id	sid	tid	token	lemma	pos
iassist-1007	1	1	instructions	instruction	NOUN
iassist-1007	1	2	for	for	ADP
iassist-1007	1	3	authors	author	NOUN
iassist-1007	1	4	of	of	ADP
iassist-1007	1	5	the	the	DET
iassist-1007	1	6	iassist	iassist	ADJ
iassist-1007	1	7	quarterly	quarterly	ADJ
iassist-1007	1	8	1/8	1/8	NUM
iassist-1007	1	9	monroe	monroe	PROPN
iassist-1007	1	10	-	-	PUNCT
iassist-1007	1	11	white	white	ADJ
iassist-1007	1	12	,	,	PUNCT
iassist-1007	1	13	thema	thema	X
iassist-1007	1	14	(	(	PUNCT
iassist-1007	1	15	2022	2022	NUM
iassist-1007	1	16	)	)	PUNCT
iassist-1007	1	17	emancipating	emancipate	VERB
iassist-1007	1	18	data	datum	NOUN
iassist-1007	1	19	science	science	NOUN
iassist-1007	1	20	for	for	ADP
iassist-1007	1	21	black	black	ADJ
iassist-1007	1	22	and	and	CCONJ
iassist-1007	1	23	indigenous	indigenous	ADJ
iassist-1007	1	24	students	student	NOUN
iassist-1007	1	25	via	via	ADP
iassist-1007	1	26	liberatory	liberatory	ADJ
iassist-1007	1	27	datasets	dataset	NOUN
iassist-1007	1	28	and	and	CCONJ
iassist-1007	1	29	curricula	curricula	NOUN
iassist-1007	1	30	,	,	PUNCT
iassist-1007	1	31	iassist	iassist	VERB
iassist-1007	1	32	quarterly	quarterly	ADJ
iassist-1007	1	33	46(4	46(4	NOUN
iassist-1007	1	34	)	)	PUNCT
iassist-1007	1	35	,	,	PUNCT
iassist-1007	1	36	pp	pp	PROPN
iassist-1007	1	37	.	.	PUNCT
iassist-1007	2	1	1	1	NUM
iassist-1007	2	2	-	-	SYM
iassist-1007	2	3	8	8	NUM
iassist-1007	2	4	.	.	PUNCT
iassist-1007	2	5	doi	doi	NOUN
iassist-1007	2	6	:	:	PUNCT
iassist-1007	2	7	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	X
iassist-1007	2	8	emancipating	emancipate	VERB
iassist-1007	2	9	data	datum	NOUN
iassist-1007	2	10	science	science	NOUN
iassist-1007	2	11	for	for	ADP
iassist-1007	2	12	black	black	ADJ
iassist-1007	2	13	and	and	CCONJ
iassist-1007	2	14	indigenous	indigenous	ADJ
iassist-1007	2	15	students	student	NOUN
iassist-1007	2	16	via	via	ADP
iassist-1007	2	17	liberatory	liberatory	ADJ
iassist-1007	2	18	datasets	dataset	NOUN
iassist-1007	2	19	and	and	CCONJ
iassist-1007	2	20	curricula	curricula	NOUN
iassist-1007	2	21	thema	thema	PROPN
iassist-1007	2	22	monroe	monroe	PROPN
iassist-1007	2	23	-	-	PUNCT
iassist-1007	2	24	white1	white1	PROPN
iassist-1007	2	25	abstract	abstract	NOUN
iassist-1007	2	26	despite	despite	SCONJ
iassist-1007	2	27	findings	finding	NOUN
iassist-1007	2	28	highlighting	highlight	VERB
iassist-1007	2	29	the	the	DET
iassist-1007	2	30	severe	severe	ADJ
iassist-1007	2	31	underrepresentation	underrepresentation	NOUN
iassist-1007	2	32	of	of	ADP
iassist-1007	2	33	women	woman	NOUN
iassist-1007	2	34	and	and	CCONJ
iassist-1007	2	35	minoritized	minoritized	ADJ
iassist-1007	2	36	groups	group	NOUN
iassist-1007	2	37	in	in	ADP
iassist-1007	2	38	data	datum	NOUN
iassist-1007	2	39	science	science	NOUN
iassist-1007	2	40	,	,	PUNCT
iassist-1007	2	41	most	most	ADV
iassist-1007	2	42	scholarly	scholarly	ADJ
iassist-1007	2	43	research	research	NOUN
iassist-1007	2	44	has	have	AUX
iassist-1007	2	45	focused	focus	VERB
iassist-1007	2	46	on	on	ADP
iassist-1007	2	47	new	new	ADJ
iassist-1007	2	48	methodologies	methodology	NOUN
iassist-1007	2	49	,	,	PUNCT
iassist-1007	2	50	tools	tool	NOUN
iassist-1007	2	51	,	,	PUNCT
iassist-1007	2	52	and	and	CCONJ
iassist-1007	2	53	algorithms	algorithm	NOUN
iassist-1007	2	54	as	as	SCONJ
iassist-1007	2	55	opposed	oppose	VERB
iassist-1007	2	56	to	to	ADP
iassist-1007	2	57	who	who	PRON
iassist-1007	2	58	data	datum	NOUN
iassist-1007	2	59	scientists	scientist	NOUN
iassist-1007	2	60	are	be	AUX
iassist-1007	2	61	or	or	CCONJ
iassist-1007	2	62	how	how	SCONJ
iassist-1007	2	63	they	they	PRON
iassist-1007	2	64	learn	learn	VERB
iassist-1007	2	65	their	their	PRON
iassist-1007	2	66	craft	craft	NOUN
iassist-1007	2	67	.	.	PUNCT
iassist-1007	3	1	this	this	DET
iassist-1007	3	2	paper	paper	NOUN
iassist-1007	3	3	proposes	propose	VERB
iassist-1007	3	4	that	that	SCONJ
iassist-1007	3	5	increased	increase	VERB
iassist-1007	3	6	representation	representation	NOUN
iassist-1007	3	7	in	in	ADP
iassist-1007	3	8	data	datum	NOUN
iassist-1007	3	9	science	science	NOUN
iassist-1007	3	10	can	can	AUX
iassist-1007	3	11	be	be	AUX
iassist-1007	3	12	achieved	achieve	VERB
iassist-1007	3	13	via	via	ADP
iassist-1007	3	14	advancing	advance	VERB
iassist-1007	3	15	the	the	DET
iassist-1007	3	16	curation	curation	NOUN
iassist-1007	3	17	of	of	ADP
iassist-1007	3	18	datasets	dataset	NOUN
iassist-1007	3	19	and	and	CCONJ
iassist-1007	3	20	pedagogies	pedagogy	NOUN
iassist-1007	3	21	that	that	PRON
iassist-1007	3	22	empower	empower	NOUN
iassist-1007	3	23	black	black	ADJ
iassist-1007	3	24	,	,	PUNCT
iassist-1007	3	25	indigenous	indigenous	ADJ
iassist-1007	3	26	,	,	PUNCT
iassist-1007	3	27	and	and	CCONJ
iassist-1007	3	28	other	other	ADJ
iassist-1007	3	29	minoritized	minoritized	ADJ
iassist-1007	3	30	people	people	NOUN
iassist-1007	3	31	of	of	ADP
iassist-1007	3	32	color	color	NOUN
iassist-1007	3	33	to	to	PART
iassist-1007	3	34	enter	enter	VERB
iassist-1007	3	35	the	the	DET
iassist-1007	3	36	field	field	NOUN
iassist-1007	3	37	.	.	PUNCT
iassist-1007	4	1	this	this	DET
iassist-1007	4	2	work	work	NOUN
iassist-1007	4	3	contributes	contribute	VERB
iassist-1007	4	4	to	to	ADP
iassist-1007	4	5	our	our	PRON
iassist-1007	4	6	understanding	understanding	NOUN
iassist-1007	4	7	of	of	ADP
iassist-1007	4	8	the	the	DET
iassist-1007	4	9	obstacles	obstacle	NOUN
iassist-1007	4	10	facing	face	VERB
iassist-1007	4	11	minoritized	minoritized	ADJ
iassist-1007	4	12	students	student	NOUN
iassist-1007	4	13	in	in	ADP
iassist-1007	4	14	the	the	DET
iassist-1007	4	15	classroom	classroom	NOUN
iassist-1007	4	16	and	and	CCONJ
iassist-1007	4	17	solutions	solution	NOUN
iassist-1007	4	18	to	to	PART
iassist-1007	4	19	mitigate	mitigate	VERB
iassist-1007	4	20	their	their	PRON
iassist-1007	4	21	marginalization	marginalization	NOUN
iassist-1007	4	22	.	.	PUNCT
iassist-1007	5	1	keywords	keyword	NOUN
iassist-1007	5	2	emancipation	emancipation	NOUN
iassist-1007	5	3	,	,	PUNCT
iassist-1007	5	4	data	datum	NOUN
iassist-1007	5	5	harms	harm	NOUN
iassist-1007	5	6	,	,	PUNCT
iassist-1007	5	7	data	data	NOUN
iassist-1007	5	8	science	science	NOUN
iassist-1007	5	9	,	,	PUNCT
iassist-1007	5	10	liberatory	liberatory	ADJ
iassist-1007	5	11	pedagogy	pedagogy	NOUN
iassist-1007	5	12	,	,	PUNCT
iassist-1007	5	13	curricula	curricula	VERB
iassist-1007	5	14	introduction	introduction	NOUN
iassist-1007	5	15	the	the	DET
iassist-1007	5	16	data	data	NOUN
iassist-1007	5	17	science	science	NOUN
iassist-1007	5	18	profession	profession	NOUN
iassist-1007	5	19	is	be	AUX
iassist-1007	5	20	currently	currently	ADV
iassist-1007	5	21	dominated	dominate	VERB
iassist-1007	5	22	by	by	ADP
iassist-1007	5	23	white	white	ADJ
iassist-1007	5	24	and	and	CCONJ
iassist-1007	5	25	asian	asian	ADJ
iassist-1007	5	26	males	male	NOUN
iassist-1007	5	27	(	(	PUNCT
iassist-1007	5	28	harnham	harnham	PROPN
iassist-1007	5	29	report	report	NOUN
iassist-1007	5	30	,	,	PUNCT
iassist-1007	5	31	2021	2021	NUM
iassist-1007	5	32	;	;	PUNCT
iassist-1007	6	1	duranton	duranton	NOUN
iassist-1007	6	2	,	,	PUNCT
iassist-1007	6	3	et	et	PROPN
iassist-1007	6	4	al	al	PROPN
iassist-1007	6	5	,	,	PUNCT
iassist-1007	6	6	2020	2020	NUM
iassist-1007	6	7	)	)	PUNCT
iassist-1007	6	8	.	.	PUNCT
iassist-1007	7	1	in	in	ADP
iassist-1007	7	2	fact	fact	NOUN
iassist-1007	7	3	,	,	PUNCT
iassist-1007	7	4	just	just	ADV
iassist-1007	7	5	27	27	NUM
iassist-1007	7	6	%	%	NOUN
iassist-1007	7	7	of	of	ADP
iassist-1007	7	8	data	datum	NOUN
iassist-1007	7	9	scientists	scientist	NOUN
iassist-1007	7	10	,	,	PUNCT
iassist-1007	7	11	defined	define	VERB
iassist-1007	7	12	as	as	ADP
iassist-1007	7	13	individuals	individual	NOUN
iassist-1007	7	14	who	who	PRON
iassist-1007	7	15	code	code	VERB
iassist-1007	7	16	,	,	PUNCT
iassist-1007	7	17	collaborate	collaborate	VERB
iassist-1007	7	18	,	,	PUNCT
iassist-1007	7	19	and	and	CCONJ
iassist-1007	7	20	communicate	communicate	VERB
iassist-1007	7	21	by	by	ADP
iassist-1007	7	22	transforming	transform	VERB
iassist-1007	7	23	data	datum	NOUN
iassist-1007	7	24	into	into	ADP
iassist-1007	7	25	insights	insight	NOUN
iassist-1007	7	26	using	use	VERB
iassist-1007	7	27	techniques	technique	NOUN
iassist-1007	7	28	in	in	ADP
iassist-1007	7	29	statistics	statistic	NOUN
iassist-1007	7	30	,	,	PUNCT
iassist-1007	7	31	analytics	analytic	NOUN
iassist-1007	7	32	,	,	PUNCT
iassist-1007	7	33	and	and	CCONJ
iassist-1007	7	34	machine	machine	NOUN
iassist-1007	7	35	learning	learning	NOUN
iassist-1007	7	36	(	(	PUNCT
iassist-1007	7	37	ho	ho	PROPN
iassist-1007	7	38	et	et	PROPN
iassist-1007	7	39	al	al	PROPN
iassist-1007	7	40	,	,	PUNCT
iassist-1007	7	41	2019	2019	NUM
iassist-1007	7	42	)	)	PUNCT
iassist-1007	7	43	in	in	ADP
iassist-1007	7	44	the	the	DET
iassist-1007	7	45	u.s	u.s	PROPN
iassist-1007	7	46	.	.	PROPN
iassist-1007	7	47	identify	identify	VERB
iassist-1007	7	48	as	as	ADP
iassist-1007	7	49	women	woman	NOUN
iassist-1007	7	50	;	;	PUNCT
iassist-1007	7	51	6	6	NUM
iassist-1007	7	52	%	%	NOUN
iassist-1007	7	53	as	as	ADP
iassist-1007	7	54	latinx	latinx	NOUN
iassist-1007	7	55	and	and	CCONJ
iassist-1007	7	56	3	3	NUM
iassist-1007	7	57	%	%	NOUN
iassist-1007	7	58	as	as	ADP
iassist-1007	7	59	black	black	ADJ
iassist-1007	7	60	,	,	PUNCT
iassist-1007	7	61	(	(	PUNCT
iassist-1007	7	62	harnham	harnham	PROPN
iassist-1007	7	63	report	report	NOUN
iassist-1007	7	64	,	,	PUNCT
iassist-1007	7	65	2021	2021	NUM
iassist-1007	7	66	)	)	PUNCT
iassist-1007	7	67	despite	despite	SCONJ
iassist-1007	7	68	representing	represent	VERB
iassist-1007	7	69	51	51	NUM
iassist-1007	7	70	%	%	NOUN
iassist-1007	7	71	,	,	PUNCT
iassist-1007	7	72	19	19	NUM
iassist-1007	7	73	%	%	NOUN
iassist-1007	7	74	and	and	CCONJ
iassist-1007	7	75	12	12	NUM
iassist-1007	7	76	%	%	NOUN
iassist-1007	7	77	of	of	ADP
iassist-1007	7	78	the	the	DET
iassist-1007	7	79	population	population	NOUN
iassist-1007	7	80	respectively	respectively	ADV
iassist-1007	7	81	(	(	PUNCT
iassist-1007	7	82	us	us	PROPN
iassist-1007	7	83	census	census	NOUN
iassist-1007	7	84	,	,	PUNCT
iassist-1007	7	85	2020	2020	NUM
iassist-1007	7	86	)	)	PUNCT
iassist-1007	7	87	.	.	PUNCT
iassist-1007	8	1	this	this	DET
iassist-1007	8	2	pattern	pattern	NOUN
iassist-1007	8	3	is	be	AUX
iassist-1007	8	4	particularly	particularly	ADV
iassist-1007	8	5	concerning	concern	VERB
iassist-1007	8	6	,	,	PUNCT
iassist-1007	8	7	as	as	SCONJ
iassist-1007	8	8	according	accord	VERB
iassist-1007	8	9	to	to	ADP
iassist-1007	8	10	the	the	DET
iassist-1007	8	11	u.s	u.s	PROPN
iassist-1007	8	12	.	.	PROPN
iassist-1007	8	13	department	department	PROPN
iassist-1007	8	14	of	of	ADP
iassist-1007	8	15	labor	labor	PROPN
iassist-1007	8	16	,	,	PUNCT
iassist-1007	8	17	data	datum	NOUN
iassist-1007	8	18	science	science	NOUN
iassist-1007	8	19	occupations	occupation	NOUN
iassist-1007	8	20	are	be	AUX
iassist-1007	8	21	expected	expect	VERB
iassist-1007	8	22	to	to	PART
iassist-1007	8	23	rise	rise	VERB
iassist-1007	8	24	+	+	ADV
iassist-1007	8	25			NOUN
iassist-1007	8	26	25.9	25.9	NUM
iassist-1007	8	27	%	%	NOUN
iassist-1007	8	28	and	and	CCONJ
iassist-1007	8	29	outpace	outpace	NOUN
iassist-1007	8	30	projections	projection	NOUN
iassist-1007	8	31	of	of	ADP
iassist-1007	8	32	every	every	DET
iassist-1007	8	33	other	other	ADJ
iassist-1007	8	34	computer	computer	NOUN
iassist-1007	8	35	occupation	occupation	NOUN
iassist-1007	8	36	(	(	PUNCT
iassist-1007	8	37	+	+	ADV
iassist-1007	8	38			X
iassist-1007	8	39	12.7	12.7	NUM
iassist-1007	8	40	%	%	NOUN
iassist-1007	8	41	)	)	PUNCT
iassist-1007	8	42	or	or	CCONJ
iassist-1007	8	43	occupations	occupation	NOUN
iassist-1007	8	44	overall	overall	ADV
iassist-1007	8	45	(	(	PUNCT
iassist-1007	8	46	+	+	ADP
iassist-1007	8	47			NOUN
iassist-1007	8	48	5.2	5.2	NUM
iassist-1007	8	49	%	%	NOUN
iassist-1007	8	50	)	)	PUNCT
iassist-1007	8	51	(	(	PUNCT
iassist-1007	8	52	rieley	rieley	ADV
iassist-1007	8	53	,	,	PUNCT
iassist-1007	8	54	2018	2018	NUM
iassist-1007	8	55	)	)	PUNCT
iassist-1007	8	56	.	.	PUNCT
iassist-1007	9	1	furthermore	furthermore	ADV
iassist-1007	9	2	,	,	PUNCT
iassist-1007	9	3	despite	despite	SCONJ
iassist-1007	9	4	the	the	DET
iassist-1007	9	5	rapid	rapid	ADJ
iassist-1007	9	6	growth	growth	NOUN
iassist-1007	9	7	in	in	ADP
iassist-1007	9	8	data	datum	NOUN
iassist-1007	9	9	talent	talent	NOUN
iassist-1007	9	10	brahm	brahm	PROPN
iassist-1007	9	11	et	et	PROPN
iassist-1007	9	12	al	al	PROPN
iassist-1007	9	13	,	,	PUNCT
iassist-1007	9	14	2019	2019	NUM
iassist-1007	9	15	)	)	PUNCT
iassist-1007	9	16	,	,	PUNCT
iassist-1007	9	17	the	the	DET
iassist-1007	9	18	supply	supply	NOUN
iassist-1007	9	19	of	of	ADP
iassist-1007	9	20	data	datum	NOUN
iassist-1007	9	21	workers	worker	NOUN
iassist-1007	9	22	is	be	AUX
iassist-1007	9	23	not	not	PART
iassist-1007	9	24	expected	expect	VERB
iassist-1007	9	25	to	to	PART
iassist-1007	9	26	keep	keep	VERB
iassist-1007	9	27	up	up	ADP
iassist-1007	9	28	with	with	ADP
iassist-1007	9	29	demand	demand	NOUN
iassist-1007	9	30	(	(	PUNCT
iassist-1007	9	31	miller	miller	PROPN
iassist-1007	9	32	and	and	CCONJ
iassist-1007	9	33	hughes	hughe	NOUN
iassist-1007	9	34	,	,	PUNCT
iassist-1007	9	35	2017	2017	NUM
iassist-1007	9	36	)	)	PUNCT
iassist-1007	9	37	.	.	PUNCT
iassist-1007	10	1	therefore	therefore	ADV
iassist-1007	10	2	,	,	PUNCT
iassist-1007	10	3	strengthening	strengthen	VERB
iassist-1007	10	4	workforce	workforce	NOUN
iassist-1007	10	5	capacity	capacity	NOUN
iassist-1007	10	6	in	in	ADP
iassist-1007	10	7	data	data	NOUN
iassist-1007	10	8	science	science	NOUN
iassist-1007	10	9	,	,	PUNCT
iassist-1007	10	10	defined	define	VERB
iassist-1007	10	11	as	as	SCONJ
iassist-1007	10	12	the	the	DET
iassist-1007	10	13	ecosystem	ecosystem	NOUN
iassist-1007	10	14	dedicated	dedicate	VERB
iassist-1007	10	15	to	to	ADP
iassist-1007	10	16	the	the	DET
iassist-1007	10	17	systematic	systematic	ADJ
iassist-1007	10	18	collection	collection	NOUN
iassist-1007	10	19	,	,	PUNCT
iassist-1007	10	20	management	management	NOUN
iassist-1007	10	21	,	,	PUNCT
iassist-1007	10	22	analysis	analysis	NOUN
iassist-1007	10	23	,	,	PUNCT
iassist-1007	10	24	visualization	visualization	NOUN
iassist-1007	10	25	,	,	PUNCT
iassist-1007	10	26	explanation	explanation	NOUN
iassist-1007	10	27	,	,	PUNCT
iassist-1007	10	28	and	and	CCONJ
iassist-1007	10	29	preservation	preservation	NOUN
iassist-1007	10	30	of	of	ADP
iassist-1007	10	31	structured	structured	ADJ
iassist-1007	10	32	and	and	CCONJ
iassist-1007	10	33	unstructured	unstructured	ADJ
iassist-1007	10	34	data	datum	NOUN
iassist-1007	10	35	(	(	PUNCT
iassist-1007	10	36	marshall	marshall	PROPN
iassist-1007	10	37	and	and	CCONJ
iassist-1007	10	38	grier	grier	PROPN
iassist-1007	10	39	,	,	PUNCT
iassist-1007	10	40	2019	2019	NUM
iassist-1007	10	41	)	)	PUNCT
iassist-1007	10	42	will	will	AUX
iassist-1007	10	43	require	require	VERB
iassist-1007	10	44	attracting	attract	VERB
iassist-1007	10	45	more	more	ADJ
iassist-1007	10	46	black	black	ADJ
iassist-1007	10	47	,	,	PUNCT
iassist-1007	10	48	indigenous	indigenous	ADJ
iassist-1007	10	49	,	,	PUNCT
iassist-1007	10	50	and	and	CCONJ
iassist-1007	10	51	other	other	ADJ
iassist-1007	10	52	marginalized	marginalize	VERB
iassist-1007	10	53	people	people	NOUN
iassist-1007	10	54	of	of	ADP
iassist-1007	10	55	color	color	NOUN
iassist-1007	10	56	into	into	ADP
iassist-1007	10	57	the	the	DET
iassist-1007	10	58	data	datum	NOUN
iassist-1007	10	59	workforce	workforce	PROPN
iassist-1007	10	60	.	.	PUNCT
iassist-1007	11	1	background	background	NOUN
iassist-1007	11	2	race	race	NOUN
iassist-1007	11	3	/	/	SYM
iassist-1007	11	4	ethnicity	ethnicity	NOUN
iassist-1007	11	5	and	and	CCONJ
iassist-1007	11	6	gender	gender	NOUN
iassist-1007	11	7	workforce	workforce	NOUN
iassist-1007	11	8	disparities	disparity	NOUN
iassist-1007	11	9	are	be	AUX
iassist-1007	11	10	not	not	PART
iassist-1007	11	11	new	new	ADJ
iassist-1007	11	12	.	.	PUNCT
iassist-1007	12	1	the	the	DET
iassist-1007	12	2	marginalization	marginalization	NOUN
iassist-1007	12	3	and	and	CCONJ
iassist-1007	12	4	exclusion	exclusion	NOUN
iassist-1007	12	5	of	of	ADP
iassist-1007	12	6	black	black	ADJ
iassist-1007	12	7	,	,	PUNCT
iassist-1007	12	8	latinx	latinx	NOUN
iassist-1007	12	9	and	and	CCONJ
iassist-1007	12	10	indigenous	indigenous	ADJ
iassist-1007	12	11	/	/	SYM
iassist-1007	12	12	native	native	ADJ
iassist-1007	12	13	people	people	NOUN
iassist-1007	12	14	remain	remain	VERB
iassist-1007	12	15	a	a	DET
iassist-1007	12	16	problem	problem	NOUN
iassist-1007	12	17	in	in	ADP
iassist-1007	12	18	the	the	DET
iassist-1007	12	19	science	science	NOUN
iassist-1007	12	20	,	,	PUNCT
iassist-1007	12	21	technology	technology	NOUN
iassist-1007	12	22	,	,	PUNCT
iassist-1007	12	23	engineering	engineering	NOUN
iassist-1007	12	24	/	/	SYM
iassist-1007	12	25	computer	computer	NOUN
iassist-1007	12	26	science	science	NOUN
iassist-1007	12	27	and	and	CCONJ
iassist-1007	12	28	mathematics	mathematic	NOUN
iassist-1007	12	29	(	(	PUNCT
iassist-1007	12	30	stem	stem	NOUN
iassist-1007	12	31	)	)	PUNCT
iassist-1007	12	32	fields	field	NOUN
iassist-1007	12	33	.	.	PUNCT
iassist-1007	13	1	according	accord	VERB
iassist-1007	13	2	to	to	ADP
iassist-1007	13	3	the	the	DET
iassist-1007	13	4	2018	2018	NUM
iassist-1007	13	5	survey	survey	NOUN
iassist-1007	13	6	of	of	ADP
iassist-1007	13	7	earned	earn	VERB
iassist-1007	13	8	doctorates	doctorate	NOUN
iassist-1007	13	9	,	,	PUNCT
iassist-1007	13	10	latinx	latinx	NOUN
iassist-1007	13	11	students	student	NOUN
iassist-1007	13	12	were	be	AUX
iassist-1007	13	13	awarded	award	VERB
iassist-1007	13	14	6.7	6.7	NUM
iassist-1007	13	15	%	%	NOUN
iassist-1007	13	16	of	of	ADP
iassist-1007	13	17	stem	stem	NOUN
iassist-1007	13	18	doctoral	doctoral	ADJ
iassist-1007	13	19	degrees	degree	NOUN
iassist-1007	13	20	,	,	PUNCT
iassist-1007	13	21	black	black	ADJ
iassist-1007	13	22	students	student	NOUN
iassist-1007	13	23	earned	earn	VERB
iassist-1007	13	24	4.9	4.9	NUM
iassist-1007	13	25	%	%	NOUN
iassist-1007	13	26	,	,	PUNCT
iassist-1007	13	27	and	and	CCONJ
iassist-1007	13	28	american	american	PROPN
iassist-1007	13	29	indian	indian	PROPN
iassist-1007	13	30	/	/	SYM
iassist-1007	13	31	alaska	alaska	PROPN
iassist-1007	13	32	native	native	ADJ
iassist-1007	13	33	students	student	NOUN
iassist-1007	13	34	earned	earn	VERB
iassist-1007	13	35	just	just	ADV
iassist-1007	13	36	0.2	0.2	NUM
iassist-1007	13	37	%	%	NOUN
iassist-1007	13	38	(	(	PUNCT
iassist-1007	13	39	nsf	nsf	NOUN
iassist-1007	13	40	,	,	PUNCT
iassist-1007	13	41	2019	2019	NUM
iassist-1007	13	42	)	)	PUNCT
iassist-1007	13	43	.	.	PUNCT
iassist-1007	14	1	in	in	ADP
iassist-1007	14	2	computing	computing	NOUN
iassist-1007	14	3	,	,	PUNCT
iassist-1007	14	4	women	woman	NOUN
iassist-1007	14	5	’s	’s	PART
iassist-1007	14	6	overall	overall	ADJ
iassist-1007	14	7	share	share	NOUN
iassist-1007	14	8	of	of	ADP
iassist-1007	14	9	u.s	u.s	PROPN
iassist-1007	14	10	.	.	PROPN
iassist-1007	14	11	undergraduate	undergraduate	NOUN
iassist-1007	14	12	computing	computing	NOUN
iassist-1007	14	13	degrees	degree	NOUN
iassist-1007	14	14	has	have	AUX
iassist-1007	14	15	dropped	drop	VERB
iassist-1007	14	16	from	from	ADP
iassist-1007	14	17	28.5	28.5	NUM
iassist-1007	14	18	%	%	NOUN
iassist-1007	14	19	in	in	ADP
iassist-1007	14	20	1995	1995	NUM
iassist-1007	14	21	to	to	ADP
iassist-1007	14	22	18.1	18.1	NUM
iassist-1007	14	23	%	%	NOUN
iassist-1007	14	24	in	in	ADP
iassist-1007	14	25	2014	2014	NUM
iassist-1007	14	26	;	;	PUNCT
iassist-1007	14	27	and	and	CCONJ
iassist-1007	14	28	the	the	DET
iassist-1007	14	29	trends	trend	NOUN
iassist-1007	14	30	for	for	ADP
iassist-1007	14	31	women	woman	NOUN
iassist-1007	14	32	of	of	ADP
iassist-1007	14	33	color	color	NOUN
iassist-1007	14	34	in	in	ADP
iassist-1007	14	35	computing	computing	NOUN
iassist-1007	14	36	are	be	AUX
iassist-1007	14	37	more	more	ADV
iassist-1007	14	38	alarming	alarming	ADJ
iassist-1007	14	39	,	,	PUNCT
iassist-1007	14	40	as	as	SCONJ
iassist-1007	14	41	their	their	PRON
iassist-1007	14	42	completion	completion	NOUN
iassist-1007	14	43	rates	rate	NOUN
iassist-1007	14	44	either	either	CCONJ
iassist-1007	14	45	flat	flat	ADV
iassist-1007	14	46	-	-	PUNCT
iassist-1007	14	47	lined	line	VERB
iassist-1007	14	48	at	at	ADP
iassist-1007	14	49	1.75	1.75	NUM
iassist-1007	14	50	%	%	NOUN
iassist-1007	14	51	(	(	PUNCT
iassist-1007	14	52	in	in	ADP
iassist-1007	14	53	the	the	DET
iassist-1007	14	54	case	case	NOUN
iassist-1007	14	55	of	of	ADP
iassist-1007	14	56	latinx	latinx	NOUN
iassist-1007	14	57	women	woman	NOUN
iassist-1007	14	58	)	)	PUNCT
iassist-1007	14	59	or	or	CCONJ
iassist-1007	14	60	dropped	drop	VERB
iassist-1007	14	61	from	from	ADP
iassist-1007	14	62	5.10	5.10	NUM
iassist-1007	14	63	%	%	NOUN
iassist-1007	14	64	to	to	PART
iassist-1007	14	65	2.61	2.61	NUM
iassist-1007	14	66	%	%	NOUN
iassist-1007	14	67	in	in	ADP
iassist-1007	14	68	the	the	DET
iassist-1007	14	69	case	case	NOUN
iassist-1007	14	70	of	of	ADP
iassist-1007	14	71	black	black	ADJ
iassist-1007	14	72	women	woman	NOUN
iassist-1007	14	73	over	over	ADP
iassist-1007	14	74	that	that	DET
iassist-1007	14	75	same	same	ADJ
iassist-1007	14	76	timeframe	timeframe	NOUN
iassist-1007	14	77	(	(	PUNCT
iassist-1007	14	78	payton	payton	NOUN
iassist-1007	14	79	and	and	CCONJ
iassist-1007	14	80	berki	berki	NOUN
iassist-1007	14	81	,	,	PUNCT
iassist-1007	14	82	2019	2019	NUM
iassist-1007	14	83	)	)	PUNCT
iassist-1007	14	84	.	.	PUNCT
iassist-1007	15	1	as	as	ADP
iassist-1007	15	2	of	of	ADP
iassist-1007	15	3	2016	2016	NUM
iassist-1007	15	4	,	,	PUNCT
iassist-1007	15	5	black	black	ADJ
iassist-1007	15	6	and	and	CCONJ
iassist-1007	15	7	latinx	latinx	NOUN
iassist-1007	15	8	women	woman	NOUN
iassist-1007	15	9	combined	combine	VERB
iassist-1007	15	10	made	make	VERB
iassist-1007	15	11	up	up	ADP
iassist-1007	15	12	just	just	ADV
iassist-1007	15	13	4.4	4.4	NUM
iassist-1007	15	14	%	%	NOUN
iassist-1007	15	15	of	of	ADP
iassist-1007	15	16	u.s	u.s	PROPN
iassist-1007	15	17	.	.	PROPN
iassist-1007	15	18	undergraduate	undergraduate	NOUN
iassist-1007	15	19	computing	computing	NOUN
iassist-1007	15	20	degrees	degree	NOUN
iassist-1007	15	21	(	(	PUNCT
iassist-1007	15	22	nsf	nsf	NOUN
iassist-1007	15	23	,	,	PUNCT
iassist-1007	15	24	2017	2017	NUM
iassist-1007	15	25	)	)	PUNCT
iassist-1007	15	26	.	.	PUNCT
iassist-1007	16	1	this	this	DET
iassist-1007	16	2	race	race	NOUN
iassist-1007	16	3	/	/	SYM
iassist-1007	16	4	ethnicity	ethnicity	NOUN
iassist-1007	16	5	and	and	CCONJ
iassist-1007	16	6	gender	gender	NOUN
iassist-1007	16	7	underrepresentation	underrepresentation	NOUN
iassist-1007	16	8	of	of	ADP
iassist-1007	16	9	minoritized	minoritized	ADJ
iassist-1007	16	10	groups	group	NOUN
iassist-1007	16	11	in	in	ADP
iassist-1007	16	12	stem	stem	NOUN
iassist-1007	16	13	has	have	AUX
iassist-1007	16	14	been	be	AUX
iassist-1007	16	15	attributed	attribute	VERB
iassist-1007	16	16	to	to	ADP
iassist-1007	16	17	pervasive	pervasive	ADJ
iassist-1007	16	18	problems	problem	NOUN
iassist-1007	16	19	in	in	ADP
iassist-1007	16	20	recruitment	recruitment	NOUN
iassist-1007	16	21	(	(	PUNCT
iassist-1007	16	22	i.e.	i.e.	X
iassist-1007	16	23	,	,	PUNCT
iassist-1007	16	24	motivations	motivation	NOUN
iassist-1007	16	25	to	to	PART
iassist-1007	16	26	enter	enter	VERB
iassist-1007	16	27	)	)	PUNCT
iassist-1007	16	28	and	and	CCONJ
iassist-1007	16	29	retention	retention	NOUN
iassist-1007	16	30	(	(	PUNCT
iassist-1007	16	31	i.e.	i.e.	X
iassist-1007	16	32	,	,	PUNCT
iassist-1007	16	33	intentions	intention	NOUN
iassist-1007	16	34	to	to	PART
iassist-1007	16	35	remain	remain	VERB
iassist-1007	16	36	)	)	PUNCT
iassist-1007	16	37	of	of	ADP
iassist-1007	16	38	minoritized	minoritized	ADJ
iassist-1007	16	39	students	student	NOUN
iassist-1007	16	40	in	in	ADP
iassist-1007	16	41	higher	high	ADJ
iassist-1007	16	42	education	education	NOUN
iassist-1007	16	43	(	(	PUNCT
iassist-1007	16	44	fox	fox	PROPN
iassist-1007	16	45	,	,	PUNCT
iassist-1007	16	46	2009	2009	NUM
iassist-1007	16	47	;	;	PUNCT
iassist-1007	16	48	drury	drury	PROPN
iassist-1007	16	49	,	,	PUNCT
iassist-1007	16	50	siy	siy	NOUN
iassist-1007	16	51	and	and	CCONJ
iassist-1007	16	52	cheryan	cheryan	ADJ
iassist-1007	16	53	2011	2011	NUM
iassist-1007	16	54	;	;	PUNCT
iassist-1007	16	55	smith	smith	PROPN
iassist-1007	16	56	-	-	PUNCT
iassist-1007	16	57	doerr	doerr	PROPN
iassist-1007	16	58	,	,	PUNCT
iassist-1007	16	59	alegria	alegria	PROPN
iassist-1007	16	60	and	and	CCONJ
iassist-1007	16	61	sacco	sacco	PROPN
iassist-1007	16	62	2017	2017	NUM
iassist-1007	16	63	)	)	PUNCT
iassist-1007	16	64	.	.	PUNCT
iassist-1007	17	1	data	datum	NOUN
iassist-1007	17	2	science	science	PROPN
iassist-1007	17	3	,	,	PUNCT
iassist-1007	17	4	like	like	ADP
iassist-1007	17	5	its	its	PRON
iassist-1007	17	6	core	core	ADJ
iassist-1007	17	7	disciplinary	disciplinary	ADJ
iassist-1007	17	8	predecessors	predecessor	NOUN
iassist-1007	17	9	(	(	PUNCT
iassist-1007	17	10	computer	computer	NOUN
iassist-1007	17	11	science	science	NOUN
iassist-1007	17	12	,	,	PUNCT
iassist-1007	17	13	information	information	NOUN
iassist-1007	17	14	systems	system	NOUN
iassist-1007	17	15	,	,	PUNCT
