id	sid	tid	token	lemma	pos
spir-8538	1	1	selected	select	VERB
spir-8538	1	2	papers	paper	NOUN
spir-8538	1	3	of	of	ADP
spir-8538	1	4	aoir	aoir	NOUN
spir-8538	1	5	2016	2016	NUM
spir-8538	1	6	:	:	PUNCT
spir-8538	1	7	the	the	DET
spir-8538	1	8	17th	17th	ADJ
spir-8538	1	9	annual	annual	ADJ
spir-8538	1	10	conference	conference	NOUN
spir-8538	1	11	of	of	ADP
spir-8538	1	12	the	the	DET
spir-8538	1	13	association	association	NOUN
spir-8538	1	14	of	of	ADP
spir-8538	1	15	internet	internet	NOUN
spir-8538	1	16	researchers	researcher	NOUN
spir-8538	1	17	berlin	berlin	PROPN
spir-8538	1	18	,	,	PUNCT
spir-8538	1	19	germany	germany	PROPN
spir-8538	1	20	/	/	SYM
spir-8538	1	21	5	5	NUM
spir-8538	1	22	-	-	SYM
spir-8538	1	23	8	8	NUM
spir-8538	1	24	october	october	PROPN
spir-8538	1	25	2016	2016	NUM
spir-8538	1	26	halford	halford	NOUN
spir-8538	1	27	,	,	PUNCT
spir-8538	1	28	s.	s.	PROPN
spir-8538	1	29	,	,	PUNCT
spir-8538	1	30	weal	weal	NOUN
spir-8538	1	31	,	,	PUNCT
spir-8538	1	32	m.	m.	NOUN
spir-8538	1	33	,	,	PUNCT
spir-8538	1	34	tinati	tinati	PROPN
spir-8538	1	35	,	,	PUNCT
spir-8538	1	36	r.	r.	PROPN
spir-8538	1	37	,	,	PUNCT
spir-8538	1	38	carr	carr	PROPN
spir-8538	1	39	,	,	PUNCT
spir-8538	1	40	l.	l.	PROPN
spir-8538	1	41	,	,	PUNCT
spir-8538	1	42	pope	pope	PROPN
spir-8538	1	43	,	,	PUNCT
spir-8538	1	44	c.	c.	PROPN
spir-8538	1	45	(	(	PUNCT
spir-8538	1	46	2016	2016	NUM
spir-8538	1	47	,	,	PUNCT
spir-8538	1	48	october	october	PROPN
spir-8538	1	49	5	5	NUM
spir-8538	1	50	-	-	SYM
spir-8538	1	51	8)	8)	NUM
spir-8538	1	52	.	.	PUNCT
spir-8538	2	1	digital	digital	ADJ
spir-8538	2	2	data	datum	NOUN
spir-8538	2	3	infrastructures	infrastructure	NOUN
spir-8538	2	4	:	:	PUNCT
spir-8538	2	5	interrogating	interrogate	VERB
spir-8538	2	6	the	the	DET
spir-8538	2	7	social	social	ADJ
spir-8538	2	8	media	medium	NOUN
spir-8538	2	9	data	datum	NOUN
spir-8538	2	10	pipeline	pipeline	NOUN
spir-8538	2	11	.	.	PUNCT
spir-8538	3	1	paper	paper	NOUN
spir-8538	3	2	presented	present	VERB
spir-8538	3	3	at	at	ADP
spir-8538	3	4	aoir	aoir	NOUN
spir-8538	3	5	2016	2016	NUM
spir-8538	3	6	:	:	PUNCT
spir-8538	3	7	the	the	DET
spir-8538	3	8	17th	17th	ADJ
spir-8538	3	9	annual	annual	ADJ
spir-8538	3	10	conference	conference	NOUN
spir-8538	3	11	of	of	ADP
spir-8538	3	12	the	the	DET
spir-8538	3	13	association	association	NOUN
spir-8538	3	14	of	of	ADP
spir-8538	3	15	internet	internet	NOUN
spir-8538	3	16	researchers	researcher	NOUN
spir-8538	3	17	.	.	PUNCT
spir-8538	4	1	berlin	berlin	PROPN
spir-8538	4	2	,	,	PUNCT
spir-8538	4	3	germany	germany	PROPN
spir-8538	4	4	:	:	PUNCT
spir-8538	4	5	aoir	aoir	NOUN
spir-8538	4	6	.	.	PUNCT
spir-8538	4	7	retrieved	retrieve	VERB
spir-8538	4	8	from	from	ADP
spir-8538	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-8538	4	10	.	.	PUNCT
spir-8538	5	1	digital	digital	ADJ
spir-8538	5	2	data	datum	NOUN
spir-8538	5	3	infrastructures	infrastructure	NOUN
spir-8538	5	4	:	:	PUNCT
spir-8538	5	5	interrogating	interrogate	VERB
spir-8538	5	6	the	the	DET
spir-8538	5	7	social	social	ADJ
spir-8538	5	8	media	medium	NOUN
spir-8538	5	9	data	datum	NOUN
spir-8538	5	10	pipeline	pipeline	PROPN
spir-8538	5	11	susan	susan	PROPN
spir-8538	5	12	halford	halford	PROPN
spir-8538	5	13	web	web	PROPN
spir-8538	5	14	science	science	PROPN
spir-8538	5	15	institute	institute	PROPN
spir-8538	5	16	,	,	PUNCT
spir-8538	5	17	university	university	PROPN
spir-8538	5	18	of	of	ADP
spir-8538	5	19	southampton	southampton	PROPN
spir-8538	5	20	,	,	PUNCT
spir-8538	5	21	uk	uk	PROPN
spir-8538	5	22	.	.	PROPN
spir-8538	5	23	mark	mark	PROPN
spir-8538	5	24	weal	weal	PROPN
spir-8538	5	25	web	web	PROPN
spir-8538	5	26	science	science	PROPN
spir-8538	5	27	institute	institute	PROPN
spir-8538	5	28	,	,	PUNCT
spir-8538	5	29	university	university	PROPN
spir-8538	5	30	of	of	ADP
spir-8538	5	31	southampton	southampton	PROPN
spir-8538	5	32	,	,	PUNCT
spir-8538	5	33	uk	uk	PROPN
spir-8538	5	34	.	.	PROPN
spir-8538	5	35	ramine	ramine	PROPN
spir-8538	5	36	tinati	tinati	PROPN
spir-8538	5	37	web	web	PROPN
spir-8538	5	38	science	science	PROPN
spir-8538	5	39	institute	institute	PROPN
spir-8538	5	40	,	,	PUNCT
spir-8538	5	41	university	university	PROPN
spir-8538	5	42	of	of	ADP
spir-8538	5	43	southampton	southampton	PROPN
spir-8538	5	44	,	,	PUNCT
spir-8538	5	45	uk	uk	PROPN
spir-8538	5	46	.	.	PROPN
spir-8538	5	47	les	les	PROPN
spir-8538	5	48	carr	carr	PROPN
spir-8538	5	49	web	web	PROPN
spir-8538	5	50	science	science	PROPN
spir-8538	5	51	institute	institute	PROPN
spir-8538	5	52	,	,	PUNCT
spir-8538	5	53	university	university	PROPN
spir-8538	5	54	of	of	ADP
spir-8538	5	55	southampton	southampton	PROPN
spir-8538	5	56	,	,	PUNCT
spir-8538	5	57	uk	uk	PROPN
spir-8538	5	58	.	.	PROPN
spir-8538	5	59	catherine	catherine	PROPN
spir-8538	5	60	pope	pope	PROPN
spir-8538	5	61	web	web	PROPN
spir-8538	5	62	science	science	PROPN
spir-8538	5	63	institute	institute	PROPN
spir-8538	5	64	,	,	PUNCT
spir-8538	5	65	university	university	PROPN
spir-8538	5	66	of	of	ADP
spir-8538	5	67	southampton	southampton	PROPN
spir-8538	5	68	,	,	PUNCT
spir-8538	5	69	uk	uk	PROPN
spir-8538	5	70	.	.	PROPN
spir-8538	5	71	social	social	ADJ
spir-8538	5	72	media	medium	NOUN
spir-8538	5	73	are	be	AUX
spir-8538	5	74	now	now	ADV
spir-8538	5	75	firmly	firmly	ADV
spir-8538	5	76	embedded	embed	VERB
spir-8538	5	77	across	across	ADP
spir-8538	5	78	economies	economy	NOUN
spir-8538	5	79	,	,	PUNCT
spir-8538	5	80	cultures	culture	NOUN
spir-8538	5	81	and	and	CCONJ
spir-8538	5	82	politics	politic	NOUN
spir-8538	5	83	and	and	CCONJ
spir-8538	5	84	in	in	ADP
spir-8538	5	85	the	the	DET
spir-8538	5	86	everyday	everyday	ADJ
spir-8538	5	87	lives	life	NOUN
spir-8538	5	88	of	of	ADP
spir-8538	5	89	hundreds	hundred	NOUN
spir-8538	5	90	of	of	ADP
spir-8538	5	91	millions	million	NOUN
spir-8538	5	92	of	of	ADP
spir-8538	5	93	people	people	NOUN
spir-8538	5	94	,	,	PUNCT
spir-8538	5	95	most	most	ADV
spir-8538	5	96	famously	famously	ADV
spir-8538	5	97	a	a	DET
spir-8538	5	98	billion	billion	NUM
spir-8538	5	99	users	user	NOUN
spir-8538	5	100	signing	sign	VERB
spir-8538	5	101	on	on	ADP
spir-8538	5	102	to	to	PART
spir-8538	5	103	facebook	facebook	VERB
spir-8538	5	104	in	in	ADP
spir-8538	5	105	a	a	DET
spir-8538	5	106	single	single	ADJ
spir-8538	5	107	day	day	NOUN
spir-8538	5	108	.	.	PUNCT
spir-8538	6	1	particularly	particularly	ADV
spir-8538	6	2	extraordinary	extraordinary	ADJ
spir-8538	6	3	is	be	AUX
