id	sid	tid	token	lemma	pos
spir-9056	1	1	microsoft	microsoft	PROPN
spir-9056	1	2	word	word	NOUN
spir-9056	1	3	the	the	DET
spir-9056	1	4	role	role	NOUN
spir-9056	1	5	of	of	ADP
spir-9056	1	6	breakdown	breakdown	NOUN
spir-9056	1	7	in	in	ADP
spir-9056	1	8	imagining	imagine	VERB
spir-9056	1	9	big	big	ADJ
spir-9056	1	10	data_ir16_submission_reformatted.docx	data_ir16_submission_reformatted.docx	ADJ
spir-9056	1	11	selected	select	VERB
spir-9056	1	12	papers	paper	NOUN
spir-9056	1	13	of	of	ADP
spir-9056	1	14	internet	internet	NOUN
spir-9056	1	15	research	research	NOUN
spir-9056	1	16	16	16	NUM
spir-9056	1	17	:	:	PUNCT
spir-9056	1	18	the	the	DET
spir-9056	1	19	16th	16th	ADJ
spir-9056	1	20	annual	annual	ADJ
spir-9056	1	21	meeting	meeting	NOUN
spir-9056	1	22	of	of	ADP
spir-9056	1	23	the	the	DET
spir-9056	1	24	association	association	NOUN
spir-9056	1	25	of	of	ADP
spir-9056	1	26	internet	internet	NOUN
spir-9056	1	27	researchers	researcher	NOUN
spir-9056	1	28	phoenix	phoenix	PROPN
spir-9056	1	29	,	,	PUNCT
spir-9056	1	30	az	az	PROPN
spir-9056	1	31	,	,	PUNCT
spir-9056	1	32	usa	usa	PROPN
spir-9056	1	33	/	/	SYM
spir-9056	1	34	21	21	NUM
spir-9056	1	35	-	-	SYM
spir-9056	1	36	24	24	NUM
spir-9056	1	37	october	october	PROPN
spir-9056	1	38	2015	2015	NUM
spir-9056	1	39	suggested	suggest	VERB
spir-9056	1	40	citation	citation	NOUN
spir-9056	1	41	(	(	PUNCT
spir-9056	1	42	apa	apa	PROPN
spir-9056	1	43	):	):	PUNCT
spir-9056	1	44	tanweer	tanweer	PROPN
spir-9056	1	45	,	,	PUNCT
spir-9056	1	46	a.	a.	NOUN
spir-9056	1	47	,	,	PUNCT
spir-9056	1	48	fiore	fiore	NOUN
spir-9056	1	49	-	-	PUNCT
spir-9056	1	50	gartland	gartland	NOUN
spir-9056	1	51	,	,	PUNCT
spir-9056	1	52	b.	b.	PROPN
spir-9056	1	53	,	,	PUNCT
spir-9056	1	54	aragon	aragon	PROPN
spir-9056	1	55	,	,	PUNCT
spir-9056	1	56	c.	c.	PROPN
spir-9056	1	57	(	(	PUNCT
spir-9056	1	58	2015	2015	NUM
spir-9056	1	59	,	,	PUNCT
spir-9056	1	60	october	october	PROPN
spir-9056	1	61	21	21	NUM
spir-9056	1	62	-	-	SYM
spir-9056	1	63	24	24	NUM
spir-9056	1	64	)	)	PUNCT
spir-9056	1	65	.	.	PUNCT
spir-9056	2	1	the	the	DET
spir-9056	2	2	role	role	NOUN
spir-9056	2	3	of	of	ADP
spir-9056	2	4	breakdown	breakdown	NOUN
spir-9056	2	5	in	in	ADP
spir-9056	2	6	imagining	imagine	VERB
spir-9056	2	7	big	big	ADJ
spir-9056	2	8	data	datum	NOUN
spir-9056	2	9	:	:	PUNCT
spir-9056	2	10	impediment	impediment	VERB
spir-9056	2	11	to	to	PART
spir-9056	2	12	insight	insight	NOUN
spir-9056	2	13	to	to	ADP
spir-9056	2	14	innovation	innovation	NOUN
spir-9056	2	15	.	.	PUNCT
spir-9056	3	1	paper	paper	NOUN
spir-9056	3	2	presented	present	VERB
spir-9056	3	3	at	at	ADP
spir-9056	3	4	internet	internet	NOUN
spir-9056	3	5	research	research	NOUN
spir-9056	3	6	16	16	NUM
spir-9056	3	7	:	:	PUNCT
spir-9056	3	8	the	the	DET
spir-9056	3	9	16th	16th	ADJ
spir-9056	3	10	annual	annual	ADJ
spir-9056	3	11	meeting	meeting	NOUN
spir-9056	3	12	of	of	ADP
spir-9056	3	13	the	the	DET
spir-9056	3	14	association	association	NOUN
spir-9056	3	15	of	of	ADP
spir-9056	3	16	internet	internet	NOUN
spir-9056	3	17	researchers	researcher	NOUN
spir-9056	3	18	.	.	PUNCT
spir-9056	4	1	phoenix	phoenix	PROPN
spir-9056	4	2	,	,	PUNCT
spir-9056	4	3	az	az	PROPN
spir-9056	4	4	,	,	PUNCT
spir-9056	4	5	usa	usa	PROPN
spir-9056	4	6	:	:	PUNCT
spir-9056	4	7	aoir	aoir	NOUN
spir-9056	4	8	.	.	PUNCT
spir-9056	4	9	retrieved	retrieve	VERB
spir-9056	4	10	from	from	ADP
spir-9056	4	11	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-9056	4	12	.	.	PUNCT
spir-9056	5	1	the	the	DET
spir-9056	5	2	role	role	NOUN
spir-9056	5	3	of	of	ADP
spir-9056	5	4	breakdown	breakdown	NOUN
spir-9056	5	5	in	in	ADP
spir-9056	5	6	imagining	imagine	VERB
spir-9056	5	7	big	big	ADJ
spir-9056	5	8	data	datum	NOUN
spir-9056	5	9	:	:	PUNCT
spir-9056	5	10	impediment	impediment	VERB
spir-9056	5	11	to	to	PART
spir-9056	5	12	insight	insight	NOUN
spir-9056	5	13	to	to	ADP
spir-9056	5	14	innovation	innovation	NOUN
spir-9056	5	15	anissa	anissa	PROPN
spir-9056	5	16	tanweer	tanweer	PROPN
spir-9056	5	17	university	university	PROPN
spir-9056	5	18	of	of	ADP
spir-9056	5	19	washington	washington	PROPN
spir-9056	5	20	brittany	brittany	PROPN
spir-9056	5	21	fiore	fiore	PROPN
spir-9056	5	22	-	-	PUNCT
spir-9056	5	23	gartland	gartland	NOUN
spir-9056	5	24	university	university	PROPN
spir-9056	5	25	of	of	ADP
spir-9056	5	26	washington	washington	PROPN
spir-9056	5	27	cecilia	cecilia	PROPN
spir-9056	5	28	aragon	aragon	PROPN
spir-9056	5	29	university	university	PROPN
spir-9056	5	30	of	of	ADP
spir-9056	5	31	washington	washington	PROPN
spir-9056	5	32	introduction	introduction	NOUN
spir-9056	5	33	as	as	SCONJ
spir-9056	5	34	the	the	DET
spir-9056	5	35	era	era	NOUN
spir-9056	5	36	of	of	ADP
spir-9056	5	37	“	"	PUNCT
spir-9056	5	38	big	big	ADJ
spir-9056	5	39	data	datum	NOUN
spir-9056	5	40	”	"	PUNCT
spir-9056	5	41	unfolds	unfold	VERB
spir-9056	5	42	,	,	PUNCT
spir-9056	5	43	researchers	researcher	NOUN
spir-9056	5	44	across	across	ADP
spir-9056	5	45	myriad	myriad	ADJ
spir-9056	5	46	disciplines	discipline	NOUN
spir-9056	5	47	are	be	AUX
spir-9056	5	48	increasingly	increasingly	ADV
spir-9056	5	49	engaging	engage	VERB
spir-9056	5	50	with	with	ADP
spir-9056	5	51	large	large	ADJ
spir-9056	5	52	,	,	PUNCT
spir-9056	5	53	complex	complex	ADJ
spir-9056	5	54	datasets	dataset	NOUN
spir-9056	5	55	distributed	distribute	VERB
spir-9056	5	56	across	across	ADP
spir-9056	5	57	networked	networked	ADJ
spir-9056	5	58	technologies	technology	NOUN
spir-9056	5	59	.	.	PUNCT
spir-9056	6	1	this	this	DET
spir-9056	6	2	emerging	emerge	VERB
spir-9056	6	3	data	data	NOUN
spir-9056	6	4	-	-	PUNCT
spir-9056	6	5	intensive	intensive	ADJ
spir-9056	6	6	mode	mode	NOUN
spir-9056	6	7	of	of	ADP
spir-9056	6	8	inquiry	inquiry	NOUN
spir-9056	6	9	has	have	AUX
spir-9056	6	10	been	be	AUX
spir-9056	6	11	called	call	VERB
spir-9056	6	12	the	the	DET
spir-9056	6	13	“	"	PUNCT
spir-9056	6	14	fourth	fourth	ADJ
spir-9056	6	15	paradigm	paradigm	NOUN
spir-9056	6	16	”	"	PUNCT
spir-9056	6	17	of	of	ADP
spir-9056	6	18	scientific	scientific	ADJ
spir-9056	6	19	exploration	exploration	NOUN
spir-9056	6	20	(	(	PUNCT
spir-9056	6	21	hey	hey	INTJ
spir-9056	6	22	et	et	PROPN
spir-9056	6	23	al	al	PROPN
spir-9056	6	24	.	.	PROPN
spir-9056	6	25	2009	2009	NUM
spir-9056	6	26	)	)	PUNCT
spir-9056	6	27	,	,	PUNCT
spir-9056	6	28	inspiring	inspire	VERB
spir-9056	6	29	research	research	NOUN
spir-9056	6	30	areas	area	NOUN
spir-9056	6	31	termed	term	VERB
spir-9056	6	32	“	"	PUNCT
spir-9056	6	33	e	e	NOUN
spir-9056	6	34	-	-	NOUN
spir-9056	6	35	science	science	NOUN
spir-9056	6	36	”	"	PUNCT
spir-9056	6	37	and	and	CCONJ
spir-9056	6	38	more	more	ADV
spir-9056	6	39	recently	recently	ADV
spir-9056	6	40	“	"	PUNCT
spir-9056	6	41	data	data	NOUN
spir-9056	6	42	science	science	NOUN
spir-9056	6	43	,	,	PUNCT
spir-9056	6	44	”	"	PUNCT
spir-9056	6	45	that	that	PRON
spir-9056	6	46	call	call	VERB
spir-9056	6	47	for	for	ADP
spir-9056	6	48	the	the	DET