iassist-1007	17	16	mathematics	mathematic	NOUN
iassist-1007	17	17	,	,	PUNCT
iassist-1007	17	18	and	and	CCONJ
iassist-1007	17	19	statistics	statistic	NOUN
iassist-1007	17	20	)	)	PUNCT
iassist-1007	17	21	,	,	PUNCT
iassist-1007	17	22	suffers	suffer	VERB
iassist-1007	17	23	from	from	ADP
iassist-1007	17	24	a	a	DET
iassist-1007	17	25	critical	critical	ADJ
iassist-1007	17	26	lack	lack	NOUN
iassist-1007	17	27	of	of	ADP
iassist-1007	17	28	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	PUNCT
iassist-1007	17	29	2/8	2/8	NUM
iassist-1007	17	30	monroe	monroe	NOUN
iassist-1007	17	31	-	-	PUNCT
iassist-1007	17	32	white	white	ADJ
iassist-1007	17	33	,	,	PUNCT
iassist-1007	17	34	thema	thema	X
iassist-1007	17	35	(	(	PUNCT
iassist-1007	17	36	2022	2022	NUM
iassist-1007	17	37	)	)	PUNCT
iassist-1007	17	38	emancipating	emancipate	VERB
iassist-1007	17	39	data	datum	NOUN
iassist-1007	17	40	science	science	NOUN
iassist-1007	17	41	for	for	ADP
iassist-1007	17	42	black	black	ADJ
iassist-1007	17	43	and	and	CCONJ
iassist-1007	17	44	indigenous	indigenous	ADJ
iassist-1007	17	45	students	student	NOUN
iassist-1007	17	46	via	via	ADP
iassist-1007	17	47	liberatory	liberatory	ADJ
iassist-1007	17	48	datasets	dataset	NOUN
iassist-1007	17	49	and	and	CCONJ
iassist-1007	17	50	curricula	curricula	NOUN
iassist-1007	17	51	,	,	PUNCT
iassist-1007	17	52	iassist	iassist	VERB
iassist-1007	17	53	quarterly	quarterly	ADJ
iassist-1007	17	54	46(4	46(4	NOUN
iassist-1007	17	55	)	)	PUNCT
iassist-1007	17	56	,	,	PUNCT
iassist-1007	17	57	pp	pp	PROPN
iassist-1007	17	58	.	.	PUNCT
iassist-1007	18	1	1	1	NUM
iassist-1007	18	2	-	-	SYM
iassist-1007	18	3	8	8	NUM
iassist-1007	18	4	.	.	PUNCT
iassist-1007	18	5	doi	doi	NOUN
iassist-1007	18	6	:	:	PUNCT
iassist-1007	18	7	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	PUNCT
iassist-1007	18	8	race	race	NOUN
iassist-1007	18	9	/	/	SYM
iassist-1007	18	10	ethnicity	ethnicity	NOUN
iassist-1007	18	11	and	and	CCONJ
iassist-1007	18	12	gender	gender	NOUN
iassist-1007	18	13	diversity	diversity	NOUN
iassist-1007	18	14	.	.	PUNCT
iassist-1007	19	1	therefore	therefore	ADV
iassist-1007	19	2	,	,	PUNCT
iassist-1007	19	3	meeting	meet	VERB
iassist-1007	19	4	the	the	DET
iassist-1007	19	5	nation	nation	NOUN
iassist-1007	19	6	’s	’s	PART
iassist-1007	19	7	need	need	NOUN
iassist-1007	19	8	for	for	ADP
iassist-1007	19	9	a	a	DET
iassist-1007	19	10	data	data	NOUN
iassist-1007	19	11	workforce	workforce	NOUN
iassist-1007	19	12	that	that	PRON
iassist-1007	19	13	is	be	AUX
iassist-1007	19	14	reflective	reflective	ADJ
iassist-1007	19	15	of	of	ADP
iassist-1007	19	16	its	its	PRON
iassist-1007	19	17	populace	populace	NOUN
iassist-1007	19	18	requires	require	VERB
iassist-1007	19	19	new	new	ADJ
iassist-1007	19	20	ways	way	NOUN
iassist-1007	19	21	of	of	ADP
iassist-1007	19	22	educating	educate	VERB
iassist-1007	19	23	and	and	CCONJ
iassist-1007	19	24	training	train	VERB
iassist-1007	19	25	data	datum	NOUN
iassist-1007	19	26	professionals	professional	NOUN
iassist-1007	19	27	from	from	ADP
iassist-1007	19	28	minoritized	minoritized	ADJ
iassist-1007	19	29	backgrounds	background	NOUN
iassist-1007	19	30	.	.	PUNCT
iassist-1007	20	1	furthermore	furthermore	ADV
iassist-1007	20	2	,	,	PUNCT
iassist-1007	20	3	if	if	SCONJ
iassist-1007	20	4	these	these	DET
iassist-1007	20	5	patterns	pattern	NOUN
iassist-1007	20	6	persist	persist	VERB
iassist-1007	20	7	,	,	PUNCT
iassist-1007	20	8	data	datum	NOUN
iassist-1007	20	9	harms	harm	NOUN
iassist-1007	20	10	(	(	PUNCT
iassist-1007	20	11	preliminarily	preliminarily	ADV
iassist-1007	20	12	defined	define	VERB
iassist-1007	20	13	as	as	ADP
iassist-1007	20	14	the	the	DET
iassist-1007	20	15	adverse	adverse	ADJ
iassist-1007	20	16	effects	effect	NOUN
iassist-1007	20	17	caused	cause	VERB
iassist-1007	20	18	by	by	ADP
iassist-1007	20	19	uses	use	NOUN
iassist-1007	20	20	of	of	ADP
iassist-1007	20	21	data	datum	NOUN
iassist-1007	20	22	that	that	PRON
iassist-1007	20	23	may	may	AUX
iassist-1007	20	24	impair	impair	VERB
iassist-1007	20	25	,	,	PUNCT
iassist-1007	20	26	injure	injure	NOUN
iassist-1007	20	27	,	,	PUNCT
iassist-1007	20	28	or	or	CCONJ
iassist-1007	20	29	set	set	VERB
iassist-1007	20	30	back	back	ADP
iassist-1007	20	31	a	a	DET
iassist-1007	20	32	person	person	NOUN
iassist-1007	20	33	,	,	PUNCT
iassist-1007	20	34	entity	entity	NOUN
iassist-1007	20	35	,	,	PUNCT
iassist-1007	20	36	or	or	CCONJ
iassist-1007	20	37	society	society	NOUN
iassist-1007	20	38	’s	’s	PART
iassist-1007	20	39	interests	interest	NOUN
iassist-1007	20	40	)	)	PUNCT
iassist-1007	20	41	(	(	PUNCT
iassist-1007	20	42	redden	redden	VERB
iassist-1007	20	43	,	,	PUNCT
iassist-1007	20	44	brand	brand	NOUN
iassist-1007	20	45	and	and	CCONJ
iassist-1007	20	46	terzieva	terzieva	PROPN
iassist-1007	20	47	2020	2020	NUM
iassist-1007	20	48	)	)	PUNCT
iassist-1007	20	49	resulting	result	VERB
iassist-1007	20	50	from	from	ADP
iassist-1007	20	51	a	a	DET
iassist-1007	20	52	homogeneous	homogeneous	ADJ
iassist-1007	20	53	(	(	PUNCT
iassist-1007	20	54	i.e.	i.e.	X
iassist-1007	20	55	,	,	PUNCT
iassist-1007	20	56	white	white	ADJ
iassist-1007	20	57	male	male	NOUN
iassist-1007	20	58	)	)	PUNCT
iassist-1007	20	59	data	datum	NOUN
iassist-1007	20	60	workforce	workforce	NOUN
iassist-1007	20	61	will	will	AUX
iassist-1007	20	62	reinforce	reinforce	VERB
iassist-1007	20	63	as	as	SCONJ
iassist-1007	20	64	opposed	oppose	VERB
iassist-1007	20	65	to	to	PART
iassist-1007	20	66	resolve	resolve	VERB
iassist-1007	20	67	structural	structural	ADJ
iassist-1007	20	68	racist	racist	ADJ
iassist-1007	20	69	practices	practice	NOUN
iassist-1007	20	70	that	that	PRON
iassist-1007	20	71	continue	continue	VERB
iassist-1007	20	72	to	to	PART
iassist-1007	20	73	marginalize	marginalize	VERB
iassist-1007	20	74	black	black	ADJ
iassist-1007	20	75	and	and	CCONJ
iassist-1007	20	76	indigenous	indigenous	ADJ
iassist-1007	20	77	people	people	NOUN
iassist-1007	20	78	in	in	ADP
iassist-1007	20	79	the	the	DET
iassist-1007	20	80	u.s	u.s	PROPN
iassist-1007	20	81	.	.	PROPN
iassist-1007	20	82	increasing	increase	VERB
iassist-1007	20	83	the	the	DET
iassist-1007	20	84	u.s	u.s	PROPN
iassist-1007	20	85	.	.	PROPN
iassist-1007	20	86	data	data	PROPN
iassist-1007	20	87	workforce	workforce	NOUN
iassist-1007	20	88	is	be	AUX
iassist-1007	20	89	likely	likely	ADJ
iassist-1007	20	90	to	to	PART
iassist-1007	20	91	remain	remain	VERB
iassist-1007	20	92	a	a	DET
iassist-1007	20	93	top	top	ADJ
iassist-1007	20	94	priority	priority	NOUN
iassist-1007	20	95	over	over	ADP
iassist-1007	20	96	the	the	DET
iassist-1007	20	97	coming	come	VERB
iassist-1007	20	98	decades	decade	NOUN
iassist-1007	20	99	.	.	PUNCT
iassist-1007	21	1	this	this	PRON
iassist-1007	21	2	creates	create	VERB
iassist-1007	21	3	a	a	DET
iassist-1007	21	4	unique	unique	ADJ
iassist-1007	21	5	opportunity	opportunity	NOUN
iassist-1007	21	6	for	for	SCONJ
iassist-1007	21	7	non	non	ADJ
iassist-1007	21	8	-	-	ADJ
iassist-1007	21	9	stem	stem	ADJ
iassist-1007	21	10	and	and	CCONJ
iassist-1007	21	11	minoritized	minoritized	ADJ
iassist-1007	21	12	students	student	NOUN
iassist-1007	21	13	to	to	PART
iassist-1007	21	14	find	find	VERB
iassist-1007	21	15	career	career	NOUN
iassist-1007	21	16	paths	path	NOUN
iassist-1007	21	17	in	in	ADP
iassist-1007	21	18	data	datum	NOUN
iassist-1007	21	19	work	work	NOUN
iassist-1007	21	20	(	(	PUNCT
iassist-1007	21	21	especially	especially	ADV
iassist-1007	21	22	data	data	NOUN
iassist-1007	21	23	visualization	visualization	NOUN
iassist-1007	21	24	and	and	CCONJ
iassist-1007	21	25	data	datum	NOUN
iassist-1007	21	26	journalism	journalism	NOUN
iassist-1007	21	27	,	,	PUNCT
iassist-1007	21	28	which	which	PRON
iassist-1007	21	29	align	align	VERB
iassist-1007	21	30	nicely	nicely	ADV
iassist-1007	21	31	with	with	ADP
iassist-1007	21	32	topics	topic	NOUN
iassist-1007	21	33	of	of	ADP
iassist-1007	21	34	interest	interest	NOUN
iassist-1007	21	35	to	to	ADP
iassist-1007	21	36	humanities	humanity	NOUN
iassist-1007	21	37	students	student	NOUN
iassist-1007	21	38	(	(	PUNCT
iassist-1007	21	39	manovich	manovich	PROPN
iassist-1007	21	40	,	,	PUNCT
iassist-1007	21	41	2015	2015	NUM
iassist-1007	21	42	)	)	PUNCT
iassist-1007	21	43	.	.	PUNCT
iassist-1007	22	1	given	give	VERB
iassist-1007	22	2	that	that	SCONJ
iassist-1007	22	3	most	most	ADJ
iassist-1007	22	4	minoritized	minoritized	ADJ
iassist-1007	22	5	students	student	NOUN
iassist-1007	22	6	graduate	graduate	VERB
iassist-1007	22	7	in	in	ADP
iassist-1007	22	8	non	non	ADJ
iassist-1007	22	9	-	-	ADJ
iassist-1007	22	10	stem	stem	ADJ
iassist-1007	22	11	majors	major	NOUN
iassist-1007	22	12	(	(	PUNCT
iassist-1007	22	13	see	see	VERB
iassist-1007	22	14	figure	figure	NOUN
iassist-1007	22	15	1	1	NUM
iassist-1007	22	16	)	)	PUNCT
iassist-1007	22	17	,	,	PUNCT
iassist-1007	22	18	this	this	DET
iassist-1007	22	19	population	population	NOUN
iassist-1007	22	20	represents	represent	VERB
iassist-1007	22	21	a	a	DET
iassist-1007	22	22	large	large	ADJ
iassist-1007	22	23	untapped	untapped	ADJ
iassist-1007	22	24	resource	resource	NOUN
iassist-1007	22	25	for	for	ADP
iassist-1007	22	26	the	the	DET
iassist-1007	22	27	future	future	ADJ
iassist-1007	22	28	data	data	PROPN
iassist-1007	22	29	science	science	PROPN
iassist-1007	22	30	workforce	workforce	PROPN
iassist-1007	22	31	.	.	PUNCT
iassist-1007	23	1	through	through	ADP
iassist-1007	23	2	exposure	exposure	NOUN
iassist-1007	23	3	to	to	ADP
iassist-1007	23	4	data	data	NOUN
iassist-1007	23	5	professionals	professional	NOUN
iassist-1007	23	6	and	and	CCONJ
iassist-1007	23	7	use	use	NOUN
iassist-1007	23	8	of	of	ADP
iassist-1007	23	9	datasets	dataset	NOUN
iassist-1007	23	10	that	that	PRON
iassist-1007	23	11	reflect	reflect	VERB
iassist-1007	23	12	the	the	DET
iassist-1007	23	13	unique	unique	ADJ
iassist-1007	23	14	historical	historical	ADJ
iassist-1007	23	15	and	and	CCONJ
iassist-1007	23	16	varied	varied	ADJ
iassist-1007	23	17	experiences	experience	NOUN
iassist-1007	23	18	of	of	ADP
iassist-1007	23	19	black	black	ADJ
iassist-1007	23	20	,	,	PUNCT
iassist-1007	23	21	indigenous	indigenous	ADJ
iassist-1007	23	22	,	,	PUNCT
iassist-1007	23	23	and	and	CCONJ
iassist-1007	23	24	other	other	ADJ
iassist-1007	23	25	minoritized	minoritized	ADJ
iassist-1007	23	26	people	people	NOUN
iassist-1007	23	27	of	of	ADP
iassist-1007	23	28	color	color	NOUN
iassist-1007	23	29	,	,	PUNCT
iassist-1007	23	30	we	we	PRON
iassist-1007	23	31	can	can	AUX
iassist-1007	23	32	facilitate	facilitate	VERB
iassist-1007	23	33	inclusive	inclusive	ADJ
iassist-1007	23	34	growth	growth	NOUN
iassist-1007	23	35	in	in	ADP
iassist-1007	23	36	the	the	DET
iassist-1007	23	37	u.s	u.s	PROPN
iassist-1007	23	38	.	.	PROPN
iassist-1007	23	39	data	data	PROPN
iassist-1007	23	40	workforce	workforce	PROPN
iassist-1007	23	41	.	.	PUNCT
iassist-1007	24	1	therefore	therefore	ADV
iassist-1007	24	2	,	,	PUNCT
iassist-1007	24	3	this	this	DET
iassist-1007	24	4	paper	paper	NOUN
iassist-1007	24	5	aims	aim	VERB
iassist-1007	24	6	to	to	PART
iassist-1007	24	7	offer	offer	VERB
iassist-1007	24	8	strategies	strategy	NOUN
iassist-1007	24	9	for	for	ADP
iassist-1007	24	10	identifying	identify	VERB
iassist-1007	24	11	more	more	ADJ
iassist-1007	24	12	affirming	affirming	NOUN
iassist-1007	24	13	and	and	CCONJ
iassist-1007	24	14	relevant	relevant	ADJ
iassist-1007	24	15	datasets	dataset	NOUN
iassist-1007	24	16	and	and	CCONJ
iassist-1007	24	17	exemplary	exemplary	ADJ
iassist-1007	24	18	data	datum	NOUN
iassist-1007	24	19	scientists	scientist	NOUN
iassist-1007	24	20	that	that	PRON
iassist-1007	24	21	cater	cater	VERB
iassist-1007	24	22	to	to	ADP
iassist-1007	24	23	the	the	DET
iassist-1007	24	24	wants	want	NOUN
iassist-1007	24	25	and	and	CCONJ
iassist-1007	24	26	needs	need	NOUN
iassist-1007	24	27	of	of	ADP
iassist-1007	24	28	non	non	ADJ
iassist-1007	24	29	-	-	ADJ
iassist-1007	24	30	stem	stem	ADJ
iassist-1007	24	31	minoritized	minoritized	ADJ
iassist-1007	24	32	populations	population	NOUN
iassist-1007	24	33	.	.	PUNCT
iassist-1007	25	1	facilitating	facilitate	VERB
iassist-1007	25	2	a	a	DET
iassist-1007	25	3	racial	racial	ADJ
iassist-1007	25	4	equity	equity	NOUN
iassist-1007	25	5	orientation	orientation	NOUN
iassist-1007	25	6	in	in	ADP
iassist-1007	25	7	data	datum	NOUN
iassist-1007	25	8	science	science	NOUN
iassist-1007	25	9	the	the	DET
iassist-1007	25	10	unprecedented	unprecedented	ADJ
iassist-1007	25	11	influence	influence	NOUN
iassist-1007	25	12	of	of	ADP
iassist-1007	25	13	data	datum	NOUN
iassist-1007	25	14	science	science	NOUN
iassist-1007	25	15	tools	tool	NOUN
iassist-1007	25	16	and	and	CCONJ
iassist-1007	25	17	technologies	technology	NOUN
iassist-1007	25	18	on	on	ADP
iassist-1007	25	19	our	our	PRON
iassist-1007	25	20	social	social	ADJ
iassist-1007	25	21	institutions	institution	NOUN
iassist-1007	25	22	(	(	PUNCT
iassist-1007	25	23	benjamin	benjamin	PROPN
iassist-1007	25	24	,	,	PUNCT
iassist-1007	25	25	2019	2019	NUM
iassist-1007	25	26	)	)	PUNCT
iassist-1007	25	27	coupled	couple	VERB
iassist-1007	25	28	with	with	ADP
iassist-1007	25	29	a	a	DET
iassist-1007	25	30	pervasive	pervasive	ADJ
iassist-1007	25	31	lack	lack	NOUN
iassist-1007	25	32	of	of	ADP
iassist-1007	25	33	diversity	diversity	NOUN
iassist-1007	25	34	in	in	ADP
iassist-1007	25	35	the	the	DET
iassist-1007	25	36	sciences	sciences	PROPN
iassist-1007	25	37	and	and	CCONJ
iassist-1007	25	38	data	datum	NOUN
iassist-1007	25	39	science	science	NOUN
iassist-1007	25	40	in	in	ADP
iassist-1007	25	41	particular	particular	ADJ
iassist-1007	25	42	,	,	PUNCT
iassist-1007	25	43	limits	limit	VERB
iassist-1007	25	44	the	the	DET
iassist-1007	25	45	range	range	NOUN
iassist-1007	25	46	of	of	ADP
iassist-1007	25	47	perspectives	perspective	NOUN
iassist-1007	25	48	(	(	PUNCT
iassist-1007	25	49	page	page	NOUN
iassist-1007	25	50	,	,	PUNCT
iassist-1007	25	51	2008	2008	NUM
iassist-1007	25	52	)	)	PUNCT
iassist-1007	25	53	needed	need	VERB
iassist-1007	25	54	to	to	PART
iassist-1007	25	55	address	address	VERB
iassist-1007	25	56	the	the	DET
iassist-1007	25	57	sociotechnical	sociotechnical	ADJ
iassist-1007	25	58	complexities	complexity	NOUN
iassist-1007	25	59	of	of	ADP
iassist-1007	25	60	“	"	PUNCT
iassist-1007	25	61	biased	biased	ADJ
iassist-1007	25	62	”	"	PUNCT
iassist-1007	25	63	(	(	PUNCT
iassist-1007	25	64	i.e.	i.e.	X
iassist-1007	25	65	,	,	PUNCT
iassist-1007	25	66	harms	harm	NOUN
iassist-1007	25	67	associated	associate	VERB
iassist-1007	25	68	with	with	ADP
iassist-1007	25	69	the	the	DET
iassist-1007	25	70	deployment	deployment	NOUN
iassist-1007	25	71	of	of	ADP
iassist-1007	25	72	models	model	NOUN
iassist-1007	25	73	that	that	PRON
iassist-1007	25	74	are	be	AUX
iassist-1007	25	75	trained	train	VERB
iassist-1007	25	76	on	on	ADP
iassist-1007	25	77	datasets	dataset	NOUN
iassist-1007	25	78	that	that	PRON
iassist-1007	25	79	reflect	reflect	VERB
iassist-1007	25	80	broader	broad	ADJ
iassist-1007	25	81	structural	structural	ADJ
iassist-1007	25	82	inequalities	inequality	NOUN
iassist-1007	25	83	)	)	PUNCT
iassist-1007	25	84	datasets	dataset	NOUN
iassist-1007	25	85	and	and	CCONJ
iassist-1007	25	86	analytical	analytical	ADJ
iassist-1007	25	87	processes	process	NOUN
iassist-1007	25	88	.	.	PUNCT
iassist-1007	26	1	at	at	ADP
iassist-1007	26	2	present	present	ADJ
iassist-1007	26	3	,	,	PUNCT
iassist-1007	26	4	outcomes	outcome	NOUN
iassist-1007	26	5	of	of	ADP
iassist-1007	26	6	data	datum	NOUN
iassist-1007	26	7	science	science	NOUN
iassist-1007	26	8	workflows	workflow	NOUN
iassist-1007	26	9	lead	lead	VERB
iassist-1007	26	10	to	to	ADP
iassist-1007	26	11	a	a	DET
iassist-1007	26	12	profound	profound	ADJ
iassist-1007	26	13	impact	impact	NOUN
iassist-1007	26	14	on	on	ADP
iassist-1007	26	15	the	the	DET
iassist-1007	26	16	public	public	NOUN
iassist-1007	26	17	and	and	CCONJ
iassist-1007	26	18	underrepresented	underrepresented	ADJ
iassist-1007	26	19	and	and	CCONJ
iassist-1007	26	20	minoritized	minoritized	ADJ
iassist-1007	26	21	groups	group	NOUN
iassist-1007	26	22	in	in	ADP
iassist-1007	26	23	particular	particular	ADJ
iassist-1007	26	24	.	.	PUNCT
iassist-1007	27	1	biased	biased	ADJ
iassist-1007	27	2	datasets	dataset	NOUN
iassist-1007	27	3	and	and	CCONJ
iassist-1007	27	4	analytical	analytical	ADJ
iassist-1007	27	5	processes	process	NOUN
iassist-1007	27	6	have	have	AUX
iassist-1007	27	7	furthered	further	VERB
iassist-1007	27	8	inequities	inequity	NOUN
iassist-1007	27	9	in	in	ADP
iassist-1007	27	10	judicial	judicial	ADJ
iassist-1007	27	11	systems	system	NOUN
iassist-1007	27	12	,	,	PUNCT
iassist-1007	27	13	i.e.	i.e.	X
iassist-1007	27	14	,	,	PUNCT
iassist-1007	27	15	recidivism	recidivism	NOUN
iassist-1007	27	16	risk	risk	NOUN
iassist-1007	27	17	(	(	PUNCT
iassist-1007	27	18	o'neil	o'neil	PROPN
iassist-1007	27	19	,	,	PUNCT
iassist-1007	27	20	2016	2016	NUM
iassist-1007	27	21	;	;	PUNCT
iassist-1007	27	22	flores	flore	NOUN
iassist-1007	27	23	,	,	PUNCT
iassist-1007	27	24	bechtel	bechtel	NOUN
iassist-1007	27	25	and	and	CCONJ
iassist-1007	27	26	lowenkamp	lowenkamp	NOUN
iassist-1007	27	27	,	,	PUNCT
iassist-1007	27	28	2016	2016	NUM
iassist-1007	27	29	;	;	PUNCT
iassist-1007	27	30	dressel	dressel	NOUN
iassist-1007	27	31	and	and	CCONJ
iassist-1007	27	32	farid	farid	PROPN
iassist-1007	27	33	,	,	PUNCT
iassist-1007	27	34	2018	2018	NUM
iassist-1007	27	35	;	;	PUNCT
iassist-1007	27	36	angwin	angwin	PROPN
iassist-1007	27	37	et	et	PROPN
iassist-1007	27	38	al	al	PROPN
iassist-1007	27	39	,	,	PUNCT
iassist-1007	27	40	2016	2016	NUM
iassist-1007	27	41	)	)	PUNCT
iassist-1007	27	42	search	search	NOUN
iassist-1007	27	43	engine	engine	NOUN
iassist-1007	27	44	outputs	output	NOUN
iassist-1007	27	45	(	(	PUNCT
iassist-1007	27	46	noble	noble	ADJ
iassist-1007	27	47	,	,	PUNCT
iassist-1007	27	48	2018	2018	NUM
iassist-1007	27	49	)	)	PUNCT
iassist-1007	27	50	,	,	PUNCT
iassist-1007	27	51	and	and	CCONJ
iassist-1007	27	52	facial	facial	ADJ
iassist-1007	27	53	recognition	recognition	NOUN
iassist-1007	27	54	(	(	PUNCT
iassist-1007	27	55	buolamwini	buolamwini	NOUN
iassist-1007	27	56	and	and	CCONJ
iassist-1007	27	57	gebru	gebru	NOUN
iassist-1007	27	58	,	,	PUNCT
iassist-1007	27	59	2018	2018	NUM
iassist-1007	27	60	)	)	PUNCT
iassist-1007	27	61	among	among	ADP
iassist-1007	27	62	others	other	NOUN
iassist-1007	27	63	.	.	PUNCT
iassist-1007	28	1	joy	joy	NOUN
iassist-1007	28	2	buolamwini	buolamwini	PROPN
iassist-1007	28	3	and	and	CCONJ
iassist-1007	28	4	timnit	timnit	PROPN
iassist-1007	28	5	gebru	gebru	NOUN
iassist-1007	28	6	’s	’s	PART
iassist-1007	28	7	research	research	NOUN
iassist-1007	28	8	exposed	expose	VERB
iassist-1007	28	9	data	datum	NOUN
iassist-1007	28	10	harms	harm	NOUN
iassist-1007	28	11	caused	cause	VERB
iassist-1007	28	12	by	by	ADP
iassist-1007	28	13	facial	facial	ADJ
iassist-1007	28	14	recognition	recognition	NOUN
iassist-1007	28	15	software	software	NOUN
iassist-1007	28	16	that	that	PRON
iassist-1007	28	17	disproportionately	disproportionately	ADV
iassist-1007	28	18	14.4	14.4	NUM
iassist-1007	28	19	%	%	NOUN
iassist-1007	28	20	(	(	PUNCT
iassist-1007	28	21	n=66143	n=66143	NOUN
iassist-1007	28	22	)	)	PUNCT
iassist-1007	28	23	85.6	85.6	NUM
iassist-1007	28	24	%	%	NOUN
iassist-1007	28	25	n	n	NOUN
iassist-1007	28	26	=	=	NOUN
iassist-1007	28	27	fig	fig	NOUN
iassist-1007	28	28	1	1	NUM
iassist-1007	28	29	.	.	X
iassist-1007	28	30	image	image	NOUN
iassist-1007	28	31	by	by	ADP
iassist-1007	28	32	author	author	NOUN
iassist-1007	28	33	.	.	PUNCT
iassist-1007	29	1	sankey	sankey	ADJ
iassist-1007	29	2	diagrams	diagram	NOUN
iassist-1007	29	3	of	of	ADP
iassist-1007	29	4	2017	2017	NUM
iassist-1007	29	5	bachelor	bachelor	NOUN
iassist-1007	29	6	’s	’s	NOUN
iassist-1007	29	7	degree	degree	NOUN
iassist-1007	29	8	completions	completion	NOUN
iassist-1007	29	9	by	by	ADP
iassist-1007	29	10	discipline	discipline	NOUN
iassist-1007	29	11	of	of	ADP
iassist-1007	29	12	undergraduate	undergraduate	ADJ
iassist-1007	29	13	minoritized	minoritized	ADJ
iassist-1007	29	14	students	student	NOUN
iassist-1007	29	15	overall	overall	ADV
iassist-1007	29	16	(	(	PUNCT
iassist-1007	29	17	left	left	ADJ
iassist-1007	29	18	)	)	PUNCT
iassist-1007	29	19	and	and	CCONJ
iassist-1007	29	20	in	in	ADP
iassist-1007	29	21	stem	stem	NOUN
iassist-1007	29	22	(	(	PUNCT
iassist-1007	29	23	right	right	ADJ
iassist-1007	29	24	)	)	PUNCT
iassist-1007	29	25	(	(	PUNCT
iassist-1007	29	26	source	source	NOUN
iassist-1007	29	27	:	:	PUNCT
iassist-1007	29	28	u.s	u.s	PROPN
iassist-1007	29	29	.	.	PROPN
iassist-1007	29	30	department	department	PROPN
iassist-1007	29	31	of	of	ADP
iassist-1007	29	32	education	education	PROPN
iassist-1007	29	33	nces	nce	VERB
iassist-1007	29	34	ipeds	iped	NOUN
iassist-1007	29	35	database	database	NOUN
iassist-1007	29	36	.	.	PUNCT
iassist-1007	29	37	)	)	PUNCT
iassist-1007	30	1	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	PUNCT
iassist-1007	30	2	3/8	3/8	NUM
iassist-1007	30	3	monroe	monroe	NOUN
iassist-1007	30	4	-	-	PUNCT
iassist-1007	30	5	white	white	ADJ
iassist-1007	30	6	,	,	PUNCT
iassist-1007	30	7	thema	thema	X
iassist-1007	30	8	(	(	PUNCT
iassist-1007	30	9	2022	2022	NUM
iassist-1007	30	10	)	)	PUNCT
iassist-1007	30	11	emancipating	emancipate	VERB
iassist-1007	30	12	data	datum	NOUN
iassist-1007	30	13	science	science	NOUN
iassist-1007	30	14	for	for	ADP
iassist-1007	30	15	black	black	ADJ
iassist-1007	30	16	and	and	CCONJ
iassist-1007	30	17	indigenous	indigenous	ADJ
iassist-1007	30	18	students	student	NOUN
iassist-1007	30	19	via	via	ADP
iassist-1007	30	20	liberatory	liberatory	ADJ
iassist-1007	30	21	datasets	dataset	NOUN
iassist-1007	30	22	and	and	CCONJ
iassist-1007	30	23	curricula	curricula	NOUN
iassist-1007	30	24	,	,	PUNCT
iassist-1007	30	25	iassist	iassist	VERB
iassist-1007	30	26	quarterly	quarterly	ADJ
iassist-1007	30	27	46(4	46(4	NOUN
iassist-1007	30	28	)	)	PUNCT
iassist-1007	30	29	,	,	PUNCT
iassist-1007	30	30	pp	pp	PROPN
iassist-1007	30	31	.	.	PUNCT
iassist-1007	31	1	1	1	NUM
iassist-1007	31	2	-	-	SYM
iassist-1007	31	3	8	8	NUM
iassist-1007	31	4	.	.	PUNCT
iassist-1007	32	1	doi	doi	NOUN
iassist-1007	32	2	:	:	PUNCT
iassist-1007	32	3	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	PUNCT
iassist-1007	32	4	misclassified	misclassifie	VERB
iassist-1007	32	5	darker	dark	ADJ
iassist-1007	32	6	-	-	PUNCT
iassist-1007	32	7	skinned	skinned	ADJ
iassist-1007	32	8	female	female	ADJ
iassist-1007	32	9	faces	face	NOUN
iassist-1007	32	10	(	(	PUNCT
iassist-1007	32	11	34.7	34.7	NUM
iassist-1007	32	12	%	%	NOUN
iassist-1007	32	13	error	error	NOUN
iassist-1007	32	14	rate	rate	NOUN
iassist-1007	32	15	)	)	PUNCT
iassist-1007	32	16	at	at	ADP
iassist-1007	32	17	a	a	DET
iassist-1007	32	18	rate	rate	NOUN
iassist-1007	32	19	43	43	NUM
iassist-1007	32	20	times	time	NOUN
iassist-1007	32	21	higher	high	ADJ
iassist-1007	32	22	than	than	ADP
iassist-1007	32	23	that	that	PRON
iassist-1007	32	24	of	of	ADP
iassist-1007	32	25	lighter	light	ADJ
iassist-1007	32	26	-	-	PUNCT
iassist-1007	32	27	skinned	skin	VERB
iassist-1007	32	28	males	male	NOUN
iassist-1007	32	29	(	(	PUNCT
iassist-1007	32	30	.8	.8	NUM
iassist-1007	32	31	%	%	NOUN
iassist-1007	32	32	error	error	NOUN
iassist-1007	32	33	rate	rate	NOUN
iassist-1007	32	34	)	)	PUNCT
iassist-1007	32	35	.	.	PUNCT
iassist-1007	33	1	systems	system	NOUN
iassist-1007	33	2	like	like	ADP
iassist-1007	33	3	these	these	PRON
iassist-1007	33	4	are	be	AUX
iassist-1007	33	5	used	use	VERB
iassist-1007	33	6	in	in	ADP
iassist-1007	33	7	concert	concert	NOUN
iassist-1007	33	8	with	with	ADP
iassist-1007	33	9	massive	massive	ADJ
iassist-1007	33	10	lawenforcement	lawenforcement	NOUN
iassist-1007	33	11	databases	database	NOUN
iassist-1007	33	12	with	with	ADP
iassist-1007	33	13	images	image	NOUN
iassist-1007	33	14	of	of	ADP
iassist-1007	33	15	over	over	ADP
iassist-1007	33	16	117	117	NUM
iassist-1007	33	17	million	million	NUM
iassist-1007	33	18	u.s	u.s	PROPN
iassist-1007	33	19	.	.	PROPN
iassist-1007	33	20	adults	adult	NOUN
iassist-1007	33	21	(	(	PUNCT
iassist-1007	33	22	over	over	ADP
iassist-1007	33	23	half	half	DET
iassist-1007	33	24	the	the	DET
iassist-1007	33	25	entire	entire	ADJ
iassist-1007	33	26	u.s	u.s	PROPN
iassist-1007	33	27	.	.	PROPN
iassist-1007	33	28	population	population	NOUN
iassist-1007	33	29	)	)	PUNCT
iassist-1007	33	30	for	for	ADP
iassist-1007	33	31	police	police	NOUN
iassist-1007	33	32	and	and	CCONJ
iassist-1007	33	33	government	government	NOUN
iassist-1007	33	34	surveillance	surveillance	NOUN
iassist-1007	33	35	,	,	PUNCT
iassist-1007	33	36	leading	lead	VERB
iassist-1007	33	37	to	to	ADP
iassist-1007	33	38	the	the	DET
iassist-1007	33	39	false	false	ADJ
iassist-1007	33	40	identification	identification	NOUN
iassist-1007	33	41	of	of	ADP
iassist-1007	33	42	innocent	innocent	ADJ
iassist-1007	33	43	suspects	suspect	NOUN
iassist-1007	33	44	(	(	PUNCT
iassist-1007	33	45	garvie	garvie	NOUN
iassist-1007	33	46	,	,	PUNCT
iassist-1007	33	47	bedoya	bedoya	ADJ
iassist-1007	33	48	and	and	CCONJ
iassist-1007	33	49	frankle	frankle	ADJ
iassist-1007	33	50	,	,	PUNCT
iassist-1007	33	51	2019	2019	NUM