spir-8538	6	4	not	not	PART
spir-8538	6	5	just	just	ADV
spir-8538	6	6	the	the	DET
spir-8538	6	7	new	new	ADJ
spir-8538	6	8	forms	form	NOUN
spir-8538	6	9	of	of	ADP
spir-8538	6	10	social	social	ADJ
spir-8538	6	11	practice	practice	NOUN
spir-8538	6	12	associated	associate	VERB
spir-8538	6	13	with	with	ADP
spir-8538	6	14	social	social	ADJ
spir-8538	6	15	media	medium	NOUN
spir-8538	6	16	–	–	PUNCT
spir-8538	6	17	and	and	CCONJ
spir-8538	6	18	their	their	PRON
spir-8538	6	19	consequences	consequence	NOUN
spir-8538	6	20	–	–	PUNCT
spir-8538	6	21	but	but	CCONJ
spir-8538	6	22	that	that	SCONJ
spir-8538	6	23	the	the	DET
spir-8538	6	24	very	very	ADJ
spir-8538	6	25	nature	nature	NOUN
spir-8538	6	26	of	of	ADP
spir-8538	6	27	these	these	DET
spir-8538	6	28	activities	activity	NOUN
spir-8538	6	29	as	as	ADP
spir-8538	6	30	digital	digital	ADJ
spir-8538	6	31	and	and	CCONJ
spir-8538	6	32	online	online	ADJ
spir-8538	6	33	constitutes	constitute	VERB
spir-8538	6	34	them	they	PRON
spir-8538	6	35	as	as	ADP
spir-8538	6	36	a	a	DET
spir-8538	6	37	remarkable	remarkable	ADJ
spir-8538	6	38	new	new	ADJ
spir-8538	6	39	source	source	NOUN
spir-8538	6	40	of	of	ADP
spir-8538	6	41	social	social	ADJ
spir-8538	6	42	data	datum	NOUN
spir-8538	6	43	.	.	PUNCT
spir-8538	7	1	these	these	DET
spir-8538	7	2	data	datum	NOUN
spir-8538	7	3	are	be	AUX
spir-8538	7	4	generating	generate	VERB
spir-8538	7	5	widespread	widespread	ADJ
spir-8538	7	6	interest	interest	NOUN
spir-8538	7	7	from	from	ADP
spir-8538	7	8	business	business	NOUN
spir-8538	7	9	and	and	CCONJ
spir-8538	7	10	government	government	NOUN
spir-8538	7	11	but	but	CCONJ
spir-8538	7	12	the	the	DET
spir-8538	7	13	response	response	NOUN
spir-8538	7	14	from	from	ADP
spir-8538	7	15	social	social	ADJ
spir-8538	7	16	scientists	scientist	NOUN
spir-8538	7	17	is	be	AUX
spir-8538	7	18	mixed	mixed	ADJ
spir-8538	7	19	.	.	PUNCT
spir-8538	8	1	on	on	ADP
spir-8538	8	2	one	one	NUM
spir-8538	8	3	hand	hand	NOUN
spir-8538	8	4	,	,	PUNCT
spir-8538	8	5	social	social	ADJ
spir-8538	8	6	media	medium	NOUN
spir-8538	8	7	offers	offer	VERB
spir-8538	8	8	new	new	ADJ
spir-8538	8	9	insights	insight	NOUN
spir-8538	8	10	to	to	ADP
spir-8538	8	11	the	the	DET
spir-8538	8	12	things	thing	NOUN
spir-8538	8	13	that	that	PRON
spir-8538	8	14	people	people	NOUN
spir-8538	8	15	say	say	VERB
spir-8538	8	16	and	and	CCONJ
spir-8538	8	17	do	do	VERB
spir-8538	8	18	‘	'	PUNCT
spir-8538	8	19	in	in	ADP
spir-8538	8	20	the	the	DET
spir-8538	8	21	wild	wild	NOUN
spir-8538	8	22	’	'	PUNCT
spir-8538	8	23	,	,	PUNCT
spir-8538	8	24	rather	rather	ADV
spir-8538	8	25	than	than	ADP
spir-8538	8	26	the	the	DET
spir-8538	8	27	things	thing	NOUN
spir-8538	8	28	they	they	PRON
spir-8538	8	29	say	say	VERB
spir-8538	8	30	they	they	PRON
spir-8538	8	31	do	do	VERB
spir-8538	8	32	in	in	ADP
spir-8538	8	33	interviews	interview	NOUN
spir-8538	8	34	and	and	CCONJ
spir-8538	8	35	surveys	survey	NOUN
spir-8538	8	36	,	,	PUNCT
spir-8538	8	37	in	in	ADP
spir-8538	8	38	real	real	ADJ
spir-8538	8	39	time	time	NOUN
spir-8538	8	40	,	,	PUNCT
spir-8538	8	41	and	and	CCONJ
spir-8538	8	42	at	at	ADP
spir-8538	8	43	unprecedented	unprecedented	ADJ
spir-8538	8	44	a	a	DET
spir-8538	8	45	scale	scale	NOUN
spir-8538	8	46	and	and	CCONJ
spir-8538	8	47	pace	pace	NOUN
spir-8538	8	48	(	(	PUNCT
spir-8538	8	49	savage	savage	NOUN
spir-8538	8	50	and	and	CCONJ
spir-8538	8	51	burrows	burrow	NOUN
spir-8538	8	52	2007	2007	NUM
spir-8538	8	53	,	,	PUNCT
spir-8538	8	54	burnap	burnap	NOUN
spir-8538	8	55	et	et	PROPN
spir-8538	8	56	al	al	PROPN
spir-8538	8	57	2013	2013	NUM
spir-8538	8	58	,	,	PUNCT
spir-8538	8	59	tinati	tinati	NOUN
spir-8538	8	60	et	et	NOUN
spir-8538	8	61	al	al	PROPN
spir-8538	8	62	2014	2014	NUM
spir-8538	8	63	;	;	PUNCT
spir-8538	8	64	weller	weller	PROPN
spir-8538	8	65	et	et	NOUN
spir-8538	8	66	al	al	PROPN
spir-8538	8	67	2013	2013	NUM
spir-8538	8	68	)	)	PUNCT
spir-8538	8	69	.	.	PUNCT
spir-8538	9	1	on	on	ADP
spir-8538	9	2	the	the	DET
spir-8538	9	3	other	other	ADJ
spir-8538	9	4	hand	hand	NOUN
spir-8538	9	5	,	,	PUNCT
spir-8538	9	6	some	some	PRON
spir-8538	9	7	see	see	VERB
spir-8538	9	8	these	these	DET
spir-8538	9	9	data	datum	NOUN
spir-8538	9	10	as	as	ADP
spir-8538	9	11	deeply	deeply	ADV
spir-8538	9	12	problematic	problematic	ADJ
spir-8538	9	13	,	,	PUNCT
spir-8538	9	14	flawed	flaw	VERB
spir-8538	9	15	by	by	ADP
spir-8538	9	16	demographic	demographic	ADJ
spir-8538	9	17	biases	bias	NOUN
spir-8538	9	18	and	and	CCONJ
spir-8538	9	19	unknown	unknown	ADJ
spir-8538	9	20	provenance	provenance	NOUN
spir-8538	9	21	.	.	PUNCT
spir-8538	10	1	the	the	DET
spir-8538	10	2	wellestablished	wellestablished	ADJ
spir-8538	10	3	and	and	CCONJ
spir-8538	10	4	well	well	ADV
spir-8538	10	5	-	-	PUNCT
spir-8538	10	6	regarded	regard	VERB
spir-8538	10	7	principles	principle	NOUN
spir-8538	10	8	of	of	ADP
spir-8538	10	9	social	social	ADJ
spir-8538	10	10	scientific	scientific	ADJ
spir-8538	10	11	research	research	NOUN
spir-8538	10	12	are	be	AUX
spir-8538	10	13	grounded	ground	VERB
spir-8538	10	14	in	in	ADP
spir-8538	10	15	clearly	clearly	ADV
spir-8538	10	16	understood	understand	VERB
spir-8538	10	17	populations	population	NOUN
spir-8538	10	18	,	,	PUNCT
spir-8538	10	19	carefully	carefully	ADV
spir-8538	10	20	controlled	control	VERB
spir-8538	10	21	sampling	sampling	NOUN
spir-8538	10	22	and	and	CCONJ
spir-8538	10	23	well	well	ADV
spir-8538	10	24	-	-	PUNCT
spir-8538	10	25	known	know	VERB
spir-8538	10	26	methods	method	NOUN
spir-8538	10	27	for	for	ADP
spir-8538	10	28	collecting	collect	VERB
spir-8538	10	29	data	datum	NOUN
spir-8538	10	30	,	,	PUNCT
spir-8538	10	31	with	with	ADP
spir-8538	10	32	a	a	DET
spir-8538	10	33	high	high	ADJ
spir-8538	10	34	value	value	NOUN
spir-8538	10	35	placed	place	VERB
spir-8538	10	36	on	on	ADP
spir-8538	10	37	transparency	transparency	NOUN
spir-8538	10	38	.	.	PUNCT
spir-8538	11	1	social	social	ADJ
spir-8538	11	2	media	medium	NOUN
spir-8538	11	3	data	datum	NOUN
spir-8538	11	4	offer	offer	VERB
spir-8538	11	5	none	none	NOUN
spir-8538	11	6	of	of	ADP
spir-8538	11	7	this	this	PRON
spir-8538	11	8	.	.	PUNCT
spir-8538	12	1	accordingly	accordingly	ADV
spir-8538	12	2	,	,	PUNCT
spir-8538	12	3	it	it	PRON
spir-8538	12	4	is	be	AUX
spir-8538	12	5	suggested	suggest	VERB
spir-8538	12	6	,	,	PUNCT
spir-8538	12	7	this	this	PRON
spir-8538	12	8	may	may	AUX
spir-8538	12	9	lead	lead	VERB
spir-8538	12	10	not	not	PART
spir-8538	12	11	only	only	ADV