spir-9056	6	49	development	development	NOUN
spir-9056	6	50	of	of	ADP
spir-9056	6	51	new	new	ADJ
spir-9056	6	52	knowledge	knowledge	NOUN
spir-9056	6	53	infrastructures	infrastructure	NOUN
spir-9056	6	54	that	that	PRON
spir-9056	6	55	support	support	VERB
spir-9056	6	56	the	the	DET
spir-9056	6	57	development	development	NOUN
spir-9056	6	58	of	of	ADP
spir-9056	6	59	new	new	ADJ
spir-9056	6	60	types	type	NOUN
spir-9056	6	61	of	of	ADP
spir-9056	6	62	software	software	NOUN
spir-9056	6	63	ecologies	ecology	NOUN
spir-9056	6	64	(	(	PUNCT
spir-9056	6	65	e.g.	e.g.	ADV
spir-9056	6	66	borgman	borgman	ADJ
spir-9056	6	67	2007	2007	NUM
spir-9056	6	68	;	;	PUNCT
spir-9056	6	69	2015	2015	NUM
spir-9056	6	70	;	;	PUNCT
spir-9056	6	71	edwards	edwards	PROPN
spir-9056	6	72	et	et	PROPN
spir-9056	6	73	al	al	PROPN
spir-9056	6	74	.	.	PROPN
spir-9056	6	75	2013	2013	NUM
spir-9056	6	76	)	)	PUNCT
spir-9056	6	77	.	.	PUNCT
spir-9056	7	1	the	the	DET
spir-9056	7	2	pursuit	pursuit	NOUN
spir-9056	7	3	of	of	ADP
spir-9056	7	4	data	datum	NOUN
spir-9056	7	5	-	-	PUNCT
spir-9056	7	6	intensive	intensive	ADJ
spir-9056	7	7	scientific	scientific	ADJ
spir-9056	7	8	discovery	discovery	NOUN
spir-9056	7	9	in	in	ADP
spir-9056	7	10	academia	academia	NOUN
spir-9056	7	11	means	mean	VERB
spir-9056	7	12	that	that	SCONJ
spir-9056	7	13	a	a	DET
spir-9056	7	14	wide	wide	ADJ
spir-9056	7	15	array	array	NOUN
spir-9056	7	16	of	of	ADP
spir-9056	7	17	digital	digital	ADJ
spir-9056	7	18	technologies	technology	NOUN
spir-9056	7	19	and	and	CCONJ
spir-9056	7	20	internetenabled	internetenable	VERB
spir-9056	7	21	infrastructures	infrastructure	NOUN
spir-9056	7	22	that	that	PRON
spir-9056	7	23	produce	produce	VERB
spir-9056	7	24	,	,	PUNCT
spir-9056	7	25	process	process	NOUN
spir-9056	7	26	,	,	PUNCT
spir-9056	7	27	manage	manage	VERB
spir-9056	7	28	,	,	PUNCT
spir-9056	7	29	store	store	NOUN
spir-9056	7	30	,	,	PUNCT
spir-9056	7	31	and	and	CCONJ
spir-9056	7	32	analyze	analyze	VERB
spir-9056	7	33	the	the	DET
spir-9056	7	34	increasing	increase	VERB
spir-9056	7	35	volume	volume	NOUN
spir-9056	7	36	,	,	PUNCT
spir-9056	7	37	variety	variety	NOUN
spir-9056	7	38	,	,	PUNCT
spir-9056	7	39	and	and	CCONJ
spir-9056	7	40	velocity	velocity	NOUN
spir-9056	7	41	of	of	ADP
spir-9056	7	42	data	datum	NOUN
spir-9056	7	43	have	have	AUX
spir-9056	7	44	become	become	VERB
spir-9056	7	45	inextricable	inextricable	ADJ
spir-9056	7	46	from	from	ADP
spir-9056	7	47	the	the	DET
spir-9056	7	48	everyday	everyday	ADJ
spir-9056	7	49	work	work	NOUN
spir-9056	7	50	practices	practice	NOUN
spir-9056	7	51	of	of	ADP
spir-9056	7	52	a	a	DET
spir-9056	7	53	growing	grow	VERB
spir-9056	7	54	number	number	NOUN
spir-9056	7	55	of	of	ADP
spir-9056	7	56	scholars	scholar	NOUN
spir-9056	7	57	.	.	PUNCT
spir-9056	8	1	difficult	difficult	ADJ
spir-9056	8	2	to	to	PART
spir-9056	8	3	envision	envision	VERB
spir-9056	8	4	or	or	CCONJ
spir-9056	8	5	engage	engage	VERB
spir-9056	8	6	with	with	ADP
spir-9056	8	7	in	in	ADP
spir-9056	8	8	their	their	PRON
spir-9056	8	9	entirety	entirety	NOUN
spir-9056	8	10	,	,	PUNCT
spir-9056	8	11	these	these	DET
spir-9056	8	12	vast	vast	ADJ
spir-9056	8	13	and	and	CCONJ
spir-9056	8	14	distributed	distribute	VERB
spir-9056	8	15	datasets	dataset	NOUN
spir-9056	8	16	demand	demand	VERB
spir-9056	8	17	new	new	ADJ
spir-9056	8	18	strategies	strategy	NOUN
spir-9056	8	19	for	for	ADP
spir-9056	8	20	knowing	know	VERB
spir-9056	8	21	,	,	PUNCT
spir-9056	8	22	seeing	see	VERB
spir-9056	8	23	,	,	PUNCT
spir-9056	8	24	and	and	CCONJ
spir-9056	8	25	communicating	communicate	VERB
spir-9056	8	26	with	with	ADP
spir-9056	8	27	data	datum	NOUN
spir-9056	8	28	.	.	PUNCT
spir-9056	9	1	one	one	NUM
spir-9056	9	2	such	such	ADJ
spir-9056	9	3	strategy	strategy	NOUN
spir-9056	9	4	involves	involve	VERB
spir-9056	9	5	breakdown	breakdown	ADJ
spir-9056	9	6	.	.	PUNCT
spir-9056	10	1	we	we	PRON
spir-9056	10	2	argue	argue	VERB
spir-9056	10	3	that	that	SCONJ
spir-9056	10	4	encounters	encounter	NOUN
spir-9056	10	5	with	with	ADP
spir-9056	10	6	breakdown	breakdown	NOUN
spir-9056	10	7	–	–	PUNCT
spir-9056	10	8	conceived	conceive	VERB
spir-9056	10	9	of	of	ADP
spir-9056	10	10	as	as	ADP
spir-9056	10	11	points	point	NOUN
spir-9056	10	12	at	at	ADP
spir-9056	10	13	which	which	DET
spir-9056	10	14	progress	progress	NOUN
spir-9056	10	15	is	be	AUX
spir-9056	10	16	stopped	stop	VERB
spir-9056	10	17	due	due	ADJ
spir-9056	10	18	to	to	ADP
spir-9056	10	19	a	a	DET
spir-9056	10	20	material	material	ADJ
spir-9056	10	21	obstacle	obstacle	NOUN
spir-9056	10	22	–	–	PUNCT
spir-9056	10	23	represent	represent	VERB
spir-9056	10	24	essential	essential	ADJ
spir-9056	10	25	sites	site	NOUN
spir-9056	10	26	of	of	ADP
spir-9056	10	27	knowledge	knowledge	NOUN
spir-9056	10	28	production	production	NOUN
spir-9056	10	29	for	for	ADP
spir-9056	10	30	data	data	NOUN
spir-9056	10	31	science	science	NOUN
spir-9056	10	32	and	and	CCONJ
spir-9056	10	33	any	any	DET
spir-9056	10	34	other	other	ADJ
spir-9056	10	35	big	big	ADJ
spir-9056	10	36	data	datum	NOUN
spir-9056	10	37	analysis	analysis	NOUN
spir-9056	10	38	.	.	PUNCT
spir-9056	11	1	description	description	NOUN
spir-9056	11	2	of	of	ADP
spir-9056	11	3	study	study	NOUN
spir-9056	11	4	this	this	DET
spir-9056	11	5	research	research	NOUN
spir-9056	11	6	is	be	AUX
spir-9056	11	7	part	part	NOUN
spir-9056	11	8	of	of	ADP
spir-9056	11	9	an	an	DET
spir-9056	11	10	ongoing	ongoing	ADJ
spir-9056	11	11	ethnographic	ethnographic	ADJ
spir-9056	11	12	study	study	NOUN
spir-9056	11	13	of	of	ADP
spir-9056	11	14	data	datum	NOUN
spir-9056	11	15	science	science	NOUN
spir-9056	11	16	communities	community	NOUN
spir-9056	11	17	and	and	CCONJ
spir-9056	11	18	collaborations	collaboration	NOUN
spir-9056	11	19	in	in	ADP
spir-9056	11	20	academia	academia	NOUN
spir-9056	11	21	.	.	PUNCT
spir-9056	12	1	for	for	ADP
spir-9056	12	2	this	this	DET
spir-9056	12	3	paper	paper	NOUN
spir-9056	12	4	,	,	PUNCT
spir-9056	12	5	we	we	PRON
spir-9056	12	6	embedded	embed	VERB
spir-9056	12	7	ourselves	ourselves	PRON
spir-9056	12	8	within	within	ADP
spir-9056	12	9	a	a	DET
spir-9056	12	10	recurring	recur	VERB
spir-9056	12	11	data	datum	NOUN
spir-9056	12	12	science	science	NOUN
spir-9056	12	13	collaboration	collaboration	NOUN
spir-9056	12	14	(	(	PUNCT
spir-9056	12	15	dsc	dsc	NOUN
spir-9056	12	16	)	)	PUNCT
spir-9056	12	17	program	program	NOUN
spir-9056	12	18	that	that	PRON
spir-9056	12	19	takes	take	VERB
spir-9056	12	20	place	place	NOUN
spir-9056	12	21	over	over	ADP
spir-9056	12	22	the	the	DET
spir-9056	12	23	course	course	NOUN
spir-9056	12	24	of	of	ADP
spir-9056	12	25	a	a	DET
spir-9056	12	26	few	few	ADJ
spir-9056	12	27	months	month	NOUN
spir-9056	12	28	at	at	ADP
spir-9056	12	29	a	a	DET
spir-9056	12	30	large	large	ADJ
spir-9056	12	31	public	public	ADJ
spir-9056	12	32	university	university	NOUN
spir-9056	12	33	.	.	PUNCT
spir-9056	13	1	this	this	DET
spir-9056	13	2	program	program	NOUN
