id	sid	tid	token	lemma	pos
cblr-1724	1	1	6_2017.2	6_2017.2	NOUN
cblr-1724	1	2	brandt	brandt	PROPN
cblr-1724	1	3	final	final	ADJ
cblr-1724	1	4	brandt	brandt	PROPN
cblr-1724	1	5	–	–	PUNCT
cblr-1724	1	6	final	final	ADJ
cblr-1724	1	7	the	the	DET
cblr-1724	1	8	crowdfund	crowdfund	PROPN
cblr-1724	1	9	act	act	PROPN
cblr-1724	1	10	’s	’s	PART
cblr-1724	1	11	impact	impact	NOUN
cblr-1724	1	12	on	on	ADP
cblr-1724	1	13	women	woman	NOUN
cblr-1724	1	14	-	-	PUNCT
cblr-1724	1	15	owned	own	VERB
cblr-1724	1	16	businesses	business	NOUN
cblr-1724	1	17	’	'	PUNCT
cblr-1724	1	18	access	access	NOUN
cblr-1724	1	19	to	to	ADP
cblr-1724	1	20	capital	capital	PROPN
cblr-1724	1	21	elizabeth	elizabeth	PROPN
cblr-1724	1	22	n.	n.	PROPN
cblr-1724	1	23	brandt∗	brandt∗	PROPN
cblr-1724	1	24	women	woman	NOUN
cblr-1724	1	25	-	-	PUNCT
cblr-1724	1	26	owned	own	VERB
cblr-1724	1	27	businesses	business	NOUN
cblr-1724	1	28	make	make	VERB
cblr-1724	1	29	up	up	ADP
cblr-1724	1	30	a	a	DET
cblr-1724	1	31	significant	significant	ADJ
cblr-1724	1	32	portion	portion	NOUN
cblr-1724	1	33	of	of	ADP
cblr-1724	1	34	businesses	business	NOUN
cblr-1724	1	35	in	in	ADP
cblr-1724	1	36	the	the	DET
cblr-1724	1	37	united	united	PROPN
cblr-1724	1	38	states	states	PROPN
cblr-1724	1	39	and	and	CCONJ
cblr-1724	1	40	provide	provide	VERB
cblr-1724	1	41	one	one	NUM
cblr-1724	1	42	of	of	ADP
cblr-1724	1	43	the	the	DET
cblr-1724	1	44	most	most	ADV
cblr-1724	1	45	important	important	ADJ
cblr-1724	1	46	growth	growth	NOUN
cblr-1724	1	47	opportunities	opportunity	NOUN
cblr-1724	1	48	for	for	ADP
cblr-1724	1	49	the	the	DET
cblr-1724	1	50	united	united	PROPN
cblr-1724	1	51	states	states	PROPN
cblr-1724	1	52	’	’	PART
cblr-1724	1	53	economy	economy	NOUN
cblr-1724	1	54	today	today	NOUN
cblr-1724	1	55	.	.	PUNCT
cblr-1724	2	1	however	however	ADV
cblr-1724	2	2	,	,	PUNCT
cblr-1724	2	3	female	female	ADJ
cblr-1724	2	4	entrepreneurs	entrepreneur	NOUN
cblr-1724	2	5	face	face	VERB
cblr-1724	2	6	on	on	ADP
cblr-1724	2	7	-	-	PUNCT
cblr-1724	2	8	going	go	VERB
cblr-1724	2	9	challenges	challenge	NOUN
cblr-1724	2	10	in	in	ADP
cblr-1724	2	11	gaining	gain	VERB
cblr-1724	2	12	access	access	NOUN
cblr-1724	2	13	to	to	ADP
cblr-1724	2	14	capital	capital	NOUN
cblr-1724	2	15	through	through	ADP
cblr-1724	2	16	traditional	traditional	ADJ
cblr-1724	2	17	capital	capital	NOUN
cblr-1724	2	18	-	-	PUNCT
cblr-1724	2	19	raising	raise	VERB
cblr-1724	2	20	mechanisms	mechanism	NOUN
cblr-1724	2	21	such	such	ADJ
cblr-1724	2	22	as	as	ADP
cblr-1724	2	23	venture	venture	NOUN
cblr-1724	2	24	capital	capital	NOUN
cblr-1724	2	25	or	or	CCONJ
cblr-1724	2	26	bank	bank	NOUN
cblr-1724	2	27	loans	loan	NOUN
cblr-1724	2	28	.	.	PUNCT
cblr-1724	3	1	the	the	DET
cblr-1724	3	2	obama	obama	PROPN
cblr-1724	3	3	administration	administration	NOUN
cblr-1724	3	4	heralded	herald	VERB
cblr-1724	3	5	the	the	DET
cblr-1724	3	6	crowdfund	crowdfund	ADJ
cblr-1724	3	7	act	act	NOUN
cblr-1724	3	8	as	as	ADP
cblr-1724	3	9	a	a	DET
cblr-1724	3	10	boon	boon	NOUN
cblr-1724	3	11	for	for	ADP
cblr-1724	3	12	women	woman	NOUN
cblr-1724	3	13	-	-	PUNCT
cblr-1724	3	14	owned	own	VERB
cblr-1724	3	15	businesses	business	NOUN
cblr-1724	3	16	.	.	PUNCT
cblr-1724	4	1	many	many	ADJ
cblr-1724	4	2	believed	believe	VERB
cblr-1724	4	3	that	that	SCONJ
cblr-1724	4	4	regulation	regulation	NOUN
cblr-1724	4	5	crowdfunding	crowdfunding	NOUN
cblr-1724	4	6	,	,	PUNCT
cblr-1724	4	7	enabled	enable	VERB
cblr-1724	4	8	through	through	ADP
cblr-1724	4	9	the	the	DET
cblr-1724	4	10	act	act	NOUN
cblr-1724	4	11	,	,	PUNCT
cblr-1724	4	12	would	would	AUX
cblr-1724	4	13	democratize	democratize	VERB
cblr-1724	4	14	potential	potential	ADJ
cblr-1724	4	15	investors	investor	NOUN
cblr-1724	4	16	in	in	ADP
cblr-1724	4	17	small	small	ADJ
cblr-1724	4	18	businesses	business	NOUN
cblr-1724	4	19	,	,	PUNCT
cblr-1724	4	20	thereby	thereby	ADV
cblr-1724	4	21	increasing	increase	VERB
cblr-1724	4	22	the	the	DET
cblr-1724	4	23	number	number	NOUN
cblr-1724	4	24	of	of	ADP
cblr-1724	4	25	investors	investor	NOUN
cblr-1724	4	26	willing	willing	ADJ
cblr-1724	4	27	to	to	PART
cblr-1724	4	28	provide	provide	VERB
cblr-1724	4	29	capital	capital	NOUN
cblr-1724	4	30	to	to	ADP
cblr-1724	4	31	female	female	ADJ
cblr-1724	4	32	entrepreneurs	entrepreneur	NOUN
cblr-1724	4	33	and	and	CCONJ
cblr-1724	4	34	their	their	PRON
cblr-1724	4	35	businesses	business	NOUN
cblr-1724	4	36	.	.	PUNCT
cblr-1724	5	1	this	this	DET
cblr-1724	5	2	note	note	NOUN
cblr-1724	5	3	provides	provide	VERB
cblr-1724	5	4	the	the	DET
cblr-1724	5	5	first	first	ADJ
cblr-1724	5	6	quantified	quantified	ADJ
cblr-1724	5	7	examination	examination	NOUN
cblr-1724	5	8	of	of	ADP
cblr-1724	5	9	the	the	DET
cblr-1724	5	10	results	result	NOUN
cblr-1724	5	11	of	of	ADP
cblr-1724	5	12	the	the	DET
cblr-1724	5	13	first	first	ADJ
cblr-1724	5	14	nearly	nearly	ADV
cblr-1724	5	15	eight	eight	NUM
cblr-1724	5	16	months	month	NOUN
cblr-1724	5	17	of	of	ADP
cblr-1724	5	18	regulation	regulation	NOUN
cblr-1724	5	19	crowdfunding	crowdfunde	VERB
cblr-1724	5	20	with	with	ADP
cblr-1724	5	21	respect	respect	NOUN
cblr-1724	5	22	to	to	ADP
cblr-1724	5	23	women	woman	NOUN
cblr-1724	5	24	-	-	PUNCT
cblr-1724	5	25	owned	own	VERB
cblr-1724	5	26	businesses	business	NOUN
cblr-1724	5	27	.	.	PUNCT
cblr-1724	6	1	this	this	DET
cblr-1724	6	2	note	note	NOUN
cblr-1724	6	3	additionally	additionally	ADV
cblr-1724	6	4	explores	explore	VERB
cblr-1724	6	5	the	the	DET
cblr-1724	6	6	results	result	NOUN
cblr-1724	6	7	of	of	ADP
cblr-1724	6	8	regulation	regulation	NOUN
cblr-1724	6	9	crowdfunding	crowdfunde	VERB
cblr-1724	6	10	as	as	SCONJ
cblr-1724	6	11	reported	report	VERB
cblr-1724	6	12	by	by	ADP
cblr-1724	6	13	others	other	NOUN
cblr-1724	6	14	.	.	PUNCT
cblr-1724	7	1	ultimately	ultimately	ADV
cblr-1724	7	2	,	,	PUNCT
cblr-1724	7	3	this	this	DET
cblr-1724	7	4	note	note	NOUN
cblr-1724	7	5	determines	determine	VERB
cblr-1724	7	6	that	that	SCONJ
cblr-1724	7	7	,	,	PUNCT
cblr-1724	7	8	at	at	ADP
cblr-1724	7	9	least	least	ADJ
cblr-1724	7	10	in	in	ADP
cblr-1724	7	11	the	the	DET
cblr-1724	7	12	first	first	ADJ
cblr-1724	7	13	months	month	NOUN
cblr-1724	7	14	of	of	ADP
cblr-1724	7	15	regulation	regulation	NOUN
cblr-1724	7	16	crowdfunding	crowdfunding	NOUN
cblr-1724	7	17	,	,	PUNCT
cblr-1724	7	18	women	woman	NOUN
cblr-1724	7	19	-	-	PUNCT
cblr-1724	7	20	owned	own	VERB
cblr-1724	7	21	businesses	business	NOUN
cblr-1724	7	22	did	do	AUX
cblr-1724	7	23	not	not	PART
cblr-1724	7	24	take	take	VERB
cblr-1724	7	25	advantage	advantage	NOUN
cblr-1724	7	26	of	of	ADP
cblr-1724	7	27	regulation	regulation	NOUN
cblr-1724	7	28	crowdfunding	crowdfunde	VERB
cblr-1724	7	29	in	in	ADP
cblr-1724	7	30	any	any	DET
cblr-1724	7	31	meaningfully	meaningfully	ADV
cblr-1724	7	32	increased	increase	VERB
cblr-1724	7	33	way	way	NOUN
cblr-1724	7	34	compared	compare	VERB
cblr-1724	7	35	to	to	ADP
cblr-1724	7	36	traditional	traditional	ADJ
cblr-1724	7	37	capitalraising	capitalraise	VERB
cblr-1724	7	38	mechanisms	mechanism	NOUN
cblr-1724	7	39	.	.	PUNCT
cblr-1724	8	1	this	this	DET
cblr-1724	8	2	note	note	NOUN
cblr-1724	8	3	proposes	propose	VERB
cblr-1724	8	4	several	several	ADJ
cblr-1724	8	5	ways	way	NOUN
cblr-1724	8	6	in	in	ADP
cblr-1724	8	7	which	which	PRON
cblr-1724	8	8	the	the	DET
cblr-1724	8	9	government	government	NOUN
cblr-1724	8	10	could	could	AUX
cblr-1724	8	11	further	far	ADV
cblr-1724	8	12	support	support	VERB
cblr-1724	8	13	women	woman	NOUN
cblr-1724	8	14	-	-	PUNCT
cblr-1724	8	15	owned	own	VERB
cblr-1724	8	16	businesses	business	NOUN
cblr-1724	8	17	,	,	PUNCT
cblr-1724	8	18	such	such	ADJ
cblr-1724	8	19	as	as	ADP
cblr-1724	8	20	implementing	implement	VERB
cblr-1724	8	21	a	a	DET
cblr-1724	8	22	simple	simple	ADJ
cblr-1724	8	23	reporting	reporting	NOUN
cblr-1724	8	24	mechanism	mechanism	NOUN
cblr-1724	8	25	to	to	PART
cblr-1724	8	26	better	well	ADV
cblr-1724	8	27	track	track	VERB
cblr-1724	8	28	the	the	DET
cblr-1724	8	29	capital	capital	NOUN
cblr-1724	8	30	-	-	PUNCT
cblr-1724	8	31	raising	raise	VERB
cblr-1724	8	32	efforts	effort	NOUN
cblr-1724	8	33	of	of	ADP
cblr-1724	8	34	∗	∗	NOUN
cblr-1724	8	35	j.d	j.d	PROPN
cblr-1724	8	36	.	.	PROPN
cblr-1724	8	37	candidate	candidate	NOUN
cblr-1724	8	38	2018	2018	NUM
cblr-1724	8	39	,	,	PUNCT
cblr-1724	8	40	columbia	columbia	PROPN
cblr-1724	8	41	law	law	PROPN
cblr-1724	8	42	school	school	NOUN
cblr-1724	8	43	;	;	PUNCT
cblr-1724	8	44	b.b.a	b.b.a	NOUN
cblr-1724	8	45	.	.	PUNCT
cblr-1724	8	46	2011	2011	NUM
cblr-1724	8	47	,	,	PUNCT
cblr-1724	8	48	emory	emory	PROPN
cblr-1724	8	49	university	university	PROPN
cblr-1724	8	50	.	.	PUNCT
cblr-1724	9	1	many	many	ADJ
cblr-1724	9	2	thanks	thank	NOUN
cblr-1724	9	3	to	to	ADP
cblr-1724	9	4	professor	professor	PROPN
cblr-1724	9	5	ronald	ronald	PROPN
cblr-1724	9	6	mann	mann	PROPN
cblr-1724	9	7	for	for	ADP
cblr-1724	9	8	his	his	PRON
cblr-1724	9	9	insightful	insightful	ADJ
cblr-1724	9	10	comments	comment	NOUN
cblr-1724	9	11	and	and	CCONJ
cblr-1724	9	12	guidance	guidance	NOUN
cblr-1724	9	13	during	during	ADP
cblr-1724	9	14	the	the	DET
cblr-1724	9	15	production	production	NOUN
cblr-1724	9	16	of	of	ADP
cblr-1724	9	17	this	this	DET
cblr-1724	9	18	note	note	NOUN
cblr-1724	9	19	.	.	PUNCT
cblr-1724	10	1	thanks	thank	NOUN
cblr-1724	10	2	are	be	AUX
cblr-1724	10	3	also	also	ADV
cblr-1724	10	4	due	due	ADP
cblr-1724	10	5	to	to	ADP
cblr-1724	10	6	the	the	DET
cblr-1724	10	7	staff	staff	NOUN
cblr-1724	10	8	and	and	CCONJ
cblr-1724	10	9	editors	editor	NOUN
cblr-1724	10	10	of	of	ADP
cblr-1724	10	11	the	the	DET
cblr-1724	10	12	columbia	columbia	PROPN
cblr-1724	10	13	business	business	PROPN
cblr-1724	10	14	law	law	PROPN
cblr-1724	10	15	review	review	NOUN
cblr-1724	10	16	for	for	ADP
cblr-1724	10	17	their	their	PRON
cblr-1724	10	18	diligence	diligence	NOUN
cblr-1724	10	19	in	in	ADP
cblr-1724	10	20	this	this	DET
cblr-1724	10	21	note	note	NOUN
cblr-1724	10	22	’s	’s	PART
cblr-1724	10	23	publication	publication	NOUN
cblr-1724	10	24	.	.	PUNCT
cblr-1724	11	1	brandt	brandt	PROPN
cblr-1724	11	2	–	–	PUNCT
cblr-1724	11	3	final	final	ADJ
cblr-1724	11	4	808	808	NUM
cblr-1724	11	5	columbia	columbia	PROPN
cblr-1724	11	6	business	business	NOUN
cblr-1724	11	7	law	law	PROPN
cblr-1724	11	8	review	review	NOUN
cblr-1724	12	1	[	[	X
cblr-1724	12	2	vol	vol	NOUN
cblr-1724	12	3	.	.	NOUN
cblr-1724	12	4	2017	2017	NUM
cblr-1724	12	5	women	woman	NOUN
cblr-1724	12	6	-	-	PUNCT
cblr-1724	12	7	owned	own	VERB
cblr-1724	12	8	businesses	business	NOUN
cblr-1724	12	9	and	and	CCONJ
cblr-1724	12	10	developing	develop	VERB
cblr-1724	12	11	a	a	DET
cblr-1724	12	12	pilot	pilot	NOUN
cblr-1724	12	13	program	program	NOUN
cblr-1724	12	14	of	of	ADP
cblr-1724	12	15	financial	financial	ADJ
cblr-1724	12	16	advisors	advisor	NOUN
cblr-1724	12	17	available	available	ADJ
cblr-1724	12	18	to	to	ADP
cblr-1724	12	19	founders	founder	NOUN
cblr-1724	12	20	and	and	CCONJ
cblr-1724	12	21	management	management	NOUN
cblr-1724	12	22	of	of	ADP
cblr-1724	12	23	women	woman	NOUN
cblr-1724	12	24	-	-	PUNCT
cblr-1724	12	25	owned	own	VERB
cblr-1724	12	26	businesses	business	NOUN
cblr-1724	12	27	seeking	seek	VERB
cblr-1724	12	28	capital	capital	NOUN
cblr-1724	12	29	.	.	PUNCT
cblr-1724	13	1	i.	i.	PROPN
cblr-1724	13	2	    	    	SPACE
cblr-1724	13	3	introduction	introduction	NOUN
cblr-1724	13	4	................................................................	................................................................	PUNCT
cblr-1724	13	5	808	808	NUM
cblr-1724	13	6	  	  	SPACE
cblr-1724	13	7	ii	ii	NOUN
cblr-1724	13	8	.	.	PUNCT
cblr-1724	13	9	    	    	SPACE
cblr-1724	13	10	a	a	DET
cblr-1724	13	11	brief	brief	ADJ
cblr-1724	13	12	history	history	NOUN
cblr-1724	13	13	of	of	ADP
cblr-1724	13	14	women	woman	NOUN
cblr-1724	13	15	in	in	ADP
cblr-1724	13	16	the	the	DET
cblr-1724	13	17	workforce	workforce	NOUN
cblr-1724	13	18	,	,	PUNCT
cblr-1724	13	19	crowdfunding	crowdfunde	VERB
cblr-1724	13	20	,	,	PUNCT
cblr-1724	13	21	and	and	CCONJ
cblr-1724	13	22	the	the	DET
cblr-1724	13	23	crowdfund	crowdfund	ADJ
cblr-1724	13	24	act	act	NOUN
cblr-1724	13	25	..............	..............	PROPN
cblr-1724	13	26	811	811	NUM
cblr-1724	13	27	  	  	SPACE
cblr-1724	13	28	a.	a.	NOUN
cblr-1724	13	29	  	  	SPACE
cblr-1724	13	30	the	the	DET
cblr-1724	13	31	government	government	NOUN
cblr-1724	13	32	’s	’s	PART
cblr-1724	13	33	vacillating	vacillate	VERB
cblr-1724	13	34	involvement	involvement	NOUN
cblr-1724	13	35	with	with	ADP
cblr-1724	13	36	women	woman	NOUN
cblr-1724	13	37	in	in	ADP
cblr-1724	13	38	the	the	DET
cblr-1724	13	39	workforce	workforce	NOUN
cblr-1724	13	40	.............................	.............................	PUNCT
cblr-1724	14	1	812	812	NUM
cblr-1724	14	2	  	  	SPACE
cblr-1724	14	3	b.	b.	PROPN
cblr-1724	14	4	  	  	SPACE
cblr-1724	14	5	the	the	DET
cblr-1724	14	6	challenge	challenge	NOUN
cblr-1724	14	7	of	of	ADP
cblr-1724	14	8	raising	raise	VERB
cblr-1724	14	9	capital	capital	NOUN
cblr-1724	14	10	as	as	ADP
cblr-1724	14	11	a	a	DET
cblr-1724	14	12	female	female	ADJ
cblr-1724	14	13	founder	founder	NOUN
cblr-1724	14	14	.................................................................	.................................................................	PUNCT
cblr-1724	14	15	820	820	NUM
cblr-1724	14	16	  	  	SPACE
cblr-1724	14	17	c.	c.	NOUN
cblr-1724	14	18	  	  	SPACE
cblr-1724	14	19	crowdfunding	crowdfunding	NOUN
cblr-1724	14	20	and	and	CCONJ
cblr-1724	14	21	the	the	DET
cblr-1724	14	22	crowdfund	crowdfund	NOUN
cblr-1724	14	23	act	act	NOUN
cblr-1724	14	24	........	........	PUNCT
cblr-1724	15	1	827	827	NUM
cblr-1724	15	2	  	  	SPACE
cblr-1724	15	3	1	1	NUM
cblr-1724	15	4	.	.	PUNCT
cblr-1724	15	5	  	  	SPACE
cblr-1724	15	6	the	the	DET
cblr-1724	15	7	meteoric	meteoric	ADJ
cblr-1724	15	8	rise	rise	NOUN
cblr-1724	15	9	of	of	ADP
cblr-1724	15	10	crowdfunding	crowdfunding	NOUN
cblr-1724	15	11	...............	...............	PUNCT
cblr-1724	15	12	828	828	NUM
cblr-1724	15	13	  	  	SPACE
cblr-1724	15	14	2	2	NUM
cblr-1724	15	15	.	.	PUNCT
cblr-1724	15	16	  	  	SPACE
cblr-1724	15	17	regulatory	regulatory	ADJ
cblr-1724	15	18	environment	environment	NOUN
cblr-1724	15	19	prior	prior	ADV
cblr-1724	15	20	to	to	ADP
cblr-1724	15	21	the	the	DET
cblr-1724	15	22	crowdfund	crowdfund	ADJ
cblr-1724	15	23	act	act	NOUN
cblr-1724	15	24	.........................................	.........................................	PUNCT
cblr-1724	15	25	832	832	NUM
cblr-1724	15	26	  	  	SPACE
cblr-1724	15	27	3	3	NUM
cblr-1724	15	28	.	.	PUNCT
cblr-1724	15	29	  	  	SPACE
cblr-1724	15	30	the	the	DET
cblr-1724	15	31	adoption	adoption	NOUN
cblr-1724	15	32	of	of	ADP
cblr-1724	15	33	the	the	DET
cblr-1724	15	34	crowdfund	crowdfund	PROPN
cblr-1724	15	35	act	act	NOUN
cblr-1724	15	36	and	and	CCONJ
cblr-1724	15	37	the	the	DET
cblr-1724	15	38	resulting	result	VERB
cblr-1724	15	39	regulatory	regulatory	ADJ
cblr-1724	15	40	changes	change	NOUN
cblr-1724	15	41	................	................	PUNCT
cblr-1724	15	42	836	836	NUM
cblr-1724	15	43	  	  	SPACE
cblr-1724	15	44	iii	iii	NOUN
cblr-1724	15	45	.	.	PUNCT
cblr-1724	15	46	   	   	SPACE
cblr-1724	15	47	first	first	ADJ
cblr-1724	15	48	months	month	NOUN
cblr-1724	15	49	of	of	ADP
cblr-1724	15	50	the	the	DET
cblr-1724	15	51	crowdfund	crowdfund	PROPN
cblr-1724	15	52	act	act	NOUN
cblr-1724	15	53	....................	....................	PUNCT
cblr-1724	15	54	841	841	NUM
cblr-1724	15	55	  	  	SPACE
cblr-1724	15	56	a.	a.	NOUN
cblr-1724	15	57	  	  	SPACE
cblr-1724	15	58	early	early	ADJ
cblr-1724	15	59	media	medium	NOUN
cblr-1724	15	60	attention	attention	NOUN
cblr-1724	15	61	on	on	ADP
cblr-1724	15	62	the	the	DET
cblr-1724	15	63	results	result	NOUN
cblr-1724	15	64	of	of	ADP
cblr-1724	15	65	regulation	regulation	NOUN
cblr-1724	15	66	crowdfunding	crowdfunde	VERB
cblr-1724	15	67	....................................	....................................	PUNCT
cblr-1724	16	1	841	841	NUM
cblr-1724	16	2	  	  	SPACE
cblr-1724	16	3	b.	b.	PROPN
cblr-1724	16	4	  	  	SPACE
cblr-1724	16	5	author	author	NOUN
cblr-1724	16	6	-	-	PUNCT
cblr-1724	16	7	collected	collect	VERB
cblr-1724	16	8	data	datum	NOUN
cblr-1724	16	9	from	from	ADP
cblr-1724	16	10	the	the	DET
cblr-1724	16	11	first	first	ADJ
cblr-1724	16	12	eight	eight	NUM
cblr-1724	16	13	months	month	NOUN
cblr-1724	16	14	of	of	ADP
cblr-1724	16	15	regulation	regulation	NOUN
cblr-1724	16	16	crowdfunding	crowdfunde	VERB
cblr-1724	16	17	..................	..................	PUNCT
cblr-1724	16	18	843	843	NUM
cblr-1724	16	19	  	  	SPACE
cblr-1724	16	20	1	1	NUM
cblr-1724	16	21	.	.	PUNCT
cblr-1724	16	22	  	  	SPACE
cblr-1724	16	23	methodology	methodology	NOUN
cblr-1724	16	24	....................................................	....................................................	PUNCT
cblr-1724	16	25	843	843	NUM
cblr-1724	16	26	  	  	SPACE
cblr-1724	16	27	2	2	NUM
cblr-1724	16	28	.	.	PUNCT
cblr-1724	16	29	  	  	SPACE
cblr-1724	16	30	analysis	analysis	NOUN
cblr-1724	16	31	of	of	ADP
cblr-1724	16	32	author	author	NOUN
cblr-1724	16	33	’s	’s	PART
cblr-1724	16	34	findings	finding	NOUN
cblr-1724	16	35	........................	........................	PUNCT
cblr-1724	16	36	845	845	NUM
cblr-1724	16	37	  	  	SPACE
cblr-1724	16	38	3	3	NUM
cblr-1724	16	39	.	.	PUNCT
cblr-1724	16	40	  	  	SPACE
cblr-1724	16	41	shortcomings	shortcoming	NOUN
cblr-1724	16	42	...................................................	...................................................	PUNCT
cblr-1724	16	43	847	847	NUM
cblr-1724	16	44	  	  	SPACE
cblr-1724	16	45	iv	iv	NOUN
cblr-1724	16	46	.	.	PUNCT
cblr-1724	16	47	   	   	SPACE
cblr-1724	16	48	how	how	SCONJ
cblr-1724	16	49	better	well	ADJ
cblr-1724	16	50	metrics	metric	NOUN
cblr-1724	16	51	,	,	PUNCT
cblr-1724	16	52	professional	professional	ADJ
cblr-1724	16	53	financial	financial	ADJ
cblr-1724	16	54	advisors	advisor	NOUN
cblr-1724	16	55	,	,	PUNCT
cblr-1724	16	56	and	and	CCONJ
cblr-1724	16	57	public	public	ADJ
cblr-1724	16	58	-	-	PUNCT
cblr-1724	16	59	private	private	ADJ
cblr-1724	16	60	partnerships	partnership	NOUN
cblr-1724	16	61	can	can	AUX
cblr-1724	16	62	help	help	VERB
cblr-1724	16	63	women	woman	NOUN
cblr-1724	16	64	-	-	PUNCT
cblr-1724	16	65	owned	own	VERB
cblr-1724	16	66	businesses	business	NOUN
cblr-1724	16	67	better	well	ADJ
cblr-1724	16	68	access	access	NOUN
cblr-1724	16	69	capital	capital	NOUN
cblr-1724	16	70	.........................................................................	.........................................................................	PUNCT
cblr-1724	16	71	848	848	NUM
cblr-1724	16	72	  	  	SPACE
cblr-1724	16	73	v.	v.	ADP
cblr-1724	16	74	conclusion	conclusion	NOUN
cblr-1724	16	75	...................................................................	...................................................................	PUNCT
cblr-1724	16	76	854	854	NUM
cblr-1724	16	77	  	  	SPACE
cblr-1724	16	78	i.	i.	NOUN
cblr-1724	16	79	introduction	introduction	NOUN
cblr-1724	16	80	title	title	PROPN
cblr-1724	16	81	iii	iii	PROPN
cblr-1724	16	82	of	of	ADP
cblr-1724	16	83	the	the	DET
cblr-1724	16	84	jumpstart	jumpstart	NOUN
cblr-1724	16	85	our	our	PRON
cblr-1724	16	86	business	business	NOUN
cblr-1724	16	87	startups	startup	NOUN
cblr-1724	16	88	act	act	NOUN
cblr-1724	16	89	(	(	PUNCT
cblr-1724	16	90	“	"	PUNCT
cblr-1724	16	91	jobs	job	NOUN
cblr-1724	16	92	”	"	PUNCT
cblr-1724	16	93	act	act	PROPN
cblr-1724	16	94	)	)	PUNCT
cblr-1724	16	95	,	,	PUNCT
cblr-1724	16	96	also	also	ADV
cblr-1724	16	97	known	know	VERB
cblr-1724	16	98	as	as	ADP
cblr-1724	16	99	the	the	DET
cblr-1724	16	100	“	"	PUNCT
cblr-1724	16	101	crowdfund	crowdfund	NOUN
cblr-1724	16	102	”	"	PUNCT
cblr-1724	16	103	(	(	PUNCT
cblr-1724	16	104	capital	capital	NOUN
cblr-1724	16	105	raising	raise	VERB
cblr-1724	16	106	online	online	ADV
cblr-1724	16	107	while	while	SCONJ
cblr-1724	16	108	deterring	deter	VERB
cblr-1724	16	109	fraud	fraud	NOUN
cblr-1724	16	110	and	and	CCONJ
cblr-1724	16	111	unethical	unethical	ADJ
cblr-1724	16	112	nonbrandt	nonbrandt	NOUN
cblr-1724	16	113	–	–	PUNCT
cblr-1724	16	114	final	final	ADJ
cblr-1724	16	115	no	no	NOUN
cblr-1724	16	116	.	.	NOUN
cblr-1724	16	117	2:807	2:807	NUM
cblr-1724	16	118	]	]	PUNCT
cblr-1724	16	119	women	woman	NOUN
cblr-1724	16	120	-	-	PUNCT
cblr-1724	16	121	owned	own	VERB
cblr-1724	16	122	businesses	business	NOUN
cblr-1724	16	123	’	'	PUNCT
cblr-1724	16	124	access	access	NOUN
cblr-1724	16	125	to	to	ADP
cblr-1724	16	126	capital	capital	NOUN
cblr-1724	16	127	809	809	NUM
cblr-1724	16	128	disclosure	disclosure	NOUN
cblr-1724	16	129	)	)	PUNCT
cblr-1724	16	130	act	act	PROPN
cblr-1724	16	131	,	,	PUNCT
cblr-1724	16	132	took	take	VERB
cblr-1724	16	133	effect	effect	NOUN
cblr-1724	16	134	on	on	ADP
cblr-1724	16	135	may	may	PROPN
cblr-1724	16	136	16	16	NUM
cblr-1724	16	137	,	,	PUNCT
cblr-1724	16	138	2016.1	2016.1	NUM
cblr-1724	16	139	this	this	DET
cblr-1724	16	140	regulation	regulation	NOUN
cblr-1724	16	141	provides	provide	VERB
cblr-1724	16	142	the	the	DET
cblr-1724	16	143	first	first	ADJ
cblr-1724	16	144	opportunity	opportunity	NOUN
cblr-1724	16	145	for	for	SCONJ
cblr-1724	16	146	small	small	ADJ
cblr-1724	16	147	businesses	business	NOUN
cblr-1724	16	148	to	to	PART
cblr-1724	16	149	crowdfund	crowdfund	VERB
cblr-1724	16	150	—	—	PUNCT
cblr-1724	16	151	essentially	essentially	ADV
cblr-1724	16	152	,	,	PUNCT
cblr-1724	16	153	to	to	PART
cblr-1724	16	154	raise	raise	VERB
cblr-1724	16	155	capital	capital	NOUN
cblr-1724	16	156	from	from	ADP
cblr-1724	16	157	a	a	DET
cblr-1724	16	158	large	large	ADJ
cblr-1724	16	159	and	and	CCONJ
cblr-1724	16	160	disparate	disparate	ADJ
cblr-1724	16	161	group	group	NOUN
cblr-1724	16	162	of	of	ADP
cblr-1724	16	163	investors	investor	NOUN
cblr-1724	16	164	—	—	PUNCT
cblr-1724	16	165	equity	equity	NOUN
cblr-1724	16	166	or	or	CCONJ
cblr-1724	16	167	debt	debt	NOUN
cblr-1724	16	168	offerings	offering	NOUN
cblr-1724	16	169	without	without	ADP
cblr-1724	16	170	submitting	submit	VERB
cblr-1724	16	171	to	to	ADP
cblr-1724	16	172	the	the	DET
cblr-1724	16	173	onerous	onerous	ADJ
cblr-1724	16	174	rules	rule	NOUN
cblr-1724	16	175	of	of	ADP
cblr-1724	16	176	federal	federal	ADJ
cblr-1724	16	177	securities	security	NOUN
cblr-1724	16	178	laws	law	NOUN
cblr-1724	16	179	such	such	ADJ
cblr-1724	16	180	as	as	ADP
cblr-1724	16	181	the	the	DET
cblr-1724	16	182	securities	security	NOUN
cblr-1724	16	183	act	act	NOUN
cblr-1724	16	184	of	of	ADP
cblr-1724	16	185	1933	1933	NUM
cblr-1724	16	186	and	and	CCONJ
cblr-1724	16	187	the	the	DET
cblr-1724	16	188	securities	securities	PROPN
cblr-1724	16	189	exchange	exchange	PROPN
cblr-1724	16	190	act	act	NOUN
cblr-1724	16	191	of	of	ADP
cblr-1724	16	192	1934.2	1934.2	NUM
cblr-1724	16	193	the	the	DET
cblr-1724	16	194	white	white	PROPN
cblr-1724	16	195	house	house	PROPN
cblr-1724	16	196	’s	’s	PART
cblr-1724	16	197	fact	fact	NOUN
cblr-1724	16	198	sheet	sheet	NOUN
cblr-1724	16	199	about	about	ADP
cblr-1724	16	200	the	the	DET
cblr-1724	16	201	potential	potential	ADJ
cblr-1724	16	202	impact	impact	NOUN
cblr-1724	16	203	of	of	ADP
cblr-1724	16	204	the	the	DET
cblr-1724	16	205	jobs	job	NOUN
cblr-1724	16	206	act	act	VERB
cblr-1724	16	207	on	on	ADP
cblr-1724	16	208	women	woman	NOUN
cblr-1724	16	209	and	and	CCONJ
cblr-1724	16	210	the	the	DET
cblr-1724	16	211	economy	economy	NOUN
cblr-1724	16	212	includes	include	VERB
cblr-1724	16	213	a	a	DET
cblr-1724	16	214	segment	segment	NOUN
cblr-1724	16	215	explaining	explain	VERB
cblr-1724	16	216	the	the	DET
cblr-1724	16	217	increased	increase	VERB
cblr-1724	16	218	access	access	NOUN
cblr-1724	16	219	to	to	ADP
cblr-1724	16	220	capital	capital	NOUN
cblr-1724	16	221	that	that	PRON
cblr-1724	16	222	women	woman	NOUN
cblr-1724	16	223	-	-	PUNCT
cblr-1724	16	224	owned	own	VERB
cblr-1724	16	225	businesses	business	NOUN
cblr-1724	16	226	(	(	PUNCT
cblr-1724	16	227	referred	refer	VERB
cblr-1724	16	228	to	to	ADP
cblr-1724	16	229	as	as	ADP
cblr-1724	16	230	“	"	PUNCT
cblr-1724	16	231	wobs	wobs	NOUN
cblr-1724	16	232	”	"	PUNCT
cblr-1724	16	233	throughout	throughout	ADP
cblr-1724	16	234	this	this	DET
cblr-1724	16	235	note	note	NOUN
cblr-1724	16	236	)	)	PUNCT
cblr-1724	16	237	would	would	AUX
cblr-1724	16	238	receive	receive	VERB
cblr-1724	16	239	under	under	ADP
cblr-1724	16	240	the	the	DET
cblr-1724	16	241	proposed	propose	VERB
cblr-1724	16	242	legislation	legislation	NOUN
cblr-1724	16	243	through	through	ADP
cblr-1724	16	244	reduced	reduce	VERB
cblr-1724	16	245	regulatory	regulatory	ADJ
cblr-1724	16	246	burdens	burden	NOUN
cblr-1724	16	247	for	for	ADP
cblr-1724	16	248	small	small	ADJ
cblr-1724	16	249	businesses.3	businesses.3	NOUN
cblr-1724	16	250	though	though	SCONJ
cblr-1724	16	251	the	the	DET
cblr-1724	16	252	fact	fact	NOUN
cblr-1724	16	253	sheet	sheet	NOUN
cblr-1724	16	254	covers	cover	VERB
cblr-1724	16	255	the	the	DET
cblr-1724	16	256	multi	multi	ADJ
cblr-1724	16	257	-	-	ADJ
cblr-1724	16	258	bill	bill	ADJ
cblr-1724	16	259	legislation	legislation	NOUN
cblr-1724	16	260	in	in	ADP
cblr-1724	16	261	whole	whole	NOUN
cblr-1724	16	262	,	,	PUNCT
cblr-1724	16	263	this	this	DET
cblr-1724	16	264	particular	particular	ADJ
cblr-1724	16	265	section	section	NOUN
cblr-1724	16	266	seems	seems	AUX
cblr-1724	16	267	clearly	clearly	ADV
cblr-1724	16	268	aimed	aim	VERB
cblr-1724	16	269	at	at	ADP
cblr-1724	16	270	what	what	PRON
cblr-1724	16	271	ultimately	ultimately	ADV
cblr-1724	16	272	became	become	VERB
cblr-1724	16	273	title	title	NOUN
cblr-1724	16	274	iii	iii	NOUN
cblr-1724	16	275	,	,	PUNCT
cblr-1724	16	276	or	or	CCONJ
cblr-1724	16	277	the	the	DET
cblr-1724	16	278	crowdfund	crowdfund	PROPN
cblr-1724	16	279	act	act	PROPN
cblr-1724	16	280	.	.	PUNCT
cblr-1724	17	1	given	give	VERB
cblr-1724	17	2	the	the	DET
cblr-1724	17	3	federal	federal	ADJ
cblr-1724	17	4	government	government	NOUN
cblr-1724	17	5	’s	’s	PART
cblr-1724	17	6	historical	historical	ADJ
cblr-1724	17	7	inability	inability	NOUN
cblr-1724	17	8	to	to	PART
cblr-1724	17	9	adequately	adequately	ADV
cblr-1724	17	10	address	address	VERB
cblr-1724	17	11	the	the	DET
cblr-1724	17	12	need	need	NOUN
cblr-1724	17	13	for	for	ADP
cblr-1724	17	14	support	support	NOUN
cblr-1724	17	15	of	of	ADP
cblr-1724	17	16	wobs	wob	NOUN
cblr-1724	17	17	in	in	ADP
cblr-1724	17	18	the	the	DET
cblr-1724	17	19	economy	economy	NOUN
cblr-1724	17	20	,	,	PUNCT
cblr-1724	17	21	particularly	particularly	ADV
cblr-1724	17	22	in	in	ADP
cblr-1724	17	23	securing	secure	VERB
cblr-1724	17	24	adequate	adequate	ADJ
cblr-1724	17	25	access	access	NOUN
cblr-1724	17	26	to	to	ADP
cblr-1724	17	27	capital	capital	NOUN
cblr-1724	17	28	,	,	PUNCT
cblr-1724	17	29	this	this	DET
cblr-1724	17	30	assertion	assertion	NOUN
cblr-1724	17	31	deserves	deserve	VERB
cblr-1724	17	32	further	far	ADV
cblr-1724	17	33	inquiry.4	inquiry.4	NOUN
cblr-1724	17	34	using	use	VERB
cblr-1724	17	35	a	a	DET
cblr-1724	17	36	compiled	compile	VERB
cblr-1724	17	37	dataset	dataset	NOUN
cblr-1724	17	38	of	of	ADP
cblr-1724	17	39	sec	sec	PROPN
cblr-1724	17	40	disclosed	disclose	VERB
cblr-1724	17	41	crowdfund	crowdfund	NOUN
cblr-1724	17	42	offerings	offering	NOUN
cblr-1724	17	43	,	,	PUNCT
cblr-1724	17	44	this	this	PRON
cblr-1724	17	45	note	note	NOUN
cblr-1724	17	46	explores	explore	VERB
cblr-1724	17	47	for	for	ADP
cblr-1724	17	48	the	the	DET
cblr-1724	17	49	first	first	ADJ
cblr-1724	17	50	time	time	NOUN
cblr-1724	17	51	whether	whether	SCONJ
cblr-1724	17	52	,	,	PUNCT
cblr-1724	17	53	in	in	ADP
cblr-1724	17	54	the	the	DET
cblr-1724	17	55	short	short	ADJ
cblr-1724	17	56	time	time	NOUN
cblr-1724	17	57	since	since	SCONJ
cblr-1724	17	58	crowdfunding	crowdfunding	NOUN
cblr-1724	17	59	has	have	AUX
cblr-1724	17	60	become	become	VERB
cblr-1724	17	61	available	available	ADJ
cblr-1724	17	62	to	to	ADP
cblr-1724	17	63	businesses	business	NOUN
cblr-1724	17	64	through	through	ADP
cblr-1724	17	65	the	the	DET
cblr-1724	17	66	crowdfund	crowdfund	PROPN
cblr-1724	17	67	act	act	PROPN
cblr-1724	17	68	,	,	PUNCT
cblr-1724	17	69	female	female	ADJ
cblr-1724	17	70	entrepreneurs	entrepreneur	NOUN
cblr-1724	17	71	have	have	AUX
cblr-1724	17	72	taken	take	VERB
cblr-1724	17	73	advantage	advantage	NOUN
cblr-1724	17	74	of	of	ADP
cblr-1724	17	75	improved	improved	ADJ
cblr-1724	17	76	access	access	NOUN
cblr-1724	17	77	to	to	ADP
cblr-1724	17	78	capital	capital	NOUN
cblr-1724	17	79	.	.	PUNCT
cblr-1724	18	1	in	in	ADP
cblr-1724	18	2	short	short	ADJ
cblr-1724	18	3	,	,	PUNCT
cblr-1724	18	4	thus	thus	ADV
cblr-1724	18	5	far	far	ADV
cblr-1724	18	6	,	,	PUNCT
cblr-1724	18	7	they	they	PRON
cblr-1724	18	8	have	have	VERB
cblr-1724	18	9	not	not	PART
cblr-1724	18	10	.	.	PUNCT
cblr-1724	19	1	further	far	ADV
cblr-1724	19	2	,	,	PUNCT
cblr-1724	19	3	this	this	DET
cblr-1724	19	4	note	note	NOUN
cblr-1724	19	5	offers	offer	VERB
cblr-1724	19	6	suggestions	suggestion	NOUN
cblr-1724	19	7	that	that	SCONJ
cblr-1724	19	8	the	the	DET
cblr-1724	19	9	small	small	ADJ
cblr-1724	19	10	business	business	PROPN
cblr-1724	19	11	association	association	PROPN
cblr-1724	19	12	(	(	PUNCT
cblr-1724	19	13	“	"	PUNCT
cblr-1724	19	14	sba	sba	NOUN
cblr-1724	19	15	”	"	PUNCT
cblr-1724	19	16	)	)	PUNCT
cblr-1724	19	17	and	and	CCONJ
cblr-1724	19	18	the	the	DET
cblr-1724	19	19	federal	federal	ADJ
cblr-1724	19	20	government	government	NOUN
cblr-1724	19	21	should	should	AUX
cblr-1724	19	22	consider	consider	VERB
cblr-1724	19	23	1	1	NUM
cblr-1724	19	24	ethan	ethan	PROPN
cblr-1724	19	25	silver	silver	PROPN
cblr-1724	19	26	&	&	CCONJ
cblr-1724	19	27	anup	anup	PROPN
cblr-1724	19	28	khatri	khatri	PROPN
cblr-1724	19	29	,	,	PUNCT
cblr-1724	19	30	endowed	endow	VERB
cblr-1724	19	31	by	by	ADP
cblr-1724	19	32	the	the	DET
cblr-1724	19	33	crowed	crow	VERB
cblr-1724	19	34	?	?	PUNCT
cblr-1724	20	1	insights	insight	NOUN
cblr-1724	20	2	into	into	ADP
cblr-1724	20	3	the	the	DET
cblr-1724	20	4	new	new	ADJ
cblr-1724	20	5	wave	wave	NOUN
cblr-1724	20	6	of	of	ADP
cblr-1724	20	7	crowdfunding	crowdfunding	NOUN
cblr-1724	20	8	and	and	CCONJ
cblr-1724	20	9	its	its	PRON
cblr-1724	20	10	viability	viability	NOUN
cblr-1724	20	11	,	,	PUNCT
cblr-1724	20	12	29	29	NUM
cblr-1724	20	13	j.	j.	PROPN
cblr-1724	20	14	tax’n	tax’n	PROPN
cblr-1724	20	15	&	&	CCONJ
cblr-1724	20	16	reg	reg	PROPN
cblr-1724	20	17	.	.	PUNCT
cblr-1724	21	1	fin	fin	NOUN
cblr-1724	21	2	.	.	PUNCT
cblr-1724	21	3	inst	inst	PROPN
cblr-1724	21	4	.	.	PROPN
cblr-1724	22	1	33	33	NUM
cblr-1724	22	2	,	,	PUNCT
cblr-1724	22	3	33	33	NUM
cblr-1724	22	4	(	(	PUNCT
cblr-1724	22	5	2016	2016	NUM
cblr-1724	22	6	)	)	PUNCT
cblr-1724	22	7	.	.	PUNCT
cblr-1724	23	1	see	see	AUX
cblr-1724	23	2	generally	generally	ADV
cblr-1724	23	3	jumpstart	jumpstart	VERB
cblr-1724	23	4	our	our	PRON
cblr-1724	23	5	business	business	NOUN
cblr-1724	23	6	startups	startup	NOUN
cblr-1724	23	7	act	act	PROPN
cblr-1724	23	8	,	,	PUNCT
cblr-1724	23	9	pub	pub	NOUN
cblr-1724	23	10	.	.	PUNCT
cblr-1724	24	1	l.	l.	PROPN
cblr-1724	24	2	no	no	INTJ
cblr-1724	24	3	.	.	PROPN
cblr-1724	25	1	112	112	NUM
cblr-1724	25	2	-	-	SYM
cblr-1724	25	3	106	106	NUM
cblr-1724	25	4	,	,	PUNCT
cblr-1724	25	5	126	126	NUM
cblr-1724	25	6	stat	stat	NOUN
cblr-1724	25	7	.	.	PUNCT
cblr-1724	26	1	306	306	NUM
cblr-1724	26	2	(	(	PUNCT
cblr-1724	26	3	2012	2012	NUM
cblr-1724	26	4	)	)	PUNCT
cblr-1724	26	5	.	.	PUNCT
cblr-1724	27	1	2	2	NUM
cblr-1724	27	2	silver	silver	NOUN
cblr-1724	27	3	&	&	CCONJ
cblr-1724	27	4	khatri	khatri	PROPN
cblr-1724	27	5	,	,	PUNCT
cblr-1724	27	6	supra	supra	PROPN
cblr-1724	27	7	note	note	PROPN
cblr-1724	27	8	1	1	NUM
cblr-1724	27	9	,	,	PUNCT
cblr-1724	27	10	at	at	ADP
cblr-1724	27	11	33	33	NUM
cblr-1724	27	12	;	;	PUNCT
cblr-1724	27	13	see	see	VERB
cblr-1724	27	14	also	also	ADV
cblr-1724	27	15	infra	infra	NOUN
cblr-1724	27	16	section	section	NOUN
cblr-1724	27	17	ii.c.3	ii.c.3	NOUN
cblr-1724	27	18	.	.	PUNCT
cblr-1724	28	1	3	3	NUM
cblr-1724	29	1	the	the	DET
cblr-1724	29	2	american	american	PROPN
cblr-1724	29	3	jobs	job	NOUN
cblr-1724	29	4	act	act	PROPN
cblr-1724	29	5	:	:	PUNCT
cblr-1724	30	1	impact	impact	NOUN
cblr-1724	30	2	for	for	ADP
cblr-1724	30	3	women	woman	NOUN
cblr-1724	30	4	and	and	CCONJ
cblr-1724	30	5	the	the	DET
cblr-1724	30	6	economy	economy	NOUN
cblr-1724	30	7	2	2	NUM
cblr-1724	30	8	,	,	PUNCT
cblr-1724	30	9	https://obamawhitehouse.archives.gov/sites/default/files/women_factsheet	https://obamawhitehouse.archives.gov/sites/default/files/women_factsheet	ADP
cblr-1724	30	10	_	_	NOUN
cblr-1724	30	11	jobs.pdf	jobs.pdf	NOUN
cblr-1724	30	12	[	[	X
cblr-1724	30	13	https://perma.cc/drw2-kv3j	https://perma.cc/drw2-kv3j	X
cblr-1724	30	14	]	]	X
cblr-1724	30	15	(	(	PUNCT
cblr-1724	30	16	last	last	ADV
cblr-1724	30	17	visited	visit	VERB
cblr-1724	30	18	july	july	PROPN
cblr-1724	30	19	14	14	NUM
cblr-1724	30	20	,	,	PUNCT
cblr-1724	30	21	2017	2017	NUM
cblr-1724	30	22	)	)	PUNCT
cblr-1724	31	1	[	[	X
cblr-1724	31	2	hereinafter	hereinafter	NOUN
cblr-1724	31	3	american	american	PROPN
cblr-1724	31	4	jobs	job	NOUN
cblr-1724	31	5	act	act	PROPN
cblr-1724	31	6	:	:	PUNCT
cblr-1724	31	7	impact	impact	NOUN
cblr-1724	31	8	for	for	ADP
cblr-1724	31	9	women	woman	NOUN
cblr-1724	31	10	]	]	PUNCT
cblr-1724	31	11	.	.	PUNCT
cblr-1724	31	12	4	4	NUM
cblr-1724	31	13	for	for	ADP
cblr-1724	31	14	a	a	DET
cblr-1724	31	15	brief	brief	ADJ
cblr-1724	31	16	history	history	NOUN
cblr-1724	31	17	of	of	ADP
cblr-1724	31	18	the	the	DET
cblr-1724	31	19	government	government	NOUN
cblr-1724	31	20	’s	’s	PART
cblr-1724	31	21	attempts	attempt	NOUN
cblr-1724	31	22	to	to	PART
cblr-1724	31	23	support	support	VERB
cblr-1724	31	24	women	woman	NOUN
cblr-1724	31	25	in	in	ADP
cblr-1724	31	26	the	the	DET
cblr-1724	31	27	workforce	workforce	NOUN
cblr-1724	31	28	and	and	CCONJ
cblr-1724	31	29	women	woman	NOUN
cblr-1724	31	30	-	-	PUNCT
cblr-1724	31	31	owned	own	VERB
cblr-1724	31	32	businesses	business	NOUN
cblr-1724	31	33	since	since	SCONJ
cblr-1724	31	34	the	the	DET
cblr-1724	31	35	progressive	progressive	ADJ
cblr-1724	31	36	era	era	NOUN
cblr-1724	31	37	,	,	PUNCT
cblr-1724	31	38	see	see	VERB
cblr-1724	31	39	infra	infra	NOUN
cblr-1724	31	40	section	section	NOUN
cblr-1724	31	41	ii.a	ii.a	PROPN
cblr-1724	31	42	.	.	PUNCT
cblr-1724	32	1	brandt	brandt	PROPN
cblr-1724	32	2	–	–	PUNCT
cblr-1724	32	3	final	final	ADJ
cblr-1724	32	4	810	810	NUM
cblr-1724	32	5	columbia	columbia	PROPN
cblr-1724	32	6	business	business	NOUN
cblr-1724	32	7	law	law	PROPN
cblr-1724	32	8	review	review	NOUN
cblr-1724	32	9	[	[	X
cblr-1724	32	10	vol	vol	NOUN
cblr-1724	32	11	.	.	PUNCT
cblr-1724	32	12	2017	2017	NUM
cblr-1724	32	13	implementing	implement	VERB
cblr-1724	32	14	to	to	PART
cblr-1724	32	15	better	well	ADV
cblr-1724	32	16	provide	provide	VERB
cblr-1724	32	17	access	access	NOUN
cblr-1724	32	18	to	to	ADP
cblr-1724	32	19	capital	capital	NOUN
cblr-1724	32	20	for	for	ADP
cblr-1724	32	21	female	female	ADJ
cblr-1724	32	22	entrepreneurs	entrepreneur	NOUN
cblr-1724	32	23	in	in	ADP
cblr-1724	32	24	the	the	DET
cblr-1724	32	25	future	future	NOUN
cblr-1724	32	26	,	,	PUNCT
cblr-1724	32	27	starting	start	VERB
cblr-1724	32	28	with	with	ADP
cblr-1724	32	29	promulgating	promulgate	VERB
cblr-1724	32	30	better	well	ADJ
cblr-1724	32	31	reporting	reporting	NOUN
cblr-1724	32	32	mechanisms	mechanism	NOUN
cblr-1724	32	33	that	that	PRON
cblr-1724	32	34	will	will	AUX
cblr-1724	32	35	allow	allow	VERB
cblr-1724	32	36	researchers	researcher	NOUN
cblr-1724	32	37	to	to	PART
cblr-1724	32	38	more	more	ADV
cblr-1724	32	39	accurately	accurately	ADV
cblr-1724	32	40	track	track	VERB
cblr-1724	32	41	the	the	DET
cblr-1724	32	42	government	government	NOUN
cblr-1724	32	43	’s	’s	PART
cblr-1724	32	44	progress	progress	NOUN
cblr-1724	32	45	in	in	ADP
cblr-1724	32	46	its	its	PRON
cblr-1724	32	47	efforts	effort	NOUN
cblr-1724	32	48	to	to	PART
cblr-1724	32	49	improve	improve	VERB
cblr-1724	32	50	access	access	NOUN
cblr-1724	32	51	to	to	ADP
cblr-1724	32	52	capital	capital	NOUN
cblr-1724	32	53	for	for	ADP
cblr-1724	32	54	female	female	ADJ
cblr-1724	32	55	entrepreneurs	entrepreneur	NOUN
cblr-1724	32	56	.	.	PUNCT
cblr-1724	33	1	in	in	ADP
cblr-1724	33	2	part	part	PROPN
cblr-1724	33	3	ii	ii	PROPN
cblr-1724	33	4	,	,	PUNCT
cblr-1724	33	5	this	this	DET
cblr-1724	33	6	note	note	NOUN
cblr-1724	33	7	explores	explore	VERB
cblr-1724	33	8	the	the	DET
cblr-1724	33	9	historical	historical	ADJ
cblr-1724	33	10	position	position	NOUN
cblr-1724	33	11	of	of	ADP
cblr-1724	33	12	women	woman	NOUN
cblr-1724	33	13	in	in	ADP
cblr-1724	33	14	the	the	DET
cblr-1724	33	15	workforce	workforce	NOUN
cblr-1724	33	16	,	,	PUNCT
cblr-1724	33	17	how	how	SCONJ
cblr-1724	33	18	the	the	DET
cblr-1724	33	19	government	government	NOUN
cblr-1724	33	20	has	have	AUX
cblr-1724	33	21	interacted	interact	VERB
cblr-1724	33	22	with	with	ADP
cblr-1724	33	23	and	and	CCONJ
cblr-1724	33	24	tried	try	VERB
cblr-1724	33	25	to	to	PART
cblr-1724	33	26	support	support	VERB
cblr-1724	33	27	wobs	wob	NOUN
cblr-1724	33	28	in	in	ADP
cblr-1724	33	29	the	the	DET
cblr-1724	33	30	past	past	NOUN
cblr-1724	33	31	,	,	PUNCT
cblr-1724	33	32	and	and	CCONJ
cblr-1724	33	33	the	the	DET
cblr-1724	33	34	particular	particular	ADJ
cblr-1724	33	35	struggle	struggle	NOUN
cblr-1724	33	36	of	of	ADP
cblr-1724	33	37	female	female	ADJ
cblr-1724	33	38	entrepreneurs	entrepreneur	NOUN
cblr-1724	33	39	in	in	ADP
cblr-1724	33	40	gaining	gain	VERB
cblr-1724	33	41	access	access	NOUN
cblr-1724	33	42	to	to	ADP
cblr-1724	33	43	capital	capital	NOUN
cblr-1724	33	44	.	.	PUNCT
cblr-1724	34	1	part	part	PROPN
cblr-1724	34	2	ii	ii	PROPN
cblr-1724	34	3	further	far	ADV
cblr-1724	34	4	provides	provide	VERB
cblr-1724	34	5	a	a	DET
cblr-1724	34	6	baseline	baseline	NOUN
cblr-1724	34	7	for	for	ADP
cblr-1724	34	8	understanding	understand	VERB
cblr-1724	34	9	the	the	DET
cblr-1724	34	10	governmental	governmental	ADJ
cblr-1724	34	11	infrastructure	infrastructure	NOUN
cblr-1724	34	12	currently	currently	ADV
cblr-1724	34	13	in	in	ADP
cblr-1724	34	14	place	place	NOUN
cblr-1724	34	15	for	for	ADP
cblr-1724	34	16	wobs	wob	NOUN
cblr-1724	34	17	and	and	CCONJ
cblr-1724	34	18	introduces	introduce	VERB
cblr-1724	34	19	the	the	DET
cblr-1724	34	20	difficulties	difficulty	NOUN
cblr-1724	34	21	faced	face	VERB
cblr-1724	34	22	by	by	ADP
cblr-1724	34	23	wobs	wob	NOUN
cblr-1724	34	24	in	in	ADP
cblr-1724	34	25	acquiring	acquire	VERB
cblr-1724	34	26	capital	capital	NOUN
cblr-1724	34	27	to	to	PART
cblr-1724	34	28	grow	grow	VERB
cblr-1724	34	29	their	their	PRON
cblr-1724	34	30	businesses	business	NOUN
cblr-1724	34	31	.	.	PUNCT
cblr-1724	35	1	the	the	DET
cblr-1724	35	2	meteoric	meteoric	ADJ
cblr-1724	35	3	rise	rise	NOUN
cblr-1724	35	4	of	of	ADP
cblr-1724	35	5	crowdfunding	crowdfunding	NOUN
cblr-1724	35	6	in	in	ADP
cblr-1724	35	7	the	the	DET
cblr-1724	35	8	united	united	PROPN
cblr-1724	35	9	states	states	PROPN
cblr-1724	35	10	is	be	AUX
cblr-1724	35	11	also	also	ADV
cblr-1724	35	12	discussed	discuss	VERB
cblr-1724	35	13	.	.	PUNCT
cblr-1724	36	1	furthermore	furthermore	ADV
cblr-1724	36	2	,	,	PUNCT
cblr-1724	36	3	part	part	PROPN
cblr-1724	36	4	ii	ii	PROPN
cblr-1724	36	5	examines	examine	VERB
cblr-1724	36	6	details	detail	NOUN
cblr-1724	36	7	of	of	ADP
cblr-1724	36	8	the	the	DET
cblr-1724	36	9	regulatory	regulatory	ADJ
cblr-1724	36	10	environment	environment	NOUN
cblr-1724	36	11	for	for	ADP
cblr-1724	36	12	securities	security	NOUN
cblr-1724	36	13	offerings	offering	NOUN
cblr-1724	36	14	prior	prior	ADV
cblr-1724	36	15	to	to	ADP
cblr-1724	36	16	the	the	DET
cblr-1724	36	17	crowdfund	crowdfund	PROPN
cblr-1724	36	18	act	act	PROPN
cblr-1724	36	19	.	.	PUNCT
cblr-1724	37	1	finally	finally	ADV
cblr-1724	37	2	,	,	PUNCT
cblr-1724	37	3	part	part	PROPN
cblr-1724	37	4	ii	ii	PROPN
cblr-1724	37	5	concludes	conclude	VERB
cblr-1724	37	6	by	by	ADP
cblr-1724	37	7	examining	examine	VERB
cblr-1724	37	8	the	the	DET
cblr-1724	37	9	adoption	adoption	NOUN
cblr-1724	37	10	of	of	ADP
cblr-1724	37	11	the	the	DET
cblr-1724	37	12	jobs	job	NOUN
cblr-1724	37	13	act	act	PROPN
cblr-1724	37	14	,	,	PUNCT
cblr-1724	37	15	including	include	VERB
cblr-1724	37	16	the	the	DET
cblr-1724	37	17	crowdfund	crowdfund	PROPN
cblr-1724	37	18	act	act	NOUN
cblr-1724	37	19	,	,	PUNCT
cblr-1724	37	20	as	as	ADV
cblr-1724	37	21	well	well	ADV
cblr-1724	37	22	as	as	ADP
cblr-1724	37	23	the	the	DET
cblr-1724	37	24	changes	change	NOUN
cblr-1724	37	25	this	this	DET
cblr-1724	37	26	legislation	legislation	NOUN
cblr-1724	37	27	and	and	CCONJ
cblr-1724	37	28	the	the	DET
cblr-1724	37	29	security	security	NOUN
cblr-1724	37	30	and	and	CCONJ
cblr-1724	37	31	exchange	exchange	PROPN
cblr-1724	37	32	commission	commission	PROPN
cblr-1724	37	33	’s	’s	PART
cblr-1724	37	34	(	(	PUNCT
cblr-1724	37	35	“	"	PUNCT
cblr-1724	37	36	sec	sec	PROPN
cblr-1724	37	37	”	"	PUNCT
cblr-1724	37	38	)	)	PUNCT
cblr-1724	37	39	adoption	adoption	NOUN
cblr-1724	37	40	of	of	ADP
cblr-1724	37	41	final	final	ADJ
cblr-1724	37	42	rules	rule	NOUN
cblr-1724	37	43	made	make	VERB
cblr-1724	37	44	to	to	ADP
cblr-1724	37	45	the	the	DET
cblr-1724	37	46	existing	exist	VERB
cblr-1724	37	47	regulatory	regulatory	ADJ
cblr-1724	37	48	field	field	NOUN
cblr-1724	37	49	.	.	PUNCT
cblr-1724	38	1	part	part	NOUN
cblr-1724	38	2	iii	iii	PROPN
cblr-1724	38	3	uses	use	VERB
cblr-1724	38	4	the	the	DET
cblr-1724	38	5	author	author	NOUN
cblr-1724	38	6	’s	’s	PART
cblr-1724	38	7	collected	collect	VERB
cblr-1724	38	8	data	datum	NOUN
cblr-1724	38	9	of	of	ADP
cblr-1724	38	10	all	all	DET
cblr-1724	38	11	applications	application	NOUN
cblr-1724	38	12	for	for	ADP
cblr-1724	38	13	crowdfunding	crowdfunde	VERB
cblr-1724	38	14	under	under	ADP
cblr-1724	38	15	the	the	DET
cblr-1724	38	16	crowdfund	crowdfund	PROPN
cblr-1724	38	17	act	act	PROPN
cblr-1724	38	18	,	,	PUNCT
cblr-1724	38	19	from	from	ADP
cblr-1724	38	20	its	its	PRON
cblr-1724	38	21	implementation	implementation	NOUN
cblr-1724	38	22	in	in	ADP
cblr-1724	38	23	may	may	PROPN
cblr-1724	38	24	2016	2016	NUM
cblr-1724	38	25	through	through	ADP
cblr-1724	38	26	mid	mid	PROPN
cblr-1724	38	27	-	-	PROPN
cblr-1724	38	28	january	january	PROPN
cblr-1724	38	29	2017	2017	NUM
cblr-1724	38	30	,	,	PUNCT
cblr-1724	38	31	to	to	PART
cblr-1724	38	32	analyze	analyze	VERB
cblr-1724	38	33	the	the	DET
cblr-1724	38	34	offerings	offering	NOUN
cblr-1724	38	35	and	and	CCONJ
cblr-1724	38	36	determine	determine	VERB
cblr-1724	38	37	if	if	SCONJ
cblr-1724	38	38	wobs	wob	NOUN
cblr-1724	38	39	have	have	AUX
cblr-1724	38	40	availed	avail	VERB
cblr-1724	38	41	themselves	themselves	PRON
cblr-1724	38	42	of	of	ADP
cblr-1724	38	43	this	this	DET
cblr-1724	38	44	new	new	ADJ
cblr-1724	38	45	opportunity	opportunity	NOUN
cblr-1724	38	46	for	for	ADP
cblr-1724	38	47	fundraising	fundraise	VERB
cblr-1724	38	48	capital	capital	NOUN
cblr-1724	38	49	.	.	PUNCT
cblr-1724	39	1	this	this	PRON
cblr-1724	39	2	is	be	AUX
cblr-1724	39	3	the	the	DET
cblr-1724	39	4	first	first	ADJ
cblr-1724	39	5	published	publish	VERB
cblr-1724	39	6	study	study	NOUN
cblr-1724	39	7	that	that	PRON
cblr-1724	39	8	seeks	seek	VERB
cblr-1724	39	9	to	to	PART
cblr-1724	39	10	quantify	quantify	VERB
cblr-1724	39	11	the	the	DET
cblr-1724	39	12	number	number	NOUN
cblr-1724	39	13	of	of	ADP
cblr-1724	39	14	wobs	wob	NOUN
cblr-1724	39	15	that	that	PRON
cblr-1724	39	16	have	have	AUX
cblr-1724	39	17	utilized	utilize	VERB
cblr-1724	39	18	regulation	regulation	NOUN
cblr-1724	39	19	crowdfunding	crowdfunding	NOUN
cblr-1724	39	20	.	.	PUNCT
cblr-1724	40	1	no	no	DET
cblr-1724	40	2	wobs	wob	NOUN
cblr-1724	40	3	closed	close	VERB
cblr-1724	40	4	equity	equity	NOUN
cblr-1724	40	5	rounds	round	NOUN
cblr-1724	40	6	during	during	ADP
cblr-1724	40	7	the	the	DET
cblr-1724	40	8	first	first	ADJ
cblr-1724	40	9	quarter	quarter	NOUN
cblr-1724	40	10	.	.	PUNCT
cblr-1724	41	1	additionally	additionally	ADV
cblr-1724	41	2	,	,	PUNCT
cblr-1724	41	3	in	in	ADP
cblr-1724	41	4	reviewing	review	VERB
cblr-1724	41	5	the	the	DET
cblr-1724	41	6	data	datum	NOUN
cblr-1724	41	7	for	for	ADP
cblr-1724	41	8	the	the	DET
cblr-1724	41	9	first	first	ADJ
cblr-1724	41	10	approximately	approximately	ADV
cblr-1724	41	11	eight	eight	NUM
cblr-1724	41	12	months	month	NOUN
cblr-1724	41	13	of	of	ADP
cblr-1724	41	14	regulation	regulation	NOUN
cblr-1724	41	15	crowdfunding	crowdfunding	NOUN
cblr-1724	41	16	,	,	PUNCT
cblr-1724	41	17	wobs	wob	NOUN
cblr-1724	41	18	were	be	AUX
cblr-1724	41	19	no	no	PRON
cblr-1724	41	20	more	more	ADV
cblr-1724	41	21	likely	likely	ADJ
cblr-1724	41	22	to	to	PART
cblr-1724	41	23	avail	avail	VERB
cblr-1724	41	24	themselves	themselves	PRON
cblr-1724	41	25	of	of	ADP
cblr-1724	41	26	the	the	DET
cblr-1724	41	27	new	new	ADJ
cblr-1724	41	28	option	option	NOUN
cblr-1724	41	29	than	than	SCONJ
cblr-1724	41	30	more	more	ADV
cblr-1724	41	31	traditional	traditional	ADJ
cblr-1724	41	32	fundraising	fundraising	NOUN
cblr-1724	41	33	pathways	pathway	NOUN
cblr-1724	41	34	,	,	PUNCT
cblr-1724	41	35	such	such	ADJ
cblr-1724	41	36	as	as	ADP
cblr-1724	41	37	angel	angel	NOUN
cblr-1724	41	38	investments.5	investments.5	PROPN
cblr-1724	41	39	these	these	DET
cblr-1724	41	40	findings	finding	NOUN
cblr-1724	41	41	raise	raise	VERB
cblr-1724	41	42	the	the	DET
cblr-1724	41	43	question	question	NOUN
cblr-1724	41	44	of	of	ADP
cblr-1724	41	45	whether	whether	SCONJ
cblr-1724	41	46	the	the	DET
cblr-1724	41	47	crowdfund	crowdfund	PROPN
cblr-1724	41	48	act	act	PROPN
cblr-1724	41	49	’s	’s	PART
cblr-1724	41	50	touted	tout	VERB
cblr-1724	41	51	increase	increase	NOUN
cblr-1724	41	52	in	in	ADP
cblr-1724	41	53	capital	capital	NOUN
cblr-1724	41	54	for	for	ADP
cblr-1724	41	55	wobs	wob	NOUN
cblr-1724	41	56	may	may	AUX
cblr-1724	41	57	be	be	AUX
cblr-1724	41	58	unfounded	unfounded	ADJ
cblr-1724	41	59	or	or	CCONJ
cblr-1724	41	60	whether	whether	SCONJ
cblr-1724	41	61	wobs	wob	NOUN
cblr-1724	41	62	are	be	AUX
cblr-1724	41	63	simply	simply	ADV
cblr-1724	41	64	5	5	NUM
cblr-1724	41	65	see	see	NOUN
cblr-1724	41	66	infra	infra	NOUN
cblr-1724	41	67	section	section	NOUN
cblr-1724	41	68	iii.b.2	iii.b.2	PROPN
cblr-1724	41	69	.	.	PUNCT
cblr-1724	42	1	brandt	brandt	PROPN
cblr-1724	42	2	–	–	PUNCT
cblr-1724	42	3	final	final	ADJ
cblr-1724	42	4	no	no	NOUN
cblr-1724	42	5	.	.	NOUN
cblr-1724	42	6	2:807	2:807	NUM
cblr-1724	42	7	]	]	PUNCT
cblr-1724	42	8	women	woman	NOUN
cblr-1724	42	9	-	-	PUNCT
cblr-1724	42	10	owned	own	VERB
cblr-1724	42	11	businesses	business	NOUN
cblr-1724	42	12	’	'	PUNCT
cblr-1724	42	13	access	access	NOUN
cblr-1724	42	14	to	to	ADP
cblr-1724	42	15	capital	capital	NOUN
cblr-1724	42	16	811	811	NUM
cblr-1724	42	17	less	less	ADV
cblr-1724	42	18	likely	likely	ADJ
cblr-1724	42	19	to	to	PART
cblr-1724	42	20	avail	avail	VERB
cblr-1724	42	21	themselves	themselves	PRON
cblr-1724	42	22	of	of	ADP
cblr-1724	42	23	the	the	DET
cblr-1724	42	24	opportunity	opportunity	NOUN
cblr-1724	42	25	to	to	PART
cblr-1724	42	26	raise	raise	VERB
cblr-1724	42	27	capital	capital	NOUN
cblr-1724	42	28	under	under	ADP
cblr-1724	42	29	the	the	DET
cblr-1724	42	30	crowdfund	crowdfund	NOUN
cblr-1724	42	31	act.6	act.6	PROPN
cblr-1724	42	32	finally	finally	ADV
cblr-1724	42	33	,	,	PUNCT
cblr-1724	42	34	in	in	ADP
cblr-1724	42	35	part	part	NOUN
cblr-1724	42	36	iv	iv	ADP
cblr-1724	42	37	,	,	PUNCT
cblr-1724	42	38	this	this	DET
cblr-1724	42	39	note	note	NOUN
cblr-1724	42	40	provides	provide	VERB
cblr-1724	42	41	several	several	ADJ
cblr-1724	42	42	suggestions	suggestion	NOUN
cblr-1724	42	43	for	for	ADP
cblr-1724	42	44	ways	way	NOUN
cblr-1724	42	45	the	the	DET
cblr-1724	42	46	sba	sba	NOUN
cblr-1724	42	47	,	,	PUNCT
cblr-1724	42	48	and	and	CCONJ
cblr-1724	42	49	the	the	DET
cblr-1724	42	50	government	government	NOUN
cblr-1724	42	51	generally	generally	ADV
cblr-1724	42	52	,	,	PUNCT
cblr-1724	42	53	can	can	AUX
cblr-1724	42	54	better	well	ADV
cblr-1724	42	55	support	support	VERB
cblr-1724	42	56	female	female	ADJ
cblr-1724	42	57	entrepreneurs	entrepreneur	NOUN
cblr-1724	42	58	.	.	PUNCT
cblr-1724	43	1	specifically	specifically	ADV
cblr-1724	43	2	,	,	PUNCT
cblr-1724	43	3	this	this	DET
cblr-1724	43	4	note	note	NOUN
cblr-1724	43	5	argues	argue	VERB
cblr-1724	43	6	that	that	SCONJ
cblr-1724	43	7	the	the	DET
cblr-1724	43	8	first	first	ADJ
cblr-1724	43	9	step	step	NOUN
cblr-1724	43	10	in	in	ADP
cblr-1724	43	11	improving	improve	VERB
cblr-1724	43	12	access	access	NOUN
cblr-1724	43	13	to	to	ADP
cblr-1724	43	14	capital	capital	NOUN
cblr-1724	43	15	is	be	AUX
cblr-1724	43	16	ensuring	ensure	VERB
cblr-1724	43	17	that	that	SCONJ
cblr-1724	43	18	adequate	adequate	ADJ
cblr-1724	43	19	reporting	reporting	NOUN
cblr-1724	43	20	is	be	AUX
cblr-1724	43	21	performed	perform	VERB
cblr-1724	43	22	on	on	ADP
cblr-1724	43	23	wobs	wob	NOUN
cblr-1724	43	24	.	.	PUNCT
cblr-1724	44	1	this	this	DET
cblr-1724	44	2	note	note	NOUN
cblr-1724	44	3	suggests	suggest	VERB
cblr-1724	44	4	that	that	SCONJ
cblr-1724	44	5	the	the	DET
cblr-1724	44	6	sec	sec	PROPN
cblr-1724	44	7	update	update	NOUN
cblr-1724	44	8	form	form	NOUN
cblr-1724	44	9	c	c	NOUN
cblr-1724	44	10	to	to	PART
cblr-1724	44	11	include	include	VERB
cblr-1724	44	12	a	a	DET
cblr-1724	44	13	checkbox	checkbox	NOUN
cblr-1724	44	14	to	to	PART
cblr-1724	44	15	indicate	indicate	VERB
cblr-1724	44	16	whether	whether	SCONJ
cblr-1724	44	17	the	the	DET
cblr-1724	44	18	issuer	issuer	NOUN
cblr-1724	44	19	is	be	AUX
cblr-1724	44	20	a	a	DET
cblr-1724	44	21	wob	wob	NOUN
cblr-1724	44	22	and	and	CCONJ
cblr-1724	44	23	suggests	suggest	VERB
cblr-1724	44	24	that	that	SCONJ
cblr-1724	44	25	the	the	DET
cblr-1724	44	26	government	government	NOUN
cblr-1724	44	27	update	update	VERB
cblr-1724	44	28	other	other	ADJ
cblr-1724	44	29	required	require	VERB
cblr-1724	44	30	disclosures	disclosure	NOUN
cblr-1724	44	31	to	to	PART
cblr-1724	44	32	report	report	VERB
cblr-1724	44	33	on	on	ADP
cblr-1724	44	34	metrics	metric	NOUN
cblr-1724	44	35	regarding	regard	VERB
cblr-1724	44	36	the	the	DET
cblr-1724	44	37	participation	participation	NOUN
cblr-1724	44	38	,	,	PUNCT
cblr-1724	44	39	retention	retention	NOUN
cblr-1724	44	40	,	,	PUNCT
cblr-1724	44	41	and	and	CCONJ
cblr-1724	44	42	promotion	promotion	NOUN
cblr-1724	44	43	rates	rate	NOUN
cblr-1724	44	44	of	of	ADP
cblr-1724	44	45	women	woman	NOUN
cblr-1724	44	46	in	in	ADP
cblr-1724	44	47	industries	industry	NOUN
cblr-1724	44	48	such	such	ADJ
cblr-1724	44	49	as	as	ADP
cblr-1724	44	50	venture	venture	NOUN
cblr-1724	44	51	capital	capital	NOUN
cblr-1724	44	52	.	.	PUNCT
cblr-1724	45	1	additionally	additionally	ADV
cblr-1724	45	2	,	,	PUNCT
cblr-1724	45	3	this	this	DET
cblr-1724	45	4	note	note	NOUN
cblr-1724	45	5	suggests	suggest	VERB
cblr-1724	45	6	that	that	SCONJ
cblr-1724	45	7	the	the	DET
cblr-1724	45	8	sba	sba	PROPN
cblr-1724	45	9	undertake	undertake	VERB
cblr-1724	45	10	a	a	DET
cblr-1724	45	11	pilot	pilot	NOUN
cblr-1724	45	12	program	program	NOUN
cblr-1724	45	13	within	within	ADP
cblr-1724	45	14	their	their	PRON
cblr-1724	45	15	women	woman	NOUN
cblr-1724	45	16	’s	’s	PART
cblr-1724	45	17	business	business	NOUN
cblr-1724	45	18	centers	center	NOUN
cblr-1724	45	19	to	to	PART
cblr-1724	45	20	provide	provide	VERB
cblr-1724	45	21	professional	professional	ADJ
cblr-1724	45	22	financial	financial	ADJ
cblr-1724	45	23	advisors	advisor	NOUN
cblr-1724	45	24	for	for	ADP
cblr-1724	45	25	female	female	ADJ
cblr-1724	45	26	entrepreneurs	entrepreneur	NOUN
cblr-1724	45	27	seeking	seek	VERB
cblr-1724	45	28	advice	advice	NOUN
cblr-1724	45	29	on	on	ADP
cblr-1724	45	30	capital	capital	NOUN
cblr-1724	45	31	raising	raising	NOUN
cblr-1724	45	32	in	in	ADP
cblr-1724	45	33	order	order	NOUN
cblr-1724	45	34	to	to	PART
cblr-1724	45	35	encourage	encourage	VERB
cblr-1724	45	36	women	woman	NOUN
cblr-1724	45	37	to	to	PART
cblr-1724	45	38	seek	seek	VERB
cblr-1724	45	39	the	the	DET
cblr-1724	45	40	appropriate	appropriate	ADJ
cblr-1724	45	41	level	level	NOUN
cblr-1724	45	42	of	of	ADP
cblr-1724	45	43	funding	funding	NOUN
cblr-1724	45	44	for	for	ADP
cblr-1724	45	45	their	their	PRON
cblr-1724	45	46	businesses	business	NOUN
cblr-1724	45	47	and	and	CCONJ
cblr-1724	45	48	to	to	PART
cblr-1724	45	49	ensure	ensure	VERB
cblr-1724	45	50	that	that	SCONJ
cblr-1724	45	51	wobs	wob	NOUN
cblr-1724	45	52	are	be	AUX
cblr-1724	45	53	aware	aware	ADJ
cblr-1724	45	54	of	of	ADP
cblr-1724	45	55	the	the	DET
cblr-1724	45	56	various	various	ADJ
cblr-1724	45	57	means	mean	NOUN
cblr-1724	45	58	of	of	ADP
cblr-1724	45	59	fundraising	fundraising	NOUN
cblr-1724	45	60	,	,	PUNCT
cblr-1724	45	61	including	include	VERB
cblr-1724	45	62	the	the	DET
cblr-1724	45	63	new	new	ADJ
cblr-1724	45	64	equity	equity	NOUN
cblr-1724	45	65	crowdfunding	crowdfunding	NOUN
cblr-1724	45	66	.	.	PUNCT
cblr-1724	46	1	ii	ii	PROPN
cblr-1724	46	2	.	.	PUNCT
cblr-1724	47	1	a	a	DET
cblr-1724	47	2	brief	brief	ADJ
cblr-1724	47	3	history	history	NOUN
cblr-1724	47	4	of	of	ADP
cblr-1724	47	5	women	woman	NOUN
cblr-1724	47	6	in	in	ADP
cblr-1724	47	7	the	the	DET
cblr-1724	47	8	workforce	workforce	NOUN
cblr-1724	47	9	,	,	PUNCT
cblr-1724	47	10	crowdfunding	crowdfunde	VERB
cblr-1724	47	11	,	,	PUNCT
cblr-1724	47	12	and	and	CCONJ
cblr-1724	47	13	the	the	DET
cblr-1724	47	14	crowdfund	crowdfund	ADJ
cblr-1724	47	15	act	act	NOUN
cblr-1724	47	16	women	woman	NOUN
cblr-1724	47	17	in	in	ADP
cblr-1724	47	18	the	the	DET
cblr-1724	47	19	american	american	ADJ
cblr-1724	47	20	workforce	workforce	PROPN
cblr-1724	47	21	have	have	AUX
cblr-1724	47	22	experienced	experience	VERB
cblr-1724	47	23	a	a	DET
cblr-1724	47	24	tumultuous	tumultuous	ADJ
cblr-1724	47	25	journey	journey	NOUN
cblr-1724	47	26	since	since	SCONJ
cblr-1724	47	27	the	the	DET
cblr-1724	47	28	government	government	NOUN
cblr-1724	47	29	originally	originally	ADV
cblr-1724	47	30	encouraged	encourage	VERB
cblr-1724	47	31	women	woman	NOUN
cblr-1724	47	32	to	to	PART
cblr-1724	47	33	participate	participate	VERB
cblr-1724	47	34	in	in	ADP
cblr-1724	47	35	formal	formal	ADJ
cblr-1724	47	36	roles	role	NOUN
cblr-1724	47	37	during	during	ADP
cblr-1724	47	38	world	world	NOUN
cblr-1724	47	39	war	war	NOUN
cblr-1724	47	40	ii.7	ii.7	PROPN
cblr-1724	47	41	swift	swift	NOUN
cblr-1724	47	42	and	and	CCONJ
cblr-1724	47	43	often	often	ADV
cblr-1724	47	44	forceful	forceful	ADJ
cblr-1724	47	45	resistance	resistance	NOUN
cblr-1724	47	46	met	meet	VERB
cblr-1724	47	47	nearly	nearly	ADV
cblr-1724	47	48	every	every	PRON
cblr-1724	47	49	step	step	NOUN
cblr-1724	47	50	of	of	ADP
cblr-1724	47	51	progress.8	progress.8	PROPN
cblr-1724	47	52	the	the	DET
cblr-1724	47	53	federal	federal	ADJ
cblr-1724	47	54	government	government	NOUN
cblr-1724	47	55	was	be	AUX
cblr-1724	47	56	relatively	relatively	ADV
cblr-1724	47	57	late	late	ADJ
cblr-1724	47	58	in	in	ADP
cblr-1724	47	59	formally	formally	ADV
cblr-1724	47	60	recognizing	recognize	VERB
cblr-1724	47	61	the	the	DET
cblr-1724	47	62	economic	economic	ADJ
cblr-1724	47	63	power	power	NOUN
cblr-1724	47	64	of	of	ADP
cblr-1724	47	65	6	6	NUM
cblr-1724	47	66	the	the	DET
cblr-1724	47	67	author	author	NOUN
cblr-1724	47	68	collected	collect	VERB
cblr-1724	47	69	data	datum	NOUN
cblr-1724	47	70	from	from	ADP
cblr-1724	47	71	the	the	DET
cblr-1724	47	72	sec	sec	PROPN
cblr-1724	47	73	’s	’s	PART
cblr-1724	47	74	publicly	publicly	ADV
cblr-1724	47	75	available	available	ADJ
cblr-1724	47	76	database	database	NOUN
cblr-1724	47	77	,	,	PUNCT
cblr-1724	47	78	edgar	edgar	NOUN
cblr-1724	47	79	,	,	PUNCT
cblr-1724	47	80	as	as	ADV
cblr-1724	47	81	well	well	ADV
cblr-1724	47	82	as	as	ADP
cblr-1724	47	83	various	various	ADJ
cblr-1724	47	84	sources	source	NOUN
cblr-1724	47	85	cited	cite	VERB
cblr-1724	47	86	throughout	throughout	ADP
cblr-1724	47	87	this	this	DET
cblr-1724	47	88	note	note	NOUN
cblr-1724	47	89	.	.	PUNCT
cblr-1724	48	1	7	7	NUM
cblr-1724	48	2	see	see	VERB
cblr-1724	48	3	generally	generally	ADV
cblr-1724	48	4	susan	susan	PROPN
cblr-1724	48	5	faludi	faludi	PROPN
cblr-1724	48	6	,	,	PUNCT
cblr-1724	48	7	backlash	backlash	NOUN
cblr-1724	48	8	:	:	PUNCT
cblr-1724	48	9	the	the	DET
cblr-1724	48	10	undeclared	undeclared	ADJ
cblr-1724	48	11	war	war	NOUN
cblr-1724	48	12	against	against	ADP
cblr-1724	48	13	american	american	ADJ
cblr-1724	48	14	women	woman	NOUN
cblr-1724	48	15	(	(	PUNCT
cblr-1724	48	16	2006	2006	NUM
cblr-1724	48	17	)	)	PUNCT
cblr-1724	48	18	.	.	PUNCT
cblr-1724	49	1	for	for	ADP
cblr-1724	49	2	a	a	DET
cblr-1724	49	3	review	review	NOUN
cblr-1724	49	4	of	of	ADP
cblr-1724	49	5	how	how	SCONJ
cblr-1724	49	6	the	the	DET
cblr-1724	49	7	pregnancy	pregnancy	NOUN
cblr-1724	49	8	discrimination	discrimination	NOUN
cblr-1724	49	9	act	act	NOUN
cblr-1724	49	10	of	of	ADP
cblr-1724	49	11	1978	1978	NUM
cblr-1724	49	12	too	too	ADV
cblr-1724	49	13	narrowly	narrowly	ADV
cblr-1724	49	14	supports	support	VERB
cblr-1724	49	15	working	work	VERB
cblr-1724	49	16	mothers	mother	NOUN
cblr-1724	49	17	in	in	ADP
cblr-1724	49	18	the	the	DET
cblr-1724	49	19	workforce	workforce	NOUN
cblr-1724	49	20	,	,	PUNCT
cblr-1724	49	21	see	see	VERB
cblr-1724	49	22	samuel	samuel	PROPN
cblr-1724	49	23	issacharoff	issacharoff	PROPN
cblr-1724	49	24	&	&	CCONJ
cblr-1724	49	25	elyse	elyse	PROPN
cblr-1724	49	26	rosenblum	rosenblum	PROPN
cblr-1724	49	27	,	,	PUNCT
cblr-1724	49	28	women	woman	NOUN
cblr-1724	49	29	and	and	CCONJ
cblr-1724	49	30	the	the	DET
cblr-1724	49	31	workplace	workplace	NOUN
cblr-1724	49	32	:	:	PUNCT
cblr-1724	49	33	accommodating	accommodate	VERB
cblr-1724	49	34	the	the	DET
cblr-1724	49	35	demands	demand	NOUN
cblr-1724	49	36	of	of	ADP
cblr-1724	49	37	pregnancy	pregnancy	NOUN
cblr-1724	49	38	,	,	PUNCT
cblr-1724	49	39	94	94	NUM
cblr-1724	49	40	colum	colum	NOUN
cblr-1724	49	41	.	.	PUNCT
cblr-1724	50	1	l.	l.	PROPN
cblr-1724	50	2	rev	rev	PROPN
cblr-1724	50	3	.	.	PROPN
cblr-1724	50	4	2154	2154	NUM
cblr-1724	50	5	,	,	PUNCT
cblr-1724	50	6	2156–57	2156–57	NUM
cblr-1724	50	7	(	(	PUNCT
cblr-1724	50	8	1994	1994	NUM
cblr-1724	50	9	)	)	PUNCT
cblr-1724	50	10	.	.	PUNCT
cblr-1724	51	1	8	8	NUM
cblr-1724	51	2	faludi	faludi	NOUN
cblr-1724	51	3	,	,	PUNCT
cblr-1724	51	4	supra	supra	PROPN
cblr-1724	51	5	note	note	NOUN
cblr-1724	51	6	7	7	NUM
cblr-1724	51	7	,	,	PUNCT
cblr-1724	51	8	at	at	ADP
cblr-1724	51	9	10–11	10–11	NUM
cblr-1724	51	10	.	.	PUNCT
cblr-1724	52	1	brandt	brandt	PROPN
cblr-1724	52	2	–	–	PUNCT
cblr-1724	52	3	final	final	ADJ
cblr-1724	52	4	812	812	PROPN
cblr-1724	52	5	columbia	columbia	PROPN
cblr-1724	52	6	business	business	NOUN
cblr-1724	52	7	law	law	PROPN
cblr-1724	52	8	review	review	NOUN
cblr-1724	52	9	[	[	X
cblr-1724	52	10	vol	vol	NOUN
cblr-1724	52	11	.	.	NOUN
cblr-1724	52	12	2017	2017	NUM
cblr-1724	52	13	women	woman	NOUN
cblr-1724	52	14	and	and	CCONJ
cblr-1724	52	15	even	even	ADV
cblr-1724	52	16	later	later	ADV
cblr-1724	52	17	in	in	ADP
cblr-1724	52	18	implementing	implement	VERB
cblr-1724	52	19	federal	federal	ADJ
cblr-1724	52	20	incentives	incentive	NOUN
cblr-1724	52	21	for	for	ADP
cblr-1724	52	22	female	female	ADJ
cblr-1724	52	23	entrepreneurs	entrepreneur	NOUN
cblr-1724	52	24	.	.	PUNCT
cblr-1724	53	1	heavily	heavily	ADV
cblr-1724	53	2	delayed	delay	VERB
cblr-1724	53	3	promulgation	promulgation	NOUN
cblr-1724	53	4	,	,	PUNCT
cblr-1724	53	5	poor	poor	ADJ
cblr-1724	53	6	implementation	implementation	NOUN
cblr-1724	53	7	,	,	PUNCT
cblr-1724	53	8	and	and	CCONJ
cblr-1724	53	9	overall	overall	ADJ
cblr-1724	53	10	ineffectiveness	ineffectiveness	NOUN
cblr-1724	53	11	often	often	ADV
cblr-1724	53	12	plagued	plague	VERB
cblr-1724	53	13	the	the	DET
cblr-1724	53	14	incentive	incentive	NOUN
cblr-1724	53	15	plans	plan	NOUN
cblr-1724	53	16	that	that	PRON
cblr-1724	53	17	congress	congress	PROPN
cblr-1724	53	18	did	do	VERB
cblr-1724	53	19	pass.9	pass.9	ADJ
cblr-1724	53	20	federal	federal	ADJ
cblr-1724	53	21	contracting	contracting	NOUN
cblr-1724	53	22	,	,	PUNCT
cblr-1724	53	23	the	the	DET
cblr-1724	53	24	modern	modern	ADJ
cblr-1724	53	25	federal	federal	ADJ
cblr-1724	53	26	government	government	NOUN
cblr-1724	53	27	’s	’s	PART
cblr-1724	53	28	main	main	ADJ
cblr-1724	53	29	source	source	NOUN
cblr-1724	53	30	of	of	ADP
cblr-1724	53	31	outreach	outreach	NOUN
cblr-1724	53	32	to	to	ADP
cblr-1724	53	33	wobs	wobs	NOUN
cblr-1724	53	34	,	,	PUNCT
cblr-1724	53	35	has	have	AUX
cblr-1724	53	36	arguably	arguably	ADV
cblr-1724	53	37	failed	fail	VERB
cblr-1724	53	38	to	to	PART
cblr-1724	53	39	meet	meet	VERB
cblr-1724	53	40	its	its	PRON
cblr-1724	53	41	goals	goal	NOUN
cblr-1724	53	42	since	since	SCONJ
cblr-1724	53	43	implementation.10	implementation.10	VERB
cblr-1724	53	44	various	various	ADJ
cblr-1724	53	45	government	government	NOUN
cblr-1724	53	46	actors	actor	NOUN
cblr-1724	53	47	undertook	undertake	VERB
cblr-1724	53	48	other	other	ADJ
cblr-1724	53	49	pilot	pilot	NOUN
cblr-1724	53	50	projects	project	NOUN
cblr-1724	53	51	in	in	ADP
cblr-1724	53	52	an	an	DET
cblr-1724	53	53	effort	effort	NOUN
cblr-1724	53	54	to	to	PART
cblr-1724	53	55	improve	improve	VERB
cblr-1724	53	56	access	access	NOUN
cblr-1724	53	57	to	to	ADP
cblr-1724	53	58	capital	capital	NOUN
cblr-1724	53	59	for	for	ADP
cblr-1724	53	60	women	woman	NOUN
cblr-1724	53	61	business	business	NOUN
cblr-1724	53	62	owners	owner	NOUN
cblr-1724	53	63	,	,	PUNCT
cblr-1724	53	64	but	but	CCONJ
cblr-1724	53	65	these	these	DET
cblr-1724	53	66	projects	project	NOUN
cblr-1724	53	67	failed	fail	VERB
cblr-1724	53	68	to	to	PART
cblr-1724	53	69	achieve	achieve	VERB
cblr-1724	53	70	long	long	ADJ
cblr-1724	53	71	-	-	PUNCT
cblr-1724	53	72	term	term	NOUN
cblr-1724	53	73	large	large	ADJ
cblr-1724	53	74	-	-	PUNCT
cblr-1724	53	75	scale	scale	NOUN
cblr-1724	53	76	adoption	adoption	NOUN
cblr-1724	53	77	or	or	CCONJ
cblr-1724	53	78	success.11	success.11	VERB
cblr-1724	53	79	this	this	DET
cblr-1724	53	80	section	section	NOUN
cblr-1724	53	81	explores	explore	VERB
cblr-1724	53	82	the	the	DET
cblr-1724	53	83	government	government	NOUN
cblr-1724	53	84	’s	’s	PART
cblr-1724	53	85	historically	historically	ADV
cblr-1724	53	86	oscillating	oscillate	VERB
cblr-1724	53	87	attitude	attitude	NOUN
cblr-1724	53	88	towards	towards	ADP
cblr-1724	53	89	women	woman	NOUN
cblr-1724	53	90	in	in	ADP
cblr-1724	53	91	the	the	DET
cblr-1724	53	92	workforce	workforce	NOUN
cblr-1724	53	93	,	,	PUNCT
cblr-1724	53	94	then	then	ADV
cblr-1724	53	95	specifically	specifically	ADV
cblr-1724	53	96	women	woman	NOUN
cblr-1724	53	97	as	as	ADP
cblr-1724	53	98	entrepreneurs	entrepreneur	NOUN
cblr-1724	53	99	,	,	PUNCT
cblr-1724	53	100	to	to	PART
cblr-1724	53	101	understand	understand	VERB
cblr-1724	53	102	the	the	DET
cblr-1724	53	103	various	various	ADJ
cblr-1724	53	104	governmental	governmental	ADJ
cblr-1724	53	105	efforts	effort	NOUN
cblr-1724	53	106	to	to	PART
cblr-1724	53	107	reach	reach	VERB
cblr-1724	53	108	out	out	ADP
cblr-1724	53	109	to	to	PART
cblr-1724	53	110	wobs	wobs	VERB
cblr-1724	53	111	,	,	PUNCT
cblr-1724	53	112	to	to	PART
cblr-1724	53	113	examine	examine	VERB
cblr-1724	53	114	the	the	DET
cblr-1724	53	115	current	current	ADJ
cblr-1724	53	116	accessibility	accessibility	NOUN
cblr-1724	53	117	of	of	ADP
cblr-1724	53	118	capital	capital	NOUN
cblr-1724	53	119	available	available	ADJ
cblr-1724	53	120	to	to	PART
cblr-1724	53	121	wobs	wob	NOUN
cblr-1724	53	122	,	,	PUNCT
cblr-1724	53	123	and	and	CCONJ
cblr-1724	53	124	to	to	PART
cblr-1724	53	125	inform	inform	VERB
cblr-1724	53	126	our	our	PRON
cblr-1724	53	127	understanding	understanding	NOUN
cblr-1724	53	128	of	of	ADP
cblr-1724	53	129	the	the	DET
cblr-1724	53	130	federal	federal	ADJ
cblr-1724	53	131	government	government	NOUN
cblr-1724	53	132	’s	’s	PART
cblr-1724	53	133	ability	ability	NOUN
cblr-1724	53	134	to	to	PART
cblr-1724	53	135	provide	provide	VERB
cblr-1724	53	136	support	support	NOUN
cblr-1724	53	137	to	to	PART
cblr-1724	53	138	wobs	wobs	VERB
cblr-1724	53	139	moving	move	VERB
cblr-1724	53	140	forward	forward	ADV
cblr-1724	53	141	.	.	PUNCT
cblr-1724	54	1	this	this	DET
cblr-1724	54	2	section	section	NOUN
cblr-1724	54	3	then	then	ADV
cblr-1724	54	4	turns	turn	VERB
cblr-1724	54	5	to	to	ADP
cblr-1724	54	6	the	the	DET
cblr-1724	54	7	rapid	rapid	ADJ
cblr-1724	54	8	rise	rise	NOUN
cblr-1724	54	9	of	of	ADP
cblr-1724	54	10	crowdfunding	crowdfunding	NOUN
cblr-1724	54	11	,	,	PUNCT
cblr-1724	54	12	particularly	particularly	ADV
cblr-1724	54	13	over	over	ADP
cblr-1724	54	14	the	the	DET
cblr-1724	54	15	internet	internet	NOUN
cblr-1724	54	16	,	,	PUNCT
cblr-1724	54	17	the	the	DET
cblr-1724	54	18	adoption	adoption	NOUN
cblr-1724	54	19	of	of	ADP
cblr-1724	54	20	the	the	DET
cblr-1724	54	21	crowdfund	crowdfund	PROPN
cblr-1724	54	22	act	act	PROPN
cblr-1724	54	23	,	,	PUNCT
cblr-1724	54	24	and	and	CCONJ
cblr-1724	54	25	how	how	SCONJ
cblr-1724	54	26	that	that	DET
cblr-1724	54	27	act	act	NOUN
cblr-1724	54	28	impacted	impact	VERB
cblr-1724	54	29	securities	security	NOUN
cblr-1724	54	30	regulations	regulation	NOUN
cblr-1724	54	31	.	.	PUNCT
cblr-1724	55	1	a.	a.	NOUN
cblr-1724	55	2	the	the	DET
cblr-1724	55	3	government	government	NOUN
cblr-1724	55	4	’s	’s	PART
cblr-1724	55	5	vacillating	vacillate	VERB
cblr-1724	55	6	involvement	involvement	NOUN
cblr-1724	55	7	with	with	ADP
cblr-1724	55	8	women	woman	NOUN
cblr-1724	55	9	in	in	ADP
cblr-1724	55	10	the	the	DET
cblr-1724	55	11	workforce	workforce	NOUN
cblr-1724	55	12	despite	despite	SCONJ
cblr-1724	55	13	the	the	DET
cblr-1724	55	14	lack	lack	NOUN
cblr-1724	55	15	of	of	ADP
cblr-1724	55	16	support	support	NOUN
cblr-1724	55	17	,	,	PUNCT
cblr-1724	55	18	and	and	CCONJ
cblr-1724	55	19	occasional	occasional	ADJ
cblr-1724	55	20	open	open	ADJ
cblr-1724	55	21	hostility	hostility	NOUN
cblr-1724	55	22	,	,	PUNCT
cblr-1724	55	23	the	the	DET
cblr-1724	55	24	government	government	NOUN
cblr-1724	55	25	has	have	AUX
cblr-1724	55	26	shown	show	VERB
cblr-1724	55	27	to	to	ADP
cblr-1724	55	28	women	woman	NOUN
cblr-1724	55	29	in	in	ADP
cblr-1724	55	30	the	the	DET
cblr-1724	55	31	workforce	workforce	NOUN
cblr-1724	55	32	,	,	PUNCT
cblr-1724	55	33	some	some	DET
cblr-1724	55	34	government	government	NOUN
cblr-1724	55	35	actors	actor	NOUN
cblr-1724	55	36	have	have	AUX
cblr-1724	55	37	long	long	ADV
cblr-1724	55	38	recognized	recognize	VERB
cblr-1724	55	39	the	the	DET
cblr-1724	55	40	importance	importance	NOUN
cblr-1724	55	41	of	of	ADP
cblr-1724	55	42	women	woman	NOUN
cblr-1724	55	43	in	in	ADP
cblr-1724	55	44	the	the	DET
cblr-1724	55	45	workforce	workforce	NOUN
cblr-1724	55	46	and	and	CCONJ
cblr-1724	55	47	of	of	ADP
cblr-1724	55	48	wobs	wob	NOUN
cblr-1724	55	49	to	to	ADP
cblr-1724	55	50	the	the	DET
cblr-1724	55	51	development	development	NOUN
cblr-1724	55	52	of	of	ADP
cblr-1724	55	53	9	9	NUM
cblr-1724	55	54	see	see	NOUN
cblr-1724	55	55	section	section	NOUN
cblr-1724	55	56	ii.a	ii.a	PROPN
cblr-1724	55	57	.	.	PUNCT
cblr-1724	56	1	for	for	ADP
cblr-1724	56	2	a	a	DET
cblr-1724	56	3	discussion	discussion	NOUN
cblr-1724	56	4	of	of	ADP
cblr-1724	56	5	the	the	DET
cblr-1724	56	6	government	government	NOUN
cblr-1724	56	7	’s	’s	PART
cblr-1724	56	8	struggle	struggle	NOUN
cblr-1724	56	9	to	to	PART
cblr-1724	56	10	provide	provide	VERB
cblr-1724	56	11	wobs	wob	NOUN
cblr-1724	56	12	five	five	NUM
cblr-1724	56	13	percent	percent	NOUN
cblr-1724	56	14	of	of	ADP
cblr-1724	56	15	federal	federal	ADJ
cblr-1724	56	16	contracting	contracting	NOUN
cblr-1724	56	17	dollars	dollar	NOUN
cblr-1724	56	18	.	.	PUNCT
cblr-1724	57	1	10	10	NUM
cblr-1724	57	2	kaitlyn	kaitlyn	PROPN
cblr-1724	57	3	mcavoy	mcavoy	PROPN
cblr-1724	57	4	,	,	PUNCT
cblr-1724	57	5	government	government	NOUN
cblr-1724	57	6	hits	hit	VERB
cblr-1724	57	7	goal	goal	NOUN
cblr-1724	57	8	of	of	ADP
cblr-1724	57	9	spending	spend	VERB
cblr-1724	57	10	5	5	NUM
cblr-1724	57	11	%	%	NOUN
cblr-1724	57	12	of	of	ADP
cblr-1724	57	13	contracting	contracting	NOUN
cblr-1724	57	14	dollars	dollar	NOUN
cblr-1724	57	15	with	with	ADP
cblr-1724	57	16	women	woman	NOUN
cblr-1724	57	17	-	-	PUNCT
cblr-1724	57	18	owned	own	VERB
cblr-1724	57	19	businesses	business	NOUN
cblr-1724	57	20	—	—	PUNCT
cblr-1724	57	21	or	or	CCONJ
cblr-1724	57	22	did	do	VERB
cblr-1724	57	23	it	it	PRON
cblr-1724	57	24	?	?	PUNCT
cblr-1724	57	25	,	,	PUNCT
cblr-1724	57	26	spend	spend	VERB
cblr-1724	57	27	matters	matter	NOUN
cblr-1724	57	28	network	network	NOUN
cblr-1724	57	29	(	(	PUNCT
cblr-1724	57	30	mar	mar	PROPN
cblr-1724	57	31	.	.	PROPN
cblr-1724	57	32	8	8	NUM
cblr-1724	57	33	,	,	PUNCT
cblr-1724	57	34	2016	2016	NUM
cblr-1724	57	35	8:12	8:12	NUM
cblr-1724	57	36	am	am	NOUN
cblr-1724	57	37	)	)	PUNCT
cblr-1724	57	38	,	,	PUNCT
cblr-1724	57	39	http://spendmatters.com/2016/03/08/government-hits-goal-of-spending-5of-contracting-dollars-with-women-owned-businesses-or-did-it/	http://spendmatters.com/2016/03/08/government-hits-goal-of-spending-5of-contracting-dollars-with-women-owned-businesses-or-did-it/	PROPN
cblr-1724	58	1	[	[	X
cblr-1724	58	2	https://perma.cc/2nh2-v7jb	https://perma.cc/2nh2-v7jb	X
cblr-1724	58	3	]	]	X
cblr-1724	58	4	.	.	PUNCT
cblr-1724	59	1	11	11	NUM
cblr-1724	59	2	for	for	ADP
cblr-1724	59	3	a	a	DET
cblr-1724	59	4	discussion	discussion	NOUN
cblr-1724	59	5	of	of	ADP
cblr-1724	59	6	the	the	DET
cblr-1724	59	7	women	woman	NOUN
cblr-1724	59	8	’s	’s	PART
cblr-1724	59	9	pre	pre	ADJ
cblr-1724	59	10	-	-	ADJ
cblr-1724	59	11	qualification	qualification	ADJ
cblr-1724	59	12	pilot	pilot	NOUN
cblr-1724	59	13	loan	loan	NOUN
cblr-1724	59	14	program	program	NOUN
cblr-1724	59	15	,	,	PUNCT
cblr-1724	59	16	see	see	VERB
cblr-1724	59	17	infra	infra	NOUN
cblr-1724	59	18	section	section	NOUN
cblr-1724	59	19	ii.a	ii.a	PROPN
cblr-1724	59	20	.	.	PUNCT
cblr-1724	60	1	brandt	brandt	PROPN
cblr-1724	60	2	–	–	PUNCT
cblr-1724	60	3	final	final	ADJ
cblr-1724	60	4	no	no	NOUN
cblr-1724	60	5	.	.	NOUN
cblr-1724	60	6	2:807	2:807	NUM
cblr-1724	60	7	]	]	PUNCT
cblr-1724	60	8	women	woman	NOUN
cblr-1724	60	9	-	-	PUNCT
cblr-1724	60	10	owned	own	VERB
cblr-1724	60	11	businesses	business	NOUN
cblr-1724	60	12	’	'	PUNCT
cblr-1724	60	13	access	access	NOUN
cblr-1724	60	14	to	to	ADP
cblr-1724	60	15	capital	capital	NOUN
cblr-1724	60	16	813	813	NUM
cblr-1724	60	17	the	the	DET
cblr-1724	60	18	country	country	NOUN
cblr-1724	60	19	’s	’s	PART
cblr-1724	60	20	economy.12	economy.12	PROPN
cblr-1724	60	21	women	woman	NOUN
cblr-1724	60	22	made	make	VERB
cblr-1724	60	23	up	up	ADP
cblr-1724	60	24	roughly	roughly	ADV
cblr-1724	60	25	twenty	twenty	NUM
cblr-1724	60	26	percent	percent	NOUN
cblr-1724	60	27	of	of	ADP
cblr-1724	60	28	the	the	DET
cblr-1724	60	29	workforce	workforce	NOUN
cblr-1724	60	30	even	even	ADV
cblr-1724	60	31	during	during	ADP
cblr-1724	60	32	the	the	DET
cblr-1724	60	33	progressive	progressive	ADJ
cblr-1724	60	34	era	era	NOUN
cblr-1724	60	35	,	,	PUNCT
cblr-1724	60	36	roughly	roughly	ADV
cblr-1724	60	37	from	from	ADP
cblr-1724	60	38	the	the	DET
cblr-1724	60	39	1890s	1890s	NUM
cblr-1724	60	40	through	through	ADP
cblr-1724	60	41	the	the	DET
cblr-1724	60	42	1920s.13	1920s.13	PROPN
cblr-1724	60	43	during	during	ADP
cblr-1724	60	44	world	world	PROPN
cblr-1724	60	45	war	war	PROPN
cblr-1724	60	46	ii	ii	PROPN
cblr-1724	60	47	,	,	PUNCT
cblr-1724	60	48	the	the	DET
cblr-1724	60	49	government	government	NOUN
cblr-1724	60	50	formally	formally	ADV
cblr-1724	60	51	recognized	recognize	VERB
cblr-1724	60	52	women	woman	NOUN
cblr-1724	60	53	as	as	ADP
cblr-1724	60	54	an	an	DET
cblr-1724	60	55	integral	integral	ADJ
cblr-1724	60	56	segment	segment	NOUN
cblr-1724	60	57	of	of	ADP
cblr-1724	60	58	the	the	DET
cblr-1724	60	59	workforce	workforce	NOUN
cblr-1724	60	60	in	in	ADP
cblr-1724	60	61	the	the	DET
cblr-1724	60	62	united	united	PROPN
cblr-1724	60	63	states	states	PROPN
cblr-1724	60	64	for	for	ADP
cblr-1724	60	65	perhaps	perhaps	ADV
cblr-1724	60	66	the	the	DET
cblr-1724	60	67	first	first	ADJ
cblr-1724	60	68	time	time	NOUN
cblr-1724	60	69	,	,	PUNCT
cblr-1724	60	70	and	and	CCONJ
cblr-1724	60	71	small	small	ADJ
cblr-1724	60	72	businesses	business	NOUN
cblr-1724	60	73	offered	offer	VERB
cblr-1724	60	74	(	(	PUNCT
cblr-1724	60	75	white	white	ADJ
cblr-1724	60	76	)	)	PUNCT
cblr-1724	60	77	women	woman	NOUN
cblr-1724	60	78	some	some	PRON
cblr-1724	60	79	of	of	ADP
cblr-1724	60	80	the	the	DET
cblr-1724	60	81	first	first	ADJ
cblr-1724	60	82	societally	societally	ADV
cblr-1724	60	83	–	–	PUNCT
cblr-1724	60	84	accepted	accept	VERB
cblr-1724	60	85	roles	role	NOUN
cblr-1724	60	86	outside	outside	ADV
cblr-1724	60	87	of	of	ADP
cblr-1724	60	88	the	the	DET
cblr-1724	60	89	home.14	home.14	PROPN
cblr-1724	60	90	although	although	SCONJ
cblr-1724	60	91	the	the	DET
cblr-1724	60	92	particular	particular	ADJ
cblr-1724	60	93	intersection	intersection	NOUN
cblr-1724	60	94	of	of	ADP
cblr-1724	60	95	race	race	NOUN
cblr-1724	60	96	,	,	PUNCT
cblr-1724	60	97	class	class	NOUN
cblr-1724	60	98	,	,	PUNCT
cblr-1724	60	99	gender	gender	NOUN
cblr-1724	60	100	,	,	PUNCT
cblr-1724	60	101	and	and	CCONJ
cblr-1724	60	102	business	business	NOUN
cblr-1724	60	103	are	be	AUX
cblr-1724	60	104	outside	outside	ADP
cblr-1724	60	105	the	the	DET
cblr-1724	60	106	scope	scope	NOUN
cblr-1724	60	107	of	of	ADP
cblr-1724	60	108	this	this	DET
cblr-1724	60	109	note	note	NOUN
cblr-1724	60	110	,	,	PUNCT
cblr-1724	60	111	it	it	PRON
cblr-1724	60	112	should	should	AUX
cblr-1724	60	113	be	be	AUX
cblr-1724	60	114	noted	note	VERB
cblr-1724	60	115	that	that	SCONJ
cblr-1724	60	116	african	african	ADJ
cblr-1724	60	117	american	american	ADJ
cblr-1724	60	118	women	woman	NOUN
cblr-1724	60	119	and	and	CCONJ
cblr-1724	60	120	lower	low	ADJ
cblr-1724	60	121	-	-	PUNCT
cblr-1724	60	122	class	class	NOUN
cblr-1724	60	123	white	white	ADJ
cblr-1724	60	124	women	woman	NOUN
cblr-1724	60	125	have	have	AUX
cblr-1724	60	126	served	serve	VERB
cblr-1724	60	127	in	in	ADP
cblr-1724	60	128	the	the	DET
cblr-1724	60	129	american	american	ADJ
cblr-1724	60	130	workforce	workforce	PROPN
cblr-1724	60	131	throughout	throughout	ADP
cblr-1724	60	132	history	history	NOUN
cblr-1724	60	133	,	,	PUNCT
cblr-1724	60	134	most	most	ADV
cblr-1724	60	135	often	often	ADV
cblr-1724	60	136	in	in	ADP
cblr-1724	60	137	service	service	NOUN
cblr-1724	60	138	and	and	CCONJ
cblr-1724	60	139	other	other	ADJ
cblr-1724	60	140	low	low	ADJ
cblr-1724	60	141	-	-	PUNCT
cblr-1724	60	142	wage	wage	NOUN
cblr-1724	60	143	positions	position	NOUN
cblr-1724	60	144	.	.	PUNCT
cblr-1724	61	1	during	during	ADP
cblr-1724	61	2	world	world	PROPN
cblr-1724	61	3	war	war	PROPN
cblr-1724	61	4	ii	ii	PROPN
cblr-1724	61	5	,	,	PUNCT
cblr-1724	61	6	the	the	DET
cblr-1724	61	7	government	government	NOUN
cblr-1724	61	8	made	make	VERB
cblr-1724	61	9	its	its	PRON
cblr-1724	61	10	first	first	ADJ
cblr-1724	61	11	attempts	attempt	NOUN
cblr-1724	61	12	at	at	ADP
cblr-1724	61	13	bringing	bring	VERB
cblr-1724	61	14	women	woman	NOUN
cblr-1724	61	15	into	into	ADP
cblr-1724	61	16	the	the	DET
cblr-1724	61	17	labor	labor	NOUN
cblr-1724	61	18	force	force	NOUN
cblr-1724	61	19	with	with	ADP
cblr-1724	61	20	propaganda	propaganda	NOUN
cblr-1724	61	21	including	include	VERB
cblr-1724	61	22	not	not	PART
cblr-1724	61	23	just	just	ADV
cblr-1724	61	24	the	the	DET
cblr-1724	61	25	iconic	iconic	ADJ
cblr-1724	61	26	rosie	rosie	NOUN
cblr-1724	61	27	the	the	DET
cblr-1724	61	28	riveter	riveter	NOUN
cblr-1724	61	29	advertisements	advertisement	NOUN
cblr-1724	61	30	,	,	PUNCT
cblr-1724	61	31	but	but	CCONJ
cblr-1724	61	32	a	a	DET
cblr-1724	61	33	full	full	ADJ
cblr-1724	61	34	campaign	campaign	NOUN
cblr-1724	61	35	of	of	ADP
cblr-1724	61	36	patriotic	patriotic	ADJ
cblr-1724	61	37	ads	ad	NOUN
cblr-1724	61	38	,	,	PUNCT
cblr-1724	61	39	movies	movie	NOUN
cblr-1724	61	40	,	,	PUNCT
cblr-1724	61	41	and	and	CCONJ
cblr-1724	61	42	posters	poster	NOUN
cblr-1724	61	43	comparing	compare	VERB
cblr-1724	61	44	women	woman	NOUN
cblr-1724	61	45	entering	enter	VERB
cblr-1724	61	46	the	the	DET
cblr-1724	61	47	workforce	workforce	NOUN
cblr-1724	61	48	to	to	ADP
cblr-1724	61	49	the	the	DET
cblr-1724	61	50	military	military	ADJ
cblr-1724	61	51	service	service	NOUN
cblr-1724	61	52	their	their	PRON
cblr-1724	61	53	labor	labor	NOUN
cblr-1724	61	54	replaced	replace	VERB
cblr-1724	61	55	,	,	PUNCT
cblr-1724	61	56	a	a	DET
cblr-1724	61	57	program	program	NOUN
cblr-1724	61	58	resulting	result	VERB
cblr-1724	61	59	in	in	ADP
cblr-1724	61	60	huge	huge	ADJ
cblr-1724	61	61	success.15	success.15	NOUN
cblr-1724	61	62	once	once	SCONJ
cblr-1724	61	63	the	the	DET
cblr-1724	61	64	war	war	NOUN
cblr-1724	61	65	ended	end	VERB
cblr-1724	61	66	,	,	PUNCT
cblr-1724	61	67	businesses	business	NOUN
cblr-1724	61	68	systematically	systematically	ADV
cblr-1724	61	69	pushed	push	VERB
cblr-1724	61	70	women	woman	NOUN
cblr-1724	61	71	back	back	ADV
cblr-1724	61	72	out	out	ADP
cblr-1724	61	73	of	of	ADP
cblr-1724	61	74	the	the	DET
cblr-1724	61	75	workforce	workforce	NOUN
cblr-1724	61	76	through	through	ADP
cblr-1724	61	77	the	the	DET
cblr-1724	61	78	reinvigoration	reinvigoration	NOUN
cblr-1724	61	79	of	of	ADP
cblr-1724	61	80	company	company	NOUN
cblr-1724	61	81	policies	policy	NOUN
cblr-1724	61	82	against	against	ADP
cblr-1724	61	83	married	married	ADJ
cblr-1724	61	84	women	woman	NOUN
cblr-1724	61	85	,	,	PUNCT
cblr-1724	61	86	accusations	accusation	NOUN
cblr-1724	61	87	of	of	ADP
cblr-1724	61	88	poor	poor	ADJ
cblr-1724	61	89	work	work	NOUN
cblr-1724	61	90	and	and	CCONJ
cblr-1724	61	91	social	social	ADJ
cblr-1724	61	92	qualities	quality	NOUN
cblr-1724	61	93	,	,	PUNCT
cblr-1724	61	94	and	and	CCONJ
cblr-1724	61	95	orchestrated	orchestrated	ADJ
cblr-1724	61	96	lay	lay	NOUN
cblr-1724	61	97	-	-	PUNCT
cblr-1724	61	98	offs	off	NOUN
cblr-1724	61	99	—	—	PUNCT
cblr-1724	62	1	all	all	DET
cblr-1724	62	2	government	government	NOUN
cblr-1724	62	3	12	12	NUM
cblr-1724	62	4	see	see	VERB
cblr-1724	62	5	lillian	lillian	PROPN
cblr-1724	62	6	f.	f.	PROPN
cblr-1724	62	7	mcmanus	mcmanus	PROPN
cblr-1724	62	8	,	,	PUNCT
cblr-1724	62	9	the	the	DET
cblr-1724	62	10	anatomy	anatomy	NOUN
cblr-1724	62	11	of	of	ADP
cblr-1724	62	12	a	a	DET
cblr-1724	62	13	helping	help	VERB
cblr-1724	62	14	hand	hand	NOUN
cblr-1724	62	15	:	:	PUNCT
cblr-1724	62	16	womenowned	womenowne	VERB
cblr-1724	62	17	small	small	ADJ
cblr-1724	62	18	businesses	business	NOUN
cblr-1724	62	19	and	and	CCONJ
cblr-1724	62	20	federal	federal	ADJ
cblr-1724	62	21	contract	contract	NOUN
cblr-1724	62	22	procurement	procurement	NOUN
cblr-1724	62	23	,	,	PUNCT
cblr-1724	62	24	18	18	NUM
cblr-1724	62	25	wm	wm	PROPN
