id	sid	tid	token	lemma	pos
spir-8786	1	1	selected	select	VERB
spir-8786	1	2	papers	paper	NOUN
spir-8786	1	3	of	of	ADP
spir-8786	1	4	aoir	aoir	NOUN
spir-8786	1	5	2016	2016	NUM
spir-8786	1	6	:	:	PUNCT
spir-8786	1	7	the	the	DET
spir-8786	1	8	17th	17th	ADJ
spir-8786	1	9	annual	annual	ADJ
spir-8786	1	10	conference	conference	NOUN
spir-8786	1	11	of	of	ADP
spir-8786	1	12	the	the	DET
spir-8786	1	13	association	association	NOUN
spir-8786	1	14	of	of	ADP
spir-8786	1	15	internet	internet	NOUN
spir-8786	1	16	researchers	researcher	NOUN
spir-8786	1	17	berlin	berlin	PROPN
spir-8786	1	18	,	,	PUNCT
spir-8786	1	19	germany	germany	PROPN
spir-8786	1	20	/	/	SYM
spir-8786	1	21	5	5	NUM
spir-8786	1	22	-	-	SYM
spir-8786	1	23	8	8	NUM
spir-8786	1	24	october	october	PROPN
spir-8786	1	25	2016	2016	NUM
spir-8786	1	26	suggested	suggest	VERB
spir-8786	1	27	 	 	SPACE
spir-8786	1	28	citation	citation	NOUN
spir-8786	1	29	 	 	SPACE
spir-8786	1	30	(	(	PUNCT
spir-8786	1	31	apa	apa	PROPN
spir-8786	1	32	):	):	PUNCT
spir-8786	1	33	 	 	SPACE
spir-8786	1	34	burgess	burgess	NOUN
spir-8786	1	35	,	,	PUNCT
spir-8786	1	36	 	 	SPACE
spir-8786	1	37	j.	j.	PROPN
spir-8786	1	38	,	,	PUNCT
spir-8786	1	39	 	 	SPACE
spir-8786	1	40	baym	baym	ADV
spir-8786	1	41	,	,	PUNCT
spir-8786	1	42	 	 	SPACE
spir-8786	1	43	n.	n.	NOUN
spir-8786	1	44	,	,	PUNCT
spir-8786	1	45	 	 	SPACE
spir-8786	1	46	bucher	bucher	NOUN
spir-8786	1	47	,	,	PUNCT
spir-8786	1	48	 	 	SPACE
spir-8786	1	49	t.	t.	NOUN
spir-8786	1	50	,	,	PUNCT
spir-8786	1	51	 	 	SPACE
spir-8786	1	52	helmond	helmond	NOUN
spir-8786	1	53	,	,	PUNCT
spir-8786	1	54	 	 	SPACE
spir-8786	1	55	a.	a.	NOUN
spir-8786	1	56	,	,	PUNCT
spir-8786	1	57	 	 	SPACE
spir-8786	1	58	john	john	PROPN
spir-8786	1	59	,	,	PUNCT
spir-8786	1	60	 	 	SPACE
spir-8786	1	61	n.	n.	PROPN
spir-8786	1	62	,	,	PUNCT
spir-8786	1	63	 	 	SPACE
spir-8786	1	64	nissenbaum	nissenbaum	PROPN
spir-8786	1	65	,	,	PUNCT
spir-8786	1	66	 	 	SPACE
spir-8786	1	67	a.	a.	NOUN
spir-8786	1	68	,	,	PUNCT
spir-8786	1	69	  	  	SPACE
spir-8786	1	70	cunningham	cunningham	PROPN
spir-8786	1	71	,	,	PUNCT
spir-8786	1	72	 	 	SPACE
spir-8786	1	73	s.	s.	PROPN
spir-8786	1	74	,	,	PUNCT
spir-8786	1	75	 	 	SPACE
spir-8786	1	76	&	&	CCONJ
spir-8786	1	77	 	 	SPACE
spir-8786	1	78	craig	craig	PROPN
spir-8786	1	79	,	,	PUNCT
spir-8786	1	80	 	 	SPACE
spir-8786	1	81	d.	d.	PROPN
spir-8786	1	82	 	 	SPACE
spir-8786	1	83	(	(	PUNCT
spir-8786	1	84	2016	2016	NUM
spir-8786	1	85	,	,	PUNCT
spir-8786	1	86	 	 	SPACE
spir-8786	1	87	october	october	PROPN
spir-8786	1	88	 	 	SPACE
spir-8786	1	89	5-­8	5-­8	NUM
spir-8786	1	90	)	)	PUNCT
spir-8786	1	91	.	.	PUNCT
spir-8786	1	92	 	 	SPACE
spir-8786	2	1	platform	platform	NOUN
spir-8786	2	2	 	 	SPACE
spir-8786	2	3	studies	study	NOUN
spir-8786	2	4	:	:	PUNCT
spir-8786	2	5	 	 	SPACE
spir-8786	2	6	the	the	DET
spir-8786	2	7	 	 	SPACE
spir-8786	2	8	rules	rule	NOUN
spir-8786	2	9	 	 	SPACE
spir-8786	2	10	of	of	ADP
spir-8786	2	11	 	 	SPACE
spir-8786	2	12	engagement	engagement	NOUN
spir-8786	2	13	.	.	PUNCT
spir-8786	2	14	 	 	SPACE
spir-8786	3	1	panel	panel	NOUN
spir-8786	3	2	  	  	SPACE
spir-8786	3	3	presented	present	VERB
spir-8786	3	4	 	 	SPACE
spir-8786	3	5	at	at	ADP
spir-8786	3	6	 	 	SPACE
spir-8786	3	7	aoir	aoir	VERB
spir-8786	3	8	 	 	SPACE
spir-8786	3	9	2016	2016	NUM
spir-8786	3	10	:	:	PUNCT
spir-8786	3	11	 	 	SPACE
spir-8786	3	12	the	the	DET
spir-8786	3	13	 	 	SPACE
spir-8786	3	14	17th	17th	ADJ
spir-8786	3	15	 	 	SPACE
spir-8786	3	16	annual	annual	ADJ
spir-8786	3	17	 	 	SPACE
spir-8786	3	18	conference	conference	NOUN
spir-8786	3	19	 	 	SPACE
spir-8786	3	20	of	of	ADP
spir-8786	3	21	 	 	SPACE
spir-8786	3	22	the	the	DET
spir-8786	3	23	 	 	SPACE
spir-8786	3	24	association	association	NOUN
spir-8786	3	25	 	 	SPACE
spir-8786	3	26	of	of	ADP
spir-8786	3	27	 	 	SPACE
spir-8786	3	28	internet	internet	NOUN
spir-8786	3	29	 	 	SPACE
spir-8786	3	30	researchers	researcher	NOUN
spir-8786	3	31	.	.	PUNCT
spir-8786	3	32	 	 	SPACE
spir-8786	4	1	berlin	berlin	PROPN
spir-8786	4	2	,	,	PUNCT
spir-8786	4	3	  	  	SPACE
spir-8786	4	4	germany	germany	PROPN
spir-8786	4	5	:	:	PUNCT
spir-8786	4	6	 	 	SPACE
spir-8786	4	7	aoir	aoir	NOUN
spir-8786	4	8	.	.	PUNCT
spir-8786	4	9	 	 	SPACE
spir-8786	4	10	retrieved	retrieve	VERB
spir-8786	4	11	 	 	SPACE
spir-8786	4	12	from	from	ADP
spir-8786	4	13	 	 	SPACE
spir-8786	4	14	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-8786	4	15	.	.	PUNCT
spir-8786	5	1	platform	platform	NOUN
spir-8786	5	2	 	 	SPACE
spir-8786	5	3	studies	study	NOUN
spir-8786	5	4	:	:	PUNCT
spir-8786	5	5	 	 	SPACE
spir-8786	5	6	the	the	DET
spir-8786	5	7	 	 	SPACE
spir-8786	5	8	rules	rule	NOUN
spir-8786	5	9	 	 	SPACE
spir-8786	5	10	of	of	ADP
spir-8786	5	11	 	 	SPACE
spir-8786	5	12	engagement	engagement	NOUN
spir-8786	5	13	    	    	SPACE
spir-8786	5	14	jean	jean	PROPN
spir-8786	5	15	 	 	SPACE
spir-8786	5	16	burgess	burgess	PROPN
spir-8786	5	17	queensland	queensland	PROPN
spir-8786	5	18	 	 	SPACE
spir-8786	5	19	university	university	PROPN
spir-8786	5	20	 	 	SPACE
spir-8786	5	21	of	of	ADP
spir-8786	5	22	 	 	SPACE
spir-8786	5	23	technology	technology	PROPN
spir-8786	5	24	nancy	nancy	PROPN
spir-8786	5	25	 	 	SPACE
spir-8786	5	26	baym	baym	PROPN
spir-8786	5	27	microsoft	microsoft	PROPN
spir-8786	5	28	 	 	SPACE
spir-8786	5	29	research	research	PROPN
spir-8786	5	30	  	  	SPACE
spir-8786	5	31	taina	taina	PROPN
spir-8786	5	32	 	 	SPACE
spir-8786	5	33	bucher	bucher	PROPN
spir-8786	5	34	university	university	PROPN
spir-8786	5	35	 	 	SPACE
spir-8786	5	36	of	of	ADP
spir-8786	5	37	 	 	SPACE
spir-8786	5	38	copenhagen	copenhagen	PROPN
spir-8786	5	39	anne	anne	PROPN
spir-8786	5	40	 	 	SPACE
spir-8786	5	41	helmond	helmond	PROPN
spir-8786	5	42	  	  	SPACE
spir-8786	5	43	university	university	NOUN
spir-8786	5	44	 	 	SPACE
spir-8786	5	45	of	of	ADP
spir-8786	5	46	 	 	SPACE
spir-8786	5	47	amsterdam	amsterdam	PROPN
spir-8786	5	48	    	    	SPACE
spir-8786	5	49	nicholas	nicholas	PROPN
spir-8786	5	50	 	 	SPACE
spir-8786	5	51	a.	a.	PROPN
spir-8786	5	52	 	 	SPACE
spir-8786	5	53	john	john	PROPN
spir-8786	5	54	  	  	SPACE
spir-8786	5	55	department	department	PROPN
spir-8786	5	56	 	 	SPACE
spir-8786	5	57	of	of	ADP
spir-8786	5	58	 	 	SPACE
spir-8786	5	59	communication	communication	NOUN
spir-8786	5	60	,	,	PUNCT
spir-8786	5	61	 	 	SPACE
spir-8786	5	62	the	the	DET
spir-8786	5	63	 	 	SPACE
spir-8786	5	64	hebrew	hebrew	ADJ
spir-8786	5	65	 	 	SPACE
spir-8786	5	66	university	university	NOUN
spir-8786	5	67	 	 	SPACE
spir-8786	5	68	of	of	ADP
spir-8786	5	69	 	 	SPACE
spir-8786	5	70	jerusalem	jerusalem	PROPN
spir-8786	5	71	    	    	SPACE
spir-8786	5	72	asaf	asaf	PROPN
spir-8786	5	73	 	 	SPACE
spir-8786	5	74	nissenbaum	nissenbaum	PROPN
spir-8786	5	75	  	  	SPACE
spir-8786	5	76	department	department	NOUN
spir-8786	5	77	 	 	SPACE
spir-8786	5	78	of	of	ADP
spir-8786	5	79	 	 	SPACE
spir-8786	5	80	communication	communication	NOUN
spir-8786	5	81	,	,	PUNCT
spir-8786	5	82	 	 	SPACE
spir-8786	5	83	the	the	DET
spir-8786	5	84	 	 	SPACE
spir-8786	5	85	hebrew	hebrew	ADJ
spir-8786	5	86	 	 	SPACE
spir-8786	5	87	university	university	NOUN
spir-8786	5	88	 	 	SPACE
spir-8786	5	89	of	of	ADP
spir-8786	5	90	 	 	SPACE
spir-8786	5	91	jerusalem	jerusalem	PROPN
spir-8786	5	92	  	  	SPACE
spir-8786	5	93	stuart	stuart	PROPN
spir-8786	5	94	 	 	SPACE
spir-8786	5	95	cunningham	cunningham	PROPN
spir-8786	5	96	  	  	SPACE
spir-8786	5	97	queensland	queensland	PROPN
spir-8786	5	98	 	 	SPACE
spir-8786	5	99	university	university	NOUN
spir-8786	5	100	 	 	SPACE
spir-8786	5	101	of	of	ADP
spir-8786	5	102	 	 	SPACE
spir-8786	5	103	technology	technology	NOUN
spir-8786	5	104	 	 	SPACE
spir-8786	5	105	(	(	PUNCT
spir-8786	5	106	qut	qut	PROPN
spir-8786	5	107	)	)	PUNCT
spir-8786	5	108	    	    	SPACE
spir-8786	5	109	david	david	PROPN
spir-8786	5	110	 	 	SPACE
spir-8786	5	111	r.	r.	PROPN
spir-8786	5	112	 	 	SPACE
spir-8786	5	113	craig	craig	PROPN
spir-8786	5	114	  	  	SPACE
spir-8786	5	115	university	university	NOUN
spir-8786	5	116	 	 	SPACE
spir-8786	5	117	of	of	ADP
spir-8786	5	118	 	 	SPACE
spir-8786	5	119	southern	southern	ADJ
spir-8786	5	120	 	 	SPACE
spir-8786	5	121	california	california	PROPN
spir-8786	5	122	    	    	SPACE
spir-8786	5	123	panel	panel	NOUN
spir-8786	5	124	 	 	SPACE
spir-8786	5	125	overview	overview	NOUN
spir-8786	5	126	      	      	SPACE
spir-8786	5	127	social	social	ADJ
spir-8786	5	128	 	 	SPACE
spir-8786	5	129	media	medium	NOUN
spir-8786	5	130	 	 	SPACE
spir-8786	5	131	platforms	platform	NOUN
spir-8786	5	132	 	 	SPACE
spir-8786	5	133	like	like	ADP
spir-8786	5	134	 	 	SPACE
spir-8786	5	135	twitter	twitter	NOUN
spir-8786	5	136	,	,	PUNCT
spir-8786	5	137	 	 	SPACE
spir-8786	5	138	facebook	facebook	NOUN
spir-8786	5	139	 	 	SPACE
spir-8786	5	140	and	and	CCONJ
spir-8786	5	141	 	 	SPACE
spir-8786	5	142	youtube	youtube	NOUN
spir-8786	5	143	 	 	SPACE
spir-8786	5	144	are	be	AUX
spir-8786	5	145	 	 	SPACE
spir-8786	5	146	central	central	ADJ
spir-8786	5	147	 	 	SPACE
spir-8786	5	148	to	to	ADP
spir-8786	5	149	 	 	SPACE
spir-8786	5	150	people	people	NOUN
spir-8786	5	151	’s	’s	PART
spir-8786	5	152	  	  	SPACE
spir-8786	5	153	experiences	experience	NOUN
spir-8786	5	154	 	 	SPACE
spir-8786	5	155	of	of	ADP
spir-8786	5	156	 	 	SPACE
spir-8786	5	157	the	the	DET
spir-8786	5	158	 	 	SPACE
spir-8786	5	159	internet	internet	NOUN
spir-8786	5	160	 	 	SPACE
spir-8786	5	161	and	and	CCONJ
spir-8786	5	162	 	 	SPACE
spir-8786	5	163	mobile	mobile	ADJ
spir-8786	5	164	 	 	SPACE
spir-8786	5	165	media	medium	NOUN
spir-8786	5	166	,	,	PUNCT
spir-8786	5	167	 	 	SPACE
spir-8786	5	168	and	and	CCONJ
spir-8786	5	169	 	 	SPACE
spir-8786	5	170	increasingly	increasingly	ADV
spir-8786	5	171	 	 	SPACE
spir-8786	5	172	extend	extend	VERB
spir-8786	5	173	 	 	SPACE
spir-8786	5	174	far	far	ADV
spir-8786	5	175	 	 	SPACE
spir-8786	5	176	beyond	beyond	ADP
spir-8786	5	177	  	  	SPACE
spir-8786	5	178	communication	communication	NOUN
spir-8786	5	179	 	 	SPACE
spir-8786	5	180	or	or	CCONJ
spir-8786	5	181	 	 	SPACE
spir-8786	5	182	entertainment	entertainment	NOUN
spir-8786	5	183	,	,	PUNCT
spir-8786	5	184	 	 	SPACE
spir-8786	5	185	into	into	ADP
spir-8786	5	186	 	 	SPACE
spir-8786	5	187	transport	transport	NOUN
spir-8786	5	188	,	,	PUNCT
spir-8786	5	189	 	 	SPACE
spir-8786	5	190	health	health	NOUN
spir-8786	5	191	,	,	PUNCT
spir-8786	5	192	 	 	SPACE
spir-8786	5	193	and	and	CCONJ
spir-8786	5	194	 	 	SPACE
spir-8786	5	195	finance	finance	NOUN
spir-8786	5	196	.	.	PUNCT
spir-8786	5	197	 	 	SPACE