spir-9056	13	3	brings	bring	VERB
spir-9056	13	4	together	together	ADP
spir-9056	13	5	data	datum	NOUN
spir-9056	13	6	science	science	NOUN
spir-9056	13	7	methodology	methodology	NOUN
spir-9056	13	8	experts	expert	NOUN
spir-9056	13	9	with	with	ADP
spir-9056	13	10	domain	domain	NOUN
spir-9056	13	11	researchers	researcher	NOUN
spir-9056	13	12	across	across	ADP
spir-9056	13	13	a	a	DET
spir-9056	13	14	range	range	NOUN
spir-9056	13	15	of	of	ADP
spir-9056	13	16	disciplines	discipline	NOUN
spir-9056	13	17	,	,	PUNCT
spir-9056	13	18	from	from	ADP
spir-9056	13	19	astronomy	astronomy	NOUN
spir-9056	13	20	to	to	AUX
spir-9056	13	21	oceanography	oceanography	VERB
spir-9056	13	22	to	to	ADP
spir-9056	13	23	political	political	ADJ
spir-9056	13	24	science	science	NOUN
spir-9056	13	25	,	,	PUNCT
spir-9056	13	26	to	to	PART
spir-9056	13	27	collaborate	collaborate	VERB
spir-9056	13	28	on	on	ADP
spir-9056	13	29	data	datum	NOUN
spir-9056	13	30	science	science	NOUN
spir-9056	13	31	projects	project	NOUN
spir-9056	13	32	throughout	throughout	ADP
spir-9056	13	33	the	the	DET
spir-9056	13	34	academic	academic	ADJ
spir-9056	13	35	term	term	NOUN
spir-9056	13	36	.	.	PUNCT
spir-9056	14	1	a	a	DET
spir-9056	14	2	central	central	ADJ
spir-9056	14	3	feature	feature	NOUN
spir-9056	14	4	of	of	ADP
spir-9056	14	5	the	the	DET
spir-9056	14	6	program	program	NOUN
spir-9056	14	7	is	be	AUX
spir-9056	14	8	the	the	DET
spir-9056	14	9	co	co	NOUN
spir-9056	14	10	-	-	NOUN
spir-9056	14	11	location	location	NOUN
spir-9056	14	12	of	of	ADP
spir-9056	14	13	project	project	NOUN
spir-9056	14	14	collaborators	collaborator	NOUN
spir-9056	14	15	two	two	NUM
spir-9056	14	16	days	day	NOUN
spir-9056	14	17	per	per	ADP
spir-9056	14	18	week	week	NOUN
spir-9056	14	19	in	in	ADP
spir-9056	14	20	an	an	DET
spir-9056	14	21	effort	effort	NOUN
spir-9056	14	22	to	to	PART
spir-9056	14	23	advance	advance	VERB
spir-9056	14	24	collaboration	collaboration	NOUN
spir-9056	14	25	and	and	CCONJ
spir-9056	14	26	productivity	productivity	NOUN
spir-9056	14	27	in	in	ADP
spir-9056	14	28	a	a	DET
spir-9056	14	29	short	short	ADJ
spir-9056	14	30	period	period	NOUN
spir-9056	14	31	of	of	ADP
spir-9056	14	32	time	time	NOUN
spir-9056	14	33	.	.	PUNCT
spir-9056	15	1	our	our	PRON
spir-9056	15	2	research	research	NOUN
spir-9056	15	3	is	be	AUX
spir-9056	15	4	based	base	VERB
spir-9056	15	5	on	on	ADP
spir-9056	15	6	participant	participant	NOUN
spir-9056	15	7	-	-	PUNCT
spir-9056	15	8	observation	observation	NOUN
spir-9056	15	9	within	within	ADP
spir-9056	15	10	the	the	DET
spir-9056	15	11	space	space	NOUN
spir-9056	15	12	of	of	ADP
spir-9056	15	13	co	co	NOUN
spir-9056	15	14	-	-	NOUN
spir-9056	15	15	location	location	ADJ
spir-9056	15	16	,	,	PUNCT
spir-9056	15	17	semi	semi	ADJ
spir-9056	15	18	-	-	ADJ
spir-9056	15	19	structured	structured	ADJ
spir-9056	15	20	interviews	interview	NOUN
spir-9056	15	21	with	with	ADP
spir-9056	15	22	all	all	DET
spir-9056	15	23	participating	participate	VERB
spir-9056	15	24	data	datum	NOUN
spir-9056	15	25	science	science	NOUN
spir-9056	15	26	methodology	methodology	NOUN
spir-9056	15	27	experts	expert	NOUN
spir-9056	15	28	and	and	CCONJ
spir-9056	15	29	domain	domain	NOUN
spir-9056	15	30	researchers	researcher	NOUN
spir-9056	15	31	,	,	PUNCT
spir-9056	15	32	and	and	CCONJ
spir-9056	15	33	archival	archival	VERB
spir-9056	15	34	analysis	analysis	NOUN
spir-9056	15	35	of	of	ADP
spir-9056	15	36	project	project	NOUN
spir-9056	15	37	documentation	documentation	NOUN
spir-9056	15	38	and	and	CCONJ
spir-9056	15	39	communication	communication	NOUN
spir-9056	15	40	that	that	PRON
spir-9056	15	41	occurred	occur	VERB
spir-9056	15	42	online	online	ADV
spir-9056	15	43	.	.	PUNCT
spir-9056	16	1	breakdowns	breakdown	NOUN
spir-9056	16	2	in	in	ADP
spir-9056	16	3	big	big	ADJ
spir-9056	16	4	data	datum	NOUN
spir-9056	16	5	participants	participant	NOUN
spir-9056	16	6	in	in	ADP
spir-9056	16	7	the	the	DET
spir-9056	16	8	dsc	dsc	NOUN
spir-9056	16	9	were	be	AUX
spir-9056	16	10	conducting	conduct	VERB
spir-9056	16	11	research	research	NOUN
spir-9056	16	12	on	on	ADP
spir-9056	16	13	massive	massive	ADJ
spir-9056	16	14	data	data	NOUN
spir-9056	16	15	sets	set	NOUN
spir-9056	16	16	.	.	PUNCT
spir-9056	17	1	for	for	ADP
spir-9056	17	2	example	example	NOUN
spir-9056	17	3	,	,	PUNCT
spir-9056	17	4	an	an	DET
spir-9056	17	5	astronomer	astronomer	NOUN
spir-9056	17	6	in	in	ADP
spir-9056	17	7	the	the	DET
spir-9056	17	8	group	group	NOUN
spir-9056	17	9	was	be	AUX
spir-9056	17	10	analyzing	analyze	VERB
spir-9056	17	11	pixels	pixel	NOUN
spir-9056	17	12	from	from	ADP
spir-9056	17	13	a	a	DET
spir-9056	17	14	telescopic	telescopic	ADJ
spir-9056	17	15	sky	sky	NOUN
spir-9056	17	16	survey	survey	NOUN
spir-9056	17	17	contained	contain	VERB
spir-9056	17	18	in	in	ADP
spir-9056	17	19	a	a	DET
spir-9056	17	20	database	database	NOUN
spir-9056	17	21	with	with	ADP
spir-9056	17	22	a	a	DET
spir-9056	17	23	trillion	trillion	NUM
spir-9056	17	24	rows	row	NOUN
spir-9056	17	25	that	that	PRON
spir-9056	17	26	was	be	AUX
spir-9056	17	27	stored	store	VERB
spir-9056	17	28	in	in	ADP
spir-9056	17	29	the	the	DET
spir-9056	17	30	cloud	cloud	NOUN
spir-9056	17	31	and	and	CCONJ
spir-9056	17	32	analyzed	analyze	VERB
spir-9056	17	33	using	use	VERB
spir-9056	17	34	distributed	distribute	VERB
spir-9056	17	35	virtual	virtual	ADJ
spir-9056	17	36	machines	machine	NOUN
spir-9056	17	37	.	.	PUNCT
spir-9056	18	1	another	another	DET
spir-9056	18	2	participant	participant	NOUN
spir-9056	18	3	was	be	AUX
spir-9056	18	4	a	a	DET
spir-9056	18	5	political	political	ADJ
spir-9056	18	6	scientist	scientist	NOUN
spir-9056	18	7	conducting	conduct	VERB
spir-9056	18	8	textual	textual	ADJ
spir-9056	18	9	analysis	analysis	NOUN
spir-9056	18	10	on	on	ADP
spir-9056	18	11	the	the	DET
spir-9056	18	12	entire	entire	ADJ
spir-9056	18	13	90	90	NUM
spir-9056	18	14	-	-	PUNCT
spir-9056	18	15	terabyte	terabyte	NOUN
spir-9056	18	16	corpus	corpus	PROPN
spir-9056	18	17	of	of	ADP
spir-9056	18	18	web	web	NOUN
spir-9056	18	19	pages	page	NOUN
spir-9056	18	20	published	publish	VERB
spir-9056	18	21	in	in	ADP
spir-9056	18	22	a	a	DET
spir-9056	18	23	single	single	ADJ
spir-9056	18	24	web	web	NOUN
spir-9056	18	25	domain	domain	NOUN
spir-9056	18	26	over	over	ADP
spir-9056	18	27	the	the	DET
spir-9056	18	28	course	course	NOUN
spir-9056	18	29	of	of	ADP
spir-9056	18	30	several	several	ADJ
spir-9056	18	31	years	year	NOUN
spir-9056	18	32	.	.	PUNCT
spir-9056	19	1	working	work	VERB
spir-9056	19	2	with	with	ADP
spir-9056	19	3	data	datum	NOUN
spir-9056	19	4	at	at	ADP
spir-9056	19	5	this	this	DET
spir-9056	19	6	scale	scale	NOUN
spir-9056	19	7	and	and	CCONJ
spir-9056	19	8	volume	volume	NOUN
spir-9056	19	9	obscures	obscure	VERB
spir-9056	19	10	its	its	PRON
spir-9056	19	11	materiality	materiality	NOUN
spir-9056	19	12	and	and	CCONJ
spir-9056	19	13	renders	render	VERB
spir-9056	19	14	it	it	PRON
spir-9056	19	15	invisible	invisible	ADJ