cblr-1724	62	26	.	.	PROPN
cblr-1724	62	27	&	&	CCONJ
cblr-1724	62	28	mary	mary	PROPN
cblr-1724	62	29	j.	j.	PROPN
cblr-1724	62	30	women	women	PROPN
cblr-1724	62	31	&	&	CCONJ
cblr-1724	62	32	l.	l.	PROPN
cblr-1724	62	33	625	625	NUM
cblr-1724	62	34	,	,	PUNCT
cblr-1724	62	35	639–40	639–40	NUM
cblr-1724	62	36	(	(	PUNCT
cblr-1724	62	37	2012	2012	NUM
cblr-1724	62	38	)	)	PUNCT
cblr-1724	62	39	.	.	PUNCT
cblr-1724	63	1	see	see	VERB
cblr-1724	63	2	generally	generally	ADV
cblr-1724	63	3	h.r	h.r	PROPN
cblr-1724	63	4	.	.	PROPN
cblr-1724	63	5	rep	rep	PROPN
cblr-1724	63	6	.	.	PROPN
cblr-1724	63	7	no	no	INTJ
cblr-1724	63	8	.	.	PUNCT
cblr-1724	64	1	100736	100736	NUM
cblr-1724	64	2	(	(	PUNCT
cblr-1724	64	3	1988	1988	NUM
cblr-1724	64	4	)	)	PUNCT
cblr-1724	64	5	.	.	PUNCT
cblr-1724	65	1	13	13	NUM
cblr-1724	65	2	marcia	marcia	PROPN
cblr-1724	65	3	l.	l.	PROPN
cblr-1724	65	4	mccormick	mccormick	PROPN
cblr-1724	65	5	,	,	PUNCT
cblr-1724	65	6	consensus	consensus	NOUN
cblr-1724	65	7	,	,	PUNCT
cblr-1724	65	8	dissensus	dissensus	NOUN
cblr-1724	65	9	,	,	PUNCT
cblr-1724	65	10	and	and	CCONJ
cblr-1724	65	11	enforcement	enforcement	NOUN
cblr-1724	65	12	:	:	PUNCT
cblr-1724	65	13	legal	legal	ADJ
cblr-1724	65	14	protection	protection	NOUN
cblr-1724	65	15	of	of	ADP
cblr-1724	65	16	working	work	VERB
cblr-1724	65	17	women	woman	NOUN
cblr-1724	65	18	from	from	ADP
cblr-1724	65	19	the	the	DET
cblr-1724	65	20	time	time	NOUN
cblr-1724	65	21	of	of	ADP
cblr-1724	65	22	the	the	DET
cblr-1724	65	23	triangle	triangle	NOUN
cblr-1724	65	24	shirtwaist	shirtwaist	NOUN
cblr-1724	65	25	factory	factory	NOUN
cblr-1724	65	26	fire	fire	NOUN
cblr-1724	65	27	to	to	ADP
cblr-1724	65	28	today	today	NOUN
cblr-1724	65	29	,	,	PUNCT
cblr-1724	65	30	14	14	NUM
cblr-1724	65	31	n.y.u	n.y.u	NOUN
cblr-1724	65	32	.	.	PUNCT
cblr-1724	65	33	j.	j.	PROPN
cblr-1724	65	34	legis	legis	PROPN
cblr-1724	65	35	.	.	PUNCT
cblr-1724	65	36	&	&	CCONJ
cblr-1724	65	37	pub	pub	NOUN
cblr-1724	65	38	.	.	PUNCT
cblr-1724	65	39	pol’y	pol’y	NOUN
cblr-1724	65	40	645	645	NUM
cblr-1724	65	41	,	,	PUNCT
cblr-1724	65	42	649	649	NUM
cblr-1724	65	43	(	(	PUNCT
cblr-1724	65	44	2011	2011	NUM
cblr-1724	65	45	)	)	PUNCT
cblr-1724	65	46	.	.	PUNCT
cblr-1724	66	1	14	14	NUM
cblr-1724	66	2	mirit	mirit	PROPN
cblr-1724	66	3	eyal	eyal	PROPN
cblr-1724	66	4	-	-	PUNCT
cblr-1724	66	5	cohen	cohen	PROPN
cblr-1724	66	6	,	,	PUNCT
cblr-1724	66	7	why	why	SCONJ
cblr-1724	66	8	is	be	AUX
cblr-1724	66	9	small	small	ADJ
cblr-1724	66	10	business	business	NOUN
cblr-1724	66	11	the	the	DET
cblr-1724	66	12	chief	chief	ADJ
cblr-1724	66	13	business	business	NOUN
cblr-1724	66	14	of	of	ADP
cblr-1724	66	15	congress	congress	PROPN
cblr-1724	66	16	?	?	PUNCT
cblr-1724	67	1	,	,	PUNCT
cblr-1724	67	2	43	43	NUM
cblr-1724	67	3	rutgers	rutgers	PROPN
cblr-1724	67	4	l.j	l.j	PROPN
cblr-1724	67	5	.	.	PROPN
cblr-1724	67	6	1	1	NUM
cblr-1724	67	7	(	(	PUNCT
cblr-1724	67	8	2011	2011	NUM
cblr-1724	67	9	)	)	PUNCT
cblr-1724	67	10	;	;	PUNCT
cblr-1724	67	11	thomas	thomas	PROPN
cblr-1724	67	12	h.	h.	PROPN
cblr-1724	67	13	barnard	barnard	PROPN
cblr-1724	67	14	&	&	CCONJ
cblr-1724	67	15	adrienne	adrienne	PROPN
cblr-1724	67	16	l.	l.	PROPN
cblr-1724	67	17	rapp	rapp	PROPN
cblr-1724	67	18	,	,	PUNCT
cblr-1724	67	19	pregnant	pregnant	ADJ
cblr-1724	67	20	employees	employee	NOUN
cblr-1724	67	21	,	,	PUNCT
cblr-1724	67	22	working	working	NOUN
cblr-1724	67	23	mothers	mother	NOUN
cblr-1724	67	24	and	and	CCONJ
cblr-1724	67	25	the	the	DET
cblr-1724	67	26	workplace	workplace	NOUN
cblr-1724	67	27	—	—	PUNCT
cblr-1724	67	28	legislation	legislation	NOUN
cblr-1724	67	29	,	,	PUNCT
cblr-1724	67	30	social	social	ADJ
cblr-1724	67	31	change	change	NOUN
cblr-1724	67	32	and	and	CCONJ
cblr-1724	67	33	where	where	SCONJ
cblr-1724	67	34	we	we	PRON
cblr-1724	67	35	are	be	AUX
cblr-1724	67	36	today	today	NOUN
cblr-1724	67	37	,	,	PUNCT
cblr-1724	67	38	22	22	NUM
cblr-1724	67	39	j.l	j.l	PROPN
cblr-1724	67	40	.	.	PROPN
cblr-1724	67	41	&	&	CCONJ
cblr-1724	67	42	health	health	PROPN
cblr-1724	67	43	197	197	NUM
cblr-1724	67	44	,	,	PUNCT
cblr-1724	67	45	202	202	NUM
cblr-1724	67	46	(	(	PUNCT
cblr-1724	67	47	2009	2009	NUM
cblr-1724	67	48	)	)	PUNCT
cblr-1724	67	49	.	.	PUNCT
cblr-1724	68	1	15	15	NUM
cblr-1724	68	2	barnard	barnard	PROPN
cblr-1724	68	3	&	&	CCONJ
cblr-1724	68	4	rapp	rapp	PROPN
cblr-1724	68	5	,	,	PUNCT
cblr-1724	68	6	supra	supra	PROPN
cblr-1724	68	7	note	note	PROPN
cblr-1724	68	8	14	14	NUM
cblr-1724	68	9	,	,	PUNCT
cblr-1724	68	10	at	at	ADP
cblr-1724	68	11	202–03	202–03	NUM
cblr-1724	68	12	;	;	PUNCT
cblr-1724	68	13	melissa	melissa	PROPN
cblr-1724	68	14	e.	e.	PROPN
cblr-1724	68	15	murray	murray	PROPN
cblr-1724	68	16	,	,	PUNCT
cblr-1724	68	17	whatever	whatever	PRON
cblr-1724	68	18	happened	happen	VERB
cblr-1724	68	19	to	to	ADP
cblr-1724	68	20	g.i	g.i	PROPN
cblr-1724	68	21	.	.	PUNCT
cblr-1724	68	22	jane	jane	PROPN
cblr-1724	68	23	?	?	PUNCT
cblr-1724	68	24	:	:	PUNCT
cblr-1724	68	25	citizenship	citizenship	NOUN
cblr-1724	68	26	,	,	PUNCT
cblr-1724	68	27	gender	gender	NOUN
cblr-1724	68	28	,	,	PUNCT
cblr-1724	68	29	and	and	CCONJ
cblr-1724	68	30	social	social	ADJ
cblr-1724	68	31	policy	policy	NOUN
cblr-1724	68	32	in	in	ADP
cblr-1724	68	33	the	the	DET
cblr-1724	68	34	postwar	postwar	ADJ
cblr-1724	68	35	era	era	NOUN
cblr-1724	68	36	,	,	PUNCT
cblr-1724	68	37	9	9	NUM
cblr-1724	68	38	mich	mich	X
cblr-1724	68	39	.	.	PUNCT
cblr-1724	69	1	j.	j.	PROPN
cblr-1724	69	2	gender	gender	PROPN
cblr-1724	69	3	&	&	CCONJ
cblr-1724	69	4	l.	l.	PROPN
cblr-1724	69	5	91	91	NUM
cblr-1724	69	6	,	,	PUNCT
cblr-1724	69	7	107–09	107–09	NUM
cblr-1724	69	8	(	(	PUNCT
cblr-1724	69	9	2002	2002	NUM
cblr-1724	69	10	)	)	PUNCT
cblr-1724	69	11	.	.	PUNCT
cblr-1724	70	1	brandt	brandt	PROPN
cblr-1724	70	2	–	–	PUNCT
cblr-1724	70	3	final	final	ADJ
cblr-1724	70	4	814	814	NUM
cblr-1724	70	5	columbia	columbia	PROPN
cblr-1724	70	6	business	business	NOUN
cblr-1724	70	7	law	law	NOUN
cblr-1724	70	8	review	review	NOUN
cblr-1724	70	9	[	[	X
cblr-1724	70	10	vol	vol	NOUN
cblr-1724	70	11	.	.	PUNCT
cblr-1724	70	12	2017	2017	NUM
cblr-1724	70	13	sanctioned	sanction	VERB
cblr-1724	70	14	and	and	CCONJ
cblr-1724	70	15	encouraged.16	encouraged.16	ADJ
cblr-1724	70	16	in	in	ADP
cblr-1724	70	17	fact	fact	NOUN
cblr-1724	70	18	,	,	PUNCT
cblr-1724	70	19	the	the	DET
cblr-1724	70	20	government	government	NOUN
cblr-1724	70	21	often	often	ADV
cblr-1724	70	22	demanded	demand	VERB
cblr-1724	70	23	businesses	business	NOUN
cblr-1724	70	24	take	take	VERB
cblr-1724	70	25	such	such	ADJ
cblr-1724	70	26	action	action	NOUN
cblr-1724	70	27	with	with	ADP
cblr-1724	70	28	legislation	legislation	NOUN
cblr-1724	70	29	such	such	ADJ
cblr-1724	70	30	as	as	ADP
cblr-1724	70	31	the	the	DET
cblr-1724	70	32	selective	selective	ADJ
cblr-1724	70	33	training	training	NOUN
cblr-1724	70	34	and	and	CCONJ
cblr-1724	70	35	service	service	NOUN
cblr-1724	70	36	act	act	PROPN
cblr-1724	70	37	,	,	PUNCT
cblr-1724	70	38	which	which	PRON
cblr-1724	70	39	required	require	VERB
cblr-1724	70	40	businesses	business	NOUN
cblr-1724	70	41	to	to	PART
cblr-1724	70	42	restore	restore	VERB
cblr-1724	70	43	returning	return	VERB
cblr-1724	70	44	veterans	veteran	NOUN
cblr-1724	70	45	to	to	ADP
cblr-1724	70	46	their	their	PRON
cblr-1724	70	47	former	former	ADJ
cblr-1724	70	48	employment	employment	NOUN
cblr-1724	70	49	,	,	PUNCT
cblr-1724	70	50	displacing	displace	VERB
cblr-1724	70	51	the	the	DET
cblr-1724	70	52	“	"	PUNCT
cblr-1724	70	53	temporary	temporary	ADJ
cblr-1724	70	54	”	"	PUNCT
cblr-1724	70	55	female	female	ADJ
cblr-1724	70	56	workers	worker	NOUN
cblr-1724	70	57	that	that	PRON
cblr-1724	70	58	had	have	AUX
cblr-1724	70	59	replaced	replace	VERB
cblr-1724	70	60	them	they	PRON
cblr-1724	70	61	during	during	ADP
cblr-1724	70	62	their	their	PRON
cblr-1724	70	63	military	military	ADJ
cblr-1724	70	64	service.17	service.17	NOUN
cblr-1724	70	65	in	in	ADP
cblr-1724	70	66	large	large	ADJ
cblr-1724	70	67	part	part	NOUN
cblr-1724	70	68	,	,	PUNCT
cblr-1724	70	69	businesses	business	NOUN
cblr-1724	70	70	did	do	AUX
cblr-1724	70	71	not	not	PART
cblr-1724	70	72	welcome	welcome	VERB
cblr-1724	70	73	women	woman	NOUN
cblr-1724	70	74	back	back	ADV
cblr-1724	70	75	into	into	ADP
cblr-1724	70	76	the	the	DET
cblr-1724	70	77	workforce	workforce	NOUN
cblr-1724	70	78	until	until	ADP
cblr-1724	70	79	the	the	DET
cblr-1724	70	80	civil	civil	ADJ
cblr-1724	70	81	rights	right	NOUN
cblr-1724	70	82	era	era	NOUN
cblr-1724	70	83	of	of	ADP
cblr-1724	70	84	the	the	DET
cblr-1724	70	85	1960s	1960	NOUN
cblr-1724	70	86	.	.	PUNCT
cblr-1724	71	1	both	both	PRON
cblr-1724	71	2	congress	congress	PROPN
cblr-1724	71	3	and	and	CCONJ
cblr-1724	71	4	president	president	PROPN
cblr-1724	71	5	kennedy	kennedy	PROPN
cblr-1724	71	6	attempted	attempt	VERB
cblr-1724	71	7	to	to	PART
cblr-1724	71	8	stymie	stymie	VERB
cblr-1724	71	9	the	the	DET
cblr-1724	71	10	discriminatory	discriminatory	ADJ
cblr-1724	71	11	practices	practice	NOUN
cblr-1724	71	12	re	re	VERB
cblr-1724	71	13	-	-	VERB
cblr-1724	71	14	instated	instate	VERB
cblr-1724	71	15	after	after	ADP
cblr-1724	71	16	world	world	PROPN
cblr-1724	71	17	war	war	PROPN
cblr-1724	71	18	ii	ii	PROPN
cblr-1724	71	19	with	with	ADP
cblr-1724	71	20	the	the	DET
cblr-1724	71	21	passage	passage	NOUN
cblr-1724	71	22	of	of	ADP
cblr-1724	71	23	the	the	DET
cblr-1724	71	24	equal	equal	ADJ
cblr-1724	71	25	pay	pay	NOUN
cblr-1724	71	26	act	act	NOUN
cblr-1724	71	27	in	in	ADP
cblr-1724	71	28	1963.18	1963.18	NUM
cblr-1724	71	29	congress	congress	PROPN
cblr-1724	71	30	quickly	quickly	ADV
cblr-1724	71	31	followed	follow	VERB
cblr-1724	71	32	this	this	DET
cblr-1724	71	33	bill	bill	NOUN
cblr-1724	71	34	with	with	ADP
cblr-1724	71	35	the	the	DET
cblr-1724	71	36	passage	passage	NOUN
cblr-1724	71	37	of	of	ADP
cblr-1724	71	38	the	the	DET
cblr-1724	71	39	civil	civil	ADJ
cblr-1724	71	40	rights	right	NOUN
cblr-1724	71	41	act	act	NOUN
cblr-1724	71	42	in	in	ADP
cblr-1724	71	43	1964	1964	NUM
cblr-1724	71	44	,	,	PUNCT
cblr-1724	71	45	specifically	specifically	ADV
cblr-1724	71	46	title	title	VERB
cblr-1724	71	47	vii	vii	PROPN
cblr-1724	71	48	’s	’s	PART
cblr-1724	71	49	prohibition	prohibition	NOUN
cblr-1724	71	50	of	of	ADP
cblr-1724	71	51	discrimination	discrimination	NOUN
cblr-1724	71	52	based	base	VERB
cblr-1724	71	53	on	on	ADP
cblr-1724	71	54	sex	sex	NOUN
cblr-1724	71	55	.	.	PUNCT
cblr-1724	72	1	with	with	ADP
cblr-1724	72	2	these	these	DET
cblr-1724	72	3	pieces	piece	NOUN
cblr-1724	72	4	of	of	ADP
cblr-1724	72	5	legislation	legislation	NOUN
cblr-1724	72	6	,	,	PUNCT
cblr-1724	72	7	congress	congress	PROPN
cblr-1724	72	8	again	again	ADV
cblr-1724	72	9	sought	seek	VERB
cblr-1724	72	10	to	to	PART
cblr-1724	72	11	improve	improve	VERB
cblr-1724	72	12	opportunities	opportunity	NOUN
cblr-1724	72	13	and	and	CCONJ
cblr-1724	72	14	working	working	NOUN
cblr-1724	72	15	conditions	condition	NOUN
cblr-1724	72	16	for	for	ADP
cblr-1724	72	17	women	woman	NOUN
cblr-1724	72	18	in	in	ADP
cblr-1724	72	19	the	the	DET
cblr-1724	72	20	workforce.19	workforce.19	NOUN
cblr-1724	72	21	however	however	ADV
cblr-1724	72	22	,	,	PUNCT
cblr-1724	72	23	according	accord	VERB
cblr-1724	72	24	to	to	ADP
cblr-1724	72	25	some	some	DET
cblr-1724	72	26	contested	contest	VERB
cblr-1724	72	27	accounts	account	NOUN
cblr-1724	72	28	,	,	PUNCT
cblr-1724	72	29	congress	congress	PROPN
cblr-1724	72	30	only	only	ADV
cblr-1724	72	31	included	include	VERB
cblr-1724	72	32	“	"	PUNCT
cblr-1724	72	33	sex	sex	NOUN
cblr-1724	72	34	”	"	PUNCT
cblr-1724	72	35	in	in	ADP
cblr-1724	72	36	the	the	DET
cblr-1724	72	37	prohibitions	prohibition	NOUN
cblr-1724	72	38	of	of	ADP
cblr-1724	72	39	employment	employment	NOUN
cblr-1724	72	40	discrimination	discrimination	NOUN
cblr-1724	72	41	as	as	ADP
cblr-1724	72	42	an	an	DET
cblr-1724	72	43	attempt	attempt	NOUN
cblr-1724	72	44	to	to	PART
cblr-1724	72	45	undermine	undermine	VERB
cblr-1724	72	46	the	the	DET
cblr-1724	72	47	overall	overall	ADJ
cblr-1724	72	48	legislation	legislation	NOUN
cblr-1724	72	49	and	and	CCONJ
cblr-1724	72	50	never	never	ADV
cblr-1724	72	51	intended	intend	VERB
cblr-1724	72	52	to	to	PART
cblr-1724	72	53	provide	provide	VERB
cblr-1724	72	54	actual	actual	ADJ
cblr-1724	72	55	assistance	assistance	NOUN
cblr-1724	72	56	to	to	ADP
cblr-1724	72	57	women	woman	NOUN
cblr-1724	72	58	hoping	hope	VERB
cblr-1724	72	59	to	to	PART
cblr-1724	72	60	find	find	VERB
cblr-1724	72	61	employment	employment	NOUN
cblr-1724	72	62	opportunities.20	opportunities.20	NOUN
cblr-1724	72	63	despite	despite	SCONJ
cblr-1724	72	64	the	the	DET
cblr-1724	72	65	contradictory	contradictory	ADJ
cblr-1724	72	66	accounts	account	NOUN
cblr-1724	72	67	,	,	PUNCT
cblr-1724	72	68	history	history	NOUN
cblr-1724	72	69	makes	make	VERB
cblr-1724	72	70	clear	clear	ADJ
cblr-1724	72	71	that	that	SCONJ
cblr-1724	72	72	the	the	DET
cblr-1724	72	73	bill	bill	NOUN
cblr-1724	72	74	did	do	AUX
cblr-1724	72	75	not	not	PART
cblr-1724	72	76	include	include	VERB
cblr-1724	72	77	sex	sex	NOUN
cblr-1724	72	78	as	as	ADP
cblr-1724	72	79	a	a	DET
cblr-1724	72	80	protected	protected	ADJ
cblr-1724	72	81	class	class	NOUN
cblr-1724	72	82	in	in	ADP
cblr-1724	72	83	its	its	PRON
cblr-1724	72	84	original	original	ADJ
cblr-1724	72	85	form	form	NOUN
cblr-1724	72	86	;	;	PUNCT
cblr-1724	72	87	congress	congress	PROPN
cblr-1724	72	88	engaged	engage	VERB
cblr-1724	72	89	in	in	ADP
cblr-1724	72	90	little	little	ADJ
cblr-1724	72	91	legislative	legislative	ADJ
cblr-1724	72	92	debate	debate	NOUN
cblr-1724	72	93	over	over	ADP
cblr-1724	72	94	the	the	DET
cblr-1724	72	95	last	last	ADJ
cblr-1724	72	96	-	-	PUNCT
cblr-1724	72	97	minute	minute	NOUN
cblr-1724	72	98	addition	addition	NOUN
cblr-1724	72	99	,	,	PUNCT
cblr-1724	72	100	and	and	CCONJ
cblr-1724	72	101	ultimately	ultimately	ADV
cblr-1724	72	102	passed	pass	VERB
cblr-1724	72	103	the	the	DET
cblr-1724	72	104	bill	bill	NOUN
cblr-1724	72	105	with	with	ADP
cblr-1724	72	106	the	the	DET
cblr-1724	72	107	inclusion	inclusion	NOUN
cblr-1724	72	108	of	of	ADP
cblr-1724	72	109	“	"	PUNCT
cblr-1724	72	110	sex	sex	NOUN
cblr-1724	72	111	”	"	PUNCT
cblr-1724	72	112	as	as	ADP
cblr-1724	72	113	a	a	DET
cblr-1724	72	114	protected	protect	VERB
cblr-1724	72	115	class.21	class.21	NOUN
cblr-1724	72	116	whether	whether	SCONJ
cblr-1724	72	117	the	the	DET
cblr-1724	72	118	mid-1960s	mid-1960s	NUM
cblr-1724	72	119	congress	congress	PROPN
cblr-1724	72	120	intended	intend	VERB
cblr-1724	72	121	to	to	PART
cblr-1724	72	122	encourage	encourage	VERB
cblr-1724	72	123	women	woman	NOUN
cblr-1724	72	124	to	to	PART
cblr-1724	72	125	enter	enter	VERB
cblr-1724	72	126	the	the	DET
cblr-1724	72	127	workforce	workforce	NOUN
cblr-1724	72	128	or	or	CCONJ
cblr-1724	72	129	not	not	PART
cblr-1724	72	130	,	,	PUNCT
cblr-1724	72	131	by	by	ADP
cblr-1724	72	132	the	the	DET
cblr-1724	72	133	late	late	ADJ
cblr-1724	72	134	1970s	1970	NOUN
cblr-1724	72	135	,	,	PUNCT
cblr-1724	72	136	congress	congress	PROPN
cblr-1724	72	137	took	take	VERB
cblr-1724	72	138	up	up	ADP
cblr-1724	72	139	the	the	DET
cblr-1724	72	140	charge	charge	NOUN
cblr-1724	72	141	again.22	again.22	NOUN
cblr-1724	72	142	the	the	DET
cblr-1724	72	143	pregnancy	pregnancy	NOUN
cblr-1724	72	144	16	16	NUM
cblr-1724	72	145	barnard	barnard	PROPN
cblr-1724	72	146	&	&	CCONJ
cblr-1724	72	147	rapp	rapp	PROPN
cblr-1724	72	148	,	,	PUNCT
cblr-1724	72	149	supra	supra	PROPN
cblr-1724	72	150	note	note	PROPN
cblr-1724	72	151	14	14	NUM
cblr-1724	72	152	,	,	PUNCT
cblr-1724	72	153	at	at	ADP
cblr-1724	72	154	204	204	NUM
cblr-1724	72	155	.	.	PUNCT
cblr-1724	73	1	17	17	NUM
cblr-1724	73	2	murray	murray	NOUN
cblr-1724	73	3	,	,	PUNCT
cblr-1724	73	4	supra	supra	PROPN
cblr-1724	73	5	note	note	PROPN
cblr-1724	73	6	15	15	NUM
cblr-1724	73	7	,	,	PUNCT
cblr-1724	73	8	at	at	ADP
cblr-1724	73	9	107	107	NUM
cblr-1724	73	10	.	.	PUNCT
cblr-1724	74	1	18	18	NUM
cblr-1724	74	2	see	see	VERB
cblr-1724	74	3	morgan	morgan	PROPN
cblr-1724	74	4	a.	a.	PROPN
cblr-1724	74	5	tufarolo	tufarolo	PROPN
cblr-1724	74	6	,	,	PUNCT
cblr-1724	74	7	you	you	PRON
cblr-1724	74	8	have	have	AUX
cblr-1724	74	9	n’t	not	PART
cblr-1724	74	10	come	come	VERB
cblr-1724	74	11	a	a	DET
cblr-1724	74	12	long	long	ADJ
cblr-1724	74	13	way	way	NOUN
cblr-1724	74	14	,	,	PUNCT
cblr-1724	74	15	baby	baby	NOUN
cblr-1724	74	16	:	:	PUNCT
cblr-1724	74	17	the	the	DET
cblr-1724	74	18	courts	court	NOUN
cblr-1724	74	19	’	’	PART
cblr-1724	74	20	inability	inability	NOUN
cblr-1724	74	21	to	to	PART
cblr-1724	74	22	eliminate	eliminate	VERB
cblr-1724	74	23	the	the	DET
cblr-1724	74	24	gender	gender	NOUN
cblr-1724	74	25	wage	wage	NOUN
cblr-1724	74	26	gap	gap	NOUN
cblr-1724	74	27	fifty	fifty	NUM
cblr-1724	74	28	-	-	PUNCT
cblr-1724	74	29	two	two	NUM
cblr-1724	74	30	years	year	NOUN
cblr-1724	74	31	after	after	ADP
cblr-1724	74	32	the	the	DET
cblr-1724	74	33	passage	passage	NOUN
cblr-1724	74	34	of	of	ADP
cblr-1724	74	35	the	the	DET
cblr-1724	74	36	equal	equal	ADJ
cblr-1724	74	37	pay	pay	PROPN
cblr-1724	74	38	act	act	PROPN
cblr-1724	74	39	,	,	PUNCT
cblr-1724	74	40	24	24	NUM
cblr-1724	74	41	am	am	NOUN
cblr-1724	74	42	.	.	PUNCT
cblr-1724	75	1	u.j	u.j	PROPN
cblr-1724	75	2	.	.	PROPN
cblr-1724	75	3	gender	gender	PROPN
cblr-1724	75	4	soc	soc	PROPN
cblr-1724	75	5	.	.	PUNCT
cblr-1724	76	1	pol’y	pol’y	NOUN
cblr-1724	76	2	&	&	CCONJ
cblr-1724	76	3	l.	l.	PROPN
cblr-1724	76	4	305	305	NUM
cblr-1724	76	5	,	,	PUNCT
cblr-1724	76	6	306	306	NUM
cblr-1724	76	7	(	(	PUNCT
cblr-1724	76	8	2016	2016	NUM
cblr-1724	76	9	)	)	PUNCT
cblr-1724	76	10	.	.	PUNCT
cblr-1724	77	1	19	19	NUM
cblr-1724	77	2	barnard	barnard	PROPN
cblr-1724	77	3	&	&	CCONJ
cblr-1724	77	4	rapp	rapp	PROPN
cblr-1724	77	5	,	,	PUNCT
cblr-1724	77	6	supra	supra	PROPN
cblr-1724	77	7	note	note	PROPN
cblr-1724	77	8	14	14	NUM
cblr-1724	77	9	,	,	PUNCT
cblr-1724	77	10	at	at	ADP
cblr-1724	77	11	200	200	NUM
cblr-1724	77	12	.	.	NOUN
cblr-1724	77	13	20	20	NUM
cblr-1724	78	1	i	i	PRON
cblr-1724	78	2	d.	d.	VERB
cblr-1724	78	3	at	at	ADP
cblr-1724	78	4	206	206	NUM
cblr-1724	78	5	.	.	PUNCT
cblr-1724	79	1	21	21	NUM
cblr-1724	80	1	i	i	PRON
cblr-1724	80	2	d.	d.	PROPN
cblr-1724	80	3	at	at	ADP
cblr-1724	80	4	205–06	205–06	NUM
cblr-1724	80	5	.	.	PROPN
cblr-1724	81	1	22	22	NUM
cblr-1724	82	1	i	i	PRON
cblr-1724	82	2	d.	d.	PROPN
cblr-1724	82	3	at	at	ADP
cblr-1724	82	4	206–07	206–07	PROPN
cblr-1724	82	5	.	.	PUNCT
cblr-1724	83	1	brandt	brandt	PROPN
cblr-1724	83	2	–	–	PUNCT
cblr-1724	83	3	final	final	ADJ
cblr-1724	83	4	no	no	NOUN
cblr-1724	83	5	.	.	NOUN
cblr-1724	83	6	2:807	2:807	NUM
cblr-1724	83	7	]	]	PUNCT
cblr-1724	83	8	women	woman	NOUN
cblr-1724	83	9	-	-	PUNCT
cblr-1724	83	10	owned	own	VERB
cblr-1724	83	11	businesses	business	NOUN
cblr-1724	83	12	’	'	PUNCT
cblr-1724	83	13	access	access	NOUN
cblr-1724	83	14	to	to	ADP
cblr-1724	83	15	capital	capital	NOUN
cblr-1724	83	16	815	815	NUM
cblr-1724	83	17	discrimination	discrimination	NOUN
cblr-1724	83	18	act	act	NOUN
cblr-1724	83	19	of	of	ADP
cblr-1724	83	20	1978	1978	NUM
cblr-1724	83	21	aimed	aim	VERB
cblr-1724	83	22	to	to	PART
cblr-1724	83	23	bolster	bolster	VERB
cblr-1724	83	24	women	woman	NOUN
cblr-1724	83	25	’s	’s	PART
cblr-1724	83	26	place	place	NOUN
cblr-1724	83	27	in	in	ADP
cblr-1724	83	28	the	the	DET
cblr-1724	83	29	workforce	workforce	NOUN
cblr-1724	83	30	by	by	ADP
cblr-1724	83	31	ensuring	ensure	VERB
cblr-1724	83	32	that	that	SCONJ
cblr-1724	83	33	pregnancy	pregnancy	NOUN
cblr-1724	83	34	-	-	PUNCT
cblr-1724	83	35	related	relate	VERB
cblr-1724	83	36	discrimination	discrimination	NOUN
cblr-1724	83	37	was	be	AUX
cblr-1724	83	38	considered	consider	VERB
cblr-1724	83	39	sex	sex	NOUN
cblr-1724	83	40	discrimination	discrimination	NOUN
cblr-1724	83	41	under	under	ADP
cblr-1724	83	42	title	title	NOUN
cblr-1724	83	43	vii	vii	PROPN
cblr-1724	83	44	after	after	SCONJ
cblr-1724	83	45	the	the	DET
cblr-1724	83	46	supreme	supreme	PROPN
cblr-1724	83	47	court	court	PROPN
cblr-1724	83	48	held	hold	VERB
cblr-1724	83	49	in	in	ADP
cblr-1724	83	50	gilbert	gilbert	PROPN
cblr-1724	83	51	that	that	PRON
cblr-1724	83	52	pregnancyrelated	pregnancyrelate	VERB
cblr-1724	83	53	discrimination	discrimination	NOUN
cblr-1724	83	54	did	do	AUX
cblr-1724	83	55	not	not	PART
cblr-1724	83	56	qualify	qualify	VERB
cblr-1724	83	57	as	as	ADP
cblr-1724	83	58	sex	sex	NOUN
cblr-1724	83	59	discrimination	discrimination	NOUN
cblr-1724	83	60	under	under	ADP
cblr-1724	83	61	title	title	NOUN
cblr-1724	83	62	vii	vii	PROPN
cblr-1724	83	63	of	of	ADP
cblr-1724	83	64	the	the	DET
cblr-1724	83	65	civil	civil	ADJ
cblr-1724	83	66	rights	right	NOUN
cblr-1724	83	67	act	act	NOUN
cblr-1724	83	68	of	of	ADP
cblr-1724	83	69	1964.23	1964.23	NUM
cblr-1724	83	70	this	this	DET
cblr-1724	83	71	development	development	NOUN
cblr-1724	83	72	was	be	AUX
cblr-1724	83	73	also	also	ADV
cblr-1724	83	74	met	meet	VERB
cblr-1724	83	75	with	with	ADP
cblr-1724	83	76	resistance	resistance	NOUN
cblr-1724	83	77	and	and	CCONJ
cblr-1724	83	78	criticism.24	criticism.24	NOUN
cblr-1724	83	79	in	in	ADP
cblr-1724	83	80	the	the	DET
cblr-1724	83	81	earlyand	earlyand	NOUN
cblr-1724	83	82	mid-1980s	mid-1980	NOUN
cblr-1724	83	83	,	,	PUNCT
cblr-1724	83	84	several	several	ADJ
cblr-1724	83	85	commentators	commentator	NOUN
cblr-1724	83	86	,	,	PUNCT
cblr-1724	83	87	notably	notably	ADV
cblr-1724	83	88	those	those	PRON
cblr-1724	83	89	leading	lead	VERB
cblr-1724	83	90	the	the	DET
cblr-1724	83	91	far	far	ADV
cblr-1724	83	92	-	-	PUNCT
cblr-1724	83	93	right	right	ADJ
cblr-1724	83	94	political	political	ADJ
cblr-1724	83	95	movements	movement	NOUN
cblr-1724	83	96	of	of	ADP
cblr-1724	83	97	the	the	DET
cblr-1724	83	98	reagan	reagan	PROPN
cblr-1724	83	99	era	era	NOUN
cblr-1724	83	100	,	,	PUNCT
cblr-1724	83	101	decried	decry	VERB
cblr-1724	83	102	lowered	lower	VERB
cblr-1724	83	103	birth	birth	NOUN
cblr-1724	83	104	rates	rate	NOUN
cblr-1724	83	105	among	among	ADP
cblr-1724	83	106	white	white	ADJ
cblr-1724	83	107	women	woman	NOUN
cblr-1724	83	108	and	and	CCONJ
cblr-1724	83	109	suggested	suggest	VERB
cblr-1724	83	110	that	that	SCONJ
cblr-1724	83	111	anti	anti	ADJ
cblr-1724	83	112	-	-	ADJ
cblr-1724	83	113	discrimination	discrimination	ADJ
cblr-1724	83	114	legislation	legislation	NOUN
cblr-1724	83	115	such	such	ADJ
cblr-1724	83	116	as	as	ADP
cblr-1724	83	117	the	the	DET
cblr-1724	83	118	equal	equal	ADJ
cblr-1724	83	119	pay	pay	NOUN
cblr-1724	83	120	act	act	NOUN
cblr-1724	83	121	be	be	AUX
cblr-1724	83	122	repealed.25	repealed.25	PROPN
cblr-1724	83	123	congress	congress	PROPN
cblr-1724	83	124	took	take	VERB
cblr-1724	83	125	no	no	DET
cblr-1724	83	126	such	such	ADJ
cblr-1724	83	127	action	action	NOUN
cblr-1724	83	128	,	,	PUNCT
cblr-1724	83	129	and	and	CCONJ
cblr-1724	83	130	these	these	DET
cblr-1724	83	131	anti	anti	ADJ
cblr-1724	83	132	-	-	ADJ
cblr-1724	83	133	discrimination	discrimination	ADJ
cblr-1724	83	134	laws	law	NOUN
cblr-1724	83	135	remain	remain	VERB
cblr-1724	83	136	in	in	ADP
cblr-1724	83	137	effect	effect	NOUN
cblr-1724	83	138	today.26	today.26	ADJ
cblr-1724	83	139	in	in	ADP
cblr-1724	83	140	1988	1988	NUM
cblr-1724	83	141	,	,	PUNCT
cblr-1724	83	142	the	the	DET
cblr-1724	83	143	united	united	PROPN
cblr-1724	83	144	states	states	PROPN
cblr-1724	83	145	house	house	PROPN
cblr-1724	83	146	of	of	ADP
cblr-1724	83	147	representatives	representatives	PROPN
cblr-1724	83	148	committee	committee	PROPN
cblr-1724	83	149	on	on	ADP
cblr-1724	83	150	small	small	ADJ
cblr-1724	83	151	business	business	NOUN
cblr-1724	83	152	referred	refer	VERB
cblr-1724	83	153	to	to	ADP
cblr-1724	83	154	women	woman	NOUN
cblr-1724	83	155	as	as	ADP
cblr-1724	83	156	a	a	DET
cblr-1724	83	157	“	"	PUNCT
cblr-1724	83	158	gold	gold	ADJ
cblr-1724	83	159	mine	mine	NOUN
cblr-1724	83	160	of	of	ADP
cblr-1724	83	161	human	human	ADJ
cblr-1724	83	162	capital	capital	NOUN
cblr-1724	83	163	”	"	PUNCT
cblr-1724	83	164	and	and	CCONJ
cblr-1724	83	165	recognized	recognize	VERB
cblr-1724	83	166	the	the	DET
cblr-1724	83	167	“	"	PUNCT
cblr-1724	83	168	vital	vital	ADJ
cblr-1724	83	169	import[ance	import[ance	NOUN
cblr-1724	83	170	of	of	ADP
cblr-1724	83	171	]	]	PUNCT
cblr-1724	83	172	assist[ing	assist[e	VERB
cblr-1724	83	173	]	]	PUNCT
cblr-1724	83	174	this	this	DET
cblr-1724	83	175	economic	economic	ADJ
cblr-1724	83	176	revolution	revolution	NOUN
cblr-1724	83	177	.	.	PUNCT
cblr-1724	84	1	”27	”27	ADV
cblr-1724	84	2	that	that	DET
cblr-1724	84	3	year	year	NOUN
cblr-1724	84	4	,	,	PUNCT
cblr-1724	84	5	congress	congress	PROPN
cblr-1724	84	6	added	add	VERB
cblr-1724	84	7	section	section	NOUN
cblr-1724	84	8	(	(	PUNCT
cblr-1724	84	9	h	h	NOUN
cblr-1724	84	10	)	)	PUNCT
cblr-1724	84	11	to	to	ADP
cblr-1724	84	12	the	the	DET
cblr-1724	84	13	small	small	ADJ
cblr-1724	84	14	business	business	PROPN
cblr-1724	84	15	act	act	NOUN
cblr-1724	84	16	of	of	ADP
cblr-1724	84	17	1953	1953	NUM
cblr-1724	84	18	,	,	PUNCT
cblr-1724	84	19	specifically	specifically	ADV
cblr-1724	84	20	finding	find	VERB
cblr-1724	84	21	that	that	SCONJ
cblr-1724	84	22	wobs	wob	NOUN
cblr-1724	84	23	are	be	AUX
cblr-1724	84	24	a	a	DET
cblr-1724	84	25	“	"	PUNCT
cblr-1724	84	26	major	major	ADJ
cblr-1724	84	27	contributor	contributor	NOUN
cblr-1724	84	28	to	to	ADP
cblr-1724	84	29	the	the	DET
cblr-1724	84	30	american	american	ADJ
cblr-1724	84	31	economy	economy	NOUN
cblr-1724	84	32	.	.	PUNCT
cblr-1724	85	1	”28	”28	NOUN
cblr-1724	85	2	section	section	NOUN
cblr-1724	85	3	(	(	PUNCT
cblr-1724	85	4	h	h	NOUN
cblr-1724	85	5	)	)	PUNCT
cblr-1724	85	6	recognizes	recognize	VERB
cblr-1724	85	7	the	the	DET
cblr-1724	85	8	existence	existence	NOUN
cblr-1724	85	9	of	of	ADP
cblr-1724	85	10	“	"	PUNCT
cblr-1724	85	11	overt	overt	ADJ
cblr-1724	85	12	and	and	CCONJ
cblr-1724	85	13	subtle	subtle	ADJ
cblr-1724	85	14	”	"	PUNCT
cblr-1724	85	15	forms	form	NOUN
cblr-1724	85	16	of	of	ADP
cblr-1724	85	17	discrimination	discrimination	NOUN
cblr-1724	85	18	that	that	PRON
cblr-1724	85	19	negatively	negatively	ADV
cblr-1724	85	20	impact	impact	VERB
cblr-1724	85	21	women	woman	NOUN
cblr-1724	85	22	’s	’s	PART
cblr-1724	85	23	ability	ability	NOUN
cblr-1724	85	24	to	to	PART
cblr-1724	85	25	raise	raise	VERB
cblr-1724	85	26	capital.29	capital.29	NOUN
cblr-1724	85	27	it	it	PRON
cblr-1724	85	28	further	far	ADV
cblr-1724	85	29	states	state	VERB
cblr-1724	85	30	that	that	SCONJ
cblr-1724	85	31	its	its	PRON
cblr-1724	85	32	purpose	purpose	NOUN
cblr-1724	85	33	is	be	AUX
cblr-1724	85	34	to	to	PART
cblr-1724	85	35	“	"	PUNCT
cblr-1724	85	36	remove	remove	VERB
cblr-1724	85	37	.	.	PUNCT
cblr-1724	85	38	.	.	PUNCT
cblr-1724	86	1	.	.	PUNCT
cblr-1724	87	1	discriminatory	discriminatory	ADJ
cblr-1724	87	2	barriers	barrier	NOUN
cblr-1724	87	3	.	.	PUNCT
cblr-1724	87	4	.	.	PUNCT
cblr-1724	87	5	.	.	PUNCT
cblr-1724	88	1	[	[	X
cblr-1724	88	2	for	for	ADP
cblr-1724	88	3	]	]	PUNCT
cblr-1724	88	4	women	woman	NOUN
cblr-1724	88	5	in	in	ADP
cblr-1724	88	6	accessing	access	VERB
cblr-1724	88	7	capital	capital	NOUN
cblr-1724	88	8	.	.	PUNCT
cblr-1724	89	1	”30	”30	PUNCT
cblr-1724	89	2	despite	despite	SCONJ
cblr-1724	89	3	this	this	DET
cblr-1724	89	4	recognition	recognition	NOUN
cblr-1724	89	5	and	and	CCONJ
cblr-1724	89	6	newfound	newfound	NOUN
cblr-1724	89	7	purpose	purpose	NOUN
cblr-1724	89	8	,	,	PUNCT
cblr-1724	89	9	congress	congress	PROPN
cblr-1724	89	10	did	do	AUX
cblr-1724	89	11	not	not	PART
cblr-1724	89	12	target	target	VERB
cblr-1724	89	13	wobs	wob	NOUN
cblr-1724	89	14	through	through	ADP
cblr-1724	89	15	regulation	regulation	NOUN
cblr-1724	89	16	again	again	ADV
cblr-1724	89	17	for	for	ADP
cblr-1724	89	18	several	several	ADJ
cblr-1724	89	19	years	year	NOUN
cblr-1724	89	20	.	.	PUNCT
cblr-1724	90	1	the	the	DET
cblr-1724	90	2	passage	passage	NOUN
cblr-1724	90	3	of	of	ADP
cblr-1724	90	4	the	the	DET
cblr-1724	90	5	federal	federal	ADJ
cblr-1724	90	6	acquisition	acquisition	NOUN
cblr-1724	90	7	streamlining	streamlining	PROPN
cblr-1724	90	8	act	act	NOUN
cblr-1724	90	9	in	in	ADP
cblr-1724	90	10	1994	1994	NUM
cblr-1724	90	11	marked	mark	VERB
cblr-1724	90	12	the	the	DET
cblr-1724	90	13	first	first	ADJ
cblr-1724	90	14	time	time	NOUN
cblr-1724	90	15	in	in	ADP
cblr-1724	90	16	which	which	PRON
cblr-1724	90	17	the	the	DET
cblr-1724	90	18	government	government	NOUN
cblr-1724	90	19	23	23	NUM
cblr-1724	90	20	i	i	PRON
cblr-1724	90	21	d.	d.	NOUN
cblr-1724	90	22	at	at	ADP
cblr-1724	90	23	200	200	NUM
cblr-1724	90	24	;	;	PUNCT
cblr-1724	90	25	general	general	ADJ
cblr-1724	90	26	elec	elec	PROPN
cblr-1724	90	27	.	.	PROPN
cblr-1724	90	28	co.	co.	PROPN
cblr-1724	91	1	v.	v.	ADP
cblr-1724	91	2	gilbert	gilbert	PROPN
cblr-1724	91	3	,	,	PUNCT
cblr-1724	91	4	429	429	NUM
cblr-1724	91	5	u.s	u.s	PROPN
cblr-1724	91	6	.	.	PROPN
cblr-1724	91	7	125	125	NUM
cblr-1724	91	8	(	(	PUNCT
cblr-1724	91	9	1976	1976	NUM
cblr-1724	91	10	)	)	PUNCT
cblr-1724	91	11	.	.	PUNCT
cblr-1724	92	1	24	24	NUM
cblr-1724	92	2	faludi	faludi	NOUN
cblr-1724	92	3	,	,	PUNCT
cblr-1724	92	4	supra	supra	PROPN
cblr-1724	92	5	note	note	NOUN
cblr-1724	92	6	7	7	NUM
cblr-1724	92	7	,	,	PUNCT
cblr-1724	92	8	at	at	ADP
cblr-1724	92	9	104	104	NUM
cblr-1724	92	10	.	.	PUNCT
cblr-1724	92	11	25	25	NUM
cblr-1724	93	1	i	i	PRON
cblr-1724	93	2	d.	d.	NOUN
cblr-1724	93	3	at	at	ADP
cblr-1724	93	4	47–50	47–50	NUM
cblr-1724	93	5	.	.	PUNCT
cblr-1724	94	1	26	26	NUM
cblr-1724	94	2	see	see	VERB
cblr-1724	94	3	equal	equal	ADJ
cblr-1724	94	4	pay	pay	NOUN
cblr-1724	94	5	act	act	NOUN
cblr-1724	94	6	of	of	ADP
cblr-1724	94	7	1963	1963	NUM
cblr-1724	94	8	,	,	PUNCT
cblr-1724	94	9	pub	pub	NOUN
cblr-1724	94	10	.	.	PUNCT
cblr-1724	95	1	l.	l.	PROPN
cblr-1724	95	2	no	no	INTJ
cblr-1724	95	3	.	.	PROPN
cblr-1724	96	1	88	88	NUM
cblr-1724	96	2	-	-	SYM
cblr-1724	96	3	38	38	NUM
cblr-1724	96	4	,	,	PUNCT
cblr-1724	96	5	77	77	NUM
cblr-1724	96	6	stat	stat	NOUN
cblr-1724	96	7	.	.	PUNCT
cblr-1724	97	1	56	56	NUM
cblr-1724	97	2	(	(	PUNCT
cblr-1724	97	3	1963	1963	NUM
cblr-1724	97	4	)	)	PUNCT
cblr-1724	97	5	.	.	PUNCT
cblr-1724	98	1	27	27	NUM
cblr-1724	98	2	h.r	h.r	PROPN
cblr-1724	98	3	.	.	PROPN
cblr-1724	98	4	rep	rep	PROPN
cblr-1724	98	5	.	.	PROPN
cblr-1724	98	6	no	no	PROPN
cblr-1724	98	7	.	.	NOUN
cblr-1724	98	8	100	100	NUM
cblr-1724	98	9	-	-	NUM
cblr-1724	98	10	736	736	NUM
cblr-1724	98	11	,	,	PUNCT
cblr-1724	98	12	at	at	ADP
cblr-1724	98	13	2	2	NUM
cblr-1724	98	14	(	(	PUNCT
cblr-1724	98	15	1988	1988	NUM
cblr-1724	98	16	)	)	PUNCT
cblr-1724	98	17	.	.	PUNCT
cblr-1724	99	1	28	28	NUM
cblr-1724	99	2	small	small	ADJ
cblr-1724	99	3	business	business	NOUN
cblr-1724	99	4	act	act	NOUN
cblr-1724	99	5	of	of	ADP
cblr-1724	99	6	1953	1953	NUM
cblr-1724	99	7	,	,	PUNCT
cblr-1724	99	8	pub	pub	NOUN
cblr-1724	99	9	.	.	PUNCT
cblr-1724	100	1	l.	l.	PROPN
cblr-1724	100	2	no	no	INTJ
cblr-1724	100	3	.	.	PROPN
cblr-1724	100	4	85	85	NUM
cblr-1724	100	5	-	-	SYM
cblr-1724	100	6	536	536	NUM
cblr-1724	100	7	,	,	PUNCT
cblr-1724	100	8	§	§	PROPN
cblr-1724	100	9	2(2	2(2	NUM
cblr-1724	100	10	)	)	PUNCT
cblr-1724	100	11	,	,	PUNCT
cblr-1724	100	12	72	72	NUM
cblr-1724	100	13	stat	stat	NOUN
cblr-1724	100	14	.	.	PUNCT
cblr-1724	101	1	384	384	NUM
cblr-1724	101	2	(	(	PUNCT
cblr-1724	101	3	codified	codify	VERB
cblr-1724	101	4	as	as	SCONJ
cblr-1724	101	5	amended	amend	VERB
cblr-1724	101	6	at	at	ADP
cblr-1724	101	7	15	15	NUM
cblr-1724	101	8	u.s.c	u.s.c	ADJ
cblr-1724	101	9	.	.	PUNCT
cblr-1724	102	1	§	§	PROPN
cblr-1724	102	2	631(h	631(h	PROPN
cblr-1724	102	3	)	)	PUNCT
cblr-1724	102	4	(	(	PUNCT
cblr-1724	102	5	1982	1982	NUM
cblr-1724	102	6	)	)	PUNCT
cblr-1724	102	7	)	)	PUNCT
cblr-1724	102	8	.	.	PUNCT
cblr-1724	103	1	29	29	NUM
cblr-1724	104	1	i	i	PRON
cblr-1724	104	2	d.	d.	PROPN
cblr-1724	104	3	30	30	NUM
cblr-1724	104	4	i	i	PROPN
cblr-1724	104	5	d.	d.	PROPN
cblr-1724	104	6	brandt	brandt	PROPN
cblr-1724	104	7	–	–	PUNCT
cblr-1724	104	8	final	final	ADJ
cblr-1724	104	9	816	816	NUM
cblr-1724	104	10	columbia	columbia	PROPN
cblr-1724	104	11	business	business	NOUN
cblr-1724	104	12	law	law	PROPN
cblr-1724	104	13	review	review	NOUN
cblr-1724	104	14	[	[	X
cblr-1724	104	15	vol	vol	NOUN
cblr-1724	104	16	.	.	NOUN
cblr-1724	104	17	2017	2017	NUM
cblr-1724	104	18	specifically	specifically	ADV
cblr-1724	104	19	reached	reach	VERB
cblr-1724	104	20	out	out	ADP
cblr-1724	104	21	to	to	PART
cblr-1724	104	22	wobs	wobs	VERB
cblr-1724	104	23	through	through	ADP
cblr-1724	104	24	procurement	procurement	NOUN
cblr-1724	104	25	programs.31	programs.31	NOUN
cblr-1724	104	26	congress	congress	PROPN
cblr-1724	104	27	set	set	VERB
cblr-1724	104	28	the	the	DET
cblr-1724	104	29	modest	modest	ADJ
cblr-1724	104	30	goal	goal	NOUN
cblr-1724	104	31	of	of	ADP
cblr-1724	104	32	channeling	channel	VERB
cblr-1724	104	33	five	five	NUM
cblr-1724	104	34	percent	percent	NOUN
cblr-1724	104	35	of	of	ADP
cblr-1724	104	36	federal	federal	ADJ
cblr-1724	104	37	contracting	contracting	NOUN
cblr-1724	104	38	spending	spend	VERB
cblr-1724	104	39	through	through	ADP
cblr-1724	104	40	wobs	wob	NOUN
cblr-1724	104	41	,	,	PUNCT
cblr-1724	104	42	but	but	CCONJ
cblr-1724	104	43	failed	fail	VERB
cblr-1724	104	44	to	to	PART
cblr-1724	104	45	achieve	achieve	VERB
cblr-1724	104	46	that	that	DET
cblr-1724	104	47	goal	goal	NOUN
cblr-1724	104	48	until	until	ADP
cblr-1724	104	49	fiscal	fiscal	ADJ
cblr-1724	104	50	year	year	NOUN
cblr-1724	104	51	2015	2015	NUM
cblr-1724	104	52	,	,	PUNCT
cblr-1724	104	53	over	over	ADP
cblr-1724	104	54	twenty	twenty	NUM
cblr-1724	104	55	years	year	NOUN
cblr-1724	104	56	later.32	later.32	VERB
cblr-1724	104	57	despite	despite	SCONJ
cblr-1724	104	58	the	the	DET
cblr-1724	104	59	sba	sba	PROPN
cblr-1724	104	60	’s	’s	PART
cblr-1724	104	61	contention	contention	NOUN
cblr-1724	104	62	that	that	SCONJ
cblr-1724	104	63	it	it	PRON
cblr-1724	104	64	finally	finally	ADV
cblr-1724	104	65	hit	hit	VERB
cblr-1724	104	66	its	its	PRON
cblr-1724	104	67	goal	goal	NOUN
cblr-1724	104	68	,	,	PUNCT
cblr-1724	104	69	many	many	ADJ
cblr-1724	104	70	women	woman	NOUN
cblr-1724	104	71	’s	’s	PART
cblr-1724	104	72	advocacy	advocacy	NOUN
cblr-1724	104	73	groups	group	NOUN
cblr-1724	104	74	are	be	AUX
cblr-1724	104	75	doubtful	doubtful	ADJ
cblr-1724	104	76	of	of	ADP
cblr-1724	104	77	the	the	DET
cblr-1724	104	78	sba	sba	PROPN
cblr-1724	104	79	’s	’s	PART
cblr-1724	104	80	claims	claim	NOUN
cblr-1724	104	81	of	of	ADP
cblr-1724	104	82	success.33	success.33	NOUN
cblr-1724	104	83	in	in	ADP
cblr-1724	104	84	fact	fact	NOUN
cblr-1724	104	85	,	,	PUNCT
cblr-1724	104	86	the	the	DET
cblr-1724	104	87	united	united	PROPN
cblr-1724	104	88	states	states	PROPN
cblr-1724	104	89	government	government	NOUN
cblr-1724	104	90	accountability	accountability	NOUN
cblr-1724	104	91	office	office	NOUN
cblr-1724	104	92	released	release	VERB
cblr-1724	104	93	a	a	DET
cblr-1724	104	94	report	report	NOUN
cblr-1724	104	95	in	in	ADP
cblr-1724	104	96	2014	2014	NUM
cblr-1724	104	97	that	that	PRON
cblr-1724	104	98	found	find	VERB
cblr-1724	104	99	the	the	DET
cblr-1724	104	100	“	"	PUNCT
cblr-1724	104	101	sba	sba	NOUN
cblr-1724	104	102	.	.	PUNCT
cblr-1724	104	103	.	.	PUNCT
cblr-1724	105	1	.	.	PUNCT
cblr-1724	106	1	lacks	lack	VERB
cblr-1724	106	2	reasonable	reasonable	ADJ
cblr-1724	106	3	assurance	assurance	NOUN
cblr-1724	106	4	that	that	PRON
cblr-1724	106	5	only	only	ADV
cblr-1724	106	6	eligible	eligible	ADJ
cblr-1724	106	7	businesses	business	NOUN
cblr-1724	106	8	receive	receive	VERB
cblr-1724	106	9	wosb	wosb	PROPN
cblr-1724	107	1	[	[	X
cblr-1724	107	2	women	woman	NOUN
cblr-1724	107	3	-	-	PUNCT
cblr-1724	107	4	owned	own	VERB
cblr-1724	107	5	small	small	ADJ
cblr-1724	107	6	business	business	NOUN
cblr-1724	107	7	]	]	PUNCT
cblr-1724	107	8	set	set	VERB
cblr-1724	107	9	-	-	PUNCT
cblr-1724	107	10	aside	aside	ADP
cblr-1724	107	11	contracts	contract	NOUN
cblr-1724	107	12	.	.	PUNCT
cblr-1724	108	1	”34	”34	ADP
cblr-1724	108	2	the	the	DET
cblr-1724	108	3	report	report	NOUN
cblr-1724	108	4	goes	go	VERB
cblr-1724	108	5	on	on	ADP
cblr-1724	108	6	to	to	PART
cblr-1724	108	7	conclude	conclude	VERB
cblr-1724	108	8	,	,	PUNCT
cblr-1724	108	9	“	"	PUNCT
cblr-1724	108	10	[	[	X
cblr-1724	108	11	s]et	s]et	NOUN
cblr-1724	108	12	-	-	NOUN
cblr-1724	108	13	asides	aside	VERB
cblr-1724	108	14	under	under	ADP
cblr-1724	108	15	the	the	DET
cblr-1724	108	16	wosb	wosb	PROPN
cblr-1724	108	17	program	program	PROPN
cblr-1724	108	18	to	to	ADP
cblr-1724	108	19	date	date	NOUN
cblr-1724	108	20	have	have	AUX
cblr-1724	108	21	had	have	VERB
cblr-1724	108	22	a	a	DET
cblr-1724	108	23	minimal	minimal	ADJ
cblr-1724	108	24	effect	effect	NOUN
cblr-1724	108	25	on	on	ADP
cblr-1724	108	26	overall	overall	ADJ
cblr-1724	108	27	contracting	contracting	NOUN
cblr-1724	108	28	obligations	obligation	NOUN
cblr-1724	108	29	to	to	PART
cblr-1724	108	30	wosbs	wosbs	VERB
cblr-1724	108	31	and	and	CCONJ
cblr-1724	108	32	attainment	attainment	NOUN
cblr-1724	108	33	of	of	ADP
cblr-1724	108	34	wosb	wosb	PROPN
cblr-1724	108	35	contracting	contracting	NOUN
cblr-1724	108	36	goals	goal	NOUN
cblr-1724	108	37	.	.	PUNCT
cblr-1724	109	1	”35	”35	PROPN
cblr-1724	109	2	the	the	DET
cblr-1724	109	3	government	government	NOUN
cblr-1724	109	4	’s	’s	PART
cblr-1724	109	5	failure	failure	NOUN
cblr-1724	109	6	to	to	PART
cblr-1724	109	7	meet	meet	VERB
cblr-1724	109	8	even	even	ADV
cblr-1724	109	9	a	a	DET
cblr-1724	109	10	modest	modest	ADJ
cblr-1724	109	11	goal	goal	NOUN
cblr-1724	109	12	for	for	ADP
cblr-1724	109	13	set	set	NOUN
cblr-1724	109	14	-	-	PUNCT
cblr-1724	109	15	aside	aside	ADP
cblr-1724	109	16	contracts	contract	NOUN
cblr-1724	109	17	in	in	ADP
cblr-1724	109	18	federal	federal	ADJ
cblr-1724	109	19	procurement	procurement	NOUN
cblr-1724	109	20	suggests	suggest	VERB
cblr-1724	109	21	the	the	DET
cblr-1724	109	22	complicated	complicated	ADJ
cblr-1724	109	23	nature	nature	NOUN
cblr-1724	109	24	of	of	ADP
cblr-1724	109	25	supporting	support	VERB
cblr-1724	109	26	wobs	wob	NOUN
cblr-1724	109	27	despite	despite	SCONJ
cblr-1724	109	28	their	their	PRON
cblr-1724	109	29	“	"	PUNCT
cblr-1724	109	30	gold	gold	NOUN
cblr-1724	109	31	mine	mine	NOUN
cblr-1724	109	32	”	"	PUNCT
cblr-1724	109	33	potential	potential	NOUN
cblr-1724	109	34	for	for	ADP
cblr-1724	109	35	the	the	DET
cblr-1724	109	36	economy	economy	NOUN
cblr-1724	109	37	.	.	PUNCT
cblr-1724	110	1	the	the	DET
cblr-1724	110	2	sba	sba	PROPN
cblr-1724	110	3	suffered	suffer	VERB
cblr-1724	110	4	from	from	ADP
cblr-1724	110	5	administrative	administrative	ADJ
cblr-1724	110	6	delays	delay	NOUN
cblr-1724	110	7	related	relate	VERB
cblr-1724	110	8	to	to	ADP
cblr-1724	110	9	other	other	ADJ
cblr-1724	110	10	legislation	legislation	NOUN
cblr-1724	110	11	as	as	ADV
cblr-1724	110	12	well	well	ADV
cblr-1724	110	13	.	.	PUNCT
cblr-1724	111	1	for	for	ADP
cblr-1724	111	2	instance	instance	NOUN
cblr-1724	111	3	,	,	PUNCT
cblr-1724	111	4	in	in	ADP
cblr-1724	111	5	2000	2000	NUM
cblr-1724	111	6	,	,	PUNCT
cblr-1724	111	7	congress	congress	PROPN
cblr-1724	111	8	passed	pass	VERB
cblr-1724	111	9	the	the	DET
cblr-1724	111	10	equity	equity	NOUN
cblr-1724	111	11	in	in	ADP
cblr-1724	111	12	contracting	contracting	NOUN
cblr-1724	111	13	for	for	ADP
cblr-1724	111	14	women	woman	NOUN
cblr-1724	111	15	act	act	VERB
cblr-1724	111	16	to	to	PART
cblr-1724	111	17	improve	improve	VERB
cblr-1724	111	18	wobs	wobs	NOUN
cblr-1724	111	19	’	'	PUNCT
cblr-1724	111	20	access	access	NOUN
cblr-1724	111	21	to	to	ADP
cblr-1724	111	22	federal	federal	ADJ
cblr-1724	111	23	contracts.36	contracts.36	NOUN
cblr-1724	111	24	this	this	DET
cblr-1724	111	25	legislation	legislation	NOUN
cblr-1724	111	26	provided	provide	VERB
cblr-1724	111	27	contracting	contracting	NOUN
cblr-1724	111	28	officials	official	NOUN
cblr-1724	111	29	with	with	ADP
cblr-1724	111	30	the	the	DET
cblr-1724	111	31	authority	authority	NOUN
cblr-1724	111	32	to	to	PART
cblr-1724	111	33	set	set	VERB
cblr-1724	111	34	aside	aside	ADP
cblr-1724	111	35	certain	certain	ADJ
cblr-1724	111	36	kinds	kind	NOUN
cblr-1724	111	37	of	of	ADP
cblr-1724	111	38	contracts	contract	NOUN
cblr-1724	111	39	for	for	ADP
cblr-1724	111	40	wobs	wob	NOUN
cblr-1724	111	41	that	that	PRON
cblr-1724	111	42	met	meet	VERB
cblr-1724	111	43	specific	specific	ADJ
cblr-1724	111	44	restrictions.37	restrictions.37	NOUN
cblr-1724	111	45	despite	despite	SCONJ
cblr-1724	111	46	the	the	DET
cblr-1724	111	47	legislation	legislation	NOUN
cblr-1724	111	48	’s	’s	PART
cblr-1724	111	49	mandate	mandate	NOUN
cblr-1724	111	50	for	for	SCONJ
cblr-1724	111	51	the	the	DET
cblr-1724	111	52	sba	sba	NOUN
cblr-1724	111	53	to	to	PART
cblr-1724	111	54	identify	identify	VERB
cblr-1724	111	55	underrepresented	underrepresented	ADJ
cblr-1724	111	56	industries	industry	NOUN
cblr-1724	111	57	in	in	ADP
cblr-1724	111	58	which	which	PRON
cblr-1724	111	59	to	to	PART
cblr-1724	111	60	contract	contract	VERB
cblr-1724	111	61	with	with	ADP
cblr-1724	111	62	wobs	wob	NOUN
cblr-1724	111	63	,	,	PUNCT
cblr-1724	111	64	the	the	DET
cblr-1724	111	65	sba	sba	NOUN
cblr-1724	111	66	neglected	neglect	VERB
cblr-1724	111	67	to	to	PART
cblr-1724	111	68	issue	issue	VERB
cblr-1724	111	69	a	a	DET
cblr-1724	111	70	final	final	ADJ
cblr-1724	111	71	rule	rule	NOUN
cblr-1724	111	72	until	until	ADP
cblr-1724	111	73	2010	2010	NUM
cblr-1724	111	74	and	and	CCONJ
cblr-1724	111	75	31	31	NUM
cblr-1724	111	76	kathleen	kathleen	PROPN
cblr-1724	111	77	mee	mee	PROPN
cblr-1724	111	78	,	,	PUNCT
cblr-1724	111	79	improving	improve	VERB
cblr-1724	111	80	opportunities	opportunity	NOUN
cblr-1724	111	81	for	for	ADP
cblr-1724	111	82	women	woman	NOUN
cblr-1724	111	83	-	-	PUNCT
cblr-1724	111	84	owned	own	VERB
cblr-1724	111	85	small	small	ADJ
cblr-1724	111	86	businesses	business	NOUN
cblr-1724	111	87	in	in	ADP
cblr-1724	111	88	federal	federal	ADJ
cblr-1724	111	89	contracting	contracting	NOUN
cblr-1724	111	90	:	:	PUNCT
cblr-1724	111	91	current	current	ADJ
cblr-1724	111	92	efforts	effort	NOUN
cblr-1724	111	93	,	,	PUNCT
cblr-1724	111	94	remaining	remain	VERB
cblr-1724	111	95	challenges	challenge	NOUN
cblr-1724	111	96	,	,	PUNCT
cblr-1724	111	97	and	and	CCONJ
cblr-1724	111	98	proposals	proposal	NOUN
cblr-1724	111	99	for	for	ADP
cblr-1724	111	100	the	the	DET
cblr-1724	111	101	future	future	NOUN
cblr-1724	111	102	,	,	PUNCT
cblr-1724	111	103	41	41	NUM
cblr-1724	111	104	pub	pub	NOUN
cblr-1724	111	105	.	.	PUNCT
cblr-1724	112	1	cont	cont	NOUN
cblr-1724	112	2	.	.	PUNCT
cblr-1724	113	1	l.j	l.j	PROPN
cblr-1724	113	2	.	.	PROPN
cblr-1724	113	3	721	721	NUM
cblr-1724	113	4	,	,	PUNCT
cblr-1724	113	5	729	729	NUM
cblr-1724	113	6	(	(	PUNCT
cblr-1724	113	7	2012	2012	NUM
cblr-1724	113	8	)	)	PUNCT
cblr-1724	113	9	.	.	PUNCT
cblr-1724	114	1	32	32	NUM
cblr-1724	115	1	i	i	PROPN
cblr-1724	115	2	d.	d.	PROPN
cblr-1724	115	3	;	;	PUNCT
cblr-1724	115	4	mcavoy	mcavoy	PROPN
cblr-1724	115	5	,	,	PUNCT
cblr-1724	115	6	supra	supra	PROPN
cblr-1724	115	7	note	note	NOUN
cblr-1724	115	8	10	10	NUM
cblr-1724	115	9	.	.	PUNCT
cblr-1724	116	1	33	33	NUM
cblr-1724	116	2	mcavoy	mcavoy	PROPN
cblr-1724	116	3	,	,	PUNCT
cblr-1724	116	4	supra	supra	PROPN
cblr-1724	116	5	note	note	NOUN
cblr-1724	116	6	10	10	NUM
cblr-1724	116	7	.	.	PUNCT
cblr-1724	116	8	34	34	NUM
cblr-1724	116	9	u.s	u.s	PROPN
cblr-1724	116	10	.	.	PROPN
cblr-1724	116	11	gov’t	gov’t	PROPN
cblr-1724	116	12	accountability	accountability	NOUN
cblr-1724	116	13	office	office	NOUN
cblr-1724	116	14	,	,	PUNCT
cblr-1724	116	15	gao-15	gao-15	PROPN
cblr-1724	116	16	-	-	SYM
cblr-1724	116	17	54	54	NUM
cblr-1724	116	18	,	,	PUNCT
cblr-1724	116	19	women	woman	NOUN
cblr-1724	116	20	-	-	PUNCT
cblr-1724	116	21	owned	own	VERB
cblr-1724	116	22	small	small	ADJ
cblr-1724	116	23	business	business	NOUN
cblr-1724	116	24	program	program	NOUN
cblr-1724	116	25	:	:	PUNCT
cblr-1724	116	26	certifier	certifier	NOUN
cblr-1724	116	27	oversight	oversight	NOUN
cblr-1724	116	28	and	and	CCONJ
cblr-1724	116	29	additional	additional	ADJ
cblr-1724	116	30	eligibility	eligibility	NOUN
cblr-1724	116	31	controls	control	NOUN
cblr-1724	116	32	are	be	AUX
cblr-1724	116	33	needed	need	VERB
cblr-1724	116	34	9	9	NUM
cblr-1724	116	35	(	(	PUNCT
cblr-1724	116	36	2014	2014	NUM
cblr-1724	116	37	)	)	PUNCT
cblr-1724	116	38	.	.	PUNCT
cblr-1724	117	1	35	35	NUM
cblr-1724	118	1	i	i	PRON
cblr-1724	118	2	d.	d.	PROPN
cblr-1724	118	3	at	at	ADP
cblr-1724	118	4	18	18	NUM
cblr-1724	118	5	.	.	PUNCT
cblr-1724	118	6	36	36	NUM
cblr-1724	118	7	mee	mee	PROPN
cblr-1724	118	8	,	,	PUNCT
cblr-1724	118	9	supra	supra	PROPN
cblr-1724	118	10	note	note	PROPN
cblr-1724	118	11	31	31	NUM
cblr-1724	118	12	,	,	PUNCT
cblr-1724	118	13	at	at	ADP
cblr-1724	118	14	729	729	NUM
cblr-1724	118	15	.	.	PUNCT
cblr-1724	118	16	37	37	NUM
cblr-1724	119	1	i	i	PRON
cblr-1724	119	2	d.	d.	PROPN
cblr-1724	119	3	at	at	ADP
cblr-1724	119	4	729–30	729–30	PROPN
cblr-1724	119	5	.	.	PUNCT
cblr-1724	120	1	brandt	brandt	PROPN
cblr-1724	120	2	–	–	PUNCT
cblr-1724	120	3	final	final	ADJ
cblr-1724	120	4	no	no	NOUN
cblr-1724	120	5	.	.	NOUN
cblr-1724	120	6	2:807	2:807	NUM
cblr-1724	120	7	]	]	PUNCT
cblr-1724	120	8	women	woman	NOUN
cblr-1724	120	9	-	-	PUNCT
cblr-1724	120	10	owned	own	VERB
cblr-1724	120	11	businesses	business	NOUN
cblr-1724	120	12	’	'	PUNCT
cblr-1724	120	13	access	access	NOUN
cblr-1724	120	14	to	to	ADP
cblr-1724	120	15	capital	capital	NOUN
cblr-1724	120	16	817	817	NUM
cblr-1724	120	17	then	then	ADV
cblr-1724	120	18	only	only	ADV
cblr-1724	120	19	after	after	ADP
cblr-1724	120	20	a	a	DET
cblr-1724	120	21	lawsuit	lawsuit	NOUN
cblr-1724	120	22	in	in	ADP
cblr-1724	120	23	which	which	PRON
cblr-1724	120	24	a	a	DET
cblr-1724	120	25	court	court	NOUN
cblr-1724	120	26	found	find	VERB
cblr-1724	120	27	an	an	DET
cblr-1724	120	28	unreasonable	unreasonable	ADJ
cblr-1724	120	29	delay.38	delay.38	NOUN
cblr-1724	120	30	while	while	SCONJ
cblr-1724	120	31	the	the	DET
cblr-1724	120	32	federal	federal	ADJ
cblr-1724	120	33	government	government	NOUN
cblr-1724	120	34	and	and	CCONJ
cblr-1724	120	35	academic	academic	ADJ
cblr-1724	120	36	scholarship	scholarship	NOUN
cblr-1724	120	37	tend	tend	VERB
cblr-1724	120	38	to	to	PART
cblr-1724	120	39	focus	focus	VERB
cblr-1724	120	40	on	on	ADP
cblr-1724	120	41	federal	federal	ADJ
cblr-1724	120	42	contracting	contracting	NOUN
cblr-1724	120	43	and	and	CCONJ
cblr-1724	120	44	set	set	NOUN
cblr-1724	120	45	-	-	PUNCT
cblr-1724	120	46	asides	aside	NOUN
cblr-1724	120	47	when	when	SCONJ
cblr-1724	120	48	discussing	discuss	VERB
cblr-1724	120	49	the	the	DET
cblr-1724	120	50	government	government	NOUN
cblr-1724	120	51	’s	’s	PART
cblr-1724	120	52	support	support	NOUN
cblr-1724	120	53	of	of	ADP
cblr-1724	120	54	wobs,39	wobs,39	NOUN
cblr-1724	120	55	the	the	DET
cblr-1724	120	56	government	government	NOUN
cblr-1724	120	57	has	have	AUX
cblr-1724	120	58	taken	take	VERB
cblr-1724	120	59	some	some	DET
cblr-1724	120	60	halting	halting	ADJ
cblr-1724	120	61	steps	step	NOUN
cblr-1724	120	62	towards	towards	ADP
cblr-1724	120	63	increasing	increase	VERB
cblr-1724	120	64	pathways	pathway	NOUN
cblr-1724	120	65	for	for	ADP
cblr-1724	120	66	women	woman	NOUN
cblr-1724	120	67	to	to	PART
cblr-1724	120	68	access	access	VERB
cblr-1724	120	69	debt	debt	NOUN
cblr-1724	120	70	capital	capital	NOUN
cblr-1724	120	71	.	.	PUNCT
cblr-1724	121	1	the	the	DET
cblr-1724	121	2	first	first	ADJ
cblr-1724	121	3	such	such	ADJ
cblr-1724	121	4	legislation	legislation	NOUN
cblr-1724	121	5	came	come	VERB
cblr-1724	121	6	in	in	ADP
cblr-1724	121	7	1988	1988	NUM
cblr-1724	121	8	with	with	ADP
cblr-1724	121	9	the	the	DET
cblr-1724	121	10	passage	passage	NOUN
cblr-1724	121	11	of	of	ADP
cblr-1724	121	12	the	the	DET
cblr-1724	121	13	women	woman	NOUN
cblr-1724	121	14	’s	’s	PART
cblr-1724	121	15	business	business	PROPN
cblr-1724	121	16	ownership	ownership	PROPN
cblr-1724	121	17	act	act	PROPN
cblr-1724	121	18	,	,	PUNCT
cblr-1724	121	19	which	which	PRON
cblr-1724	121	20	prohibited	prohibit	VERB
cblr-1724	121	21	discrimination	discrimination	NOUN
cblr-1724	121	22	against	against	ADP
cblr-1724	121	23	women	woman	NOUN
cblr-1724	121	24	in	in	ADP
cblr-1724	121	25	commercial	commercial	ADJ
cblr-1724	121	26	lending	lending	NOUN
cblr-1724	121	27	and	and	CCONJ
cblr-1724	121	28	created	create	VERB
cblr-1724	121	29	the	the	DET
cblr-1724	121	30	sba	sba	NOUN
cblr-1724	121	31	’s	’s	PART
cblr-1724	121	32	office	office	NOUN
cblr-1724	121	33	of	of	ADP
cblr-1724	121	34	women	woman	NOUN
cblr-1724	121	35	’s	’s	PART
cblr-1724	121	36	business	business	NOUN
cblr-1724	121	37	ownership	ownership	NOUN
cblr-1724	121	38	and	and	CCONJ
cblr-1724	121	39	the	the	DET
cblr-1724	121	40	women	woman	NOUN
cblr-1724	121	41	’s	’s	PART
cblr-1724	121	42	business	business	NOUN
cblr-1724	121	43	center	center	PROPN
cblr-1724	121	44	program.40	program.40	PROPN
cblr-1724	121	45	after	after	ADP
cblr-1724	121	46	realizing	realize	VERB
cblr-1724	121	47	that	that	SCONJ
cblr-1724	121	48	only	only	ADV
cblr-1724	121	49	ten	ten	NUM
cblr-1724	121	50	to	to	PART
cblr-1724	121	51	twelve	twelve	NUM
cblr-1724	121	52	percent	percent	NOUN
cblr-1724	121	53	of	of	ADP
cblr-1724	121	54	sba	sba	PROPN
cblr-1724	121	55	loans	loan	NOUN
cblr-1724	121	56	were	be	AUX
cblr-1724	121	57	granted	grant	VERB
cblr-1724	121	58	to	to	PART
cblr-1724	121	59	wobs	wobs	VERB
cblr-1724	121	60	despite	despite	SCONJ
cblr-1724	121	61	the	the	DET
cblr-1724	121	62	fact	fact	NOUN
cblr-1724	121	63	that	that	SCONJ
cblr-1724	121	64	wobs	wob	NOUN
cblr-1724	121	65	comprised	comprise	VERB
cblr-1724	121	66	roughly	roughly	ADV
cblr-1724	121	67	a	a	DET
cblr-1724	121	68	third	third	NOUN
cblr-1724	121	69	of	of	ADP
cblr-1724	121	70	all	all	DET
cblr-1724	121	71	small	small	ADJ
cblr-1724	121	72	businesses	business	NOUN
cblr-1724	121	73	in	in	ADP
cblr-1724	121	74	the	the	DET
cblr-1724	121	75	country	country	NOUN
cblr-1724	121	76	,	,	PUNCT
cblr-1724	121	77	congress	congress	PROPN
cblr-1724	121	78	decided	decide	VERB
cblr-1724	121	79	in	in	ADP
cblr-1724	121	80	1994	1994	NUM
cblr-1724	121	81	to	to	PART
cblr-1724	121	82	institute	institute	VERB
cblr-1724	121	83	the	the	DET
cblr-1724	121	84	women	woman	NOUN
cblr-1724	121	85	’s	’s	PART
cblr-1724	121	86	pre	pre	ADJ
cblr-1724	121	87	-	-	ADJ
cblr-1724	121	88	qualification	qualification	ADJ
cblr-1724	121	89	pilot	pilot	NOUN
cblr-1724	121	90	loan	loan	NOUN
cblr-1724	121	91	program.41	program.41	NOUN
cblr-1724	121	92	some	some	DET
cblr-1724	121	93	commentators	commentator	NOUN
cblr-1724	121	94	consider	consider	VERB
cblr-1724	121	95	the	the	DET
cblr-1724	121	96	women	woman	NOUN
cblr-1724	121	97	’s	’s	PART
cblr-1724	121	98	prequalification	prequalification	PROPN
cblr-1724	121	99	pilot	pilot	NOUN
cblr-1724	121	100	loan	loan	NOUN
cblr-1724	121	101	program	program	NOUN
cblr-1724	121	102	a	a	DET
cblr-1724	121	103	misnomer	misnomer	NOUN
cblr-1724	121	104	because	because	SCONJ
cblr-1724	121	105	the	the	DET
cblr-1724	121	106	program	program	NOUN
cblr-1724	121	107	does	do	AUX
cblr-1724	121	108	not	not	PART
cblr-1724	121	109	directly	directly	ADV
cblr-1724	121	110	provide	provide	VERB
cblr-1724	121	111	loans	loan	NOUN
cblr-1724	121	112	to	to	ADP
cblr-1724	121	113	wobs	wobs	VERB
cblr-1724	121	114	,	,	PUNCT
cblr-1724	121	115	but	but	CCONJ
cblr-1724	121	116	offers	offer	VERB
cblr-1724	121	117	a	a	DET
cblr-1724	121	118	pre	pre	ADJ
cblr-1724	121	119	-	-	ADJ
cblr-1724	121	120	qualification	qualification	ADJ
cblr-1724	121	121	letter	letter	NOUN
cblr-1724	121	122	for	for	ADP
cblr-1724	121	123	loans	loan	NOUN
cblr-1724	121	124	that	that	SCONJ
cblr-1724	121	125	female	female	ADJ
cblr-1724	121	126	entrepreneurs	entrepreneur	NOUN
cblr-1724	121	127	can	can	AUX
cblr-1724	121	128	present	present	VERB
cblr-1724	121	129	to	to	ADP
cblr-1724	121	130	a	a	DET
cblr-1724	121	131	lender	lender	NOUN
cblr-1724	121	132	as	as	ADP
cblr-1724	121	133	evidence	evidence	NOUN
cblr-1724	121	134	of	of	ADP
cblr-1724	121	135	an	an	DET
cblr-1724	121	136	sba	sba	NOUN
cblr-1724	121	137	guaranty.42	guaranty.42	NOUN
cblr-1724	121	138	by	by	ADP
cblr-1724	121	139	1997	1997	NUM
cblr-1724	121	140	,	,	PUNCT
cblr-1724	121	141	the	the	DET
cblr-1724	121	142	pilot	pilot	NOUN
cblr-1724	121	143	program	program	NOUN
cblr-1724	121	144	had	have	AUX
cblr-1724	121	145	expanded	expand	VERB
cblr-1724	121	146	to	to	ADP
cblr-1724	121	147	fifty	fifty	NUM
cblr-1724	121	148	-	-	PUNCT
cblr-1724	121	149	five	five	NUM
cblr-1724	121	150	sites	site	NOUN
cblr-1724	121	151	38	38	NUM
cblr-1724	121	152	i	i	PRON
cblr-1724	121	153	d.	d.	NOUN
cblr-1724	121	154	at	at	ADP
cblr-1724	121	155	730–32	730–32	PROPN
cblr-1724	121	156	.	.	PROPN
cblr-1724	121	157	39	39	NUM
cblr-1724	121	158	for	for	ADP
cblr-1724	121	159	academic	academic	ADJ
cblr-1724	121	160	scholarship	scholarship	NOUN
cblr-1724	121	161	focused	focus	VERB
cblr-1724	121	162	on	on	ADP
cblr-1724	121	163	women	woman	NOUN
cblr-1724	121	164	-	-	PUNCT
cblr-1724	121	165	owned	own	VERB
cblr-1724	121	166	businesses	business	NOUN
cblr-1724	121	167	in	in	ADP
cblr-1724	121	168	federal	federal	ADJ
cblr-1724	121	169	contracting	contracting	NOUN
cblr-1724	121	170	,	,	PUNCT
cblr-1724	121	171	see	see	VERB
cblr-1724	121	172	generally	generally	ADV
cblr-1724	121	173	:	:	PUNCT
cblr-1724	121	174	mcmanus	mcmanus	PROPN
cblr-1724	121	175	,	,	PUNCT
cblr-1724	121	176	supra	supra	PROPN
cblr-1724	121	177	note	note	PROPN
cblr-1724	121	178	12	12	NUM
cblr-1724	121	179	;	;	PUNCT
cblr-1724	121	180	rachel	rachel	PROPN
cblr-1724	121	181	n.	n.	PROPN
cblr-1724	121	182	herrington	herrington	PROPN
cblr-1724	121	183	,	,	PUNCT
cblr-1724	121	184	five	five	NUM
cblr-1724	121	185	years	year	NOUN
cblr-1724	121	186	in	in	ADP
cblr-1724	121	187	:	:	PUNCT
cblr-1724	121	188	a	a	DET
cblr-1724	121	189	review	review	NOUN
cblr-1724	121	190	of	of	ADP
cblr-1724	121	191	the	the	DET
cblr-1724	121	192	women	woman	NOUN
cblr-1724	121	193	-	-	PUNCT
cblr-1724	121	194	owned	own	VERB
cblr-1724	121	195	small	small	ADJ
cblr-1724	121	196	business	business	NOUN
cblr-1724	121	197	federal	federal	ADJ
cblr-1724	121	198	contract	contract	NOUN
cblr-1724	121	199	program	program	NOUN
cblr-1724	121	200	,	,	PUNCT
cblr-1724	121	201	45	45	NUM
cblr-1724	121	202	pub	pub	NOUN
cblr-1724	121	203	.	.	PUNCT
cblr-1724	122	1	cont	cont	NOUN
cblr-1724	122	2	.	.	PUNCT
cblr-1724	123	1	l.j	l.j	PROPN
cblr-1724	123	2	.	.	PROPN
cblr-1724	123	3	359	359	NUM
cblr-1724	123	4	(	(	PUNCT
cblr-1724	123	5	2016	2016	NUM
cblr-1724	123	6	)	)	PUNCT
cblr-1724	123	7	;	;	PUNCT
cblr-1724	124	1	anna	anna	PROPN
cblr-1724	124	2	s.	s.	PROPN
cblr-1724	124	3	molina	molina	PROPN
cblr-1724	124	4	,	,	PUNCT
cblr-1724	124	5	the	the	DET
cblr-1724	124	6	sisyphean	sisyphean	ADJ
cblr-1724	124	7	course	course	NOUN
cblr-1724	124	8	of	of	ADP
cblr-1724	124	9	combating	combat	VERB
cblr-1724	124	10	gender	gender	NOUN
cblr-1724	124	11	discrimination	discrimination	NOUN
cblr-1724	124	12	in	in	ADP
cblr-1724	124	13	the	the	DET
cblr-1724	124	14	federal	federal	ADJ
cblr-1724	124	15	marketplace	marketplace	NOUN
cblr-1724	124	16	for	for	ADP
cblr-1724	124	17	prime	prime	ADJ
cblr-1724	124	18	contracts	contract	NOUN
cblr-1724	124	19	:	:	PUNCT
cblr-1724	124	20	rolling	roll	VERB
cblr-1724	124	21	the	the	DET
cblr-1724	124	22	boulder	boulder	NOUN
cblr-1724	124	23	of	of	ADP
cblr-1724	124	24	small	small	ADJ
cblr-1724	124	25	business	business	NOUN
cblr-1724	124	26	size	size	NOUN
cblr-1724	124	27	,	,	PUNCT
cblr-1724	124	28	22	22	NUM
cblr-1724	124	29	cardozo	cardozo	PROPN
cblr-1724	124	30	j.l	j.l	PROPN
cblr-1724	124	31	.	.	PROPN
cblr-1724	124	32	&	&	CCONJ
cblr-1724	124	33	gender	gender	PROPN
cblr-1724	124	34	109	109	NUM
cblr-1724	124	35	(	(	PUNCT
cblr-1724	124	36	2015	2015	NUM
cblr-1724	124	37	)	)	PUNCT
cblr-1724	124	38	;	;	PUNCT
cblr-1724	124	39	denise	denise	PROPN
cblr-1724	124	40	benjamin	benjamin	PROPN
cblr-1724	124	41	sirmons	sirmons	PROPN
cblr-1724	124	42	,	,	PUNCT
cblr-1724	124	43	federal	federal	ADJ
cblr-1724	124	44	contracting	contracting	NOUN
cblr-1724	124	45	with	with	ADP
cblr-1724	124	46	women	woman	NOUN
cblr-1724	124	47	-	-	PUNCT
cblr-1724	124	48	owned	own	VERB
cblr-1724	124	49	businesses	business	NOUN
cblr-1724	124	50	:	:	PUNCT
cblr-1724	124	51	an	an	DET
cblr-1724	124	52	analysis	analysis	NOUN
cblr-1724	124	53	of	of	ADP
cblr-1724	124	54	existing	exist	VERB
cblr-1724	124	55	challenges	challenge	NOUN
cblr-1724	124	56	and	and	CCONJ
cblr-1724	124	57	potential	potential	ADJ
cblr-1724	124	58	opportunities	opportunity	NOUN
cblr-1724	124	59	,	,	PUNCT
cblr-1724	124	60	33	33	NUM
cblr-1724	124	61	pub	pub	NOUN
cblr-1724	124	62	.	.	PUNCT
cblr-1724	125	1	cont	cont	NOUN
cblr-1724	125	2	.	.	PUNCT
cblr-1724	126	1	l.j	l.j	PROPN
cblr-1724	126	2	.	.	PROPN
cblr-1724	127	1	725	725	NUM
cblr-1724	127	2	(	(	PUNCT
cblr-1724	127	3	2004	2004	NUM
cblr-1724	127	4	)	)	PUNCT
cblr-1724	128	1	;	;	PUNCT
cblr-1724	128	2	mee	mee	PROPN
cblr-1724	128	3	,	,	PUNCT
cblr-1724	128	4	supra	supra	PROPN
cblr-1724	128	5	note	note	PROPN
cblr-1724	128	6	31	31	NUM
cblr-1724	128	7	;	;	PUNCT
cblr-1724	128	8	social	social	ADJ
cblr-1724	128	9	policy	policy	NOUN
cblr-1724	128	10	considerations	consideration	NOUN
cblr-1724	128	11	,	,	PUNCT
cblr-1724	128	12	classified	classified	ADJ
cblr-1724	128	13	contracts	contract	NOUN
cblr-1724	128	14	,	,	PUNCT
cblr-1724	128	15	and	and	CCONJ
cblr-1724	128	16	access	access	NOUN
cblr-1724	128	17	to	to	ADP
cblr-1724	128	18	contractor	contractor	NOUN
cblr-1724	128	19	records	record	NOUN
cblr-1724	128	20	,	,	PUNCT
cblr-1724	128	21	in	in	ADP
cblr-1724	128	22	2	2	NUM
cblr-1724	128	23	-	-	SYM
cblr-1724	128	24	10	10	NUM
cblr-1724	128	25	federal	federal	ADJ
cblr-1724	128	26	contract	contract	NOUN
cblr-1724	128	27	management	management	NOUN
cblr-1724	128	28	¶10.02	¶10.02	PROPN
cblr-1724	128	29	(	(	PUNCT
cblr-1724	128	30	2015	2015	NUM
cblr-1724	128	31	)	)	PUNCT
cblr-1724	128	32	.	.	PUNCT
cblr-1724	129	1	40	40	NUM
cblr-1724	129	2	patricia	patricia	PROPN
cblr-1724	129	3	a.	a.	NOUN
cblr-1724	129	4	seith	seith	PROPN
cblr-1724	129	5	,	,	PUNCT
cblr-1724	129	6	congressional	congressional	ADJ
cblr-1724	129	7	power	power	NOUN
cblr-1724	129	8	to	to	PART
cblr-1724	129	9	effect	effect	VERB
cblr-1724	129	10	sex	sex	NOUN
cblr-1724	129	11	equality	equality	NOUN
cblr-1724	129	12	,	,	PUNCT
cblr-1724	129	13	36	36	NUM
cblr-1724	129	14	harv	harv	NOUN
cblr-1724	129	15	.	.	PUNCT
cblr-1724	130	1	j.l	j.l	PROPN
cblr-1724	130	2	.	.	PROPN
cblr-1724	130	3	&	&	CCONJ
cblr-1724	130	4	gender	gender	PROPN
cblr-1724	130	5	1	1	NUM
cblr-1724	130	6	,	,	PUNCT
cblr-1724	130	7	47	47	NUM
cblr-1724	130	8	(	(	PUNCT
cblr-1724	130	9	2013	2013	NUM
cblr-1724	130	10	)	)	PUNCT
cblr-1724	130	11	.	.	PUNCT
cblr-1724	131	1	41	41	NUM
cblr-1724	131	2	oversight	oversight	NOUN
cblr-1724	131	3	—	—	PUNCT
cblr-1724	131	4	sba	sba	NOUN
cblr-1724	131	5	7(a	7(a	NUM
cblr-1724	131	6	)	)	PUNCT
cblr-1724	131	7	lending	lending	NOUN
cblr-1724	131	8	program	program	NOUN
cblr-1724	131	9	:	:	PUNCT
cblr-1724	131	10	hearing	hear	VERB
cblr-1724	131	11	before	before	ADP
cblr-1724	131	12	the	the	DET
cblr-1724	131	13	comm	comm	NOUN
cblr-1724	131	14	.	.	PUNCT
cblr-1724	132	1	on	on	ADP
cblr-1724	132	2	small	small	ADJ
cblr-1724	132	3	business	business	NOUN
cblr-1724	132	4	h.r	h.r	PROPN
cblr-1724	132	5	.	.	PROPN
cblr-1724	132	6	,	,	PUNCT
cblr-1724	132	7	104th	104th	PROPN
cblr-1724	132	8	cong	cong	NOUN
cblr-1724	132	9	.	.	PUNCT
cblr-1724	133	1	54	54	NUM
cblr-1724	133	2	(	(	PUNCT
cblr-1724	133	3	1995	1995	NUM
cblr-1724	133	4	)	)	PUNCT
cblr-1724	133	5	.	.	PUNCT
cblr-1724	134	1	42	42	NUM
cblr-1724	135	1	i	i	PRON
cblr-1724	135	2	d.	d.	VERB
cblr-1724	135	3	at	at	ADP
cblr-1724	135	4	54–55	54–55	NUM
cblr-1724	135	5	.	.	PUNCT
cblr-1724	136	1	brandt	brandt	PROPN
cblr-1724	136	2	–	–	PUNCT
cblr-1724	136	3	final	final	ADJ
cblr-1724	136	4	818	818	NUM
cblr-1724	136	5	columbia	columbia	PROPN
cblr-1724	136	6	business	business	NOUN
cblr-1724	136	7	law	law	PROPN
cblr-1724	136	8	review	review	NOUN
cblr-1724	136	9	[	[	X
cblr-1724	136	10	vol	vol	NOUN
cblr-1724	136	11	.	.	NOUN
cblr-1724	136	12	2017	2017	NUM
cblr-1724	136	13	around	around	ADP
cblr-1724	136	14	the	the	DET
cblr-1724	136	15	country	country	NOUN
cblr-1724	136	16	and	and	CCONJ
cblr-1724	136	17	approved	approve	VERB
cblr-1724	136	18	747	747	NUM
cblr-1724	136	19	loans	loan	NOUN
cblr-1724	136	20	worth	worth	ADJ
cblr-1724	136	21	$	$	SYM
cblr-1724	136	22	76.9	76.9	NUM
cblr-1724	136	23	million.43	million.43	NOUN
cblr-1724	136	24	despite	despite	SCONJ
cblr-1724	136	25	the	the	DET
cblr-1724	136	26	apparent	apparent	ADJ
cblr-1724	136	27	success	success	NOUN
cblr-1724	136	28	and	and	CCONJ
cblr-1724	136	29	numerous	numerous	ADJ
cblr-1724	136	30	mentions	mention	NOUN
cblr-1724	136	31	of	of	ADP
cblr-1724	136	32	the	the	DET
cblr-1724	136	33	program	program	NOUN
cblr-1724	136	34	in	in	ADP
cblr-1724	136	35	subsequent	subsequent	ADJ
cblr-1724	136	36	hearings	hearing	NOUN
cblr-1724	136	37	of	of	ADP
cblr-1724	136	38	the	the	DET
cblr-1724	136	39	committee	committee	NOUN
cblr-1724	136	40	on	on	ADP
cblr-1724	136	41	small	small	ADJ
cblr-1724	136	42	business	business	NOUN
cblr-1724	136	43	in	in	ADP
cblr-1724	136	44	the	the	DET
cblr-1724	136	45	house	house	NOUN
cblr-1724	136	46	of	of	ADP
cblr-1724	136	47	representatives	representatives	PROPN
cblr-1724	136	48	,	,	PUNCT
cblr-1724	136	49	the	the	DET
cblr-1724	136	50	program	program	NOUN
cblr-1724	136	51	last	last	ADV
cblr-1724	136	52	received	receive	VERB
cblr-1724	136	53	serious	serious	ADJ
cblr-1724	136	54	attention	attention	NOUN
cblr-1724	136	55	in	in	ADP
cblr-1724	136	56	2003	2003	NUM
cblr-1724	136	57	,	,	PUNCT
cblr-1724	136	58	when	when	SCONJ
cblr-1724	136	59	the	the	DET
cblr-1724	136	60	founder	founder	NOUN
cblr-1724	136	61	of	of	ADP
cblr-1724	136	62	the	the	DET
cblr-1724	136	63	women	woman	NOUN
cblr-1724	136	64	’s	’s	PART
cblr-1724	136	65	business	business	PROPN
cblr-1724	136	66	development	development	PROPN
cblr-1724	136	67	center	center	NOUN
cblr-1724	136	68	,	,	PUNCT
cblr-1724	136	69	the	the	DET
cblr-1724	136	70	largest	large	ADJ
cblr-1724	136	71	intermediary	intermediary	NOUN
cblr-1724	136	72	for	for	ADP
cblr-1724	136	73	the	the	DET
cblr-1724	136	74	program	program	NOUN
cblr-1724	136	75	,	,	PUNCT
cblr-1724	136	76	issued	issue	VERB
cblr-1724	136	77	a	a	DET
cblr-1724	136	78	grave	grave	ADJ
cblr-1724	136	79	warning	warning	NOUN
cblr-1724	136	80	about	about	ADP
cblr-1724	136	81	the	the	DET
cblr-1724	136	82	sustainability	sustainability	NOUN
cblr-1724	136	83	of	of	ADP
cblr-1724	136	84	such	such	ADJ
cblr-1724	136	85	initiatives	initiative	NOUN
cblr-1724	136	86	without	without	ADP
cblr-1724	136	87	further	further	ADJ
cblr-1724	136	88	attention	attention	NOUN
cblr-1724	136	89	and	and	CCONJ
cblr-1724	136	90	investment	investment	NOUN
cblr-1724	136	91	from	from	ADP
cblr-1724	136	92	congress.44	congress.44	NOUN
cblr-1724	136	93	while	while	SCONJ
cblr-1724	136	94	the	the	DET
cblr-1724	136	95	sba	sba	PROPN
cblr-1724	136	96	website	website	NOUN
cblr-1724	136	97	still	still	ADV
cblr-1724	136	98	advertises	advertise	VERB
cblr-1724	136	99	various	various	ADJ
cblr-1724	136	100	loan	loan	NOUN
cblr-1724	136	101	programs	program	NOUN
cblr-1724	136	102	for	for	ADP
cblr-1724	136	103	underserved	underserved	ADJ
cblr-1724	136	104	communities	community	NOUN
cblr-1724	136	105	,	,	PUNCT
cblr-1724	136	106	there	there	PRON
cblr-1724	136	107	is	be	VERB
cblr-1724	136	108	no	no	DET
cblr-1724	136	109	mention	mention	NOUN
cblr-1724	136	110	of	of	ADP
cblr-1724	136	111	the	the	DET
cblr-1724	136	112	women	woman	NOUN
cblr-1724	136	113	’s	’s	PART
cblr-1724	136	114	pre	pre	ADJ
cblr-1724	136	115	-	-	ADJ
cblr-1724	136	116	qualification	qualification	ADJ
cblr-1724	136	117	pilot	pilot	NOUN
cblr-1724	136	118	loan	loan	NOUN
cblr-1724	136	119	program	program	NOUN
cblr-1724	136	120	or	or	CCONJ
cblr-1724	136	121	any	any	DET
cblr-1724	136	122	other	other	ADJ
cblr-1724	136	123	women	woman	NOUN
cblr-1724	136	124	-	-	PUNCT
cblr-1724	136	125	specific	specific	ADJ
cblr-1724	136	126	loans.45	loans.45	NOUN
cblr-1724	136	127	the	the	DET
cblr-1724	136	128	program	program	NOUN
cblr-1724	136	129	appears	appear	VERB
cblr-1724	136	130	to	to	PART
cblr-1724	136	131	have	have	AUX
cblr-1724	136	132	folded	fold	VERB
cblr-1724	136	133	into	into	ADP
cblr-1724	136	134	the	the	DET
cblr-1724	136	135	broader	broad	ADJ
cblr-1724	136	136	category	category	NOUN
cblr-1724	136	137	of	of	ADP
cblr-1724	136	138	sba	sba	PROPN
cblr-1724	136	139	loans	loan	NOUN
cblr-1724	136	140	,	,	PUNCT
cblr-1724	136	141	which	which	PRON
cblr-1724	136	142	are	be	AUX
cblr-1724	136	143	open	open	ADJ
cblr-1724	136	144	to	to	ADP
cblr-1724	136	145	small	small	ADJ
cblr-1724	136	146	businesses	business	NOUN
cblr-1724	136	147	regardless	regardless	ADV
cblr-1724	136	148	of	of	ADP
cblr-1724	136	149	the	the	DET
cblr-1724	136	150	gender	gender	NOUN
cblr-1724	136	151	composition	composition	NOUN
cblr-1724	136	152	of	of	ADP
cblr-1724	136	153	their	their	PRON
cblr-1724	136	154	ownership.46	ownership.46	PROPN
cblr-1724	136	155	beyond	beyond	ADP
cblr-1724	136	156	providing	provide	VERB
cblr-1724	136	157	basic	basic	ADJ
cblr-1724	136	158	guidance	guidance	NOUN
cblr-1724	136	159	and	and	CCONJ
cblr-1724	136	160	knowledge	knowledge	NOUN
cblr-1724	136	161	on	on	ADP
cblr-1724	136	162	its	its	PRON
cblr-1724	136	163	website	website	NOUN
cblr-1724	136	164	,	,	PUNCT
cblr-1724	136	165	the	the	DET
cblr-1724	136	166	sba	sba	NOUN
cblr-1724	136	167	does	do	AUX
cblr-1724	136	168	not	not	PART
cblr-1724	136	169	appear	appear	VERB
cblr-1724	136	170	to	to	PART
cblr-1724	136	171	have	have	AUX
cblr-1724	136	172	ever	ever	ADV
cblr-1724	136	173	attempted	attempt	VERB
cblr-1724	136	174	to	to	PART
cblr-1724	136	175	directly	directly	ADV
cblr-1724	136	176	intervene	intervene	VERB
cblr-1724	136	177	in	in	ADP
cblr-1724	136	178	the	the	DET
cblr-1724	136	179	process	process	NOUN
cblr-1724	136	180	of	of	ADP
cblr-1724	136	181	equity	equity	NOUN
cblr-1724	136	182	financing	financing	NOUN
cblr-1724	136	183	for	for	ADP
cblr-1724	136	184	wobs.47	wobs.47	PROPN
cblr-1724	136	185	today	today	NOUN
cblr-1724	136	186	,	,	PUNCT
cblr-1724	136	187	governmental	governmental	ADJ
cblr-1724	136	188	attention	attention	NOUN
cblr-1724	136	189	towards	towards	ADP
cblr-1724	136	190	wobs	wob	NOUN
cblr-1724	136	191	primarily	primarily	ADV
cblr-1724	136	192	remains	remain	VERB
cblr-1724	136	193	targeted	target	VERB
cblr-1724	136	194	on	on	ADP
cblr-1724	136	195	federal	federal	ADJ
cblr-1724	136	196	contracting.48	contracting.48	NOUN
cblr-1724	136	197	a	a	DET
cblr-1724	136	198	slew	slew	NOUN
cblr-1724	136	199	of	of	ADP
cblr-1724	136	200	scholarly	scholarly	ADJ
cblr-1724	136	201	research	research	NOUN
cblr-1724	136	202	explores	explore	VERB
cblr-1724	136	203	ways	way	NOUN
cblr-1724	136	204	to	to	PART
cblr-1724	136	205	increase	increase	VERB
cblr-1724	136	206	contracting	contract	VERB
cblr-1724	136	207	opportunities	opportunity	NOUN
cblr-1724	136	208	and	and	CCONJ
cblr-1724	136	209	their	their	PRON
cblr-1724	136	210	effectiveness	effectiveness	NOUN
cblr-1724	136	211	for	for	ADP
cblr-1724	136	212	wobs	wob	NOUN
cblr-1724	136	213	,	,	PUNCT
cblr-1724	136	214	but	but	CCONJ
cblr-1724	136	215	relatively	relatively	ADV
cblr-1724	136	216	little	little	ADJ
cblr-1724	136	217	scholarship	scholarship	NOUN
cblr-1724	136	218	is	be	AUX
cblr-1724	136	219	devoted	devote	VERB
cblr-1724	136	220	to	to	ADP
cblr-1724	136	221	female	female	ADJ
cblr-1724	136	222	43	43	NUM
cblr-1724	136	223	women	woman	NOUN
cblr-1724	136	224	business	business	NOUN
cblr-1724	136	225	enterprises	enterprise	NOUN
cblr-1724	136	226	:	:	PUNCT
cblr-1724	136	227	hearing	hear	VERB
cblr-1724	136	228	before	before	ADP
cblr-1724	136	229	the	the	DET
cblr-1724	136	230	subcomm	subcomm	NOUN
cblr-1724	136	231	.	.	PUNCT
cblr-1724	137	1	on	on	ADP
cblr-1724	137	2	government	government	NOUN
cblr-1724	137	3	programs	program	NOUN
cblr-1724	137	4	and	and	CCONJ
cblr-1724	137	5	oversight	oversight	NOUN
cblr-1724	137	6	of	of	ADP
cblr-1724	137	7	the	the	DET
cblr-1724	137	8	comm	comm	NOUN
cblr-1724	137	9	.	.	PUNCT
cblr-1724	138	1	on	on	ADP
cblr-1724	138	2	small	small	ADJ
cblr-1724	138	3	business	business	NOUN
cblr-1724	138	4	h.r	h.r	PROPN
cblr-1724	138	5	.	.	PROPN
cblr-1724	138	6	,	,	PUNCT
cblr-1724	138	7	105th	105th	PROPN
cblr-1724	138	8	cong	cong	NOUN
cblr-1724	138	9	.	.	PUNCT
cblr-1724	139	1	71	71	NUM
cblr-1724	139	2	(	(	PUNCT
cblr-1724	139	3	1997	1997	NUM
cblr-1724	139	4	)	)	PUNCT
cblr-1724	139	5	.	.	PUNCT
cblr-1724	140	1	44	44	NUM
cblr-1724	140	2	revitalizing	revitalize	VERB
cblr-1724	140	3	america	america	PROPN
cblr-1724	140	4	’s	’s	PART
cblr-1724	140	5	manufacturers	manufacturer	NOUN
cblr-1724	140	6	:	:	PUNCT
cblr-1724	140	7	sba	sba	PROPN
cblr-1724	140	8	business	business	NOUN
cblr-1724	140	9	and	and	CCONJ
cblr-1724	140	10	enterprise	enterprise	NOUN
cblr-1724	140	11	development	development	NOUN
cblr-1724	140	12	program	program	NOUN
cblr-1724	140	13	:	:	PUNCT
cblr-1724	140	14	hearing	hear	VERB
cblr-1724	140	15	before	before	ADP
cblr-1724	140	16	the	the	DET
cblr-1724	140	17	comm	comm	NOUN
cblr-1724	140	18	.	.	PUNCT
cblr-1724	141	1	on	on	ADP
cblr-1724	141	2	small	small	ADJ
cblr-1724	141	3	business	business	NOUN
cblr-1724	141	4	h.r	h.r	PROPN
cblr-1724	141	5	.	.	PROPN
cblr-1724	141	6	,	,	PUNCT
cblr-1724	141	7	108th	108th	PROPN
cblr-1724	141	8	cong	cong	NOUN
cblr-1724	141	9	.	.	PUNCT
cblr-1724	142	1	102	102	NUM
cblr-1724	142	2	(	(	PUNCT
cblr-1724	142	3	2003	2003	NUM
cblr-1724	142	4	)	)	PUNCT
cblr-1724	142	5	;	;	PUNCT
cblr-1724	142	6	140	140	NUM
cblr-1724	142	7	cong	cong	NOUN
cblr-1724	142	8	.	.	PUNCT
cblr-1724	143	1	rec	rec	PROPN
cblr-1724	143	2	.	.	PROPN
cblr-1724	143	3	s12,237	s12,237	PROPN
cblr-1724	143	4	(	(	PUNCT
cblr-1724	143	5	1994	1994	NUM
cblr-1724	143	6	)	)	PUNCT
cblr-1724	143	7	.	.	PUNCT
cblr-1724	144	1	45	45	NUM
cblr-1724	144	2	sba	sba	PROPN
cblr-1724	144	3	loans	loan	NOUN
cblr-1724	144	4	,	,	PUNCT
cblr-1724	144	5	small	small	ADJ
cblr-1724	144	6	business	business	NOUN
cblr-1724	144	7	association	association	PROPN
cblr-1724	144	8	,	,	PUNCT
cblr-1724	144	9	https://www.sba.gov/starting-business/finance-your-business/loans/sbaloans	https://www.sba.gov/starting-business/finance-your-business/loans/sbaloans	X
cblr-1724	145	1	[	[	X
cblr-1724	145	2	https://perma.cc/wx5k-5y62	https://perma.cc/wx5k-5y62	X
cblr-1724	145	3	]	]	X
cblr-1724	145	4	(	(	PUNCT
cblr-1724	145	5	last	last	ADV
cblr-1724	145	6	visited	visit	VERB
cblr-1724	145	7	june	june	PROPN
cblr-1724	145	8	20	20	NUM
cblr-1724	145	9	,	,	PUNCT
cblr-1724	145	10	2017	2017	NUM
cblr-1724	145	11	)	)	PUNCT
cblr-1724	145	12	.	.	PUNCT
cblr-1724	146	1	46	46	NUM
cblr-1724	147	1	i	i	PRON
cblr-1724	147	2	d.	d.	PROPN
cblr-1724	147	3	47	47	NUM
cblr-1724	147	4	acquiring	acquire	VERB
cblr-1724	147	5	financing	financing	NOUN
cblr-1724	147	6	,	,	PUNCT
cblr-1724	147	7	small	small	ADJ
cblr-1724	147	8	business	business	NOUN
cblr-1724	147	9	association	association	PROPN
cblr-1724	147	10	,	,	PUNCT
cblr-1724	147	11	https://www.sba.gov/starting-business/finance-yourbusiness/loans/acquiring-financing	https://www.sba.gov/starting-business/finance-yourbusiness/loans/acquiring-finance	VERB
cblr-1724	147	12	[	[	X
cblr-1724	147	13	https://perma.cc/v5mk-uul4	https://perma.cc/v5mk-uul4	X
cblr-1724	147	14	]	]	X
cblr-1724	147	15	(	(	PUNCT
cblr-1724	147	16	last	last	ADV
cblr-1724	147	17	visited	visit	VERB
cblr-1724	147	18	june	june	PROPN
cblr-1724	147	19	20	20	NUM
cblr-1724	147	20	,	,	PUNCT
cblr-1724	147	21	2017	2017	NUM
cblr-1724	147	22	)	)	PUNCT
cblr-1724	147	23	.	.	PUNCT
cblr-1724	148	1	48	48	NUM
cblr-1724	148	2	see	see	VERB
cblr-1724	148	3	generally	generally	ADV
cblr-1724	148	4	sirmons	sirmon	NOUN
cblr-1724	148	5	,	,	PUNCT
cblr-1724	148	6	supra	supra	PROPN
cblr-1724	148	7	note	note	PROPN
cblr-1724	148	8	39	39	NUM
cblr-1724	148	9	;	;	PUNCT
cblr-1724	148	10	mee	mee	PROPN
cblr-1724	148	11	,	,	PUNCT
cblr-1724	148	12	supra	supra	PROPN
cblr-1724	148	13	note	note	PROPN
cblr-1724	148	14	31	31	NUM
cblr-1724	148	15	;	;	PUNCT
cblr-1724	149	1	molina	molina	PROPN
cblr-1724	149	2	,	,	PUNCT
cblr-1724	149	3	supra	supra	PROPN
cblr-1724	149	4	note	note	NOUN
cblr-1724	149	5	39	39	NUM
cblr-1724	149	6	.	.	PUNCT
cblr-1724	150	1	brandt	brandt	PROPN
cblr-1724	150	2	–	–	PUNCT
cblr-1724	150	3	final	final	ADJ
cblr-1724	150	4	no	no	NOUN
cblr-1724	150	5	.	.	NOUN
cblr-1724	150	6	2:807	2:807	NUM
cblr-1724	150	7	]	]	PUNCT
cblr-1724	150	8	women	woman	NOUN
cblr-1724	150	9	-	-	PUNCT
cblr-1724	150	10	owned	own	VERB
cblr-1724	150	11	businesses	business	NOUN
cblr-1724	150	12	’	'	PUNCT
cblr-1724	150	13	access	access	NOUN
cblr-1724	150	14	to	to	ADP
cblr-1724	150	15	capital	capital	NOUN
cblr-1724	150	16	819	819	NUM
cblr-1724	150	17	entrepreneurs	entrepreneur	NOUN
cblr-1724	150	18	’	'	PUNCT
cblr-1724	150	19	access	access	NOUN
cblr-1724	150	20	to	to	ADP
cblr-1724	150	21	capital.49	capital.49	PROPN
cblr-1724	150	22	while	while	SCONJ
cblr-1724	150	23	there	there	PRON
cblr-1724	150	24	are	be	VERB
cblr-1724	150	25	several	several	ADJ
cblr-1724	150	26	local	local	ADJ
cblr-1724	150	27	and	and	CCONJ
cblr-1724	150	28	state	state	NOUN
cblr-1724	150	29	initiatives	initiative	NOUN
cblr-1724	150	30	aimed	aim	VERB
cblr-1724	150	31	at	at	ADP
cblr-1724	150	32	wobs	wob	NOUN
cblr-1724	150	33	and	and	CCONJ
cblr-1724	150	34	their	their	PRON
cblr-1724	150	35	access	access	NOUN
cblr-1724	150	36	to	to	ADP
cblr-1724	150	37	capital	capital	NOUN
cblr-1724	150	38	,	,	PUNCT
cblr-1724	150	39	the	the	DET
cblr-1724	150	40	scope	scope	NOUN
cblr-1724	150	41	of	of	ADP
cblr-1724	150	42	this	this	DET
cblr-1724	150	43	note	note	NOUN
cblr-1724	150	44	focuses	focus	VERB
cblr-1724	150	45	on	on	ADP
cblr-1724	150	46	the	the	DET
cblr-1724	150	47	federal	federal	ADJ
cblr-1724	150	48	government	government	NOUN
cblr-1724	150	49	’s	’s	PART
cblr-1724	150	50	role	role	NOUN
cblr-1724	150	51	in	in	ADP
cblr-1724	150	52	assisting	assist	VERB
cblr-1724	150	53	wobs	wob	NOUN
cblr-1724	150	54	in	in	ADP
cblr-1724	150	55	accessing	access	VERB
cblr-1724	150	56	the	the	DET
cblr-1724	150	57	capital	capital	NOUN
cblr-1724	150	58	markets	market	NOUN
cblr-1724	150	59	.	.	PUNCT
cblr-1724	151	1	the	the	DET
cblr-1724	151	2	winding	wind	VERB
cblr-1724	151	3	road	road	NOUN
cblr-1724	151	4	of	of	ADP
cblr-1724	151	5	the	the	DET
cblr-1724	151	6	progression	progression	NOUN
cblr-1724	151	7	and	and	CCONJ
cblr-1724	151	8	regression	regression	NOUN
cblr-1724	151	9	of	of	ADP
cblr-1724	151	10	women	woman	NOUN
cblr-1724	151	11	’s	’s	PART
cblr-1724	151	12	status	status	NOUN
cblr-1724	151	13	in	in	ADP
cblr-1724	151	14	the	the	DET
cblr-1724	151	15	workforce	workforce	NOUN
cblr-1724	151	16	sustains	sustain	VERB
cblr-1724	151	17	ongoing	ongoing	ADJ
cblr-1724	151	18	tension	tension	NOUN
cblr-1724	151	19	in	in	ADP
cblr-1724	151	20	american	american	ADJ
cblr-1724	151	21	society.50	society.50	PROPN
cblr-1724	151	22	some	some	DET
cblr-1724	151	23	commentators	commentator	NOUN
cblr-1724	151	24	contend	contend	VERB
cblr-1724	151	25	that	that	SCONJ
cblr-1724	151	26	for	for	ADP
cblr-1724	151	27	every	every	DET
cblr-1724	151	28	advancement	advancement	NOUN
cblr-1724	151	29	women	woman	NOUN
cblr-1724	151	30	make	make	VERB
cblr-1724	151	31	in	in	ADP
cblr-1724	151	32	the	the	DET
cblr-1724	151	33	workplace	workplace	NOUN
cblr-1724	151	34	,	,	PUNCT
cblr-1724	151	35	backlash	backlash	NOUN
cblr-1724	151	36	quickly	quickly	ADV
cblr-1724	151	37	follows.51	follows.51	NOUN
cblr-1724	151	38	thus	thus	ADV
cblr-1724	151	39	far	far	ADV
cblr-1724	151	40	,	,	PUNCT
cblr-1724	151	41	the	the	DET
cblr-1724	151	42	majority	majority	NOUN
cblr-1724	151	43	of	of	ADP
cblr-1724	151	44	government	government	NOUN
cblr-1724	151	45	outreach	outreach	NOUN
cblr-1724	151	46	to	to	ADP
cblr-1724	151	47	wobs	wobs	PROPN
cblr-1724	151	48	has	have	AUX
cblr-1724	151	49	come	come	VERB
cblr-1724	151	50	in	in	ADP
cblr-1724	151	51	the	the	DET
cblr-1724	151	52	form	form	NOUN
cblr-1724	151	53	of	of	ADP
cblr-1724	151	54	set	set	NOUN
cblr-1724	151	55	-	-	PUNCT
cblr-1724	151	56	asides	aside	NOUN
cblr-1724	151	57	and	and	CCONJ
cblr-1724	151	58	preferential	preferential	ADJ
cblr-1724	151	59	treatment	treatment	NOUN
cblr-1724	151	60	in	in	ADP
cblr-1724	151	61	government	government	NOUN
cblr-1724	151	62	contracts.52	contracts.52	PROPN
cblr-1724	151	63	although	although	SCONJ
cblr-1724	151	64	federal	federal	ADJ
cblr-1724	151	65	contracting	contracting	NOUN
cblr-1724	151	66	is	be	AUX
cblr-1724	151	67	important	important	ADJ
cblr-1724	151	68	,	,	PUNCT
cblr-1724	151	69	this	this	DET
cblr-1724	151	70	particular	particular	ADJ
cblr-1724	151	71	type	type	NOUN
cblr-1724	151	72	of	of	ADP
cblr-1724	151	73	outreach	outreach	NOUN
cblr-1724	151	74	affects	affect	VERB
cblr-1724	151	75	only	only	ADV
cblr-1724	151	76	those	those	DET
cblr-1724	151	77	wobs	wob	NOUN
cblr-1724	151	78	that	that	PRON
cblr-1724	151	79	are	be	AUX
cblr-1724	151	80	in	in	ADP
cblr-1724	151	81	a	a	DET
cblr-1724	151	82	position	position	NOUN
cblr-1724	151	83	to	to	PART
cblr-1724	151	84	take	take	VERB
cblr-1724	151	85	advantage	advantage	NOUN
cblr-1724	151	86	of	of	ADP
cblr-1724	151	87	government	government	NOUN
cblr-1724	151	88	contracts	contract	NOUN
cblr-1724	151	89	,	,	PUNCT
cblr-1724	151	90	has	have	AUX
cblr-1724	151	91	proven	prove	VERB
cblr-1724	151	92	largely	largely	ADV
cblr-1724	151	93	ineffective	ineffective	ADJ
cblr-1724	151	94	,	,	PUNCT
cblr-1724	151	95	and	and	CCONJ
cblr-1724	151	96	does	do	VERB
cblr-1724	151	97	little	little	ADJ
cblr-1724	151	98	to	to	PART
cblr-1724	151	99	address	address	VERB
cblr-1724	151	100	the	the	DET
cblr-1724	151	101	government	government	NOUN
cblr-1724	151	102	’s	’s	PART
cblr-1724	151	103	conceded	concede	VERB
cblr-1724	151	104	concern	concern	NOUN
cblr-1724	151	105	over	over	ADP
cblr-1724	151	106	female	female	ADJ
cblr-1724	151	107	entrepreneurs	entrepreneur	NOUN
cblr-1724	151	108	’	'	PUNCT
cblr-1724	151	109	access	access	NOUN
cblr-1724	151	110	to	to	ADP
cblr-1724	151	111	capital	capital	NOUN
cblr-1724	151	112	to	to	PART
cblr-1724	151	113	start	start	VERB
cblr-1724	151	114	or	or	CCONJ
cblr-1724	151	115	grow	grow	VERB
cblr-1724	151	116	their	their	PRON
cblr-1724	151	117	businesses.53	businesses.53	NOUN
cblr-1724	151	118	further	far	ADV