spir-8786	6	1	these	these	DET
spir-8786	6	2	 	 	SPACE
spir-8786	6	3	platforms	platform	NOUN
spir-8786	6	4	  	  	SPACE
spir-8786	6	5	also	also	ADV
spir-8786	6	6	 	 	SPACE
spir-8786	6	7	serve	serve	VERB
spir-8786	6	8	 	 	SPACE
spir-8786	6	9	up	up	ADP
spir-8786	6	10	 	 	SPACE
spir-8786	6	11	and	and	CCONJ
spir-8786	6	12	 	 	SPACE
spir-8786	6	13	serve	serve	VERB
spir-8786	6	14	 	 	SPACE
spir-8786	6	15	as	as	ADP
spir-8786	6	16	 	 	SPACE
spir-8786	6	17	data	datum	NOUN
spir-8786	6	18	 	 	SPACE
spir-8786	6	19	for	for	ADP
spir-8786	6	20	 	 	SPACE
spir-8786	6	21	internet	internet	NOUN
spir-8786	6	22	 	 	SPACE
spir-8786	6	23	scholars	scholar	NOUN
spir-8786	6	24	 	 	SPACE
spir-8786	6	25	and	and	CCONJ
spir-8786	6	26	 	 	SPACE
spir-8786	6	27	practitioners	practitioner	NOUN
spir-8786	6	28	.	.	PUNCT
spir-8786	6	29	 	 	SPACE
spir-8786	7	1	how	how	SCONJ
spir-8786	7	2	 	 	SPACE
spir-8786	7	3	should	should	AUX
spir-8786	7	4	 	 	SPACE
spir-8786	7	5	we	we	PRON
spir-8786	7	6	  	  	SPACE
spir-8786	7	7	best	good	ADJ
spir-8786	7	8	 	 	SPACE
spir-8786	7	9	approach	approach	NOUN
spir-8786	7	10	 	 	SPACE
spir-8786	7	11	platforms	platform	NOUN
spir-8786	7	12	 	 	SPACE
spir-8786	7	13	as	as	ADP
spir-8786	7	14	 	 	SPACE
spir-8786	7	15	objects	object	NOUN
spir-8786	7	16	 	 	SPACE
spir-8786	7	17	of	of	ADP
spir-8786	7	18	 	 	SPACE
spir-8786	7	19	study	study	NOUN
spir-8786	7	20	?	?	PUNCT
spir-8786	7	21	 	 	SPACE
spir-8786	8	1	how	how	SCONJ
spir-8786	8	2	 	 	SPACE
spir-8786	8	3	do	do	AUX
spir-8786	8	4	 	 	SPACE
spir-8786	8	5	platforms	platform	NOUN
spir-8786	8	6	’	'	PUNCT
spir-8786	8	7	 	 	SPACE
spir-8786	8	8	rules	rule	VERB
spir-8786	8	9	 	 	SPACE
spir-8786	8	10	and	and	CCONJ
spir-8786	8	11	 	 	SPACE
spir-8786	8	12	norms	norm	NOUN
spir-8786	8	13	 	 	SPACE
spir-8786	8	14	for	for	ADP
spir-8786	8	15	  	  	SPACE
spir-8786	8	16	engagement	engagement	NOUN
spir-8786	8	17	 	 	SPACE
spir-8786	8	18	shape	shape	NOUN
spir-8786	8	19	 	 	SPACE
spir-8786	8	20	the	the	DET
spir-8786	8	21	 	 	SPACE
spir-8786	8	22	practices	practice	NOUN
spir-8786	8	23	 	 	SPACE
spir-8786	8	24	we	we	PRON
spir-8786	8	25	 	 	SPACE
spir-8786	8	26	study	study	VERB
spir-8786	8	27	?	?	PUNCT
spir-8786	8	28	 	 	SPACE
spir-8786	9	1	how	how	SCONJ
spir-8786	9	2	 	 	SPACE
spir-8786	9	3	do	do	VERB
spir-8786	9	4	 	 	SPACE
spir-8786	9	5	the	the	DET
spir-8786	9	6	 	 	SPACE
spir-8786	9	7	material	material	NOUN
spir-8786	9	8	 	 	SPACE
spir-8786	9	9	rules	rule	VERB
spir-8786	9	10	 	 	SPACE
spir-8786	9	11	of	of	ADP
spir-8786	9	12	 	 	SPACE
spir-8786	9	13	these	these	DET
spir-8786	9	14	 	 	SPACE
spir-8786	9	15	systems	system	NOUN
spir-8786	9	16	  	  	SPACE
spir-8786	9	17	–	–	PUNCT
spir-8786	9	18	 	 	SPACE
spir-8786	9	19	their	their	PRON
spir-8786	9	20	 	 	SPACE
spir-8786	9	21	algorithms	algorithm	NOUN
spir-8786	9	22	,	,	PUNCT
spir-8786	9	23	 	 	SPACE
spir-8786	9	24	their	their	PRON
spir-8786	9	25	 	 	SPACE
spir-8786	9	26	apis	apis	ADJ
spir-8786	9	27	,	,	PUNCT
spir-8786	9	28	 	 	SPACE
spir-8786	9	29	the	the	DET
spir-8786	9	30	 	 	SPACE
spir-8786	9	31	analytics	analytic	NOUN
spir-8786	9	32	 	 	SPACE
spir-8786	9	33	they	they	PRON
spir-8786	9	34	 	 	SPACE
spir-8786	9	35	provide	provide	VERB
spir-8786	9	36	 	 	SPACE
spir-8786	9	37	–	–	PUNCT
spir-8786	9	38	 	 	SPACE
spir-8786	9	39	shape	shape	NOUN
spir-8786	9	40	 	 	SPACE
spir-8786	9	41	what	what	PRON
spir-8786	9	42	 	 	SPACE
spir-8786	9	43	we	we	PRON
spir-8786	9	44	 	 	SPACE
spir-8786	9	45	can	can	AUX
spir-8786	9	46	 	 	SPACE
spir-8786	9	47	know	know	VERB
spir-8786	9	48	  	  	SPACE
spir-8786	9	49	about	about	ADP
spir-8786	9	50	 	 	SPACE
spir-8786	9	51	them	they	PRON
spir-8786	9	52	?	?	PUNCT
spir-8786	9	53	    	    	SPACE
spir-8786	10	1	while	while	SCONJ
spir-8786	10	2	 	 	SPACE
spir-8786	10	3	the	the	DET
spir-8786	10	4	 	 	SPACE
spir-8786	10	5	importance	importance	NOUN
spir-8786	10	6	 	 	SPACE
spir-8786	10	7	of	of	ADP
spir-8786	10	8	 	 	SPACE
spir-8786	10	9	and	and	CCONJ
spir-8786	10	10	 	 	SPACE
spir-8786	10	11	methods	method	NOUN
spir-8786	10	12	 	 	SPACE
spir-8786	10	13	for	for	ADP
spir-8786	10	14	 	 	SPACE
spir-8786	10	15	studying	study	VERB
spir-8786	10	16	 	 	SPACE
spir-8786	10	17	platforms	platform	NOUN
spir-8786	10	18	 	 	SPACE
spir-8786	10	19	have	have	AUX
spir-8786	10	20	 	 	SPACE
spir-8786	10	21	long	long	ADV
spir-8786	10	22	 	 	SPACE
spir-8786	10	23	been	be	AUX
spir-8786	10	24	 	 	SPACE
spir-8786	10	25	debated	debate	VERB
spir-8786	10	26	 	 	SPACE
spir-8786	10	27	in	in	ADP
spir-8786	10	28	  	  	SPACE
spir-8786	10	29	game	game	NOUN
spir-8786	10	30	 	 	SPACE
spir-8786	10	31	studies	study	NOUN
spir-8786	10	32	 	 	SPACE
spir-8786	10	33	(	(	PUNCT
spir-8786	10	34	bogost	bogost	PROPN
spir-8786	10	35	 	 	SPACE
spir-8786	10	36	&	&	CCONJ
spir-8786	10	37	 	 	SPACE
spir-8786	10	38	montfort	montfort	NOUN
spir-8786	10	39	,	,	PUNCT
spir-8786	10	40	 	 	SPACE
spir-8786	10	41	2009;;	2009;;	NUM
spir-8786	10	42	 	 	SPACE
spir-8786	10	43	apperley	apperley	NOUN
spir-8786	10	44	 	 	SPACE
spir-8786	10	45	&	&	CCONJ
spir-8786	10	46	 	 	SPACE
spir-8786	10	47	parikka	parikka	NOUN
spir-8786	10	48	,	,	PUNCT
spir-8786	10	49	 	 	SPACE
spir-8786	10	50	2015	2015	NUM
spir-8786	10	51	)	)	PUNCT
spir-8786	10	52	,	,	PUNCT
spir-8786	10	53	 	 	SPACE
spir-8786	10	54	this	this	DET
spir-8786	10	55	 	 	SPACE
spir-8786	10	56	panel	panel	NOUN
spir-8786	10	57	  	  	SPACE
spir-8786	10	58	represents	represent	VERB
spir-8786	10	59	 	 	SPACE
spir-8786	10	60	a	a	DET
spir-8786	10	61	 	 	SPACE
spir-8786	10	62	more	more	ADJ
spir-8786	10	63	 	 	SPACE
spir-8786	10	64	inclusive	inclusive	ADJ
spir-8786	10	65	 	 	SPACE
spir-8786	10	66	and	and	CCONJ
spir-8786	10	67	 	 	SPACE
spir-8786	10	68	deeper	deep	ADJ
spir-8786	10	69	 	 	SPACE
spir-8786	10	70	iteration	iteration	NOUN
spir-8786	10	71	 	 	SPACE
spir-8786	10	72	of	of	ADP
spir-8786	10	73	 	 	SPACE
spir-8786	10	74	platform	platform	NOUN
spir-8786	10	75	 	 	SPACE
spir-8786	10	76	studies	study	NOUN
spir-8786	10	77	,	,	PUNCT
spir-8786	10	78	 	 	SPACE
spir-8786	10	79	one	one	NUM
spir-8786	10	80	 	 	SPACE
spir-8786	10	81	that	that	PRON
spir-8786	10	82	 	 	SPACE
spir-8786	10	83	focuses	focus	VERB
spir-8786	10	84	  	  	SPACE
spir-8786	10	85	on	on	ADP
spir-8786	10	86	 	 	SPACE
spir-8786	10	87	thinking	think	VERB
spir-8786	10	88	 	 	SPACE
spir-8786	10	89	critically	critically	ADV
spir-8786	10	90	 	 	SPACE
spir-8786	10	91	about	about	ADP
spir-8786	10	92	 	 	SPACE
spir-8786	10	93	the	the	DET
spir-8786	10	94	 	 	SPACE
spir-8786	10	95	best	good	ADJ
spir-8786	10	96	 	 	SPACE
spir-8786	10	97	ways	way	NOUN
spir-8786	10	98	 	 	SPACE
spir-8786	10	99	to	to	PART
spir-8786	10	100	 	 	SPACE
spir-8786	10	101	understand	understand	VERB
spir-8786	10	102	 	 	SPACE
spir-8786	10	103	the	the	DET
spir-8786	10	104	 	 	SPACE
spir-8786	10	105	roles	role	NOUN
spir-8786	10	106	 	 	SPACE
spir-8786	10	107	platforms	platform	NOUN
spir-8786	10	108	 	 	SPACE
spir-8786	10	109	play	play	VERB
spir-8786	10	110	 	 	SPACE
spir-8786	10	111	in	in	ADP
spir-8786	10	112	  	  	SPACE
spir-8786	10	113	mediating	mediate	VERB
spir-8786	10	114	 	 	SPACE
spir-8786	10	115	our	our	PRON
spir-8786	10	116	 	 	SPACE
spir-8786	10	117	media	medium	NOUN
spir-8786	10	118	,	,	PUNCT
spir-8786	10	119	 	 	SPACE
spir-8786	10	120	communication	communication	NOUN
spir-8786	10	121	 	 	SPACE
spir-8786	10	122	and	and	CCONJ
spir-8786	10	123	 	 	SPACE
spir-8786	10	124	cultural	cultural	ADJ
spir-8786	10	125	 	 	SPACE
spir-8786	10	126	environments;;	environments;;	PROPN
spir-8786	10	127	 	 	SPACE
spir-8786	10	128	and	and	CCONJ
spir-8786	10	129	 	 	SPACE
spir-8786	10	130	one	one	NOUN
spir-8786	10	131	 	 	SPACE
spir-8786	10	132	that	that	PRON
spir-8786	10	133	 	 	SPACE
spir-8786	10	134	integrates	integrate	VERB
spir-8786	10	135	  	  	SPACE
spir-8786	10	136	materialist	materialist	NOUN
spir-8786	10	137	 	 	SPACE
spir-8786	10	138	approaches	approach	VERB
spir-8786	10	139	 	 	SPACE
spir-8786	10	140	such	such	ADJ
spir-8786	10	141	 	 	SPACE
spir-8786	10	142	as	as	ADP
spir-8786	10	143	 	 	SPACE
spir-8786	10	144	software	software	NOUN
spir-8786	10	145	 	 	SPACE
spir-8786	10	146	studies	study	NOUN
spir-8786	10	147	 	 	SPACE
spir-8786	10	148	with	with	ADP
spir-8786	10	149	 	 	SPACE
spir-8786	10	150	the	the	DET
spir-8786	10	151	 	 	SPACE
spir-8786	10	152	core	core	NOUN
spir-8786	10	153	 	 	SPACE
spir-8786	10	154	concerns	concern	NOUN
spir-8786	10	155	 	 	SPACE
spir-8786	10	156	of	of	ADP
spir-8786	10	157	 	 	SPACE
spir-8786	10	158	the	the	DET
spir-8786	10	159	 	 	SPACE
spir-8786	10	160	media	medium	NOUN
spir-8786	10	161	  	  	SPACE
spir-8786	10	162	and	and	CCONJ
spir-8786	10	163	 	 	SPACE
spir-8786	10	164	communication	communication	NOUN
spir-8786	10	165	 	 	SPACE
spir-8786	10	166	disciplines	discipline	NOUN
spir-8786	10	167	 	 	SPACE
spir-8786	10	168	understood	understand	VERB
spir-8786	10	169	 	 	SPACE
spir-8786	10	170	more	more	ADJ
spir-8786	10	171	 	 	SPACE
spir-8786	10	172	broadly	broadly	ADV
spir-8786	10	173	.	.	PUNCT
spir-8786	10	174	 	 	SPACE
spir-8786	11	1	we	we	PRON
spir-8786	11	2	 	 	SPACE
spir-8786	11	3	bring	bring	VERB
spir-8786	11	4	 	 	SPACE
spir-8786	11	5	together	together	ADV
spir-8786	11	6	 	 	SPACE
spir-8786	11	7	four	four	NUM
spir-8786	11	8	 	 	SPACE
spir-8786	11	9	papers	paper	NOUN
spir-8786	11	10	  	  	SPACE
spir-8786	11	11	that	that	SCONJ
spir-8786	11	12	 	 	SPACE
spir-8786	11	13	examine	examine	VERB
spir-8786	11	14	,	,	PUNCT
spir-8786	11	15	 	 	SPACE
spir-8786	11	16	first	first	ADV
spir-8786	11	17	,	,	PUNCT
spir-8786	11	18	 	 	SPACE
spir-8786	11	19	how	how	SCONJ
spir-8786	11	20	 	 	SPACE
spir-8786	11	21	platforms	platform	NOUN
spir-8786	11	22	 	 	SPACE
spir-8786	11	23	shape	shape	NOUN
spir-8786	11	24	 	 	SPACE
spir-8786	11	25	what	what	PRON
spir-8786	11	26	 	 	SPACE
spir-8786	11	27	can	can	AUX
spir-8786	11	28	 	 	SPACE
spir-8786	11	29	be	be	AUX
spir-8786	11	30	 	 	SPACE
spir-8786	11	31	known	know	VERB
spir-8786	11	32	 	 	SPACE
spir-8786	11	33	about	about	ADP
spir-8786	11	34	 	 	SPACE
spir-8786	11	35	them;;	them;;	NOUN
spir-8786	11	36	 	 	SPACE
spir-8786	11	37	and	and	CCONJ
spir-8786	11	38	 	 	SPACE
spir-8786	11	39	second	second	ADJ
spir-8786	11	40	,	,	PUNCT
spir-8786	11	41	 	 	SPACE
spir-8786	11	42	to	to	ADP
spir-8786	11	43	  	  	SPACE
spir-8786	11	44	what	what	PRON
spir-8786	11	45	 	 	SPACE
spir-8786	11	46	extent	extent	NOUN
spir-8786	11	47	 	 	SPACE
spir-8786	11	48	we	we	PRON
spir-8786	11	49	 	 	SPACE
spir-8786	11	50	can	can	AUX
spir-8786	11	51	 	 	SPACE