spir-9056	19	16	and	and	CCONJ
spir-9056	19	17	unknowable	unknowable	ADJ
spir-9056	19	18	in	in	ADP
spir-9056	19	19	its	its	PRON
spir-9056	19	20	entirety	entirety	NOUN
spir-9056	19	21	.	.	PUNCT
spir-9056	20	1	someone	someone	PRON
spir-9056	20	2	manually	manually	ADV
spir-9056	20	3	entering	enter	VERB
spir-9056	20	4	information	information	NOUN
spir-9056	20	5	into	into	ADP
spir-9056	20	6	an	an	DET
spir-9056	20	7	excel	excel	NOUN
spir-9056	20	8	spreadsheet	spreadsheet	NOUN
spir-9056	20	9	can	can	AUX
spir-9056	20	10	see	see	VERB
spir-9056	20	11	the	the	DET
spir-9056	20	12	entire	entire	ADJ
spir-9056	20	13	data	datum	NOUN
spir-9056	20	14	set	set	VERB
spir-9056	20	15	and	and	CCONJ
spir-9056	20	16	be	be	AUX
spir-9056	20	17	intimately	intimately	ADV
spir-9056	20	18	familiar	familiar	ADJ
spir-9056	20	19	with	with	ADP
spir-9056	20	20	its	its	PRON
spir-9056	20	21	contents	content	NOUN
spir-9056	20	22	.	.	PUNCT
spir-9056	21	1	this	this	PRON
spir-9056	21	2	is	be	AUX
spir-9056	21	3	clearly	clearly	ADV
spir-9056	21	4	not	not	PART
spir-9056	21	5	the	the	DET
spir-9056	21	6	case	case	NOUN
spir-9056	21	7	for	for	ADP
spir-9056	21	8	someone	someone	PRON
spir-9056	21	9	working	work	VERB
spir-9056	21	10	with	with	ADP
spir-9056	21	11	90	90	NUM
spir-9056	21	12	terabytes	terabyte	NOUN
spir-9056	21	13	of	of	ADP
spir-9056	21	14	html	html	NOUN
spir-9056	21	15	code	code	NOUN
spir-9056	21	16	or	or	CCONJ
spir-9056	21	17	a	a	DET
spir-9056	21	18	table	table	NOUN
spir-9056	21	19	with	with	ADP
spir-9056	21	20	a	a	DET
spir-9056	21	21	trillion	trillion	NUM
spir-9056	21	22	rows	row	NOUN
spir-9056	21	23	these	these	DET
spir-9056	21	24	big	big	ADJ
spir-9056	21	25	data	data	NOUN
spir-9056	21	26	sets	set	NOUN
spir-9056	21	27	are	be	AUX
spir-9056	21	28	partially	partially	ADV
spir-9056	21	29	obscured	obscure	VERB
spir-9056	21	30	from	from	ADP
spir-9056	21	31	human	human	ADJ
spir-9056	21	32	comprehension	comprehension	NOUN
spir-9056	21	33	by	by	ADP
spir-9056	21	34	their	their	PRON
spir-9056	21	35	sheer	sheer	ADJ
spir-9056	21	36	volume	volume	NOUN
spir-9056	21	37	.	.	PUNCT
spir-9056	22	1	susan	susan	PROPN
spir-9056	22	2	leigh	leigh	PROPN
spir-9056	22	3	star	star	PROPN
spir-9056	22	4	has	have	AUX
spir-9056	22	5	demonstrated	demonstrate	VERB
spir-9056	22	6	the	the	DET
spir-9056	22	7	ways	way	NOUN
spir-9056	22	8	in	in	ADP
spir-9056	22	9	which	which	PRON
spir-9056	22	10	obscured	obscure	VERB
spir-9056	22	11	information	information	NOUN
spir-9056	22	12	infrastructure	infrastructure	NOUN
spir-9056	22	13	“	"	PUNCT
spir-9056	22	14	becomes	become	VERB
spir-9056	22	15	visible	visible	ADJ
spir-9056	22	16	upon	upon	SCONJ
spir-9056	22	17	breakdown	breakdown	NOUN
spir-9056	22	18	”	"	PUNCT
spir-9056	22	19	(	(	PUNCT
spir-9056	22	20	1999	1999	NUM
spir-9056	22	21	,	,	PUNCT
spir-9056	22	22	p.	p.	NOUN
spir-9056	22	23	382	382	NUM
spir-9056	22	24	)	)	PUNCT
spir-9056	22	25	,	,	PUNCT
spir-9056	22	26	while	while	SCONJ
spir-9056	22	27	graham	graham	PROPN
spir-9056	22	28	and	and	CCONJ
spir-9056	22	29	thrift	thrift	NOUN
spir-9056	22	30	have	have	AUX
spir-9056	22	31	highlighted	highlight	VERB
spir-9056	22	32	the	the	DET
spir-9056	22	33	way	way	NOUN
spir-9056	22	34	breakdown	breakdown	NOUN
spir-9056	22	35	brings	bring	VERB
spir-9056	22	36	materiality	materiality	NOUN
spir-9056	22	37	to	to	ADP
spir-9056	22	38	the	the	DET
spir-9056	22	39	fore	fore	NOUN
spir-9056	22	40	:	:	PUNCT
spir-9056	22	41	“	"	PUNCT
spir-9056	22	42	things	thing	NOUN
spir-9056	22	43	only	only	ADV
spir-9056	22	44	come	come	VERB
spir-9056	22	45	into	into	ADP
spir-9056	22	46	visible	visible	ADJ
spir-9056	22	47	focus	focus	NOUN
spir-9056	22	48	as	as	ADP
spir-9056	22	49	things	thing	NOUN
spir-9056	22	50	when	when	SCONJ
spir-9056	22	51	they	they	PRON
spir-9056	22	52	become	become	VERB
spir-9056	22	53	inoperable	inoperable	ADJ
spir-9056	22	54	–	–	PUNCT
spir-9056	22	55	they	they	PRON
spir-9056	22	56	break	break	VERB
spir-9056	22	57	or	or	CCONJ
spir-9056	22	58	stutter	stutter	NOUN
spir-9056	22	59	and	and	CCONJ
spir-9056	22	60	they	they	PRON
spir-9056	22	61	then	then	ADV
spir-9056	22	62	become	become	VERB
spir-9056	22	63	the	the	DET
spir-9056	22	64	object	object	NOUN
spir-9056	22	65	of	of	ADP
spir-9056	22	66	attention	attention	NOUN
spir-9056	22	67	”	"	PUNCT
spir-9056	22	68	(	(	PUNCT
spir-9056	22	69	2007	2007	NUM
spir-9056	22	70	,	,	PUNCT
spir-9056	22	71	p.	p.	NOUN
spir-9056	22	72	2	2	NUM
spir-9056	22	73	)	)	PUNCT
spir-9056	22	74	.	.	PUNCT
spir-9056	23	1	in	in	ADP
spir-9056	23	2	an	an	DET
spir-9056	23	3	essay	essay	NOUN
spir-9056	23	4	on	on	ADP
spir-9056	23	5	the	the	DET
spir-9056	23	6	value	value	NOUN
spir-9056	23	7	of	of	ADP
spir-9056	23	8	“	"	PUNCT
spir-9056	23	9	broken	broken	ADJ
spir-9056	23	10	world	world	NOUN
spir-9056	23	11	thinking	thinking	NOUN
spir-9056	23	12	”	"	PUNCT
spir-9056	23	13	as	as	ADP
spir-9056	23	14	a	a	DET
spir-9056	23	15	lens	lens	NOUN
spir-9056	23	16	for	for	ADP
spir-9056	23	17	furthering	further	VERB
spir-9056	23	18	media	medium	NOUN
spir-9056	23	19	and	and	CCONJ
spir-9056	23	20	technology	technology	NOUN
spir-9056	23	21	studies	study	NOUN
spir-9056	23	22	,	,	PUNCT
spir-9056	23	23	steve	steve	PROPN
spir-9056	23	24	jackson	jackson	PROPN
spir-9056	23	25	refers	refer	VERB
spir-9056	23	26	to	to	ADP
spir-9056	23	27	breakdown	breakdown	VERB
spir-9056	23	28	in	in	ADP
spir-9056	23	29	two	two	NUM
spir-9056	23	30	senses	sense	NOUN
spir-9056	23	31	:	:	PUNCT
spir-9056	23	32	as	as	ADP
spir-9056	23	33	the	the	DET
spir-9056	23	34	inevitable	inevitable	ADJ
spir-9056	23	35	decay	decay	NOUN
spir-9056	23	36	of	of	ADP
spir-9056	23	37	systems	system	NOUN
spir-9056	23	38	under	under	ADP
spir-9056	23	39	the	the	DET
spir-9056	23	40	inescapable	inescapable	ADJ
spir-9056	23	41	law	law	NOUN
spir-9056	23	42	of	of	ADP
spir-9056	23	43	entropy	entropy	PROPN
spir-9056	23	44	,	,	PUNCT
spir-9056	23	45	and	and	CCONJ
spir-9056	23	46	as	as	SCONJ
spir-9056	23	47	points	point	NOUN
spir-9056	23	48	of	of	ADP
spir-9056	23	49	breakage	breakage	NOUN
spir-9056	23	50	resulting	result	VERB
spir-9056	23	51	from	from	ADP
spir-9056	23	52	“	"	PUNCT
spir-9056	23	53	bumping	bump	VERB
spir-9056	23	54	up	up	ADP
spir-9056	23	55	against	against	ADP
spir-9056	23	56	the	the	DET
spir-9056	23	57	limits	limit	NOUN
spir-9056	23	58	of	of	ADP
spir-9056	23	59	existing	exist	VERB
spir-9056	23	60	protocols	protocol	NOUN
spir-9056	23	61	and	and	CCONJ
spir-9056	23	62	practices	practice	NOUN
spir-9056	23	63	”	"	PUNCT
spir-9056	23	64	(	(	PUNCT
spir-9056	23	65	2013	2013	NUM
spir-9056	23	66	,	,	PUNCT
spir-9056	23	67	p.	p.	NOUN
spir-9056	23	68	228	228	NUM
spir-9056	23	69	)	)	PUNCT
spir-9056	23	70	.	.	PUNCT
spir-9056	24	1	in	in	ADP
spir-9056	24	2	the	the	DET
spir-9056	24	3	context	context	NOUN
spir-9056	24	4	of	of	ADP
spir-9056	24	5	the	the	DET
spir-9056	24	6	dsc	dsc	NOUN
spir-9056	24	7	,	,	PUNCT