iassist-1007	33	52	)	)	PUNCT
iassist-1007	33	53	.	.	PUNCT
iassist-1007	34	1	in	in	ADP
iassist-1007	34	2	addition	addition	NOUN
iassist-1007	34	3	to	to	ADP
iassist-1007	34	4	economic	economic	ADJ
iassist-1007	34	5	and	and	CCONJ
iassist-1007	34	6	data	datum	NOUN
iassist-1007	34	7	harms	harm	VERB
iassist-1007	34	8	justifications	justification	NOUN
iassist-1007	34	9	for	for	ADP
iassist-1007	34	10	increasing	increase	VERB
iassist-1007	34	11	the	the	DET
iassist-1007	34	12	diversity	diversity	NOUN
iassist-1007	34	13	of	of	ADP
iassist-1007	34	14	the	the	DET
iassist-1007	34	15	data	datum	NOUN
iassist-1007	34	16	workforce	workforce	PROPN
iassist-1007	34	17	,	,	PUNCT
iassist-1007	34	18	a	a	DET
iassist-1007	34	19	smaller	small	ADJ
iassist-1007	34	20	yet	yet	ADV
iassist-1007	34	21	growing	grow	VERB
iassist-1007	34	22	segment	segment	NOUN
iassist-1007	34	23	of	of	ADP
iassist-1007	34	24	the	the	DET
iassist-1007	34	25	academic	academic	ADJ
iassist-1007	34	26	literature	literature	NOUN
iassist-1007	34	27	explores	explore	VERB
iassist-1007	34	28	the	the	DET
iassist-1007	34	29	substantive	substantive	ADJ
iassist-1007	34	30	contributions	contribution	NOUN
iassist-1007	34	31	of	of	ADP
iassist-1007	34	32	minoritized	minoritized	ADJ
iassist-1007	34	33	groups	group	NOUN
iassist-1007	34	34	to	to	ADP
iassist-1007	34	35	the	the	DET
iassist-1007	34	36	u.s	u.s	PROPN
iassist-1007	34	37	.	.	PROPN
iassist-1007	34	38	workforce	workforce	PROPN
iassist-1007	34	39	.	.	PUNCT
iassist-1007	35	1	for	for	ADP
iassist-1007	35	2	example	example	NOUN
iassist-1007	35	3	,	,	PUNCT
iassist-1007	35	4	evidence	evidence	NOUN
iassist-1007	35	5	suggests	suggest	VERB
iassist-1007	35	6	that	that	SCONJ
iassist-1007	35	7	minoritized	minoritized	ADJ
iassist-1007	35	8	students	student	NOUN
iassist-1007	35	9	of	of	ADP
iassist-1007	35	10	color	color	NOUN
iassist-1007	35	11	(	(	PUNCT
iassist-1007	35	12	1	1	X
iassist-1007	35	13	)	)	PUNCT
iassist-1007	35	14	care	care	VERB
iassist-1007	35	15	more	more	ADJ
iassist-1007	35	16	about	about	ADP
iassist-1007	35	17	using	use	VERB
iassist-1007	35	18	their	their	PRON
iassist-1007	35	19	work	work	NOUN
iassist-1007	35	20	to	to	PART
iassist-1007	35	21	assist	assist	VERB
iassist-1007	35	22	others	other	NOUN
iassist-1007	35	23	(	(	PUNCT
iassist-1007	35	24	miller	miller	PROPN
iassist-1007	35	25	et	et	PROPN
iassist-1007	35	26	al	al	PROPN
iassist-1007	35	27	,	,	PUNCT
iassist-1007	35	28	2000	2000	NUM
iassist-1007	35	29	)	)	PUNCT
iassist-1007	35	30	,	,	PUNCT
iassist-1007	35	31	(	(	PUNCT
iassist-1007	35	32	2	2	X
iassist-1007	35	33	)	)	PUNCT
iassist-1007	35	34	are	be	AUX
iassist-1007	35	35	more	more	ADV
iassist-1007	35	36	likely	likely	ADJ
iassist-1007	35	37	to	to	PART
iassist-1007	35	38	endorse	endorse	VERB
iassist-1007	35	39	communal	communal	ADJ
iassist-1007	35	40	goals	goal	NOUN
iassist-1007	35	41	(	(	PUNCT
iassist-1007	35	42	seymour	seymour	ADJ
iassist-1007	35	43	and	and	CCONJ
iassist-1007	35	44	hewitt	hewitt	PROPN
iassist-1007	35	45	,	,	PUNCT
iassist-1007	35	46	1994	1994	NUM
iassist-1007	35	47	)	)	PUNCT
iassist-1007	35	48	,	,	PUNCT
iassist-1007	35	49	(	(	PUNCT
iassist-1007	35	50	3	3	X
iassist-1007	35	51	)	)	PUNCT
iassist-1007	35	52	emphasize	emphasize	VERB
iassist-1007	35	53	collectivist	collectivist	ADJ
iassist-1007	35	54	values	value	NOUN
iassist-1007	35	55	,	,	PUNCT
iassist-1007	35	56	(	(	PUNCT
iassist-1007	35	57	smith	smith	PROPN
iassist-1007	35	58	et	et	PROPN
iassist-1007	35	59	al	al	PROPN
iassist-1007	35	60	,	,	PUNCT
iassist-1007	35	61	2014	2014	NUM
iassist-1007	35	62	)	)	PUNCT
iassist-1007	35	63	and	and	CCONJ
iassist-1007	35	64	(	(	PUNCT
iassist-1007	35	65	4	4	X
iassist-1007	35	66	)	)	PUNCT
iassist-1007	35	67	address	address	NOUN
iassist-1007	35	68	issues	issue	NOUN
iassist-1007	35	69	of	of	ADP
iassist-1007	35	70	social	social	ADJ
iassist-1007	35	71	justice	justice	NOUN
iassist-1007	35	72	(	(	PUNCT
iassist-1007	35	73	allen	allen	PROPN
iassist-1007	35	74	et	et	PROPN
iassist-1007	35	75	al	al	PROPN
iassist-1007	35	76	,	,	PUNCT
iassist-1007	35	77	2015	2015	NUM
iassist-1007	35	78	)	)	PUNCT
iassist-1007	35	79	.	.	PUNCT
iassist-1007	36	1	the	the	DET
iassist-1007	36	2	equity	equity	NOUN
iassist-1007	36	3	ethic	ethic	ADJ
iassist-1007	36	4	framework	framework	NOUN
iassist-1007	36	5	,	,	PUNCT
iassist-1007	36	6	defined	define	VERB
iassist-1007	36	7	as	as	ADP
iassist-1007	36	8	a	a	DET
iassist-1007	36	9	“	"	PUNCT
iassist-1007	36	10	principled	principled	ADJ
iassist-1007	36	11	concern	concern	NOUN
iassist-1007	36	12	for	for	ADP
iassist-1007	36	13	social	social	ADJ
iassist-1007	36	14	justice	justice	NOUN
iassist-1007	36	15	and	and	CCONJ
iassist-1007	36	16	for	for	ADP
iassist-1007	36	17	the	the	DET
iassist-1007	36	18	well	well	ADV
iassist-1007	36	19	-	-	PUNCT
iassist-1007	36	20	being	being	NOUN
iassist-1007	36	21	of	of	ADP
iassist-1007	36	22	people	people	NOUN
iassist-1007	36	23	who	who	PRON
iassist-1007	36	24	are	be	AUX
iassist-1007	36	25	suffering	suffer	VERB
iassist-1007	36	26	from	from	ADP
iassist-1007	36	27	various	various	ADJ
iassist-1007	36	28	inequities	inequity	NOUN
iassist-1007	36	29	,	,	PUNCT
iassist-1007	36	30	”	"	PUNCT
iassist-1007	36	31	(	(	PUNCT
iassist-1007	36	32	mcgee	mcgee	PROPN
iassist-1007	36	33	and	and	CCONJ
iassist-1007	36	34	bentley	bentley	PROPN
iassist-1007	36	35	,	,	PUNCT
iassist-1007	36	36	2017	2017	NUM
iassist-1007	36	37	)	)	PUNCT
iassist-1007	36	38	places	place	VERB
iassist-1007	36	39	these	these	DET
iassist-1007	36	40	motivating	motivate	VERB
iassist-1007	36	41	forces	force	NOUN
iassist-1007	36	42	at	at	ADP
iassist-1007	36	43	the	the	DET
iassist-1007	36	44	center	center	NOUN
iassist-1007	36	45	of	of	ADP
iassist-1007	36	46	the	the	DET
iassist-1007	36	47	underrepresented	underrepresented	ADJ
iassist-1007	36	48	minoritized	minoritized	ADJ
iassist-1007	36	49	stem	stem	NOUN
iassist-1007	36	50	student	student	NOUN
iassist-1007	36	51	experience	experience	NOUN
iassist-1007	36	52	.	.	PUNCT
iassist-1007	37	1	specifically	specifically	ADV
iassist-1007	37	2	,	,	PUNCT
iassist-1007	37	3	an	an	DET
iassist-1007	37	4	equity	equity	NOUN
iassist-1007	37	5	ethic	ethic	NOUN
iassist-1007	37	6	is	be	AUX
iassist-1007	37	7	understood	understand	VERB
iassist-1007	37	8	as	as	ADP
iassist-1007	37	9	a	a	DET
iassist-1007	37	10	psychological	psychological	ADJ
iassist-1007	37	11	attribute	attribute	NOUN
iassist-1007	37	12	that	that	PRON
iassist-1007	37	13	is	be	AUX
iassist-1007	37	14	characterized	characterize	VERB
iassist-1007	37	15	by	by	ADP
iassist-1007	37	16	the	the	DET
iassist-1007	37	17	degree	degree	NOUN
iassist-1007	37	18	to	to	PART
iassist-1007	37	19	which	which	PRON
iassist-1007	37	20	an	an	DET
iassist-1007	37	21	individual	individual	NOUN
iassist-1007	37	22	’s	’s	PART
iassist-1007	37	23	social	social	PROPN
iassist-1007	37	24	justice	justice	NOUN
iassist-1007	37	25	concerns	concern	NOUN
iassist-1007	37	26	are	be	AUX
iassist-1007	37	27	developed	develop	VERB
iassist-1007	37	28	and	and	CCONJ
iassist-1007	37	29	ultimately	ultimately	ADV
iassist-1007	37	30	acted	act	VERB
iassist-1007	37	31	upon	upon	SCONJ
iassist-1007	37	32	(	(	PUNCT
iassist-1007	37	33	naphan‐kingery	naphan‐kingery	NOUN
iassist-1007	37	34	et	et	PROPN
iassist-1007	37	35	al	al	PROPN
iassist-1007	37	36	,	,	PUNCT
iassist-1007	37	37	2019	2019	NUM
iassist-1007	37	38	)	)	PUNCT
iassist-1007	37	39	.	.	PUNCT
iassist-1007	38	1	this	this	DET
iassist-1007	38	2	line	line	NOUN
iassist-1007	38	3	of	of	ADP
iassist-1007	38	4	research	research	NOUN
iassist-1007	38	5	centers	center	NOUN
iassist-1007	38	6	on	on	ADP
iassist-1007	38	7	actions	action	NOUN
iassist-1007	38	8	stemming	stem	VERB
iassist-1007	38	9	from	from	ADP
iassist-1007	38	10	a	a	DET
iassist-1007	38	11	social	social	ADJ
iassist-1007	38	12	justice	justice	NOUN
iassist-1007	38	13	orientation	orientation	NOUN
iassist-1007	38	14	,	,	PUNCT
iassist-1007	38	15	which	which	PRON
iassist-1007	38	16	entails	entail	VERB
iassist-1007	38	17	helping	help	VERB
iassist-1007	38	18	others	other	NOUN
iassist-1007	38	19	for	for	ADP
iassist-1007	38	20	the	the	DET
iassist-1007	38	21	purpose	purpose	NOUN
iassist-1007	38	22	of	of	ADP
iassist-1007	38	23	reducing	reduce	VERB
iassist-1007	38	24	social	social	ADJ
iassist-1007	38	25	inequalities	inequality	NOUN
iassist-1007	38	26	.	.	PUNCT
iassist-1007	39	1	findings	finding	NOUN
iassist-1007	39	2	suggest	suggest	VERB
iassist-1007	39	3	that	that	SCONJ
iassist-1007	39	4	students	student	NOUN
iassist-1007	39	5	from	from	ADP
iassist-1007	39	6	historically	historically	ADV
iassist-1007	39	7	marginalized	marginalize	VERB
iassist-1007	39	8	backgrounds	background	NOUN
iassist-1007	39	9	in	in	ADP
iassist-1007	39	10	engineering	engineering	NOUN
iassist-1007	39	11	and	and	CCONJ
iassist-1007	39	12	computer	computer	NOUN
iassist-1007	39	13	science	science	NOUN
iassist-1007	39	14	are	be	AUX
iassist-1007	39	15	“	"	PUNCT
iassist-1007	39	16	likely	likely	ADJ
iassist-1007	39	17	to	to	PART
iassist-1007	39	18	develop	develop	VERB
iassist-1007	39	19	an	an	DET
iassist-1007	39	20	equity	equity	NOUN
iassist-1007	39	21	ethic	ethic	ADJ
iassist-1007	39	22	because	because	SCONJ
iassist-1007	39	23	they	they	PRON
iassist-1007	39	24	are	be	AUX
iassist-1007	39	25	likely	likely	ADJ
iassist-1007	39	26	to	to	PART
iassist-1007	39	27	experience	experience	VERB
iassist-1007	39	28	oppression	oppression	NOUN
iassist-1007	39	29	and	and	CCONJ
iassist-1007	39	30	discrimination	discrimination	NOUN
iassist-1007	39	31	and	and	CCONJ
iassist-1007	39	32	to	to	PART
iassist-1007	39	33	recognize	recognize	VERB
iassist-1007	39	34	inequity	inequity	NOUN
iassist-1007	39	35	and	and	CCONJ
iassist-1007	39	36	social	social	ADJ
iassist-1007	39	37	suffering	suffering	NOUN
iassist-1007	39	38	in	in	ADP
iassist-1007	39	39	similarly	similarly	ADV
iassist-1007	39	40	situated	situated	ADJ
iassist-1007	39	41	groups	group	NOUN
iassist-1007	39	42	”	"	PUNCT
iassist-1007	39	43	(	(	PUNCT
iassist-1007	39	44	ibid	ibid	NOUN
iassist-1007	39	45	.	.	PUNCT
iassist-1007	39	46	,	,	PUNCT
iassist-1007	39	47	p.	p.	NOUN
iassist-1007	39	48	3	3	NUM
iassist-1007	39	49	)	)	PUNCT
iassist-1007	39	50	.	.	PUNCT
iassist-1007	40	1	in	in	ADP
iassist-1007	40	2	data	data	NOUN
iassist-1007	40	3	work	work	NOUN
iassist-1007	40	4	,	,	PUNCT
iassist-1007	40	5	an	an	DET
iassist-1007	40	6	equity	equity	NOUN
iassist-1007	40	7	ethic	ethic	ADJ
iassist-1007	40	8	would	would	AUX
iassist-1007	40	9	express	express	VERB
iassist-1007	40	10	itself	itself	PRON
iassist-1007	40	11	in	in	ADP
iassist-1007	40	12	the	the	DET
iassist-1007	40	13	form	form	NOUN
iassist-1007	40	14	of	of	ADP
iassist-1007	40	15	proactively	proactively	ADV
iassist-1007	40	16	using	use	VERB
iassist-1007	40	17	statistics	statistic	NOUN
iassist-1007	40	18	and	and	CCONJ
iassist-1007	40	19	machine	machine	NOUN
iassist-1007	40	20	learning	learn	VERB
iassist-1007	40	21	to	to	PART
iassist-1007	40	22	address	address	VERB
iassist-1007	40	23	social	social	ADJ
iassist-1007	40	24	problems	problem	NOUN
iassist-1007	40	25	(	(	PUNCT
iassist-1007	40	26	i.e.	i.e.	X
iassist-1007	40	27	,	,	PUNCT
iassist-1007	40	28	human	human	ADJ
iassist-1007	40	29	trafficking	trafficking	NOUN
iassist-1007	40	30	,	,	PUNCT
iassist-1007	40	31	algorithmic	algorithmic	ADJ
iassist-1007	40	32	bias	bias	NOUN
iassist-1007	40	33	,	,	PUNCT
iassist-1007	40	34	etc	etc	X
iassist-1007	40	35	.	.	X
iassist-1007	40	36	)	)	PUNCT
iassist-1007	40	37	that	that	PRON
iassist-1007	40	38	disproportionately	disproportionately	ADV
iassist-1007	40	39	affect	affect	VERB
iassist-1007	40	40	marginalized	marginalize	VERB
iassist-1007	40	41	communities	community	NOUN
iassist-1007	40	42	.	.	PUNCT
iassist-1007	41	1	the	the	DET
iassist-1007	41	2	author	author	NOUN
iassist-1007	41	3	refers	refer	VERB
iassist-1007	41	4	to	to	ADP
iassist-1007	41	5	these	these	DET
iassist-1007	41	6	data	datum	NOUN
iassist-1007	41	7	scientists	scientist	NOUN
iassist-1007	41	8	with	with	ADP
iassist-1007	41	9	an	an	DET
iassist-1007	41	10	equity	equity	NOUN
iassist-1007	41	11	ethic	ethic	ADJ
iassist-1007	41	12	orientation	orientation	NOUN
iassist-1007	41	13	as	as	ADP
iassist-1007	41	14	emancipatory	emancipatory	ADJ
iassist-1007	41	15	(	(	PUNCT
iassist-1007	41	16	monroewhite	monroewhite	NOUN
iassist-1007	41	17	,	,	PUNCT
iassist-1007	41	18	2021	2021	NUM
iassist-1007	41	19	)	)	PUNCT
iassist-1007	41	20	.	.	PUNCT
iassist-1007	42	1	emancipatory	emancipatory	ADJ
iassist-1007	42	2	data	datum	NOUN
iassist-1007	42	3	science	science	NOUN
iassist-1007	42	4	is	be	AUX
iassist-1007	42	5	defined	define	VERB
iassist-1007	42	6	as	as	ADP
iassist-1007	42	7	data	datum	NOUN
iassist-1007	42	8	work	work	NOUN
iassist-1007	42	9	that	that	PRON
iassist-1007	42	10	frees	free	VERB
iassist-1007	42	11	members	member	NOUN
iassist-1007	42	12	of	of	ADP
iassist-1007	42	13	marginalized	marginalize	VERB
iassist-1007	42	14	communities	community	NOUN
iassist-1007	42	15	from	from	ADP
iassist-1007	42	16	being	be	AUX
iassist-1007	42	17	the	the	DET
iassist-1007	42	18	‘	'	PUNCT
iassist-1007	42	19	object	object	NOUN
iassist-1007	42	20	’	'	PUNCT
iassist-1007	42	21	to	to	ADP
iassist-1007	42	22	the	the	DET
iassist-1007	42	23	‘	'	PUNCT
iassist-1007	42	24	subject	subject	NOUN
iassist-1007	42	25	’	'	PUNCT
iassist-1007	42	26	of	of	ADP
iassist-1007	42	27	data	datum	NOUN
iassist-1007	42	28	science	science	NOUN
iassist-1007	42	29	framings	framing	NOUN
iassist-1007	42	30	and	and	CCONJ
iassist-1007	42	31	where	where	SCONJ
iassist-1007	42	32	decisions	decision	NOUN
iassist-1007	42	33	regarding	regard	VERB
iassist-1007	42	34	why	why	SCONJ
iassist-1007	42	35	,	,	PUNCT
iassist-1007	42	36	how	how	SCONJ
iassist-1007	42	37	,	,	PUNCT
iassist-1007	42	38	what	what	PRON
iassist-1007	42	39	,	,	PUNCT
iassist-1007	42	40	when	when	SCONJ
iassist-1007	42	41	,	,	PUNCT
iassist-1007	42	42	and	and	CCONJ
iassist-1007	42	43	where	where	SCONJ
iassist-1007	42	44	data	datum	NOUN
iassist-1007	42	45	are	be	AUX
iassist-1007	42	46	collected	collect	VERB
iassist-1007	42	47	,	,	PUNCT
iassist-1007	42	48	managed	manage	VERB
iassist-1007	42	49	,	,	PUNCT
iassist-1007	42	50	analyzed	analyze	VERB
iassist-1007	42	51	,	,	PUNCT
iassist-1007	42	52	interpreted	interpret	VERB
iassist-1007	42	53	and	and	CCONJ
iassist-1007	42	54	communicated	communicate	VERB
iassist-1007	42	55	are	be	AUX
iassist-1007	42	56	maintained	maintain	VERB
iassist-1007	42	57	by	by	ADP
iassist-1007	42	58	and	and	CCONJ
iassist-1007	42	59	for	for	ADP
iassist-1007	42	60	members	member	NOUN
iassist-1007	42	61	of	of	ADP
iassist-1007	42	62	minoritized	minoritized	ADJ
iassist-1007	42	63	,	,	PUNCT
iassist-1007	42	64	marginalized	marginalize	VERB
iassist-1007	42	65	and	and	CCONJ
iassist-1007	42	66	vulnerable	vulnerable	ADJ
iassist-1007	42	67	communities	community	NOUN
iassist-1007	42	68	(	(	PUNCT
iassist-1007	42	69	monroe	monroe	PROPN
iassist-1007	42	70	-	-	PUNCT
iassist-1007	42	71	white	white	PROPN
iassist-1007	42	72	,	,	PUNCT
iassist-1007	42	73	2021	2021	NUM
iassist-1007	42	74	)	)	PUNCT
iassist-1007	42	75	.	.	PUNCT
iassist-1007	43	1	emancipatory	emancipatory	ADJ
iassist-1007	43	2	data	datum	NOUN
iassist-1007	43	3	science	science	NOUN
iassist-1007	43	4	matters	matter	NOUN
iassist-1007	43	5	,	,	PUNCT
iassist-1007	43	6	because	because	SCONJ
iassist-1007	43	7	for	for	ADP
iassist-1007	43	8	members	member	NOUN
iassist-1007	43	9	of	of	ADP
iassist-1007	43	10	marginalized	marginalize	VERB
iassist-1007	43	11	,	,	PUNCT
iassist-1007	43	12	minoritized	minoritized	ADJ
iassist-1007	43	13	,	,	PUNCT
iassist-1007	43	14	and	and	CCONJ
iassist-1007	43	15	vulnerable	vulnerable	ADJ
iassist-1007	43	16	communities	community	NOUN
iassist-1007	43	17	,	,	PUNCT
iassist-1007	43	18	who	who	PRON
iassist-1007	43	19	provides	provide	VERB
iassist-1007	43	20	the	the	DET
iassist-1007	43	21	service	service	NOUN
iassist-1007	43	22	(	(	PUNCT
iassist-1007	43	23	e.g.	e.g.	ADV
iassist-1007	43	24	,	,	PUNCT
iassist-1007	43	25	medicine	medicine	NOUN
iassist-1007	43	26	,	,	PUNCT
iassist-1007	43	27	education	education	NOUN
iassist-1007	43	28	,	,	PUNCT
iassist-1007	43	29	finance	finance	NOUN
iassist-1007	43	30	,	,	PUNCT
iassist-1007	43	31	housing	housing	NOUN
iassist-1007	43	32	,	,	PUNCT
iassist-1007	43	33	etc	etc	X
iassist-1007	43	34	.	.	X
iassist-1007	43	35	)	)	PUNCT
iassist-1007	43	36	affects	affect	VERB
iassist-1007	43	37	how	how	SCONJ
iassist-1007	43	38	the	the	DET
iassist-1007	43	39	service	service	NOUN
iassist-1007	43	40	is	be	AUX
iassist-1007	43	41	delivered	deliver	VERB
iassist-1007	43	42	(	(	PUNCT
iassist-1007	43	43	gershenson	gershenson	NOUN
iassist-1007	43	44	et	et	PROPN
iassist-1007	43	45	al	al	PROPN
iassist-1007	43	46	,	,	PUNCT
iassist-1007	43	47	2018	2018	NUM
iassist-1007	43	48	;	;	PUNCT
iassist-1007	44	1	alsan	alsan	NUM
iassist-1007	44	2	,	,	PUNCT
iassist-1007	44	3	garrick	garrick	PROPN
iassist-1007	44	4	and	and	CCONJ
iassist-1007	44	5	graziani	graziani	PROPN
iassist-1007	44	6	,	,	PUNCT
iassist-1007	44	7	2019	2019	NUM
iassist-1007	44	8	;	;	PUNCT
iassist-1007	44	9	steenbarger	steenbarger	X
iassist-1007	44	10	,	,	PUNCT
iassist-1007	44	11	2020	2020	NUM
iassist-1007	44	12	)	)	PUNCT
iassist-1007	44	13	.	.	PUNCT
iassist-1007	45	1	the	the	DET
iassist-1007	45	2	resulting	result	VERB
iassist-1007	45	3	impact	impact	NOUN
iassist-1007	45	4	is	be	AUX
iassist-1007	45	5	that	that	SCONJ
iassist-1007	45	6	having	have	VERB
iassist-1007	45	7	same	same	ADJ
iassist-1007	45	8	race	race	NOUN
iassist-1007	45	9	doctors	doctor	NOUN
iassist-1007	45	10	and	and	CCONJ
iassist-1007	45	11	teachers	teacher	NOUN
iassist-1007	45	12	lead	lead	VERB
iassist-1007	45	13	to	to	ADP
iassist-1007	45	14	greater	great	ADJ
iassist-1007	45	15	standards	standard	NOUN
iassist-1007	45	16	of	of	ADP
iassist-1007	45	17	care	care	NOUN
iassist-1007	45	18	and	and	CCONJ
iassist-1007	45	19	improved	improve	VERB
iassist-1007	45	20	educational	educational	ADJ
iassist-1007	45	21	outcomes	outcome	NOUN
iassist-1007	45	22	for	for	ADP
iassist-1007	45	23	members	member	NOUN
iassist-1007	45	24	of	of	ADP
iassist-1007	45	25	these	these	DET
iassist-1007	45	26	groups	group	NOUN
iassist-1007	45	27	.	.	PUNCT
iassist-1007	46	1	knowing	know	VERB
iassist-1007	46	2	this	this	PRON
iassist-1007	46	3	;	;	PUNCT
iassist-1007	46	4	however	however	ADV
iassist-1007	46	5	,	,	PUNCT
iassist-1007	46	6	requires	require	VERB
iassist-1007	46	7	a	a	DET
iassist-1007	46	8	reflexive	reflexive	ADJ
iassist-1007	46	9	perspective	perspective	NOUN
iassist-1007	46	10	that	that	SCONJ
iassist-1007	46	11	until	until	SCONJ
iassist-1007	46	12	recently	recently	ADV
iassist-1007	46	13	was	be	AUX
iassist-1007	46	14	missing	miss	VERB
iassist-1007	46	15	from	from	ADP
iassist-1007	46	16	the	the	DET
iassist-1007	46	17	data	data	PROPN
iassist-1007	46	18	science	science	NOUN
iassist-1007	46	19	academic	academic	ADJ
iassist-1007	46	20	literature	literature	NOUN
iassist-1007	46	21	.	.	PUNCT
iassist-1007	47	1	as	as	ADP
iassist-1007	47	2	an	an	DET
iassist-1007	47	3	applied	apply	VERB
iassist-1007	47	4	social	social	ADJ
iassist-1007	47	5	science	science	NOUN
iassist-1007	47	6	,	,	PUNCT
iassist-1007	47	7	majoritarian	majoritarian	ADJ
iassist-1007	47	8	data	datum	NOUN
iassist-1007	47	9	science	science	NOUN
iassist-1007	47	10	(	(	PUNCT
iassist-1007	47	11	and	and	CCONJ
iassist-1007	47	12	data	datum	NOUN
iassist-1007	47	13	scientists	scientist	NOUN
iassist-1007	47	14	)	)	PUNCT
iassist-1007	47	15	tend	tend	VERB
iassist-1007	47	16	to	to	PART
iassist-1007	47	17	neglect	neglect	VERB
iassist-1007	47	18	the	the	DET
iassist-1007	47	19	study	study	NOUN
iassist-1007	47	20	of	of	ADP
iassist-1007	47	21	their	their	PRON
iassist-1007	47	22	own	own	ADJ
iassist-1007	47	23	social	social	ADJ
iassist-1007	47	24	conditions	condition	NOUN
iassist-1007	47	25	and	and	CCONJ
iassist-1007	47	26	normative	normative	ADJ
iassist-1007	47	27	behaviors	behavior	NOUN
iassist-1007	47	28	(	(	PUNCT
iassist-1007	47	29	merton	merton	PROPN
iassist-1007	47	30	,	,	PUNCT
iassist-1007	47	31	1949	1949	NUM
iassist-1007	47	32	)	)	PUNCT
iassist-1007	47	33	in	in	ADP
iassist-1007	47	34	favor	favor	NOUN
iassist-1007	47	35	of	of	ADP
iassist-1007	47	36	examining	examine	VERB
iassist-1007	47	37	the	the	DET
iassist-1007	47	38	data	datum	NOUN
iassist-1007	47	39	of	of	ADP
iassist-1007	47	40	others	other	NOUN
iassist-1007	47	41	.	.	PUNCT
iassist-1007	48	1	however	however	ADV
iassist-1007	48	2	,	,	PUNCT
iassist-1007	48	3	as	as	SCONJ
iassist-1007	48	4	more	more	ADJ
iassist-1007	48	5	institutions	institution	NOUN
iassist-1007	48	6	develop	develop	VERB
iassist-1007	48	7	data	datum	NOUN
iassist-1007	48	8	science	science	NOUN
iassist-1007	48	9	programs	program	NOUN
iassist-1007	48	10	to	to	PART
iassist-1007	48	11	meet	meet	VERB
iassist-1007	48	12	growing	grow	VERB
iassist-1007	48	13	student	student	NOUN
iassist-1007	48	14	and	and	CCONJ
iassist-1007	48	15	industry	industry	NOUN
iassist-1007	48	16	demand	demand	NOUN
iassist-1007	48	17	,	,	PUNCT
iassist-1007	48	18	the	the	DET
iassist-1007	48	19	opportunity	opportunity	NOUN
iassist-1007	48	20	to	to	PART
iassist-1007	48	21	address	address	VERB
iassist-1007	48	22	inequities	inequity	NOUN
iassist-1007	48	23	earlier	early	ADV
iassist-1007	48	24	as	as	SCONJ
iassist-1007	48	25	informed	inform	VERB
iassist-1007	48	26	by	by	ADP
iassist-1007	48	27	empirical	empirical	ADJ
iassist-1007	48	28	evidence	evidence	NOUN
iassist-1007	48	29	becomes	become	VERB
iassist-1007	48	30	even	even	ADV
iassist-1007	48	31	more	more	ADV
iassist-1007	48	32	pressing	pressing	ADJ
iassist-1007	48	33	(	(	PUNCT
iassist-1007	48	34	kelly	kelly	PROPN
iassist-1007	48	35	,	,	PUNCT
iassist-1007	48	36	2005	2005	NUM
iassist-1007	48	37	)	)	PUNCT
iassist-1007	48	38	.	.	PUNCT
iassist-1007	49	1	furthermore	furthermore	ADV
iassist-1007	49	2	,	,	PUNCT
iassist-1007	49	3	unless	unless	SCONJ
iassist-1007	49	4	intentionally	intentionally	ADV
iassist-1007	49	5	and	and	CCONJ
iassist-1007	49	6	actively	actively	ADV
iassist-1007	49	7	corrected	correct	VERB
iassist-1007	49	8	,	,	PUNCT
iassist-1007	49	9	these	these	DET
iassist-1007	49	10	data	data	NOUN
iassist-1007	49	11	science	science	NOUN
iassist-1007	49	12	programs	program	NOUN
iassist-1007	49	13	will	will	AUX
iassist-1007	49	14	continue	continue	VERB
iassist-1007	49	15	to	to	PART
iassist-1007	49	16	reinforce	reinforce	VERB
iassist-1007	49	17	systemic	systemic	ADJ
iassist-1007	49	18	and	and	CCONJ
iassist-1007	49	19	structural	structural	ADJ
iassist-1007	49	20	biases	bias	NOUN
iassist-1007	49	21	that	that	PRON
iassist-1007	49	22	have	have	VERB
iassist-1007	49	23	disproportionately	disproportionately	ADV
iassist-1007	49	24	marginalized	marginalize	VERB
iassist-1007	49	25	students	student	NOUN
iassist-1007	49	26	from	from	ADP
iassist-1007	49	27	these	these	DET
iassist-1007	49	28	fields	field	NOUN
iassist-1007	49	29	(	(	PUNCT
iassist-1007	49	30	monroewhite	monroewhite	NOUN
iassist-1007	49	31	,	,	PUNCT
iassist-1007	49	32	marshall	marshall	PROPN
iassist-1007	49	33	and	and	CCONJ
iassist-1007	49	34	contreras	contrera	NOUN
iassist-1007	49	35	-	-	PUNCT
iassist-1007	49	36	palacios	palacio	NOUN
iassist-1007	49	37	,	,	PUNCT
iassist-1007	49	38	2021	2021	NUM
iassist-1007	49	39	;	;	PUNCT
iassist-1007	49	40	2022	2022	NUM
iassist-1007	49	41	)	)	PUNCT
iassist-1007	49	42	.	.	PUNCT
iassist-1007	50	1	by	by	ADP
iassist-1007	50	2	leveraging	leverage	VERB
iassist-1007	50	3	lessons	lesson	NOUN
iassist-1007	50	4	from	from	ADP
iassist-1007	50	5	culturally	culturally	ADV
iassist-1007	50	6	-	-	PUNCT
iassist-1007	50	7	relevant	relevant	ADJ
iassist-1007	50	8	pedagogy	pedagogy	NOUN
iassist-1007	50	9	,	,	PUNCT
iassist-1007	50	10	data	datum	NOUN
iassist-1007	50	11	curators	curator	NOUN
iassist-1007	50	12	(	(	PUNCT
iassist-1007	50	13	i.e.	i.e.	X
iassist-1007	50	14	,	,	PUNCT
iassist-1007	50	15	those	those	PRON
iassist-1007	50	16	responsible	responsible	ADJ
iassist-1007	50	17	for	for	ADP
iassist-1007	50	18	creating	create	VERB
iassist-1007	50	19	,	,	PUNCT
iassist-1007	50	20	organizing	organize	VERB
iassist-1007	50	21	and	and	CCONJ
iassist-1007	50	22	maintaining	maintain	VERB
iassist-1007	50	23	data	data	NOUN
iassist-1007	50	24	sets	set	NOUN
iassist-1007	50	25	)	)	PUNCT
iassist-1007	50	26	and	and	CCONJ
iassist-1007	50	27	data	datum	NOUN
iassist-1007	50	28	science	science	NOUN
iassist-1007	50	29	instructors	instructor	NOUN
iassist-1007	50	30	can	can	AUX
iassist-1007	50	31	identify	identify	VERB
iassist-1007	50	32	and	and	CCONJ
iassist-1007	50	33	provide	provide	VERB
iassist-1007	50	34	increased	increase	VERB
iassist-1007	50	35	access	access	NOUN
iassist-1007	50	36	to	to	ADP
iassist-1007	50	37	1	1	NUM
iassist-1007	50	38	)	)	PUNCT
iassist-1007	50	39	datasets	dataset	NOUN
iassist-1007	50	40	established	establish	VERB
iassist-1007	50	41	about	about	ADP
iassist-1007	50	42	black	black	ADJ
iassist-1007	50	43	and	and	CCONJ
iassist-1007	50	44	indigenous	indigenous	ADJ
iassist-1007	50	45	peoples	people	NOUN