spir-8786	11	52	understand	understand	VERB
spir-8786	11	53	 	 	SPACE
spir-8786	11	54	them	they	PRON
spir-8786	11	55	 	 	SPACE
spir-8786	11	56	not	not	PART
spir-8786	11	57	 	 	SPACE
spir-8786	11	58	only	only	ADV
spir-8786	11	59	 	 	SPACE
spir-8786	11	60	despite	despite	SCONJ
spir-8786	11	61	 	 	SPACE
spir-8786	11	62	but	but	CCONJ
spir-8786	11	63	 	 	SPACE
spir-8786	11	64	through	through	ADP
spir-8786	11	65	 	 	SPACE
spir-8786	11	66	those	those	DET
spir-8786	11	67	 	 	SPACE
spir-8786	11	68	processes	process	NOUN
spir-8786	11	69	 	 	SPACE
spir-8786	11	70	and	and	CCONJ
spir-8786	11	71	  	  	SPACE
spir-8786	11	72	the	the	DET
spir-8786	11	73	 	 	SPACE
spir-8786	11	74	traces	trace	NOUN
spir-8786	11	75	 	 	SPACE
spir-8786	11	76	they	they	PRON
spir-8786	11	77	 	 	SPACE
spir-8786	11	78	leave	leave	VERB
spir-8786	11	79	 	 	SPACE
spir-8786	11	80	behind	behind	ADV
spir-8786	11	81	.	.	PUNCT
spir-8786	11	82	      	      	SPACE
spir-8786	11	83	each	each	DET
spir-8786	11	84	 	 	SPACE
spir-8786	11	85	paper	paper	NOUN
spir-8786	11	86	 	 	SPACE
spir-8786	11	87	models	model	NOUN
spir-8786	11	88	 	 	SPACE
spir-8786	11	89	a	a	DET
spir-8786	11	90	 	 	SPACE
spir-8786	11	91	distinctive	distinctive	ADJ
spir-8786	11	92	 	 	SPACE
spir-8786	11	93	theoretical	theoretical	ADJ
spir-8786	11	94	 	 	SPACE
spir-8786	11	95	and/or	and/or	CCONJ
spir-8786	11	96	 	 	SPACE
spir-8786	11	97	methodological	methodological	ADJ
spir-8786	11	98	 	 	SPACE
spir-8786	11	99	approach;;	approach;;	NOUN
spir-8786	11	100	 	 	SPACE
spir-8786	11	101	and	and	CCONJ
spir-8786	11	102	 	 	SPACE
spir-8786	11	103	they	they	PRON
spir-8786	11	104	  	  	SPACE
spir-8786	11	105	collectively	collectively	ADV
spir-8786	11	106	 	 	SPACE
spir-8786	11	107	engage	engage	VERB
spir-8786	11	108	 	 	SPACE
spir-8786	11	109	with	with	ADP
spir-8786	11	110	 	 	SPACE
spir-8786	11	111	and	and	CCONJ
spir-8786	11	112	 	 	SPACE
spir-8786	11	113	across	across	ADP
spir-8786	11	114	 	 	SPACE
spir-8786	11	115	diverse	diverse	ADJ
spir-8786	11	116	 	 	SPACE
spir-8786	11	117	media	medium	NOUN
spir-8786	11	118	 	 	SPACE
spir-8786	11	119	cultures	culture	NOUN
spir-8786	11	120	,	,	PUNCT
spir-8786	11	121	 	 	SPACE
spir-8786	11	122	paying	pay	VERB
spir-8786	11	123	 	 	SPACE
spir-8786	11	124	specific	specific	ADJ
spir-8786	11	125	 	 	SPACE
spir-8786	11	126	attention	attention	NOUN
spir-8786	11	127	 	 	SPACE
spir-8786	11	128	to	to	ADP
spir-8786	11	129	  	  	SPACE
spir-8786	11	130	the	the	DET
spir-8786	11	131	 	 	SPACE
spir-8786	11	132	sociotechnical	sociotechnical	ADJ
spir-8786	11	133	 	 	SPACE
spir-8786	11	134	arrangements	arrangement	NOUN
spir-8786	11	135	 	 	SPACE
spir-8786	11	136	that	that	PRON
spir-8786	11	137	 	 	SPACE
spir-8786	11	138	coordinate	coordinate	NOUN
spir-8786	11	139	 	 	SPACE
spir-8786	11	140	and	and	CCONJ
spir-8786	11	141	 	 	SPACE
spir-8786	11	142	influence	influence	NOUN
spir-8786	11	143	 	 	SPACE
spir-8786	11	144	them	they	PRON
spir-8786	11	145	.	.	PUNCT
spir-8786	11	146	    	    	SPACE
spir-8786	12	1	1	1	NUM
spir-8786	12	2	.	.	PUNCT
spir-8786	12	3	  	  	SPACE
spir-8786	12	4	how	how	SCONJ
spir-8786	12	5	 	 	SPACE
spir-8786	12	6	affordances	affordance	NOUN
spir-8786	12	7	 	 	SPACE
spir-8786	12	8	arise	arise	VERB
spir-8786	12	9	 	 	SPACE
spir-8786	12	10	through	through	ADP
spir-8786	12	11	 	 	SPACE
spir-8786	12	12	relations	relation	NOUN
spir-8786	12	13	 	 	SPACE
spir-8786	12	14	between	between	ADP
spir-8786	12	15	 	 	SPACE
spir-8786	12	16	platforms	platform	NOUN
spir-8786	12	17	,	,	PUNCT
spir-8786	12	18	 	 	SPACE
spir-8786	12	19	their	their	PRON
spir-8786	12	20	 	 	SPACE
spir-8786	12	21	different	different	ADJ
spir-8786	12	22	 	 	SPACE
spir-8786	12	23	types	type	NOUN
spir-8786	12	24	  	  	SPACE
spir-8786	12	25	of	of	ADP
spir-8786	12	26	 	 	SPACE
spir-8786	12	27	users	user	NOUN
spir-8786	12	28	,	,	PUNCT
spir-8786	12	29	 	 	SPACE
spir-8786	12	30	and	and	CCONJ
spir-8786	12	31	 	 	SPACE
spir-8786	12	32	what	what	PRON
spir-8786	12	33	 	 	SPACE
spir-8786	12	34	they	they	PRON
spir-8786	12	35	 	 	SPACE
spir-8786	12	36	do	do	VERB
spir-8786	12	37	 	 	SPACE
spir-8786	12	38	to	to	ADP
spir-8786	12	39	 	 	SPACE
spir-8786	12	40	the	the	DET
spir-8786	12	41	 	 	SPACE
spir-8786	12	42	technology;;	technology;;	X
spir-8786	12	43	    	    	SPACE
spir-8786	12	44	2	2	NUM
spir-8786	12	45	.	.	PUNCT
spir-8786	12	46	  	  	SPACE
spir-8786	12	47	how	how	SCONJ
spir-8786	12	48	 	 	SPACE
spir-8786	12	49	the	the	DET
spir-8786	12	50	 	 	SPACE
spir-8786	12	51	social	social	ADJ
spir-8786	12	52	 	 	SPACE
spir-8786	12	53	media	medium	NOUN
spir-8786	12	54	 	 	SPACE
spir-8786	12	55	apis	apis	PROPN
spir-8786	12	56	 	 	SPACE
spir-8786	12	57	that	that	PRON
spir-8786	12	58	 	 	SPACE
spir-8786	12	59	scholars	scholar	NOUN
spir-8786	12	60	 	 	SPACE
spir-8786	12	61	so	so	ADV
spir-8786	12	62	 	 	SPACE
spir-8786	12	63	often	often	ADV
spir-8786	12	64	 	 	SPACE
spir-8786	12	65	use	use	VERB
spir-8786	12	66	 	 	SPACE
spir-8786	12	67	for	for	ADP
spir-8786	12	68	 	 	SPACE
spir-8786	12	69	research	research	NOUN
spir-8786	12	70	 	 	SPACE
spir-8786	12	71	are	be	AUX
spir-8786	12	72	—	—	PUNCT
spir-8786	12	73	for	for	ADP
spir-8786	12	74	  	  	SPACE
spir-8786	12	75	commercial	commercial	ADJ
spir-8786	12	76	 	 	SPACE
spir-8786	12	77	reasons	reason	NOUN
spir-8786	12	78	—	—	PUNCT
spir-8786	12	79	skewed	skewed	ADJ
spir-8786	12	80	 	 	SPACE
spir-8786	12	81	positively	positively	ADV
spir-8786	12	82	 	 	SPACE
spir-8786	12	83	toward	toward	ADP
spir-8786	12	84	 	 	SPACE
spir-8786	12	85	‘	'	PUNCT
spir-8786	12	86	connection	connection	NOUN
spir-8786	12	87	’	'	PUNCT
spir-8786	12	88	 	 	SPACE
spir-8786	12	89	and	and	CCONJ
spir-8786	12	90	 	 	SPACE
spir-8786	12	91	thus	thus	ADV
spir-8786	12	92	 	 	SPACE
spir-8786	12	93	make	make	VERB
spir-8786	12	94	 	 	SPACE
spir-8786	12	95	it	it	PRON
spir-8786	12	96	  	  	SPACE
spir-8786	12	97	difficult	difficult	ADJ
spir-8786	12	98	 	 	SPACE
spir-8786	12	99	to	to	PART
spir-8786	12	100	 	 	SPACE
spir-8786	12	101	understand	understand	VERB
spir-8786	12	102	 	 	SPACE
spir-8786	12	103	practices	practice	NOUN
spir-8786	12	104	 	 	SPACE
spir-8786	12	105	of	of	ADP
spir-8786	12	106	 	 	SPACE
spir-8786	12	107	‘	'	PUNCT
spir-8786	12	108	disconnection’;;	disconnection’;;	ADJ
spir-8786	12	109	  	  	SPACE
spir-8786	12	110	3	3	NUM
spir-8786	12	111	.	.	PUNCT
spir-8786	12	112	  	  	SPACE
spir-8786	12	113	a	a	DET
spir-8786	12	114	 	 	SPACE
spir-8786	12	115	biography	biography	NOUN
spir-8786	12	116	 	 	SPACE
spir-8786	12	117	of	of	ADP
spir-8786	12	118	 	 	SPACE
spir-8786	12	119	twitter	twitter	NOUN
spir-8786	12	120	 	 	SPACE
spir-8786	12	121	(	(	PUNCT
spir-8786	12	122	a	a	DET
spir-8786	12	123	 	 	SPACE
spir-8786	12	124	story	story	NOUN
spir-8786	12	125	 	 	SPACE
spir-8786	12	126	told	tell	VERB
spir-8786	12	127	 	 	SPACE
spir-8786	12	128	through	through	ADP
spir-8786	12	129	 	 	SPACE
spir-8786	12	130	the	the	DET
spir-8786	12	131	 	 	SPACE
spir-8786	12	132	intertwined	intertwine	VERB
spir-8786	12	133	 	 	SPACE
spir-8786	12	134	stories	story	NOUN
spir-8786	12	135	 	 	SPACE
spir-8786	12	136	of	of	ADP
spir-8786	12	137	 	 	SPACE
spir-8786	12	138	its	its	PRON
spir-8786	12	139	 	 	SPACE
spir-8786	12	140	key	key	NOUN
spir-8786	12	141	  	  	SPACE
spir-8786	12	142	features	feature	NOUN
spir-8786	12	143	 	 	SPACE
spir-8786	12	144	and	and	CCONJ
spir-8786	12	145	 	 	SPACE
spir-8786	12	146	the	the	DET
spir-8786	12	147	 	 	SPACE
spir-8786	12	148	social	social	ADJ
spir-8786	12	149	 	 	SPACE
spir-8786	12	150	norms	norm	NOUN
spir-8786	12	151	 	 	SPACE
spir-8786	12	152	that	that	PRON
spir-8786	12	153	 	 	SPACE
spir-8786	12	154	give	give	VERB
spir-8786	12	155	 	 	SPACE
spir-8786	12	156	them	they	PRON
spir-8786	12	157	 	 	SPACE
spir-8786	12	158	meaning	meaning	NOUN
spir-8786	12	159	,	,	PUNCT
spir-8786	12	160	 	 	SPACE
spir-8786	12	161	drawing	draw	VERB
spir-8786	12	162	 	 	SPACE
spir-8786	12	163	on	on	ADP
spir-8786	12	164	 	 	SPACE
spir-8786	12	165	archival	archival	NOUN
spir-8786	12	166	  	  	SPACE
spir-8786	12	167	material	material	NOUN
spir-8786	12	168	 	 	SPACE
spir-8786	12	169	and	and	CCONJ
spir-8786	12	170	 	 	SPACE
spir-8786	12	171	oral	oral	ADJ
spir-8786	12	172	 	 	SPACE
spir-8786	12	173	history	history	NOUN
spir-8786	12	174	 	 	SPACE
spir-8786	12	175	interviews	interview	NOUN
spir-8786	12	176	 	 	SPACE
spir-8786	12	177	with	with	ADP
spir-8786	12	178	 	 	SPACE
spir-8786	12	179	users);;	users);;	PRON
spir-8786	12	180	 	 	SPACE
spir-8786	12	181	and	and	CCONJ
spir-8786	12	182	  	  	SPACE
spir-8786	12	183	4	4	NUM
spir-8786	12	184	.	.	PUNCT
spir-8786	12	185	  	  	SPACE
spir-8786	12	186	insights	insight	NOUN
spir-8786	12	187	 	 	SPACE
spir-8786	12	188	into	into	ADP
spir-8786	12	189	 	 	SPACE
spir-8786	12	190	the	the	DET
spir-8786	12	191	 	 	SPACE
spir-8786	12	192	actual	actual	ADJ
spir-8786	12	193	 	 	SPACE
spir-8786	12	194	uses	use	VERB
spir-8786	12	195	 	 	SPACE
spir-8786	12	196	to	to	SCONJ
spir-8786	12	197	 	 	SPACE
spir-8786	12	198	which	which	DET
spir-8786	12	199	 	 	SPACE
spir-8786	12	200	audience	audience	NOUN
spir-8786	12	201	 	 	SPACE
spir-8786	12	202	data	datum	NOUN
spir-8786	12	203	 	 	SPACE
spir-8786	12	204	analytics	analytic	NOUN
spir-8786	12	205	 	 	SPACE
spir-8786	12	206	are	be	AUX
spir-8786	12	207	 	 	SPACE
spir-8786	12	208	put	put	VERB
spir-8786	12	209	 	 	SPACE
spir-8786	12	210	by	by	ADP
spir-8786	12	211	 	 	SPACE
spir-8786	12	212	content	content	NOUN
spir-8786	12	213	  	  	SPACE
spir-8786	12	214	creators	creator	NOUN
spir-8786	12	215	 	 	SPACE
spir-8786	12	216	in	in	ADP
spir-8786	12	217	 	 	SPACE
spir-8786	12	218	the	the	DET
spir-8786	12	219	 	 	SPACE
spir-8786	12	220	new	new	ADJ
spir-8786	12	221	 	 	SPACE
spir-8786	12	222	screen	screen	NOUN
spir-8786	12	223	 	 	SPACE
spir-8786	12	224	ecology	ecology	NOUN
spir-8786	12	225	 	 	SPACE
spir-8786	12	226	(	(	PUNCT
spir-8786	12	227	and	and	CCONJ
spir-8786	12	228	 	 	SPACE
spir-8786	12	229	the	the	DET
spir-8786	12	230	 	 	SPACE
spir-8786	12	231	limitations	limitation	NOUN
spir-8786	12	232	 	 	SPACE
spir-8786	12	233	of	of	ADP
spir-8786	12	234	 	 	SPACE
spir-8786	12	235	these	these	DET
spir-8786	12	236	 	 	SPACE
spir-8786	12	237	analytics	analytic	NOUN
spir-8786	12	238	)	)	PUNCT
spir-8786	12	239	.	.	PUNCT
spir-8786	12	240	      	      	SPACE
spir-8786	13	1	references	reference	NOUN
spir-8786	13	2	    	    	SPACE
spir-8786	13	3	apperley	apperley	NOUN
spir-8786	13	4	,	,	PUNCT
spir-8786	13	5	 	 	SPACE
spir-8786	13	6	t.	t.	PROPN
spir-8786	13	7	,	,	PUNCT
spir-8786	13	8	 	 	SPACE