spir-9056	24	8	we	we	PRON
spir-9056	24	9	understand	understand	VERB
spir-9056	24	10	breakdown	breakdown	NOUN
spir-9056	24	11	in	in	ADP
spir-9056	24	12	the	the	DET
spir-9056	24	13	latter	latter	ADJ
spir-9056	24	14	sense	sense	NOUN
spir-9056	24	15	,	,	PUNCT
spir-9056	24	16	as	as	ADP
spir-9056	24	17	a	a	DET
spir-9056	24	18	point	point	NOUN
spir-9056	24	19	of	of	ADP
spir-9056	24	20	stoppage	stoppage	NOUN
spir-9056	24	21	forced	force	VERB
spir-9056	24	22	by	by	ADP
spir-9056	24	23	a	a	DET
spir-9056	24	24	material	material	ADJ
spir-9056	24	25	obstacle	obstacle	NOUN
spir-9056	24	26	.	.	PUNCT
spir-9056	25	1	we	we	PRON
spir-9056	25	2	observed	observe	VERB
spir-9056	25	3	numerous	numerous	ADJ
spir-9056	25	4	instances	instance	NOUN
spir-9056	25	5	in	in	ADP
spir-9056	25	6	which	which	PRON
spir-9056	25	7	encounters	encounter	VERB
spir-9056	25	8	with	with	ADP
spir-9056	25	9	such	such	ADJ
spir-9056	25	10	breakdown	breakdown	NOUN
spir-9056	25	11	illuminated	illuminate	VERB
spir-9056	25	12	the	the	DET
spir-9056	25	13	materiality	materiality	NOUN
spir-9056	25	14	of	of	ADP
spir-9056	25	15	the	the	DET
spir-9056	25	16	data	datum	NOUN
spir-9056	25	17	and	and	CCONJ
spir-9056	25	18	provided	provide	VERB
spir-9056	25	19	an	an	DET
spir-9056	25	20	occasion	occasion	NOUN
spir-9056	25	21	for	for	SCONJ
spir-9056	25	22	the	the	DET
spir-9056	25	23	researchers	researcher	NOUN
spir-9056	25	24	to	to	PART
spir-9056	25	25	envision	envision	VERB
spir-9056	25	26	its	its	PRON
spir-9056	25	27	content	content	NOUN
spir-9056	25	28	and	and	CCONJ
spir-9056	25	29	structure	structure	NOUN
spir-9056	25	30	.	.	PUNCT
spir-9056	26	1	in	in	ADP
spir-9056	26	2	one	one	NUM
spir-9056	26	3	case	case	NOUN
spir-9056	26	4	,	,	PUNCT
spir-9056	26	5	louis	louis	PROPN
spir-9056	26	6	was	be	AUX
spir-9056	26	7	surprised	surprised	ADJ
spir-9056	26	8	that	that	SCONJ
spir-9056	26	9	a	a	DET
spir-9056	26	10	dataset	dataset	NOUN
spir-9056	26	11	did	do	AUX
spir-9056	26	12	n’t	not	PART
spir-9056	26	13	take	take	VERB
spir-9056	26	14	up	up	ADP
spir-9056	26	15	very	very	ADV
spir-9056	26	16	much	much	ADJ
spir-9056	26	17	space	space	NOUN
spir-9056	26	18	on	on	ADP
spir-9056	26	19	a	a	DET
spir-9056	26	20	disk	disk	NOUN
spir-9056	26	21	,	,	PUNCT
spir-9056	26	22	yet	yet	CCONJ
spir-9056	26	23	when	when	SCONJ
spir-9056	26	24	he	he	PRON
spir-9056	26	25	opened	open	VERB
spir-9056	26	26	his	his	PRON
spir-9056	26	27	data	datum	NOUN
spir-9056	26	28	in	in	ADP
spir-9056	26	29	the	the	DET
spir-9056	26	30	statistical	statistical	ADJ
spir-9056	26	31	software	software	NOUN
spir-9056	26	32	package	package	NOUN
spir-9056	26	33	r	r	NOUN
spir-9056	26	34	,	,	PUNCT
spir-9056	26	35	it	it	PRON
spir-9056	26	36	unexpectedly	unexpectedly	ADV
spir-9056	26	37	exceeded	exceed	VERB
spir-9056	26	38	60	60	NUM
spir-9056	26	39	gigabytes	gigabyte	NOUN
spir-9056	26	40	of	of	ADP
spir-9056	26	41	ram	ram	NOUN
spir-9056	26	42	and	and	CCONJ
spir-9056	26	43	maxed	maxe	VERB
spir-9056	26	44	out	out	ADP
spir-9056	26	45	his	his	PRON
spir-9056	26	46	computer	computer	NOUN
spir-9056	26	47	’s	’s	PART
spir-9056	26	48	processing	processing	NOUN
spir-9056	26	49	capabilities	capability	NOUN
spir-9056	26	50	,	,	PUNCT
spir-9056	26	51	making	make	VERB
spir-9056	26	52	it	it	PRON
spir-9056	26	53	impractical	impractical	ADJ
spir-9056	26	54	to	to	PART
spir-9056	26	55	manipulate	manipulate	VERB
spir-9056	26	56	without	without	ADP
spir-9056	26	57	a	a	DET
spir-9056	26	58	distributed	distribute	VERB
spir-9056	26	59	computing	computing	NOUN
spir-9056	26	60	system	system	NOUN
spir-9056	26	61	.	.	PUNCT
spir-9056	27	1	in	in	ADP
spir-9056	27	2	trying	try	VERB
spir-9056	27	3	to	to	PART
spir-9056	27	4	figure	figure	VERB
spir-9056	27	5	out	out	ADP
spir-9056	27	6	why	why	SCONJ
spir-9056	27	7	the	the	DET
spir-9056	27	8	data	datum	NOUN
spir-9056	27	9	seemed	seem	VERB
spir-9056	27	10	to	to	PART
spir-9056	27	11	be	be	AUX
spir-9056	27	12	“	"	PUNCT
spir-9056	27	13	growing	grow	VERB
spir-9056	27	14	”	"	PUNCT
spir-9056	27	15	to	to	ADP
spir-9056	27	16	an	an	DET
spir-9056	27	17	unmanageable	unmanageable	ADJ
spir-9056	27	18	size	size	NOUN
spir-9056	27	19	,	,	PUNCT
spir-9056	27	20	louis	louis	PROPN
spir-9056	27	21	and	and	CCONJ
spir-9056	27	22	his	his	PRON
spir-9056	27	23	data	data	NOUN
spir-9056	27	24	science	science	NOUN
spir-9056	27	25	mentor	mentor	NOUN
spir-9056	27	26	realized	realize	VERB
spir-9056	27	27	that	that	SCONJ
spir-9056	27	28	r	r	NOUN
spir-9056	27	29	,	,	PUNCT
spir-9056	27	30	by	by	ADP
spir-9056	27	31	default	default	NOUN
spir-9056	27	32	,	,	PUNCT
spir-9056	27	33	was	be	AUX
spir-9056	27	34	processing	process	VERB
spir-9056	27	35	the	the	DET
spir-9056	27	36	data	datum	NOUN
spir-9056	27	37	as	as	ADP
spir-9056	27	38	a	a	DET
spir-9056	27	39	dense	dense	ADJ
spir-9056	27	40	matrix	matrix	NOUN
spir-9056	27	41	,	,	PUNCT
spir-9056	27	42	in	in	ADP
spir-9056	27	43	which	which	PRON
spir-9056	27	44	every	every	DET
spir-9056	27	45	coordinate	coordinate	NOUN
spir-9056	27	46	contained	contain	VERB
spir-9056	27	47	a	a	DET
spir-9056	27	48	value	value	NOUN
spir-9056	27	49	.	.	PUNCT
spir-9056	28	1	the	the	DET
spir-9056	28	2	mentor	mentor	NOUN
spir-9056	28	3	realized	realize	VERB
spir-9056	28	4	that	that	SCONJ
spir-9056	28	5	in	in	ADP
spir-9056	28	6	actuality	actuality	NOUN
spir-9056	28	7	,	,	PUNCT
spir-9056	28	8	louis	louis	PROPN
spir-9056	28	9	had	have	VERB
spir-9056	28	10	a	a	DET
spir-9056	28	11	sparse	sparse	ADJ
spir-9056	28	12	matrix	matrix	NOUN
spir-9056	28	13	,	,	PUNCT
spir-9056	28	14	with	with	ADP
spir-9056	28	15	most	most	ADJ
spir-9056	28	16	of	of	ADP
spir-9056	28	17	the	the	DET
spir-9056	28	18	coordinates	coordinate	NOUN
spir-9056	28	19	containing	contain	VERB
spir-9056	28	20	zeroes	zero	NOUN
spir-9056	28	21	.	.	PUNCT
spir-9056	29	1	in	in	ADP
spir-9056	29	2	this	this	DET
spir-9056	29	3	example	example	NOUN
spir-9056	29	4	,	,	PUNCT
spir-9056	29	5	the	the	DET
spir-9056	29	6	encounter	encounter	NOUN
spir-9056	29	7	with	with	ADP
spir-9056	29	8	breakdown	breakdown	NOUN
spir-9056	29	9	led	lead	VERB
spir-9056	29	10	to	to	ADP
spir-9056	29	11	important	important	ADJ
spir-9056	29	12	insights	insight	NOUN
spir-9056	29	13	about	about	ADP
spir-9056	29	14	the	the	DET
spir-9056	29	15	data	datum	NOUN
spir-9056	29	16	’s	’s	PART
spir-9056	29	17	content	content	NOUN
spir-9056	29	18	(	(	PUNCT
spir-9056	29	19	it	it	PRON
spir-9056	29	20	consisted	consist	VERB
spir-9056	29	21	mostly	mostly	ADV
spir-9056	29	22	of	of	ADP
spir-9056	29	23	zeroes	zero	NOUN
spir-9056	29	24	)	)	PUNCT
spir-9056	29	25	and	and	CCONJ
spir-9056	29	26	its	its	PRON
spir-9056	29	27	structure	structure	NOUN
spir-9056	29	28	(	(	PUNCT
spir-9056	29	29	it	it	PRON
spir-9056	29	30	could	could	AUX
spir-9056	29	31	be	be	AUX
spir-9056	29	32	organized	organize	VERB
spir-9056	29	33	as	as	ADP
spir-9056	29	34	a	a	DET
spir-9056	29	35	sparse	sparse	ADJ
spir-9056	29	36	matrix	matrix	NOUN
spir-9056	29	37	)	)	PUNCT