cblr-1724	151	119	,	,	PUNCT
cblr-1724	151	120	this	this	DET
cblr-1724	151	121	focus	focus	NOUN
cblr-1724	151	122	on	on	ADP
cblr-1724	151	123	federal	federal	ADJ
cblr-1724	151	124	contracting	contracting	NOUN
cblr-1724	151	125	largely	largely	ADV
cblr-1724	151	126	ignores	ignore	VERB
cblr-1724	151	127	the	the	DET
cblr-1724	151	128	broader	broad	ADJ
cblr-1724	151	129	purpose	purpose	NOUN
cblr-1724	151	130	set	set	VERB
cblr-1724	151	131	out	out	ADP
cblr-1724	151	132	by	by	ADP
cblr-1724	151	133	the	the	DET
cblr-1724	151	134	amended	amend	VERB
cblr-1724	151	135	small	small	ADJ
cblr-1724	151	136	business	business	NOUN
cblr-1724	151	137	act	act	NOUN
cblr-1724	151	138	of	of	ADP
cblr-1724	151	139	1953	1953	NUM
cblr-1724	151	140	that	that	PRON
cblr-1724	151	141	calls	call	VERB
cblr-1724	151	142	for	for	ADP
cblr-1724	151	143	the	the	DET
cblr-1724	151	144	removal	removal	NOUN
cblr-1724	151	145	of	of	ADP
cblr-1724	151	146	barriers	barrier	NOUN
cblr-1724	151	147	to	to	ADP
cblr-1724	151	148	capital	capital	NOUN
cblr-1724	151	149	for	for	ADP
cblr-1724	151	150	wobs.54	wobs.54	PROPN
cblr-1724	151	151	49	49	NUM
cblr-1724	151	152	see	see	VERB
cblr-1724	151	153	generally	generally	ADV
cblr-1724	151	154	sirmons	sirmon	NOUN
cblr-1724	151	155	,	,	PUNCT
cblr-1724	151	156	supra	supra	PROPN
cblr-1724	151	157	note	note	PROPN
cblr-1724	151	158	39	39	NUM
cblr-1724	151	159	;	;	PUNCT
cblr-1724	151	160	mee	mee	PROPN
cblr-1724	151	161	,	,	PUNCT
cblr-1724	151	162	supra	supra	PROPN
cblr-1724	151	163	note	note	PROPN
cblr-1724	151	164	31	31	NUM
cblr-1724	151	165	;	;	PUNCT
cblr-1724	151	166	molina	molina	PROPN
cblr-1724	151	167	,	,	PUNCT
cblr-1724	151	168	supra	supra	PROPN
cblr-1724	151	169	note	note	NOUN
cblr-1724	151	170	39	39	NUM
cblr-1724	151	171	.	.	PUNCT
cblr-1724	152	1	50	50	NUM
cblr-1724	152	2	see	see	VERB
cblr-1724	152	3	generally	generally	ADV
cblr-1724	152	4	faludi	faludi	NOUN
cblr-1724	152	5	,	,	PUNCT
cblr-1724	152	6	supra	supra	PROPN
cblr-1724	152	7	note	note	NOUN
cblr-1724	152	8	7	7	NUM
cblr-1724	152	9	.	.	NUM
cblr-1724	152	10	51	51	NUM
cblr-1724	153	1	i	i	PRON
cblr-1724	153	2	d.	d.	PROPN
cblr-1724	153	3	at	at	ADP
cblr-1724	153	4	61	61	NUM
cblr-1724	153	5	.	.	PUNCT
cblr-1724	154	1	for	for	ADP
cblr-1724	154	2	an	an	DET
cblr-1724	154	3	example	example	NOUN
cblr-1724	154	4	of	of	ADP
cblr-1724	154	5	this	this	DET
cblr-1724	154	6	idea	idea	NOUN
cblr-1724	154	7	of	of	ADP
cblr-1724	154	8	backlash	backlash	NOUN
cblr-1724	154	9	in	in	ADP
cblr-1724	154	10	litigation	litigation	NOUN
cblr-1724	154	11	,	,	PUNCT
cblr-1724	154	12	see	see	VERB
cblr-1724	154	13	coral	coral	ADJ
cblr-1724	154	14	construction	construction	NOUN
cblr-1724	154	15	,	,	PUNCT
cblr-1724	154	16	inc	inc	PROPN
cblr-1724	154	17	.	.	PROPN
cblr-1724	154	18	v.	v.	ADP
cblr-1724	154	19	city	city	PROPN
cblr-1724	154	20	&	&	CCONJ
cblr-1724	154	21	county	county	PROPN
cblr-1724	154	22	of	of	ADP
cblr-1724	154	23	san	san	PROPN
cblr-1724	154	24	francisco	francisco	PROPN
cblr-1724	154	25	,	,	PUNCT
cblr-1724	154	26	in	in	ADP
cblr-1724	154	27	which	which	PRON
cblr-1724	154	28	contractors	contractor	NOUN
cblr-1724	154	29	challenged	challenge	VERB
cblr-1724	154	30	a	a	DET
cblr-1724	154	31	california	california	PROPN
cblr-1724	154	32	law	law	NOUN
cblr-1724	154	33	prohibiting	prohibit	VERB
cblr-1724	154	34	discrimination	discrimination	NOUN
cblr-1724	154	35	on	on	ADP
cblr-1724	154	36	the	the	DET
cblr-1724	154	37	basis	basis	NOUN
cblr-1724	154	38	of	of	ADP
cblr-1724	154	39	race	race	NOUN
cblr-1724	154	40	or	or	CCONJ
cblr-1724	154	41	gender	gender	NOUN
cblr-1724	154	42	in	in	ADP
cblr-1724	154	43	public	public	ADJ
cblr-1724	154	44	contracting	contracting	NOUN
cblr-1724	154	45	.	.	PUNCT
cblr-1724	155	1	235	235	NUM
cblr-1724	155	2	p.3d	p.3d	NUM
cblr-1724	155	3	947	947	NUM
cblr-1724	155	4	,	,	PUNCT
cblr-1724	155	5	956	956	NUM
cblr-1724	155	6	(	(	PUNCT
cblr-1724	155	7	cal	cal	PROPN
cblr-1724	155	8	.	.	PUNCT
cblr-1724	155	9	2010	2010	NUM
cblr-1724	155	10	)	)	PUNCT
cblr-1724	155	11	.	.	PUNCT
cblr-1724	156	1	52	52	NUM
cblr-1724	156	2	see	see	VERB
cblr-1724	156	3	generally	generally	ADV
cblr-1724	156	4	sirmons	sirmon	NOUN
cblr-1724	156	5	,	,	PUNCT
cblr-1724	156	6	supra	supra	PROPN
cblr-1724	156	7	note	note	PROPN
cblr-1724	156	8	39	39	NUM
cblr-1724	156	9	;	;	PUNCT
cblr-1724	156	10	mee	mee	PROPN
cblr-1724	156	11	,	,	PUNCT
cblr-1724	156	12	supra	supra	PROPN
cblr-1724	156	13	note	note	PROPN
cblr-1724	156	14	31	31	NUM
cblr-1724	156	15	;	;	PUNCT
cblr-1724	157	1	molina	molina	PROPN
cblr-1724	157	2	,	,	PUNCT
cblr-1724	157	3	supra	supra	PROPN
cblr-1724	157	4	note	note	NOUN
cblr-1724	157	5	39	39	NUM
cblr-1724	157	6	.	.	PUNCT
cblr-1724	158	1	53	53	NUM
cblr-1724	158	2	see	see	VERB
cblr-1724	158	3	generally	generally	ADV
cblr-1724	158	4	mcavoy	mcavoy	PROPN
cblr-1724	158	5	,	,	PUNCT
cblr-1724	158	6	supra	supra	PROPN
cblr-1724	158	7	note	note	PROPN
cblr-1724	158	8	10	10	NUM
cblr-1724	158	9	;	;	PUNCT
cblr-1724	158	10	sirmons	sirmon	NOUN
cblr-1724	158	11	,	,	PUNCT
cblr-1724	158	12	supra	supra	PROPN
cblr-1724	158	13	note	note	NOUN
cblr-1724	158	14	39	39	NUM
cblr-1724	158	15	,	,	PUNCT
cblr-1724	158	16	at	at	ADP
cblr-1724	158	17	736–37	736–37	NUM
cblr-1724	158	18	.	.	PUNCT
cblr-1724	159	1	54	54	NUM
cblr-1724	159	2	small	small	ADJ
cblr-1724	159	3	business	business	NOUN
cblr-1724	159	4	act	act	NOUN
cblr-1724	159	5	§	§	PROPN
cblr-1724	159	6	2	2	NUM
cblr-1724	159	7	,	,	PUNCT
cblr-1724	159	8	15	15	NUM
cblr-1724	159	9	u.s.c	u.s.c	ADJ
cblr-1724	159	10	.	.	PUNCT
cblr-1724	160	1	§	§	PROPN
cblr-1724	160	2	631	631	NUM
cblr-1724	160	3	(	(	PUNCT
cblr-1724	160	4	2012	2012	NUM
cblr-1724	160	5	)	)	PUNCT
cblr-1724	160	6	.	.	PUNCT
cblr-1724	161	1	brandt	brandt	PROPN
cblr-1724	161	2	–	–	PUNCT
cblr-1724	161	3	final	final	ADJ
cblr-1724	161	4	820	820	NUM
cblr-1724	161	5	columbia	columbia	PROPN
cblr-1724	161	6	business	business	NOUN
cblr-1724	161	7	law	law	PROPN
cblr-1724	161	8	review	review	NOUN
cblr-1724	161	9	[	[	X
cblr-1724	161	10	vol	vol	NOUN
cblr-1724	161	11	.	.	PROPN
cblr-1724	161	12	2017	2017	NUM
cblr-1724	161	13	b.	b.	X
cblr-1724	161	14	the	the	DET
cblr-1724	161	15	challenge	challenge	NOUN
cblr-1724	161	16	of	of	ADP
cblr-1724	161	17	raising	raise	VERB
cblr-1724	161	18	capital	capital	NOUN
cblr-1724	161	19	as	as	ADP
cblr-1724	161	20	a	a	DET
cblr-1724	161	21	female	female	ADJ
cblr-1724	161	22	founder	founder	NOUN
cblr-1724	161	23	common	common	ADJ
cblr-1724	161	24	start	start	NOUN
cblr-1724	161	25	-	-	PUNCT
cblr-1724	161	26	up	up	ADP
cblr-1724	161	27	lore	lore	NOUN
cblr-1724	161	28	indicates	indicate	VERB
cblr-1724	161	29	that	that	SCONJ
cblr-1724	161	30	90	90	NUM
cblr-1724	161	31	%	%	NOUN
cblr-1724	161	32	of	of	ADP
cblr-1724	161	33	start	start	NOUN
cblr-1724	161	34	-	-	PUNCT
cblr-1724	161	35	ups	up	NOUN
cblr-1724	161	36	fail	fail	VERB
cblr-1724	161	37	in	in	ADP
cblr-1724	161	38	their	their	PRON
cblr-1724	161	39	first	first	ADJ
cblr-1724	161	40	year.55	year.55	NOUN
cblr-1724	161	41	in	in	ADP
cblr-1724	161	42	2012	2012	NUM
cblr-1724	161	43	,	,	PUNCT
cblr-1724	161	44	the	the	DET
cblr-1724	161	45	sba	sba	NOUN
cblr-1724	161	46	claimed	claim	VERB
cblr-1724	161	47	that	that	SCONJ
cblr-1724	161	48	50	50	NUM
cblr-1724	161	49	%	%	NOUN
cblr-1724	161	50	of	of	ADP
cblr-1724	161	51	start	start	NOUN
cblr-1724	161	52	-	-	PUNCT
cblr-1724	161	53	ups	up	NOUN
cblr-1724	161	54	survive	survive	VERB
cblr-1724	161	55	their	their	PRON
cblr-1724	161	56	first	first	ADJ
cblr-1724	161	57	five	five	NUM
cblr-1724	161	58	years.56	years.56	NOUN
cblr-1724	161	59	the	the	DET
cblr-1724	161	60	bureau	bureau	PROPN
cblr-1724	161	61	of	of	ADP
cblr-1724	161	62	labor	labor	PROPN
cblr-1724	161	63	statistics	statistic	NOUN
cblr-1724	161	64	provides	provide	VERB
cblr-1724	161	65	a	a	DET
cblr-1724	161	66	similar	similar	ADJ
cblr-1724	161	67	,	,	PUNCT
cblr-1724	161	68	if	if	SCONJ
cblr-1724	161	69	slightly	slightly	ADV
cblr-1724	161	70	less	less	ADV
cblr-1724	161	71	optimistic	optimistic	ADJ
cblr-1724	161	72	,	,	PUNCT
cblr-1724	161	73	outlook	outlook	NOUN
cblr-1724	161	74	as	as	ADP
cblr-1724	161	75	the	the	DET
cblr-1724	161	76	sba.57	sba.57	NOUN
cblr-1724	161	77	whatever	whatever	PRON
cblr-1724	161	78	the	the	DET
cblr-1724	161	79	actual	actual	ADJ
cblr-1724	161	80	number	number	NOUN
cblr-1724	161	81	,	,	PUNCT
cblr-1724	161	82	many	many	ADJ
cblr-1724	161	83	new	new	ADJ
cblr-1724	161	84	businesses	business	NOUN
cblr-1724	161	85	do	do	AUX
cblr-1724	161	86	not	not	PART
cblr-1724	161	87	last	last	VERB
cblr-1724	161	88	.	.	PUNCT
cblr-1724	162	1	while	while	SCONJ
cblr-1724	162	2	there	there	PRON
cblr-1724	162	3	are	be	VERB
cblr-1724	162	4	numerous	numerous	ADJ
cblr-1724	162	5	reasons	reason	NOUN
cblr-1724	162	6	a	a	DET
cblr-1724	162	7	company	company	NOUN
cblr-1724	162	8	might	might	AUX
cblr-1724	162	9	fail	fail	VERB
cblr-1724	162	10	,	,	PUNCT
cblr-1724	162	11	financing	financing	NOUN
cblr-1724	162	12	is	be	AUX
cblr-1724	162	13	a	a	DET
cblr-1724	162	14	key	key	ADJ
cblr-1724	162	15	ingredient	ingredient	NOUN
cblr-1724	162	16	,	,	PUNCT
cblr-1724	162	17	particularly	particularly	ADV
cblr-1724	162	18	at	at	ADP
cblr-1724	162	19	the	the	DET
cblr-1724	162	20	early	early	ADJ
cblr-1724	162	21	stage	stage	NOUN
cblr-1724	162	22	of	of	ADP
cblr-1724	162	23	a	a	DET
cblr-1724	162	24	company.58	company.58	NOUN
cblr-1724	162	25	one	one	NUM
cblr-1724	162	26	study	study	NOUN
cblr-1724	162	27	has	have	AUX
cblr-1724	162	28	gone	go	VERB
cblr-1724	162	29	so	so	ADV
cblr-1724	162	30	far	far	ADV
cblr-1724	162	31	as	as	SCONJ
cblr-1724	162	32	to	to	PART
cblr-1724	162	33	declare	declare	VERB
cblr-1724	162	34	that	that	SCONJ
cblr-1724	162	35	“	"	PUNCT
cblr-1724	162	36	outside	outside	ADJ
cblr-1724	162	37	equity	equity	NOUN
cblr-1724	162	38	investments	investment	NOUN
cblr-1724	162	39	[	[	X
cblr-1724	162	40	are	be	AUX
cblr-1724	162	41	]	]	X
cblr-1724	162	42	essential	essential	ADJ
cblr-1724	162	43	.	.	PUNCT
cblr-1724	163	1	”59	”59	VERB
cblr-1724	163	2	every	every	DET
cblr-1724	163	3	new	new	ADJ
cblr-1724	163	4	business	business	NOUN
cblr-1724	163	5	requires	require	VERB
cblr-1724	163	6	capital	capital	NOUN
cblr-1724	163	7	to	to	PART
cblr-1724	163	8	fund	fund	VERB
cblr-1724	163	9	operations	operation	NOUN
cblr-1724	163	10	,	,	PUNCT
cblr-1724	163	11	inventory	inventory	NOUN
cblr-1724	163	12	,	,	PUNCT
cblr-1724	163	13	wages	wage	NOUN
cblr-1724	163	14	,	,	PUNCT
cblr-1724	163	15	and	and	CCONJ
cblr-1724	163	16	other	other	ADJ
cblr-1724	163	17	expenses	expense	NOUN
cblr-1724	163	18	of	of	ADP
cblr-1724	163	19	starting	start	VERB
cblr-1724	163	20	and	and	CCONJ
cblr-1724	163	21	running	run	VERB
cblr-1724	163	22	a	a	DET
cblr-1724	163	23	company.60	company.60	PROPN
cblr-1724	163	24	businesses	business	NOUN
cblr-1724	163	25	have	have	VERB
cblr-1724	163	26	a	a	DET
cblr-1724	163	27	choice	choice	NOUN
cblr-1724	163	28	of	of	ADP
cblr-1724	163	29	several	several	ADJ
cblr-1724	163	30	55	55	NUM
cblr-1724	163	31	see	see	NOUN
cblr-1724	163	32	erin	erin	PROPN
cblr-1724	163	33	griffith	griffith	PROPN
cblr-1724	163	34	,	,	PUNCT
cblr-1724	163	35	why	why	SCONJ
cblr-1724	163	36	startups	startup	NOUN
cblr-1724	163	37	fail	fail	VERB
cblr-1724	163	38	,	,	PUNCT
cblr-1724	163	39	according	accord	VERB
cblr-1724	163	40	to	to	ADP
cblr-1724	163	41	their	their	PRON
cblr-1724	163	42	founders	founder	NOUN
cblr-1724	163	43	,	,	PUNCT
cblr-1724	163	44	fortune	fortune	NOUN
cblr-1724	163	45	(	(	PUNCT
cblr-1724	163	46	sept	sept	PROPN
cblr-1724	163	47	.	.	PROPN
cblr-1724	163	48	25	25	NUM
cblr-1724	163	49	,	,	PUNCT
cblr-1724	163	50	2014	2014	NUM
cblr-1724	163	51	)	)	PUNCT
cblr-1724	163	52	,	,	PUNCT
cblr-1724	163	53	http://fortune.com/2014/09/25/why-startups-failaccording-to-their-founders/	http://fortune.com/2014/09/25/why-startups-failaccording-to-their-founders/	ADV
cblr-1724	163	54	[	[	X
cblr-1724	163	55	https://perma.cc/26ds-qvb3	https://perma.cc/26ds-qvb3	X
cblr-1724	163	56	]	]	X
cblr-1724	163	57	;	;	PUNCT
cblr-1724	163	58	see	see	VERB
cblr-1724	163	59	also	also	ADV
cblr-1724	163	60	neil	neil	PROPN
cblr-1724	163	61	patel	patel	PROPN
cblr-1724	163	62	,	,	PUNCT
cblr-1724	163	63	90	90	NUM
cblr-1724	163	64	%	%	NOUN
cblr-1724	163	65	of	of	ADP
cblr-1724	163	66	startups	startup	NOUN
cblr-1724	163	67	fail	fail	VERB
cblr-1724	163	68	:	:	PUNCT
cblr-1724	163	69	here	here	ADV
cblr-1724	163	70	’s	’	VERB
cblr-1724	163	71	what	what	PRON
cblr-1724	163	72	you	you	PRON
cblr-1724	163	73	need	need	VERB
cblr-1724	163	74	to	to	PART
cblr-1724	163	75	know	know	VERB
cblr-1724	163	76	about	about	ADP
cblr-1724	163	77	the	the	DET
cblr-1724	163	78	10	10	NUM
cblr-1724	163	79	%	%	NOUN
cblr-1724	163	80	,	,	PUNCT
cblr-1724	163	81	forbes	forbes	PROPN
cblr-1724	163	82	(	(	PUNCT
cblr-1724	163	83	jan	jan	PROPN
cblr-1724	163	84	.	.	PROPN
cblr-1724	163	85	16	16	NUM
cblr-1724	163	86	,	,	PUNCT
cblr-1724	163	87	2015	2015	NUM
cblr-1724	163	88	,	,	PUNCT
cblr-1724	163	89	10:00	10:00	NUM
cblr-1724	163	90	am	am	NOUN
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cblr-1724	163	92	,	,	PUNCT
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cblr-1724	164	1	56	56	NUM
cblr-1724	164	2	frequently	frequently	ADV
cblr-1724	164	3	asked	ask	VERB
cblr-1724	164	4	questions	question	NOUN
cblr-1724	164	5	,	,	PUNCT
cblr-1724	164	6	small	small	ADJ
cblr-1724	164	7	business	business	NOUN
cblr-1724	164	8	association	association	PROPN
cblr-1724	164	9	,	,	PUNCT
cblr-1724	164	10	https://www.sba.gov/sites/default/files/faq_sept_2012.pdf	https://www.sba.gov/sites/default/files/faq_sept_2012.pdf	NOUN
cblr-1724	165	1	[	[	X
cblr-1724	165	2	https://perma.cc/rfz4-tty5	https://perma.cc/rfz4-tty5	X
cblr-1724	165	3	]	]	X
cblr-1724	165	4	(	(	PUNCT
cblr-1724	165	5	last	last	ADV
cblr-1724	165	6	visited	visit	VERB
cblr-1724	165	7	june	june	PROPN
cblr-1724	165	8	20	20	NUM
cblr-1724	165	9	,	,	PUNCT
cblr-1724	165	10	2017	2017	NUM
cblr-1724	165	11	)	)	PUNCT
cblr-1724	165	12	.	.	PUNCT
cblr-1724	166	1	57	57	NUM
cblr-1724	166	2	u.s	u.s	PROPN
cblr-1724	166	3	.	.	PROPN
cblr-1724	166	4	bureau	bureau	PROPN
cblr-1724	166	5	of	of	ADP
cblr-1724	166	6	labor	labor	PROPN
cblr-1724	166	7	statistics	statistic	NOUN
cblr-1724	166	8	,	,	PUNCT
cblr-1724	166	9	business	business	NOUN
cblr-1724	166	10	employment	employment	NOUN
cblr-1724	166	11	dynamics	dynamic	NOUN
cblr-1724	166	12	:	:	PUNCT
cblr-1724	166	13	entrepreneurship	entrepreneurship	NOUN
cblr-1724	166	14	and	and	CCONJ
cblr-1724	166	15	the	the	DET
cblr-1724	166	16	u.s	u.s	PROPN
cblr-1724	166	17	.	.	PROPN
cblr-1724	166	18	economy	economy	NOUN
cblr-1724	166	19	,	,	PUNCT
cblr-1724	166	20	http://www.bls.gov/bdm/entrepreneurship/bdm_chart3.htm	http://www.bls.gov/bdm/entrepreneurship/bdm_chart3.htm	PROPN
cblr-1724	166	21	[	[	X
cblr-1724	166	22	https://perma.cc/92um-ateb	https://perma.cc/92um-ateb	X
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cblr-1724	166	24	(	(	PUNCT
cblr-1724	166	25	last	last	ADJ
cblr-1724	166	26	modified	modify	VERB
cblr-1724	166	27	apr	apr	PROPN
cblr-1724	166	28	.	.	PROPN
cblr-1724	166	29	28	28	NUM
cblr-1724	166	30	,	,	PUNCT
cblr-1724	166	31	2016	2016	NUM
cblr-1724	166	32	)	)	PUNCT
cblr-1724	166	33	.	.	PUNCT
cblr-1724	167	1	58	58	NUM
cblr-1724	167	2	see	see	VERB
cblr-1724	167	3	susan	susan	PROPN
cblr-1724	167	4	coleman	coleman	PROPN
cblr-1724	167	5	&	&	CCONJ
cblr-1724	167	6	alicia	alicia	PROPN
cblr-1724	167	7	robb	robb	PROPN
cblr-1724	167	8	,	,	PUNCT
cblr-1724	167	9	access	access	NOUN
cblr-1724	167	10	to	to	ADP
cblr-1724	167	11	capital	capital	NOUN
cblr-1724	167	12	by	by	ADP
cblr-1724	167	13	highgrowth	highgrowth	PROPN
cblr-1724	167	14	women	woman	NOUN
cblr-1724	167	15	-	-	PUNCT
cblr-1724	167	16	owned	own	VERB
cblr-1724	167	17	businesses	business	NOUN
cblr-1724	167	18	2	2	NUM
cblr-1724	167	19	(	(	PUNCT
cblr-1724	167	20	2014	2014	NUM
cblr-1724	167	21	)	)	PUNCT
cblr-1724	167	22	,	,	PUNCT
cblr-1724	167	23	https://www.nwbc.gov/sites/default/files/access%20to%20capital%20by%2	https://www.nwbc.gov/sites/default/files/access%20to%20capital%20by%2	PROPN
cblr-1724	167	24	0high%20growth%20women	0high%20growth%20woman	NOUN
cblr-1724	167	25	-	-	PUNCT
cblr-1724	167	26	owned%20businesses%20(robb)%20%20final%20draft.pdf	owned%20businesses%20(robb)%20%20final%20draft.pdf	PROPN
cblr-1724	167	27	[	[	X
cblr-1724	167	28	https://perma.cc/rw4k-jze9	https://perma.cc/rw4k-jze9	X
cblr-1724	167	29	]	]	X
cblr-1724	167	30	.	.	PUNCT
cblr-1724	168	1	59	59	NUM
cblr-1724	168	2	candida	candida	PROPN
cblr-1724	168	3	g.	g.	PROPN
cblr-1724	168	4	brush	brush	PROPN
cblr-1724	168	5	et	et	PROPN
cblr-1724	168	6	al	al	PROPN
cblr-1724	168	7	.	.	PROPN
cblr-1724	168	8	,	,	PUNCT
cblr-1724	168	9	gatekeepers	gatekeeper	NOUN
cblr-1724	168	10	of	of	ADP
cblr-1724	168	11	venture	venture	NOUN
cblr-1724	168	12	growth	growth	NOUN
cblr-1724	168	13	:	:	PUNCT
cblr-1724	168	14	a	a	DET
cblr-1724	168	15	diana	diana	PROPN
cblr-1724	168	16	project	project	NOUN
cblr-1724	168	17	report	report	NOUN
cblr-1724	168	18	on	on	ADP
cblr-1724	168	19	the	the	DET
cblr-1724	168	20	role	role	NOUN
cblr-1724	168	21	and	and	CCONJ
cblr-1724	168	22	participation	participation	NOUN
cblr-1724	168	23	of	of	ADP
cblr-1724	168	24	women	woman	NOUN
cblr-1724	168	25	in	in	ADP
cblr-1724	168	26	the	the	DET
cblr-1724	168	27	venture	venture	NOUN
cblr-1724	168	28	capital	capital	NOUN
cblr-1724	168	29	industry	industry	NOUN
cblr-1724	168	30	2	2	NUM
cblr-1724	168	31	(	(	PUNCT
cblr-1724	168	32	2004	2004	NUM
cblr-1724	168	33	)	)	PUNCT
cblr-1724	168	34	.	.	PUNCT
cblr-1724	169	1	60	60	NUM
cblr-1724	169	2	see	see	VERB
cblr-1724	169	3	christopher	christopher	PROPN
cblr-1724	169	4	w.	w.	PROPN
cblr-1724	169	5	cole	cole	PROPN
cblr-1724	169	6	,	,	PUNCT
cblr-1724	169	7	financing	finance	VERB
cblr-1724	169	8	an	an	DET
cblr-1724	169	9	entrepreneurial	entrepreneurial	ADJ
cblr-1724	169	10	venture	venture	NOUN
cblr-1724	169	11	:	:	PUNCT
cblr-1724	169	12	navigating	navigate	VERB
cblr-1724	169	13	the	the	DET
cblr-1724	169	14	maze	maze	NOUN
cblr-1724	169	15	of	of	ADP
cblr-1724	169	16	corporate	corporate	ADJ
cblr-1724	169	17	,	,	PUNCT
cblr-1724	169	18	securities	security	NOUN
cblr-1724	169	19	,	,	PUNCT
cblr-1724	169	20	and	and	CCONJ
cblr-1724	169	21	tax	tax	NOUN
cblr-1724	169	22	law	law	NOUN
cblr-1724	169	23	,	,	PUNCT
cblr-1724	169	24	78	78	NUM
cblr-1724	169	25	u.m.k.c	u.m.k.c	NOUN
cblr-1724	169	26	.	.	PUNCT
cblr-1724	170	1	l.	l.	PROPN
cblr-1724	170	2	rev	rev	PROPN
cblr-1724	170	3	.	.	PROPN
cblr-1724	170	4	473	473	NUM
cblr-1724	170	5	,	,	PUNCT
cblr-1724	170	6	476	476	NUM
cblr-1724	170	7	(	(	PUNCT
cblr-1724	170	8	2009	2009	NUM
cblr-1724	170	9	)	)	PUNCT
cblr-1724	170	10	.	.	PUNCT
cblr-1724	171	1	brandt	brandt	PROPN
cblr-1724	171	2	–	–	PUNCT
cblr-1724	171	3	final	final	ADJ
cblr-1724	171	4	no	no	NOUN
cblr-1724	171	5	.	.	NOUN
cblr-1724	171	6	2:807	2:807	NUM
cblr-1724	171	7	]	]	PUNCT
cblr-1724	171	8	women	woman	NOUN
cblr-1724	171	9	-	-	PUNCT
cblr-1724	171	10	owned	own	VERB
cblr-1724	171	11	businesses	business	NOUN
cblr-1724	171	12	’	'	PUNCT
cblr-1724	171	13	access	access	NOUN
cblr-1724	171	14	to	to	ADP
cblr-1724	171	15	capital	capital	NOUN
cblr-1724	171	16	821	821	NUM
cblr-1724	171	17	avenues	avenue	NOUN
cblr-1724	171	18	in	in	ADP
cblr-1724	171	19	order	order	NOUN
cblr-1724	171	20	to	to	PART
cblr-1724	171	21	secure	secure	VERB
cblr-1724	171	22	such	such	ADJ
cblr-1724	171	23	capital	capital	NOUN
cblr-1724	171	24	,	,	PUNCT
cblr-1724	171	25	including	include	VERB
cblr-1724	171	26	internal	internal	ADJ
cblr-1724	171	27	and	and	CCONJ
cblr-1724	171	28	external	external	ADJ
cblr-1724	171	29	funding	funding	NOUN
cblr-1724	171	30	sources.61	sources.61	NOUN
cblr-1724	171	31	wobs	wob	NOUN
cblr-1724	171	32	,	,	PUNCT
cblr-1724	171	33	while	while	SCONJ
cblr-1724	171	34	comprising	comprise	VERB
cblr-1724	171	35	a	a	DET
cblr-1724	171	36	sizeable	sizeable	ADJ
cblr-1724	171	37	portion	portion	NOUN
cblr-1724	171	38	of	of	ADP
cblr-1724	171	39	businesses	business	NOUN
cblr-1724	171	40	,	,	PUNCT
cblr-1724	171	41	have	have	AUX
cblr-1724	171	42	historically	historically	ADV
cblr-1724	171	43	struggled	struggle	VERB
cblr-1724	171	44	more	more	ADJ
cblr-1724	171	45	than	than	ADP
cblr-1724	171	46	their	their	PRON
cblr-1724	171	47	male	male	NOUN
cblr-1724	171	48	-	-	PUNCT
cblr-1724	171	49	owned	own	VERB
cblr-1724	171	50	counterparts	counterpart	NOUN
cblr-1724	171	51	to	to	PART
cblr-1724	171	52	secure	secure	VERB
cblr-1724	171	53	funding	funding	NOUN
cblr-1724	171	54	from	from	ADP
cblr-1724	171	55	the	the	DET
cblr-1724	171	56	capital	capital	NOUN
cblr-1724	171	57	markets.62	markets.62	NOUN
cblr-1724	171	58	in	in	ADP
cblr-1724	171	59	2012	2012	NUM
cblr-1724	171	60	,	,	PUNCT
cblr-1724	171	61	women	woman	NOUN
cblr-1724	171	62	owned	own	VERB
cblr-1724	171	63	36	36	NUM
cblr-1724	171	64	%	%	NOUN
cblr-1724	171	65	of	of	ADP
cblr-1724	171	66	nonfarm	nonfarm	NOUN
cblr-1724	171	67	,	,	PUNCT
cblr-1724	171	68	privately	privately	ADV
cblr-1724	171	69	held	hold	VERB
cblr-1724	171	70	businesses,63	businesses,63	ADJ
cblr-1724	171	71	a	a	DET
cblr-1724	171	72	remarkable	remarkable	ADJ
cblr-1724	171	73	increase	increase	NOUN
cblr-1724	171	74	from	from	ADP
cblr-1724	171	75	the	the	DET
cblr-1724	171	76	less	less	ADJ
cblr-1724	171	77	than	than	ADP
cblr-1724	171	78	5	5	NUM
cblr-1724	171	79	%	%	NOUN
cblr-1724	171	80	of	of	ADP
cblr-1724	171	81	businesses	business	NOUN
cblr-1724	171	82	that	that	PRON
cblr-1724	171	83	women	woman	NOUN
cblr-1724	171	84	owned	own	VERB
cblr-1724	171	85	in	in	ADP
cblr-1724	171	86	197264	197264	NUM
cblr-1724	171	87	and	and	CCONJ
cblr-1724	171	88	even	even	ADV
cblr-1724	171	89	from	from	ADP
cblr-1724	171	90	the	the	DET
cblr-1724	171	91	29	29	NUM
cblr-1724	171	92	%	%	NOUN
cblr-1724	171	93	of	of	ADP
cblr-1724	171	94	businesses	business	NOUN
cblr-1724	171	95	that	that	PRON
cblr-1724	171	96	women	woman	NOUN
cblr-1724	171	97	owned	own	VERB
cblr-1724	171	98	in	in	ADP
cblr-1724	171	99	2007.65	2007.65	NUM
cblr-1724	171	100	despite	despite	SCONJ
cblr-1724	171	101	the	the	DET
cblr-1724	171	102	prevalence	prevalence	NOUN
cblr-1724	171	103	of	of	ADP
cblr-1724	171	104	wobs	wob	NOUN
cblr-1724	171	105	,	,	PUNCT
cblr-1724	171	106	access	access	NOUN
cblr-1724	171	107	to	to	ADP
cblr-1724	171	108	capital	capital	NOUN
cblr-1724	171	109	remains	remain	VERB
cblr-1724	171	110	many	many	ADJ
cblr-1724	171	111	female	female	ADJ
cblr-1724	171	112	entrepreneurs	entrepreneur	NOUN
cblr-1724	171	113	’	'	PUNCT
cblr-1724	171	114	main	main	ADJ
cblr-1724	171	115	concern.66	concern.66	NOUN
cblr-1724	171	116	though	though	SCONJ
cblr-1724	171	117	scholars	scholar	NOUN
cblr-1724	171	118	seem	seem	VERB
cblr-1724	171	119	conflicted	conflicted	ADJ
cblr-1724	171	120	as	as	ADP
cblr-1724	171	121	to	to	ADP
cblr-1724	171	122	why	why	SCONJ
cblr-1724	171	123	female	female	ADJ
cblr-1724	171	124	entrepreneurs	entrepreneur	NOUN
cblr-1724	171	125	lag	lag	VERB
cblr-1724	171	126	behind	behind	ADP
cblr-1724	171	127	their	their	PRON
cblr-1724	171	128	male	male	ADJ
cblr-1724	171	129	counterparts	counterpart	NOUN
cblr-1724	171	130	in	in	ADP
cblr-1724	171	131	accessing	access	VERB
cblr-1724	171	132	capital	capital	NOUN
cblr-1724	171	133	,	,	PUNCT
cblr-1724	171	134	most	most	ADJ
cblr-1724	171	135	agree	agree	VERB
cblr-1724	171	136	that	that	SCONJ
cblr-1724	171	137	wobs	wob	NOUN
cblr-1724	171	138	do	do	AUX
cblr-1724	171	139	not	not	PART
cblr-1724	171	140	raise	raise	VERB
cblr-1724	171	141	enough	enough	ADJ
cblr-1724	171	142	capital.67	capital.67	NOUN
cblr-1724	171	143	in	in	ADP
cblr-1724	171	144	short	short	ADJ
cblr-1724	171	145	,	,	PUNCT
cblr-1724	171	146	wobs	wob	NOUN
cblr-1724	171	147	are	be	AUX
cblr-1724	171	148	significantly	significantly	ADV
cblr-1724	171	149	less	less	ADV
cblr-1724	171	150	likely	likely	ADJ
cblr-1724	171	151	to	to	PART
cblr-1724	171	152	attract	attract	VERB
cblr-1724	171	153	investors	investor	NOUN
cblr-1724	171	154	than	than	SCONJ
cblr-1724	171	155	firms	firm	NOUN
cblr-1724	171	156	owned	own	VERB
cblr-1724	171	157	by	by	ADP
cblr-1724	171	158	men.68	men.68	NOUN
cblr-1724	171	159	many	many	ADJ
cblr-1724	171	160	commentators	commentator	NOUN
cblr-1724	171	161	see	see	VERB
cblr-1724	171	162	the	the	DET
cblr-1724	171	163	amount	amount	NOUN
cblr-1724	171	164	of	of	ADP
cblr-1724	171	165	capital	capital	NOUN
cblr-1724	171	166	raised	raise	VERB
cblr-1724	171	167	by	by	ADP
cblr-1724	171	168	a	a	DET
cblr-1724	171	169	small	small	ADJ
cblr-1724	171	170	company	company	NOUN
cblr-1724	171	171	as	as	ADP
cblr-1724	171	172	a	a	DET
cblr-1724	171	173	significant	significant	ADJ
cblr-1724	171	174	predictor	predictor	NOUN
cblr-1724	171	175	of	of	ADP
cblr-1724	171	176	growth.69	growth.69	NOUN
cblr-1724	171	177	though	though	SCONJ
cblr-1724	171	178	wobs	wobs	PROPN
cblr-1724	171	179	have	have	AUX
cblr-1724	171	180	been	be	AUX
cblr-1724	171	181	growing	grow	VERB
cblr-1724	171	182	in	in	ADP
cblr-1724	171	183	overall	overall	ADJ
cblr-1724	171	184	numbers	number	NOUN
cblr-1724	171	185	,	,	PUNCT
cblr-1724	171	186	their	their	PRON
cblr-1724	171	187	performance	performance	NOUN
cblr-1724	171	188	in	in	ADP
cblr-1724	171	189	terms	term	NOUN
cblr-1724	171	190	of	of	ADP
cblr-1724	171	191	job	job	NOUN
cblr-1724	171	192	creation	creation	NOUN
cblr-1724	171	193	and	and	CCONJ
cblr-1724	171	194	revenue	revenue	NOUN
cblr-1724	171	195	have	have	AUX
cblr-1724	171	196	often	often	ADV
cblr-1724	171	197	stalled	stall	VERB
cblr-1724	171	198	or	or	CCONJ
cblr-1724	171	199	even	even	ADV
cblr-1724	171	200	backslid	backslid	ADV
cblr-1724	171	201	in	in	ADP
cblr-1724	171	202	comparison	comparison	NOUN
cblr-1724	171	203	to	to	ADP
cblr-1724	171	204	their	their	PRON
cblr-1724	171	205	male	male	NOUN
cblr-1724	171	206	-	-	PUNCT
cblr-1724	171	207	owned	own	VERB
cblr-1724	171	208	peers.70	peers.70	NOUN
cblr-1724	171	209	production	production	NOUN
cblr-1724	171	210	from	from	ADP
cblr-1724	171	211	the	the	DET
cblr-1724	171	212	“	"	PUNCT
cblr-1724	171	213	gold	gold	NOUN
cblr-1724	171	214	mine	mine	NOUN
cblr-1724	171	215	”	"	PUNCT
cblr-1724	171	216	that	that	PRON
cblr-1724	171	217	the	the	DET
cblr-1724	171	218	u.s	u.s	PROPN
cblr-1724	171	219	.	.	PROPN
cblr-1724	171	220	house	house	PROPN
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cblr-1724	171	223	committee	committee	PROPN
cblr-1724	171	224	on	on	ADP
cblr-1724	171	225	small	small	ADJ
cblr-1724	171	226	business	business	NOUN
cblr-1724	171	227	envisioned	envision	VERB
cblr-1724	171	228	61	61	NUM
cblr-1724	171	229	see	see	NOUN
cblr-1724	171	230	susan	susan	PROPN
cblr-1724	171	231	coleman	coleman	PROPN
cblr-1724	171	232	&	&	CCONJ
cblr-1724	171	233	alicia	alicia	PROPN
cblr-1724	171	234	robb	robb	PROPN
cblr-1724	171	235	,	,	PUNCT
cblr-1724	171	236	sources	source	NOUN
cblr-1724	171	237	of	of	ADP
cblr-1724	171	238	funding	funding	NOUN
cblr-1724	171	239	for	for	ADP
cblr-1724	171	240	new	new	ADJ
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cblr-1724	171	242	-	-	PUNCT
cblr-1724	171	243	owned	own	VERB
cblr-1724	171	244	firms	firm	NOUN
cblr-1724	171	245	,	,	PUNCT
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cblr-1724	171	248	new	new	PROPN
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cblr-1724	171	253	.	.	PROPN
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cblr-1724	171	255	,	,	PUNCT
cblr-1724	171	256	497	497	NUM
cblr-1724	171	257	(	(	PUNCT
cblr-1724	171	258	2010	2010	NUM
cblr-1724	171	259	)	)	PUNCT
cblr-1724	171	260	;	;	PUNCT
cblr-1724	171	261	see	see	VERB
cblr-1724	171	262	also	also	ADV
cblr-1724	171	263	cole	cole	PROPN
cblr-1724	171	264	,	,	PUNCT
cblr-1724	171	265	supra	supra	NOUN
cblr-1724	171	266	,	,	PUNCT
cblr-1724	171	267	note	note	NOUN
cblr-1724	171	268	60	60	NUM
cblr-1724	171	269	,	,	PUNCT
cblr-1724	171	270	at	at	ADP
cblr-1724	171	271	476–77	476–77	NOUN
cblr-1724	171	272	.	.	PUNCT
cblr-1724	172	1	62	62	NUM
cblr-1724	172	2	see	see	VERB
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cblr-1724	172	4	m.	m.	NOUN
cblr-1724	172	5	robb	robb	PROPN
cblr-1724	172	6	&	&	CCONJ
cblr-1724	172	7	susan	susan	PROPN
cblr-1724	172	8	coleman	coleman	PROPN
cblr-1724	172	9	,	,	PUNCT
cblr-1724	172	10	financing	financing	NOUN
cblr-1724	172	11	strategies	strategy	NOUN
cblr-1724	172	12	of	of	ADP
cblr-1724	172	13	new	new	ADJ
cblr-1724	172	14	technology	technology	NOUN
cblr-1724	172	15	-	-	PUNCT
cblr-1724	172	16	based	base	VERB
cblr-1724	172	17	firms	firm	NOUN
cblr-1724	172	18	:	:	PUNCT
cblr-1724	172	19	a	a	DET
cblr-1724	172	20	comparison	comparison	NOUN
cblr-1724	172	21	of	of	ADP
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cblr-1724	172	23	men	man	NOUN
cblr-1724	172	24	-	-	PUNCT
cblr-1724	172	25	owned	own	VERB
cblr-1724	172	26	firms	firm	NOUN
cblr-1724	172	27	,	,	PUNCT
cblr-1724	172	28	5	5	NUM
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cblr-1724	172	33	.	.	PUNCT
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cblr-1724	174	1	30	30	NUM
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cblr-1724	174	4	(	(	PUNCT
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cblr-1724	174	7	.	.	PUNCT
cblr-1724	175	1	63	63	NUM
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cblr-1724	175	4	’s	’s	PART
cblr-1724	175	5	bus	bus	NOUN
cblr-1724	175	6	.	.	PUNCT
cblr-1724	176	1	council	council	PROPN
cblr-1724	176	2	,	,	PUNCT
cblr-1724	176	3	women	woman	NOUN
cblr-1724	176	4	-	-	PUNCT
cblr-1724	176	5	owned	own	VERB
cblr-1724	176	6	businesses	business	NOUN
cblr-1724	176	7	(	(	PUNCT
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cblr-1724	176	10	nwbc	nwbc	ADJ
cblr-1724	176	11	analysis	analysis	NOUN
cblr-1724	176	12	of	of	ADP
cblr-1724	176	13	2012	2012	NUM
cblr-1724	176	14	survey	survey	NOUN
cblr-1724	176	15	of	of	ADP
cblr-1724	176	16	business	business	NOUN
cblr-1724	176	17	owners	owner	NOUN
cblr-1724	176	18	,	,	PUNCT
cblr-1724	176	19	https://www.nwbc.gov/sites/default/files/fs_womenowned_businesses.pdf	https://www.nwbc.gov/sites/default/files/fs_womenowned_businesses.pdf	NOUN
cblr-1724	176	20	[	[	X
cblr-1724	176	21	https://perma.cc/5vjk-hr6k	https://perma.cc/5vjk-hr6k	X
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cblr-1724	176	23	(	(	PUNCT
cblr-1724	176	24	last	last	ADV
cblr-1724	176	25	visited	visit	VERB
cblr-1724	176	26	june	june	PROPN
cblr-1724	176	27	20	20	NUM
cblr-1724	176	28	,	,	PUNCT
cblr-1724	176	29	2017	2017	NUM
cblr-1724	176	30	)	)	PUNCT
cblr-1724	177	1	[	[	X
cblr-1724	177	2	hereinafter	hereinafter	NOUN
cblr-1724	177	3	nwbc	nwbc	ADJ
cblr-1724	177	4	fact	fact	NOUN
cblr-1724	177	5	sheet	sheet	NOUN
cblr-1724	177	6	]	]	PUNCT
cblr-1724	177	7	.	.	PUNCT
cblr-1724	178	1	64	64	NUM
cblr-1724	178	2	sirmons	sirmon	NOUN
cblr-1724	178	3	,	,	PUNCT
cblr-1724	178	4	supra	supra	PROPN
cblr-1724	178	5	note	note	NOUN
cblr-1724	178	6	39	39	NUM
cblr-1724	178	7	,	,	PUNCT
cblr-1724	178	8	at	at	ADP
cblr-1724	178	9	728	728	NUM
cblr-1724	178	10	.	.	PUNCT
cblr-1724	179	1	65	65	NUM
cblr-1724	179	2	nwbc	nwbc	ADJ
cblr-1724	179	3	fact	fact	NOUN
cblr-1724	179	4	sheet	sheet	NOUN
cblr-1724	179	5	,	,	PUNCT
cblr-1724	179	6	supra	supra	PROPN
cblr-1724	179	7	note	note	PROPN
cblr-1724	179	8	63	63	NUM
cblr-1724	179	9	.	.	PUNCT
cblr-1724	179	10	66	66	NUM
cblr-1724	179	11	coleman	coleman	PROPN
cblr-1724	179	12	&	&	CCONJ
cblr-1724	179	13	robb	robb	PROPN
cblr-1724	179	14	,	,	PUNCT
cblr-1724	179	15	supra	supra	PROPN
cblr-1724	179	16	note	note	NOUN
cblr-1724	179	17	61	61	NUM
cblr-1724	179	18	,	,	PUNCT
cblr-1724	179	19	at	at	ADP
cblr-1724	179	20	500	500	NUM
cblr-1724	179	21	.	.	PUNCT
cblr-1724	179	22	67	67	NUM
cblr-1724	180	1	i	i	PRON
cblr-1724	180	2	d.	d.	PROPN
cblr-1724	180	3	at	at	ADP
cblr-1724	180	4	505	505	NUM
cblr-1724	180	5	.	.	PUNCT
cblr-1724	181	1	68	68	NUM
cblr-1724	182	1	i	i	PRON
cblr-1724	182	2	d.	d.	NOUN
cblr-1724	182	3	at	at	ADP
cblr-1724	182	4	510	510	NUM
cblr-1724	182	5	.	.	PUNCT
cblr-1724	182	6	69	69	NUM
cblr-1724	182	7	coleman	coleman	PROPN
cblr-1724	182	8	&	&	CCONJ
cblr-1724	182	9	robb	robb	PROPN
cblr-1724	182	10	,	,	PUNCT
cblr-1724	182	11	supra	supra	PROPN
cblr-1724	182	12	note	note	NOUN
cblr-1724	182	13	58	58	NUM
cblr-1724	182	14	,	,	PUNCT
cblr-1724	182	15	at	at	ADP
cblr-1724	182	16	2	2	NUM
cblr-1724	182	17	.	.	X
cblr-1724	182	18	70	70	NUM
cblr-1724	182	19	see	see	VERB
cblr-1724	182	20	i	i	PRON
cblr-1724	182	21	d.	d.	PROPN
cblr-1724	182	22	at	at	ADP
cblr-1724	182	23	26	26	NUM
cblr-1724	182	24	.	.	PUNCT
cblr-1724	183	1	brandt	brandt	PROPN
cblr-1724	183	2	–	–	PUNCT
cblr-1724	183	3	final	final	ADJ
cblr-1724	183	4	822	822	NUM
cblr-1724	183	5	columbia	columbia	PROPN
cblr-1724	183	6	business	business	NOUN
cblr-1724	183	7	law	law	PROPN
cblr-1724	183	8	review	review	NOUN
cblr-1724	183	9	[	[	X
cblr-1724	183	10	vol	vol	NOUN
cblr-1724	183	11	.	.	NOUN
cblr-1724	183	12	2017	2017	NUM
cblr-1724	183	13	in	in	ADP
cblr-1724	183	14	1988	1988	NUM
cblr-1724	183	15	is	be	AUX
cblr-1724	183	16	stymied	stymie	VERB
cblr-1724	183	17	by	by	ADP
cblr-1724	183	18	a	a	DET
cblr-1724	183	19	general	general	ADJ
cblr-1724	183	20	lack	lack	NOUN
cblr-1724	183	21	of	of	ADP
cblr-1724	183	22	investment	investment	NOUN
cblr-1724	183	23	in	in	ADP
cblr-1724	183	24	wobs	wob	NOUN
cblr-1724	183	25	,	,	PUNCT
cblr-1724	183	26	which	which	PRON
cblr-1724	183	27	prevents	prevent	VERB
cblr-1724	183	28	their	their	PRON
cblr-1724	183	29	growth	growth	NOUN
cblr-1724	183	30	.	.	PUNCT
cblr-1724	184	1	congress	congress	PROPN
cblr-1724	184	2	went	go	VERB
cblr-1724	184	3	so	so	ADV
cblr-1724	184	4	far	far	ADV
cblr-1724	184	5	as	as	SCONJ
cblr-1724	184	6	to	to	PART
cblr-1724	184	7	pass	pass	VERB
cblr-1724	184	8	legislation	legislation	NOUN
cblr-1724	184	9	explicitly	explicitly	ADV
cblr-1724	184	10	recognizing	recognize	VERB
cblr-1724	184	11	that	that	SCONJ
cblr-1724	184	12	women	woman	NOUN
cblr-1724	184	13	suffer	suffer	VERB
cblr-1724	184	14	from	from	ADP
cblr-1724	184	15	discrimination	discrimination	NOUN
cblr-1724	184	16	that	that	PRON
cblr-1724	184	17	specifically	specifically	ADV
cblr-1724	184	18	impacts	impact	VERB
cblr-1724	184	19	their	their	PRON
cblr-1724	184	20	ability	ability	NOUN
cblr-1724	184	21	to	to	PART
cblr-1724	184	22	secure	secure	VERB
cblr-1724	184	23	financing.71	financing.71	NOUN
cblr-1724	184	24	however	however	ADV
cblr-1724	184	25	,	,	PUNCT
cblr-1724	184	26	there	there	PRON
cblr-1724	184	27	has	have	AUX
cblr-1724	184	28	been	be	AUX
cblr-1724	184	29	little	little	ADJ
cblr-1724	184	30	governmental	governmental	ADJ
cblr-1724	184	31	assistance	assistance	NOUN
cblr-1724	184	32	directed	direct	VERB
cblr-1724	184	33	towards	towards	ADP
cblr-1724	184	34	increasing	increase	VERB
cblr-1724	184	35	wobs	wob	NOUN
cblr-1724	184	36	’	'	PUNCT
cblr-1724	184	37	access	access	NOUN
cblr-1724	184	38	to	to	ADP
cblr-1724	184	39	equity	equity	NOUN
cblr-1724	184	40	markets.72	markets.72	NOUN
cblr-1724	184	41	female	female	ADJ
cblr-1724	184	42	entrepreneurs	entrepreneur	NOUN
cblr-1724	184	43	are	be	AUX
cblr-1724	184	44	three	three	NUM
cblr-1724	184	45	times	time	NOUN
cblr-1724	184	46	less	less	ADV
cblr-1724	184	47	likely	likely	ADJ
cblr-1724	184	48	to	to	PART
cblr-1724	184	49	secure	secure	VERB
cblr-1724	184	50	funding	funding	NOUN
cblr-1724	184	51	through	through	ADP
cblr-1724	184	52	angel	angel	NOUN
cblr-1724	184	53	investors	investor	NOUN
cblr-1724	184	54	or	or	CCONJ
cblr-1724	184	55	venture	venture	NOUN
cblr-1724	184	56	capitalists	capitalist	NOUN
cblr-1724	184	57	than	than	SCONJ
cblr-1724	184	58	their	their	PRON
cblr-1724	184	59	male	male	ADJ
cblr-1724	184	60	counterparts.73	counterparts.73	NOUN
cblr-1724	184	61	less	less	ADJ
cblr-1724	184	62	than	than	ADP
cblr-1724	184	63	5	5	NUM
cblr-1724	184	64	%	%	NOUN
cblr-1724	184	65	of	of	ADP
cblr-1724	184	66	venture	venture	NOUN
cblr-1724	184	67	capital	capital	NOUN
cblr-1724	184	68	investments	investment	NOUN
cblr-1724	184	69	made	make	VERB
cblr-1724	184	70	in	in	ADP
cblr-1724	184	71	the	the	DET
cblr-1724	184	72	last	last	ADJ
cblr-1724	184	73	forty	forty	NUM
cblr-1724	184	74	years	year	NOUN
cblr-1724	184	75	of	of	ADP
cblr-1724	184	76	the	the	DET
cblr-1724	184	77	twentieth	twentieth	ADJ
cblr-1724	184	78	century	century	NOUN
cblr-1724	184	79	were	be	AUX
cblr-1724	184	80	to	to	ADP
cblr-1724	184	81	women	woman	NOUN
cblr-1724	184	82	-	-	PUNCT
cblr-1724	184	83	led74	led74	NOUN
cblr-1724	184	84	businesses.75	businesses.75	ADJ
cblr-1724	184	85	similarly	similarly	ADV
cblr-1724	184	86	,	,	PUNCT
cblr-1724	184	87	only	only	ADV
cblr-1724	184	88	10	10	NUM
cblr-1724	184	89	%	%	NOUN
cblr-1724	184	90	of	of	ADP
cblr-1724	184	91	venture	venture	NOUN
cblr-1724	184	92	capital	capital	NOUN
cblr-1724	184	93	dollars	dollar	NOUN
cblr-1724	184	94	between	between	ADP
cblr-1724	184	95	2010	2010	NUM
cblr-1724	184	96	and	and	CCONJ
cblr-1724	184	97	2015	2015	NUM
cblr-1724	184	98	went	go	VERB
cblr-1724	184	99	to	to	ADP
cblr-1724	184	100	a	a	DET
cblr-1724	184	101	start	start	NOUN
cblr-1724	184	102	-	-	PUNCT
cblr-1724	184	103	up	up	NOUN
cblr-1724	184	104	with	with	ADP
cblr-1724	184	105	at	at	ADV
cblr-1724	184	106	least	least	ADV
cblr-1724	184	107	one	one	NUM
cblr-1724	184	108	female	female	ADJ
cblr-1724	184	109	founder.76	founder.76	NOUN
cblr-1724	184	110	other	other	ADJ
cblr-1724	184	111	71	71	NUM
cblr-1724	184	112	15	15	NUM
cblr-1724	184	113	u.s.c	u.s.c	NOUN
cblr-1724	184	114	.	.	PUNCT
cblr-1724	185	1	§	§	PROPN
cblr-1724	185	2	631	631	NUM
cblr-1724	185	3	(	(	PUNCT
cblr-1724	185	4	2012	2012	NUM
cblr-1724	185	5	)	)	PUNCT
cblr-1724	185	6	.	.	PUNCT
cblr-1724	186	1	72	72	NUM
cblr-1724	186	2	for	for	ADP
cblr-1724	186	3	an	an	DET
cblr-1724	186	4	overview	overview	NOUN
cblr-1724	186	5	of	of	ADP
cblr-1724	186	6	the	the	DET
cblr-1724	186	7	small	small	ADJ
cblr-1724	186	8	business	business	NOUN
cblr-1724	186	9	investment	investment	NOUN
cblr-1724	186	10	company	company	NOUN
cblr-1724	186	11	program	program	NOUN
cblr-1724	186	12	that	that	SCONJ
cblr-1724	186	13	the	the	DET
cblr-1724	186	14	government	government	NOUN
cblr-1724	186	15	does	do	AUX
cblr-1724	186	16	offer	offer	VERB
cblr-1724	186	17	,	,	PUNCT
cblr-1724	186	18	see	see	VERB
cblr-1724	186	19	sbic	sbic	ADJ
cblr-1724	186	20	program	program	NOUN
cblr-1724	186	21	,	,	PUNCT
cblr-1724	186	22	small	small	ADJ
cblr-1724	186	23	business	business	NOUN
cblr-1724	186	24	association	association	NOUN
cblr-1724	186	25	,	,	PUNCT
cblr-1724	186	26	https://www.sba.gov/sbic	https://www.sba.gov/sbic	PROPN
cblr-1724	186	27	[	[	X
cblr-1724	186	28	https://perma.cc/3sc9qftp	https://perma.cc/3sc9qftp	NOUN
cblr-1724	186	29	]	]	X
cblr-1724	186	30	(	(	PUNCT
cblr-1724	186	31	last	last	ADV
cblr-1724	186	32	visited	visit	VERB
cblr-1724	186	33	june	june	PROPN
cblr-1724	186	34	20	20	NUM
cblr-1724	186	35	,	,	PUNCT
cblr-1724	186	36	2017	2017	NUM
cblr-1724	186	37	)	)	PUNCT
cblr-1724	186	38	.	.	PUNCT
cblr-1724	187	1	73	73	NUM
cblr-1724	187	2	coleman	coleman	PROPN
cblr-1724	187	3	&	&	CCONJ
cblr-1724	187	4	robb	robb	PROPN
cblr-1724	187	5	,	,	PUNCT
cblr-1724	187	6	supra	supra	PROPN
cblr-1724	187	7	note	note	NOUN
cblr-1724	187	8	58	58	NUM
cblr-1724	187	9	,	,	PUNCT
cblr-1724	187	10	at	at	ADP
cblr-1724	187	11	8	8	NUM
cblr-1724	187	12	.	.	X
cblr-1724	187	13	74	74	NUM
cblr-1724	187	14	readers	reader	NOUN
cblr-1724	187	15	may	may	AUX
cblr-1724	187	16	notice	notice	VERB
cblr-1724	187	17	that	that	SCONJ
cblr-1724	187	18	some	some	PRON
cblr-1724	187	19	of	of	ADP
cblr-1724	187	20	the	the	DET
cblr-1724	187	21	statistics	statistic	NOUN
cblr-1724	187	22	in	in	ADP
cblr-1724	187	23	this	this	DET
cblr-1724	187	24	note	note	NOUN
cblr-1724	187	25	mention	mention	VERB
cblr-1724	187	26	women	woman	NOUN
cblr-1724	187	27	-	-	PUNCT
cblr-1724	187	28	led	lead	VERB
cblr-1724	187	29	businesses	business	NOUN
cblr-1724	187	30	or	or	CCONJ
cblr-1724	187	31	even	even	ADV
cblr-1724	187	32	companies	company	NOUN
cblr-1724	187	33	with	with	ADP
cblr-1724	187	34	at	at	ADV
cblr-1724	187	35	least	least	ADV
cblr-1724	187	36	one	one	NUM
cblr-1724	187	37	female	female	ADJ
cblr-1724	187	38	founder	founder	NOUN
cblr-1724	187	39	in	in	ADP
cblr-1724	187	40	addition	addition	NOUN
cblr-1724	187	41	to	to	ADP
cblr-1724	187	42	“	"	PUNCT
cblr-1724	187	43	wobs	wobs	ADJ
cblr-1724	187	44	.	.	PUNCT
cblr-1724	187	45	”	"	PUNCT
cblr-1724	188	1	these	these	DET
cblr-1724	188	2	terms	term	NOUN
cblr-1724	188	3	are	be	AUX
cblr-1724	188	4	not	not	PART
cblr-1724	188	5	interchangeable	interchangeable	ADJ
cblr-1724	188	6	with	with	ADP
cblr-1724	188	7	one	one	NUM
cblr-1724	188	8	another	another	DET
cblr-1724	188	9	.	.	PUNCT
cblr-1724	189	1	unfortunately	unfortunately	ADV
cblr-1724	189	2	,	,	PUNCT
cblr-1724	189	3	founder	founder	NOUN
cblr-1724	189	4	gender	gender	NOUN
cblr-1724	189	5	has	have	AUX
cblr-1724	189	6	not	not	PART
cblr-1724	189	7	been	be	AUX
cblr-1724	189	8	rigorously	rigorously	ADV
cblr-1724	189	9	studied	study	VERB
cblr-1724	189	10	or	or	CCONJ
cblr-1724	189	11	reported	report	VERB
cblr-1724	189	12	throughout	throughout	ADP
cblr-1724	189	13	most	most	ADJ
cblr-1724	189	14	of	of	ADP
cblr-1724	189	15	the	the	DET
cblr-1724	189	16	entrepreneurial	entrepreneurial	ADJ
cblr-1724	189	17	community	community	NOUN
cblr-1724	189	18	until	until	ADP
cblr-1724	189	19	relatively	relatively	ADV
cblr-1724	189	20	recently	recently	ADV
cblr-1724	189	21	.	.	PUNCT
cblr-1724	190	1	in	in	ADP
cblr-1724	190	2	instances	instance	NOUN
cblr-1724	190	3	when	when	SCONJ
cblr-1724	190	4	terms	term	NOUN
cblr-1724	190	5	other	other	ADJ
cblr-1724	190	6	than	than	ADP
cblr-1724	190	7	“	"	PUNCT
cblr-1724	190	8	wobs	wob	NOUN
cblr-1724	190	9	”	"	PUNCT
cblr-1724	190	10	are	be	AUX
cblr-1724	190	11	used	use	VERB
cblr-1724	190	12	,	,	PUNCT
cblr-1724	190	13	data	datum	NOUN
cblr-1724	190	14	specifically	specifically	ADV
cblr-1724	190	15	for	for	ADP
cblr-1724	190	16	wobs	wob	NOUN
cblr-1724	190	17	is	be	AUX
cblr-1724	190	18	unavailable	unavailable	ADJ
cblr-1724	190	19	,	,	PUNCT
cblr-1724	190	20	unreliable	unreliable	ADJ
cblr-1724	190	21	,	,	PUNCT
cblr-1724	190	22	or	or	CCONJ
cblr-1724	190	23	went	go	VERB
cblr-1724	190	24	unfound	unfound	ADV
cblr-1724	190	25	.	.	PUNCT
cblr-1724	191	1	for	for	ADP
cblr-1724	191	2	more	more	ADJ
cblr-1724	191	3	information	information	NOUN
cblr-1724	191	4	,	,	PUNCT
cblr-1724	191	5	see	see	VERB
cblr-1724	191	6	gené	gené	NOUN
cblr-1724	191	7	teare	teare	PROPN
cblr-1724	191	8	&	&	CCONJ
cblr-1724	191	9	ned	ned	PROPN
cblr-1724	191	10	desmond	desmond	PROPN
cblr-1724	191	11	,	,	PUNCT
cblr-1724	191	12	female	female	ADJ
cblr-1724	191	13	founders	founder	NOUN
cblr-1724	191	14	on	on	ADP
cblr-1724	191	15	an	an	DET
cblr-1724	191	16	upward	upward	ADJ
cblr-1724	191	17	trend	trend	NOUN
cblr-1724	191	18	,	,	PUNCT
cblr-1724	191	19	according	accord	VERB
cblr-1724	191	20	to	to	ADP
cblr-1724	191	21	crunchbase	crunchbase	PROPN
cblr-1724	191	22	,	,	PUNCT
cblr-1724	191	23	techcrunch	techcrunch	PROPN
cblr-1724	191	24	(	(	PUNCT
cblr-1724	191	25	may	may	PROPN
cblr-1724	191	26	26	26	NUM
cblr-1724	191	27	,	,	PUNCT
cblr-1724	191	28	2015	2015	NUM
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cblr-1724	191	30	,	,	PUNCT
cblr-1724	191	31	https://techcrunch.com/2015/05/26/female-founders-on-an-upward-trendaccording-to-crunchbase/	https://techcrunch.com/2015/05/26/female-founders-on-an-upward-trendaccording-to-crunchbase/	NOUN
cblr-1724	192	1	[	[	X
cblr-1724	192	2	https://perma.cc/az4f-5vzn	https://perma.cc/az4f-5vzn	X
cblr-1724	192	3	]	]	PUNCT
cblr-1724	192	4	.	.	PUNCT
cblr-1724	193	1	see	see	VERB
cblr-1724	193	2	also	also	ADV
cblr-1724	193	3	tracy	tracy	PROPN
cblr-1724	193	4	chou	chou	PROPN
cblr-1724	193	5	,	,	PUNCT
cblr-1724	193	6	where	where	SCONJ
cblr-1724	193	7	are	be	AUX
cblr-1724	193	8	the	the	DET
cblr-1724	193	9	numbers	number	NOUN
cblr-1724	193	10	?	?	PUNCT
cblr-1724	193	11	,	,	PUNCT
cblr-1724	193	12	medium	medium	NOUN
cblr-1724	193	13	(	(	PUNCT
cblr-1724	193	14	oct	oct	PROPN
cblr-1724	193	15	.	.	PROPN
cblr-1724	193	16	11	11	NUM
cblr-1724	193	17	,	,	PUNCT
cblr-1724	193	18	2013	2013	NUM
cblr-1724	193	19	)	)	PUNCT
cblr-1724	193	20	,	,	PUNCT
cblr-1724	193	21	https://medium.com/@triketora/where-are-the-numberscb997a57252#.no6m1z3sm	https://medium.com/@triketora/where-are-the-numberscb997a57252#.no6m1z3sm	NOUN
cblr-1724	194	1	[	[	X
cblr-1724	195	1	https://perma.cc/3qav-2hkx	https://perma.cc/3qav-2hkx	X
cblr-1724	195	2	]	]	X
cblr-1724	195	3	.	.	PUNCT
cblr-1724	196	1	75	75	NUM
cblr-1724	196	2	as	as	SCONJ
cblr-1724	196	3	noted	note	VERB
cblr-1724	196	4	,	,	PUNCT
cblr-1724	196	5	women	woman	NOUN
cblr-1724	196	6	-	-	PUNCT
cblr-1724	196	7	led	lead	VERB
cblr-1724	196	8	businesses	business	NOUN
cblr-1724	196	9	and	and	CCONJ
cblr-1724	196	10	women	woman	NOUN
cblr-1724	196	11	-	-	PUNCT
cblr-1724	196	12	owned	own	VERB
cblr-1724	196	13	businesses	business	NOUN
cblr-1724	196	14	are	be	AUX
cblr-1724	196	15	not	not	PART
cblr-1724	196	16	identical	identical	ADJ
cblr-1724	196	17	.	.	PUNCT
cblr-1724	197	1	however	however	ADV
cblr-1724	197	2	,	,	PUNCT
cblr-1724	197	3	these	these	DET
cblr-1724	197	4	numbers	number	NOUN
cblr-1724	197	5	indicate	indicate	VERB
cblr-1724	197	6	similar	similar	ADJ
cblr-1724	197	7	funding	funding	NOUN
cblr-1724	197	8	challenges	challenge	NOUN
cblr-1724	197	9	of	of	ADP
cblr-1724	197	10	companies	company	NOUN
cblr-1724	197	11	with	with	ADP
cblr-1724	197	12	female	female	ADJ
cblr-1724	197	13	leadership	leadership	NOUN
cblr-1724	197	14	.	.	PUNCT
cblr-1724	198	1	additionally	additionally	ADV
cblr-1724	198	2	,	,	PUNCT
cblr-1724	198	3	women	woman	NOUN
cblr-1724	198	4	-	-	PUNCT
cblr-1724	198	5	founded	found	VERB
cblr-1724	198	6	firms	firm	NOUN
cblr-1724	198	7	are	be	AUX
cblr-1724	198	8	more	more	ADV
cblr-1724	198	9	likely	likely	ADJ
cblr-1724	198	10	to	to	PART
cblr-1724	198	11	have	have	VERB
cblr-1724	198	12	female	female	ADJ
cblr-1724	198	13	leadership	leadership	NOUN
cblr-1724	198	14	than	than	ADP
cblr-1724	198	15	their	their	PRON
cblr-1724	198	16	male	male	NOUN
cblr-1724	198	17	-	-	PUNCT
cblr-1724	198	18	counterparts	counterpart	NOUN
cblr-1724	198	19	.	.	PUNCT
cblr-1724	199	1	barbara	barbara	PROPN
cblr-1724	199	2	j.	j.	PROPN
cblr-1724	199	3	orser	orser	PROPN
cblr-1724	199	4	et	et	PROPN
cblr-1724	199	5	al	al	PROPN
cblr-1724	199	6	.	.	PROPN
cblr-1724	199	7	,	,	PUNCT
cblr-1724	199	8	women	woman	NOUN
cblr-1724	199	9	entrepreneurs	entrepreneur	NOUN
cblr-1724	199	10	and	and	CCONJ
cblr-1724	199	11	financial	financial	ADJ
cblr-1724	199	12	capital	capital	NOUN
cblr-1724	199	13	,	,	PUNCT
cblr-1724	199	14	30	30	NUM
cblr-1724	199	15	entrepreneurship	entrepreneurship	NOUN
cblr-1724	199	16	theory	theory	NOUN
cblr-1724	199	17	&	&	CCONJ
cblr-1724	199	18	prac	prac	PROPN
cblr-1724	199	19	.	.	PROPN
cblr-1724	199	20	643	643	NUM
cblr-1724	199	21	,	,	PUNCT
cblr-1724	199	22	647	647	NUM
cblr-1724	199	23	(	(	PUNCT
cblr-1724	199	24	2006	2006	NUM
cblr-1724	199	25	)	)	PUNCT
cblr-1724	199	26	.	.	PUNCT
cblr-1724	200	1	76	76	NUM
cblr-1724	200	2	again	again	ADV
cblr-1724	200	3	,	,	PUNCT
cblr-1724	200	4	even	even	ADV
cblr-1724	200	5	many	many	ADJ
cblr-1724	200	6	of	of	ADP
cblr-1724	200	7	these	these	DET
cblr-1724	200	8	companies	company	NOUN
cblr-1724	200	9	likely	likely	ADV
cblr-1724	200	10	do	do	AUX
cblr-1724	200	11	not	not	PART
cblr-1724	200	12	qualify	qualify	VERB
cblr-1724	200	13	as	as	ADP
cblr-1724	200	14	women	woman	NOUN
cblr-1724	200	15	-	-	PUNCT
cblr-1724	200	16	owned	own	VERB
cblr-1724	200	17	businesses	business	NOUN
cblr-1724	200	18	because	because	SCONJ
cblr-1724	200	19	such	such	DET
cblr-1724	200	20	a	a	DET
cblr-1724	200	21	designation	designation	NOUN
cblr-1724	200	22	requires	require	VERB
cblr-1724	200	23	women	woman	NOUN
cblr-1724	200	24	to	to	ADP
cblr-1724	200	25	brandt	brandt	PROPN
cblr-1724	200	26	–	–	PUNCT
cblr-1724	200	27	final	final	ADJ
cblr-1724	200	28	no	no	NOUN
cblr-1724	200	29	.	.	NOUN
cblr-1724	200	30	2:807	2:807	NUM
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cblr-1724	200	32	women	woman	NOUN
cblr-1724	200	33	-	-	PUNCT
cblr-1724	200	34	owned	own	VERB
cblr-1724	200	35	businesses	business	NOUN
cblr-1724	200	36	’	'	PUNCT
cblr-1724	200	37	access	access	NOUN
cblr-1724	200	38	to	to	ADP
cblr-1724	200	39	capital	capital	NOUN
cblr-1724	200	40	823	823	NUM
cblr-1724	200	41	studies	study	NOUN
cblr-1724	200	42	have	have	AUX
cblr-1724	200	43	found	find	VERB
cblr-1724	200	44	even	even	ADV
cblr-1724	200	45	smaller	small	ADJ
cblr-1724	200	46	numbers	number	NOUN
cblr-1724	200	47	,	,	PUNCT
cblr-1724	200	48	reporting	report	VERB
cblr-1724	200	49	that	that	SCONJ
cblr-1724	200	50	only	only	ADV
cblr-1724	200	51	between	between	ADP
cblr-1724	200	52	1	1	NUM
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cblr-1724	200	54	and	and	CCONJ
cblr-1724	200	55	6	6	NUM
cblr-1724	200	56	%	%	NOUN
cblr-1724	200	57	of	of	ADP
cblr-1724	200	58	venture	venture	NOUN
cblr-1724	200	59	-	-	PUNCT
cblr-1724	200	60	backed	back	VERB
cblr-1724	200	61	companies	company	NOUN
cblr-1724	200	62	have	have	VERB
cblr-1724	200	63	any	any	DET
cblr-1724	200	64	female	female	ADJ
cblr-1724	200	65	founders.77	founders.77	ADV
cblr-1724	200	66	despite	despite	SCONJ
cblr-1724	200	67	some	some	DET
cblr-1724	200	68	commentators	commentator	NOUN
cblr-1724	200	69	’	'	PUNCT
cblr-1724	200	70	contentions	contention	NOUN
cblr-1724	200	71	that	that	PRON
cblr-1724	200	72	these	these	DET
cblr-1724	200	73	differences	difference	NOUN
cblr-1724	200	74	are	be	AUX
cblr-1724	200	75	due	due	ADJ
cblr-1724	200	76	to	to	ADP
cblr-1724	200	77	inherent	inherent	ADJ
cblr-1724	200	78	gender	gender	NOUN
cblr-1724	200	79	differences	difference	NOUN
cblr-1724	200	80	such	such	ADJ
cblr-1724	200	81	as	as	ADP
cblr-1724	200	82	choice	choice	NOUN
cblr-1724	200	83	in	in	ADP
cblr-1724	200	84	industry	industry	NOUN
cblr-1724	200	85	,	,	PUNCT
cblr-1724	200	86	wobs	wob	NOUN
cblr-1724	200	87	received	receive	VERB
cblr-1724	200	88	less	less	ADJ
cblr-1724	200	89	venture	venture	NOUN
cblr-1724	200	90	capital	capital	NOUN
cblr-1724	200	91	funding	funding	NOUN
cblr-1724	200	92	even	even	ADV
cblr-1724	200	93	after	after	ADP
cblr-1724	200	94	controlling	control	VERB
cblr-1724	200	95	for	for	ADP
cblr-1724	200	96	factors	factor	NOUN
cblr-1724	200	97	such	such	ADJ
cblr-1724	200	98	as	as	ADP
cblr-1724	200	99	high	high	ADJ
cblr-1724	200	100	-	-	PUNCT
cblr-1724	200	101	growth	growth	NOUN
cblr-1724	200	102	potential	potential	NOUN
cblr-1724	200	103	and	and	CCONJ
cblr-1724	200	104	industry.78	industry.78	PROPN
cblr-1724	200	105	techcrunch	techcrunch	NOUN
cblr-1724	200	106	reported	report	VERB
cblr-1724	200	107	that	that	SCONJ
cblr-1724	200	108	companies	company	NOUN
cblr-1724	200	109	with	with	ADP
cblr-1724	200	110	at	at	ADV
cblr-1724	200	111	least	least	ADV
cblr-1724	200	112	one	one	NUM
cblr-1724	200	113	female	female	ADJ
cblr-1724	200	114	founder	founder	NOUN
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cblr-1724	200	116	slightly	slightly	ADV
cblr-1724	200	117	better	well	ADV
cblr-1724	200	118	with	with	ADP
cblr-1724	200	119	angel	angel	NOUN
cblr-1724	200	120	investors	investor	NOUN
cblr-1724	200	121	than	than	ADP
cblr-1724	200	122	with	with	ADP
cblr-1724	200	123	venture	venture	NOUN
cblr-1724	200	124	capitalists	capitalist	NOUN
cblr-1724	200	125	,	,	PUNCT
cblr-1724	200	126	capturing	capture	VERB
cblr-1724	200	127	17	17	NUM
cblr-1724	200	128	%	%	NOUN
cblr-1724	200	129	of	of	ADP
cblr-1724	200	130	angel	angel	NOUN
cblr-1724	200	131	investors	investor	NOUN
cblr-1724	200	132	’	’	PART
cblr-1724	200	133	dollars	dollar	NOUN
cblr-1724	200	134	between	between	ADP
cblr-1724	200	135	2010	2010	NUM
cblr-1724	200	136	and	and	CCONJ
cblr-1724	200	137	2015.79	2015.79	NUM
cblr-1724	200	138	there	there	PRON
cblr-1724	200	139	is	be	VERB
cblr-1724	200	140	wide	wide	ADJ
cblr-1724	200	141	agreement	agreement	NOUN
cblr-1724	200	142	in	in	ADP
cblr-1724	200	143	the	the	DET
cblr-1724	200	144	current	current	ADJ
cblr-1724	200	145	literature	literature	NOUN
cblr-1724	200	146	that	that	PRON
cblr-1724	200	147	women	woman	NOUN
cblr-1724	200	148	are	be	AUX
cblr-1724	200	149	largely	largely	ADV
cblr-1724	200	150	excluded	exclude	VERB
cblr-1724	200	151	from	from	ADP
cblr-1724	200	152	the	the	DET
cblr-1724	200	153	venture	venture	NOUN
cblr-1724	200	154	capital	capital	NOUN
cblr-1724	200	155	and	and	CCONJ
cblr-1724	200	156	angel	angel	NOUN
cblr-1724	200	157	investing	invest	VERB
cblr-1724	200	158	networks.80	networks.80	PROPN
cblr-1724	200	159	one	one	NUM
cblr-1724	200	160	important	important	ADJ
cblr-1724	200	161	aspect	aspect	NOUN
cblr-1724	200	162	to	to	PART
cblr-1724	200	163	consider	consider	VERB
cblr-1724	200	164	regarding	regard	VERB
cblr-1724	200	165	venture	venture	NOUN
cblr-1724	200	166	capital	capital	NOUN
cblr-1724	200	167	funding	funding	NOUN
cblr-1724	200	168	is	be	AUX
cblr-1724	200	169	that	that	SCONJ
cblr-1724	200	170	while	while	SCONJ
cblr-1724	200	171	the	the	DET
cblr-1724	200	172	actual	actual	ADJ
cblr-1724	200	173	capital	capital	NOUN
cblr-1724	200	174	is	be	AUX
cblr-1724	200	175	an	an	DET
cblr-1724	200	176	incredibly	incredibly	ADV
cblr-1724	200	177	important	important	ADJ
cblr-1724	200	178	injection	injection	NOUN
cblr-1724	200	179	into	into	ADP
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cblr-1724	200	181	company	company	NOUN
cblr-1724	200	182	,	,	PUNCT
cblr-1724	200	183	venture	venture	NOUN
cblr-1724	200	184	capitalists	capitalist	NOUN
cblr-1724	200	185	provide	provide	VERB
cblr-1724	200	186	an	an	DET
cblr-1724	200	187	unparalleled	unparalleled	ADJ
cblr-1724	200	188	level	level	NOUN
cblr-1724	200	189	of	of	ADP
cblr-1724	200	190	resources	resource	NOUN
cblr-1724	200	191	beyond	beyond	ADP
cblr-1724	200	192	funding	funding	NOUN
cblr-1724	200	193	as	as	ADP
cblr-1724	200	194	well.81	well.81	NOUN
cblr-1724	200	195	in	in	ADP
cblr-1724	200	196	addition	addition	NOUN
cblr-1724	200	197	to	to	ADP
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cblr-1724	200	199	,	,	PUNCT
cblr-1724	200	200	highly	highly	ADV
cblr-1724	200	201	sought	seek	VERB
cblr-1724	200	202	venture	venture	NOUN
cblr-1724	200	203	capitalists	capitalist	NOUN
cblr-1724	200	204	are	be	AUX
cblr-1724	200	205	typically	typically	ADV
cblr-1724	200	206	experienced	experienced	ADJ
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cblr-1724	200	208	managers	manager	NOUN
cblr-1724	200	209	and/or	and/or	CCONJ
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cblr-1724	200	212	themselves.82	themselves.82	VERB
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cblr-1724	200	222	,	,	PUNCT
cblr-1724	200	223	a	a	DET
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cblr-1724	200	225	metric	metric	NOUN
cblr-1724	200	226	than	than	ADP
cblr-1724	200	227	having	have	VERB
cblr-1724	200	228	at	at	ADV
cblr-1724	200	229	least	least	ADV
cblr-1724	200	230	one	one	NUM
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cblr-1724	201	8	first	first	ADJ
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cblr-1724	201	10	study	study	NOUN
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cblr-1724	201	15	capital	capital	NOUN
cblr-1724	201	16	and	and	CCONJ
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cblr-1724	201	18	impact	impact	NOUN
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cblr-1724	201	23	techcrunch	techcrunch	NOUN
cblr-1724	201	24	(	(	PUNCT
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cblr-1724	206	21	supra	supra	PROPN
cblr-1724	206	22	note	note	NOUN
cblr-1724	207	1	76	76	NUM
cblr-1724	207	2	.	.	PUNCT
cblr-1724	207	3	80	80	NUM
cblr-1724	207	4	see	see	VERB
cblr-1724	207	5	coleman	coleman	PROPN
cblr-1724	207	6	&	&	CCONJ
cblr-1724	207	7	robb	robb	PROPN
cblr-1724	207	8	,	,	PUNCT
cblr-1724	207	9	supra	supra	PROPN
cblr-1724	207	10	note	note	NOUN
cblr-1724	207	11	58	58	NUM
cblr-1724	207	12	,	,	PUNCT
cblr-1724	207	13	at	at	ADP
cblr-1724	207	14	8	8	NUM
cblr-1724	207	15	;	;	PUNCT
cblr-1724	207	16	see	see	VERB
cblr-1724	207	17	also	also	ADV
cblr-1724	207	18	brush	brush	VERB
cblr-1724	207	19	et	et	PROPN
cblr-1724	207	20	al	al	PROPN
cblr-1724	207	21	.	.	PROPN
cblr-1724	207	22	,	,	PUNCT
cblr-1724	207	23	supra	supra	PROPN
cblr-1724	207	24	note	note	VERB
cblr-1724	207	25	59	59	NUM
cblr-1724	207	26	,	,	PUNCT
cblr-1724	207	27	at	at	ADP
cblr-1724	207	28	4	4	NUM
cblr-1724	207	29	;	;	PUNCT
cblr-1724	207	30	greenberg	greenberg	PROPN
cblr-1724	207	31	&	&	CCONJ
cblr-1724	207	32	mollick	mollick	PROPN
cblr-1724	207	33	,	,	PUNCT
cblr-1724	208	1	supra	supra	PROPN
cblr-1724	208	2	note	note	PROPN
cblr-1724	208	3	77	77	NUM
cblr-1724	208	4	,	,	PUNCT
cblr-1724	208	5	at	at	ADP
cblr-1724	208	6	5	5	NUM
cblr-1724	208	7	.	.	PUNCT
cblr-1724	208	8	81	81	NUM
cblr-1724	208	9	brush	brush	NOUN
cblr-1724	208	10	et	et	PROPN
cblr-1724	208	11	al	al	PROPN
cblr-1724	208	12	.	.	PROPN
cblr-1724	208	13	,	,	PUNCT
cblr-1724	208	14	supra	supra	PROPN
cblr-1724	208	15	note	note	VERB
cblr-1724	208	16	59	59	NUM
cblr-1724	208	17	,	,	PUNCT
cblr-1724	208	18	at	at	ADP
cblr-1724	208	19	3	3	NUM
cblr-1724	208	20	.	.	NUM
cblr-1724	208	21	82	82	NUM
cblr-1724	209	1	i	i	PROPN
cblr-1724	209	2	d.	d.	PROPN
cblr-1724	209	3	brandt	brandt	PROPN
cblr-1724	209	4	–	–	PUNCT
cblr-1724	209	5	final	final	ADJ
cblr-1724	209	6	824	824	NUM
cblr-1724	209	7	columbia	columbia	PROPN
cblr-1724	209	8	business	business	NOUN
cblr-1724	209	9	law	law	PROPN
cblr-1724	209	10	review	review	NOUN
cblr-1724	209	11	[	[	X
cblr-1724	209	12	vol	vol	NOUN
cblr-1724	209	13	.	.	NOUN
cblr-1724	209	14	2017	2017	NUM
cblr-1724	209	15	their	their	PRON
cblr-1724	209	16	experience	experience	NOUN
cblr-1724	209	17	,	,	PUNCT
cblr-1724	209	18	networks	network	NOUN
cblr-1724	209	19	,	,	PUNCT
cblr-1724	209	20	and	and	CCONJ
cblr-1724	209	21	resources	resource	NOUN
cblr-1724	209	22	,	,	PUNCT
cblr-1724	209	23	they	they	PRON
cblr-1724	209	24	often	often	ADV
cblr-1724	209	25	provide	provide	VERB
cblr-1724	209	26	an	an	DET
cblr-1724	209	27	invaluable	invaluable	ADJ
cblr-1724	209	28	amount	amount	NOUN
cblr-1724	209	29	of	of	ADP
cblr-1724	209	30	data	datum	NOUN
cblr-1724	209	31	,	,	PUNCT
cblr-1724	209	32	connections	connection	NOUN
cblr-1724	209	33	,	,	PUNCT
cblr-1724	209	34	and	and	CCONJ
cblr-1724	209	35	recruiting	recruit	VERB
cblr-1724	209	36	pipelines	pipeline	NOUN
cblr-1724	209	37	that	that	PRON
cblr-1724	209	38	might	might	AUX
cblr-1724	209	39	prove	prove	VERB
cblr-1724	209	40	themselves	themselves	PRON
cblr-1724	209	41	even	even	ADV
cblr-1724	209	42	more	more	ADV
cblr-1724	209	43	valuable	valuable	ADJ
cblr-1724	209	44	to	to	ADP
cblr-1724	209	45	upstart	upstart	ADJ
cblr-1724	209	46	entrepreneurs	entrepreneur	NOUN
cblr-1724	209	47	than	than	ADP
cblr-1724	209	48	the	the	DET
cblr-1724	209	49	underlying	underlie	VERB
cblr-1724	209	50	funding	funding	NOUN
cblr-1724	209	51	injected	inject	VERB
cblr-1724	209	52	into	into	ADP
cblr-1724	209	53	a	a	DET
cblr-1724	209	54	company.83	company.83	PROPN
cblr-1724	209	55	one	one	NUM
cblr-1724	209	56	study	study	NOUN
cblr-1724	209	57	concluded	conclude	VERB
cblr-1724	209	58	that	that	SCONJ
cblr-1724	209	59	personal	personal	ADJ
cblr-1724	209	60	networking	networking	NOUN
cblr-1724	209	61	is	be	AUX
cblr-1724	209	62	an	an	DET
cblr-1724	209	63	essential	essential	ADJ
cblr-1724	209	64	element	element	NOUN
cblr-1724	209	65	in	in	ADP
cblr-1724	209	66	securing	secure	VERB
cblr-1724	209	67	venture	venture	NOUN
cblr-1724	209	68	capital	capital	NOUN
cblr-1724	209	69	financing.84	financing.84	ADP
cblr-1724	209	70	that	that	DET
cblr-1724	209	71	same	same	ADJ
cblr-1724	209	72	study	study	NOUN
cblr-1724	209	73	went	go	VERB
cblr-1724	209	74	on	on	ADP
cblr-1724	209	75	to	to	PART
cblr-1724	209	76	find	find	VERB
cblr-1724	209	77	that	that	SCONJ
cblr-1724	209	78	women	woman	NOUN
cblr-1724	209	79	are	be	AUX
cblr-1724	209	80	often	often	ADV
cblr-1724	209	81	left	leave	VERB
cblr-1724	209	82	out	out	ADP
cblr-1724	209	83	of	of	ADP
cblr-1724	209	84	venture	venture	NOUN
cblr-1724	209	85	capital	capital	NOUN
cblr-1724	209	86	communities	community	NOUN
cblr-1724	209	87	because	because	SCONJ
cblr-1724	209	88	of	of	ADP
cblr-1724	209	89	the	the	DET
cblr-1724	209	90	low	low	ADJ
cblr-1724	209	91	participation	participation	NOUN
cblr-1724	209	92	rate	rate	NOUN
cblr-1724	209	93	and	and	CCONJ
cblr-1724	209	94	high	high	ADJ
cblr-1724	209	95	attrition	attrition	NOUN
cblr-1724	209	96	rate	rate	NOUN
cblr-1724	209	97	of	of	ADP
cblr-1724	209	98	women	woman	NOUN
cblr-1724	209	99	in	in	ADP
cblr-1724	209	100	the	the	DET
cblr-1724	209	101	overall	overall	ADJ
cblr-1724	209	102	venture	venture	NOUN
cblr-1724	209	103	capital	capital	NOUN
cblr-1724	209	104	industry.85	industry.85	ADJ
cblr-1724	209	105	female	female	ADJ
cblr-1724	209	106	entrepreneurs	entrepreneur	NOUN
cblr-1724	209	107	rely	rely	VERB
cblr-1724	209	108	more	more	ADV
cblr-1724	209	109	often	often	ADV
cblr-1724	209	110	on	on	ADP
cblr-1724	209	111	personal	personal	ADJ
cblr-1724	209	112	sources	source	NOUN
cblr-1724	209	113	of	of	ADP
cblr-1724	209	114	both	both	DET
cblr-1724	209	115	debt	debt	NOUN
cblr-1724	209	116	and	and	CCONJ
cblr-1724	209	117	equity	equity	NOUN
cblr-1724	209	118	to	to	PART
cblr-1724	209	119	start	start	VERB
cblr-1724	209	120	and	and	CCONJ
cblr-1724	209	121	continue	continue	VERB
cblr-1724	209	122	their	their	PRON
cblr-1724	209	123	businesses	business	NOUN
cblr-1724	209	124	rather	rather	ADV
cblr-1724	209	125	than	than	ADP
cblr-1724	209	126	outside	outside	ADP
cblr-1724	209	127	sources	source	NOUN
cblr-1724	209	128	such	such	ADJ
cblr-1724	209	129	as	as	ADP
cblr-1724	209	130	venture	venture	NOUN
cblr-1724	209	131	capital	capital	NOUN
cblr-1724	209	132	and	and	CCONJ
cblr-1724	209	133	angel	angel	NOUN
cblr-1724	209	134	investments.86	investments.86	PROPN
cblr-1724	209	135	however	however	ADV
cblr-1724	209	136	,	,	PUNCT
cblr-1724	209	137	studies	study	NOUN
cblr-1724	209	138	have	have	AUX
cblr-1724	209	139	shown	show	VERB
cblr-1724	209	140	that	that	SCONJ
cblr-1724	209	141	businesses	business	NOUN
cblr-1724	209	142	with	with	ADP
cblr-1724	209	143	both	both	CCONJ
cblr-1724	209	144	personal	personal	ADJ
cblr-1724	209	145	and	and	CCONJ
cblr-1724	209	146	external	external	ADJ
cblr-1724	209	147	sources	source	NOUN
cblr-1724	209	148	of	of	ADP
cblr-1724	209	149	capital	capital	NOUN
cblr-1724	209	150	are	be	AUX
cblr-1724	209	151	more	more	ADV
cblr-1724	209	152	likely	likely	ADJ
cblr-1724	209	153	to	to	PART
cblr-1724	209	154	grow.87	grow.87	VERB
cblr-1724	209	155	the	the	DET
cblr-1724	209	156	vast	vast	ADJ
cblr-1724	209	157	majority	majority	NOUN
cblr-1724	209	158	of	of	ADP
cblr-1724	209	159	venture	venture	NOUN
cblr-1724	209	160	capital	capital	NOUN
cblr-1724	209	161	is	be	AUX
cblr-1724	209	162	directed	direct	VERB
cblr-1724	209	163	through	through	ADP
cblr-1724	209	164	personal	personal	ADJ
cblr-1724	209	165	relationships	relationship	NOUN
cblr-1724	209	166	between	between	ADP
cblr-1724	209	167	an	an	DET
cblr-1724	209	168	entrepreneur	entrepreneur	NOUN
cblr-1724	209	169	and	and	CCONJ
cblr-1724	209	170	a	a	DET
cblr-1724	209	171	venture	venture	NOUN
cblr-1724	209	172	capitalist.88	capitalist.88	PROPN
cblr-1724	209	173	while	while	SCONJ
cblr-1724	209	174	women	woman	NOUN
cblr-1724	209	175	tend	tend	VERB
cblr-1724	209	176	to	to	PART
cblr-1724	209	177	describe	describe	VERB
cblr-1724	209	178	their	their	PRON
cblr-1724	209	179	networks	network	NOUN
cblr-1724	209	180	as	as	ADP
cblr-1724	209	181	a	a	DET
cblr-1724	209	182	mixture	mixture	NOUN
cblr-1724	209	183	of	of	ADP
cblr-1724	209	184	men	man	NOUN
cblr-1724	209	185	and	and	CCONJ
cblr-1724	209	186	women	woman	NOUN
cblr-1724	209	187	,	,	PUNCT
cblr-1724	209	188	men	man	NOUN
cblr-1724	209	189	tend	tend	VERB
cblr-1724	209	190	to	to	PART
cblr-1724	209	191	view	view	VERB
cblr-1724	209	192	their	their	PRON
cblr-1724	209	193	networks	network	NOUN
cblr-1724	209	194	as	as	ADP
cblr-1724	209	195	male	male	NOUN
cblr-1724	209	196	-	-	PUNCT
cblr-1724	209	197	dominated.89	dominated.89	NOUN
cblr-1724	209	198	one	one	NUM
cblr-1724	209	199	commentator	commentator	NOUN
cblr-1724	209	200	noted	note	VERB
cblr-1724	209	201	that	that	SCONJ
cblr-1724	209	202	top	top	ADJ
cblr-1724	209	203	venture	venture	NOUN
cblr-1724	209	204	capitalists	capitalist	NOUN
cblr-1724	209	205	tend	tend	VERB
cblr-1724	209	206	to	to	PART
cblr-1724	209	207	use	use	VERB
cblr-1724	209	208	close	close	ADJ
cblr-1724	209	209	business	business	NOUN
cblr-1724	209	210	colleagues	colleague	NOUN
cblr-1724	209	211	as	as	ADP
cblr-1724	209	212	“	"	PUNCT
cblr-1724	209	213	gatekeepers	gatekeeper	NOUN
cblr-1724	209	214	for	for	ADP
cblr-1724	209	215	high	high	ADJ
cblr-1724	209	216	-	-	PUNCT
cblr-1724	209	217	potential	potential	ADJ
cblr-1724	209	218	deals	deal	NOUN
cblr-1724	209	219	,	,	PUNCT
cblr-1724	209	220	and	and	CCONJ
cblr-1724	209	221	women	woman	NOUN
cblr-1724	209	222	have	have	AUX
cblr-1724	209	223	rarely	rarely	ADV
cblr-1724	209	224	been	be	AUX
cblr-1724	209	225	networked	network	VERB
cblr-1724	209	226	into	into	ADP
cblr-1724	209	227	this	this	DET
cblr-1724	209	228	small	small	ADJ
cblr-1724	209	229	inner	inner	ADJ
cblr-1724	209	230	circle	circle	NOUN
cblr-1724	209	231	.	.	PUNCT
cblr-1724	210	1	”90	”90	PUNCT
cblr-1724	211	1	this	this	DET
cblr-1724	211	2	lack	lack	NOUN
cblr-1724	211	3	of	of	ADP
cblr-1724	211	4	network	network	NOUN
cblr-1724	211	5	connection	connection	NOUN
cblr-1724	211	6	with	with	ADP
cblr-1724	211	7	those	those	PRON
cblr-1724	211	8	in	in	ADP
cblr-1724	211	9	the	the	DET
cblr-1724	211	10	venture	venture	NOUN
cblr-1724	211	11	capital	capital	NOUN
cblr-1724	211	12	industry	industry	NOUN
cblr-1724	211	13	is	be	AUX
cblr-1724	211	14	therefore	therefore	ADV
cblr-1724	211	15	likely	likely	ADJ
cblr-1724	211	16	one	one	NUM
cblr-1724	211	17	of	of	ADP
cblr-1724	211	18	the	the	DET
cblr-1724	211	19	main	main	ADJ
cblr-1724	211	20	83	83	NUM
cblr-1724	211	21	i	i	PRON
cblr-1724	211	22	d.	d.	PROPN
cblr-1724	211	23	84	84	NUM
cblr-1724	212	1	i	i	PRON
cblr-1724	212	2	d.	d.	PROPN
cblr-1724	212	3	at	at	ADP
cblr-1724	212	4	3–4	3–4	NUM
cblr-1724	212	5	.	.	NOUN
cblr-1724	212	6	85	85	NUM
cblr-1724	213	1	i	i	PRON
cblr-1724	213	2	d.	d.	PROPN
cblr-1724	213	3	at	at	ADP
cblr-1724	213	4	6–7	6–7	NUM
cblr-1724	213	5	,	,	PUNCT
cblr-1724	213	6	9	9	NUM
cblr-1724	213	7	.	.	X
cblr-1724	213	8	86	86	NUM
cblr-1724	213	9	coleman	coleman	PROPN
cblr-1724	213	10	&	&	CCONJ
cblr-1724	213	11	robb	robb	PROPN
cblr-1724	213	12	,	,	PUNCT
cblr-1724	213	13	supra	supra	PROPN
cblr-1724	213	14	note	note	NOUN
cblr-1724	213	15	58	58	NUM
cblr-1724	213	16	,	,	PUNCT
cblr-1724	213	17	at	at	ADP
cblr-1724	213	18	2	2	NUM
cblr-1724	213	19	.	.	NUM
cblr-1724	213	20	87	87	NUM
cblr-1724	214	1	i	i	PRON
cblr-1724	214	2	d.	d.	PROPN
cblr-1724	214	3	at	at	ADP
cblr-1724	214	4	2	2	NUM
cblr-1724	214	5	,	,	PUNCT
cblr-1724	214	6	7	7	NUM
cblr-1724	214	7	.	.	SYM
cblr-1724	214	8	88	88	NUM
cblr-1724	214	9	brush	brush	NOUN
cblr-1724	214	10	et	et	PROPN
cblr-1724	214	11	al	al	PROPN
cblr-1724	214	12	.	.	PROPN
cblr-1724	214	13	,	,	PUNCT
cblr-1724	214	14	supra	supra	PROPN
cblr-1724	214	15	note	note	VERB
cblr-1724	214	16	59	59	NUM
cblr-1724	214	17	,	,	PUNCT
cblr-1724	214	18	at	at	ADP
cblr-1724	214	19	2	2	NUM
cblr-1724	214	20	.	.	NUM
cblr-1724	214	21	89	89	NUM
cblr-1724	215	1	i	i	PRON
cblr-1724	215	2	d.	d.	PROPN
cblr-1724	215	3	90	90	NUM
cblr-1724	216	1	i	i	PRON
cblr-1724	216	2	d.	d.	PROPN
cblr-1724	216	3	at	at	ADP
cblr-1724	216	4	3	3	NUM
cblr-1724	216	5	(	(	PUNCT
cblr-1724	216	6	quoting	quote	VERB
cblr-1724	216	7	trish	trish	PROPN
cblr-1724	216	8	costello	costello	PROPN
cblr-1724	216	9	,	,	PUNCT
cblr-1724	216	10	ceo	ceo	NOUN
cblr-1724	216	11	of	of	ADP
cblr-1724	216	12	the	the	DET
cblr-1724	216	13	center	center	NOUN
cblr-1724	216	14	for	for	ADP
cblr-1724	216	15	venture	venture	NOUN
cblr-1724	216	16	education	education	NOUN
cblr-1724	216	17	)	)	PUNCT
cblr-1724	216	18	.	.	PUNCT
cblr-1724	217	1	brandt	brandt	PROPN
cblr-1724	217	2	–	–	PUNCT
cblr-1724	217	3	final	final	ADJ
cblr-1724	217	4	no	no	NOUN
cblr-1724	217	5	.	.	NOUN
cblr-1724	217	6	2:807	2:807	NUM
cblr-1724	217	7	]	]	PUNCT
cblr-1724	217	8	women	woman	NOUN
cblr-1724	217	9	-	-	PUNCT
cblr-1724	217	10	owned	own	VERB
cblr-1724	217	11	businesses	business	NOUN
cblr-1724	217	12	’	'	PUNCT
cblr-1724	217	13	access	access	NOUN
cblr-1724	217	14	to	to	ADP
cblr-1724	217	15	capital	capital	NOUN
cblr-1724	217	16	825	825	NUM
cblr-1724	217	17	reasons	reason	NOUN
cblr-1724	217	18	women	woman	NOUN
cblr-1724	217	19	receive	receive	VERB
cblr-1724	217	20	less	less	ADJ
cblr-1724	217	21	funding	funding	NOUN
cblr-1724	217	22	from	from	ADP
cblr-1724	217	23	these	these	DET
cblr-1724	217	24	types	type	NOUN
cblr-1724	217	25	of	of	ADP
cblr-1724	217	26	external	external	ADJ
cblr-1724	217	27	sources.91	sources.91	NOUN
cblr-1724	217	28	one	one	NUM
cblr-1724	217	29	explanation	explanation	NOUN
cblr-1724	217	30	for	for	ADP
cblr-1724	217	31	the	the	DET
cblr-1724	217	32	inability	inability	NOUN
cblr-1724	217	33	of	of	ADP
cblr-1724	217	34	women	woman	NOUN
cblr-1724	217	35	to	to	PART
cblr-1724	217	36	break	break	VERB
cblr-1724	217	37	into	into	ADP
cblr-1724	217	38	the	the	DET
cblr-1724	217	39	inner	inner	ADJ
cblr-1724	217	40	circles	circle	NOUN
cblr-1724	217	41	of	of	ADP
cblr-1724	217	42	venture	venture	NOUN
cblr-1724	217	43	capitalists	capitalist	NOUN
cblr-1724	217	44	is	be	AUX
cblr-1724	217	45	that	that	SCONJ
cblr-1724	217	46	relatively	relatively	ADV
cblr-1724	217	47	few	few	ADJ
cblr-1724	217	48	women	woman	NOUN
cblr-1724	217	49	serve	serve	VERB
cblr-1724	217	50	as	as	SCONJ
cblr-1724	217	51	venture	venture	NOUN
cblr-1724	217	52	capitalists	capitalist	NOUN
cblr-1724	217	53	themselves.92	themselves.92	NOUN
cblr-1724	217	54	women	woman	NOUN
cblr-1724	217	55	represented	represent	VERB
cblr-1724	217	56	roughly	roughly	ADV
cblr-1724	217	57	10	10	NUM
cblr-1724	217	58	%	%	NOUN
cblr-1724	217	59	of	of	ADP
cblr-1724	217	60	management	management	NOUN
cblr-1724	217	61	-	-	PUNCT
cblr-1724	217	62	track	track	NOUN
cblr-1724	217	63	venture	venture	NOUN
cblr-1724	217	64	capitalists	capitalist	NOUN
cblr-1724	217	65	in	in	ADP
cblr-1724	217	66	1995	1995	NUM
cblr-1724	217	67	,	,	PUNCT
cblr-1724	217	68	a	a	DET
cblr-1724	217	69	percentage	percentage	NOUN
cblr-1724	217	70	that	that	PRON
cblr-1724	217	71	actually	actually	ADV
cblr-1724	217	72	decreased	decrease	VERB
cblr-1724	217	73	to	to	ADP
cblr-1724	217	74	9	9	NUM
cblr-1724	217	75	%	%	NOUN
cblr-1724	217	76	by	by	ADP
cblr-1724	217	77	2000	2000	NUM
cblr-1724	217	78	despite	despite	SCONJ
cblr-1724	217	79	rapid	rapid	ADJ
cblr-1724	217	80	growth	growth	NOUN
cblr-1724	217	81	in	in	ADP
cblr-1724	217	82	the	the	DET
cblr-1724	217	83	overall	overall	ADJ
cblr-1724	217	84	industry.93	industry.93	NOUN
cblr-1724	217	85	additionally	additionally	ADV
cblr-1724	217	86	,	,	PUNCT
cblr-1724	217	87	the	the	DET
cblr-1724	217	88	women	woman	NOUN
cblr-1724	217	89	who	who	PRON
cblr-1724	217	90	did	do	AUX
cblr-1724	217	91	enter	enter	VERB
cblr-1724	217	92	into	into	ADP
cblr-1724	217	93	the	the	DET
cblr-1724	217	94	elite	elite	ADJ
cblr-1724	217	95	ranks	rank	NOUN
cblr-1724	217	96	of	of	ADP
cblr-1724	217	97	venture	venture	NOUN
cblr-1724	217	98	capital	capital	NOUN
cblr-1724	217	99	firms	firm	NOUN
cblr-1724	217	100	represented	represent	VERB
cblr-1724	217	101	primarily	primarily	ADV
cblr-1724	217	102	entryand	entryand	VERB
cblr-1724	217	103	midlevel	midlevel	ADJ
cblr-1724	217	104	roles	role	NOUN
cblr-1724	217	105	rather	rather	ADV
cblr-1724	217	106	than	than	ADP
cblr-1724	217	107	partnership	partnership	NOUN
cblr-1724	217	108	or	or	CCONJ
cblr-1724	217	109	decision	decision	NOUN
cblr-1724	217	110	-	-	PUNCT
cblr-1724	217	111	making	make	VERB
cblr-1724	217	112	roles	role	NOUN
cblr-1724	217	113	within	within	ADP
cblr-1724	217	114	those	those	DET
cblr-1724	217	115	firms.94	firms.94	NOUN
cblr-1724	217	116	techcrunch	techcrunch	NOUN
cblr-1724	217	117	found	find	VERB
cblr-1724	217	118	in	in	ADP
cblr-1724	217	119	mid-2016	mid-2016	NOUN
cblr-1724	217	120	that	that	SCONJ
cblr-1724	217	121	women	woman	NOUN
cblr-1724	217	122	comprised	comprise	VERB
cblr-1724	217	123	only	only	ADV
cblr-1724	217	124	7	7	NUM
cblr-1724	217	125	%	%	NOUN
cblr-1724	217	126	of	of	ADP
cblr-1724	217	127	full	full	ADJ
cblr-1724	217	128	-	-	PUNCT
cblr-1724	217	129	time	time	NOUN
cblr-1724	217	130	investing	investing	NOUN
cblr-1724	217	131	venture	venture	NOUN
cblr-1724	217	132	capital	capital	NOUN
cblr-1724	217	133	partners	partner	NOUN
cblr-1724	217	134	while	while	SCONJ
cblr-1724	217	135	comprising	comprise	VERB
cblr-1724	217	136	roughly	roughly	ADV
cblr-1724	217	137	22	22	NUM
cblr-1724	217	138	%	%	NOUN
cblr-1724	217	139	of	of	ADP
cblr-1724	217	140	entryand	entryand	NOUN
cblr-1724	217	141	mid	mid	ADJ
cblr-1724	217	142	-	-	ADJ
cblr-1724	217	143	level	level	ADJ
cblr-1724	217	144	roles.95	roles.95	NOUN
cblr-1724	217	145	while	while	SCONJ
cblr-1724	217	146	techcrunch	techcrunch	PROPN
cblr-1724	217	147	’s	’s	PART
cblr-1724	217	148	numbers	number	NOUN
cblr-1724	217	149	seem	seem	VERB
cblr-1724	217	150	to	to	PART
cblr-1724	217	151	be	be	AUX
cblr-1724	217	152	positive	positive	ADJ
cblr-1724	217	153	news	news	NOUN
cblr-1724	217	154	for	for	ADP
cblr-1724	217	155	those	those	PRON
cblr-1724	217	156	hoping	hope	VERB
cblr-1724	217	157	for	for	ADP
cblr-1724	217	158	an	an	DET
cblr-1724	217	159	increase	increase	NOUN
cblr-1724	217	160	in	in	ADP
cblr-1724	217	161	the	the	DET
cblr-1724	217	162	overall	overall	ADJ
cblr-1724	217	163	number	number	NOUN
cblr-1724	217	164	of	of	ADP
cblr-1724	217	165	women	woman	NOUN
cblr-1724	217	166	in	in	ADP
cblr-1724	217	167	venture	venture	NOUN
cblr-1724	217	168	capital	capital	NOUN
cblr-1724	217	169	,	,	PUNCT
cblr-1724	217	170	their	their	PRON
cblr-1724	217	171	estimates	estimate	NOUN
cblr-1724	217	172	may	may	AUX
cblr-1724	217	173	be	be	AUX
cblr-1724	217	174	higher	high	ADJ
cblr-1724	217	175	than	than	SCONJ
cblr-1724	217	176	the	the	DET
cblr-1724	217	177	actual	actual	ADJ
cblr-1724	217	178	figures	figure	NOUN
cblr-1724	217	179	as	as	ADP
cblr-1724	217	180	other	other	ADJ
cblr-1724	217	181	academic	academic	ADJ
cblr-1724	217	182	studies	study	NOUN
cblr-1724	217	183	have	have	AUX
cblr-1724	217	184	found	find	VERB
cblr-1724	217	185	that	that	SCONJ
cblr-1724	217	186	women	woman	NOUN
cblr-1724	217	187	comprise	comprise	VERB
cblr-1724	217	188	only	only	ADV
cblr-1724	217	189	14	14	NUM
cblr-1724	217	190	%	%	NOUN
cblr-1724	217	191	of	of	ADP
cblr-1724	217	192	venture	venture	NOUN
cblr-1724	217	193	capitalists	capitalist	NOUN
cblr-1724	217	194	(	(	PUNCT
cblr-1724	217	195	regardless	regardless	ADV
cblr-1724	217	196	of	of	ADP
cblr-1724	217	197	rank	rank	NOUN
cblr-1724	217	198	within	within	ADP
cblr-1724	217	199	the	the	DET
cblr-1724	217	200	firm	firm	NOUN
cblr-1724	217	201	)	)	PUNCT
cblr-1724	217	202	as	as	ADV
cblr-1724	217	203	recently	recently	ADV
cblr-1724	217	204	as	as	ADP
cblr-1724	217	205	2010.96	2010.96	NUM
cblr-1724	217	206	finally	finally	ADV
cblr-1724	217	207	,	,	PUNCT
cblr-1724	217	208	the	the	DET
cblr-1724	217	209	select	select	ADJ
cblr-1724	217	210	few	few	ADJ
cblr-1724	217	211	women	woman	NOUN
cblr-1724	217	212	with	with	ADP
cblr-1724	217	213	roles	role	NOUN
cblr-1724	217	214	in	in	ADP
cblr-1724	217	215	venture	venture	NOUN
cblr-1724	217	216	capital	capital	NOUN
cblr-1724	217	217	firms	firm	NOUN
cblr-1724	217	218	were	be	AUX
cblr-1724	217	219	more	more	ADJ
cblr-1724	217	220	than	than	ADP
cblr-1724	217	221	twice	twice	ADV
cblr-1724	217	222	as	as	ADV
cblr-1724	217	223	likely	likely	ADJ
cblr-1724	217	224	as	as	SCONJ
cblr-1724	217	225	their	their	PRON
cblr-1724	217	226	male	male	ADJ
cblr-1724	217	227	peers	peer	NOUN
cblr-1724	217	228	to	to	PART
cblr-1724	217	229	leave	leave	VERB
cblr-1724	217	230	the	the	DET
cblr-1724	217	231	industry.97	industry.97	NOUN
cblr-1724	217	232	several	several	ADJ
cblr-1724	217	233	studies	study	NOUN
cblr-1724	217	234	have	have	AUX
cblr-1724	217	235	suggested	suggest	VERB
cblr-1724	217	236	that	that	SCONJ
cblr-1724	217	237	an	an	DET
cblr-1724	217	238	increase	increase	NOUN
cblr-1724	217	239	in	in	ADP
cblr-1724	217	240	the	the	DET
cblr-1724	217	241	number	number	NOUN
cblr-1724	217	242	of	of	ADP
cblr-1724	217	243	women	woman	NOUN
cblr-1724	217	244	in	in	ADP
cblr-1724	217	245	decision	decision	NOUN
cblr-1724	217	246	-	-	PUNCT
cblr-1724	217	247	making	make	VERB
cblr-1724	217	248	roles	role	NOUN
cblr-1724	217	249	within	within	ADP
cblr-1724	217	250	the	the	DET
cblr-1724	217	251	venture	venture	NOUN
cblr-1724	217	252	capital	capital	NOUN
cblr-1724	217	253	industry	industry	NOUN
cblr-1724	217	254	would	would	AUX
cblr-1724	217	255	improve	improve	VERB
cblr-1724	217	256	outcomes	outcome	NOUN
cblr-1724	217	257	for	for	ADP
cblr-1724	217	258	wobs	wob	NOUN
cblr-1724	217	259	because	because	SCONJ
cblr-1724	217	260	of	of	ADP
cblr-1724	217	261	the	the	DET
cblr-1724	217	262	key	key	ADJ
cblr-1724	217	263	role	role	NOUN
cblr-1724	217	264	social	social	ADJ
cblr-1724	217	265	networking	networking	NOUN
cblr-1724	217	266	plays	play	NOUN
cblr-1724	217	267	in	in	ADP
cblr-1724	217	268	securing	secure	VERB
cblr-1724	217	269	venture	venture	NOUN
cblr-1724	217	270	capital	capital	NOUN
cblr-1724	217	271	funding.98	funding.98	VERB
cblr-1724	217	272	this	this	DET
cblr-1724	217	273	dearth	dearth	NOUN
cblr-1724	217	274	of	of	ADP
cblr-1724	217	275	women	woman	NOUN
cblr-1724	217	276	in	in	ADP
cblr-1724	217	277	the	the	DET
cblr-1724	217	278	industry	industry	NOUN
cblr-1724	217	279	mimics	mimic	VERB
cblr-1724	217	280	the	the	DET
cblr-1724	217	281	shortage	shortage	NOUN
cblr-1724	217	282	of	of	ADP
cblr-1724	217	283	women	woman	NOUN
cblr-1724	217	284	in	in	ADP
cblr-1724	217	285	science	science	NOUN
cblr-1724	217	286	,	,	PUNCT
cblr-1724	217	287	technology	technology	NOUN
cblr-1724	217	288	,	,	PUNCT
cblr-1724	217	289	engineering	engineering	NOUN
cblr-1724	217	290	,	,	PUNCT
cblr-1724	217	291	and	and	CCONJ
cblr-1724	217	292	mathematics	mathematic	NOUN
cblr-1724	217	293	(	(	PUNCT
cblr-1724	217	294	“	"	PUNCT
cblr-1724	217	295	stem	stem	NOUN
cblr-1724	217	296	”	"	PUNCT