spir-8786	13	9	&	&	CCONJ
spir-8786	13	10	 	 	SPACE
spir-8786	13	11	parikka	parikka	NOUN
spir-8786	13	12	,	,	PUNCT
spir-8786	13	13	 	 	SPACE
spir-8786	13	14	j.	j.	PROPN
spir-8786	13	15	 	 	SPACE
spir-8786	13	16	(	(	PUNCT
spir-8786	13	17	2015	2015	NUM
spir-8786	13	18	)	)	PUNCT
spir-8786	13	19	.	.	PUNCT
spir-8786	13	20	 	 	SPACE
spir-8786	14	1	platform	platform	NOUN
spir-8786	14	2	 	 	SPACE
spir-8786	14	3	studies	study	NOUN
spir-8786	14	4	’	'	PUNCT
spir-8786	14	5	 	 	SPACE
spir-8786	14	6	epistemic	epistemic	ADJ
spir-8786	14	7	 	 	SPACE
spir-8786	14	8	threshold.games	threshold.game	NOUN
spir-8786	14	9	 	 	SPACE
spir-8786	14	10	and	and	CCONJ
spir-8786	14	11	  	  	SPACE
spir-8786	14	12	culture	culture	NOUN
spir-8786	14	13	,	,	PUNCT
spir-8786	14	14	 	 	SPACE
spir-8786	14	15	doi:1555412015616509	doi:1555412015616509	NOUN
spir-8786	14	16	.	.	PUNCT
spir-8786	14	17	  	  	SPACE
spir-8786	15	1	bogost	bogost	NOUN
spir-8786	15	2	,	,	PUNCT
spir-8786	15	3	 	 	SPACE
spir-8786	15	4	ian	ian	PROPN
spir-8786	15	5	 	 	SPACE
spir-8786	15	6	and	and	CCONJ
spir-8786	15	7	 	 	SPACE
spir-8786	15	8	nick	nick	PROPN
spir-8786	15	9	 	 	SPACE
spir-8786	15	10	montfort	montfort	NOUN
spir-8786	15	11	.	.	PUNCT
spir-8786	15	12	 	 	SPACE
spir-8786	15	13	2009	2009	NUM
spir-8786	15	14	.	.	PUNCT
spir-8786	15	15	 	 	SPACE
spir-8786	16	1	‘	'	PUNCT
spir-8786	16	2	platform	platform	NOUN
spir-8786	16	3	 	 	SPACE
spir-8786	16	4	studies	study	NOUN
spir-8786	16	5	:	:	PUNCT
spir-8786	16	6	 	 	SPACE
spir-8786	16	7	frequently	frequently	ADV
spir-8786	16	8	 	 	SPACE
spir-8786	16	9	questioned	question	VERB
spir-8786	16	10	  	  	SPACE
spir-8786	16	11	answers	answer	NOUN
spir-8786	16	12	.	.	PUNCT
spir-8786	16	13	’	'	PUNCT
spir-8786	16	14	 	 	SPACE
spir-8786	16	15	in	in	ADP
spir-8786	16	16	 	 	SPACE
spir-8786	16	17	proceedings	proceeding	NOUN
spir-8786	16	18	 	 	SPACE
spir-8786	16	19	of	of	ADP
spir-8786	16	20	 	 	SPACE
spir-8786	16	21	the	the	DET
spir-8786	16	22	 	 	SPACE
spir-8786	16	23	digital	digital	ADJ
spir-8786	16	24	 	 	SPACE
spir-8786	16	25	arts	art	NOUN
spir-8786	16	26	 	 	SPACE
spir-8786	16	27	and	and	CCONJ
spir-8786	16	28	 	 	SPACE
spir-8786	16	29	culture	culture	NOUN
spir-8786	16	30	 	 	SPACE
spir-8786	16	31	conference	conference	NOUN
spir-8786	16	32	.	.	PUNCT
spir-8786	16	33	  	  	SPACE
spir-8786	16	34	http://escholarship.org/uc/item/01r0k9br.pdf	http://escholarship.org/uc/item/01r0k9br.pdf	PROPN
spir-8786	16	35	.	.	PUNCT
spir-8786	16	36	          	          	SPACE
spir-8786	17	1	1	1	X
spir-8786	17	2	.	.	PUNCT
spir-8786	17	3	 	 	SPACE
spir-8786	17	4	a	a	DET
spir-8786	17	5	 	 	SPACE
spir-8786	17	6	platform-­sensitive	platform-­sensitive	ADJ
spir-8786	17	7	 	 	SPACE
spir-8786	17	8	approach	approach	NOUN
spir-8786	17	9	 	 	SPACE
spir-8786	17	10	to	to	ADP
spir-8786	17	11	 	 	SPACE
spir-8786	17	12	analyzing	analyze	VERB
spir-8786	17	13	 	 	SPACE
spir-8786	17	14	the	the	DET
spir-8786	17	15	  	  	SPACE
spir-8786	17	16	affordances	affordance	NOUN
spir-8786	17	17	 	 	SPACE
spir-8786	17	18	of	of	ADP
spir-8786	17	19	 	 	SPACE
spir-8786	17	20	social	social	ADJ
spir-8786	17	21	 	 	SPACE
spir-8786	17	22	media	medium	NOUN
spir-8786	17	23	 	 	SPACE
spir-8786	17	24	platforms	platform	NOUN
spir-8786	17	25	    	    	SPACE
spir-8786	17	26	taina	taina	PROPN
spir-8786	17	27	 	 	SPACE
spir-8786	17	28	bucher	bucher	PROPN
spir-8786	17	29	  	  	SPACE
spir-8786	17	30	university	university	NOUN
spir-8786	17	31	 	 	SPACE
spir-8786	17	32	of	of	ADP
spir-8786	17	33	 	 	SPACE
spir-8786	17	34	copenhagen	copenhagen	PROPN
spir-8786	17	35	    	    	SPACE
spir-8786	17	36	anne	anne	PROPN
spir-8786	17	37	 	 	SPACE
spir-8786	17	38	helmond	helmond	PROPN
spir-8786	17	39	  	  	SPACE
spir-8786	17	40	university	university	NOUN
spir-8786	17	41	 	 	SPACE
spir-8786	17	42	of	of	ADP
spir-8786	17	43	 	 	SPACE
spir-8786	17	44	amsterdam	amsterdam	PROPN
spir-8786	17	45	    	    	SPACE
spir-8786	17	46	introduction	introduction	NOUN
spir-8786	17	47	  	  	SPACE
spir-8786	17	48	the	the	DET
spir-8786	17	49	 	 	SPACE
spir-8786	17	50	concept	concept	NOUN
spir-8786	17	51	 	 	SPACE
spir-8786	17	52	of	of	ADP
spir-8786	17	53	 	 	SPACE
spir-8786	17	54	affordance	affordance	NOUN
spir-8786	17	55	 	 	SPACE
spir-8786	17	56	has	have	AUX
spir-8786	17	57	 	 	SPACE
spir-8786	17	58	emerged	emerge	VERB
spir-8786	17	59	 	 	SPACE
spir-8786	17	60	as	as	ADP
spir-8786	17	61	 	 	SPACE
spir-8786	17	62	an	an	DET
spir-8786	17	63	 	 	SPACE
spir-8786	17	64	important	important	ADJ
spir-8786	17	65	 	 	SPACE
spir-8786	17	66	keyword	keyword	NOUN
spir-8786	17	67	 	 	SPACE
spir-8786	17	68	within	within	ADP
spir-8786	17	69	 	 	SPACE
spir-8786	17	70	media	medium	NOUN
spir-8786	17	71	 	 	SPACE
spir-8786	17	72	and	and	CCONJ
spir-8786	17	73	  	  	SPACE
spir-8786	17	74	communication	communication	NOUN
spir-8786	17	75	 	 	SPACE
spir-8786	17	76	studies	study	NOUN
spir-8786	17	77	 	 	SPACE
spir-8786	17	78	to	to	PART
spir-8786	17	79	 	 	SPACE
spir-8786	17	80	describe	describe	VERB
spir-8786	17	81	 	 	SPACE
spir-8786	17	82	the	the	DET
spir-8786	17	83	 	 	SPACE
spir-8786	17	84	relations	relation	NOUN
spir-8786	17	85	 	 	SPACE
spir-8786	17	86	between	between	ADP
spir-8786	17	87	 	 	SPACE
spir-8786	17	88	technology	technology	NOUN
spir-8786	17	89	 	 	SPACE
spir-8786	17	90	and	and	CCONJ
spir-8786	17	91	 	 	SPACE
spir-8786	17	92	its	its	PRON
spir-8786	17	93	 	 	SPACE
spir-8786	17	94	users	user	NOUN
spir-8786	17	95	.	.	PUNCT
spir-8786	17	96	  	  	SPACE
spir-8786	17	97	originally	originally	ADV
spir-8786	17	98	 	 	SPACE
spir-8786	17	99	developed	develop	VERB
spir-8786	17	100	 	 	SPACE
spir-8786	17	101	in	in	ADP
spir-8786	17	102	 	 	SPACE
spir-8786	17	103	the	the	DET
spir-8786	17	104	 	 	SPACE
spir-8786	17	105	field	field	NOUN
spir-8786	17	106	 	 	SPACE
spir-8786	17	107	of	of	ADP
spir-8786	17	108	 	 	SPACE
spir-8786	17	109	ecological	ecological	ADJ
spir-8786	17	110	 	 	SPACE
spir-8786	17	111	psychology	psychology	NOUN
spir-8786	17	112	 	 	SPACE
spir-8786	17	113	(	(	PUNCT
spir-8786	17	114	gibson	gibson	PROPN
spir-8786	17	115	 	 	SPACE
spir-8786	17	116	2015	2015	NUM
spir-8786	17	117	)	)	PUNCT
spir-8786	17	118	 	 	SPACE
spir-8786	17	119	and	and	CCONJ
spir-8786	17	120	 	 	SPACE
spir-8786	17	121	later	later	ADV
spir-8786	17	122	  	  	SPACE
spir-8786	17	123	adopted	adopt	VERB
spir-8786	17	124	 	 	SPACE
spir-8786	17	125	in	in	ADP
spir-8786	17	126	 	 	SPACE
spir-8786	17	127	design	design	NOUN
spir-8786	17	128	 	 	SPACE
spir-8786	17	129	studies	study	NOUN
spir-8786	17	130	 	 	SPACE
spir-8786	17	131	(	(	PUNCT
spir-8786	17	132	norman	norman	PROPN
spir-8786	17	133	 	 	SPACE
spir-8786	17	134	1988	1988	NUM
spir-8786	17	135	)	)	PUNCT
spir-8786	17	136	,	,	PUNCT
spir-8786	17	137	 	 	SPACE
spir-8786	17	138	the	the	DET
spir-8786	17	139	 	 	SPACE
spir-8786	17	140	concept	concept	NOUN
spir-8786	17	141	 	 	SPACE
spir-8786	17	142	of	of	ADP
spir-8786	17	143	 	 	SPACE
spir-8786	17	144	affordance	affordance	NOUN
spir-8786	17	145	 	 	SPACE
spir-8786	17	146	is	be	AUX
spir-8786	17	147	 	 	SPACE
spir-8786	17	148	generally	generally	ADV
spir-8786	17	149	 	 	SPACE
spir-8786	17	150	used	use	VERB
spir-8786	17	151	  	  	SPACE
spir-8786	17	152	to	to	PART
spir-8786	17	153	 	 	SPACE
spir-8786	17	154	describe	describe	VERB
spir-8786	17	155	 	 	SPACE
spir-8786	17	156	what	what	PRON
spir-8786	17	157	 	 	SPACE
spir-8786	17	158	material	material	NOUN
spir-8786	17	159	 	 	SPACE
spir-8786	17	160	artifacts	artifact	NOUN
spir-8786	17	161	 	 	SPACE
spir-8786	17	162	like	like	ADP
spir-8786	17	163	 	 	SPACE
spir-8786	17	164	media	medium	NOUN
spir-8786	17	165	 	 	SPACE
spir-8786	17	166	technologies	technology	NOUN
spir-8786	17	167	 	 	SPACE
spir-8786	17	168	afford	afford	VERB
spir-8786	17	169	 	 	SPACE
spir-8786	17	170	people	people	NOUN
spir-8786	17	171	 	 	SPACE
spir-8786	17	172	to	to	PART
spir-8786	17	173	 	 	SPACE
spir-8786	17	174	do	do	VERB
spir-8786	17	175	.	.	PUNCT
spir-8786	17	176	 	 	SPACE
spir-8786	18	1	in	in	ADP
spir-8786	18	2	 	 	SPACE
spir-8786	18	3	this	this	DET
spir-8786	18	4	  	  	SPACE
spir-8786	18	5	paper	paper	NOUN
spir-8786	18	6	 	 	SPACE
spir-8786	18	7	we	we	PRON
spir-8786	18	8	 	 	SPACE
spir-8786	18	9	will	will	AUX
spir-8786	18	10	 	 	SPACE
spir-8786	18	11	suggest	suggest	VERB
spir-8786	18	12	 	 	SPACE
spir-8786	18	13	a	a	DET
spir-8786	18	14	 	 	SPACE
spir-8786	18	15	platform-­sensitive	platform-­sensitive	ADJ
spir-8786	18	16	 	 	SPACE
spir-8786	18	17	approach	approach	NOUN
spir-8786	18	18	 	 	SPACE
spir-8786	18	19	to	to	ADP
spir-8786	18	20	 	 	SPACE
spir-8786	18	21	affordance	affordance	VERB
spir-8786	18	22	 	 	SPACE
spir-8786	18	23	as	as	ADP
spir-8786	18	24	 	 	SPACE
spir-8786	18	25	an	an	DET
spir-8786	18	26	 	 	SPACE
spir-8786	18	27	analytical	analytical	ADJ
spir-8786	18	28	 	 	SPACE
spir-8786	18	29	tool	tool	NOUN
spir-8786	18	30	  	  	SPACE
spir-8786	18	31	for	for	ADP
spir-8786	18	32	 	 	SPACE
spir-8786	18	33	examining	examine	VERB
spir-8786	18	34	 	 	SPACE
spir-8786	18	35	social	social	ADJ
spir-8786	18	36	 	 	SPACE
spir-8786	18	37	media	medium	NOUN
spir-8786	18	38	 	 	SPACE
spir-8786	18	39	platforms	platform	NOUN
spir-8786	18	40	 	 	SPACE
spir-8786	18	41	with	with	ADP
spir-8786	18	42	 	 	SPACE
spir-8786	18	43	a	a	DET
spir-8786	18	44	 	 	SPACE
spir-8786	18	45	case	case	NOUN
spir-8786	18	46	 	 	SPACE
spir-8786	18	47	study	study	NOUN
spir-8786	18	48	 	 	SPACE
spir-8786	18	49	on	on	ADP
spir-8786	18	50	 	 	SPACE
spir-8786	18	51	twitter	twitter	NOUN
spir-8786	18	52	.	.	PUNCT
spir-8786	18	53	      	      	SPACE
spir-8786	19	1	as	as	SCONJ
spir-8786	19	2	 	 	SPACE
spir-8786	19	3	we	we	PRON
spir-8786	19	4	 	 	SPACE
spir-8786	19	5	will	will	AUX
spir-8786	19	6	 	 	SPACE
spir-8786	19	7	highlight	highlight	VERB
spir-8786	19	8	,	,	PUNCT
spir-8786	19	9	 	 	SPACE
spir-8786	19	10	however	however	ADV
spir-8786	19	11	,	,	PUNCT
spir-8786	19	12	 	 	SPACE
spir-8786	19	13	the	the	DET
spir-8786	19	14	 	 	SPACE
spir-8786	19	15	concept	concept	NOUN
spir-8786	19	16	 	 	SPACE
spir-8786	19	17	of	of	ADP
spir-8786	19	18	 	 	SPACE
spir-8786	19	19	affordance	affordance	NOUN
spir-8786	19	20	 	 	SPACE
spir-8786	19	21	an	an	DET
spir-8786	19	22	 	 	SPACE
spir-8786	19	23	ambiguous	ambiguous	ADJ
spir-8786	19	24	 	 	SPACE
spir-8786	19	25	concept	concept	NOUN
spir-8786	19	26	.	.	PUNCT
spir-8786	19	27	 	 	SPACE
spir-8786	20	1	in	in	ADP
spir-8786	20	2	  	  	SPACE
spir-8786	20	3	outlining	outline	VERB
spir-8786	20	4	 	 	SPACE
spir-8786	20	5	its	its	PRON
spir-8786	20	6	 	 	SPACE