iassist-1007	50	46	and	and	CCONJ
iassist-1007	50	47	2	2	NUM
iassist-1007	50	48	)	)	PUNCT
iassist-1007	50	49	tools	tool	NOUN
iassist-1007	50	50	that	that	PRON
iassist-1007	50	51	facilitate	facilitate	VERB
iassist-1007	50	52	minoritized	minoritized	ADJ
iassist-1007	50	53	student	student	NOUN
iassist-1007	50	54	adoption	adoption	NOUN
iassist-1007	50	55	and	and	CCONJ
iassist-1007	50	56	interaction	interaction	NOUN
iassist-1007	50	57	.	.	PUNCT
iassist-1007	51	1	ultimately	ultimately	ADV
iassist-1007	51	2	,	,	PUNCT
iassist-1007	51	3	the	the	DET
iassist-1007	51	4	aim	aim	NOUN
iassist-1007	51	5	of	of	ADP
iassist-1007	51	6	these	these	DET
iassist-1007	51	7	efforts	effort	NOUN
iassist-1007	51	8	would	would	AUX
iassist-1007	51	9	be	be	AUX
iassist-1007	51	10	to	to	PART
iassist-1007	51	11	make	make	VERB
iassist-1007	51	12	data	datum	NOUN
iassist-1007	51	13	science	science	NOUN
iassist-1007	51	14	more	more	ADV
iassist-1007	51	15	inclusive	inclusive	ADJ
iassist-1007	51	16	and	and	CCONJ
iassist-1007	51	17	affirming	affirm	VERB
iassist-1007	51	18	for	for	ADP
iassist-1007	51	19	non	non	ADJ
iassist-1007	51	20	-	-	ADJ
iassist-1007	51	21	stem	stem	ADJ
iassist-1007	51	22	(	(	PUNCT
iassist-1007	51	23	i.e.	i.e.	X
iassist-1007	51	24	,	,	PUNCT
iassist-1007	51	25	business	business	NOUN
iassist-1007	51	26	,	,	PUNCT
iassist-1007	51	27	humanities	humanity	NOUN
iassist-1007	51	28	,	,	PUNCT
iassist-1007	51	29	education	education	NOUN
iassist-1007	51	30	etc	etc	X
iassist-1007	51	31	.	.	PUNCT
iassist-1007	51	32	)	)	PUNCT
iassist-1007	52	1	members	member	NOUN
iassist-1007	52	2	of	of	ADP
iassist-1007	52	3	black	black	ADJ
iassist-1007	52	4	and	and	CCONJ
iassist-1007	52	5	indigenous	indigenous	ADJ
iassist-1007	52	6	communities	community	NOUN
iassist-1007	52	7	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	X
iassist-1007	52	8	4/8	4/8	NUM
iassist-1007	52	9	monroe	monroe	PROPN
iassist-1007	52	10	-	-	PUNCT
iassist-1007	52	11	white	white	ADJ
iassist-1007	52	12	,	,	PUNCT
iassist-1007	52	13	thema	thema	X
iassist-1007	52	14	(	(	PUNCT
iassist-1007	52	15	2022	2022	NUM
iassist-1007	52	16	)	)	PUNCT
iassist-1007	52	17	emancipating	emancipate	VERB
iassist-1007	52	18	data	datum	NOUN
iassist-1007	52	19	science	science	NOUN
iassist-1007	52	20	for	for	ADP
iassist-1007	52	21	black	black	ADJ
iassist-1007	52	22	and	and	CCONJ
iassist-1007	52	23	indigenous	indigenous	ADJ
iassist-1007	52	24	students	student	NOUN
iassist-1007	52	25	via	via	ADP
iassist-1007	52	26	liberatory	liberatory	ADJ
iassist-1007	52	27	datasets	dataset	NOUN
iassist-1007	52	28	and	and	CCONJ
iassist-1007	52	29	curricula	curricula	NOUN
iassist-1007	52	30	,	,	PUNCT
iassist-1007	52	31	iassist	iassist	VERB
iassist-1007	52	32	quarterly	quarterly	ADJ
iassist-1007	52	33	46(4	46(4	NOUN
iassist-1007	52	34	)	)	PUNCT
iassist-1007	52	35	,	,	PUNCT
iassist-1007	52	36	pp	pp	PROPN
iassist-1007	52	37	.	.	PUNCT
iassist-1007	53	1	1	1	NUM
iassist-1007	53	2	-	-	SYM
iassist-1007	53	3	8	8	NUM
iassist-1007	53	4	.	.	PUNCT
iassist-1007	53	5	doi	doi	NOUN
iassist-1007	53	6	:	:	PUNCT
iassist-1007	53	7	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	X
iassist-1007	53	8	thereby	thereby	ADV
iassist-1007	53	9	increasing	increase	VERB
iassist-1007	53	10	capacity	capacity	NOUN
iassist-1007	53	11	within	within	ADP
iassist-1007	53	12	the	the	DET
iassist-1007	53	13	u.s	u.s	PROPN
iassist-1007	53	14	.	.	PROPN
iassist-1007	53	15	data	data	PROPN
iassist-1007	53	16	workforce	workforce	PROPN
iassist-1007	53	17	,	,	PUNCT
iassist-1007	53	18	and	and	CCONJ
iassist-1007	53	19	minimizing	minimize	VERB
iassist-1007	53	20	data	data	NOUN
iassist-1007	53	21	harms	harm	NOUN
iassist-1007	53	22	caused	cause	VERB
iassist-1007	53	23	by	by	ADP
iassist-1007	53	24	antiblack	antiblack	NOUN
iassist-1007	53	25	,	,	PUNCT
iassist-1007	53	26	anti	anti	ADJ
iassist-1007	53	27	-	-	ADJ
iassist-1007	53	28	indigenous	indigenous	ADJ
iassist-1007	53	29	datasets	dataset	NOUN
iassist-1007	53	30	and	and	CCONJ
iassist-1007	53	31	algorithmic	algorithmic	ADJ
iassist-1007	53	32	models	model	NOUN
iassist-1007	53	33	utilizing	utilize	VERB
iassist-1007	53	34	what	what	PRON
iassist-1007	53	35	zuberi	zuberi	PROPN
iassist-1007	53	36	and	and	CCONJ
iassist-1007	53	37	bonilla	bonilla	PROPN
iassist-1007	53	38	-	-	PUNCT
iassist-1007	53	39	silva	silva	NOUN
iassist-1007	53	40	term	term	NOUN
iassist-1007	53	41	“	"	PUNCT
iassist-1007	53	42	white	white	ADJ
iassist-1007	53	43	logic	logic	NOUN
iassist-1007	53	44	”	"	PUNCT
iassist-1007	53	45	(	(	PUNCT
iassist-1007	53	46	2008	2008	NUM
iassist-1007	53	47	)	)	PUNCT
iassist-1007	53	48	.	.	PUNCT
iassist-1007	54	1	that	that	PRON
iassist-1007	54	2	is	be	AUX
iassist-1007	54	3	,	,	PUNCT
iassist-1007	54	4	the	the	DET
iassist-1007	54	5	context	context	NOUN
iassist-1007	54	6	in	in	ADP
iassist-1007	54	7	which	which	PRON
iassist-1007	54	8	white	white	ADJ
iassist-1007	54	9	supremacy	supremacy	NOUN
iassist-1007	54	10	has	have	AUX
iassist-1007	54	11	defined	define	VERB
iassist-1007	54	12	the	the	DET
iassist-1007	54	13	techniques	technique	NOUN
iassist-1007	54	14	and	and	CCONJ
iassist-1007	54	15	processes	process	NOUN
iassist-1007	54	16	employed	employ	VERB
iassist-1007	54	17	to	to	PART
iassist-1007	54	18	analyze	analyze	VERB
iassist-1007	54	19	data	datum	NOUN
iassist-1007	54	20	as	as	ADV
iassist-1007	54	21	well	well	ADV
iassist-1007	54	22	as	as	ADP
iassist-1007	54	23	the	the	DET
iassist-1007	54	24	reasoning	reasoning	NOUN
iassist-1007	54	25	used	use	VERB
iassist-1007	54	26	by	by	ADP
iassist-1007	54	27	researchers	researcher	NOUN
iassist-1007	54	28	to	to	PART
iassist-1007	54	29	understand	understand	VERB
iassist-1007	54	30	society	society	NOUN
iassist-1007	54	31	.	.	PUNCT
iassist-1007	55	1	in	in	ADP
iassist-1007	55	2	the	the	DET
iassist-1007	55	3	world	world	NOUN
iassist-1007	55	4	of	of	ADP
iassist-1007	55	5	data	datum	NOUN
iassist-1007	55	6	science	science	NOUN
iassist-1007	55	7	,	,	PUNCT
iassist-1007	55	8	this	this	PRON
iassist-1007	55	9	requires	require	VERB
iassist-1007	55	10	a	a	DET
iassist-1007	55	11	critical	critical	ADJ
iassist-1007	55	12	reassessment	reassessment	NOUN
iassist-1007	55	13	of	of	ADP
iassist-1007	55	14	the	the	DET
iassist-1007	55	15	logic	logic	NOUN
iassist-1007	55	16	behind	behind	ADP
iassist-1007	55	17	and	and	CCONJ
iassist-1007	55	18	implications	implication	NOUN
iassist-1007	55	19	of	of	ADP
iassist-1007	55	20	data	datum	NOUN
iassist-1007	55	21	science	science	NOUN
iassist-1007	55	22	processes	process	NOUN
iassist-1007	55	23	.	.	PUNCT
iassist-1007	56	1	liberatory	liberatory	ADJ
iassist-1007	56	2	data	datum	NOUN
iassist-1007	56	3	science	science	NOUN
iassist-1007	56	4	pedagogical	pedagogical	ADJ
iassist-1007	56	5	framework	framework	NOUN
iassist-1007	56	6	there	there	PRON
iassist-1007	56	7	is	be	VERB
iassist-1007	56	8	an	an	DET
iassist-1007	56	9	increasing	increase	VERB
iassist-1007	56	10	need	need	NOUN
iassist-1007	56	11	for	for	ADP
iassist-1007	56	12	racially	racially	ADV
iassist-1007	56	13	relevant	relevant	ADJ
iassist-1007	56	14	and	and	CCONJ
iassist-1007	56	15	responsive	responsive	ADJ
iassist-1007	56	16	teaching	teaching	NOUN
iassist-1007	56	17	in	in	ADP
iassist-1007	56	18	university	university	NOUN
iassist-1007	56	19	settings	setting	NOUN
iassist-1007	56	20	.	.	PUNCT
iassist-1007	57	1	the	the	DET
iassist-1007	57	2	ladson	ladson	PROPN
iassist-1007	57	3	-	-	PUNCT
iassist-1007	57	4	billings	billing	NOUN
iassist-1007	57	5	model	model	NOUN
iassist-1007	57	6	of	of	ADP
iassist-1007	57	7	culturally	culturally	ADV
iassist-1007	57	8	relevant	relevant	ADJ
iassist-1007	57	9	pedagogy	pedagogy	NOUN
iassist-1007	57	10	has	have	AUX
iassist-1007	57	11	been	be	AUX
iassist-1007	57	12	applied	apply	VERB
iassist-1007	57	13	to	to	PART
iassist-1007	57	14	stem	stem	VERB
iassist-1007	57	15	courses	course	NOUN
iassist-1007	57	16	to	to	PART
iassist-1007	57	17	promote	promote	VERB
iassist-1007	57	18	a	a	DET
iassist-1007	57	19	more	more	ADV
iassist-1007	57	20	inclusive	inclusive	ADJ
iassist-1007	57	21	culture	culture	NOUN
iassist-1007	57	22	for	for	ADP
iassist-1007	57	23	minoritized	minoritized	ADJ
iassist-1007	57	24	students	student	NOUN
iassist-1007	57	25	(	(	PUNCT
iassist-1007	57	26	larnell	larnell	PROPN
iassist-1007	57	27	,	,	PUNCT
iassist-1007	57	28	et	et	PROPN
iassist-1007	57	29	al	al	PROPN
iassist-1007	57	30	,	,	PUNCT
iassist-1007	57	31	2016	2016	NUM
iassist-1007	57	32	;	;	PUNCT
iassist-1007	57	33	johnson	johnson	PROPN
iassist-1007	57	34	and	and	CCONJ
iassist-1007	57	35	elliott	elliott	PROPN
iassist-1007	57	36	,	,	PUNCT
iassist-1007	57	37	2020	2020	NUM
iassist-1007	57	38	)	)	PUNCT
iassist-1007	57	39	.	.	PUNCT
iassist-1007	58	1	one	one	NUM
iassist-1007	58	2	component	component	NOUN
iassist-1007	58	3	of	of	ADP
iassist-1007	58	4	this	this	DET
iassist-1007	58	5	three	three	NUM
iassist-1007	58	6	-	-	PUNCT
iassist-1007	58	7	part	part	NOUN
iassist-1007	58	8	model	model	NOUN
iassist-1007	58	9	requires	require	VERB
iassist-1007	58	10	cultural	cultural	ADJ
iassist-1007	58	11	competence	competence	NOUN
iassist-1007	58	12	or	or	CCONJ
iassist-1007	58	13	creating	create	VERB
iassist-1007	58	14	a	a	DET
iassist-1007	58	15	classroom	classroom	NOUN
iassist-1007	58	16	culture	culture	NOUN
iassist-1007	58	17	where	where	SCONJ
iassist-1007	58	18	students	student	NOUN
iassist-1007	58	19	feel	feel	VERB
iassist-1007	58	20	they	they	PRON
iassist-1007	58	21	can	can	AUX
iassist-1007	58	22	be	be	AUX
iassist-1007	58	23	themselves	themselves	PRON
iassist-1007	58	24	.	.	PUNCT
iassist-1007	59	1	being	be	AUX
iassist-1007	59	2	culturally	culturally	ADV
iassist-1007	59	3	competent	competent	ADJ
iassist-1007	59	4	;	;	PUNCT
iassist-1007	59	5	however	however	ADV
iassist-1007	59	6	,	,	PUNCT
iassist-1007	59	7	often	often	ADV
iassist-1007	59	8	involves	involve	VERB
iassist-1007	59	9	changes	change	NOUN
iassist-1007	59	10	to	to	ADP
iassist-1007	59	11	the	the	DET
iassist-1007	59	12	curriculum	curriculum	NOUN
iassist-1007	59	13	in	in	ADP
iassist-1007	59	14	ways	way	NOUN
iassist-1007	59	15	that	that	PRON
iassist-1007	59	16	incorporate	incorporate	VERB
iassist-1007	59	17	students	student	NOUN
iassist-1007	59	18	’	'	PUNCT
iassist-1007	59	19	cultural	cultural	ADJ
iassist-1007	59	20	knowledge	knowledge	NOUN
iassist-1007	59	21	,	,	PUNCT
iassist-1007	59	22	as	as	ADP
iassist-1007	59	23	in	in	ADP
iassist-1007	59	24	a	a	DET
iassist-1007	59	25	data	data	NOUN
iassist-1007	59	26	analytics	analytic	NOUN
iassist-1007	59	27	course	course	NOUN
iassist-1007	59	28	where	where	SCONJ
iassist-1007	59	29	students	student	NOUN
iassist-1007	59	30	analyze	analyze	VERB
iassist-1007	59	31	and	and	CCONJ
iassist-1007	59	32	visualize	visualize	VERB
iassist-1007	59	33	data	datum	NOUN
iassist-1007	59	34	related	relate	VERB
iassist-1007	59	35	to	to	ADP
iassist-1007	59	36	racial	racial	ADJ
iassist-1007	59	37	justice	justice	NOUN
iassist-1007	59	38	.	.	PUNCT
iassist-1007	60	1	this	this	PRON
iassist-1007	60	2	helps	help	VERB
iassist-1007	60	3	“	"	PUNCT
iassist-1007	60	4	students	student	NOUN
iassist-1007	60	5	recognize	recognize	VERB
iassist-1007	60	6	and	and	CCONJ
iassist-1007	60	7	honor	honor	VERB
iassist-1007	60	8	their	their	PRON
iassist-1007	60	9	own	own	ADJ
iassist-1007	60	10	cultural	cultural	ADJ
iassist-1007	60	11	beliefs	belief	NOUN
iassist-1007	60	12	and	and	CCONJ
iassist-1007	60	13	practices	practice	NOUN
iassist-1007	60	14	while	while	SCONJ
iassist-1007	60	15	acquiring	acquire	VERB
iassist-1007	60	16	access	access	NOUN
iassist-1007	60	17	to	to	ADP
iassist-1007	60	18	the	the	DET
iassist-1007	60	19	wider	wide	ADJ
iassist-1007	60	20	culture	culture	NOUN
iassist-1007	60	21	”	"	PUNCT
iassist-1007	60	22	(	(	PUNCT
iassist-1007	60	23	ladson	ladson	NOUN
iassist-1007	60	24	-	-	NOUN
iassist-1007	60	25	billings	billing	NOUN
iassist-1007	60	26	,	,	PUNCT
iassist-1007	60	27	2008	2008	NUM
iassist-1007	60	28	)	)	PUNCT
iassist-1007	61	1	learning	learn	VERB
iassist-1007	61	2	modules	module	NOUN
iassist-1007	61	3	would	would	AUX
iassist-1007	61	4	teach	teach	VERB
iassist-1007	61	5	students	student	NOUN
iassist-1007	61	6	fundamental	fundamental	ADJ
iassist-1007	61	7	and	and	CCONJ
iassist-1007	61	8	in	in	ADP
iassist-1007	61	9	-	-	PUNCT
iassist-1007	61	10	demand	demand	NOUN
iassist-1007	61	11	data	datum	NOUN
iassist-1007	61	12	science	science	NOUN
iassist-1007	61	13	software	software	NOUN
iassist-1007	61	14	(	(	PUNCT
iassist-1007	61	15	i.e.	i.e.	X
iassist-1007	61	16	,	,	PUNCT
iassist-1007	61	17	r	r	NOUN
iassist-1007	61	18	,	,	PUNCT
iassist-1007	61	19	python	python	NOUN
iassist-1007	61	20	,	,	PUNCT
iassist-1007	61	21	sql	sql	PROPN
iassist-1007	61	22	,	,	PUNCT
iassist-1007	61	23	tableau	tableau	PROPN
iassist-1007	61	24	etc	etc	X
iassist-1007	61	25	.	.	PUNCT
iassist-1007	61	26	)	)	PUNCT
iassist-1007	62	1	and	and	CCONJ
iassist-1007	62	2	skills	skill	NOUN
iassist-1007	62	3	using	use	VERB
iassist-1007	62	4	culturally	culturally	ADV
iassist-1007	62	5	relevant	relevant	ADJ
iassist-1007	62	6	datasets	dataset	NOUN
iassist-1007	62	7	(	(	PUNCT
iassist-1007	62	8	see	see	VERB
iassist-1007	62	9	figures	figure	NOUN
iassist-1007	62	10	2a	2a	NUM
iassist-1007	62	11	&	&	CCONJ
iassist-1007	62	12	2b	2b	NOUN
iassist-1007	62	13	)	)	PUNCT
iassist-1007	62	14	that	that	PRON
iassist-1007	62	15	are	be	AUX
iassist-1007	62	16	widely	widely	ADV
iassist-1007	62	17	accessible	accessible	ADJ
iassist-1007	62	18	by	by	ADP
iassist-1007	62	19	faculty	faculty	NOUN
iassist-1007	62	20	and	and	CCONJ
iassist-1007	62	21	students	student	NOUN
iassist-1007	62	22	alike	alike	ADV
iassist-1007	62	23	.	.	PUNCT
iassist-1007	63	1	a	a	DET
iassist-1007	63	2	liberatory	liberatory	ADJ
iassist-1007	63	3	data	datum	NOUN
iassist-1007	63	4	science	science	NOUN
iassist-1007	63	5	curriculum	curriculum	NOUN
iassist-1007	63	6	would	would	AUX
iassist-1007	63	7	include	include	VERB
iassist-1007	63	8	prepared	prepared	ADJ
iassist-1007	63	9	datasets	dataset	NOUN
iassist-1007	63	10	and	and	CCONJ
iassist-1007	63	11	guidance	guidance	NOUN
iassist-1007	63	12	on	on	ADP
iassist-1007	63	13	analytical	analytical	ADJ
iassist-1007	63	14	processes	process	NOUN
iassist-1007	63	15	(	(	PUNCT
iassist-1007	63	16	i.e.	i.e.	X
iassist-1007	63	17	,	,	PUNCT
iassist-1007	63	18	data	datum	NOUN
iassist-1007	63	19	acquisition	acquisition	NOUN
iassist-1007	63	20	,	,	PUNCT
iassist-1007	63	21	preprocessing	preprocessing	NOUN
iassist-1007	63	22	,	,	PUNCT
iassist-1007	63	23	modeling	modeling	NOUN
iassist-1007	63	24	,	,	PUNCT
iassist-1007	63	25	visualization	visualization	NOUN
iassist-1007	63	26	,	,	PUNCT
iassist-1007	63	27	and	and	CCONJ
iassist-1007	63	28	interpretation	interpretation	NOUN
iassist-1007	63	29	)	)	PUNCT
iassist-1007	63	30	in	in	ADP
iassist-1007	63	31	a	a	DET
iassist-1007	63	32	way	way	NOUN
iassist-1007	63	33	that	that	PRON
iassist-1007	63	34	promotes	promote	VERB
iassist-1007	63	35	student	student	NOUN
iassist-1007	63	36	voice	voice	NOUN
iassist-1007	63	37	and	and	CCONJ
iassist-1007	63	38	sense	sense	NOUN
iassist-1007	63	39	of	of	ADP
iassist-1007	63	40	belonging	belong	VERB
iassist-1007	63	41	,	,	PUNCT
iassist-1007	63	42	highlights	highlight	VERB
iassist-1007	63	43	the	the	DET
iassist-1007	63	44	work	work	NOUN
iassist-1007	63	45	of	of	ADP
iassist-1007	63	46	historical	historical	ADJ
iassist-1007	63	47	and	and	CCONJ
iassist-1007	63	48	contemporary	contemporary	ADJ
iassist-1007	63	49	data	datum	NOUN
iassist-1007	63	50	scientists	scientist	NOUN
iassist-1007	63	51	from	from	ADP
iassist-1007	63	52	non	non	ADJ
iassist-1007	63	53	-	-	ADJ
iassist-1007	63	54	dominant	dominant	ADJ
iassist-1007	63	55	cultures	culture	NOUN
iassist-1007	63	56	,	,	PUNCT
iassist-1007	63	57	and	and	CCONJ
iassist-1007	63	58	encourage	encourage	VERB
iassist-1007	63	59	students	student	NOUN
iassist-1007	63	60	to	to	PART
iassist-1007	63	61	contribute	contribute	VERB
iassist-1007	63	62	their	their	PRON
iassist-1007	63	63	own	own	ADJ
iassist-1007	63	64	cultural	cultural	ADJ
iassist-1007	63	65	knowledge	knowledge	NOUN
iassist-1007	63	66	through	through	ADP
iassist-1007	63	67	class	class	NOUN
iassist-1007	63	68	assignments	assignment	NOUN
iassist-1007	63	69	and	and	CCONJ
iassist-1007	63	70	activities	activity	NOUN
iassist-1007	63	71	.	.	PUNCT
iassist-1007	64	1	for	for	ADP
iassist-1007	64	2	example	example	NOUN
iassist-1007	64	3	,	,	PUNCT
iassist-1007	64	4	the	the	DET
iassist-1007	64	5	following	follow	VERB
iassist-1007	64	6	black	black	ADJ
iassist-1007	64	7	and	and	CCONJ
iassist-1007	64	8	indigenous	indigenous	ADJ
iassist-1007	64	9	resources	resource	NOUN
iassist-1007	64	10	are	be	AUX
iassist-1007	64	11	publicly	publicly	ADV
iassist-1007	64	12	available	available	ADJ
iassist-1007	64	13	and	and	CCONJ
iassist-1007	64	14	readily	readily	ADV
iassist-1007	64	15	accessible	accessible	ADJ
iassist-1007	64	16	to	to	ADP
iassist-1007	64	17	data	datum	NOUN
iassist-1007	64	18	science	science	NOUN
iassist-1007	64	19	instructors	instructor	NOUN
iassist-1007	64	20	.	.	PUNCT
iassist-1007	65	1	1	1	X
iassist-1007	65	2	.	.	X
iassist-1007	65	3	native	native	ADJ
iassist-1007	65	4	land	land	NOUN
iassist-1007	65	5	:	:	PUNCT
iassist-1007	65	6	https://native-land.ca/	https://native-land.ca/	ADJ
iassist-1007	65	7	2	2	NUM
iassist-1007	65	8	.	.	PUNCT
iassist-1007	65	9	racial	racial	ADJ
iassist-1007	65	10	terror	terror	NOUN
iassist-1007	65	11	lynchings	lynching	NOUN
iassist-1007	65	12	:	:	PUNCT
iassist-1007	65	13	https://lynchinginamerica.eji.org/explore	https://lynchinginamerica.eji.org/explore	PROPN
iassist-1007	65	14	3	3	X
iassist-1007	65	15	.	.	PUNCT
iassist-1007	66	1	ida	ida	PROPN
iassist-1007	66	2	b.	b.	PROPN
iassist-1007	66	3	wells	wells	PROPN
iassist-1007	66	4	just	just	ADV
iassist-1007	66	5	data	data	VERB
iassist-1007	66	6	lab	lab	NOUN
iassist-1007	66	7	:	:	PUNCT
iassist-1007	66	8	https://www.thejustdatalab.com/	https://www.thejustdatalab.com/	NOUN
iassist-1007	66	9	4	4	X
iassist-1007	66	10	.	.	PUNCT
iassist-1007	67	1	slave	slave	NOUN
iassist-1007	67	2	voyages	voyage	NOUN
iassist-1007	67	3	:	:	PUNCT
iassist-1007	67	4	https://www.slavevoyages.org/	https://www.slavevoyages.org/	NOUN
iassist-1007	67	5	learning	learn	VERB
iassist-1007	67	6	modules	module	NOUN
iassist-1007	67	7	that	that	PRON
iassist-1007	67	8	leverage	leverage	NOUN
iassist-1007	67	9	datasets	dataset	NOUN
iassist-1007	67	10	and	and	CCONJ
iassist-1007	67	11	data	datum	NOUN
iassist-1007	67	12	visualization	visualization	NOUN
iassist-1007	67	13	resources	resource	NOUN
iassist-1007	67	14	like	like	ADP
iassist-1007	67	15	these	these	PRON
iassist-1007	67	16	can	can	AUX
iassist-1007	67	17	be	be	AUX
iassist-1007	67	18	made	make	VERB
iassist-1007	67	19	available	available	ADJ
iassist-1007	67	20	to	to	ADP
iassist-1007	67	21	a	a	DET
iassist-1007	67	22	broad	broad	ADJ
iassist-1007	67	23	audience	audience	NOUN
iassist-1007	67	24	via	via	ADP
iassist-1007	67	25	open	open	ADJ
iassist-1007	67	26	access	access	NOUN
iassist-1007	67	27	platforms	platform	NOUN
iassist-1007	67	28	(	(	PUNCT
iassist-1007	67	29	e.g.	e.g.	ADV
iassist-1007	67	30	,	,	PUNCT
iassist-1007	67	31	github	github	PROPN
iassist-1007	67	32	)	)	PUNCT
iassist-1007	67	33	(	(	PUNCT
iassist-1007	67	34	banerjee	banerjee	PROPN
iassist-1007	67	35	,	,	PUNCT
iassist-1007	67	36	2015	2015	NUM
iassist-1007	67	37	)	)	PUNCT
iassist-1007	67	38	and	and	CCONJ
iassist-1007	67	39	serve	serve	VERB
iassist-1007	67	40	as	as	ADP
iassist-1007	67	41	training	training	NOUN
iassist-1007	67	42	tools	tool	NOUN
iassist-1007	67	43	for	for	ADP
iassist-1007	67	44	data	datum	NOUN
iassist-1007	67	45	science	science	NOUN
iassist-1007	67	46	educators	educator	NOUN
iassist-1007	67	47	by	by	ADP
iassist-1007	67	48	leveraging	leverage	VERB
iassist-1007	67	49	best	good	ADJ
iassist-1007	67	50	practices	practice	NOUN
iassist-1007	67	51	in	in	ADP
iassist-1007	67	52	culturally	culturally	ADV
iassist-1007	67	53	relevant	relevant	ADJ
iassist-1007	67	54	instructional	instructional	ADJ
iassist-1007	67	55	design	design	NOUN
iassist-1007	67	56	.	.	PUNCT
iassist-1007	68	1	racial	racial	ADJ
iassist-1007	68	2	justice	justice	NOUN
iassist-1007	68	3	would	would	AUX
iassist-1007	68	4	also	also	ADV
iassist-1007	68	5	be	be	AUX
iassist-1007	68	6	of	of	ADP
iassist-1007	68	7	particular	particular	ADJ
iassist-1007	68	8	importance	importance	NOUN
iassist-1007	68	9	to	to	ADP
iassist-1007	68	10	members	member	NOUN
iassist-1007	68	11	of	of	ADP
iassist-1007	68	12	minoritized	minoritized	ADJ
iassist-1007	68	13	groups	group	NOUN
iassist-1007	68	14	and	and	CCONJ
iassist-1007	68	15	other	other	ADJ
iassist-1007	68	16	marginalized	marginalize	VERB
iassist-1007	68	17	communities	community	NOUN
iassist-1007	68	18	,	,	PUNCT
iassist-1007	68	19	including	include	VERB
iassist-1007	68	20	those	those	PRON
iassist-1007	68	21	pertaining	pertain	VERB
iassist-1007	68	22	to	to	ADP
iassist-1007	68	23	racial	racial	ADJ
iassist-1007	68	24	activism	activism	NOUN
iassist-1007	68	25	(	(	PUNCT
iassist-1007	68	26	i.e.	i.e.	X
iassist-1007	68	27	,	,	PUNCT
iassist-1007	68	28	location	location	NOUN
iassist-1007	68	29	of	of	ADP
iassist-1007	68	30	black	black	ADJ
iassist-1007	68	31	lives	life	NOUN
iassist-1007	68	32	matter	matter	VERB
iassist-1007	68	33	protests	protest	NOUN
iassist-1007	68	34	)	)	PUNCT
iassist-1007	68	35	and	and	CCONJ
iassist-1007	68	36	racial	racial	ADJ
iassist-1007	68	37	injustice	injustice	NOUN
iassist-1007	68	38	(	(	PUNCT
iassist-1007	68	39	i.e.	i.e.	X
iassist-1007	68	40	,	,	PUNCT
iassist-1007	68	41	anti	anti	ADJ
iassist-1007	68	42	-	-	ADJ
iassist-1007	68	43	black	black	ADJ
iassist-1007	68	44	police	police	NOUN
iassist-1007	68	45	shootings	shooting	NOUN
iassist-1007	68	46	)	)	PUNCT
iassist-1007	68	47	,	,	PUNCT
iassist-1007	68	48	economic	economic	ADJ
iassist-1007	68	49	empowerment	empowerment	NOUN
iassist-1007	68	50	(	(	PUNCT
iassist-1007	68	51	i.e.	i.e.	X
iassist-1007	68	52	,	,	PUNCT
iassist-1007	68	53	historical	historical	ADJ
iassist-1007	68	54	significance	significance	NOUN
iassist-1007	68	55	of	of	ADP
iassist-1007	68	56	black	black	ADJ
iassist-1007	68	57	wall	wall	PROPN
iassist-1007	68	58	street	street	PROPN
iassist-1007	68	59	)	)	PUNCT
iassist-1007	68	60	and	and	CCONJ
iassist-1007	68	61	economic	economic	ADJ
iassist-1007	68	62	disparities	disparity	NOUN
iassist-1007	68	63	(	(	PUNCT
iassist-1007	68	64	i.e.	i.e.	X
iassist-1007	68	65	,	,	PUNCT
iassist-1007	68	66	white	white	ADJ
iassist-1007	68	67	flight	flight	NOUN
iassist-1007	68	68	and	and	CCONJ
iassist-1007	68	69	gentrification	gentrification	NOUN
iassist-1007	68	70	)	)	PUNCT
iassist-1007	68	71	,	,	PUNCT
iassist-1007	68	72	and	and	CCONJ
iassist-1007	68	73	public	public	ADJ
iassist-1007	68	74	health	health	NOUN
iassist-1007	68	75	(	(	PUNCT
iassist-1007	68	76	e.g.	e.g.	ADV
iassist-1007	68	77	,	,	PUNCT
iassist-1007	68	78	covid-19	covid-19	PROPN
iassist-1007	68	79	rates	rate	NOUN
iassist-1007	68	80	within	within	ADP
iassist-1007	68	81	urm	urm	ADJ
iassist-1007	68	82	communities	community	NOUN
iassist-1007	68	83	)	)	PUNCT
iassist-1007	68	84	(	(	PUNCT
iassist-1007	68	85	benjamin	benjamin	PROPN
iassist-1007	68	86	,	,	PUNCT
iassist-1007	68	87	2019	2019	NUM
iassist-1007	68	88	)	)	PUNCT
iassist-1007	68	89	.	.	PUNCT
iassist-1007	69	1	for	for	ADP
iassist-1007	69	2	example	example	NOUN
iassist-1007	69	3	,	,	PUNCT
iassist-1007	69	4	a	a	DET
iassist-1007	69	5	black	black	ADJ
iassist-1007	69	6	undergraduate	undergraduate	NOUN
iassist-1007	69	7	history	history	NOUN
iassist-1007	69	8	,	,	PUNCT
iassist-1007	69	9	anthropology	anthropology	NOUN
iassist-1007	69	10	,	,	PUNCT
iassist-1007	69	11	theology	theology	NOUN
iassist-1007	69	12	or	or	CCONJ
iassist-1007	69	13	linguistics	linguistic	NOUN
iassist-1007	69	14	student	student	NOUN
iassist-1007	69	15	,	,	PUNCT
iassist-1007	69	16	after	after	ADP
iassist-1007	69	17	taking	take	VERB
iassist-1007	69	18	an	an	DET
iassist-1007	69	19	introductory	introductory	ADJ
iassist-1007	69	20	data	data	NOUN
iassist-1007	69	21	science	science	NOUN
iassist-1007	69	22	course	course	NOUN
iassist-1007	69	23	employing	employ	VERB
iassist-1007	69	24	a	a	DET
iassist-1007	69	25	liberatory	liberatory	ADJ
iassist-1007	69	26	data	datum	NOUN
iassist-1007	69	27	science	science	NOUN
iassist-1007	69	28	framework	framework	NOUN
iassist-1007	69	29	,	,	PUNCT
iassist-1007	69	30	may	may	AUX
iassist-1007	69	31	as	as	SCONJ
iassist-1007	69	32	an	an	DET
iassist-1007	69	33	endof	endof	NOUN
iassist-1007	69	34	-	-	PUNCT
iassist-1007	69	35	semester	semester	NOUN
iassist-1007	69	36	project	project	NOUN
iassist-1007	69	37	choose	choose	VERB
iassist-1007	69	38	to	to	PART
iassist-1007	69	39	create	create	VERB
iassist-1007	69	40	an	an	DET
iassist-1007	69	41	interactive	interactive	ADJ
iassist-1007	69	42	map	map	NOUN
iassist-1007	69	43	of	of	ADP
iassist-1007	69	44	the	the	DET
iassist-1007	69	45	transatlantic	transatlantic	ADJ
iassist-1007	69	46	slave	slave	NOUN
iassist-1007	69	47	trade	trade	NOUN
iassist-1007	69	48	to	to	PART