cblr-1724	217	297	)	)	PUNCT
cblr-1724	217	298	fields	field	NOUN
cblr-1724	217	299	,	,	PUNCT
cblr-1724	217	300	an	an	DET
cblr-1724	217	301	issue	issue	NOUN
cblr-1724	217	302	targeted	target	VERB
cblr-1724	217	303	during	during	ADP
cblr-1724	217	304	the	the	DET
cblr-1724	217	305	91	91	NUM
cblr-1724	217	306	coleman	coleman	PROPN
cblr-1724	217	307	&	&	CCONJ
cblr-1724	217	308	robb	robb	PROPN
cblr-1724	217	309	,	,	PUNCT
cblr-1724	217	310	supra	supra	PROPN
cblr-1724	217	311	note	note	NOUN
cblr-1724	217	312	58	58	NUM
cblr-1724	217	313	,	,	PUNCT
cblr-1724	217	314	at	at	ADP
cblr-1724	217	315	7	7	NUM
cblr-1724	217	316	;	;	PUNCT
cblr-1724	217	317	brush	brush	NOUN
cblr-1724	217	318	et	et	PROPN
cblr-1724	217	319	al	al	PROPN
cblr-1724	217	320	.	.	PROPN
cblr-1724	217	321	,	,	PUNCT
cblr-1724	217	322	supra	supra	PROPN
cblr-1724	217	323	note	note	VERB
cblr-1724	217	324	59	59	NUM
cblr-1724	217	325	,	,	PUNCT
cblr-1724	217	326	at	at	ADP
cblr-1724	217	327	2–3	2–3	NUM
cblr-1724	217	328	.	.	NOUN
cblr-1724	217	329	92	92	NUM
cblr-1724	217	330	teare	teare	NOUN
cblr-1724	217	331	&	&	CCONJ
cblr-1724	217	332	desmond	desmond	PROPN
cblr-1724	217	333	,	,	PUNCT
cblr-1724	217	334	supra	supra	PROPN
cblr-1724	217	335	note	note	NOUN
cblr-1724	217	336	76	76	NUM
cblr-1724	217	337	.	.	PUNCT
cblr-1724	218	1	93	93	NUM
cblr-1724	218	2	brush	brush	NOUN
cblr-1724	218	3	et	et	PROPN
cblr-1724	218	4	al	al	PROPN
cblr-1724	218	5	.	.	PROPN
cblr-1724	218	6	,	,	PUNCT
cblr-1724	218	7	supra	supra	PROPN
cblr-1724	218	8	note	note	VERB
cblr-1724	218	9	59	59	NUM
cblr-1724	218	10	,	,	PUNCT
cblr-1724	218	11	at	at	ADP
cblr-1724	218	12	1	1	NUM
cblr-1724	218	13	,	,	PUNCT
cblr-1724	218	14	6	6	NUM
cblr-1724	218	15	.	.	NOUN
cblr-1724	218	16	94	94	NUM
cblr-1724	219	1	i	i	PRON
cblr-1724	219	2	d.	d.	PROPN
cblr-1724	219	3	at	at	ADP
cblr-1724	219	4	7	7	NUM
cblr-1724	219	5	.	.	SYM
cblr-1724	219	6	95	95	NUM
cblr-1724	219	7	teare	teare	NOUN
cblr-1724	219	8	&	&	CCONJ
cblr-1724	219	9	desmond	desmond	PROPN
cblr-1724	219	10	,	,	PUNCT
cblr-1724	219	11	supra	supra	PROPN
cblr-1724	219	12	note	note	NOUN
cblr-1724	219	13	76	76	NUM
cblr-1724	219	14	.	.	PUNCT
cblr-1724	220	1	96	96	NUM
cblr-1724	220	2	greenberg	greenberg	PROPN
cblr-1724	220	3	&	&	CCONJ
cblr-1724	220	4	mollick	mollick	PROPN
cblr-1724	220	5	,	,	PUNCT
cblr-1724	220	6	supra	supra	PROPN
cblr-1724	220	7	note	note	PROPN
cblr-1724	220	8	77	77	NUM
cblr-1724	220	9	,	,	PUNCT
cblr-1724	220	10	at	at	ADP
cblr-1724	220	11	7	7	NUM
cblr-1724	220	12	.	.	NOUN
cblr-1724	220	13	97	97	NUM
cblr-1724	220	14	brush	brush	NOUN
cblr-1724	220	15	et	et	PROPN
cblr-1724	220	16	al	al	PROPN
cblr-1724	220	17	.	.	PROPN
cblr-1724	220	18	,	,	PUNCT
cblr-1724	220	19	supra	supra	PROPN
cblr-1724	220	20	note	note	VERB
cblr-1724	220	21	59	59	NUM
cblr-1724	220	22	,	,	PUNCT
cblr-1724	220	23	at	at	ADP
cblr-1724	220	24	9	9	NUM
cblr-1724	220	25	.	.	NUM
cblr-1724	220	26	98	98	NUM
cblr-1724	221	1	i	i	PRON
cblr-1724	221	2	d.	d.	PROPN
cblr-1724	221	3	at	at	ADP
cblr-1724	221	4	2	2	NUM
cblr-1724	221	5	,	,	PUNCT
cblr-1724	221	6	13–15	13–15	NUM
cblr-1724	221	7	;	;	PUNCT
cblr-1724	221	8	see	see	VERB
cblr-1724	221	9	also	also	ADV
cblr-1724	221	10	coleman	coleman	PROPN
cblr-1724	221	11	&	&	CCONJ
cblr-1724	221	12	robb	robb	PROPN
cblr-1724	221	13	,	,	PUNCT
cblr-1724	221	14	supra	supra	PROPN
cblr-1724	221	15	note	note	NOUN
cblr-1724	221	16	58	58	NUM
cblr-1724	221	17	,	,	PUNCT
cblr-1724	221	18	at	at	ADP
cblr-1724	221	19	28–29	28–29	NUM
cblr-1724	221	20	.	.	PUNCT
cblr-1724	222	1	brandt	brandt	PROPN
cblr-1724	222	2	–	–	PUNCT
cblr-1724	222	3	final	final	ADJ
cblr-1724	222	4	826	826	NUM
cblr-1724	222	5	columbia	columbia	PROPN
cblr-1724	222	6	business	business	NOUN
cblr-1724	222	7	law	law	PROPN
cblr-1724	222	8	review	review	NOUN
cblr-1724	222	9	[	[	X
cblr-1724	222	10	vol	vol	NOUN
cblr-1724	222	11	.	.	NOUN
cblr-1724	222	12	2017	2017	NUM
cblr-1724	222	13	obama	obama	PROPN
cblr-1724	222	14	administration.99	administration.99	VERB
cblr-1724	222	15	though	though	SCONJ
cblr-1724	222	16	there	there	PRON
cblr-1724	222	17	is	be	VERB
cblr-1724	222	18	less	less	ADJ
cblr-1724	222	19	demand	demand	NOUN
cblr-1724	222	20	to	to	PART
cblr-1724	222	21	fill	fill	VERB
cblr-1724	222	22	open	open	ADJ
cblr-1724	222	23	positions	position	NOUN
cblr-1724	222	24	in	in	ADP
cblr-1724	222	25	venture	venture	NOUN
cblr-1724	222	26	capital	capital	NOUN
cblr-1724	222	27	than	than	ADP
cblr-1724	222	28	in	in	ADP
cblr-1724	222	29	stem	stem	NOUN
cblr-1724	222	30	fields	field	NOUN
cblr-1724	222	31	because	because	SCONJ
cblr-1724	222	32	of	of	ADP
cblr-1724	222	33	the	the	DET
cblr-1724	222	34	ultra	ultra	ADJ
cblr-1724	222	35	-	-	ADJ
cblr-1724	222	36	competitive	competitive	ADJ
cblr-1724	222	37	nature	nature	NOUN
cblr-1724	222	38	of	of	ADP
cblr-1724	222	39	the	the	DET
cblr-1724	222	40	venture	venture	NOUN
cblr-1724	222	41	capital	capital	NOUN
cblr-1724	222	42	industry	industry	NOUN
cblr-1724	222	43	,	,	PUNCT
cblr-1724	222	44	supporting	support	VERB
cblr-1724	222	45	and	and	CCONJ
cblr-1724	222	46	encouraging	encourage	VERB
cblr-1724	222	47	women	woman	NOUN
cblr-1724	222	48	to	to	PART
cblr-1724	222	49	find	find	VERB
cblr-1724	222	50	an	an	DET
cblr-1724	222	51	interest	interest	NOUN
cblr-1724	222	52	in	in	ADP
cblr-1724	222	53	finance	finance	NOUN
cblr-1724	222	54	and	and	CCONJ
cblr-1724	222	55	venture	venture	NOUN
cblr-1724	222	56	capital	capital	NOUN
cblr-1724	222	57	should	should	AUX
cblr-1724	222	58	be	be	AUX
cblr-1724	222	59	included	include	VERB
cblr-1724	222	60	in	in	ADP
cblr-1724	222	61	the	the	DET
cblr-1724	222	62	government	government	NOUN
cblr-1724	222	63	’s	’s	PART
cblr-1724	222	64	efforts	effort	NOUN
cblr-1724	222	65	to	to	PART
cblr-1724	222	66	encourage	encourage	VERB
cblr-1724	222	67	diversity	diversity	NOUN
cblr-1724	222	68	in	in	ADP
cblr-1724	222	69	the	the	DET
cblr-1724	222	70	stem	stem	NOUN
cblr-1724	222	71	fields	field	NOUN
cblr-1724	222	72	.	.	PUNCT
cblr-1724	223	1	society	society	NOUN
cblr-1724	223	2	’s	’s	PART
cblr-1724	223	3	gendered	gendere	VERB
cblr-1724	223	4	view	view	NOUN
cblr-1724	223	5	of	of	ADP
cblr-1724	223	6	innovation	innovation	NOUN
cblr-1724	223	7	and	and	CCONJ
cblr-1724	223	8	entrepreneurship	entrepreneurship	NOUN
cblr-1724	223	9	is	be	AUX
cblr-1724	223	10	another	another	DET
cblr-1724	223	11	challenge	challenge	NOUN
cblr-1724	223	12	women	woman	NOUN
cblr-1724	223	13	must	must	AUX
cblr-1724	223	14	overcome	overcome	VERB
cblr-1724	223	15	in	in	ADP
cblr-1724	223	16	obtaining	obtain	VERB
cblr-1724	223	17	equity	equity	NOUN
cblr-1724	223	18	funding.100	funding.100	NOUN
cblr-1724	223	19	in	in	ADP
cblr-1724	223	20	a	a	DET
cblr-1724	223	21	report	report	NOUN
cblr-1724	223	22	to	to	ADP
cblr-1724	223	23	the	the	DET
cblr-1724	223	24	national	national	ADJ
cblr-1724	223	25	women	woman	NOUN
cblr-1724	223	26	’s	’s	PART
cblr-1724	223	27	business	business	NOUN
cblr-1724	223	28	counsel	counsel	NOUN
cblr-1724	223	29	,	,	PUNCT
cblr-1724	223	30	coleman	coleman	PROPN
cblr-1724	223	31	and	and	CCONJ
cblr-1724	223	32	robb	robb	PROPN
cblr-1724	223	33	reported	report	VERB
cblr-1724	223	34	that	that	SCONJ
cblr-1724	223	35	“	"	PUNCT
cblr-1724	223	36	[	[	X
cblr-1724	223	37	i]n	i]n	NOUN
cblr-1724	223	38	reviewing	review	VERB
cblr-1724	223	39	a	a	DET
cblr-1724	223	40	sample	sample	NOUN
cblr-1724	223	41	of	of	ADP
cblr-1724	223	42	81	81	NUM
cblr-1724	223	43	research	research	NOUN
cblr-1724	223	44	articles	article	NOUN
cblr-1724	223	45	,	,	PUNCT
cblr-1724	223	46	[	[	X
cblr-1724	223	47	researchers	researcher	NOUN
cblr-1724	223	48	]	]	PUNCT
cblr-1724	223	49	.	.	PUNCT
cblr-1724	223	50	.	.	PUNCT
cblr-1724	224	1	.	.	PUNCT
cblr-1724	225	1	found	find	VERB
cblr-1724	225	2	‘	'	PUNCT
cblr-1724	225	3	a	a	DET
cblr-1724	225	4	tendency	tendency	NOUN
cblr-1724	225	5	to	to	PART
cblr-1724	225	6	recreate	recreate	VERB
cblr-1724	225	7	the	the	DET
cblr-1724	225	8	idea	idea	NOUN
cblr-1724	225	9	of	of	ADP
cblr-1724	225	10	women	woman	NOUN
cblr-1724	225	11	as	as	ADP
cblr-1724	225	12	being	be	AUX
cblr-1724	225	13	secondary	secondary	ADJ
cblr-1724	225	14	to	to	ADP
cblr-1724	225	15	men	man	NOUN
cblr-1724	225	16	and	and	CCONJ
cblr-1724	225	17	of	of	ADP
cblr-1724	225	18	women	woman	NOUN
cblr-1724	225	19	’s	’s	PART
cblr-1724	225	20	businesses	business	NOUN
cblr-1724	225	21	being	be	AUX
cblr-1724	225	22	of	of	ADP
cblr-1724	225	23	less	less	ADJ
cblr-1724	225	24	significance	significance	NOUN
cblr-1724	225	25	.	.	PUNCT
cblr-1724	226	1	’”101	’”101	PROPN
cblr-1724	226	2	these	these	DET
cblr-1724	226	3	findings	finding	NOUN
cblr-1724	226	4	suggest	suggest	VERB
cblr-1724	226	5	that	that	SCONJ
cblr-1724	226	6	female	female	ADJ
cblr-1724	226	7	entrepreneurs	entrepreneur	NOUN
cblr-1724	226	8	must	must	AUX
cblr-1724	226	9	overcome	overcome	VERB
cblr-1724	226	10	an	an	DET
cblr-1724	226	11	inherent	inherent	ADJ
cblr-1724	226	12	bias	bias	NOUN
cblr-1724	226	13	in	in	ADP
cblr-1724	226	14	the	the	DET
cblr-1724	226	15	predominantly	predominantly	ADV
cblr-1724	226	16	male	male	ADJ
cblr-1724	226	17	venture	venture	NOUN
cblr-1724	226	18	capital	capital	NOUN
cblr-1724	226	19	field	field	NOUN
cblr-1724	226	20	that	that	PRON
cblr-1724	226	21	their	their	PRON
cblr-1724	226	22	business	business	NOUN
cblr-1724	226	23	is	be	AUX
cblr-1724	226	24	somehow	somehow	ADV
cblr-1724	226	25	less	less	ADV
cblr-1724	226	26	compelling	compelling	ADJ
cblr-1724	226	27	than	than	ADP
cblr-1724	226	28	that	that	PRON
cblr-1724	226	29	of	of	ADP
cblr-1724	226	30	their	their	PRON
cblr-1724	226	31	male	male	ADJ
cblr-1724	226	32	entrepreneur	entrepreneur	NOUN
cblr-1724	226	33	peers.102	peers.102	ADV
cblr-1724	226	34	finally	finally	ADV
cblr-1724	226	35	,	,	PUNCT
cblr-1724	226	36	a	a	DET
cblr-1724	226	37	recent	recent	ADJ
cblr-1724	226	38	study	study	NOUN
cblr-1724	226	39	suggests	suggest	VERB
cblr-1724	226	40	that	that	SCONJ
cblr-1724	226	41	simply	simply	ADV
cblr-1724	226	42	increasing	increase	VERB
cblr-1724	226	43	the	the	DET
cblr-1724	226	44	number	number	NOUN
cblr-1724	226	45	of	of	ADP
cblr-1724	226	46	women	woman	NOUN
cblr-1724	226	47	in	in	ADP
cblr-1724	226	48	venture	venture	NOUN
cblr-1724	226	49	capital	capital	NOUN
cblr-1724	226	50	will	will	AUX
cblr-1724	226	51	not	not	PART
cblr-1724	226	52	increase	increase	VERB
cblr-1724	226	53	the	the	DET
cblr-1724	226	54	amount	amount	NOUN
cblr-1724	226	55	of	of	ADP
cblr-1724	226	56	funding	fund	VERB
cblr-1724	226	57	female	female	ADJ
cblr-1724	226	58	entrepreneurs	entrepreneur	NOUN
cblr-1724	226	59	ultimately	ultimately	ADV
cblr-1724	226	60	receive	receive	VERB
cblr-1724	226	61	;	;	PUNCT
cblr-1724	226	62	rather	rather	ADV
cblr-1724	226	63	,	,	PUNCT
cblr-1724	226	64	only	only	ADV
cblr-1724	226	65	certain	certain	ADJ
cblr-1724	226	66	types	type	NOUN
cblr-1724	226	67	of	of	ADP
cblr-1724	226	68	women	woman	NOUN
cblr-1724	226	69	are	be	AUX
cblr-1724	226	70	more	more	ADV
cblr-1724	226	71	likely	likely	ADJ
cblr-1724	226	72	to	to	PART
cblr-1724	226	73	engage	engage	VERB
cblr-1724	226	74	in	in	ADP
cblr-1724	226	75	“	"	PUNCT
cblr-1724	226	76	activism	activism	NOUN
cblr-1724	226	77	”	"	PUNCT
cblr-1724	226	78	to	to	PART
cblr-1724	226	79	help	help	VERB
cblr-1724	226	80	female	female	ADJ
cblr-1724	226	81	entrepreneurs	entrepreneur	NOUN
cblr-1724	226	82	whom	whom	PRON
cblr-1724	226	83	they	they	PRON
cblr-1724	226	84	perceive	perceive	VERB
cblr-1724	226	85	as	as	SCONJ
cblr-1724	226	86	similarly	similarly	ADV
cblr-1724	226	87	disadvantaged	disadvantage	VERB
cblr-1724	226	88	in	in	ADP
cblr-1724	226	89	their	their	PRON
cblr-1724	226	90	field	field	NOUN
cblr-1724	226	91	because	because	SCONJ
cblr-1724	226	92	of	of	ADP
cblr-1724	226	93	their	their	PRON
cblr-1724	226	94	gender.103	gender.103	NOUN
cblr-1724	226	95	therefore	therefore	ADV
cblr-1724	226	96	,	,	PUNCT
cblr-1724	226	97	efforts	effort	NOUN
cblr-1724	226	98	must	must	AUX
cblr-1724	226	99	be	be	AUX
cblr-1724	226	100	made	make	VERB
cblr-1724	226	101	not	not	PART
cblr-1724	226	102	only	only	ADV
cblr-1724	226	103	to	to	PART
cblr-1724	226	104	ensure	ensure	VERB
cblr-1724	226	105	that	that	SCONJ
cblr-1724	226	106	female	female	ADJ
cblr-1724	226	107	representation	representation	NOUN
cblr-1724	226	108	is	be	AUX
cblr-1724	226	109	sufficient	sufficient	ADJ
cblr-1724	226	110	in	in	ADP
cblr-1724	226	111	venture	venture	NOUN
cblr-1724	226	112	capital	capital	NOUN
cblr-1724	226	113	and	and	CCONJ
cblr-1724	226	114	other	other	ADJ
cblr-1724	226	115	financing	financing	NOUN
cblr-1724	226	116	-	-	PUNCT
cblr-1724	226	117	related	relate	VERB
cblr-1724	226	118	avenues	avenue	NOUN
cblr-1724	226	119	,	,	PUNCT
cblr-1724	226	120	but	but	CCONJ
cblr-1724	226	121	that	that	SCONJ
cblr-1724	226	122	the	the	DET
cblr-1724	226	123	female	female	ADJ
cblr-1724	226	124	representation	representation	NOUN
cblr-1724	226	125	is	be	AUX
cblr-1724	226	126	comprised	comprise	VERB
cblr-1724	226	127	of	of	ADP
cblr-1724	226	128	women	woman	NOUN
cblr-1724	226	129	who	who	PRON
cblr-1724	226	130	are	be	AUX
cblr-1724	226	131	99	99	NUM
cblr-1724	226	132	women	woman	NOUN
cblr-1724	226	133	in	in	ADP
cblr-1724	226	134	stem	stem	NOUN
cblr-1724	226	135	,	,	PUNCT
cblr-1724	226	136	office	office	NOUN
cblr-1724	226	137	of	of	ADP
cblr-1724	226	138	science	science	NOUN
cblr-1724	226	139	and	and	CCONJ
cblr-1724	226	140	technology	technology	NOUN
cblr-1724	226	141	policy	policy	NOUN
cblr-1724	226	142	,	,	PUNCT
cblr-1724	226	143	https://obamawhitehouse.archives.gov/administration/eop/ostp/women	https://obamawhitehouse.archives.gov/administration/eop/ostp/women	VERB
cblr-1724	226	144	[	[	X
cblr-1724	226	145	https://perma.cc/a9jr-dfnu	https://perma.cc/a9jr-dfnu	X
cblr-1724	226	146	]	]	X
cblr-1724	226	147	(	(	PUNCT
cblr-1724	226	148	last	last	ADV
cblr-1724	226	149	visited	visit	VERB
cblr-1724	226	150	july	july	PROPN
cblr-1724	226	151	12	12	NUM
cblr-1724	226	152	,	,	PUNCT
cblr-1724	226	153	2017	2017	NUM
cblr-1724	226	154	)	)	PUNCT
cblr-1724	226	155	.	.	PUNCT
cblr-1724	227	1	100	100	NUM
cblr-1724	227	2	coleman	coleman	PROPN
cblr-1724	227	3	&	&	CCONJ
cblr-1724	227	4	robb	robb	PROPN
cblr-1724	227	5	,	,	PUNCT
cblr-1724	227	6	supra	supra	PROPN
cblr-1724	227	7	note	note	NOUN
cblr-1724	227	8	58	58	NUM
cblr-1724	227	9	,	,	PUNCT
cblr-1724	227	10	at	at	ADP
cblr-1724	227	11	6–7	6–7	NUM
cblr-1724	227	12	.	.	PUNCT
cblr-1724	228	1	101	101	NUM
cblr-1724	228	2	i	i	PRON
cblr-1724	228	3	d.	d.	PROPN
cblr-1724	228	4	at	at	ADP
cblr-1724	228	5	7	7	NUM
cblr-1724	228	6	(	(	PUNCT
cblr-1724	228	7	quoting	quote	VERB
cblr-1724	228	8	helene	helene	PROPN
cblr-1724	228	9	ahl	ahl	PROPN
cblr-1724	228	10	,	,	PUNCT
cblr-1724	228	11	why	why	SCONJ
cblr-1724	228	12	research	research	NOUN
cblr-1724	228	13	on	on	ADP
cblr-1724	228	14	women	woman	NOUN
cblr-1724	228	15	entrepreneurs	entrepreneur	NOUN
cblr-1724	228	16	needs	need	VERB
cblr-1724	228	17	new	new	ADJ
cblr-1724	228	18	directions	direction	NOUN
cblr-1724	228	19	,	,	PUNCT
cblr-1724	228	20	30	30	NUM
cblr-1724	228	21	entrepreneurship	entrepreneurship	NOUN
cblr-1724	228	22	theory	theory	NOUN
cblr-1724	228	23	&	&	CCONJ
cblr-1724	228	24	prac	prac	PROPN
cblr-1724	228	25	.	.	PROPN
cblr-1724	229	1	595	595	NUM
cblr-1724	229	2	,	,	PUNCT
cblr-1724	229	3	595	595	NUM
cblr-1724	229	4	(	(	PUNCT
cblr-1724	229	5	2006	2006	NUM
cblr-1724	229	6	)	)	PUNCT
cblr-1724	229	7	)	)	PUNCT
cblr-1724	229	8	.	.	PUNCT
cblr-1724	230	1	102	102	NUM
cblr-1724	230	2	see	see	VERB
cblr-1724	230	3	supra	supra	ADJ
cblr-1724	230	4	text	text	NOUN
cblr-1724	230	5	accompanying	accompany	VERB
cblr-1724	230	6	notes	note	NOUN
cblr-1724	230	7	92–97	92–97	NUM
cblr-1724	230	8	for	for	ADP
cblr-1724	230	9	gender	gender	NOUN
cblr-1724	230	10	statistics	statistic	NOUN
cblr-1724	230	11	in	in	ADP
cblr-1724	230	12	the	the	DET
cblr-1724	230	13	venture	venture	NOUN
cblr-1724	230	14	capital	capital	NOUN
cblr-1724	230	15	industry	industry	NOUN
cblr-1724	230	16	.	.	PUNCT
cblr-1724	231	1	103	103	NUM
cblr-1724	231	2	see	see	VERB
cblr-1724	231	3	greenberg	greenberg	PROPN
cblr-1724	231	4	&	&	CCONJ
cblr-1724	231	5	mollick	mollick	PROPN
cblr-1724	231	6	,	,	PUNCT
cblr-1724	231	7	supra	supra	PROPN
cblr-1724	231	8	note	note	PROPN
cblr-1724	231	9	77	77	NUM
cblr-1724	231	10	,	,	PUNCT
cblr-1724	231	11	at	at	ADP
cblr-1724	231	12	38	38	NUM
cblr-1724	231	13	.	.	PUNCT
cblr-1724	232	1	brandt	brandt	PROPN
cblr-1724	232	2	–	–	PUNCT
cblr-1724	232	3	final	final	ADJ
cblr-1724	232	4	no	no	NOUN
cblr-1724	232	5	.	.	NOUN
cblr-1724	232	6	2:807	2:807	NUM
cblr-1724	232	7	]	]	PUNCT
cblr-1724	232	8	women	woman	NOUN
cblr-1724	232	9	-	-	PUNCT
cblr-1724	232	10	owned	own	VERB
cblr-1724	232	11	businesses	business	NOUN
cblr-1724	232	12	’	'	PUNCT
cblr-1724	232	13	access	access	NOUN
cblr-1724	232	14	to	to	ADP
cblr-1724	232	15	capital	capital	NOUN
cblr-1724	232	16	827	827	NUM
cblr-1724	232	17	sympathetic	sympathetic	ADJ
cblr-1724	232	18	to	to	ADP
cblr-1724	232	19	the	the	DET
cblr-1724	232	20	difficult	difficult	ADJ
cblr-1724	232	21	financial	financial	ADJ
cblr-1724	232	22	circumstances	circumstance	NOUN
cblr-1724	232	23	that	that	PRON
cblr-1724	232	24	wobs	wob	VERB
cblr-1724	232	25	face	face	NOUN
cblr-1724	232	26	.	.	PUNCT
cblr-1724	233	1	several	several	ADJ
cblr-1724	233	2	of	of	ADP
cblr-1724	233	3	these	these	DET
cblr-1724	233	4	factors	factor	NOUN
cblr-1724	233	5	may	may	AUX
cblr-1724	233	6	contribute	contribute	VERB
cblr-1724	233	7	to	to	ADP
cblr-1724	233	8	findings	finding	NOUN
cblr-1724	233	9	that	that	SCONJ
cblr-1724	233	10	women	woman	NOUN
cblr-1724	233	11	seek	seek	VERB
cblr-1724	233	12	equity	equity	NOUN
cblr-1724	233	13	financing	financing	NOUN
cblr-1724	233	14	significantly	significantly	ADV
cblr-1724	233	15	less	less	ADV
cblr-1724	233	16	often	often	ADV
cblr-1724	233	17	than	than	ADP
cblr-1724	233	18	their	their	PRON
cblr-1724	233	19	male	male	ADJ
cblr-1724	233	20	counterparts.104	counterparts.104	NOUN
cblr-1724	233	21	even	even	ADV
cblr-1724	233	22	when	when	SCONJ
cblr-1724	233	23	considering	consider	VERB
cblr-1724	233	24	debt	debt	NOUN
cblr-1724	233	25	rather	rather	ADV
cblr-1724	233	26	than	than	ADP
cblr-1724	233	27	equity	equity	NOUN
cblr-1724	233	28	,	,	PUNCT
cblr-1724	233	29	studies	study	NOUN
cblr-1724	233	30	show	show	VERB
cblr-1724	233	31	that	that	SCONJ
cblr-1724	233	32	women	woman	NOUN
cblr-1724	233	33	are	be	AUX
cblr-1724	233	34	less	less	ADV
cblr-1724	233	35	likely	likely	ADJ
cblr-1724	233	36	to	to	PART
cblr-1724	233	37	apply	apply	VERB
cblr-1724	233	38	for	for	ADP
cblr-1724	233	39	loans	loan	NOUN
cblr-1724	233	40	,	,	PUNCT
cblr-1724	233	41	less	less	ADV
cblr-1724	233	42	likely	likely	ADJ
cblr-1724	233	43	to	to	PART
cblr-1724	233	44	anticipate	anticipate	VERB
cblr-1724	233	45	loan	loan	NOUN
cblr-1724	233	46	grants	grant	NOUN
cblr-1724	233	47	,	,	PUNCT
cblr-1724	233	48	and	and	CCONJ
cblr-1724	233	49	more	more	ADV
cblr-1724	233	50	likely	likely	ADJ
cblr-1724	233	51	to	to	PART
cblr-1724	233	52	apply	apply	VERB
cblr-1724	233	53	for	for	ADP
cblr-1724	233	54	smaller	small	ADJ
cblr-1724	233	55	amounts	amount	NOUN
cblr-1724	233	56	of	of	ADP
cblr-1724	233	57	loans	loan	NOUN
cblr-1724	233	58	than	than	SCONJ
cblr-1724	233	59	their	their	PRON
cblr-1724	233	60	male	male	ADJ
cblr-1724	233	61	counterparts.105	counterparts.105	ADJ
cblr-1724	233	62	women	woman	NOUN
cblr-1724	233	63	are	be	AUX
cblr-1724	233	64	more	more	ADV
cblr-1724	233	65	likely	likely	ADJ
cblr-1724	233	66	to	to	PART
cblr-1724	233	67	apply	apply	VERB
cblr-1724	233	68	for	for	ADP
cblr-1724	233	69	fewer	few	ADJ
cblr-1724	233	70	loans	loan	NOUN
cblr-1724	233	71	or	or	CCONJ
cblr-1724	233	72	to	to	PART
cblr-1724	233	73	forego	forego	NOUN
cblr-1724	233	74	applying	apply	VERB
cblr-1724	233	75	for	for	ADP
cblr-1724	233	76	loans	loan	NOUN
cblr-1724	233	77	at	at	ADV
cblr-1724	233	78	all	all	ADV
cblr-1724	233	79	because	because	SCONJ
cblr-1724	233	80	of	of	ADP
cblr-1724	233	81	a	a	DET
cblr-1724	233	82	fear	fear	NOUN
cblr-1724	233	83	of	of	ADP
cblr-1724	233	84	denial	denial	NOUN
cblr-1724	233	85	of	of	ADP
cblr-1724	233	86	the	the	DET
cblr-1724	233	87	loan	loan	NOUN
cblr-1724	233	88	application.106	application.106	NOUN
cblr-1724	233	89	though	though	SCONJ
cblr-1724	233	90	this	this	DET
cblr-1724	233	91	funding	funding	NOUN
cblr-1724	233	92	might	might	AUX
cblr-1724	233	93	be	be	AUX
cblr-1724	233	94	indispensible	indispensible	ADJ
cblr-1724	233	95	for	for	ADP
cblr-1724	233	96	their	their	PRON
cblr-1724	233	97	business	business	NOUN
cblr-1724	233	98	,	,	PUNCT
cblr-1724	233	99	women	woman	NOUN
cblr-1724	233	100	lag	lag	VERB
cblr-1724	233	101	in	in	ADP
cblr-1724	233	102	asking	ask	VERB
cblr-1724	233	103	for	for	ADP
cblr-1724	233	104	and	and	CCONJ
cblr-1724	233	105	receiving	receive	VERB
cblr-1724	233	106	each	each	DET
cblr-1724	233	107	potential	potential	ADJ
cblr-1724	233	108	source	source	NOUN
cblr-1724	233	109	of	of	ADP
cblr-1724	233	110	capital	capital	NOUN
cblr-1724	233	111	.	.	PUNCT
cblr-1724	234	1	in	in	ADP
cblr-1724	234	2	short	short	ADJ
cblr-1724	234	3	,	,	PUNCT
cblr-1724	234	4	wobs	wob	NOUN
cblr-1724	234	5	are	be	AUX
cblr-1724	234	6	significantly	significantly	ADV
cblr-1724	234	7	less	less	ADV
cblr-1724	234	8	likely	likely	ADJ
cblr-1724	234	9	than	than	ADP
cblr-1724	234	10	their	their	PRON
cblr-1724	234	11	male	male	NOUN
cblr-1724	234	12	-	-	PUNCT
cblr-1724	234	13	owned	own	VERB
cblr-1724	234	14	counterparts	counterpart	NOUN
cblr-1724	234	15	to	to	PART
cblr-1724	234	16	access	access	VERB
cblr-1724	234	17	either	either	CCONJ
cblr-1724	234	18	debt	debt	NOUN
cblr-1724	234	19	or	or	CCONJ
cblr-1724	234	20	equity	equity	NOUN
cblr-1724	234	21	capital	capital	NOUN
cblr-1724	234	22	,	,	PUNCT
cblr-1724	234	23	and	and	CCONJ
cblr-1724	234	24	when	when	SCONJ
cblr-1724	234	25	they	they	PRON
cblr-1724	234	26	do	do	VERB
cblr-1724	234	27	,	,	PUNCT
cblr-1724	234	28	they	they	PRON
cblr-1724	234	29	access	access	VERB
cblr-1724	234	30	either	either	CCONJ
cblr-1724	234	31	option	option	NOUN
cblr-1724	234	32	to	to	ADP
cblr-1724	234	33	a	a	DET
cblr-1724	234	34	much	much	ADV
cblr-1724	234	35	lesser	less	ADJ
cblr-1724	234	36	extent	extent	NOUN
cblr-1724	234	37	than	than	SCONJ
cblr-1724	234	38	do	do	VERB
cblr-1724	234	39	male	male	ADJ
cblr-1724	234	40	founders	founder	NOUN
cblr-1724	234	41	.	.	PUNCT
cblr-1724	235	1	this	this	DET
cblr-1724	235	2	lack	lack	NOUN
cblr-1724	235	3	of	of	ADP
cblr-1724	235	4	capital	capital	NOUN
cblr-1724	235	5	can	can	AUX
cblr-1724	235	6	prematurely	prematurely	ADV
cblr-1724	235	7	limit	limit	VERB
cblr-1724	235	8	an	an	DET
cblr-1724	235	9	enterprise	enterprise	NOUN
cblr-1724	235	10	’s	’s	PART
cblr-1724	235	11	growth	growth	NOUN
cblr-1724	235	12	,	,	PUNCT
cblr-1724	235	13	or	or	CCONJ
cblr-1724	235	14	even	even	ADV
cblr-1724	235	15	its	its	PRON
cblr-1724	235	16	overall	overall	ADJ
cblr-1724	235	17	ability	ability	NOUN
cblr-1724	235	18	to	to	PART
cblr-1724	235	19	successfully	successfully	ADV
cblr-1724	235	20	continue	continue	VERB
cblr-1724	235	21	as	as	ADP
cblr-1724	235	22	a	a	DET
cblr-1724	235	23	going	go	VERB
cblr-1724	235	24	concern.107	concern.107	NOUN
cblr-1724	235	25	this	this	DET
cblr-1724	235	26	disparate	disparate	ADJ
cblr-1724	235	27	access	access	NOUN
cblr-1724	235	28	to	to	ADP
cblr-1724	235	29	capital	capital	NOUN
cblr-1724	235	30	could	could	AUX
cblr-1724	235	31	explain	explain	VERB
cblr-1724	235	32	the	the	DET
cblr-1724	235	33	recent	recent	ADJ
cblr-1724	235	34	plateau	plateau	NOUN
cblr-1724	235	35	in	in	ADP
cblr-1724	235	36	creation	creation	NOUN
cblr-1724	235	37	of	of	ADP
cblr-1724	235	38	wobs	wob	NOUN
cblr-1724	235	39	and	and	CCONJ
cblr-1724	235	40	their	their	PRON
cblr-1724	235	41	ongoing	ongoing	ADJ
cblr-1724	235	42	struggle	struggle	NOUN
cblr-1724	235	43	to	to	PART
cblr-1724	235	44	reach	reach	VERB
cblr-1724	235	45	high	high	ADJ
cblr-1724	235	46	-	-	PUNCT
cblr-1724	235	47	growth	growth	NOUN
cblr-1724	235	48	phases.108	phases.108	NOUN
cblr-1724	235	49	to	to	AUX
cblr-1724	235	50	re	re	VERB
cblr-1724	235	51	-	-	VERB
cblr-1724	235	52	tap	tap	VERB
cblr-1724	235	53	the	the	DET
cblr-1724	235	54	“	"	PUNCT
cblr-1724	235	55	gold	gold	NOUN
cblr-1724	235	56	mine	mine	NOUN
cblr-1724	235	57	”	"	PUNCT
cblr-1724	235	58	of	of	ADP
cblr-1724	235	59	women	woman	NOUN
cblr-1724	235	60	as	as	ADP
cblr-1724	235	61	drivers	driver	NOUN
cblr-1724	235	62	of	of	ADP
cblr-1724	235	63	the	the	DET
cblr-1724	235	64	workforce	workforce	NOUN
cblr-1724	235	65	and	and	CCONJ
cblr-1724	235	66	the	the	DET
cblr-1724	235	67	economy	economy	NOUN
cblr-1724	235	68	,	,	PUNCT
cblr-1724	235	69	the	the	DET
cblr-1724	235	70	federal	federal	ADJ
cblr-1724	235	71	government	government	NOUN
cblr-1724	235	72	must	must	AUX
cblr-1724	235	73	engage	engage	VERB
cblr-1724	235	74	in	in	ADP
cblr-1724	235	75	more	more	ADV
cblr-1724	235	76	effective	effective	ADJ
cblr-1724	235	77	methods	method	NOUN
cblr-1724	235	78	of	of	ADP
cblr-1724	235	79	providing	provide	VERB
cblr-1724	235	80	access	access	NOUN
cblr-1724	235	81	to	to	ADP
cblr-1724	235	82	capital	capital	NOUN
cblr-1724	235	83	for	for	ADP
cblr-1724	235	84	female	female	ADJ
cblr-1724	235	85	entrepreneurs.109	entrepreneurs.109	VERB
cblr-1724	235	86	c.	c.	NOUN
cblr-1724	235	87	crowdfunding	crowdfunding	NOUN
cblr-1724	235	88	and	and	CCONJ
cblr-1724	235	89	the	the	DET
cblr-1724	235	90	crowdfund	crowdfund	PROPN
cblr-1724	235	91	act	act	PROPN
cblr-1724	235	92	crowdfunding	crowdfunding	NOUN
cblr-1724	235	93	is	be	AUX
cblr-1724	235	94	a	a	DET
cblr-1724	235	95	relatively	relatively	ADV
cblr-1724	235	96	new	new	ADJ
cblr-1724	235	97	term	term	NOUN
cblr-1724	235	98	and	and	CCONJ
cblr-1724	235	99	was	be	AUX
cblr-1724	235	100	first	first	ADV
cblr-1724	235	101	used	use	VERB
cblr-1724	235	102	to	to	PART
cblr-1724	235	103	facilitate	facilitate	VERB
cblr-1724	235	104	donations	donation	NOUN
cblr-1724	235	105	or	or	CCONJ
cblr-1724	235	106	product	product	NOUN
cblr-1724	235	107	pre	pre	NOUN
cblr-1724	235	108	-	-	NOUN
cblr-1724	235	109	purchases	purchase	NOUN
cblr-1724	235	110	rather	rather	ADV
cblr-1724	235	111	than	than	ADP
cblr-1724	235	112	104	104	NUM
cblr-1724	235	113	orser	orser	NOUN
cblr-1724	235	114	,	,	PUNCT
cblr-1724	235	115	supra	supra	PROPN
cblr-1724	235	116	note	note	NOUN
cblr-1724	235	117	75	75	NUM
cblr-1724	235	118	,	,	PUNCT
cblr-1724	235	119	at	at	ADP
cblr-1724	235	120	655	655	NUM
cblr-1724	235	121	.	.	PUNCT
cblr-1724	236	1	105	105	NUM
cblr-1724	236	2	robb	robb	PROPN
cblr-1724	236	3	&	&	CCONJ
cblr-1724	236	4	coleman	coleman	PROPN
cblr-1724	236	5	,	,	PUNCT
cblr-1724	236	6	supra	supra	PROPN
cblr-1724	236	7	note	note	PROPN
cblr-1724	236	8	62	62	NUM
cblr-1724	236	9	,	,	PUNCT
cblr-1724	236	10	at	at	ADP
cblr-1724	236	11	37	37	NUM
cblr-1724	236	12	.	.	NOUN
cblr-1724	236	13	106	106	NUM
cblr-1724	236	14	coleman	coleman	PROPN
cblr-1724	236	15	&	&	CCONJ
cblr-1724	236	16	robb	robb	PROPN
cblr-1724	236	17	,	,	PUNCT
cblr-1724	236	18	supra	supra	PROPN
cblr-1724	236	19	note	note	NOUN
cblr-1724	236	20	58	58	NUM
cblr-1724	236	21	,	,	PUNCT
cblr-1724	236	22	at	at	ADP
cblr-1724	236	23	15–16	15–16	NUM
cblr-1724	236	24	.	.	PUNCT
cblr-1724	237	1	107	107	NUM
cblr-1724	237	2	brush	brush	NOUN
cblr-1724	237	3	et	et	PROPN
cblr-1724	237	4	al	al	PROPN
cblr-1724	237	5	.	.	PROPN
cblr-1724	237	6	,	,	PUNCT
cblr-1724	237	7	supra	supra	PROPN
cblr-1724	237	8	note	note	VERB
cblr-1724	237	9	59	59	NUM
cblr-1724	237	10	,	,	PUNCT
cblr-1724	237	11	at	at	ADP
cblr-1724	237	12	3–4	3–4	NUM
cblr-1724	237	13	.	.	NOUN
cblr-1724	237	14	108	108	NUM
cblr-1724	237	15	see	see	VERB
cblr-1724	237	16	section	section	NOUN
cblr-1724	237	17	ii.a	ii.a	PROPN
cblr-1724	237	18	.	.	PUNCT
cblr-1724	238	1	109	109	NUM
cblr-1724	238	2	see	see	NOUN
cblr-1724	238	3	h.r	h.r	PROPN
cblr-1724	238	4	.	.	PROPN
cblr-1724	238	5	rep	rep	PROPN
cblr-1724	239	1	no	no	PROPN
cblr-1724	239	2	.	.	PROPN
cblr-1724	239	3	100	100	NUM
cblr-1724	239	4	-	-	NUM
cblr-1724	239	5	736	736	NUM
cblr-1724	239	6	,	,	PUNCT
cblr-1724	239	7	at	at	ADP
cblr-1724	239	8	15–16	15–16	NUM
cblr-1724	239	9	(	(	PUNCT
cblr-1724	239	10	1988	1988	NUM
cblr-1724	239	11	)	)	PUNCT
cblr-1724	239	12	.	.	PUNCT
cblr-1724	240	1	brandt	brandt	PROPN
cblr-1724	240	2	–	–	PUNCT
cblr-1724	240	3	final	final	ADJ
cblr-1724	240	4	828	828	NUM
cblr-1724	240	5	columbia	columbia	PROPN
cblr-1724	240	6	business	business	NOUN
cblr-1724	240	7	law	law	PROPN
cblr-1724	240	8	review	review	NOUN
cblr-1724	240	9	[	[	X
cblr-1724	240	10	vol	vol	NOUN
cblr-1724	240	11	.	.	NOUN
cblr-1724	240	12	2017	2017	NUM
cblr-1724	240	13	to	to	PART
cblr-1724	240	14	issue	issue	VERB
cblr-1724	241	1	equity	equity	NOUN
cblr-1724	241	2	securities.110	securities.110	VERB
cblr-1724	242	1	the	the	DET
cblr-1724	242	2	idea	idea	NOUN
cblr-1724	242	3	of	of	ADP
cblr-1724	242	4	crowdfunding	crowdfunding	NOUN
cblr-1724	242	5	grew	grow	VERB
cblr-1724	242	6	out	out	ADP
cblr-1724	242	7	of	of	ADP
cblr-1724	242	8	the	the	DET
cblr-1724	242	9	combination	combination	NOUN
cblr-1724	242	10	of	of	ADP
cblr-1724	242	11	“	"	PUNCT
cblr-1724	242	12	crowdsourcing	crowdsourcing	NOUN
cblr-1724	242	13	,	,	PUNCT
cblr-1724	242	14	”	"	PUNCT
cblr-1724	242	15	which	which	PRON
cblr-1724	242	16	applies	apply	VERB
cblr-1724	242	17	the	the	DET
cblr-1724	242	18	theory	theory	NOUN
cblr-1724	242	19	that	that	SCONJ
cblr-1724	242	20	a	a	DET
cblr-1724	242	21	group	group	NOUN
cblr-1724	242	22	of	of	ADP
cblr-1724	242	23	individuals	individual	NOUN
cblr-1724	242	24	can	can	AUX
cblr-1724	242	25	,	,	PUNCT
cblr-1724	242	26	on	on	ADP
cblr-1724	242	27	average	average	ADJ
cblr-1724	242	28	,	,	PUNCT
cblr-1724	242	29	find	find	VERB
cblr-1724	242	30	better	well	ADJ
cblr-1724	242	31	solutions	solution	NOUN
cblr-1724	242	32	to	to	ADP
cblr-1724	242	33	problems	problem	NOUN
cblr-1724	242	34	than	than	ADP
cblr-1724	242	35	any	any	DET
cblr-1724	242	36	one	one	NUM
cblr-1724	242	37	individual	individual	NOUN
cblr-1724	242	38	,	,	PUNCT
cblr-1724	242	39	and	and	CCONJ
cblr-1724	242	40	microfinance.111	microfinance.111	ADJ
cblr-1724	242	41	crowdfunding	crowdfunding	NOUN
cblr-1724	242	42	simply	simply	ADV
cblr-1724	242	43	accesses	access	VERB
cblr-1724	242	44	the	the	DET
cblr-1724	242	45	power	power	NOUN
cblr-1724	242	46	of	of	ADP
cblr-1724	242	47	the	the	DET
cblr-1724	242	48	public	public	NOUN
cblr-1724	242	49	,	,	PUNCT
cblr-1724	242	50	usually	usually	ADV
cblr-1724	242	51	through	through	ADP
cblr-1724	242	52	the	the	DET
cblr-1724	242	53	internet	internet	NOUN
cblr-1724	242	54	,	,	PUNCT
cblr-1724	242	55	to	to	PART
cblr-1724	242	56	raise	raise	VERB
cblr-1724	242	57	money.112	money.112	NOUN
cblr-1724	242	58	this	this	DET
cblr-1724	242	59	sub	sub	NOUN
cblr-1724	242	60	-	-	NOUN
cblr-1724	242	61	section	section	NOUN
cblr-1724	242	62	first	first	ADV
cblr-1724	242	63	discusses	discuss	VERB
cblr-1724	242	64	the	the	DET
cblr-1724	242	65	history	history	NOUN
cblr-1724	242	66	of	of	ADP
cblr-1724	242	67	crowdfunding	crowdfunding	NOUN
cblr-1724	242	68	and	and	CCONJ
cblr-1724	242	69	its	its	PRON
cblr-1724	242	70	rapid	rapid	ADJ
cblr-1724	242	71	adoption	adoption	NOUN
cblr-1724	242	72	within	within	ADP
cblr-1724	242	73	the	the	DET
cblr-1724	242	74	united	united	PROPN
cblr-1724	242	75	states	states	PROPN
cblr-1724	242	76	,	,	PUNCT
cblr-1724	242	77	then	then	ADV
cblr-1724	242	78	discusses	discuss	VERB
cblr-1724	242	79	the	the	DET
cblr-1724	242	80	regulatory	regulatory	ADJ
cblr-1724	242	81	environment	environment	NOUN
cblr-1724	242	82	that	that	PRON
cblr-1724	242	83	prohibited	prohibit	VERB
cblr-1724	242	84	equity	equity	NOUN
cblr-1724	242	85	crowdfunding	crowdfunding	NOUN
cblr-1724	242	86	before	before	ADP
cblr-1724	242	87	the	the	DET
cblr-1724	242	88	promulgation	promulgation	NOUN
cblr-1724	242	89	of	of	ADP
cblr-1724	242	90	the	the	DET
cblr-1724	242	91	crowdfund	crowdfund	PROPN
cblr-1724	242	92	act	act	PROPN
cblr-1724	242	93	,	,	PUNCT
cblr-1724	242	94	and	and	CCONJ
cblr-1724	242	95	finally	finally	ADV
cblr-1724	242	96	explains	explain	VERB
cblr-1724	242	97	how	how	SCONJ
cblr-1724	242	98	specifically	specifically	ADV
cblr-1724	242	99	the	the	DET
cblr-1724	242	100	crowdfund	crowdfund	ADJ
cblr-1724	242	101	act	act	NOUN
cblr-1724	242	102	changed	change	VERB
cblr-1724	242	103	securities	security	NOUN
cblr-1724	242	104	regulations	regulation	NOUN
cblr-1724	242	105	in	in	ADP
cblr-1724	242	106	order	order	NOUN
cblr-1724	242	107	to	to	PART
cblr-1724	242	108	allow	allow	VERB
cblr-1724	242	109	for	for	ADP
cblr-1724	242	110	equity	equity	NOUN
cblr-1724	242	111	crowdfunding	crowdfunding	NOUN
cblr-1724	242	112	while	while	SCONJ
cblr-1724	242	113	still	still	ADV
cblr-1724	242	114	attempting	attempt	VERB
cblr-1724	242	115	to	to	PART
cblr-1724	242	116	prevent	prevent	VERB
cblr-1724	242	117	fraudulent	fraudulent	ADJ
cblr-1724	242	118	activities	activity	NOUN
cblr-1724	242	119	.	.	PUNCT
cblr-1724	243	1	1	1	X
cblr-1724	243	2	.	.	X
cblr-1724	243	3	the	the	DET
cblr-1724	243	4	meteoric	meteoric	ADJ
cblr-1724	243	5	rise	rise	NOUN
cblr-1724	243	6	of	of	ADP
cblr-1724	243	7	crowdfunding	crowdfunding	NOUN
cblr-1724	243	8	while	while	SCONJ
cblr-1724	243	9	there	there	PRON
cblr-1724	243	10	are	be	VERB
cblr-1724	243	11	several	several	ADJ
cblr-1724	243	12	models	model	NOUN
cblr-1724	243	13	of	of	ADP
cblr-1724	243	14	crowdfunding	crowdfunding	NOUN
cblr-1724	243	15	,	,	PUNCT
cblr-1724	243	16	including	include	VERB
cblr-1724	243	17	the	the	DET
cblr-1724	243	18	donation	donation	NOUN
cblr-1724	243	19	model	model	NOUN
cblr-1724	243	20	(	(	PUNCT
cblr-1724	243	21	or	or	CCONJ
cblr-1724	243	22	reward	reward	VERB
cblr-1724	243	23	model	model	NOUN
cblr-1724	243	24	)	)	PUNCT
cblr-1724	243	25	,	,	PUNCT
cblr-1724	243	26	the	the	DET
cblr-1724	243	27	prepurchase	prepurchase	ADJ
cblr-1724	243	28	model	model	NOUN
cblr-1724	243	29	,	,	PUNCT
cblr-1724	243	30	and	and	CCONJ
cblr-1724	243	31	the	the	DET
cblr-1724	243	32	lending	lending	NOUN
cblr-1724	243	33	model	model	NOUN
cblr-1724	243	34	,	,	PUNCT
cblr-1724	243	35	this	this	DET
cblr-1724	243	36	note	note	NOUN
cblr-1724	243	37	focuses	focus	VERB
cblr-1724	243	38	on	on	ADP
cblr-1724	243	39	the	the	DET
cblr-1724	243	40	equity	equity	NOUN
cblr-1724	243	41	model	model	NOUN
cblr-1724	243	42	,	,	PUNCT
cblr-1724	243	43	sometimes	sometimes	ADV
cblr-1724	243	44	called	call	VERB
cblr-1724	243	45	“	"	PUNCT
cblr-1724	243	46	equity	equity	NOUN
cblr-1724	243	47	crowdfunding	crowdfunding	NOUN
cblr-1724	243	48	”	"	PUNCT
cblr-1724	243	49	or	or	CCONJ
cblr-1724	243	50	“	"	PUNCT
cblr-1724	243	51	regulation	regulation	NOUN
cblr-1724	243	52	crowdfunding	crowdfunding	NOUN
cblr-1724	243	53	,	,	PUNCT
cblr-1724	243	54	”	"	PUNCT
cblr-1724	243	55	with	with	ADP
cblr-1724	243	56	examples	example	NOUN
cblr-1724	243	57	taken	take	VERB
cblr-1724	243	58	from	from	ADP
cblr-1724	243	59	the	the	DET
cblr-1724	243	60	reward	reward	NOUN
cblr-1724	243	61	model.113	model.113	NOUN
cblr-1724	243	62	this	this	DET
cblr-1724	243	63	note	note	NOUN
cblr-1724	243	64	uses	use	VERB
cblr-1724	243	65	equity	equity	NOUN
cblr-1724	243	66	crowdfunding	crowdfunding	NOUN
cblr-1724	243	67	and	and	CCONJ
cblr-1724	243	68	regulation	regulation	NOUN
cblr-1724	243	69	crowdfunding	crowdfunde	VERB
cblr-1724	243	70	interchangeably	interchangeably	ADV
cblr-1724	243	71	to	to	PART
cblr-1724	243	72	refer	refer	VERB
cblr-1724	243	73	to	to	ADP
cblr-1724	243	74	the	the	DET
cblr-1724	243	75	crowdfund	crowdfund	PROPN
cblr-1724	243	76	act	act	PROPN
cblr-1724	243	77	’s	’s	PART
cblr-1724	243	78	newly	newly	ADV
cblr-1724	243	79	allowable	allowable	ADJ
cblr-1724	243	80	investment	investment	NOUN
cblr-1724	243	81	opportunities.114	opportunities.114	NOUN
cblr-1724	243	82	110	110	NUM
cblr-1724	243	83	c.	c.	PROPN
cblr-1724	243	84	steven	steven	PROPN
cblr-1724	243	85	bradford	bradford	PROPN
cblr-1724	243	86	,	,	PUNCT
cblr-1724	243	87	crowdfunding	crowdfunding	NOUN
cblr-1724	243	88	and	and	CCONJ
cblr-1724	243	89	the	the	DET
cblr-1724	243	90	federal	federal	ADJ
cblr-1724	243	91	securities	security	NOUN
cblr-1724	243	92	laws	law	NOUN
cblr-1724	243	93	,	,	PUNCT
cblr-1724	243	94	2012	2012	NUM
cblr-1724	243	95	colum	colum	NOUN
cblr-1724	243	96	.	.	PUNCT
cblr-1724	244	1	bus	bus	NOUN
cblr-1724	244	2	.	.	PUNCT
cblr-1724	245	1	l.	l.	PROPN
cblr-1724	245	2	rev	rev	PROPN
cblr-1724	245	3	.	.	PROPN
cblr-1724	245	4	1	1	NUM
cblr-1724	245	5	,	,	PUNCT
cblr-1724	245	6	10–11	10–11	NUM
cblr-1724	245	7	(	(	PUNCT
cblr-1724	245	8	2012	2012	NUM
cblr-1724	245	9	)	)	PUNCT
cblr-1724	245	10	.	.	PUNCT
cblr-1724	246	1	111	111	NUM
cblr-1724	247	1	i	i	PRON
cblr-1724	247	2	d.	d.	PROPN
cblr-1724	247	3	at	at	ADP
cblr-1724	247	4	29	29	NUM
cblr-1724	247	5	;	;	PUNCT
cblr-1724	247	6	john	john	PROPN
cblr-1724	247	7	s.	s.	PROPN
cblr-1724	247	8	wroldsen	wroldsen	PROPN
cblr-1724	247	9	,	,	PUNCT
cblr-1724	247	10	the	the	DET
cblr-1724	247	11	crowdfund	crowdfund	PROPN
cblr-1724	247	12	act	act	PROPN
cblr-1724	247	13	’s	’s	PART
cblr-1724	247	14	strange	strange	ADJ
cblr-1724	247	15	bedfellows	bedfellow	NOUN
cblr-1724	247	16	:	:	PUNCT
cblr-1724	247	17	democracy	democracy	NOUN
cblr-1724	247	18	and	and	CCONJ
cblr-1724	247	19	start	start	VERB
cblr-1724	247	20	-	-	PUNCT
cblr-1724	247	21	up	up	ADP
cblr-1724	247	22	company	company	NOUN
cblr-1724	247	23	investing	investing	NOUN
cblr-1724	247	24	,	,	PUNCT
cblr-1724	247	25	62	62	NUM
cblr-1724	247	26	kan	kan	X
cblr-1724	247	27	.	.	PUNCT
cblr-1724	248	1	l.	l.	PROPN
cblr-1724	248	2	rev	rev	PROPN
cblr-1724	248	3	.	.	PROPN
cblr-1724	248	4	357	357	NUM
cblr-1724	248	5	,	,	PUNCT
cblr-1724	248	6	359–60	359–60	PROPN
cblr-1724	248	7	(	(	PUNCT
cblr-1724	248	8	2013	2013	NUM
cblr-1724	248	9	)	)	PUNCT
cblr-1724	248	10	.	.	PUNCT
cblr-1724	249	1	112	112	NUM
cblr-1724	249	2	bradford	bradford	NOUN
cblr-1724	249	3	,	,	PUNCT
cblr-1724	249	4	supra	supra	PROPN
cblr-1724	249	5	note	note	PROPN
cblr-1724	249	6	110	110	NUM
cblr-1724	249	7	,	,	PUNCT
cblr-1724	249	8	at	at	ADP
cblr-1724	249	9	10	10	NUM
cblr-1724	249	10	.	.	X
cblr-1724	249	11	113	113	NUM
cblr-1724	250	1	i	i	PRON
cblr-1724	250	2	d.	d.	PROPN
cblr-1724	250	3	at	at	ADP
cblr-1724	250	4	14–15	14–15	NUM
cblr-1724	250	5	;	;	PUNCT
cblr-1724	250	6	david	david	PROPN
cblr-1724	250	7	mashburn	mashburn	PROPN
cblr-1724	250	8	,	,	PUNCT
cblr-1724	250	9	the	the	DET
cblr-1724	250	10	anti	anti	ADJ
cblr-1724	250	11	-	-	ADJ
cblr-1724	250	12	crowd	crowd	ADJ
cblr-1724	250	13	pleaser	pleaser	NOUN
cblr-1724	250	14	:	:	PUNCT
cblr-1724	250	15	fixing	fix	VERB
cblr-1724	250	16	the	the	DET
cblr-1724	250	17	crowdfund	crowdfund	ADJ
cblr-1724	250	18	act	act	PROPN
cblr-1724	250	19	’s	’s	PART
cblr-1724	250	20	hidden	hide	VERB
cblr-1724	250	21	risks	risk	NOUN
cblr-1724	250	22	and	and	CCONJ
cblr-1724	250	23	inadequate	inadequate	ADJ
cblr-1724	250	24	remedies	remedy	NOUN
cblr-1724	250	25	,	,	PUNCT
cblr-1724	250	26	63	63	NUM
cblr-1724	250	27	emory	emory	PROPN
cblr-1724	250	28	l.j	l.j	PROPN
cblr-1724	250	29	.	.	PROPN
cblr-1724	250	30	127	127	NUM
cblr-1724	250	31	,	,	PUNCT
cblr-1724	250	32	136	136	NUM
cblr-1724	250	33	(	(	PUNCT
cblr-1724	250	34	2013	2013	NUM
cblr-1724	250	35	)	)	PUNCT
cblr-1724	250	36	.	.	PUNCT
cblr-1724	251	1	114	114	NUM
cblr-1724	251	2	while	while	SCONJ
cblr-1724	251	3	this	this	DET
cblr-1724	251	4	note	note	NOUN
cblr-1724	251	5	refers	refer	VERB
cblr-1724	251	6	to	to	ADP
cblr-1724	251	7	“	"	PUNCT
cblr-1724	251	8	equity	equity	NOUN
cblr-1724	251	9	crowdfunding	crowdfunding	NOUN
cblr-1724	251	10	,	,	PUNCT
cblr-1724	251	11	”	"	PUNCT
cblr-1724	251	12	it	it	PRON
cblr-1724	251	13	should	should	AUX
cblr-1724	251	14	be	be	AUX
cblr-1724	251	15	noted	note	VERB
cblr-1724	251	16	that	that	SCONJ
cblr-1724	251	17	the	the	DET
cblr-1724	251	18	crowdfund	crowdfund	NOUN
cblr-1724	251	19	act	act	NOUN
cblr-1724	251	20	allows	allow	VERB
cblr-1724	251	21	for	for	ADP
cblr-1724	251	22	offerings	offering	NOUN
cblr-1724	251	23	of	of	ADP
cblr-1724	251	24	both	both	DET
cblr-1724	251	25	debt	debt	NOUN
cblr-1724	251	26	and	and	CCONJ
cblr-1724	251	27	equity	equity	NOUN
cblr-1724	251	28	,	,	PUNCT
cblr-1724	251	29	and	and	CCONJ
cblr-1724	251	30	no	no	DET
cblr-1724	251	31	distinction	distinction	NOUN
cblr-1724	251	32	was	be	AUX
cblr-1724	251	33	made	make	VERB
cblr-1724	251	34	between	between	ADP
cblr-1724	251	35	the	the	DET
cblr-1724	251	36	two	two	NUM
cblr-1724	251	37	during	during	ADP
cblr-1724	251	38	data	data	NOUN
cblr-1724	251	39	collection	collection	NOUN
cblr-1724	251	40	.	.	PUNCT
cblr-1724	252	1	brandt	brandt	PROPN
cblr-1724	252	2	–	–	PUNCT
cblr-1724	252	3	final	final	ADJ
cblr-1724	252	4	no	no	NOUN
cblr-1724	252	5	.	.	NOUN
cblr-1724	252	6	2:807	2:807	NUM
cblr-1724	252	7	]	]	PUNCT
cblr-1724	252	8	women	woman	NOUN
cblr-1724	252	9	-	-	PUNCT
cblr-1724	252	10	owned	own	VERB
cblr-1724	252	11	businesses	business	NOUN
cblr-1724	252	12	’	'	PUNCT
cblr-1724	252	13	access	access	NOUN
cblr-1724	252	14	to	to	ADP
cblr-1724	252	15	capital	capital	NOUN
cblr-1724	252	16	829	829	NUM
cblr-1724	252	17	while	while	SCONJ
cblr-1724	252	18	crowdfunding	crowdfunding	NOUN
cblr-1724	252	19	is	be	AUX
cblr-1724	252	20	a	a	DET
cblr-1724	252	21	relatively	relatively	ADV
cblr-1724	252	22	new	new	ADJ
cblr-1724	252	23	term	term	NOUN
cblr-1724	252	24	,	,	PUNCT
cblr-1724	252	25	the	the	DET
cblr-1724	252	26	concept	concept	NOUN
cblr-1724	252	27	and	and	CCONJ
cblr-1724	252	28	its	its	PRON
cblr-1724	252	29	precursors	precursor	NOUN
cblr-1724	252	30	have	have	AUX
cblr-1724	252	31	existed	exist	VERB
cblr-1724	252	32	for	for	ADP
cblr-1724	252	33	quite	quite	DET
cblr-1724	252	34	some	some	DET
cblr-1724	252	35	time.115	time.115	PROPN
cblr-1724	252	36	one	one	NUM
cblr-1724	252	37	of	of	ADP
cblr-1724	252	38	the	the	DET
cblr-1724	252	39	oft	oft	ADV
cblr-1724	252	40	-	-	PUNCT
cblr-1724	252	41	cited	cite	VERB
cblr-1724	252	42	first	first	ADJ
cblr-1724	252	43	examples	example	NOUN
cblr-1724	252	44	of	of	ADP
cblr-1724	252	45	crowdfunding	crowdfunding	NOUN
cblr-1724	252	46	occurred	occur	VERB
cblr-1724	252	47	after	after	SCONJ
cblr-1724	252	48	france	france	PROPN
cblr-1724	252	49	’s	’s	PART
cblr-1724	252	50	donation	donation	NOUN
cblr-1724	252	51	of	of	ADP
cblr-1724	252	52	the	the	DET
cblr-1724	252	53	statute	statute	NOUN
cblr-1724	252	54	of	of	ADP
cblr-1724	252	55	liberty	liberty	NOUN
cblr-1724	252	56	to	to	ADP
cblr-1724	252	57	the	the	DET
cblr-1724	252	58	united	united	PROPN
cblr-1724	252	59	states.116	states.116	PROPN
cblr-1724	252	60	the	the	DET
cblr-1724	252	61	granite	granite	NOUN
cblr-1724	252	62	pedestal	pedestal	NOUN
cblr-1724	252	63	upon	upon	SCONJ
cblr-1724	252	64	which	which	PRON
cblr-1724	252	65	the	the	DET
cblr-1724	252	66	statue	statue	NOUN
cblr-1724	252	67	sits	sit	VERB
cblr-1724	252	68	was	be	AUX
cblr-1724	252	69	partially	partially	ADV
cblr-1724	252	70	funded	fund	VERB
cblr-1724	252	71	with	with	ADP
cblr-1724	252	72	donations	donation	NOUN
cblr-1724	252	73	,	,	PUNCT
cblr-1724	252	74	many	many	ADJ
cblr-1724	252	75	of	of	ADP
cblr-1724	252	76	which	which	PRON
cblr-1724	252	77	were	be	AUX
cblr-1724	252	78	under	under	ADP
cblr-1724	252	79	one	one	NUM
cblr-1724	252	80	dollar	dollar	NOUN
cblr-1724	252	81	,	,	PUNCT
cblr-1724	252	82	from	from	ADP
cblr-1724	252	83	125,000	125,000	NUM
cblr-1724	252	84	people.117	people.117	NOUN
cblr-1724	252	85	with	with	ADP
cblr-1724	252	86	the	the	DET
cblr-1724	252	87	advent	advent	NOUN
cblr-1724	252	88	of	of	ADP
cblr-1724	252	89	the	the	DET
cblr-1724	252	90	internet	internet	NOUN
cblr-1724	252	91	,	,	PUNCT
cblr-1724	252	92	crowdfunding	crowdfunding	NOUN
cblr-1724	252	93	platforms	platform	NOUN
cblr-1724	252	94	developed	develop	VERB
cblr-1724	252	95	that	that	PRON
cblr-1724	252	96	could	could	AUX
cblr-1724	252	97	reach	reach	VERB
cblr-1724	252	98	a	a	DET
cblr-1724	252	99	far	far	ADV
cblr-1724	252	100	broader	broad	ADJ
cblr-1724	252	101	base	base	NOUN
cblr-1724	252	102	than	than	ADP
cblr-1724	252	103	ever	ever	ADV
cblr-1724	252	104	before.118	before.118	VERB
cblr-1724	252	105	artistshare	artistshare	VERB
cblr-1724	252	106	,	,	PUNCT
cblr-1724	252	107	an	an	DET
cblr-1724	252	108	early	early	ADJ
cblr-1724	252	109	crowdfunding	crowdfunding	NOUN
cblr-1724	252	110	platform	platform	NOUN
cblr-1724	252	111	,	,	PUNCT
cblr-1724	252	112	launched	launch	VERB
cblr-1724	252	113	in	in	ADP
cblr-1724	252	114	2003	2003	NUM
cblr-1724	252	115	and	and	CCONJ
cblr-1724	252	116	connected	connected	ADJ
cblr-1724	252	117	artists	artist	NOUN
cblr-1724	252	118	with	with	ADP
cblr-1724	252	119	a	a	DET
cblr-1724	252	120	fan	fan	NOUN
cblr-1724	252	121	base	base	NOUN
cblr-1724	252	122	willing	willing	ADJ
cblr-1724	252	123	to	to	PART
cblr-1724	252	124	invest	invest	VERB
cblr-1724	252	125	upfront	upfront	ADJ
cblr-1724	252	126	for	for	ADP
cblr-1724	252	127	the	the	DET
cblr-1724	252	128	promise	promise	NOUN
cblr-1724	252	129	of	of	ADP
cblr-1724	252	130	produced	produce	VERB
cblr-1724	252	131	music.119	music.119	NOUN
cblr-1724	252	132	artistshare	artistshare	NOUN
cblr-1724	252	133	considered	consider	VERB
cblr-1724	252	134	itself	itself	PRON
cblr-1724	252	135	a	a	DET
cblr-1724	252	136	“	"	PUNCT
cblr-1724	252	137	fan	fan	NOUN
cblr-1724	252	138	-	-	PUNCT
cblr-1724	252	139	funding	funding	NOUN
cblr-1724	252	140	platform	platform	NOUN
cblr-1724	252	141	”	"	PUNCT
cblr-1724	252	142	as	as	SCONJ
cblr-1724	252	143	crowdfunding	crowdfunding	NOUN
cblr-1724	252	144	had	have	VERB
cblr-1724	252	145	yet	yet	ADV
cblr-1724	252	146	to	to	PART
cblr-1724	252	147	become	become	VERB
cblr-1724	252	148	the	the	DET
cblr-1724	252	149	common	common	ADJ
cblr-1724	252	150	vernacular	vernacular	NOUN
cblr-1724	252	151	for	for	ADP
cblr-1724	252	152	such	such	ADJ
cblr-1724	252	153	platforms.120	platforms.120	ADJ
cblr-1724	252	154	indiegogo	indiegogo	NOUN
cblr-1724	252	155	,	,	PUNCT
cblr-1724	252	156	which	which	PRON
cblr-1724	252	157	was	be	AUX
cblr-1724	252	158	founded	found	VERB
cblr-1724	252	159	in	in	ADP
cblr-1724	252	160	2008	2008	NUM
cblr-1724	252	161	,	,	PUNCT
cblr-1724	252	162	and	and	CCONJ
cblr-1724	252	163	kickstarter	kickstarter	PROPN
cblr-1724	252	164	,	,	PUNCT
cblr-1724	252	165	which	which	PRON
cblr-1724	252	166	was	be	AUX
cblr-1724	252	167	founded	found	VERB
cblr-1724	252	168	in	in	ADP
cblr-1724	252	169	2009	2009	NUM
cblr-1724	252	170	,	,	PUNCT
cblr-1724	252	171	are	be	AUX
cblr-1724	252	172	the	the	DET
cblr-1724	252	173	leading	lead	VERB
cblr-1724	252	174	reward	reward	NOUN
cblr-1724	252	175	-	-	PUNCT
cblr-1724	252	176	based	base	VERB
cblr-1724	252	177	crowdfunding	crowdfunding	NOUN
cblr-1724	252	178	platforms	platform	NOUN
cblr-1724	252	179	today.121	today.121	VERB
cblr-1724	252	180	to	to	PART
cblr-1724	252	181	participate	participate	VERB
cblr-1724	252	182	in	in	ADP
cblr-1724	252	183	modern	modern	ADJ
cblr-1724	252	184	internet	internet	NOUN
cblr-1724	252	185	-	-	PUNCT
cblr-1724	252	186	based	base	VERB
cblr-1724	252	187	crowdfunding	crowdfunding	NOUN
cblr-1724	252	188	,	,	PUNCT
cblr-1724	252	189	a	a	DET
cblr-1724	252	190	potential	potential	ADJ
cblr-1724	252	191	“	"	PUNCT
cblr-1724	252	192	investor	investor	NOUN
cblr-1724	252	193	”	"	PUNCT
cblr-1724	252	194	may	may	AUX
cblr-1724	252	195	log	log	VERB
cblr-1724	252	196	on	on	ADP
cblr-1724	252	197	to	to	ADP
cblr-1724	252	198	a	a	DET
cblr-1724	252	199	“	"	PUNCT
cblr-1724	252	200	funding	funding	NOUN
cblr-1724	252	201	platform	platform	NOUN
cblr-1724	252	202	”	"	PUNCT
cblr-1724	252	203	(	(	PUNCT
cblr-1724	252	204	a	a	DET
cblr-1724	252	205	crowdfunding	crowdfunding	NOUN
cblr-1724	252	206	website	website	NOUN
cblr-1724	252	207	such	such	ADJ
cblr-1724	252	208	as	as	ADP
cblr-1724	252	209	kickstarter	kickstarter	PROPN
cblr-1724	252	210	,	,	PUNCT
cblr-1724	252	211	indiegogo	indiegogo	PROPN
cblr-1724	252	212	,	,	PUNCT
cblr-1724	252	213	or	or	CCONJ
cblr-1724	252	214	kiva	kiva	PROPN
cblr-1724	252	215	)	)	PUNCT
cblr-1724	252	216	,	,	PUNCT
cblr-1724	252	217	learn	learn	VERB
cblr-1724	252	218	about	about	ADP
cblr-1724	252	219	an	an	DET
cblr-1724	252	220	idea	idea	NOUN
cblr-1724	252	221	they	they	PRON
cblr-1724	252	222	would	would	AUX
cblr-1724	252	223	like	like	VERB
cblr-1724	252	224	to	to	PART
cblr-1724	252	225	see	see	VERB
cblr-1724	252	226	come	come	VERB
cblr-1724	252	227	to	to	ADP
cblr-1724	252	228	life	life	NOUN
cblr-1724	252	229	,	,	PUNCT
cblr-1724	252	230	115	115	NUM
cblr-1724	252	231	see	see	VERB
cblr-1724	252	232	generally	generally	ADV
cblr-1724	252	233	bradford	bradford	NOUN
cblr-1724	252	234	,	,	PUNCT
cblr-1724	252	235	supra	supra	PROPN
cblr-1724	252	236	note	note	NOUN
cblr-1724	253	1	110	110	NUM
cblr-1724	253	2	.	.	PUNCT
cblr-1724	254	1	116	116	NUM
cblr-1724	254	2	see	see	VERB
cblr-1724	254	3	kelly	kelly	PROPN
cblr-1724	254	4	mathews	mathews	PROPN
cblr-1724	254	5	,	,	PUNCT
cblr-1724	254	6	crowdfunding	crowdfunding	NOUN
cblr-1724	254	7	,	,	PUNCT
cblr-1724	254	8	everyone	everyone	PRON
cblr-1724	254	9	’s	’s	ADV
cblr-1724	254	10	doing	do	VERB
cblr-1724	254	11	it	it	PRON
cblr-1724	254	12	:	:	PUNCT
cblr-1724	254	13	why	why	SCONJ
cblr-1724	254	14	and	and	CCONJ
cblr-1724	254	15	how	how	SCONJ
cblr-1724	254	16	north	north	PROPN
cblr-1724	254	17	carolina	carolina	PROPN
cblr-1724	254	18	should	should	AUX
cblr-1724	254	19	too	too	ADV
cblr-1724	254	20	,	,	PUNCT
cblr-1724	254	21	94	94	NUM
cblr-1724	254	22	n.c	n.c	PROPN
cblr-1724	254	23	.	.	PROPN
cblr-1724	254	24	l.	l.	PROPN
cblr-1724	254	25	rev	rev	PROPN
cblr-1724	254	26	.	.	PROPN
cblr-1724	254	27	276	276	NUM
cblr-1724	254	28	,	,	PUNCT
cblr-1724	254	29	287–88	287–88	NUM
cblr-1724	254	30	(	(	PUNCT
cblr-1724	254	31	2015	2015	NUM
cblr-1724	254	32	)	)	PUNCT
cblr-1724	254	33	;	;	PUNCT
cblr-1724	254	34	alma	alma	PROPN
cblr-1724	254	35	pekmezovic	pekmezovic	PROPN
cblr-1724	254	36	&	&	CCONJ
cblr-1724	254	37	gordon	gordon	PROPN
cblr-1724	254	38	walker	walker	PROPN
cblr-1724	254	39	,	,	PUNCT
cblr-1724	254	40	the	the	DET
cblr-1724	254	41	global	global	ADJ
cblr-1724	254	42	significance	significance	NOUN
cblr-1724	254	43	of	of	ADP
cblr-1724	254	44	crowdfunding	crowdfunding	NOUN
cblr-1724	254	45	:	:	PUNCT
cblr-1724	254	46	solving	solve	VERB
cblr-1724	254	47	the	the	DET
cblr-1724	254	48	sme	sme	PROPN
cblr-1724	254	49	funding	funding	NOUN
cblr-1724	254	50	problem	problem	NOUN
cblr-1724	254	51	and	and	CCONJ
cblr-1724	254	52	democratizing	democratize	VERB
cblr-1724	254	53	access	access	NOUN
cblr-1724	254	54	to	to	ADP
cblr-1724	254	55	capital	capital	NOUN
cblr-1724	254	56	,	,	PUNCT
cblr-1724	254	57	7	7	NUM
cblr-1724	254	58	wm	wm	PROPN
cblr-1724	254	59	.	.	PROPN
cblr-1724	254	60	&	&	CCONJ
cblr-1724	254	61	mary	mary	PROPN
cblr-1724	254	62	bus	bus	PROPN
cblr-1724	254	63	.	.	PUNCT
cblr-1724	255	1	l.	l.	PROPN
cblr-1724	255	2	rev	rev	PROPN
cblr-1724	255	3	.	.	PROPN
cblr-1724	255	4	347	347	NUM
cblr-1724	255	5	,	,	PUNCT
cblr-1724	255	6	364–65	364–65	PROPN
cblr-1724	255	7	(	(	PUNCT
cblr-1724	255	8	2016	2016	NUM
cblr-1724	255	9	)	)	PUNCT
cblr-1724	255	10	.	.	PUNCT
cblr-1724	256	1	117	117	NUM
cblr-1724	256	2	david	david	PROPN
cblr-1724	256	3	m.	m.	PROPN
cblr-1724	256	4	freedman	freedman	PROPN
cblr-1724	256	5	&	&	CCONJ
cblr-1724	256	6	matthew	matthew	PROPN
cblr-1724	256	7	r.	r.	PROPN
cblr-1724	256	8	nutting	nutting	PROPN
cblr-1724	256	9	,	,	PUNCT
cblr-1724	256	10	equity	equity	NOUN
cblr-1724	256	11	crowdfunding	crowdfunding	NOUN
cblr-1724	256	12	for	for	ADP
cblr-1724	256	13	investors	investor	NOUN
cblr-1724	256	14	:	:	PUNCT
cblr-1724	256	15	a	a	DET
cblr-1724	256	16	guide	guide	NOUN
cblr-1724	256	17	to	to	PART
cblr-1724	256	18	risk	risk	VERB
cblr-1724	256	19	,	,	PUNCT
cblr-1724	256	20	returns	return	NOUN
cblr-1724	256	21	,	,	PUNCT
cblr-1724	256	22	regulations	regulation	NOUN
cblr-1724	256	23	,	,	PUNCT
cblr-1724	256	24	funding	funding	NOUN
cblr-1724	256	25	portals	portal	NOUN
cblr-1724	256	26	,	,	PUNCT
cblr-1724	256	27	due	due	ADJ
cblr-1724	256	28	diligence	diligence	NOUN
cblr-1724	256	29	,	,	PUNCT
cblr-1724	256	30	and	and	CCONJ
cblr-1724	256	31	deal	deal	VERB
cblr-1724	256	32	terms	term	NOUN
cblr-1724	256	33	2	2	NUM
cblr-1724	256	34	(	(	PUNCT
cblr-1724	256	35	2015	2015	NUM
cblr-1724	256	36	)	)	PUNCT
cblr-1724	256	37	.	.	PUNCT
cblr-1724	257	1	118	118	NUM
cblr-1724	257	2	bradford	bradford	NOUN
cblr-1724	257	3	,	,	PUNCT
cblr-1724	257	4	supra	supra	PROPN
cblr-1724	257	5	note	note	PROPN
cblr-1724	257	6	110	110	NUM
cblr-1724	257	7	,	,	PUNCT
cblr-1724	257	8	at	at	ADP
cblr-1724	257	9	5	5	NUM
cblr-1724	257	10	.	.	X
cblr-1724	257	11	119	119	NUM
cblr-1724	257	12	manuel	manuel	PROPN
cblr-1724	257	13	a.	a.	PROPN
cblr-1724	257	14	gomez	gomez	PROPN
cblr-1724	257	15	,	,	PUNCT
cblr-1724	257	16	crowdfunded	crowdfunde	VERB
cblr-1724	257	17	justice	justice	NOUN
cblr-1724	257	18	:	:	PUNCT
cblr-1724	257	19	on	on	ADP
cblr-1724	257	20	the	the	DET
cblr-1724	257	21	potential	potential	ADJ
cblr-1724	257	22	benefits	benefit	NOUN
cblr-1724	257	23	and	and	CCONJ
cblr-1724	257	24	challenges	challenge	NOUN
cblr-1724	257	25	of	of	ADP
cblr-1724	257	26	crowdfunding	crowdfunding	NOUN
cblr-1724	257	27	as	as	ADP
cblr-1724	257	28	a	a	DET
cblr-1724	257	29	litigation	litigation	NOUN
cblr-1724	257	30	financing	financing	NOUN
cblr-1724	257	31	tool	tool	NOUN
cblr-1724	257	32	,	,	PUNCT
cblr-1724	257	33	49	49	NUM
cblr-1724	257	34	u.s.f	u.s.f	ADJ
cblr-1724	257	35	.	.	PUNCT
cblr-1724	257	36	l.	l.	PROPN
cblr-1724	257	37	rev	rev	PROPN
cblr-1724	257	38	.	.	PROPN
cblr-1724	257	39	307	307	NUM
cblr-1724	257	40	,	,	PUNCT
cblr-1724	257	41	309	309	NUM
cblr-1724	257	42	(	(	PUNCT
cblr-1724	257	43	2015	2015	NUM
cblr-1724	257	44	)	)	PUNCT
cblr-1724	257	45	.	.	PUNCT
cblr-1724	258	1	120	120	NUM
cblr-1724	259	1	i	i	PRON
cblr-1724	259	2	d.	d.	PROPN
cblr-1724	259	3	at	at	ADP
cblr-1724	259	4	310	310	NUM
cblr-1724	259	5	.	.	PROPN
cblr-1724	259	6	121	121	NUM
cblr-1724	259	7	bradford	bradford	NOUN
cblr-1724	259	8	,	,	PUNCT
cblr-1724	259	9	supra	supra	PROPN
cblr-1724	259	10	note	note	PROPN
cblr-1724	259	11	110	110	NUM
cblr-1724	259	12	,	,	PUNCT
cblr-1724	259	13	at	at	ADP
cblr-1724	259	14	16	16	NUM
cblr-1724	259	15	;	;	PUNCT
cblr-1724	259	16	see	see	VERB
cblr-1724	259	17	also	also	ADV
cblr-1724	259	18	about	about	ADP
cblr-1724	259	19	us	we	PRON
cblr-1724	259	20	,	,	PUNCT
cblr-1724	259	21	indiegogo	indiegogo	NOUN
cblr-1724	259	22	,	,	PUNCT
cblr-1724	259	23	https://www.indiegogo.com/about/our-story	https://www.indiegogo.com/about/our-story	PUNCT
cblr-1724	259	24	[	[	X
cblr-1724	259	25	https://perma.cc/m4zw-8l5l	https://perma.cc/m4zw-8l5l	NOUN
cblr-1724	259	26	]	]	X
cblr-1724	259	27	(	(	PUNCT
cblr-1724	259	28	last	last	ADV
cblr-1724	259	29	visited	visit	VERB
cblr-1724	259	30	june	june	PROPN
cblr-1724	259	31	20	20	NUM
cblr-1724	259	32	,	,	PUNCT
cblr-1724	259	33	2017	2017	NUM
cblr-1724	259	34	)	)	PUNCT
cblr-1724	259	35	;	;	PUNCT
cblr-1724	259	36	pressroom	pressroom	NOUN
cblr-1724	259	37	,	,	PUNCT
cblr-1724	259	38	kickstarter	kickstarter	PROPN
cblr-1724	259	39	,	,	PUNCT
cblr-1724	259	40	https://www.kickstarter.com/press?ref=hello	https://www.kickstarter.com/press?ref=hello	VERB
cblr-1724	259	41	[	[	X
cblr-1724	259	42	https://perma.cc/c2sd-57y7	https://perma.cc/c2sd-57y7	X
cblr-1724	259	43	]	]	X
cblr-1724	259	44	(	(	PUNCT
cblr-1724	259	45	last	last	ADV
cblr-1724	259	46	visited	visit	VERB
cblr-1724	259	47	june	june	PROPN
cblr-1724	259	48	20	20	NUM
cblr-1724	259	49	,	,	PUNCT
cblr-1724	259	50	2017	2017	NUM
cblr-1724	259	51	)	)	PUNCT
cblr-1724	259	52	.	.	PUNCT
cblr-1724	260	1	brandt	brandt	PROPN
cblr-1724	260	2	–	–	PUNCT
cblr-1724	260	3	final	final	ADJ
cblr-1724	260	4	830	830	NUM
cblr-1724	260	5	columbia	columbia	PROPN
cblr-1724	260	6	business	business	NOUN
cblr-1724	260	7	law	law	PROPN
cblr-1724	260	8	review	review	NOUN
cblr-1724	260	9	[	[	X
cblr-1724	260	10	vol	vol	NOUN
cblr-1724	260	11	.	.	NOUN
cblr-1724	260	12	2017	2017	NUM
cblr-1724	260	13	and	and	CCONJ
cblr-1724	260	14	pledge	pledge	VERB
cblr-1724	260	15	money	money	NOUN
cblr-1724	260	16	to	to	ADP
cblr-1724	260	17	the	the	DET
cblr-1724	260	18	cause.122	cause.122	NOUN
cblr-1724	260	19	depending	depend	VERB
cblr-1724	260	20	on	on	ADP
cblr-1724	260	21	the	the	DET
cblr-1724	260	22	platform	platform	NOUN
cblr-1724	260	23	and	and	CCONJ
cblr-1724	260	24	assuming	assume	VERB
cblr-1724	260	25	the	the	DET
cblr-1724	260	26	project	project	NOUN
cblr-1724	260	27	meets	meet	VERB
cblr-1724	260	28	its	its	PRON
cblr-1724	260	29	funding	funding	NOUN
cblr-1724	260	30	goal	goal	NOUN
cblr-1724	260	31	,	,	PUNCT
cblr-1724	260	32	the	the	DET
cblr-1724	260	33	many	many	ADJ
cblr-1724	260	34	investors	investor	NOUN
cblr-1724	260	35	who	who	PRON
cblr-1724	260	36	pledge	pledge	VERB
cblr-1724	260	37	money	money	NOUN
cblr-1724	260	38	are	be	AUX
cblr-1724	260	39	eventually	eventually	ADV
cblr-1724	260	40	charged	charge	VERB
cblr-1724	260	41	the	the	DET
cblr-1724	260	42	amount	amount	NOUN
cblr-1724	260	43	that	that	PRON
cblr-1724	260	44	they	they	PRON
cblr-1724	260	45	pledged	pledge	VERB
cblr-1724	260	46	and	and	CCONJ
cblr-1724	260	47	the	the	DET
cblr-1724	260	48	project	project	NOUN
cblr-1724	260	49	creator	creator	NOUN
cblr-1724	260	50	receives	receive	VERB
cblr-1724	260	51	the	the	DET
cblr-1724	260	52	funds	fund	NOUN
cblr-1724	260	53	they	they	PRON
cblr-1724	260	54	sought	seek	VERB
cblr-1724	260	55	in	in	ADP
cblr-1724	260	56	order	order	NOUN
cblr-1724	260	57	to	to	PART
cblr-1724	260	58	execute	execute	VERB
cblr-1724	260	59	their	their	PRON
cblr-1724	260	60	idea.123	idea.123	NOUN
cblr-1724	260	61	the	the	DET
cblr-1724	260	62	funding	funding	NOUN
cblr-1724	260	63	platform	platform	NOUN
cblr-1724	260	64	will	will	AUX
cblr-1724	260	65	take	take	VERB
cblr-1724	260	66	a	a	DET
cblr-1724	260	67	cut	cut	NOUN
cblr-1724	260	68	of	of	ADP
cblr-1724	260	69	the	the	DET
cblr-1724	260	70	funds	fund	NOUN
cblr-1724	260	71	extended	extend	VERB
cblr-1724	260	72	to	to	ADP
cblr-1724	260	73	the	the	DET
cblr-1724	260	74	creator	creator	NOUN
cblr-1724	260	75	of	of	ADP
cblr-1724	260	76	the	the	DET
cblr-1724	260	77	project.124	project.124	NOUN
cblr-1724	260	78	under	under	ADP
cblr-1724	260	79	the	the	DET
cblr-1724	260	80	reward	reward	NOUN
cblr-1724	260	81	and	and	CCONJ
cblr-1724	260	82	pre	pre	ADJ
cblr-1724	260	83	-	-	ADJ
cblr-1724	260	84	purchase	purchase	NOUN
cblr-1724	260	85	models	model	NOUN
cblr-1724	260	86	,	,	PUNCT
cblr-1724	260	87	currently	currently	ADV
cblr-1724	260	88	utilized	utilize	VERB
cblr-1724	260	89	on	on	ADP
cblr-1724	260	90	platforms	platform	NOUN
cblr-1724	260	91	such	such	ADJ
cblr-1724	260	92	as	as	ADP
cblr-1724	260	93	kickstarter	kickstarter	NOUN
cblr-1724	260	94	and	and	CCONJ
cblr-1724	260	95	indiegogo	indiegogo	PROPN
cblr-1724	260	96	,	,	PUNCT
cblr-1724	260	97	investors	investor	NOUN
cblr-1724	260	98	in	in	ADP
cblr-1724	260	99	the	the	DET
cblr-1724	260	100	project	project	NOUN
cblr-1724	260	101	often	often	ADV
cblr-1724	260	102	receive	receive	VERB
cblr-1724	260	103	a	a	DET
cblr-1724	260	104	copy	copy	NOUN
cblr-1724	260	105	of	of	ADP
cblr-1724	260	106	what	what	PRON
cblr-1724	260	107	was	be	AUX
cblr-1724	260	108	created	create	VERB
cblr-1724	260	109	,	,	PUNCT
cblr-1724	260	110	an	an	DET
cblr-1724	260	111	experience	experience	NOUN
cblr-1724	260	112	related	relate	VERB
cblr-1724	260	113	to	to	ADP
cblr-1724	260	114	the	the	DET
cblr-1724	260	115	project	project	NOUN
cblr-1724	260	116	,	,	PUNCT
cblr-1724	260	117	or	or	CCONJ
cblr-1724	260	118	some	some	DET
cblr-1724	260	119	other	other	ADJ
cblr-1724	260	120	“	"	PUNCT
cblr-1724	260	121	reward	reward	NOUN
cblr-1724	260	122	”	"	PUNCT
cblr-1724	260	123	for	for	ADP
cblr-1724	260	124	helping	help	VERB
cblr-1724	260	125	to	to	PART
cblr-1724	260	126	fund	fund	VERB
cblr-1724	260	127	the	the	DET
cblr-1724	260	128	project.125	project.125	NOUN
cblr-1724	260	129	for	for	ADP
cblr-1724	260	130	example	example	NOUN
cblr-1724	260	131	,	,	PUNCT
cblr-1724	260	132	one	one	NUM
cblr-1724	260	133	of	of	ADP
cblr-1724	260	134	the	the	DET
cblr-1724	260	135	most	most	ADV
cblr-1724	260	136	successful	successful	ADJ
cblr-1724	260	137	crowdfunding	crowdfunding	NOUN
cblr-1724	260	138	projects	project	NOUN
cblr-1724	260	139	to	to	ADP
cblr-1724	260	140	date	date	NOUN
cblr-1724	260	141	is	be	AUX
cblr-1724	260	142	the	the	DET
cblr-1724	260	143	pebble	pebble	ADJ
cblr-1724	260	144	smart	smart	ADJ
cblr-1724	260	145	watch.126	watch.126	NOUN
cblr-1724	260	146	pebble	pebble	ADJ
cblr-1724	260	147	technology	technology	NOUN
cblr-1724	260	148	’s	’s	PART
cblr-1724	260	149	original	original	ADJ
cblr-1724	260	150	goal	goal	NOUN
cblr-1724	260	151	was	be	AUX
cblr-1724	260	152	to	to	PART
cblr-1724	260	153	raise	raise	VERB
cblr-1724	260	154	$	$	SYM
cblr-1724	260	155	100,000	100,000	NUM
cblr-1724	260	156	through	through	ADP
cblr-1724	260	157	kickstarter	kickstarter	NOUN
cblr-1724	260	158	in	in	ADP
cblr-1724	260	159	order	order	NOUN
cblr-1724	260	160	to	to	PART
cblr-1724	260	161	manufacture	manufacture	VERB
cblr-1724	260	162	and	and	CCONJ
cblr-1724	260	163	distribute	distribute	VERB
cblr-1724	260	164	its	its	PRON
cblr-1724	260	165	smart	smart	ADJ
cblr-1724	260	166	watch	watch	NOUN
cblr-1724	260	167	product	product	NOUN
cblr-1724	260	168	(	(	PUNCT
cblr-1724	260	169	also	also	ADV
cblr-1724	260	170	named	name	VERB
cblr-1724	260	171	pebble	pebble	ADJ
cblr-1724	260	172	)	)	PUNCT
cblr-1724	260	173	,	,	PUNCT
cblr-1724	260	174	but	but	CCONJ
cblr-1724	260	175	nearly	nearly	ADV
cblr-1724	260	176	70,000	70,000	NUM
cblr-1724	260	177	people	people	NOUN
cblr-1724	260	178	pledged	pledge	VERB
cblr-1724	260	179	almost	almost	ADV
cblr-1724	260	180	$	$	SYM
cblr-1724	260	181	10.3	10.3	NUM
cblr-1724	260	182	million	million	NUM
cblr-1724	260	183	in	in	ADP
cblr-1724	260	184	order	order	NOUN
cblr-1724	260	185	to	to	PART
cblr-1724	260	186	bring	bring	VERB
cblr-1724	260	187	the	the	DET
cblr-1724	260	188	underdog	underdog	NOUN
cblr-1724	260	189	’s	’s	PART
cblr-1724	260	190	invention	invention	NOUN
cblr-1724	260	191	,	,	PUNCT
cblr-1724	260	192	which	which	PRON
cblr-1724	260	193	competes	compete	VERB
cblr-1724	260	194	with	with	ADP
cblr-1724	260	195	apple	apple	NOUN
cblr-1724	260	196	and	and	CCONJ
cblr-1724	260	197	google	google	PROPN
cblr-1724	260	198	products	product	NOUN
cblr-1724	260	199	,	,	PUNCT
cblr-1724	260	200	to	to	ADP
cblr-1724	260	201	market.127	market.127	NOUN
cblr-1724	260	202	rewards	reward	VERB
cblr-1724	260	203	for	for	ADP
cblr-1724	260	204	pledging	pledge	VERB
cblr-1724	260	205	to	to	ADP
cblr-1724	260	206	the	the	DET
cblr-1724	260	207	campaign	campaign	NOUN
cblr-1724	260	208	varied	varied	ADJ
cblr-1724	260	209	depending	depend	VERB
cblr-1724	260	210	on	on	ADP
cblr-1724	260	211	amount	amount	NOUN
cblr-1724	260	212	“	"	PUNCT
cblr-1724	260	213	donated	donate	VERB
cblr-1724	260	214	”	"	PUNCT
cblr-1724	260	215	from	from	ADP
cblr-1724	260	216	receiving	receive	VERB
cblr-1724	260	217	the	the	DET
cblr-1724	260	218	smart	smart	ADJ
cblr-1724	260	219	watch	watch	NOUN
cblr-1724	260	220	itself	itself	PRON
cblr-1724	260	221	to	to	ADP
cblr-1724	260	222	a	a	DET
cblr-1724	260	223	customized	customize	VERB
cblr-1724	260	224	watch	watch	NOUN
cblr-1724	260	225	face	face	NOUN
cblr-1724	260	226	to	to	ADP
cblr-1724	260	227	simply	simply	ADV
cblr-1724	260	228	receiving	receive	VERB
cblr-1724	260	229	‘	'	PUNCT
cblr-1724	260	230	exclusive	exclusive	ADJ
cblr-1724	260	231	’	'	PUNCT
cblr-1724	260	232	updates	update	NOUN
cblr-1724	260	233	from	from	ADP
cblr-1724	260	234	the	the	DET
cblr-1724	260	235	company.128	company.128	NOUN
cblr-1724	260	236	other	other	ADJ
cblr-1724	260	237	projects	project	NOUN
cblr-1724	260	238	have	have	AUX
cblr-1724	260	239	featured	feature	VERB
cblr-1724	260	240	more	more	ADV
cblr-1724	260	241	outlandish	outlandish	ADJ
cblr-1724	260	242	rewards	reward	NOUN
cblr-1724	260	243	,	,	PUNCT
cblr-1724	260	244	such	such	ADJ
cblr-1724	260	245	as	as	ADP
cblr-1724	260	246	the	the	DET
cblr-1724	260	247	opportunity	opportunity	NOUN
cblr-1724	260	248	to	to	PART
cblr-1724	260	249	“	"	PUNCT
cblr-1724	260	250	take	take	VERB
cblr-1724	260	251	shrooms	shroom	NOUN
cblr-1724	260	252	”	"	PUNCT
cblr-1724	260	253	with	with	ADP
cblr-1724	260	254	former	former	ADJ
cblr-1724	260	255	nine	nine	NUM
cblr-1724	260	256	inch	inch	NOUN
cblr-1724	260	257	nails	nail	NOUN
cblr-1724	260	258	drummer	drummer	NOUN
cblr-1724	260	259	,	,	PUNCT
cblr-1724	260	260	josh	josh	PROPN
cblr-1724	260	261	freese	freese	PROPN
cblr-1724	260	262	,	,	PUNCT
cblr-1724	260	263	in	in	ADP
cblr-1724	260	264	return	return	NOUN
cblr-1724	260	265	for	for	ADP
cblr-1724	260	266	$	$	SYM
cblr-1724	260	267	75,000	75,000	NUM
cblr-1724	260	268	to	to	PART
cblr-1724	260	269	fund	fund	VERB
cblr-1724	260	270	an	an	DET
cblr-1724	260	271	album.129	album.129	PROPN
cblr-1724	260	272	122	122	NUM
cblr-1724	260	273	see	see	VERB
cblr-1724	260	274	,	,	PUNCT
cblr-1724	260	275	e.g.	e.g.	ADV
cblr-1724	260	276	,	,	PUNCT
cblr-1724	260	277	pressroom	pressroom	NOUN
cblr-1724	260	278	,	,	PUNCT
cblr-1724	260	279	supra	supra	PROPN
cblr-1724	260	280	note	note	NOUN
cblr-1724	260	281	121	121	NUM
cblr-1724	260	282	.	.	PUNCT
cblr-1724	261	1	123	123	NUM
cblr-1724	262	1	i	i	PRON
cblr-1724	262	2	d.	d.	PROPN
cblr-1724	262	3	124	124	NUM
cblr-1724	262	4	bradford	bradford	PROPN
cblr-1724	262	5	,	,	PUNCT
cblr-1724	262	6	supra	supra	PROPN
cblr-1724	262	7	note	note	PROPN
cblr-1724	262	8	110	110	NUM
cblr-1724	262	9	,	,	PUNCT
cblr-1724	262	10	at	at	ADP
cblr-1724	262	11	19	19	NUM
cblr-1724	262	12	.	.	NOUN
cblr-1724	262	13	125	125	NUM
cblr-1724	263	1	i	i	PRON
cblr-1724	263	2	d.	d.	PROPN
cblr-1724	263	3	at	at	ADP
cblr-1724	263	4	16–17	16–17	PROPN
cblr-1724	263	5	.	.	PUNCT
cblr-1724	264	1	126	126	NUM
cblr-1724	264	2	rachel	rachel	PROPN
cblr-1724	264	3	metz	metz	PROPN
cblr-1724	264	4	,	,	PUNCT
cblr-1724	264	5	how	how	SCONJ
cblr-1724	264	6	pebble	pebble	ADJ
cblr-1724	264	7	is	be	AUX
cblr-1724	264	8	killing	kill	VERB
cblr-1724	264	9	it	it	PRON
cblr-1724	264	10	on	on	ADP
cblr-1724	264	11	kickstarter	kickstarter	PROPN
cblr-1724	264	12	,	,	PUNCT
cblr-1724	264	13	mit	mit	PROPN
cblr-1724	264	14	technology	technology	NOUN
cblr-1724	264	15	rev	rev	X
cblr-1724	264	16	.	.	PUNCT
cblr-1724	265	1	(	(	PUNCT
cblr-1724	265	2	june	june	PROPN
cblr-1724	265	3	2	2	NUM
cblr-1724	265	4	,	,	PUNCT
cblr-1724	265	5	2016	2016	NUM
cblr-1724	265	6	)	)	PUNCT
cblr-1724	265	7	,	,	PUNCT
cblr-1724	265	8	https://www.technologyreview.com/s/601602/how-pebble-is-killing-it-onkickstarter/	https://www.technologyreview.com/s/601602/how-pebble-is-killing-it-onkickstarter/	PUNCT
cblr-1724	266	1	[	[	X
cblr-1724	266	2	https://perma.cc/c7bc-5avw	https://perma.cc/c7bc-5avw	PROPN
cblr-1724	266	3	]	]	X
cblr-1724	266	4	.	.	PUNCT
cblr-1724	267	1	127	127	NUM
cblr-1724	267	2	i	i	PROPN
cblr-1724	267	3	d.	d.	PROPN
cblr-1724	267	4	;	;	PUNCT
cblr-1724	267	5	pebble	pebble	ADJ
cblr-1724	267	6	:	:	PUNCT
cblr-1724	267	7	e	e	X
cblr-1724	267	8	-	-	NOUN
cblr-1724	267	9	paper	paper	ADJ
cblr-1724	267	10	watch	watch	NOUN
cblr-1724	267	11	for	for	ADP
cblr-1724	267	12	iphone	iphone	NOUN
cblr-1724	267	13	and	and	CCONJ
cblr-1724	267	14	android	android	PROPN
cblr-1724	267	15	,	,	PUNCT
cblr-1724	267	16	kickstarter	kickstarter	PROPN
cblr-1724	267	17	,	,	PUNCT
cblr-1724	267	18	https://www.kickstarter.com/projects/getpebble/pebble-e-paper-watch-foriphone-and-android	https://www.kickstarter.com/projects/getpebble/pebble-e-paper-watch-foriphone-and-android	X
cblr-1724	268	1	[	[	X
cblr-1724	268	2	https://perma.cc/5s2z-w4t8	https://perma.cc/5s2z-w4t8	X
cblr-1724	268	3	]	]	X
cblr-1724	268	4	(	(	PUNCT
cblr-1724	268	5	last	last	ADV
cblr-1724	268	6	visited	visit	VERB
cblr-1724	268	7	june	june	PROPN
cblr-1724	268	8	20	20	NUM
cblr-1724	268	9	,	,	PUNCT
cblr-1724	268	10	2017	2017	NUM
cblr-1724	268	11	)	)	PUNCT
cblr-1724	268	12	.	.	PUNCT
cblr-1724	269	1	128	128	NUM
cblr-1724	269	2	pebble	pebble	ADJ
cblr-1724	269	3	:	:	PUNCT
cblr-1724	269	4	e	e	X
cblr-1724	269	5	-	-	NOUN
cblr-1724	269	6	paper	paper	ADJ
cblr-1724	269	7	watch	watch	NOUN
cblr-1724	269	8	for	for	ADP
cblr-1724	269	9	iphone	iphone	NOUN
cblr-1724	269	10	and	and	CCONJ
cblr-1724	269	11	android	android	PROPN
cblr-1724	269	12	,	,	PUNCT
cblr-1724	269	13	supra	supra	PROPN
cblr-1724	269	14	note	note	PROPN
cblr-1724	269	15	127	127	NUM
cblr-1724	269	16	.	.	PUNCT
cblr-1724	270	1	129	129	NUM
cblr-1724	270	2	bradford	bradford	NOUN
cblr-1724	270	3	,	,	PUNCT
cblr-1724	270	4	supra	supra	PROPN
cblr-1724	270	5	note	note	PROPN
cblr-1724	270	6	110	110	NUM
cblr-1724	270	7	,	,	PUNCT
cblr-1724	270	8	at	at	ADP
cblr-1724	270	9	18	18	NUM
cblr-1724	270	10	.	.	PUNCT
cblr-1724	271	1	brandt	brandt	PROPN
cblr-1724	271	2	–	–	PUNCT
cblr-1724	271	3	final	final	ADJ
cblr-1724	271	4	no	no	NOUN
cblr-1724	271	5	.	.	NOUN
cblr-1724	271	6	2:807	2:807	NUM
cblr-1724	271	7	]	]	PUNCT
cblr-1724	271	8	women	woman	NOUN
cblr-1724	271	9	-	-	PUNCT
cblr-1724	271	10	owned	own	VERB
cblr-1724	271	11	businesses	business	NOUN
cblr-1724	271	12	’	'	PUNCT
cblr-1724	271	13	access	access	NOUN
cblr-1724	271	14	to	to	ADP
cblr-1724	271	15	capital	capital	NOUN
cblr-1724	271	16	831	831	NUM
cblr-1724	271	17	the	the	DET
cblr-1724	271	18	vast	vast	ADJ
cblr-1724	271	19	amount	amount	NOUN
cblr-1724	271	20	of	of	ADP
cblr-1724	271	21	success	success	NOUN
cblr-1724	271	22	enjoyed	enjoy	VERB
cblr-1724	271	23	by	by	ADP
cblr-1724	271	24	crowdfunding	crowdfunde	VERB
cblr-1724	271	25	portals	portal	NOUN
cblr-1724	271	26	such	such	ADJ
cblr-1724	271	27	as	as	ADP
cblr-1724	271	28	kickstarter	kickstarter	NOUN
cblr-1724	271	29	and	and	CCONJ
cblr-1724	271	30	indiegogo	indiegogo	PROPN
cblr-1724	271	31	quickly	quickly	ADV
cblr-1724	271	32	made	make	VERB
cblr-1724	271	33	“	"	PUNCT
cblr-1724	271	34	crowdfunding	crowdfunde	VERB
cblr-1724	271	35	”	"	PUNCT
cblr-1724	271	36	a	a	DET
cblr-1724	271	37	household	household	NOUN
cblr-1724	271	38	term.130	term.130	NOUN
cblr-1724	271	39	in	in	ADP
cblr-1724	271	40	a	a	DET
cblr-1724	271	41	little	little	ADJ
cblr-1724	271	42	under	under	ADP
cblr-1724	271	43	two	two	NUM
cblr-1724	271	44	decades	decade	NOUN
cblr-1724	271	45	,	,	PUNCT
cblr-1724	271	46	crowdfunding	crowdfunding	NOUN
cblr-1724	271	47	developed	develop	VERB
cblr-1724	271	48	from	from	ADP
cblr-1724	271	49	an	an	DET
cblr-1724	271	50	obscure	obscure	ADJ
cblr-1724	271	51	concept	concept	NOUN
cblr-1724	271	52	without	without	ADP
cblr-1724	271	53	a	a	DET
cblr-1724	271	54	name	name	NOUN
cblr-1724	271	55	to	to	ADP
cblr-1724	271	56	catching	catch	VERB
cblr-1724	271	57	the	the	DET
cblr-1724	271	58	interest	interest	NOUN
cblr-1724	271	59	of	of	ADP
cblr-1724	271	60	the	the	DET
cblr-1724	271	61	white	white	PROPN
cblr-1724	271	62	house	house	PROPN
cblr-1724	271	63	as	as	ADP
cblr-1724	271	64	an	an	DET
cblr-1724	271	65	object	object	NOUN
cblr-1724	271	66	for	for	ADP
cblr-1724	271	67	de	de	PROPN
cblr-1724	271	68	-	-	ADJ
cblr-1724	271	69	regulation.131	regulation.131	ADJ
cblr-1724	271	70	equity	equity	NOUN
cblr-1724	271	71	crowdfunding	crowdfunding	NOUN
cblr-1724	271	72	has	have	AUX
cblr-1724	271	73	emerged	emerge	VERB
cblr-1724	271	74	as	as	ADP
cblr-1724	271	75	a	a	DET
cblr-1724	271	76	potential	potential	ADJ
cblr-1724	271	77	solution	solution	NOUN
cblr-1724	271	78	for	for	ADP
cblr-1724	271	79	reducing	reduce	VERB
cblr-1724	271	80	the	the	DET
cblr-1724	271	81	need	need	NOUN
cblr-1724	271	82	for	for	SCONJ
cblr-1724	271	83	female	female	ADJ
cblr-1724	271	84	entrepreneurs	entrepreneur	NOUN
cblr-1724	271	85	to	to	PART
cblr-1724	271	86	break	break	VERB
cblr-1724	271	87	through	through	ADP
cblr-1724	271	88	the	the	DET
cblr-1724	271	89	traditional	traditional	ADJ
cblr-1724	271	90	social	social	ADJ
cblr-1724	271	91	network	network	NOUN
cblr-1724	271	92	barriers	barrier	NOUN
cblr-1724	271	93	described	describe	VERB
cblr-1724	271	94	in	in	ADP
cblr-1724	271	95	section	section	NOUN
cblr-1724	271	96	ii.b	ii.b	PROPN
cblr-1724	271	97	.	.	PUNCT
cblr-1724	272	1	and	and	CCONJ
cblr-1724	272	2	giving	give	VERB
cblr-1724	272	3	female	female	ADJ
cblr-1724	272	4	entrepreneurs	entrepreneur	NOUN
cblr-1724	272	5	direct	direct	ADJ
cblr-1724	272	6	access	access	NOUN
cblr-1724	272	7	to	to	ADP
cblr-1724	272	8	funders	funder	NOUN
cblr-1724	272	9	that	that	PRON
cblr-1724	272	10	are	be	AUX
cblr-1724	272	11	more	more	ADV
cblr-1724	272	12	apt	apt	ADJ
cblr-1724	272	13	to	to	PART
cblr-1724	272	14	contribute	contribute	VERB
cblr-1724	272	15	to	to	ADP
cblr-1724	272	16	their	their	PRON
cblr-1724	272	17	projects.132	projects.132	NOUN
cblr-1724	272	18	some	some	DET
cblr-1724	272	19	studies	study	NOUN
cblr-1724	272	20	have	have	AUX
cblr-1724	272	21	shown	show	VERB
cblr-1724	272	22	that	that	SCONJ
cblr-1724	272	23	the	the	DET
cblr-1724	272	24	simple	simple	ADJ
cblr-1724	272	25	act	act	NOUN
cblr-1724	272	26	of	of	ADP
cblr-1724	272	27	providing	provide	VERB
cblr-1724	272	28	access	access	NOUN
cblr-1724	272	29	to	to	ADP
cblr-1724	272	30	more	more	ADJ
cblr-1724	272	31	female	female	ADJ
cblr-1724	272	32	potential	potential	ADJ
cblr-1724	272	33	investors	investor	NOUN
cblr-1724	272	34	can	can	AUX
cblr-1724	272	35	have	have	VERB
cblr-1724	272	36	positive	positive	ADJ
cblr-1724	272	37	effects	effect	NOUN
cblr-1724	272	38	on	on	ADP
cblr-1724	272	39	the	the	DET
cblr-1724	272	40	outcomes	outcome	NOUN
cblr-1724	272	41	of	of	ADP
cblr-1724	272	42	wobs	wobs	PROPN
cblr-1724	272	43	seeking	seek	VERB
cblr-1724	272	44	funding	funding	NOUN
cblr-1724	272	45	,	,	PUNCT
cblr-1724	272	46	as	as	ADP
cblr-1724	272	47	a	a	DET
cblr-1724	272	48	2014	2014	NUM
cblr-1724	272	49	diana	diana	PROPN
cblr-1724	272	50	project	project	NOUN
cblr-1724	272	51	study	study	NOUN
cblr-1724	272	52	noted	note	VERB
cblr-1724	272	53	that	that	SCONJ
cblr-1724	272	54	“	"	PUNCT
cblr-1724	272	55	venture	venture	NOUN
cblr-1724	272	56	capital	capital	NOUN
cblr-1724	272	57	firms	firm	NOUN
cblr-1724	272	58	with	with	ADP
cblr-1724	272	59	women	woman	NOUN
cblr-1724	272	60	partners	partner	NOUN
cblr-1724	272	61	are	be	AUX
cblr-1724	272	62	twice	twice	ADV
cblr-1724	272	63	as	as	ADV
cblr-1724	272	64	likely	likely	ADJ
cblr-1724	272	65	to	to	PART
cblr-1724	272	66	invest	invest	VERB
cblr-1724	272	67	in	in	ADP
cblr-1724	272	68	companies	company	NOUN
cblr-1724	272	69	with	with	ADP
cblr-1724	272	70	a	a	DET
cblr-1724	272	71	woman	woman	NOUN
cblr-1724	272	72	on	on	ADP
cblr-1724	272	73	the	the	DET
cblr-1724	272	74	management	management	NOUN
cblr-1724	272	75	team	team	NOUN
cblr-1724	272	76	”	"	PUNCT
cblr-1724	272	77	and	and	CCONJ
cblr-1724	272	78	“	"	PUNCT
cblr-1724	272	79	three	three	NUM
cblr-1724	272	80	times	time	NOUN
cblr-1724	272	81	more	more	ADV
cblr-1724	272	82	likely	likely	ADJ
cblr-1724	272	83	to	to	PART
cblr-1724	272	84	invest	invest	VERB
cblr-1724	272	85	in	in	ADP
cblr-1724	272	86	companies	company	NOUN
cblr-1724	272	87	with	with	ADP
cblr-1724	272	88	women	woman	NOUN
cblr-1724	272	89	ceos	ceo	NOUN
cblr-1724	272	90	.	.	PUNCT
cblr-1724	273	1	”133	”133	VERB
cblr-1724	273	2	a	a	DET
cblr-1724	273	3	recent	recent	ADJ
cblr-1724	273	4	study	study	NOUN
cblr-1724	273	5	suggests	suggest	VERB
cblr-1724	273	6	that	that	SCONJ
cblr-1724	273	7	women	woman	NOUN
cblr-1724	273	8	are	be	AUX
cblr-1724	273	9	more	more	ADV
cblr-1724	273	10	likely	likely	ADJ
cblr-1724	273	11	to	to	PART
cblr-1724	273	12	successfully	successfully	ADV
cblr-1724	273	13	raise	raise	VERB
cblr-1724	273	14	capital	capital	NOUN
cblr-1724	273	15	through	through	ADP
cblr-1724	273	16	crowdfunding	crowdfunding	NOUN
cblr-1724	273	17	than	than	ADP
cblr-1724	273	18	through	through	ADP
cblr-1724	273	19	traditional	traditional	ADJ
cblr-1724	273	20	means	mean	NOUN
cblr-1724	273	21	such	such	ADJ
cblr-1724	273	22	as	as	ADP
cblr-1724	273	23	venture	venture	NOUN
cblr-1724	273	24	capital	capital	NOUN
cblr-1724	273	25	because	because	SCONJ
cblr-1724	273	26	of	of	ADP
cblr-1724	273	27	improved	improved	ADJ
cblr-1724	273	28	access	access	NOUN
cblr-1724	273	29	to	to	ADP
cblr-1724	273	30	the	the	DET
cblr-1724	273	31	type	type	NOUN
cblr-1724	273	32	of	of	ADP
cblr-1724	273	33	people	people	NOUN
cblr-1724	273	34	willing	willing	ADJ
cblr-1724	273	35	to	to	PART
cblr-1724	273	36	help	help	VERB
cblr-1724	273	37	female	female	ADJ
cblr-1724	273	38	entrepreneurs	entrepreneur	NOUN
cblr-1724	273	39	in	in	ADP
cblr-1724	273	40	disadvantaged	disadvantaged	ADJ
cblr-1724	273	41	fields.134	fields.134	NOUN
cblr-1724	273	42	therefore	therefore	ADV
cblr-1724	273	43	,	,	PUNCT
cblr-1724	273	44	the	the	DET
cblr-1724	273	45	white	white	PROPN
cblr-1724	273	46	house	house	PROPN
cblr-1724	273	47	touted	tout	VERB
cblr-1724	273	48	the	the	DET
cblr-1724	273	49	crowdfund	crowdfund	ADJ
cblr-1724	273	50	act	act	NOUN
cblr-1724	273	51	as	as	ADP
cblr-1724	273	52	a	a	DET
cblr-1724	273	53	way	way	NOUN
cblr-1724	273	54	of	of	ADP
cblr-1724	273	55	improving	improve	VERB
cblr-1724	273	56	access	access	NOUN
cblr-1724	273	57	to	to	ADP
cblr-1724	273	58	capital	capital	NOUN
cblr-1724	273	59	for	for	ADP
cblr-1724	273	60	wobs.135	wobs.135	NOUN
cblr-1724	273	61	despite	despite	SCONJ
cblr-1724	273	62	crowdfunding	crowdfunde	VERB
cblr-1724	273	63	’s	’s	PART
cblr-1724	273	64	youth	youth	NOUN
cblr-1724	273	65	,	,	PUNCT
cblr-1724	273	66	it	it	PRON
cblr-1724	273	67	has	have	AUX
cblr-1724	273	68	quickly	quickly	ADV
cblr-1724	273	69	proven	prove	VERB
cblr-1724	273	70	to	to	PART
cblr-1724	273	71	be	be	AUX
cblr-1724	273	72	a	a	DET
cblr-1724	273	73	helpful	helpful	ADJ
cblr-1724	273	74	tool	tool	NOUN
cblr-1724	273	75	for	for	ADP
cblr-1724	273	76	connecting	connect	VERB
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cblr-1724	273	78	with	with	ADP
cblr-1724	273	79	their	their	PRON
cblr-1724	273	80	potential	potential	ADJ
cblr-1724	273	81	customer	customer	NOUN
cblr-1724	273	82	bases	basis	NOUN
cblr-1724	273	83	,	,	PUNCT
cblr-1724	273	84	raising	raise	VERB
cblr-1724	273	85	money	money	NOUN
cblr-1724	273	86	through	through	ADP
cblr-1724	273	87	donations	donation	NOUN
cblr-1724	273	88	,	,	PUNCT
cblr-1724	273	89	and	and	CCONJ
cblr-1724	273	90	130	130	NUM
cblr-1724	273	91	see	see	NOUN
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cblr-1724	273	93	,	,	PUNCT
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cblr-1724	273	95	note	note	NOUN