spir-8786	20	7	specific	specific	ADJ
spir-8786	20	8	 	 	SPACE
spir-8786	20	9	intellectual	intellectual	ADJ
spir-8786	20	10	 	 	SPACE
spir-8786	20	11	trajectory	trajectory	NOUN
spir-8786	20	12	 	 	SPACE
spir-8786	20	13	from	from	ADP
spir-8786	20	14	 	 	SPACE
spir-8786	20	15	psychology	psychology	NOUN
spir-8786	20	16	,	,	PUNCT
spir-8786	20	17	 	 	SPACE
spir-8786	20	18	technology	technology	NOUN
spir-8786	20	19	 	 	SPACE
spir-8786	20	20	and	and	CCONJ
spir-8786	20	21	 	 	SPACE
spir-8786	20	22	design	design	NOUN
spir-8786	20	23	  	  	SPACE
spir-8786	20	24	studies	study	NOUN
spir-8786	20	25	,	,	PUNCT
spir-8786	20	26	 	 	SPACE
spir-8786	20	27	sociology	sociology	NOUN
spir-8786	20	28	,	,	PUNCT
spir-8786	20	29	 	 	SPACE
spir-8786	20	30	to	to	ADP
spir-8786	20	31	 	 	SPACE
spir-8786	20	32	communication	communication	NOUN
spir-8786	20	33	 	 	SPACE
spir-8786	20	34	and	and	CCONJ
spir-8786	20	35	 	 	SPACE
spir-8786	20	36	media	medium	NOUN
spir-8786	20	37	 	 	SPACE
spir-8786	20	38	studies	study	NOUN
spir-8786	20	39	,	,	PUNCT
spir-8786	20	40	 	 	SPACE
spir-8786	20	41	our	our	PRON
spir-8786	20	42	 	 	SPACE
spir-8786	20	43	intention	intention	NOUN
spir-8786	20	44	 	 	SPACE
spir-8786	20	45	is	be	AUX
spir-8786	20	46	 	 	SPACE
spir-8786	20	47	to	to	PART
spir-8786	20	48	 	 	SPACE
spir-8786	20	49	focus	focus	VERB
spir-8786	20	50	 	 	SPACE
spir-8786	20	51	on	on	ADP
spir-8786	20	52	  	  	SPACE
spir-8786	20	53	some	some	PRON
spir-8786	20	54	 	 	SPACE
spir-8786	20	55	of	of	ADP
spir-8786	20	56	 	 	SPACE
spir-8786	20	57	the	the	DET
spir-8786	20	58	 	 	SPACE
spir-8786	20	59	many	many	ADJ
spir-8786	20	60	 	 	SPACE
spir-8786	20	61	(	(	PUNCT
spir-8786	20	62	and	and	CCONJ
spir-8786	20	63	 	 	SPACE
spir-8786	20	64	sometimes	sometimes	ADV
spir-8786	20	65	 	 	SPACE
spir-8786	20	66	conflicting	conflict	VERB
spir-8786	20	67	)	)	PUNCT
spir-8786	20	68	 	 	SPACE
spir-8786	20	69	ways	way	NOUN
spir-8786	20	70	 	 	SPACE
spir-8786	20	71	in	in	ADP
spir-8786	20	72	 	 	SPACE
spir-8786	20	73	which	which	DET
spir-8786	20	74	 	 	SPACE
spir-8786	20	75	affordance	affordance	NOUN
spir-8786	20	76	 	 	SPACE
spir-8786	20	77	has	have	AUX
spir-8786	20	78	 	 	SPACE
spir-8786	20	79	been	be	AUX
spir-8786	20	80	  	  	SPACE
spir-8786	20	81	conceptualized	conceptualize	VERB
spir-8786	20	82	 	 	SPACE
spir-8786	20	83	and	and	CCONJ
spir-8786	20	84	 	 	SPACE
spir-8786	20	85	operationalized	operationalize	VERB
spir-8786	20	86	 	 	SPACE
spir-8786	20	87	across	across	ADP
spir-8786	20	88	 	 	SPACE
spir-8786	20	89	various	various	ADJ
spir-8786	20	90	 	 	SPACE
spir-8786	20	91	disciplinary	disciplinary	ADJ
spir-8786	20	92	 	 	SPACE
spir-8786	20	93	boundaries	boundary	NOUN
spir-8786	20	94	.	.	PUNCT
spir-8786	20	95	 	 	SPACE
spir-8786	21	1	even	even	ADV
spir-8786	21	2	 	 	SPACE
spir-8786	21	3	within	within	ADP
spir-8786	21	4	  	  	SPACE
spir-8786	21	5	the	the	DET
spir-8786	21	6	 	 	SPACE
spir-8786	21	7	field	field	NOUN
spir-8786	21	8	 	 	SPACE
spir-8786	21	9	of	of	ADP
spir-8786	21	10	 	 	SPACE
spir-8786	21	11	communication	communication	NOUN
spir-8786	21	12	 	 	SPACE
spir-8786	21	13	studies	study	NOUN
spir-8786	21	14	 	 	SPACE
spir-8786	21	15	there	there	PRON
spir-8786	21	16	 	 	SPACE
spir-8786	21	17	is	be	AUX
spir-8786	21	18	 	 	SPACE
spir-8786	21	19	not	not	PART
spir-8786	21	20	 	 	SPACE
spir-8786	21	21	one	one	NUM
spir-8786	21	22	 	 	SPACE
spir-8786	21	23	single	single	ADJ
spir-8786	21	24	 	 	SPACE
spir-8786	21	25	way	way	NOUN
spir-8786	21	26	 	 	SPACE
spir-8786	21	27	in	in	SCONJ
spir-8786	21	28	 	 	SPACE
spir-8786	21	29	which	which	DET
spir-8786	21	30	 	 	SPACE
spir-8786	21	31	scholars	scholar	NOUN
spir-8786	21	32	 	 	SPACE
spir-8786	21	33	have	have	AUX
spir-8786	21	34	  	  	SPACE
spir-8786	21	35	come	come	VERB
spir-8786	21	36	 	 	SPACE
spir-8786	21	37	to	to	PART
spir-8786	21	38	 	 	SPACE
spir-8786	21	39	understand	understand	VERB
spir-8786	21	40	 	 	SPACE
spir-8786	21	41	the	the	DET
spir-8786	21	42	 	 	SPACE
spir-8786	21	43	concept	concept	NOUN
spir-8786	21	44	 	 	SPACE
spir-8786	21	45	of	of	ADP
spir-8786	21	46	 	 	SPACE
spir-8786	21	47	affordance	affordance	NOUN
spir-8786	21	48	.	.	PUNCT
spir-8786	21	49	 	 	SPACE
spir-8786	22	1	following	follow	VERB
spir-8786	22	2	 	 	SPACE
spir-8786	22	3	the	the	DET
spir-8786	22	4	 	 	SPACE
spir-8786	22	5	renewed	renew	VERB
spir-8786	22	6	 	 	SPACE
spir-8786	22	7	debates	debate	NOUN
spir-8786	22	8	 	 	SPACE
spir-8786	22	9	over	over	ADP
spir-8786	22	10	  	  	SPACE
spir-8786	22	11	affordances	affordance	NOUN
spir-8786	22	12	 	 	SPACE
spir-8786	22	13	in	in	ADP
spir-8786	22	14	 	 	SPACE
spir-8786	22	15	recent	recent	ADJ
spir-8786	22	16	 	 	SPACE
spir-8786	22	17	scholarship	scholarship	NOUN
spir-8786	22	18	 	 	SPACE
spir-8786	22	19	on	on	ADP
spir-8786	22	20	 	 	SPACE
spir-8786	22	21	social	social	ADJ
spir-8786	22	22	 	 	SPACE
spir-8786	22	23	media	medium	NOUN
spir-8786	22	24	,	,	PUNCT
spir-8786	22	25	 	 	SPACE
spir-8786	22	26	this	this	DET
spir-8786	22	27	 	 	SPACE
spir-8786	22	28	paper	paper	NOUN
spir-8786	22	29	 	 	SPACE
spir-8786	22	30	addresses	address	VERB
spir-8786	22	31	 	 	SPACE
spir-8786	22	32	some	some	PRON
spir-8786	22	33	 	 	SPACE
spir-8786	22	34	of	of	ADP
spir-8786	22	35	 	 	SPACE
spir-8786	22	36	the	the	DET
spir-8786	22	37	  	  	SPACE
spir-8786	22	38	new	new	ADJ
spir-8786	22	39	 	 	SPACE
spir-8786	22	40	directions	direction	NOUN
spir-8786	22	41	 	 	SPACE
spir-8786	22	42	in	in	SCONJ
spir-8786	22	43	 	 	SPACE
spir-8786	22	44	which	which	DET
spir-8786	22	45	 	 	SPACE
spir-8786	22	46	scholars	scholar	NOUN
spir-8786	22	47	 	 	SPACE
spir-8786	22	48	have	have	AUX
spir-8786	22	49	 	 	SPACE
spir-8786	22	50	proposed	propose	VERB
spir-8786	22	51	 	 	SPACE
spir-8786	22	52	to	to	PART
spir-8786	22	53	 	 	SPACE
spir-8786	22	54	define	define	VERB
spir-8786	22	55	 	 	SPACE
spir-8786	22	56	and	and	CCONJ
spir-8786	22	57	 	 	SPACE
spir-8786	22	58	analytically	analytically	ADV
spir-8786	22	59	 	 	SPACE
spir-8786	22	60	deploy	deploy	VERB
spir-8786	22	61	 	 	SPACE
spir-8786	22	62	the	the	DET
spir-8786	22	63	  	  	SPACE
spir-8786	22	64	concept	concept	NOUN
spir-8786	22	65	 	 	SPACE
spir-8786	22	66	in	in	ADP
spir-8786	22	67	 	 	SPACE
spir-8786	22	68	media	medium	NOUN
spir-8786	22	69	 	 	SPACE
spir-8786	22	70	and	and	CCONJ
spir-8786	22	71	 	 	SPACE
spir-8786	22	72	communication	communication	NOUN
spir-8786	22	73	 	 	SPACE
spir-8786	22	74	studies	study	NOUN
spir-8786	22	75	.	.	PUNCT
spir-8786	22	76	      	      	SPACE
spir-8786	22	77	conceptualizing	conceptualize	VERB
spir-8786	22	78	 	 	SPACE
spir-8786	22	79	affordances	affordance	NOUN
spir-8786	22	80	  	  	SPACE
spir-8786	22	81	we	we	PRON
spir-8786	22	82	 	 	SPACE
spir-8786	22	83	first	first	ADV
spir-8786	22	84	 	 	SPACE
spir-8786	22	85	describe	describe	VERB
spir-8786	22	86	 	 	SPACE
spir-8786	22	87	how	how	SCONJ
spir-8786	22	88	 	 	SPACE
spir-8786	22	89	the	the	DET
spir-8786	22	90	 	 	SPACE
spir-8786	22	91	concept	concept	NOUN
spir-8786	22	92	 	 	SPACE
spir-8786	22	93	of	of	ADP
spir-8786	22	94	 	 	SPACE
spir-8786	22	95	affordance	affordance	NOUN
spir-8786	22	96	 	 	SPACE
spir-8786	22	97	has	have	AUX
spir-8786	22	98	 	 	SPACE
spir-8786	22	99	been	be	AUX
spir-8786	22	100	 	 	SPACE
spir-8786	22	101	used	use	VERB
spir-8786	22	102	 	 	SPACE
spir-8786	22	103	to	to	PART
spir-8786	22	104	 	 	SPACE
spir-8786	22	105	study	study	VERB
spir-8786	22	106	 	 	SPACE
spir-8786	22	107	the	the	DET
spir-8786	22	108	 	 	SPACE
spir-8786	22	109	relations	relation	NOUN
spir-8786	22	110	  	  	SPACE
spir-8786	22	111	between	between	ADP
spir-8786	22	112	 	 	SPACE
spir-8786	22	113	technology	technology	NOUN
spir-8786	22	114	 	 	SPACE
spir-8786	22	115	and	and	CCONJ
spir-8786	22	116	 	 	SPACE
spir-8786	22	117	users	user	NOUN
spir-8786	22	118	 	 	SPACE
spir-8786	22	119	through	through	ADP
spir-8786	22	120	 	 	SPACE
spir-8786	22	121	the	the	DET
spir-8786	22	122	 	 	SPACE
spir-8786	22	123	notions	notion	NOUN
spir-8786	22	124	 	 	SPACE
spir-8786	22	125	of	of	ADP
spir-8786	22	126	 	 	SPACE
spir-8786	22	127	affordances	affordance	NOUN
spir-8786	22	128	 	 	SPACE
spir-8786	22	129	as	as	ADP
spir-8786	22	130	 	 	SPACE
spir-8786	22	131	a	a	DET
spir-8786	22	132	 	 	SPACE
spir-8786	22	133	relational	relational	ADJ
spir-8786	22	134	  	  	SPACE
spir-8786	22	135	property	property	NOUN
spir-8786	22	136	 	 	SPACE
spir-8786	22	137	between	between	ADP
spir-8786	22	138	 	 	SPACE
spir-8786	22	139	actors	actor	NOUN
spir-8786	22	140	 	 	SPACE
spir-8786	22	141	and	and	CCONJ
spir-8786	22	142	 	 	SPACE
spir-8786	22	143	their	their	PRON
spir-8786	22	144	 	 	SPACE
spir-8786	22	145	environments	environment	NOUN
spir-8786	22	146	 	 	SPACE
spir-8786	22	147	(	(	PUNCT
spir-8786	22	148	gibson	gibson	PROPN
spir-8786	22	149	 	 	SPACE
spir-8786	22	150	2015	2015	NUM
spir-8786	22	151	)	)	PUNCT
spir-8786	22	152	,	,	PUNCT
spir-8786	22	153	 	 	SPACE
spir-8786	22	154	perceived	perceive	VERB
spir-8786	22	155	 	 	SPACE
spir-8786	22	156	affordances	affordance	NOUN
spir-8786	22	157	  	  	SPACE
spir-8786	22	158	(	(	PUNCT
spir-8786	22	159	norman	norman	NOUN
spir-8786	22	160	 	 	SPACE
spir-8786	22	161	1988	1988	NUM
spir-8786	22	162	)	)	PUNCT
spir-8786	22	163	,	,	PUNCT
spir-8786	22	164	 	 	SPACE
spir-8786	22	165	technology	technology	NOUN
spir-8786	22	166	 	 	SPACE
spir-8786	22	167	affordances	affordance	NOUN
spir-8786	22	168	 	 	SPACE
spir-8786	22	169	(	(	PUNCT
spir-8786	22	170	gaver	gaver	NOUN
spir-8786	22	171	 	 	SPACE
spir-8786	22	172	1991	1991	NUM
spir-8786	22	173	)	)	PUNCT
spir-8786	22	174	,	,	PUNCT
spir-8786	22	175	 	 	SPACE
spir-8786	22	176	social	social	ADJ
spir-8786	22	177	 	 	SPACE
spir-8786	22	178	affordances	affordance	NOUN
spir-8786	22	179	 	 	SPACE
spir-8786	22	180	(	(	PUNCT
spir-8786	22	181	wellman	wellman	NOUN
spir-8786	22	182	  	  	SPACE
spir-8786	22	183	2003	2003	NUM
spir-8786	22	184	)	)	PUNCT
spir-8786	22	185	,	,	PUNCT
spir-8786	22	186	 	 	SPACE
spir-8786	22	187	and	and	CCONJ
spir-8786	22	188	 	 	SPACE
spir-8786	22	189	communicative	communicative	ADJ
spir-8786	22	190	 	 	SPACE
spir-8786	22	191	affordance	affordance	NOUN
spir-8786	22	192	 	 	SPACE
spir-8786	22	193	(	(	PUNCT
spir-8786	22	194	hutchby	hutchby	PROPN
spir-8786	22	195	 	 	SPACE
spir-8786	22	196	2001	2001	NUM
spir-8786	22	197	)	)	PUNCT
spir-8786	22	198	.	.	PUNCT
spir-8786	22	199	 	 	SPACE
spir-8786	23	1	subsequently	subsequently	ADV
spir-8786	23	2	 	 	SPACE
spir-8786	23	3	we	we	PRON
spir-8786	23	4	 	 	SPACE
spir-8786	23	5	address	address	VERB
spir-8786	23	6	 	 	SPACE