spir-9056	29	38	.	.	PUNCT
spir-9056	30	1	not	not	PART
spir-9056	30	2	only	only	ADV
spir-9056	30	3	does	do	AUX
spir-9056	30	4	breakdown	breakdown	NOUN
spir-9056	30	5	serve	serve	VERB
spir-9056	30	6	to	to	PART
spir-9056	30	7	foreground	foreground	VERB
spir-9056	30	8	the	the	DET
spir-9056	30	9	otherwise	otherwise	ADV
spir-9056	30	10	invisible	invisible	ADJ
spir-9056	30	11	,	,	PUNCT
spir-9056	30	12	but	but	CCONJ
spir-9056	30	13	a	a	DET
spir-9056	30	14	number	number	NOUN
spir-9056	30	15	of	of	ADP
spir-9056	30	16	scholars	scholar	NOUN
spir-9056	30	17	have	have	AUX
spir-9056	30	18	also	also	ADV
spir-9056	30	19	noted	note	VERB
spir-9056	30	20	that	that	SCONJ
spir-9056	30	21	breakdown	breakdown	NOUN
spir-9056	30	22	often	often	ADV
spir-9056	30	23	leads	lead	VERB
spir-9056	30	24	directly	directly	ADV
spir-9056	30	25	to	to	ADP
spir-9056	30	26	productivity	productivity	NOUN
spir-9056	30	27	(	(	PUNCT
spir-9056	30	28	e.g.	e.g.	ADV
spir-9056	30	29	,	,	PUNCT
spir-9056	30	30	petroski	petroski	NOUN
spir-9056	30	31	,	,	PUNCT
spir-9056	30	32	1985	1985	NUM
spir-9056	30	33	;	;	PUNCT
spir-9056	30	34	graham	graham	PROPN
spir-9056	30	35	&	&	CCONJ
spir-9056	30	36	thrift	thrift	PROPN
spir-9056	30	37	,	,	PUNCT
spir-9056	30	38	2007	2007	NUM
spir-9056	30	39	)	)	PUNCT
spir-9056	30	40	,	,	PUNCT
spir-9056	30	41	and	and	CCONJ
spir-9056	30	42	that	that	SCONJ
spir-9056	30	43	“	"	PUNCT
spir-9056	30	44	[	[	X
spir-9056	30	45	innovation	innovation	NOUN
spir-9056	30	46	’s	’s	PART
spir-9056	30	47	]	]	PUNCT
spir-9056	30	48	engine	engine	NOUN
spir-9056	30	49	is	be	AUX
spir-9056	30	50	breakdown	breakdown	ADJ
spir-9056	30	51	and	and	CCONJ
spir-9056	30	52	repair	repair	VERB
spir-9056	30	53	”	"	PUNCT
spir-9056	30	54	(	(	PUNCT
spir-9056	30	55	jackson	jackson	PROPN
spir-9056	30	56	,	,	PUNCT
spir-9056	30	57	2013	2013	NUM
spir-9056	30	58	,	,	PUNCT
spir-9056	30	59	p.	p.	NOUN
spir-9056	30	60	228	228	NUM
spir-9056	30	61	)	)	PUNCT
spir-9056	30	62	.	.	PUNCT
spir-9056	31	1	in	in	ADP
spir-9056	31	2	keeping	keep	VERB
spir-9056	31	3	with	with	ADP
spir-9056	31	4	this	this	DET
spir-9056	31	5	vein	vein	NOUN
spir-9056	31	6	of	of	ADP
spir-9056	31	7	thinking	thinking	NOUN
spir-9056	31	8	,	,	PUNCT
spir-9056	31	9	we	we	PRON
spir-9056	31	10	observed	observe	VERB
spir-9056	31	11	how	how	SCONJ
spir-9056	31	12	encounters	encounter	NOUN
spir-9056	31	13	with	with	ADP
spir-9056	31	14	breakdown	breakdown	NOUN
spir-9056	31	15	in	in	ADP
spir-9056	31	16	the	the	DET
spir-9056	31	17	dsc	dsc	NOUN
spir-9056	31	18	not	not	PART
spir-9056	31	19	only	only	ADV
spir-9056	31	20	surfaced	surface	VERB
spir-9056	31	21	the	the	DET
spir-9056	31	22	materiality	materiality	NOUN
spir-9056	31	23	of	of	ADP
spir-9056	31	24	big	big	ADJ
spir-9056	31	25	data	datum	NOUN
spir-9056	31	26	,	,	PUNCT
spir-9056	31	27	but	but	CCONJ
spir-9056	31	28	also	also	ADV
spir-9056	31	29	how	how	SCONJ
spir-9056	31	30	they	they	PRON
spir-9056	31	31	generated	generate	VERB
spir-9056	31	32	important	important	ADJ
spir-9056	31	33	insights	insight	NOUN
spir-9056	31	34	that	that	SCONJ
spir-9056	31	35	the	the	DET
spir-9056	31	36	researchers	researcher	NOUN
spir-9056	31	37	and	and	CCONJ
spir-9056	31	38	data	datum	NOUN
spir-9056	31	39	scientists	scientist	NOUN
spir-9056	31	40	then	then	ADV
spir-9056	31	41	leveraged	leverage	VERB
spir-9056	31	42	for	for	ADP
spir-9056	31	43	innovation	innovation	NOUN
spir-9056	31	44	and	and	CCONJ
spir-9056	31	45	discovery	discovery	NOUN
spir-9056	31	46	.	.	PUNCT
spir-9056	32	1	for	for	ADP
spir-9056	32	2	example	example	NOUN
spir-9056	32	3	,	,	PUNCT
spir-9056	32	4	after	after	ADP
spir-9056	32	5	louis	louis	NOUN
spir-9056	32	6	’	'	PUNCT
spir-9056	32	7	encounter	encounter	NOUN
spir-9056	32	8	with	with	ADP
spir-9056	32	9	breakdown	breakdown	NOUN
spir-9056	32	10	generated	generate	VERB
spir-9056	32	11	insight	insight	NOUN
spir-9056	32	12	into	into	ADP
spir-9056	32	13	the	the	DET
spir-9056	32	14	nature	nature	NOUN
spir-9056	32	15	of	of	ADP
spir-9056	32	16	his	his	PRON
spir-9056	32	17	data	datum	NOUN
spir-9056	32	18	,	,	PUNCT
spir-9056	32	19	he	he	PRON
spir-9056	32	20	and	and	CCONJ
spir-9056	32	21	his	his	PRON
spir-9056	32	22	mentor	mentor	NOUN
spir-9056	32	23	developed	develop	VERB
spir-9056	32	24	a	a	DET
spir-9056	32	25	strategy	strategy	NOUN
spir-9056	32	26	for	for	ADP
spir-9056	32	27	writing	write	VERB
spir-9056	32	28	code	code	NOUN
spir-9056	32	29	that	that	PRON
spir-9056	32	30	would	would	AUX
spir-9056	32	31	allow	allow	VERB
spir-9056	32	32	them	they	PRON
spir-9056	32	33	to	to	PART
spir-9056	32	34	work	work	VERB
spir-9056	32	35	with	with	ADP
spir-9056	32	36	a	a	DET
spir-9056	32	37	sparse	sparse	ADJ
spir-9056	32	38	matrix	matrix	NOUN
spir-9056	32	39	in	in	ADP
spir-9056	32	40	r.	r.	PROPN
spir-9056	32	41	this	this	PRON
spir-9056	32	42	was	be	AUX
spir-9056	32	43	a	a	DET
spir-9056	32	44	novel	novel	ADJ
spir-9056	32	45	innovation	innovation	NOUN
spir-9056	32	46	for	for	ADP
spir-9056	32	47	the	the	DET
spir-9056	32	48	software	software	NOUN
spir-9056	32	49	package	package	NOUN
spir-9056	32	50	and	and	CCONJ
spir-9056	32	51	reduced	reduce	VERB
spir-9056	32	52	ram	ram	NOUN
spir-9056	32	53	consumption	consumption	NOUN
spir-9056	32	54	by	by	ADP
spir-9056	32	55	compressing	compress	VERB
spir-9056	32	56	the	the	DET
spir-9056	32	57	data	datum	NOUN
spir-9056	32	58	to	to	ADP
spir-9056	32	59	a	a	DET
spir-9056	32	60	manageable	manageable	ADJ
spir-9056	32	61	level	level	NOUN
spir-9056	32	62	.	.	PUNCT
spir-9056	33	1	by	by	ADP
spir-9056	33	2	focusing	focus	VERB
spir-9056	33	3	on	on	ADP
spir-9056	33	4	breakdown	breakdown	NOUN
spir-9056	33	5	in	in	ADP
spir-9056	33	6	this	this	DET
spir-9056	33	7	example	example	NOUN
spir-9056	33	8	and	and	CCONJ
spir-9056	33	9	others	other	NOUN
spir-9056	33	10	from	from	ADP
spir-9056	33	11	the	the	DET
spir-9056	33	12	dsc	dsc	NOUN
spir-9056	33	13	,	,	PUNCT
spir-9056	33	14	we	we	PRON
spir-9056	33	15	were	be	AUX
spir-9056	33	16	able	able	ADJ
spir-9056	33	17	to	to	PART
spir-9056	33	18	trace	trace	VERB
spir-9056	33	19	the	the	DET
spir-9056	33	20	iterative	iterative	NOUN
spir-9056	33	21	process	process	NOUN
spir-9056	33	22	of	of	ADP
spir-9056	33	23	envisioning	envision	VERB
spir-9056	33	24	the	the	DET
spir-9056	33	25	data	datum	NOUN
spir-9056	33	26	,	,	PUNCT
spir-9056	33	27	generating	generate	VERB
spir-9056	33	28	insights	insight	NOUN
spir-9056	33	29	into	into	ADP
spir-9056	33	30	the	the	DET
spir-9056	33	31	data	datum	NOUN
spir-9056	33	32	,	,	PUNCT
spir-9056	33	33	translating	translate	VERB
spir-9056	33	34	insights	insight	NOUN
spir-9056	33	35	into	into	ADP
spir-9056	33	36	strategies	strategy	NOUN
spir-9056	33	37	for	for	ADP
spir-9056	33	38	managing	manage	VERB
spir-9056	33	39	the	the	DET
spir-9056	33	40	data	datum	NOUN
spir-9056	33	41	,	,	PUNCT
spir-9056	33	42	and	and	CCONJ
spir-9056	33	43	encoding	encode	VERB
spir-9056	33	44	those	those	DET