spir-8538	12	12	to	to	ADP
spir-8538	12	13	poor	poor	ADJ
spir-8538	12	14	research	research	NOUN
spir-8538	12	15	and	and	CCONJ
spir-8538	12	16	unsustainable	unsustainable	ADJ
spir-8538	12	17	claims	claim	NOUN
spir-8538	12	18	but	but	CCONJ
spir-8538	12	19	may	may	AUX
spir-8538	12	20	ultimately	ultimately	ADV
spir-8538	12	21	risk	risk	VERB
spir-8538	12	22	the	the	DET
spir-8538	12	23	hard	hard	ADV
spir-8538	12	24	-	-	PUNCT
spir-8538	12	25	won	win	VERB
spir-8538	12	26	reputation	reputation	NOUN
spir-8538	12	27	of	of	ADP
spir-8538	12	28	social	social	ADJ
spir-8538	12	29	science	science	NOUN
spir-8538	12	30	(	(	PUNCT
spir-8538	12	31	golthorpe	golthorpe	NOUN
spir-8538	12	32	2016	2016	NUM
spir-8538	12	33	;	;	PUNCT
spir-8538	12	34	hardaker	hardaker	NOUN
spir-8538	12	35	2016	2016	NUM
spir-8538	12	36	)	)	PUNCT
spir-8538	12	37	.	.	PUNCT
spir-8538	13	1	this	this	DET
spir-8538	13	2	paper	paper	NOUN
spir-8538	13	3	seeks	seek	VERB
spir-8538	13	4	a	a	DET
spir-8538	13	5	middle	middle	ADJ
spir-8538	13	6	path	path	NOUN
spir-8538	13	7	in	in	ADP
spir-8538	13	8	the	the	DET
spir-8538	13	9	space	space	NOUN
spir-8538	13	10	between	between	ADP
spir-8538	13	11	‘	'	PUNCT
spir-8538	13	12	giving	give	VERB
spir-8538	13	13	in	in	ADP
spir-8538	13	14	and	and	CCONJ
spir-8538	13	15	getting	get	VERB
spir-8538	13	16	out	out	ADP
spir-8538	13	17	’	'	PUNCT
spir-8538	13	18	(	(	PUNCT
spir-8538	13	19	gehl	gehl	PROPN
spir-8538	13	20	2015	2015	NUM
spir-8538	13	21	;	;	PUNCT
spir-8538	13	22	148	148	NUM
spir-8538	13	23	):	):	PUNCT
spir-8538	13	24	between	between	ADP
spir-8538	13	25	accepting	accept	VERB
spir-8538	13	26	social	social	ADJ
spir-8538	13	27	media	medium	NOUN
spir-8538	13	28	data	datum	NOUN
spir-8538	13	29	at	at	ADP
spir-8538	13	30	face	face	NOUN
spir-8538	13	31	value	value	NOUN
spir-8538	13	32	and	and	CCONJ
spir-8538	13	33	abandoning	abandon	VERB
spir-8538	13	34	the	the	DET
spir-8538	13	35	opportunities	opportunity	NOUN
spir-8538	13	36	that	that	PRON
spir-8538	13	37	they	they	PRON
spir-8538	13	38	might	might	AUX
spir-8538	13	39	offer	offer	VERB
spir-8538	13	40	.	.	PUNCT
spir-8538	14	1	the	the	DET
spir-8538	14	2	key	key	NOUN
spir-8538	14	3	,	,	PUNCT
spir-8538	14	4	we	we	PRON
spir-8538	14	5	suggest	suggest	VERB
spir-8538	14	6	,	,	PUNCT
spir-8538	14	7	is	be	AUX
spir-8538	14	8	methodological	methodological	ADJ
spir-8538	14	9	.	.	PUNCT
spir-8538	15	1	working	work	VERB
spir-8538	15	2	with	with	ADP
spir-8538	15	3	conventional	conventional	ADJ
spir-8538	15	4	sources	source	NOUN
spir-8538	15	5	of	of	ADP
spir-8538	15	6	data	datum	NOUN
spir-8538	15	7	,	,	PUNCT
spir-8538	15	8	professional	professional	ADJ
spir-8538	15	9	standards	standard	NOUN
spir-8538	15	10	demand	demand	VERB
spir-8538	15	11	that	that	SCONJ
spir-8538	15	12	we	we	PRON
spir-8538	15	13	make	make	VERB
spir-8538	15	14	the	the	DET
spir-8538	15	15	details	detail	NOUN
spir-8538	15	16	of	of	ADP
spir-8538	15	17	our	our	PRON
spir-8538	15	18	research	research	NOUN
spir-8538	15	19	design	design	NOUN
spir-8538	15	20	,	,	PUNCT
spir-8538	15	21	methods	method	NOUN
spir-8538	15	22	of	of	ADP
spir-8538	15	23	data	datum	NOUN
spir-8538	15	24	collection	collection	NOUN
spir-8538	15	25	and	and	CCONJ
spir-8538	15	26	data	datum	NOUN
spir-8538	15	27	management	management	NOUN
spir-8538	15	28	explicit	explicit	ADJ
spir-8538	15	29	.	.	PUNCT
spir-8538	16	1	this	this	PRON
spir-8538	16	2	is	be	AUX
spir-8538	16	3	rarely	rarely	ADV
spir-8538	16	4	the	the	DET
spir-8538	16	5	case	case	NOUN
spir-8538	16	6	in	in	ADP
spir-8538	16	7	publications	publication	NOUN
spir-8538	16	8	that	that	PRON
spir-8538	16	9	use	use	VERB
spir-8538	16	10	social	social	ADJ
spir-8538	16	11	media	medium	NOUN
spir-8538	16	12	data	datum	NOUN
spir-8538	16	13	,	,	PUNCT
spir-8538	16	14	which	which	PRON
spir-8538	16	15	is	be	AUX
spir-8538	16	16	typically	typically	ADV
spir-8538	16	17	presented	present	VERB
spir-8538	16	18	with	with	ADP
spir-8538	16	19	remarkably	remarkably	ADV
spir-8538	16	20	little	little	ADJ
spir-8538	16	21	methodological	methodological	ADJ
spir-8538	16	22	consideration	consideration	NOUN
spir-8538	16	23	of	of	ADP
spir-8538	16	24	the	the	DET
spir-8538	16	25	data	datum	NOUN
spir-8538	16	26	used	use	VERB
spir-8538	16	27	.	.	PUNCT
spir-8538	17	1	certainly	certainly	ADV
spir-8538	17	2	this	this	PRON
spir-8538	17	3	is	be	AUX
spir-8538	17	4	challenging	challenging	ADJ
spir-8538	17	5	.	.	PUNCT
spir-8538	18	1	the	the	DET
spir-8538	18	2	most	most	ADV
spir-8538	18	3	popular	popular	ADJ
spir-8538	18	4	social	social	ADJ
spir-8538	18	5	media	medium	NOUN
spir-8538	18	6	platforms	platform	NOUN
spir-8538	18	7	are	be	AUX
spir-8538	18	8	privately	privately	ADV
spir-8538	18	9	owned	own	VERB
spir-8538	18	10	and	and	CCONJ
spir-8538	18	11	make	make	VERB
spir-8538	18	12	their	their	PRON
spir-8538	18	13	data	datum	NOUN
spir-8538	18	14	available	available	ADJ
spir-8538	18	15	,	,	PUNCT
spir-8538	18	16	if	if	SCONJ
spir-8538	18	17	at	at	ADV
spir-8538	18	18	all	all	ADV
spir-8538	18	19	,	,	PUNCT
spir-8538	18	20	on	on	ADP
spir-8538	18	21	their	their	PRON
spir-8538	18	22	own	own	ADJ
spir-8538	18	23	terms	term	NOUN
spir-8538	18	24	and	and	CCONJ
spir-8538	18	25	with	with	ADP
spir-8538	18	26	differing	differing	ADJ
spir-8538	18	27	levels	level	NOUN
spir-8538	18	28	of	of	ADP
spir-8538	18	29	detail	detail	NOUN
spir-8538	18	30	.	.	PUNCT
spir-8538	19	1	however	however	ADV
spir-8538	19	2	,	,	PUNCT
spir-8538	19	3	just	just	ADV
spir-8538	19	4	because	because	SCONJ
spir-8538	19	5	social	social	ADJ
spir-8538	19	6	media	medium	NOUN
spir-8538	19	7	are	be	AUX
spir-8538	19	8	a	a	DET
spir-8538	19	9	novel	novel	NOUN
spir-8538	19	10	,	,	PUNCT
spir-8538	19	11	and	and	CCONJ
spir-8538	19	12	opaque	opaque	ADJ
spir-8538	19	13	,	,	PUNCT
spir-8538	19	14	source	source	NOUN
spir-8538	19	15	of	of	ADP
spir-8538	19	16	secondary	secondary	ADJ
spir-8538	19	17	data	datum	NOUN
spir-8538	19	18	is	be	AUX
spir-8538	19	19	no	no	DET
spir-8538	19	20	less	less	ADJ
spir-8538	19	21	reason	reason	NOUN
spir-8538	19	22	to	to	PART
spir-8538	19	23	consider	consider	VERB
spir-8538	19	24	these	these	DET
spir-8538	19	25	issues	issue	NOUN
spir-8538	19	26	and	and	CCONJ
spir-8538	19	27	their	their	PRON
spir-8538	19	28	implications	implication	NOUN
spir-8538	19	29	.	.	PUNCT
spir-8538	20	1	to	to	ADP
spir-8538	20	2	the	the	DET
spir-8538	20	3	contrary	contrary	NOUN
spir-8538	20	4	,	,	PUNCT