spir-8786	23	7	how	how	SCONJ
spir-8786	23	8	 	 	SPACE
spir-8786	23	9	it	it	PRON
spir-8786	23	10	  	  	SPACE
spir-8786	23	11	has	have	AUX
spir-8786	23	12	 	 	SPACE
spir-8786	23	13	been	be	AUX
spir-8786	23	14	 	 	SPACE
spir-8786	23	15	employed	employ	VERB
spir-8786	23	16	 	 	SPACE
spir-8786	23	17	to	to	PART
spir-8786	23	18	 	 	SPACE
spir-8786	23	19	analyze	analyze	VERB
spir-8786	23	20	 	 	SPACE
spir-8786	23	21	social	social	ADJ
spir-8786	23	22	 	 	SPACE
spir-8786	23	23	media	medium	NOUN
spir-8786	23	24	 	 	SPACE
spir-8786	23	25	in	in	ADP
spir-8786	23	26	 	 	SPACE
spir-8786	23	27	particular	particular	ADJ
spir-8786	23	28	 	 	SPACE
spir-8786	23	29	with	with	ADP
spir-8786	23	30	 	 	SPACE
spir-8786	23	31	ideas	idea	NOUN
spir-8786	23	32	 	 	SPACE
spir-8786	23	33	of	of	ADP
spir-8786	23	34	 	 	SPACE
spir-8786	23	35	imagined	imagine	VERB
spir-8786	23	36	  	  	SPACE
spir-8786	23	37	affordances	affordance	NOUN
spir-8786	23	38	 	 	SPACE
spir-8786	23	39	(	(	PUNCT
spir-8786	23	40	nagy	nagy	PROPN
spir-8786	23	41	 	 	SPACE
spir-8786	23	42	and	and	CCONJ
spir-8786	23	43	 	 	SPACE
spir-8786	23	44	neff	neff	PROPN
spir-8786	23	45	 	 	SPACE
spir-8786	23	46	2015	2015	NUM
spir-8786	23	47	)	)	PUNCT
spir-8786	23	48	 	 	SPACE
spir-8786	23	49	and	and	CCONJ
spir-8786	23	50	 	 	SPACE
spir-8786	23	51	vernacular	vernacular	ADJ
spir-8786	23	52	 	 	SPACE
spir-8786	23	53	affordances	affordance	NOUN
spir-8786	23	54	 	 	SPACE
spir-8786	23	55	(	(	PUNCT
spir-8786	23	56	mcveigh-­schultz	mcveigh-­schultz	NOUN
spir-8786	23	57	 	 	SPACE
spir-8786	23	58	and	and	CCONJ
spir-8786	23	59	  	  	SPACE
spir-8786	23	60	baym	baym	NOUN
spir-8786	23	61	 	 	SPACE
spir-8786	23	62	2015	2015	NUM
spir-8786	23	63	)	)	PUNCT
spir-8786	23	64	 	 	SPACE
spir-8786	23	65	to	to	PART
spir-8786	23	66	 	 	SPACE
spir-8786	23	67	better	well	ADJ
spir-8786	23	68	 	 	SPACE
spir-8786	23	69	account	account	NOUN
spir-8786	23	70	 	 	SPACE
spir-8786	23	71	for	for	ADP
spir-8786	23	72	 	 	SPACE
spir-8786	23	73	the	the	DET
spir-8786	23	74	 	 	SPACE
spir-8786	23	75	complex	complex	ADJ
spir-8786	23	76	 	 	SPACE
spir-8786	23	77	relationships	relationship	NOUN
spir-8786	23	78	 	 	SPACE
spir-8786	23	79	between	between	ADP
spir-8786	23	80	 	 	SPACE
spir-8786	23	81	technology	technology	NOUN
spir-8786	23	82	 	 	SPACE
spir-8786	23	83	and	and	CCONJ
spir-8786	23	84	  	  	SPACE
spir-8786	23	85	sociality	sociality	NOUN
spir-8786	23	86	.	.	PUNCT
spir-8786	23	87	    	    	SPACE
spir-8786	24	1	the	the	DET
spir-8786	24	2	 	 	SPACE
spir-8786	24	3	multi-­directionality	multi-­directionality	PROPN
spir-8786	24	4	 	 	SPACE
spir-8786	24	5	of	of	ADP
spir-8786	24	6	 	 	SPACE
spir-8786	24	7	agency	agency	NOUN
spir-8786	24	8	 	 	SPACE
spir-8786	24	9	and	and	CCONJ
spir-8786	24	10	 	 	SPACE
spir-8786	24	11	connectivity	connectivity	NOUN
spir-8786	24	12	  	  	SPACE
spir-8786	24	13	our	our	PRON
spir-8786	24	14	 	 	SPACE
spir-8786	24	15	purpose	purpose	NOUN
spir-8786	24	16	 	 	SPACE
spir-8786	24	17	with	with	ADP
spir-8786	24	18	 	 	SPACE
spir-8786	24	19	outlining	outline	VERB
spir-8786	24	20	 	 	SPACE
spir-8786	24	21	the	the	DET
spir-8786	24	22	 	 	SPACE
spir-8786	24	23	different	different	ADJ
spir-8786	24	24	 	 	SPACE
spir-8786	24	25	conceptions	conception	NOUN
spir-8786	24	26	 	 	SPACE
spir-8786	24	27	of	of	ADP
spir-8786	24	28	 	 	SPACE
spir-8786	24	29	affordance	affordance	NOUN
spir-8786	24	30	 	 	SPACE
spir-8786	24	31	is	be	AUX
spir-8786	24	32	 	 	SPACE
spir-8786	24	33	to	to	PART
spir-8786	24	34	 	 	SPACE
spir-8786	24	35	point	point	VERB
spir-8786	24	36	 	 	SPACE
spir-8786	24	37	out	out	ADP
spir-8786	24	38	 	 	SPACE
spir-8786	24	39	its	its	PRON
spir-8786	24	40	  	  	SPACE
spir-8786	24	41	intellectual	intellectual	ADJ
spir-8786	24	42	 	 	SPACE
spir-8786	24	43	history	history	NOUN
spir-8786	24	44	,	,	PUNCT
spir-8786	24	45	 	 	SPACE
spir-8786	24	46	ontological	ontological	ADJ
spir-8786	24	47	 	 	SPACE
spir-8786	24	48	status	status	NOUN
spir-8786	24	49	 	 	SPACE
spir-8786	24	50	and	and	CCONJ
spir-8786	24	51	 	 	SPACE
spir-8786	24	52	analytical	analytical	ADJ
spir-8786	24	53	 	 	SPACE
spir-8786	24	54	value	value	NOUN
spir-8786	24	55	.	.	PUNCT
spir-8786	24	56	 	 	SPACE
spir-8786	25	1	the	the	DET
spir-8786	25	2	 	 	SPACE
spir-8786	25	3	different	different	ADJ
spir-8786	25	4	 	 	SPACE
spir-8786	25	5	concepts	concept	NOUN
spir-8786	25	6	  	  	SPACE
spir-8786	25	7	outlined	outline	VERB
spir-8786	25	8	 	 	SPACE
spir-8786	25	9	above	above	ADV
spir-8786	25	10	 	 	SPACE
spir-8786	25	11	seem	seem	VERB
spir-8786	25	12	 	 	SPACE
spir-8786	25	13	to	to	PART
spir-8786	25	14	 	 	SPACE
spir-8786	25	15	focus	focus	VERB
spir-8786	25	16	 	 	SPACE
spir-8786	25	17	on	on	ADP
spir-8786	25	18	 	 	SPACE
spir-8786	25	19	what	what	PRON
spir-8786	25	20	 	 	SPACE
spir-8786	25	21	technology	technology	NOUN
spir-8786	25	22	 	 	SPACE
spir-8786	25	23	does	do	VERB
spir-8786	25	24	 	 	SPACE
spir-8786	25	25	to	to	ADP
spir-8786	25	26	 	 	SPACE
spir-8786	25	27	users	user	NOUN
spir-8786	25	28	,	,	PUNCT
spir-8786	25	29	 	 	SPACE
spir-8786	25	30	and	and	CCONJ
spir-8786	25	31	 	 	SPACE
spir-8786	25	32	not	not	PART
spir-8786	25	33	 	 	SPACE
spir-8786	25	34	for	for	ADP
spir-8786	25	35	 	 	SPACE
spir-8786	25	36	instance	instance	NOUN
spir-8786	25	37	  	  	SPACE
spir-8786	25	38	the	the	DET
spir-8786	25	39	 	 	SPACE
spir-8786	25	40	other	other	ADJ
spir-8786	25	41	 	 	SPACE
spir-8786	25	42	way	way	NOUN
spir-8786	25	43	 	 	SPACE
spir-8786	25	44	around	around	ADV
spir-8786	25	45	.	.	PUNCT
spir-8786	25	46	 	 	SPACE
spir-8786	26	1	given	give	VERB
spir-8786	26	2	 	 	SPACE
spir-8786	26	3	the	the	DET
spir-8786	26	4	 	 	SPACE
spir-8786	26	5	relational	relational	ADJ
spir-8786	26	6	 	 	SPACE
spir-8786	26	7	ontology	ontology	NOUN
spir-8786	26	8	 	 	SPACE
spir-8786	26	9	of	of	ADP
spir-8786	26	10	 	 	SPACE
spir-8786	26	11	gibson	gibson	PROPN
spir-8786	26	12	’s	’s	PART
spir-8786	26	13	 	 	SPACE
spir-8786	26	14	original	original	ADJ
spir-8786	26	15	 	 	SPACE
spir-8786	26	16	concept	concept	NOUN
spir-8786	26	17	,	,	PUNCT
spir-8786	26	18	 	 	SPACE
spir-8786	26	19	it	it	PRON
spir-8786	26	20	  	  	SPACE
spir-8786	26	21	seems	seem	VERB
spir-8786	26	22	 	 	SPACE
spir-8786	26	23	somewhat	somewhat	ADV
spir-8786	26	24	 	 	SPACE
spir-8786	26	25	surprising	surprising	ADJ
spir-8786	26	26	 	 	SPACE
spir-8786	26	27	that	that	SCONJ
spir-8786	26	28	 	 	SPACE
spir-8786	26	29	the	the	DET
spir-8786	26	30	 	 	SPACE
spir-8786	26	31	relationality	relationality	NOUN
spir-8786	26	32	 	 	SPACE
spir-8786	26	33	in	in	ADP
spir-8786	26	34	 	 	SPACE
spir-8786	26	35	question	question	NOUN
spir-8786	26	36	 	 	SPACE
spir-8786	26	37	often	often	ADV
spir-8786	26	38	 	 	SPACE
spir-8786	26	39	seems	seem	VERB
spir-8786	26	40	 	 	SPACE
spir-8786	26	41	to	to	PART
spir-8786	26	42	 	 	SPACE
spir-8786	26	43	be	be	AUX
spir-8786	26	44	 	 	SPACE
spir-8786	26	45	applied	apply	VERB
spir-8786	26	46	  	  	SPACE
spir-8786	26	47	rather	rather	ADV
spir-8786	26	48	 	 	SPACE
spir-8786	26	49	unidirectional	unidirectional	ADJ
spir-8786	26	50	.	.	PUNCT
spir-8786	26	51	 	 	SPACE
spir-8786	27	1	the	the	DET
spir-8786	27	2	 	 	SPACE
spir-8786	27	3	question	question	NOUN
spir-8786	27	4	 	 	SPACE
spir-8786	27	5	is	be	AUX
spir-8786	27	6	 	 	SPACE
spir-8786	27	7	seldom	seldom	ADV
spir-8786	27	8	 	 	SPACE
spir-8786	27	9	what	what	PRON
spir-8786	27	10	 	 	SPACE
spir-8786	27	11	platform	platform	NOUN
spir-8786	27	12	 	 	SPACE
spir-8786	27	13	users	user	NOUN
spir-8786	27	14	 	 	SPACE
spir-8786	27	15	such	such	ADJ
spir-8786	27	16	 	 	SPACE
spir-8786	27	17	as	as	SCONJ
spir-8786	27	18	 	 	SPACE
spir-8786	27	19	end-­users	end-­user	NOUN
spir-8786	27	20	  	  	SPACE
spir-8786	27	21	afford	afford	VERB
spir-8786	27	22	 	 	SPACE
spir-8786	27	23	or	or	CCONJ
spir-8786	27	24	 	 	SPACE
spir-8786	27	25	do	do	VERB
spir-8786	27	26	 	 	SPACE
spir-8786	27	27	to	to	PART
spir-8786	27	28	 	 	SPACE
spir-8786	27	29	technology	technology	NOUN
spir-8786	27	30	 	 	SPACE
spir-8786	27	31	(	(	PUNCT
spir-8786	27	32	not	not	PART
spir-8786	27	33	 	 	SPACE
spir-8786	27	34	to	to	PART
spir-8786	27	35	 	 	SPACE
spir-8786	27	36	be	be	AUX
spir-8786	27	37	 	 	SPACE
spir-8786	27	38	confused	confused	ADJ
spir-8786	27	39	 	 	SPACE
spir-8786	27	40	with	with	ADP
spir-8786	27	41	 	 	SPACE
spir-8786	27	42	the	the	DET
spir-8786	27	43	 	 	SPACE
spir-8786	27	44	rather	rather	ADV
spir-8786	27	45	 	 	SPACE
spir-8786	27	46	popular	popular	ADJ
spir-8786	27	47	 	 	SPACE
spir-8786	27	48	question	question	NOUN
spir-8786	27	49	 	 	SPACE
spir-8786	27	50	of	of	ADP
spir-8786	27	51	 	 	SPACE
spir-8786	27	52	what	what	PRON
spir-8786	27	53	  	  	SPACE
spir-8786	27	54	users	user	NOUN
spir-8786	27	55	 	 	SPACE
spir-8786	27	56	do	do	AUX
spir-8786	27	57	 	 	SPACE
spir-8786	27	58	with	with	ADP
spir-8786	27	59	 	 	SPACE
spir-8786	27	60	technology	technology	NOUN
spir-8786	27	61	)	)	PUNCT
spir-8786	27	62	,	,	PUNCT
spir-8786	27	63	 	 	SPACE
spir-8786	27	64	or	or	CCONJ
spir-8786	27	65	 	 	SPACE
spir-8786	27	66	even	even	ADV
spir-8786	27	67	 	 	SPACE
spir-8786	27	68	what	what	PRON
spir-8786	27	69	 	 	SPACE
spir-8786	27	70	a	a	DET
spir-8786	27	71	 	 	SPACE
spir-8786	27	72	technology	technology	NOUN
spir-8786	27	73	 	 	SPACE
spir-8786	27	74	affords	afford	VERB
spir-8786	27	75	 	 	SPACE
spir-8786	27	76	another	another	DET
spir-8786	27	77	 	 	SPACE
spir-8786	27	78	piece	piece	NOUN
spir-8786	27	79	 	 	SPACE
spir-8786	27	80	of	of	ADP
spir-8786	27	81	  	  	SPACE
spir-8786	27	82	technology	technology	NOUN
spir-8786	27	83	.	.	PUNCT
spir-8786	27	84	 	 	SPACE
spir-8786	28	1	in	in	ADP
spir-8786	28	2	 	 	SPACE
spir-8786	28	3	order	order	NOUN
spir-8786	28	4	 	 	SPACE
spir-8786	28	5	to	to	PART
spir-8786	28	6	 	 	SPACE
spir-8786	28	7	do	do	VERB
spir-8786	28	8	 	 	SPACE
spir-8786	28	9	the	the	DET
spir-8786	28	10	 	 	SPACE
spir-8786	28	11	concept	concept	NOUN
spir-8786	28	12	 	 	SPACE
spir-8786	28	13	of	of	ADP
spir-8786	28	14	 	 	SPACE
spir-8786	28	15	affordance	affordance	NOUN
spir-8786	28	16	 	 	SPACE
spir-8786	28	17	justice	justice	NOUN
spir-8786	28	18	 	 	SPACE
spir-8786	28	19	we	we	PRON
spir-8786	28	20	 	 	SPACE
spir-8786	28	21	need	need	VERB
spir-8786	28	22	 	 	SPACE
spir-8786	28	23	to	to	PART
spir-8786	28	24	 	 	SPACE
spir-8786	28	25	think	think	VERB
spir-8786	28	26	 	 	SPACE
spir-8786	28	27	much	much	ADJ
spir-8786	28	28	 	 	SPACE
spir-8786	28	29	more	more	ADJ
spir-8786	28	30	  	  	SPACE
spir-8786	28	31	relationally	relationally	ADV
spir-8786	28	32	 	 	SPACE
spir-8786	28	33	and	and	CCONJ