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cblr-1724	274	3	,	,	PUNCT
cblr-1724	274	4	supra	supra	PROPN
cblr-1724	274	5	note	note	NOUN
cblr-1724	274	6	116	116	NUM
cblr-1724	274	7	,	,	PUNCT
cblr-1724	274	8	at	at	ADP
cblr-1724	274	9	288–89	288–89	NUM
cblr-1724	274	10	.	.	PUNCT
cblr-1724	275	1	132	132	NUM
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cblr-1724	275	3	&	&	CCONJ
cblr-1724	275	4	mollick	mollick	PROPN
cblr-1724	275	5	,	,	PUNCT
cblr-1724	275	6	supra	supra	PROPN
cblr-1724	275	7	note	note	PROPN
cblr-1724	275	8	77	77	NUM
cblr-1724	275	9	,	,	PUNCT
cblr-1724	275	10	at	at	ADP
cblr-1724	275	11	7	7	NUM
cblr-1724	275	12	.	.	NOUN
cblr-1724	275	13	133	133	NUM
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cblr-1724	275	15	g.	g.	PROPN
cblr-1724	275	16	brush	brush	PROPN
cblr-1724	275	17	et	et	PROPN
cblr-1724	275	18	al	al	PROPN
cblr-1724	275	19	.	.	PROPN
cblr-1724	275	20	,	,	PUNCT
cblr-1724	275	21	diana	diana	PROPN
cblr-1724	275	22	report	report	VERB
cblr-1724	275	23	women	woman	NOUN
cblr-1724	275	24	entrepreneurs	entrepreneur	NOUN
cblr-1724	275	25	2014	2014	NUM
cblr-1724	275	26	:	:	PUNCT
cblr-1724	275	27	bridging	bridge	VERB
cblr-1724	275	28	the	the	DET
cblr-1724	275	29	gender	gender	NOUN
cblr-1724	275	30	gap	gap	NOUN
cblr-1724	275	31	in	in	ADP
cblr-1724	275	32	venture	venture	NOUN
cblr-1724	275	33	capital	capital	NOUN
cblr-1724	275	34	11	11	NUM
cblr-1724	275	35	(	(	PUNCT
cblr-1724	275	36	2014	2014	NUM
cblr-1724	275	37	)	)	PUNCT
cblr-1724	275	38	.	.	PUNCT
cblr-1724	276	1	but	but	CCONJ
cblr-1724	276	2	see	see	VERB
cblr-1724	276	3	greenberg	greenberg	PROPN
cblr-1724	276	4	&	&	CCONJ
cblr-1724	276	5	mollick	mollick	PROPN
cblr-1724	276	6	,	,	PUNCT
cblr-1724	276	7	supra	supra	PROPN
cblr-1724	276	8	note	note	PROPN
cblr-1724	276	9	77	77	NUM
cblr-1724	276	10	,	,	PUNCT
cblr-1724	276	11	at	at	ADP
cblr-1724	276	12	37–38	37–38	NUM
cblr-1724	276	13	(	(	PUNCT
cblr-1724	276	14	explaining	explain	VERB
cblr-1724	276	15	recent	recent	ADJ
cblr-1724	276	16	findings	finding	NOUN
cblr-1724	276	17	that	that	SCONJ
cblr-1724	276	18	increasing	increase	VERB
cblr-1724	276	19	the	the	DET
cblr-1724	276	20	number	number	NOUN
cblr-1724	276	21	of	of	ADP
cblr-1724	276	22	women	woman	NOUN
cblr-1724	276	23	investing	invest	VERB
cblr-1724	276	24	in	in	ADP
cblr-1724	276	25	companies	company	NOUN
cblr-1724	276	26	does	do	AUX
cblr-1724	276	27	not	not	PART
cblr-1724	276	28	necessarily	necessarily	ADV
cblr-1724	276	29	increase	increase	VERB
cblr-1724	276	30	the	the	DET
cblr-1724	276	31	amount	amount	NOUN
cblr-1724	276	32	of	of	ADP
cblr-1724	276	33	money	money	NOUN
cblr-1724	276	34	invested	invest	VERB
cblr-1724	276	35	in	in	ADP
cblr-1724	276	36	wobs	wob	NOUN
cblr-1724	276	37	)	)	PUNCT
cblr-1724	276	38	.	.	PUNCT
cblr-1724	277	1	134	134	NUM
cblr-1724	277	2	greenberg	greenberg	PROPN
cblr-1724	277	3	&	&	CCONJ
cblr-1724	277	4	mollick	mollick	PROPN
cblr-1724	277	5	,	,	PUNCT
cblr-1724	277	6	supra	supra	PROPN
cblr-1724	277	7	note	note	PROPN
cblr-1724	277	8	77	77	NUM
cblr-1724	277	9	,	,	PUNCT
cblr-1724	277	10	at	at	ADP
cblr-1724	277	11	37–38	37–38	NUM
cblr-1724	277	12	.	.	PUNCT
cblr-1724	278	1	135	135	NUM
cblr-1724	278	2	american	american	PROPN
cblr-1724	278	3	jobs	job	NOUN
cblr-1724	278	4	act	act	PROPN
cblr-1724	278	5	:	:	PUNCT
cblr-1724	279	1	impact	impact	NOUN
cblr-1724	279	2	for	for	ADP
cblr-1724	279	3	women	woman	NOUN
cblr-1724	279	4	,	,	PUNCT
cblr-1724	279	5	supra	supra	PROPN
cblr-1724	279	6	note	note	NOUN
cblr-1724	279	7	3	3	NUM
cblr-1724	279	8	,	,	PUNCT
cblr-1724	279	9	at	at	ADP
cblr-1724	279	10	1	1	NUM
cblr-1724	279	11	.	.	PUNCT
cblr-1724	280	1	brandt	brandt	PROPN
cblr-1724	280	2	–	–	PUNCT
cblr-1724	280	3	final	final	ADJ
cblr-1724	280	4	832	832	NUM
cblr-1724	280	5	columbia	columbia	PROPN
cblr-1724	280	6	business	business	NOUN
cblr-1724	280	7	law	law	PROPN
cblr-1724	280	8	review	review	NOUN
cblr-1724	281	1	[	[	X
cblr-1724	281	2	vol	vol	NOUN
cblr-1724	281	3	.	.	NOUN
cblr-1724	281	4	2017	2017	NUM
cblr-1724	281	5	generating	generating	NOUN
cblr-1724	281	6	conversations	conversation	NOUN
cblr-1724	281	7	between	between	ADP
cblr-1724	281	8	founders	founder	NOUN
cblr-1724	281	9	and	and	CCONJ
cblr-1724	281	10	funders.136	funders.136	VERB
cblr-1724	281	11	the	the	DET
cblr-1724	281	12	broad	broad	ADJ
cblr-1724	281	13	reach	reach	NOUN
cblr-1724	281	14	of	of	ADP
cblr-1724	281	15	crowdfunding	crowdfunding	NOUN
cblr-1724	281	16	platforms	platform	NOUN
cblr-1724	281	17	into	into	ADP
cblr-1724	281	18	the	the	DET
cblr-1724	281	19	“	"	PUNCT
cblr-1724	281	20	crowd	crowd	NOUN
cblr-1724	281	21	”	"	PUNCT
cblr-1724	281	22	diversifies	diversifie	NOUN
cblr-1724	281	23	the	the	DET
cblr-1724	281	24	audience	audience	NOUN
cblr-1724	281	25	with	with	ADP
cblr-1724	281	26	which	which	PRON
cblr-1724	281	27	founders	founder	NOUN
cblr-1724	281	28	can	can	AUX
cblr-1724	281	29	engage.137	engage.137	VERB
cblr-1724	281	30	while	while	SCONJ
cblr-1724	281	31	anti	anti	ADJ
cblr-1724	281	32	-	-	NOUN
cblr-1724	281	33	fraud	fraud	ADJ
cblr-1724	281	34	and	and	CCONJ
cblr-1724	281	35	other	other	ADJ
cblr-1724	281	36	protective	protective	ADJ
cblr-1724	281	37	measures	measure	NOUN
cblr-1724	281	38	are	be	AUX
cblr-1724	281	39	certainly	certainly	ADV
cblr-1724	281	40	needed	need	VERB
cblr-1724	281	41	to	to	ADP
cblr-1724	281	42	some	some	DET
cblr-1724	281	43	degree	degree	NOUN
cblr-1724	281	44	,	,	PUNCT
cblr-1724	281	45	equity	equity	NOUN
cblr-1724	281	46	crowdfunding	crowdfunding	NOUN
cblr-1724	281	47	offers	offer	VERB
cblr-1724	281	48	a	a	DET
cblr-1724	281	49	chance	chance	NOUN
cblr-1724	281	50	for	for	SCONJ
cblr-1724	281	51	entrepreneurs	entrepreneur	NOUN
cblr-1724	281	52	,	,	PUNCT
cblr-1724	281	53	particularly	particularly	ADV
cblr-1724	281	54	women	woman	NOUN
cblr-1724	281	55	,	,	PUNCT
cblr-1724	281	56	to	to	PART
cblr-1724	281	57	solve	solve	VERB
cblr-1724	281	58	one	one	NUM
cblr-1724	281	59	of	of	ADP
cblr-1724	281	60	their	their	PRON
cblr-1724	281	61	foremost	foremost	ADJ
cblr-1724	281	62	problems	problem	NOUN
cblr-1724	281	63	—	—	PUNCT
cblr-1724	281	64	access	access	NOUN
cblr-1724	281	65	to	to	ADP
cblr-1724	281	66	capital	capital	NOUN
cblr-1724	281	67	—	—	PUNCT
cblr-1724	281	68	more	more	ADV
cblr-1724	281	69	cheaply	cheaply	ADV
cblr-1724	281	70	and	and	CCONJ
cblr-1724	281	71	efficiently.138	efficiently.138	PROPN
cblr-1724	281	72	2	2	X
cblr-1724	281	73	.	.	PUNCT
cblr-1724	281	74	regulatory	regulatory	ADJ
cblr-1724	281	75	environment	environment	NOUN
cblr-1724	281	76	prior	prior	ADV
cblr-1724	281	77	to	to	ADP
cblr-1724	281	78	the	the	DET
cblr-1724	281	79	crowdfund	crowdfund	PROPN
cblr-1724	281	80	act	act	NOUN
cblr-1724	281	81	prior	prior	ADV
cblr-1724	281	82	to	to	ADP
cblr-1724	281	83	the	the	DET
cblr-1724	281	84	crowdfund	crowdfund	PROPN
cblr-1724	281	85	act	act	PROPN
cblr-1724	281	86	,	,	PUNCT
cblr-1724	281	87	equity	equity	NOUN
cblr-1724	281	88	crowdfunding	crowdfunding	NOUN
cblr-1724	281	89	(	(	PUNCT
cblr-1724	281	90	and	and	CCONJ
cblr-1724	281	91	some	some	DET
cblr-1724	281	92	crowdfunding	crowdfunding	NOUN
cblr-1724	281	93	involving	involve	VERB
cblr-1724	281	94	debt	debt	NOUN
cblr-1724	281	95	)	)	PUNCT
cblr-1724	281	96	violated	violate	VERB
cblr-1724	281	97	federal	federal	ADJ
cblr-1724	281	98	securities	security	NOUN
cblr-1724	281	99	laws	law	NOUN
cblr-1724	281	100	—	—	PUNCT
cblr-1724	281	101	namely	namely	ADV
cblr-1724	281	102	,	,	PUNCT
cblr-1724	281	103	the	the	DET
cblr-1724	281	104	securities	security	NOUN
cblr-1724	281	105	act	act	NOUN
cblr-1724	281	106	of	of	ADP
cblr-1724	281	107	1933	1933	NUM
cblr-1724	281	108	,	,	PUNCT
cblr-1724	281	109	which	which	PRON
cblr-1724	281	110	was	be	AUX
cblr-1724	281	111	originally	originally	ADV
cblr-1724	281	112	enacted	enact	VERB
cblr-1724	281	113	in	in	ADP
cblr-1724	281	114	the	the	DET
cblr-1724	281	115	wake	wake	NOUN
cblr-1724	281	116	of	of	ADP
cblr-1724	281	117	the	the	DET
cblr-1724	281	118	great	great	ADJ
cblr-1724	281	119	depression	depression	NOUN
cblr-1724	281	120	to	to	PART
cblr-1724	281	121	stymie	stymie	VERB
cblr-1724	281	122	securities	security	NOUN
cblr-1724	281	123	fraud	fraud	NOUN
cblr-1724	281	124	through	through	ADP
cblr-1724	281	125	disclosure	disclosure	NOUN
cblr-1724	281	126	and	and	CCONJ
cblr-1724	281	127	registration	registration	NOUN
cblr-1724	281	128	with	with	ADP
cblr-1724	281	129	the	the	DET
cblr-1724	281	130	sec.139	sec.139	NOUN
cblr-1724	281	131	before	before	ADP
cblr-1724	281	132	the	the	DET
cblr-1724	281	133	crowdfund	crowdfund	PROPN
cblr-1724	281	134	act	act	PROPN
cblr-1724	281	135	,	,	PUNCT
cblr-1724	281	136	the	the	DET
cblr-1724	281	137	securities	security	NOUN
cblr-1724	281	138	act	act	NOUN
cblr-1724	281	139	of	of	ADP
cblr-1724	281	140	1933	1933	NUM
cblr-1724	281	141	prevented	prevent	VERB
cblr-1724	281	142	the	the	DET
cblr-1724	281	143	application	application	NOUN
cblr-1724	281	144	of	of	ADP
cblr-1724	281	145	crowdfunding	crowdfunde	VERB
cblr-1724	281	146	to	to	ADP
cblr-1724	281	147	equity	equity	NOUN
cblr-1724	281	148	offerings	offering	NOUN
cblr-1724	281	149	both	both	CCONJ
cblr-1724	281	150	on	on	ADP
cblr-1724	281	151	the	the	DET
cblr-1724	281	152	offeror	offeror	NOUN
cblr-1724	281	153	and	and	CCONJ
cblr-1724	281	154	offeree	offeree	ADJ
cblr-1724	281	155	sides.140	sides.140	ADJ
cblr-1724	281	156	firms	firm	NOUN
cblr-1724	281	157	could	could	AUX
cblr-1724	281	158	not	not	PART
cblr-1724	281	159	offer	offer	VERB
cblr-1724	281	160	securities	security	NOUN
cblr-1724	281	161	online	online	ADV
cblr-1724	281	162	because	because	SCONJ
cblr-1724	281	163	of	of	ADP
cblr-1724	281	164	sec	sec	PROPN
cblr-1724	281	165	registration	registration	NOUN
cblr-1724	281	166	requirements	requirement	NOUN
cblr-1724	281	167	and	and	CCONJ
cblr-1724	281	168	offerees	offeree	NOUN
cblr-1724	281	169	could	could	AUX
cblr-1724	281	170	not	not	PART
cblr-1724	281	171	participate	participate	VERB
cblr-1724	281	172	in	in	ADP
cblr-1724	281	173	such	such	ADJ
cblr-1724	281	174	offerings	offering	NOUN
cblr-1724	281	175	because	because	SCONJ
cblr-1724	281	176	of	of	ADP
cblr-1724	281	177	the	the	DET
cblr-1724	281	178	requirements	requirement	NOUN
cblr-1724	281	179	in	in	ADP
cblr-1724	281	180	place	place	NOUN
cblr-1724	281	181	for	for	ADP
cblr-1724	281	182	accredited	accredit	VERB
cblr-1724	281	183	investors.141	investors.141	NOUN
cblr-1724	281	184	finally	finally	ADV
cblr-1724	281	185	,	,	PUNCT
cblr-1724	281	186	the	the	DET
cblr-1724	281	187	regulations	regulation	NOUN
cblr-1724	281	188	restricted	restrict	VERB
cblr-1724	281	189	intermediaries	intermediary	NOUN
cblr-1724	281	190	from	from	ADP
cblr-1724	281	191	selling	sell	VERB
cblr-1724	281	192	securities	security	NOUN
cblr-1724	281	193	with	with	ADP
cblr-1724	281	194	requirements	requirement	NOUN
cblr-1724	281	195	for	for	ADP
cblr-1724	281	196	registration.142	registration.142	PRON
cblr-1724	281	197	the	the	DET
cblr-1724	281	198	securities	security	NOUN
cblr-1724	281	199	act	act	NOUN
cblr-1724	281	200	of	of	ADP
cblr-1724	281	201	1933	1933	NUM
cblr-1724	281	202	lists	list	VERB
cblr-1724	281	203	several	several	ADJ
cblr-1724	281	204	financial	financial	ADJ
cblr-1724	281	205	instruments	instrument	NOUN
cblr-1724	281	206	that	that	PRON
cblr-1724	281	207	qualify	qualify	VERB
cblr-1724	281	208	as	as	ADP
cblr-1724	281	209	“	"	PUNCT
cblr-1724	281	210	securities	security	NOUN
cblr-1724	281	211	,	,	PUNCT
cblr-1724	281	212	”	"	PUNCT
cblr-1724	281	213	including	include	VERB
cblr-1724	281	214	notes	note	NOUN
cblr-1724	281	215	,	,	PUNCT
cblr-1724	281	216	stock	stock	NOUN
cblr-1724	281	217	,	,	PUNCT
cblr-1724	281	218	and	and	CCONJ
cblr-1724	281	219	investment	investment	NOUN
cblr-1724	281	220	136	136	NUM
cblr-1724	281	221	see	see	VERB
cblr-1724	281	222	mathews	mathew	NOUN
cblr-1724	281	223	,	,	PUNCT
cblr-1724	281	224	supra	supra	PROPN
cblr-1724	281	225	note	note	NOUN
cblr-1724	281	226	116	116	NUM
cblr-1724	281	227	,	,	PUNCT
cblr-1724	281	228	at	at	ADP
cblr-1724	281	229	299–300	299–300	NUM
cblr-1724	281	230	.	.	PUNCT
cblr-1724	282	1	137	137	NUM
cblr-1724	283	1	i	i	NOUN
cblr-1724	283	2	d.	d.	PROPN
cblr-1724	283	3	138	138	NUM
cblr-1724	284	1	i	i	PROPN
cblr-1724	284	2	d.	d.	PROPN
cblr-1724	284	3	;	;	PUNCT
cblr-1724	284	4	bradford	bradford	PROPN
cblr-1724	284	5	,	,	PUNCT
cblr-1724	284	6	supra	supra	PROPN
cblr-1724	284	7	note	note	PROPN
cblr-1724	284	8	110	110	NUM
cblr-1724	284	9	,	,	PUNCT
cblr-1724	284	10	at	at	ADP
cblr-1724	284	11	5	5	NUM
cblr-1724	284	12	;	;	PUNCT
cblr-1724	284	13	greenberg	greenberg	PROPN
cblr-1724	284	14	&	&	CCONJ
cblr-1724	284	15	mollick	mollick	PROPN
cblr-1724	284	16	,	,	PUNCT
cblr-1724	284	17	supra	supra	PROPN
cblr-1724	284	18	note	note	PROPN
cblr-1724	284	19	77	77	NUM
cblr-1724	284	20	,	,	PUNCT
cblr-1724	284	21	at	at	ADP
cblr-1724	284	22	4	4	NUM
cblr-1724	284	23	.	.	NOUN
cblr-1724	284	24	139	139	NUM
cblr-1724	284	25	bradford	bradford	NOUN
cblr-1724	284	26	,	,	PUNCT
cblr-1724	284	27	supra	supra	PROPN
cblr-1724	284	28	note	note	PROPN
cblr-1724	284	29	110	110	NUM
cblr-1724	284	30	,	,	PUNCT
cblr-1724	284	31	at	at	ADP
cblr-1724	284	32	6	6	NUM
cblr-1724	284	33	;	;	PUNCT
cblr-1724	284	34	matthew	matthew	PROPN
cblr-1724	284	35	o’brien	o’brien	PROPN
cblr-1724	284	36	,	,	PUNCT
cblr-1724	284	37	choice	choice	NOUN
cblr-1724	284	38	of	of	ADP
cblr-1724	284	39	forum	forum	NOUN
cblr-1724	284	40	in	in	ADP
cblr-1724	284	41	securities	security	NOUN
cblr-1724	284	42	class	class	NOUN
cblr-1724	284	43	actions	action	NOUN
cblr-1724	284	44	:	:	PUNCT
cblr-1724	284	45	confronting	confront	VERB
cblr-1724	284	46	“	"	PUNCT
cblr-1724	284	47	reform	reform	NOUN
cblr-1724	284	48	”	"	PUNCT
cblr-1724	284	49	of	of	ADP
cblr-1724	284	50	the	the	DET
cblr-1724	284	51	securities	security	NOUN
cblr-1724	284	52	act	act	NOUN
cblr-1724	284	53	of	of	ADP
cblr-1724	284	54	1933	1933	NUM
cblr-1724	284	55	,	,	PUNCT
cblr-1724	284	56	28	28	NUM
cblr-1724	284	57	rev	rev	X
cblr-1724	284	58	.	.	PROPN
cblr-1724	284	59	litig	litig	PROPN
cblr-1724	284	60	.	.	PUNCT
cblr-1724	285	1	845	845	NUM
cblr-1724	285	2	,	,	PUNCT
cblr-1724	285	3	846	846	NUM
cblr-1724	285	4	(	(	PUNCT
cblr-1724	285	5	2009	2009	NUM
cblr-1724	285	6	)	)	PUNCT
cblr-1724	285	7	.	.	PUNCT
cblr-1724	286	1	140	140	NUM
cblr-1724	286	2	bradford	bradford	NOUN
cblr-1724	286	3	,	,	PUNCT
cblr-1724	286	4	supra	supra	PROPN
cblr-1724	286	5	note	note	PROPN
cblr-1724	286	6	110	110	NUM
cblr-1724	286	7	,	,	PUNCT
cblr-1724	286	8	at	at	ADP
cblr-1724	286	9	30	30	NUM
cblr-1724	286	10	.	.	PUNCT
cblr-1724	287	1	see	see	VERB
cblr-1724	287	2	generally	generally	ADV
cblr-1724	287	3	securities	security	NOUN
cblr-1724	287	4	act	act	NOUN
cblr-1724	287	5	of	of	ADP
cblr-1724	287	6	1933	1933	NUM
cblr-1724	287	7	,	,	PUNCT
cblr-1724	287	8	15	15	NUM
cblr-1724	287	9	u.s.c	u.s.c	NOUN
cblr-1724	287	10	.	.	PUNCT
cblr-1724	288	1	§	§	PROPN
cblr-1724	288	2	§	§	PROPN
cblr-1724	288	3	77a–77aa	77a–77aa	NUM
cblr-1724	288	4	(	(	PUNCT
cblr-1724	288	5	2012	2012	NUM
cblr-1724	288	6	)	)	PUNCT
cblr-1724	288	7	.	.	PUNCT
cblr-1724	289	1	141	141	NUM
cblr-1724	289	2	see	see	NOUN
cblr-1724	289	3	mashburn	mashburn	NOUN
cblr-1724	289	4	,	,	PUNCT
cblr-1724	289	5	supra	supra	PROPN
cblr-1724	289	6	note	note	NOUN
cblr-1724	289	7	113	113	NUM
cblr-1724	289	8	,	,	PUNCT
cblr-1724	289	9	at	at	ADP
cblr-1724	289	10	132	132	NUM
cblr-1724	289	11	.	.	NUM
cblr-1724	289	12	142	142	NUM
cblr-1724	289	13	see	see	VERB
cblr-1724	289	14	bradford	bradford	NOUN
cblr-1724	289	15	,	,	PUNCT
cblr-1724	289	16	supra	supra	PROPN
cblr-1724	289	17	note	note	PROPN
cblr-1724	289	18	110	110	NUM
cblr-1724	289	19	,	,	PUNCT
cblr-1724	289	20	at	at	ADP
cblr-1724	289	21	24	24	NUM
cblr-1724	289	22	.	.	PUNCT
cblr-1724	290	1	brandt	brandt	PROPN
cblr-1724	290	2	–	–	PUNCT
cblr-1724	290	3	final	final	ADJ
cblr-1724	290	4	no	no	NOUN
cblr-1724	290	5	.	.	NOUN
cblr-1724	290	6	2:807	2:807	NUM
cblr-1724	290	7	]	]	PUNCT
cblr-1724	290	8	women	woman	NOUN
cblr-1724	290	9	-	-	PUNCT
cblr-1724	290	10	owned	own	VERB
cblr-1724	290	11	businesses	business	NOUN
cblr-1724	290	12	’	'	PUNCT
cblr-1724	290	13	access	access	NOUN
cblr-1724	290	14	to	to	ADP
cblr-1724	290	15	capital	capital	NOUN
cblr-1724	290	16	833	833	NUM
cblr-1724	290	17	contracts.143	contracts.143	NOUN
cblr-1724	290	18	for	for	ADP
cblr-1724	290	19	purposes	purpose	NOUN
cblr-1724	290	20	of	of	ADP
cblr-1724	290	21	this	this	DET
cblr-1724	290	22	note	note	NOUN
cblr-1724	290	23	,	,	PUNCT
cblr-1724	290	24	a	a	DET
cblr-1724	290	25	securities	security	NOUN
cblr-1724	290	26	offering	offering	NOUN
cblr-1724	290	27	,	,	PUNCT
cblr-1724	290	28	or	or	CCONJ
cblr-1724	290	29	“	"	PUNCT
cblr-1724	290	30	offering	offering	NOUN
cblr-1724	290	31	,	,	PUNCT
cblr-1724	290	32	”	"	PUNCT
cblr-1724	290	33	refers	refer	VERB
cblr-1724	290	34	to	to	ADP
cblr-1724	290	35	any	any	DET
cblr-1724	290	36	exchange	exchange	NOUN
cblr-1724	290	37	of	of	ADP
cblr-1724	290	38	money	money	NOUN
cblr-1724	290	39	for	for	ADP
cblr-1724	290	40	stock	stock	NOUN
cblr-1724	290	41	or	or	CCONJ
cblr-1724	290	42	debt	debt	NOUN
cblr-1724	290	43	in	in	ADP
cblr-1724	290	44	the	the	DET
cblr-1724	290	45	offeror	offeror	NOUN
cblr-1724	290	46	entity	entity	NOUN
cblr-1724	290	47	.	.	PUNCT
cblr-1724	291	1	registration	registration	NOUN
cblr-1724	291	2	for	for	ADP
cblr-1724	291	3	a	a	DET
cblr-1724	291	4	full	full	ADV
cblr-1724	291	5	-	-	PUNCT
cblr-1724	291	6	blown	blow	VERB
cblr-1724	291	7	securities	security	NOUN
cblr-1724	291	8	offering	offering	NOUN
cblr-1724	291	9	under	under	ADP
cblr-1724	291	10	these	these	DET
cblr-1724	291	11	regulations	regulation	NOUN
cblr-1724	291	12	is	be	AUX
cblr-1724	291	13	typically	typically	ADV
cblr-1724	291	14	prohibitively	prohibitively	ADV
cblr-1724	291	15	expensive	expensive	ADJ
cblr-1724	291	16	and	and	CCONJ
cblr-1724	291	17	time	time	NOUN
cblr-1724	291	18	-	-	PUNCT
cblr-1724	291	19	consuming	consume	VERB
cblr-1724	291	20	for	for	ADP
cblr-1724	291	21	early	early	ADJ
cblr-1724	291	22	-	-	PUNCT
cblr-1724	291	23	stage	stage	NOUN
cblr-1724	291	24	startups.144	startups.144	PROPN
cblr-1724	291	25	congress	congress	PROPN
cblr-1724	291	26	developed	develop	VERB
cblr-1724	291	27	these	these	DET
cblr-1724	291	28	restrictive	restrictive	ADJ
cblr-1724	291	29	regulations	regulation	NOUN
cblr-1724	291	30	in	in	ADP
cblr-1724	291	31	order	order	NOUN
cblr-1724	291	32	to	to	PART
cblr-1724	291	33	prevent	prevent	VERB
cblr-1724	291	34	potential	potential	ADJ
cblr-1724	291	35	securities	security	NOUN
cblr-1724	291	36	fraud	fraud	NOUN
cblr-1724	291	37	and	and	CCONJ
cblr-1724	291	38	to	to	PART
cblr-1724	291	39	increase	increase	VERB
cblr-1724	291	40	investor	investor	NOUN
cblr-1724	291	41	confidence	confidence	NOUN
cblr-1724	291	42	in	in	ADP
cblr-1724	291	43	public	public	ADJ
cblr-1724	291	44	offering	offering	NOUN
cblr-1724	291	45	markets.145	markets.145	VERB
cblr-1724	291	46	in	in	ADP
cblr-1724	291	47	an	an	DET
cblr-1724	291	48	attempt	attempt	NOUN
cblr-1724	291	49	to	to	PART
cblr-1724	291	50	improve	improve	VERB
cblr-1724	291	51	investor	investor	NOUN
cblr-1724	291	52	confidence	confidence	NOUN
cblr-1724	291	53	in	in	ADP
cblr-1724	291	54	the	the	DET
cblr-1724	291	55	companies	company	NOUN
cblr-1724	291	56	’	’	PART
cblr-1724	291	57	financial	financial	ADJ
cblr-1724	291	58	statement	statement	NOUN
cblr-1724	291	59	disclosures	disclosure	NOUN
cblr-1724	291	60	,	,	PUNCT
cblr-1724	291	61	congress	congress	PROPN
cblr-1724	291	62	enacted	enact	VERB
cblr-1724	291	63	the	the	DET
cblr-1724	291	64	2002	2002	NUM
cblr-1724	291	65	sarbanes	sarbanes	PROPN
cblr-1724	291	66	-	-	PUNCT
cblr-1724	291	67	oxley	oxley	PROPN
cblr-1724	291	68	act	act	PROPN
cblr-1724	291	69	,	,	PUNCT
cblr-1724	291	70	which	which	PRON
cblr-1724	291	71	further	far	ADV
cblr-1724	291	72	strengthened	strengthen	VERB
cblr-1724	291	73	the	the	DET
cblr-1724	291	74	reporting	reporting	NOUN
cblr-1724	291	75	requirements	requirement	NOUN
cblr-1724	291	76	for	for	ADP
cblr-1724	291	77	businesses	business	NOUN
cblr-1724	291	78	seeking	seek	VERB
cblr-1724	291	79	to	to	PART
cblr-1724	291	80	raise	raise	VERB
cblr-1724	291	81	capital.146	capital.146	NUM
cblr-1724	291	82	congress	congress	PROPN
cblr-1724	291	83	enacted	enact	VERB
cblr-1724	291	84	sarbanes	sarbane	NOUN
cblr-1724	291	85	-	-	NOUN
cblr-1724	291	86	oxley	oxley	NOUN
cblr-1724	291	87	in	in	ADP
cblr-1724	291	88	the	the	DET
cblr-1724	291	89	wake	wake	NOUN
cblr-1724	291	90	of	of	ADP
cblr-1724	291	91	accounting	accounting	NOUN
cblr-1724	291	92	scandals	scandal	NOUN
cblr-1724	291	93	at	at	ADP
cblr-1724	291	94	several	several	ADJ
cblr-1724	291	95	large	large	ADJ
cblr-1724	291	96	companies	company	NOUN
cblr-1724	291	97	,	,	PUNCT
cblr-1724	291	98	such	such	ADJ
cblr-1724	291	99	as	as	ADP
cblr-1724	291	100	enron	enron	PROPN
cblr-1724	291	101	and	and	CCONJ
cblr-1724	291	102	worldcom	worldcom	PROPN
cblr-1724	291	103	,	,	PUNCT
cblr-1724	291	104	which	which	PRON
cblr-1724	291	105	lost	lose	VERB
cblr-1724	291	106	investors	investor	NOUN
cblr-1724	291	107	billions	billion	NOUN
cblr-1724	291	108	of	of	ADP
cblr-1724	291	109	dollars	dollar	NOUN
cblr-1724	291	110	and	and	CCONJ
cblr-1724	291	111	reduced	reduce	VERB
cblr-1724	291	112	investor	investor	NOUN
cblr-1724	291	113	confidence	confidence	NOUN
cblr-1724	291	114	in	in	ADP
cblr-1724	291	115	the	the	DET
cblr-1724	291	116	markets.147	markets.147	PROPN
cblr-1724	291	117	section	section	NOUN
cblr-1724	291	118	404	404	NUM
cblr-1724	291	119	of	of	ADP
cblr-1724	291	120	sarbanes	sarbanes	PROPN
cblr-1724	291	121	-	-	PUNCT
cblr-1724	291	122	oxley	oxley	PROPN
cblr-1724	291	123	requires	require	VERB
cblr-1724	291	124	an	an	DET
cblr-1724	291	125	independent	independent	ADJ
cblr-1724	291	126	audit	audit	NOUN
cblr-1724	291	127	of	of	ADP
cblr-1724	291	128	internal	internal	ADJ
cblr-1724	291	129	controls	control	NOUN
cblr-1724	291	130	on	on	ADP
cblr-1724	291	131	financial	financial	ADJ
cblr-1724	291	132	reporting	reporting	NOUN
cblr-1724	291	133	and	and	CCONJ
cblr-1724	291	134	has	have	AUX
cblr-1724	291	135	proven	prove	VERB
cblr-1724	291	136	particularly	particularly	ADV
cblr-1724	291	137	costly	costly	ADJ
cblr-1724	291	138	and	and	CCONJ
cblr-1724	291	139	time	time	NOUN
cblr-1724	291	140	-	-	PUNCT
cblr-1724	291	141	consuming	consume	VERB
cblr-1724	291	142	,	,	PUNCT
cblr-1724	291	143	especially	especially	ADV
cblr-1724	291	144	for	for	ADP
cblr-1724	291	145	smaller	small	ADJ
cblr-1724	291	146	companies.148	companies.148	NOUN
cblr-1724	291	147	while	while	SCONJ
cblr-1724	291	148	congress	congress	PROPN
cblr-1724	291	149	directed	direct	VERB
cblr-1724	291	150	sarbanes	sarbanes	PROPN
cblr-1724	291	151	-	-	PUNCT
cblr-1724	291	152	oxley	oxley	NOUN
cblr-1724	291	153	at	at	ADP
cblr-1724	291	154	public	public	ADJ
cblr-1724	291	155	companies	company	NOUN
cblr-1724	291	156	,	,	PUNCT
cblr-1724	291	157	provisions	provision	NOUN
cblr-1724	291	158	such	such	ADJ
cblr-1724	291	159	as	as	ADP
cblr-1724	291	160	section	section	NOUN
cblr-1724	291	161	404	404	NUM
cblr-1724	291	162	and	and	CCONJ
cblr-1724	291	163	its	its	PRON
cblr-1724	291	164	expensive	expensive	ADJ
cblr-1724	291	165	compliance	compliance	NOUN
cblr-1724	291	166	costs	cost	NOUN
cblr-1724	291	167	are	be	AUX
cblr-1724	291	168	concerning	concern	VERB
cblr-1724	291	169	for	for	ADP
cblr-1724	291	170	any	any	DET
cblr-1724	291	171	company	company	NOUN
cblr-1724	291	172	considering	consider	VERB
cblr-1724	291	173	an	an	DET
cblr-1724	291	174	initial	initial	ADJ
cblr-1724	291	175	public	public	ADJ
cblr-1724	291	176	offering	offering	NOUN
cblr-1724	291	177	(	(	PUNCT
cblr-1724	291	178	“	"	PUNCT
cblr-1724	291	179	ipo”).149	ipo”).149	VERB
cblr-1724	291	180	some	some	DET
cblr-1724	291	181	commentators	commentator	NOUN
cblr-1724	291	182	even	even	ADV
cblr-1724	291	183	blamed	blame	VERB
cblr-1724	291	184	sarbanes	sarbane	NOUN
cblr-1724	291	185	-	-	PUNCT
cblr-1724	291	186	oxley	oxley	PROPN
cblr-1724	291	187	for	for	ADP
cblr-1724	291	188	the	the	DET
cblr-1724	291	189	ipo	ipo	NOUN
cblr-1724	291	190	slow	slow	NOUN
cblr-1724	291	191	-	-	PUNCT
cblr-1724	291	192	down	down	NOUN
cblr-1724	291	193	in	in	ADP
cblr-1724	291	194	the	the	DET
cblr-1724	291	195	early	early	ADJ
cblr-1724	291	196	2000s.150	2000s.150	NUM
cblr-1724	292	1	143	143	NUM
cblr-1724	292	2	15	15	NUM
cblr-1724	292	3	u.s.c	u.s.c	ADJ
cblr-1724	292	4	.	.	PUNCT
cblr-1724	293	1	§	§	PROPN
cblr-1724	293	2	77b(a)(1	77b(a)(1	NUM
cblr-1724	293	3	)	)	PUNCT
cblr-1724	293	4	(	(	PUNCT
cblr-1724	293	5	2012	2012	NUM
cblr-1724	293	6	)	)	PUNCT
cblr-1724	293	7	;	;	PUNCT
cblr-1724	293	8	see	see	VERB
cblr-1724	293	9	also	also	ADV
cblr-1724	293	10	mashburn	mashburn	VERB
cblr-1724	293	11	,	,	PUNCT
cblr-1724	293	12	supra	supra	PROPN
cblr-1724	293	13	note	note	NOUN
cblr-1724	293	14	113	113	NUM
cblr-1724	293	15	,	,	PUNCT
cblr-1724	293	16	at	at	ADP
cblr-1724	293	17	138	138	NUM
cblr-1724	293	18	.	.	PUNCT
cblr-1724	294	1	144	144	NUM
cblr-1724	294	2	bradford	bradford	NOUN
cblr-1724	294	3	,	,	PUNCT
cblr-1724	294	4	supra	supra	PROPN
cblr-1724	294	5	note	note	PROPN
cblr-1724	294	6	110	110	NUM
cblr-1724	294	7	,	,	PUNCT
cblr-1724	294	8	at	at	ADP
cblr-1724	294	9	42–43	42–43	NUM
cblr-1724	294	10	.	.	PUNCT
cblr-1724	294	11	145	145	NUM
cblr-1724	294	12	see	see	VERB
cblr-1724	294	13	mashburn	mashburn	NOUN
cblr-1724	294	14	,	,	PUNCT
cblr-1724	294	15	supra	supra	PROPN
cblr-1724	294	16	note	note	PROPN
cblr-1724	294	17	113	113	NUM
cblr-1724	294	18	,	,	PUNCT
cblr-1724	294	19	at	at	ADP
cblr-1724	294	20	146–47	146–47	NUM
cblr-1724	294	21	.	.	PROPN
cblr-1724	294	22	146	146	NUM
cblr-1724	294	23	sarah	sarah	PROPN
cblr-1724	294	24	y.	y.	PROPN
cblr-1724	294	25	rifaat	rifaat	PROPN
cblr-1724	294	26	,	,	PUNCT
cblr-1724	294	27	it	it	PRON
cblr-1724	294	28	’s	’	VERB
cblr-1724	294	29	payback	payback	NOUN
cblr-1724	294	30	time	time	NOUN
cblr-1724	294	31	,	,	PUNCT
cblr-1724	294	32	or	or	CCONJ
cblr-1724	294	33	is	be	AUX
cblr-1724	294	34	it	it	PRON
cblr-1724	294	35	?	?	PUNCT
cblr-1724	294	36	:	:	PUNCT
cblr-1724	294	37	an	an	DET
cblr-1724	294	38	argument	argument	NOUN
cblr-1724	294	39	to	to	PART
cblr-1724	294	40	apply	apply	VERB
cblr-1724	294	41	universal	universal	ADJ
cblr-1724	294	42	heightened	heighten	VERB
cblr-1724	294	43	standards	standard	NOUN
cblr-1724	294	44	to	to	ADP
cblr-1724	294	45	all	all	DET
cblr-1724	294	46	employee	employee	NOUN
cblr-1724	294	47	stock	stock	NOUN
cblr-1724	294	48	-	-	PUNCT
cblr-1724	294	49	based	base	VERB
cblr-1724	294	50	individual	individual	ADJ
cblr-1724	294	51	account	account	NOUN
cblr-1724	294	52	programs	program	NOUN
cblr-1724	294	53	in	in	ADP
cblr-1724	294	54	the	the	DET
cblr-1724	294	55	post	post	ADJ
cblr-1724	294	56	-	-	PROPN
cblr-1724	294	57	enron	enron	ADJ
cblr-1724	294	58	era	era	NOUN
cblr-1724	294	59	and	and	CCONJ
cblr-1724	294	60	why	why	SCONJ
cblr-1724	294	61	sarbanes	sarbane	NOUN
cblr-1724	294	62	-	-	PUNCT
cblr-1724	294	63	oxley	oxley	PROPN
cblr-1724	294	64	’s	’s	PART
cblr-1724	294	65	preventive	preventive	ADJ
cblr-1724	294	66	measures	measure	NOUN
cblr-1724	294	67	do	do	AUX
cblr-1724	294	68	not	not	PART
cblr-1724	294	69	adequately	adequately	ADV
cblr-1724	294	70	protect	protect	VERB
cblr-1724	294	71	employee	employee	NOUN
cblr-1724	294	72	investor	investor	NOUN
cblr-1724	294	73	interests	interest	NOUN
cblr-1724	294	74	,	,	PUNCT
cblr-1724	294	75	32	32	NUM
cblr-1724	294	76	pepp	pepp	PROPN
cblr-1724	294	77	.	.	PUNCT
cblr-1724	294	78	l.	l.	PROPN
cblr-1724	294	79	rev	rev	PROPN
cblr-1724	294	80	.	.	PROPN
cblr-1724	294	81	671	671	NUM
cblr-1724	294	82	,	,	PUNCT
cblr-1724	294	83	709–710	709–710	NUM
cblr-1724	294	84	(	(	PUNCT
cblr-1724	294	85	2005	2005	NUM
cblr-1724	294	86	)	)	PUNCT
cblr-1724	294	87	.	.	PUNCT
cblr-1724	295	1	147	147	NUM
cblr-1724	296	1	i	i	PRON
cblr-1724	296	2	d.	d.	PROPN
cblr-1724	296	3	148	148	NUM
cblr-1724	296	4	carlos	carlo	NOUN
cblr-1724	296	5	berdejó	berdejó	NOUN
cblr-1724	296	6	,	,	PUNCT
cblr-1724	296	7	going	go	VERB
cblr-1724	296	8	public	public	ADJ
cblr-1724	296	9	after	after	ADP
cblr-1724	296	10	the	the	DET
cblr-1724	296	11	jobs	job	NOUN
cblr-1724	296	12	act	act	PROPN
cblr-1724	296	13	,	,	PUNCT
cblr-1724	297	1	76	76	NUM
cblr-1724	297	2	ohio	ohio	PROPN
cblr-1724	297	3	st	st	PROPN
cblr-1724	297	4	.	.	PROPN
cblr-1724	297	5	l.j	l.j	PROPN
cblr-1724	297	6	.	.	PROPN
cblr-1724	297	7	1	1	NUM
cblr-1724	297	8	,	,	PUNCT
cblr-1724	297	9	15–16	15–16	NUM
cblr-1724	297	10	(	(	PUNCT
cblr-1724	297	11	2015	2015	NUM
cblr-1724	297	12	)	)	PUNCT
cblr-1724	297	13	.	.	PUNCT
cblr-1724	298	1	149	149	NUM
cblr-1724	299	1	i	i	PRON
cblr-1724	299	2	d.	d.	PROPN
cblr-1724	299	3	150	150	NUM
cblr-1724	299	4	america	america	PROPN
cblr-1724	299	5	as	as	ADP
cblr-1724	299	6	number	number	NOUN
cblr-1724	299	7	two	two	NUM
cblr-1724	299	8	:	:	PUNCT
cblr-1724	299	9	hong	hong	PROPN
cblr-1724	299	10	kong	kong	PROPN
cblr-1724	299	11	again	again	ADV
cblr-1724	299	12	beat	beat	VERB
cblr-1724	299	13	the	the	DET
cblr-1724	299	14	nyse	nyse	PROPN
cblr-1724	299	15	in	in	ADP
cblr-1724	299	16	new	new	ADJ
cblr-1724	299	17	stock	stock	NOUN
cblr-1724	299	18	offerings	offering	NOUN
cblr-1724	299	19	in	in	ADP
cblr-1724	299	20	2011	2011	NUM
cblr-1724	299	21	,	,	PUNCT
cblr-1724	299	22	wall	wall	PROPN
cblr-1724	299	23	st	st	PROPN
cblr-1724	299	24	.	.	PROPN
cblr-1724	299	25	j.	j.	PROPN
cblr-1724	299	26	(	(	PUNCT
cblr-1724	299	27	jan	jan	PROPN
cblr-1724	299	28	.	.	PROPN
cblr-1724	299	29	4	4	NUM
cblr-1724	299	30	,	,	PUNCT
cblr-1724	299	31	2012	2012	NUM
cblr-1724	299	32	)	)	PUNCT
cblr-1724	299	33	,	,	PUNCT
cblr-1724	299	34	brandt	brandt	PROPN
cblr-1724	299	35	–	–	PUNCT
cblr-1724	300	1	final	final	ADJ
cblr-1724	300	2	834	834	NUM
cblr-1724	300	3	columbia	columbia	PROPN
cblr-1724	300	4	business	business	NOUN
cblr-1724	300	5	law	law	PROPN
cblr-1724	300	6	review	review	NOUN
cblr-1724	300	7	[	[	X
cblr-1724	300	8	vol	vol	NOUN
cblr-1724	300	9	.	.	NOUN
cblr-1724	300	10	2017	2017	NUM
cblr-1724	300	11	under	under	ADP
cblr-1724	300	12	the	the	DET
cblr-1724	300	13	securities	security	NOUN
cblr-1724	300	14	act	act	NOUN
cblr-1724	300	15	of	of	ADP
cblr-1724	300	16	1933	1933	NUM
cblr-1724	300	17	and	and	CCONJ
cblr-1724	300	18	sarbanes	sarbane	NOUN
cblr-1724	300	19	-	-	PUNCT
cblr-1724	300	20	oxley	oxley	NOUN
cblr-1724	300	21	,	,	PUNCT
cblr-1724	300	22	congress	congress	PROPN
cblr-1724	300	23	required	require	VERB
cblr-1724	300	24	companies	company	NOUN
cblr-1724	300	25	to	to	PART
cblr-1724	300	26	register	register	VERB
cblr-1724	300	27	with	with	ADP
cblr-1724	300	28	the	the	DET
cblr-1724	300	29	sec	sec	PROPN
cblr-1724	300	30	and	and	CCONJ
cblr-1724	300	31	engage	engage	VERB
cblr-1724	300	32	in	in	ADP
cblr-1724	300	33	costly	costly	ADJ
cblr-1724	300	34	disclosures	disclosure	NOUN
cblr-1724	300	35	in	in	ADP
cblr-1724	300	36	order	order	NOUN
cblr-1724	300	37	to	to	PART
cblr-1724	300	38	offer	offer	VERB
cblr-1724	300	39	securities	security	NOUN
cblr-1724	300	40	,	,	PUNCT
cblr-1724	300	41	go	go	VERB
cblr-1724	300	42	public	public	ADJ
cblr-1724	300	43	,	,	PUNCT
cblr-1724	300	44	and	and	CCONJ
cblr-1724	300	45	stay	stay	VERB
cblr-1724	300	46	public.151	public.151	PROPN
cblr-1724	300	47	sarbanes	sarbanes	PROPN
cblr-1724	300	48	-	-	PUNCT
cblr-1724	300	49	oxley	oxley	NOUN
cblr-1724	300	50	increased	increase	VERB
cblr-1724	300	51	the	the	DET
cblr-1724	300	52	cost	cost	NOUN
cblr-1724	300	53	of	of	ADP
cblr-1724	300	54	these	these	DET
cblr-1724	300	55	disclosures	disclosure	NOUN
cblr-1724	300	56	further	far	ADV
cblr-1724	300	57	by	by	ADP
cblr-1724	300	58	creating	create	VERB
cblr-1724	300	59	stringent	stringent	ADJ
cblr-1724	300	60	requirements	requirement	NOUN
cblr-1724	300	61	for	for	ADP
cblr-1724	300	62	the	the	DET
cblr-1724	300	63	disclosures	disclosure	NOUN
cblr-1724	300	64	and	and	CCONJ
cblr-1724	300	65	personal	personal	ADJ
cblr-1724	300	66	liability	liability	NOUN
cblr-1724	300	67	for	for	ADP
cblr-1724	300	68	officers	officer	NOUN
cblr-1724	300	69	of	of	ADP
cblr-1724	300	70	offending	offend	VERB
cblr-1724	300	71	companies.152	companies.152	NOUN
cblr-1724	300	72	congress	congress	PROPN
cblr-1724	300	73	developed	develop	VERB
cblr-1724	300	74	these	these	DET
cblr-1724	300	75	strict	strict	ADJ
cblr-1724	300	76	disclosure	disclosure	NOUN
cblr-1724	300	77	requirements	requirement	NOUN
cblr-1724	300	78	to	to	PART
cblr-1724	300	79	increase	increase	VERB
cblr-1724	300	80	investors	investor	NOUN
cblr-1724	300	81	’	'	PUNCT
cblr-1724	300	82	ability	ability	NOUN
cblr-1724	300	83	to	to	PART
cblr-1724	300	84	conduct	conduct	VERB
cblr-1724	300	85	appropriate	appropriate	ADJ
cblr-1724	300	86	due	due	ADJ
cblr-1724	300	87	diligence	diligence	NOUN
cblr-1724	300	88	on	on	ADP
cblr-1724	300	89	potential	potential	ADJ
cblr-1724	300	90	investments	investment	NOUN
cblr-1724	300	91	,	,	PUNCT
cblr-1724	300	92	to	to	PART
cblr-1724	300	93	increase	increase	VERB
cblr-1724	300	94	investor	investor	NOUN
cblr-1724	300	95	confidence	confidence	NOUN
cblr-1724	300	96	in	in	ADP
cblr-1724	300	97	public	public	ADJ
cblr-1724	300	98	capital	capital	NOUN
cblr-1724	300	99	markets	market	NOUN
cblr-1724	300	100	,	,	PUNCT
cblr-1724	300	101	and	and	CCONJ
cblr-1724	300	102	to	to	PART
cblr-1724	300	103	reduce	reduce	VERB
cblr-1724	300	104	fraud.153	fraud.153	NOUN
cblr-1724	300	105	while	while	SCONJ
cblr-1724	300	106	these	these	DET
cblr-1724	300	107	rationales	rationale	NOUN
cblr-1724	300	108	are	be	AUX
cblr-1724	300	109	unquestionably	unquestionably	ADV
cblr-1724	300	110	important	important	ADJ
cblr-1724	300	111	considerations	consideration	NOUN
cblr-1724	300	112	in	in	ADP
cblr-1724	300	113	securities	security	NOUN
cblr-1724	300	114	law	law	NOUN
cblr-1724	300	115	,	,	PUNCT
cblr-1724	300	116	other	other	ADJ
cblr-1724	300	117	scholarly	scholarly	ADJ
cblr-1724	300	118	literature	literature	NOUN
cblr-1724	300	119	covers	cover	VERB
cblr-1724	300	120	them	they	PRON
cblr-1724	300	121	extensively	extensively	ADV
cblr-1724	300	122	and	and	CCONJ
cblr-1724	300	123	they	they	PRON
cblr-1724	300	124	are	be	AUX
cblr-1724	300	125	largely	largely	ADV
cblr-1724	300	126	outside	outside	ADP
cblr-1724	300	127	the	the	DET
cblr-1724	300	128	scope	scope	NOUN
cblr-1724	300	129	of	of	ADP
cblr-1724	300	130	this	this	DET
cblr-1724	300	131	particular	particular	ADJ
cblr-1724	300	132	note.154	note.154	PROPN
cblr-1724	300	133	sarbanes	sarbanes	PROPN
cblr-1724	300	134	-	-	PUNCT
cblr-1724	300	135	oxley	oxley	PROPN
cblr-1724	300	136	had	have	VERB
cblr-1724	300	137	a	a	DET
cblr-1724	300	138	more	more	ADV
cblr-1724	300	139	pronounced	pronounce	VERB
cblr-1724	300	140	impact	impact	NOUN
cblr-1724	300	141	on	on	ADP
cblr-1724	300	142	small	small	ADJ
cblr-1724	300	143	issuers	issuer	NOUN
cblr-1724	300	144	of	of	ADP
cblr-1724	300	145	equity	equity	NOUN
cblr-1724	300	146	,	,	PUNCT
cblr-1724	300	147	namely	namely	ADV
cblr-1724	300	148	,	,	PUNCT
cblr-1724	300	149	small	small	ADJ
cblr-1724	300	150	businesses.155	businesses.155	NOUN
cblr-1724	300	151	with	with	ADP
cblr-1724	300	152	the	the	DET
cblr-1724	300	153	passage	passage	NOUN
cblr-1724	300	154	of	of	ADP
cblr-1724	300	155	the	the	DET
cblr-1724	300	156	jobs	job	NOUN
cblr-1724	300	157	act	act	VERB
cblr-1724	300	158	in	in	ADP
cblr-1724	300	159	2012	2012	NUM
cblr-1724	300	160	,	,	PUNCT
cblr-1724	300	161	congress	congress	PROPN
cblr-1724	300	162	sought	seek	VERB
cblr-1724	300	163	to	to	PART
cblr-1724	300	164	rectify	rectify	VERB
cblr-1724	300	165	that	that	SCONJ
cblr-1724	300	166	situation.156	situation.156	PROPN
cblr-1724	300	167	the	the	DET
cblr-1724	300	168	jobs	job	NOUN
cblr-1724	300	169	act	act	VERB
cblr-1724	300	170	specifically	specifically	ADV
cblr-1724	300	171	created	create	VERB
cblr-1724	300	172	a	a	DET
cblr-1724	300	173	new	new	ADJ
cblr-1724	300	174	category	category	NOUN
cblr-1724	300	175	of	of	ADP
cblr-1724	300	176	company	company	NOUN
cblr-1724	300	177	called	call	VERB
cblr-1724	300	178	“	"	PUNCT
cblr-1724	300	179	emerging	emerge	VERB
cblr-1724	300	180	growth	growth	NOUN
cblr-1724	300	181	companies	company	NOUN
cblr-1724	300	182	”	"	PUNCT
cblr-1724	300	183	which	which	PRON
cblr-1724	300	184	have	have	VERB
cblr-1724	300	185	annual	annual	ADJ
cblr-1724	300	186	gross	gross	ADJ
cblr-1724	300	187	revenue	revenue	NOUN
cblr-1724	300	188	of	of	ADP
cblr-1724	300	189	less	less	ADJ
cblr-1724	300	190	than	than	ADP
cblr-1724	300	191	$	$	SYM
cblr-1724	300	192	1	1	NUM
cblr-1724	300	193	billion.157	billion.157	NOUN
cblr-1724	300	194	prior	prior	ADV
cblr-1724	300	195	to	to	ADP
cblr-1724	300	196	the	the	DET
cblr-1724	300	197	jobs	job	NOUN
cblr-1724	300	198	act	act	PROPN
cblr-1724	300	199	,	,	PUNCT
cblr-1724	300	200	the	the	DET
cblr-1724	300	201	sec	sec	PROPN
cblr-1724	300	202	promulgated	promulgate	VERB
cblr-1724	300	203	some	some	DET
cblr-1724	300	204	exemptions	exemption	NOUN
cblr-1724	300	205	for	for	ADP
cblr-1724	300	206	small	small	ADJ
cblr-1724	300	207	companies	company	NOUN
cblr-1724	300	208	in	in	ADP
cblr-1724	300	209	order	order	NOUN
cblr-1724	300	210	to	to	PART
cblr-1724	300	211	reduce	reduce	VERB
cblr-1724	300	212	disclosure	disclosure	NOUN
cblr-1724	300	213	http://www.wsj.com/articles/sb100014240529702047202045771290523177	http://www.wsj.com/articles/sb100014240529702047202045771290523177	PRON
cblr-1724	300	214	47614	47614	NUM
cblr-1724	300	215	[	[	X
cblr-1724	300	216	https://perma.cc/754b-2qn2	https://perma.cc/754b-2qn2	NOUN
cblr-1724	300	217	]	]	X
cblr-1724	300	218	;	;	PUNCT
cblr-1724	300	219	berdejó	berdejó	NOUN
cblr-1724	300	220	,	,	PUNCT
cblr-1724	300	221	supra	supra	PROPN
cblr-1724	300	222	note	note	NOUN
cblr-1724	300	223	148	148	NUM
cblr-1724	300	224	,	,	PUNCT
cblr-1724	300	225	at	at	ADP
cblr-1724	300	226	3	3	NUM
cblr-1724	300	227	.	.	NOUN
cblr-1724	300	228	151	151	NUM
cblr-1724	300	229	berdejó	berdejó	NOUN
cblr-1724	300	230	,	,	PUNCT
cblr-1724	300	231	supra	supra	PROPN
cblr-1724	300	232	note	note	NOUN
cblr-1724	300	233	148	148	NUM
cblr-1724	300	234	,	,	PUNCT
cblr-1724	300	235	at	at	ADP
cblr-1724	300	236	3	3	NUM
cblr-1724	300	237	.	.	NOUN
cblr-1724	300	238	152	152	NUM
cblr-1724	300	239	tara	tara	PROPN
cblr-1724	300	240	l.	l.	PROPN
cblr-1724	300	241	dunn	dunn	PROPN
cblr-1724	300	242	,	,	PUNCT
cblr-1724	300	243	the	the	DET
cblr-1724	300	244	developing	develop	VERB
cblr-1724	300	245	theory	theory	NOUN
cblr-1724	300	246	of	of	ADP
cblr-1724	300	247	good	good	ADJ
cblr-1724	300	248	faith	faith	NOUN
cblr-1724	300	249	in	in	ADP
cblr-1724	300	250	director	director	NOUN
cblr-1724	300	251	conduct	conduct	NOUN
cblr-1724	300	252	:	:	PUNCT
cblr-1724	300	253	are	be	AUX
cblr-1724	300	254	delaware	delaware	PROPN
cblr-1724	300	255	courts	court	NOUN
cblr-1724	300	256	ready	ready	ADJ
cblr-1724	300	257	to	to	PART
cblr-1724	300	258	force	force	VERB
cblr-1724	300	259	corporate	corporate	ADJ
cblr-1724	300	260	directors	director	NOUN
cblr-1724	300	261	to	to	PART
cblr-1724	300	262	go	go	VERB
cblr-1724	300	263	out	out	ADV
cblr-1724	300	264	-	-	PUNCT
cblr-1724	300	265	of	of	ADP
cblr-1724	300	266	-	-	PUNCT
cblr-1724	300	267	pocket	pocket	NOUN
cblr-1724	300	268	after	after	ADP
cblr-1724	300	269	disney	disney	PROPN
cblr-1724	300	270	iv	iv	NUM
cblr-1724	300	271	?	?	PUNCT
cblr-1724	300	272	,	,	PUNCT
cblr-1724	300	273	83	83	NUM
cblr-1724	300	274	denv	denv	NOUN
cblr-1724	300	275	.	.	PUNCT
cblr-1724	301	1	u.l	u.l	PROPN
cblr-1724	301	2	.	.	PROPN
cblr-1724	301	3	rev	rev	PROPN
cblr-1724	301	4	.	.	PROPN
cblr-1724	301	5	531	531	NUM
cblr-1724	301	6	,	,	PUNCT
cblr-1724	301	7	533	533	NUM
cblr-1724	301	8	(	(	PUNCT
cblr-1724	301	9	2005	2005	NUM
cblr-1724	301	10	)	)	PUNCT
cblr-1724	301	11	.	.	PUNCT
cblr-1724	302	1	153	153	NUM
cblr-1724	302	2	sarah	sarah	PROPN
cblr-1724	302	3	o’rourke	o’rourke	NOUN
cblr-1724	302	4	schrup	schrup	NOUN
cblr-1724	302	5	,	,	PUNCT
cblr-1724	302	6	obstruction	obstruction	NOUN
cblr-1724	302	7	of	of	ADP
cblr-1724	302	8	justice	justice	NOUN
cblr-1724	302	9	:	:	PUNCT
cblr-1724	302	10	unwarranted	unwarranted	ADJ
cblr-1724	302	11	expansion	expansion	NOUN
cblr-1724	302	12	of	of	ADP
cblr-1724	302	13	18	18	NUM
cblr-1724	302	14	u.s.c	u.s.c	ADJ
cblr-1724	302	15	.	.	PUNCT
cblr-1724	303	1	§	§	PROPN
cblr-1724	303	2	1512(c)(1	1512(c)(1	NUM
cblr-1724	303	3	)	)	PUNCT
cblr-1724	303	4	,	,	PUNCT
cblr-1724	303	5	102	102	NUM
cblr-1724	303	6	j.	j.	PROPN
cblr-1724	303	7	crim	crim	PROPN
cblr-1724	303	8	.	.	PUNCT
cblr-1724	304	1	l.	l.	PROPN
cblr-1724	304	2	&	&	CCONJ
cblr-1724	304	3	criminology	criminology	PROPN
cblr-1724	304	4	25	25	NUM
cblr-1724	304	5	,	,	PUNCT
cblr-1724	304	6	41–42	41–42	NUM
cblr-1724	304	7	(	(	PUNCT
cblr-1724	304	8	2012	2012	NUM
cblr-1724	304	9	)	)	PUNCT
cblr-1724	304	10	.	.	PUNCT
cblr-1724	305	1	154	154	NUM
cblr-1724	305	2	see	see	VERB
cblr-1724	305	3	generally	generally	ADV
cblr-1724	305	4	william	william	PROPN
cblr-1724	305	5	e.	e.	PROPN
cblr-1724	305	6	knepper	knepper	PROPN
cblr-1724	305	7	et	et	PROPN
cblr-1724	305	8	al	al	PROPN
cblr-1724	305	9	.	.	PROPN
cblr-1724	305	10	,	,	PUNCT
cblr-1724	305	11	liability	liability	NOUN
cblr-1724	305	12	of	of	ADP
cblr-1724	305	13	corporate	corporate	ADJ
cblr-1724	305	14	officers	officer	NOUN
cblr-1724	305	15	and	and	CCONJ
cblr-1724	305	16	directors	director	NOUN
cblr-1724	305	17	§	§	PROPN
cblr-1724	305	18	13.09	13.09	NUM
cblr-1724	305	19	;	;	PUNCT
cblr-1724	305	20	richard	richard	PROPN
cblr-1724	305	21	e.	e.	PROPN
cblr-1724	305	22	moberly	moberly	PROPN
cblr-1724	305	23	,	,	PUNCT
cblr-1724	305	24	unfulfilled	unfulfilled	ADJ
cblr-1724	305	25	expectations	expectation	NOUN
cblr-1724	305	26	:	:	PUNCT
cblr-1724	305	27	an	an	DET
cblr-1724	305	28	empirical	empirical	ADJ
cblr-1724	305	29	analysis	analysis	NOUN
cblr-1724	305	30	of	of	ADP
cblr-1724	305	31	why	why	SCONJ
cblr-1724	305	32	sarbanes	sarbane	NOUN
cblr-1724	305	33	-	-	PUNCT
cblr-1724	305	34	oxley	oxley	ADJ
cblr-1724	305	35	whistleblowers	whistleblower	NOUN
cblr-1724	305	36	rarely	rarely	ADV
cblr-1724	305	37	win	win	VERB
cblr-1724	305	38	,	,	PUNCT
cblr-1724	305	39	49	49	NUM
cblr-1724	305	40	wm	wm	PROPN
cblr-1724	305	41	.	.	PROPN
cblr-1724	305	42	&	&	CCONJ
cblr-1724	305	43	mary	mary	PROPN
cblr-1724	305	44	l.	l.	PROPN
cblr-1724	305	45	rev	rev	PROPN
cblr-1724	305	46	.	.	PROPN
cblr-1724	305	47	65	65	NUM
cblr-1724	305	48	(	(	PUNCT
cblr-1724	305	49	2007	2007	NUM
cblr-1724	305	50	)	)	PUNCT
cblr-1724	305	51	;	;	PUNCT
cblr-1724	305	52	lyman	lyman	PROPN
cblr-1724	305	53	p.q	p.q	PROPN
cblr-1724	305	54	.	.	PROPN
cblr-1724	305	55	johnson	johnson	PROPN
cblr-1724	305	56	&	&	CCONJ
cblr-1724	305	57	mark	mark	PROPN
cblr-1724	305	58	a.	a.	PROPN
cblr-1724	305	59	sides	side	NOUN
cblr-1724	305	60	,	,	PUNCT
cblr-1724	305	61	the	the	DET
cblr-1724	305	62	sarbanes	sarbanes	PROPN
cblr-1724	305	63	-	-	PUNCT
cblr-1724	305	64	oxley	oxley	ADJ
cblr-1724	305	65	act	act	NOUN
cblr-1724	305	66	and	and	CCONJ
cblr-1724	305	67	fiduciary	fiduciary	ADJ
cblr-1724	305	68	duties	duty	NOUN
cblr-1724	305	69	,	,	PUNCT
cblr-1724	305	70	30	30	NUM
cblr-1724	305	71	wm	wm	PROPN
cblr-1724	305	72	.	.	PROPN
cblr-1724	305	73	mitchell	mitchell	PROPN
cblr-1724	305	74	l.	l.	PROPN
cblr-1724	305	75	rev	rev	PROPN
cblr-1724	305	76	.	.	PROPN
cblr-1724	305	77	1149	1149	NUM
cblr-1724	305	78	(	(	PUNCT
cblr-1724	305	79	2004	2004	NUM
cblr-1724	305	80	)	)	PUNCT
cblr-1724	305	81	.	.	PUNCT
cblr-1724	306	1	155	155	NUM
cblr-1724	306	2	berdejó	berdejó	NOUN
cblr-1724	306	3	,	,	PUNCT
cblr-1724	306	4	supra	supra	PROPN
cblr-1724	306	5	note	note	NOUN
cblr-1724	306	6	148	148	NUM
cblr-1724	306	7	,	,	PUNCT
cblr-1724	306	8	at	at	ADP
cblr-1724	306	9	3	3	NUM
cblr-1724	306	10	.	.	NOUN
cblr-1724	306	11	156	156	NUM
cblr-1724	307	1	i	i	PRON
cblr-1724	307	2	d.	d.	NOUN
cblr-1724	307	3	157	157	NUM
cblr-1724	307	4	jumpstart	jumpstart	VERB
cblr-1724	307	5	our	our	PRON
cblr-1724	307	6	business	business	NOUN
cblr-1724	307	7	startups	startup	NOUN
cblr-1724	307	8	act	act	PROPN
cblr-1724	307	9	,	,	PUNCT
cblr-1724	307	10	pub	pub	NOUN
cblr-1724	307	11	.	.	PUNCT
cblr-1724	308	1	l.	l.	PROPN
cblr-1724	308	2	no	no	INTJ
cblr-1724	308	3	.	.	PROPN
cblr-1724	309	1	112	112	NUM
cblr-1724	309	2	-	-	SYM
cblr-1724	309	3	106	106	NUM
cblr-1724	309	4	,	,	PUNCT
cblr-1724	309	5	126	126	NUM
cblr-1724	309	6	stat	stat	NOUN
cblr-1724	309	7	.	.	PUNCT
cblr-1724	310	1	306	306	NUM
cblr-1724	310	2	§	§	PROPN
cblr-1724	310	3	101(b)(2	101(b)(2	NUM
cblr-1724	310	4	)	)	PUNCT
cblr-1724	310	5	(	(	PUNCT
cblr-1724	310	6	2012	2012	NUM
cblr-1724	310	7	)	)	PUNCT
cblr-1724	310	8	.	.	PUNCT
cblr-1724	311	1	brandt	brandt	PROPN
cblr-1724	311	2	–	–	PUNCT
cblr-1724	311	3	final	final	ADJ
cblr-1724	311	4	no	no	NOUN
cblr-1724	311	5	.	.	NOUN
cblr-1724	311	6	2:807	2:807	NUM
cblr-1724	311	7	]	]	PUNCT
cblr-1724	311	8	women	woman	NOUN
cblr-1724	311	9	-	-	PUNCT
cblr-1724	311	10	owned	own	VERB
cblr-1724	311	11	businesses	business	NOUN
cblr-1724	311	12	’	'	PUNCT
cblr-1724	311	13	access	access	NOUN
cblr-1724	311	14	to	to	ADP
cblr-1724	311	15	capital	capital	NOUN
cblr-1724	311	16	835	835	NUM
cblr-1724	311	17	and	and	CCONJ
cblr-1724	311	18	compliance	compliance	NOUN
cblr-1724	311	19	costs	cost	NOUN
cblr-1724	311	20	,	,	PUNCT
cblr-1724	311	21	the	the	DET
cblr-1724	311	22	most	most	ADV
cblr-1724	311	23	recent	recent	ADJ
cblr-1724	311	24	of	of	ADP
cblr-1724	311	25	which	which	PRON
cblr-1724	311	26	were	be	AUX
cblr-1724	311	27	in	in	ADP
cblr-1724	311	28	2008.158	2008.158	PROPN
cblr-1724	311	29	these	these	DET
cblr-1724	311	30	exemptions	exemption	NOUN
cblr-1724	311	31	included	include	VERB
cblr-1724	311	32	more	more	ADJ
cblr-1724	311	33	relaxed	relaxed	ADJ
cblr-1724	311	34	disclosure	disclosure	NOUN
cblr-1724	311	35	requirements	requirement	NOUN
cblr-1724	311	36	for	for	ADP
cblr-1724	311	37	firms	firm	NOUN
cblr-1724	311	38	with	with	ADP
cblr-1724	311	39	an	an	DET
cblr-1724	311	40	equity	equity	NOUN
cblr-1724	311	41	float	float	NOUN
cblr-1724	311	42	(	(	PUNCT
cblr-1724	311	43	shares	share	NOUN
cblr-1724	311	44	available	available	ADJ
cblr-1724	311	45	for	for	ADP
cblr-1724	311	46	public	public	ADJ
cblr-1724	311	47	trading	trading	NOUN
cblr-1724	311	48	)	)	PUNCT
cblr-1724	311	49	of	of	ADP
cblr-1724	311	50	less	less	ADJ
cblr-1724	311	51	than	than	ADP
cblr-1724	311	52	$	$	SYM
cblr-1724	311	53	75	75	NUM
cblr-1724	311	54	million	million	NUM
cblr-1724	311	55	or	or	CCONJ
cblr-1724	311	56	less	less	ADJ
cblr-1724	311	57	than	than	ADP
cblr-1724	311	58	$	$	SYM
cblr-1724	311	59	50	50	NUM
cblr-1724	311	60	million	million	NUM
cblr-1724	311	61	of	of	ADP
cblr-1724	311	62	annual	annual	ADJ
cblr-1724	311	63	revenue	revenue	NOUN
cblr-1724	311	64	if	if	SCONJ
cblr-1724	311	65	they	they	PRON
cblr-1724	311	66	could	could	AUX
cblr-1724	311	67	not	not	PART
cblr-1724	311	68	calculate	calculate	VERB
cblr-1724	311	69	the	the	DET
cblr-1724	311	70	equity	equity	NOUN
cblr-1724	311	71	float.159	float.159	NOUN
cblr-1724	311	72	these	these	DET
cblr-1724	311	73	relaxed	relaxed	ADJ
cblr-1724	311	74	requirements	requirement	NOUN
cblr-1724	311	75	allowed	allow	VERB
cblr-1724	311	76	such	such	ADJ
cblr-1724	311	77	firms	firm	NOUN
cblr-1724	311	78	to	to	PART
cblr-1724	311	79	include	include	VERB
cblr-1724	311	80	two	two	NUM
cblr-1724	311	81	years	year	NOUN
cblr-1724	311	82	of	of	ADP
cblr-1724	311	83	audited	audit	VERB
cblr-1724	311	84	financial	financial	ADJ
cblr-1724	311	85	statements	statement	NOUN
cblr-1724	311	86	rather	rather	ADV
cblr-1724	311	87	than	than	ADP
cblr-1724	311	88	three	three	NUM
cblr-1724	311	89	,	,	PUNCT
cblr-1724	311	90	eliminated	eliminate	VERB
cblr-1724	311	91	the	the	DET
cblr-1724	311	92	requirement	requirement	NOUN
cblr-1724	311	93	to	to	PART
cblr-1724	311	94	disclose	disclose	VERB
cblr-1724	311	95	selected	select	VERB
cblr-1724	311	96	financial	financial	ADJ
cblr-1724	311	97	data	datum	NOUN
cblr-1724	311	98	for	for	ADP
cblr-1724	311	99	the	the	DET
cblr-1724	311	100	last	last	ADJ
cblr-1724	311	101	five	five	NUM
cblr-1724	311	102	years	year	NOUN
cblr-1724	311	103	,	,	PUNCT
cblr-1724	311	104	and	and	CCONJ
cblr-1724	311	105	reduced	reduce	VERB
cblr-1724	311	106	the	the	DET
cblr-1724	311	107	executive	executive	ADJ
cblr-1724	311	108	compensation	compensation	NOUN
cblr-1724	311	109	requirements	requirement	NOUN
cblr-1724	311	110	,	,	PUNCT
cblr-1724	311	111	among	among	ADP
cblr-1724	311	112	other	other	ADJ
cblr-1724	311	113	provisions.160	provisions.160	PROPN
cblr-1724	311	114	under	under	ADP
cblr-1724	311	115	the	the	DET
cblr-1724	311	116	securities	security	NOUN
cblr-1724	311	117	regulations	regulation	NOUN
cblr-1724	311	118	in	in	ADP
cblr-1724	311	119	existence	existence	NOUN
cblr-1724	311	120	prior	prior	ADV
cblr-1724	311	121	to	to	ADP
cblr-1724	311	122	the	the	DET
cblr-1724	311	123	crowdfund	crowdfund	PROPN
cblr-1724	311	124	act	act	PROPN
cblr-1724	311	125	,	,	PUNCT
cblr-1724	311	126	emerging	emerge	VERB
cblr-1724	311	127	growth	growth	NOUN
cblr-1724	311	128	companies	company	NOUN
cblr-1724	311	129	primarily	primarily	ADV
cblr-1724	311	130	relied	rely	VERB
cblr-1724	311	131	on	on	ADP
cblr-1724	311	132	rule	rule	NOUN
cblr-1724	311	133	506	506	NUM
cblr-1724	311	134	of	of	ADP
cblr-1724	311	135	regulation	regulation	NOUN
cblr-1724	311	136	d	d	NOUN
cblr-1724	311	137	,	,	PUNCT
cblr-1724	311	138	which	which	PRON
cblr-1724	311	139	allowed	allow	VERB
cblr-1724	311	140	only	only	ADV
cblr-1724	311	141	accredited	accredit	VERB
cblr-1724	311	142	investors	investor	NOUN
cblr-1724	311	143	to	to	PART
cblr-1724	311	144	participate	participate	VERB
cblr-1724	311	145	in	in	ADP
cblr-1724	311	146	the	the	DET
cblr-1724	311	147	securities	security	NOUN
cblr-1724	311	148	offering.161	offering.161	PROPN
cblr-1724	311	149	title	title	NOUN
cblr-1724	311	150	iii	iii	NOUN
cblr-1724	311	151	further	far	ADV
cblr-1724	311	152	democratizes	democratize	VERB
cblr-1724	311	153	securities	security	NOUN
cblr-1724	311	154	offerings	offering	NOUN
cblr-1724	311	155	by	by	ADP
cblr-1724	311	156	including	include	VERB
cblr-1724	311	157	the	the	DET
cblr-1724	311	158	general	general	ADJ
cblr-1724	311	159	public	public	NOUN
cblr-1724	311	160	,	,	PUNCT
cblr-1724	311	161	or	or	CCONJ
cblr-1724	311	162	the	the	DET
cblr-1724	311	163	“	"	PUNCT
cblr-1724	311	164	crowd	crowd	NOUN
cblr-1724	311	165	,	,	PUNCT
cblr-1724	311	166	”	"	PUNCT
cblr-1724	311	167	in	in	ADP
cblr-1724	311	168	these	these	DET
cblr-1724	311	169	types	type	NOUN
cblr-1724	311	170	of	of	ADP
cblr-1724	311	171	securities	security	NOUN
cblr-1724	311	172	offerings	offering	NOUN
cblr-1724	311	173	,	,	PUNCT
cblr-1724	311	174	subject	subject	ADJ
cblr-1724	311	175	to	to	ADP
cblr-1724	311	176	some	some	DET
cblr-1724	311	177	restrictions	restriction	NOUN
cblr-1724	311	178	discussed	discuss	VERB
cblr-1724	311	179	in	in	ADP
cblr-1724	311	180	the	the	DET
cblr-1724	311	181	following	follow	VERB
cblr-1724	311	182	section.162	section.162	PROPN
cblr-1724	311	183	prior	prior	ADV
cblr-1724	311	184	to	to	ADP
cblr-1724	311	185	title	title	NOUN
cblr-1724	311	186	iii	iii	PROPN
cblr-1724	311	187	,	,	PUNCT
cblr-1724	311	188	equity	equity	NOUN
cblr-1724	311	189	and	and	CCONJ
cblr-1724	311	190	some	some	DET
cblr-1724	311	191	debt	debt	NOUN
cblr-1724	311	192	crowdfunding	crowdfunding	NOUN
cblr-1724	311	193	violated	violate	VERB
cblr-1724	311	194	securities	security	NOUN
cblr-1724	311	195	regulations	regulation	NOUN
cblr-1724	311	196	on	on	ADP
cblr-1724	311	197	the	the	DET
cblr-1724	311	198	part	part	NOUN
cblr-1724	311	199	of	of	ADP
cblr-1724	311	200	offerors	offeror	NOUN
cblr-1724	311	201	,	,	PUNCT
cblr-1724	311	202	offerees	offeree	NOUN
cblr-1724	311	203	,	,	PUNCT
cblr-1724	311	204	and	and	CCONJ
cblr-1724	311	205	any	any	DET
cblr-1724	311	206	unregistered	unregistered	ADJ
cblr-1724	311	207	intermediaries	intermediary	NOUN
cblr-1724	311	208	such	such	ADJ
cblr-1724	311	209	as	as	ADP
cblr-1724	311	210	funding	funding	NOUN
cblr-1724	311	211	portals.163	portals.163	VERB
cblr-1724	311	212	the	the	DET
cblr-1724	311	213	crowdfund	crowdfund	ADJ
cblr-1724	311	214	act	act	NOUN
cblr-1724	311	215	provided	provide	VERB
cblr-1724	311	216	entrepreneurs	entrepreneur	NOUN
cblr-1724	311	217	hoping	hope	VERB
cblr-1724	311	218	to	to	PART
cblr-1724	311	219	take	take	VERB
cblr-1724	311	220	advantage	advantage	NOUN
cblr-1724	311	221	of	of	ADP
cblr-1724	311	222	equity	equity	NOUN
cblr-1724	311	223	crowdfunding	crowdfunde	VERB
cblr-1724	311	224	some	some	DET
cblr-1724	311	225	relief	relief	NOUN
cblr-1724	311	226	from	from	ADP
cblr-1724	311	227	these	these	DET
cblr-1724	311	228	restrictions.164	restrictions.164	NOUN
cblr-1724	311	229	specifically	specifically	ADV
cblr-1724	311	230	,	,	PUNCT
cblr-1724	311	231	title	title	NOUN
cblr-1724	311	232	iii	iii	NUM
cblr-1724	311	233	provided	provide	VERB
cblr-1724	311	234	a	a	DET
cblr-1724	311	235	new	new	ADJ
cblr-1724	311	236	exemption	exemption	NOUN
cblr-1724	311	237	under	under	ADP
cblr-1724	311	238	the	the	DET
cblr-1724	311	239	securities	security	NOUN
cblr-1724	311	240	act	act	NOUN
cblr-1724	311	241	of	of	ADP
cblr-1724	311	242	1933.165	1933.165	PROPN
cblr-1724	311	243	the	the	DET
cblr-1724	311	244	sec	sec	PROPN
cblr-1724	311	245	has	have	AUX
cblr-1724	311	246	historically	historically	ADV
cblr-1724	311	247	recognized	recognize	VERB
cblr-1724	311	248	that	that	SCONJ
cblr-1724	311	249	costly	costly	ADJ
cblr-1724	311	250	disclosure	disclosure	NOUN
cblr-1724	311	251	requirements	requirement	NOUN
cblr-1724	311	252	and	and	CCONJ
cblr-1724	311	253	other	other	ADJ
cblr-1724	311	254	compliance	compliance	NOUN
cblr-1724	311	255	costs	cost	NOUN
cblr-1724	311	256	disproportionately	disproportionately	ADV
cblr-1724	311	257	impact	impact	VERB
cblr-1724	311	258	small	small	ADJ
cblr-1724	311	259	businesses	business	NOUN
cblr-1724	311	260	,	,	PUNCT
cblr-1724	311	261	so	so	SCONJ
cblr-1724	311	262	they	they	PRON
cblr-1724	311	263	have	have	AUX
cblr-1724	311	264	routinely	routinely	ADV
cblr-1724	311	265	promulgated	promulgate	VERB
cblr-1724	311	266	158	158	NUM
cblr-1724	311	267	berdejó	berdejó	NOUN
cblr-1724	311	268	,	,	PUNCT
cblr-1724	311	269	supra	supra	PROPN
cblr-1724	311	270	note	note	NOUN
cblr-1724	311	271	148	148	NUM
cblr-1724	311	272	,	,	PUNCT
cblr-1724	311	273	at	at	ADP
cblr-1724	311	274	20	20	NUM
cblr-1724	311	275	.	.	NUM
cblr-1724	311	276	159	159	NUM
cblr-1724	312	1	i	i	PRON
cblr-1724	312	2	d.	d.	PROPN
cblr-1724	312	3	at	at	ADP
cblr-1724	312	4	20–21	20–21	PROPN
cblr-1724	312	5	.	.	PUNCT
cblr-1724	312	6	160	160	NUM
cblr-1724	313	1	i	i	PRON
cblr-1724	313	2	d.	d.	PROPN
cblr-1724	313	3	at	at	ADP
cblr-1724	313	4	21	21	NUM
cblr-1724	313	5	.	.	PUNCT
cblr-1724	313	6	161	161	NUM
cblr-1724	313	7	wroldsen	wroldsen	NOUN
cblr-1724	313	8	,	,	PUNCT
cblr-1724	313	9	supra	supra	PROPN
cblr-1724	313	10	note	note	NOUN
cblr-1724	313	11	111	111	NUM
cblr-1724	313	12	,	,	PUNCT
cblr-1724	313	13	at	at	ADP
cblr-1724	313	14	362	362	NUM
cblr-1724	313	15	.	.	PUNCT
cblr-1724	314	1	162	162	NUM
cblr-1724	315	1	i	i	PRON
cblr-1724	315	2	d.	d.	PROPN
cblr-1724	315	3	at	at	ADP
cblr-1724	315	4	363	363	NUM
cblr-1724	315	5	.	.	PUNCT
cblr-1724	316	1	163	163	NUM
cblr-1724	316	2	see	see	VERB
cblr-1724	316	3	supra	supra	PROPN
cblr-1724	316	4	section	section	PROPN
cblr-1724	316	5	ii.c.2	ii.c.2	PROPN
cblr-1724	316	6	.	.	PUNCT
cblr-1724	317	1	164	164	NUM
cblr-1724	317	2	capital	capital	NOUN
cblr-1724	317	3	raising	raise	VERB
cblr-1724	317	4	online	online	ADV
cblr-1724	317	5	while	while	SCONJ
cblr-1724	317	6	deterring	deter	VERB
cblr-1724	317	7	fraud	fraud	NOUN
cblr-1724	317	8	and	and	CCONJ
cblr-1724	317	9	unethical	unethical	ADJ
cblr-1724	317	10	nondisclosure	nondisclosure	NOUN
cblr-1724	317	11	act	act	NOUN
cblr-1724	317	12	of	of	ADP
cblr-1724	317	13	2012	2012	NUM
cblr-1724	317	14	,	,	PUNCT
cblr-1724	317	15	15	15	NUM
cblr-1724	317	16	u.s.c	u.s.c	NOUN
cblr-1724	317	17	.	.	PUNCT
cblr-1724	318	1	§	§	PROPN
cblr-1724	318	2	302	302	NUM
cblr-1724	318	3	(	(	PUNCT
cblr-1724	318	4	2012	2012	NUM
cblr-1724	318	5	)	)	PUNCT
cblr-1724	318	6	.	.	PUNCT
cblr-1724	319	1	165	165	NUM
cblr-1724	320	1	i	i	PROPN
cblr-1724	320	2	d.	d.	PROPN
cblr-1724	320	3	brandt	brandt	PROPN
cblr-1724	320	4	–	–	PUNCT
cblr-1724	320	5	final	final	ADJ
cblr-1724	320	6	836	836	NUM
cblr-1724	320	7	columbia	columbia	PROPN
cblr-1724	320	8	business	business	NOUN
cblr-1724	320	9	law	law	PROPN
cblr-1724	320	10	review	review	NOUN
cblr-1724	320	11	[	[	X
cblr-1724	320	12	vol	vol	NOUN
cblr-1724	320	13	.	.	NOUN
cblr-1724	320	14	2017	2017	NUM
cblr-1724	320	15	exemptions	exemption	NOUN
cblr-1724	320	16	to	to	ADP
cblr-1724	320	17	securities	security	NOUN
cblr-1724	320	18	regulations	regulation	NOUN
cblr-1724	320	19	for	for	ADP
cblr-1724	320	20	such	such	ADJ
cblr-1724	320	21	companies.166	companies.166	NOUN
cblr-1724	320	22	however	however	ADV
cblr-1724	320	23	,	,	PUNCT
cblr-1724	320	24	the	the	DET
cblr-1724	320	25	combined	combine	VERB
cblr-1724	320	26	requirements	requirement	NOUN
cblr-1724	320	27	of	of	ADP
cblr-1724	320	28	the	the	DET
cblr-1724	320	29	securities	security	NOUN
cblr-1724	320	30	act	act	NOUN
cblr-1724	320	31	of	of	ADP
cblr-1724	320	32	1933	1933	NUM
cblr-1724	320	33	and	and	CCONJ
cblr-1724	320	34	its	its	PRON
cblr-1724	320	35	many	many	ADJ
cblr-1724	320	36	amendments	amendment	NOUN
cblr-1724	320	37	,	,	PUNCT
cblr-1724	320	38	as	as	ADV
cblr-1724	320	39	well	well	ADV
cblr-1724	320	40	as	as	ADP
cblr-1724	320	41	sarbanes	sarbane	NOUN
cblr-1724	320	42	-	-	PUNCT
cblr-1724	320	43	oxley	oxley	NOUN
cblr-1724	320	44	in	in	ADP
cblr-1724	320	45	2002	2002	NUM
cblr-1724	320	46	in	in	ADP
cblr-1724	320	47	the	the	DET
cblr-1724	320	48	wake	wake	NOUN
cblr-1724	320	49	of	of	ADP
cblr-1724	320	50	various	various	ADJ
cblr-1724	320	51	financial	financial	ADJ
cblr-1724	320	52	crises	crisis	NOUN
cblr-1724	320	53	and	and	CCONJ
cblr-1724	320	54	scandals	scandal	NOUN
cblr-1724	320	55	,	,	PUNCT
cblr-1724	320	56	ratcheted	ratchet	VERB
cblr-1724	320	57	up	up	ADP
cblr-1724	320	58	the	the	DET
cblr-1724	320	59	compliance	compliance	NOUN
cblr-1724	320	60	expenses	expense	NOUN
cblr-1724	320	61	for	for	ADP
cblr-1724	320	62	many	many	ADJ
cblr-1724	320	63	companies	company	NOUN
cblr-1724	320	64	,	,	PUNCT
cblr-1724	320	65	including	include	VERB
cblr-1724	320	66	small	small	ADJ
cblr-1724	320	67	businesses.167	businesses.167	ADJ
cblr-1724	320	68	obama	obama	NOUN
cblr-1724	320	69	’s	’s	PART
cblr-1724	320	70	jobs	job	NOUN
cblr-1724	320	71	act	act	NOUN
cblr-1724	320	72	arose	arise	VERB
cblr-1724	320	73	out	out	ADP
cblr-1724	320	74	of	of	ADP
cblr-1724	320	75	a	a	DET
cblr-1724	320	76	desire	desire	NOUN
cblr-1724	320	77	to	to	PART
cblr-1724	320	78	respond	respond	VERB
cblr-1724	320	79	to	to	ADP
cblr-1724	320	80	the	the	DET
cblr-1724	320	81	economic	economic	ADJ
cblr-1724	320	82	turndown	turndown	NOUN
cblr-1724	320	83	in	in	ADP
cblr-1724	320	84	2008	2008	NUM
cblr-1724	320	85	,	,	PUNCT
cblr-1724	320	86	the	the	DET
cblr-1724	320	87	reduction	reduction	NOUN
cblr-1724	320	88	in	in	ADP
cblr-1724	320	89	activity	activity	NOUN
cblr-1724	320	90	in	in	ADP
cblr-1724	320	91	the	the	DET
cblr-1724	320	92	ipo	ipo	NOUN
cblr-1724	320	93	markets	market	NOUN
cblr-1724	320	94	,	,	PUNCT
cblr-1724	320	95	and	and	CCONJ
cblr-1724	320	96	a	a	DET
cblr-1724	320	97	perception	perception	NOUN
cblr-1724	320	98	that	that	SCONJ
cblr-1724	320	99	the	the	DET
cblr-1724	320	100	regulatory	regulatory	ADJ
cblr-1724	320	101	burdens	burden	NOUN
cblr-1724	320	102	were	be	AUX
cblr-1724	320	103	too	too	ADV
cblr-1724	320	104	great	great	ADJ
cblr-1724	320	105	for	for	ADP
cblr-1724	320	106	small	small	ADJ
cblr-1724	320	107	businesses	business	NOUN
cblr-1724	320	108	,	,	PUNCT
cblr-1724	320	109	in	in	ADP
cblr-1724	320	110	particular	particular	ADJ
cblr-1724	320	111	,	,	PUNCT
cblr-1724	320	112	to	to	ADP
cblr-1724	320	113	bear.168	bear.168	NOUN
cblr-1724	320	114	however	however	ADV
cblr-1724	320	115	,	,	PUNCT
cblr-1724	320	116	the	the	DET
cblr-1724	320	117	administration	administration	NOUN
cblr-1724	320	118	still	still	ADV
cblr-1724	320	119	gave	give	VERB
cblr-1724	320	120	significant	significant	ADJ
cblr-1724	320	121	weight	weight	NOUN
cblr-1724	320	122	to	to	ADP
cblr-1724	320	123	the	the	DET
cblr-1724	320	124	countervailing	countervail	VERB
cblr-1724	320	125	concerns	concern	NOUN
cblr-1724	320	126	of	of	ADP
cblr-1724	320	127	the	the	DET
cblr-1724	320	128	continued	continue	VERB
cblr-1724	320	129	need	need	NOUN
cblr-1724	320	130	for	for	ADP
cblr-1724	320	131	regulatory	regulatory	ADJ
cblr-1724	320	132	oversight	oversight	NOUN
cblr-1724	320	133	in	in	ADP
cblr-1724	320	134	the	the	DET
cblr-1724	320	135	capital	capital	NOUN
cblr-1724	320	136	markets.169	markets.169	PROPN
cblr-1724	320	137	3	3	X
cblr-1724	320	138	.	.	PUNCT
cblr-1724	321	1	the	the	DET
cblr-1724	321	2	adoption	adoption	NOUN
cblr-1724	321	3	of	of	ADP
cblr-1724	321	4	the	the	DET
cblr-1724	321	5	crowdfund	crowdfund	PROPN
cblr-1724	321	6	act	act	NOUN
cblr-1724	321	7	and	and	CCONJ
cblr-1724	321	8	the	the	DET
cblr-1724	321	9	resulting	result	VERB
cblr-1724	321	10	regulatory	regulatory	ADJ
cblr-1724	321	11	changes	change	NOUN
cblr-1724	321	12	president	president	NOUN
cblr-1724	321	13	obama	obama	PROPN
cblr-1724	321	14	and	and	CCONJ
cblr-1724	321	15	his	his	PRON
cblr-1724	321	16	administration	administration	NOUN
cblr-1724	321	17	urged	urge	VERB
cblr-1724	321	18	the	the	DET
cblr-1724	321	19	passage	passage	NOUN
cblr-1724	321	20	of	of	ADP
cblr-1724	321	21	the	the	DET
cblr-1724	321	22	american	american	PROPN
cblr-1724	321	23	jobs	job	NOUN
cblr-1724	321	24	act	act	VERB
cblr-1724	321	25	in	in	ADP
cblr-1724	321	26	2011	2011	NUM
cblr-1724	321	27	in	in	ADP
cblr-1724	321	28	order	order	NOUN
cblr-1724	321	29	to	to	PART
cblr-1724	321	30	boost	boost	VERB
cblr-1724	321	31	the	the	DET
cblr-1724	321	32	economy.170	economy.170	PROPN
cblr-1724	321	33	congress	congress	PROPN
cblr-1724	321	34	passed	pass	VERB
cblr-1724	321	35	a	a	DET
cblr-1724	321	36	portion	portion	NOUN
cblr-1724	321	37	of	of	ADP
cblr-1724	321	38	that	that	DET
cblr-1724	321	39	act	act	NOUN
cblr-1724	321	40	,	,	PUNCT
cblr-1724	321	41	the	the	DET
cblr-1724	321	42	jobs	job	NOUN
cblr-1724	321	43	act	act	PROPN
cblr-1724	321	44	,	,	PUNCT
cblr-1724	321	45	on	on	ADP
cblr-1724	321	46	march	march	PROPN
cblr-1724	321	47	27	27	NUM
cblr-1724	321	48	,	,	PUNCT
cblr-1724	321	49	2012	2012	NUM
cblr-1724	321	50	,	,	PUNCT
cblr-1724	321	51	and	and	CCONJ
cblr-1724	321	52	president	president	PROPN
cblr-1724	321	53	obama	obama	PROPN
cblr-1724	321	54	signed	sign	VERB
cblr-1724	321	55	it	it	PRON
cblr-1724	321	56	into	into	ADP
cblr-1724	321	57	law	law	NOUN
cblr-1724	321	58	on	on	ADP
cblr-1724	321	59	april	april	PROPN
cblr-1724	321	60	5	5	NUM
cblr-1724	321	61	,	,	PUNCT
cblr-1724	321	62	2012.171	2012.171	NUM
cblr-1724	321	63	title	title	NOUN
cblr-1724	321	64	iii	iii	NOUN
cblr-1724	321	65	of	of	ADP
cblr-1724	321	66	the	the	DET
cblr-1724	321	67	jobs	job	NOUN
cblr-1724	321	68	act	act	NOUN
cblr-1724	321	69	is	be	AUX
cblr-1724	321	70	known	know	VERB
cblr-1724	321	71	as	as	ADP
cblr-1724	321	72	the	the	DET
cblr-1724	321	73	crowdfund	crowdfund	NOUN
cblr-1724	321	74	act.172	act.172	PROPN
cblr-1724	321	75	the	the	DET
cblr-1724	321	76	white	white	PROPN
cblr-1724	321	77	house	house	PROPN
cblr-1724	321	78	promoted	promote	VERB
cblr-1724	321	79	the	the	DET
cblr-1724	321	80	overall	overall	ADJ
cblr-1724	321	81	legislation	legislation	NOUN
cblr-1724	321	82	as	as	ADP
cblr-1724	321	83	providing	provide	VERB
cblr-1724	321	84	a	a	DET
cblr-1724	321	85	multitude	multitude	NOUN
cblr-1724	321	86	of	of	ADP
cblr-1724	321	87	benefits	benefit	NOUN
cblr-1724	321	88	for	for	ADP
cblr-1724	321	89	wobs	wob	NOUN
cblr-1724	321	90	and	and	CCONJ
cblr-1724	321	91	specifically	specifically	ADV
cblr-1724	321	92	referenced	reference	VERB
cblr-1724	321	93	helping	help	VERB
cblr-1724	321	94	wobs	wob	VERB
cblr-1724	321	95	166	166	NUM
cblr-1724	321	96	berdejó	berdejó	NOUN
cblr-1724	321	97	,	,	PUNCT
cblr-1724	321	98	supra	supra	PROPN
cblr-1724	321	99	note	note	NOUN
cblr-1724	321	100	148	148	NUM
cblr-1724	321	101	,	,	PUNCT
cblr-1724	321	102	at	at	ADP
cblr-1724	321	103	20	20	NUM
cblr-1724	321	104	.	.	SYM
cblr-1724	321	105	167	167	NUM
cblr-1724	321	106	see	see	NOUN
cblr-1724	321	107	berdejó	berdejó	NOUN
cblr-1724	321	108	,	,	PUNCT
cblr-1724	321	109	supra	supra	PROPN
cblr-1724	321	110	note	note	NOUN
cblr-1724	321	111	148	148	NUM
cblr-1724	321	112	,	,	PUNCT
cblr-1724	321	113	at	at	ADP
cblr-1724	321	114	3	3	NUM
cblr-1724	321	115	.	.	NOUN
cblr-1724	321	116	168	168	NUM
cblr-1724	321	117	stacie	stacie	PROPN
cblr-1724	321	118	k.	k.	PROPN
cblr-1724	321	119	townsend	townsend	PROPN
cblr-1724	321	120	,	,	PUNCT
cblr-1724	321	121	the	the	DET
cblr-1724	321	122	jumpstart	jumpstart	NOUN
cblr-1724	321	123	our	our	PRON
cblr-1724	321	124	business	business	NOUN
cblr-1724	321	125	startups	startup	NOUN
cblr-1724	321	126	act	act	NOUN
cblr-1724	321	127	takes	take	VERB
cblr-1724	321	128	the	the	DET
cblr-1724	321	129	bite	bite	NOUN
cblr-1724	321	130	out	out	ADP
cblr-1724	321	131	of	of	ADP
cblr-1724	321	132	sarbanes	sarbane	NOUN
cblr-1724	321	133	-	-	PUNCT
cblr-1724	321	134	oxley	oxley	NOUN
cblr-1724	321	135	:	:	PUNCT
cblr-1724	321	136	adding	add	VERB
cblr-1724	321	137	corporate	corporate	ADJ
cblr-1724	321	138	governance	governance	NOUN
cblr-1724	321	139	to	to	ADP
cblr-1724	321	140	the	the	DET
cblr-1724	321	141	discussion	discussion	NOUN
cblr-1724	321	142	,	,	PUNCT
cblr-1724	321	143	99	99	NUM
cblr-1724	321	144	iowa	iowa	PROPN
cblr-1724	321	145	l.	l.	PROPN
cblr-1724	321	146	rev	rev	PROPN
cblr-1724	321	147	.	.	PROPN
cblr-1724	321	148	893	893	NUM
cblr-1724	321	149	,	,	PUNCT
cblr-1724	321	150	899	899	NUM
cblr-1724	321	151	(	(	PUNCT
cblr-1724	321	152	2014	2014	NUM
cblr-1724	321	153	)	)	PUNCT
cblr-1724	321	154	.	.	PUNCT
cblr-1724	322	1	169	169	NUM
cblr-1724	323	1	i	i	PRON
cblr-1724	323	2	d.	d.	PROPN
cblr-1724	323	3	at	at	ADP
cblr-1724	323	4	902	902	NUM
cblr-1724	323	5	.	.	PUNCT
cblr-1724	324	1	170	170	NUM
cblr-1724	324	2	obama	obama	NOUN
cblr-1724	324	3	calls	call	VERB
cblr-1724	324	4	on	on	ADP
cblr-1724	324	5	congress	congress	PROPN
cblr-1724	324	6	to	to	PART
cblr-1724	324	7	quickly	quickly	ADV
cblr-1724	324	8	pass	pass	VERB
cblr-1724	324	9	his	his	PRON
cblr-1724	324	10	‘	'	PUNCT
cblr-1724	324	11	american	american	ADJ
cblr-1724	324	12	jobs	job	NOUN
cblr-1724	324	13	act	act	PROPN
cblr-1724	324	14	’	'	PUNCT
cblr-1724	324	15	,	,	PUNCT
cblr-1724	324	16	cnn	cnn	PROPN
cblr-1724	324	17	(	(	PUNCT
cblr-1724	324	18	sept	sept	PROPN
cblr-1724	324	19	.	.	PROPN
cblr-1724	324	20	9	9	NUM
cblr-1724	324	21	,	,	PUNCT
cblr-1724	324	22	2011	2011	NUM
cblr-1724	324	23	,	,	PUNCT
cblr-1724	324	24	3:00	3:00	NUM
cblr-1724	324	25	pm	pm	NOUN
cblr-1724	324	26	)	)	PUNCT
cblr-1724	324	27	,	,	PUNCT
cblr-1724	324	28	http://www.cnn.com/2011/politics/09/08/obama.jobs.plan/	http://www.cnn.com/2011/politics/09/08/obama.jobs.plan/	NOUN
cblr-1724	325	1	[	[	X
cblr-1724	325	2	https://perma.cc/53gv-hyn2	https://perma.cc/53gv-hyn2	NOUN
cblr-1724	325	3	]	]	X
cblr-1724	325	4	.	.	PUNCT
cblr-1724	326	1	171	171	NUM
cblr-1724	326	2	jumpstart	jumpstart	VERB
cblr-1724	326	3	our	our	PRON
cblr-1724	326	4	business	business	NOUN
cblr-1724	326	5	startups	startup	NOUN
cblr-1724	326	6	(	(	PUNCT
cblr-1724	326	7	jobs	job	NOUN
cblr-1724	326	8	)	)	PUNCT
cblr-1724	326	9	act	act	PROPN
cblr-1724	326	10	,	,	PUNCT
cblr-1724	326	11	sec	sec	PROPN
cblr-1724	326	12	,	,	PUNCT
cblr-1724	326	13	https://www.sec.gov/spotlight/jobs-act.shtml	https://www.sec.gov/spotlight/jobs-act.shtml	ADP
cblr-1724	327	1	[	[	X
cblr-1724	327	2	https://perma.cc/uzw2-3564	https://perma.cc/uzw2-3564	X
cblr-1724	327	3	]	]	X
cblr-1724	327	4	(	(	PUNCT
cblr-1724	327	5	last	last	ADV
cblr-1724	327	6	visited	visit	VERB
cblr-1724	327	7	june	june	PROPN
cblr-1724	327	8	20	20	NUM
cblr-1724	327	9	,	,	PUNCT
cblr-1724	327	10	2017	2017	NUM
cblr-1724	327	11	)	)	PUNCT
cblr-1724	327	12	.	.	PUNCT
cblr-1724	328	1	172	172	NUM
cblr-1724	328	2	jumpstart	jumpstart	VERB
cblr-1724	328	3	our	our	PRON
cblr-1724	328	4	business	business	NOUN
cblr-1724	328	5	startups	startup	NOUN
cblr-1724	328	6	act	act	PROPN
cblr-1724	328	7	,	,	PUNCT
cblr-1724	328	8	pub	pub	NOUN
cblr-1724	328	9	.	.	PUNCT
cblr-1724	329	1	l.	l.	PROPN
cblr-1724	329	2	no	no	INTJ
cblr-1724	329	3	.	.	PROPN
cblr-1724	330	1	112	112	NUM
cblr-1724	330	2	-	-	SYM
cblr-1724	330	3	106	106	NUM
cblr-1724	330	4	,	,	PUNCT
cblr-1724	330	5	126	126	NUM
cblr-1724	330	6	stat	stat	NOUN
cblr-1724	330	7	.	.	PUNCT
cblr-1724	331	1	306	306	NUM
cblr-1724	331	2	§	§	PROPN
cblr-1724	331	3	301	301	NUM
cblr-1724	331	4	(	(	PUNCT
cblr-1724	331	5	2012	2012	NUM
cblr-1724	331	6	)	)	PUNCT
cblr-1724	331	7	.	.	PUNCT
cblr-1724	332	1	brandt	brandt	PROPN
cblr-1724	332	2	–	–	PUNCT
cblr-1724	332	3	final	final	ADJ
cblr-1724	332	4	no	no	NOUN
cblr-1724	332	5	.	.	NOUN
cblr-1724	332	6	2:807	2:807	NUM
cblr-1724	332	7	]	]	PUNCT
cblr-1724	332	8	women	woman	NOUN
cblr-1724	332	9	-	-	PUNCT
cblr-1724	332	10	owned	own	VERB
cblr-1724	332	11	businesses	business	NOUN
cblr-1724	332	12	’	'	PUNCT
cblr-1724	332	13	access	access	NOUN
cblr-1724	332	14	to	to	ADP
cblr-1724	332	15	capital	capital	NOUN
cblr-1724	332	16	837	837	NUM
cblr-1724	332	17	access	access	NOUN
cblr-1724	332	18	capital	capital	NOUN
cblr-1724	332	19	to	to	PART
cblr-1724	332	20	start	start	VERB
cblr-1724	332	21	and	and	CCONJ
cblr-1724	332	22	grow	grow	VERB
cblr-1724	332	23	their	their	PRON
cblr-1724	332	24	businesses	business	NOUN
cblr-1724	332	25	as	as	ADP
cblr-1724	332	26	motivation	motivation	NOUN
cblr-1724	332	27	for	for	ADP
cblr-1724	332	28	the	the	DET
cblr-1724	332	29	legislation.173	legislation.173	PROPN
cblr-1724	332	30	the	the	DET
cblr-1724	332	31	sec	sec	PROPN
cblr-1724	332	32	adopted	adopt	VERB
cblr-1724	332	33	the	the	DET
cblr-1724	332	34	final	final	ADJ
cblr-1724	332	35	rules	rule	NOUN
cblr-1724	332	36	for	for	ADP
cblr-1724	332	37	the	the	DET
cblr-1724	332	38	crowdfund	crowdfund	PROPN
cblr-1724	332	39	act	act	NOUN
cblr-1724	332	40	over	over	ADP
cblr-1724	332	41	three	three	NUM
cblr-1724	332	42	years	year	NOUN
cblr-1724	332	43	later	later	ADV
cblr-1724	332	44	,	,	PUNCT
cblr-1724	332	45	on	on	ADP
cblr-1724	332	46	october	october	PROPN
cblr-1724	332	47	30	30	NUM
cblr-1724	332	48	,	,	PUNCT
cblr-1724	332	49	2015	2015	NUM
cblr-1724	332	50	,	,	PUNCT
cblr-1724	332	51	and	and	CCONJ
cblr-1724	332	52	those	those	DET
cblr-1724	332	53	rules	rule	NOUN
cblr-1724	332	54	ultimately	ultimately	ADV
cblr-1724	332	55	took	take	VERB
cblr-1724	332	56	effect	effect	NOUN
cblr-1724	332	57	on	on	ADP
cblr-1724	332	58	may	may	PROPN
cblr-1724	332	59	16	16	NUM
cblr-1724	332	60	,	,	PUNCT
cblr-1724	332	61	2016.174	2016.174	NUM
cblr-1724	332	62	therefore	therefore	ADV
cblr-1724	332	63	,	,	PUNCT
cblr-1724	332	64	these	these	DET
cblr-1724	332	65	new	new	ADJ
cblr-1724	332	66	regulations	regulation	NOUN
cblr-1724	332	67	have	have	AUX
cblr-1724	332	68	been	be	AUX
cblr-1724	332	69	in	in	ADP
cblr-1724	332	70	effect	effect	NOUN
cblr-1724	332	71	for	for	ADP
cblr-1724	332	72	approximately	approximately	ADV
cblr-1724	332	73	eight	eight	NUM
cblr-1724	332	74	months	month	NOUN
cblr-1724	332	75	at	at	ADP
cblr-1724	332	76	the	the	DET
cblr-1724	332	77	time	time	NOUN
cblr-1724	332	78	this	this	DET
cblr-1724	332	79	note	note	NOUN
cblr-1724	332	80	was	be	AUX
cblr-1724	332	81	written	write	VERB
cblr-1724	332	82	.	.	PUNCT
cblr-1724	333	1	while	while	SCONJ
cblr-1724	333	2	this	this	PRON
cblr-1724	333	3	is	be	AUX
cblr-1724	333	4	an	an	DET
cblr-1724	333	5	insufficient	insufficient	ADJ
cblr-1724	333	6	time	time	NOUN
cblr-1724	333	7	in	in	ADP
cblr-1724	333	8	which	which	PRON
cblr-1724	333	9	to	to	PART
cblr-1724	333	10	conclusively	conclusively	ADV
cblr-1724	333	11	determine	determine	VERB
cblr-1724	333	12	whether	whether	SCONJ
cblr-1724	333	13	the	the	DET
cblr-1724	333	14	crowdfund	crowdfund	NOUN
cblr-1724	333	15	act	act	NOUN
cblr-1724	333	16	is	be	AUX
cblr-1724	333	17	a	a	DET
cblr-1724	333	18	boon	boon	NOUN
cblr-1724	333	19	to	to	PART
cblr-1724	333	20	wobs	wob	NOUN
cblr-1724	333	21	and	and	CCONJ
cblr-1724	333	22	female	female	ADJ
cblr-1724	333	23	entrepreneurs	entrepreneur	NOUN
cblr-1724	333	24	in	in	ADP
cblr-1724	333	25	general	general	ADJ
cblr-1724	333	26	,	,	PUNCT
cblr-1724	333	27	the	the	DET
cblr-1724	333	28	research	research	NOUN
cblr-1724	333	29	suggesting	suggest	VERB
cblr-1724	333	30	that	that	SCONJ
cblr-1724	333	31	equity	equity	NOUN
cblr-1724	333	32	crowdfunding	crowdfunding	NOUN
cblr-1724	333	33	may	may	AUX
cblr-1724	333	34	offer	offer	VERB
cblr-1724	333	35	wobs	wob	NOUN
cblr-1724	333	36	improved	improved	ADJ
cblr-1724	333	37	access	access	NOUN
cblr-1724	333	38	to	to	ADP
cblr-1724	333	39	capital	capital	NOUN
cblr-1724	333	40	deserves	deserve	VERB
cblr-1724	333	41	scrutiny	scrutiny	NOUN
cblr-1724	333	42	early	early	ADV
cblr-1724	333	43	and	and	CCONJ
cblr-1724	333	44	often	often	ADV
cblr-1724	333	45	in	in	ADP
cblr-1724	333	46	the	the	DET
cblr-1724	333	47	legislation	legislation	NOUN
cblr-1724	333	48	’s	’s	PART
cblr-1724	333	49	lifetime	lifetime	NOUN
cblr-1724	333	50	in	in	ADP
cblr-1724	333	51	order	order	NOUN
cblr-1724	333	52	to	to	PART
cblr-1724	333	53	track	track	VERB
cblr-1724	333	54	wobs	wobs	NOUN
cblr-1724	333	55	’	'	PUNCT
cblr-1724	333	56	success	success	NOUN
cblr-1724	333	57	in	in	ADP
cblr-1724	333	58	accessing	access	VERB
cblr-1724	333	59	such	such	ADJ
cblr-1724	333	60	capital	capital	NOUN
cblr-1724	333	61	.	.	PUNCT
cblr-1724	334	1	this	this	DET
cblr-1724	334	2	note	note	NOUN
cblr-1724	334	3	specifically	specifically	ADV
cblr-1724	334	4	seeks	seek	VERB
cblr-1724	334	5	to	to	PART
cblr-1724	334	6	determine	determine	VERB
cblr-1724	334	7	whether	whether	SCONJ
cblr-1724	334	8	wobs	wob	NOUN
cblr-1724	334	9	were	be	AUX
cblr-1724	334	10	particularly	particularly	ADV
cblr-1724	334	11	motivated	motivated	ADJ
cblr-1724	334	12	to	to	PART
cblr-1724	334	13	take	take	VERB
cblr-1724	334	14	advantage	advantage	NOUN
cblr-1724	334	15	of	of	ADP
cblr-1724	334	16	this	this	DET
cblr-1724	334	17	new	new	ADJ
cblr-1724	334	18	opportunity	opportunity	NOUN
cblr-1724	334	19	for	for	ADP
cblr-1724	334	20	securing	secure	VERB
cblr-1724	334	21	financing	financing	NOUN
cblr-1724	334	22	within	within	ADP
cblr-1724	334	23	the	the	DET
cblr-1724	334	24	first	first	ADJ
cblr-1724	334	25	eight	eight	NUM
cblr-1724	334	26	months	month	NOUN
cblr-1724	334	27	of	of	ADP
cblr-1724	334	28	the	the	DET
cblr-1724	334	29	changes	change	NOUN
cblr-1724	334	30	to	to	ADP
cblr-1724	334	31	the	the	DET
cblr-1724	334	32	regulation	regulation	NOUN
cblr-1724	334	33	.	.	PUNCT
cblr-1724	335	1	conclusively	conclusively	ADV
cblr-1724	335	2	determining	determine	VERB
cblr-1724	335	3	whether	whether	SCONJ
cblr-1724	335	4	the	the	DET
cblr-1724	335	5	crowdfund	crowdfund	NOUN
cblr-1724	335	6	act	act	NOUN
cblr-1724	335	7	has	have	AUX
cblr-1724	335	8	improved	improve	VERB
cblr-1724	335	9	women	woman	NOUN
cblr-1724	335	10	’s	’s	PART
cblr-1724	335	11	access	access	NOUN
cblr-1724	335	12	to	to	ADP
cblr-1724	335	13	capital	capital	NOUN
cblr-1724	335	14	requires	require	VERB
cblr-1724	335	15	additional	additional	ADJ
cblr-1724	335	16	and	and	CCONJ
cblr-1724	335	17	on	on	ADP
cblr-1724	335	18	-	-	PUNCT
cblr-1724	335	19	going	go	VERB
cblr-1724	335	20	review	review	NOUN
cblr-1724	335	21	.	.	PUNCT
cblr-1724	336	1	the	the	DET
cblr-1724	336	2	crowdfund	crowdfund	PROPN
cblr-1724	336	3	act	act	PROPN
cblr-1724	336	4	’s	’s	PART
cblr-1724	336	5	main	main	ADJ
cblr-1724	336	6	aim	aim	NOUN
cblr-1724	336	7	is	be	AUX
cblr-1724	336	8	to	to	PART
cblr-1724	336	9	democratize	democratize	VERB
cblr-1724	336	10	the	the	DET
cblr-1724	336	11	equity	equity	NOUN
cblr-1724	336	12	markets	market	NOUN
cblr-1724	336	13	for	for	ADP
cblr-1724	336	14	small	small	ADJ
cblr-1724	336	15	and	and	CCONJ
cblr-1724	336	16	emerging	emerge	VERB
cblr-1724	336	17	growth	growth	NOUN
cblr-1724	336	18	companies	company	NOUN
cblr-1724	336	19	by	by	ADP
cblr-1724	336	20	easing	ease	VERB
cblr-1724	336	21	the	the	DET
cblr-1724	336	22	requirements	requirement	NOUN
cblr-1724	336	23	of	of	ADP
cblr-1724	336	24	the	the	DET
cblr-1724	336	25	existing	exist	VERB
cblr-1724	336	26	securities	security	NOUN
cblr-1724	336	27	regulations	regulation	NOUN
cblr-1724	336	28	under	under	ADP
cblr-1724	336	29	the	the	DET
cblr-1724	336	30	securities	security	NOUN
cblr-1724	336	31	act	act	NOUN
cblr-1724	336	32	of	of	ADP
cblr-1724	336	33	1933.175	1933.175	NUM
cblr-1724	336	34	the	the	DET
cblr-1724	336	35	government	government	NOUN
cblr-1724	336	36	and	and	CCONJ
cblr-1724	336	37	some	some	DET
cblr-1724	336	38	commentators	commentator	NOUN
cblr-1724	336	39	heralded	herald	VERB
cblr-1724	336	40	this	this	DET
cblr-1724	336	41	democratization	democratization	NOUN
cblr-1724	336	42	of	of	ADP
cblr-1724	336	43	equity	equity	NOUN
cblr-1724	336	44	markets	market	NOUN
cblr-1724	336	45	as	as	ADP
cblr-1724	336	46	a	a	DET
cblr-1724	336	47	win	win	NOUN
cblr-1724	336	48	for	for	ADP
cblr-1724	336	49	female	female	ADJ
cblr-1724	336	50	entrepreneurs	entrepreneur	NOUN
cblr-1724	336	51	,	,	PUNCT
cblr-1724	336	52	minority	minority	NOUN
cblr-1724	336	53	-	-	PUNCT
cblr-1724	336	54	owned	own	VERB
cblr-1724	336	55	businesses	business	NOUN
cblr-1724	336	56	,	,	PUNCT
cblr-1724	336	57	and	and	CCONJ
cblr-1724	336	58	other	other	ADJ
cblr-1724	336	59	traditionally	traditionally	ADV
cblr-1724	336	60	disenfranchised	disenfranchise	VERB
cblr-1724	336	61	persons.176	persons.176	NOUN
cblr-1724	336	62	recent	recent	ADJ
cblr-1724	336	63	empirical	empirical	ADJ
cblr-1724	336	64	studies	study	NOUN
cblr-1724	336	65	have	have	AUX
cblr-1724	336	66	shown	show	VERB
cblr-1724	336	67	that	that	SCONJ
cblr-1724	336	68	“	"	PUNCT
cblr-1724	336	69	women	woman	NOUN
cblr-1724	336	70	are	be	AUX
cblr-1724	336	71	more	more	ADV
cblr-1724	336	72	likely	likely	ADJ
cblr-1724	336	73	to	to	PART
cblr-1724	336	74	succeed	succeed	VERB
cblr-1724	336	75	at	at	ADP
cblr-1724	336	76	crowdfunding	crowdfunding	NOUN
cblr-1724	336	77	than	than	SCONJ
cblr-1724	336	78	173	173	NUM
cblr-1724	336	79	american	american	ADJ
cblr-1724	336	80	jobs	job	NOUN
cblr-1724	336	81	act	act	PROPN