iassist-1007	69	49	examine	examine	VERB
iassist-1007	69	50	survival	survival	NOUN
iassist-1007	69	51	rates	rate	NOUN
iassist-1007	69	52	by	by	ADP
iassist-1007	69	53	ship	ship	NOUN
iassist-1007	69	54	,	,	PUNCT
iassist-1007	69	55	country	country	NOUN
iassist-1007	69	56	of	of	ADP
iassist-1007	69	57	origin	origin	NOUN
iassist-1007	69	58	and	and	CCONJ
iassist-1007	69	59	destination	destination	NOUN
iassist-1007	69	60	(	(	PUNCT
iassist-1007	69	61	see	see	VERB
iassist-1007	69	62	figures	figure	NOUN
iassist-1007	69	63	2a	2a	NUM
iassist-1007	69	64	and	and	CCONJ
iassist-1007	69	65	2b	2b	NOUN
iassist-1007	69	66	)	)	PUNCT
iassist-1007	69	67	.	.	PUNCT
iassist-1007	70	1	this	this	PRON
iassist-1007	70	2	would	would	AUX
iassist-1007	70	3	be	be	AUX
iassist-1007	70	4	particularly	particularly	ADV
iassist-1007	70	5	meaningful	meaningful	ADJ
iassist-1007	70	6	as	as	ADP
iassist-1007	70	7	w.e.b	w.e.b	ADJ
iassist-1007	70	8	.	.	PUNCT
iassist-1007	71	1	dubois	dubois	PROPN
iassist-1007	71	2	(	(	PUNCT
iassist-1007	71	3	the	the	DET
iassist-1007	71	4	first	first	ADJ
iassist-1007	71	5	formerly	formerly	ADV
iassist-1007	71	6	trained	train	VERB
iassist-1007	71	7	black	black	ADJ
iassist-1007	71	8	sociologist	sociologist	NOUN
iassist-1007	71	9	in	in	ADP
iassist-1007	71	10	the	the	DET
iassist-1007	71	11	united	united	PROPN
iassist-1007	71	12	states	states	PROPN
iassist-1007	71	13	)	)	PUNCT
iassist-1007	71	14	created	create	VERB
iassist-1007	71	15	such	such	DET
iassist-1007	71	16	a	a	DET
iassist-1007	71	17	map	map	NOUN
iassist-1007	71	18	by	by	ADP
iassist-1007	71	19	hand	hand	NOUN
iassist-1007	71	20	working	work	VERB
iassist-1007	71	21	with	with	ADP
iassist-1007	71	22	students	student	NOUN
iassist-1007	71	23	at	at	ADP
iassist-1007	71	24	the	the	DET
iassist-1007	71	25	atlanta	atlanta	PROPN
iassist-1007	71	26	university	university	PROPN
iassist-1007	71	27	center	center	NOUN
iassist-1007	71	28	in	in	ADP
iassist-1007	71	29	1900	1900	NUM
iassist-1007	71	30	.	.	PUNCT
iassist-1007	72	1	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	X
iassist-1007	72	2	https://native-land.ca/	https://native-land.ca/	ADJ
iassist-1007	73	1	https://lynchinginamerica.eji.org/explore	https://lynchinginamerica.eji.org/explore	PROPN
iassist-1007	73	2	https://www.thejustdatalab.com/	https://www.thejustdatalab.com/	NOUN
iassist-1007	73	3	https://www.slavevoyages.org/	https://www.slavevoyages.org/	NOUN
iassist-1007	73	4	5/8	5/8	NUM
iassist-1007	73	5	monroe	monroe	PROPN
iassist-1007	73	6	-	-	PUNCT
iassist-1007	73	7	white	white	ADJ
iassist-1007	73	8	,	,	PUNCT
iassist-1007	73	9	thema	thema	X
iassist-1007	73	10	(	(	PUNCT
iassist-1007	73	11	2022	2022	NUM
iassist-1007	73	12	)	)	PUNCT
iassist-1007	73	13	emancipating	emancipate	VERB
iassist-1007	73	14	data	datum	NOUN
iassist-1007	73	15	science	science	NOUN
iassist-1007	73	16	for	for	ADP
iassist-1007	73	17	black	black	ADJ
iassist-1007	73	18	and	and	CCONJ
iassist-1007	73	19	indigenous	indigenous	ADJ
iassist-1007	73	20	students	student	NOUN
iassist-1007	73	21	via	via	ADP
iassist-1007	73	22	liberatory	liberatory	ADJ
iassist-1007	73	23	datasets	dataset	NOUN
iassist-1007	73	24	and	and	CCONJ
iassist-1007	73	25	curricula	curricula	NOUN
iassist-1007	73	26	,	,	PUNCT
iassist-1007	73	27	iassist	iassist	VERB
iassist-1007	73	28	quarterly	quarterly	ADJ
iassist-1007	73	29	46(4	46(4	NOUN
iassist-1007	73	30	)	)	PUNCT
iassist-1007	73	31	,	,	PUNCT
iassist-1007	73	32	pp	pp	PROPN
iassist-1007	73	33	.	.	PUNCT
iassist-1007	74	1	1	1	NUM
iassist-1007	74	2	-	-	SYM
iassist-1007	74	3	8	8	NUM
iassist-1007	74	4	.	.	PUNCT
iassist-1007	74	5	doi	doi	NOUN
iassist-1007	74	6	:	:	PUNCT
iassist-1007	74	7	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	X
iassist-1007	74	8	adding	add	VERB
iassist-1007	74	9	additional	additional	ADJ
iassist-1007	74	10	levels	level	NOUN
iassist-1007	74	11	of	of	ADP
iassist-1007	74	12	interactivity	interactivity	NOUN
iassist-1007	74	13	would	would	AUX
iassist-1007	74	14	allow	allow	VERB
iassist-1007	74	15	the	the	DET
iassist-1007	74	16	user	user	NOUN
iassist-1007	74	17	to	to	PART
iassist-1007	74	18	;	;	PUNCT
iassist-1007	74	19	for	for	ADP
iassist-1007	74	20	example	example	NOUN
iassist-1007	74	21	,	,	PUNCT
iassist-1007	74	22	identify	identify	VERB
iassist-1007	74	23	particularly	particularly	ADV
iassist-1007	74	24	treacherous	treacherous	ADJ
iassist-1007	74	25	travel	travel	NOUN
iassist-1007	74	26	routes	route	NOUN
iassist-1007	74	27	,	,	PUNCT
iassist-1007	74	28	and	and	CCONJ
iassist-1007	74	29	offer	offer	VERB
iassist-1007	74	30	data	data	NOUN
iassist-1007	74	31	-	-	PUNCT
iassist-1007	74	32	driven	drive	VERB
iassist-1007	74	33	explanations	explanation	NOUN
iassist-1007	74	34	for	for	ADP
iassist-1007	74	35	the	the	DET
iassist-1007	74	36	variety	variety	NOUN
iassist-1007	74	37	of	of	ADP
iassist-1007	74	38	cultural	cultural	ADJ
iassist-1007	74	39	,	,	PUNCT
iassist-1007	74	40	religious	religious	ADJ
iassist-1007	74	41	and	and	CCONJ
iassist-1007	74	42	linguistic	linguistic	ADJ
iassist-1007	74	43	innovations	innovation	NOUN
iassist-1007	74	44	produced	produce	VERB
iassist-1007	74	45	by	by	ADP
iassist-1007	74	46	descendants	descendant	NOUN
iassist-1007	74	47	of	of	ADP
iassist-1007	74	48	survivors	survivor	NOUN
iassist-1007	74	49	throughout	throughout	ADP
iassist-1007	74	50	the	the	DET
iassist-1007	74	51	america	america	PROPN
iassist-1007	74	52	’s	’s	PART
iassist-1007	74	53	including	include	VERB
iassist-1007	74	54	:	:	PUNCT
iassist-1007	74	55	1	1	X
iassist-1007	74	56	)	)	PUNCT
iassist-1007	74	57	the	the	DET
iassist-1007	74	58	gullah	gullah	PROPN
iassist-1007	74	59	-	-	PUNCT
iassist-1007	74	60	geechee	geechee	NOUN
iassist-1007	74	61	whose	whose	DET
iassist-1007	74	62	creolized	creolize	VERB
iassist-1007	74	63	language	language	NOUN
iassist-1007	74	64	,	,	PUNCT
iassist-1007	74	65	religion	religion	NOUN
iassist-1007	74	66	and	and	CCONJ
iassist-1007	74	67	culture	culture	NOUN
iassist-1007	74	68	is	be	AUX
iassist-1007	74	69	practiced	practice	VERB
iassist-1007	74	70	in	in	ADP
iassist-1007	74	71	the	the	DET
iassist-1007	74	72	coastal	coastal	ADJ
iassist-1007	74	73	areas	area	NOUN
iassist-1007	74	74	and	and	CCONJ
iassist-1007	74	75	sea	sea	NOUN
iassist-1007	74	76	islands	island	NOUN
iassist-1007	74	77	of	of	ADP
iassist-1007	74	78	the	the	DET
iassist-1007	74	79	u.s	u.s	PROPN
iassist-1007	74	80	can	can	AUX
iassist-1007	74	81	trace	trace	VERB
iassist-1007	74	82	its	its	PRON
iassist-1007	74	83	origins	origin	NOUN
iassist-1007	74	84	to	to	ADP
iassist-1007	74	85	sierra	sierra	NOUN
iassist-1007	74	86	-	-	PUNCT
iassist-1007	74	87	leone	leone	PROPN
iassist-1007	74	88	and	and	CCONJ
iassist-1007	74	89	benin	benin	NOUN
iassist-1007	74	90	;	;	PUNCT
iassist-1007	74	91	2	2	X
iassist-1007	74	92	)	)	PUNCT
iassist-1007	74	93	haitian	haitian	ADJ
iassist-1007	74	94	creole	creole	NOUN
iassist-1007	74	95	(	(	PUNCT
iassist-1007	74	96	kreyòl	kreyòl	PROPN
iassist-1007	74	97	)	)	PUNCT
iassist-1007	74	98	which	which	PRON
iassist-1007	74	99	combines	combine	VERB
iassist-1007	74	100	elements	element	NOUN
iassist-1007	74	101	of	of	ADP
iassist-1007	74	102	the	the	DET
iassist-1007	74	103	french	french	ADJ
iassist-1007	74	104	language	language	NOUN
iassist-1007	74	105	with	with	ADP
iassist-1007	74	106	central	central	ADJ
iassist-1007	74	107	-	-	PUNCT
iassist-1007	74	108	african	african	ADJ
iassist-1007	74	109	(	(	PUNCT
iassist-1007	74	110	i.e.	i.e.	X
iassist-1007	74	111	,	,	PUNCT
iassist-1007	74	112	kongolese	kongolese	PROPN
iassist-1007	74	113	)	)	PUNCT
iassist-1007	74	114	,	,	PUNCT
iassist-1007	74	115	west	west	NOUN
iassist-1007	74	116	-	-	PUNCT
iassist-1007	74	117	african	african	ADJ
iassist-1007	74	118	(	(	PUNCT
iassist-1007	74	119	i.e.	i.e.	X
iassist-1007	74	120	,	,	PUNCT
iassist-1007	74	121	akan	akan	PROPN
iassist-1007	74	122	twi	twi	PROPN
iassist-1007	74	123	)	)	PUNCT
iassist-1007	74	124	religious	religious	ADJ
iassist-1007	74	125	and	and	CCONJ
iassist-1007	74	126	cultural	cultural	ADJ
iassist-1007	74	127	practices	practice	NOUN
iassist-1007	74	128	,	,	PUNCT
iassist-1007	74	129	and	and	CCONJ
iassist-1007	74	130	;	;	PUNCT
iassist-1007	74	131	3	3	X
iassist-1007	74	132	)	)	PUNCT
iassist-1007	74	133	palenque	palenque	NOUN
iassist-1007	74	134	,	,	PUNCT
iassist-1007	74	135	which	which	PRON
iassist-1007	74	136	combines	combine	VERB
iassist-1007	74	137	kongolese	kongolese	PROPN
iassist-1007	74	138	and	and	CCONJ
iassist-1007	74	139	spanish	spanish	ADJ
iassist-1007	74	140	and	and	CCONJ
iassist-1007	74	141	is	be	AUX
iassist-1007	74	142	spoken	speak	VERB
iassist-1007	74	143	by	by	ADP
iassist-1007	74	144	afro	afro	NOUN
iassist-1007	74	145	-	-	PUNCT
iassist-1007	74	146	colombian	colombian	ADJ
iassist-1007	74	147	descendants	descendant	NOUN
iassist-1007	74	148	of	of	ADP
iassist-1007	74	149	escaped	escape	VERB
iassist-1007	74	150	slaves	slave	NOUN
iassist-1007	74	151	(	(	PUNCT
iassist-1007	74	152	e.g.	e.g.	ADV
iassist-1007	74	153	,	,	PUNCT
iassist-1007	74	154	maroons	maroon	NOUN
iassist-1007	74	155	or	or	CCONJ
iassist-1007	74	156	cimarrónes	cimarróne	NOUN
iassist-1007	74	157	)	)	PUNCT
iassist-1007	74	158	in	in	ADP
iassist-1007	74	159	the	the	DET
iassist-1007	74	160	pacific	pacific	ADJ
iassist-1007	74	161	and	and	CCONJ
iassist-1007	74	162	northwest	northwest	ADJ
iassist-1007	74	163	regions	region	NOUN
iassist-1007	74	164	of	of	ADP
iassist-1007	74	165	colombia	colombia	PROPN
iassist-1007	74	166	,	,	PUNCT
iassist-1007	74	167	south	south	PROPN
iassist-1007	74	168	america	america	PROPN
iassist-1007	74	169	.	.	PUNCT
iassist-1007	75	1	adding	add	VERB
iassist-1007	75	2	racially	racially	ADV
iassist-1007	75	3	relevant	relevant	ADJ
iassist-1007	75	4	and	and	CCONJ
iassist-1007	75	5	global	global	ADJ
iassist-1007	75	6	dimensions	dimension	NOUN
iassist-1007	75	7	to	to	ADP
iassist-1007	75	8	data	data	NOUN
iassist-1007	75	9	science	science	NOUN
iassist-1007	75	10	educational	educational	ADJ
iassist-1007	75	11	curricula	curricula	NOUN
iassist-1007	75	12	is	be	AUX
iassist-1007	75	13	both	both	PRON
iassist-1007	75	14	empowering	empower	VERB
iassist-1007	75	15	and	and	CCONJ
iassist-1007	75	16	intellectually	intellectually	ADV
iassist-1007	75	17	liberating	liberating	ADJ
iassist-1007	75	18	for	for	ADP
iassist-1007	75	19	minoritized	minoritized	ADJ
iassist-1007	75	20	students	student	NOUN
iassist-1007	75	21	,	,	PUNCT
iassist-1007	75	22	as	as	SCONJ
iassist-1007	75	23	it	it	PRON
iassist-1007	75	24	humanizes	humanize	VERB
iassist-1007	75	25	the	the	DET
iassist-1007	75	26	gruesome	gruesome	ADJ
iassist-1007	75	27	realities	reality	NOUN
iassist-1007	75	28	while	while	SCONJ
iassist-1007	75	29	simultaneously	simultaneously	ADV
iassist-1007	75	30	respecting	respect	VERB
iassist-1007	75	31	the	the	DET
iassist-1007	75	32	diasporic	diasporic	ADJ
iassist-1007	75	33	experiences	experience	NOUN
iassist-1007	75	34	of	of	ADP
iassist-1007	75	35	descendants	descendant	NOUN
iassist-1007	75	36	.	.	PUNCT
iassist-1007	76	1	students	student	NOUN
iassist-1007	76	2	in	in	ADP
iassist-1007	76	3	the	the	DET
iassist-1007	76	4	liberal	liberal	ADJ
iassist-1007	76	5	arts	art	NOUN
iassist-1007	76	6	(	(	PUNCT
iassist-1007	76	7	i.e.	i.e.	X
iassist-1007	76	8	,	,	PUNCT
iassist-1007	76	9	history	history	NOUN
iassist-1007	76	10	,	,	PUNCT
iassist-1007	76	11	anthropology	anthropology	NOUN
iassist-1007	76	12	,	,	PUNCT
iassist-1007	76	13	english	english	PROPN
iassist-1007	76	14	,	,	PUNCT
iassist-1007	76	15	etc	etc	X
iassist-1007	76	16	.	.	X
iassist-1007	76	17	)	)	PUNCT
iassist-1007	76	18	,	,	PUNCT
iassist-1007	76	19	are	be	AUX
iassist-1007	76	20	then	then	ADV
iassist-1007	76	21	motivated	motivated	ADJ
iassist-1007	76	22	to	to	PART
iassist-1007	76	23	learn	learn	VERB
iassist-1007	76	24	data	data	NOUN
iassist-1007	76	25	science	science	NOUN
iassist-1007	76	26	by	by	ADP
iassist-1007	76	27	exploring	explore	VERB
iassist-1007	76	28	topics	topic	NOUN
iassist-1007	76	29	of	of	ADP
iassist-1007	76	30	personal	personal	ADJ
iassist-1007	76	31	relevance	relevance	NOUN
iassist-1007	76	32	and	and	CCONJ
iassist-1007	76	33	academic	academic	ADJ
iassist-1007	76	34	interest	interest	NOUN
iassist-1007	76	35	.	.	PUNCT
iassist-1007	77	1	by	by	ADP
iassist-1007	77	2	making	make	VERB
iassist-1007	77	3	data	datum	NOUN
iassist-1007	77	4	accessible	accessible	ADJ
iassist-1007	77	5	,	,	PUNCT
iassist-1007	77	6	analyzable	analyzable	ADJ
iassist-1007	77	7	,	,	PUNCT
iassist-1007	77	8	and	and	CCONJ
iassist-1007	77	9	interpretable	interpretable	ADJ
iassist-1007	77	10	to	to	ADP
iassist-1007	77	11	non	non	ADJ
iassist-1007	77	12	-	-	ADJ
iassist-1007	77	13	stem	stem	ADJ
iassist-1007	77	14	students	student	NOUN
iassist-1007	77	15	and	and	CCONJ
iassist-1007	77	16	leveraging	leverage	VERB
iassist-1007	77	17	datasets	dataset	NOUN
iassist-1007	77	18	to	to	PART
iassist-1007	77	19	teach	teach	VERB
iassist-1007	77	20	data	data	NOUN
iassist-1007	77	21	science	science	NOUN
iassist-1007	77	22	(	(	PUNCT
iassist-1007	77	23	and	and	CCONJ
iassist-1007	77	24	close	close	ADJ
iassist-1007	77	25	cousins	cousin	NOUN
iassist-1007	77	26	such	such	ADJ
iassist-1007	77	27	as	as	ADP
iassist-1007	77	28	data	datum	NOUN
iassist-1007	77	29	journalism	journalism	NOUN
iassist-1007	77	30	,	,	PUNCT
iassist-1007	77	31	data	data	NOUN
iassist-1007	77	32	mining	mining	NOUN
iassist-1007	77	33	,	,	PUNCT
iassist-1007	77	34	data	data	NOUN
iassist-1007	77	35	visualization	visualization	NOUN
iassist-1007	77	36	,	,	PUNCT
iassist-1007	77	37	etc	etc	X
iassist-1007	77	38	.	.	X
iassist-1007	77	39	)	)	PUNCT
iassist-1007	77	40	programs	program	NOUN
iassist-1007	77	41	can	can	AUX
iassist-1007	77	42	provide	provide	VERB
iassist-1007	77	43	non	non	ADJ
iassist-1007	77	44	-	-	ADJ
iassist-1007	77	45	stem	stem	ADJ
iassist-1007	77	46	minoritized	minoritized	ADJ
iassist-1007	77	47	students	student	NOUN
iassist-1007	77	48	with	with	ADP
iassist-1007	77	49	an	an	DET
iassist-1007	77	50	opportunity	opportunity	NOUN
iassist-1007	77	51	to	to	PART
iassist-1007	77	52	explore	explore	VERB
iassist-1007	77	53	phenomena	phenomenon	NOUN
iassist-1007	77	54	that	that	PRON
iassist-1007	77	55	are	be	AUX
iassist-1007	77	56	academically	academically	ADV
iassist-1007	77	57	relevant	relevant	ADJ
iassist-1007	77	58	and	and	CCONJ
iassist-1007	77	59	personally	personally	ADV
iassist-1007	77	60	meaningful	meaningful	ADJ
iassist-1007	77	61	,	,	PUNCT
iassist-1007	77	62	thereby	thereby	ADV
iassist-1007	77	63	exposing	expose	VERB
iassist-1007	77	64	and	and	CCONJ
iassist-1007	77	65	attracting	attract	VERB
iassist-1007	77	66	a	a	DET
iassist-1007	77	67	broader	broad	ADJ
iassist-1007	77	68	,	,	PUNCT
iassist-1007	77	69	more	more	ADV
iassist-1007	77	70	diverse	diverse	ADJ
iassist-1007	77	71	segment	segment	NOUN
iassist-1007	77	72	of	of	ADP
iassist-1007	77	73	the	the	DET
iassist-1007	77	74	population	population	NOUN
iassist-1007	77	75	data	datum	NOUN
iassist-1007	77	76	careers	career	NOUN
iassist-1007	77	77	(	(	PUNCT
iassist-1007	77	78	jackson	jackson	PROPN
iassist-1007	77	79	et	et	PROPN
iassist-1007	77	80	al	al	PROPN
iassist-1007	77	81	,	,	PUNCT
iassist-1007	77	82	2019	2019	NUM
iassist-1007	77	83	)	)	PUNCT
iassist-1007	77	84	.	.	PUNCT
iassist-1007	78	1	conclusion	conclusion	NOUN
iassist-1007	78	2	infusing	infuse	VERB
iassist-1007	78	3	black	black	ADJ
iassist-1007	78	4	and	and	CCONJ
iassist-1007	78	5	indigenous	indigenous	ADJ
iassist-1007	78	6	history	history	NOUN
iassist-1007	78	7	and	and	CCONJ
iassist-1007	78	8	liberatory	liberatory	ADJ
iassist-1007	78	9	pedagogy	pedagogy	NOUN
iassist-1007	78	10	into	into	ADP
iassist-1007	78	11	data	datum	NOUN
iassist-1007	78	12	science	science	NOUN
iassist-1007	78	13	education	education	NOUN
iassist-1007	78	14	empowers	empower	VERB
iassist-1007	78	15	educators	educator	NOUN
iassist-1007	78	16	to	to	PART
iassist-1007	78	17	create	create	VERB
iassist-1007	78	18	more	more	ADJ
iassist-1007	78	19	affirming	affirming	NOUN
iassist-1007	78	20	and	and	CCONJ
iassist-1007	78	21	inclusive	inclusive	ADJ
iassist-1007	78	22	pathways	pathway	NOUN
iassist-1007	78	23	into	into	ADP
iassist-1007	78	24	the	the	DET
iassist-1007	78	25	field	field	NOUN
iassist-1007	78	26	for	for	ADP
iassist-1007	78	27	minoritized	minoritized	ADJ
iassist-1007	78	28	scholars	scholar	NOUN
iassist-1007	78	29	.	.	PUNCT
iassist-1007	79	1	this	this	PRON
iassist-1007	79	2	could	could	AUX
iassist-1007	79	3	ultimately	ultimately	ADV
iassist-1007	79	4	lead	lead	VERB
iassist-1007	79	5	to	to	ADP
iassist-1007	79	6	the	the	DET
iassist-1007	79	7	mitigation	mitigation	NOUN
iassist-1007	79	8	of	of	ADP
iassist-1007	79	9	data	datum	NOUN
iassist-1007	79	10	harms	harm	NOUN
iassist-1007	79	11	by	by	ADP
iassist-1007	79	12	having	have	VERB
iassist-1007	79	13	a	a	DET
iassist-1007	79	14	more	more	ADV
iassist-1007	79	15	diverse	diverse	ADJ
iassist-1007	79	16	and	and	CCONJ
iassist-1007	79	17	inclusive	inclusive	ADJ
iassist-1007	79	18	data	datum	NOUN
iassist-1007	79	19	science	science	NOUN
iassist-1007	79	20	workforce	workforce	NOUN
iassist-1007	79	21	capable	capable	ADJ
iassist-1007	79	22	of	of	ADP
iassist-1007	79	23	identifying	identify	VERB
iassist-1007	79	24	and	and	CCONJ
iassist-1007	79	25	challenging	challenge	VERB
iassist-1007	79	26	biased	biased	ADJ
iassist-1007	79	27	datasets	dataset	NOUN
iassist-1007	79	28	and	and	CCONJ
iassist-1007	79	29	algorithms	algorithm	NOUN
iassist-1007	79	30	predeployment	predeployment	ADJ
iassist-1007	79	31	.	.	PUNCT
iassist-1007	80	1	as	as	ADP
iassist-1007	80	2	providers	provider	NOUN
iassist-1007	80	3	,	,	PUNCT
iassist-1007	80	4	curators	curator	NOUN
iassist-1007	80	5	and	and	CCONJ
iassist-1007	80	6	instructors	instructor	NOUN
iassist-1007	80	7	of	of	ADP
iassist-1007	80	8	data	datum	NOUN
iassist-1007	80	9	best	good	ADJ
iassist-1007	80	10	practices	practice	NOUN
iassist-1007	80	11	and	and	CCONJ
iassist-1007	80	12	systems	system	NOUN
iassist-1007	80	13	,	,	PUNCT
iassist-1007	80	14	we	we	PRON
iassist-1007	80	15	are	be	AUX
iassist-1007	80	16	responsible	responsible	ADJ
iassist-1007	80	17	for	for	ADP
iassist-1007	80	18	preparing	prepare	VERB
iassist-1007	80	19	members	member	NOUN
iassist-1007	80	20	of	of	ADP
iassist-1007	80	21	the	the	DET
iassist-1007	80	22	data	data	PROPN
iassist-1007	80	23	science	science	NOUN
iassist-1007	80	24	workforce	workforce	NOUN
iassist-1007	80	25	to	to	PART
iassist-1007	80	26	intelligently	intelligently	ADV
iassist-1007	80	27	contend	contend	VERB
iassist-1007	80	28	with	with	ADP
iassist-1007	80	29	the	the	DET
iassist-1007	80	30	socio	socio	NOUN
iassist-1007	80	31	-	-	PUNCT
iassist-1007	80	32	technical	technical	ADJ
iassist-1007	80	33	complexities	complexity	NOUN
iassist-1007	80	34	of	of	ADP
iassist-1007	80	35	their	their	PRON
iassist-1007	80	36	work	work	NOUN
iassist-1007	80	37	,	,	PUNCT
iassist-1007	80	38	create	create	VERB
iassist-1007	80	39	liberatory	liberatory	ADJ
iassist-1007	80	40	data	datum	NOUN
iassist-1007	80	41	science	science	NOUN
iassist-1007	80	42	pedagogy	pedagogy	NOUN
iassist-1007	80	43	and	and	CCONJ
iassist-1007	80	44	curricula	curricula	PROPN
iassist-1007	80	45	(	(	PUNCT
iassist-1007	80	46	castillo	castillo	PROPN
iassist-1007	80	47	-	-	PUNCT
iassist-1007	80	48	montoya	montoya	PROPN
iassist-1007	80	49	,	,	PUNCT
iassist-1007	80	50	abreu	abreu	PROPN
iassist-1007	80	51	and	and	CCONJ
iassist-1007	80	52	abad	abad	PROPN
iassist-1007	80	53	,	,	PUNCT
iassist-1007	80	54	2019	2019	NUM
iassist-1007	80	55	;	;	PUNCT
iassist-1007	80	56	johnson	johnson	PROPN
iassist-1007	80	57	and	and	CCONJ
iassist-1007	80	58	elliott	elliott	PROPN
iassist-1007	80	59	,	,	PUNCT
iassist-1007	80	60	2020	2020	NUM
iassist-1007	80	61	)	)	PUNCT
iassist-1007	80	62	and	and	CCONJ
iassist-1007	80	63	advocate	advocate	VERB
iassist-1007	80	64	for	for	ADP
iassist-1007	80	65	the	the	DET
iassist-1007	80	66	use	use	NOUN
iassist-1007	80	67	of	of	ADP
iassist-1007	80	68	data	datum	NOUN
iassist-1007	80	69	to	to	PART
iassist-1007	80	70	empower	empower	VERB
iassist-1007	80	71	black	black	ADJ
iassist-1007	80	72	,	,	PUNCT
iassist-1007	80	73	indigenous	indigenous	ADJ
iassist-1007	80	74	and	and	CCONJ
iassist-1007	80	75	marginalized	marginalize	VERB
iassist-1007	80	76	people	people	NOUN
iassist-1007	80	77	of	of	ADP
iassist-1007	80	78	color	color	NOUN
iassist-1007	80	79	.	.	PUNCT
iassist-1007	81	1	fig	fig	NOUN
iassist-1007	81	2	2a	2a	NUM
iassist-1007	81	3	“	"	PUNCT
iassist-1007	81	4	the	the	DET
iassist-1007	81	5	slave	slave	NOUN
iassist-1007	81	6	route	route	NOUN
iassist-1007	81	7	”	"	PUNCT
iassist-1007	81	8	(	(	PUNCT
iassist-1007	81	9	source	source	NOUN
iassist-1007	81	10	:	:	PUNCT
iassist-1007	81	11	unesco	unesco	PROPN
iassist-1007	81	12	2006	2006	NUM
iassist-1007	81	13	)	)	PUNCT
iassist-1007	81	14	fig	fig	NOUN
iassist-1007	81	15	2b	2b	NOUN
iassist-1007	81	16	“	"	PUNCT
iassist-1007	81	17	the	the	DET
iassist-1007	81	18	georgia	georgia	PROPN
iassist-1007	81	19	negro	negro	PROPN
iassist-1007	81	20	”	"	PUNCT
iassist-1007	81	21	(	(	PUNCT
iassist-1007	81	22	source	source	NOUN
iassist-1007	81	23	:	:	PUNCT
iassist-1007	81	24	w.e.b	w.e.b	ADJ
iassist-1007	81	25	.	.	PUNCT
iassist-1007	82	1	dubois	dubois	PROPN
iassist-1007	82	2	,	,	PUNCT
iassist-1007	82	3	1900	1900	NUM
iassist-1007	82	4	)	)	PUNCT
iassist-1007	82	5	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	PUNCT
iassist-1007	82	6	6/8	6/8	NUM
iassist-1007	82	7	monroe	monroe	PROPN
iassist-1007	82	8	-	-	PUNCT
iassist-1007	82	9	white	white	PROPN
iassist-1007	82	10	,	,	PUNCT
iassist-1007	82	11	thema	thema	X
iassist-1007	82	12	(	(	PUNCT
iassist-1007	82	13	2022	2022	NUM
iassist-1007	82	14	)	)	PUNCT
iassist-1007	82	15	emancipating	emancipate	VERB
iassist-1007	82	16	data	datum	NOUN
iassist-1007	82	17	science	science	NOUN
iassist-1007	82	18	for	for	ADP
iassist-1007	82	19	black	black	ADJ
iassist-1007	82	20	and	and	CCONJ
iassist-1007	82	21	indigenous	indigenous	ADJ
iassist-1007	82	22	students	student	NOUN
iassist-1007	82	23	via	via	ADP
iassist-1007	82	24	liberatory	liberatory	ADJ
iassist-1007	82	25	datasets	dataset	NOUN
iassist-1007	82	26	and	and	CCONJ
iassist-1007	82	27	curricula	curricula	NOUN
iassist-1007	82	28	,	,	PUNCT
iassist-1007	82	29	iassist	iassist	VERB
iassist-1007	82	30	quarterly	quarterly	ADJ
iassist-1007	82	31	46(4	46(4	NOUN
iassist-1007	82	32	)	)	PUNCT
iassist-1007	82	33	,	,	PUNCT
iassist-1007	82	34	pp	pp	PROPN
iassist-1007	82	35	.	.	PUNCT
iassist-1007	83	1	1	1	NUM
iassist-1007	83	2	-	-	SYM
iassist-1007	83	3	8	8	NUM
iassist-1007	83	4	.	.	PUNCT
iassist-1007	83	5	doi	doi	NOUN
iassist-1007	83	6	:	:	PUNCT
iassist-1007	83	7	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	X
iassist-1007	83	8	references	reference	NOUN
iassist-1007	83	9	allen	allen	PROPN
iassist-1007	83	10	,	,	PUNCT
iassist-1007	83	11	m.	m.	PROPN
iassist-1007	83	12	j.	j.	PROPN
iassist-1007	83	13	,	,	PUNCT
iassist-1007	83	14	muragishi	muragishi	PROPN
iassist-1007	83	15	,	,	PUNCT
iassist-1007	83	16	g.	g.	PROPN
iassist-1007	83	17	a.	a.	PROPN
iassist-1007	83	18	,	,	PUNCT
iassist-1007	83	19	smith	smith	PROPN
iassist-1007	83	20	,	,	PUNCT
iassist-1007	83	21	j.	j.	PROPN
iassist-1007	83	22	l.	l.	PROPN
iassist-1007	83	23	,	,	PUNCT
iassist-1007	83	24	thoman	thoman	PROPN
iassist-1007	83	25	,	,	PUNCT
iassist-1007	83	26	d.	d.	PROPN
iassist-1007	83	27	b.	b.	PROPN
iassist-1007	83	28	,	,	PUNCT
iassist-1007	83	29	brown	brown	PROPN
iassist-1007	83	30	,	,	PUNCT
iassist-1007	83	31	e.	e.	PROPN
iassist-1007	83	32	r.	r.	PROPN
iassist-1007	83	33	2015	2015	NUM
iassist-1007	83	34	.	.	PUNCT
iassist-1007	84	1	to	to	PART
iassist-1007	84	2	grab	grab	VERB
iassist-1007	84	3	and	and	CCONJ
iassist-1007	84	4	hold	hold	VERB
iassist-1007	84	5	:	:	PUNCT
iassist-1007	84	6	cultivating	cultivate	VERB
iassist-1007	84	7	communal	communal	ADJ
iassist-1007	84	8	goals	goal	NOUN
iassist-1007	84	9	to	to	PART
iassist-1007	84	10	overcome	overcome	VERB
iassist-1007	84	11	cultural	cultural	ADJ
iassist-1007	84	12	and	and	CCONJ
iassist-1007	84	13	structural	structural	ADJ
iassist-1007	84	14	barriers	barrier	NOUN
iassist-1007	84	15	in	in	ADP
iassist-1007	84	16	first	first	ADJ
iassist-1007	84	17	-	-	PUNCT
iassist-1007	84	18	generation	generation	NOUN
iassist-1007	84	19	college	college	NOUN
iassist-1007	84	20	student	student	NOUN
iassist-1007	84	21	’s	’s	PART
iassist-1007	84	22	science	science	NOUN
iassist-1007	84	23	interest	interest	NOUN
iassist-1007	84	24	.	.	PUNCT
iassist-1007	85	1	transl	transl	PROPN
iassist-1007	85	2	issues	issues	PROPN
iassist-1007	85	3	psychol	psychol	PROPN
iassist-1007	85	4	sci	sci	PROPN
iassist-1007	85	5	,	,	PUNCT
iassist-1007	85	6	1	1	NUM
iassist-1007	85	7	,	,	PUNCT
iassist-1007	85	8	pp	pp	ADJ
iassist-1007	85	9	.	.	PUNCT
iassist-1007	86	1	331–341	331–341	NUM
iassist-1007	86	2	.	.	PUNCT
iassist-1007	87	1	alsan	alsan	PROPN
iassist-1007	87	2	,	,	PUNCT
iassist-1007	87	3	m.	m.	NOUN
iassist-1007	87	4	,	,	PUNCT
iassist-1007	87	5	garrick	garrick	PROPN
iassist-1007	87	6	,	,	PUNCT
iassist-1007	87	7	o.	o.	PROPN