spir-8786	28	34	 	 	SPACE
spir-8786	28	35	multi-­layered	multi-­layere	VERB
spir-8786	28	36	 	 	SPACE
spir-8786	28	37	about	about	ADP
spir-8786	28	38	 	 	SPACE
spir-8786	28	39	the	the	DET
spir-8786	28	40	 	 	SPACE
spir-8786	28	41	concept	concept	NOUN
spir-8786	28	42	 	 	SPACE
spir-8786	28	43	and	and	CCONJ
spir-8786	28	44	 	 	SPACE
spir-8786	28	45	retain	retain	VERB
spir-8786	28	46	 	 	SPACE
spir-8786	28	47	a	a	DET
spir-8786	28	48	 	 	SPACE
spir-8786	28	49	sense	sense	NOUN
spir-8786	28	50	 	 	SPACE
spir-8786	28	51	of	of	ADP
spir-8786	28	52	 	 	SPACE
spir-8786	28	53	platform-­	platform-­	VERB
spir-8786	28	54	sensitivity	sensitivity	NOUN
spir-8786	28	55	.	.	PUNCT
spir-8786	28	56	      	      	SPACE
spir-8786	29	1	if	if	SCONJ
spir-8786	29	2	 	 	SPACE
spir-8786	29	3	actor-­network	actor-­network	PROPN
spir-8786	29	4	 	 	SPACE
spir-8786	29	5	theory	theory	NOUN
spir-8786	29	6	 	 	SPACE
spir-8786	29	7	(	(	PUNCT
spir-8786	29	8	ant	ant	PROPN
spir-8786	29	9	)	)	PUNCT
spir-8786	29	10	 	 	SPACE
spir-8786	29	11	and	and	CCONJ
spir-8786	29	12	 	 	SPACE
spir-8786	29	13	similar	similar	ADJ
spir-8786	29	14	 	 	SPACE
spir-8786	29	15	approaches	approach	NOUN
spir-8786	29	16	 	 	SPACE
spir-8786	29	17	have	have	AUX
spir-8786	29	18	 	 	SPACE
spir-8786	29	19	taught	teach	VERB
spir-8786	29	20	 	 	SPACE
spir-8786	29	21	us	we	PRON
spir-8786	29	22	 	 	SPACE
spir-8786	29	23	anything	anything	PRON
spir-8786	29	24	,	,	PUNCT
spir-8786	29	25	 	 	SPACE
spir-8786	29	26	is	be	AUX
spir-8786	29	27	n’t	not	PART
spir-8786	29	28	 	 	SPACE
spir-8786	29	29	it	it	PRON
spir-8786	29	30	  	  	SPACE
spir-8786	29	31	to	to	PART
spir-8786	29	32	 	 	SPACE
spir-8786	29	33	think	think	VERB
spir-8786	29	34	 	 	SPACE
spir-8786	29	35	more	more	ADJ
spir-8786	29	36	 	 	SPACE
spir-8786	29	37	fully-­fledged	fully-­fledge	VERB
spir-8786	29	38	 	 	SPACE
spir-8786	29	39	about	about	ADP
spir-8786	29	40	 	 	SPACE
spir-8786	29	41	agency	agency	NOUN
spir-8786	29	42	 	 	SPACE
spir-8786	29	43	and	and	CCONJ
spir-8786	29	44	 	 	SPACE
spir-8786	29	45	connectivity	connectivity	NOUN
spir-8786	29	46	?	?	PUNCT
spir-8786	29	47	 	 	SPACE
spir-8786	29	48	ant	ant	ADJ
spir-8786	29	49	,	,	PUNCT
spir-8786	29	50	 	 	SPACE
spir-8786	29	51	while	while	SCONJ
spir-8786	29	52	 	 	SPACE
spir-8786	29	53	not	not	PART
spir-8786	29	54	 	 	SPACE
spir-8786	29	55	a	a	DET
spir-8786	29	56	 	 	SPACE
spir-8786	29	57	coherent	coherent	ADJ
spir-8786	29	58	  	  	SPACE
spir-8786	29	59	approach	approach	NOUN
spir-8786	29	60	,	,	PUNCT
spir-8786	29	61	 	 	SPACE
spir-8786	29	62	holds	hold	VERB
spir-8786	29	63	 	 	SPACE
spir-8786	29	64	that	that	DET
spir-8786	29	65	 	 	SPACE
spir-8786	29	66	agency	agency	NOUN
spir-8786	29	67	 	 	SPACE
spir-8786	29	68	is	be	AUX
spir-8786	29	69	 	 	SPACE
spir-8786	29	70	distributed	distribute	VERB
spir-8786	29	71	 	 	SPACE
spir-8786	29	72	and	and	CCONJ
spir-8786	29	73	 	 	SPACE
spir-8786	29	74	relational	relational	ADJ
spir-8786	29	75	,	,	PUNCT
spir-8786	29	76	 	 	SPACE
spir-8786	29	77	and	and	CCONJ
spir-8786	29	78	 	 	SPACE
spir-8786	29	79	that	that	PRON
spir-8786	29	80	 	 	SPACE
spir-8786	29	81	non-­humans	non-­human	NOUN
spir-8786	29	82	 	 	SPACE
spir-8786	29	83	are	be	AUX
spir-8786	29	84	  	  	SPACE
spir-8786	29	85	actors	actor	NOUN
spir-8786	29	86	 	 	SPACE
spir-8786	29	87	with	with	ADP
spir-8786	29	88	 	 	SPACE
spir-8786	29	89	agency	agency	NOUN
spir-8786	29	90	 	 	SPACE
spir-8786	29	91	too	too	ADV
spir-8786	29	92	.	.	PUNCT
spir-8786	29	93	 	 	SPACE
spir-8786	30	1	as	as	SCONJ
spir-8786	30	2	 	 	SPACE
spir-8786	30	3	latour	latour	PROPN
spir-8786	30	4	 	 	SPACE
spir-8786	30	5	suggests	suggest	VERB
spir-8786	30	6	,	,	PUNCT
spir-8786	30	7	 	 	SPACE
spir-8786	30	8	their	their	PRON
spir-8786	30	9	 	 	SPACE
spir-8786	30	10	agency	agency	NOUN
spir-8786	30	11	 	 	SPACE
spir-8786	30	12	refers	refer	VERB
spir-8786	30	13	 	 	SPACE
spir-8786	30	14	to	to	ADP
spir-8786	30	15	 	 	SPACE
spir-8786	30	16	the	the	DET
spir-8786	30	17	 	 	SPACE
spir-8786	30	18	ways	way	NOUN
spir-8786	30	19	 	 	SPACE
spir-8786	30	20	in	in	ADP
spir-8786	30	21	 	 	SPACE
spir-8786	30	22	which	which	PRON
spir-8786	30	23	  	  	SPACE
spir-8786	30	24	‘	'	PUNCT
spir-8786	30	25	things	thing	NOUN
spir-8786	30	26	 	 	SPACE
spir-8786	30	27	might	might	AUX
spir-8786	30	28	 	 	SPACE
spir-8786	30	29	authorize	authorize	VERB
spir-8786	30	30	,	,	PUNCT
spir-8786	30	31	 	 	SPACE
spir-8786	30	32	allow	allow	VERB
spir-8786	30	33	,	,	PUNCT
spir-8786	30	34	 	 	SPACE
spir-8786	30	35	afford	afford	NOUN
spir-8786	30	36	,	,	PUNCT
spir-8786	30	37	 	 	SPACE
spir-8786	30	38	encourage	encourage	VERB
spir-8786	30	39	,	,	PUNCT
spir-8786	30	40	 	 	SPACE
spir-8786	30	41	permit	permit	NOUN
spir-8786	30	42	,	,	PUNCT
spir-8786	30	43	 	 	SPACE
spir-8786	30	44	suggest	suggest	VERB
spir-8786	30	45	,	,	PUNCT
spir-8786	30	46	 	 	SPACE
spir-8786	30	47	influence	influence	NOUN
spir-8786	30	48	,	,	PUNCT
spir-8786	30	49	 	 	SPACE
spir-8786	30	50	block	block	NOUN
spir-8786	30	51	,	,	PUNCT
spir-8786	30	52	  	  	SPACE
spir-8786	30	53	render	render	VERB
spir-8786	30	54	 	 	SPACE
spir-8786	30	55	possible	possible	ADJ
spir-8786	30	56	,	,	PUNCT
spir-8786	30	57	 	 	SPACE
spir-8786	30	58	forbid	forbid	VERB
spir-8786	30	59	,	,	PUNCT
spir-8786	30	60	 	 	SPACE
spir-8786	30	61	and	and	CCONJ
spir-8786	30	62	 	 	SPACE
spir-8786	30	63	so	so	ADV
spir-8786	30	64	 	 	SPACE
spir-8786	30	65	on	on	ADP
spir-8786	30	66	’	'	PUNCT
spir-8786	30	67	 	 	SPACE
spir-8786	30	68	(	(	PUNCT
spir-8786	30	69	2005	2005	NUM
spir-8786	30	70	:	:	PUNCT
spir-8786	30	71	 	 	SPACE
spir-8786	30	72	72	72	NUM
spir-8786	30	73	)	)	PUNCT
spir-8786	30	74	.	.	PUNCT
spir-8786	30	75	 	 	SPACE
spir-8786	31	1	as	as	SCONJ
spir-8786	31	2	 	 	SPACE
spir-8786	31	3	latour	latour	AUX
spir-8786	31	4	 	 	SPACE
spir-8786	31	5	acknowledged	acknowledge	VERB
spir-8786	31	6	 	 	SPACE
spir-8786	31	7	in	in	ADP
spir-8786	31	8	 	 	SPACE
spir-8786	31	9	a	a	DET
spir-8786	31	10	 	 	SPACE
spir-8786	31	11	footnote	footnote	NOUN
spir-8786	31	12	 	 	SPACE
spir-8786	31	13	to	to	ADP
spir-8786	31	14	  	  	SPACE
spir-8786	31	15	this	this	DET
spir-8786	31	16	 	 	SPACE
spir-8786	31	17	much-­cited	much-­cite	VERB
spir-8786	31	18	 	 	SPACE
spir-8786	31	19	reference	reference	NOUN
spir-8786	31	20	 	 	SPACE
spir-8786	31	21	on	on	ADP
spir-8786	31	22	 	 	SPACE
spir-8786	31	23	the	the	DET
spir-8786	31	24	 	 	SPACE
spir-8786	31	25	idea	idea	NOUN
spir-8786	31	26	 	 	SPACE
spir-8786	31	27	of	of	ADP
spir-8786	31	28	 	 	SPACE
spir-8786	31	29	non-­human	non-­human	NOUN
spir-8786	31	30	 	 	SPACE
spir-8786	31	31	agency	agency	NOUN
spir-8786	31	32	,	,	PUNCT
spir-8786	31	33	 	 	SPACE
spir-8786	31	34	it	it	PRON
spir-8786	31	35	 	 	SPACE
spir-8786	31	36	is	be	AUX
spir-8786	31	37	 	 	SPACE
spir-8786	31	38	highly	highly	ADV
spir-8786	31	39	 	 	SPACE
spir-8786	31	40	indebted	indebte	VERB
spir-8786	31	41	 	 	SPACE
spir-8786	31	42	to	to	ADP
spir-8786	31	43	  	  	SPACE
spir-8786	31	44	gibson	gibson	PROPN
spir-8786	31	45	’s	’s	PART
spir-8786	31	46	 	 	SPACE
spir-8786	31	47	notion	notion	NOUN
spir-8786	31	48	 	 	SPACE
spir-8786	31	49	of	of	ADP
spir-8786	31	50	 	 	SPACE
spir-8786	31	51	affordances	affordance	NOUN
spir-8786	31	52	 	 	SPACE
spir-8786	31	53	and	and	CCONJ
spir-8786	31	54	 	 	SPACE
spir-8786	31	55	the	the	DET
spir-8786	31	56	 	 	SPACE
spir-8786	31	57	question	question	NOUN
spir-8786	31	58	 	 	SPACE
spir-8786	31	59	of	of	ADP
spir-8786	31	60	 	 	SPACE
spir-8786	31	61	what	what	PRON
spir-8786	31	62	 	 	SPACE
spir-8786	31	63	technology	technology	NOUN
spir-8786	31	64	 	 	SPACE
spir-8786	31	65	does	do	VERB
spir-8786	31	66	 	 	SPACE
spir-8786	31	67	to	to	ADP
spir-8786	31	68	 	 	SPACE
spir-8786	31	69	users	user	NOUN
spir-8786	31	70	.	.	PUNCT
spir-8786	31	71	 	 	SPACE
spir-8786	32	1	this	this	PRON
spir-8786	32	2	  	  	SPACE
spir-8786	32	3	may	may	AUX
spir-8786	32	4	 	 	SPACE
spir-8786	32	5	also	also	ADV
spir-8786	32	6	 	 	SPACE
spir-8786	32	7	be	be	AUX
spir-8786	32	8	 	 	SPACE
spir-8786	32	9	where	where	SCONJ
spir-8786	32	10	 	 	SPACE
spir-8786	32	11	some	some	PRON
spir-8786	32	12	 	 	SPACE
spir-8786	32	13	of	of	ADP
spir-8786	32	14	 	 	SPACE
spir-8786	32	15	the	the	DET
spir-8786	32	16	 	 	SPACE
spir-8786	32	17	overemphasis	overemphasis	NOUN
spir-8786	32	18	 	 	SPACE
spir-8786	32	19	on	on	ADP
spir-8786	32	20	 	 	SPACE
spir-8786	32	21	affordance	affordance	NOUN
spir-8786	32	22	 	 	SPACE
spir-8786	32	23	as	as	ADP
spir-8786	32	24	 	 	SPACE
spir-8786	32	25	something	something	PRON
spir-8786	32	26	 	 	SPACE
spir-8786	32	27	seemingly	seemingly	ADV
spir-8786	32	28	  	  	SPACE
spir-8786	32	29	tied	tie	VERB
spir-8786	32	30	 	 	SPACE
spir-8786	32	31	to	to	ADP
spir-8786	32	32	 	 	SPACE
spir-8786	32	33	the	the	DET
spir-8786	32	34	 	 	SPACE
spir-8786	32	35	agency	agency	NOUN
spir-8786	32	36	 	 	SPACE
spir-8786	32	37	of	of	ADP
spir-8786	32	38	 	 	SPACE
spir-8786	32	39	technological	technological	ADJ
spir-8786	32	40	 	 	SPACE
spir-8786	32	41	objects	object	NOUN
spir-8786	32	42	 	 	SPACE
spir-8786	32	43	comes	come	VERB
spir-8786	32	44	 	 	SPACE
spir-8786	32	45	from	from	ADP
spir-8786	32	46	.	.	PUNCT
spir-8786	32	47	 	 	SPACE
spir-8786	33	1	while	while	SCONJ
spir-8786	33	2	 	 	SPACE
spir-8786	33	3	we	we	PRON
spir-8786	33	4	 	 	SPACE
spir-8786	33	5	are	be	AUX
spir-8786	33	6	 	 	SPACE
spir-8786	33	7	deeply	deeply	ADV
spir-8786	33	8	  	  	SPACE
spir-8786	33	9	sympathetic	sympathetic	ADJ
spir-8786	33	10	 	 	SPACE
spir-8786	33	11	to	to	ADP
spir-8786	33	12	 	 	SPACE
spir-8786	33	13	the	the	DET
spir-8786	33	14	 	 	SPACE
spir-8786	33	15	notion	notion	NOUN
spir-8786	33	16	 	 	SPACE
spir-8786	33	17	of	of	ADP
spir-8786	33	18	 	 	SPACE
spir-8786	33	19	non-­human	non-­human	NOUN
spir-8786	33	20	 	 	SPACE
spir-8786	33	21	agency	agency	NOUN
spir-8786	33	22	 	 	SPACE
spir-8786	33	23	and	and	CCONJ
spir-8786	33	24	 	 	SPACE
spir-8786	33	25	its	its	PRON
spir-8786	33	26	 	 	SPACE
spir-8786	33	27	importance	importance	NOUN
spir-8786	33	28	 	 	SPACE
spir-8786	33	29	in	in	ADP
spir-8786	33	30	 	 	SPACE
spir-8786	33	31	studying	study	VERB
spir-8786	33	32	 	 	SPACE
spir-8786	33	33	social	social	ADJ
spir-8786	33	34	  	  	SPACE
spir-8786	33	35	media	medium	NOUN
spir-8786	33	36	 	 	SPACE
spir-8786	33	37	platforms	platform	NOUN
spir-8786	33	38	,	,	PUNCT
spir-8786	33	39	 	 	SPACE
spir-8786	33	40	we	we	PRON
spir-8786	33	41	 	 	SPACE
spir-8786	33	42	should	should	AUX
spir-8786	33	43	 	 	SPACE
spir-8786	33	44	also	also	ADV
spir-8786	33	45	 	 	SPACE
spir-8786	33	46	not	not	PART