cblr-1724	336	82	:	:	PUNCT
cblr-1724	336	83	impact	impact	NOUN
cblr-1724	336	84	for	for	ADP
cblr-1724	336	85	women	woman	NOUN
cblr-1724	336	86	,	,	PUNCT
cblr-1724	336	87	supra	supra	PROPN
cblr-1724	336	88	note	note	NOUN
cblr-1724	336	89	3	3	NUM
cblr-1724	336	90	,	,	PUNCT
cblr-1724	336	91	at	at	ADP
cblr-1724	336	92	1	1	NUM
cblr-1724	336	93	.	.	NUM
cblr-1724	336	94	174	174	NUM
cblr-1724	336	95	sec	sec	PROPN
cblr-1724	336	96	adopts	adopt	VERB
cblr-1724	336	97	rules	rule	NOUN
cblr-1724	336	98	to	to	PART
cblr-1724	336	99	permit	permit	VERB
cblr-1724	336	100	crowdfunding	crowdfunding	NOUN
cblr-1724	336	101	,	,	PUNCT
cblr-1724	336	102	sec	sec	PROPN
cblr-1724	336	103	(	(	PUNCT
cblr-1724	336	104	oct	oct	PROPN
cblr-1724	336	105	.	.	PROPN
cblr-1724	336	106	30	30	NUM
cblr-1724	336	107	,	,	PUNCT
cblr-1724	336	108	2015	2015	NUM
cblr-1724	336	109	)	)	PUNCT
cblr-1724	336	110	,	,	PUNCT
cblr-1724	336	111	https://www.sec.gov/news/pressrelease/2015-249.html	https://www.sec.gov/news/pressrelease/2015-249.html	PROPN
cblr-1724	337	1	[	[	X
cblr-1724	337	2	https://perma.cc/2ckz-ku5f	https://perma.cc/2ckz-ku5f	X
cblr-1724	337	3	]	]	X
cblr-1724	337	4	;	;	PUNCT
cblr-1724	337	5	regulation	regulation	NOUN
cblr-1724	337	6	crowdfunding	crowdfunding	NOUN
cblr-1724	337	7	:	:	PUNCT
cblr-1724	337	8	a	a	DET
cblr-1724	337	9	small	small	ADJ
cblr-1724	337	10	entity	entity	NOUN
cblr-1724	337	11	compliance	compliance	NOUN
cblr-1724	337	12	guide	guide	NOUN
cblr-1724	337	13	for	for	ADP
cblr-1724	337	14	issuers	issuer	NOUN
cblr-1724	337	15	,	,	PUNCT
cblr-1724	337	16	sec	sec	PROPN
cblr-1724	337	17	(	(	PUNCT
cblr-1724	337	18	may	may	PROPN
cblr-1724	337	19	13	13	NUM
cblr-1724	337	20	,	,	PUNCT
cblr-1724	337	21	2016	2016	NUM
cblr-1724	337	22	)	)	PUNCT
cblr-1724	337	23	,	,	PUNCT
cblr-1724	337	24	https://www.sec.gov/info/smallbus/secg/rccomplianceguide-051316.htm	https://www.sec.gov/info/smallbus/secg/rccomplianceguide-051316.htm	X
cblr-1724	338	1	[	[	X
cblr-1724	338	2	https://perma.cc/46vk-m8c3	https://perma.cc/46vk-m8c3	NOUN
cblr-1724	338	3	]	]	PUNCT
cblr-1724	338	4	.	.	PUNCT
cblr-1724	339	1	175	175	NUM
cblr-1724	339	2	berdejó	berdejó	NOUN
cblr-1724	339	3	,	,	PUNCT
cblr-1724	339	4	supra	supra	PROPN
cblr-1724	339	5	note	note	NOUN
cblr-1724	339	6	148	148	NUM
cblr-1724	339	7	,	,	PUNCT
cblr-1724	339	8	at	at	ADP
cblr-1724	339	9	1	1	NUM
cblr-1724	339	10	.	.	PUNCT
cblr-1724	339	11	176	176	NUM
cblr-1724	339	12	andrew	andrew	PROPN
cblr-1724	339	13	a.	a.	PROPN
cblr-1724	339	14	schwartz	schwartz	PROPN
cblr-1724	339	15	,	,	PUNCT
cblr-1724	339	16	the	the	DET
cblr-1724	339	17	digital	digital	ADJ
cblr-1724	339	18	shareholder	shareholder	NOUN
cblr-1724	339	19	,	,	PUNCT
cblr-1724	339	20	100	100	NUM
cblr-1724	339	21	minn	minn	PROPN
cblr-1724	339	22	.	.	PUNCT
cblr-1724	340	1	l.	l.	PROPN
cblr-1724	340	2	rev	rev	PROPN
cblr-1724	340	3	.	.	PROPN
cblr-1724	340	4	609	609	NUM
cblr-1724	340	5	,	,	PUNCT
cblr-1724	340	6	624	624	NUM
cblr-1724	340	7	(	(	PUNCT
cblr-1724	340	8	2015	2015	NUM
cblr-1724	340	9	)	)	PUNCT
cblr-1724	340	10	;	;	PUNCT
cblr-1724	340	11	greenberg	greenberg	PROPN
cblr-1724	340	12	&	&	CCONJ
cblr-1724	340	13	mollick	mollick	PROPN
cblr-1724	340	14	,	,	PUNCT
cblr-1724	340	15	supra	supra	PROPN
cblr-1724	340	16	note	note	PROPN
cblr-1724	340	17	77	77	NUM
cblr-1724	340	18	,	,	PUNCT
cblr-1724	340	19	at	at	ADP
cblr-1724	340	20	34–35	34–35	NUM
cblr-1724	340	21	.	.	PUNCT
cblr-1724	341	1	brandt	brandt	PROPN
cblr-1724	341	2	–	–	PUNCT
cblr-1724	341	3	final	final	ADJ
cblr-1724	341	4	838	838	NUM
cblr-1724	341	5	columbia	columbia	PROPN
cblr-1724	341	6	business	business	NOUN
cblr-1724	341	7	law	law	NOUN
cblr-1724	341	8	review	review	NOUN
cblr-1724	341	9	[	[	X
cblr-1724	341	10	vol	vol	NOUN
cblr-1724	341	11	.	.	NOUN
cblr-1724	341	12	2017	2017	NUM
cblr-1724	341	13	men	man	NOUN
cblr-1724	341	14	.	.	PUNCT
cblr-1724	341	15	”177	”177	PROPN
cblr-1724	341	16	similarly	similarly	ADV
cblr-1724	341	17	,	,	PUNCT
cblr-1724	341	18	“	"	PUNCT
cblr-1724	341	19	female	female	ADJ
cblr-1724	341	20	backers	backer	NOUN
cblr-1724	341	21	are	be	AUX
cblr-1724	341	22	comparatively	comparatively	ADV
cblr-1724	341	23	more	more	ADV
cblr-1724	341	24	likely	likely	ADJ
cblr-1724	341	25	to	to	PART
cblr-1724	341	26	support	support	VERB
cblr-1724	341	27	female	female	ADJ
cblr-1724	341	28	founders	founder	NOUN
cblr-1724	341	29	than	than	ADP
cblr-1724	341	30	male	male	ADJ
cblr-1724	341	31	founders	founder	NOUN
cblr-1724	341	32	.	.	PUNCT
cblr-1724	342	1	”178	”178	ADJ
cblr-1724	342	2	access	access	NOUN
cblr-1724	342	3	to	to	ADP
cblr-1724	342	4	this	this	DET
cblr-1724	342	5	new	new	ADJ
cblr-1724	342	6	source	source	NOUN
cblr-1724	342	7	of	of	ADP
cblr-1724	342	8	(	(	PUNCT
cblr-1724	342	9	female	female	ADJ
cblr-1724	342	10	)	)	PUNCT
cblr-1724	342	11	funders	funder	NOUN
cblr-1724	342	12	,	,	PUNCT
cblr-1724	342	13	therefore	therefore	ADV
cblr-1724	342	14	,	,	PUNCT
cblr-1724	342	15	does	do	AUX
cblr-1724	342	16	logically	logically	ADV
cblr-1724	342	17	seem	seem	VERB
cblr-1724	342	18	like	like	ADP
cblr-1724	342	19	a	a	DET
cblr-1724	342	20	potentially	potentially	ADV
cblr-1724	342	21	successful	successful	ADJ
cblr-1724	342	22	pathway	pathway	NOUN
cblr-1724	342	23	for	for	ADP
cblr-1724	342	24	wobs	wob	NOUN
cblr-1724	342	25	to	to	PART
cblr-1724	342	26	increase	increase	VERB
cblr-1724	342	27	their	their	PRON
cblr-1724	342	28	equity	equity	NOUN
cblr-1724	342	29	fundraising	fundraising	NOUN
cblr-1724	342	30	efforts	effort	NOUN
cblr-1724	342	31	and	and	CCONJ
cblr-1724	342	32	successes	success	NOUN
cblr-1724	342	33	given	give	VERB
cblr-1724	342	34	their	their	PRON
cblr-1724	342	35	challenges	challenge	NOUN
cblr-1724	342	36	with	with	ADP
cblr-1724	342	37	traditional	traditional	ADJ
cblr-1724	342	38	financing	financing	NOUN
cblr-1724	342	39	sources.179	sources.179	VERB
cblr-1724	342	40	the	the	DET
cblr-1724	342	41	jobs	job	NOUN
cblr-1724	342	42	act	act	VERB
cblr-1724	342	43	preserved	preserve	VERB
cblr-1724	342	44	some	some	PRON
cblr-1724	342	45	of	of	ADP
cblr-1724	342	46	the	the	DET
cblr-1724	342	47	sec	sec	PROPN
cblr-1724	342	48	’s	’s	PART
cblr-1724	342	49	relaxed	relaxed	ADJ
cblr-1724	342	50	disclosures	disclosure	NOUN
cblr-1724	342	51	under	under	ADP
cblr-1724	342	52	the	the	DET
cblr-1724	342	53	2008	2008	NUM
cblr-1724	342	54	exemptions.180	exemptions.180	NOUN
cblr-1724	342	55	these	these	PRON
cblr-1724	342	56	include	include	VERB
cblr-1724	342	57	the	the	DET
cblr-1724	342	58	option	option	NOUN
cblr-1724	342	59	to	to	PART
cblr-1724	342	60	include	include	VERB
cblr-1724	342	61	only	only	ADV
cblr-1724	342	62	two	two	NUM
cblr-1724	342	63	years	year	NOUN
cblr-1724	342	64	of	of	ADP
cblr-1724	342	65	audited	audit	VERB
cblr-1724	342	66	financial	financial	ADJ
cblr-1724	342	67	statements	statement	NOUN
cblr-1724	342	68	and	and	CCONJ
cblr-1724	342	69	most	most	ADJ
cblr-1724	342	70	of	of	ADP
cblr-1724	342	71	the	the	DET
cblr-1724	342	72	executive	executive	ADJ
cblr-1724	342	73	compensation	compensation	NOUN
cblr-1724	343	1	exemptions.181	exemptions.181	PROPN
cblr-1724	343	2	after	after	SCONJ
cblr-1724	343	3	the	the	DET
cblr-1724	343	4	offering	offering	NOUN
cblr-1724	343	5	closes	close	VERB
cblr-1724	343	6	,	,	PUNCT
cblr-1724	343	7	title	title	NOUN
cblr-1724	343	8	iii	iii	NOUN
cblr-1724	343	9	requires	require	VERB
cblr-1724	343	10	additional	additional	ADJ
cblr-1724	343	11	,	,	PUNCT
cblr-1724	343	12	though	though	SCONJ
cblr-1724	343	13	limited	limited	ADJ
cblr-1724	343	14	,	,	PUNCT
cblr-1724	343	15	annual	annual	ADJ
cblr-1724	343	16	disclosures	disclosure	NOUN
cblr-1724	343	17	that	that	PRON
cblr-1724	343	18	are	be	AUX
cblr-1724	343	19	reported	report	VERB
cblr-1724	343	20	back	back	ADV
cblr-1724	343	21	to	to	ADP
cblr-1724	343	22	the	the	DET
cblr-1724	343	23	investors	investor	NOUN
cblr-1724	343	24	,	,	PUNCT
cblr-1724	343	25	or	or	CCONJ
cblr-1724	343	26	crowd	crowd	NOUN
cblr-1724	343	27	,	,	PUNCT
cblr-1724	343	28	that	that	PRON
cblr-1724	343	29	funded	fund	VERB
cblr-1724	343	30	the	the	DET
cblr-1724	343	31	securities.182	securities.182	NOUN
cblr-1724	343	32	additionally	additionally	ADV
cblr-1724	343	33	,	,	PUNCT
cblr-1724	343	34	the	the	DET
cblr-1724	343	35	new	new	ADJ
cblr-1724	343	36	regulations	regulation	NOUN
cblr-1724	343	37	restrict	restrict	VERB
cblr-1724	343	38	securities	security	NOUN
cblr-1724	343	39	offerings	offering	NOUN
cblr-1724	343	40	to	to	ADP
cblr-1724	343	41	registered	register	VERB
cblr-1724	343	42	funding	funding	NOUN
cblr-1724	343	43	portals	portal	NOUN
cblr-1724	343	44	,	,	PUNCT
cblr-1724	343	45	which	which	PRON
cblr-1724	343	46	must	must	AUX
cblr-1724	343	47	meet	meet	VERB
cblr-1724	343	48	various	various	ADJ
cblr-1724	343	49	regulatory	regulatory	ADJ
cblr-1724	343	50	hurdles	hurdle	NOUN
cblr-1724	343	51	themselves	themselves	PRON
cblr-1724	343	52	,	,	PUNCT
cblr-1724	343	53	including	include	VERB
cblr-1724	343	54	investor	investor	NOUN
cblr-1724	343	55	education	education	NOUN
cblr-1724	343	56	,	,	PUNCT
cblr-1724	343	57	refraining	refrain	VERB
cblr-1724	343	58	from	from	ADP
cblr-1724	343	59	endorsing	endorse	VERB
cblr-1724	343	60	or	or	CCONJ
cblr-1724	343	61	marketing	market	VERB
cblr-1724	343	62	specific	specific	ADJ
cblr-1724	343	63	offerings	offering	NOUN
cblr-1724	343	64	,	,	PUNCT
cblr-1724	343	65	and	and	CCONJ
cblr-1724	343	66	disseminating	disseminate	VERB
cblr-1724	343	67	the	the	DET
cblr-1724	343	68	required	required	ADJ
cblr-1724	343	69	public	public	ADJ
cblr-1724	343	70	disclosures	disclosure	NOUN
cblr-1724	343	71	to	to	ADP
cblr-1724	343	72	potential	potential	ADJ
cblr-1724	343	73	investors.183	investors.183	PROPN
cblr-1724	343	74	the	the	DET
cblr-1724	343	75	most	most	ADV
cblr-1724	343	76	drastic	drastic	ADJ
cblr-1724	343	77	change	change	NOUN
cblr-1724	343	78	,	,	PUNCT
cblr-1724	343	79	and	and	CCONJ
cblr-1724	343	80	main	main	ADJ
cblr-1724	343	81	thrust	thrust	NOUN
cblr-1724	343	82	,	,	PUNCT
cblr-1724	343	83	of	of	ADP
cblr-1724	343	84	the	the	DET
cblr-1724	343	85	crowdfund	crowdfund	PROPN
cblr-1724	343	86	act	act	NOUN
cblr-1724	343	87	is	be	AUX
cblr-1724	343	88	congress	congress	PROPN
cblr-1724	343	89	’	'	PUNCT
cblr-1724	343	90	allowance	allowance	NOUN
cblr-1724	343	91	of	of	ADP
cblr-1724	343	92	equity	equity	NOUN
cblr-1724	343	93	crowdfunding.184	crowdfunding.184	VERB
cblr-1724	343	94	the	the	DET
cblr-1724	343	95	crowdfund	crowdfund	NOUN
cblr-1724	343	96	act	act	NOUN
cblr-1724	343	97	reduces	reduce	VERB
cblr-1724	343	98	—	—	PUNCT
cblr-1724	343	99	although	although	SCONJ
cblr-1724	343	100	by	by	ADP
cblr-1724	343	101	how	how	SCONJ
cblr-1724	343	102	much	much	ADJ
cblr-1724	343	103	remains	remain	VERB
cblr-1724	343	104	controversial	controversial	ADJ
cblr-1724	343	105	—	—	PUNCT
cblr-1724	343	106	the	the	DET
cblr-1724	343	107	amount	amount	NOUN
cblr-1724	343	108	of	of	ADP
cblr-1724	343	109	money	money	NOUN
cblr-1724	343	110	and	and	CCONJ
cblr-1724	343	111	time	time	NOUN
cblr-1724	343	112	it	it	PRON
cblr-1724	343	113	takes	take	VERB
cblr-1724	343	114	in	in	ADP
cblr-1724	343	115	order	order	NOUN
cblr-1724	343	116	for	for	ADP
cblr-1724	343	117	small	small	ADJ
cblr-1724	343	118	businesses	business	NOUN
cblr-1724	343	119	,	,	PUNCT
cblr-1724	343	120	now	now	ADV
cblr-1724	343	121	deemed	deem	VERB
cblr-1724	343	122	“	"	PUNCT
cblr-1724	343	123	emerging	emerge	VERB
cblr-1724	343	124	growth	growth	NOUN
cblr-1724	343	125	companies	company	NOUN
cblr-1724	343	126	,	,	PUNCT
cblr-1724	343	127	”	"	PUNCT
cblr-1724	343	128	to	to	PART
cblr-1724	343	129	raise	raise	VERB
cblr-1724	343	130	capital	capital	NOUN
cblr-1724	343	131	online.185	online.185	PRON
cblr-1724	343	132	177	177	NUM
cblr-1724	343	133	greenberg	greenberg	PROPN
cblr-1724	343	134	&	&	CCONJ
cblr-1724	343	135	mollick	mollick	PROPN
cblr-1724	343	136	,	,	PUNCT
cblr-1724	343	137	supra	supra	PROPN
cblr-1724	343	138	note	note	PROPN
cblr-1724	343	139	77	77	NUM
cblr-1724	343	140	,	,	PUNCT
cblr-1724	343	141	at	at	ADP
cblr-1724	343	142	1	1	NUM
cblr-1724	343	143	.	.	NOUN
cblr-1724	343	144	178	178	NUM
cblr-1724	343	145	i	i	PRON
cblr-1724	343	146	d.	d.	PROPN
cblr-1724	343	147	at	at	ADP
cblr-1724	343	148	361	361	NUM
cblr-1724	343	149	.	.	PUNCT
cblr-1724	343	150	179	179	NUM
cblr-1724	343	151	see	see	VERB
cblr-1724	343	152	supra	supra	PROPN
cblr-1724	343	153	section	section	PROPN
cblr-1724	343	154	ii.b	ii.b	PROPN
cblr-1724	343	155	.	.	PUNCT
cblr-1724	344	1	180	180	NUM
cblr-1724	344	2	berdejó	berdejó	NOUN
cblr-1724	344	3	,	,	PUNCT
cblr-1724	344	4	supra	supra	PROPN
cblr-1724	344	5	note	note	NOUN
cblr-1724	344	6	148	148	NUM
cblr-1724	344	7	,	,	PUNCT
cblr-1724	344	8	at	at	ADP
cblr-1724	344	9	22	22	NUM
cblr-1724	344	10	.	.	PUNCT
cblr-1724	345	1	181	181	NUM
cblr-1724	346	1	i	i	PRON
cblr-1724	346	2	d.	d.	PROPN
cblr-1724	346	3	182	182	NUM
cblr-1724	346	4	wroldsen	wroldsen	PROPN
cblr-1724	346	5	,	,	PUNCT
cblr-1724	346	6	supra	supra	PROPN
cblr-1724	346	7	note	note	NOUN
cblr-1724	346	8	111	111	NUM
cblr-1724	346	9	,	,	PUNCT
cblr-1724	346	10	at	at	ADP
cblr-1724	346	11	372	372	NUM
cblr-1724	346	12	.	.	NOUN
cblr-1724	346	13	183	183	NUM
cblr-1724	347	1	i	i	PRON
cblr-1724	347	2	d.	d.	PROPN
cblr-1724	347	3	at	at	ADP
cblr-1724	347	4	367	367	NUM
cblr-1724	347	5	.	.	PUNCT
cblr-1724	348	1	184	184	NUM
cblr-1724	348	2	patricio	patricio	PROPN
cblr-1724	348	3	robles	robles	PROPN
cblr-1724	348	4	,	,	PUNCT
cblr-1724	348	5	the	the	DET
cblr-1724	348	6	crowdfund	crowdfund	ADJ
cblr-1724	348	7	act	act	PROPN
cblr-1724	348	8	:	:	PUNCT
cblr-1724	348	9	everything	everything	PRON
cblr-1724	348	10	you	you	PRON
cblr-1724	348	11	need	need	VERB
cblr-1724	348	12	to	to	PART
cblr-1724	348	13	know	know	VERB
cblr-1724	348	14	,	,	PUNCT
cblr-1724	348	15	econsultancy	econsultancy	NOUN
cblr-1724	348	16	(	(	PUNCT
cblr-1724	348	17	apr	apr	NOUN
cblr-1724	348	18	.	.	PROPN
cblr-1724	348	19	6	6	NUM
cblr-1724	348	20	,	,	PUNCT
cblr-1724	348	21	2012	2012	NUM
cblr-1724	348	22	)	)	PUNCT
cblr-1724	348	23	,	,	PUNCT
cblr-1724	348	24	https://econsultancy.com/blog/9548the-crowdfund-act-everything-you-need-to-know/	https://econsultancy.com/blog/9548the-crowdfund-act-everything-you-need-to-know/	X
cblr-1724	349	1	[	[	X
cblr-1724	349	2	https://perma.cc/7xwnhext	https://perma.cc/7xwnhext	PROPN
cblr-1724	349	3	]	]	X
cblr-1724	349	4	.	.	PUNCT
cblr-1724	350	1	185	185	NUM
cblr-1724	350	2	christine	christine	PROPN
cblr-1724	350	3	hurt	hurt	PROPN
cblr-1724	350	4	,	,	PUNCT
cblr-1724	350	5	pricing	pricing	NOUN
cblr-1724	350	6	disintermediation	disintermediation	NOUN
cblr-1724	350	7	:	:	PUNCT
cblr-1724	350	8	crowdfunding	crowdfunding	NOUN
cblr-1724	350	9	and	and	CCONJ
cblr-1724	350	10	online	online	ADJ
cblr-1724	350	11	auction	auction	NOUN
cblr-1724	350	12	ipos	ipos	NOUN
cblr-1724	350	13	,	,	PUNCT
cblr-1724	350	14	2015	2015	NUM
cblr-1724	350	15	u.	u.	PROPN
cblr-1724	350	16	ill	ill	PROPN
cblr-1724	350	17	.	.	PUNCT
cblr-1724	351	1	l.	l.	PROPN
cblr-1724	351	2	rev	rev	PROPN
cblr-1724	351	3	.	.	PROPN
cblr-1724	351	4	217	217	NUM
cblr-1724	351	5	,	,	PUNCT
cblr-1724	351	6	248	248	NUM
cblr-1724	351	7	(	(	PUNCT
cblr-1724	351	8	2015	2015	NUM
cblr-1724	351	9	)	)	PUNCT
cblr-1724	351	10	.	.	PUNCT
cblr-1724	352	1	brandt	brandt	PROPN
cblr-1724	352	2	–	–	PUNCT
cblr-1724	352	3	final	final	ADJ
cblr-1724	352	4	no	no	NOUN
cblr-1724	352	5	.	.	NOUN
cblr-1724	352	6	2:807	2:807	NUM
cblr-1724	352	7	]	]	PUNCT
cblr-1724	352	8	women	woman	NOUN
cblr-1724	352	9	-	-	PUNCT
cblr-1724	352	10	owned	own	VERB
cblr-1724	352	11	businesses	business	NOUN
cblr-1724	352	12	’	'	PUNCT
cblr-1724	352	13	access	access	NOUN
cblr-1724	352	14	to	to	ADP
cblr-1724	352	15	capital	capital	NOUN
cblr-1724	352	16	839	839	NUM
cblr-1724	352	17	specifically	specifically	ADV
cblr-1724	352	18	,	,	PUNCT
cblr-1724	352	19	the	the	DET
cblr-1724	352	20	act	act	NOUN
cblr-1724	352	21	creates	create	VERB
cblr-1724	352	22	a	a	DET
cblr-1724	352	23	new	new	ADJ
cblr-1724	352	24	exemption	exemption	NOUN
cblr-1724	352	25	to	to	ADP
cblr-1724	352	26	the	the	DET
cblr-1724	352	27	securities	security	NOUN
cblr-1724	352	28	act	act	NOUN
cblr-1724	352	29	of	of	ADP
cblr-1724	352	30	1933	1933	NUM
cblr-1724	352	31	’s	’s	PART
cblr-1724	352	32	registration	registration	NOUN
cblr-1724	352	33	requirements	requirement	NOUN
cblr-1724	352	34	discussed	discuss	VERB
cblr-1724	352	35	above.186	above.186	PROPN
cblr-1724	352	36	the	the	DET
cblr-1724	352	37	crowdfund	crowdfund	ADJ
cblr-1724	352	38	act	act	NOUN
cblr-1724	352	39	allows	allow	VERB
cblr-1724	352	40	a	a	DET
cblr-1724	352	41	potential	potential	ADJ
cblr-1724	352	42	issuer	issuer	NOUN
cblr-1724	352	43	to	to	PART
cblr-1724	352	44	raise	raise	VERB
cblr-1724	352	45	up	up	ADP
cblr-1724	352	46	to	to	PART
cblr-1724	352	47	$	$	SYM
cblr-1724	352	48	1	1	NUM
cblr-1724	352	49	million	million	NUM
cblr-1724	352	50	from	from	ADP
cblr-1724	352	51	investors	investor	NOUN
cblr-1724	352	52	in	in	ADP
cblr-1724	352	53	a	a	DET
cblr-1724	352	54	twelve	twelve	NUM
cblr-1724	352	55	-	-	PUNCT
cblr-1724	352	56	month	month	NOUN
cblr-1724	352	57	period.187	period.187	PROPN
cblr-1724	352	58	rather	rather	ADV
cblr-1724	352	59	than	than	ADP
cblr-1724	352	60	the	the	DET
cblr-1724	352	61	onerous	onerous	ADJ
cblr-1724	352	62	disclosure	disclosure	NOUN
cblr-1724	352	63	requirements	requirement	NOUN
cblr-1724	352	64	discussed	discuss	VERB
cblr-1724	352	65	above	above	ADV
cblr-1724	352	66	,	,	PUNCT
cblr-1724	352	67	the	the	DET
cblr-1724	352	68	issuer	issuer	NOUN
cblr-1724	352	69	must	must	AUX
cblr-1724	352	70	disclose	disclose	VERB
cblr-1724	352	71	basic	basic	ADJ
cblr-1724	352	72	information	information	NOUN
cblr-1724	352	73	about	about	ADP
cblr-1724	352	74	the	the	DET
cblr-1724	352	75	company	company	NOUN
cblr-1724	352	76	,	,	PUNCT
cblr-1724	352	77	directors	director	NOUN
cblr-1724	352	78	,	,	PUNCT
cblr-1724	352	79	and	and	CCONJ
cblr-1724	352	80	the	the	DET
cblr-1724	352	81	offering	offering	NOUN
cblr-1724	352	82	itself.188	itself.188	VERB
cblr-1724	352	83	the	the	DET
cblr-1724	352	84	financial	financial	ADJ
cblr-1724	352	85	statements	statement	NOUN
cblr-1724	352	86	that	that	SCONJ
cblr-1724	352	87	an	an	DET
cblr-1724	352	88	issuer	issuer	NOUN
cblr-1724	352	89	must	must	AUX
cblr-1724	352	90	disclose	disclose	VERB
cblr-1724	352	91	depend	depend	VERB
cblr-1724	352	92	upon	upon	SCONJ
cblr-1724	352	93	the	the	DET
cblr-1724	352	94	target	target	NOUN
cblr-1724	352	95	offering	offering	NOUN
cblr-1724	352	96	amount	amount	NOUN
cblr-1724	352	97	,	,	PUNCT
cblr-1724	352	98	but	but	CCONJ
cblr-1724	352	99	no	no	DET
cblr-1724	352	100	audited	audit	VERB
cblr-1724	352	101	financial	financial	ADJ
cblr-1724	352	102	statements	statement	NOUN
cblr-1724	352	103	are	be	AUX
cblr-1724	352	104	required	require	VERB
cblr-1724	352	105	for	for	ADP
cblr-1724	352	106	offerings	offering	NOUN
cblr-1724	352	107	under	under	ADP
cblr-1724	352	108	$	$	SYM
cblr-1724	352	109	500,000.189	500,000.189	NOUN
cblr-1724	352	110	however	however	ADV
cblr-1724	352	111	,	,	PUNCT
cblr-1724	352	112	issuer	issuer	ADJ
cblr-1724	352	113	executives	executive	NOUN
cblr-1724	352	114	can	can	AUX
cblr-1724	352	115	be	be	AUX
cblr-1724	352	116	held	hold	VERB
cblr-1724	352	117	liable	liable	ADJ
cblr-1724	352	118	for	for	ADP
cblr-1724	352	119	material	material	ADJ
cblr-1724	352	120	misstatements	misstatement	NOUN
cblr-1724	352	121	and	and	CCONJ
cblr-1724	352	122	omissions	omission	NOUN
cblr-1724	352	123	under	under	ADP
cblr-1724	352	124	the	the	DET
cblr-1724	352	125	act.190	act.190	NOUN
cblr-1724	352	126	on	on	ADP
cblr-1724	352	127	the	the	DET
cblr-1724	352	128	investor	investor	NOUN
cblr-1724	352	129	side	side	NOUN
cblr-1724	352	130	,	,	PUNCT
cblr-1724	352	131	the	the	DET
cblr-1724	352	132	crowdfund	crowdfund	ADJ
cblr-1724	352	133	act	act	NOUN
cblr-1724	352	134	eased	ease	VERB
cblr-1724	352	135	the	the	DET
cblr-1724	352	136	requirements	requirement	NOUN
cblr-1724	352	137	for	for	ADP
cblr-1724	352	138	issuing	issue	VERB
cblr-1724	352	139	securities	security	NOUN
cblr-1724	352	140	to	to	ADP
cblr-1724	352	141	investors	investor	NOUN
cblr-1724	352	142	who	who	PRON
cblr-1724	352	143	have	have	AUX
cblr-1724	352	144	not	not	PART
cblr-1724	352	145	attained	attain	VERB
cblr-1724	352	146	“	"	PUNCT
cblr-1724	352	147	accredited	accredited	ADJ
cblr-1724	352	148	investor	investor	NOUN
cblr-1724	352	149	”	"	PUNCT
cblr-1724	352	150	status	status	NOUN
cblr-1724	352	151	.	.	PUNCT
cblr-1724	353	1	the	the	DET
cblr-1724	353	2	act	act	NOUN
cblr-1724	353	3	requires	require	VERB
cblr-1724	353	4	that	that	SCONJ
cblr-1724	353	5	contributors	contributor	NOUN
cblr-1724	353	6	invest	invest	VERB
cblr-1724	353	7	no	no	PRON
cblr-1724	353	8	more	more	ADJ
cblr-1724	353	9	than	than	ADP
cblr-1724	353	10	“	"	PUNCT
cblr-1724	353	11	the	the	DET
cblr-1724	353	12	greater	great	ADJ
cblr-1724	353	13	of	of	ADP
cblr-1724	353	14	$	$	SYM
cblr-1724	353	15	2000	2000	NUM
cblr-1724	353	16	or	or	CCONJ
cblr-1724	353	17	five	five	NUM
cblr-1724	353	18	percent	percent	NOUN
cblr-1724	353	19	of	of	ADP
cblr-1724	353	20	the	the	DET
cblr-1724	353	21	annual	annual	ADJ
cblr-1724	353	22	income	income	NOUN
cblr-1724	353	23	or	or	CCONJ
cblr-1724	353	24	net	net	ADJ
cblr-1724	353	25	worth	worth	NOUN
cblr-1724	353	26	of	of	ADP
cblr-1724	353	27	such	such	ADJ
cblr-1724	353	28	investor	investor	NOUN
cblr-1724	353	29	,	,	PUNCT
cblr-1724	353	30	as	as	ADP
cblr-1724	353	31	applicable	applicable	ADJ
cblr-1724	353	32	,	,	PUNCT
cblr-1724	353	33	if	if	SCONJ
cblr-1724	353	34	either	either	CCONJ
cblr-1724	353	35	the	the	DET
cblr-1724	353	36	annual	annual	ADJ
cblr-1724	353	37	income	income	NOUN
cblr-1724	353	38	or	or	CCONJ
cblr-1724	353	39	the	the	DET
cblr-1724	353	40	net	net	ADJ
cblr-1724	353	41	worth	worth	NOUN
cblr-1724	353	42	of	of	ADP
cblr-1724	353	43	the	the	DET
cblr-1724	353	44	investor	investor	NOUN
cblr-1724	353	45	is	be	AUX
cblr-1724	353	46	less	less	ADJ
cblr-1724	353	47	than	than	ADP
cblr-1724	353	48	$	$	SYM
cblr-1724	353	49	100,000	100,000	NUM
cblr-1724	353	50	”	"	PUNCT
cblr-1724	353	51	and	and	CCONJ
cblr-1724	353	52	no	no	DET
cblr-1724	353	53	more	more	ADJ
cblr-1724	353	54	than	than	ADP
cblr-1724	353	55	ten	ten	NUM
cblr-1724	353	56	percent	percent	NOUN
cblr-1724	353	57	of	of	ADP
cblr-1724	353	58	the	the	DET
cblr-1724	353	59	annual	annual	ADJ
cblr-1724	353	60	income	income	NOUN
cblr-1724	353	61	or	or	CCONJ
cblr-1724	353	62	net	net	ADJ
cblr-1724	353	63	worth	worth	NOUN
cblr-1724	353	64	of	of	ADP
cblr-1724	353	65	an	an	DET
cblr-1724	353	66	investor	investor	NOUN
cblr-1724	353	67	if	if	SCONJ
cblr-1724	353	68	her	her	PRON
cblr-1724	353	69	annual	annual	ADJ
cblr-1724	353	70	income	income	NOUN
cblr-1724	353	71	or	or	CCONJ
cblr-1724	353	72	net	net	ADJ
cblr-1724	353	73	worth	worth	NOUN
cblr-1724	353	74	is	be	AUX
cblr-1724	353	75	at	at	ADV
cblr-1724	353	76	least	least	ADJ
cblr-1724	353	77	$	$	SYM
cblr-1724	353	78	100,000	100,000	NUM
cblr-1724	353	79	,	,	PUNCT
cblr-1724	353	80	with	with	SCONJ
cblr-1724	353	81	no	no	DET
cblr-1724	353	82	investor	investor	NOUN
cblr-1724	353	83	to	to	PART
cblr-1724	353	84	exceed	exceed	VERB
cblr-1724	353	85	a	a	DET
cblr-1724	353	86	maximum	maximum	ADJ
cblr-1724	353	87	investment	investment	NOUN
cblr-1724	353	88	of	of	ADP
cblr-1724	353	89	$	$	SYM
cblr-1724	353	90	100,000.191	100,000.191	NUM
cblr-1724	353	91	finally	finally	ADV
cblr-1724	353	92	,	,	PUNCT
cblr-1724	353	93	the	the	DET
cblr-1724	353	94	crowdfund	crowdfund	ADJ
cblr-1724	353	95	act	act	NOUN
cblr-1724	353	96	also	also	ADV
cblr-1724	353	97	created	create	VERB
cblr-1724	353	98	regulatory	regulatory	ADJ
cblr-1724	353	99	requirements	requirement	NOUN
cblr-1724	353	100	for	for	ADP
cblr-1724	353	101	brokers	broker	NOUN
cblr-1724	353	102	or	or	CCONJ
cblr-1724	353	103	funding	funding	NOUN
cblr-1724	353	104	portals	portal	NOUN
cblr-1724	353	105	that	that	PRON
cblr-1724	353	106	wish	wish	VERB
cblr-1724	353	107	to	to	PART
cblr-1724	353	108	act	act	VERB
cblr-1724	353	109	as	as	ADP
cblr-1724	353	110	intermediaries	intermediary	NOUN
cblr-1724	353	111	in	in	ADP
cblr-1724	353	112	equity	equity	NOUN
cblr-1724	353	113	crowdfunding	crowdfunde	VERB
cblr-1724	353	114	offerings.192	offerings.192	NOUN
cblr-1724	353	115	these	these	DET
cblr-1724	353	116	requirements	requirement	NOUN
cblr-1724	353	117	include	include	VERB
cblr-1724	353	118	registering	register	VERB
cblr-1724	353	119	with	with	ADP
cblr-1724	353	120	the	the	DET
cblr-1724	353	121	sec	sec	PROPN
cblr-1724	353	122	,	,	PUNCT
cblr-1724	353	123	providing	provide	VERB
cblr-1724	353	124	186	186	NUM
cblr-1724	353	125	stuart	stuart	PROPN
cblr-1724	353	126	evan	evan	PROPN
cblr-1724	353	127	smith	smith	PROPN
cblr-1724	353	128	,	,	PUNCT
cblr-1724	353	129	the	the	DET
cblr-1724	353	130	securities	securities	PROPN
cblr-1724	353	131	and	and	CCONJ
cblr-1724	353	132	exchange	exchange	PROPN
cblr-1724	353	133	commission	commission	PROPN
cblr-1724	353	134	’s	’s	PART
cblr-1724	353	135	proposed	propose	VERB
cblr-1724	353	136	regulations	regulation	NOUN
cblr-1724	353	137	under	under	ADP
cblr-1724	353	138	the	the	DET
cblr-1724	353	139	crowdfund	crowdfund	PROPN
cblr-1724	353	140	act	act	PROPN
cblr-1724	353	141	strike	strike	VERB
cblr-1724	353	142	a	a	DET
cblr-1724	353	143	necessary	necessary	ADJ
cblr-1724	353	144	balance	balance	NOUN
cblr-1724	353	145	between	between	ADP
cblr-1724	353	146	the	the	DET
cblr-1724	353	147	burden	burden	NOUN
cblr-1724	353	148	of	of	ADP
cblr-1724	353	149	disclosure	disclosure	NOUN
cblr-1724	353	150	placed	place	VERB
cblr-1724	353	151	on	on	ADP
cblr-1724	353	152	issuers	issuer	NOUN
cblr-1724	353	153	of	of	ADP
cblr-1724	353	154	securities	security	NOUN
cblr-1724	353	155	and	and	CCONJ
cblr-1724	353	156	meaningful	meaningful	ADJ
cblr-1724	353	157	protection	protection	NOUN
cblr-1724	353	158	for	for	ADP
cblr-1724	353	159	unsophisticated	unsophisticated	ADJ
cblr-1724	353	160	investors	investor	NOUN
cblr-1724	353	161	,	,	PUNCT
cblr-1724	353	162	44	44	NUM
cblr-1724	353	163	u.	u.	NOUN
cblr-1724	353	164	balt	balt	PROPN
cblr-1724	353	165	.	.	PUNCT
cblr-1724	354	1	l.	l.	PROPN
cblr-1724	354	2	rev	rev	PROPN
cblr-1724	354	3	.	.	PROPN
cblr-1724	354	4	127	127	NUM
cblr-1724	354	5	,	,	PUNCT
cblr-1724	354	6	127	127	NUM
cblr-1724	354	7	(	(	PUNCT
cblr-1724	354	8	2014	2014	NUM
cblr-1724	354	9	)	)	PUNCT
cblr-1724	354	10	.	.	PUNCT
cblr-1724	355	1	187	187	NUM
cblr-1724	355	2	capital	capital	NOUN
cblr-1724	355	3	raising	raise	VERB
cblr-1724	355	4	online	online	ADV
cblr-1724	355	5	while	while	SCONJ
cblr-1724	355	6	deterring	deter	VERB
cblr-1724	355	7	fraud	fraud	NOUN
cblr-1724	355	8	and	and	CCONJ
cblr-1724	355	9	unethical	unethical	ADJ
cblr-1724	355	10	nondisclosure	nondisclosure	NOUN
cblr-1724	355	11	act	act	NOUN
cblr-1724	355	12	of	of	ADP
cblr-1724	355	13	2012	2012	NUM
cblr-1724	355	14	,	,	PUNCT
cblr-1724	355	15	15	15	NUM
cblr-1724	355	16	u.s.c	u.s.c	NOUN
cblr-1724	355	17	.	.	PUNCT
cblr-1724	356	1	§	§	PROPN
cblr-1724	356	2	302(a	302(a	PROPN
cblr-1724	356	3	)	)	PUNCT
cblr-1724	356	4	(	(	PUNCT
cblr-1724	356	5	2012	2012	NUM
cblr-1724	356	6	)	)	PUNCT
cblr-1724	356	7	.	.	PUNCT
cblr-1724	357	1	188	188	NUM
cblr-1724	357	2	i	i	PRON
cblr-1724	357	3	d.	d.	PROPN
cblr-1724	357	4	at	at	ADP
cblr-1724	357	5	§	§	PROPN
cblr-1724	357	6	302(b	302(b	PROPN
cblr-1724	357	7	)	)	PUNCT
cblr-1724	357	8	.	.	PUNCT
cblr-1724	358	1	189	189	NUM
cblr-1724	359	1	i	i	PRON
cblr-1724	359	2	d.	d.	PROPN
cblr-1724	359	3	190	190	NUM
cblr-1724	360	1	i	i	PROPN
cblr-1724	360	2	d.	d.	PROPN
cblr-1724	360	3	191	191	NUM
cblr-1724	361	1	i	i	PRON
cblr-1724	361	2	d.	d.	PROPN
cblr-1724	361	3	at	at	ADP
cblr-1724	361	4	§	§	PROPN
cblr-1724	361	5	302(a	302(a	PROPN
cblr-1724	361	6	)	)	PUNCT
cblr-1724	361	7	.	.	PUNCT
cblr-1724	362	1	192	192	NUM
cblr-1724	363	1	i	i	PRON
cblr-1724	363	2	d.	d.	PROPN
cblr-1724	363	3	at	at	ADP
cblr-1724	363	4	§	§	PROPN
cblr-1724	363	5	304	304	NUM
cblr-1724	363	6	.	.	PUNCT
cblr-1724	364	1	brandt	brandt	PROPN
cblr-1724	364	2	–	–	PUNCT
cblr-1724	364	3	final	final	ADJ
cblr-1724	364	4	840	840	NUM
cblr-1724	364	5	columbia	columbia	PROPN
cblr-1724	364	6	business	business	NOUN
cblr-1724	364	7	law	law	PROPN
cblr-1724	364	8	review	review	NOUN
cblr-1724	364	9	[	[	X
cblr-1724	364	10	vol	vol	NOUN
cblr-1724	364	11	.	.	NOUN
cblr-1724	364	12	2017	2017	NUM
cblr-1724	364	13	potential	potential	ADJ
cblr-1724	364	14	investors	investor	NOUN
cblr-1724	364	15	with	with	ADP
cblr-1724	364	16	the	the	DET
cblr-1724	364	17	required	require	VERB
cblr-1724	364	18	disclosures	disclosure	NOUN
cblr-1724	364	19	from	from	ADP
cblr-1724	364	20	the	the	DET
cblr-1724	364	21	issuers	issuer	NOUN
cblr-1724	364	22	,	,	PUNCT
cblr-1724	364	23	monitoring	monitoring	NOUN
cblr-1724	364	24	requirements	requirement	NOUN
cblr-1724	364	25	,	,	PUNCT
cblr-1724	364	26	and	and	CCONJ
cblr-1724	364	27	prohibiting	prohibit	VERB
cblr-1724	364	28	issuers	issuer	NOUN
cblr-1724	364	29	from	from	ADP
cblr-1724	364	30	collecting	collect	VERB
cblr-1724	364	31	any	any	DET
cblr-1724	364	32	funds	fund	NOUN
cblr-1724	364	33	unless	unless	SCONJ
cblr-1724	364	34	their	their	PRON
cblr-1724	364	35	target	target	NOUN
cblr-1724	364	36	offering	offering	NOUN
cblr-1724	364	37	amount	amount	NOUN
cblr-1724	364	38	is	be	AUX
cblr-1724	364	39	met.193	met.193	NOUN
cblr-1724	364	40	this	this	DET
cblr-1724	364	41	last	last	ADJ
cblr-1724	364	42	requirement	requirement	NOUN
cblr-1724	364	43	codifies	codify	VERB
cblr-1724	364	44	one	one	NUM
cblr-1724	364	45	of	of	ADP
cblr-1724	364	46	kickstarter	kickstarter	NOUN
cblr-1724	364	47	’s	’s	PART
cblr-1724	364	48	rules	rule	NOUN
cblr-1724	364	49	,	,	PUNCT
cblr-1724	364	50	which	which	PRON
cblr-1724	364	51	forces	force	VERB
cblr-1724	364	52	issuers	issuer	NOUN
cblr-1724	364	53	to	to	PART
cblr-1724	364	54	engage	engage	VERB
cblr-1724	364	55	in	in	ADP
cblr-1724	364	56	an	an	DET
cblr-1724	364	57	all	all	ADV
cblr-1724	364	58	-	-	PUNCT
cblr-1724	364	59	or	or	CCONJ
cblr-1724	364	60	-	-	PUNCT
cblr-1724	364	61	nothing	nothing	PRON
cblr-1724	364	62	scenario	scenario	NOUN
cblr-1724	364	63	in	in	ADP
cblr-1724	364	64	which	which	PRON
cblr-1724	364	65	issuers	issuer	NOUN
cblr-1724	364	66	receive	receive	VERB
cblr-1724	364	67	no	no	DET
cblr-1724	364	68	money	money	NOUN
cblr-1724	364	69	unless	unless	SCONJ
cblr-1724	364	70	they	they	PRON
cblr-1724	364	71	are	be	AUX
cblr-1724	364	72	able	able	ADJ
cblr-1724	364	73	to	to	PART
cblr-1724	364	74	raise	raise	VERB
cblr-1724	364	75	a	a	DET
cblr-1724	364	76	pre	pre	ADJ
cblr-1724	364	77	-	-	ADJ
cblr-1724	364	78	determined	determined	ADJ
cblr-1724	364	79	goal	goal	NOUN
cblr-1724	364	80	amount.194	amount.194	INTJ
cblr-1724	364	81	overall	overall	ADJ
cblr-1724	364	82	,	,	PUNCT
cblr-1724	364	83	the	the	DET
cblr-1724	364	84	crowdfund	crowdfund	NOUN
cblr-1724	364	85	act	act	NOUN
cblr-1724	364	86	reduced	reduce	VERB
cblr-1724	364	87	regulatory	regulatory	ADJ
cblr-1724	364	88	requirements	requirement	NOUN
cblr-1724	364	89	for	for	ADP
cblr-1724	364	90	both	both	DET
cblr-1724	364	91	investors	investor	NOUN
cblr-1724	364	92	and	and	CCONJ
cblr-1724	364	93	entrepreneurs.195	entrepreneurs.195	PRON
cblr-1724	364	94	this	this	PRON
cblr-1724	364	95	diversified	diversify	VERB
cblr-1724	364	96	the	the	DET
cblr-1724	364	97	potential	potential	ADJ
cblr-1724	364	98	pool	pool	NOUN
cblr-1724	364	99	of	of	ADP
cblr-1724	364	100	investors	investor	NOUN
cblr-1724	364	101	that	that	SCONJ
cblr-1724	364	102	small	small	ADJ
cblr-1724	364	103	growth	growth	NOUN
cblr-1724	364	104	companies	company	NOUN
cblr-1724	364	105	can	can	AUX
cblr-1724	364	106	access	access	VERB
cblr-1724	364	107	and	and	CCONJ
cblr-1724	364	108	slightly	slightly	ADV
cblr-1724	364	109	reduced	reduce	VERB
cblr-1724	364	110	the	the	DET
cblr-1724	364	111	costs	cost	NOUN
cblr-1724	364	112	to	to	ADP
cblr-1724	364	113	small	small	ADJ
cblr-1724	364	114	companies	company	NOUN
cblr-1724	364	115	of	of	ADP
cblr-1724	364	116	raising	raise	VERB
cblr-1724	364	117	a	a	DET
cblr-1724	364	118	round	round	NOUN
cblr-1724	364	119	of	of	ADP
cblr-1724	364	120	financing.196	financing.196	NOUN
cblr-1724	364	121	though	though	SCONJ
cblr-1724	364	122	critics	critic	NOUN
cblr-1724	364	123	on	on	ADP
cblr-1724	364	124	both	both	DET
cblr-1724	364	125	sides	side	NOUN
cblr-1724	364	126	condemn	condemn	VERB
cblr-1724	364	127	the	the	DET
cblr-1724	364	128	legislation	legislation	NOUN
cblr-1724	364	129	as	as	ADP
cblr-1724	364	130	still	still	ADV
cblr-1724	364	131	overly	overly	ADV
cblr-1724	364	132	restrictive	restrictive	ADJ
cblr-1724	364	133	and	and	CCONJ
cblr-1724	364	134	expensive	expensive	ADJ
cblr-1724	364	135	for	for	ADP
cblr-1724	364	136	small	small	ADJ
cblr-1724	364	137	companies	company	NOUN
cblr-1724	364	138	on	on	ADP
cblr-1724	364	139	the	the	DET
cblr-1724	364	140	one	one	NUM
cblr-1724	364	141	hand	hand	NOUN
cblr-1724	364	142	,	,	PUNCT
cblr-1724	364	143	and	and	CCONJ
cblr-1724	364	144	as	as	ADP
cblr-1724	364	145	ineffective	ineffective	ADJ
cblr-1724	364	146	in	in	ADP
cblr-1724	364	147	preventing	prevent	VERB
cblr-1724	364	148	fraud	fraud	NOUN
cblr-1724	364	149	on	on	ADP
cblr-1724	364	150	the	the	DET
cblr-1724	364	151	other	other	ADJ
cblr-1724	364	152	,	,	PUNCT
cblr-1724	364	153	the	the	DET
cblr-1724	364	154	crowdfund	crowdfund	ADJ
cblr-1724	364	155	act	act	NOUN
cblr-1724	364	156	did	do	AUX
cblr-1724	364	157	at	at	ADV
cblr-1724	364	158	least	least	ADJ
cblr-1724	364	159	open	open	VERB
cblr-1724	364	160	the	the	DET
cblr-1724	364	161	possibility	possibility	NOUN
cblr-1724	364	162	of	of	ADP
cblr-1724	364	163	using	use	VERB
cblr-1724	364	164	equity	equity	NOUN
cblr-1724	364	165	crowdfunding	crowdfunding	NOUN
cblr-1724	364	166	to	to	ADP
cblr-1724	364	167	small	small	ADJ
cblr-1724	364	168	businesses	business	NOUN
cblr-1724	364	169	across	across	ADP
cblr-1724	364	170	the	the	DET
cblr-1724	364	171	country	country	NOUN
cblr-1724	364	172	,	,	PUNCT
cblr-1724	364	173	and	and	CCONJ
cblr-1724	364	174	it	it	PRON
cblr-1724	364	175	allowed	allow	VERB
cblr-1724	364	176	for	for	ADP
cblr-1724	364	177	contributions	contribution	NOUN
cblr-1724	364	178	from	from	ADP
cblr-1724	364	179	the	the	DET
cblr-1724	364	180	public	public	ADJ
cblr-1724	364	181	other	other	ADJ
cblr-1724	364	182	than	than	ADP
cblr-1724	364	183	the	the	DET
cblr-1724	364	184	wealthy	wealthy	ADJ
cblr-1724	364	185	elite	elite	NOUN
cblr-1724	364	186	defined	define	VERB
cblr-1724	364	187	as	as	ADP
cblr-1724	364	188	“	"	PUNCT
cblr-1724	364	189	accredited	accredited	ADJ
cblr-1724	364	190	investors	investor	NOUN
cblr-1724	364	191	.	.	PUNCT
cblr-1724	365	1	”197	”197	VERB
cblr-1724	365	2	193	193	NUM
cblr-1724	365	3	bradford	bradford	NOUN
cblr-1724	365	4	,	,	PUNCT
cblr-1724	366	1	supra	supra	PROPN
cblr-1724	366	2	note	note	PROPN
cblr-1724	366	3	110	110	NUM
cblr-1724	366	4	,	,	PUNCT
cblr-1724	366	5	at	at	ADP
cblr-1724	366	6	95	95	NUM
cblr-1724	366	7	,	,	PUNCT
cblr-1724	366	8	98	98	NUM
cblr-1724	366	9	.	.	X
cblr-1724	366	10	194	194	NUM
cblr-1724	367	1	i	i	PRON
cblr-1724	367	2	d.	d.	PROPN
cblr-1724	367	3	at	at	ADP
cblr-1724	367	4	19	19	NUM
cblr-1724	367	5	.	.	NOUN
cblr-1724	367	6	195	195	NUM
cblr-1724	367	7	jeremy	jeremy	NOUN
cblr-1724	367	8	derman	derman	NOUN
cblr-1724	367	9	,	,	PUNCT
cblr-1724	367	10	does	do	AUX
cblr-1724	367	11	the	the	DET
cblr-1724	367	12	sec	sec	PROPN
cblr-1724	367	13	rule	rule	VERB
cblr-1724	367	14	the	the	DET
cblr-1724	367	15	job	job	NOUN
cblr-1724	367	16	creation	creation	NOUN
cblr-1724	367	17	roost	roost	NOUN
cblr-1724	367	18	?	?	PUNCT
cblr-1724	368	1	squaring	square	VERB
cblr-1724	368	2	the	the	DET
cblr-1724	368	3	sec	sec	PROPN
cblr-1724	368	4	rulemaking	rulemaking	NOUN
cblr-1724	368	5	with	with	ADP
cblr-1724	368	6	the	the	DET
cblr-1724	368	7	jobs	job	NOUN
cblr-1724	368	8	act	act	PROPN
cblr-1724	368	9	’s	’s	PART
cblr-1724	368	10	relaxation	relaxation	NOUN
cblr-1724	368	11	of	of	ADP
cblr-1724	368	12	the	the	DET
cblr-1724	368	13	prohibition	prohibition	NOUN
cblr-1724	368	14	against	against	ADP
cblr-1724	368	15	general	general	ADJ
cblr-1724	368	16	solicitation	solicitation	NOUN
cblr-1724	368	17	and	and	CCONJ
cblr-1724	368	18	advertising	advertising	NOUN
cblr-1724	368	19	,	,	PUNCT
cblr-1724	368	20	47	47	NUM
cblr-1724	368	21	suffolk	suffolk	PROPN
cblr-1724	368	22	u.	u.	PROPN
cblr-1724	368	23	l.	l.	PROPN
cblr-1724	368	24	rev	rev	PROPN
cblr-1724	368	25	.	.	PROPN
cblr-1724	368	26	139	139	NUM
cblr-1724	368	27	,	,	PUNCT
cblr-1724	368	28	154	154	NUM
cblr-1724	368	29	(	(	PUNCT
cblr-1724	368	30	2014	2014	NUM
cblr-1724	368	31	)	)	PUNCT
cblr-1724	368	32	.	.	PUNCT
cblr-1724	369	1	196	196	NUM
cblr-1724	369	2	hurt	hurt	NOUN
cblr-1724	369	3	,	,	PUNCT
cblr-1724	369	4	supra	supra	PROPN
cblr-1724	369	5	note	note	NOUN
cblr-1724	369	6	185	185	NUM
cblr-1724	369	7	,	,	PUNCT
cblr-1724	369	8	at	at	ADP
cblr-1724	369	9	261	261	NUM
cblr-1724	369	10	.	.	PUNCT
cblr-1724	370	1	andrew	andrew	PROPN
cblr-1724	370	2	a.	a.	PROPN
cblr-1724	370	3	schwartz	schwartz	PROPN
cblr-1724	370	4	,	,	PUNCT
cblr-1724	370	5	crowdfunding	crowdfunde	VERB
cblr-1724	370	6	securities	security	NOUN
cblr-1724	370	7	,	,	PUNCT
cblr-1724	370	8	88	88	NUM
cblr-1724	370	9	notre	notre	PROPN
cblr-1724	370	10	dame	dame	PROPN
cblr-1724	370	11	l.	l.	PROPN
cblr-1724	370	12	rev	rev	PROPN
cblr-1724	370	13	.	.	PROPN
cblr-1724	370	14	1457	1457	NUM
cblr-1724	370	15	,	,	PUNCT
cblr-1724	370	16	1467	1467	NUM
cblr-1724	370	17	(	(	PUNCT
cblr-1724	370	18	2013	2013	NUM
cblr-1724	370	19	)	)	PUNCT
cblr-1724	370	20	.	.	PUNCT
cblr-1724	371	1	197	197	NUM
cblr-1724	372	1	for	for	ADP
cblr-1724	372	2	criticism	criticism	NOUN
cblr-1724	372	3	of	of	ADP
cblr-1724	372	4	the	the	DET
cblr-1724	372	5	crowdfund	crowdfund	PROPN
cblr-1724	372	6	act	act	PROPN
cblr-1724	372	7	,	,	PUNCT
cblr-1724	372	8	see	see	VERB
cblr-1724	372	9	patrick	patrick	PROPN
cblr-1724	372	10	archambault	archambault	PROPN
cblr-1724	372	11	,	,	PUNCT
cblr-1724	372	12	how	how	SCONJ
cblr-1724	372	13	the	the	DET
cblr-1724	372	14	sec	sec	PROPN
cblr-1724	372	15	’s	’s	PART
cblr-1724	372	16	crowdfunding	crowdfunding	NOUN
cblr-1724	372	17	rules	rule	NOUN
cblr-1724	372	18	for	for	ADP
cblr-1724	372	19	funding	funding	NOUN
cblr-1724	372	20	portals	portal	NOUN
cblr-1724	372	21	save	save	VERB
cblr-1724	372	22	the	the	DET
cblr-1724	372	23	twoheaded	twoheaded	ADJ
cblr-1724	372	24	snake	snake	NOUN
cblr-1724	372	25	:	:	PUNCT
cblr-1724	372	26	drawing	draw	VERB
cblr-1724	372	27	the	the	DET
cblr-1724	372	28	proper	proper	ADJ
cblr-1724	372	29	balance	balance	NOUN
cblr-1724	372	30	between	between	ADP
cblr-1724	372	31	integrity	integrity	NOUN
cblr-1724	372	32	and	and	CCONJ
cblr-1724	372	33	cost	cost	NOUN
cblr-1724	372	34	,	,	PUNCT
cblr-1724	372	35	49	49	NUM
cblr-1724	372	36	suffolk	suffolk	PROPN
cblr-1724	372	37	u.	u.	PROPN
cblr-1724	372	38	l.	l.	PROPN
cblr-1724	372	39	rev	rev	PROPN
cblr-1724	372	40	.	.	PROPN
cblr-1724	372	41	61	61	NUM
cblr-1724	372	42	,	,	PUNCT
cblr-1724	372	43	67–68	67–68	NUM
cblr-1724	372	44	(	(	PUNCT
cblr-1724	372	45	2016	2016	NUM
cblr-1724	372	46	)	)	PUNCT
cblr-1724	372	47	;	;	PUNCT
cblr-1724	372	48	benjamin	benjamin	PROPN
cblr-1724	372	49	p.	p.	PROPN
cblr-1724	372	50	seigel	seigel	NOUN
cblr-1724	372	51	,	,	PUNCT
cblr-1724	372	52	title	title	NOUN
cblr-1724	372	53	iii	iii	NUM
cblr-1724	372	54	of	of	ADP
cblr-1724	372	55	the	the	DET
cblr-1724	372	56	jobs	job	NOUN
cblr-1724	372	57	act	act	PROPN
cblr-1724	372	58	:	:	PUNCT
cblr-1724	372	59	using	use	VERB
cblr-1724	372	60	unsophisticated	unsophisticated	ADJ
cblr-1724	372	61	wealth	wealth	NOUN
cblr-1724	372	62	to	to	PART
cblr-1724	372	63	crowdfund	crowdfund	VERB
cblr-1724	372	64	small	small	ADJ
cblr-1724	372	65	business	business	NOUN
cblr-1724	372	66	capital	capital	NOUN
cblr-1724	372	67	of	of	ADP
cblr-1724	372	68	fraudsters	fraudster	NOUN
cblr-1724	372	69	’	’	PART
cblr-1724	372	70	bank	bank	NOUN
cblr-1724	372	71	accounts	account	NOUN
cblr-1724	372	72	?	?	PUNCT
cblr-1724	372	73	,	,	PUNCT
cblr-1724	372	74	41	41	NUM
cblr-1724	372	75	hofstra	hofstra	PROPN
cblr-1724	372	76	l.	l.	PROPN
cblr-1724	372	77	rev	rev	PROPN
cblr-1724	372	78	.	.	PROPN
cblr-1724	372	79	777	777	NUM
cblr-1724	372	80	,	,	PUNCT
cblr-1724	372	81	780	780	NUM
cblr-1724	372	82	(	(	PUNCT
cblr-1724	372	83	2013	2013	NUM
cblr-1724	372	84	)	)	PUNCT
cblr-1724	372	85	;	;	PUNCT
cblr-1724	372	86	mashburn	mashburn	NOUN
cblr-1724	372	87	,	,	PUNCT
cblr-1724	372	88	supra	supra	PROPN
cblr-1724	372	89	note	note	PROPN
cblr-1724	372	90	113	113	NUM
cblr-1724	372	91	,	,	PUNCT
cblr-1724	372	92	at	at	ADP
cblr-1724	372	93	132–33	132–33	NUM
cblr-1724	372	94	.	.	PUNCT
cblr-1724	373	1	for	for	ADP
cblr-1724	373	2	praise	praise	NOUN
cblr-1724	373	3	of	of	ADP
cblr-1724	373	4	the	the	DET
cblr-1724	373	5	crowdfund	crowdfund	PROPN
cblr-1724	373	6	act	act	PROPN
cblr-1724	373	7	,	,	PUNCT
cblr-1724	373	8	or	or	CCONJ
cblr-1724	373	9	at	at	ADP
cblr-1724	373	10	least	least	ADJ
cblr-1724	373	11	the	the	DET
cblr-1724	373	12	theories	theory	NOUN
cblr-1724	373	13	behind	behind	ADP
cblr-1724	373	14	it	it	PRON
cblr-1724	373	15	,	,	PUNCT
cblr-1724	373	16	see	see	VERB
cblr-1724	373	17	wroldsen	wroldsen	NOUN
cblr-1724	373	18	,	,	PUNCT
cblr-1724	373	19	supra	supra	PROPN
cblr-1724	373	20	note	note	NOUN
cblr-1724	373	21	111	111	NUM
cblr-1724	373	22	,	,	PUNCT
cblr-1724	373	23	at	at	ADP
cblr-1724	373	24	357–58	357–58	NUM
cblr-1724	373	25	;	;	PUNCT
cblr-1724	373	26	smith	smith	PROPN
cblr-1724	373	27	,	,	PUNCT
cblr-1724	373	28	supra	supra	PROPN
cblr-1724	373	29	note	note	NOUN
cblr-1724	373	30	186	186	NUM
cblr-1724	373	31	,	,	PUNCT
cblr-1724	373	32	at	at	ADP
cblr-1724	373	33	132	132	NUM
cblr-1724	373	34	.	.	PUNCT
cblr-1724	374	1	brandt	brandt	PROPN
cblr-1724	374	2	–	–	PUNCT
cblr-1724	374	3	final	final	ADJ
cblr-1724	374	4	no	no	NOUN
cblr-1724	374	5	.	.	NOUN
cblr-1724	374	6	2:807	2:807	NUM
cblr-1724	374	7	]	]	PUNCT
cblr-1724	374	8	women	woman	NOUN
cblr-1724	374	9	-	-	PUNCT
cblr-1724	374	10	owned	own	VERB
cblr-1724	374	11	businesses	business	NOUN
cblr-1724	374	12	’	'	PUNCT
cblr-1724	374	13	access	access	NOUN
cblr-1724	374	14	to	to	ADP
cblr-1724	374	15	capital	capital	NOUN
cblr-1724	374	16	841	841	NUM
cblr-1724	374	17	iii	iii	NOUN
cblr-1724	374	18	.	.	PUNCT
cblr-1724	375	1	first	first	ADJ
cblr-1724	375	2	months	month	NOUN
cblr-1724	375	3	of	of	ADP
cblr-1724	375	4	the	the	DET
cblr-1724	375	5	crowdfund	crowdfund	PROPN
cblr-1724	375	6	act	act	PROPN
cblr-1724	375	7	equity	equity	NOUN
cblr-1724	375	8	crowdfunding	crowdfunding	NOUN
cblr-1724	375	9	officially	officially	ADV
cblr-1724	375	10	became	become	VERB
cblr-1724	375	11	legal	legal	ADJ
cblr-1724	375	12	on	on	ADP
cblr-1724	375	13	may	may	PROPN
cblr-1724	375	14	16	16	NUM
cblr-1724	375	15	,	,	PUNCT
cblr-1724	375	16	2016.198	2016.198	PROPN
cblr-1724	375	17	this	this	DET
cblr-1724	375	18	section	section	NOUN
cblr-1724	375	19	will	will	AUX
cblr-1724	375	20	discuss	discuss	VERB
cblr-1724	375	21	popular	popular	ADJ
cblr-1724	375	22	commentators	commentator	NOUN
cblr-1724	375	23	’	'	PUNCT
cblr-1724	375	24	reviews	review	NOUN
cblr-1724	375	25	of	of	ADP
cblr-1724	375	26	the	the	DET
cblr-1724	375	27	first	first	ADJ
cblr-1724	375	28	few	few	ADJ
cblr-1724	375	29	instances	instance	NOUN
cblr-1724	375	30	of	of	ADP
cblr-1724	375	31	regulation	regulation	NOUN
cblr-1724	375	32	crowdfunding	crowdfunde	VERB
cblr-1724	375	33	before	before	ADP
cblr-1724	375	34	turning	turn	VERB
cblr-1724	375	35	to	to	ADP
cblr-1724	375	36	the	the	DET
cblr-1724	375	37	author	author	NOUN
cblr-1724	375	38	’s	’s	PART
cblr-1724	375	39	own	own	ADJ
cblr-1724	375	40	dataset	dataset	NOUN
cblr-1724	375	41	of	of	ADP
cblr-1724	375	42	companies	company	NOUN
cblr-1724	375	43	that	that	PRON
cblr-1724	375	44	filed	file	VERB
cblr-1724	375	45	to	to	PART
cblr-1724	375	46	issue	issue	VERB
cblr-1724	375	47	securities	security	NOUN
cblr-1724	375	48	through	through	ADP
cblr-1724	375	49	regulation	regulation	NOUN
cblr-1724	375	50	crowdfunding	crowdfunde	VERB
cblr-1724	375	51	between	between	ADP
cblr-1724	375	52	may	may	PROPN
cblr-1724	375	53	2016	2016	NUM
cblr-1724	375	54	and	and	CCONJ
cblr-1724	375	55	january	january	PROPN
cblr-1724	375	56	2017	2017	NUM
cblr-1724	375	57	.	.	PUNCT
cblr-1724	376	1	this	this	DET
cblr-1724	376	2	section	section	NOUN
cblr-1724	376	3	additionally	additionally	ADV
cblr-1724	376	4	compares	compare	VERB
cblr-1724	376	5	the	the	DET
cblr-1724	376	6	instances	instance	NOUN
cblr-1724	376	7	of	of	ADP
cblr-1724	376	8	wobs	wob	NOUN
cblr-1724	376	9	seeking	seek	VERB
cblr-1724	376	10	funding	fund	VERB
cblr-1724	376	11	through	through	ADP
cblr-1724	376	12	equity	equity	NOUN
cblr-1724	376	13	crowdfunding	crowdfunding	NOUN
cblr-1724	376	14	to	to	ADP
cblr-1724	376	15	the	the	DET
cblr-1724	376	16	estimated	estimate	VERB
cblr-1724	376	17	percentages	percentage	NOUN
cblr-1724	376	18	of	of	ADP
cblr-1724	376	19	wobs	wob	NOUN
cblr-1724	376	20	receiving	receive	VERB
cblr-1724	376	21	financing	financing	NOUN
cblr-1724	376	22	through	through	ADP
cblr-1724	376	23	venture	venture	NOUN
cblr-1724	376	24	capital	capital	NOUN
cblr-1724	376	25	and	and	CCONJ
cblr-1724	376	26	angel	angel	NOUN
cblr-1724	376	27	investments	investment	NOUN
cblr-1724	376	28	discussed	discuss	VERB
cblr-1724	376	29	in	in	ADP
cblr-1724	376	30	section	section	PROPN
cblr-1724	376	31	ii	ii	PROPN
cblr-1724	376	32	.	.	PUNCT
cblr-1724	377	1	a.	a.	PROPN
cblr-1724	377	2	early	early	ADJ
cblr-1724	377	3	media	medium	NOUN
cblr-1724	377	4	attention	attention	NOUN
cblr-1724	377	5	on	on	ADP
cblr-1724	377	6	the	the	DET
cblr-1724	377	7	results	result	NOUN
cblr-1724	377	8	of	of	ADP
cblr-1724	377	9	regulation	regulation	NOUN
cblr-1724	377	10	crowdfunding	crowdfunde	VERB
cblr-1724	377	11	in	in	ADP
cblr-1724	377	12	september	september	PROPN
cblr-1724	377	13	2016	2016	NUM
cblr-1724	377	14	,	,	PUNCT
cblr-1724	377	15	venture	venture	NOUN
cblr-1724	377	16	beat	beat	NOUN
cblr-1724	377	17	,	,	PUNCT
cblr-1724	377	18	a	a	DET
cblr-1724	377	19	popular	popular	ADJ
cblr-1724	377	20	blog	blog	NOUN
cblr-1724	377	21	devoted	devote	VERB
cblr-1724	377	22	to	to	PART
cblr-1724	377	23	venture	venture	VERB
cblr-1724	377	24	capital	capital	NOUN
cblr-1724	377	25	news	news	NOUN
cblr-1724	377	26	,	,	PUNCT
cblr-1724	377	27	reported	report	VERB
cblr-1724	377	28	on	on	ADP
cblr-1724	377	29	the	the	DET
cblr-1724	377	30	first	first	ADJ
cblr-1724	377	31	quarter	quarter	NOUN
cblr-1724	377	32	of	of	ADP
cblr-1724	377	33	regulation	regulation	NOUN
cblr-1724	377	34	crowdfunding.199according	crowdfunding.199accorde	VERB
cblr-1724	377	35	to	to	ADP
cblr-1724	377	36	that	that	DET
cblr-1724	377	37	article	article	NOUN
cblr-1724	377	38	,	,	PUNCT
cblr-1724	377	39	eleven	eleven	NUM
cblr-1724	377	40	companies	company	NOUN
cblr-1724	377	41	closed	close	VERB
cblr-1724	377	42	offerings	offering	NOUN
cblr-1724	377	43	in	in	ADP
cblr-1724	377	44	the	the	DET
cblr-1724	377	45	first	first	ADJ
cblr-1724	377	46	quarter	quarter	NOUN
cblr-1724	377	47	of	of	ADP
cblr-1724	377	48	available	available	ADJ
cblr-1724	377	49	equity	equity	NOUN
cblr-1724	377	50	crowdfunding	crowdfunding	NOUN
cblr-1724	377	51	under	under	ADP
cblr-1724	377	52	the	the	DET
cblr-1724	377	53	crowdfund	crowdfund	ADJ
cblr-1724	377	54	act.200	act.200	NOUN
cblr-1724	377	55	of	of	ADP
cblr-1724	377	56	those	those	DET
cblr-1724	377	57	eleven	eleven	NUM
cblr-1724	377	58	companies	company	NOUN
cblr-1724	377	59	,	,	PUNCT
cblr-1724	377	60	only	only	ADV
cblr-1724	377	61	five	five	NUM
cblr-1724	377	62	hit	hit	VERB
cblr-1724	377	63	their	their	PRON
cblr-1724	377	64	funding	funding	NOUN
cblr-1724	377	65	targets	target	NOUN
cblr-1724	377	66	and	and	CCONJ
cblr-1724	377	67	therefore	therefore	ADV
cblr-1724	377	68	received	receive	VERB
cblr-1724	377	69	the	the	DET
cblr-1724	377	70	collected	collect	VERB
cblr-1724	377	71	funds.201	funds.201	NOUN
cblr-1724	377	72	another	another	DET
cblr-1724	377	73	blog	blog	NOUN
cblr-1724	377	74	reported	report	VERB
cblr-1724	377	75	in	in	ADP
cblr-1724	377	76	late	late	ADJ
cblr-1724	377	77	august	august	PROPN
cblr-1724	377	78	2016	2016	NUM
cblr-1724	377	79	that	that	PRON
cblr-1724	377	80	the	the	DET
cblr-1724	377	81	sec	sec	PROPN
cblr-1724	377	82	received	receive	VERB
cblr-1724	377	83	eightytwo	eightytwo	NOUN
cblr-1724	377	84	filed	file	VERB
cblr-1724	377	85	campaigns	campaign	NOUN
cblr-1724	377	86	since	since	SCONJ
cblr-1724	377	87	the	the	DET
cblr-1724	377	88	opening	opening	NOUN
cblr-1724	377	89	on	on	ADP
cblr-1724	377	90	may	may	PROPN
cblr-1724	377	91	16	16	NUM
cblr-1724	377	92	of	of	ADP
cblr-1724	377	93	that	that	DET
cblr-1724	377	94	year.202	year.202	PROPN
cblr-1724	377	95	according	accord	VERB
cblr-1724	377	96	to	to	ADP
cblr-1724	377	97	that	that	DET
cblr-1724	377	98	article	article	NOUN
cblr-1724	377	99	,	,	PUNCT
cblr-1724	377	100	three	three	NUM
cblr-1724	377	101	companies	company	NOUN
cblr-1724	377	102	had	have	VERB
cblr-1724	377	103	198	198	NUM
cblr-1724	377	104	amy	amy	PROPN
cblr-1724	377	105	wan	wan	PROPN
cblr-1724	377	106	,	,	PUNCT
cblr-1724	377	107	title	title	NOUN
cblr-1724	377	108	iii	iii	NUM
cblr-1724	377	109	crowdfunding	crowdfunding	NOUN
cblr-1724	377	110	became	become	VERB
cblr-1724	377	111	legal	legal	ADJ
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cblr-1724	377	113	may	may	PROPN
cblr-1724	377	114	16	16	NUM
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cblr-1724	377	117	it	it	PRON
cblr-1724	377	118	does	do	VERB
cblr-1724	377	119	&	&	CCONJ
cblr-1724	377	120	what	what	PRON
cblr-1724	377	121	’s	’	VERB
cblr-1724	377	122	still	still	ADV
cblr-1724	377	123	lacking	lack	VERB
cblr-1724	377	124	,	,	PUNCT
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cblr-1724	377	126	(	(	PUNCT
cblr-1724	377	127	may	may	PROPN
cblr-1724	377	128	17	17	NUM
cblr-1724	377	129	,	,	PUNCT
cblr-1724	377	130	2016	2016	NUM
cblr-1724	377	131	,	,	PUNCT
cblr-1724	377	132	9:24	9:24	NUM
cblr-1724	377	133	am	am	NOUN
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cblr-1724	377	135	,	,	PUNCT
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cblr-1724	378	1	[	[	X
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cblr-1724	378	4	.	.	PUNCT
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cblr-1724	379	9	first	first	ADJ
cblr-1724	379	10	quarter	quarter	NOUN
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cblr-1724	379	16	us	we	PRON
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cblr-1724	379	28	pm	pm	NOUN
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cblr-1724	381	2	i	i	PROPN
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cblr-1724	382	1	i	i	PRON
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cblr-1724	382	8	1	1	NUM
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cblr-1724	382	10	regulation	regulation	NOUN
cblr-1724	382	11	crowdfunding	crowdfunding	NOUN
cblr-1724	382	12	results	result	NOUN
cblr-1724	382	13	,	,	PUNCT
cblr-1724	382	14	crowdfund	crowdfund	ADJ
cblr-1724	382	15	capital	capital	NOUN
cblr-1724	382	16	advisors	advisor	NOUN
cblr-1724	382	17	(	(	PUNCT
cblr-1724	382	18	aug	aug	PROPN
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cblr-1724	382	24	,	,	PUNCT
cblr-1724	382	25	http://crowdfundcapitaladvisors.com/crowdfund-insights-quarter-1regulation-crowdfunding-results/	http://crowdfundcapitaladvisors.com/crowdfund-insights-quarter-1regulation-crowdfunding-results/	VERB
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cblr-1724	383	4	.	.	PUNCT
cblr-1724	384	1	brandt	brandt	PROPN
cblr-1724	384	2	–	–	PUNCT
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cblr-1724	384	4	842	842	NUM
cblr-1724	384	5	columbia	columbia	PROPN
cblr-1724	384	6	business	business	NOUN
cblr-1724	384	7	law	law	PROPN
cblr-1724	384	8	review	review	NOUN
cblr-1724	384	9	[	[	X
cblr-1724	384	10	vol	vol	NOUN
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cblr-1724	384	14	surpassed	surpass	VERB
cblr-1724	384	15	the	the	DET
cblr-1724	384	16	$	$	SYM
cblr-1724	384	17	1	1	NUM
cblr-1724	384	18	million	million	NUM
cblr-1724	384	19	regulated	regulated	ADJ
cblr-1724	384	20	cap	cap	NOUN
cblr-1724	384	21	on	on	ADP
cblr-1724	384	22	capital	capital	NOUN
cblr-1724	384	23	and	and	CCONJ
cblr-1724	384	24	had	have	VERB
cblr-1724	384	25	to	to	PART
cblr-1724	384	26	return	return	VERB
cblr-1724	384	27	a	a	DET
cblr-1724	384	28	portion	portion	NOUN
cblr-1724	384	29	of	of	ADP
cblr-1724	384	30	the	the	DET
cblr-1724	384	31	pledged	pledge	VERB
cblr-1724	384	32	capital	capital	NOUN
cblr-1724	384	33	to	to	ADP
cblr-1724	384	34	investors	investor	NOUN
cblr-1724	384	35	in	in	ADP
cblr-1724	384	36	order	order	NOUN
cblr-1724	384	37	to	to	PART
cblr-1724	384	38	comply	comply	VERB
cblr-1724	384	39	with	with	ADP
cblr-1724	384	40	title	title	NOUN
cblr-1724	384	41	iii	iii	PROPN
cblr-1724	384	42	’s	’s	PART
cblr-1724	384	43	limits.203	limits.203	VERB
cblr-1724	384	44	many	many	ADJ
cblr-1724	384	45	commentators	commentator	NOUN
cblr-1724	384	46	considered	consider	VERB
cblr-1724	384	47	these	these	DET
cblr-1724	384	48	early	early	ADJ
cblr-1724	384	49	signs	sign	NOUN
cblr-1724	384	50	for	for	ADP
cblr-1724	384	51	equity	equity	NOUN
cblr-1724	384	52	crowdfunding	crowdfunding	NOUN
cblr-1724	384	53	as	as	ADP
cblr-1724	384	54	generally	generally	ADV
cblr-1724	384	55	positive	positive	ADJ
cblr-1724	384	56	overall.204	overall.204	NOUN
cblr-1724	384	57	the	the	DET
cblr-1724	384	58	current	current	ADJ
cblr-1724	384	59	sample	sample	NOUN
cblr-1724	384	60	is	be	AUX
cblr-1724	384	61	still	still	ADV
cblr-1724	384	62	too	too	ADV
cblr-1724	384	63	limited	limited	ADJ
cblr-1724	384	64	to	to	PART
cblr-1724	384	65	make	make	VERB
cblr-1724	384	66	conclusive	conclusive	ADJ
cblr-1724	384	67	predictions	prediction	NOUN
cblr-1724	384	68	about	about	ADP
cblr-1724	384	69	the	the	DET
cblr-1724	384	70	types	type	NOUN
cblr-1724	384	71	of	of	ADP
cblr-1724	384	72	companies	company	NOUN
cblr-1724	384	73	that	that	PRON
cblr-1724	384	74	will	will	AUX
cblr-1724	384	75	avail	avail	VERB
cblr-1724	384	76	themselves	themselves	PRON
cblr-1724	384	77	of	of	ADP
cblr-1724	384	78	equity	equity	NOUN
cblr-1724	384	79	crowdfunding	crowdfunding	NOUN
cblr-1724	384	80	or	or	CCONJ
cblr-1724	384	81	which	which	PRON
cblr-1724	384	82	companies	company	NOUN
cblr-1724	384	83	are	be	AUX
cblr-1724	384	84	likely	likely	ADJ
cblr-1724	384	85	to	to	PART
cblr-1724	384	86	find	find	VERB
cblr-1724	384	87	the	the	DET
cblr-1724	384	88	greatest	great	ADJ
cblr-1724	384	89	success	success	NOUN
cblr-1724	384	90	under	under	ADP
cblr-1724	384	91	title	title	NOUN
cblr-1724	384	92	iii	iii	PROPN
cblr-1724	384	93	’s	’s	PART
cblr-1724	384	94	new	new	ADJ
cblr-1724	384	95	model	model	NOUN
cblr-1724	384	96	of	of	ADP
cblr-1724	384	97	capital	capital	NOUN
cblr-1724	384	98	raising	raising	NOUN
cblr-1724	384	99	.	.	PUNCT
cblr-1724	385	1	however	however	ADV
cblr-1724	385	2	,	,	PUNCT
cblr-1724	385	3	the	the	DET
cblr-1724	385	4	early	early	ADJ
cblr-1724	385	5	results	result	NOUN
cblr-1724	385	6	are	be	AUX
cblr-1724	385	7	an	an	DET
cblr-1724	385	8	interesting	interesting	ADJ
cblr-1724	385	9	glimpse	glimpse	NOUN
cblr-1724	385	10	into	into	ADP
cblr-1724	385	11	the	the	DET
cblr-1724	385	12	types	type	NOUN
cblr-1724	385	13	of	of	ADP
cblr-1724	385	14	companies	company	NOUN
cblr-1724	385	15	that	that	PRON
cblr-1724	385	16	actively	actively	ADV
cblr-1724	385	17	seek	seek	VERB
cblr-1724	385	18	funding	fund	VERB
cblr-1724	385	19	through	through	ADP
cblr-1724	385	20	title	title	PROPN
cblr-1724	385	21	iii	iii	PROPN
cblr-1724	385	22	’s	’s	PART
cblr-1724	385	23	new	new	ADJ
cblr-1724	385	24	avenues	avenue	NOUN
cblr-1724	385	25	,	,	PUNCT
cblr-1724	385	26	so	so	SCONJ
cblr-1724	385	27	this	this	DET
cblr-1724	385	28	note	note	NOUN
cblr-1724	385	29	will	will	AUX
cblr-1724	385	30	briefly	briefly	ADV
cblr-1724	385	31	review	review	VERB
cblr-1724	385	32	the	the	DET
cblr-1724	385	33	companies	company	NOUN
cblr-1724	385	34	highlighted	highlight	VERB
cblr-1724	385	35	in	in	ADP
cblr-1724	385	36	the	the	DET
cblr-1724	385	37	venture	venture	NOUN
cblr-1724	385	38	beat	beat	NOUN
cblr-1724	385	39	article	article	NOUN
cblr-1724	385	40	before	before	ADP
cblr-1724	385	41	moving	move	VERB
cblr-1724	385	42	on	on	ADP
cblr-1724	385	43	to	to	ADP
cblr-1724	385	44	the	the	DET
cblr-1724	385	45	author	author	NOUN
cblr-1724	385	46	’s	’s	PART
cblr-1724	385	47	collected	collect	VERB
cblr-1724	385	48	dataset	dataset	NOUN
cblr-1724	385	49	.	.	PUNCT
cblr-1724	386	1	venture	venture	NOUN
cblr-1724	386	2	beat	beat	NOUN
cblr-1724	386	3	named	name	VERB
cblr-1724	386	4	the	the	DET
cblr-1724	386	5	following	follow	VERB
cblr-1724	386	6	companies	company	NOUN
cblr-1724	386	7	as	as	ADP
cblr-1724	386	8	closing	close	VERB
cblr-1724	386	9	their	their	PRON
cblr-1724	386	10	equity	equity	NOUN
cblr-1724	386	11	crowdfunding	crowdfunding	NOUN
cblr-1724	386	12	in	in	ADP
cblr-1724	386	13	the	the	DET
cblr-1724	386	14	first	first	ADJ
cblr-1724	386	15	quarter	quarter	NOUN
cblr-1724	386	16	of	of	ADP
cblr-1724	386	17	availability	availability	NOUN
cblr-1724	386	18	:	:	PUNCT
cblr-1724	386	19	native	native	ADJ
cblr-1724	386	20	hostel	hostel	PROPN
cblr-1724	386	21	austin	austin	PROPN
cblr-1724	386	22	llc	llc	PROPN
cblr-1724	386	23	;	;	PUNCT
cblr-1724	386	24	brewer	brewer	PROPN
cblr-1724	386	25	’s	’s	PART
cblr-1724	386	26	table	table	NOUN
cblr-1724	386	27	–	–	PUNCT
cblr-1724	386	28	east	east	PROPN
cblr-1724	386	29	austin	austin	PROPN
cblr-1724	386	30	,	,	PUNCT
cblr-1724	386	31	llc	llc	PROPN
cblr-1724	386	32	;	;	PUNCT
cblr-1724	386	33	legion	legion	NOUN
cblr-1724	386	34	m	m	PROPN
cblr-1724	386	35	entertainment	entertainment	PROPN
cblr-1724	386	36	,	,	PUNCT
cblr-1724	386	37	inc	inc	PROPN
cblr-1724	386	38	.	.	PROPN
cblr-1724	386	39	;	;	PUNCT
cblr-1724	386	40	mf	mf	NOUN
cblr-1724	386	41	fire	fire	NOUN
cblr-1724	386	42	;	;	PUNCT
cblr-1724	386	43	mobilespike	mobilespike	PROPN
cblr-1724	386	44	,	,	PUNCT
cblr-1724	386	45	inc	inc	PROPN
cblr-1724	386	46	.	.	PROPN
cblr-1724	386	47	;	;	PUNCT
cblr-1724	386	48	n1ce	n1ce	PROPN
cblr-1724	386	49	usa	usa	PROPN
cblr-1724	386	50	,	,	PUNCT
cblr-1724	386	51	llc	llc	PROPN
cblr-1724	386	52	;	;	PUNCT
cblr-1724	386	53	pipeline	pipeline	NOUN
cblr-1724	386	54	sports	sport	NOUN
cblr-1724	386	55	network	network	PROPN
cblr-1724	386	56	,	,	PUNCT
cblr-1724	386	57	inc	inc	PROPN
cblr-1724	386	58	.	.	PROPN
cblr-1724	386	59	;	;	PUNCT
cblr-1724	386	60	gametree	gametree	PROPN
cblr-1724	386	61	pbc	pbc	PROPN
cblr-1724	386	62	;	;	PUNCT
cblr-1724	386	63	nextrx	nextrx	PROPN
cblr-1724	386	64	inc	inc	PROPN
cblr-1724	386	65	.	.	PROPN
cblr-1724	386	66	;	;	PUNCT
cblr-1724	386	67	allen	allen	PROPN
cblr-1724	386	68	hydro	hydro	PROPN
cblr-1724	386	69	energy	energy	PROPN
cblr-1724	386	70	corp	corp	PROPN
cblr-1724	386	71	;	;	PUNCT
cblr-1724	386	72	and	and	CCONJ
cblr-1724	386	73	uncensored	uncensored	ADJ
cblr-1724	386	74	freedom	freedom	NOUN
cblr-1724	386	75	inc.205	inc.205	NOUN
cblr-1724	386	76	based	base	VERB
cblr-1724	386	77	on	on	ADP
cblr-1724	386	78	this	this	DET
cblr-1724	386	79	author	author	NOUN
cblr-1724	386	80	’s	’s	PART
cblr-1724	386	81	review	review	NOUN
cblr-1724	386	82	of	of	ADP
cblr-1724	386	83	regulatory	regulatory	ADJ
cblr-1724	386	84	filings	filing	NOUN
cblr-1724	386	85	in	in	ADP
cblr-1724	386	86	conjunction	conjunction	NOUN
cblr-1724	386	87	with	with	ADP
cblr-1724	386	88	each	each	PRON
cblr-1724	386	89	of	of	ADP
cblr-1724	386	90	the	the	DET
cblr-1724	386	91	securities	security	NOUN
cblr-1724	386	92	offerings	offering	NOUN
cblr-1724	386	93	for	for	ADP
cblr-1724	386	94	each	each	DET
cblr-1724	386	95	entity	entity	NOUN
cblr-1724	386	96	,	,	PUNCT
cblr-1724	386	97	none	none	NOUN
cblr-1724	386	98	of	of	ADP
cblr-1724	386	99	the	the	DET
cblr-1724	386	100	eleven	eleven	NUM
cblr-1724	386	101	companies	company	NOUN
cblr-1724	386	102	that	that	PRON
cblr-1724	386	103	closed	close	VERB
cblr-1724	386	104	in	in	ADP
cblr-1724	386	105	the	the	DET
cblr-1724	386	106	first	first	ADJ
cblr-1724	386	107	quarter	quarter	NOUN
cblr-1724	386	108	in	in	ADP
cblr-1724	386	109	which	which	PRON
cblr-1724	386	110	title	title	NOUN
cblr-1724	386	111	iii	iii	NUM
cblr-1724	386	112	was	be	AUX
cblr-1724	386	113	available	available	ADJ
cblr-1724	386	114	to	to	ADP
cblr-1724	386	115	entrepreneurs	entrepreneur	NOUN
cblr-1724	386	116	were	be	AUX
cblr-1724	386	117	wobs.206	wobs.206	NOUN
cblr-1724	386	118	though	though	SCONJ
cblr-1724	386	119	this	this	DET
cblr-1724	386	120	sample	sample	NOUN
cblr-1724	386	121	size	size	NOUN
cblr-1724	386	122	is	be	AUX
cblr-1724	386	123	too	too	ADV
cblr-1724	386	124	small	small	ADJ
cblr-1724	386	125	to	to	PART
cblr-1724	386	126	make	make	VERB
cblr-1724	386	127	significant	significant	ADJ
cblr-1724	386	128	conclusions	conclusion	NOUN
cblr-1724	386	129	,	,	PUNCT
cblr-1724	386	130	several	several	ADJ
cblr-1724	386	131	explanations	explanation	NOUN
cblr-1724	386	132	could	could	AUX
cblr-1724	386	133	account	account	VERB
cblr-1724	386	134	for	for	ADP
cblr-1724	386	135	this	this	DET
cblr-1724	386	136	phenomenon	phenomenon	NOUN
cblr-1724	386	137	,	,	PUNCT
cblr-1724	386	138	which	which	PRON
cblr-1724	386	139	include	include	VERB
cblr-1724	386	140	the	the	DET
cblr-1724	386	141	possibility	possibility	NOUN
cblr-1724	386	142	that	that	SCONJ
cblr-1724	386	143	the	the	DET
cblr-1724	386	144	new	new	ADJ
cblr-1724	386	145	regulations	regulation	NOUN
cblr-1724	386	146	were	be	AUX
cblr-1724	386	147	not	not	PART
cblr-1724	386	148	adequately	adequately	ADV
cblr-1724	386	149	marketed	market	VERB
cblr-1724	386	150	to	to	ADP
cblr-1724	386	151	female	female	ADJ
cblr-1724	386	152	entrepreneurs	entrepreneur	NOUN
cblr-1724	386	153	,	,	PUNCT
cblr-1724	386	154	wobs	wob	NOUN
cblr-1724	386	155	are	be	AUX
cblr-1724	386	156	less	less	ADV
cblr-1724	386	157	likely	likely	ADJ
cblr-1724	386	158	to	to	PART
cblr-1724	386	159	partake	partake	VERB
cblr-1724	386	160	in	in	ADP
cblr-1724	386	161	new	new	ADJ
cblr-1724	386	162	and	and	CCONJ
cblr-1724	386	163	untested	untested	ADJ
cblr-1724	386	164	potential	potential	ADJ
cblr-1724	386	165	avenues	avenue	NOUN
cblr-1724	386	166	for	for	ADP
cblr-1724	386	167	capital	capital	NOUN
cblr-1724	386	168	,	,	PUNCT
cblr-1724	386	169	or	or	CCONJ
cblr-1724	386	170	that	that	SCONJ
cblr-1724	386	171	women	woman	NOUN
cblr-1724	386	172	remain	remain	VERB
cblr-1724	386	173	less	less	ADV
cblr-1724	386	174	willing	willing	ADJ
cblr-1724	386	175	to	to	PART
cblr-1724	386	176	ask	ask	VERB
cblr-1724	386	177	for	for	ADP
cblr-1724	386	178	equity	equity	NOUN
cblr-1724	386	179	-	-	PUNCT
cblr-1724	386	180	based	base	VERB
cblr-1724	386	181	capital	capital	NOUN
cblr-1724	386	182	even	even	ADV
cblr-1724	386	183	when	when	SCONJ
cblr-1724	386	184	presented	present	VERB
cblr-1724	386	185	with	with	ADP
cblr-1724	386	186	a	a	DET
cblr-1724	386	187	democratized	democratized	ADJ
cblr-1724	386	188	platform	platform	NOUN
cblr-1724	386	189	of	of	ADP
cblr-1724	386	190	potential	potential	ADJ
cblr-1724	386	191	funders	funder	NOUN
cblr-1724	386	192	that	that	PRON
cblr-1724	386	193	increases	increase	VERB
cblr-1724	386	194	their	their	PRON
cblr-1724	386	195	chances	chance	NOUN
cblr-1724	386	196	of	of	ADP
cblr-1724	386	197	actually	actually	ADV
cblr-1724	386	198	203	203	NUM
cblr-1724	386	199	i	i	PROPN
cblr-1724	386	200	d.	d.	PROPN
cblr-1724	386	201	204	204	NUM
cblr-1724	387	1	i	i	PROPN
cblr-1724	387	2	d.	d.	PROPN
cblr-1724	387	3	;	;	PUNCT
cblr-1724	387	4	neiss	neiss	PROPN
cblr-1724	387	5	,	,	PUNCT
cblr-1724	387	6	supra	supra	PROPN
cblr-1724	387	7	note	note	NOUN
cblr-1724	387	8	199	199	NUM
cblr-1724	387	9	.	.	SYM
cblr-1724	387	10	205	205	NUM
cblr-1724	387	11	neiss	neiss	NOUN
cblr-1724	387	12	,	,	PUNCT
cblr-1724	387	13	supra	supra	PROPN
cblr-1724	387	14	note	note	NOUN
cblr-1724	387	15	199	199	NUM
cblr-1724	387	16	.	.	PUNCT
cblr-1724	387	17	206	206	NUM
cblr-1724	388	1	these	these	DET
cblr-1724	388	2	filings	filing	NOUN
cblr-1724	388	3	were	be	AUX
cblr-1724	388	4	accessed	access	VERB
cblr-1724	388	5	by	by	ADP
cblr-1724	388	6	the	the	DET
cblr-1724	388	7	author	author	NOUN
cblr-1724	388	8	through	through	ADP
cblr-1724	388	9	the	the	DET
cblr-1724	388	10	sec	sec	PROPN
cblr-1724	388	11	’s	’s	PART
cblr-1724	388	12	edgar	edgar	ADJ
cblr-1724	388	13	database	database	NOUN
cblr-1724	388	14	of	of	ADP
cblr-1724	388	15	publicly	publicly	ADV
cblr-1724	388	16	searchable	searchable	ADJ
cblr-1724	388	17	filings	filing	NOUN
cblr-1724	388	18	.	.	PUNCT
cblr-1724	389	1	brandt	brandt	PROPN
cblr-1724	389	2	–	–	PUNCT
cblr-1724	389	3	final	final	ADJ
cblr-1724	389	4	no	no	NOUN
cblr-1724	389	5	.	.	NOUN
cblr-1724	389	6	2:807	2:807	NUM
cblr-1724	389	7	]	]	PUNCT
cblr-1724	389	8	women	woman	NOUN
cblr-1724	389	9	-	-	PUNCT
cblr-1724	389	10	owned	own	VERB
cblr-1724	389	11	businesses	business	NOUN
cblr-1724	389	12	’	'	PUNCT
cblr-1724	389	13	access	access	NOUN
cblr-1724	389	14	to	to	ADP
cblr-1724	389	15	capital	capital	NOUN
cblr-1724	389	16	843	843	NUM
cblr-1724	389	17	receiving	receive	VERB
cblr-1724	389	18	requested	request	VERB
cblr-1724	389	19	capital	capital	NOUN
cblr-1724	389	20	.	.	PUNCT
cblr-1724	390	1	additionally	additionally	ADV
cblr-1724	390	2	,	,	PUNCT
cblr-1724	390	3	technology	technology	NOUN
cblr-1724	390	4	,	,	PUNCT
cblr-1724	390	5	a	a	DET
cblr-1724	390	6	maledominated	maledominate	VERB
cblr-1724	390	7	industry	industry	NOUN
cblr-1724	390	8	,	,	PUNCT
cblr-1724	390	9	was	be	AUX
cblr-1724	390	10	the	the	DET
cblr-1724	390	11	most	most	ADV
cblr-1724	390	12	likely	likely	ADJ
cblr-1724	390	13	sector	sector	NOUN
cblr-1724	390	14	to	to	PART
cblr-1724	390	15	engage	engage	VERB
cblr-1724	390	16	in	in	ADP
cblr-1724	390	17	an	an	DET
cblr-1724	390	18	offering.207	offering.207	NOUN
cblr-1724	390	19	perhaps	perhaps	ADV
cblr-1724	390	20	equity	equity	NOUN
cblr-1724	390	21	crowdfunding	crowdfunding	NOUN
cblr-1724	390	22	,	,	PUNCT
cblr-1724	390	23	and	and	CCONJ
cblr-1724	390	24	the	the	DET
cblr-1724	390	25	investors	investor	NOUN
cblr-1724	390	26	participating	participate	VERB
cblr-1724	390	27	,	,	PUNCT
cblr-1724	390	28	lend	lend	VERB
cblr-1724	390	29	themselves	themselves	PRON
cblr-1724	390	30	to	to	ADP
cblr-1724	390	31	male	male	NOUN
cblr-1724	390	32	-	-	PUNCT
cblr-1724	390	33	dominated	dominate	VERB
cblr-1724	390	34	industries	industry	NOUN
cblr-1724	390	35	such	such	ADJ
cblr-1724	390	36	as	as	ADP
cblr-1724	390	37	technology	technology	NOUN
cblr-1724	390	38	rather	rather	ADV
cblr-1724	390	39	than	than	ADP
cblr-1724	390	40	industries	industry	NOUN
cblr-1724	390	41	that	that	PRON
cblr-1724	390	42	have	have	VERB
cblr-1724	390	43	higher	high	ADJ
cblr-1724	390	44	incidences	incidence	NOUN
cblr-1724	390	45	of	of	ADP
cblr-1724	390	46	female	female	ADJ
cblr-1724	390	47	entrepreneurship	entrepreneurship	NOUN
cblr-1724	390	48	.	.	PUNCT
cblr-1724	391	1	however	however	ADV
cblr-1724	391	2	,	,	PUNCT
cblr-1724	391	3	retail	retail	PROPN
cblr-1724	391	4	was	be	AUX
cblr-1724	391	5	the	the	DET
cblr-1724	391	6	fifth	fifth	ADJ
cblr-1724	391	7	top	top	ADJ
cblr-1724	391	8	industry	industry	NOUN
cblr-1724	391	9	by	by	ADP
cblr-1724	391	10	offering	offering	NOUN
cblr-1724	391	11	,	,	PUNCT
cblr-1724	391	12	which	which	PRON
cblr-1724	391	13	has	have	VERB
cblr-1724	391	14	a	a	DET
cblr-1724	391	15	high	high	ADJ
cblr-1724	391	16	incidence	incidence	NOUN
cblr-1724	391	17	of	of	ADP
cblr-1724	391	18	female	female	ADJ
cblr-1724	391	19	entrepreneurs.208	entrepreneurs.208	PROPN
cblr-1724	391	20	b.	b.	PROPN
cblr-1724	391	21	author	author	NOUN
cblr-1724	391	22	-	-	PUNCT
cblr-1724	391	23	collected	collect	VERB
cblr-1724	391	24	data	datum	NOUN
cblr-1724	391	25	from	from	ADP
cblr-1724	391	26	the	the	DET
cblr-1724	391	27	first	first	ADJ
cblr-1724	391	28	eight	eight	NUM
cblr-1724	391	29	months	month	NOUN
cblr-1724	391	30	of	of	ADP
cblr-1724	391	31	regulation	regulation	NOUN
cblr-1724	391	32	crowdfunding	crowdfunde	VERB
cblr-1724	391	33	1	1	NUM
cblr-1724	391	34	.	.	PUNCT
cblr-1724	391	35	methodology	methodology	NOUN
cblr-1724	391	36	the	the	DET
cblr-1724	391	37	author	author	NOUN
cblr-1724	391	38	collected	collect	VERB
cblr-1724	391	39	data	datum	NOUN
cblr-1724	391	40	on	on	ADP
cblr-1724	391	41	the	the	DET
cblr-1724	391	42	185	185	NUM
cblr-1724	391	43	companies	company	NOUN
cblr-1724	391	44	that	that	PRON
cblr-1724	391	45	have	have	AUX
cblr-1724	391	46	filed	file	VERB
cblr-1724	391	47	a	a	DET
cblr-1724	391	48	form	form	NOUN
cblr-1724	391	49	c	c	NOUN
cblr-1724	391	50	,	,	PUNCT
cblr-1724	391	51	per	per	ADP
cblr-1724	391	52	the	the	DET
cblr-1724	391	53	sec	sec	PROPN
cblr-1724	391	54	’s	’s	PART
cblr-1724	391	55	required	require	VERB
cblr-1724	391	56	registration	registration	NOUN
cblr-1724	391	57	process	process	NOUN
cblr-1724	391	58	for	for	ADP
cblr-1724	391	59	regulation	regulation	NOUN
cblr-1724	391	60	crowdfunding	crowdfunding	NOUN
cblr-1724	391	61	,	,	PUNCT
cblr-1724	391	62	in	in	ADP
cblr-1724	391	63	preparation	preparation	NOUN
cblr-1724	391	64	for	for	ADP
cblr-1724	391	65	a	a	DET
cblr-1724	391	66	securities	security	NOUN
cblr-1724	391	67	offering	offer	VERB
cblr-1724	391	68	through	through	ADP
cblr-1724	391	69	the	the	DET
cblr-1724	391	70	crowdfund	crowdfund	ADJ
cblr-1724	391	71	act	act	NOUN
cblr-1724	391	72	between	between	ADP
cblr-1724	391	73	may	may	PROPN
cblr-1724	391	74	16	16	NUM
cblr-1724	391	75	,	,	PUNCT
cblr-1724	391	76	2016	2016	NUM
cblr-1724	391	77	and	and	CCONJ
cblr-1724	391	78	january	january	PROPN
cblr-1724	391	79	10	10	NUM
cblr-1724	391	80	,	,	PUNCT
cblr-1724	391	81	2017.209	2017.209	NUM
cblr-1724	391	82	this	this	DET
cblr-1724	391	83	data	data	NOUN
cblr-1724	391	84	is	be	AUX
cblr-1724	391	85	publicly	publicly	ADV
cblr-1724	391	86	available	available	ADJ
cblr-1724	391	87	via	via	ADP
cblr-1724	391	88	the	the	DET
cblr-1724	391	89	sec	sec	PROPN
cblr-1724	391	90	’s	’s	PART
cblr-1724	391	91	database	database	NOUN
cblr-1724	391	92	,	,	PUNCT
cblr-1724	391	93	edgar.210	edgar.210	NOUN
cblr-1724	391	94	the	the	DET
cblr-1724	391	95	author	author	NOUN
cblr-1724	391	96	then	then	ADV
cblr-1724	391	97	followed	follow	VERB
cblr-1724	391	98	a	a	DET
cblr-1724	391	99	methodology	methodology	NOUN
cblr-1724	391	100	similar	similar	ADJ
cblr-1724	391	101	to	to	ADP
cblr-1724	391	102	the	the	DET
cblr-1724	391	103	methodology	methodology	NOUN
cblr-1724	391	104	crunchbase	crunchbase	NOUN
cblr-1724	391	105	utilized	utilize	VERB
cblr-1724	391	106	when	when	SCONJ
cblr-1724	391	107	the	the	DET
cblr-1724	391	108	platform	platform	NOUN
cblr-1724	391	109	attempted	attempt	VERB
cblr-1724	391	110	to	to	PART
cblr-1724	391	111	quantify	quantify	VERB
cblr-1724	391	112	the	the	DET
cblr-1724	391	113	number	number	NOUN
cblr-1724	391	114	of	of	ADP
cblr-1724	391	115	female	female	ADJ
cblr-1724	391	116	founders	founder	NOUN
cblr-1724	391	117	for	for	ADP
cblr-1724	391	118	a	a	DET
cblr-1724	391	119	given	give	VERB
cblr-1724	391	120	period	period	NOUN
cblr-1724	391	121	of	of	ADP
cblr-1724	391	122	time.211	time.211	NOUN
cblr-1724	391	123	specifically	specifically	ADV
cblr-1724	391	124	,	,	PUNCT
cblr-1724	391	125	the	the	DET
cblr-1724	391	126	author	author	NOUN
cblr-1724	391	127	reviewed	review	VERB
cblr-1724	391	128	the	the	DET
cblr-1724	391	129	sec	sec	PROPN
cblr-1724	391	130	filings	filing	NOUN
cblr-1724	391	131	related	relate	VERB
cblr-1724	391	132	to	to	PART
cblr-1724	391	133	form	form	VERB
cblr-1724	391	134	c.	c.	NOUN
cblr-1724	391	135	most	most	ADJ
cblr-1724	391	136	companies	company	NOUN
cblr-1724	391	137	included	include	VERB
cblr-1724	391	138	a	a	DET
cblr-1724	391	139	capitalization	capitalization	NOUN
cblr-1724	391	140	table	table	NOUN
cblr-1724	391	141	detailing	detail	VERB
cblr-1724	391	142	the	the	DET
cblr-1724	391	143	ownership	ownership	NOUN
cblr-1724	391	144	breakdown	breakdown	NOUN
cblr-1724	391	145	of	of	ADP
cblr-1724	391	146	the	the	DET
cblr-1724	391	147	company	company	NOUN
cblr-1724	391	148	in	in	ADP
cblr-1724	391	149	an	an	DET
cblr-1724	391	150	offering	offering	NOUN
cblr-1724	391	151	memorandum	memorandum	NOUN
cblr-1724	391	152	or	or	CCONJ
cblr-1724	391	153	exhibit	exhibit	VERB
cblr-1724	391	154	to	to	PART
cblr-1724	391	155	form	form	VERB
cblr-1724	391	156	c.	c.	NOUN
cblr-1724	391	157	disclosure	disclosure	NOUN
cblr-1724	391	158	of	of	ADP
cblr-1724	391	159	this	this	DET
cblr-1724	391	160	information	information	NOUN
cblr-1724	391	161	is	be	AUX
cblr-1724	391	162	recommended	recommend	VERB
cblr-1724	391	163	via	via	ADP
cblr-1724	391	164	an	an	DET
cblr-1724	391	165	“	"	PUNCT
cblr-1724	391	166	optional	optional	ADJ
cblr-1724	391	167	question	question	NOUN
cblr-1724	391	168	&	&	CCONJ
cblr-1724	391	169	answer	answer	NOUN
cblr-1724	391	170	format	format	NOUN
cblr-1724	391	171	”	"	PUNCT
cblr-1724	391	172	that	that	PRON
cblr-1724	391	173	the	the	DET
cblr-1724	391	174	sec	sec	PROPN
cblr-1724	391	175	provides	provide	VERB
cblr-1724	391	176	along	along	ADP
cblr-1724	391	177	with	with	ADP
cblr-1724	391	178	form	form	NOUN
cblr-1724	391	179	207	207	NUM
cblr-1724	391	180	see	see	VERB
cblr-1724	391	181	crowdfund	crowdfund	ADJ
cblr-1724	391	182	insights	insight	NOUN
cblr-1724	391	183	—	—	PUNCT
cblr-1724	391	184	quarter	quarter	NOUN
cblr-1724	391	185	1	1	NUM
cblr-1724	391	186	for	for	ADP
cblr-1724	391	187	regulation	regulation	NOUN
cblr-1724	391	188	crowdfunding	crowdfunding	NOUN
cblr-1724	391	189	results	result	NOUN
cblr-1724	391	190	,	,	PUNCT
cblr-1724	391	191	supra	supra	PROPN
cblr-1724	391	192	note	note	NOUN
cblr-1724	391	193	202	202	NUM
cblr-1724	391	194	.	.	NOUN
cblr-1724	391	195	208	208	NUM
cblr-1724	391	196	see	see	VERB
cblr-1724	391	197	i	i	PRON
cblr-1724	391	198	d.	d.	PROPN
cblr-1724	391	199	209	209	NUM
cblr-1724	391	200	sec	sec	PROPN
cblr-1724	391	201	,	,	PUNCT
cblr-1724	391	202	form	form	NOUN
cblr-1724	391	203	c	c	NOUN
cblr-1724	391	204	under	under	ADP
cblr-1724	391	205	the	the	DET
cblr-1724	391	206	securities	security	NOUN
cblr-1724	391	207	act	act	NOUN
cblr-1724	391	208	of	of	ADP
cblr-1724	391	209	1933	1933	NUM
cblr-1724	391	210	(	(	PUNCT
cblr-1724	391	211	2016	2016	NUM
cblr-1724	391	212	)	)	PUNCT
cblr-1724	391	213	,	,	PUNCT
cblr-1724	391	214	https://www.sec.gov/about/forms/formc.pdf	https://www.sec.gov/about/forms/formc.pdf	PROPN
cblr-1724	391	215	[	[	X
cblr-1724	391	216	https://perma.cc/2w6v-f5vk	https://perma.cc/2w6v-f5vk	X
cblr-1724	391	217	]	]	X
cblr-1724	391	218	[	[	X
cblr-1724	391	219	hereinafter	hereinafter	NOUN
cblr-1724	391	220	form	form	NOUN
cblr-1724	391	221	c	c	NOUN
cblr-1724	391	222	]	]	PUNCT
cblr-1724	391	223	.	.	PUNCT
cblr-1724	392	1	210	210	NUM
cblr-1724	392	2	see	see	VERB
cblr-1724	392	3	edgar	edgar	PROPN
cblr-1724	392	4	company	company	PROPN
cblr-1724	392	5	filings	filing	NOUN
cblr-1724	392	6	,	,	PUNCT
cblr-1724	392	7	sec	sec	PROPN
cblr-1724	392	8	,	,	PUNCT
cblr-1724	392	9	https://www.sec.gov/edgar/searchedgar/companysearch.html	https://www.sec.gov/edgar/searchedgar/companysearch.html	VERB
cblr-1724	393	1	[	[	X
cblr-1724	393	2	https://perma.cc/5dw5-36r5	https://perma.cc/5dw5-36r5	X
cblr-1724	393	3	]	]	X
cblr-1724	393	4	(	(	PUNCT
cblr-1724	393	5	last	last	ADV
cblr-1724	393	6	visited	visit	VERB
cblr-1724	393	7	june	june	PROPN
cblr-1724	393	8	20	20	NUM
cblr-1724	393	9	,	,	PUNCT
cblr-1724	393	10	2017	2017	NUM
cblr-1724	393	11	)	)	PUNCT
cblr-1724	393	12	.	.	PUNCT
cblr-1724	394	1	211	211	NUM
cblr-1724	394	2	see	see	VERB
cblr-1724	394	3	teare	teare	NOUN
cblr-1724	394	4	&	&	CCONJ
cblr-1724	394	5	desmond	desmond	PROPN
cblr-1724	394	6	,	,	PUNCT
cblr-1724	394	7	supra	supra	PROPN
cblr-1724	394	8	note	note	NOUN
cblr-1724	394	9	74	74	NUM
cblr-1724	394	10	.	.	PUNCT
cblr-1724	395	1	brandt	brandt	PROPN
cblr-1724	395	2	–	–	PUNCT
cblr-1724	395	3	final	final	ADJ
cblr-1724	395	4	844	844	NUM
cblr-1724	395	5	columbia	columbia	PROPN
cblr-1724	395	6	business	business	NOUN
cblr-1724	395	7	law	law	PROPN
cblr-1724	395	8	review	review	NOUN
cblr-1724	395	9	[	[	X
cblr-1724	395	10	vol	vol	NOUN
cblr-1724	395	11	.	.	PUNCT
cblr-1724	395	12	2017	2017	NUM
cblr-1724	395	13	c.212	c.212	NOUN
cblr-1724	395	14	however	however	ADV
cblr-1724	395	15	,	,	PUNCT
cblr-1724	395	16	the	the	DET
cblr-1724	395	17	sec	sec	PROPN
cblr-1724	395	18	does	do	AUX
cblr-1724	395	19	not	not	PART
cblr-1724	395	20	require	require	VERB
cblr-1724	395	21	this	this	DET
cblr-1724	395	22	information	information	NOUN
cblr-1724	395	23	and	and	CCONJ
cblr-1724	395	24	not	not	PART
cblr-1724	395	25	all	all	DET
cblr-1724	395	26	companies	company	NOUN
cblr-1724	395	27	provided	provide	VERB
cblr-1724	395	28	it	it	PRON
cblr-1724	395	29	in	in	ADP
cblr-1724	395	30	their	their	PRON
cblr-1724	395	31	disclosures	disclosure	NOUN
cblr-1724	395	32	.	.	PUNCT
cblr-1724	396	1	when	when	SCONJ
cblr-1724	396	2	companies	company	NOUN
cblr-1724	396	3	did	do	AUX
cblr-1724	396	4	not	not	PART
cblr-1724	396	5	provide	provide	VERB
cblr-1724	396	6	this	this	DET
cblr-1724	396	7	information	information	NOUN
cblr-1724	396	8	,	,	PUNCT
cblr-1724	396	9	the	the	DET
cblr-1724	396	10	author	author	NOUN
cblr-1724	396	11	reviewed	review	VERB
cblr-1724	396	12	any	any	DET
cblr-1724	396	13	disclosures	disclosure	NOUN
cblr-1724	396	14	relating	relate	VERB
cblr-1724	396	15	to	to	ADP
cblr-1724	396	16	the	the	DET
cblr-1724	396	17	directors	director	NOUN
cblr-1724	396	18	,	,	PUNCT
cblr-1724	396	19	officers	officer	NOUN
cblr-1724	396	20	,	,	PUNCT
cblr-1724	396	21	and	and	CCONJ
cblr-1724	396	22	management	management	NOUN
cblr-1724	396	23	of	of	ADP
cblr-1724	396	24	the	the	DET
cblr-1724	396	25	company	company	NOUN
cblr-1724	396	26	and	and	CCONJ
cblr-1724	396	27	recorded	record	VERB
cblr-1724	396	28	if	if	SCONJ
cblr-1724	396	29	at	at	ADV
cblr-1724	396	30	least	least	ADV
cblr-1724	396	31	one	one	NUM
cblr-1724	396	32	director	director	NOUN
cblr-1724	396	33	or	or	CCONJ
cblr-1724	396	34	officer	officer	NOUN
cblr-1724	396	35	was	be	AUX
cblr-1724	396	36	female	female	ADJ
cblr-1724	396	37	.	.	PUNCT
cblr-1724	397	1	the	the	DET
cblr-1724	397	2	author	author	NOUN
cblr-1724	397	3	determined	determine	VERB
cblr-1724	397	4	whether	whether	SCONJ
cblr-1724	397	5	a	a	DET
cblr-1724	397	6	listed	list	VERB
cblr-1724	397	7	person	person	NOUN