spir-8538	20	5	there	there	PRON
spir-8538	20	6	is	be	VERB
spir-8538	20	7	all	all	DET
spir-8538	20	8	the	the	DET
spir-8538	20	9	more	more	ADJ
spir-8538	20	10	reason	reason	NOUN
spir-8538	20	11	,	,	PUNCT
spir-8538	20	12	if	if	SCONJ
spir-8538	20	13	we	we	PRON
spir-8538	20	14	are	be	AUX
spir-8538	20	15	to	to	PART
spir-8538	20	16	allow	allow	VERB
spir-8538	20	17	social	social	ADJ
spir-8538	20	18	media	medium	NOUN
spir-8538	20	19	data	datum	NOUN
spir-8538	20	20	to	to	PART
spir-8538	20	21	be	be	AUX
spir-8538	20	22	a	a	DET
spir-8538	20	23	credible	credible	ADJ
spir-8538	20	24	and	and	CCONJ
spir-8538	20	25	sustainable	sustainable	ADJ
spir-8538	20	26	source	source	NOUN
spir-8538	20	27	for	for	ADP
spir-8538	20	28	research	research	NOUN
spir-8538	20	29	.	.	PUNCT
spir-8538	21	1	we	we	PRON
spir-8538	21	2	situate	situate	VERB
spir-8538	21	3	our	our	PRON
spir-8538	21	4	investigation	investigation	NOUN
spir-8538	21	5	theoretically	theoretically	ADV
spir-8538	21	6	by	by	ADP
spir-8538	21	7	drawing	draw	VERB
spir-8538	21	8	on	on	ADP
spir-8538	21	9	the	the	DET
spir-8538	21	10	rich	rich	ADJ
spir-8538	21	11	tradition	tradition	NOUN
spir-8538	21	12	of	of	ADP
spir-8538	21	13	science	science	NOUN
spir-8538	21	14	and	and	CCONJ
spir-8538	21	15	technology	technology	NOUN
spir-8538	21	16	studies	study	NOUN
spir-8538	21	17	,	,	PUNCT
spir-8538	21	18	long	long	ADV
spir-8538	21	19	used	use	VERB
spir-8538	21	20	to	to	PART
spir-8538	21	21	conceptualise	conceptualise	VERB
spir-8538	21	22	data	data	NOUN
spir-8538	21	23	infrastructures	infrastructure	NOUN
spir-8538	21	24	(	(	PUNCT
spir-8538	21	25	bowker	bowker	NOUN
spir-8538	21	26	and	and	CCONJ
spir-8538	21	27	starr	starr	PROPN
spir-8538	21	28	1999	1999	NUM
spir-8538	21	29	)	)	PUNCT
spir-8538	21	30	and	and	CCONJ
spir-8538	21	31	which	which	PRON
spir-8538	21	32	informs	inform	VERB
spir-8538	21	33	recent	recent	ADJ
spir-8538	21	34	theorisations	theorisation	NOUN
spir-8538	21	35	of	of	ADP
spir-8538	21	36	the	the	DET
spir-8538	21	37	broader	broad	ADJ
spir-8538	21	38	‘	'	PUNCT
spir-8538	21	39	dispositifs	dispositif	NOUN
spir-8538	21	40	’	'	PUNCT
spir-8538	21	41	(	(	PUNCT
spir-8538	21	42	ruppert	ruppert	PROPN
spir-8538	21	43	et	et	PROPN
spir-8538	21	44	al	al	PROPN
spir-8538	21	45	2012	2012	NUM
spir-8538	21	46	)	)	PUNCT
spir-8538	21	47	or	or	CCONJ
spir-8538	21	48	‘	'	PUNCT
spir-8538	21	49	assemblages	assemblage	NOUN
spir-8538	21	50	’	'	PUNCT
spir-8538	21	51	(	(	PUNCT
spir-8538	21	52	kitchin	kitchin	NOUN
spir-8538	21	53	and	and	CCONJ
spir-8538	21	54	lauriault	lauriault	ADJ
spir-8538	21	55	2013	2013	NUM
spir-8538	21	56	)	)	PUNCT
spir-8538	21	57	that	that	PRON
spir-8538	21	58	produce	produce	VERB
spir-8538	21	59	new	new	ADJ
spir-8538	21	60	forms	form	NOUN
spir-8538	21	61	of	of	ADP
spir-8538	21	62	digital	digital	ADJ
spir-8538	21	63	data	datum	NOUN
spir-8538	21	64	.	.	PUNCT
spir-8538	22	1	in	in	ADP
spir-8538	22	2	short	short	ADJ
spir-8538	22	3	,	,	PUNCT
spir-8538	22	4	whilst	whilst	SCONJ
spir-8538	22	5	social	social	ADJ
spir-8538	22	6	media	medium	NOUN
spir-8538	22	7	data	datum	NOUN
spir-8538	22	8	have	have	AUX
spir-8538	22	9	emerged	emerge	VERB
spir-8538	22	10	from	from	ADP
spir-8538	22	11	beyond	beyond	ADP
spir-8538	22	12	the	the	DET
spir-8538	22	13	conventional	conventional	ADJ
spir-8538	22	14	practices	practice	NOUN
spir-8538	22	15	of	of	ADP
spir-8538	22	16	social	social	ADJ
spir-8538	22	17	science	science	NOUN
spir-8538	22	18	research	research	NOUN
spir-8538	22	19	,	,	PUNCT
spir-8538	22	20	they	they	PRON
spir-8538	22	21	are	be	AUX
spir-8538	22	22	despite	despite	SCONJ
spir-8538	22	23	the	the	DET
spir-8538	22	24	rhetoric	rhetoric	NOUN
spir-8538	22	25	sometimes	sometimes	ADV
spir-8538	22	26	deployed	deploy	VERB
spir-8538	22	27	–	–	PUNCT
spir-8538	22	28	anything	anything	PRON
spir-8538	22	29	but	but	CCONJ
spir-8538	22	30	‘	'	PUNCT
spir-8538	22	31	naturally	naturally	ADV
spir-8538	22	32	occurring	occur	VERB
spir-8538	22	33	’	'	PUNCT
spir-8538	22	34	.	.	PUNCT
spir-8538	23	1	to	to	ADP
spir-8538	23	2	the	the	DET
spir-8538	23	3	contrary	contrary	NOUN
spir-8538	23	4	,	,	PUNCT
spir-8538	23	5	our	our	PRON
spir-8538	23	6	theoretical	theoretical	ADJ
spir-8538	23	7	approach	approach	NOUN
spir-8538	23	8	insists	insist	VERB
spir-8538	23	9	that	that	SCONJ
spir-8538	23	10	data	datum	NOUN
spir-8538	23	11	are	be	AUX
spir-8538	23	12	constructed	construct	VERB
spir-8538	23	13	through	through	ADP
spir-8538	23	14	the	the	DET
spir-8538	23	15	actions	action	NOUN
spir-8538	23	16	of	of	ADP
spir-8538	23	17	heterogeneous	heterogeneous	ADJ
spir-8538	23	18	actors	actor	NOUN
spir-8538	23	19	,	,	PUNCT
spir-8538	23	20	from	from	ADP
spir-8538	23	21	data	datum	NOUN
spir-8538	23	22	bases	basis	NOUN
spir-8538	23	23	,	,	PUNCT
spir-8538	23	24	interfaces	interface	NOUN
spir-8538	23	25	and	and	CCONJ
spir-8538	23	26	browsers	browser	NOUN
spir-8538	23	27	to	to	ADP
spir-8538	23	28	consumers	consumer	NOUN
spir-8538	23	29	,	,	PUNCT
spir-8538	23	30	markets	market	NOUN
spir-8538	23	31	and	and	CCONJ
spir-8538	23	32	legal	legal	ADJ
spir-8538	23	33	regulations	regulation	NOUN
spir-8538	23	34	.	.	PUNCT
spir-8538	24	1	on	on	ADP
spir-8538	24	2	this	this	DET
spir-8538	24	3	wider	wide	ADJ
spir-8538	24	4	landscape	landscape	NOUN
spir-8538	24	5	our	our	PRON
spir-8538	24	6	specific	specific	ADJ
spir-8538	24	7	focus	focus	NOUN
spir-8538	24	8	in	in	ADP
spir-8538	24	9	this	this	DET
spir-8538	24	10	paper	paper	NOUN
spir-8538	24	11	is	be	AUX
spir-8538	24	12	on	on	ADP
spir-8538	24	13	the	the	DET
spir-8538	24	14	processes	process	NOUN
spir-8538	24	15	through	through	ADP
spir-8538	24	16	which	which	PRON
spir-8538	24	17	social	social	ADJ
spir-8538	24	18	media	medium	NOUN
spir-8538	24	19	data	datum	NOUN
spir-8538	24	20	are	be	AUX
spir-8538	24	21	produced	produce	VERB
spir-8538	24	22	and	and	CCONJ
spir-8538	24	23	made	make	VERB
spir-8538	24	24	available	available	ADJ
spir-8538	24	25	to	to	ADP
spir-8538	24	26	researchers	researcher	NOUN
spir-8538	24	27	.	.	PUNCT
spir-8538	25	1	to	to	PART
spir-8538	25	2	investigate	investigate	VERB
spir-8538	25	3	this	this	PRON
spir-8538	25	4	we	we	PRON
spir-8538	25	5	explore	explore	VERB
spir-8538	25	6	the	the	DET
spir-8538	25	7	‘	'	PUNCT
spir-8538	25	8	pipeline	pipeline	NOUN
spir-8538	25	9	’	'	PUNCT
spir-8538	25	10	of	of	ADP
spir-8538	25	11	social	social	ADJ
spir-8538	25	12	data	datum	NOUN