iassist-1007	87	8	,	,	PUNCT
iassist-1007	87	9	and	and	CCONJ
iassist-1007	87	10	graziani	graziani	PROPN
iassist-1007	87	11	,	,	PUNCT
iassist-1007	87	12	g.	g.	PROPN
iassist-1007	87	13	2019	2019	NUM
iassist-1007	87	14	.	.	PUNCT
iassist-1007	88	1	does	do	VERB
iassist-1007	88	2	diversity	diversity	NOUN
iassist-1007	88	3	matter	matter	NOUN
iassist-1007	88	4	for	for	ADP
iassist-1007	88	5	health	health	NOUN
iassist-1007	88	6	?	?	PUNCT
iassist-1007	89	1	experimental	experimental	ADJ
iassist-1007	89	2	evidence	evidence	NOUN
iassist-1007	89	3	from	from	ADP
iassist-1007	89	4	oakland	oakland	PROPN
iassist-1007	89	5	.	.	PUNCT
iassist-1007	90	1	american	american	PROPN
iassist-1007	90	2	economic	economic	PROPN
iassist-1007	90	3	review	review	PROPN
iassist-1007	90	4	,	,	PUNCT
iassist-1007	90	5	109(12	109(12	NUM
iassist-1007	90	6	)	)	PUNCT
iassist-1007	90	7	,	,	PUNCT
iassist-1007	90	8	pp	pp	ADP
iassist-1007	90	9	.	.	PUNCT
iassist-1007	91	1	4071	4071	NUM
iassist-1007	91	2	-	-	SYM
iassist-1007	91	3	4111	4111	NUM
iassist-1007	91	4	.	.	PUNCT
iassist-1007	92	1	angwin	angwin	PROPN
iassist-1007	92	2	,	,	PUNCT
iassist-1007	92	3	j.	j.	PROPN
iassist-1007	92	4	,	,	PUNCT
iassist-1007	92	5	larson	larson	PROPN
iassist-1007	92	6	,	,	PUNCT
iassist-1007	92	7	j.	j.	PROPN
iassist-1007	92	8	,	,	PUNCT
iassist-1007	92	9	mattu	mattu	PROPN
iassist-1007	92	10	,	,	PUNCT
iassist-1007	92	11	s.	s.	PROPN
iassist-1007	92	12	,	,	PUNCT
iassist-1007	92	13	and	and	CCONJ
iassist-1007	92	14	kirchner	kirchner	PROPN
iassist-1007	92	15	,	,	PUNCT
iassist-1007	92	16	l.	l.	PROPN
iassist-1007	92	17	2016	2016	NUM
iassist-1007	92	18	.	.	PUNCT
iassist-1007	93	1	machine	machine	NOUN
iassist-1007	93	2	bias	bias	NOUN
iassist-1007	93	3	:	:	PUNCT
iassist-1007	93	4	there	there	PRON
iassist-1007	93	5	’s	’	VERB
iassist-1007	93	6	software	software	NOUN
iassist-1007	93	7	used	use	VERB
iassist-1007	93	8	across	across	ADP
iassist-1007	93	9	the	the	DET
iassist-1007	93	10	country	country	NOUN
iassist-1007	93	11	to	to	PART
iassist-1007	93	12	predict	predict	VERB
iassist-1007	93	13	future	future	ADJ
iassist-1007	93	14	criminals	criminal	NOUN
iassist-1007	93	15	and	and	CCONJ
iassist-1007	93	16	it	it	PRON
iassist-1007	93	17	’s	’	VERB
iassist-1007	93	18	biased	bias	VERB
iassist-1007	93	19	against	against	ADP
iassist-1007	93	20	blacks	black	NOUN
iassist-1007	93	21	.	.	PUNCT
iassist-1007	94	1	https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing	https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentence	VERB
iassist-1007	94	2	banerjee	banerjee	PROPN
iassist-1007	94	3	,	,	PUNCT
iassist-1007	94	4	s.	s.	PROPN
iassist-1007	94	5	2015	2015	NUM
iassist-1007	94	6	.	.	PUNCT
iassist-1007	95	1	citizen	citizen	PROPN
iassist-1007	95	2	data	data	PROPN
iassist-1007	95	3	science	science	NOUN
iassist-1007	95	4	for	for	ADP
iassist-1007	95	5	social	social	ADJ
iassist-1007	95	6	good	good	NOUN
iassist-1007	95	7	:	:	PUNCT
iassist-1007	95	8	case	case	NOUN
iassist-1007	95	9	studies	study	NOUN
iassist-1007	95	10	and	and	CCONJ
iassist-1007	95	11	vignettes	vignette	NOUN
iassist-1007	95	12	from	from	ADP
iassist-1007	95	13	recent	recent	ADJ
iassist-1007	95	14	projects	project	NOUN
iassist-1007	95	15	.	.	PUNCT
iassist-1007	96	1	doi	doi	NOUN
iassist-1007	96	2	:	:	PUNCT
iassist-1007	96	3	10.13140	10.13140	NUM
iassist-1007	96	4	/	/	SYM
iassist-1007	96	5	rg	rg	NOUN
iassist-1007	96	6	.	.	PROPN
iassist-1007	96	7	2.1	2.1	NUM
iassist-1007	96	8	.	.	PUNCT
iassist-1007	97	1	1846.6002	1846.6002	NUM
iassist-1007	97	2	benjamin	benjamin	PROPN
iassist-1007	97	3	,	,	PUNCT
iassist-1007	97	4	r.	r.	PROPN
iassist-1007	97	5	(	(	PUNCT
iassist-1007	97	6	2019	2019	NUM
iassist-1007	97	7	)	)	PUNCT
iassist-1007	97	8	.	.	PUNCT
iassist-1007	98	1	race	race	NOUN
iassist-1007	98	2	after	after	ADP
iassist-1007	98	3	technology	technology	NOUN
iassist-1007	98	4	:	:	PUNCT
iassist-1007	98	5	abolitionist	abolitionist	NOUN
iassist-1007	98	6	tools	tool	NOUN
iassist-1007	98	7	for	for	ADP
iassist-1007	98	8	the	the	DET
iassist-1007	98	9	new	new	ADJ
iassist-1007	98	10	jim	jim	PROPN
iassist-1007	98	11	code	code	PROPN
iassist-1007	98	12	.	.	PUNCT
iassist-1007	99	1	polity	polity	NOUN
iassist-1007	99	2	.	.	PUNCT
iassist-1007	100	1	isbn	isbn	ADJ
iassist-1007	100	2	:	:	PUNCT
iassist-1007	100	3	9781509526390	9781509526390	NUM
iassist-1007	100	4	.	.	PUNCT
iassist-1007	101	1	brahm	brahm	PROPN
iassist-1007	101	2	,	,	PUNCT
iassist-1007	101	3	c.	c.	PROPN
iassist-1007	101	4	,	,	PUNCT
iassist-1007	101	5	sheth	sheth	PROPN
iassist-1007	101	6	,	,	PUNCT
iassist-1007	101	7	a.	a.	PROPN
iassist-1007	101	8	,	,	PUNCT
iassist-1007	101	9	sinha	sinha	NOUN
iassist-1007	101	10	,	,	PUNCT
iassist-1007	101	11	v.	v.	PROPN
iassist-1007	101	12	,	,	PUNCT
iassist-1007	101	13	dai	dai	PROPN
iassist-1007	101	14	,	,	PUNCT
iassist-1007	101	15	j.	j.	PROPN
iassist-1007	101	16	2019	2019	NUM
iassist-1007	101	17	.	.	PUNCT
iassist-1007	102	1	advanced	advanced	ADJ
iassist-1007	102	2	analytics	analytic	NOUN
iassist-1007	102	3	talent	talent	NOUN
iassist-1007	102	4	will	will	AUX
iassist-1007	102	5	double	double	VERB
iassist-1007	102	6	.	.	PUNCT
iassist-1007	103	1	it	it	PRON
iassist-1007	103	2	’s	’	VERB
iassist-1007	103	3	still	still	ADV
iassist-1007	103	4	not	not	PART
iassist-1007	103	5	enough	enough	ADJ
iassist-1007	103	6	.	.	PUNCT
iassist-1007	104	1	bain	bain	NOUN
iassist-1007	104	2	and	and	CCONJ
iassist-1007	104	3	company	company	NOUN
iassist-1007	104	4	.	.	PUNCT
iassist-1007	105	1	https://www.bain.com/insights/advanced-analytics-talent-willdouble-its-still-not-enough-snapchart/#:~:text=thanks%20to%20a%20remarkably%20rapid,occur%20primarily%20outside%	https://www.bain.com/insights/advanced-analytics-talent-willdouble-its-still-not-enough-snapchart/#:~:text=thanks%20to%20a%20remarkably%20rapid,occur%20primarily%20outside%	PROPN
iassist-1007	105	2	20the%20us	20the%20us	PROPN
iassist-1007	105	3	.	.	PUNCT
iassist-1007	106	1	buolamwini	buolamwini	PROPN
iassist-1007	106	2	,	,	PUNCT
iassist-1007	106	3	j.	j.	PROPN
iassist-1007	106	4	,	,	PUNCT
iassist-1007	106	5	and	and	CCONJ
iassist-1007	106	6	gebru	gebru	NOUN
iassist-1007	106	7	,	,	PUNCT
iassist-1007	106	8	t.	t.	NOUN
iassist-1007	106	9	2018	2018	NUM
iassist-1007	106	10	,	,	PUNCT
iassist-1007	106	11	january	january	PROPN
iassist-1007	106	12	.	.	PUNCT
iassist-1007	107	1	gender	gender	NOUN
iassist-1007	107	2	shades	shade	NOUN
iassist-1007	107	3	:	:	PUNCT
iassist-1007	107	4	intersectional	intersectional	ADJ
iassist-1007	107	5	accuracy	accuracy	NOUN
iassist-1007	107	6	disparities	disparity	NOUN
iassist-1007	107	7	in	in	ADP
iassist-1007	107	8	commercial	commercial	ADJ
iassist-1007	107	9	gender	gender	NOUN
iassist-1007	107	10	classification	classification	NOUN
iassist-1007	107	11	.	.	PUNCT
iassist-1007	108	1	in	in	ADP
iassist-1007	108	2	conference	conference	NOUN
iassist-1007	108	3	on	on	ADP
iassist-1007	108	4	fairness	fairness	NOUN
iassist-1007	108	5	,	,	PUNCT
iassist-1007	108	6	accountability	accountability	NOUN
iassist-1007	108	7	and	and	CCONJ
iassist-1007	108	8	transparency	transparency	NOUN
iassist-1007	108	9	.	.	PUNCT
iassist-1007	109	1	pp	pp	ADV
iassist-1007	109	2	.	.	PUNCT
iassist-1007	110	1	77	77	NUM
iassist-1007	110	2	-	-	SYM
iassist-1007	110	3	91	91	NUM
iassist-1007	110	4	.	.	PUNCT
iassist-1007	110	5	pmlr	pmlr	NOUN
iassist-1007	110	6	.	.	PUNCT
iassist-1007	111	1	https://proceedings.mlr.press/v81/buolamwini18a.html	https://proceedings.mlr.press/v81/buolamwini18a.html	PUNCT
iassist-1007	111	2	castillo	castillo	PROPN
iassist-1007	111	3	-	-	PUNCT
iassist-1007	111	4	montoya	montoya	PROPN
iassist-1007	111	5	,	,	PUNCT
iassist-1007	111	6	m.	m.	NOUN
iassist-1007	111	7	,	,	PUNCT
iassist-1007	111	8	abreu	abreu	PROPN
iassist-1007	111	9	,	,	PUNCT
iassist-1007	111	10	j.	j.	PROPN
iassist-1007	111	11	,	,	PUNCT
iassist-1007	111	12	and	and	CCONJ
iassist-1007	111	13	abad	abad	PROPN
iassist-1007	111	14	,	,	PUNCT
iassist-1007	111	15	a.	a.	NOUN
iassist-1007	111	16	2019	2019	NUM
iassist-1007	111	17	.	.	PUNCT
iassist-1007	112	1	racially	racially	ADV
iassist-1007	112	2	liberatory	liberatory	ADJ
iassist-1007	112	3	pedagogy	pedagogy	NOUN
iassist-1007	112	4	:	:	PUNCT
iassist-1007	112	5	a	a	DET
iassist-1007	112	6	black	black	ADJ
iassist-1007	112	7	lives	life	NOUN
iassist-1007	112	8	matter	matter	VERB
iassist-1007	112	9	approach	approach	NOUN
iassist-1007	112	10	to	to	ADP
iassist-1007	112	11	education	education	NOUN
iassist-1007	112	12	.	.	PUNCT
iassist-1007	113	1	international	international	ADJ
iassist-1007	113	2	journal	journal	PROPN
iassist-1007	113	3	of	of	ADP
iassist-1007	113	4	qualitative	qualitative	ADJ
iassist-1007	113	5	studies	study	NOUN
iassist-1007	113	6	in	in	ADP
iassist-1007	113	7	education	education	NOUN
iassist-1007	113	8	,	,	PUNCT
iassist-1007	113	9	32(9	32(9	NUM
iassist-1007	113	10	)	)	PUNCT
iassist-1007	113	11	,	,	PUNCT
iassist-1007	113	12	pp	pp	PROPN
iassist-1007	113	13	.	.	PUNCT
iassist-1007	114	1	1125	1125	NUM
iassist-1007	114	2	-	-	SYM
iassist-1007	114	3	1145	1145	NUM
iassist-1007	114	4	.	.	PUNCT
iassist-1007	115	1	https://doi.org/10.1080/09518398.2019.1645904	https://doi.org/10.1080/09518398.2019.1645904	PROPN
iassist-1007	115	2	dressel	dressel	PROPN
iassist-1007	115	3	,	,	PUNCT
iassist-1007	115	4	j.	j.	PROPN
iassist-1007	115	5	,	,	PUNCT
iassist-1007	115	6	and	and	CCONJ
iassist-1007	115	7	farid	farid	PROPN
iassist-1007	115	8	,	,	PUNCT
iassist-1007	115	9	h.	h.	PROPN
iassist-1007	115	10	2018	2018	NUM
iassist-1007	115	11	.	.	PUNCT
iassist-1007	116	1	the	the	DET
iassist-1007	116	2	accuracy	accuracy	NOUN
iassist-1007	116	3	,	,	PUNCT
iassist-1007	116	4	fairness	fairness	NOUN
iassist-1007	116	5	,	,	PUNCT
iassist-1007	116	6	and	and	CCONJ
iassist-1007	116	7	limits	limit	NOUN
iassist-1007	116	8	of	of	ADP
iassist-1007	116	9	predicting	predict	VERB
iassist-1007	116	10	recidivism	recidivism	NOUN
iassist-1007	116	11	.	.	PUNCT
iassist-1007	117	1	science	science	NOUN
iassist-1007	117	2	advances	advance	NOUN
iassist-1007	117	3	,	,	PUNCT
iassist-1007	117	4	4(1	4(1	NOUN
iassist-1007	117	5	)	)	PUNCT
iassist-1007	117	6	,	,	PUNCT
iassist-1007	117	7	eaao5580	eaao5580	PROPN
iassist-1007	117	8	.	.	PUNCT
iassist-1007	118	1	doi	doi	NOUN
iassist-1007	118	2	:	:	PUNCT
iassist-1007	118	3	10.1126	10.1126	NUM
iassist-1007	118	4	/	/	SYM
iassist-1007	118	5	sciadv.aao5580	sciadv.aao5580	PROPN
iassist-1007	118	6	drury	drury	PROPN
iassist-1007	118	7	,	,	PUNCT
iassist-1007	118	8	b.	b.	PROPN
iassist-1007	118	9	j.	j.	PROPN
iassist-1007	118	10	,	,	PUNCT
iassist-1007	118	11	siy	siy	PROPN
iassist-1007	118	12	,	,	PUNCT
iassist-1007	118	13	j.	j.	PROPN
iassist-1007	118	14	o.	o.	PROPN
iassist-1007	118	15	,	,	PUNCT
iassist-1007	118	16	and	and	CCONJ
iassist-1007	118	17	cheryan	cheryan	PROPN
iassist-1007	118	18	,	,	PUNCT
iassist-1007	118	19	s.	s.	PROPN
iassist-1007	118	20	2011	2011	NUM
iassist-1007	118	21	.	.	PUNCT
iassist-1007	119	1	when	when	SCONJ
iassist-1007	119	2	do	do	AUX
iassist-1007	119	3	female	female	ADJ
iassist-1007	119	4	role	role	NOUN
iassist-1007	119	5	models	model	NOUN
iassist-1007	119	6	benefit	benefit	VERB
iassist-1007	119	7	women	woman	NOUN
iassist-1007	119	8	?	?	PUNCT
iassist-1007	120	1	the	the	DET
iassist-1007	120	2	importance	importance	NOUN
iassist-1007	120	3	of	of	ADP
iassist-1007	120	4	differentiating	differentiate	VERB
iassist-1007	120	5	recruitment	recruitment	NOUN
iassist-1007	120	6	from	from	ADP
iassist-1007	120	7	retention	retention	NOUN
iassist-1007	120	8	in	in	ADP
iassist-1007	120	9	stem	stem	NOUN
iassist-1007	120	10	.	.	PUNCT
iassist-1007	121	1	psychological	psychological	ADJ
iassist-1007	121	2	inquiry	inquiry	NOUN
iassist-1007	121	3	,	,	PUNCT
iassist-1007	121	4	22(4	22(4	NUM
iassist-1007	121	5	)	)	PUNCT
iassist-1007	121	6	,	,	PUNCT
iassist-1007	121	7	pp	pp	ADJ
iassist-1007	121	8	.	.	PUNCT
iassist-1007	122	1	265	265	NUM
iassist-1007	122	2	-	-	SYM
iassist-1007	122	3	269	269	NUM
iassist-1007	122	4	.	.	PUNCT
iassist-1007	123	1	https://doi.org/10.1080/1047840x.2011.620935	https://doi.org/10.1080/1047840x.2011.620935	PROPN
iassist-1007	123	2	duranton	duranton	PROPN
iassist-1007	123	3	,	,	PUNCT
iassist-1007	123	4	j.	j.	PROPN
iassist-1007	123	5	,	,	PUNCT
iassist-1007	123	6	erlenbach	erlenbach	PROPN
iassist-1007	123	7	,	,	PUNCT
iassist-1007	123	8	j.	j.	PROPN
iassist-1007	123	9	,	,	PUNCT
iassist-1007	123	10	brégé	brégé	NOUN
iassist-1007	123	11	,	,	PUNCT
iassist-1007	123	12	c.	c.	PROPN
iassist-1007	123	13	,	,	PUNCT
iassist-1007	123	14	danziger	danziger	PROPN
iassist-1007	123	15	,	,	PUNCT
iassist-1007	123	16	j.	j.	PROPN
iassist-1007	123	17	,	,	PUNCT
iassist-1007	123	18	gallego	gallego	NOUN
iassist-1007	123	19	,	,	PUNCT
iassist-1007	123	20	a.	a.	NOUN
iassist-1007	123	21	,	,	PUNCT
iassist-1007	123	22	and	and	CCONJ
iassist-1007	123	23	pauly	pauly	PROPN
iassist-1007	123	24	,	,	PUNCT
iassist-1007	123	25	m.	m.	NOUN
iassist-1007	123	26	,	,	PUNCT
iassist-1007	123	27	2020	2020	NUM
iassist-1007	123	28	.	.	PUNCT
iassist-1007	124	1	what	what	PRON
iassist-1007	124	2	’s	’s	AUX
iassist-1007	124	3	keeping	keep	VERB
iassist-1007	124	4	women	woman	NOUN
iassist-1007	124	5	out	out	ADP
iassist-1007	124	6	of	of	ADP
iassist-1007	124	7	data	data	NOUN
iassist-1007	124	8	science	science	NOUN
iassist-1007	124	9	?	?	PUNCT
iassist-1007	125	1	boston	boston	PROPN
iassist-1007	125	2	consulting	consulting	PROPN
iassist-1007	125	3	group	group	NOUN
iassist-1007	125	4	.	.	PUNCT
iassist-1007	126	1	https://www.bcg.com/publications/2020/what-keeps-women-out-data-science.aspx	https://www.bcg.com/publications/2020/what-keeps-women-out-data-science.aspx	PRON
iassist-1007	126	2	flores	flore	NOUN
iassist-1007	126	3	,	,	PUNCT
iassist-1007	126	4	a.	a.	PROPN
iassist-1007	126	5	w.	w.	PROPN
iassist-1007	126	6	,	,	PUNCT
iassist-1007	126	7	bechtel	bechtel	PROPN
iassist-1007	126	8	,	,	PUNCT
iassist-1007	126	9	k.	k.	PROPN
iassist-1007	126	10	,	,	PUNCT
iassist-1007	126	11	and	and	CCONJ
iassist-1007	126	12	lowenkamp	lowenkamp	NOUN
iassist-1007	126	13	,	,	PUNCT
iassist-1007	126	14	c.	c.	PROPN
iassist-1007	126	15	t.	t.	PROPN
iassist-1007	126	16	2016	2016	NUM
iassist-1007	126	17	.	.	PUNCT
iassist-1007	127	1	false	false	ADJ
iassist-1007	127	2	positives	positive	NOUN
iassist-1007	127	3	,	,	PUNCT
iassist-1007	127	4	false	false	ADJ
iassist-1007	127	5	negatives	negative	NOUN
iassist-1007	127	6	,	,	PUNCT
iassist-1007	127	7	and	and	CCONJ
iassist-1007	127	8	false	false	ADJ
iassist-1007	127	9	analyses	analysis	NOUN
iassist-1007	127	10	:	:	PUNCT
iassist-1007	127	11	a	a	DET
iassist-1007	127	12	rejoinder	rejoinder	NOUN
iassist-1007	127	13	to	to	ADP
iassist-1007	127	14	machine	machine	NOUN
iassist-1007	127	15	bias	bias	NOUN
iassist-1007	127	16	:	:	PUNCT
iassist-1007	127	17	there	there	PRON
iassist-1007	127	18	's	be	VERB
iassist-1007	127	19	software	software	NOUN
iassist-1007	127	20	used	use	VERB
iassist-1007	127	21	across	across	ADP
iassist-1007	127	22	the	the	DET
iassist-1007	127	23	country	country	NOUN
iassist-1007	127	24	to	to	PART
iassist-1007	127	25	predict	predict	VERB
iassist-1007	127	26	future	future	ADJ
iassist-1007	127	27	criminals	criminal	NOUN
iassist-1007	127	28	.	.	PUNCT
iassist-1007	128	1	and	and	CCONJ
iassist-1007	128	2	it	it	PRON
iassist-1007	128	3	's	be	AUX
iassist-1007	128	4	biased	bias	VERB
iassist-1007	128	5	against	against	ADP
iassist-1007	128	6	blacks	black	NOUN
iassist-1007	128	7	.	.	PUNCT
iassist-1007	129	1	fed	fed	PROPN
iassist-1007	129	2	.	.	PUNCT
iassist-1007	130	1	probation	probation	PROPN
iassist-1007	130	2	,	,	PUNCT
iassist-1007	130	3	80(38	80(38	NUM
iassist-1007	130	4	)	)	PUNCT
iassist-1007	130	5	.	.	PUNCT
iassist-1007	131	1	https://www.uscourts.gov/federal-probation-journal/2016/09/false-positives-falsenegatives-and-false-analyses-rejoinder	https://www.uscourts.gov/federal-probation-journal/2016/09/false-positives-falsenegatives-and-false-analyses-rejoinder	PROPN
iassist-1007	131	2	fox	fox	PROPN
iassist-1007	131	3	,	,	PUNCT
iassist-1007	131	4	m.	m.	PROPN
iassist-1007	131	5	f.	f.	PROPN
iassist-1007	131	6	,	,	PUNCT
iassist-1007	131	7	sonnert	sonnert	NOUN
iassist-1007	131	8	,	,	PUNCT
iassist-1007	131	9	g.	g.	PROPN
iassist-1007	131	10	,	,	PUNCT
iassist-1007	131	11	and	and	CCONJ
iassist-1007	131	12	nikiforova	nikiforova	PROPN
iassist-1007	131	13	,	,	PUNCT
iassist-1007	131	14	i.	i.	PROPN
iassist-1007	131	15	2009	2009	NUM
iassist-1007	131	16	.	.	PUNCT
iassist-1007	132	1	successful	successful	ADJ
iassist-1007	132	2	programs	program	NOUN
iassist-1007	132	3	for	for	ADP
iassist-1007	132	4	undergraduate	undergraduate	ADJ
iassist-1007	132	5	women	woman	NOUN
iassist-1007	132	6	in	in	ADP
iassist-1007	132	7	science	science	NOUN
iassist-1007	132	8	and	and	CCONJ
iassist-1007	132	9	engineering	engineering	NOUN
iassist-1007	132	10	:	:	PUNCT
iassist-1007	132	11	adapting	adapt	VERB
iassist-1007	132	12	versus	versus	ADP
iassist-1007	132	13	adopting	adopt	VERB
iassist-1007	132	14	the	the	DET
iassist-1007	132	15	institutional	institutional	ADJ
iassist-1007	132	16	environment	environment	NOUN
iassist-1007	132	17	.	.	PUNCT
iassist-1007	133	1	research	research	NOUN
iassist-1007	133	2	in	in	ADP
iassist-1007	133	3	higher	high	ADJ
iassist-1007	133	4	education	education	NOUN
iassist-1007	133	5	,	,	PUNCT
iassist-1007	133	6	50(4	50(4	NUM
iassist-1007	133	7	)	)	PUNCT
iassist-1007	133	8	,	,	PUNCT
iassist-1007	133	9	pp	pp	ADP
iassist-1007	133	10	.	.	PUNCT
iassist-1007	134	1	333	333	NUM
iassist-1007	134	2	-	-	SYM
iassist-1007	134	3	353	353	NUM
iassist-1007	134	4	.	.	PUNCT
iassist-1007	135	1	https://rdcu.be/cuwrd	https://rdcu.be/cuwrd	PROPN
iassist-1007	135	2	garvie	garvie	PROPN
iassist-1007	135	3	,	,	PUNCT
iassist-1007	135	4	c.	c.	PROPN
iassist-1007	135	5	,	,	PUNCT
iassist-1007	135	6	bedoya	bedoya	PROPN
iassist-1007	135	7	,	,	PUNCT
iassist-1007	135	8	a.	a.	NOUN
iassist-1007	135	9	m.	m.	NOUN
iassist-1007	135	10	,	,	PUNCT
iassist-1007	135	11	and	and	CCONJ
iassist-1007	135	12	frankle	frankle	ADV
iassist-1007	135	13	,	,	PUNCT
iassist-1007	135	14	j.	j.	PROPN
iassist-1007	135	15	2019	2019	NUM
iassist-1007	135	16	.	.	PUNCT
iassist-1007	136	1	the	the	DET
iassist-1007	136	2	perpetual	perpetual	ADJ
iassist-1007	136	3	line	line	NOUN
iassist-1007	136	4	-	-	PUNCT
iassist-1007	136	5	up	up	NOUN
iassist-1007	136	6	.	.	PUNCT
iassist-1007	137	1	unregulated	unregulated	ADJ
iassist-1007	137	2	police	police	NOUN
iassist-1007	137	3	face	face	NOUN
iassist-1007	137	4	recognition	recognition	NOUN
iassist-1007	137	5	in	in	ADP
iassist-1007	137	6	america	america	PROPN
iassist-1007	137	7	.	.	PUNCT
iassist-1007	138	1	georgetown	georgetown	PROPN
iassist-1007	138	2	law	law	PROPN
iassist-1007	138	3	center	center	PROPN
iassist-1007	138	4	on	on	ADP
iassist-1007	138	5	privacy	privacy	NOUN
iassist-1007	138	6	and	and	CCONJ
iassist-1007	138	7	technology	technology	NOUN
iassist-1007	138	8	.	.	PUNCT
iassist-1007	139	1	https://www.perpetuallineup.org/	https://www.perpetuallineup.org/	PROPN
iassist-1007	139	2	gershenson	gershenson	PROPN
iassist-1007	139	3	,	,	PUNCT
iassist-1007	139	4	s.	s.	PROPN
iassist-1007	139	5	,	,	PUNCT
iassist-1007	139	6	hart	hart	PROPN
iassist-1007	139	7	,	,	PUNCT
iassist-1007	139	8	c.	c.	PROPN
iassist-1007	139	9	m.	m.	PROPN
iassist-1007	139	10	,	,	PUNCT
iassist-1007	139	11	hyman	hyman	PROPN
iassist-1007	139	12	,	,	PUNCT
iassist-1007	139	13	j.	j.	PROPN
iassist-1007	139	14	,	,	PUNCT
iassist-1007	139	15	lindsay	lindsay	PROPN
iassist-1007	139	16	,	,	PUNCT
iassist-1007	139	17	c.	c.	PROPN
iassist-1007	139	18	,	,	PUNCT
iassist-1007	139	19	and	and	CCONJ
iassist-1007	139	20	papageorge	papageorge	NOUN
iassist-1007	139	21	,	,	PUNCT
iassist-1007	139	22	n.	n.	PROPN
iassist-1007	139	23	w.	w.	PROPN
iassist-1007	139	24	2018	2018	NUM
iassist-1007	139	25	.	.	PUNCT
iassist-1007	140	1	the	the	DET
iassist-1007	140	2	long	long	ADV
iassist-1007	140	3	-	-	PUNCT
iassist-1007	140	4	run	run	NOUN
iassist-1007	140	5	impacts	impact	NOUN
iassist-1007	140	6	of	of	ADP
iassist-1007	140	7	same	same	ADJ
iassist-1007	140	8	-	-	PUNCT
iassist-1007	140	9	race	race	NOUN
iassist-1007	140	10	teachers	teacher	NOUN
iassist-1007	140	11	(	(	PUNCT
iassist-1007	140	12	no	no	INTJ
iassist-1007	140	13	.	.	PUNCT
iassist-1007	140	14	w25254	w25254	PROPN
iassist-1007	140	15	)	)	PUNCT
iassist-1007	140	16	.	.	PUNCT
iassist-1007	141	1	national	national	PROPN
iassist-1007	141	2	bureau	bureau	PROPN
iassist-1007	141	3	of	of	ADP
iassist-1007	141	4	economic	economic	ADJ
iassist-1007	141	5	research	research	NOUN
iassist-1007	141	6	.	.	PUNCT
iassist-1007	142	1	harnham	harnham	PROPN
iassist-1007	142	2	report	report	PROPN
iassist-1007	142	3	.	.	PUNCT
iassist-1007	143	1	2021	2021	NUM
iassist-1007	143	2	.	.	PUNCT
iassist-1007	144	1	“	"	PUNCT
iassist-1007	144	2	usa	usa	NOUN
iassist-1007	144	3	diversity	diversity	NOUN
iassist-1007	144	4	in	in	ADP
iassist-1007	144	5	data	datum	NOUN
iassist-1007	144	6	and	and	CCONJ
iassist-1007	144	7	analytics	analytic	NOUN
iassist-1007	144	8	:	:	PUNCT
iassist-1007	144	9	a	a	DET
iassist-1007	144	10	review	review	NOUN
iassist-1007	144	11	of	of	ADP
iassist-1007	144	12	diversity	diversity	NOUN
iassist-1007	144	13	within	within	ADP
iassist-1007	144	14	the	the	DET
iassist-1007	144	15	data	datum	NOUN
iassist-1007	144	16	and	and	CCONJ
iassist-1007	144	17	analytics	analytic	NOUN
iassist-1007	144	18	industry	industry	NOUN
iassist-1007	144	19	in	in	ADP
iassist-1007	144	20	2019	2019	NUM
iassist-1007	144	21	”	"	PUNCT
iassist-1007	144	22	https://www.harnham.com/harnham-data-analyticsdiversity-report	https://www.harnham.com/harnham-data-analyticsdiversity-report	NOUN
iassist-1007	144	23	.	.	PUNCT
iassist-1007	144	24	accessed	access	VERB
iassist-1007	144	25	:	:	PUNCT
iassist-1007	144	26	september	september	PROPN
iassist-1007	144	27	4	4	NUM
iassist-1007	144	28	,	,	PUNCT
iassist-1007	144	29	2022	2022	NUM
iassist-1007	144	30	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	PRON
iassist-1007	144	31	https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentencing	https://www.propublica.org/article/machine-bias-risk-assessments-in-criminal-sentence	VERB
iassist-1007	144	32	https://www.bain.com/insights/advanced-analytics-talent-will-double-its-still-not-enough-snap-chart/#:~:text=thanks%20to%20a%20remarkably%20rapid,occur%20primarily%20outside%20the%20us	https://www.bain.com/insights/advanced-analytics-talent-will-double-its-still-not-enough-snap-chart/#:~:text=thanks%20to%20a%20remarkably%20rapid,occur%20primarily%20outside%20the%20u	NOUN
iassist-1007	144	33	https://www.bain.com/insights/advanced-analytics-talent-will-double-its-still-not-enough-snap-chart/#:~:text=thanks%20to%20a%20remarkably%20rapid,occur%20primarily%20outside%20the%20us	https://www.bain.com/insights/advanced-analytics-talent-will-double-its-still-not-enough-snap-chart/#:~:text=thanks%20to%20a%20remarkably%20rapid,occur%20primarily%20outside%20the%20us	PROPN
iassist-1007	144	34	https://www.bain.com/insights/advanced-analytics-talent-will-double-its-still-not-enough-snap-chart/#:~:text=thanks%20to%20a%20remarkably%20rapid,occur%20primarily%20outside%20the%20us	https://www.bain.com/insights/advanced-analytics-talent-will-double-its-still-not-enough-snap-chart/#:~:text=thanks%20to%20a%20remarkably%20rapid,occur%20primarily%20outside%20the%20us	PROPN
iassist-1007	144	35	https://www.bain.com/insights/advanced-analytics-talent-will-double-its-still-not-enough-snap-chart/#:~:text=thanks%20to%20a%20remarkably%20rapid,occur%20primarily%20outside%20the%20us	https://www.bain.com/insights/advanced-analytics-talent-will-double-its-still-not-enough-snap-chart/#:~:text=thanks%20to%20a%20remarkably%20rapid,occur%20primarily%20outside%20the%20us	VERB
iassist-1007	144	36	https://proceedings.mlr.press/v81/buolamwini18a.html	https://proceedings.mlr.press/v81/buolamwini18a.html	PRON
iassist-1007	144	37	https://doi.org/10.1080/09518398.2019.1645904	https://doi.org/10.1080/09518398.2019.1645904	PUNCT
iassist-1007	145	1	https://doi.org/10.1126/sciadv.aao5580	https://doi.org/10.1126/sciadv.aao5580	ADJ
iassist-1007	145	2	https://psycnet-apa-org.ucheck.berry.edu/doi/10.1080/1047840x.2011.620935	https://psycnet-apa-org.ucheck.berry.edu/doi/10.1080/1047840x.2011.620935	ADV
iassist-1007	145	3	https://www.bcg.com/publications/2020/what-keeps-women-out-data-science.aspx	https://www.bcg.com/publications/2020/what-keeps-women-out-data-science.aspx	PRON
iassist-1007	145	4	https://www.uscourts.gov/federal-probation-journal/2016/09/false-positives-false-negatives-and-false-analyses-rejoinder	https://www.uscourts.gov/federal-probation-journal/2016/09/false-positives-false-negatives-and-false-analyses-rejoinder	ADV
iassist-1007	145	5	https://www.uscourts.gov/federal-probation-journal/2016/09/false-positives-false-negatives-and-false-analyses-rejoinder	https://www.uscourts.gov/federal-probation-journal/2016/09/false-positives-false-negatives-and-false-analyses-rejoinder	X