cblr-1724	397	8	was	be	AUX
cblr-1724	397	9	female	female	ADJ
cblr-1724	397	10	after	after	ADP
cblr-1724	397	11	considering	consider	VERB
cblr-1724	397	12	a	a	DET
cblr-1724	397	13	combination	combination	NOUN
cblr-1724	397	14	of	of	ADP
cblr-1724	397	15	factors	factor	NOUN
cblr-1724	397	16	including	include	VERB
cblr-1724	397	17	the	the	DET
cblr-1724	397	18	director	director	NOUN
cblr-1724	397	19	’s	’s	PART
cblr-1724	397	20	or	or	CCONJ
cblr-1724	397	21	officer	officer	NOUN
cblr-1724	397	22	’s	’s	PART
cblr-1724	397	23	name	name	NOUN
cblr-1724	397	24	;	;	PUNCT
cblr-1724	397	25	gender	gender	NOUN
cblr-1724	397	26	pronouns	pronoun	NOUN
cblr-1724	397	27	used	use	VERB
cblr-1724	397	28	in	in	ADP
cblr-1724	397	29	any	any	DET
cblr-1724	397	30	biographical	biographical	ADJ
cblr-1724	397	31	sections	section	NOUN
cblr-1724	397	32	and	and	CCONJ
cblr-1724	397	33	throughout	throughout	ADP
cblr-1724	397	34	the	the	DET
cblr-1724	397	35	disclosures	disclosure	NOUN
cblr-1724	397	36	;	;	PUNCT
cblr-1724	397	37	and	and	CCONJ
cblr-1724	397	38	external	external	ADJ
cblr-1724	397	39	sources	source	NOUN
cblr-1724	397	40	such	such	ADJ
cblr-1724	397	41	as	as	ADP
cblr-1724	397	42	the	the	DET
cblr-1724	397	43	company	company	NOUN
cblr-1724	397	44	’s	’s	PART
cblr-1724	397	45	website	website	NOUN
cblr-1724	397	46	,	,	PUNCT
cblr-1724	397	47	media	medium	NOUN
cblr-1724	397	48	interviews	interview	NOUN
cblr-1724	397	49	,	,	PUNCT
cblr-1724	397	50	press	press	NOUN
cblr-1724	397	51	releases	release	NOUN
cblr-1724	397	52	,	,	PUNCT
cblr-1724	397	53	and	and	CCONJ
cblr-1724	397	54	social	social	ADJ
cblr-1724	397	55	media	medium	NOUN
cblr-1724	397	56	.	.	PUNCT
cblr-1724	398	1	even	even	ADV
cblr-1724	398	2	when	when	SCONJ
cblr-1724	398	3	a	a	DET
cblr-1724	398	4	capitalization	capitalization	NOUN
cblr-1724	398	5	table	table	NOUN
cblr-1724	398	6	or	or	CCONJ
cblr-1724	398	7	other	other	ADJ
cblr-1724	398	8	disclosure	disclosure	NOUN
cblr-1724	398	9	existed	exist	VERB
cblr-1724	398	10	,	,	PUNCT
cblr-1724	398	11	the	the	DET
cblr-1724	398	12	sex	sex	NOUN
cblr-1724	398	13	of	of	ADP
cblr-1724	398	14	the	the	DET
cblr-1724	398	15	owners	owner	NOUN
cblr-1724	398	16	was	be	AUX
cblr-1724	398	17	not	not	PART
cblr-1724	398	18	always	always	ADV
cblr-1724	398	19	clear	clear	ADJ
cblr-1724	398	20	.	.	PUNCT
cblr-1724	399	1	this	this	PRON
cblr-1724	399	2	was	be	AUX
cblr-1724	399	3	particularly	particularly	ADV
cblr-1724	399	4	true	true	ADJ
cblr-1724	399	5	when	when	SCONJ
cblr-1724	399	6	ownership	ownership	NOUN
cblr-1724	399	7	was	be	AUX
cblr-1724	399	8	divided	divide	VERB
cblr-1724	399	9	amongst	amongst	ADP
cblr-1724	399	10	several	several	ADJ
cblr-1724	399	11	llcs	llcs	NOUN
cblr-1724	399	12	or	or	CCONJ
cblr-1724	399	13	other	other	ADJ
cblr-1724	399	14	entities	entity	NOUN
cblr-1724	399	15	with	with	ADP
cblr-1724	399	16	undisclosed	undisclosed	ADJ
cblr-1724	399	17	ownership	ownership	NOUN
cblr-1724	399	18	or	or	CCONJ
cblr-1724	399	19	when	when	SCONJ
cblr-1724	399	20	companies	company	NOUN
cblr-1724	399	21	disclosed	disclose	VERB
cblr-1724	399	22	only	only	ADV
cblr-1724	399	23	owners	owner	NOUN
cblr-1724	399	24	with	with	ADP
cblr-1724	399	25	at	at	ADV
cblr-1724	399	26	least	least	ADV
cblr-1724	399	27	20	20	NUM
cblr-1724	399	28	%	%	NOUN
cblr-1724	399	29	equity	equity	NOUN
cblr-1724	399	30	ownership	ownership	NOUN
cblr-1724	399	31	of	of	ADP
cblr-1724	399	32	the	the	DET
cblr-1724	399	33	company	company	NOUN
cblr-1724	399	34	and	and	CCONJ
cblr-1724	399	35	those	those	DET
cblr-1724	399	36	owners	owner	NOUN
cblr-1724	399	37	did	do	AUX
cblr-1724	399	38	not	not	PART
cblr-1724	399	39	hold	hold	VERB
cblr-1724	399	40	at	at	ADV
cblr-1724	399	41	least	least	ADV
cblr-1724	399	42	51	51	NUM
cblr-1724	399	43	%	%	NOUN
cblr-1724	399	44	of	of	ADP
cblr-1724	399	45	the	the	DET
cblr-1724	399	46	company	company	NOUN
cblr-1724	399	47	.	.	PUNCT
cblr-1724	400	1	therefore	therefore	ADV
cblr-1724	400	2	,	,	PUNCT
cblr-1724	400	3	the	the	DET
cblr-1724	400	4	author	author	NOUN
cblr-1724	400	5	followed	follow	VERB
cblr-1724	400	6	a	a	DET
cblr-1724	400	7	methodology	methodology	NOUN
cblr-1724	400	8	similar	similar	ADJ
cblr-1724	400	9	to	to	ADP
cblr-1724	400	10	crunchbase	crunchbase	VERB
cblr-1724	400	11	’s	’s	PART
cblr-1724	400	12	and	and	CCONJ
cblr-1724	400	13	recorded	record	VERB
cblr-1724	400	14	when	when	SCONJ
cblr-1724	400	15	a	a	DET
cblr-1724	400	16	company	company	NOUN
cblr-1724	400	17	listed	list	VERB
cblr-1724	400	18	at	at	ADP
cblr-1724	400	19	least	least	ADV
cblr-1724	400	20	one	one	NUM
cblr-1724	400	21	female	female	ADJ
cblr-1724	400	22	director	director	NOUN
cblr-1724	400	23	or	or	CCONJ
cblr-1724	400	24	officer.213	officer.213	PRON
cblr-1724	400	25	the	the	DET
cblr-1724	400	26	author	author	NOUN
cblr-1724	400	27	also	also	ADV
cblr-1724	400	28	recorded	record	VERB
cblr-1724	400	29	when	when	SCONJ
cblr-1724	400	30	a	a	DET
cblr-1724	400	31	company	company	NOUN
cblr-1724	400	32	’s	’s	PART
cblr-1724	400	33	ownership	ownership	NOUN
cblr-1724	400	34	made	make	VERB
cblr-1724	400	35	it	it	PRON
cblr-1724	400	36	conclusively	conclusively	ADV
cblr-1724	400	37	a	a	DET
cblr-1724	400	38	wob	wob	NOUN
cblr-1724	400	39	or	or	CCONJ
cblr-1724	400	40	not	not	PART
cblr-1724	400	41	.	.	PUNCT
cblr-1724	401	1	the	the	DET
cblr-1724	401	2	author	author	NOUN
cblr-1724	401	3	determined	determine	VERB
cblr-1724	401	4	that	that	SCONJ
cblr-1724	401	5	a	a	DET
cblr-1724	401	6	company	company	NOUN
cblr-1724	401	7	was	be	AUX
cblr-1724	401	8	conclusively	conclusively	ADV
cblr-1724	401	9	a	a	DET
cblr-1724	401	10	wob	wob	NOUN
cblr-1724	401	11	if	if	SCONJ
cblr-1724	401	12	at	at	ADV
cblr-1724	401	13	least	least	ADV
cblr-1724	401	14	51	51	NUM
cblr-1724	401	15	%	%	NOUN
cblr-1724	401	16	of	of	ADP
cblr-1724	401	17	a	a	DET
cblr-1724	401	18	company	company	NOUN
cblr-1724	401	19	was	be	AUX
cblr-1724	401	20	disclosed	disclose	VERB
cblr-1724	401	21	as	as	SCONJ
cblr-1724	401	22	owned	own	VERB
cblr-1724	401	23	by	by	ADP
cblr-1724	401	24	women	woman	NOUN
cblr-1724	401	25	.	.	PUNCT
cblr-1724	402	1	this	this	DET
cblr-1724	402	2	definition	definition	NOUN
cblr-1724	402	3	of	of	ADP
cblr-1724	402	4	a	a	DET
cblr-1724	402	5	wob	wob	NOUN
cblr-1724	402	6	as	as	ADP
cblr-1724	402	7	51	51	NUM
cblr-1724	402	8	%	%	NOUN
cblr-1724	402	9	women	woman	NOUN
cblr-1724	402	10	-	-	PUNCT
cblr-1724	402	11	owned	own	VERB
cblr-1724	402	12	is	be	AUX
cblr-1724	402	13	consistent	consistent	ADJ
cblr-1724	402	14	with	with	ADP
cblr-1724	402	15	the	the	DET
cblr-1724	402	16	definition	definition	NOUN
cblr-1724	402	17	provided	provide	VERB
cblr-1724	402	18	by	by	ADP
cblr-1724	402	19	the	the	DET
cblr-1724	402	20	sba	sba	NOUN
cblr-1724	402	21	and	and	CCONJ
cblr-1724	402	22	the	the	DET
cblr-1724	402	23	women	woman	NOUN
cblr-1724	402	24	’s	’s	PART
cblr-1724	402	25	business	business	NOUN
cblr-1724	402	26	enterprise	enterprise	PROPN
cblr-1724	402	27	national	national	PROPN
cblr-1724	402	28	council	council	PROPN
cblr-1724	402	29	,	,	PUNCT
cblr-1724	402	30	which	which	PRON
cblr-1724	402	31	is	be	AUX
cblr-1724	402	32	the	the	DET
cblr-1724	402	33	largest	large	ADJ
cblr-1724	402	34	third	third	ADJ
cblr-1724	402	35	-	-	PUNCT
cblr-1724	402	36	party	party	NOUN
cblr-1724	402	37	certifier	certifier	NOUN
cblr-1724	402	38	of	of	ADP
cblr-1724	402	39	women	woman	NOUN
cblr-1724	402	40	-	-	PUNCT
cblr-1724	402	41	owned	own	VERB
cblr-1724	402	42	businesses.214	businesses.214	NOUN
cblr-1724	402	43	however	however	ADV
cblr-1724	402	44	,	,	PUNCT
cblr-1724	402	45	212	212	NUM
cblr-1724	402	46	form	form	NOUN
cblr-1724	402	47	c	c	NOUN
cblr-1724	402	48	,	,	PUNCT
cblr-1724	402	49	supra	supra	PROPN
cblr-1724	402	50	note	note	NOUN
cblr-1724	402	51	209	209	NUM
cblr-1724	402	52	,	,	PUNCT
cblr-1724	402	53	at	at	ADP
cblr-1724	402	54	7	7	NUM
cblr-1724	402	55	.	.	NOUN
cblr-1724	402	56	213	213	NUM
cblr-1724	402	57	as	as	SCONJ
cblr-1724	402	58	mentioned	mention	VERB
cblr-1724	402	59	earlier	early	ADV
cblr-1724	402	60	in	in	ADP
cblr-1724	402	61	this	this	DET
cblr-1724	402	62	note	note	NOUN
cblr-1724	402	63	,	,	PUNCT
cblr-1724	402	64	a	a	DET
cblr-1724	402	65	company	company	NOUN
cblr-1724	402	66	with	with	ADP
cblr-1724	402	67	one	one	NUM
cblr-1724	402	68	female	female	ADJ
cblr-1724	402	69	cofounder	cofounder	NOUN
cblr-1724	402	70	is	be	AUX
cblr-1724	402	71	not	not	PART
cblr-1724	402	72	necessarily	necessarily	ADV
cblr-1724	402	73	women	woman	NOUN
cblr-1724	402	74	-	-	PUNCT
cblr-1724	402	75	owned	own	VERB
cblr-1724	402	76	.	.	PUNCT
cblr-1724	403	1	wob	wob	PROPN
cblr-1724	403	2	status	status	NOUN
cblr-1724	403	3	requires	require	VERB
cblr-1724	403	4	that	that	SCONJ
cblr-1724	403	5	women	woman	NOUN
cblr-1724	403	6	own	own	VERB
cblr-1724	403	7	at	at	ADV
cblr-1724	403	8	least	least	ADV
cblr-1724	403	9	51	51	NUM
cblr-1724	403	10	%	%	NOUN
cblr-1724	403	11	of	of	ADP
cblr-1724	403	12	the	the	DET
cblr-1724	403	13	company	company	NOUN
cblr-1724	403	14	.	.	PUNCT
cblr-1724	404	1	any	any	DET
cblr-1724	404	2	statements	statement	NOUN
cblr-1724	404	3	using	use	VERB
cblr-1724	404	4	this	this	DET
cblr-1724	404	5	data	datum	NOUN
cblr-1724	404	6	are	be	AUX
cblr-1724	404	7	over	over	ADP
cblr-1724	404	8	-	-	PUNCT
cblr-1724	404	9	inclusive	inclusive	NOUN
cblr-1724	404	10	.	.	PUNCT
cblr-1724	405	1	214	214	NUM
cblr-1724	405	2	is	be	AUX
cblr-1724	405	3	there	there	PRON
cblr-1724	405	4	an	an	DET
cblr-1724	405	5	sba	sba	NOUN
cblr-1724	405	6	contracting	contracting	NOUN
cblr-1724	405	7	program	program	NOUN
cblr-1724	405	8	for	for	ADP
cblr-1724	405	9	me	i	PRON
cblr-1724	405	10	?	?	PUNCT
cblr-1724	405	11	,	,	PUNCT
cblr-1724	405	12	small	small	ADJ
cblr-1724	405	13	business	business	NOUN
cblr-1724	405	14	association	association	PROPN
cblr-1724	405	15	,	,	PUNCT
cblr-1724	405	16	https://certify.sba.gov/am-i-eligible	https://certify.sba.gov/am-i-eligible	PROPN
cblr-1724	405	17	[	[	X
cblr-1724	405	18	https://perma.cc/lzp4znb2	https://perma.cc/lzp4znb2	AUX
cblr-1724	405	19	]	]	X
cblr-1724	405	20	(	(	PUNCT
cblr-1724	405	21	last	last	ADV
cblr-1724	405	22	visited	visit	VERB
cblr-1724	405	23	june	june	PROPN
cblr-1724	405	24	20	20	NUM
cblr-1724	405	25	,	,	PUNCT
cblr-1724	405	26	2017	2017	NUM
cblr-1724	405	27	)	)	PUNCT
cblr-1724	405	28	;	;	PUNCT
cblr-1724	405	29	introduction	introduction	NOUN
cblr-1724	405	30	to	to	ADP
cblr-1724	405	31	certification	certification	NOUN
cblr-1724	405	32	,	,	PUNCT
cblr-1724	405	33	wbenc	wbenc	PROPN
cblr-1724	405	34	,	,	PUNCT
cblr-1724	405	35	http://www.wbenc.org/certification/	http://www.wbenc.org/certification/	X
cblr-1724	406	1	[	[	X
cblr-1724	406	2	https://perma.cc/mx6u-xeel	https://perma.cc/mx6u-xeel	X
cblr-1724	406	3	]	]	X
cblr-1724	406	4	(	(	PUNCT
cblr-1724	406	5	last	last	ADV
cblr-1724	406	6	visited	visit	VERB
cblr-1724	406	7	june	june	PROPN
cblr-1724	406	8	20	20	NUM
cblr-1724	406	9	,	,	PUNCT
cblr-1724	406	10	2017	2017	NUM
cblr-1724	406	11	)	)	PUNCT
cblr-1724	406	12	.	.	PUNCT
cblr-1724	407	1	brandt	brandt	PROPN
cblr-1724	407	2	–	–	PUNCT
cblr-1724	407	3	final	final	ADJ
cblr-1724	407	4	no	no	NOUN
cblr-1724	407	5	.	.	NOUN
cblr-1724	407	6	2:807	2:807	NUM
cblr-1724	407	7	]	]	PUNCT
cblr-1724	407	8	women	woman	NOUN
cblr-1724	407	9	-	-	PUNCT
cblr-1724	407	10	owned	own	VERB
cblr-1724	407	11	businesses	business	NOUN
cblr-1724	407	12	’	'	PUNCT
cblr-1724	407	13	access	access	NOUN
cblr-1724	407	14	to	to	ADP
cblr-1724	407	15	capital	capital	NOUN
cblr-1724	407	16	845	845	NUM
cblr-1724	407	17	those	those	DET
cblr-1724	407	18	organizations	organization	NOUN
cblr-1724	407	19	additionally	additionally	ADV
cblr-1724	407	20	require	require	VERB
cblr-1724	407	21	that	that	SCONJ
cblr-1724	407	22	51	51	NUM
cblr-1724	407	23	%	%	NOUN
cblr-1724	407	24	of	of	ADP
cblr-1724	407	25	the	the	DET
cblr-1724	407	26	business	business	NOUN
cblr-1724	407	27	be	be	AUX
cblr-1724	407	28	controlled	control	VERB
cblr-1724	407	29	or	or	CCONJ
cblr-1724	407	30	managed	manage	VERB
cblr-1724	407	31	by	by	ADP
cblr-1724	407	32	women.215	women.215	VERB
cblr-1724	407	33	this	this	DET
cblr-1724	407	34	second	second	ADJ
cblr-1724	407	35	qualification	qualification	NOUN
cblr-1724	407	36	is	be	AUX
cblr-1724	407	37	unfortunately	unfortunately	ADV
cblr-1724	407	38	impossible	impossible	ADJ
cblr-1724	407	39	to	to	PART
cblr-1724	407	40	determine	determine	VERB
cblr-1724	407	41	based	base	VERB
cblr-1724	407	42	on	on	ADP
cblr-1724	407	43	form	form	NOUN
cblr-1724	407	44	c	c	NOUN
cblr-1724	407	45	regulation	regulation	NOUN
cblr-1724	407	46	crowdfunding	crowdfunding	NOUN
cblr-1724	407	47	disclosures	disclosure	NOUN
cblr-1724	407	48	.	.	PUNCT
cblr-1724	408	1	2	2	X
cblr-1724	408	2	.	.	X
cblr-1724	408	3	analysis	analysis	NOUN
cblr-1724	408	4	of	of	ADP
cblr-1724	408	5	author	author	NOUN
cblr-1724	408	6	’s	’s	PART
cblr-1724	408	7	findings	finding	NOUN
cblr-1724	408	8	out	out	ADP
cblr-1724	408	9	of	of	ADP
cblr-1724	408	10	185	185	NUM
cblr-1724	408	11	companies	company	NOUN
cblr-1724	408	12	,	,	PUNCT
cblr-1724	408	13	the	the	DET
cblr-1724	408	14	author	author	NOUN
cblr-1724	408	15	could	could	AUX
cblr-1724	408	16	not	not	PART
cblr-1724	408	17	determine	determine	VERB
cblr-1724	408	18	the	the	DET
cblr-1724	408	19	sex	sex	NOUN
cblr-1724	408	20	of	of	ADP
cblr-1724	408	21	ownership	ownership	NOUN
cblr-1724	408	22	for	for	ADP
cblr-1724	408	23	2	2	NUM
cblr-1724	408	24	companies	company	NOUN
cblr-1724	408	25	,	,	PUNCT
cblr-1724	408	26	both	both	PRON
cblr-1724	408	27	of	of	ADP
cblr-1724	408	28	which	which	PRON
cblr-1724	408	29	filed	file	VERB
cblr-1724	408	30	the	the	DET
cblr-1724	408	31	minimum	minimum	NOUN
cblr-1724	408	32	required	require	VERB
cblr-1724	408	33	information	information	NOUN
cblr-1724	408	34	for	for	ADP
cblr-1724	408	35	crowdfunding	crowdfunding	NOUN
cblr-1724	408	36	and	and	CCONJ
cblr-1724	408	37	both	both	PRON
cblr-1724	408	38	of	of	ADP
cblr-1724	408	39	which	which	PRON
cblr-1724	408	40	withdrew	withdraw	VERB
cblr-1724	408	41	their	their	PRON
cblr-1724	408	42	crowdfunding	crowdfunding	NOUN
cblr-1724	408	43	offerings	offering	NOUN
cblr-1724	408	44	before	before	SCONJ
cblr-1724	408	45	the	the	DET
cblr-1724	408	46	offerings	offering	NOUN
cblr-1724	408	47	closed	close	VERB
cblr-1724	408	48	.	.	PUNCT
cblr-1724	409	1	similarly	similarly	ADV
cblr-1724	409	2	,	,	PUNCT
cblr-1724	409	3	55	55	NUM
cblr-1724	409	4	of	of	ADP
cblr-1724	409	5	the	the	DET
cblr-1724	409	6	companies	company	NOUN
cblr-1724	409	7	did	do	AUX
cblr-1724	409	8	not	not	PART
cblr-1724	409	9	provide	provide	VERB
cblr-1724	409	10	enough	enough	ADJ
cblr-1724	409	11	data	datum	NOUN
cblr-1724	409	12	in	in	ADP
cblr-1724	409	13	order	order	NOUN
cblr-1724	409	14	to	to	PART
cblr-1724	409	15	determine	determine	VERB
cblr-1724	409	16	if	if	SCONJ
cblr-1724	409	17	they	they	PRON
cblr-1724	409	18	qualify	qualify	VERB
cblr-1724	409	19	as	as	ADP
cblr-1724	409	20	wobs	wob	NOUN
cblr-1724	409	21	or	or	CCONJ
cblr-1724	409	22	not	not	PART
cblr-1724	409	23	,	,	PUNCT
cblr-1724	409	24	but	but	CCONJ
cblr-1724	409	25	of	of	ADP
cblr-1724	409	26	these	these	DET
cblr-1724	409	27	55	55	NUM
cblr-1724	409	28	,	,	PUNCT
cblr-1724	409	29	40	40	NUM
cblr-1724	409	30	did	do	AUX
cblr-1724	409	31	not	not	PART
cblr-1724	409	32	list	list	VERB
cblr-1724	409	33	a	a	DET
cblr-1724	409	34	single	single	ADJ
cblr-1724	409	35	female	female	ADJ
cblr-1724	409	36	director	director	NOUN
cblr-1724	409	37	,	,	PUNCT
cblr-1724	409	38	officer	officer	NOUN
cblr-1724	409	39	,	,	PUNCT
cblr-1724	409	40	or	or	CCONJ
cblr-1724	409	41	top	top	ADJ
cblr-1724	409	42	investor	investor	NOUN
cblr-1724	409	43	,	,	PUNCT
cblr-1724	409	44	and	and	CCONJ
cblr-1724	409	45	,	,	PUNCT
cblr-1724	409	46	therefore	therefore	ADV
cblr-1724	409	47	,	,	PUNCT
cblr-1724	409	48	seem	seem	VERB
cblr-1724	409	49	unlikely	unlikely	ADJ
cblr-1724	409	50	to	to	PART
cblr-1724	409	51	qualify	qualify	VERB
cblr-1724	409	52	as	as	ADP
cblr-1724	409	53	wobs	wob	NOUN
cblr-1724	409	54	.	.	PUNCT
cblr-1724	410	1	of	of	ADP
cblr-1724	410	2	the	the	DET
cblr-1724	410	3	183	183	NUM
cblr-1724	410	4	companies	company	NOUN
cblr-1724	410	5	where	where	SCONJ
cblr-1724	410	6	ownership	ownership	NOUN
cblr-1724	410	7	sex	sex	NOUN
cblr-1724	410	8	was	be	AUX
cblr-1724	410	9	identified	identify	VERB
cblr-1724	410	10	,	,	PUNCT
cblr-1724	410	11	40	40	NUM
cblr-1724	410	12	companies	company	NOUN
cblr-1724	410	13	,	,	PUNCT
cblr-1724	410	14	or	or	CCONJ
cblr-1724	410	15	22	22	NUM
cblr-1724	410	16	%	%	NOUN
cblr-1724	410	17	,	,	PUNCT
cblr-1724	410	18	had	have	VERB
cblr-1724	410	19	at	at	ADV
cblr-1724	410	20	least	least	ADV
cblr-1724	410	21	one	one	NUM
cblr-1724	410	22	female	female	ADJ
cblr-1724	410	23	director	director	NOUN
cblr-1724	410	24	,	,	PUNCT
cblr-1724	410	25	officer	officer	NOUN
cblr-1724	410	26	,	,	PUNCT
cblr-1724	410	27	or	or	CCONJ
cblr-1724	410	28	investor	investor	NOUN
cblr-1724	410	29	.	.	PUNCT
cblr-1724	411	1	this	this	PRON
cblr-1724	411	2	is	be	AUX
cblr-1724	411	3	slightly	slightly	ADV
cblr-1724	411	4	higher	high	ADJ
cblr-1724	411	5	,	,	PUNCT
cblr-1724	411	6	but	but	CCONJ
cblr-1724	411	7	similar	similar	ADJ
cblr-1724	411	8	to	to	ADP
cblr-1724	411	9	,	,	PUNCT
cblr-1724	411	10	the	the	DET
cblr-1724	411	11	18	18	NUM
cblr-1724	411	12	%	%	NOUN
cblr-1724	411	13	of	of	ADP
cblr-1724	411	14	companies	company	NOUN
cblr-1724	411	15	crunchbase	crunchbase	PROPN
cblr-1724	411	16	found	find	VERB
cblr-1724	411	17	with	with	ADP
cblr-1724	411	18	at	at	ADV
cblr-1724	411	19	least	least	ADV
cblr-1724	411	20	one	one	NUM
cblr-1724	411	21	female	female	ADJ
cblr-1724	411	22	founder	founder	NOUN
cblr-1724	411	23	in	in	ADP
cblr-1724	411	24	2014.216	2014.216	NUM
cblr-1724	411	25	however	however	ADV
cblr-1724	411	26	,	,	PUNCT
cblr-1724	411	27	only	only	ADV
cblr-1724	411	28	15	15	NUM
cblr-1724	411	29	of	of	ADP
cblr-1724	411	30	the	the	DET
cblr-1724	411	31	companies	company	NOUN
cblr-1724	411	32	were	be	AUX
cblr-1724	411	33	confirmed	confirm	VERB
cblr-1724	411	34	as	as	ADP
cblr-1724	411	35	wobs	wob	NOUN
cblr-1724	411	36	,	,	PUNCT
cblr-1724	411	37	which	which	PRON
cblr-1724	411	38	represents	represent	VERB
cblr-1724	411	39	just	just	ADV
cblr-1724	411	40	over	over	ADP
cblr-1724	411	41	8	8	NUM
cblr-1724	411	42	%	%	NOUN
cblr-1724	411	43	of	of	ADP
cblr-1724	411	44	the	the	DET
cblr-1724	411	45	dataset	dataset	NOUN
cblr-1724	411	46	.	.	PUNCT
cblr-1724	412	1	these	these	DET
cblr-1724	412	2	numbers	number	NOUN
cblr-1724	412	3	are	be	AUX
cblr-1724	412	4	roughly	roughly	ADV
cblr-1724	412	5	in	in	ADP
cblr-1724	412	6	line	line	NOUN
cblr-1724	412	7	with	with	ADP
cblr-1724	412	8	the	the	DET
cblr-1724	412	9	estimates	estimate	NOUN
cblr-1724	412	10	of	of	ADP
cblr-1724	412	11	the	the	DET
cblr-1724	412	12	percentage	percentage	NOUN
cblr-1724	412	13	of	of	ADP
cblr-1724	412	14	venture	venture	NOUN
cblr-1724	412	15	capital	capital	NOUN
cblr-1724	412	16	and	and	CCONJ
cblr-1724	412	17	angel	angel	NOUN
cblr-1724	412	18	investments	investment	NOUN
cblr-1724	412	19	made	make	VERB
cblr-1724	412	20	in	in	ADP
cblr-1724	412	21	wobs.217	wobs.217	NOUN
cblr-1724	412	22	the	the	DET
cblr-1724	412	23	quantitative	quantitative	ADJ
cblr-1724	412	24	results	result	NOUN
cblr-1724	412	25	of	of	ADP
cblr-1724	412	26	the	the	DET
cblr-1724	412	27	author	author	NOUN
cblr-1724	412	28	’s	’s	PART
cblr-1724	412	29	findings	finding	NOUN
cblr-1724	412	30	are	be	AUX
cblr-1724	412	31	laid	lay	VERB
cblr-1724	412	32	out	out	ADP
cblr-1724	412	33	below	below	ADV
cblr-1724	412	34	in	in	ADP
cblr-1724	412	35	table	table	NOUN
cblr-1724	412	36	1	1	NUM
cblr-1724	412	37	:	:	SYM
cblr-1724	412	38	215	215	NUM
cblr-1724	412	39	is	be	AUX
cblr-1724	412	40	there	there	PRON
cblr-1724	412	41	an	an	DET
cblr-1724	412	42	sba	sba	NOUN
cblr-1724	412	43	contracting	contracting	NOUN
cblr-1724	412	44	program	program	NOUN
cblr-1724	412	45	for	for	ADP
cblr-1724	412	46	me	i	PRON
cblr-1724	412	47	?	?	PUNCT
cblr-1724	412	48	,	,	PUNCT
cblr-1724	412	49	supra	supra	PROPN
cblr-1724	412	50	note	note	PROPN
cblr-1724	412	51	214	214	NUM
cblr-1724	412	52	;	;	PUNCT
cblr-1724	412	53	introduction	introduction	NOUN
cblr-1724	412	54	to	to	ADP
cblr-1724	412	55	certification	certification	NOUN
cblr-1724	412	56	,	,	PUNCT
cblr-1724	412	57	supra	supra	PROPN
cblr-1724	412	58	note	note	NOUN
cblr-1724	412	59	214	214	NUM
cblr-1724	412	60	.	.	PUNCT
cblr-1724	413	1	216	216	NUM
cblr-1724	413	2	teare	teare	PROPN
cblr-1724	413	3	&	&	CCONJ
cblr-1724	413	4	desmond	desmond	PROPN
cblr-1724	413	5	,	,	PUNCT
cblr-1724	413	6	supra	supra	PROPN
cblr-1724	413	7	note	note	NOUN
cblr-1724	413	8	74	74	NUM
cblr-1724	413	9	.	.	PUNCT
cblr-1724	413	10	217	217	NUM
cblr-1724	413	11	see	see	VERB
cblr-1724	413	12	supra	supra	PROPN
cblr-1724	413	13	section	section	PROPN
cblr-1724	413	14	ii.b	ii.b	PROPN
cblr-1724	413	15	.	.	PUNCT
cblr-1724	414	1	brandt	brandt	PROPN
cblr-1724	414	2	–	–	PUNCT
cblr-1724	414	3	final	final	ADJ
cblr-1724	414	4	846	846	NUM
cblr-1724	414	5	columbia	columbia	PROPN
cblr-1724	414	6	business	business	NOUN
cblr-1724	414	7	law	law	PROPN
cblr-1724	414	8	review	review	NOUN
cblr-1724	415	1	[	[	X
cblr-1724	415	2	vol	vol	NOUN
cblr-1724	415	3	.	.	NOUN
cblr-1724	415	4	2017	2017	NUM
cblr-1724	415	5	table	table	NOUN
cblr-1724	415	6	1	1	NUM
cblr-1724	415	7	:	:	PUNCT
cblr-1724	415	8	findings	finding	VERB
cblr-1724	415	9	metric	metric	ADJ
cblr-1724	415	10	number	number	NOUN
cblr-1724	415	11	of	of	ADP
cblr-1724	415	12	filings	filing	NOUN
cblr-1724	415	13	percentage	percentage	NOUN
cblr-1724	415	14	of	of	ADP
cblr-1724	415	15	filings	filing	NOUN
cblr-1724	415	16	total	total	ADJ
cblr-1724	415	17	regulation	regulation	NOUN
cblr-1724	415	18	crowdfunding	crowdfunde	VERB
cblr-1724	415	19	filings	filing	NOUN
cblr-1724	415	20	185	185	NUM
cblr-1724	415	21	filings	filing	NOUN
cblr-1724	415	22	with	with	ADP
cblr-1724	415	23	inconclusive	inconclusive	ADJ
cblr-1724	415	24	ownership	ownership	NOUN
cblr-1724	415	25	sex	sex	NOUN
cblr-1724	415	26	2	2	NUM
cblr-1724	415	27	1.1	1.1	NUM
cblr-1724	415	28	%	%	NOUN
cblr-1724	415	29	filings	filing	NOUN
cblr-1724	415	30	with	with	ADP
cblr-1724	415	31	inconclusive	inconclusive	ADJ
cblr-1724	415	32	wobstatus	wobstatus	NOUN
cblr-1724	415	33	55	55	NUM
cblr-1724	415	34	29.7	29.7	NUM
cblr-1724	415	35	%	%	NOUN
cblr-1724	415	36	filings	filing	NOUN
cblr-1724	415	37	with	with	ADP
cblr-1724	415	38	at	at	ADV
cblr-1724	415	39	least	least	ADV
cblr-1724	415	40	one	one	NUM
cblr-1724	415	41	female	female	ADJ
cblr-1724	415	42	director	director	NOUN
cblr-1724	415	43	,	,	PUNCT
cblr-1724	415	44	officer	officer	NOUN
cblr-1724	415	45	,	,	PUNCT
cblr-1724	415	46	or	or	CCONJ
cblr-1724	415	47	investor	investor	NOUN
cblr-1724	415	48	40	40	NUM
cblr-1724	415	49	21.6	21.6	NUM
cblr-1724	415	50	%	%	NOUN
cblr-1724	415	51	filings	filing	NOUN
cblr-1724	415	52	confirmed	confirm	VERB
cblr-1724	415	53	as	as	ADP
cblr-1724	415	54	wobs	wobs	PROPN
cblr-1724	415	55	15	15	NUM
cblr-1724	415	56	8.1	8.1	NUM
cblr-1724	415	57	%	%	NOUN
cblr-1724	415	58	this	this	DET
cblr-1724	415	59	early	early	ADJ
cblr-1724	415	60	determination	determination	NOUN
cblr-1724	415	61	that	that	PRON
cblr-1724	415	62	wobs	wob	VERB
cblr-1724	415	63	seem	seem	VERB
cblr-1724	415	64	to	to	PART
cblr-1724	415	65	seek	seek	VERB
cblr-1724	415	66	no	no	DET
cblr-1724	415	67	more	more	ADJ
cblr-1724	415	68	equity	equity	NOUN
cblr-1724	415	69	crowdfunding	crowdfunding	NOUN
cblr-1724	415	70	than	than	SCONJ
cblr-1724	415	71	they	they	PRON
cblr-1724	415	72	receive	receive	VERB
cblr-1724	415	73	in	in	ADP
cblr-1724	415	74	other	other	ADJ
cblr-1724	415	75	,	,	PUNCT
cblr-1724	415	76	more	more	ADV
cblr-1724	415	77	traditional	traditional	ADJ
cblr-1724	415	78	forms	form	NOUN
cblr-1724	415	79	of	of	ADP
cblr-1724	415	80	fundraising	fundraising	NOUN
cblr-1724	415	81	suggests	suggest	VERB
cblr-1724	415	82	that	that	SCONJ
cblr-1724	415	83	equity	equity	NOUN
cblr-1724	415	84	crowdfunding	crowdfunding	NOUN
cblr-1724	415	85	has	have	AUX
cblr-1724	415	86	not	not	PART
cblr-1724	415	87	increased	increase	VERB
cblr-1724	415	88	the	the	DET
cblr-1724	415	89	number	number	NOUN
cblr-1724	415	90	of	of	ADP
cblr-1724	415	91	wobs	wob	NOUN
cblr-1724	415	92	seeking	seek	VERB
cblr-1724	415	93	funding	funding	NOUN
cblr-1724	415	94	as	as	ADP
cblr-1724	415	95	some	some	DET
cblr-1724	415	96	commentators	commentator	NOUN
cblr-1724	415	97	hoped.218	hoped.218	NOUN
cblr-1724	415	98	although	although	SCONJ
cblr-1724	415	99	many	many	ADJ
cblr-1724	415	100	of	of	ADP
cblr-1724	415	101	the	the	DET
cblr-1724	415	102	offerings	offering	NOUN
cblr-1724	415	103	scrutinized	scrutinize	VERB
cblr-1724	415	104	had	have	AUX
cblr-1724	415	105	not	not	PART
cblr-1724	415	106	yet	yet	ADV
cblr-1724	415	107	closed	close	VERB
cblr-1724	415	108	,	,	PUNCT
cblr-1724	415	109	if	if	SCONJ
cblr-1724	415	110	the	the	DET
cblr-1724	415	111	first	first	ADJ
cblr-1724	415	112	quarter	quarter	NOUN
cblr-1724	415	113	with	with	ADP
cblr-1724	415	114	11	11	NUM
cblr-1724	415	115	offerings	offering	NOUN
cblr-1724	415	116	and	and	CCONJ
cblr-1724	415	117	only	only	ADV
cblr-1724	415	118	5	5	NUM
cblr-1724	415	119	successful	successful	ADJ
cblr-1724	415	120	closings	closing	NOUN
cblr-1724	415	121	is	be	AUX
cblr-1724	415	122	any	any	DET
cblr-1724	415	123	indication	indication	NOUN
cblr-1724	415	124	,	,	PUNCT
cblr-1724	415	125	a	a	DET
cblr-1724	415	126	far	far	ADV
cblr-1724	415	127	smaller	small	ADJ
cblr-1724	415	128	percentage	percentage	NOUN
cblr-1724	415	129	of	of	ADP
cblr-1724	415	130	companies	company	NOUN
cblr-1724	415	131	will	will	AUX
cblr-1724	415	132	close	close	VERB
cblr-1724	415	133	their	their	PRON
cblr-1724	415	134	offerings	offering	NOUN
cblr-1724	415	135	,	,	PUNCT
cblr-1724	415	136	possibly	possibly	ADV
cblr-1724	415	137	drastically	drastically	ADV
cblr-1724	415	138	changing	change	VERB
cblr-1724	415	139	the	the	DET
cblr-1724	415	140	percentage	percentage	NOUN
cblr-1724	415	141	of	of	ADP
cblr-1724	415	142	wobs	wob	NOUN
cblr-1724	415	143	that	that	PRON
cblr-1724	415	144	receive	receive	VERB
cblr-1724	415	145	funding.219	funding.219	NOUN
cblr-1724	415	146	although	although	SCONJ
cblr-1724	415	147	there	there	PRON
cblr-1724	415	148	is	be	VERB
cblr-1724	415	149	not	not	PART
cblr-1724	415	150	yet	yet	ADV
cblr-1724	415	151	sufficient	sufficient	ADJ
cblr-1724	415	152	data	datum	NOUN
cblr-1724	415	153	to	to	PART
cblr-1724	415	154	conduct	conduct	VERB
cblr-1724	415	155	more	more	ADV
cblr-1724	415	156	significant	significant	ADJ
cblr-1724	415	157	analysis	analysis	NOUN
cblr-1724	415	158	on	on	ADP
cblr-1724	415	159	the	the	DET
cblr-1724	415	160	prevalence	prevalence	NOUN
cblr-1724	415	161	of	of	ADP
cblr-1724	415	162	wobs	wob	NOUN
cblr-1724	415	163	availing	avail	VERB
cblr-1724	415	164	themselves	themselves	PRON
cblr-1724	415	165	of	of	ADP
cblr-1724	415	166	the	the	DET
cblr-1724	415	167	new	new	ADJ
cblr-1724	415	168	equity	equity	NOUN
cblr-1724	415	169	crowdfunding	crowdfunding	NOUN
cblr-1724	415	170	rules	rule	NOUN
cblr-1724	415	171	under	under	ADP
cblr-1724	415	172	title	title	NOUN
cblr-1724	415	173	iii	iii	NOUN
cblr-1724	415	174	,	,	PUNCT
cblr-1724	415	175	no	no	DET
cblr-1724	415	176	wobs	wob	NOUN
cblr-1724	415	177	closed	close	VERB
cblr-1724	415	178	offerings	offering	NOUN
cblr-1724	415	179	in	in	ADP
cblr-1724	415	180	the	the	DET
cblr-1724	415	181	first	first	ADJ
cblr-1724	415	182	quarter	quarter	NOUN
cblr-1724	415	183	despite	despite	SCONJ
cblr-1724	415	184	making	make	VERB
cblr-1724	415	185	up	up	ADP
cblr-1724	415	186	a	a	DET
cblr-1724	415	187	significant	significant	ADJ
cblr-1724	415	188	portion	portion	NOUN
cblr-1724	415	189	of	of	ADP
cblr-1724	415	190	the	the	DET
cblr-1724	415	191	new	new	ADJ
cblr-1724	415	192	segment	segment	NOUN
cblr-1724	415	193	of	of	ADP
cblr-1724	415	194	“	"	PUNCT
cblr-1724	415	195	emerging	emerge	VERB
cblr-1724	415	196	growth	growth	NOUN
cblr-1724	415	197	companies	company	NOUN
cblr-1724	415	198	”	"	PUNCT
cblr-1724	415	199	in	in	ADP
cblr-1724	415	200	the	the	DET
cblr-1724	415	201	country.220	country.220	NOUN
cblr-1724	415	202	similarly	similarly	ADV
cblr-1724	415	203	,	,	PUNCT
cblr-1724	415	204	only	only	ADV
cblr-1724	415	205	about	about	ADV
cblr-1724	415	206	8	8	NUM
cblr-1724	415	207	%	%	NOUN
cblr-1724	415	208	of	of	ADP
cblr-1724	415	209	companies	company	NOUN
cblr-1724	415	210	seeking	seek	VERB
cblr-1724	415	211	equity	equity	NOUN
cblr-1724	415	212	through	through	ADP
cblr-1724	415	213	crowdfunding	crowdfunding	NOUN
cblr-1724	415	214	in	in	ADP
cblr-1724	415	215	the	the	DET
cblr-1724	415	216	first	first	ADJ
cblr-1724	415	217	roughly	roughly	ADV
cblr-1724	415	218	eight	eight	NUM
cblr-1724	415	219	months	month	NOUN
cblr-1724	415	220	of	of	ADP
cblr-1724	415	221	availability	availability	NOUN
cblr-1724	415	222	were	be	AUX
cblr-1724	415	223	wobs.221	wobs.221	NOUN
cblr-1724	415	224	these	these	DET
cblr-1724	415	225	data	datum	NOUN
cblr-1724	415	226	points	point	NOUN
cblr-1724	415	227	do	do	AUX
cblr-1724	415	228	not	not	PART
cblr-1724	415	229	bode	bode	VERB
cblr-1724	415	230	218	218	NUM
cblr-1724	415	231	see	see	NOUN
cblr-1724	415	232	supra	supra	PROPN
cblr-1724	415	233	part	part	PROPN
cblr-1724	415	234	i.	i.	PROPN
cblr-1724	415	235	219	219	NUM
cblr-1724	415	236	crowdfund	crowdfund	NOUN
cblr-1724	415	237	insights	insight	NOUN
cblr-1724	415	238	—	—	PUNCT
cblr-1724	415	239	quarter	quarter	NOUN
cblr-1724	415	240	1	1	NUM
cblr-1724	415	241	for	for	ADP
cblr-1724	415	242	regulation	regulation	NOUN
cblr-1724	415	243	crowdfunding	crowdfunding	NOUN
cblr-1724	415	244	results	result	NOUN
cblr-1724	415	245	,	,	PUNCT
cblr-1724	415	246	supra	supra	PROPN
cblr-1724	415	247	note	note	NOUN
cblr-1724	415	248	202	202	NUM
cblr-1724	415	249	.	.	NOUN
cblr-1724	415	250	220	220	NUM
cblr-1724	415	251	see	see	VERB
cblr-1724	415	252	supra	supra	PROPN
cblr-1724	415	253	section	section	PROPN
cblr-1724	415	254	iii.a	iii.a	PROPN
cblr-1724	415	255	.	.	PUNCT
cblr-1724	416	1	221	221	NUM
cblr-1724	416	2	data	datum	NOUN
cblr-1724	416	3	is	be	AUX
cblr-1724	416	4	the	the	DET
cblr-1724	416	5	author	author	NOUN
cblr-1724	416	6	’s	’s	PART
cblr-1724	416	7	own	own	ADJ
cblr-1724	416	8	.	.	PUNCT
cblr-1724	417	1	brandt	brandt	PROPN
cblr-1724	417	2	–	–	PUNCT
cblr-1724	417	3	final	final	ADJ
cblr-1724	417	4	no	no	NOUN
cblr-1724	417	5	.	.	NOUN
cblr-1724	417	6	2:807	2:807	NUM
cblr-1724	417	7	]	]	PUNCT
cblr-1724	417	8	women	woman	NOUN
cblr-1724	417	9	-	-	PUNCT
cblr-1724	417	10	owned	own	VERB
cblr-1724	417	11	businesses	business	NOUN
cblr-1724	417	12	’	'	PUNCT
cblr-1724	417	13	access	access	NOUN
cblr-1724	417	14	to	to	ADP
cblr-1724	417	15	capital	capital	NOUN
cblr-1724	417	16	847	847	NUM
cblr-1724	417	17	well	well	ADV
cblr-1724	417	18	for	for	ADP
cblr-1724	417	19	the	the	DET
cblr-1724	417	20	early	early	ADJ
cblr-1724	417	21	suggestions	suggestion	NOUN
cblr-1724	417	22	and	and	CCONJ
cblr-1724	417	23	legislative	legislative	ADJ
cblr-1724	417	24	hopes	hope	NOUN
cblr-1724	417	25	that	that	SCONJ
cblr-1724	417	26	equity	equity	NOUN
cblr-1724	417	27	crowdfunding	crowdfunding	NOUN
cblr-1724	417	28	would	would	AUX
cblr-1724	417	29	provide	provide	VERB
cblr-1724	417	30	a	a	DET
cblr-1724	417	31	more	more	ADV
cblr-1724	417	32	accessible	accessible	ADJ
cblr-1724	417	33	route	route	NOUN
cblr-1724	417	34	to	to	ADP
cblr-1724	417	35	capital	capital	NOUN
cblr-1724	417	36	for	for	ADP
cblr-1724	417	37	female	female	ADJ
cblr-1724	417	38	entrepreneurs.222	entrepreneurs.222	ADV
cblr-1724	417	39	additional	additional	ADJ
cblr-1724	417	40	monitoring	monitoring	NOUN
cblr-1724	417	41	and	and	CCONJ
cblr-1724	417	42	analysis	analysis	NOUN
cblr-1724	417	43	is	be	AUX
cblr-1724	417	44	needed	need	VERB
cblr-1724	417	45	to	to	PART
cblr-1724	417	46	estimate	estimate	VERB
cblr-1724	417	47	the	the	DET
cblr-1724	417	48	incidence	incidence	NOUN
cblr-1724	417	49	of	of	ADP
cblr-1724	417	50	female	female	ADJ
cblr-1724	417	51	entrepreneurs	entrepreneur	NOUN
cblr-1724	417	52	availing	avail	VERB
cblr-1724	417	53	themselves	themselves	PRON
cblr-1724	417	54	of	of	ADP
cblr-1724	417	55	equity	equity	NOUN
cblr-1724	417	56	crowdfunding	crowdfunding	NOUN
cblr-1724	417	57	in	in	ADP
cblr-1724	417	58	the	the	DET
cblr-1724	417	59	coming	come	VERB
cblr-1724	417	60	years	year	NOUN
cblr-1724	417	61	,	,	PUNCT
cblr-1724	417	62	and	and	CCONJ
cblr-1724	417	63	the	the	DET
cblr-1724	417	64	government	government	NOUN
cblr-1724	417	65	should	should	AUX
cblr-1724	417	66	ensure	ensure	VERB
cblr-1724	417	67	that	that	SCONJ
cblr-1724	417	68	wobs	wob	NOUN
cblr-1724	417	69	are	be	AUX
cblr-1724	417	70	sufficiently	sufficiently	ADV
cblr-1724	417	71	aware	aware	ADJ
cblr-1724	417	72	of	of	ADP
cblr-1724	417	73	this	this	DET
cblr-1724	417	74	new	new	ADJ
cblr-1724	417	75	avenue	avenue	NOUN
cblr-1724	417	76	for	for	ADP
cblr-1724	417	77	requesting	request	VERB
cblr-1724	417	78	capital	capital	NOUN
cblr-1724	417	79	from	from	ADP
cblr-1724	417	80	a	a	DET
cblr-1724	417	81	more	more	ADV
cblr-1724	417	82	diversified	diversified	ADJ
cblr-1724	417	83	group	group	NOUN
cblr-1724	417	84	of	of	ADP
cblr-1724	417	85	investors	investor	NOUN
cblr-1724	417	86	.	.	PUNCT
cblr-1724	418	1	in	in	ADP
cblr-1724	418	2	sum	sum	NOUN
cblr-1724	418	3	,	,	PUNCT
cblr-1724	418	4	the	the	DET
cblr-1724	418	5	first	first	ADJ
cblr-1724	418	6	months	month	NOUN
cblr-1724	418	7	of	of	ADP
cblr-1724	418	8	equity	equity	NOUN
cblr-1724	418	9	crowdfunding	crowdfunding	NOUN
cblr-1724	418	10	did	do	AUX
cblr-1724	418	11	not	not	PART
cblr-1724	418	12	result	result	VERB
cblr-1724	418	13	in	in	ADP
cblr-1724	418	14	any	any	DET
cblr-1724	418	15	significant	significant	ADJ
cblr-1724	418	16	increase	increase	NOUN
cblr-1724	418	17	in	in	ADP
cblr-1724	418	18	wobs	wob	NOUN
cblr-1724	418	19	attempting	attempt	VERB
cblr-1724	418	20	to	to	PART
cblr-1724	418	21	access	access	VERB
cblr-1724	418	22	capital	capital	NOUN
cblr-1724	418	23	.	.	PUNCT
cblr-1724	419	1	3	3	X
cblr-1724	419	2	.	.	X
cblr-1724	419	3	shortcomings	shortcoming	NOUN
cblr-1724	419	4	as	as	SCONJ
cblr-1724	419	5	previously	previously	ADV
cblr-1724	419	6	mentioned	mention	VERB
cblr-1724	419	7	,	,	PUNCT
cblr-1724	419	8	in	in	ADP
cblr-1724	419	9	order	order	NOUN
cblr-1724	419	10	to	to	PART
cblr-1724	419	11	qualify	qualify	VERB
cblr-1724	419	12	for	for	ADP
cblr-1724	419	13	government	government	NOUN
cblr-1724	419	14	programming	programming	NOUN
cblr-1724	419	15	such	such	ADJ
cblr-1724	419	16	as	as	ADP
cblr-1724	419	17	federal	federal	ADJ
cblr-1724	419	18	contracting	contracting	NOUN
cblr-1724	419	19	setasides	setaside	NOUN
cblr-1724	419	20	,	,	PUNCT
cblr-1724	419	21	women	woman	NOUN
cblr-1724	419	22	-	-	PUNCT
cblr-1724	419	23	owned	own	VERB
cblr-1724	419	24	businesses	business	NOUN
cblr-1724	419	25	must	must	AUX
cblr-1724	419	26	show	show	VERB
cblr-1724	419	27	that	that	SCONJ
cblr-1724	419	28	they	they	PRON
cblr-1724	419	29	are	be	AUX
cblr-1724	419	30	at	at	ADV
cblr-1724	419	31	least	least	ADV
cblr-1724	419	32	51	51	NUM
cblr-1724	419	33	%	%	NOUN
cblr-1724	419	34	owned	own	VERB
cblr-1724	419	35	and	and	CCONJ
cblr-1724	419	36	controlled	control	VERB
cblr-1724	419	37	by	by	ADP
cblr-1724	419	38	women.223	women.223	NOUN
cblr-1724	419	39	however	however	ADV
cblr-1724	419	40	,	,	PUNCT
cblr-1724	419	41	form	form	NOUN
cblr-1724	419	42	c	c	NOUN
cblr-1724	419	43	does	do	AUX
cblr-1724	419	44	not	not	PART
cblr-1724	419	45	currently	currently	ADV
cblr-1724	419	46	allow	allow	VERB
cblr-1724	419	47	researchers	researcher	NOUN
cblr-1724	419	48	to	to	PART
cblr-1724	419	49	determine	determine	VERB
cblr-1724	419	50	whether	whether	SCONJ
cblr-1724	419	51	these	these	DET
cblr-1724	419	52	metrics	metric	NOUN
cblr-1724	419	53	are	be	AUX
cblr-1724	419	54	both	both	PRON
cblr-1724	419	55	met	meet	VERB
cblr-1724	419	56	.	.	PUNCT
cblr-1724	420	1	therefore	therefore	ADV
cblr-1724	420	2	,	,	PUNCT
cblr-1724	420	3	some	some	PRON
cblr-1724	420	4	of	of	ADP
cblr-1724	420	5	the	the	DET
cblr-1724	420	6	15	15	NUM
cblr-1724	420	7	companies	company	NOUN
cblr-1724	420	8	confirmed	confirm	VERB
cblr-1724	420	9	as	as	ADP
cblr-1724	420	10	wobs	wobs	PROPN
cblr-1724	420	11	may	may	AUX
cblr-1724	420	12	not	not	PART
cblr-1724	420	13	actually	actually	ADV
cblr-1724	420	14	qualify	qualify	VERB
cblr-1724	420	15	under	under	ADP
cblr-1724	420	16	the	the	DET
cblr-1724	420	17	sba	sba	NOUN
cblr-1724	420	18	’s	’s	PART
cblr-1724	420	19	definition	definition	NOUN
cblr-1724	420	20	if	if	SCONJ
cblr-1724	420	21	parties	party	NOUN
cblr-1724	420	22	other	other	ADJ
cblr-1724	420	23	than	than	ADP
cblr-1724	420	24	their	their	PRON
cblr-1724	420	25	equity	equity	NOUN
cblr-1724	420	26	owners	owner	NOUN
cblr-1724	420	27	control	control	VERB
cblr-1724	420	28	them	they	PRON
cblr-1724	420	29	.	.	PUNCT
cblr-1724	421	1	similarly	similarly	ADV
cblr-1724	421	2	,	,	PUNCT
cblr-1724	421	3	it	it	PRON
cblr-1724	421	4	is	be	AUX
cblr-1724	421	5	not	not	PART
cblr-1724	421	6	always	always	ADV
cblr-1724	421	7	possible	possible	ADJ
cblr-1724	421	8	to	to	PART
cblr-1724	421	9	determine	determine	VERB
cblr-1724	421	10	the	the	DET
cblr-1724	421	11	sex	sex	NOUN
cblr-1724	421	12	of	of	ADP
cblr-1724	421	13	listed	list	VERB
cblr-1724	421	14	or	or	CCONJ
cblr-1724	421	15	unlisted	unlisted	ADJ
cblr-1724	421	16	owners	owner	NOUN
cblr-1724	421	17	of	of	ADP
cblr-1724	421	18	a	a	DET
cblr-1724	421	19	company	company	NOUN
cblr-1724	421	20	given	give	VERB
cblr-1724	421	21	that	that	SCONJ
cblr-1724	421	22	the	the	DET
cblr-1724	421	23	sec	sec	PROPN
cblr-1724	421	24	does	do	AUX
cblr-1724	421	25	not	not	PART
cblr-1724	421	26	require	require	VERB
cblr-1724	421	27	companies	company	NOUN
cblr-1724	421	28	to	to	PART
cblr-1724	421	29	provide	provide	VERB
cblr-1724	421	30	capitalization	capitalization	NOUN
cblr-1724	421	31	tables	table	NOUN
cblr-1724	421	32	,	,	PUNCT
cblr-1724	421	33	list	list	NOUN
cblr-1724	421	34	owners	owner	NOUN
cblr-1724	421	35	,	,	PUNCT
cblr-1724	421	36	or	or	CCONJ
cblr-1724	421	37	otherwise	otherwise	ADV
cblr-1724	421	38	disclose	disclose	VERB
cblr-1724	421	39	owners	owner	NOUN
cblr-1724	421	40	’	'	PUNCT
cblr-1724	421	41	identities	identity	NOUN
cblr-1724	421	42	.	.	PUNCT
cblr-1724	422	1	given	give	VERB
cblr-1724	422	2	the	the	DET
cblr-1724	422	3	manual	manual	ADJ
cblr-1724	422	4	nature	nature	NOUN
cblr-1724	422	5	of	of	ADP
cblr-1724	422	6	researching	research	VERB
cblr-1724	422	7	the	the	DET
cblr-1724	422	8	sex	sex	NOUN
cblr-1724	422	9	of	of	ADP
cblr-1724	422	10	company	company	NOUN
cblr-1724	422	11	owners	owner	NOUN
cblr-1724	422	12	combined	combine	VERB
cblr-1724	422	13	with	with	ADP
cblr-1724	422	14	the	the	DET
cblr-1724	422	15	inconsistent	inconsistent	ADJ
cblr-1724	422	16	disclosures	disclosure	NOUN
cblr-1724	422	17	provided	provide	VERB
cblr-1724	422	18	by	by	ADP
cblr-1724	422	19	filing	file	VERB
cblr-1724	422	20	companies	company	NOUN
cblr-1724	422	21	,	,	PUNCT
cblr-1724	422	22	it	it	PRON
cblr-1724	422	23	is	be	AUX
cblr-1724	422	24	possible	possible	ADJ
cblr-1724	422	25	that	that	SCONJ
cblr-1724	422	26	some	some	PRON
cblr-1724	422	27	of	of	ADP
cblr-1724	422	28	the	the	DET
cblr-1724	422	29	author	author	NOUN
cblr-1724	422	30	’s	’s	PART
cblr-1724	422	31	findings	finding	NOUN
cblr-1724	422	32	are	be	AUX
cblr-1724	422	33	incorrect	incorrect	ADJ
cblr-1724	422	34	.	.	PUNCT
cblr-1724	423	1	any	any	DET
cblr-1724	423	2	such	such	ADJ
cblr-1724	423	3	errors	error	NOUN
cblr-1724	423	4	are	be	AUX
cblr-1724	423	5	the	the	DET
cblr-1724	423	6	fault	fault	NOUN
cblr-1724	423	7	of	of	ADP
cblr-1724	423	8	the	the	DET
cblr-1724	423	9	author	author	NOUN
cblr-1724	423	10	alone	alone	ADV
cblr-1724	423	11	.	.	PUNCT
cblr-1724	424	1	222	222	NUM
cblr-1724	424	2	see	see	VERB
cblr-1724	424	3	american	american	PROPN
cblr-1724	424	4	jobs	job	NOUN
cblr-1724	424	5	act	act	PROPN
cblr-1724	424	6	:	:	PUNCT
cblr-1724	424	7	impact	impact	NOUN
cblr-1724	424	8	for	for	ADP
cblr-1724	424	9	women	woman	NOUN
cblr-1724	424	10	,	,	PUNCT
cblr-1724	424	11	supra	supra	PROPN
cblr-1724	424	12	note	note	NOUN
cblr-1724	424	13	3	3	NUM
cblr-1724	424	14	,	,	PUNCT
cblr-1724	424	15	at	at	ADP
cblr-1724	424	16	1	1	NUM
cblr-1724	424	17	,	,	PUNCT
cblr-1724	424	18	2	2	NUM
cblr-1724	424	19	.	.	NOUN
cblr-1724	424	20	223	223	NUM
cblr-1724	424	21	see	see	VERB
cblr-1724	424	22	supra	supra	ADJ
cblr-1724	424	23	text	text	NOUN
cblr-1724	424	24	accompanying	accompanying	ADJ
cblr-1724	424	25	notes	note	NOUN
cblr-1724	424	26	214–15	214–15	PROPN
cblr-1724	424	27	.	.	PUNCT
cblr-1724	425	1	brandt	brandt	PROPN
cblr-1724	425	2	–	–	PUNCT
cblr-1724	425	3	final	final	ADJ
cblr-1724	425	4	848	848	NUM
cblr-1724	425	5	columbia	columbia	PROPN
cblr-1724	425	6	business	business	NOUN
cblr-1724	425	7	law	law	PROPN
cblr-1724	425	8	review	review	NOUN
cblr-1724	426	1	[	[	X
cblr-1724	426	2	vol	vol	NOUN
cblr-1724	426	3	.	.	NOUN
cblr-1724	426	4	2017	2017	NUM
cblr-1724	426	5	iv	iv	NOUN
cblr-1724	426	6	.	.	PUNCT
cblr-1724	427	1	how	how	SCONJ
cblr-1724	427	2	better	well	ADJ
cblr-1724	427	3	metrics	metric	NOUN
cblr-1724	427	4	,	,	PUNCT
cblr-1724	427	5	professional	professional	ADJ
cblr-1724	427	6	financial	financial	ADJ
cblr-1724	427	7	advisors	advisor	NOUN
cblr-1724	427	8	,	,	PUNCT
cblr-1724	427	9	and	and	CCONJ
cblr-1724	427	10	public	public	ADJ
cblr-1724	427	11	-	-	PUNCT
cblr-1724	427	12	private	private	ADJ
cblr-1724	427	13	partnerships	partnership	NOUN
cblr-1724	427	14	can	can	AUX
cblr-1724	427	15	help	help	VERB
cblr-1724	427	16	women	woman	NOUN
cblr-1724	427	17	-	-	PUNCT
cblr-1724	427	18	owned	own	VERB
cblr-1724	427	19	businesses	business	NOUN
cblr-1724	427	20	better	well	ADJ
cblr-1724	427	21	access	access	NOUN
cblr-1724	427	22	capital	capital	NOUN
cblr-1724	427	23	in	in	ADP
cblr-1724	427	24	its	its	PRON
cblr-1724	427	25	current	current	ADJ
cblr-1724	427	26	iteration	iteration	NOUN
cblr-1724	427	27	,	,	PUNCT
cblr-1724	427	28	the	the	DET
cblr-1724	427	29	crowdfund	crowdfund	NOUN
cblr-1724	427	30	act	act	VERB
cblr-1724	427	31	neither	neither	CCONJ
cblr-1724	427	32	mentions	mention	NOUN
cblr-1724	427	33	nor	nor	CCONJ
cblr-1724	427	34	directly	directly	ADV
cblr-1724	427	35	impacts	impact	VERB
cblr-1724	427	36	wobs.224	wobs.224	NOUN
cblr-1724	427	37	however	however	ADV
cblr-1724	427	38	,	,	PUNCT
cblr-1724	427	39	the	the	DET
cblr-1724	427	40	white	white	PROPN
cblr-1724	427	41	house	house	PROPN
cblr-1724	427	42	hoped	hope	VERB
cblr-1724	427	43	the	the	DET
cblr-1724	427	44	legislation	legislation	NOUN
cblr-1724	427	45	would	would	AUX
cblr-1724	427	46	provide	provide	VERB
cblr-1724	427	47	indirect	indirect	ADJ
cblr-1724	427	48	assistance	assistance	NOUN
cblr-1724	427	49	to	to	ADP
cblr-1724	427	50	female	female	ADJ
cblr-1724	427	51	entrepreneurs	entrepreneur	NOUN
cblr-1724	427	52	by	by	ADP
cblr-1724	427	53	opening	open	VERB
cblr-1724	427	54	the	the	DET
cblr-1724	427	55	markets	market	NOUN
cblr-1724	427	56	to	to	ADP
cblr-1724	427	57	ordinary	ordinary	ADJ
cblr-1724	427	58	investors	investor	NOUN
cblr-1724	427	59	,	,	PUNCT
cblr-1724	427	60	thereby	thereby	ADV
cblr-1724	427	61	increasing	increase	VERB
cblr-1724	427	62	the	the	DET
cblr-1724	427	63	likelihood	likelihood	NOUN
cblr-1724	427	64	of	of	ADP
cblr-1724	427	65	women	woman	NOUN
cblr-1724	427	66	investors	investor	NOUN
cblr-1724	427	67	participating	participate	VERB
cblr-1724	427	68	in	in	ADP
cblr-1724	427	69	early	early	ADJ
cblr-1724	427	70	securities	security	NOUN
cblr-1724	427	71	offerings.225	offerings.225	NOUN
cblr-1724	427	72	while	while	SCONJ
cblr-1724	427	73	researchers	researcher	NOUN
cblr-1724	427	74	need	need	VERB
cblr-1724	427	75	more	more	ADJ
cblr-1724	427	76	data	datum	NOUN
cblr-1724	427	77	about	about	ADP
cblr-1724	427	78	the	the	DET
cblr-1724	427	79	companies	company	NOUN
cblr-1724	427	80	filing	file	VERB
cblr-1724	427	81	for	for	ADP
cblr-1724	427	82	securities	security	NOUN
cblr-1724	427	83	offerings	offering	NOUN
cblr-1724	427	84	through	through	ADP
cblr-1724	427	85	funding	funding	NOUN
cblr-1724	427	86	portals	portal	NOUN
cblr-1724	427	87	,	,	PUNCT
cblr-1724	427	88	the	the	DET
cblr-1724	427	89	early	early	ADJ
cblr-1724	427	90	indications	indication	NOUN
cblr-1724	427	91	appear	appear	VERB
cblr-1724	427	92	to	to	PART
cblr-1724	427	93	show	show	VERB
cblr-1724	427	94	that	that	SCONJ
cblr-1724	427	95	wobs	wob	NOUN
cblr-1724	427	96	are	be	AUX
cblr-1724	427	97	not	not	PART
cblr-1724	427	98	utilizing	utilize	VERB
cblr-1724	427	99	equity	equity	NOUN
cblr-1724	427	100	crowdfunding	crowdfunding	NOUN
cblr-1724	427	101	in	in	ADP
cblr-1724	427	102	any	any	DET
cblr-1724	427	103	greater	great	ADJ
cblr-1724	427	104	percentage	percentage	NOUN
cblr-1724	427	105	than	than	SCONJ
cblr-1724	427	106	they	they	PRON
cblr-1724	427	107	pursue	pursue	VERB
cblr-1724	427	108	more	more	ADV
cblr-1724	427	109	traditional	traditional	ADJ
cblr-1724	427	110	financing	financing	NOUN
cblr-1724	427	111	options	option	NOUN
cblr-1724	427	112	and	and	CCONJ
cblr-1724	427	113	,	,	PUNCT
cblr-1724	427	114	therefore	therefore	ADV
cblr-1724	427	115	,	,	PUNCT
cblr-1724	427	116	equity	equity	NOUN
cblr-1724	427	117	crowdfunding	crowdfunding	NOUN
cblr-1724	427	118	could	could	AUX
cblr-1724	427	119	have	have	VERB
cblr-1724	427	120	little	little	ADJ
cblr-1724	427	121	actual	actual	ADJ
cblr-1724	427	122	impact	impact	NOUN
cblr-1724	427	123	on	on	ADP
cblr-1724	427	124	wobs	wob	NOUN
cblr-1724	427	125	’	'	PUNCT
cblr-1724	427	126	ability	ability	NOUN
cblr-1724	427	127	to	to	PART
cblr-1724	427	128	secure	secure	VERB
cblr-1724	427	129	financing	financing	NOUN
cblr-1724	427	130	more	more	ADV
cblr-1724	427	131	easily	easily	ADV
cblr-1724	427	132	than	than	ADP
cblr-1724	427	133	through	through	ADP
cblr-1724	427	134	those	those	DET
cblr-1724	427	135	traditional	traditional	ADJ
cblr-1724	427	136	fundraising	fundraising	NOUN
cblr-1724	427	137	pathways.226	pathways.226	NOUN
cblr-1724	427	138	this	this	DET
cblr-1724	427	139	section	section	NOUN
cblr-1724	427	140	details	detail	VERB
cblr-1724	427	141	potential	potential	ADJ
cblr-1724	427	142	solutions	solution	NOUN
cblr-1724	427	143	to	to	ADP
cblr-1724	427	144	the	the	DET
cblr-1724	427	145	problems	problem	NOUN
cblr-1724	427	146	that	that	SCONJ
cblr-1724	427	147	female	female	ADJ
cblr-1724	427	148	entrepreneurs	entrepreneur	NOUN
cblr-1724	427	149	face	face	VERB
cblr-1724	427	150	in	in	ADP
cblr-1724	427	151	attempting	attempt	VERB
cblr-1724	427	152	to	to	PART
cblr-1724	427	153	secure	secure	VERB
cblr-1724	427	154	capital	capital	NOUN
cblr-1724	427	155	.	.	PUNCT
cblr-1724	428	1	specifically	specifically	ADV
cblr-1724	428	2	,	,	PUNCT
cblr-1724	428	3	this	this	DET
cblr-1724	428	4	section	section	NOUN
cblr-1724	428	5	first	first	ADV
cblr-1724	428	6	discusses	discuss	VERB
cblr-1724	428	7	the	the	DET
cblr-1724	428	8	challenges	challenge	NOUN
cblr-1724	428	9	in	in	ADP
cblr-1724	428	10	reporting	report	VERB
cblr-1724	428	11	how	how	SCONJ
cblr-1724	428	12	many	many	ADJ
cblr-1724	428	13	companies	company	NOUN
cblr-1724	428	14	seeking	seek	VERB
cblr-1724	428	15	funding	funding	NOUN
cblr-1724	428	16	are	be	AUX
cblr-1724	428	17	wobs	wob	NOUN
cblr-1724	428	18	and	and	CCONJ
cblr-1724	428	19	suggests	suggest	VERB
cblr-1724	428	20	ways	way	NOUN
cblr-1724	428	21	to	to	PART
cblr-1724	428	22	improve	improve	VERB
cblr-1724	428	23	disclosure	disclosure	NOUN
cblr-1724	428	24	.	.	PUNCT
cblr-1724	429	1	this	this	DET
cblr-1724	429	2	section	section	NOUN
cblr-1724	429	3	then	then	ADV
cblr-1724	429	4	suggests	suggest	VERB
cblr-1724	429	5	that	that	SCONJ
cblr-1724	429	6	the	the	DET
cblr-1724	429	7	sba	sba	PROPN
cblr-1724	429	8	invest	invest	VERB
cblr-1724	429	9	in	in	ADP
cblr-1724	429	10	a	a	DET
cblr-1724	429	11	pilot	pilot	NOUN
cblr-1724	429	12	program	program	NOUN
cblr-1724	429	13	to	to	PART
cblr-1724	429	14	provide	provide	VERB
cblr-1724	429	15	financial	financial	ADJ
cblr-1724	429	16	advisors	advisor	NOUN
cblr-1724	429	17	to	to	PART
cblr-1724	429	18	assist	assist	VERB
cblr-1724	429	19	wobs	wob	NOUN
cblr-1724	429	20	in	in	ADP
cblr-1724	429	21	securing	secure	VERB
cblr-1724	429	22	financing	financing	NOUN
cblr-1724	429	23	,	,	PUNCT
cblr-1724	429	24	and	and	CCONJ
cblr-1724	429	25	finally	finally	ADV
cblr-1724	429	26	discusses	discuss	VERB
cblr-1724	429	27	ways	way	NOUN
cblr-1724	429	28	to	to	PART
cblr-1724	429	29	improve	improve	VERB
cblr-1724	429	30	reporting	report	VERB
cblr-1724	429	31	around	around	ADP
cblr-1724	429	32	female	female	ADJ
cblr-1724	429	33	participation	participation	NOUN
cblr-1724	429	34	,	,	PUNCT
cblr-1724	429	35	retention	retention	NOUN
cblr-1724	429	36	,	,	PUNCT
cblr-1724	429	37	and	and	CCONJ
cblr-1724	429	38	promotion	promotion	NOUN
cblr-1724	429	39	.	.	PUNCT
cblr-1724	430	1	there	there	PRON
cblr-1724	430	2	are	be	VERB
cblr-1724	430	3	several	several	ADJ
cblr-1724	430	4	things	thing	NOUN
cblr-1724	430	5	that	that	PRON
cblr-1724	430	6	could	could	AUX
cblr-1724	430	7	help	help	VERB
cblr-1724	430	8	improve	improve	VERB
cblr-1724	430	9	access	access	NOUN
cblr-1724	430	10	to	to	ADP
cblr-1724	430	11	capital	capital	NOUN
cblr-1724	430	12	for	for	ADP
cblr-1724	430	13	wobs	wob	NOUN
cblr-1724	430	14	.	.	PUNCT
cblr-1724	431	1	first	first	ADV
cblr-1724	431	2	,	,	PUNCT
cblr-1724	431	3	as	as	SCONJ
cblr-1724	431	4	evidenced	evidence	VERB
cblr-1724	431	5	by	by	ADP
cblr-1724	431	6	the	the	DET
cblr-1724	431	7	author	author	NOUN
cblr-1724	431	8	’s	’s	PART
cblr-1724	431	9	own	own	ADJ
cblr-1724	431	10	dataset	dataset	NOUN
cblr-1724	431	11	,	,	PUNCT
cblr-1724	431	12	there	there	PRON
cblr-1724	431	13	is	be	VERB
cblr-1724	431	14	no	no	DET
cblr-1724	431	15	clear	clear	ADJ
cblr-1724	431	16	way	way	NOUN
cblr-1724	431	17	to	to	PART
cblr-1724	431	18	determine	determine	VERB
cblr-1724	431	19	when	when	SCONJ
cblr-1724	431	20	a	a	DET
cblr-1724	431	21	company	company	NOUN
cblr-1724	431	22	attempting	attempt	VERB
cblr-1724	431	23	to	to	PART
cblr-1724	431	24	secure	secure	VERB
cblr-1724	431	25	financing	financing	NOUN
cblr-1724	431	26	is	be	AUX
cblr-1724	431	27	a	a	DET
cblr-1724	431	28	wob	wob	NOUN
cblr-1724	431	29	.	.	PUNCT
cblr-1724	432	1	given	give	VERB
cblr-1724	432	2	the	the	DET
cblr-1724	432	3	government	government	NOUN
cblr-1724	432	4	’s	’s	PART
cblr-1724	432	5	goal	goal	NOUN
cblr-1724	432	6	of	of	ADP
cblr-1724	432	7	assisting	assist	VERB
cblr-1724	432	8	wobs	wob	NOUN
cblr-1724	432	9	in	in	ADP
cblr-1724	432	10	accessing	access	VERB
cblr-1724	432	11	capital	capital	NOUN
cblr-1724	432	12	and	and	CCONJ
cblr-1724	432	13	the	the	DET
cblr-1724	432	14	importance	importance	NOUN
cblr-1724	432	15	of	of	ADP
cblr-1724	432	16	wobs	wob	NOUN
cblr-1724	432	17	to	to	ADP
cblr-1724	432	18	the	the	DET
cblr-1724	432	19	economy	economy	NOUN
cblr-1724	432	20	,	,	PUNCT
cblr-1724	432	21	the	the	DET
cblr-1724	432	22	sec	sec	PROPN
cblr-1724	432	23	should	should	AUX
cblr-1724	432	24	add	add	VERB
cblr-1724	432	25	a	a	DET
cblr-1724	432	26	checkbox	checkbox	NOUN
cblr-1724	432	27	to	to	ADP
cblr-1724	432	28	the	the	DET
cblr-1724	432	29	required	require	VERB
cblr-1724	432	30	portion	portion	NOUN
cblr-1724	432	31	of	of	ADP
cblr-1724	432	32	form	form	NOUN
cblr-1724	432	33	c	c	NOUN
cblr-1724	432	34	that	that	PRON
cblr-1724	432	35	identifies	identify	VERB
cblr-1724	432	36	a	a	DET
cblr-1724	432	37	224	224	NUM
cblr-1724	432	38	see	see	NOUN
cblr-1724	432	39	capital	capital	NOUN
cblr-1724	432	40	raising	raise	VERB
cblr-1724	432	41	online	online	ADV
cblr-1724	432	42	while	while	SCONJ
cblr-1724	432	43	deterring	deter	VERB
cblr-1724	432	44	fraud	fraud	NOUN
cblr-1724	432	45	and	and	CCONJ
cblr-1724	432	46	unethical	unethical	ADJ
cblr-1724	432	47	non	non	ADJ
cblr-1724	432	48	-	-	ADJ
cblr-1724	432	49	disclosure	disclosure	ADJ
cblr-1724	432	50	act	act	NOUN
cblr-1724	432	51	of	of	ADP
cblr-1724	432	52	2012	2012	NUM
cblr-1724	432	53	,	,	PUNCT
cblr-1724	432	54	15	15	NUM
cblr-1724	432	55	u.s.c	u.s.c	NOUN
cblr-1724	432	56	.	.	PUNCT
cblr-1724	433	1	(	(	PUNCT
cblr-1724	433	2	2012	2012	NUM
cblr-1724	433	3	)	)	PUNCT
cblr-1724	433	4	.	.	PUNCT
cblr-1724	434	1	225	225	NUM
cblr-1724	434	2	american	american	ADJ
cblr-1724	434	3	jobs	job	NOUN
cblr-1724	434	4	act	act	PROPN
cblr-1724	434	5	:	:	PUNCT
cblr-1724	435	1	impact	impact	NOUN
cblr-1724	435	2	for	for	ADP
cblr-1724	435	3	women	woman	NOUN
cblr-1724	435	4	,	,	PUNCT
cblr-1724	435	5	supra	supra	PROPN
cblr-1724	435	6	note	note	NOUN
cblr-1724	435	7	3	3	NUM
cblr-1724	435	8	,	,	PUNCT
cblr-1724	435	9	at	at	ADP
cblr-1724	435	10	1	1	NUM
cblr-1724	435	11	,	,	PUNCT
cblr-1724	435	12	2	2	NUM
cblr-1724	435	13	.	.	SYM
cblr-1724	435	14	226	226	NUM
cblr-1724	435	15	see	see	VERB
cblr-1724	435	16	supra	supra	PROPN
cblr-1724	435	17	part	part	PROPN
cblr-1724	435	18	iii	iii	PROPN
cblr-1724	435	19	.	.	PUNCT
cblr-1724	436	1	brandt	brandt	PROPN
cblr-1724	436	2	–	–	PUNCT
cblr-1724	436	3	final	final	ADJ
cblr-1724	436	4	no	no	NOUN
cblr-1724	436	5	.	.	NOUN
cblr-1724	436	6	2:807	2:807	NUM
cblr-1724	436	7	]	]	PUNCT
cblr-1724	436	8	women	woman	NOUN
cblr-1724	436	9	-	-	PUNCT
cblr-1724	436	10	owned	own	VERB
cblr-1724	436	11	businesses	business	NOUN
cblr-1724	436	12	’	'	PUNCT
cblr-1724	436	13	access	access	NOUN
cblr-1724	436	14	to	to	ADP
cblr-1724	436	15	capital	capital	NOUN
cblr-1724	436	16	849	849	NUM
cblr-1724	436	17	company	company	NOUN
cblr-1724	436	18	as	as	ADP
cblr-1724	436	19	a	a	DET
cblr-1724	436	20	wob.227	wob.227	NOUN
cblr-1724	436	21	this	this	PRON
cblr-1724	436	22	would	would	AUX
cblr-1724	436	23	allow	allow	VERB
cblr-1724	436	24	researchers	researcher	NOUN
cblr-1724	436	25	and	and	CCONJ
cblr-1724	436	26	the	the	DET
cblr-1724	436	27	government	government	NOUN
cblr-1724	436	28	to	to	PART
cblr-1724	436	29	track	track	VERB
cblr-1724	436	30	their	their	PRON
cblr-1724	436	31	efforts	effort	NOUN
cblr-1724	436	32	to	to	PART
cblr-1724	436	33	increase	increase	VERB
cblr-1724	436	34	wobs	wobs	ADJ
cblr-1724	436	35	’	'	PUNCT
cblr-1724	436	36	access	access	NOUN
cblr-1724	436	37	to	to	ADP
cblr-1724	436	38	capital	capital	NOUN
cblr-1724	436	39	through	through	ADP
cblr-1724	436	40	measurement	measurement	NOUN
cblr-1724	436	41	of	of	ADP
cblr-1724	436	42	how	how	SCONJ
cblr-1724	436	43	often	often	ADV
cblr-1724	436	44	wobs	wobs	AUX
cblr-1724	436	45	seek	seek	VERB
cblr-1724	436	46	capital	capital	NOUN
cblr-1724	436	47	,	,	PUNCT
cblr-1724	436	48	as	as	ADV
cblr-1724	436	49	well	well	ADV
cblr-1724	436	50	as	as	ADP
cblr-1724	436	51	how	how	SCONJ
cblr-1724	436	52	often	often	ADV
cblr-1724	436	53	their	their	PRON
cblr-1724	436	54	fundraising	fundraising	NOUN
cblr-1724	436	55	goals	goal	NOUN
cblr-1724	436	56	are	be	AUX
cblr-1724	436	57	ultimately	ultimately	ADV
cblr-1724	436	58	successful	successful	ADJ
cblr-1724	436	59	.	.	PUNCT
cblr-1724	437	1	as	as	SCONJ
cblr-1724	437	2	justice	justice	PROPN
cblr-1724	437	3	brandeis	brandeis	PROPN
cblr-1724	437	4	said	say	VERB
cblr-1724	437	5	,	,	PUNCT
cblr-1724	437	6	“	"	PUNCT
cblr-1724	437	7	[	[	X
cblr-1724	437	8	s]unlight	s]unlight	NOUN
cblr-1724	437	9	is	be	AUX
cblr-1724	437	10	said	say	VERB
cblr-1724	437	11	to	to	PART
cblr-1724	437	12	be	be	AUX
cblr-1724	437	13	the	the	DET
cblr-1724	437	14	best	good	ADJ
cblr-1724	437	15	of	of	ADP
cblr-1724	437	16	disinfectants	disinfectant	NOUN
cblr-1724	437	17	.	.	PUNCT
cblr-1724	438	1	”228	”228	VERB
cblr-1724	438	2	given	give	VERB
cblr-1724	438	3	the	the	DET
cblr-1724	438	4	government	government	NOUN
cblr-1724	438	5	’s	’s	PART
cblr-1724	438	6	long	long	ADV
cblr-1724	438	7	-	-	PUNCT
cblr-1724	438	8	standing	stand	VERB
cblr-1724	438	9	challenges	challenge	NOUN
cblr-1724	438	10	in	in	ADP
cblr-1724	438	11	meeting	meet	VERB
cblr-1724	438	12	its	its	PRON
cblr-1724	438	13	goals	goal	NOUN
cblr-1724	438	14	with	with	ADP
cblr-1724	438	15	respect	respect	NOUN
cblr-1724	438	16	to	to	ADP
cblr-1724	438	17	wobs	wobs	PROPN
cblr-1724	438	18	,	,	PUNCT
cblr-1724	438	19	clear	clear	ADJ
cblr-1724	438	20	indicators	indicator	NOUN
cblr-1724	438	21	and	and	CCONJ
cblr-1724	438	22	metrics	metric	NOUN
cblr-1724	438	23	should	should	AUX
cblr-1724	438	24	exist	exist	VERB
cblr-1724	438	25	for	for	ADP
cblr-1724	438	26	tracking	track	VERB
cblr-1724	438	27	progress	progress	NOUN
cblr-1724	438	28	towards	towards	ADP
cblr-1724	438	29	those	those	DET
cblr-1724	438	30	goals	goal	NOUN
cblr-1724	438	31	and	and	CCONJ
cblr-1724	438	32	determining	determine	VERB
cblr-1724	438	33	the	the	DET
cblr-1724	438	34	success	success	NOUN
cblr-1724	438	35	of	of	ADP
cblr-1724	438	36	certain	certain	ADJ
cblr-1724	438	37	initiatives.229	initiatives.229	NOUN
cblr-1724	438	38	currently	currently	ADV
cblr-1724	438	39	,	,	PUNCT
cblr-1724	438	40	accurately	accurately	ADV
cblr-1724	438	41	tracking	track	VERB
cblr-1724	438	42	how	how	SCONJ
cblr-1724	438	43	many	many	ADJ
cblr-1724	438	44	wobs	wob	NOUN
cblr-1724	438	45	are	be	AUX
cblr-1724	438	46	accessing	access	VERB
cblr-1724	438	47	capital	capital	NOUN
cblr-1724	438	48	is	be	AUX
cblr-1724	438	49	a	a	DET
cblr-1724	438	50	relatively	relatively	ADV
cblr-1724	438	51	inaccurate	inaccurate	ADJ
cblr-1724	438	52	art	art	NOUN
cblr-1724	438	53	form	form	NOUN
cblr-1724	438	54	.	.	PUNCT
cblr-1724	439	1	for	for	ADP
cblr-1724	439	2	instance	instance	NOUN
cblr-1724	439	3	,	,	PUNCT
cblr-1724	439	4	based	base	VERB
cblr-1724	439	5	on	on	ADP
cblr-1724	439	6	the	the	DET
cblr-1724	439	7	author	author	NOUN
cblr-1724	439	8	’s	’s	PART
cblr-1724	439	9	dataset	dataset	NOUN
cblr-1724	439	10	,	,	PUNCT
cblr-1724	439	11	over	over	ADP
cblr-1724	439	12	30	30	NUM
cblr-1724	439	13	%	%	NOUN
cblr-1724	439	14	of	of	ADP
cblr-1724	439	15	the	the	DET
cblr-1724	439	16	companies	company	NOUN
cblr-1724	439	17	that	that	PRON
cblr-1724	439	18	filed	file	VERB
cblr-1724	439	19	a	a	DET
cblr-1724	439	20	form	form	NOUN
cblr-1724	439	21	c	c	NOUN
cblr-1724	439	22	are	be	AUX
cblr-1724	439	23	neither	neither	CCONJ
cblr-1724	439	24	conclusively	conclusively	ADV
cblr-1724	439	25	wobs	wob	NOUN
cblr-1724	439	26	nor	nor	CCONJ
cblr-1724	439	27	conclusively	conclusively	ADV
cblr-1724	439	28	not	not	PART
cblr-1724	439	29	wobs	wobs	ADJ
cblr-1724	439	30	.	.	PUNCT
cblr-1724	440	1	stated	state	VERB
cblr-1724	440	2	differently	differently	ADV
cblr-1724	440	3	,	,	PUNCT
cblr-1724	440	4	a	a	DET
cblr-1724	440	5	company	company	NOUN
cblr-1724	440	6	was	be	AUX
cblr-1724	440	7	more	more	ADJ
cblr-1724	440	8	than	than	ADP
cblr-1724	440	9	three	three	NUM
cblr-1724	440	10	and	and	CCONJ
cblr-1724	440	11	a	a	DET
cblr-1724	440	12	half	half	NOUN
cblr-1724	440	13	times	time	NOUN
cblr-1724	440	14	as	as	ADV
cblr-1724	440	15	likely	likely	ADJ
cblr-1724	440	16	to	to	PART
cblr-1724	440	17	have	have	VERB
cblr-1724	440	18	inconclusive	inconclusive	ADJ
cblr-1724	440	19	ownership	ownership	NOUN
cblr-1724	440	20	than	than	SCONJ
cblr-1724	440	21	to	to	PART
cblr-1724	440	22	be	be	AUX
cblr-1724	440	23	conclusively	conclusively	ADV
cblr-1724	440	24	a	a	DET
cblr-1724	440	25	wob	wob	NOUN
cblr-1724	440	26	.	.	PUNCT
cblr-1724	441	1	this	this	DET
cblr-1724	441	2	lack	lack	NOUN
cblr-1724	441	3	of	of	ADP
cblr-1724	441	4	tracking	tracking	NOUN
cblr-1724	441	5	inhibits	inhibit	VERB
cblr-1724	441	6	research	research	NOUN
cblr-1724	441	7	on	on	ADP
cblr-1724	441	8	whether	whether	SCONJ
cblr-1724	441	9	and	and	CCONJ
cblr-1724	441	10	how	how	SCONJ
cblr-1724	441	11	the	the	DET
cblr-1724	441	12	government	government	NOUN
cblr-1724	441	13	’s	’s	PART
cblr-1724	441	14	efforts	effort	NOUN
cblr-1724	441	15	to	to	PART
cblr-1724	441	16	increase	increase	VERB
cblr-1724	441	17	capital	capital	NOUN
cblr-1724	441	18	to	to	ADP
cblr-1724	441	19	wobs	wob	NOUN
cblr-1724	441	20	are	be	AUX
cblr-1724	441	21	successful	successful	ADJ
cblr-1724	441	22	.	.	PUNCT
cblr-1724	442	1	form	form	NOUN
cblr-1724	442	2	c	c	PROPN
cblr-1724	442	3	is	be	AUX
cblr-1724	442	4	minimalist	minimalist	ADJ
cblr-1724	442	5	in	in	ADP
cblr-1724	442	6	its	its	PRON
cblr-1724	442	7	required	require	VERB
cblr-1724	442	8	disclosures	disclosure	NOUN
cblr-1724	442	9	in	in	ADP
cblr-1724	442	10	order	order	NOUN
cblr-1724	442	11	to	to	PART
cblr-1724	442	12	reduce	reduce	VERB
cblr-1724	442	13	the	the	DET
cblr-1724	442	14	disclosure	disclosure	NOUN
cblr-1724	442	15	costs	cost	NOUN
cblr-1724	442	16	of	of	ADP
cblr-1724	442	17	participating	participate	VERB
cblr-1724	442	18	in	in	ADP
cblr-1724	442	19	equity	equity	NOUN
cblr-1724	442	20	crowdfunding.230	crowdfunding.230	PROPN
cblr-1724	442	21	critics	critic	NOUN
cblr-1724	442	22	may	may	AUX
cblr-1724	442	23	claim	claim	VERB
cblr-1724	442	24	that	that	SCONJ
cblr-1724	442	25	any	any	DET
cblr-1724	442	26	addition	addition	NOUN
cblr-1724	442	27	to	to	ADP
cblr-1724	442	28	the	the	DET
cblr-1724	442	29	required	require	VERB
cblr-1724	442	30	disclosures	disclosure	NOUN
cblr-1724	442	31	increases	increase	VERB
cblr-1724	442	32	reporting	report	VERB
cblr-1724	442	33	costs	cost	NOUN
cblr-1724	442	34	and	and	CCONJ
cblr-1724	442	35	,	,	PUNCT
cblr-1724	442	36	therefore	therefore	ADV
cblr-1724	442	37	,	,	PUNCT
cblr-1724	442	38	the	the	DET
cblr-1724	442	39	cost	cost	NOUN
cblr-1724	442	40	of	of	ADP
cblr-1724	442	41	equity	equity	NOUN
cblr-1724	442	42	crowdfunding	crowdfunde	VERB
cblr-1724	442	43	itself	itself	PRON
cblr-1724	442	44	,	,	PUNCT
cblr-1724	442	45	working	work	VERB
cblr-1724	442	46	directly	directly	ADV
cblr-1724	442	47	against	against	ADP
cblr-1724	442	48	the	the	DET
cblr-1724	442	49	overall	overall	ADJ
cblr-1724	442	50	goals	goal	NOUN
cblr-1724	442	51	of	of	ADP
cblr-1724	442	52	the	the	DET
cblr-1724	442	53	crowdfund	crowdfund	PROPN
cblr-1724	442	54	act	act	PROPN
cblr-1724	442	55	itself.231	itself.231	PROPN
cblr-1724	442	56	however	however	ADV
cblr-1724	442	57	,	,	PUNCT
cblr-1724	442	58	a	a	DET
cblr-1724	442	59	simple	simple	ADJ
cblr-1724	442	60	checkbox	checkbox	NOUN
cblr-1724	442	61	should	should	AUX
cblr-1724	442	62	not	not	PART
cblr-1724	442	63	increase	increase	VERB
cblr-1724	442	64	the	the	DET
cblr-1724	442	65	cost	cost	NOUN
cblr-1724	442	66	or	or	CCONJ
cblr-1724	442	67	time	time	NOUN
cblr-1724	442	68	required	require	VERB
cblr-1724	442	69	to	to	PART
cblr-1724	442	70	fulfill	fulfill	VERB
cblr-1724	442	71	the	the	DET
cblr-1724	442	72	required	require	VERB
cblr-1724	442	73	disclosures	disclosure	NOUN
cblr-1724	442	74	,	,	PUNCT
cblr-1724	442	75	and	and	CCONJ
cblr-1724	442	76	equity	equity	NOUN
cblr-1724	442	77	issuers	issuer	NOUN
cblr-1724	442	78	are	be	AUX
cblr-1724	442	79	in	in	ADP
cblr-1724	442	80	the	the	DET
cblr-1724	442	81	best	good	ADJ
cblr-1724	442	82	position	position	NOUN
cblr-1724	442	83	to	to	PART
cblr-1724	442	84	provide	provide	VERB
cblr-1724	442	85	such	such	ADJ
cblr-1724	442	86	information	information	NOUN
cblr-1724	442	87	.	.	PUNCT
cblr-1724	443	1	227	227	NUM
cblr-1724	443	2	see	see	VERB
cblr-1724	443	3	supra	supra	PROPN
cblr-1724	443	4	section	section	PROPN
cblr-1724	443	5	ii.a	ii.a	NOUN
cblr-1724	443	6	for	for	ADP
cblr-1724	443	7	a	a	DET
cblr-1724	443	8	discussion	discussion	NOUN
cblr-1724	443	9	of	of	ADP
cblr-1724	443	10	the	the	DET
cblr-1724	443	11	government	government	NOUN
cblr-1724	443	12	’s	’s	PART
cblr-1724	443	13	goal	goal	NOUN
cblr-1724	443	14	of	of	ADP
cblr-1724	443	15	supporting	support	VERB
cblr-1724	443	16	wobs	wob	NOUN
cblr-1724	443	17	and	and	CCONJ
cblr-1724	443	18	wobs	wobs	ADJ
cblr-1724	443	19	’	'	PUNCT
cblr-1724	443	20	importance	importance	NOUN
cblr-1724	443	21	to	to	ADP
cblr-1724	443	22	the	the	DET
cblr-1724	443	23	economy	economy	NOUN
cblr-1724	443	24	.	.	PUNCT
cblr-1724	444	1	228	228	NUM
cblr-1724	444	2	louis	louis	PROPN
cblr-1724	444	3	d.	d.	PROPN
cblr-1724	444	4	brandeis	brandeis	PROPN
cblr-1724	444	5	,	,	PUNCT
cblr-1724	444	6	other	other	ADJ
cblr-1724	444	7	people	people	NOUN
cblr-1724	444	8	’s	’s	PART
cblr-1724	444	9	money	money	NOUN
cblr-1724	444	10	and	and	CCONJ
cblr-1724	444	11	how	how	SCONJ
cblr-1724	444	12	the	the	DET
cblr-1724	444	13	bankers	banker	NOUN
cblr-1724	444	14	use	use	VERB
cblr-1724	444	15	it	it	PRON
cblr-1724	444	16	92	92	NUM
cblr-1724	444	17	(	(	PUNCT
cblr-1724	444	18	1932	1932	NUM
cblr-1724	444	19	)	)	PUNCT
cblr-1724	444	20	.	.	PUNCT
cblr-1724	445	1	229	229	NUM
cblr-1724	445	2	see	see	VERB
cblr-1724	445	3	supra	supra	PROPN
cblr-1724	445	4	section	section	PROPN
cblr-1724	445	5	ii.a	ii.a	PROPN
cblr-1724	445	6	.	.	PUNCT
cblr-1724	446	1	for	for	ADP
cblr-1724	446	2	a	a	DET
cblr-1724	446	3	discussion	discussion	NOUN
cblr-1724	446	4	of	of	ADP
cblr-1724	446	5	the	the	DET
cblr-1724	446	6	difference	difference	NOUN
cblr-1724	446	7	between	between	ADP
cblr-1724	446	8	metrics	metric	NOUN
cblr-1724	446	9	,	,	PUNCT
cblr-1724	446	10	indicators	indicator	NOUN
cblr-1724	446	11	,	,	PUNCT
cblr-1724	446	12	and	and	CCONJ
cblr-1724	446	13	measures	measure	NOUN
cblr-1724	446	14	,	,	PUNCT
cblr-1724	446	15	as	as	ADV
cblr-1724	446	16	well	well	ADV
cblr-1724	446	17	as	as	ADP
cblr-1724	446	18	a	a	DET
cblr-1724	446	19	discussion	discussion	NOUN
cblr-1724	446	20	about	about	ADP
cblr-1724	446	21	the	the	DET
cblr-1724	446	22	challenges	challenge	NOUN
cblr-1724	446	23	of	of	ADP
cblr-1724	446	24	each	each	PRON
cblr-1724	446	25	,	,	PUNCT
cblr-1724	446	26	see	see	VERB
cblr-1724	446	27	alexandra	alexandra	PROPN
cblr-1724	446	28	r.	r.	PROPN
cblr-1724	446	29	leumer	leumer	PROPN
cblr-1724	446	30	,	,	PUNCT
cblr-1724	446	31	climate	climate	NOUN
cblr-1724	446	32	resilience	resilience	NOUN
cblr-1724	446	33	metrics	metric	NOUN
cblr-1724	446	34	—	—	PUNCT
cblr-1724	446	35	putting	put	VERB
cblr-1724	446	36	them	they	PRON
cblr-1724	446	37	to	to	PART
cblr-1724	446	38	work	work	VERB
cblr-1724	446	39	in	in	ADP
cblr-1724	446	40	california	california	PROPN
cblr-1724	446	41	,	,	PUNCT
cblr-1724	446	42	9	9	NUM
cblr-1724	446	43	golden	golden	PROPN
cblr-1724	446	44	gate	gate	PROPN
cblr-1724	446	45	u.	u.	PROPN
cblr-1724	446	46	envtl	envtl	PROPN
cblr-1724	446	47	.	.	PUNCT
cblr-1724	447	1	l.j	l.j	PROPN
cblr-1724	447	2	.	.	PROPN
cblr-1724	447	3	195	195	NUM
cblr-1724	447	4	(	(	PUNCT
cblr-1724	447	5	2016	2016	NUM
cblr-1724	447	6	)	)	PUNCT
cblr-1724	447	7	.	.	PUNCT
cblr-1724	448	1	230	230	NUM
cblr-1724	448	2	see	see	VERB
cblr-1724	448	3	supra	supra	PROPN
cblr-1724	448	4	test	test	NOUN
cblr-1724	448	5	accompanying	accompany	VERB
cblr-1724	448	6	notes	note	NOUN
cblr-1724	448	7	158	158	NUM
cblr-1724	448	8	,	,	PUNCT
cblr-1724	448	9	166–69	166–69	NUM
cblr-1724	448	10	.	.	NOUN
cblr-1724	448	11	231	231	NUM
cblr-1724	448	12	see	see	VERB
cblr-1724	448	13	capital	capital	NOUN
cblr-1724	448	14	raising	raise	VERB
cblr-1724	448	15	online	online	ADV
cblr-1724	448	16	while	while	SCONJ
cblr-1724	448	17	deterring	deter	VERB
cblr-1724	448	18	fraud	fraud	NOUN
cblr-1724	448	19	and	and	CCONJ
cblr-1724	448	20	unethical	unethical	ADJ
cblr-1724	448	21	non	non	ADJ
cblr-1724	448	22	-	-	ADJ
cblr-1724	448	23	disclosure	disclosure	ADJ
cblr-1724	448	24	act	act	NOUN
cblr-1724	448	25	of	of	ADP
cblr-1724	448	26	2012	2012	NUM
cblr-1724	448	27	,	,	PUNCT
cblr-1724	448	28	15	15	NUM
cblr-1724	448	29	u.s.c	u.s.c	NOUN
cblr-1724	448	30	.	.	PUNCT
cblr-1724	449	1	(	(	PUNCT
cblr-1724	449	2	2012	2012	NUM
cblr-1724	449	3	)	)	PUNCT
cblr-1724	449	4	.	.	PUNCT
cblr-1724	450	1	brandt	brandt	PROPN
cblr-1724	450	2	–	–	PUNCT
cblr-1724	450	3	final	final	ADJ
cblr-1724	450	4	850	850	NUM
cblr-1724	450	5	columbia	columbia	PROPN
cblr-1724	450	6	business	business	NOUN
cblr-1724	450	7	law	law	PROPN
cblr-1724	450	8	review	review	NOUN
cblr-1724	450	9	[	[	X
cblr-1724	450	10	vol	vol	NOUN
cblr-1724	450	11	.	.	NOUN
cblr-1724	450	12	2017	2017	NUM
cblr-1724	450	13	when	when	SCONJ
cblr-1724	450	14	a	a	DET
cblr-1724	450	15	company	company	NOUN
cblr-1724	450	16	or	or	CCONJ
cblr-1724	450	17	government	government	NOUN
cblr-1724	450	18	wishes	wish	VERB
cblr-1724	450	19	to	to	PART
cblr-1724	450	20	improve	improve	VERB
cblr-1724	450	21	some	some	DET
cblr-1724	450	22	metric	metric	NOUN
cblr-1724	450	23	,	,	PUNCT
cblr-1724	450	24	the	the	DET
cblr-1724	450	25	best	good	ADJ
cblr-1724	450	26	first	first	ADJ
cblr-1724	450	27	step	step	NOUN
cblr-1724	450	28	is	be	AUX
cblr-1724	450	29	always	always	ADV
cblr-1724	450	30	to	to	PART
cblr-1724	450	31	track	track	VERB
cblr-1724	450	32	that	that	DET
cblr-1724	450	33	metric	metric	ADJ
cblr-1724	450	34	;	;	PUNCT
cblr-1724	450	35	if	if	SCONJ
cblr-1724	450	36	the	the	DET
cblr-1724	450	37	government	government	NOUN
cblr-1724	450	38	truly	truly	ADV
cblr-1724	450	39	wishes	wish	VERB
cblr-1724	450	40	to	to	PART
cblr-1724	450	41	increase	increase	VERB
cblr-1724	450	42	wobs	wobs	ADJ
cblr-1724	450	43	’	'	PUNCT
cblr-1724	450	44	access	access	NOUN
cblr-1724	450	45	to	to	ADP
cblr-1724	450	46	capital	capital	NOUN
cblr-1724	450	47	,	,	PUNCT
cblr-1724	450	48	their	their	PRON
cblr-1724	450	49	first	first	ADJ
cblr-1724	450	50	step	step	NOUN
cblr-1724	450	51	should	should	AUX
cblr-1724	450	52	be	be	AUX
cblr-1724	450	53	at	at	ADP
cblr-1724	450	54	least	least	ADJ
cblr-1724	450	55	allowing	allow	VERB
cblr-1724	450	56	researchers	researcher	NOUN
cblr-1724	450	57	to	to	PART
cblr-1724	450	58	track	track	VERB
cblr-1724	450	59	their	their	PRON
cblr-1724	450	60	progress	progress	NOUN
cblr-1724	450	61	through	through	ADP
cblr-1724	450	62	a	a	DET
cblr-1724	450	63	very	very	ADV
cblr-1724	450	64	simple	simple	ADJ
cblr-1724	450	65	and	and	CCONJ
cblr-1724	450	66	nearly	nearly	ADV
cblr-1724	450	67	costless	costless	ADJ
cblr-1724	450	68	disclosure	disclosure	NOUN
cblr-1724	450	69	mechanism	mechanism	NOUN
cblr-1724	450	70	.	.	PUNCT
cblr-1724	451	1	additionally	additionally	ADV
cblr-1724	451	2	,	,	PUNCT
cblr-1724	451	3	as	as	SCONJ
cblr-1724	451	4	discussed	discuss	VERB
cblr-1724	451	5	above	above	ADV
cblr-1724	451	6	,	,	PUNCT
cblr-1724	451	7	women	woman	NOUN
cblr-1724	451	8	are	be	AUX
cblr-1724	451	9	less	less	ADV
cblr-1724	451	10	likely	likely	ADJ
cblr-1724	451	11	to	to	PART
cblr-1724	451	12	ask	ask	VERB
cblr-1724	451	13	for	for	ADP
cblr-1724	451	14	capital	capital	NOUN
cblr-1724	451	15	and	and	CCONJ
cblr-1724	451	16	,	,	PUNCT
cblr-1724	451	17	when	when	SCONJ
cblr-1724	451	18	they	they	PRON
cblr-1724	451	19	do	do	VERB
cblr-1724	451	20	,	,	PUNCT
cblr-1724	451	21	are	be	AUX
cblr-1724	451	22	more	more	ADV
cblr-1724	451	23	likely	likely	ADJ
cblr-1724	451	24	to	to	PART
cblr-1724	451	25	ask	ask	VERB
cblr-1724	451	26	for	for	ADP
cblr-1724	451	27	less	less	ADJ
cblr-1724	451	28	than	than	SCONJ
cblr-1724	451	29	they	they	PRON
cblr-1724	451	30	realistically	realistically	ADV
cblr-1724	451	31	need	need	VERB
cblr-1724	451	32	for	for	ADP
cblr-1724	451	33	their	their	PRON
cblr-1724	451	34	business.232	business.232	NOUN
cblr-1724	451	35	this	this	PRON
cblr-1724	451	36	restricts	restrict	VERB
cblr-1724	451	37	the	the	DET
cblr-1724	451	38	growth	growth	NOUN
cblr-1724	451	39	potential	potential	NOUN
cblr-1724	451	40	of	of	ADP
cblr-1724	451	41	wobs	wob	NOUN
cblr-1724	451	42	and	and	CCONJ
cblr-1724	451	43	can	can	AUX
cblr-1724	451	44	reduce	reduce	VERB
cblr-1724	451	45	the	the	DET
cblr-1724	451	46	chances	chance	NOUN
cblr-1724	451	47	of	of	ADP
cblr-1724	451	48	the	the	DET
cblr-1724	451	49	business	business	NOUN
cblr-1724	451	50	’	'	PUNCT
cblr-1724	451	51	continuation.233	continuation.233	NOUN
cblr-1724	451	52	the	the	DET
cblr-1724	451	53	sba	sba	PROPN
cblr-1724	451	54	should	should	AUX
cblr-1724	451	55	create	create	VERB
cblr-1724	451	56	a	a	DET
cblr-1724	451	57	pilot	pilot	NOUN
cblr-1724	451	58	program	program	NOUN
cblr-1724	451	59	to	to	PART
cblr-1724	451	60	test	test	VERB
cblr-1724	451	61	the	the	DET
cblr-1724	451	62	efficacy	efficacy	NOUN
cblr-1724	451	63	of	of	ADP
cblr-1724	451	64	providing	provide	VERB
cblr-1724	451	65	professional	professional	ADJ
cblr-1724	451	66	financial	financial	ADJ
cblr-1724	451	67	advisors	advisor	NOUN
cblr-1724	451	68	for	for	ADP
cblr-1724	451	69	wobs	wob	NOUN
cblr-1724	451	70	through	through	ADP
cblr-1724	451	71	the	the	DET
cblr-1724	451	72	existing	exist	VERB
cblr-1724	451	73	network	network	NOUN
cblr-1724	451	74	of	of	ADP
cblr-1724	451	75	over	over	ADP
cblr-1724	451	76	100	100	NUM
cblr-1724	451	77	women	woman	NOUN
cblr-1724	451	78	’s	’s	PART
cblr-1724	451	79	business	business	NOUN
cblr-1724	451	80	centers.234	centers.234	ADP
cblr-1724	451	81	the	the	DET
cblr-1724	451	82	government	government	NOUN
cblr-1724	451	83	should	should	AUX
cblr-1724	451	84	arm	arm	VERB
cblr-1724	451	85	these	these	DET
cblr-1724	451	86	financial	financial	ADJ
cblr-1724	451	87	advisors	advisor	NOUN
cblr-1724	451	88	with	with	ADP
cblr-1724	451	89	guidelines	guideline	NOUN
cblr-1724	451	90	for	for	ADP
cblr-1724	451	91	the	the	DET
cblr-1724	451	92	capital	capital	NOUN
cblr-1724	451	93	needs	need	NOUN
cblr-1724	451	94	of	of	ADP
cblr-1724	451	95	businesses	business	NOUN
cblr-1724	451	96	in	in	ADP
cblr-1724	451	97	common	common	ADJ
cblr-1724	451	98	industries	industry	NOUN
cblr-1724	451	99	as	as	ADV
cblr-1724	451	100	well	well	ADV
cblr-1724	451	101	as	as	ADP
cblr-1724	451	102	information	information	NOUN
cblr-1724	451	103	regarding	regard	VERB
cblr-1724	451	104	the	the	DET
cblr-1724	451	105	dangers	danger	NOUN
cblr-1724	451	106	of	of	ADP
cblr-1724	451	107	under	under	NOUN
cblr-1724	451	108	-	-	PUNCT
cblr-1724	451	109	capitalization	capitalization	NOUN
cblr-1724	451	110	for	for	ADP
cblr-1724	451	111	new	new	ADJ
cblr-1724	451	112	firms.235	firms.235	PRON
cblr-1724	451	113	financial	financial	ADJ
cblr-1724	451	114	advisors	advisor	NOUN
cblr-1724	451	115	should	should	AUX
cblr-1724	451	116	be	be	AUX
cblr-1724	451	117	available	available	ADJ
cblr-1724	451	118	to	to	PART
cblr-1724	451	119	assist	assist	VERB
cblr-1724	451	120	in	in	ADP
cblr-1724	451	121	the	the	DET
cblr-1724	451	122	loan	loan	NOUN
cblr-1724	451	123	process	process	NOUN
cblr-1724	451	124	as	as	ADV
cblr-1724	451	125	well	well	ADV
cblr-1724	451	126	as	as	ADP
cblr-1724	451	127	provide	provide	VERB
cblr-1724	451	128	information	information	NOUN
cblr-1724	451	129	about	about	ADP
cblr-1724	451	130	raising	raise	VERB
cblr-1724	451	131	capital	capital	NOUN
cblr-1724	451	132	through	through	ADP
cblr-1724	451	133	equity	equity	NOUN
cblr-1724	451	134	securities	security	NOUN
cblr-1724	451	135	,	,	PUNCT
cblr-1724	451	136	regulation	regulation	NOUN
cblr-1724	451	137	crowdfunding	crowdfunding	NOUN
cblr-1724	451	138	,	,	PUNCT
cblr-1724	451	139	and	and	CCONJ
cblr-1724	451	140	traditional	traditional	ADJ
cblr-1724	451	141	angel	angel	NOUN
cblr-1724	451	142	investing	investing	NOUN
cblr-1724	451	143	or	or	CCONJ
cblr-1724	451	144	venture	venture	NOUN
cblr-1724	451	145	capital	capital	NOUN
cblr-1724	451	146	.	.	PUNCT
cblr-1724	452	1	the	the	DET
cblr-1724	452	2	government	government	NOUN
cblr-1724	452	3	should	should	AUX
cblr-1724	452	4	ensure	ensure	VERB
cblr-1724	452	5	that	that	SCONJ
cblr-1724	452	6	these	these	DET
cblr-1724	452	7	financial	financial	ADJ
cblr-1724	452	8	advisors	advisor	NOUN
cblr-1724	452	9	are	be	AUX
cblr-1724	452	10	well	well	ADV
cblr-1724	452	11	versed	verse	VERB
cblr-1724	452	12	in	in	ADP
cblr-1724	452	13	the	the	DET
cblr-1724	452	14	crowdfund	crowdfund	NOUN
cblr-1724	452	15	act	act	NOUN
cblr-1724	452	16	as	as	ADV
cblr-1724	452	17	well	well	ADV
cblr-1724	452	18	as	as	ADP
cblr-1724	452	19	other	other	ADJ
cblr-1724	452	20	options	option	NOUN
cblr-1724	452	21	that	that	PRON
cblr-1724	452	22	female	female	ADJ
cblr-1724	452	23	entrepreneurs	entrepreneur	NOUN
cblr-1724	452	24	have	have	VERB
cblr-1724	452	25	for	for	ADP
cblr-1724	452	26	raising	raise	VERB
cblr-1724	452	27	equity	equity	NOUN
cblr-1724	452	28	investments	investment	NOUN
cblr-1724	452	29	.	.	PUNCT
cblr-1724	453	1	women	woman	NOUN
cblr-1724	453	2	’s	’s	PART
cblr-1724	453	3	business	business	NOUN
cblr-1724	453	4	centers	center	NOUN
cblr-1724	453	5	should	should	AUX
cblr-1724	453	6	seek	seek	VERB
cblr-1724	453	7	to	to	PART
cblr-1724	453	8	create	create	VERB
cblr-1724	453	9	partnerships	partnership	NOUN
cblr-1724	453	10	and	and	CCONJ
cblr-1724	453	11	connections	connection	NOUN
cblr-1724	453	12	with	with	ADP
cblr-1724	453	13	local	local	ADJ
cblr-1724	453	14	venture	venture	NOUN
cblr-1724	453	15	capitalists	capitalist	NOUN
cblr-1724	453	16	and	and	CCONJ
cblr-1724	453	17	should	should	AUX
cblr-1724	453	18	seek	seek	VERB
cblr-1724	453	19	to	to	PART
cblr-1724	453	20	include	include	VERB
cblr-1724	453	21	those	those	DET
cblr-1724	453	22	venture	venture	NOUN
cblr-1724	453	23	capitalists	capitalist	NOUN
cblr-1724	453	24	and	and	CCONJ
cblr-1724	453	25	angel	angel	NOUN
cblr-1724	453	26	investors	investor	NOUN
cblr-1724	453	27	as	as	ADP
cblr-1724	453	28	potential	potential	ADJ
cblr-1724	453	29	advisors	advisor	NOUN
cblr-1724	453	30	and	and	CCONJ
cblr-1724	453	31	mentors	mentor	NOUN
cblr-1724	453	32	for	for	ADP
cblr-1724	453	33	wobs	wob	NOUN
cblr-1724	453	34	that	that	PRON
cblr-1724	453	35	come	come	AUX
cblr-1724	453	36	looking	look	VERB
cblr-1724	453	37	for	for	ADP
cblr-1724	453	38	advice	advice	NOUN
cblr-1724	453	39	on	on	ADP
cblr-1724	453	40	growing	grow	VERB
cblr-1724	453	41	their	their	PRON
cblr-1724	453	42	businesses	business	NOUN
cblr-1724	453	43	.	.	PUNCT
cblr-1724	454	1	given	give	VERB
cblr-1724	454	2	the	the	DET
cblr-1724	454	3	importance	importance	NOUN
cblr-1724	454	4	of	of	ADP
cblr-1724	454	5	networking	networking	NOUN
cblr-1724	454	6	,	,	PUNCT
cblr-1724	454	7	the	the	DET
cblr-1724	454	8	women	woman	NOUN
cblr-1724	454	9	’s	’s	PART
cblr-1724	454	10	business	business	NOUN
cblr-1724	454	11	centers	center	NOUN
cblr-1724	454	12	should	should	AUX
cblr-1724	454	13	strive	strive	VERB
cblr-1724	454	14	to	to	PART
cblr-1724	454	15	develop	develop	VERB
cblr-1724	454	16	themselves	themselves	PRON
cblr-1724	454	17	as	as	ADP
cblr-1724	454	18	communities	community	NOUN
cblr-1724	454	19	of	of	ADP
cblr-1724	454	20	female	female	ADJ
cblr-1724	454	21	entrepreneurs	entrepreneur	NOUN
cblr-1724	454	22	that	that	SCONJ
cblr-1724	454	23	232	232	NUM
cblr-1724	454	24	see	see	VERB
cblr-1724	454	25	supra	supra	ADJ
cblr-1724	454	26	text	text	NOUN
cblr-1724	454	27	accompanying	accompanying	ADJ
cblr-1724	454	28	notes	note	NOUN
cblr-1724	454	29	104–07	104–07	NUM
cblr-1724	454	30	.	.	PUNCT
cblr-1724	455	1	233	233	NUM
cblr-1724	456	1	i	i	PRON
cblr-1724	456	2	d.	d.	PROPN
cblr-1724	456	3	234	234	NUM