spir-8538	25	13	production	production	NOUN
spir-8538	25	14	and	and	CCONJ
spir-8538	25	15	circulation	circulation	NOUN
spir-8538	25	16	:	:	PUNCT
spir-8538	25	17	from	from	ADP
spir-8538	25	18	the	the	DET
spir-8538	25	19	user	user	NOUN
spir-8538	25	20	who	who	PRON
spir-8538	25	21	creates	create	VERB
spir-8538	25	22	the	the	DET
spir-8538	25	23	content	content	NOUN
spir-8538	25	24	,	,	PUNCT
spir-8538	25	25	posting	post	VERB
spir-8538	25	26	to	to	ADP
spir-8538	25	27	a	a	DET
spir-8538	25	28	social	social	ADJ
spir-8538	25	29	media	medium	NOUN
spir-8538	25	30	platform	platform	NOUN
spir-8538	25	31	,	,	PUNCT
spir-8538	25	32	to	to	ADP
spir-8538	25	33	the	the	DET
spir-8538	25	34	client	client	NOUN
spir-8538	25	35	software	software	NOUN
spir-8538	25	36	on	on	ADP
spir-8538	25	37	the	the	DET
spir-8538	25	38	phone	phone	NOUN
spir-8538	25	39	,	,	PUNCT
spir-8538	25	40	laptop	laptop	NOUN
spir-8538	25	41	,	,	PUNCT
spir-8538	25	42	etc	etc	X
spir-8538	25	43	.	.	X
spir-8538	25	44	that	that	PRON
spir-8538	25	45	represents	represent	VERB
spir-8538	25	46	the	the	DET
spir-8538	25	47	data	datum	NOUN
spir-8538	25	48	(	(	PUNCT
spir-8538	25	49	sometimes	sometimes	ADV
spir-8538	25	50	in	in	ADP
spir-8538	25	51	different	different	ADJ
spir-8538	25	52	ways	way	NOUN
spir-8538	25	53	,	,	PUNCT
spir-8538	25	54	if	if	SCONJ
spir-8538	25	55	there	there	PRON
spir-8538	25	56	are	be	VERB
spir-8538	25	57	multiple	multiple	ADJ
spir-8538	25	58	clients	client	NOUN
spir-8538	25	59	available	available	ADJ
spir-8538	25	60	for	for	ADP
spir-8538	25	61	a	a	DET
spir-8538	25	62	given	give	VERB
spir-8538	25	63	platform	platform	NOUN
spir-8538	25	64	)	)	PUNCT
spir-8538	25	65	,	,	PUNCT
spir-8538	25	66	the	the	DET
spir-8538	25	67	to	to	ADP
spir-8538	25	68	the	the	DET
spir-8538	25	69	application	application	NOUN
spir-8538	25	70	programming	programming	NOUN
spir-8538	25	71	interface(s	interface(s	PROPN
spir-8538	25	72	)	)	PUNCT
spir-8538	25	73	(	(	PUNCT
spir-8538	25	74	apis	apis	PROPN
spir-8538	25	75	)	)	PUNCT
spir-8538	25	76	,	,	PUNCT
spir-8538	25	77	which	which	PRON
spir-8538	25	78	enforces	enforce	VERB
spir-8538	25	79	rules	rule	NOUN
spir-8538	25	80	to	to	PART
spir-8538	25	81	determine	determine	VERB
spir-8538	25	82	what	what	PRON
spir-8538	25	83	is	be	AUX
spir-8538	25	84	passed	pass	VERB
spir-8538	25	85	through	through	ADP
spir-8538	25	86	to	to	ADP
spir-8538	25	87	the	the	DET
spir-8538	25	88	company	company	NOUN
spir-8538	25	89	’s	’s	PART
spir-8538	25	90	server	server	NOUN
spir-8538	25	91	software	software	NOUN
spir-8538	25	92	,	,	PUNCT
spir-8538	25	93	and	and	CCONJ
spir-8538	25	94	how	how	SCONJ
spir-8538	25	95	,	,	PUNCT
spir-8538	25	96	and	and	CCONJ
spir-8538	25	97	the	the	DET
spir-8538	25	98	server	server	NOUN
spir-8538	25	99	software	software	NOUN
spir-8538	25	100	that	that	PRON
spir-8538	25	101	organizes	organize	VERB
spir-8538	25	102	content	content	NOUN
spir-8538	25	103	into	into	ADP
spir-8538	25	104	data	datum	NOUN
spir-8538	25	105	bases	basis	NOUN
spir-8538	25	106	that	that	PRON
spir-8538	25	107	store	store	VERB
spir-8538	25	108	data	datum	NOUN
spir-8538	25	109	in	in	ADP
spir-8538	25	110	particular	particular	ADJ
spir-8538	25	111	formats	format	NOUN
spir-8538	25	112	and	and	CCONJ
spir-8538	25	113	structures	structure	NOUN
spir-8538	25	114	.	.	PUNCT
spir-8538	26	1	this	this	PRON
spir-8538	26	2	is	be	AUX
spir-8538	26	3	a	a	DET
spir-8538	26	4	thoroughly	thoroughly	ADV
spir-8538	26	5	sociotechnical	sociotechnical	ADJ
spir-8538	26	6	process	process	NOUN
spir-8538	26	7	,	,	PUNCT
spir-8538	26	8	shaped	shape	VERB
spir-8538	26	9	by	by	ADP
spir-8538	26	10	technical	technical	ADJ
spir-8538	26	11	interfaces	interface	NOUN
spir-8538	26	12	and	and	CCONJ
spir-8538	26	13	protocols	protocol	NOUN
spir-8538	26	14	,	,	PUNCT
spir-8538	26	15	data	datum	NOUN
spir-8538	26	16	storage	storage	NOUN
spir-8538	26	17	and	and	CCONJ
spir-8538	26	18	software	software	NOUN
spir-8538	26	19	applications	application	NOUN
spir-8538	26	20	.	.	PUNCT
spir-8538	27	1	and	and	CCONJ
spir-8538	27	2	by	by	ADP
spir-8538	27	3	popular	popular	ADJ
spir-8538	27	4	culture	culture	NOUN
spir-8538	27	5	,	,	PUNCT
spir-8538	27	6	business	business	NOUN
spir-8538	27	7	models	model	NOUN
spir-8538	27	8	,	,	PUNCT
spir-8538	27	9	organizational	organizational	ADJ
spir-8538	27	10	resources	resource	NOUN
spir-8538	27	11	and	and	CCONJ
spir-8538	27	12	so	so	ADV
spir-8538	27	13	on	on	ADV
spir-8538	27	14	.	.	PUNCT
spir-8538	28	1	in	in	ADP
spir-8538	28	2	turn	turn	NOUN
spir-8538	28	3	,	,	PUNCT
spir-8538	28	4	all	all	DET
spir-8538	28	5	this	this	DET
spir-8538	28	6	shapes	shape	NOUN
spir-8538	28	7	if	if	SCONJ
spir-8538	28	8	and	and	CCONJ
spir-8538	28	9	how	how	SCONJ
spir-8538	28	10	these	these	DET
spir-8538	28	11	data	datum	NOUN
spir-8538	28	12	are	be	AUX
spir-8538	28	13	circulated	circulate	VERB
spir-8538	28	14	for	for	ADP
spir-8538	28	15	re	re	NOUN
spir-8538	28	16	-	-	NOUN
spir-8538	28	17	use	use	VERB
spir-8538	28	18	,	,	PUNCT
spir-8538	28	19	back	back	ADV
spir-8538	28	20	down	down	ADP
spir-8538	28	21	the	the	DET
spir-8538	28	22	pipeline	pipeline	NOUN
spir-8538	28	23	.	.	PUNCT
spir-8538	29	1	this	this	DET
spir-8538	29	2	‘	'	PUNCT
spir-8538	29	3	output	output	NOUN
spir-8538	29	4	’	'	PUNCT
spir-8538	29	5	is	be	AUX
spir-8538	29	6	not	not	PART
spir-8538	29	7	a	a	DET
spir-8538	29	8	simple	simple	ADJ
spir-8538	29	9	reversal	reversal	NOUN
spir-8538	29	10	of	of	ADP
spir-8538	29	11	the	the	DET
spir-8538	29	12	‘	'	PUNCT
spir-8538	29	13	input	input	NOUN
spir-8538	29	14	’	'	PUNCT
spir-8538	29	15	and	and	CCONJ
spir-8538	29	16	is	be	AUX
spir-8538	29	17	shaped	shape	VERB
spir-8538	29	18	by	by	ADP
spir-8538	29	19	the	the	DET
spir-8538	29	20	methods	method	NOUN
spir-8538	29	21	that	that	PRON
spir-8538	29	22	researchers	researcher	NOUN
spir-8538	29	23	use	use	VERB
spir-8538	29	24	to	to	PART
spir-8538	29	25	access	access	NOUN
spir-8538	29	26	data	datum	NOUN
spir-8538	29	27	,	,	PUNCT
spir-8538	29	28	the	the	DET
spir-8538	29	29	economics	economic	NOUN
spir-8538	29	30	and	and	CCONJ
spir-8538	29	31	practicalities	practicality	NOUN
spir-8538	29	32	for	for	ADP
spir-8538	29	33	the	the	DET
spir-8538	29	34	companies	company	NOUN
spir-8538	29	35	in	in	ADP
spir-8538	29	36	sharing	share	VERB
spir-8538	29	37	data	datum	NOUN
spir-8538	29	38	,	,	PUNCT
spir-8538	29	39	with	with	ADP
spir-8538	29	40	whom	whom	PRON
spir-8538	29	41	and	and	CCONJ