spir-9056	33	45	strategies	strategy	NOUN
spir-9056	33	46	into	into	ADP
spir-9056	33	47	reparative	reparative	ADJ
spir-9056	33	48	communication	communication	NOUN
spir-9056	33	49	with	with	ADP
spir-9056	33	50	the	the	DET
spir-9056	33	51	data	datum	NOUN
spir-9056	33	52	.	.	PUNCT
spir-9056	34	1	conclusion	conclusion	NOUN
spir-9056	34	2	our	our	PRON
spir-9056	34	3	ethnographic	ethnographic	ADJ
spir-9056	34	4	study	study	NOUN
spir-9056	34	5	of	of	ADP
spir-9056	34	6	data	datum	NOUN
spir-9056	34	7	-	-	PUNCT
spir-9056	34	8	intensive	intensive	ADJ
spir-9056	34	9	research	research	NOUN
spir-9056	34	10	in	in	ADP
spir-9056	34	11	an	an	DET
spir-9056	34	12	academic	academic	ADJ
spir-9056	34	13	setting	setting	NOUN
spir-9056	34	14	highlights	highlight	NOUN
spir-9056	34	15	the	the	DET
spir-9056	34	16	importance	importance	NOUN
spir-9056	34	17	of	of	ADP
spir-9056	34	18	the	the	DET
spir-9056	34	19	negotiations	negotiation	NOUN
spir-9056	34	20	between	between	ADP
spir-9056	34	21	the	the	DET
spir-9056	34	22	partial	partial	ADJ
spir-9056	34	23	images	image	NOUN
spir-9056	34	24	of	of	ADP
spir-9056	34	25	data	datum	NOUN
spir-9056	34	26	and	and	CCONJ
spir-9056	34	27	the	the	DET
spir-9056	34	28	material	material	NOUN
spir-9056	34	29	interactions	interaction	NOUN
spir-9056	34	30	with	with	ADP
spir-9056	34	31	data	datum	NOUN
spir-9056	34	32	.	.	PUNCT
spir-9056	35	1	we	we	PRON
spir-9056	35	2	find	find	VERB
spir-9056	35	3	that	that	SCONJ
spir-9056	35	4	encounters	encounter	NOUN
spir-9056	35	5	with	with	ADP
spir-9056	35	6	breakdown	breakdown	NOUN
spir-9056	35	7	became	become	VERB
spir-9056	35	8	sites	site	NOUN
spir-9056	35	9	that	that	PRON
spir-9056	35	10	inspired	inspire	VERB
spir-9056	35	11	new	new	ADJ
spir-9056	35	12	ways	way	NOUN
spir-9056	35	13	of	of	ADP
spir-9056	35	14	knowing	know	VERB
spir-9056	35	15	,	,	PUNCT
spir-9056	35	16	seeing	see	VERB
spir-9056	35	17	,	,	PUNCT
spir-9056	35	18	and	and	CCONJ
spir-9056	35	19	communicating	communicate	VERB
spir-9056	35	20	with	with	ADP
spir-9056	35	21	one	one	NUM
spir-9056	35	22	’s	’s	PART
spir-9056	35	23	data	datum	NOUN
spir-9056	35	24	.	.	PUNCT
spir-9056	36	1	often	often	ADV
spir-9056	36	2	dismissed	dismiss	VERB
spir-9056	36	3	as	as	ADP
spir-9056	36	4	impediments	impediment	NOUN
spir-9056	36	5	that	that	PRON
spir-9056	36	6	slow	slow	VERB
spir-9056	36	7	or	or	CCONJ
spir-9056	36	8	derail	derail	VERB
spir-9056	36	9	a	a	DET
spir-9056	36	10	typical	typical	ADJ
spir-9056	36	11	process	process	NOUN
spir-9056	36	12	of	of	ADP
spir-9056	36	13	scientific	scientific	ADJ
spir-9056	36	14	inquiry	inquiry	NOUN
spir-9056	36	15	,	,	PUNCT
spir-9056	36	16	we	we	PRON
spir-9056	36	17	argue	argue	VERB
spir-9056	36	18	that	that	SCONJ
spir-9056	36	19	these	these	DET
spir-9056	36	20	encounters	encounter	NOUN
spir-9056	36	21	are	be	AUX
spir-9056	36	22	underappreciated	underappreciated	ADJ
spir-9056	36	23	resources	resource	NOUN
spir-9056	36	24	for	for	ADP
spir-9056	36	25	innovation	innovation	NOUN
spir-9056	36	26	and	and	CCONJ
spir-9056	36	27	productivity	productivity	NOUN
spir-9056	36	28	,	,	PUNCT
spir-9056	36	29	and	and	CCONJ
spir-9056	36	30	that	that	SCONJ
spir-9056	36	31	they	they	PRON
spir-9056	36	32	represent	represent	VERB
spir-9056	36	33	essential	essential	ADJ
spir-9056	36	34	sites	site	NOUN
spir-9056	36	35	of	of	ADP
spir-9056	36	36	knowledge	knowledge	NOUN
spir-9056	36	37	production	production	NOUN
spir-9056	36	38	for	for	ADP
spir-9056	36	39	data	data	NOUN
spir-9056	36	40	science	science	NOUN
spir-9056	36	41	and	and	CCONJ
spir-9056	36	42	any	any	DET
spir-9056	36	43	other	other	ADJ
spir-9056	36	44	big	big	ADJ
spir-9056	36	45	data	datum	NOUN
spir-9056	36	46	analysis	analysis	NOUN
spir-9056	36	47	.	.	PUNCT
spir-9056	37	1	thought	thought	NOUN
spir-9056	37	2	of	of	ADP
spir-9056	37	3	in	in	ADP
spir-9056	37	4	this	this	DET
spir-9056	37	5	way	way	NOUN
spir-9056	37	6	,	,	PUNCT
spir-9056	37	7	productive	productive	ADJ
spir-9056	37	8	encounters	encounter	NOUN
spir-9056	37	9	with	with	ADP
spir-9056	37	10	breakdown	breakdown	NOUN
spir-9056	37	11	have	have	VERB
spir-9056	37	12	significant	significant	ADJ
spir-9056	37	13	design	design	NOUN
spir-9056	37	14	implications	implication	NOUN
spir-9056	37	15	,	,	PUNCT
spir-9056	37	16	in	in	SCONJ
spir-9056	37	17	that	that	SCONJ
spir-9056	37	18	the	the	DET
spir-9056	37	19	data	data	NOUN
spir-9056	37	20	science	science	NOUN
spir-9056	37	21	community	community	NOUN
spir-9056	37	22	may	may	AUX
spir-9056	37	23	benefit	benefit	VERB
spir-9056	37	24	from	from	ADP
spir-9056	37	25	tools	tool	NOUN
spir-9056	37	26	and	and	CCONJ
spir-9056	37	27	platforms	platform	NOUN
spir-9056	37	28	that	that	PRON
spir-9056	37	29	facilitate	facilitate	VERB
spir-9056	37	30	communication	communication	NOUN
spir-9056	37	31	between	between	ADP
spir-9056	37	32	data	datum	NOUN
spir-9056	37	33	and	and	CCONJ
spir-9056	37	34	researcher	researcher	NOUN
spir-9056	37	35	by	by	ADP
spir-9056	37	36	more	more	ADV
spir-9056	37	37	explicitly	explicitly	ADV
spir-9056	37	38	calling	call	VERB
spir-9056	37	39	attention	attention	NOUN
spir-9056	37	40	to	to	ADP
spir-9056	37	41	points	point	NOUN
spir-9056	37	42	of	of	ADP
spir-9056	37	43	breakdown	breakdown	NOUN
spir-9056	37	44	.	.	PUNCT
spir-9056	38	1	references	reference	NOUN
spir-9056	38	2	borgman	borgman	PROPN
spir-9056	38	3	,	,	PUNCT
spir-9056	38	4	c.	c.	PROPN
spir-9056	38	5	l.	l.	PROPN
spir-9056	38	6	(	(	PUNCT
spir-9056	38	7	2007	2007	NUM
spir-9056	38	8	)	)	PUNCT
spir-9056	38	9	.	.	PUNCT
spir-9056	39	1	scholarship	scholarship	NOUN
spir-9056	39	2	in	in	ADP
spir-9056	39	3	the	the	DET
spir-9056	39	4	digital	digital	ADJ
spir-9056	39	5	age	age	NOUN
spir-9056	39	6	.	.	PUNCT
spir-9056	40	1	cambridge	cambridge	PROPN
spir-9056	40	2	,	,	PUNCT
spir-9056	40	3	ma	ma	PROPN
spir-9056	40	4	:	:	PUNCT
spir-9056	40	5	mit	mit	PROPN
spir-9056	40	6	press	press	NOUN
spir-9056	40	7	.	.	PUNCT
spir-9056	41	1	borgman	borgman	ADJ
spir-9056	41	2	,	,	PUNCT
spir-9056	41	3	c.	c.	PROPN
spir-9056	41	4	l.	l.	PROPN
spir-9056	41	5	(	(	PUNCT
spir-9056	41	6	2015	2015	NUM
spir-9056	41	7	)	)	PUNCT
spir-9056	41	8	.	.	PUNCT
spir-9056	42	1	big	big	ADJ
spir-9056	42	2	data	datum	NOUN
spir-9056	42	3	,	,	PUNCT
spir-9056	42	4	little	little	ADJ
spir-9056	42	5	data	datum	NOUN
spir-9056	42	6	,	,	PUNCT
spir-9056	42	7	no	no	DET
spir-9056	42	8	data	datum	NOUN
spir-9056	42	9	:	:	PUNCT
spir-9056	42	10	scholarship	scholarship	NOUN
spir-9056	42	11	in	in	ADP
spir-9056	42	12	the	the	DET
spir-9056	42	13	networked	networked	ADJ
spir-9056	42	14	world	world	NOUN
spir-9056	42	15	.	.	PUNCT
spir-9056	43	1	cambridge	cambridge	PROPN
spir-9056	43	2	,	,	PUNCT
spir-9056	43	3	ma	ma	PROPN
spir-9056	43	4	:	:	PUNCT
spir-9056	43	5	mit	mit	PROPN
spir-9056	43	6	press	press	NOUN
spir-9056	43	7	.	.	PUNCT
spir-9056	44	1	edwards	edwards	PROPN
spir-9056	44	2	,	,	PUNCT
spir-9056	44	3	p.	p.	PROPN
spir-9056	44	4	n.	n.	PROPN