cblr-1724	456	4	women	woman	NOUN
cblr-1724	456	5	’s	’s	PART
cblr-1724	456	6	business	business	NOUN
cblr-1724	456	7	center	center	NOUN
cblr-1724	456	8	,	,	PUNCT
cblr-1724	456	9	small	small	ADJ
cblr-1724	456	10	business	business	NOUN
cblr-1724	456	11	association	association	NOUN
cblr-1724	456	12	,	,	PUNCT
cblr-1724	456	13	https://www.sba.gov/tools/local-assistance/wbc	https://www.sba.gov/tools/local-assistance/wbc	PROPN
cblr-1724	456	14	[	[	X
cblr-1724	456	15	https://perma.cc/9eq59ww7	https://perma.cc/9eq59ww7	X
cblr-1724	456	16	]	]	X
cblr-1724	456	17	(	(	PUNCT
cblr-1724	456	18	last	last	ADV
cblr-1724	456	19	visited	visit	VERB
cblr-1724	456	20	june	june	PROPN
cblr-1724	456	21	20	20	NUM
cblr-1724	456	22	,	,	PUNCT
cblr-1724	456	23	2017	2017	NUM
cblr-1724	456	24	)	)	PUNCT
cblr-1724	456	25	.	.	PUNCT
cblr-1724	457	1	235	235	NUM
cblr-1724	457	2	see	see	VERB
cblr-1724	457	3	supra	supra	PROPN
cblr-1724	457	4	section	section	PROPN
cblr-1724	457	5	ii.b	ii.b	PROPN
cblr-1724	457	6	.	.	PUNCT
cblr-1724	458	1	brandt	brandt	PROPN
cblr-1724	458	2	–	–	PUNCT
cblr-1724	458	3	final	final	ADJ
cblr-1724	458	4	no	no	NOUN
cblr-1724	458	5	.	.	NOUN
cblr-1724	458	6	2:807	2:807	NUM
cblr-1724	458	7	]	]	PUNCT
cblr-1724	458	8	women	woman	NOUN
cblr-1724	458	9	-	-	PUNCT
cblr-1724	458	10	owned	own	VERB
cblr-1724	458	11	businesses	business	NOUN
cblr-1724	458	12	’	'	PUNCT
cblr-1724	458	13	access	access	NOUN
cblr-1724	458	14	to	to	ADP
cblr-1724	458	15	capital	capital	PROPN
cblr-1724	458	16	851	851	NUM
cblr-1724	458	17	connect	connect	VERB
cblr-1724	458	18	wobs	wob	NOUN
cblr-1724	458	19	with	with	ADP
cblr-1724	458	20	local	local	ADJ
cblr-1724	458	21	venture	venture	NOUN
cblr-1724	458	22	capitalists	capitalist	NOUN
cblr-1724	458	23	,	,	PUNCT
cblr-1724	458	24	angel	angel	NOUN
cblr-1724	458	25	investors	investor	NOUN
cblr-1724	458	26	,	,	PUNCT
cblr-1724	458	27	and	and	CCONJ
cblr-1724	458	28	other	other	ADJ
cblr-1724	458	29	potential	potential	NOUN
cblr-1724	458	30	investors.236	investors.236	ADV
cblr-1724	458	31	while	while	SCONJ
cblr-1724	458	32	women	woman	NOUN
cblr-1724	458	33	currently	currently	ADV
cblr-1724	458	34	have	have	VERB
cblr-1724	458	35	access	access	NOUN
cblr-1724	458	36	to	to	ADP
cblr-1724	458	37	“	"	PUNCT
cblr-1724	458	38	business	business	NOUN
cblr-1724	458	39	mentors	mentor	NOUN
cblr-1724	458	40	”	"	PUNCT
cblr-1724	458	41	that	that	PRON
cblr-1724	458	42	provide	provide	VERB
cblr-1724	458	43	financial	financial	ADJ
cblr-1724	458	44	packaging	packaging	NOUN
cblr-1724	458	45	and	and	CCONJ
cblr-1724	458	46	lending	lending	NOUN
cblr-1724	458	47	assistance	assistance	NOUN
cblr-1724	458	48	through	through	ADP
cblr-1724	458	49	the	the	DET
cblr-1724	458	50	sba	sba	NOUN
cblr-1724	458	51	,	,	PUNCT
cblr-1724	458	52	this	this	DET
cblr-1724	458	53	service	service	NOUN
cblr-1724	458	54	is	be	AUX
cblr-1724	458	55	currently	currently	ADV
cblr-1724	458	56	provided	provide	VERB
cblr-1724	458	57	through	through	ADP
cblr-1724	458	58	score	score	NOUN
cblr-1724	458	59	,	,	PUNCT
cblr-1724	458	60	a	a	DET
cblr-1724	458	61	non	non	ADJ
cblr-1724	458	62	-	-	ADJ
cblr-1724	458	63	profit	profit	ADJ
cblr-1724	458	64	organization	organization	NOUN
cblr-1724	458	65	that	that	PRON
cblr-1724	458	66	connects	connect	VERB
cblr-1724	458	67	volunteer	volunteer	NOUN
cblr-1724	458	68	business	business	NOUN
cblr-1724	458	69	mentors	mentor	NOUN
cblr-1724	458	70	with	with	ADP
cblr-1724	458	71	entrepreneurs.237	entrepreneurs.237	PROPN
cblr-1724	458	72	similarly	similarly	ADV
cblr-1724	458	73	,	,	PUNCT
cblr-1724	458	74	the	the	DET
cblr-1724	458	75	current	current	ADJ
cblr-1724	458	76	financial	financial	ADJ
cblr-1724	458	77	advising	advising	NOUN
cblr-1724	458	78	offered	offer	VERB
cblr-1724	458	79	through	through	ADP
cblr-1724	458	80	score	score	NOUN
cblr-1724	458	81	comes	come	VERB
cblr-1724	458	82	from	from	ADP
cblr-1724	458	83	fellow	fellow	ADJ
cblr-1724	458	84	entrepreneurs	entrepreneur	NOUN
cblr-1724	458	85	and	and	CCONJ
cblr-1724	458	86	executives	executive	NOUN
cblr-1724	458	87	based	base	VERB
cblr-1724	458	88	on	on	ADP
cblr-1724	458	89	their	their	PRON
cblr-1724	458	90	personal	personal	ADJ
cblr-1724	458	91	experiences	experience	NOUN
cblr-1724	458	92	in	in	ADP
cblr-1724	458	93	business.238	business.238	PROPN
cblr-1724	458	94	the	the	DET
cblr-1724	458	95	sba	sba	NOUN
cblr-1724	458	96	should	should	AUX
cblr-1724	458	97	invest	invest	VERB
cblr-1724	458	98	in	in	ADP
cblr-1724	458	99	professional	professional	ADJ
cblr-1724	458	100	business	business	NOUN
cblr-1724	458	101	financial	financial	ADJ
cblr-1724	458	102	advisors	advisor	NOUN
cblr-1724	458	103	that	that	PRON
cblr-1724	458	104	provide	provide	VERB
cblr-1724	458	105	information	information	NOUN
cblr-1724	458	106	from	from	ADP
cblr-1724	458	107	a	a	DET
cblr-1724	458	108	broad	broad	ADJ
cblr-1724	458	109	range	range	NOUN
cblr-1724	458	110	of	of	ADP
cblr-1724	458	111	experiences	experience	NOUN
cblr-1724	458	112	and	and	CCONJ
cblr-1724	458	113	data	datum	NOUN
cblr-1724	458	114	rather	rather	ADV
cblr-1724	458	115	than	than	ADP
cblr-1724	458	116	individual	individual	ADJ
cblr-1724	458	117	experiences	experience	NOUN
cblr-1724	458	118	that	that	PRON
cblr-1724	458	119	may	may	AUX
cblr-1724	458	120	or	or	CCONJ
cblr-1724	458	121	may	may	AUX
cblr-1724	458	122	not	not	PART
cblr-1724	458	123	have	have	AUX
cblr-1724	458	124	been	be	AUX
cblr-1724	458	125	optimized	optimize	VERB
cblr-1724	458	126	for	for	ADP
cblr-1724	458	127	company	company	NOUN
cblr-1724	458	128	growth	growth	NOUN
cblr-1724	458	129	.	.	PUNCT
cblr-1724	459	1	this	this	DET
cblr-1724	459	2	additional	additional	ADJ
cblr-1724	459	3	data	datum	NOUN
cblr-1724	459	4	is	be	AUX
cblr-1724	459	5	especially	especially	ADV
cblr-1724	459	6	important	important	ADJ
cblr-1724	459	7	given	give	VERB
cblr-1724	459	8	that	that	SCONJ
cblr-1724	459	9	the	the	DET
cblr-1724	459	10	data	datum	NOUN
cblr-1724	459	11	indicates	indicate	VERB
cblr-1724	459	12	that	that	SCONJ
cblr-1724	459	13	current	current	ADJ
cblr-1724	459	14	wobs	wob	NOUN
cblr-1724	459	15	are	be	AUX
cblr-1724	459	16	largely	largely	ADV
cblr-1724	459	17	undercapitalized	undercapitalized	ADJ
cblr-1724	459	18	as	as	ADV
cblr-1724	459	19	well	well	ADV
cblr-1724	459	20	as	as	ADP
cblr-1724	459	21	underperforming	underperform	VERB
cblr-1724	459	22	in	in	ADP
cblr-1724	459	23	growth	growth	NOUN
cblr-1724	459	24	and	and	CCONJ
cblr-1724	459	25	employment	employment	NOUN
cblr-1724	459	26	relative	relative	ADJ
cblr-1724	459	27	to	to	ADP
cblr-1724	459	28	their	their	PRON
cblr-1724	459	29	male	male	NOUN
cblr-1724	459	30	-	-	PUNCT
cblr-1724	459	31	owned	own	VERB
cblr-1724	459	32	counterparts.239	counterparts.239	PROPN
cblr-1724	459	33	financial	financial	ADJ
cblr-1724	459	34	advisors	advisor	NOUN
cblr-1724	459	35	are	be	AUX
cblr-1724	459	36	fairly	fairly	ADV
cblr-1724	459	37	well	well	ADV
cblr-1724	459	38	-	-	PUNCT
cblr-1724	459	39	paid	pay	VERB
cblr-1724	459	40	with	with	ADP
cblr-1724	459	41	a	a	DET
cblr-1724	459	42	median	median	ADJ
cblr-1724	459	43	annual	annual	ADJ
cblr-1724	459	44	salary	salary	NOUN
cblr-1724	459	45	just	just	ADV
cblr-1724	459	46	under	under	ADP
cblr-1724	459	47	$	$	SYM
cblr-1724	459	48	90,000.240	90,000.240	NOUN
cblr-1724	459	49	therefore	therefore	ADV
cblr-1724	459	50	,	,	PUNCT
cblr-1724	459	51	hiring	hire	VERB
cblr-1724	459	52	financial	financial	ADJ
cblr-1724	459	53	advisors	advisor	NOUN
cblr-1724	459	54	would	would	AUX
cblr-1724	459	55	be	be	AUX
cblr-1724	459	56	a	a	DET
cblr-1724	459	57	costly	costly	ADJ
cblr-1724	459	58	undertaking	undertaking	NOUN
cblr-1724	459	59	for	for	ADP
cblr-1724	459	60	the	the	DET
cblr-1724	459	61	sba	sba	PROPN
cblr-1724	459	62	.	.	PUNCT
cblr-1724	460	1	however	however	ADV
cblr-1724	460	2	,	,	PUNCT
cblr-1724	460	3	there	there	PRON
cblr-1724	460	4	are	be	VERB
cblr-1724	460	5	several	several	ADJ
cblr-1724	460	6	ways	way	NOUN
cblr-1724	460	7	the	the	DET
cblr-1724	460	8	sba	sba	NOUN
cblr-1724	460	9	can	can	AUX
cblr-1724	460	10	reduce	reduce	VERB
cblr-1724	460	11	the	the	DET
cblr-1724	460	12	cost	cost	NOUN
cblr-1724	460	13	of	of	ADP
cblr-1724	460	14	such	such	DET
cblr-1724	460	15	an	an	DET
cblr-1724	460	16	initiative	initiative	NOUN
cblr-1724	460	17	.	.	PUNCT
cblr-1724	461	1	for	for	ADP
cblr-1724	461	2	instance	instance	NOUN
cblr-1724	461	3	,	,	PUNCT
cblr-1724	461	4	the	the	DET
cblr-1724	461	5	sba	sba	PROPN
cblr-1724	461	6	could	could	AUX
cblr-1724	461	7	pilot	pilot	VERB
cblr-1724	461	8	the	the	DET
cblr-1724	461	9	program	program	NOUN
cblr-1724	461	10	by	by	ADP
cblr-1724	461	11	hiring	hire	VERB
cblr-1724	461	12	a	a	DET
cblr-1724	461	13	small	small	ADJ
cblr-1724	461	14	team	team	NOUN
cblr-1724	461	15	of	of	ADP
cblr-1724	461	16	financial	financial	ADJ
cblr-1724	461	17	advisors	advisor	NOUN
cblr-1724	461	18	that	that	PRON
cblr-1724	461	19	work	work	VERB
cblr-1724	461	20	remotely	remotely	ADV
cblr-1724	461	21	with	with	ADP
cblr-1724	461	22	entrepreneurs	entrepreneur	NOUN
cblr-1724	461	23	around	around	ADP
cblr-1724	461	24	the	the	DET
cblr-1724	461	25	country	country	NOUN
cblr-1724	461	26	based	base	VERB
cblr-1724	461	27	on	on	ADP
cblr-1724	461	28	industry	industry	NOUN
cblr-1724	461	29	.	.	PUNCT
cblr-1724	462	1	alternatively	alternatively	ADV
cblr-1724	462	2	,	,	PUNCT
cblr-1724	462	3	the	the	DET
cblr-1724	462	4	sba	sba	NOUN
cblr-1724	462	5	could	could	AUX
cblr-1724	462	6	start	start	VERB
cblr-1724	462	7	with	with	ADP
cblr-1724	462	8	a	a	DET
cblr-1724	462	9	pilot	pilot	NOUN
cblr-1724	462	10	program	program	NOUN
cblr-1724	462	11	in	in	ADP
cblr-1724	462	12	several	several	ADJ
cblr-1724	462	13	active	active	ADJ
cblr-1724	462	14	women	woman	NOUN
cblr-1724	462	15	’s	’s	PART
cblr-1724	462	16	business	business	NOUN
cblr-1724	462	17	centers	center	NOUN
cblr-1724	462	18	.	.	PUNCT
cblr-1724	463	1	in	in	ADP
cblr-1724	463	2	either	either	DET
cblr-1724	463	3	scenario	scenario	NOUN
cblr-1724	463	4	,	,	PUNCT
cblr-1724	463	5	the	the	DET
cblr-1724	463	6	sba	sba	PROPN
cblr-1724	463	7	should	should	AUX
cblr-1724	463	8	measure	measure	VERB
cblr-1724	463	9	the	the	DET
cblr-1724	463	10	economic	economic	ADJ
cblr-1724	463	11	236	236	NUM
cblr-1724	463	12	see	see	NOUN
cblr-1724	463	13	supra	supra	PROPN
cblr-1724	463	14	section	section	PROPN
cblr-1724	463	15	ii.b	ii.b	PROPN
cblr-1724	463	16	.	.	PUNCT
cblr-1724	464	1	237	237	NUM
cblr-1724	464	2	mission	mission	NOUN
cblr-1724	464	3	,	,	PUNCT
cblr-1724	464	4	vision	vision	NOUN
cblr-1724	464	5	and	and	CCONJ
cblr-1724	464	6	values	value	NOUN
cblr-1724	464	7	,	,	PUNCT
cblr-1724	464	8	score	score	NOUN
cblr-1724	464	9	,	,	PUNCT
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cblr-1724	465	1	[	[	X
cblr-1724	465	2	https://perma.cc/j8bl-63ku	https://perma.cc/j8bl-63ku	X
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cblr-1724	465	4	(	(	PUNCT
cblr-1724	465	5	last	last	ADV
cblr-1724	465	6	visited	visit	VERB
cblr-1724	465	7	june	june	PROPN
cblr-1724	465	8	20	20	NUM
cblr-1724	465	9	,	,	PUNCT
cblr-1724	465	10	2017	2017	NUM
cblr-1724	465	11	)	)	PUNCT
cblr-1724	465	12	.	.	PUNCT
cblr-1724	466	1	238	238	NUM
cblr-1724	466	2	frequently	frequently	ADV
cblr-1724	466	3	asked	ask	VERB
cblr-1724	466	4	questions	question	NOUN
cblr-1724	466	5	about	about	ADP
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cblr-1724	466	7	,	,	PUNCT
cblr-1724	466	8	score	score	NOUN
cblr-1724	466	9	,	,	PUNCT
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cblr-1724	467	1	[	[	X
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cblr-1724	467	4	(	(	PUNCT
cblr-1724	467	5	last	last	ADV
cblr-1724	467	6	visited	visit	VERB
cblr-1724	467	7	june	june	PROPN
cblr-1724	467	8	20	20	NUM
cblr-1724	467	9	,	,	PUNCT
cblr-1724	467	10	2017	2017	NUM
cblr-1724	467	11	)	)	PUNCT
cblr-1724	467	12	.	.	PUNCT
cblr-1724	468	1	239	239	NUM
cblr-1724	468	2	see	see	VERB
cblr-1724	468	3	supra	supra	PROPN
cblr-1724	468	4	section	section	PROPN
cblr-1724	468	5	ii.a	ii.a	PROPN
cblr-1724	468	6	.	.	PROPN
cblr-1724	469	1	240	240	NUM
cblr-1724	469	2	financial	financial	ADJ
cblr-1724	469	3	advisor	advisor	NOUN
cblr-1724	469	4	:	:	PUNCT
cblr-1724	469	5	salary	salary	NOUN
cblr-1724	469	6	details	detail	NOUN
cblr-1724	469	7	,	,	PUNCT
cblr-1724	469	8	u.s	u.s	PROPN
cblr-1724	469	9	.	.	PROPN
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cblr-1724	469	11	,	,	PUNCT
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cblr-1724	469	13	[	[	X
cblr-1724	469	14	https://perma.cc/2s8u-bszt	https://perma.cc/2s8u-bszt	X
cblr-1724	469	15	]	]	X
cblr-1724	469	16	(	(	PUNCT
cblr-1724	469	17	last	last	ADV
cblr-1724	469	18	visited	visit	VERB
cblr-1724	469	19	june	june	PROPN
cblr-1724	469	20	20	20	NUM
cblr-1724	469	21	,	,	PUNCT
cblr-1724	469	22	2017	2017	NUM
cblr-1724	469	23	)	)	PUNCT
cblr-1724	469	24	.	.	PUNCT
cblr-1724	470	1	brandt	brandt	PROPN
cblr-1724	470	2	–	–	PUNCT
cblr-1724	470	3	final	final	ADJ
cblr-1724	470	4	852	852	NUM
cblr-1724	470	5	columbia	columbia	PROPN
cblr-1724	470	6	business	business	NOUN
cblr-1724	470	7	law	law	PROPN
cblr-1724	470	8	review	review	NOUN
cblr-1724	470	9	[	[	X
cblr-1724	470	10	vol	vol	NOUN
cblr-1724	470	11	.	.	NOUN
cblr-1724	470	12	2017	2017	NUM
cblr-1724	470	13	impact	impact	NOUN
cblr-1724	470	14	of	of	ADP
cblr-1724	470	15	providing	provide	VERB
cblr-1724	470	16	such	such	ADJ
cblr-1724	470	17	services	service	NOUN
cblr-1724	470	18	to	to	ADP
cblr-1724	470	19	small	small	ADJ
cblr-1724	470	20	business	business	NOUN
cblr-1724	470	21	owners	owner	NOUN
cblr-1724	470	22	.	.	PUNCT
cblr-1724	471	1	finally	finally	ADV
cblr-1724	471	2	,	,	PUNCT
cblr-1724	471	3	the	the	DET
cblr-1724	471	4	sba	sba	NOUN
cblr-1724	471	5	could	could	AUX
cblr-1724	471	6	offer	offer	VERB
cblr-1724	471	7	the	the	DET
cblr-1724	471	8	services	service	NOUN
cblr-1724	471	9	at	at	ADP
cblr-1724	471	10	a	a	DET
cblr-1724	471	11	flat	flat	ADJ
cblr-1724	471	12	reduced	reduce	VERB
cblr-1724	471	13	fee	fee	NOUN
cblr-1724	471	14	in	in	ADP
cblr-1724	471	15	order	order	NOUN
cblr-1724	471	16	to	to	PART
cblr-1724	471	17	reduce	reduce	VERB
cblr-1724	471	18	the	the	DET
cblr-1724	471	19	cost	cost	NOUN
cblr-1724	471	20	of	of	ADP
cblr-1724	471	21	the	the	DET
cblr-1724	471	22	initiative	initiative	NOUN
cblr-1724	471	23	.	.	PUNCT
cblr-1724	472	1	in	in	ADP
cblr-1724	472	2	short	short	ADJ
cblr-1724	472	3	,	,	PUNCT
cblr-1724	472	4	there	there	PRON
cblr-1724	472	5	are	be	VERB
cblr-1724	472	6	a	a	DET
cblr-1724	472	7	multitude	multitude	NOUN
cblr-1724	472	8	of	of	ADP
cblr-1724	472	9	ways	way	NOUN
cblr-1724	472	10	to	to	PART
cblr-1724	472	11	reduce	reduce	VERB
cblr-1724	472	12	the	the	DET
cblr-1724	472	13	cost	cost	NOUN
cblr-1724	472	14	of	of	ADP
cblr-1724	472	15	providing	provide	VERB
cblr-1724	472	16	professional	professional	ADJ
cblr-1724	472	17	financial	financial	ADJ
cblr-1724	472	18	services	service	NOUN
cblr-1724	472	19	to	to	PART
cblr-1724	472	20	wobs	wob	NOUN
cblr-1724	472	21	and	and	CCONJ
cblr-1724	472	22	other	other	ADJ
cblr-1724	472	23	entrepreneurs	entrepreneur	NOUN
cblr-1724	472	24	,	,	PUNCT
cblr-1724	472	25	which	which	PRON
cblr-1724	472	26	could	could	AUX
cblr-1724	472	27	improve	improve	VERB
cblr-1724	472	28	both	both	DET
cblr-1724	472	29	the	the	DET
cblr-1724	472	30	efficacy	efficacy	NOUN
cblr-1724	472	31	of	of	ADP
cblr-1724	472	32	the	the	DET
cblr-1724	472	33	government	government	NOUN
cblr-1724	472	34	’s	’s	PART
cblr-1724	472	35	existing	exist	VERB
cblr-1724	472	36	initiatives	initiative	NOUN
cblr-1724	472	37	and	and	CCONJ
cblr-1724	472	38	outcomes	outcome	NOUN
cblr-1724	472	39	for	for	ADP
cblr-1724	472	40	wobs	wob	NOUN
cblr-1724	472	41	that	that	PRON
cblr-1724	472	42	historically	historically	ADV
cblr-1724	472	43	seek	seek	VERB
cblr-1724	472	44	too	too	ADV
cblr-1724	472	45	little	little	ADJ
cblr-1724	472	46	capital.241	capital.241	NOUN
cblr-1724	472	47	next	next	ADV
cblr-1724	472	48	,	,	PUNCT
cblr-1724	472	49	the	the	DET
cblr-1724	472	50	obama	obama	PROPN
cblr-1724	472	51	administration	administration	NOUN
cblr-1724	472	52	invested	invest	VERB
cblr-1724	472	53	significant	significant	ADJ
cblr-1724	472	54	expenses	expense	NOUN
cblr-1724	472	55	in	in	ADP
cblr-1724	472	56	an	an	DET
cblr-1724	472	57	attempt	attempt	NOUN
cblr-1724	472	58	to	to	PART
cblr-1724	472	59	increase	increase	VERB
cblr-1724	472	60	women	woman	NOUN
cblr-1724	472	61	and	and	CCONJ
cblr-1724	472	62	girls	girl	NOUN
cblr-1724	472	63	’	'	PUNCT
cblr-1724	472	64	interest	interest	NOUN
cblr-1724	472	65	in	in	ADP
cblr-1724	472	66	entering	enter	VERB
cblr-1724	472	67	stem	stem	NOUN
cblr-1724	472	68	fields.242	fields.242	NOUN
cblr-1724	472	69	this	this	DET
cblr-1724	472	70	support	support	NOUN
cblr-1724	472	71	came	come	VERB
cblr-1724	472	72	in	in	ADP
cblr-1724	472	73	the	the	DET
cblr-1724	472	74	forms	form	NOUN
cblr-1724	472	75	of	of	ADP
cblr-1724	472	76	the	the	DET
cblr-1724	472	77	establishment	establishment	NOUN
cblr-1724	472	78	of	of	ADP
cblr-1724	472	79	the	the	DET
cblr-1724	472	80	white	white	PROPN
cblr-1724	472	81	house	house	PROPN
cblr-1724	472	82	council	council	PROPN
cblr-1724	472	83	on	on	ADP
cblr-1724	472	84	women	woman	NOUN
cblr-1724	472	85	and	and	CCONJ
cblr-1724	472	86	girls	girl	NOUN
cblr-1724	472	87	in	in	ADP
cblr-1724	472	88	2009	2009	NUM
cblr-1724	472	89	,	,	PUNCT
cblr-1724	472	90	the	the	DET
cblr-1724	472	91	appointment	appointment	NOUN
cblr-1724	472	92	of	of	ADP
cblr-1724	472	93	the	the	DET
cblr-1724	472	94	first	first	ADJ
cblr-1724	472	95	ambassadorat	ambassadorat	NOUN
cblr-1724	472	96	-	-	PUNCT
cblr-1724	472	97	large	large	ADJ
cblr-1724	472	98	for	for	ADP
cblr-1724	472	99	global	global	ADJ
cblr-1724	472	100	women	woman	NOUN
cblr-1724	472	101	’s	’s	PART
cblr-1724	472	102	issues	issue	NOUN
cblr-1724	472	103	,	,	PUNCT
cblr-1724	472	104	the	the	DET
cblr-1724	472	105	creation	creation	NOUN
cblr-1724	472	106	of	of	ADP
cblr-1724	472	107	the	the	DET
cblr-1724	472	108	race	race	NOUN
cblr-1724	472	109	to	to	ADP
cblr-1724	472	110	the	the	DET
cblr-1724	472	111	top	top	ADJ
cblr-1724	472	112	program	program	NOUN
cblr-1724	472	113	,	,	PUNCT
cblr-1724	472	114	and	and	CCONJ
cblr-1724	472	115	the	the	DET
cblr-1724	472	116	creation	creation	NOUN
cblr-1724	472	117	of	of	ADP
cblr-1724	472	118	the	the	DET
cblr-1724	472	119	women	woman	NOUN
cblr-1724	472	120	@	@	ADP
cblr-1724	472	121	energy	energy	NOUN
cblr-1724	472	122	series	series	NOUN
cblr-1724	472	123	through	through	ADP
cblr-1724	472	124	department	department	PROPN
cblr-1724	472	125	of	of	ADP
cblr-1724	472	126	energy	energy	NOUN
cblr-1724	472	127	partnerships.243	partnerships.243	VERB
cblr-1724	472	128	the	the	DET
cblr-1724	472	129	lack	lack	NOUN
cblr-1724	472	130	of	of	ADP
cblr-1724	472	131	women	woman	NOUN
cblr-1724	472	132	in	in	ADP
cblr-1724	472	133	venture	venture	NOUN
cblr-1724	472	134	capital	capital	NOUN
cblr-1724	472	135	mimics	mimic	VERB
cblr-1724	472	136	the	the	DET
cblr-1724	472	137	shortage	shortage	NOUN
cblr-1724	472	138	of	of	ADP
cblr-1724	472	139	women	woman	NOUN
cblr-1724	472	140	in	in	ADP
cblr-1724	472	141	stem	stem	NOUN
cblr-1724	472	142	fields	field	NOUN
cblr-1724	472	143	,	,	PUNCT
cblr-1724	472	144	and	and	CCONJ
cblr-1724	472	145	retention	retention	NOUN
cblr-1724	472	146	of	of	ADP
cblr-1724	472	147	women	woman	NOUN
cblr-1724	472	148	in	in	ADP
cblr-1724	472	149	both	both	DET
cblr-1724	472	150	areas	area	NOUN
cblr-1724	472	151	of	of	ADP
cblr-1724	472	152	the	the	DET
cblr-1724	472	153	economy	economy	NOUN
cblr-1724	472	154	remains	remain	VERB
cblr-1724	472	155	low.244	low.244	ADV
cblr-1724	472	156	given	give	VERB
cblr-1724	472	157	the	the	DET
cblr-1724	472	158	importance	importance	NOUN
cblr-1724	472	159	of	of	ADP
cblr-1724	472	160	wobs	wob	NOUN
cblr-1724	472	161	—	—	PUNCT
cblr-1724	472	162	and	and	CCONJ
cblr-1724	472	163	their	their	PRON
cblr-1724	472	164	access	access	NOUN
cblr-1724	472	165	to	to	ADP
cblr-1724	472	166	capital	capital	NOUN
cblr-1724	472	167	—	—	PUNCT
cblr-1724	472	168	to	to	ADP
cblr-1724	472	169	the	the	DET
cblr-1724	472	170	economy	economy	NOUN
cblr-1724	472	171	,	,	PUNCT
cblr-1724	472	172	discussed	discuss	VERB
cblr-1724	472	173	throughout	throughout	ADP
cblr-1724	472	174	this	this	DET
cblr-1724	472	175	note	note	NOUN
cblr-1724	472	176	,	,	PUNCT
cblr-1724	472	177	the	the	DET
cblr-1724	472	178	government	government	NOUN
cblr-1724	472	179	should	should	AUX
cblr-1724	472	180	take	take	VERB
cblr-1724	472	181	similar	similar	ADJ
cblr-1724	472	182	steps	step	NOUN
cblr-1724	472	183	to	to	PART
cblr-1724	472	184	increase	increase	VERB
cblr-1724	472	185	women	woman	NOUN
cblr-1724	472	186	and	and	CCONJ
cblr-1724	472	187	girls	girl	NOUN
cblr-1724	472	188	’	'	PUNCT
cblr-1724	472	189	awareness	awareness	NOUN
cblr-1724	472	190	of	of	ADP
cblr-1724	472	191	and	and	CCONJ
cblr-1724	472	192	interest	interest	NOUN
cblr-1724	472	193	in	in	ADP
cblr-1724	472	194	finance	finance	NOUN
cblr-1724	472	195	and	and	CCONJ
cblr-1724	472	196	venture	venture	NOUN
cblr-1724	472	197	capital	capital	NOUN
cblr-1724	472	198	.	.	PUNCT
cblr-1724	473	1	while	while	SCONJ
cblr-1724	473	2	recent	recent	ADJ
cblr-1724	473	3	research	research	NOUN
cblr-1724	473	4	has	have	AUX
cblr-1724	473	5	shown	show	VERB
cblr-1724	473	6	that	that	SCONJ
cblr-1724	473	7	a	a	DET
cblr-1724	473	8	simple	simple	ADJ
cblr-1724	473	9	increase	increase	NOUN
cblr-1724	473	10	in	in	ADP
cblr-1724	473	11	women	woman	NOUN
cblr-1724	473	12	in	in	ADP
cblr-1724	473	13	the	the	DET
cblr-1724	473	14	venture	venture	NOUN
cblr-1724	473	15	capital	capital	NOUN
cblr-1724	473	16	field	field	NOUN
cblr-1724	473	17	may	may	AUX
cblr-1724	473	18	not	not	PART
cblr-1724	473	19	improve	improve	VERB
cblr-1724	473	20	outcomes	outcome	NOUN
cblr-1724	473	21	for	for	ADP
cblr-1724	473	22	wobs	wobs	NOUN
cblr-1724	473	23	,	,	PUNCT
cblr-1724	473	24	it	it	PRON
cblr-1724	473	25	could	could	AUX
cblr-1724	473	26	improve	improve	VERB
cblr-1724	473	27	networking	network	VERB
cblr-1724	473	28	opportunities	opportunity	NOUN
cblr-1724	473	29	for	for	ADP
cblr-1724	473	30	female	female	ADJ
cblr-1724	473	31	entrepreneurs.245	entrepreneurs.245	PROPN
cblr-1724	473	32	research	research	NOUN
cblr-1724	473	33	has	have	AUX
cblr-1724	473	34	consistently	consistently	ADV
cblr-1724	473	35	shown	show	VERB
cblr-1724	473	36	that	that	SCONJ
cblr-1724	473	37	networking	network	VERB
cblr-1724	473	38	opportunities	opportunity	NOUN
cblr-1724	473	39	are	be	AUX
cblr-1724	473	40	an	an	DET
cblr-1724	473	41	241	241	NUM
cblr-1724	473	42	see	see	VERB
cblr-1724	473	43	see	see	VERB
cblr-1724	473	44	supra	supra	ADJ
cblr-1724	473	45	text	text	NOUN
cblr-1724	473	46	accompanying	accompanying	ADJ
cblr-1724	473	47	notes	note	NOUN
cblr-1724	473	48	104–07	104–07	NUM
cblr-1724	473	49	.	.	PUNCT
cblr-1724	474	1	242	242	NUM
cblr-1724	474	2	women	woman	NOUN
cblr-1724	474	3	in	in	ADP
cblr-1724	474	4	stem	stem	NOUN
cblr-1724	474	5	,	,	PUNCT
cblr-1724	474	6	supra	supra	PROPN
cblr-1724	474	7	note	note	NOUN
cblr-1724	474	8	99	99	NUM
cblr-1724	474	9	.	.	PUNCT
cblr-1724	475	1	243	243	NUM
cblr-1724	475	2	press	press	NOUN
cblr-1724	475	3	release	release	NOUN
cblr-1724	475	4	,	,	PUNCT
cblr-1724	475	5	the	the	DET
cblr-1724	475	6	white	white	PROPN
cblr-1724	475	7	house	house	PROPN
cblr-1724	475	8	,	,	PUNCT
cblr-1724	475	9	fact	fact	NOUN
cblr-1724	475	10	sheet	sheet	NOUN
cblr-1724	475	11	:	:	PUNCT
cblr-1724	475	12	obama	obama	PROPN
cblr-1724	475	13	administration	administration	NOUN
cblr-1724	475	14	record	record	NOUN
cblr-1724	475	15	for	for	ADP
cblr-1724	475	16	women	woman	NOUN
cblr-1724	475	17	and	and	CCONJ
cblr-1724	475	18	girls	girl	NOUN
cblr-1724	475	19	(	(	PUNCT
cblr-1724	475	20	aug	aug	PROPN
cblr-1724	475	21	.	.	PROPN
cblr-1724	475	22	26	26	NUM
cblr-1724	475	23	,	,	PUNCT
cblr-1724	475	24	2014	2014	NUM
cblr-1724	475	25	)	)	PUNCT
cblr-1724	475	26	,	,	PUNCT
cblr-1724	475	27	https://obamawhitehouse.archives.gov/the-press-office/2014/08/26/factsheet-obama-administration-record-women-and-girls	https://obamawhitehouse.archives.gov/the-press-office/2014/08/26/factsheet-obama-administration-record-women-and-girl	NOUN
cblr-1724	475	28	[	[	X
cblr-1724	475	29	https://perma.cc/n36s-3dfp	https://perma.cc/n36s-3dfp	X
cblr-1724	475	30	]	]	X
cblr-1724	475	31	.	.	PUNCT
cblr-1724	476	1	244	244	NUM
cblr-1724	476	2	monica	monica	PROPN
cblr-1724	476	3	leas	leas	PROPN
cblr-1724	476	4	&	&	CCONJ
cblr-1724	476	5	julie	julie	PROPN
cblr-1724	476	6	oberweis	oberweis	PROPN
cblr-1724	476	7	,	,	PUNCT
cblr-1724	476	8	venture	venture	NOUN
cblr-1724	476	9	capital	capital	NOUN
cblr-1724	476	10	’s	’s	PART
cblr-1724	476	11	next	next	ADJ
cblr-1724	476	12	venture	venture	NOUN
cblr-1724	476	13	?	?	PUNCT
cblr-1724	477	1	women	woman	NOUN
cblr-1724	477	2	,	,	PUNCT
cblr-1724	477	3	techcrunch	techcrunch	PROPN
cblr-1724	477	4	(	(	PUNCT
cblr-1724	477	5	june	june	PROPN
cblr-1724	477	6	3	3	NUM
cblr-1724	477	7	,	,	PUNCT
cblr-1724	477	8	2015	2015	NUM
cblr-1724	477	9	)	)	PUNCT
cblr-1724	477	10	,	,	PUNCT
cblr-1724	477	11	https://techcrunch.com/	https://techcrunch.com/	PROPN
cblr-1724	477	12	2015/06/03	2015/06/03	NUM
cblr-1724	477	13	/	/	SYM
cblr-1724	477	14	venture	venture	NOUN
cblr-1724	477	15	-	-	PUNCT
cblr-1724	477	16	capitals	capital	NOUN
cblr-1724	477	17	-	-	PUNCT
cblr-1724	477	18	next	next	NOUN
cblr-1724	477	19	-	-	PUNCT
cblr-1724	477	20	venture/	venture/	NOUN
cblr-1724	477	21	[	[	X
cblr-1724	477	22	https://perma.cc/rgb4-gvyr	https://perma.cc/rgb4-gvyr	X
cblr-1724	477	23	]	]	PUNCT
cblr-1724	477	24	.	.	PUNCT
cblr-1724	478	1	245	245	NUM
cblr-1724	478	2	see	see	VERB
cblr-1724	478	3	supra	supra	ADJ
cblr-1724	478	4	text	text	NOUN
cblr-1724	478	5	accompanying	accompanying	ADJ
cblr-1724	478	6	notes	note	NOUN
cblr-1724	478	7	88–91	88–91	NUM
cblr-1724	478	8	,	,	PUNCT
cblr-1724	478	9	103	103	NUM
cblr-1724	478	10	.	.	PUNCT
cblr-1724	479	1	brandt	brandt	PROPN
cblr-1724	479	2	–	–	PUNCT
cblr-1724	479	3	final	final	ADJ
cblr-1724	479	4	no	no	NOUN
cblr-1724	479	5	.	.	NOUN
cblr-1724	479	6	2:807	2:807	NUM
cblr-1724	479	7	]	]	PUNCT
cblr-1724	479	8	women	woman	NOUN
cblr-1724	479	9	-	-	PUNCT
cblr-1724	479	10	owned	own	VERB
cblr-1724	479	11	businesses	business	NOUN
cblr-1724	479	12	’	'	PUNCT
cblr-1724	479	13	access	access	NOUN
cblr-1724	479	14	to	to	ADP
cblr-1724	479	15	capital	capital	NOUN
cblr-1724	479	16	853	853	NUM
cblr-1724	479	17	integral	integral	ADJ
cblr-1724	479	18	part	part	NOUN
cblr-1724	479	19	of	of	ADP
cblr-1724	479	20	accessing	access	VERB
cblr-1724	479	21	capital	capital	NOUN
cblr-1724	479	22	from	from	ADP
cblr-1724	479	23	traditional	traditional	ADJ
cblr-1724	479	24	angel	angel	NOUN
cblr-1724	479	25	investors	investor	NOUN
cblr-1724	479	26	and	and	CCONJ
cblr-1724	479	27	venture	venture	VERB
cblr-1724	479	28	capitalists.246	capitalists.246	PROPN
cblr-1724	479	29	increasing	increase	VERB
cblr-1724	479	30	the	the	DET
cblr-1724	479	31	number	number	NOUN
cblr-1724	479	32	of	of	ADP
cblr-1724	479	33	women	woman	NOUN
cblr-1724	479	34	in	in	ADP
cblr-1724	479	35	venture	venture	NOUN
cblr-1724	479	36	capital	capital	NOUN
cblr-1724	479	37	may	may	AUX
cblr-1724	479	38	not	not	PART
cblr-1724	479	39	coincide	coincide	VERB
cblr-1724	479	40	with	with	ADP
cblr-1724	479	41	an	an	DET
cblr-1724	479	42	increase	increase	NOUN
cblr-1724	479	43	in	in	ADP
cblr-1724	479	44	activism	activism	NOUN
cblr-1724	479	45	in	in	ADP
cblr-1724	479	46	the	the	DET
cblr-1724	479	47	industry	industry	NOUN
cblr-1724	479	48	that	that	PRON
cblr-1724	479	49	leads	lead	VERB
cblr-1724	479	50	to	to	ADP
cblr-1724	479	51	an	an	DET
cblr-1724	479	52	increase	increase	NOUN
cblr-1724	479	53	in	in	ADP
cblr-1724	479	54	positive	positive	ADJ
cblr-1724	479	55	outcomes	outcome	NOUN
cblr-1724	479	56	for	for	ADP
cblr-1724	479	57	female	female	ADJ
cblr-1724	479	58	entrepreneurs	entrepreneur	NOUN
cblr-1724	479	59	,	,	PUNCT
cblr-1724	479	60	so	so	SCONJ
cblr-1724	479	61	attention	attention	NOUN
cblr-1724	479	62	should	should	AUX
cblr-1724	479	63	be	be	AUX
cblr-1724	479	64	paid	pay	VERB
cblr-1724	479	65	to	to	PART
cblr-1724	479	66	further	further	ADJ
cblr-1724	479	67	studies	study	NOUN
cblr-1724	479	68	that	that	PRON
cblr-1724	479	69	specify	specify	VERB
cblr-1724	479	70	the	the	DET
cblr-1724	479	71	qualities	quality	NOUN
cblr-1724	479	72	that	that	PRON
cblr-1724	479	73	best	well	ADV
cblr-1724	479	74	predict	predict	VERB
cblr-1724	479	75	activism.247	activism.247	PROPN
cblr-1724	479	76	once	once	SCONJ
cblr-1724	479	77	those	those	DET
cblr-1724	479	78	qualities	quality	NOUN
cblr-1724	479	79	are	be	AUX
cblr-1724	479	80	better	well	ADV
cblr-1724	479	81	understood	understand	VERB
cblr-1724	479	82	,	,	PUNCT
cblr-1724	479	83	the	the	DET
cblr-1724	479	84	government	government	NOUN
cblr-1724	479	85	would	would	AUX
cblr-1724	479	86	be	be	AUX
cblr-1724	479	87	able	able	ADJ
cblr-1724	479	88	to	to	PART
cblr-1724	479	89	more	more	ADV
cblr-1724	479	90	effectively	effectively	ADV
cblr-1724	479	91	target	target	VERB
cblr-1724	479	92	people	people	NOUN
cblr-1724	479	93	of	of	ADP
cblr-1724	479	94	both	both	DET
cblr-1724	479	95	genders	gender	NOUN
cblr-1724	479	96	for	for	ADP
cblr-1724	479	97	inclusion	inclusion	NOUN
cblr-1724	479	98	in	in	ADP
cblr-1724	479	99	the	the	DET
cblr-1724	479	100	industry	industry	NOUN
cblr-1724	479	101	and	and	CCONJ
cblr-1724	479	102	to	to	PART
cblr-1724	479	103	better	well	ADV
cblr-1724	479	104	allocate	allocate	VERB
cblr-1724	479	105	government	government	NOUN
cblr-1724	479	106	resources	resource	NOUN
cblr-1724	479	107	towards	towards	ADP
cblr-1724	479	108	that	that	DET
cblr-1724	479	109	goal	goal	NOUN
cblr-1724	479	110	.	.	PUNCT
cblr-1724	480	1	the	the	DET
cblr-1724	480	2	sba	sba	PROPN
cblr-1724	480	3	should	should	AUX
cblr-1724	480	4	target	target	VERB
cblr-1724	480	5	and	and	CCONJ
cblr-1724	480	6	incentivize	incentivize	VERB
cblr-1724	480	7	such	such	ADJ
cblr-1724	480	8	traits	trait	NOUN
cblr-1724	480	9	in	in	ADP
cblr-1724	480	10	its	its	PRON
cblr-1724	480	11	future	future	NOUN
cblr-1724	480	12	and	and	CCONJ
cblr-1724	480	13	existing	exist	VERB
cblr-1724	480	14	employees	employee	NOUN
cblr-1724	480	15	.	.	PUNCT
cblr-1724	481	1	similar	similar	ADJ
cblr-1724	481	2	to	to	ADP
cblr-1724	481	3	the	the	DET
cblr-1724	481	4	need	need	NOUN
cblr-1724	481	5	to	to	PART
cblr-1724	481	6	understand	understand	VERB
cblr-1724	481	7	how	how	SCONJ
cblr-1724	481	8	many	many	ADJ
cblr-1724	481	9	wobs	wob	NOUN
cblr-1724	481	10	are	be	AUX
cblr-1724	481	11	seeking	seek	VERB
cblr-1724	481	12	capital	capital	NOUN
cblr-1724	481	13	,	,	PUNCT
cblr-1724	481	14	a	a	DET
cblr-1724	481	15	first	first	ADJ
cblr-1724	481	16	necessary	necessary	ADJ
cblr-1724	481	17	step	step	NOUN
cblr-1724	481	18	towards	towards	ADP
cblr-1724	481	19	improving	improve	VERB
cblr-1724	481	20	female	female	ADJ
cblr-1724	481	21	participation	participation	NOUN
cblr-1724	481	22	and	and	CCONJ
cblr-1724	481	23	retention	retention	NOUN
cblr-1724	481	24	in	in	ADP
cblr-1724	481	25	the	the	DET
cblr-1724	481	26	venture	venture	NOUN
cblr-1724	481	27	capital	capital	NOUN
cblr-1724	481	28	industry	industry	NOUN
cblr-1724	481	29	is	be	AUX
cblr-1724	481	30	tracking	track	VERB
cblr-1724	481	31	those	those	DET
cblr-1724	481	32	metrics	metric	NOUN
cblr-1724	481	33	publicly	publicly	ADV
cblr-1724	481	34	.	.	PUNCT
cblr-1724	482	1	crunchbase	crunchbase	PROPN
cblr-1724	482	2	did	do	AUX
cblr-1724	482	3	not	not	PART
cblr-1724	482	4	begin	begin	VERB
cblr-1724	482	5	to	to	PART
cblr-1724	482	6	look	look	VERB
cblr-1724	482	7	into	into	ADP
cblr-1724	482	8	the	the	DET
cblr-1724	482	9	number	number	NOUN
cblr-1724	482	10	of	of	ADP
cblr-1724	482	11	female	female	ADJ
cblr-1724	482	12	founders	founder	NOUN
cblr-1724	482	13	until	until	SCONJ
cblr-1724	482	14	2015.248	2015.248	NUM
cblr-1724	482	15	other	other	ADJ
cblr-1724	482	16	commentators	commentator	NOUN
cblr-1724	482	17	have	have	AUX
cblr-1724	482	18	also	also	ADV
cblr-1724	482	19	decried	decry	VERB
cblr-1724	482	20	the	the	DET
cblr-1724	482	21	lack	lack	NOUN
cblr-1724	482	22	of	of	ADP
cblr-1724	482	23	reporting	report	VERB
cblr-1724	482	24	around	around	ADP
cblr-1724	482	25	female	female	ADJ
cblr-1724	482	26	employees	employee	NOUN
cblr-1724	482	27	,	,	PUNCT
cblr-1724	482	28	retention	retention	NOUN
cblr-1724	482	29	,	,	PUNCT
cblr-1724	482	30	and	and	CCONJ
cblr-1724	482	31	promotion.249	promotion.249	NOUN
cblr-1724	482	32	the	the	DET
cblr-1724	482	33	government	government	NOUN
cblr-1724	482	34	should	should	AUX
cblr-1724	482	35	encourage	encourage	VERB
cblr-1724	482	36	all	all	DET
cblr-1724	482	37	companies	company	NOUN
cblr-1724	482	38	,	,	PUNCT
cblr-1724	482	39	particularly	particularly	ADV
cblr-1724	482	40	those	those	PRON
cblr-1724	482	41	in	in	ADP
cblr-1724	482	42	industries	industry	NOUN
cblr-1724	482	43	such	such	ADJ
cblr-1724	482	44	as	as	ADP
cblr-1724	482	45	venture	venture	NOUN
cblr-1724	482	46	capital	capital	NOUN
cblr-1724	482	47	with	with	ADP
cblr-1724	482	48	a	a	DET
cblr-1724	482	49	dearth	dearth	NOUN
cblr-1724	482	50	of	of	ADP
cblr-1724	482	51	women	woman	NOUN
cblr-1724	482	52	in	in	ADP
cblr-1724	482	53	leadership	leadership	NOUN
cblr-1724	482	54	roles	role	NOUN
cblr-1724	482	55	,	,	PUNCT
cblr-1724	482	56	to	to	PART
cblr-1724	482	57	report	report	VERB
cblr-1724	482	58	on	on	ADP
cblr-1724	482	59	female	female	ADJ
cblr-1724	482	60	participation	participation	NOUN
cblr-1724	482	61	,	,	PUNCT
cblr-1724	482	62	retention	retention	NOUN
cblr-1724	482	63	,	,	PUNCT
cblr-1724	482	64	and	and	CCONJ
cblr-1724	482	65	promotion	promotion	NOUN
cblr-1724	482	66	rates	rate	NOUN
cblr-1724	482	67	.	.	PUNCT
cblr-1724	483	1	as	as	ADP
cblr-1724	483	2	with	with	ADP
cblr-1724	483	3	the	the	DET
cblr-1724	483	4	wob	wob	NOUN
cblr-1724	483	5	checklist	checklist	NOUN
cblr-1724	483	6	on	on	ADP
cblr-1724	483	7	form	form	NOUN
cblr-1724	483	8	c	c	NOUN
cblr-1724	483	9	,	,	PUNCT
cblr-1724	483	10	these	these	DET
cblr-1724	483	11	disclosures	disclosure	NOUN
cblr-1724	483	12	can	can	AUX
cblr-1724	483	13	constitute	constitute	VERB
cblr-1724	483	14	short	short	ADJ
cblr-1724	483	15	,	,	PUNCT
cblr-1724	483	16	quick	quick	ADJ
cblr-1724	483	17	indicators	indicator	NOUN
cblr-1724	483	18	used	use	VERB
cblr-1724	483	19	on	on	ADP
cblr-1724	483	20	regular	regular	ADJ
cblr-1724	483	21	disclosure	disclosure	NOUN
cblr-1724	483	22	filings	filing	NOUN
cblr-1724	483	23	.	.	PUNCT
cblr-1724	484	1	assisting	assist	VERB
cblr-1724	484	2	wobs	wob	NOUN
cblr-1724	484	3	with	with	ADP
cblr-1724	484	4	accessing	access	VERB
cblr-1724	484	5	capital	capital	NOUN
cblr-1724	484	6	has	have	AUX
cblr-1724	484	7	proven	prove	VERB
cblr-1724	484	8	to	to	PART
cblr-1724	484	9	be	be	AUX
cblr-1724	484	10	a	a	DET
cblr-1724	484	11	challenge	challenge	NOUN
cblr-1724	484	12	for	for	ADP
cblr-1724	484	13	the	the	DET
cblr-1724	484	14	government.250	government.250	NOUN
cblr-1724	484	15	however	however	ADV
cblr-1724	484	16	,	,	PUNCT
cblr-1724	484	17	currently	currently	ADV
cblr-1724	484	18	,	,	PUNCT
cblr-1724	484	19	the	the	DET
cblr-1724	484	20	very	very	ADJ
cblr-1724	484	21	entities	entity	NOUN
cblr-1724	484	22	that	that	PRON
cblr-1724	484	23	are	be	AUX
cblr-1724	484	24	creating	create	VERB
cblr-1724	484	25	rules	rule	NOUN
cblr-1724	484	26	around	around	ADP
cblr-1724	484	27	the	the	DET
cblr-1724	484	28	new	new	ADJ
cblr-1724	484	29	regulation	regulation	NOUN
cblr-1724	484	30	crowdfunding	crowdfunding	NOUN
cblr-1724	484	31	and	and	CCONJ
cblr-1724	484	32	that	that	PRON
cblr-1724	484	33	are	be	AUX
cblr-1724	484	34	tasked	task	VERB
cblr-1724	484	35	with	with	ADP
cblr-1724	484	36	assisting	assist	VERB
cblr-1724	484	37	female	female	ADJ
cblr-1724	484	38	entrepreneurs	entrepreneur	NOUN
cblr-1724	484	39	grow	grow	VERB
cblr-1724	484	40	and	and	CCONJ
cblr-1724	484	41	manage	manage	VERB
cblr-1724	484	42	their	their	PRON
cblr-1724	484	43	businesses	business	NOUN
cblr-1724	484	44	do	do	AUX
cblr-1724	484	45	not	not	PART
cblr-1724	484	46	require	require	VERB
cblr-1724	484	47	disclosure	disclosure	NOUN
cblr-1724	484	48	or	or	CCONJ
cblr-1724	484	49	tracking	tracking	NOUN
cblr-1724	484	50	of	of	ADP
cblr-1724	484	51	whether	whether	SCONJ
cblr-1724	484	52	a	a	DET
cblr-1724	484	53	company	company	NOUN
cblr-1724	484	54	seeking	seek	VERB
cblr-1724	484	55	funding	funding	NOUN
cblr-1724	484	56	is	be	AUX
cblr-1724	484	57	a	a	DET
cblr-1724	484	58	wob	wob	NOUN
cblr-1724	484	59	or	or	CCONJ
cblr-1724	484	60	not.251	not.251	NOUN
cblr-1724	484	61	like	like	ADP
cblr-1724	484	62	any	any	DET
cblr-1724	484	63	goal	goal	NOUN
cblr-1724	484	64	,	,	PUNCT
cblr-1724	484	65	a	a	DET
cblr-1724	484	66	true	true	ADJ
cblr-1724	484	67	commitment	commitment	NOUN
cblr-1724	484	68	to	to	ADP
cblr-1724	484	69	improved	improved	ADJ
cblr-1724	484	70	access	access	NOUN
cblr-1724	484	71	to	to	ADP
cblr-1724	484	72	capital	capital	NOUN
cblr-1724	484	73	for	for	ADP
cblr-1724	484	74	wobs	wobs	PROPN
cblr-1724	484	75	246	246	NUM
cblr-1724	484	76	i	i	PRON
cblr-1724	484	77	d.	d.	PROPN
cblr-1724	484	78	247	247	NUM
cblr-1724	484	79	see	see	VERB
cblr-1724	484	80	supra	supra	ADJ
cblr-1724	484	81	text	text	NOUN
cblr-1724	484	82	accompanying	accompanying	ADJ
cblr-1724	484	83	note	note	NOUN
cblr-1724	484	84	103	103	NUM
cblr-1724	484	85	.	.	PUNCT
cblr-1724	485	1	248	248	NUM
cblr-1724	485	2	teare	teare	VERB
cblr-1724	485	3	&	&	CCONJ
cblr-1724	485	4	desmond	desmond	PROPN
cblr-1724	485	5	,	,	PUNCT
cblr-1724	485	6	supra	supra	PROPN
cblr-1724	485	7	note	note	NOUN
cblr-1724	485	8	74	74	NUM
cblr-1724	485	9	.	.	PUNCT
cblr-1724	486	1	249	249	NUM
cblr-1724	486	2	chou	chou	NOUN
cblr-1724	486	3	,	,	PUNCT
cblr-1724	486	4	supra	supra	PROPN
cblr-1724	486	5	note	note	NOUN
cblr-1724	486	6	74	74	NUM
cblr-1724	486	7	.	.	PUNCT
cblr-1724	487	1	250	250	NUM
cblr-1724	487	2	see	see	VERB
cblr-1724	487	3	supra	supra	PROPN
cblr-1724	487	4	section	section	PROPN
cblr-1724	487	5	ii.a	ii.a	PROPN
cblr-1724	487	6	.	.	PROPN
cblr-1724	488	1	251	251	NUM
cblr-1724	488	2	see	see	VERB
cblr-1724	488	3	form	form	NOUN
cblr-1724	488	4	c	c	NOUN
cblr-1724	488	5	,	,	PUNCT
cblr-1724	488	6	supra	supra	PROPN
cblr-1724	488	7	note	note	NOUN
cblr-1724	488	8	209	209	NUM
cblr-1724	488	9	.	.	PUNCT
cblr-1724	489	1	brandt	brandt	PROPN
cblr-1724	489	2	–	–	PUNCT
cblr-1724	489	3	final	final	ADJ
cblr-1724	489	4	854	854	NUM
cblr-1724	489	5	columbia	columbia	PROPN
cblr-1724	489	6	business	business	NOUN
cblr-1724	489	7	law	law	PROPN
cblr-1724	489	8	review	review	NOUN
cblr-1724	489	9	[	[	X
cblr-1724	489	10	vol	vol	NOUN
cblr-1724	489	11	.	.	PUNCT
cblr-1724	489	12	2017	2017	NUM
cblr-1724	489	13	demands	demand	NOUN
cblr-1724	489	14	that	that	PRON
cblr-1724	489	15	progress	progress	NOUN
cblr-1724	489	16	be	be	AUX
cblr-1724	489	17	tracked	track	VERB
cblr-1724	489	18	and	and	CCONJ
cblr-1724	489	19	reported	report	VERB
cblr-1724	489	20	publicly	publicly	ADV
cblr-1724	489	21	.	.	PUNCT
cblr-1724	490	1	therefore	therefore	ADV
cblr-1724	490	2	,	,	PUNCT
cblr-1724	490	3	the	the	DET
cblr-1724	490	4	government	government	NOUN
cblr-1724	490	5	should	should	AUX
cblr-1724	490	6	improve	improve	VERB
cblr-1724	490	7	the	the	DET
cblr-1724	490	8	disclosure	disclosure	NOUN
cblr-1724	490	9	mechanisms	mechanism	NOUN
cblr-1724	490	10	for	for	ADP
cblr-1724	490	11	wobs	wob	NOUN
cblr-1724	490	12	and	and	CCONJ
cblr-1724	490	13	seek	seek	VERB
cblr-1724	490	14	female	female	ADJ
cblr-1724	490	15	employment	employment	NOUN
cblr-1724	490	16	metrics	metric	NOUN
cblr-1724	490	17	for	for	ADP
cblr-1724	490	18	all	all	DET
cblr-1724	490	19	companies	company	NOUN
cblr-1724	490	20	,	,	PUNCT
cblr-1724	490	21	particularly	particularly	ADV
cblr-1724	490	22	those	those	PRON
cblr-1724	490	23	in	in	ADP
cblr-1724	490	24	industries	industry	NOUN
cblr-1724	490	25	that	that	PRON
cblr-1724	490	26	struggle	struggle	VERB
cblr-1724	490	27	to	to	PART
cblr-1724	490	28	hire	hire	VERB
cblr-1724	490	29	and	and	CCONJ
cblr-1724	490	30	retain	retain	VERB
cblr-1724	490	31	women	woman	NOUN
cblr-1724	490	32	,	,	PUNCT
cblr-1724	490	33	such	such	ADJ
cblr-1724	490	34	as	as	ADP
cblr-1724	490	35	venture	venture	NOUN
cblr-1724	490	36	capital.252	capital.252	NOUN
cblr-1724	490	37	similarly	similarly	ADV
cblr-1724	490	38	,	,	PUNCT
cblr-1724	490	39	wobs	wob	VERB
cblr-1724	490	40	consistently	consistently	ADV
cblr-1724	490	41	under	under	ADP
cblr-1724	490	42	-	-	PUNCT
cblr-1724	490	43	estimate	estimate	VERB
cblr-1724	490	44	their	their	PRON
cblr-1724	490	45	fundraising	fundraising	NOUN
cblr-1724	490	46	needs	need	NOUN
cblr-1724	490	47	and	and	CCONJ
cblr-1724	490	48	ask	ask	VERB
cblr-1724	490	49	for	for	ADP
cblr-1724	490	50	too	too	ADV
cblr-1724	490	51	little	little	ADJ
cblr-1724	490	52	capital	capital	NOUN
cblr-1724	490	53	for	for	ADP
cblr-1724	490	54	their	their	PRON
cblr-1724	490	55	businesses.253	businesses.253	NOUN
cblr-1724	490	56	the	the	DET
cblr-1724	490	57	sba	sba	NOUN
cblr-1724	490	58	should	should	AUX
cblr-1724	490	59	engage	engage	VERB
cblr-1724	490	60	in	in	ADP
cblr-1724	490	61	a	a	DET
cblr-1724	490	62	pilot	pilot	NOUN
cblr-1724	490	63	program	program	NOUN
cblr-1724	490	64	of	of	ADP
cblr-1724	490	65	providing	provide	VERB
cblr-1724	490	66	professional	professional	ADJ
cblr-1724	490	67	financial	financial	ADJ
cblr-1724	490	68	advisors	advisor	NOUN
cblr-1724	490	69	by	by	ADP
cblr-1724	490	70	industry	industry	NOUN
cblr-1724	490	71	that	that	PRON
cblr-1724	490	72	can	can	AUX
cblr-1724	490	73	provide	provide	VERB
cblr-1724	490	74	female	female	ADJ
cblr-1724	490	75	entrepreneurs	entrepreneur	NOUN
cblr-1724	490	76	with	with	ADP
cblr-1724	490	77	financial	financial	ADJ
cblr-1724	490	78	modeling	modeling	NOUN
cblr-1724	490	79	,	,	PUNCT
cblr-1724	490	80	loan	loan	NOUN
cblr-1724	490	81	application	application	NOUN
cblr-1724	490	82	assistance	assistance	NOUN
cblr-1724	490	83	,	,	PUNCT
cblr-1724	490	84	and	and	CCONJ
cblr-1724	490	85	information	information	NOUN
cblr-1724	490	86	about	about	ADP
cblr-1724	490	87	the	the	DET
cblr-1724	490	88	various	various	ADJ
cblr-1724	490	89	pathways	pathway	NOUN
cblr-1724	490	90	towards	towards	ADP
cblr-1724	490	91	funding	funding	NOUN
cblr-1724	490	92	.	.	PUNCT
cblr-1724	491	1	while	while	SCONJ
cblr-1724	491	2	none	none	NOUN
cblr-1724	491	3	of	of	ADP
cblr-1724	491	4	these	these	DET
cblr-1724	491	5	solutions	solution	NOUN
cblr-1724	491	6	will	will	AUX
cblr-1724	491	7	entirely	entirely	ADV
cblr-1724	491	8	solve	solve	VERB
cblr-1724	491	9	the	the	DET
cblr-1724	491	10	complex	complex	ADJ
cblr-1724	491	11	problem	problem	NOUN
cblr-1724	491	12	of	of	ADP
cblr-1724	491	13	ensuring	ensure	VERB
cblr-1724	491	14	female	female	ADJ
cblr-1724	491	15	founders	founder	NOUN
cblr-1724	491	16	have	have	VERB
cblr-1724	491	17	access	access	NOUN
cblr-1724	491	18	to	to	PART
cblr-1724	491	19	raise	raise	VERB
cblr-1724	491	20	sufficient	sufficient	ADJ
cblr-1724	491	21	capital	capital	NOUN
cblr-1724	491	22	,	,	PUNCT
cblr-1724	491	23	they	they	PRON
cblr-1724	491	24	will	will	AUX
cblr-1724	491	25	show	show	VERB
cblr-1724	491	26	a	a	DET
cblr-1724	491	27	commitment	commitment	NOUN
cblr-1724	491	28	to	to	ADP
cblr-1724	491	29	solving	solve	VERB
cblr-1724	491	30	the	the	DET
cblr-1724	491	31	issue	issue	NOUN
cblr-1724	491	32	that	that	SCONJ
cblr-1724	491	33	congress	congress	PROPN
cblr-1724	491	34	already	already	ADV
cblr-1724	491	35	identified	identify	VERB
cblr-1724	491	36	as	as	ADP
cblr-1724	491	37	a	a	DET
cblr-1724	491	38	pressing	press	VERB
cblr-1724	491	39	problem	problem	NOUN
cblr-1724	491	40	and	and	CCONJ
cblr-1724	491	41	will	will	AUX
cblr-1724	491	42	create	create	VERB
cblr-1724	491	43	a	a	DET
cblr-1724	491	44	baseline	baseline	NOUN
cblr-1724	491	45	from	from	ADP
cblr-1724	491	46	which	which	PRON
cblr-1724	491	47	lawmakers	lawmaker	NOUN
cblr-1724	491	48	can	can	AUX
cblr-1724	491	49	measure	measure	VERB
cblr-1724	491	50	their	their	PRON
cblr-1724	491	51	future	future	ADJ
cblr-1724	491	52	endeavors	endeavor	NOUN
cblr-1724	491	53	against	against	ADP
cblr-1724	491	54	.	.	PUNCT
cblr-1724	492	1	v.	v.	ADP
cblr-1724	492	2	conclusion	conclusion	NOUN
cblr-1724	492	3	the	the	DET
cblr-1724	492	4	government	government	NOUN
cblr-1724	492	5	has	have	VERB
cblr-1724	492	6	a	a	DET
cblr-1724	492	7	long	long	ADJ
cblr-1724	492	8	history	history	NOUN
cblr-1724	492	9	of	of	ADP
cblr-1724	492	10	both	both	DET
cblr-1724	492	11	attempting	attempt	VERB
cblr-1724	492	12	(	(	PUNCT
cblr-1724	492	13	at	at	ADP
cblr-1724	492	14	least	least	ADJ
cblr-1724	492	15	rhetorically	rhetorically	ADV
cblr-1724	492	16	)	)	PUNCT
cblr-1724	492	17	to	to	PART
cblr-1724	492	18	promote	promote	VERB
cblr-1724	492	19	and	and	CCONJ
cblr-1724	492	20	failing	fail	VERB
cblr-1724	492	21	to	to	PART
cblr-1724	492	22	adequately	adequately	ADV
cblr-1724	492	23	provide	provide	VERB
cblr-1724	492	24	resources	resource	NOUN
cblr-1724	492	25	to	to	ADP
cblr-1724	492	26	wobs.254	wobs.254	NOUN
cblr-1724	492	27	the	the	DET
cblr-1724	492	28	government	government	NOUN
cblr-1724	492	29	has	have	AUX
cblr-1724	492	30	expanded	expand	VERB
cblr-1724	492	31	sba	sba	PROPN
cblr-1724	492	32	loans	loan	NOUN
cblr-1724	492	33	,	,	PUNCT
cblr-1724	492	34	which	which	PRON
cblr-1724	492	35	are	be	AUX
cblr-1724	492	36	more	more	ADV
cblr-1724	492	37	likely	likely	ADJ
cblr-1724	492	38	to	to	PART
cblr-1724	492	39	go	go	VERB
cblr-1724	492	40	to	to	ADP
cblr-1724	492	41	minorityor	minorityor	ADJ
cblr-1724	492	42	women	woman	NOUN
cblr-1724	492	43	-	-	PUNCT
cblr-1724	492	44	owned	own	VERB
cblr-1724	492	45	businesses	business	NOUN
cblr-1724	492	46	than	than	ADP
cblr-1724	492	47	traditional	traditional	ADJ
cblr-1724	492	48	bank	bank	NOUN
cblr-1724	492	49	loans.255	loans.255	PROPN
cblr-1724	492	50	the	the	DET
cblr-1724	492	51	government	government	NOUN
cblr-1724	492	52	has	have	AUX
cblr-1724	492	53	long	long	ADV
cblr-1724	492	54	attempted	attempt	VERB
cblr-1724	492	55	to	to	PART
cblr-1724	492	56	support	support	VERB
cblr-1724	492	57	wobs	wob	NOUN
cblr-1724	492	58	through	through	ADP
cblr-1724	492	59	the	the	DET
cblr-1724	492	60	creation	creation	NOUN
cblr-1724	492	61	of	of	ADP
cblr-1724	492	62	women	woman	NOUN
cblr-1724	492	63	’s	’s	PART
cblr-1724	492	64	business	business	NOUN
cblr-1724	492	65	centers	center	NOUN
cblr-1724	492	66	and	and	CCONJ
cblr-1724	492	67	various	various	ADJ
cblr-1724	492	68	government	government	NOUN
cblr-1724	492	69	-	-	PUNCT
cblr-1724	492	70	sponsored	sponsor	VERB
cblr-1724	492	71	programs	program	NOUN
cblr-1724	492	72	such	such	ADJ
cblr-1724	492	73	as	as	ADP
cblr-1724	492	74	preferential	preferential	ADJ
cblr-1724	492	75	treatment	treatment	NOUN
cblr-1724	492	76	in	in	ADP
cblr-1724	492	77	federal	federal	ADJ
cblr-1724	492	78	contracting	contracting	NOUN
cblr-1724	492	79	and	and	CCONJ
cblr-1724	492	80	the	the	DET
cblr-1724	492	81	women	woman	NOUN
cblr-1724	492	82	’s	’s	PART
cblr-1724	492	83	prequalification	prequalification	PROPN
cblr-1724	492	84	pilot	pilot	NOUN
cblr-1724	492	85	loan	loan	NOUN
cblr-1724	492	86	program.256	program.256	PROPN
cblr-1724	492	87	the	the	DET
cblr-1724	492	88	government	government	NOUN
cblr-1724	492	89	should	should	AUX
cblr-1724	492	90	strengthen	strengthen	VERB
cblr-1724	492	91	this	this	DET
cblr-1724	492	92	infrastructure	infrastructure	NOUN
cblr-1724	492	93	through	through	ADP
cblr-1724	492	94	partnerships	partnership	NOUN
cblr-1724	492	95	within	within	ADP
cblr-1724	492	96	the	the	DET
cblr-1724	492	97	community	community	NOUN
cblr-1724	492	98	,	,	PUNCT
cblr-1724	492	99	specifically	specifically	ADV
cblr-1724	492	100	with	with	ADP
cblr-1724	492	101	entities	entity	NOUN
cblr-1724	492	102	related	relate	VERB
cblr-1724	492	103	to	to	ADP
cblr-1724	492	104	financial	financial	ADJ
cblr-1724	492	105	support	support	NOUN
cblr-1724	492	106	such	such	ADJ
cblr-1724	492	107	as	as	ADP
cblr-1724	492	108	banks	bank	NOUN
cblr-1724	492	109	,	,	PUNCT
cblr-1724	492	110	angel	angel	NOUN
cblr-1724	492	111	investors	investor	NOUN
cblr-1724	492	112	,	,	PUNCT
cblr-1724	492	113	and	and	CCONJ
cblr-1724	492	114	venture	venture	NOUN
cblr-1724	492	115	252	252	NUM
cblr-1724	492	116	see	see	NOUN
cblr-1724	492	117	supra	supra	PROPN
cblr-1724	492	118	section	section	PROPN
cblr-1724	492	119	ii.b	ii.b	PROPN
cblr-1724	492	120	.	.	PUNCT
cblr-1724	493	1	253	253	NUM
cblr-1724	493	2	see	see	VERB
cblr-1724	493	3	supra	supra	ADJ
cblr-1724	493	4	text	text	NOUN
cblr-1724	493	5	accompanying	accompanying	ADJ
cblr-1724	493	6	notes	note	NOUN
cblr-1724	493	7	104–07	104–07	NUM
cblr-1724	493	8	.	.	PUNCT
cblr-1724	494	1	254	254	NUM
cblr-1724	494	2	see	see	VERB
cblr-1724	494	3	supra	supra	PROPN
cblr-1724	494	4	section	section	PROPN
cblr-1724	494	5	ii.a	ii.a	PROPN
cblr-1724	494	6	.	.	PUNCT
cblr-1724	495	1	255	255	NUM
cblr-1724	495	2	sba	sba	PROPN
cblr-1724	495	3	loans	loan	NOUN
cblr-1724	495	4	,	,	PUNCT
cblr-1724	495	5	supra	supra	PROPN
cblr-1724	495	6	note	note	NOUN
cblr-1724	495	7	45	45	NUM
cblr-1724	495	8	.	.	NOUN
cblr-1724	495	9	256	256	NUM
cblr-1724	495	10	see	see	VERB
cblr-1724	495	11	supra	supra	ADJ
cblr-1724	495	12	text	text	NOUN
cblr-1724	495	13	accompanying	accompanying	ADJ
cblr-1724	495	14	notes	note	NOUN
cblr-1724	495	15	27–29	27–29	NUM
cblr-1724	495	16	,	,	PUNCT
cblr-1724	495	17	40–41	40–41	NUM
cblr-1724	495	18	.	.	PUNCT
cblr-1724	496	1	brandt	brandt	PROPN
cblr-1724	496	2	–	–	PUNCT
cblr-1724	496	3	final	final	ADJ
cblr-1724	496	4	no	no	NOUN
cblr-1724	496	5	.	.	NOUN
cblr-1724	496	6	2:807	2:807	NUM
cblr-1724	496	7	]	]	PUNCT
cblr-1724	496	8	women	woman	NOUN
cblr-1724	496	9	-	-	PUNCT
cblr-1724	496	10	owned	own	VERB
cblr-1724	496	11	businesses	business	NOUN
cblr-1724	496	12	’	'	PUNCT
cblr-1724	496	13	access	access	NOUN
cblr-1724	496	14	to	to	ADP
cblr-1724	496	15	capital	capital	NOUN
cblr-1724	496	16	855	855	NUM
cblr-1724	496	17	capitalists	capitalist	NOUN
cblr-1724	496	18	,	,	PUNCT
cblr-1724	496	19	given	give	VERB
cblr-1724	496	20	that	that	SCONJ
cblr-1724	496	21	the	the	DET
cblr-1724	496	22	top	top	ADJ
cblr-1724	496	23	concern	concern	NOUN
cblr-1724	496	24	for	for	ADP
cblr-1724	496	25	female	female	ADJ
cblr-1724	496	26	entrepreneurs	entrepreneur	NOUN
cblr-1724	496	27	remains	remains	AUX
cblr-1724	496	28	accessing	access	VERB
cblr-1724	496	29	capital.257	capital.257	NOUN
cblr-1724	496	30	wobs	wob	NOUN
cblr-1724	496	31	appear	appear	VERB
cblr-1724	496	32	to	to	PART
cblr-1724	496	33	present	present	VERB
cblr-1724	496	34	the	the	DET
cblr-1724	496	35	best	good	ADJ
cblr-1724	496	36	opportunity	opportunity	NOUN
cblr-1724	496	37	for	for	ADP
cblr-1724	496	38	growth	growth	NOUN
cblr-1724	496	39	in	in	ADP
cblr-1724	496	40	the	the	DET
cblr-1724	496	41	economy.258	economy.258	NOUN
cblr-1724	496	42	yet	yet	ADV
cblr-1724	496	43	,	,	PUNCT
cblr-1724	496	44	female	female	ADJ
cblr-1724	496	45	entrepreneurs	entrepreneur	NOUN
cblr-1724	496	46	systematically	systematically	ADV
cblr-1724	496	47	struggle	struggle	VERB
cblr-1724	496	48	to	to	PART
cblr-1724	496	49	raise	raise	VERB
cblr-1724	496	50	capital	capital	NOUN
cblr-1724	496	51	through	through	ADP
cblr-1724	496	52	traditional	traditional	ADJ
cblr-1724	496	53	means	mean	NOUN
cblr-1724	496	54	of	of	ADP
cblr-1724	496	55	angel	angel	NOUN
cblr-1724	496	56	investing	investing	NOUN
cblr-1724	496	57	and	and	CCONJ
cblr-1724	496	58	venture	venture	NOUN
cblr-1724	496	59	capital.259	capital.259	NOUN
cblr-1724	496	60	several	several	ADJ
cblr-1724	496	61	sometimesconflicting	sometimesconflicting	NOUN
cblr-1724	496	62	theories	theory	NOUN
cblr-1724	496	63	exist	exist	VERB
cblr-1724	496	64	as	as	ADP
cblr-1724	496	65	to	to	ADP
cblr-1724	496	66	why	why	SCONJ
cblr-1724	496	67	this	this	DET
cblr-1724	496	68	access	access	NOUN
cblr-1724	496	69	to	to	ADP
cblr-1724	496	70	capital	capital	NOUN
cblr-1724	496	71	appears	appear	VERB
cblr-1724	496	72	lower	low	ADJ
cblr-1724	496	73	for	for	ADP
cblr-1724	496	74	female	female	ADJ
cblr-1724	496	75	entrepreneurs	entrepreneur	NOUN
cblr-1724	496	76	than	than	ADP
cblr-1724	496	77	their	their	PRON
cblr-1724	496	78	male	male	ADJ
cblr-1724	496	79	counterparts	counterpart	NOUN
cblr-1724	496	80	,	,	PUNCT
cblr-1724	496	81	but	but	CCONJ
cblr-1724	496	82	many	many	ADJ
cblr-1724	496	83	commentators	commentator	NOUN
cblr-1724	496	84	have	have	AUX
cblr-1724	496	85	seized	seize	VERB
cblr-1724	496	86	on	on	ADP
cblr-1724	496	87	the	the	DET
cblr-1724	496	88	fact	fact	NOUN
cblr-1724	496	89	that	that	SCONJ
cblr-1724	496	90	there	there	PRON
cblr-1724	496	91	are	be	VERB
cblr-1724	496	92	few	few	ADJ
cblr-1724	496	93	women	woman	NOUN
cblr-1724	496	94	in	in	ADP
cblr-1724	496	95	the	the	DET
cblr-1724	496	96	venture	venture	NOUN
cblr-1724	496	97	capital	capital	NOUN
cblr-1724	496	98	market	market	NOUN
cblr-1724	496	99	,	,	PUNCT
cblr-1724	496	100	the	the	DET
cblr-1724	496	101	women	woman	NOUN
cblr-1724	496	102	who	who	PRON
cblr-1724	496	103	have	have	AUX
cblr-1724	496	104	entered	enter	VERB
cblr-1724	496	105	the	the	DET
cblr-1724	496	106	industry	industry	NOUN
cblr-1724	496	107	hold	hold	VERB
cblr-1724	496	108	entryor	entryor	ADJ
cblr-1724	496	109	mid	mid	ADJ
cblr-1724	496	110	-	-	ADJ
cblr-1724	496	111	level	level	ADJ
cblr-1724	496	112	positions	position	NOUN
cblr-1724	496	113	without	without	ADP
cblr-1724	496	114	significant	significant	ADJ
cblr-1724	496	115	decision	decision	NOUN
cblr-1724	496	116	-	-	PUNCT
cblr-1724	496	117	making	make	VERB
cblr-1724	496	118	power	power	NOUN
cblr-1724	496	119	,	,	PUNCT
cblr-1724	496	120	and	and	CCONJ
cblr-1724	496	121	retention	retention	NOUN
cblr-1724	496	122	of	of	ADP
cblr-1724	496	123	women	woman	NOUN
cblr-1724	496	124	in	in	ADP
cblr-1724	496	125	the	the	DET
cblr-1724	496	126	industry	industry	NOUN
cblr-1724	496	127	is	be	AUX
cblr-1724	496	128	exceptionally	exceptionally	ADV
cblr-1724	496	129	low.260	low.260	ADJ
cblr-1724	496	130	the	the	DET
cblr-1724	496	131	government	government	NOUN
cblr-1724	496	132	needs	need	VERB
cblr-1724	496	133	to	to	PART
cblr-1724	496	134	stimulate	stimulate	VERB
cblr-1724	496	135	interest	interest	NOUN
cblr-1724	496	136	in	in	ADP
cblr-1724	496	137	and	and	CCONJ
cblr-1724	496	138	support	support	VERB
cblr-1724	496	139	for	for	ADP
cblr-1724	496	140	retention	retention	NOUN
cblr-1724	496	141	of	of	ADP
cblr-1724	496	142	women	woman	NOUN
cblr-1724	496	143	in	in	ADP
cblr-1724	496	144	the	the	DET
cblr-1724	496	145	venture	venture	NOUN
cblr-1724	496	146	capital	capital	NOUN
cblr-1724	496	147	industry	industry	NOUN
cblr-1724	496	148	,	,	PUNCT
cblr-1724	496	149	similar	similar	ADJ
cblr-1724	496	150	to	to	ADP
cblr-1724	496	151	its	its	PRON
cblr-1724	496	152	work	work	NOUN
cblr-1724	496	153	in	in	ADP
cblr-1724	496	154	supporting	support	VERB
cblr-1724	496	155	and	and	CCONJ
cblr-1724	496	156	encouraging	encourage	VERB
cblr-1724	496	157	women	woman	NOUN
cblr-1724	496	158	and	and	CCONJ
cblr-1724	496	159	girls	girl	NOUN
cblr-1724	496	160	to	to	PART
cblr-1724	496	161	enter	enter	VERB
cblr-1724	496	162	stem	stem	NOUN
cblr-1724	496	163	fields	field	NOUN
cblr-1724	496	164	.	.	PUNCT
cblr-1724	497	1	a	a	DET
cblr-1724	497	2	good	good	ADJ
cblr-1724	497	3	start	start	NOUN
cblr-1724	497	4	to	to	ADP
cblr-1724	497	5	these	these	DET
cblr-1724	497	6	efforts	effort	NOUN
cblr-1724	497	7	would	would	AUX
cblr-1724	497	8	include	include	VERB
cblr-1724	497	9	encouraging	encourage	VERB
cblr-1724	497	10	venture	venture	NOUN
cblr-1724	497	11	capital	capital	NOUN
cblr-1724	497	12	firms	firm	NOUN
cblr-1724	497	13	to	to	PART
cblr-1724	497	14	report	report	VERB
cblr-1724	497	15	on	on	ADP
cblr-1724	497	16	their	their	PRON
cblr-1724	497	17	participation	participation	NOUN
cblr-1724	497	18	,	,	PUNCT
cblr-1724	497	19	retention	retention	NOUN
cblr-1724	497	20	,	,	PUNCT
cblr-1724	497	21	and	and	CCONJ
cblr-1724	497	22	promotion	promotion	NOUN
cblr-1724	497	23	rates	rate	NOUN
cblr-1724	497	24	for	for	ADP
cblr-1724	497	25	women	woman	NOUN
cblr-1724	497	26	.	.	PUNCT
cblr-1724	498	1	while	while	SCONJ
cblr-1724	498	2	semblances	semblance	NOUN
cblr-1724	498	3	of	of	ADP
cblr-1724	498	4	crowdfunding	crowdfunding	NOUN
cblr-1724	498	5	existed	exist	VERB
cblr-1724	498	6	earlier	early	ADV
cblr-1724	498	7	in	in	ADP
cblr-1724	498	8	history	history	NOUN
cblr-1724	498	9	,	,	PUNCT
cblr-1724	498	10	modern	modern	ADJ
cblr-1724	498	11	crowdfunding	crowdfunding	NOUN
cblr-1724	498	12	,	,	PUNCT
cblr-1724	498	13	and	and	CCONJ
cblr-1724	498	14	the	the	DET
cblr-1724	498	15	term	term	NOUN
cblr-1724	498	16	used	use	VERB
cblr-1724	498	17	to	to	PART
cblr-1724	498	18	describe	describe	VERB
cblr-1724	498	19	it	it	PRON
cblr-1724	498	20	,	,	PUNCT
cblr-1724	498	21	quickly	quickly	ADV
cblr-1724	498	22	became	become	VERB
cblr-1724	498	23	popular	popular	ADJ
cblr-1724	498	24	through	through	ADP
cblr-1724	498	25	the	the	DET
cblr-1724	498	26	connection	connection	NOUN
cblr-1724	498	27	provided	provide	VERB
cblr-1724	498	28	by	by	ADP
cblr-1724	498	29	the	the	DET
cblr-1724	498	30	internet.261	internet.261	NOUN
cblr-1724	498	31	online	online	NOUN
cblr-1724	498	32	platforms	platform	NOUN
cblr-1724	498	33	quickly	quickly	ADV
cblr-1724	498	34	became	become	VERB
cblr-1724	498	35	household	household	NOUN
cblr-1724	498	36	names	name	NOUN
cblr-1724	498	37	and	and	CCONJ
cblr-1724	498	38	offered	offer	VERB
cblr-1724	498	39	anyone	anyone	PRON
cblr-1724	498	40	with	with	ADP
cblr-1724	498	41	an	an	DET
cblr-1724	498	42	internet	internet	NOUN
cblr-1724	498	43	connection	connection	NOUN
cblr-1724	498	44	the	the	DET
cblr-1724	498	45	ability	ability	NOUN
cblr-1724	498	46	to	to	PART
cblr-1724	498	47	contribute	contribute	VERB
cblr-1724	498	48	to	to	ADP
cblr-1724	498	49	projects	project	NOUN
cblr-1724	498	50	of	of	ADP
cblr-1724	498	51	interest	interest	NOUN
cblr-1724	498	52	through	through	ADP
cblr-1724	498	53	donations.262	donations.262	DET
cblr-1724	498	54	many	many	ADJ
cblr-1724	498	55	businesses	business	NOUN
cblr-1724	498	56	are	be	AUX
cblr-1724	498	57	anxious	anxious	ADJ
cblr-1724	498	58	to	to	PART
cblr-1724	498	59	use	use	VERB
cblr-1724	498	60	this	this	DET
cblr-1724	498	61	same	same	ADJ
cblr-1724	498	62	method	method	NOUN
cblr-1724	498	63	to	to	PART
cblr-1724	498	64	access	access	VERB
cblr-1724	498	65	the	the	DET
cblr-1724	498	66	capital	capital	NOUN
cblr-1724	498	67	markets.263	markets.263	NOUN
cblr-1724	498	68	after	after	ADP
cblr-1724	498	69	major	major	ADJ
cblr-1724	498	70	recessions	recession	NOUN
cblr-1724	498	71	in	in	ADP
cblr-1724	498	72	the	the	DET
cblr-1724	498	73	united	united	PROPN
cblr-1724	498	74	states	states	PROPN
cblr-1724	498	75	,	,	PUNCT
cblr-1724	498	76	congress	congress	PROPN
cblr-1724	498	77	grew	grow	VERB
cblr-1724	498	78	concerned	concerned	ADJ
cblr-1724	498	79	with	with	ADP
cblr-1724	498	80	the	the	DET
cblr-1724	498	81	threat	threat	NOUN
cblr-1724	498	82	of	of	ADP
cblr-1724	498	83	securities	security	NOUN
cblr-1724	498	84	fraud	fraud	NOUN
cblr-1724	498	85	and	and	CCONJ
cblr-1724	498	86	,	,	PUNCT
cblr-1724	498	87	therefore	therefore	ADV
cblr-1724	498	88	,	,	PUNCT
cblr-1724	498	89	became	become	VERB
cblr-1724	498	90	interested	interested	ADJ
cblr-1724	498	91	in	in	ADP
cblr-1724	498	92	increasing	increase	VERB
cblr-1724	498	93	investor	investor	NOUN
cblr-1724	498	94	257	257	NUM
cblr-1724	498	95	coleman	coleman	PROPN
cblr-1724	498	96	&	&	CCONJ
cblr-1724	498	97	robb	robb	PROPN
cblr-1724	498	98	,	,	PUNCT
cblr-1724	498	99	supra	supra	PROPN
cblr-1724	498	100	note	note	NOUN
cblr-1724	498	101	61	61	NUM
cblr-1724	498	102	,	,	PUNCT
cblr-1724	498	103	at	at	ADP
cblr-1724	498	104	500	500	NUM
cblr-1724	498	105	.	.	PUNCT
cblr-1724	498	106	258	258	NUM
cblr-1724	498	107	see	see	VERB
cblr-1724	498	108	supra	supra	ADJ
cblr-1724	498	109	text	text	NOUN
cblr-1724	498	110	accompanying	accompanying	ADJ
cblr-1724	498	111	note	note	NOUN
cblr-1724	498	112	27	27	NUM
cblr-1724	498	113	.	.	PUNCT
cblr-1724	499	1	259	259	NUM
cblr-1724	500	1	i	i	PRON
cblr-1724	500	2	d.	d.	PROPN
cblr-1724	500	3	260	260	NUM
cblr-1724	500	4	see	see	VERB
cblr-1724	500	5	supra	supra	ADJ
cblr-1724	500	6	text	text	NOUN
cblr-1724	500	7	accompanying	accompanying	ADJ
cblr-1724	500	8	notes	note	NOUN
cblr-1724	500	9	85–98	85–98	NUM
cblr-1724	500	10	,	,	PUNCT
cblr-1724	500	11	100–02	100–02	NUM
cblr-1724	500	12	.	.	PUNCT
cblr-1724	501	1	261	261	NUM
cblr-1724	501	2	see	see	VERB
cblr-1724	501	3	supra	supra	PROPN
cblr-1724	501	4	section	section	NOUN
cblr-1724	501	5	ii.c.1	ii.c.1	NOUN
cblr-1724	501	6	.	.	PUNCT
cblr-1724	502	1	262	262	NUM
cblr-1724	502	2	see	see	VERB
cblr-1724	502	3	supra	supra	PROPN
cblr-1724	502	4	section	section	NOUN
cblr-1724	502	5	ii.c	ii.c	VERB
cblr-1724	502	6	.	.	PUNCT
cblr-1724	503	1	263	263	NUM
cblr-1724	503	2	see	see	VERB
cblr-1724	503	3	supra	supra	ADJ
cblr-1724	503	4	text	text	NOUN
cblr-1724	503	5	accompanying	accompany	VERB
cblr-1724	503	6	notes	note	NOUN
cblr-1724	503	7	132–138	132–138	PROPN
cblr-1724	503	8	.	.	PUNCT
cblr-1724	504	1	brandt	brandt	PROPN
cblr-1724	504	2	–	–	PUNCT
cblr-1724	504	3	final	final	ADJ
cblr-1724	504	4	856	856	NUM
cblr-1724	504	5	columbia	columbia	PROPN
cblr-1724	504	6	business	business	NOUN
cblr-1724	504	7	law	law	PROPN
cblr-1724	504	8	review	review	NOUN
cblr-1724	504	9	[	[	X
cblr-1724	504	10	vol	vol	NOUN
cblr-1724	504	11	.	.	NOUN
cblr-1724	504	12	2017	2017	NUM
cblr-1724	504	13	confidence	confidence	NOUN
cblr-1724	504	14	in	in	ADP
cblr-1724	504	15	the	the	DET
cblr-1724	504	16	markets.264	markets.264	NOUN
cblr-1724	504	17	therefore	therefore	ADV
cblr-1724	504	18	,	,	PUNCT
cblr-1724	504	19	congress	congress	PROPN
cblr-1724	504	20	promulgated	promulgate	VERB
cblr-1724	504	21	strict	strict	ADJ
cblr-1724	504	22	regulations	regulation	NOUN
cblr-1724	504	23	for	for	ADP
cblr-1724	504	24	both	both	DET
cblr-1724	504	25	businesses	business	NOUN
cblr-1724	504	26	seeking	seek	VERB
cblr-1724	504	27	to	to	PART
cblr-1724	504	28	offer	offer	VERB
cblr-1724	504	29	securities	security	NOUN
cblr-1724	504	30	and	and	CCONJ
cblr-1724	504	31	investors	investor	NOUN
cblr-1724	504	32	interested	interested	ADJ
cblr-1724	504	33	in	in	ADP
cblr-1724	504	34	providing	provide	VERB
cblr-1724	504	35	capital	capital	NOUN
cblr-1724	504	36	in	in	ADP
cblr-1724	504	37	return	return	NOUN
cblr-1724	504	38	for	for	ADP
cblr-1724	504	39	equity	equity	NOUN
cblr-1724	504	40	or	or	CCONJ
cblr-1724	504	41	debt.265	debt.265	VERB
cblr-1724	504	42	previous	previous	ADJ
cblr-1724	504	43	securities	security	NOUN
cblr-1724	504	44	regulations	regulation	NOUN
cblr-1724	504	45	prohibited	prohibit	VERB
cblr-1724	504	46	equity	equity	NOUN
cblr-1724	504	47	crowdfunding	crowdfunding	NOUN
cblr-1724	504	48	through	through	ADP
cblr-1724	504	49	the	the	DET
cblr-1724	504	50	securities	security	NOUN
cblr-1724	504	51	act	act	NOUN
cblr-1724	504	52	of	of	ADP
cblr-1724	504	53	1933.266	1933.266	NUM
cblr-1724	504	54	many	many	ADJ
cblr-1724	504	55	felt	feel	VERB
cblr-1724	504	56	that	that	SCONJ
cblr-1724	504	57	sarbanes	sarbane	NOUN
cblr-1724	504	58	-	-	PUNCT
cblr-1724	504	59	oxley	oxley	NOUN
cblr-1724	504	60	’s	’s	PART
cblr-1724	504	61	passage	passage	NOUN
cblr-1724	504	62	in	in	ADP
cblr-1724	504	63	2002	2002	NUM
cblr-1724	504	64	further	far	ADV
cblr-1724	504	65	choked	choke	VERB
cblr-1724	504	66	securities	security	NOUN
cblr-1724	504	67	regulations	regulation	NOUN
cblr-1724	504	68	,	,	PUNCT
cblr-1724	504	69	especially	especially	ADV
cblr-1724	504	70	for	for	ADP
cblr-1724	504	71	small	small	ADJ
cblr-1724	504	72	companies	company	NOUN
cblr-1724	504	73	or	or	CCONJ
cblr-1724	504	74	those	those	PRON
cblr-1724	504	75	seeking	seek	VERB
cblr-1724	504	76	a	a	DET
cblr-1724	504	77	pathway	pathway	NOUN
cblr-1724	504	78	to	to	ADP
cblr-1724	504	79	their	their	PRON
cblr-1724	504	80	ipo.267	ipo.267	NOUN
cblr-1724	504	81	with	with	ADP
cblr-1724	504	82	the	the	DET
cblr-1724	504	83	passage	passage	NOUN
cblr-1724	504	84	of	of	ADP
cblr-1724	504	85	the	the	DET
cblr-1724	504	86	jobs	job	NOUN
cblr-1724	504	87	act	act	PROPN
cblr-1724	504	88	,	,	PUNCT
cblr-1724	504	89	which	which	PRON
cblr-1724	504	90	included	include	VERB
cblr-1724	504	91	the	the	DET
cblr-1724	504	92	crowdfund	crowdfund	PROPN
cblr-1724	504	93	act	act	PROPN
cblr-1724	504	94	,	,	PUNCT
cblr-1724	504	95	the	the	DET
cblr-1724	504	96	government	government	NOUN
cblr-1724	504	97	sought	seek	VERB
cblr-1724	504	98	to	to	PART
cblr-1724	504	99	reduce	reduce	VERB
cblr-1724	504	100	restrictions	restriction	NOUN
cblr-1724	504	101	on	on	ADP
cblr-1724	504	102	investors	investor	NOUN
cblr-1724	504	103	and	and	CCONJ
cblr-1724	504	104	small	small	ADJ
cblr-1724	504	105	companies	company	NOUN
cblr-1724	504	106	while	while	SCONJ
cblr-1724	504	107	maintaining	maintain	VERB
cblr-1724	504	108	enough	enough	ADJ
cblr-1724	504	109	regulation	regulation	NOUN
cblr-1724	504	110	to	to	PART
cblr-1724	504	111	stifle	stifle	VERB
cblr-1724	504	112	the	the	DET
cblr-1724	504	113	threat	threat	NOUN
cblr-1724	504	114	of	of	ADP
cblr-1724	504	115	fraud.268	fraud.268	NOUN
cblr-1724	504	116	some	some	DET
cblr-1724	504	117	commentators	commentator	NOUN
cblr-1724	504	118	proclaimed	proclaim	VERB
cblr-1724	504	119	the	the	DET
cblr-1724	504	120	crowdfund	crowdfund	PROPN
cblr-1724	504	121	act	act	PROPN
cblr-1724	504	122	as	as	ADP
cblr-1724	504	123	the	the	DET
cblr-1724	504	124	democratization	democratization	NOUN
cblr-1724	504	125	of	of	ADP
cblr-1724	504	126	equity	equity	NOUN
cblr-1724	504	127	investments	investment	NOUN
cblr-1724	504	128	in	in	ADP
cblr-1724	504	129	emerging	emerge	VERB
cblr-1724	504	130	companies.269	companies.269	NOUN
cblr-1724	504	131	many	many	ADJ
cblr-1724	504	132	believed	believe	VERB
cblr-1724	504	133	that	that	SCONJ
cblr-1724	504	134	this	this	DET
cblr-1724	504	135	democratization	democratization	NOUN
cblr-1724	504	136	would	would	AUX
cblr-1724	504	137	improve	improve	VERB
cblr-1724	504	138	female	female	ADJ
cblr-1724	504	139	entrepreneurs	entrepreneur	NOUN
cblr-1724	504	140	’	'	PUNCT
cblr-1724	504	141	access	access	NOUN
cblr-1724	504	142	to	to	ADP
cblr-1724	504	143	capital	capital	NOUN
cblr-1724	504	144	because	because	SCONJ
cblr-1724	504	145	it	it	PRON
cblr-1724	504	146	diversified	diversify	VERB
cblr-1724	504	147	potential	potential	ADJ
cblr-1724	504	148	investors	investor	NOUN
cblr-1724	504	149	by	by	ADP
cblr-1724	504	150	reducing	reduce	VERB
cblr-1724	504	151	the	the	DET
cblr-1724	504	152	regulations	regulation	NOUN
cblr-1724	504	153	restricting	restrict	VERB
cblr-1724	504	154	non	non	ADJ
cblr-1724	504	155	-	-	ADJ
cblr-1724	504	156	accredited	accredited	ADJ
cblr-1724	504	157	investors.270	investors.270	NOUN
cblr-1724	504	158	since	since	SCONJ
cblr-1724	504	159	equity	equity	NOUN
cblr-1724	504	160	crowdfunding	crowdfunding	NOUN
cblr-1724	504	161	became	become	VERB
cblr-1724	504	162	available	available	ADJ
cblr-1724	504	163	on	on	ADP
cblr-1724	504	164	funding	funding	NOUN
cblr-1724	504	165	portals	portal	NOUN
cblr-1724	504	166	in	in	ADP
cblr-1724	504	167	may	may	PROPN
cblr-1724	504	168	2016	2016	NUM
cblr-1724	504	169	,	,	PUNCT
cblr-1724	504	170	nearly	nearly	ADV
cblr-1724	504	171	200	200	NUM
cblr-1724	504	172	companies	company	NOUN
cblr-1724	504	173	have	have	AUX
cblr-1724	504	174	sought	seek	VERB
cblr-1724	504	175	to	to	PART
cblr-1724	504	176	take	take	VERB
cblr-1724	504	177	advantage	advantage	NOUN
cblr-1724	504	178	of	of	ADP
cblr-1724	504	179	the	the	DET
cblr-1724	504	180	new	new	ADJ
cblr-1724	504	181	capital	capital	NOUN
cblr-1724	504	182	raising	raise	VERB
cblr-1724	504	183	mechanism.271	mechanism.271	NOUN
cblr-1724	504	184	however	however	ADV
cblr-1724	504	185	,	,	PUNCT
cblr-1724	504	186	the	the	DET
cblr-1724	504	187	first	first	ADJ
cblr-1724	504	188	quarter	quarter	NOUN
cblr-1724	504	189	did	do	AUX
cblr-1724	504	190	not	not	PART
cblr-1724	504	191	result	result	VERB
cblr-1724	504	192	in	in	ADP
cblr-1724	504	193	any	any	DET
cblr-1724	504	194	wobs	wob	NOUN
cblr-1724	504	195	closing	closing	NOUN
cblr-1724	504	196	equity	equity	NOUN
cblr-1724	504	197	rounds	round	NOUN
cblr-1724	504	198	through	through	ADP
cblr-1724	504	199	the	the	DET
cblr-1724	504	200	new	new	ADJ
cblr-1724	504	201	crowdfunding	crowdfunding	NOUN
cblr-1724	504	202	provisions.272	provisions.272	NOUN
cblr-1724	504	203	additionally	additionally	ADV
cblr-1724	504	204	,	,	PUNCT
cblr-1724	504	205	the	the	DET
cblr-1724	504	206	early	early	ADJ
cblr-1724	504	207	data	datum	NOUN
cblr-1724	504	208	shows	show	VERB
cblr-1724	504	209	that	that	SCONJ
cblr-1724	504	210	the	the	DET
cblr-1724	504	211	rate	rate	NOUN
cblr-1724	504	212	of	of	ADP
cblr-1724	504	213	wobs	wob	NOUN
cblr-1724	504	214	attempting	attempt	VERB
cblr-1724	504	215	to	to	PART
cblr-1724	504	216	secure	secure	VERB
cblr-1724	504	217	financing	financing	NOUN
cblr-1724	504	218	through	through	ADP
cblr-1724	504	219	crowdfunding	crowdfunding	NOUN
cblr-1724	504	220	appears	appear	VERB
cblr-1724	504	221	no	no	ADV
cblr-1724	504	222	greater	great	ADJ
cblr-1724	504	223	than	than	SCONJ
cblr-1724	504	224	the	the	DET
cblr-1724	504	225	rate	rate	NOUN
cblr-1724	504	226	at	at	ADP
cblr-1724	504	227	which	which	PRON
cblr-1724	504	228	they	they	PRON
cblr-1724	504	229	successfully	successfully	ADV
cblr-1724	504	230	secure	secure	VERB
cblr-1724	504	231	financing	financing	NOUN
cblr-1724	504	232	through	through	ADP
cblr-1724	504	233	more	more	ADJ
cblr-1724	504	234	traditional	traditional	ADJ
cblr-1724	504	235	means	mean	NOUN
cblr-1724	504	236	of	of	ADP
cblr-1724	504	237	fundraising	fundraising	NOUN
cblr-1724	504	238	,	,	PUNCT
cblr-1724	504	239	such	such	ADJ
cblr-1724	504	240	as	as	ADP
cblr-1724	504	241	venture	venture	NOUN
cblr-1724	504	242	capital	capital	NOUN
cblr-1724	504	243	or	or	CCONJ
cblr-1724	504	244	angel	angel	NOUN
cblr-1724	504	245	investments.273	investments.273	NOUN
cblr-1724	504	246	further	further	ADJ
cblr-1724	504	247	research	research	NOUN
cblr-1724	504	248	is	be	AUX
cblr-1724	504	249	needed	need	VERB
cblr-1724	504	250	to	to	PART
cblr-1724	504	251	conclusively	conclusively	ADV
cblr-1724	504	252	determine	determine	VERB
cblr-1724	504	253	if	if	SCONJ
cblr-1724	504	254	equity	equity	NOUN
cblr-1724	504	255	crowdfunding	crowdfunding	NOUN
cblr-1724	504	256	has	have	AUX
cblr-1724	504	257	264	264	NUM
cblr-1724	504	258	see	see	NOUN
cblr-1724	504	259	supra	supra	PROPN
cblr-1724	504	260	section	section	PROPN
cblr-1724	504	261	ii.c.2	ii.c.2	PROPN
cblr-1724	504	262	.	.	PUNCT
cblr-1724	505	1	265	265	NUM
cblr-1724	506	1	i	i	PRON
cblr-1724	506	2	d.	d.	PROPN
cblr-1724	506	3	266	266	NUM
cblr-1724	506	4	see	see	VERB
cblr-1724	506	5	supra	supra	PROPN
cblr-1724	506	6	section	section	NOUN
cblr-1724	506	7	ii.c.2	ii.c.2	PROPN
cblr-1724	506	8	.	.	PUNCT
cblr-1724	507	1	267	267	NUM
cblr-1724	507	2	see	see	VERB
cblr-1724	507	3	supra	supra	ADJ
cblr-1724	507	4	text	text	NOUN
cblr-1724	507	5	accompanying	accompanying	ADJ
cblr-1724	507	6	note	note	NOUN
cblr-1724	507	7	150	150	NUM
cblr-1724	507	8	.	.	PUNCT
cblr-1724	507	9	268	268	NUM
cblr-1724	508	1	i	i	PRON
cblr-1724	508	2	d.	d.	PROPN
cblr-1724	508	3	269	269	NUM
cblr-1724	508	4	see	see	VERB
cblr-1724	508	5	supra	supra	ADJ
cblr-1724	508	6	text	text	NOUN
cblr-1724	508	7	accompanying	accompanying	ADJ
cblr-1724	508	8	notes	note	NOUN
cblr-1724	508	9	175–76	175–76	NUM
cblr-1724	508	10	.	.	PUNCT
cblr-1724	509	1	270	270	NUM
cblr-1724	509	2	i	i	NOUN
cblr-1724	509	3	d.	d.	PROPN
cblr-1724	509	4	271	271	NUM
cblr-1724	509	5	see	see	VERB
cblr-1724	509	6	supra	supra	ADJ
cblr-1724	509	7	text	text	NOUN
cblr-1724	509	8	accompanying	accompanying	ADJ
cblr-1724	509	9	note	note	NOUN
cblr-1724	509	10	209	209	NUM
cblr-1724	509	11	.	.	PUNCT
cblr-1724	510	1	272	272	NUM
cblr-1724	510	2	see	see	VERB
cblr-1724	510	3	supra	supra	ADJ
cblr-1724	510	4	text	text	NOUN
cblr-1724	510	5	accompanying	accompanying	ADJ
cblr-1724	510	6	note	note	NOUN
cblr-1724	510	7	206	206	NUM
cblr-1724	510	8	.	.	PUNCT
cblr-1724	511	1	273	273	NUM
cblr-1724	511	2	see	see	VERB
cblr-1724	511	3	supra	supra	ADJ
cblr-1724	511	4	text	text	NOUN
cblr-1724	511	5	accompanying	accompanying	ADJ
cblr-1724	511	6	note	note	NOUN
cblr-1724	511	7	217	217	NUM
cblr-1724	511	8	.	.	PUNCT
cblr-1724	512	1	brandt	brandt	PROPN
cblr-1724	512	2	–	–	PUNCT
cblr-1724	512	3	final	final	ADJ
cblr-1724	512	4	no	no	NOUN
cblr-1724	512	5	.	.	NOUN
cblr-1724	512	6	2:807	2:807	NUM
cblr-1724	512	7	]	]	PUNCT
cblr-1724	512	8	women	woman	NOUN
cblr-1724	512	9	-	-	PUNCT
cblr-1724	512	10	owned	own	VERB
cblr-1724	512	11	businesses	business	NOUN
cblr-1724	512	12	’	'	PUNCT
cblr-1724	512	13	access	access	NOUN
cblr-1724	512	14	to	to	ADP
cblr-1724	512	15	capital	capital	PROPN
cblr-1724	512	16	857	857	NUM
cblr-1724	512	17	resulted	result	VERB
cblr-1724	512	18	in	in	ADP
cblr-1724	512	19	the	the	DET
cblr-1724	512	20	expected	expect	VERB
cblr-1724	512	21	boon	boon	NOUN
cblr-1724	512	22	to	to	ADP
cblr-1724	512	23	female	female	ADJ
cblr-1724	512	24	entrepreneurs	entrepreneur	NOUN
cblr-1724	512	25	seeking	seek	VERB
cblr-1724	512	26	capital	capital	NOUN
cblr-1724	512	27	.	.	PUNCT
cblr-1724	513	1	thus	thus	ADV
cblr-1724	513	2	far	far	ADV
cblr-1724	513	3	,	,	PUNCT
cblr-1724	513	4	the	the	DET
cblr-1724	513	5	government	government	NOUN
cblr-1724	513	6	has	have	AUX
cblr-1724	513	7	provided	provide	VERB
cblr-1724	513	8	only	only	ADV
cblr-1724	513	9	wavering	waver	VERB
cblr-1724	513	10	practical	practical	ADJ
cblr-1724	513	11	support	support	NOUN
cblr-1724	513	12	to	to	PART
cblr-1724	513	13	wobs	wobs	VERB
cblr-1724	513	14	over	over	ADP
cblr-1724	513	15	the	the	DET
cblr-1724	513	16	years	year	NOUN
cblr-1724	513	17	,	,	PUNCT
cblr-1724	513	18	despite	despite	SCONJ
cblr-1724	513	19	its	its	PRON
cblr-1724	513	20	longstanding	longstanding	ADJ
cblr-1724	513	21	recognition	recognition	NOUN
cblr-1724	513	22	of	of	ADP
cblr-1724	513	23	the	the	DET
cblr-1724	513	24	importance	importance	NOUN
cblr-1724	513	25	of	of	ADP
cblr-1724	513	26	wobs	wob	NOUN
cblr-1724	513	27	to	to	ADP
cblr-1724	513	28	the	the	DET
cblr-1724	513	29	economy.274	economy.274	NOUN
cblr-1724	513	30	the	the	DET
cblr-1724	513	31	government	government	NOUN
cblr-1724	513	32	needs	need	VERB
cblr-1724	513	33	to	to	PART
cblr-1724	513	34	further	far	ADV
cblr-1724	513	35	strengthen	strengthen	VERB
cblr-1724	513	36	and	and	CCONJ
cblr-1724	513	37	expand	expand	VERB
cblr-1724	513	38	its	its	PRON
cblr-1724	513	39	commitment	commitment	NOUN
cblr-1724	513	40	to	to	PART
cblr-1724	513	41	wobs	wobs	VERB
cblr-1724	513	42	through	through	ADP
cblr-1724	513	43	more	more	ADJ
cblr-1724	513	44	and	and	CCONJ
cblr-1724	513	45	better	well	ADJ
cblr-1724	513	46	resourcing	resourcing	NOUN
cblr-1724	513	47	of	of	ADP
cblr-1724	513	48	the	the	DET
cblr-1724	513	49	sba	sba	NOUN
cblr-1724	513	50	in	in	SCONJ
cblr-1724	513	51	order	order	NOUN
cblr-1724	513	52	to	to	PART
cblr-1724	513	53	more	more	ADV
cblr-1724	513	54	effectively	effectively	ADV
cblr-1724	513	55	serve	serve	VERB
cblr-1724	513	56	female	female	ADJ
cblr-1724	513	57	entrepreneurs	entrepreneur	NOUN
cblr-1724	513	58	,	,	PUNCT
cblr-1724	513	59	particularly	particularly	ADV
cblr-1724	513	60	by	by	ADP
cblr-1724	513	61	providing	provide	VERB
cblr-1724	513	62	access	access	NOUN
cblr-1724	513	63	to	to	ADP
cblr-1724	513	64	information	information	NOUN
cblr-1724	513	65	about	about	ADP
cblr-1724	513	66	financial	financial	ADJ
cblr-1724	513	67	advising	advising	NOUN
cblr-1724	513	68	and	and	CCONJ
cblr-1724	513	69	planning	planning	NOUN
cblr-1724	513	70	.	.	PUNCT
cblr-1724	514	1	the	the	DET
cblr-1724	514	2	government	government	NOUN
cblr-1724	514	3	should	should	AUX
cblr-1724	514	4	begin	begin	VERB
cblr-1724	514	5	by	by	ADP
cblr-1724	514	6	creating	create	VERB
cblr-1724	514	7	very	very	ADV
cblr-1724	514	8	simple	simple	ADJ
cblr-1724	514	9	updates	update	NOUN
cblr-1724	514	10	to	to	ADP
cblr-1724	514	11	disclosures	disclosure	NOUN
cblr-1724	514	12	such	such	ADJ
cblr-1724	514	13	as	as	ADP
cblr-1724	514	14	form	form	NOUN
cblr-1724	514	15	c	c	NOUN
cblr-1724	514	16	in	in	ADP
cblr-1724	514	17	order	order	NOUN
cblr-1724	514	18	to	to	PART
cblr-1724	514	19	allow	allow	VERB
cblr-1724	514	20	researchers	researcher	NOUN
cblr-1724	514	21	and	and	CCONJ
cblr-1724	514	22	the	the	DET
cblr-1724	514	23	sba	sba	NOUN
cblr-1724	514	24	to	to	PART
cblr-1724	514	25	report	report	VERB
cblr-1724	514	26	on	on	ADP
cblr-1724	514	27	the	the	DET
cblr-1724	514	28	success	success	NOUN
cblr-1724	514	29	of	of	ADP
cblr-1724	514	30	government	government	NOUN
cblr-1724	514	31	initiatives	initiative	NOUN
cblr-1724	514	32	aimed	aim	VERB
cblr-1724	514	33	at	at	ADP
cblr-1724	514	34	improving	improve	VERB
cblr-1724	514	35	capital	capital	NOUN
cblr-1724	514	36	to	to	PART
cblr-1724	514	37	wobs	wobs	VERB
cblr-1724	514	38	.	.	PUNCT
cblr-1724	515	1	only	only	ADV
cblr-1724	515	2	with	with	ADP
cblr-1724	515	3	consistent	consistent	ADJ
cblr-1724	515	4	reporting	reporting	NOUN
cblr-1724	515	5	will	will	AUX
cblr-1724	515	6	the	the	DET
cblr-1724	515	7	sba	sba	PROPN
cblr-1724	515	8	be	be	AUX
cblr-1724	515	9	able	able	ADJ
cblr-1724	515	10	to	to	PART
cblr-1724	515	11	show	show	VERB
cblr-1724	515	12	conclusively	conclusively	ADV
cblr-1724	515	13	that	that	SCONJ
cblr-1724	515	14	its	its	PRON
cblr-1724	515	15	efforts	effort	NOUN
cblr-1724	515	16	have	have	AUX
cblr-1724	515	17	resulted	result	VERB
cblr-1724	515	18	in	in	ADP
cblr-1724	515	19	improved	improved	ADJ
cblr-1724	515	20	outcomes	outcome	NOUN
cblr-1724	515	21	for	for	ADP
cblr-1724	515	22	female	female	ADJ
cblr-1724	515	23	entrepreneurs	entrepreneur	NOUN
cblr-1724	515	24	,	,	PUNCT
cblr-1724	515	25	who	who	PRON
cblr-1724	515	26	can	can	AUX
cblr-1724	515	27	help	help	VERB
cblr-1724	515	28	drive	drive	VERB
cblr-1724	515	29	further	further	ADJ
cblr-1724	515	30	economic	economic	ADJ
cblr-1724	515	31	growth	growth	NOUN
cblr-1724	515	32	for	for	ADP
cblr-1724	515	33	the	the	DET
cblr-1724	515	34	country.275	country.275	PROPN
cblr-1724	515	35	274	274	NUM
cblr-1724	515	36	see	see	NOUN
cblr-1724	515	37	supra	supra	PROPN
cblr-1724	515	38	section	section	PROPN
cblr-1724	515	39	ii.a	ii.a	PROPN
cblr-1724	515	40	.	.	PUNCT
cblr-1724	516	1	275	275	NUM
cblr-1724	516	2	i	i	PRON
cblr-1724	516	3	d.	d.	PROPN