spir-8538	29	42	on	on	ADP
spir-8538	29	43	what	what	DET
spir-8538	29	44	basis	basis	NOUN
spir-8538	29	45	,	,	PUNCT
spir-8538	29	46	both	both	PRON
spir-8538	29	47	shaped	shape	VERB
spir-8538	29	48	by	by	ADP
spir-8538	29	49	legal	legal	ADJ
spir-8538	29	50	and	and	CCONJ
spir-8538	29	51	sometimes	sometimes	ADV
spir-8538	29	52	even	even	ADV
spir-8538	29	53	ethical	ethical	ADJ
spir-8538	29	54	considerations	consideration	NOUN
spir-8538	29	55	.	.	PUNCT
spir-8538	30	1	our	our	PRON
spir-8538	30	2	paper	paper	NOUN
spir-8538	30	3	explores	explore	VERB
spir-8538	30	4	how	how	SCONJ
spir-8538	30	5	the	the	DET
spir-8538	30	6	data	data	NOUN
spir-8538	30	7	pipeline	pipeline	NOUN
spir-8538	30	8	shapes	shape	VERB
spir-8538	30	9	three	three	NUM
spir-8538	30	10	key	key	ADJ
spir-8538	30	11	methodological	methodological	ADJ
spir-8538	30	12	issues	issue	NOUN
spir-8538	30	13	for	for	ADP
spir-8538	30	14	researchers	researcher	NOUN
spir-8538	30	15	using	use	VERB
spir-8538	30	16	social	social	ADJ
spir-8538	30	17	media	medium	NOUN
spir-8538	30	18	data	datum	NOUN
spir-8538	30	19	:	:	PUNCT
spir-8538	30	20	the	the	DET
spir-8538	30	21	population	population	NOUN
spir-8538	30	22	,	,	PUNCT
spir-8538	30	23	the	the	DET
spir-8538	30	24	sample	sample	NOUN
spir-8538	30	25	and	and	CCONJ
spir-8538	30	26	the	the	DET
spir-8538	30	27	method	method	NOUN
spir-8538	30	28	of	of	ADP
spir-8538	30	29	data	datum	NOUN
spir-8538	30	30	production	production	NOUN
spir-8538	30	31	.	.	PUNCT
spir-8538	31	1	taken	take	VERB
spir-8538	31	2	together	together	ADV
spir-8538	31	3	,	,	PUNCT
spir-8538	31	4	this	this	DET
spir-8538	31	5	problematization	problematization	NOUN
spir-8538	31	6	of	of	ADP
spir-8538	31	7	social	social	ADJ
spir-8538	31	8	media	medium	NOUN
spir-8538	31	9	data	datum	NOUN
spir-8538	31	10	may	may	AUX
spir-8538	31	11	appear	appear	VERB
spir-8538	31	12	only	only	ADV
spir-8538	31	13	to	to	PART
spir-8538	31	14	underscore	underscore	VERB
spir-8538	31	15	the	the	DET
spir-8538	31	16	concerns	concern	NOUN
spir-8538	31	17	expressed	express	VERB
spir-8538	31	18	by	by	ADP
spir-8538	31	19	those	those	PRON
spir-8538	31	20	who	who	PRON
spir-8538	31	21	have	have	AUX
spir-8538	31	22	doubted	doubt	VERB
spir-8538	31	23	their	their	PRON
spir-8538	31	24	promise	promise	NOUN
spir-8538	31	25	for	for	ADP
spir-8538	31	26	robust	robust	ADJ
spir-8538	31	27	social	social	ADJ
spir-8538	31	28	scientific	scientific	ADJ
spir-8538	31	29	research	research	NOUN
spir-8538	31	30	.	.	PUNCT
spir-8538	32	1	this	this	PRON
spir-8538	32	2	is	be	AUX
spir-8538	32	3	not	not	PART
spir-8538	32	4	our	our	PRON
spir-8538	32	5	intention	intention	NOUN
spir-8538	32	6	.	.	PUNCT
spir-8538	33	1	to	to	ADP
spir-8538	33	2	the	the	DET
spir-8538	33	3	contrary	contrary	NOUN
spir-8538	33	4	,	,	PUNCT
spir-8538	33	5	our	our	PRON
spir-8538	33	6	tactic	tactic	NOUN
spir-8538	33	7	is	be	AUX
spir-8538	33	8	to	to	PART
spir-8538	33	9	suggest	suggest	VERB
spir-8538	33	10	that	that	SCONJ
spir-8538	33	11	those	those	PRON
spir-8538	33	12	of	of	ADP
spir-8538	33	13	us	we	PRON
spir-8538	33	14	using	use	VERB
spir-8538	33	15	social	social	ADJ
spir-8538	33	16	media	medium	NOUN
spir-8538	33	17	data	datum	NOUN
spir-8538	33	18	should	should	AUX
spir-8538	33	19	seek	seek	VERB
spir-8538	33	20	to	to	PART
spir-8538	33	21	address	address	VERB
spir-8538	33	22	these	these	DET
spir-8538	33	23	challenges	challenge	NOUN
spir-8538	33	24	in	in	ADP
spir-8538	33	25	our	our	PRON
spir-8538	33	26	research	research	NOUN
spir-8538	33	27	.	.	PUNCT
spir-8538	34	1	certainly	certainly	ADV
spir-8538	34	2	,	,	PUNCT
spir-8538	34	3	we	we	PRON
spir-8538	34	4	must	must	AUX
spir-8538	34	5	accept	accept	VERB
spir-8538	34	6	that	that	SCONJ
spir-8538	34	7	social	social	ADJ
spir-8538	34	8	media	medium	NOUN
spir-8538	34	9	data	datum	NOUN
spir-8538	34	10	are	be	AUX
spir-8538	34	11	not	not	PART
spir-8538	34	12	like	like	ADP
spir-8538	34	13	earlier	early	ADJ
spir-8538	34	14	generations	generation	NOUN
spir-8538	34	15	of	of	ADP
spir-8538	34	16	data	datum	NOUN
spir-8538	34	17	,	,	PUNCT
spir-8538	34	18	and	and	CCONJ
spir-8538	34	19	consequently	consequently	ADV
spir-8538	34	20	that	that	SCONJ
spir-8538	34	21	the	the	DET
spir-8538	34	22	exact	exact	ADJ
spir-8538	34	23	same	same	ADJ
spir-8538	34	24	methodological	methodological	ADJ
spir-8538	34	25	frameworks	framework	NOUN
spir-8538	34	26	will	will	AUX
spir-8538	34	27	not	not	PART
spir-8538	34	28	be	be	AUX
spir-8538	34	29	appropriate	appropriate	ADJ
spir-8538	34	30	.	.	PUNCT
spir-8538	35	1	however	however	ADV
spir-8538	35	2	,	,	PUNCT
spir-8538	35	3	we	we	PRON
spir-8538	35	4	should	should	AUX
spir-8538	35	5	seek	seek	VERB
spir-8538	35	6	to	to	PART
spir-8538	35	7	position	position	VERB
spir-8538	35	8	this	this	DET
spir-8538	35	9	new	new	ADJ
spir-8538	35	10	form	form	NOUN
spir-8538	35	11	of	of	ADP
spir-8538	35	12	data	datum	NOUN
spir-8538	35	13	methodologically	methodologically	ADV
spir-8538	35	14	,	,	PUNCT
spir-8538	35	15	and	and	CCONJ
spir-8538	35	16	develop	develop	VERB
spir-8538	35	17	new	new	ADJ
spir-8538	35	18	frameworks	framework	NOUN
spir-8538	35	19	that	that	PRON
spir-8538	35	20	will	will	AUX
spir-8538	35	21	ensure	ensure	VERB
spir-8538	35	22	its	its	PRON
spir-8538	35	23	future	future	ADJ
spir-8538	35	24	value	value	NOUN
spir-8538	35	25	for	for	ADP
spir-8538	35	26	researchers	researcher	NOUN
spir-8538	35	27	.	.	PUNCT
spir-8538	36	1	we	we	PRON
spir-8538	36	2	conclude	conclude	VERB
spir-8538	36	3	by	by	ADP
spir-8538	36	4	suggesting	suggest	VERB
spir-8538	36	5	some	some	DET
spir-8538	36	6	methodological	methodological	ADJ
spir-8538	36	7	principles	principle	NOUN
spir-8538	36	8	for	for	ADP
spir-8538	36	9	the	the	DET
spir-8538	36	10	use	use	NOUN
spir-8538	36	11	of	of	ADP
spir-8538	36	12	social	social	ADJ
spir-8538	36	13	media	medium	NOUN
spir-8538	36	14	data	datum	NOUN
spir-8538	36	15	that	that	PRON
spir-8538	36	16	might	might	AUX
spir-8538	36	17	strengthen	strengthen	VERB
spir-8538	36	18	–	–	PUNCT
spir-8538	36	19	and	and	CCONJ
spir-8538	36	20	thereby	thereby	ADV
spir-8538	36	21	protect	protect	VERB
spir-8538	36	22	–	–	PUNCT
spir-8538	36	23	this	this	DET
spir-8538	36	24	new	new	ADJ
spir-8538	36	25	source	source	NOUN
spir-8538	36	26	of	of	ADP
spir-8538	36	27	data	datum	NOUN
spir-8538	36	28	for	for	ADP
spir-8538	36	29	sociological	sociological	ADJ
spir-8538	36	30	research	research	NOUN
spir-8538	36	31	.	.	PUNCT