spir-9056	44	5	,	,	PUNCT
spir-9056	44	6	jackson	jackson	PROPN
spir-9056	44	7	,	,	PUNCT
spir-9056	44	8	s.	s.	PROPN
spir-9056	44	9	j.	j.	PROPN
spir-9056	44	10	,	,	PUNCT
spir-9056	44	11	chalmers	chalmer	NOUN
spir-9056	44	12	,	,	PUNCT
spir-9056	44	13	m.	m.	NOUN
spir-9056	44	14	k.	k.	PROPN
spir-9056	44	15	,	,	PUNCT
spir-9056	44	16	bowker	bowker	PROPN
spir-9056	44	17	,	,	PUNCT
spir-9056	44	18	g.	g.	PROPN
spir-9056	44	19	c.	c.	PROPN
spir-9056	44	20	,	,	PUNCT
spir-9056	44	21	borgman	borgman	PROPN
spir-9056	44	22	,	,	PUNCT
spir-9056	44	23	c.	c.	PROPN
spir-9056	44	24	l.	l.	PROPN
spir-9056	44	25	,	,	PUNCT
spir-9056	44	26	ribes	ribe	NOUN
spir-9056	44	27	,	,	PUNCT
spir-9056	44	28	d.	d.	PROPN
spir-9056	44	29	,	,	PUNCT
spir-9056	44	30	burton	burton	PROPN
spir-9056	44	31	,	,	PUNCT
spir-9056	44	32	m.	m.	NOUN
spir-9056	44	33	,	,	PUNCT
spir-9056	44	34	&	&	CCONJ
spir-9056	44	35	calvert	calvert	PROPN
spir-9056	44	36	,	,	PUNCT
spir-9056	44	37	s.	s.	PROPN
spir-9056	44	38	(	(	PUNCT
spir-9056	44	39	2013	2013	NUM
spir-9056	44	40	)	)	PUNCT
spir-9056	44	41	knowledge	knowledge	NOUN
spir-9056	44	42	infrastructures	infrastructure	NOUN
spir-9056	44	43	:	:	PUNCT
spir-9056	44	44	intellectual	intellectual	ADJ
spir-9056	44	45	frameworks	framework	NOUN
spir-9056	44	46	and	and	CCONJ
spir-9056	44	47	research	research	NOUN
spir-9056	44	48	challenges	challenge	NOUN
spir-9056	44	49	.	.	PUNCT
spir-9056	45	1	ann	ann	PROPN
spir-9056	45	2	arbor	arbor	PROPN
spir-9056	45	3	:	:	PUNCT
spir-9056	45	4	deep	deep	ADJ
spir-9056	45	5	blue	blue	NOUN
spir-9056	45	6	.	.	PUNCT
spir-9056	46	1	http://hdl.handle.net/2027.42/97552	http://hdl.handle.net/2027.42/97552	PROPN
spir-9056	46	2	.	.	PUNCT
spir-9056	47	1	graham	graham	PROPN
spir-9056	47	2	,	,	PUNCT
spir-9056	47	3	s.	s.	PROPN
spir-9056	47	4	&	&	CCONJ
spir-9056	47	5	thrift	thrift	PROPN
spir-9056	47	6	,	,	PUNCT
spir-9056	47	7	n.	n.	NOUN
spir-9056	47	8	(	(	PUNCT
spir-9056	47	9	2007	2007	NUM
spir-9056	47	10	)	)	PUNCT
spir-9056	47	11	.	.	PUNCT
spir-9056	48	1	out	out	ADP
spir-9056	48	2	of	of	ADP
spir-9056	48	3	order	order	NOUN
spir-9056	48	4	:	:	PUNCT
spir-9056	48	5	understanding	understand	VERB
spir-9056	48	6	repair	repair	NOUN
spir-9056	48	7	and	and	CCONJ
spir-9056	48	8	maintenance	maintenance	NOUN
spir-9056	48	9	.	.	PUNCT
spir-9056	49	1	theory	theory	NOUN
spir-9056	49	2	,	,	PUNCT
spir-9056	49	3	culture	culture	NOUN
spir-9056	49	4	&	&	CCONJ
spir-9056	49	5	society	society	NOUN
spir-9056	49	6	,	,	PUNCT
spir-9056	49	7	24(3	24(3	NUM
spir-9056	49	8	)	)	PUNCT
spir-9056	49	9	,	,	PUNCT
spir-9056	49	10	1–25	1–25	PROPN
spir-9056	49	11	.	.	PUNCT
spir-9056	49	12	doi:10.1177/0263276407075954	doi:10.1177/0263276407075954	NOUN
spir-9056	49	13	hey	hey	INTJ
spir-9056	49	14	,	,	PUNCT
spir-9056	49	15	a.	a.	NOUN
spir-9056	49	16	,	,	PUNCT
spir-9056	49	17	tansley	tansley	NOUN
spir-9056	49	18	,	,	PUNCT
spir-9056	49	19	s.	s.	PROPN
spir-9056	49	20	&	&	CCONJ
spir-9056	49	21	tolle	tolle	PROPN
spir-9056	49	22	,	,	PUNCT
spir-9056	49	23	k.	k.	PROPN
spir-9056	49	24	(	(	PUNCT
spir-9056	49	25	eds	eds	PROPN
spir-9056	49	26	.	.	PUNCT
spir-9056	49	27	)	)	PUNCT
spir-9056	50	1	(	(	PUNCT
spir-9056	50	2	2009	2009	NUM
spir-9056	50	3	)	)	PUNCT
spir-9056	50	4	.	.	PUNCT
spir-9056	51	1	the	the	DET
spir-9056	51	2	fourth	fourth	ADJ
spir-9056	51	3	paradigm	paradigm	NOUN
spir-9056	51	4	:	:	PUNCT
spir-9056	51	5	data	datum	NOUN
spir-9056	51	6	-	-	PUNCT
spir-9056	51	7	intensive	intensive	ADJ
spir-9056	51	8	scientific	scientific	ADJ
spir-9056	51	9	discovery	discovery	NOUN
spir-9056	51	10	.	.	PUNCT
spir-9056	52	1	microsoft	microsoft	PROPN
spir-9056	52	2	research	research	PROPN
spir-9056	52	3	.	.	PUNCT
spir-9056	53	1	http://research.microsoft.com/enus/collaboration/fourthparadigm/4th_paradigm_book_complete_lr.pdf	http://research.microsoft.com/enus/collaboration/fourthparadigm/4th_paradigm_book_complete_lr.pdf	PROPN
spir-9056	53	2	jackson	jackson	PROPN
spir-9056	53	3	,	,	PUNCT
spir-9056	53	4	s.	s.	PROPN
spir-9056	53	5	j.	j.	PROPN
spir-9056	53	6	(	(	PUNCT
spir-9056	53	7	2013	2013	NUM
spir-9056	53	8	)	)	PUNCT
spir-9056	53	9	.	.	PUNCT
spir-9056	54	1	rethinking	rethink	VERB
spir-9056	54	2	repair	repair	NOUN
spir-9056	54	3	.	.	PUNCT
spir-9056	55	1	in	in	ADP
spir-9056	55	2	t.	t.	PROPN
spir-9056	55	3	gillespie	gillespie	PROPN
spir-9056	55	4	,	,	PUNCT
spir-9056	55	5	p.	p.	PROPN
spir-9056	55	6	j.	j.	PROPN
spir-9056	55	7	boczkowski	boczkowski	PROPN
spir-9056	55	8	,	,	PUNCT
spir-9056	55	9	&	&	CCONJ
spir-9056	55	10	k.	k.	PROPN
spir-9056	55	11	a.	a.	PROPN
spir-9056	55	12	foot	foot	PROPN
spir-9056	55	13	(	(	PUNCT
spir-9056	55	14	eds	ed	NOUN
spir-9056	55	15	.	.	PUNCT
spir-9056	55	16	)	)	PUNCT
spir-9056	55	17	,	,	PUNCT
spir-9056	55	18	media	medium	NOUN
spir-9056	55	19	technologies	technology	NOUN
spir-9056	55	20	:	:	PUNCT
spir-9056	55	21	essays	essay	NOUN
spir-9056	55	22	on	on	ADP
spir-9056	55	23	communication	communication	NOUN
spir-9056	55	24	,	,	PUNCT
spir-9056	55	25	materiality	materiality	NOUN
spir-9056	55	26	,	,	PUNCT
spir-9056	55	27	and	and	CCONJ
spir-9056	55	28	society	society	NOUN
spir-9056	55	29	(	(	PUNCT
spir-9056	55	30	pp	pp	ADJ
spir-9056	55	31	.	.	PUNCT
spir-9056	56	1	221–239	221–239	NUM
spir-9056	56	2	)	)	PUNCT
spir-9056	56	3	.	.	PUNCT
spir-9056	57	1	cambridge	cambridge	PROPN
spir-9056	57	2	,	,	PUNCT
spir-9056	57	3	ma	ma	PROPN
spir-9056	57	4	:	:	PUNCT
spir-9056	57	5	mit	mit	PROPN
spir-9056	57	6	press	press	NOUN
spir-9056	57	7	.	.	PUNCT
spir-9056	58	1	petroski	petroski	PROPN
spir-9056	58	2	,	,	PUNCT
spir-9056	58	3	h.	h.	PROPN
spir-9056	58	4	(	(	PUNCT
spir-9056	58	5	1985	1985	NUM
spir-9056	58	6	)	)	PUNCT
spir-9056	58	7	.	.	PUNCT
spir-9056	59	1	to	to	PART
spir-9056	59	2	engineer	engineer	VERB
spir-9056	59	3	is	be	AUX
spir-9056	59	4	human	human	ADJ
spir-9056	59	5	:	:	PUNCT
spir-9056	59	6	the	the	DET
spir-9056	59	7	role	role	NOUN
spir-9056	59	8	of	of	ADP
spir-9056	59	9	failure	failure	NOUN
spir-9056	59	10	in	in	ADP
spir-9056	59	11	successful	successful	ADJ
spir-9056	59	12	design	design	NOUN
spir-9056	59	13	.	.	PUNCT
spir-9056	60	1	london	london	PROPN
spir-9056	60	2	:	:	PUNCT
spir-9056	60	3	macmillan	macmillan	PROPN
spir-9056	60	4	.	.	PROPN
spir-9056	60	5	star	star	PROPN
spir-9056	60	6	,	,	PUNCT
spir-9056	60	7	s.	s.	PROPN
spir-9056	60	8	l.	l.	PROPN
spir-9056	60	9	(	(	PUNCT
spir-9056	60	10	1999	1999	NUM
spir-9056	60	11	)	)	PUNCT
spir-9056	60	12	.	.	PUNCT
spir-9056	61	1	the	the	DET
spir-9056	61	2	ethnography	ethnography	NOUN
spir-9056	61	3	of	of	ADP
spir-9056	61	4	infrastructure	infrastructure	NOUN
spir-9056	61	5	.	.	PUNCT
spir-9056	62	1	american	american	ADJ
spir-9056	62	2	behavioral	behavioral	ADJ
spir-9056	62	3	scientist	scientist	NOUN
spir-9056	62	4	,	,	PUNCT
spir-9056	62	5	43(3	43(3	NUM
spir-9056	62	6	)	)	PUNCT
spir-9056	62	7	,	,	PUNCT
spir-9056	62	8	377	377	NUM
spir-9056	62	9	-	-	SYM
spir-9056	62	10	391	391	NUM
spir-9056	62	11	.	.	PUNCT