iassist-1007	145	6	https://rdcu.be/cuwrd	https://rdcu.be/cuwrd	PUNCT
iassist-1007	145	7	https://www.perpetuallineup.org/	https://www.perpetuallineup.org/	NOUN
iassist-1007	145	8	https://www.harnham.com/harnham-data-analytics-diversity-report	https://www.harnham.com/harnham-data-analytics-diversity-report	X
iassist-1007	145	9	https://www.harnham.com/harnham-data-analytics-diversity-report	https://www.harnham.com/harnham-data-analytics-diversity-report	X
iassist-1007	145	10	7/8	7/8	NUM
iassist-1007	145	11	monroe	monroe	NOUN
iassist-1007	145	12	-	-	PUNCT
iassist-1007	145	13	white	white	ADJ
iassist-1007	145	14	,	,	PUNCT
iassist-1007	145	15	thema	thema	X
iassist-1007	145	16	(	(	PUNCT
iassist-1007	145	17	2022	2022	NUM
iassist-1007	145	18	)	)	PUNCT
iassist-1007	145	19	emancipating	emancipate	VERB
iassist-1007	145	20	data	datum	NOUN
iassist-1007	145	21	science	science	NOUN
iassist-1007	145	22	for	for	ADP
iassist-1007	145	23	black	black	ADJ
iassist-1007	145	24	and	and	CCONJ
iassist-1007	145	25	indigenous	indigenous	ADJ
iassist-1007	145	26	students	student	NOUN
iassist-1007	145	27	via	via	ADP
iassist-1007	145	28	liberatory	liberatory	ADJ
iassist-1007	145	29	datasets	dataset	NOUN
iassist-1007	145	30	and	and	CCONJ
iassist-1007	145	31	curricula	curricula	NOUN
iassist-1007	145	32	,	,	PUNCT
iassist-1007	145	33	iassist	iassist	VERB
iassist-1007	145	34	quarterly	quarterly	ADJ
iassist-1007	145	35	46(4	46(4	NOUN
iassist-1007	145	36	)	)	PUNCT
iassist-1007	145	37	,	,	PUNCT
iassist-1007	145	38	pp	pp	PROPN
iassist-1007	145	39	.	.	PUNCT
iassist-1007	146	1	1	1	NUM
iassist-1007	146	2	-	-	SYM
iassist-1007	146	3	8	8	NUM
iassist-1007	146	4	.	.	PUNCT
iassist-1007	146	5	doi	doi	NOUN
iassist-1007	146	6	:	:	PUNCT
iassist-1007	146	7	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	PUNCT
iassist-1007	146	8	ho	ho	PROPN
iassist-1007	146	9	,	,	PUNCT
iassist-1007	146	10	a.	a.	NOUN
iassist-1007	146	11	,	,	PUNCT
iassist-1007	146	12	nguyen	nguyen	PROPN
iassist-1007	146	13	,	,	PUNCT
iassist-1007	146	14	a.	a.	NOUN
iassist-1007	146	15	,	,	PUNCT
iassist-1007	146	16	pafford	pafford	PROPN
iassist-1007	146	17	,	,	PUNCT
iassist-1007	146	18	j.l	j.l	PROPN
iassist-1007	146	19	.	.	PROPN
iassist-1007	146	20	and	and	CCONJ
iassist-1007	146	21	slater	slater	PROPN
iassist-1007	146	22	,	,	PUNCT
iassist-1007	146	23	r.	r.	PROPN
iassist-1007	146	24	,	,	PUNCT
iassist-1007	146	25	2019	2019	NUM
iassist-1007	146	26	.	.	PUNCT
iassist-1007	147	1	a	a	DET
iassist-1007	147	2	data	data	NOUN
iassist-1007	147	3	science	science	NOUN
iassist-1007	147	4	approach	approach	NOUN
iassist-1007	147	5	to	to	ADP
iassist-1007	147	6	defining	define	VERB
iassist-1007	147	7	a	a	DET
iassist-1007	147	8	data	data	NOUN
iassist-1007	147	9	scientist	scientist	NOUN
iassist-1007	147	10	.	.	PUNCT
iassist-1007	148	1	smu	smu	PROPN
iassist-1007	148	2	data	data	PROPN
iassist-1007	148	3	science	science	PROPN
iassist-1007	148	4	review	review	PROPN
iassist-1007	148	5	,	,	PUNCT
iassist-1007	148	6	2(3	2(3	NUM
iassist-1007	148	7	)	)	PUNCT
iassist-1007	148	8	,	,	PUNCT
iassist-1007	148	9	pp	pp	ADJ
iassist-1007	148	10	.	.	PUNCT
iassist-1007	149	1	4	4	X
iassist-1007	149	2	.	.	X
iassist-1007	150	1	https://scholar.smu.edu/datasciencereview/vol2/iss3/4	https://scholar.smu.edu/datasciencereview/vol2/iss3/4	PROPN
iassist-1007	150	2	jackson	jackson	PROPN
iassist-1007	150	3	,	,	PUNCT
iassist-1007	150	4	l.	l.	PROPN
iassist-1007	150	5	f.	f.	PROPN
iassist-1007	150	6	,	,	PUNCT
iassist-1007	150	7	kuhlman	kuhlman	PROPN
iassist-1007	150	8	,	,	PUNCT
iassist-1007	150	9	c.	c.	PROPN
iassist-1007	150	10	,	,	PUNCT
iassist-1007	150	11	jackson	jackson	PROPN
iassist-1007	150	12	,	,	PUNCT
iassist-1007	150	13	f.	f.	PROPN
iassist-1007	150	14	l.	l.	PROPN
iassist-1007	150	15	,	,	PUNCT
iassist-1007	150	16	and	and	CCONJ
iassist-1007	150	17	fox	fox	PROPN
iassist-1007	150	18	,	,	PUNCT
iassist-1007	150	19	k.	k.	PROPN
iassist-1007	150	20	2019	2019	NUM
iassist-1007	150	21	.	.	PUNCT
iassist-1007	150	22	including	include	VERB
iassist-1007	150	23	vulnerable	vulnerable	ADJ
iassist-1007	150	24	populations	population	NOUN
iassist-1007	150	25	in	in	ADP
iassist-1007	150	26	the	the	DET
iassist-1007	150	27	assessment	assessment	NOUN
iassist-1007	150	28	of	of	ADP
iassist-1007	150	29	data	datum	NOUN
iassist-1007	150	30	from	from	ADP
iassist-1007	150	31	vulnerable	vulnerable	ADJ
iassist-1007	150	32	populations	population	NOUN
iassist-1007	150	33	.	.	PUNCT
iassist-1007	151	1	frontiers	frontier	NOUN
iassist-1007	151	2	in	in	ADP
iassist-1007	151	3	big	big	ADJ
iassist-1007	151	4	data	datum	NOUN
iassist-1007	151	5	,	,	PUNCT
iassist-1007	151	6	2(19	2(19	NUM
iassist-1007	151	7	)	)	PUNCT
iassist-1007	151	8	.	.	PUNCT
iassist-1007	152	1	10.3389	10.3389	NUM
iassist-1007	152	2	/	/	SYM
iassist-1007	152	3	fdata.2019.00019	fdata.2019.00019	PROPN
iassist-1007	152	4	johnson	johnson	PROPN
iassist-1007	152	5	,	,	PUNCT
iassist-1007	152	6	a.	a.	PROPN
iassist-1007	152	7	,	,	PUNCT
iassist-1007	152	8	and	and	CCONJ
iassist-1007	152	9	elliott	elliott	PROPN
iassist-1007	152	10	,	,	PUNCT
iassist-1007	152	11	s.	s.	PROPN
iassist-1007	152	12	2020	2020	NUM
iassist-1007	152	13	.	.	PUNCT
iassist-1007	153	1	culturally	culturally	ADV
iassist-1007	153	2	relevant	relevant	ADJ
iassist-1007	153	3	pedagogy	pedagogy	NOUN
iassist-1007	153	4	:	:	PUNCT
iassist-1007	153	5	a	a	DET
iassist-1007	153	6	model	model	NOUN
iassist-1007	153	7	to	to	PART
iassist-1007	153	8	guide	guide	VERB
iassist-1007	153	9	cultural	cultural	ADJ
iassist-1007	153	10	transformation	transformation	NOUN
iassist-1007	153	11	in	in	ADP
iassist-1007	153	12	stem	stem	NOUN
iassist-1007	153	13	departments	department	NOUN
iassist-1007	153	14	.	.	PUNCT
iassist-1007	154	1	journal	journal	NOUN
iassist-1007	154	2	of	of	ADP
iassist-1007	154	3	microbiology	microbiology	NOUN
iassist-1007	154	4	and	and	CCONJ
iassist-1007	154	5	biology	biology	NOUN
iassist-1007	154	6	education	education	NOUN
iassist-1007	154	7	,	,	PUNCT
iassist-1007	154	8	21(1	21(1	NUM
iassist-1007	154	9	)	)	PUNCT
iassist-1007	154	10	,	,	PUNCT
iassist-1007	154	11	21.1.35	21.1.35	NUM
iassist-1007	154	12	.	.	PUNCT
iassist-1007	155	1	https://doi.org/10.1128/jmbe.v21i1.2097	https://doi.org/10.1128/jmbe.v21i1.2097	PROPN
iassist-1007	155	2	kelly	kelly	PROPN
iassist-1007	155	3	,	,	PUNCT
iassist-1007	155	4	p.	p.	PROPN
iassist-1007	155	5	j.	j.	PROPN
iassist-1007	156	1	2005	2005	NUM
iassist-1007	156	2	.	.	PUNCT
iassist-1007	157	1	as	as	SCONJ
iassist-1007	157	2	america	america	PROPN
iassist-1007	157	3	becomes	become	VERB
iassist-1007	157	4	more	more	ADV
iassist-1007	157	5	diverse	diverse	ADJ
iassist-1007	157	6	:	:	PUNCT
iassist-1007	157	7	the	the	DET
iassist-1007	157	8	impact	impact	NOUN
iassist-1007	157	9	of	of	ADP
iassist-1007	157	10	state	state	NOUN
iassist-1007	157	11	higher	high	ADJ
iassist-1007	157	12	education	education	NOUN
iassist-1007	157	13	inequality	inequality	NOUN
iassist-1007	157	14	.	.	PUNCT
iassist-1007	158	1	national	national	ADJ
iassist-1007	158	2	center	center	NOUN
iassist-1007	158	3	for	for	ADP
iassist-1007	158	4	higher	high	ADJ
iassist-1007	158	5	education	education	NOUN
iassist-1007	158	6	management	management	NOUN
iassist-1007	158	7	systems	system	NOUN
iassist-1007	158	8	(	(	PUNCT
iassist-1007	158	9	nchems	nchem	NOUN
iassist-1007	158	10	)	)	PUNCT
iassist-1007	158	11	.	.	PUNCT
iassist-1007	159	1	https://eric.ed.gov/?id=ed512586	https://eric.ed.gov/?id=ed512586	PROPN
iassist-1007	159	2	ladson	ladson	PROPN
iassist-1007	159	3	-	-	NOUN
iassist-1007	159	4	billings	billing	NOUN
iassist-1007	159	5	,	,	PUNCT
iassist-1007	159	6	g.	g.	PROPN
iassist-1007	159	7	2008	2008	NUM
iassist-1007	159	8	.	.	PUNCT
iassist-1007	160	1	yes	yes	INTJ
iassist-1007	160	2	,	,	PUNCT
iassist-1007	160	3	but	but	CCONJ
iassist-1007	160	4	how	how	SCONJ
iassist-1007	160	5	do	do	AUX
iassist-1007	160	6	we	we	PRON
iassist-1007	160	7	do	do	VERB
iassist-1007	160	8	it	it	PRON
iassist-1007	160	9	?	?	PUNCT
iassist-1007	160	10	:	:	PUNCT
iassist-1007	160	11	practicing	practice	VERB
iassist-1007	160	12	culturally	culturally	ADV
iassist-1007	160	13	relevant	relevant	ADJ
iassist-1007	160	14	pedagogy	pedagogy	NOUN
iassist-1007	160	15	.	.	PUNCT
iassist-1007	161	1	city	city	NOUN
iassist-1007	161	2	kids	kids	PROPN
iassist-1007	161	3	,	,	PUNCT
iassist-1007	161	4	city	city	NOUN
iassist-1007	161	5	schools	school	NOUN
iassist-1007	161	6	:	:	PUNCT
iassist-1007	161	7	more	more	ADJ
iassist-1007	161	8	reports	report	NOUN
iassist-1007	161	9	from	from	ADP
iassist-1007	161	10	the	the	DET
iassist-1007	161	11	front	front	ADJ
iassist-1007	161	12	row	row	NOUN
iassist-1007	161	13	,	,	PUNCT
iassist-1007	161	14	pp	pp	ADP
iassist-1007	161	15	.	.	PUNCT
iassist-1007	162	1	162–177	162–177	NUM
iassist-1007	162	2	.	.	PUNCT
iassist-1007	163	1	larnell	larnell	PROPN
iassist-1007	163	2	,	,	PUNCT
iassist-1007	163	3	g.	g.	PROPN
iassist-1007	163	4	v.	v.	PROPN
iassist-1007	163	5	,	,	PUNCT
iassist-1007	163	6	bullock	bullock	PROPN
iassist-1007	163	7	,	,	PUNCT
iassist-1007	163	8	e.	e.	PROPN
iassist-1007	163	9	c.	c.	PROPN
iassist-1007	163	10	,	,	PUNCT
iassist-1007	163	11	&	&	CCONJ
iassist-1007	163	12	jett	jett	PROPN
iassist-1007	163	13	,	,	PUNCT
iassist-1007	163	14	c.	c.	PROPN
iassist-1007	163	15	c.	c.	PROPN
iassist-1007	163	16	(	(	PUNCT
iassist-1007	163	17	2016	2016	NUM
iassist-1007	163	18	)	)	PUNCT
iassist-1007	163	19	.	.	PUNCT
iassist-1007	164	1	rethinking	rethink	VERB
iassist-1007	164	2	teaching	teaching	NOUN
iassist-1007	164	3	and	and	CCONJ
iassist-1007	164	4	learning	learn	VERB
iassist-1007	164	5	mathematics	mathematic	NOUN
iassist-1007	164	6	for	for	ADP
iassist-1007	164	7	social	social	ADJ
iassist-1007	164	8	justice	justice	NOUN
iassist-1007	164	9	from	from	ADP
iassist-1007	164	10	a	a	DET
iassist-1007	164	11	critical	critical	ADJ
iassist-1007	164	12	race	race	NOUN
iassist-1007	164	13	perspective	perspective	NOUN
iassist-1007	164	14	.	.	PUNCT
iassist-1007	165	1	journal	journal	NOUN
iassist-1007	165	2	of	of	ADP
iassist-1007	165	3	education	education	NOUN
iassist-1007	165	4	,	,	PUNCT
iassist-1007	165	5	196(1	196(1	NUM
iassist-1007	165	6	)	)	PUNCT
iassist-1007	165	7	,	,	PUNCT
iassist-1007	165	8	19	19	NUM
iassist-1007	165	9	-	-	SYM
iassist-1007	165	10	29	29	NUM
iassist-1007	165	11	.	.	PUNCT
iassist-1007	166	1	https://doi.org/10.1177/002205741619600104	https://doi.org/10.1177/002205741619600104	NOUN
iassist-1007	166	2	manovich	manovich	PROPN
iassist-1007	166	3	,	,	PUNCT
iassist-1007	166	4	l.	l.	PROPN
iassist-1007	166	5	2015	2015	NUM
iassist-1007	166	6	.	.	PUNCT
iassist-1007	167	1	data	datum	NOUN
iassist-1007	167	2	science	science	NOUN
iassist-1007	167	3	and	and	CCONJ
iassist-1007	167	4	digital	digital	ADJ
iassist-1007	167	5	art	art	NOUN
iassist-1007	167	6	history	history	NOUN
iassist-1007	167	7	.	.	PUNCT
iassist-1007	168	1	international	international	ADJ
iassist-1007	168	2	journal	journal	NOUN
iassist-1007	168	3	for	for	ADP
iassist-1007	168	4	digital	digital	ADJ
iassist-1007	168	5	art	art	NOUN
iassist-1007	168	6	history	history	NOUN
iassist-1007	168	7	,	,	PUNCT
iassist-1007	168	8	(	(	PUNCT
iassist-1007	168	9	1	1	NUM
iassist-1007	168	10	)	)	PUNCT
iassist-1007	168	11	.	.	PUNCT
iassist-1007	169	1	https://doi.org/10.11588/dah.2015.1.21631	https://doi.org/10.11588/dah.2015.1.21631	PROPN
iassist-1007	169	2	marshall	marshall	PROPN
iassist-1007	169	3	,	,	PUNCT
iassist-1007	169	4	b.	b.	PROPN
iassist-1007	169	5	,	,	PUNCT
iassist-1007	169	6	and	and	CCONJ
iassist-1007	169	7	geier	geier	NOUN
iassist-1007	169	8	,	,	PUNCT
iassist-1007	169	9	s.	s.	PROPN
iassist-1007	169	10	2019	2019	NUM
iassist-1007	169	11	.	.	PUNCT
iassist-1007	170	1	“	"	PUNCT
iassist-1007	170	2	targeted	target	VERB
iassist-1007	170	3	curricular	curricular	ADJ
iassist-1007	170	4	innovations	innovation	NOUN
iassist-1007	170	5	in	in	ADP
iassist-1007	170	6	data	datum	NOUN
iassist-1007	170	7	science	science	NOUN
iassist-1007	170	8	,	,	PUNCT
iassist-1007	170	9	”	"	PUNCT
iassist-1007	170	10	2019	2019	NUM
iassist-1007	170	11	ieee	ieee	NOUN
iassist-1007	170	12	frontiers	frontier	NOUN
iassist-1007	170	13	in	in	ADP
iassist-1007	170	14	education	education	NOUN
iassist-1007	170	15	conference	conference	NOUN
iassist-1007	170	16	(	(	PUNCT
iassist-1007	170	17	fie	fie	NOUN
iassist-1007	170	18	)	)	PUNCT
iassist-1007	170	19	,	,	PUNCT
iassist-1007	170	20	2019	2019	NUM
iassist-1007	170	21	,	,	PUNCT
iassist-1007	170	22	pp	pp	ADJ
iassist-1007	170	23	.	.	PUNCT
iassist-1007	171	1	1	1	NUM
iassist-1007	171	2	-	-	SYM
iassist-1007	171	3	8	8	NUM
iassist-1007	171	4	,	,	PUNCT
iassist-1007	171	5	doi	doi	NOUN
iassist-1007	171	6	:	:	PUNCT
iassist-1007	171	7	10.1109	10.1109	NUM
iassist-1007	171	8	/	/	SYM
iassist-1007	171	9	fie43999.2019.9028491	fie43999.2019.9028491	PROPN
iassist-1007	171	10	mcgee	mcgee	PROPN
iassist-1007	171	11	,	,	PUNCT
iassist-1007	171	12	e.	e.	PROPN
iassist-1007	171	13	o.	o.	PROPN
iassist-1007	171	14	,	,	PUNCT
iassist-1007	171	15	and	and	CCONJ
iassist-1007	171	16	bentley	bentley	PROPN
iassist-1007	171	17	,	,	PUNCT
iassist-1007	171	18	l.	l.	PROPN
iassist-1007	171	19	c.	c.	PROPN
iassist-1007	171	20	2017	2017	NUM
iassist-1007	171	21	.	.	PUNCT
iassist-1007	172	1	the	the	DET
iassist-1007	172	2	equity	equity	NOUN
iassist-1007	172	3	ethic	ethic	NOUN
iassist-1007	172	4	:	:	PUNCT
iassist-1007	172	5	black	black	ADJ
iassist-1007	172	6	and	and	CCONJ
iassist-1007	172	7	latinx	latinx	NOUN
iassist-1007	172	8	college	college	NOUN
iassist-1007	172	9	students	student	NOUN
iassist-1007	172	10	reengineering	reengineere	VERB
iassist-1007	172	11	their	their	PRON
iassist-1007	172	12	stem	stem	NOUN
iassist-1007	172	13	careers	career	NOUN
iassist-1007	172	14	toward	toward	ADP
iassist-1007	172	15	justice	justice	NOUN
iassist-1007	172	16	.	.	PUNCT
iassist-1007	173	1	american	american	PROPN
iassist-1007	173	2	journal	journal	PROPN
iassist-1007	173	3	of	of	ADP
iassist-1007	173	4	education	education	NOUN
iassist-1007	173	5	,	,	PUNCT
iassist-1007	173	6	124(1	124(1	NUM
iassist-1007	173	7	)	)	PUNCT
iassist-1007	173	8	,	,	PUNCT
iassist-1007	173	9	pp	pp	ADP
iassist-1007	173	10	.	.	PUNCT
iassist-1007	174	1	1–36	1–36	PROPN
iassist-1007	174	2	.	.	PUNCT
iassist-1007	174	3	merton	merton	PROPN
iassist-1007	174	4	,	,	PUNCT
iassist-1007	174	5	r.	r.	PROPN
iassist-1007	174	6	k.	k.	PROPN
iassist-1007	174	7	1949	1949	NUM
iassist-1007	174	8	.	.	PUNCT
iassist-1007	175	1	the	the	DET
iassist-1007	175	2	role	role	NOUN
iassist-1007	175	3	of	of	ADP
iassist-1007	175	4	applied	apply	VERB
iassist-1007	175	5	social	social	ADJ
iassist-1007	175	6	science	science	NOUN
iassist-1007	175	7	in	in	ADP
iassist-1007	175	8	the	the	DET
iassist-1007	175	9	formation	formation	NOUN
iassist-1007	175	10	of	of	ADP
iassist-1007	175	11	policy	policy	NOUN
iassist-1007	175	12	:	:	PUNCT
iassist-1007	175	13	a	a	DET
iassist-1007	175	14	research	research	NOUN
iassist-1007	175	15	memorandum	memorandum	NOUN
iassist-1007	175	16	.	.	PUNCT
iassist-1007	176	1	philosophy	philosophy	NOUN
iassist-1007	176	2	of	of	ADP
iassist-1007	176	3	science	science	NOUN
iassist-1007	176	4	,	,	PUNCT
iassist-1007	176	5	16(3	16(3	NOUN
iassist-1007	176	6	)	)	PUNCT
iassist-1007	176	7	,	,	PUNCT
iassist-1007	176	8	pp	pp	PROPN
iassist-1007	176	9	.	.	PUNCT
iassist-1007	177	1	161	161	NUM
iassist-1007	177	2	-	-	SYM
iassist-1007	177	3	181	181	NUM
iassist-1007	177	4	.	.	PUNCT
iassist-1007	177	5	https://www.jstor.org/stable/185512	https://www.jstor.org/stable/185512	PROPN
iassist-1007	177	6	miller	miller	PROPN
iassist-1007	177	7	,	,	PUNCT
iassist-1007	177	8	p.	p.	PROPN
iassist-1007	177	9	h.	h.	PROPN
iassist-1007	177	10	,	,	PUNCT
iassist-1007	177	11	rosser	rosser	PROPN
iassist-1007	177	12	,	,	PUNCT
iassist-1007	177	13	s.	s.	PROPN
iassist-1007	177	14	v.	v.	PROPN
iassist-1007	177	15	,	,	PUNCT
iassist-1007	177	16	benigno	benigno	PROPN
iassist-1007	177	17	,	,	PUNCT
iassist-1007	177	18	j.	j.	PROPN
iassist-1007	177	19	p.	p.	PROPN
iassist-1007	177	20	,	,	PUNCT
iassist-1007	177	21	zieseniss	zieseniss	NUM
iassist-1007	177	22	,	,	PUNCT
iassist-1007	177	23	m.	m.	NOUN
iassist-1007	177	24	2000	2000	NUM
iassist-1007	177	25	.	.	PUNCT
iassist-1007	178	1	a	a	DET
iassist-1007	178	2	desire	desire	NOUN
iassist-1007	178	3	to	to	PART
iassist-1007	178	4	help	help	VERB
iassist-1007	178	5	others	other	NOUN
iassist-1007	178	6	:	:	PUNCT
iassist-1007	178	7	goals	goal	NOUN
iassist-1007	178	8	of	of	ADP
iassist-1007	178	9	high	high	ADJ
iassist-1007	178	10	achieving	achieve	VERB
iassist-1007	178	11	female	female	ADJ
iassist-1007	178	12	science	science	NOUN
iassist-1007	178	13	undergraduates	undergraduate	NOUN
iassist-1007	178	14	.	.	PUNCT
iassist-1007	179	1	women	woman	NOUN
iassist-1007	179	2	's	's	PART
iassist-1007	179	3	studies	study	NOUN
iassist-1007	179	4	quarterly	quarterly	ADV
iassist-1007	179	5	,	,	PUNCT
iassist-1007	179	6	28(1–2	28(1–2	PROPN
iassist-1007	179	7	)	)	PUNCT
iassist-1007	179	8	,	,	PUNCT
iassist-1007	179	9	pp	pp	ADP
iassist-1007	179	10	.	.	PUNCT
iassist-1007	180	1	128–142	128–142	NUM
iassist-1007	180	2	.	.	PUNCT
iassist-1007	181	1	https://www.jstor.org/stable/40004449	https://www.jstor.org/stable/40004449	PROPN
iassist-1007	181	2	miller	miller	PROPN
iassist-1007	181	3	,	,	PUNCT
iassist-1007	181	4	s.	s.	PROPN
iassist-1007	181	5	,	,	PUNCT
iassist-1007	181	6	and	and	CCONJ
iassist-1007	181	7	hughes	hughes	PROPN
iassist-1007	181	8	,	,	PUNCT
iassist-1007	181	9	d.	d.	PROPN
iassist-1007	181	10	2017	2017	NUM
iassist-1007	181	11	.	.	PUNCT
iassist-1007	182	1	the	the	DET
iassist-1007	182	2	quant	quant	ADJ
iassist-1007	182	3	crunch	crunch	NOUN
iassist-1007	182	4	:	:	PUNCT
iassist-1007	182	5	how	how	SCONJ
iassist-1007	182	6	the	the	DET
iassist-1007	182	7	demand	demand	NOUN
iassist-1007	182	8	for	for	ADP
iassist-1007	182	9	data	datum	NOUN
iassist-1007	182	10	science	science	NOUN
iassist-1007	182	11	skills	skill	NOUN
iassist-1007	182	12	is	be	AUX
iassist-1007	182	13	disrupting	disrupt	VERB
iassist-1007	182	14	the	the	DET
iassist-1007	182	15	job	job	NOUN
iassist-1007	182	16	market	market	NOUN
iassist-1007	182	17	.	.	PUNCT
iassist-1007	183	1	burning	burn	VERB
iassist-1007	183	2	glass	glass	NOUN
iassist-1007	183	3	technologies	technology	NOUN
iassist-1007	183	4	.	.	PUNCT
iassist-1007	184	1	https://www.bhef.com/publications/quant-crunch-how-demand-data-science-skillsdisrupting-job-market	https://www.bhef.com/publications/quant-crunch-how-demand-data-science-skillsdisrupting-job-market	NOUN
iassist-1007	184	2	monarrez	monarrez	PROPN
iassist-1007	184	3	,	,	PUNCT
iassist-1007	184	4	t.	t.	PROPN
iassist-1007	184	5	,	,	PUNCT
iassist-1007	184	6	&	&	CCONJ
iassist-1007	184	7	washington	washington	PROPN
iassist-1007	184	8	,	,	PUNCT
iassist-1007	184	9	k.	k.	PROPN
iassist-1007	184	10	(	(	PUNCT
iassist-1007	184	11	2020	2020	NUM
iassist-1007	184	12	)	)	PUNCT
iassist-1007	184	13	.	.	PUNCT
iassist-1007	185	1	racial	racial	ADJ
iassist-1007	185	2	and	and	CCONJ
iassist-1007	185	3	ethnic	ethnic	ADJ
iassist-1007	185	4	segregation	segregation	NOUN
iassist-1007	185	5	within	within	ADP
iassist-1007	185	6	colleges	college	NOUN
iassist-1007	185	7	.	.	PUNCT
iassist-1007	186	1	research	research	NOUN
iassist-1007	186	2	report	report	NOUN
iassist-1007	186	3	.	.	PUNCT
iassist-1007	187	1	urban	urban	PROPN
iassist-1007	187	2	institute	institute	PROPN
iassist-1007	187	3	.	.	PUNCT
iassist-1007	188	1	https://www.urban.org/sites/default/files/publication/103279/racial-and-ethnicsegregation-within-colleges.pdf	https://www.urban.org/sites/default/files/publication/103279/racial-and-ethnicsegregation-within-colleges.pdf	PROPN
iassist-1007	188	2	monroe	monroe	PROPN
iassist-1007	188	3	-	-	PUNCT
iassist-1007	188	4	white	white	PROPN
iassist-1007	188	5	,	,	PUNCT
iassist-1007	188	6	t.	t.	PROPN
iassist-1007	188	7	;	;	PUNCT
iassist-1007	188	8	marshall	marshall	PROPN
iassist-1007	188	9	,	,	PUNCT
iassist-1007	188	10	b.	b.	PROPN
iassist-1007	188	11	;	;	PUNCT
iassist-1007	188	12	and	and	CCONJ
iassist-1007	188	13	contreras	contrera	NOUN
iassist-1007	188	14	-	-	PUNCT
iassist-1007	188	15	palacios	palacio	NOUN
iassist-1007	188	16	,	,	PUNCT
iassist-1007	188	17	h.	h.	PROPN
iassist-1007	188	18	(	(	PUNCT
iassist-1007	188	19	august	august	PROPN
iassist-1007	188	20	,	,	PUNCT
iassist-1007	188	21	2022	2022	NUM
iassist-1007	188	22	)	)	PUNCT
iassist-1007	188	23	,	,	PUNCT
iassist-1007	188	24	“	"	PUNCT
iassist-1007	188	25	social	social	ADJ
iassist-1007	188	26	exclusion	exclusion	NOUN
iassist-1007	188	27	in	in	ADP
iassist-1007	188	28	data	data	NOUN
iassist-1007	188	29	science	science	NOUN
iassist-1007	188	30	:	:	PUNCT
iassist-1007	188	31	a	a	DET
iassist-1007	188	32	critical	critical	ADJ
iassist-1007	188	33	exploration	exploration	NOUN
iassist-1007	188	34	of	of	ADP
iassist-1007	188	35	disparate	disparate	ADJ
iassist-1007	188	36	representation	representation	NOUN
iassist-1007	188	37	in	in	ADP
iassist-1007	188	38	higher	high	ADJ
iassist-1007	188	39	education	education	NOUN
iassist-1007	188	40	”	"	PUNCT
iassist-1007	188	41	(	(	PUNCT
iassist-1007	188	42	2022	2022	NUM
iassist-1007	188	43	)	)	PUNCT
iassist-1007	188	44	.	.	PUNCT
iassist-1007	189	1	amcis	amcis	ADV
iassist-1007	189	2	2022	2022	NUM
iassist-1007	189	3	proceedings	proceeding	NOUN
iassist-1007	189	4	.	.	PUNCT
iassist-1007	190	1	9	9	X
iassist-1007	190	2	.	.	X
iassist-1007	190	3	https://aisel.aisnet.org/amcis2022/sig_si/sig_si/9	https://aisel.aisnet.org/amcis2022/sig_si/sig_si/9	PROPN
iassist-1007	190	4	monroe	monroe	PROPN
iassist-1007	190	5	-	-	PUNCT
iassist-1007	190	6	white	white	PROPN
iassist-1007	190	7	,	,	PUNCT
iassist-1007	190	8	t.	t.	NOUN
iassist-1007	190	9	(	(	PUNCT
iassist-1007	190	10	2021	2021	NUM
iassist-1007	190	11	,	,	PUNCT
iassist-1007	190	12	june	june	PROPN
iassist-1007	190	13	)	)	PUNCT
iassist-1007	190	14	.	.	PUNCT
iassist-1007	191	1	emancipatory	emancipatory	ADJ
iassist-1007	191	2	data	datum	NOUN
iassist-1007	191	3	science	science	NOUN
iassist-1007	191	4	:	:	PUNCT
iassist-1007	191	5	a	a	DET
iassist-1007	191	6	liberatory	liberatory	ADJ
iassist-1007	191	7	framework	framework	NOUN
iassist-1007	191	8	for	for	ADP
iassist-1007	191	9	mitigating	mitigate	VERB
iassist-1007	191	10	data	datum	NOUN
iassist-1007	191	11	harms	harm	NOUN
iassist-1007	191	12	and	and	CCONJ
iassist-1007	191	13	fostering	foster	VERB
iassist-1007	191	14	social	social	ADJ
iassist-1007	191	15	transformation	transformation	NOUN
iassist-1007	191	16	.	.	PUNCT
iassist-1007	192	1	in	in	ADP
iassist-1007	192	2	proceedings	proceeding	NOUN
iassist-1007	192	3	of	of	ADP
iassist-1007	192	4	the	the	DET
iassist-1007	192	5	2021	2021	NUM
iassist-1007	192	6	on	on	ADP
iassist-1007	192	7	computers	computer	NOUN
iassist-1007	192	8	and	and	CCONJ
iassist-1007	192	9	people	people	NOUN
iassist-1007	192	10	research	research	NOUN
iassist-1007	192	11	conference	conference	NOUN
iassist-1007	192	12	(	(	PUNCT
iassist-1007	192	13	pp	pp	ADJ
iassist-1007	192	14	.	.	PUNCT
iassist-1007	192	15	23	23	NUM
iassist-1007	192	16	-	-	SYM
iassist-1007	192	17	30	30	NUM
iassist-1007	192	18	)	)	PUNCT
iassist-1007	192	19	.	.	PUNCT
iassist-1007	193	1	https://doi.org/10.1145/3458026.3462161	https://doi.org/10.1145/3458026.3462161	PROPN
iassist-1007	193	2	monroe	monroe	PROPN
iassist-1007	193	3	-	-	PUNCT
iassist-1007	193	4	white	white	ADJ
iassist-1007	193	5	,	,	PUNCT
iassist-1007	193	6	t.	t.	PROPN
iassist-1007	193	7	,	,	PUNCT
iassist-1007	193	8	marshall	marshall	PROPN
iassist-1007	193	9	,	,	PUNCT
iassist-1007	193	10	b.	b.	PROPN
iassist-1007	193	11	,	,	PUNCT
iassist-1007	193	12	&	&	CCONJ
iassist-1007	193	13	contreras	contreras	PROPN
iassist-1007	193	14	-	-	PUNCT
iassist-1007	193	15	palacios	palacio	NOUN
iassist-1007	193	16	,	,	PUNCT
iassist-1007	193	17	h.	h.	PROPN
iassist-1007	193	18	(	(	PUNCT
iassist-1007	193	19	2021	2021	NUM
iassist-1007	193	20	,	,	PUNCT
iassist-1007	193	21	february	february	PROPN
iassist-1007	193	22	)	)	PUNCT
iassist-1007	193	23	.	.	PUNCT
iassist-1007	194	1	waking	wake	VERB
iassist-1007	194	2	up	up	ADP
iassist-1007	194	3	to	to	ADP
iassist-1007	194	4	marginalization	marginalization	NOUN
iassist-1007	194	5	:	:	PUNCT
iassist-1007	194	6	public	public	ADJ
iassist-1007	194	7	value	value	NOUN
iassist-1007	194	8	failures	failure	NOUN
iassist-1007	194	9	in	in	ADP
iassist-1007	194	10	artificial	artificial	ADJ
iassist-1007	194	11	intelligence	intelligence	NOUN
iassist-1007	194	12	and	and	CCONJ
iassist-1007	194	13	data	datum	NOUN
iassist-1007	194	14	science	science	NOUN
iassist-1007	194	15	in	in	ADP
iassist-1007	194	16	aaai	aaai	PROPN
iassist-1007	194	17	2021	2021	NUM
iassist-1007	194	18	workshop	workshop	NOUN
iassist-1007	194	19	on	on	ADP
iassist-1007	194	20	diversity	diversity	NOUN
iassist-1007	194	21	in	in	ADP
iassist-1007	194	22	artificial	artificial	ADJ
iassist-1007	194	23	intelligence	intelligence	NOUN
iassist-1007	194	24	.	.	PUNCT
iassist-1007	195	1	proceedings	proceeding	NOUN
iassist-1007	195	2	of	of	ADP
iassist-1007	195	3	machine	machine	NOUN
iassist-1007	195	4	learning	learn	VERB