spir-8538	37	1	our	our	PRON
spir-8538	37	2	conviction	conviction	NOUN
spir-8538	37	3	is	be	AUX
spir-8538	37	4	that	that	SCONJ
spir-8538	37	5	this	this	PRON
spir-8538	37	6	will	will	AUX
spir-8538	37	7	produce	produce	VERB
spir-8538	37	8	better	well	ADJ
spir-8538	37	9	academic	academic	ADJ
spir-8538	37	10	research	research	NOUN
spir-8538	37	11	and	and	CCONJ
spir-8538	37	12	will	will	AUX
spir-8538	37	13	also	also	ADV
spir-8538	37	14	develop	develop	VERB
spir-8538	37	15	our	our	PRON
spir-8538	37	16	critical	critical	ADJ
spir-8538	37	17	capacity	capacity	NOUN
spir-8538	37	18	to	to	PART
spir-8538	37	19	contribute	contribute	VERB
spir-8538	37	20	to	to	ADP
spir-8538	37	21	,	,	PUNCT
spir-8538	37	22	and	and	CCONJ
spir-8538	37	23	where	where	SCONJ
spir-8538	37	24	necessary	necessary	ADJ
spir-8538	37	25	critique	critique	NOUN
spir-8538	37	26	,	,	PUNCT
spir-8538	37	27	the	the	DET
spir-8538	37	28	claims	claim	NOUN
spir-8538	37	29	that	that	PRON
spir-8538	37	30	are	be	AUX
spir-8538	37	31	increasingly	increasingly	ADV
spir-8538	37	32	made	make	VERB
spir-8538	37	33	from	from	ADP
spir-8538	37	34	social	social	ADJ
spir-8538	37	35	media	medium	NOUN
spir-8538	37	36	data	datum	NOUN
spir-8538	37	37	by	by	ADP
spir-8538	37	38	governments	government	NOUN
spir-8538	37	39	,	,	PUNCT
spir-8538	37	40	the	the	DET
spir-8538	37	41	media	medium	NOUN
spir-8538	37	42	and	and	CCONJ
spir-8538	37	43	other	other	ADJ
spir-8538	37	44	commercial	commercial	ADJ
spir-8538	37	45	organizations	organization	NOUN
spir-8538	37	46	.	.	PUNCT
spir-8538	38	1	bowker	bowker	PROPN
spir-8538	38	2	,	,	PUNCT
spir-8538	38	3	g.	g.	PROPN
spir-8538	38	4	,	,	PUNCT
spir-8538	38	5	and	and	CCONJ
spir-8538	38	6	starr	starr	PROPN
spir-8538	38	7	,	,	PUNCT
spir-8538	38	8	s.l-	s.l-	NUM
spir-8538	38	9	,	,	PUNCT
spir-8538	38	10	(	(	PUNCT
spir-8538	38	11	1999	1999	NUM
spir-8538	38	12	)	)	PUNCT
spir-8538	38	13	sorting	sort	VERB
spir-8538	38	14	things	thing	NOUN
spir-8538	38	15	out	out	ADP
spir-8538	38	16	:	:	PUNCT
spir-8538	38	17	classification	classification	NOUN
spir-8538	38	18	and	and	CCONJ
spir-8538	38	19	its	its	PRON
spir-8538	38	20	’	'	PUNCT
spir-8538	38	21	consequences	consequence	NOUN
spir-8538	38	22	cambridge	cambridge	PROPN
spir-8538	38	23	,	,	PUNCT
spir-8538	38	24	ma	ma	PROPN
spir-8538	38	25	.	.	PROPN
spir-8538	38	26	,	,	PUNCT
spir-8538	38	27	mit	mit	PROPN
spir-8538	38	28	press	press	NOUN
spir-8538	38	29	.	.	PUNCT
spir-8538	39	1	burnap	burnap	PROPN
spir-8538	39	2	,	,	PUNCT
spir-8538	39	3	p.	p.	PROPN
spir-8538	39	4	,	,	PUNCT
spir-8538	39	5	avis	avis	PROPN
spir-8538	39	6	,	,	PUNCT
spir-8538	39	7	n.	n.	PROPN
spir-8538	39	8	and	and	CCONJ
spir-8538	39	9	rana	rana	PROPN
spir-8538	39	10	,	,	PUNCT
spir-8538	39	11	o.	o.	PROPN
spir-8538	39	12	(	(	PUNCT
spir-8538	39	13	2013	2013	NUM
spir-8538	39	14	)	)	PUNCT
spir-8538	39	15	‘	'	PUNCT
spir-8538	39	16	making	make	VERB
spir-8538	39	17	sense	sense	NOUN
spir-8538	39	18	of	of	ADP
spir-8538	39	19	self	self	NOUN
spir-8538	39	20	-	-	PUNCT
spir-8538	39	21	reported	report	VERB
spir-8538	39	22	socially	socially	ADV
spir-8538	39	23	significant	significant	ADJ
spir-8538	39	24	data	datum	NOUN
spir-8538	39	25	using	use	VERB
spir-8538	39	26	computational	computational	ADJ
spir-8538	39	27	methods	method	NOUN
spir-8538	39	28	’	'	PUNCT
spir-8538	39	29	international	international	ADJ
spir-8538	39	30	journal	journal	NOUN
spir-8538	39	31	of	of	ADP
spir-8538	39	32	social	social	ADJ
spir-8538	39	33	research	research	NOUN
spir-8538	39	34	methodology	methodology	NOUN
spir-8538	39	35	16(3	16(3	PROPN
spir-8538	39	36	)	)	PUNCT
spir-8538	39	37	,	,	PUNCT
spir-8538	39	38	pp	pp	ADP
spir-8538	39	39	.	.	PUNCT
spir-8538	40	1	215	215	NUM
spir-8538	40	2	-	-	SYM
spir-8538	40	3	230	230	NUM
spir-8538	40	4	.	.	PUNCT
spir-8538	41	1	gehl	gehl	PROPN
spir-8538	41	2	,	,	PUNCT
spir-8538	41	3	r.	r.	PROPN
spir-8538	41	4	(	(	PUNCT
spir-8538	41	5	2015	2015	NUM
spir-8538	41	6	)	)	PUNCT
spir-8538	41	7	‘	'	PUNCT
spir-8538	41	8	critical	critical	ADJ
spir-8538	41	9	reverse	reverse	ADJ
spir-8538	41	10	engineering	engineering	NOUN
spir-8538	41	11	’	'	PUNCT
spir-8538	41	12	in	in	ADP
spir-8538	41	13	langlois	langlois	PROPN
spir-8538	41	14	,	,	PUNCT
spir-8538	41	15	g.	g.	PROPN
spir-8538	41	16	,	,	PUNCT
spir-8538	41	17	redden	redden	VERB
spir-8538	41	18	,	,	PUNCT
spir-8538	41	19	j.	j.	PROPN
spir-8538	41	20	,	,	PUNCT
spir-8538	41	21	and	and	CCONJ
spir-8538	41	22	elmer	elmer	PROPN
spir-8538	41	23	,	,	PUNCT
spir-8538	41	24	g.	g.	PROPN
spir-8538	41	25	(	(	PUNCT
spir-8538	41	26	eds	eds	PROPN
spir-8538	41	27	)	)	PUNCT
spir-8538	41	28	compromised	compromise	VERB
spir-8538	41	29	data	datum	NOUN
spir-8538	41	30	:	:	PUNCT
spir-8538	41	31	from	from	ADP
spir-8538	41	32	social	social	ADJ
spir-8538	41	33	media	medium	NOUN
spir-8538	41	34	to	to	ADP
spir-8538	41	35	big	big	ADJ
spir-8538	41	36	data	datum	NOUN
spir-8538	41	37	’	'	PUNCT
spir-8538	41	38	london	london	PROPN
spir-8538	41	39	,	,	PUNCT
spir-8538	41	40	bloomsbury	bloomsbury	PROPN
spir-8538	41	41	.	.	PUNCT
spir-8538	42	1	goldthorpe	goldthorpe	PROPN
spir-8538	42	2	,	,	PUNCT
spir-8538	42	3	j.	j.	PROPN
spir-8538	42	4	(	(	PUNCT
spir-8538	42	5	2016	2016	NUM
spir-8538	42	6	)	)	PUNCT
spir-8538	42	7	sociology	sociology	NOUN
spir-8538	42	8	as	as	ADP
spir-8538	42	9	a	a	DET
spir-8538	42	10	population	population	NOUN
spir-8538	42	11	science	science	NOUN
spir-8538	42	12	,	,	PUNCT
spir-8538	42	13	cambridge	cambridge	PROPN
spir-8538	42	14	,	,	PUNCT
spir-8538	42	15	cambridge	cambridge	PROPN
spir-8538	42	16	up	up	ADP
spir-8538	42	17	hardaker	hardaker	PROPN
spir-8538	42	18	,	,	PUNCT
spir-8538	42	19	c.	c.	PROPN
spir-8538	42	20	(	(	PUNCT
spir-8538	42	21	2016	2016	NUM
spir-8538	42	22	)	)	PUNCT
spir-8538	42	23	‘	'	PUNCT
spir-8538	42	24	misogyny	misogyny	NOUN
spir-8538	42	25	,	,	PUNCT
spir-8538	42	26	machines	machine	NOUN
spir-8538	42	27	,	,	PUNCT
spir-8538	42	28	and	and	CCONJ
spir-8538	42	29	the	the	DET
spir-8538	42	30	media	medium	NOUN
spir-8538	42	31	,	,	PUNCT
spir-8538	42	32	or	or	CCONJ
spir-8538	42	33	:	:	PUNCT
spir-8538	42	34	how	how	SCONJ
spir-8538	42	35	science	science	NOUN
spir-8538	42	36	should	should	AUX
spir-8538	42	37	not	not	PART
spir-8538	42	38	be	be	AUX
spir-8538	42	39	reported	report	VERB
spir-8538	42	40	’	'	PUNCT
spir-8538	42	41	http://wp.lancs.ac.uk/drclaireh/2016/05/27/misogyny-machines-and-themedia-or-how-science-should-not-be-reported/	http://wp.lancs.ac.uk/drclaireh/2016/05/27/misogyny-machines-and-themedia-or-how-science-should-not-be-reported/	PROPN
spir-8538	42	42	accessed	access	VERB
spir-8538	42	43	2	2	NUM
spir-8538	42	44	august	august	PROPN
spir-8538	42	45	2016	2016	NUM
spir-8538	42	46	kitchin	kitchin	PROPN
spir-8538	42	47	,	,	PUNCT
spir-8538	42	48	r.	r.	PROPN
spir-8538	42	49	and	and	CCONJ
spir-8538	42	50	lauriault	lauriault	NOUN
spir-8538	42	51	,	,	PUNCT
spir-8538	42	52	t.	t.	PROPN
spir-8538	42	53	(	(	PUNCT
spir-8538	42	54	2013	2013	NUM
spir-8538	42	55	)	)	PUNCT
spir-8538	42	56	towards	towards	ADP
spir-8538	42	57	critical	critical	ADJ
spir-8538	42	58	data	datum	NOUN
spir-8538	42	59	studies	study	NOUN
spir-8538	42	60	:	:	PUNCT
spir-8538	42	61	charting	chart	VERB
spir-8538	42	62	and	and	CCONJ
spir-8538	42	63	unpacking	unpack	VERB
spir-8538	42	64	data	datum	NOUN
spir-8538	42	65	assemblages	assemblage	NOUN
spir-8538	42	66	and	and	CCONJ
spir-8538	42	67	their	their	PRON
spir-8538	42	68	work	work	NOUN
spir-8538	42	69	’	'	PUNCT
spir-8538	42	70	the	the	DET
spir-8538	42	71	programmable	programmable	ADJ
spir-8538	42	72	city	city	NOUN
spir-8538	42	73	working	work	VERB
spir-8538	42	74	paper	paper	NOUN
spir-8538	42	75	2	2	NUM
spir-8538	42	76	,	,	PUNCT
spir-8538	42	77	university	university	NOUN
spir-8538	42	78	of	of	ADP
spir-8538	42	79	ireland	ireland	PROPN
spir-8538	42	80	maynooth	maynooth	PROPN
spir-8538	42	81	.	.	PUNCT
spir-8538	43	1	ruppert	ruppert	PROPN
spir-8538	43	2	,	,	PUNCT
spir-8538	43	3	e.	e.	PROPN
spir-8538	43	4	,	,	PUNCT
spir-8538	43	5	law	law	PROPN
spir-8538	43	6	,	,	PUNCT
spir-8538	43	7	j.	j.	PROPN
spir-8538	43	8	,	,	PUNCT
spir-8538	43	9	and	and	CCONJ
spir-8538	43	10	savage	savage	NOUN
spir-8538	43	11	,	,	PUNCT
spir-8538	43	12	m.	m.	NOUN
spir-8538	43	13	(	(	PUNCT
spir-8538	43	14	2012	2012	NUM
spir-8538	43	15	)	)	PUNCT
spir-8538	43	16	‘	'	PUNCT
spir-8538	43	17	reassembling	reassemble	VERB
spir-8538	43	18	social	social	ADJ
spir-8538	43	19	science	science	NOUN
spir-8538	43	20	methods	method	NOUN
spir-8538	43	21	:	:	PUNCT
spir-8538	43	22	the	the	DET
spir-8538	43	23	challenge	challenge	NOUN
spir-8538	43	24	of	of	ADP
spir-8538	43	25	digital	digital	ADJ
spir-8538	43	26	devices	device	NOUN
spir-8538	43	27	’	'	PUNCT
spir-8538	43	28	theory	theory	NOUN
spir-8538	43	29	,	,	PUNCT
spir-8538	43	30	culture	culture	NOUN
spir-8538	43	31	and	and	CCONJ
spir-8538	43	32	society	society	NOUN
spir-8538	43	33	30(4	30(4	NUM
spir-8538	43	34	)	)	PUNCT
spir-8538	43	35	pp.22	pp.22	NOUN
spir-8538	43	36	-	-	PUNCT
spir-8538	43	37	46	46	NUM
spir-8538	43	38	.	.	PUNCT
spir-8538	44	1	savage	savage	NOUN
spir-8538	44	2	,	,	PUNCT
spir-8538	44	3	m.	m.	NOUN
spir-8538	44	4	,	,	PUNCT
spir-8538	44	5	and	and	CCONJ
spir-8538	44	6	burrows	burrow	NOUN
spir-8538	44	7	,	,	PUNCT
spir-8538	44	8	r.	r.	PROPN
spir-8538	44	9	(	(	PUNCT
spir-8538	44	10	2007	2007	NUM
spir-8538	44	11	)	)	PUNCT
spir-8538	44	12	‘	'	PUNCT
spir-8538	44	13	the	the	DET
spir-8538	44	14	coming	come	VERB
spir-8538	44	15	crisis	crisis	NOUN
spir-8538	44	16	of	of	ADP
spir-8538	44	17	empirical	empirical	ADJ
spir-8538	44	18	sociology	sociology	NOUN
spir-8538	44	19	’	'	PUNCT
spir-8538	44	20	sociology	sociology	NOUN
spir-8538	44	21	,	,	PUNCT
spir-8538	44	22	41(5	41(5	NUM
spir-8538	44	23	)	)	PUNCT
spir-8538	44	24	pp.885	pp.885	NOUN
spir-8538	44	25	-	-	SYM
spir-8538	44	26	899	899	NUM
spir-8538	44	27	.	.	PUNCT
spir-8538	44	28	weller	weller	PROPN
spir-8538	44	29	,	,	PUNCT
spir-8538	44	30	k.	k.	PROPN
spir-8538	44	31	,	,	PUNCT
spir-8538	44	32	bruns	brun	NOUN
spir-8538	44	33	,	,	PUNCT
spir-8538	44	34	a.	a.	NOUN
spir-8538	44	35	,	,	PUNCT
spir-8538	44	36	burgess	burgess	PROPN
spir-8538	44	37	,	,	PUNCT
spir-8538	44	38	j.	j.	PROPN
spir-8538	44	39	,	,	PUNCT
spir-8538	44	40	mahrt	mahrt	PROPN
spir-8538	44	41	,	,	PUNCT
spir-8538	44	42	m.	m.	NOUN
spir-8538	44	43	,	,	PUNCT
spir-8538	44	44	&	&	CCONJ
spir-8538	44	45	puschmann	puschmann	PROPN
spir-8538	44	46	,	,	PUNCT
spir-8538	44	47	c.	c.	PROPN
spir-8538	44	48	(	(	PUNCT
spir-8538	44	49	eds	eds	PROPN
spir-8538	44	50	.	.	PUNCT
spir-8538	44	51	)	)	PUNCT
spir-8538	45	1	(	(	PUNCT
spir-8538	45	2	2014	2014	NUM
spir-8538	45	3	)	)	PUNCT
spir-8538	45	4	twitter	twitter	NOUN
spir-8538	45	5	and	and	CCONJ
spir-8538	45	6	society	society	NOUN
spir-8538	45	7	new	new	PROPN
spir-8538	45	8	york	york	PROPN
spir-8538	45	9	,	,	PUNCT
spir-8538	45	10	peter	peter	PROPN
spir-8538	45	11	lang	lang	PROPN
spir-8538	45	12	.	.	PUNCT
spir-8538	46	1	tinati	tinati	PROPN
spir-8538	46	2	,	,	PUNCT
spir-8538	46	3	r.	r.	PROPN
spir-8538	46	4	,	,	PUNCT
spir-8538	46	5	halford	halford	PROPN
spir-8538	46	6	,	,	PUNCT
spir-8538	46	7	s.	s.	PROPN
spir-8538	46	8	,	,	PUNCT
spir-8538	46	9	carr	carr	PROPN
spir-8538	46	10	,	,	PUNCT
spir-8538	46	11	l.	l.	PROPN
spir-8538	46	12	,	,	PUNCT
spir-8538	46	13	&	&	CCONJ
spir-8538	46	14	pope	pope	PROPN
spir-8538	46	15	,	,	PUNCT
spir-8538	46	16	c.	c.	PROPN
spir-8538	46	17	(	(	PUNCT
spir-8538	46	18	2014	2014	NUM
spir-8538	46	19	)	)	PUNCT
spir-8538	46	20	‘	'	PUNCT
spir-8538	46	21	big	big	ADJ
spir-8538	46	22	data	datum	NOUN
spir-8538	46	23	:	:	PUNCT
spir-8538	46	24	methodological	methodological	ADJ
spir-8538	46	25	challenges	challenge	NOUN
spir-8538	46	26	and	and	CCONJ
spir-8538	46	27	approaches	approach	NOUN
spir-8538	46	28	for	for	ADP
spir-8538	46	29	sociological	sociological	ADJ
spir-8538	46	30	analysis	analysis	NOUN
spir-8538	46	31	’	'	PUNCT
spir-8538	46	32	sociology	sociology	NOUN
spir-8538	46	33	48	48	NUM
spir-8538	46	34	(	(	PUNCT
spir-8538	46	35	4	4	NUM
spir-8538	46	36	)	)	PUNCT
spir-8538	46	37	pp	pp	ADJ
spir-8538	46	38	.	.	PUNCT
spir-8538	47	1	663	663	NUM
spir-8538	47	2	-	-	SYM
spir-8538	47	3	681	681	NUM
spir-8538	47	4	.	.	PUNCT
spir-8538	48	1	http://orca.cf.ac.uk/47026	http://orca.cf.ac.uk/47026	PROPN
spir-8538	48	2	http://orca.cf.ac.uk/47026	http://orca.cf.ac.uk/47026	PROPN
spir-8538	48	3	http://wp.lancs.ac.uk/drclaireh/2016/05/27/misogyny-machines-and-the-media-or-how-science-should-not-be-reported/	http://wp.lancs.ac.uk/drclaireh/2016/05/27/misogyny-machines-and-the-media-or-how-science-should-not-be-reported/	PROPN
spir-8538	48	4	http://wp.lancs.ac.uk/drclaireh/2016/05/27/misogyny-machines-and-the-media-or-how-science-should-not-be-reported/	http://wp.lancs.ac.uk/drclaireh/2016/05/27/misogyny-machines-and-the-media-or-how-science-should-not-be-reported/	PROPN