iassist-1007	195	5	research	research	NOUN
iassist-1007	195	6	.	.	PUNCT
iassist-1007	196	1	https://proceedings.mlr.press/v142/monroe-white21a.html	https://proceedings.mlr.press/v142/monroe-white21a.html	PROPN
iassist-1007	196	2	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	X
iassist-1007	196	3	https://scholar.smu.edu/datasciencereview/vol2/iss3/4	https://scholar.smu.edu/datasciencereview/vol2/iss3/4	PROPN
iassist-1007	196	4	https://doi.org/10.3389%2ffdata.2019.00019	https://doi.org/10.3389%2ffdata.2019.00019	PROPN
iassist-1007	196	5	https://doi.org/10.1128/jmbe.v21i1.2097	https://doi.org/10.1128/jmbe.v21i1.2097	NUM
iassist-1007	196	6	https://eric.ed.gov/?id=ed512586	https://eric.ed.gov/?id=ed512586	ADJ
iassist-1007	196	7	https://doi.org/10.1177/002205741619600104	https://doi.org/10.1177/002205741619600104	X
iassist-1007	197	1	https://doi.org/10.11588/dah.2015.1.21631	https://doi.org/10.11588/dah.2015.1.21631	PROPN
iassist-1007	197	2	https://www.jstor.org/stable/185512	https://www.jstor.org/stable/185512	PROPN
iassist-1007	197	3	https://www.jstor.org/stable/40004449	https://www.jstor.org/stable/40004449	PROPN
iassist-1007	197	4	https://www.bhef.com/publications/quant-crunch-how-demand-data-science-skills-disrupting-job-market	https://www.bhef.com/publications/quant-crunch-how-demand-data-science-skills-disrupting-job-market	NOUN
iassist-1007	197	5	https://www.bhef.com/publications/quant-crunch-how-demand-data-science-skills-disrupting-job-market	https://www.bhef.com/publications/quant-crunch-how-demand-data-science-skills-disrupting-job-market	NOUN
iassist-1007	197	6	https://www.urban.org/sites/default/files/publication/103279/racial-and-ethnic-segregation-within-colleges.pdf	https://www.urban.org/sites/default/files/publication/103279/racial-and-ethnic-segregation-within-colleges.pdf	PROPN
iassist-1007	197	7	https://www.urban.org/sites/default/files/publication/103279/racial-and-ethnic-segregation-within-colleges.pdf	https://www.urban.org/sites/default/files/publication/103279/racial-and-ethnic-segregation-within-colleges.pdf	NOUN
iassist-1007	197	8	https://aisel.aisnet.org/amcis2022/sig_si/sig_si/9	https://aisel.aisnet.org/amcis2022/sig_si/sig_si/9	PROPN
iassist-1007	197	9	https://doi.org/10.1145/3458026.3462161	https://doi.org/10.1145/3458026.3462161	VERB
iassist-1007	197	10	https://proceedings.mlr.press/v142/monroe-white21a.html	https://proceedings.mlr.press/v142/monroe-white21a.html	PROPN
iassist-1007	197	11	8/8	8/8	NUM
iassist-1007	197	12	monroe	monroe	PROPN
iassist-1007	197	13	-	-	PUNCT
iassist-1007	197	14	white	white	ADJ
iassist-1007	197	15	,	,	PUNCT
iassist-1007	197	16	thema	thema	X
iassist-1007	197	17	(	(	PUNCT
iassist-1007	197	18	2022	2022	NUM
iassist-1007	197	19	)	)	PUNCT
iassist-1007	197	20	emancipating	emancipate	VERB
iassist-1007	197	21	data	datum	NOUN
iassist-1007	197	22	science	science	NOUN
iassist-1007	197	23	for	for	ADP
iassist-1007	197	24	black	black	ADJ
iassist-1007	197	25	and	and	CCONJ
iassist-1007	197	26	indigenous	indigenous	ADJ
iassist-1007	197	27	students	student	NOUN
iassist-1007	197	28	via	via	ADP
iassist-1007	197	29	liberatory	liberatory	ADJ
iassist-1007	197	30	datasets	dataset	NOUN
iassist-1007	197	31	and	and	CCONJ
iassist-1007	197	32	curricula	curricula	NOUN
iassist-1007	197	33	,	,	PUNCT
iassist-1007	197	34	iassist	iassist	VERB
iassist-1007	197	35	quarterly	quarterly	ADJ
iassist-1007	197	36	46(4	46(4	NOUN
iassist-1007	197	37	)	)	PUNCT
iassist-1007	197	38	,	,	PUNCT
iassist-1007	198	1	pp	pp	PROPN
iassist-1007	198	2	.	.	PUNCT
iassist-1007	199	1	1	1	NUM
iassist-1007	199	2	-	-	SYM
iassist-1007	199	3	8	8	NUM
iassist-1007	199	4	.	.	PUNCT
iassist-1007	199	5	doi	doi	NOUN
iassist-1007	199	6	:	:	PUNCT
iassist-1007	199	7	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	PUNCT
iassist-1007	199	8	monroe	monroe	PROPN
iassist-1007	199	9	-	-	PUNCT
iassist-1007	199	10	white	white	PROPN
iassist-1007	199	11	,	,	PUNCT
iassist-1007	199	12	t.	t.	PROPN
iassist-1007	199	13	and	and	CCONJ
iassist-1007	199	14	marshall	marshall	PROPN
iassist-1007	199	15	,	,	PUNCT
iassist-1007	199	16	b.	b.	PROPN
iassist-1007	199	17	2019	2019	NUM
iassist-1007	199	18	.	.	PUNCT
iassist-1007	200	1	"	"	PUNCT
iassist-1007	200	2	data	data	NOUN
iassist-1007	200	3	science	science	NOUN
iassist-1007	200	4	intelligence	intelligence	NOUN
iassist-1007	200	5	:	:	PUNCT
iassist-1007	200	6	mitigating	mitigate	VERB
iassist-1007	200	7	public	public	ADJ
iassist-1007	200	8	value	value	NOUN
iassist-1007	200	9	failures	failure	NOUN
iassist-1007	200	10	using	use	VERB
iassist-1007	200	11	pair	pair	NOUN
iassist-1007	200	12	principles	principle	NOUN
iassist-1007	200	13	"	"	PUNCT
iassist-1007	200	14	proceedings	proceeding	NOUN
iassist-1007	200	15	of	of	ADP
iassist-1007	200	16	the	the	DET
iassist-1007	200	17	2019	2019	NUM
iassist-1007	200	18	pre	pre	NOUN
iassist-1007	200	19	-	-	PROPN
iassist-1007	200	20	icis	icis	ADJ
iassist-1007	200	21	sigdsa	sigdsa	PROPN
iassist-1007	200	22	symposium	symposium	NOUN
iassist-1007	200	23	.	.	PUNCT
iassist-1007	201	1	4	4	NUM
iassist-1007	201	2	.	.	PUNCT
iassist-1007	201	3	https://aisel.aisnet.org/sigdsa2019/4	https://aisel.aisnet.org/sigdsa2019/4	PROPN
iassist-1007	201	4	naphan‐kingery	naphan‐kingery	PROPN
iassist-1007	201	5	,	,	PUNCT
iassist-1007	201	6	d.	d.	PROPN
iassist-1007	201	7	e.	e.	PROPN
iassist-1007	201	8	,	,	PUNCT
iassist-1007	201	9	miles	mile	NOUN
iassist-1007	201	10	,	,	PUNCT
iassist-1007	201	11	m.	m.	NOUN
iassist-1007	201	12	,	,	PUNCT
iassist-1007	201	13	brockman	brockman	PROPN
iassist-1007	201	14	,	,	PUNCT
iassist-1007	201	15	a.	a.	PROPN
iassist-1007	201	16	,	,	PUNCT
iassist-1007	201	17	mckane	mckane	PROPN
iassist-1007	201	18	,	,	PUNCT
iassist-1007	201	19	r.	r.	PROPN
iassist-1007	201	20	,	,	PUNCT
iassist-1007	201	21	botchway	botchway	NOUN
iassist-1007	201	22	,	,	PUNCT
iassist-1007	201	23	p.	p.	NOUN
iassist-1007	201	24	,	,	PUNCT
iassist-1007	201	25	and	and	CCONJ
iassist-1007	201	26	mcgee	mcgee	PROPN
iassist-1007	201	27	,	,	PUNCT
iassist-1007	201	28	e.	e.	PROPN
iassist-1007	201	29	2019	2019	NUM
iassist-1007	201	30	.	.	PUNCT
iassist-1007	202	1	investigation	investigation	NOUN
iassist-1007	202	2	of	of	ADP
iassist-1007	202	3	an	an	DET
iassist-1007	202	4	equity	equity	NOUN
iassist-1007	202	5	ethic	ethic	ADJ
iassist-1007	202	6	in	in	ADP
iassist-1007	202	7	engineering	engineering	NOUN
iassist-1007	202	8	and	and	CCONJ
iassist-1007	202	9	computing	compute	VERB
iassist-1007	202	10	doctoral	doctoral	ADJ
iassist-1007	202	11	students	student	NOUN
iassist-1007	202	12	.	.	PUNCT
iassist-1007	203	1	journal	journal	NOUN
iassist-1007	203	2	of	of	ADP
iassist-1007	203	3	engineering	engineering	NOUN
iassist-1007	203	4	education	education	NOUN
iassist-1007	203	5	,	,	PUNCT
iassist-1007	203	6	108(3	108(3	NUM
iassist-1007	203	7	)	)	PUNCT
iassist-1007	203	8	,	,	PUNCT
iassist-1007	203	9	pp	pp	ADP
iassist-1007	203	10	.	.	PUNCT
iassist-1007	204	1	337	337	NUM
iassist-1007	204	2	-	-	SYM
iassist-1007	204	3	354	354	NUM
iassist-1007	204	4	.	.	PUNCT
iassist-1007	205	1	https://doi.org/10.1002/jee.20284	https://doi.org/10.1002/jee.20284	PROPN
iassist-1007	205	2	national	national	PROPN
iassist-1007	205	3	science	science	PROPN
iassist-1007	205	4	foundation	foundation	PROPN
iassist-1007	205	5	.	.	PUNCT
iassist-1007	206	1	2017	2017	NUM
iassist-1007	206	2	.	.	PUNCT
iassist-1007	207	1	women	woman	NOUN
iassist-1007	207	2	,	,	PUNCT
iassist-1007	207	3	minorities	minority	NOUN
iassist-1007	207	4	,	,	PUNCT
iassist-1007	207	5	and	and	CCONJ
iassist-1007	207	6	persons	person	NOUN
iassist-1007	207	7	with	with	ADP
iassist-1007	207	8	disabilities	disability	NOUN
iassist-1007	207	9	in	in	ADP
iassist-1007	207	10	science	science	NOUN
iassist-1007	207	11	and	and	CCONJ
iassist-1007	207	12	engineering	engineering	NOUN
iassist-1007	207	13	.	.	PUNCT
iassist-1007	208	1	special	special	ADJ
iassist-1007	208	2	report	report	PROPN
iassist-1007	208	3	nsf	nsf	PROPN
iassist-1007	208	4	17	17	NUM
iassist-1007	208	5	-	-	SYM
iassist-1007	208	6	310	310	NUM
iassist-1007	208	7	.	.	PUNCT
iassist-1007	208	8	national	national	ADJ
iassist-1007	208	9	center	center	NOUN
iassist-1007	208	10	for	for	ADP
iassist-1007	208	11	science	science	NOUN
iassist-1007	208	12	and	and	CCONJ
iassist-1007	208	13	engineering	engineering	NOUN
iassist-1007	208	14	statistics	statistic	NOUN
iassist-1007	208	15	.	.	PUNCT
iassist-1007	209	1	https://www.nsf.gov/statistics/2017/nsf17310/	https://www.nsf.gov/statistics/2017/nsf17310/	NUM
iassist-1007	209	2	national	national	PROPN
iassist-1007	209	3	science	science	PROPN
iassist-1007	209	4	foundation	foundation	PROPN
iassist-1007	209	5	.	.	PUNCT
iassist-1007	210	1	2019	2019	NUM
iassist-1007	210	2	.	.	PUNCT
iassist-1007	211	1	doctorate	doctorate	NOUN
iassist-1007	211	2	recipients	recipient	NOUN
iassist-1007	211	3	from	from	ADP
iassist-1007	211	4	u.s	u.s	PROPN
iassist-1007	211	5	.	.	PROPN
iassist-1007	211	6	universities	university	NOUN
iassist-1007	211	7	:	:	PUNCT
iassist-1007	211	8	2018	2018	NUM
iassist-1007	211	9	.	.	PUNCT
iassist-1007	212	1	special	special	ADJ
iassist-1007	212	2	report	report	NOUN
iassist-1007	212	3	nsf	nsf	PROPN
iassist-1007	212	4	20	20	NUM
iassist-1007	212	5	-	-	SYM
iassist-1007	212	6	301	301	NUM
iassist-1007	212	7	.	.	PUNCT
iassist-1007	212	8	national	national	ADJ
iassist-1007	212	9	center	center	NOUN
iassist-1007	212	10	for	for	ADP
iassist-1007	212	11	science	science	NOUN
iassist-1007	212	12	and	and	CCONJ
iassist-1007	212	13	engineering	engineering	NOUN
iassist-1007	212	14	statistics	statistic	NOUN
iassist-1007	212	15	.	.	PUNCT
iassist-1007	213	1	https://ncses.nsf.gov/pubs/nsf20301/	https://ncses.nsf.gov/pubs/nsf20301/	X
iassist-1007	214	1	noble	noble	ADJ
iassist-1007	214	2	,	,	PUNCT
iassist-1007	214	3	s.	s.	PROPN
iassist-1007	214	4	u.	u.	PROPN
iassist-1007	214	5	2018	2018	NUM
iassist-1007	214	6	.	.	PUNCT
iassist-1007	215	1	algorithms	algorithm	NOUN
iassist-1007	215	2	of	of	ADP
iassist-1007	215	3	oppression	oppression	NOUN
iassist-1007	215	4	:	:	PUNCT
iassist-1007	215	5	how	how	SCONJ
iassist-1007	215	6	search	search	NOUN
iassist-1007	215	7	engines	engine	NOUN
iassist-1007	215	8	reinforce	reinforce	VERB
iassist-1007	215	9	racism	racism	NOUN
iassist-1007	215	10	.	.	PUNCT
iassist-1007	216	1	nyu	nyu	PROPN
iassist-1007	216	2	press	press	PROPN
iassist-1007	216	3	.	.	PUNCT
iassist-1007	217	1	o'neil	o'neil	PROPN
iassist-1007	217	2	,	,	PUNCT
iassist-1007	217	3	c.	c.	PROPN
iassist-1007	217	4	2016	2016	NUM
iassist-1007	217	5	.	.	PUNCT
iassist-1007	218	1	weapons	weapon	NOUN
iassist-1007	218	2	of	of	ADP
iassist-1007	218	3	math	math	NOUN
iassist-1007	218	4	destruction	destruction	NOUN
iassist-1007	218	5	:	:	PUNCT
iassist-1007	218	6	how	how	SCONJ
iassist-1007	218	7	big	big	ADJ
iassist-1007	218	8	data	datum	NOUN
iassist-1007	218	9	increases	increase	VERB
iassist-1007	218	10	inequality	inequality	NOUN
iassist-1007	218	11	and	and	CCONJ
iassist-1007	218	12	threatens	threaten	VERB
iassist-1007	218	13	democracy	democracy	NOUN
iassist-1007	218	14	.	.	PUNCT
iassist-1007	219	1	broadway	broadway	NOUN
iassist-1007	219	2	books	book	NOUN
iassist-1007	219	3	.	.	PUNCT
iassist-1007	220	1	page	page	NOUN
iassist-1007	220	2	,	,	PUNCT
iassist-1007	220	3	s.	s.	PROPN
iassist-1007	220	4	e.	e.	PROPN
iassist-1007	220	5	2008	2008	NUM
iassist-1007	220	6	.	.	PUNCT
iassist-1007	221	1	the	the	DET
iassist-1007	221	2	difference	difference	NOUN
iassist-1007	221	3	:	:	PUNCT
iassist-1007	221	4	how	how	SCONJ
iassist-1007	221	5	the	the	DET
iassist-1007	221	6	power	power	NOUN
iassist-1007	221	7	of	of	ADP
iassist-1007	221	8	diversity	diversity	NOUN
iassist-1007	221	9	creates	create	VERB
iassist-1007	221	10	better	well	ADJ
iassist-1007	221	11	groups	group	NOUN
iassist-1007	221	12	,	,	PUNCT
iassist-1007	221	13	firms	firm	NOUN
iassist-1007	221	14	,	,	PUNCT
iassist-1007	221	15	schools	school	NOUN
iassist-1007	221	16	,	,	PUNCT
iassist-1007	221	17	and	and	CCONJ
iassist-1007	221	18	societies	society	NOUN
iassist-1007	221	19	-	-	PUNCT
iassist-1007	221	20	new	new	ADJ
iassist-1007	221	21	edition	edition	NOUN
iassist-1007	221	22	.	.	PUNCT
iassist-1007	222	1	princeton	princeton	PROPN
iassist-1007	222	2	university	university	PROPN
iassist-1007	222	3	press	press	NOUN
iassist-1007	222	4	.	.	PUNCT
iassist-1007	223	1	payton	payton	PROPN
iassist-1007	223	2	,	,	PUNCT
iassist-1007	223	3	f.	f.	PROPN
iassist-1007	223	4	c.	c.	PROPN
iassist-1007	223	5	,	,	PUNCT
iassist-1007	223	6	and	and	CCONJ
iassist-1007	223	7	berki	berki	ADV
iassist-1007	223	8	,	,	PUNCT
iassist-1007	223	9	e.	e.	PROPN
iassist-1007	223	10	2019	2019	NUM
iassist-1007	223	11	.	.	PUNCT
iassist-1007	224	1	countering	counter	VERB
iassist-1007	224	2	the	the	DET
iassist-1007	224	3	negative	negative	ADJ
iassist-1007	224	4	image	image	NOUN
iassist-1007	224	5	of	of	ADP
iassist-1007	224	6	women	woman	NOUN
iassist-1007	224	7	in	in	ADP
iassist-1007	224	8	computing	computing	NOUN
iassist-1007	224	9	.	.	PUNCT
iassist-1007	225	1	communications	communication	NOUN
iassist-1007	225	2	of	of	ADP
iassist-1007	225	3	the	the	DET
iassist-1007	225	4	acm	acm	NOUN
iassist-1007	225	5	,	,	PUNCT
iassist-1007	225	6	62(5	62(5	NOUN
iassist-1007	225	7	)	)	PUNCT
iassist-1007	225	8	,	,	PUNCT
iassist-1007	225	9	pp	pp	ADP
iassist-1007	225	10	.	.	PUNCT
iassist-1007	226	1	56	56	NUM
iassist-1007	226	2	-	-	SYM
iassist-1007	226	3	63	63	NUM
iassist-1007	226	4	.	.	PUNCT
iassist-1007	227	1	doi	doi	NOUN
iassist-1007	227	2	:	:	PUNCT
iassist-1007	227	3	10.1145/3319422	10.1145/3319422	NUM
iassist-1007	227	4	redden	redden	VERB
iassist-1007	227	5	,	,	PUNCT
iassist-1007	227	6	j.	j.	PROPN
iassist-1007	227	7	,	,	PUNCT
iassist-1007	227	8	brand	brand	PROPN
iassist-1007	227	9	,	,	PUNCT
iassist-1007	227	10	j.	j.	PROPN
iassist-1007	227	11	,	,	PUNCT
iassist-1007	227	12	and	and	CCONJ
iassist-1007	227	13	terzieva	terzieva	PROPN
iassist-1007	227	14	,	,	PUNCT
iassist-1007	227	15	v.	v.	ADP
iassist-1007	227	16	2020	2020	NUM
iassist-1007	227	17	.	.	PUNCT
iassist-1007	228	1	data	datum	NOUN
iassist-1007	228	2	harm	harm	NOUN
iassist-1007	228	3	record	record	NOUN
iassist-1007	228	4	.	.	PUNCT
iassist-1007	229	1	https://datajusticelab.org/dataharm-record/	https://datajusticelab.org/dataharm-record/	PROPN
iassist-1007	229	2	rieley	rieley	PROPN
iassist-1007	229	3	,	,	PUNCT
iassist-1007	229	4	m.	m.	NOUN
iassist-1007	229	5	2018	2018	NUM
iassist-1007	229	6	.	.	PUNCT
iassist-1007	230	1	“	"	PUNCT
iassist-1007	230	2	big	big	ADJ
iassist-1007	230	3	data	datum	NOUN
iassist-1007	230	4	adds	add	VERB
iassist-1007	230	5	up	up	ADP
iassist-1007	230	6	to	to	ADP
iassist-1007	230	7	opportunities	opportunity	NOUN
iassist-1007	230	8	in	in	ADP
iassist-1007	230	9	math	math	NOUN
iassist-1007	230	10	careers	career	NOUN
iassist-1007	230	11	,	,	PUNCT
iassist-1007	230	12	”	"	PUNCT
iassist-1007	230	13	beyond	beyond	ADP
iassist-1007	230	14	the	the	DET
iassist-1007	230	15	numbers	number	NOUN
iassist-1007	230	16	:	:	PUNCT
iassist-1007	230	17	employment	employment	NOUN
iassist-1007	230	18	and	and	CCONJ
iassist-1007	230	19	unemployment	unemployment	NOUN
iassist-1007	230	20	.	.	PUNCT
iassist-1007	231	1	7(8	7(8	NUM
iassist-1007	231	2	)	)	PUNCT
iassist-1007	231	3	u.s	u.s	PROPN
iassist-1007	231	4	.	.	PROPN
iassist-1007	231	5	bureau	bureau	PROPN
iassist-1007	231	6	of	of	ADP
iassist-1007	231	7	labor	labor	PROPN
iassist-1007	231	8	statistics	statistic	NOUN
iassist-1007	231	9	,	,	PUNCT
iassist-1007	231	10	june	june	PROPN
iassist-1007	231	11	2018	2018	NUM
iassist-1007	231	12	.	.	PUNCT
iassist-1007	232	1	https://www.bls.gov/opub/btn/volume-7/big-data-adds-up.htm	https://www.bls.gov/opub/btn/volume-7/big-data-adds-up.htm	X
iassist-1007	233	1	seymour	seymour	PROPN
iassist-1007	233	2	,	,	PUNCT
iassist-1007	233	3	e.	e.	PROPN
iassist-1007	233	4	and	and	CCONJ
iassist-1007	233	5	hewitt	hewitt	PROPN
iassist-1007	233	6	,	,	PUNCT
iassist-1007	233	7	n.m	n.m	PROPN
iassist-1007	233	8	.	.	PROPN
iassist-1007	233	9	(	(	PUNCT
iassist-1007	233	10	1997	1997	NUM
iassist-1007	233	11	)	)	PUNCT
iassist-1007	233	12	talking	talk	VERB
iassist-1007	233	13	about	about	ADP
iassist-1007	233	14	leaving	leave	VERB
iassist-1007	233	15	:	:	PUNCT
iassist-1007	233	16	why	why	SCONJ
iassist-1007	233	17	undergraduates	undergraduate	NOUN
iassist-1007	233	18	leave	leave	VERB
iassist-1007	233	19	the	the	DET
iassist-1007	233	20	sciences	science	NOUN
iassist-1007	233	21	.	.	PUNCT
iassist-1007	234	1	westview	westview	PROPN
iassist-1007	234	2	press	press	PROPN
iassist-1007	234	3	,	,	PUNCT
iassist-1007	234	4	boulder	boulder	PROPN
iassist-1007	234	5	.	.	PUNCT
iassist-1007	235	1	smith	smith	PROPN
iassist-1007	235	2	-	-	PUNCT
iassist-1007	235	3	doerr	doerr	PROPN
iassist-1007	235	4	,	,	PUNCT
iassist-1007	235	5	l.	l.	PROPN
iassist-1007	235	6	,	,	PUNCT
iassist-1007	235	7	alegria	alegria	PROPN
iassist-1007	235	8	,	,	PUNCT
iassist-1007	235	9	s.	s.	PROPN
iassist-1007	235	10	n.	n.	PROPN
iassist-1007	235	11	,	,	PUNCT
iassist-1007	235	12	and	and	CCONJ
iassist-1007	235	13	sacco	sacco	NOUN
iassist-1007	235	14	,	,	PUNCT
iassist-1007	235	15	t.	t.	NOUN
iassist-1007	235	16	2017	2017	NUM
iassist-1007	235	17	.	.	PUNCT
iassist-1007	236	1	how	how	SCONJ
iassist-1007	236	2	diversity	diversity	NOUN
iassist-1007	236	3	matters	matter	VERB
iassist-1007	236	4	in	in	ADP
iassist-1007	236	5	the	the	DET
iassist-1007	236	6	us	us	PROPN
iassist-1007	236	7	science	science	NOUN
iassist-1007	236	8	and	and	CCONJ
iassist-1007	236	9	engineering	engineering	NOUN
iassist-1007	236	10	workforce	workforce	PROPN
iassist-1007	236	11	:	:	PUNCT
iassist-1007	236	12	a	a	DET
iassist-1007	236	13	critical	critical	ADJ
iassist-1007	236	14	review	review	NOUN
iassist-1007	236	15	considering	consider	VERB
iassist-1007	236	16	integration	integration	NOUN
iassist-1007	236	17	in	in	ADP
iassist-1007	236	18	teams	team	NOUN
iassist-1007	236	19	,	,	PUNCT
iassist-1007	236	20	fields	field	NOUN
iassist-1007	236	21	,	,	PUNCT
iassist-1007	236	22	and	and	CCONJ
iassist-1007	236	23	organizational	organizational	ADJ
iassist-1007	236	24	contexts	contexts	NOUN
iassist-1007	236	25	.	.	PUNCT
iassist-1007	237	1	engaging	engage	VERB
iassist-1007	237	2	science	science	NOUN
iassist-1007	237	3	,	,	PUNCT
iassist-1007	237	4	technology	technology	NOUN
iassist-1007	237	5	,	,	PUNCT
iassist-1007	237	6	and	and	CCONJ
iassist-1007	237	7	society	society	NOUN
iassist-1007	237	8	,	,	PUNCT
iassist-1007	237	9	3	3	NUM
iassist-1007	237	10	,	,	PUNCT
iassist-1007	237	11	pp	pp	ADJ
iassist-1007	237	12	.	.	PUNCT
iassist-1007	238	1	139	139	NUM
iassist-1007	238	2	-	-	SYM
iassist-1007	238	3	153	153	NUM
iassist-1007	238	4	.	.	PUNCT
iassist-1007	239	1	https://doi.org/10.17351/ests2017.142	https://doi.org/10.17351/ests2017.142	PROPN
iassist-1007	239	2	smith	smith	PROPN
iassist-1007	239	3	,	,	PUNCT
iassist-1007	239	4	j.	j.	PROPN
iassist-1007	239	5	l.	l.	PROPN
iassist-1007	239	6	,	,	PUNCT
iassist-1007	239	7	cech	cech	PROPN
iassist-1007	239	8	,	,	PUNCT
iassist-1007	239	9	e.	e.	PROPN
iassist-1007	239	10	,	,	PUNCT
iassist-1007	239	11	metz	metz	PROPN
iassist-1007	239	12	,	,	PUNCT
iassist-1007	239	13	a.	a.	PROPN
iassist-1007	239	14	,	,	PUNCT
iassist-1007	239	15	huntoon	huntoon	PROPN
iassist-1007	239	16	,	,	PUNCT
iassist-1007	239	17	m.	m.	NOUN
iassist-1007	239	18	,	,	PUNCT
iassist-1007	239	19	moyer	moyer	PROPN
iassist-1007	239	20	,	,	PUNCT
iassist-1007	239	21	c.	c.	PROPN
iassist-1007	239	22	2014	2014	NUM
iassist-1007	239	23	.	.	PUNCT
iassist-1007	240	1	giving	give	VERB
iassist-1007	240	2	back	back	ADP
iassist-1007	240	3	or	or	CCONJ
iassist-1007	240	4	giving	give	VERB
iassist-1007	240	5	up	up	ADP
iassist-1007	240	6	:	:	PUNCT
iassist-1007	240	7	native	native	ADJ
iassist-1007	240	8	american	american	PROPN
iassist-1007	240	9	student	student	NOUN
iassist-1007	240	10	experiences	experience	NOUN
iassist-1007	240	11	in	in	ADP
iassist-1007	240	12	science	science	NOUN
iassist-1007	240	13	and	and	CCONJ
iassist-1007	240	14	engineering	engineering	NOUN
iassist-1007	240	15	.	.	PUNCT
iassist-1007	241	1	cultural	cultural	ADJ
iassist-1007	241	2	diversity	diversity	NOUN
iassist-1007	241	3	ethnic	ethnic	ADJ
iassist-1007	241	4	minor	minor	ADJ
iassist-1007	241	5	psychol	psychol	NOUN
iassist-1007	241	6	,	,	PUNCT
iassist-1007	241	7	20	20	NUM
iassist-1007	241	8	,	,	PUNCT
iassist-1007	241	9	pp	pp	ADJ
iassist-1007	241	10	.	.	PUNCT
iassist-1007	242	1	413–429	413–429	NUM
iassist-1007	242	2	.	.	PUNCT
iassist-1007	243	1	https://doi.org/10.1037/a0036945	https://doi.org/10.1037/a0036945	NUM
iassist-1007	243	2	steenbarger	steenbarger	NOUN
iassist-1007	243	3	,	,	PUNCT
iassist-1007	243	4	b.	b.	PROPN
iassist-1007	243	5	2020	2020	NUM
iassist-1007	243	6	.	.	PUNCT
iassist-1007	244	1	why	why	SCONJ
iassist-1007	244	2	diversity	diversity	NOUN
iassist-1007	244	3	matters	matter	VERB
iassist-1007	244	4	in	in	ADP
iassist-1007	244	5	the	the	DET
iassist-1007	244	6	world	world	NOUN
iassist-1007	244	7	of	of	ADP
iassist-1007	244	8	finance	finance	NOUN
iassist-1007	244	9	.	.	PUNCT
iassist-1007	245	1	forbes	forbes	PROPN
iassist-1007	245	2	.	.	PUNCT
iassist-1007	246	1	https://www.forbes.com/sites/brettsteenbarger/2020/06/15/why-diversity-matters-in-theworld-of-finance/?sh=1ba5671c7913#215041397913	https://www.forbes.com/sites/brettsteenbarger/2020/06/15/why-diversity-matters-in-theworld-of-finance/?sh=1ba5671c7913#215041397913	PROPN
iassist-1007	246	2	u.s	u.s	PROPN
iassist-1007	246	3	.	.	PROPN
iassist-1007	246	4	census	census	PROPN
iassist-1007	246	5	bureau	bureau	PROPN
iassist-1007	246	6	.	.	PUNCT
iassist-1007	247	1	2020	2020	NUM
iassist-1007	247	2	.	.	PUNCT
iassist-1007	248	1	current	current	ADJ
iassist-1007	248	2	population	population	NOUN
iassist-1007	248	3	survey	survey	NOUN
iassist-1007	248	4	.	.	PUNCT
iassist-1007	249	1	available	available	ADJ
iassist-1007	249	2	at	at	ADP
iassist-1007	249	3	https://www.census.gov/en.html	https://www.census.gov/en.html	X
iassist-1007	249	4	endnotes	endnote	VERB
iassist-1007	249	5	1	1	NUM
iassist-1007	249	6	thema	thema	NOUN
iassist-1007	249	7	monroe	monroe	PROPN
iassist-1007	249	8	-	-	PUNCT
iassist-1007	249	9	white	white	PROPN
iassist-1007	249	10	is	be	AUX
iassist-1007	249	11	an	an	DET
iassist-1007	249	12	assistant	assistant	ADJ
iassist-1007	249	13	professor	professor	NOUN
iassist-1007	249	14	of	of	ADP
iassist-1007	249	15	data	datum	NOUN
iassist-1007	249	16	analytics	analytic	NOUN
iassist-1007	249	17	in	in	ADP
iassist-1007	249	18	the	the	DET
iassist-1007	249	19	campbell	campbell	PROPN
iassist-1007	249	20	school	school	PROPN
iassist-1007	249	21	of	of	ADP
iassist-1007	249	22	business	business	NOUN
iassist-1007	249	23	at	at	ADP
iassist-1007	249	24	berry	berry	NOUN
iassist-1007	249	25	college	college	NOUN
iassist-1007	249	26	and	and	CCONJ
iassist-1007	249	27	can	can	AUX
iassist-1007	249	28	be	be	AUX
iassist-1007	249	29	reached	reach	VERB
iassist-1007	249	30	by	by	ADP
iassist-1007	249	31	email	email	NOUN
iassist-1007	249	32	at	at	ADP
iassist-1007	249	33	:	:	PUNCT
iassist-1007	249	34	tmonroewhite@berry.edu	tmonroewhite@berry.edu	PROPN
iassist-1007	249	35	https://doi.org/10.29173/iq1007	https://doi.org/10.29173/iq1007	PRON
iassist-1007	250	1	https://aisel.aisnet.org/sigdsa2019/4	https://aisel.aisnet.org/sigdsa2019/4	PROPN
iassist-1007	251	1	https://doi.org/10.1002/jee.20284	https://doi.org/10.1002/jee.20284	PROPN
iassist-1007	251	2	https://www.nsf.gov/statistics/2017/nsf17310/	https://www.nsf.gov/statistics/2017/nsf17310/	NOUN
iassist-1007	251	3	https://ncses.nsf.gov/pubs/nsf20301/	https://ncses.nsf.gov/pubs/nsf20301/	PUNCT
iassist-1007	251	4	https://datajusticelab.org/data-harm-record/	https://datajusticelab.org/data-harm-record/	NOUN
iassist-1007	251	5	https://datajusticelab.org/data-harm-record/	https://datajusticelab.org/data-harm-record/	NOUN
iassist-1007	251	6	https://www.bls.gov/opub/btn/volume-7/big-data-adds-up.htm	https://www.bls.gov/opub/btn/volume-7/big-data-adds-up.htm	PUNCT
iassist-1007	252	1	https://doi.org/10.17351/ests2017.142	https://doi.org/10.17351/ests2017.142	PROPN
iassist-1007	252	2	https://psycnet.apa.org/doi/10.1037/a0036945	https://psycnet.apa.org/doi/10.1037/a0036945	PROPN
iassist-1007	252	3	https://www.forbes.com/sites/brettsteenbarger/2020/06/15/why-diversity-matters-in-the-world-of-finance/?sh=1ba5671c7913#215041397913	https://www.forbes.com/sites/brettsteenbarger/2020/06/15/why-diversity-matters-in-the-world-of-finance/?sh=1ba5671c7913#215041397913	ADJ
iassist-1007	252	4	https://www.forbes.com/sites/brettsteenbarger/2020/06/15/why-diversity-matters-in-the-world-of-finance/?sh=1ba5671c7913#215041397913	https://www.forbes.com/sites/brettsteenbarger/2020/06/15/why-diversity-matters-in-the-world-of-finance/?sh=1ba5671c7913#215041397913	PROPN
iassist-1007	252	5	https://www.census.gov/en.html	https://www.census.gov/en.html	X
iassist-1007	252	6	mailto:tmonroewhite@berry.edu	mailto:tmonroewhite@berry.edu	X