spir-8786	33	47	 	 	SPACE
spir-8786	33	48	lose	lose	VERB
spir-8786	33	49	 	 	SPACE
spir-8786	33	50	sight	sight	NOUN
spir-8786	33	51	 	 	SPACE
spir-8786	33	52	of	of	ADP
spir-8786	33	53	 	 	SPACE
spir-8786	33	54	the	the	DET
spir-8786	33	55	 	 	SPACE
spir-8786	33	56	multi-­directionality	multi-­directionality	PROPN
spir-8786	33	57	 	 	SPACE
spir-8786	33	58	of	of	ADP
spir-8786	33	59	 	 	SPACE
spir-8786	33	60	agency	agency	NOUN
spir-8786	33	61	 	 	SPACE
spir-8786	33	62	and	and	CCONJ
spir-8786	33	63	  	  	SPACE
spir-8786	33	64	connectivity	connectivity	NOUN
spir-8786	33	65	 	 	SPACE
spir-8786	33	66	at	at	ADP
spir-8786	33	67	 	 	SPACE
spir-8786	33	68	work	work	NOUN
spir-8786	33	69	 	 	SPACE
spir-8786	33	70	in	in	ADP
spir-8786	33	71	 	 	SPACE
spir-8786	33	72	approaching	approach	VERB
spir-8786	33	73	 	 	SPACE
spir-8786	33	74	questions	question	NOUN
spir-8786	33	75	 	 	SPACE
spir-8786	33	76	of	of	ADP
spir-8786	33	77	 	 	SPACE
spir-8786	33	78	affordances	affordance	NOUN
spir-8786	33	79	.	.	PUNCT
spir-8786	33	80	    	    	SPACE
spir-8786	34	1	introducing	introduce	VERB
spir-8786	34	2	 	 	SPACE
spir-8786	34	3	a	a	DET
spir-8786	34	4	 	 	SPACE
spir-8786	34	5	platform-­sensitive	platform-­sensitive	ADJ
spir-8786	34	6	 	 	SPACE
spir-8786	34	7	affordance	affordance	NOUN
spir-8786	34	8	 	 	SPACE
spir-8786	34	9	perspective	perspective	NOUN
spir-8786	34	10	  	  	SPACE
spir-8786	34	11	rather	rather	ADV
spir-8786	34	12	 	 	SPACE
spir-8786	34	13	than	than	SCONJ
spir-8786	34	14	 	 	SPACE
spir-8786	34	15	introduce	introduce	VERB
spir-8786	34	16	 	 	SPACE
spir-8786	34	17	yet	yet	ADV
spir-8786	34	18	 	 	SPACE
spir-8786	34	19	another	another	DET
spir-8786	34	20	 	 	SPACE
spir-8786	34	21	concept	concept	NOUN
spir-8786	34	22	 	 	SPACE
spir-8786	34	23	of	of	ADP
spir-8786	34	24	 	 	SPACE
spir-8786	34	25	affordance	affordance	NOUN
spir-8786	34	26	,	,	PUNCT
spir-8786	34	27	 	 	SPACE
spir-8786	34	28	we	we	PRON
spir-8786	34	29	 	 	SPACE
spir-8786	34	30	aim	aim	VERB
spir-8786	34	31	 	 	SPACE
spir-8786	34	32	to	to	PART
spir-8786	34	33	 	 	SPACE
spir-8786	34	34	contribute	contribute	VERB
spir-8786	34	35	 	 	SPACE
spir-8786	34	36	one	one	NUM
spir-8786	34	37	 	 	SPACE
spir-8786	34	38	way	way	NOUN
spir-8786	34	39	  	  	SPACE
spir-8786	34	40	of	of	ADP
spir-8786	34	41	 	 	SPACE
spir-8786	34	42	approaching	approach	VERB
spir-8786	34	43	 	 	SPACE
spir-8786	34	44	the	the	DET
spir-8786	34	45	 	 	SPACE
spir-8786	34	46	empirical	empirical	ADJ
spir-8786	34	47	 	 	SPACE
spir-8786	34	48	analysis	analysis	NOUN
spir-8786	34	49	 	 	SPACE
spir-8786	34	50	of	of	ADP
spir-8786	34	51	 	 	SPACE
spir-8786	34	52	affordances	affordance	NOUN
spir-8786	34	53	 	 	SPACE
spir-8786	34	54	in	in	ADP
spir-8786	34	55	 	 	SPACE
spir-8786	34	56	social	social	ADJ
spir-8786	34	57	 	 	SPACE
spir-8786	34	58	media	medium	NOUN
spir-8786	34	59	 	 	SPACE
spir-8786	34	60	by	by	ADP
spir-8786	34	61	 	 	SPACE
spir-8786	34	62	being	be	AUX
spir-8786	34	63	 	 	SPACE
spir-8786	34	64	sensitive	sensitive	ADJ
spir-8786	34	65	  	  	SPACE
spir-8786	34	66	to	to	ADP
spir-8786	34	67	 	 	SPACE
spir-8786	34	68	platform	platform	NOUN
spir-8786	34	69	 	 	SPACE
spir-8786	34	70	specificities	specificity	NOUN
spir-8786	34	71	.	.	PUNCT
spir-8786	34	72	 	 	SPACE
spir-8786	35	1	our	our	PRON
spir-8786	35	2	 	 	SPACE
spir-8786	35	3	approach	approach	NOUN
spir-8786	35	4	 	 	SPACE
spir-8786	35	5	is	be	AUX
spir-8786	35	6	 	 	SPACE
spir-8786	35	7	sensitive	sensitive	ADJ
spir-8786	35	8	 	 	SPACE
spir-8786	35	9	to	to	ADP
spir-8786	35	10	 	 	SPACE
spir-8786	35	11	the	the	DET
spir-8786	35	12	 	 	SPACE
spir-8786	35	13	medium-­specificity	medium-­specificity	NOUN
spir-8786	35	14	 	 	SPACE
spir-8786	35	15	of	of	ADP
spir-8786	35	16	  	  	SPACE
spir-8786	35	17	platforms	platform	NOUN
spir-8786	35	18	,	,	PUNCT
spir-8786	35	19	 	 	SPACE
spir-8786	35	20	as	as	ADP
spir-8786	35	21	 	 	SPACE
spir-8786	35	22	technological	technological	ADJ
spir-8786	35	23	 	 	SPACE
spir-8786	35	24	intermediaries	intermediary	NOUN
spir-8786	35	25	 	 	SPACE
spir-8786	35	26	and	and	CCONJ
spir-8786	35	27	 	 	SPACE
spir-8786	35	28	entities	entity	NOUN
spir-8786	35	29	 	 	SPACE
spir-8786	35	30	that	that	PRON
spir-8786	35	31	 	 	SPACE
spir-8786	35	32	can	can	AUX
spir-8786	35	33	 	 	SPACE
spir-8786	35	34	be	be	AUX
spir-8786	35	35	 	 	SPACE
spir-8786	35	36	built	build	VERB
spir-8786	35	37	 	 	SPACE
spir-8786	35	38	upon	upon	SCONJ
spir-8786	35	39	 	 	SPACE
spir-8786	35	40	draw	draw	VERB
spir-8786	35	41	  	  	SPACE
spir-8786	35	42	different	different	ADJ
spir-8786	35	43	 	 	SPACE
spir-8786	35	44	stakeholders	stakeholder	NOUN
spir-8786	35	45	 	 	SPACE
spir-8786	35	46	together	together	ADV
spir-8786	35	47	 	 	SPACE
spir-8786	35	48	and	and	CCONJ
spir-8786	35	49	 	 	SPACE
spir-8786	35	50	orchestrate	orchestrate	VERB
spir-8786	35	51	 	 	SPACE
spir-8786	35	52	their	their	PRON
spir-8786	35	53	 	 	SPACE
spir-8786	35	54	relationships	relationship	NOUN
spir-8786	35	55	 	 	SPACE
spir-8786	35	56	to	to	ADP
spir-8786	35	57	 	 	SPACE
spir-8786	35	58	each	each	DET
spir-8786	35	59	 	 	SPACE
spir-8786	35	60	other	other	ADJ
spir-8786	35	61	  	  	SPACE
spir-8786	35	62	(	(	PUNCT
spir-8786	35	63	gillespie	gillespie	PROPN
spir-8786	35	64	 	 	SPACE
spir-8786	35	65	2010	2010	NUM
spir-8786	35	66	)	)	PUNCT
spir-8786	35	67	.	.	PUNCT
spir-8786	35	68	 	 	SPACE
spir-8786	36	1	affordances	affordance	NOUN
spir-8786	36	2	,	,	PUNCT
spir-8786	36	3	 	 	SPACE
spir-8786	36	4	we	we	PRON
spir-8786	36	5	 	 	SPACE
spir-8786	36	6	argue	argue	VERB
spir-8786	36	7	,	,	PUNCT
spir-8786	36	8	 	 	SPACE
spir-8786	36	9	manifest	manifest	VERB
spir-8786	36	10	 	 	SPACE
spir-8786	36	11	in	in	ADP
spir-8786	36	12	 	 	SPACE
spir-8786	36	13	relations	relation	NOUN
spir-8786	36	14	 	 	SPACE
spir-8786	36	15	between	between	ADP
spir-8786	36	16	 	 	SPACE
spir-8786	36	17	platforms	platform	NOUN
spir-8786	36	18	 	 	SPACE
spir-8786	36	19	and	and	CCONJ
spir-8786	36	20	  	  	SPACE
spir-8786	36	21	their	their	PRON
spir-8786	36	22	 	 	SPACE
spir-8786	36	23	different	different	ADJ
spir-8786	36	24	 	 	SPACE
spir-8786	36	25	types	type	NOUN
spir-8786	36	26	 	 	SPACE
spir-8786	36	27	of	of	ADP
spir-8786	36	28	 	 	SPACE
spir-8786	36	29	users	user	NOUN
spir-8786	36	30	 	 	SPACE
spir-8786	36	31	such	such	ADJ
spir-8786	36	32	 	 	SPACE
spir-8786	36	33	as	as	ADP
spir-8786	36	34	 	 	SPACE
spir-8786	36	35	end-­users	end-­user	NOUN
spir-8786	36	36	,	,	PUNCT
spir-8786	36	37	 	 	SPACE
spir-8786	36	38	advertisers	advertiser	NOUN
spir-8786	36	39	,	,	PUNCT
spir-8786	36	40	 	 	SPACE
spir-8786	36	41	developers	developer	NOUN
spir-8786	36	42	,	,	PUNCT
spir-8786	36	43	 	 	SPACE
spir-8786	36	44	and	and	CCONJ
spir-8786	36	45	  	  	SPACE
spir-8786	36	46	researchers	researcher	NOUN
spir-8786	36	47	.	.	PUNCT
spir-8786	36	48	 	 	SPACE
spir-8786	37	1	we	we	PRON
spir-8786	37	2	 	 	SPACE
spir-8786	37	3	extend	extend	VERB
spir-8786	37	4	 	 	SPACE
spir-8786	37	5	previous	previous	ADJ
spir-8786	37	6	 	 	SPACE
spir-8786	37	7	conceptualizations	conceptualization	NOUN
spir-8786	37	8	 	 	SPACE
spir-8786	37	9	of	of	ADP
spir-8786	37	10	 	 	SPACE
spir-8786	37	11	affordances	affordance	NOUN
spir-8786	37	12	 	 	SPACE
spir-8786	37	13	understood	understand	VERB
spir-8786	37	14	 	 	SPACE
spir-8786	37	15	as	as	ADP
spir-8786	37	16	 	 	SPACE
spir-8786	37	17	the	the	DET
spir-8786	37	18	  	  	SPACE
spir-8786	37	19	action	action	NOUN
spir-8786	37	20	 	 	SPACE
spir-8786	37	21	possibilities	possibility	NOUN
spir-8786	37	22	 	 	SPACE
spir-8786	37	23	made	make	VERB
spir-8786	37	24	 	 	SPACE
spir-8786	37	25	available	available	ADJ
spir-8786	37	26	 	 	SPACE
spir-8786	37	27	to	to	ADP
spir-8786	37	28	 	 	SPACE
spir-8786	37	29	users	user	NOUN
spir-8786	37	30	 	 	SPACE
spir-8786	37	31	by	by	ADP
spir-8786	37	32	 	 	SPACE
spir-8786	37	33	means	mean	NOUN
spir-8786	37	34	 	 	SPACE
spir-8786	37	35	of	of	ADP
spir-8786	37	36	 	 	SPACE
spir-8786	37	37	technology	technology	NOUN
spir-8786	37	38	,	,	PUNCT
spir-8786	37	39	 	 	SPACE
spir-8786	37	40	not	not	PART
spir-8786	37	41	 	 	SPACE
spir-8786	37	42	only	only	ADV
spir-8786	37	43	 	 	SPACE
spir-8786	37	44	by	by	ADP
spir-8786	37	45	  	  	SPACE
spir-8786	37	46	expanding	expand	VERB
spir-8786	37	47	 	 	SPACE
spir-8786	37	48	the	the	DET
spir-8786	37	49	 	 	SPACE
spir-8786	37	50	notion	notion	NOUN
spir-8786	37	51	 	 	SPACE
spir-8786	37	52	of	of	ADP
spir-8786	37	53	 	 	SPACE
spir-8786	37	54	the	the	DET
spir-8786	37	55	 	 	SPACE
spir-8786	37	56	user	user	NOUN
spir-8786	37	57	,	,	PUNCT
spir-8786	37	58	 	 	SPACE
spir-8786	37	59	but	but	CCONJ
spir-8786	37	60	 	 	SPACE
spir-8786	37	61	also	also	ADV
spir-8786	37	62	 	 	SPACE
spir-8786	37	63	by	by	ADP
spir-8786	37	64	 	 	SPACE
spir-8786	37	65	considering	consider	VERB
spir-8786	37	66	 	 	SPACE
spir-8786	37	67	the	the	DET
spir-8786	37	68	 	 	SPACE
spir-8786	37	69	inverse	inverse	NOUN
spir-8786	37	70	 	 	SPACE
spir-8786	37	71	question	question	NOUN
spir-8786	37	72	 	 	SPACE
spir-8786	37	73	of	of	ADP
spir-8786	37	74	 	 	SPACE
spir-8786	37	75	what	what	PRON
spir-8786	37	76	  	  	SPACE
spir-8786	37	77	users	user	NOUN
spir-8786	37	78	 	 	SPACE
spir-8786	37	79	do	do	AUX
spir-8786	37	80	 	 	SPACE
spir-8786	37	81	to	to	ADP
spir-8786	37	82	 	 	SPACE
spir-8786	37	83	the	the	DET
spir-8786	37	84	 	 	SPACE
spir-8786	37	85	technology	technology	NOUN
spir-8786	37	86	.	.	PUNCT
spir-8786	37	87	      	      	SPACE
spir-8786	38	1	we	we	PRON
spir-8786	38	2	 	 	SPACE
spir-8786	38	3	suggest	suggest	VERB
spir-8786	38	4	 	 	SPACE
spir-8786	38	5	a	a	DET
spir-8786	38	6	 	 	SPACE
spir-8786	38	7	platform-­sensitive	platform-­sensitive	ADJ
spir-8786	38	8	 	 	SPACE
spir-8786	38	9	perspective	perspective	NOUN
spir-8786	38	10	 	 	SPACE
spir-8786	38	11	that	that	PRON
spir-8786	38	12	 	 	SPACE
spir-8786	38	13	take	take	VERB
spir-8786	38	14	 	 	SPACE
spir-8786	38	15	four	four	NUM
spir-8786	38	16	 	 	SPACE
spir-8786	38	17	aspects	aspect	NOUN
spir-8786	38	18	 	 	SPACE
spir-8786	38	19	into	into	ADP
spir-8786	38	20	 	 	SPACE
spir-8786	38	21	account	account	NOUN
spir-8786	38	22	:	:	PUNCT
spir-8786	38	23	 	 	SPACE
spir-8786	38	24	first	first	ADV
spir-8786	38	25	,	,	PUNCT
spir-8786	38	26	 	 	SPACE
spir-8786	38	27	it	it	PRON
spir-8786	38	28	  	  	SPACE
spir-8786	38	29	considers	consider	VERB
spir-8786	38	30	 	 	SPACE
spir-8786	38	31	how	how	SCONJ
spir-8786	38	32	 	 	SPACE
spir-8786	38	33	social	social	ADJ
spir-8786	38	34	 	 	SPACE
spir-8786	38	35	media	medium	NOUN
spir-8786	38	36	 	 	SPACE
spir-8786	38	37	platforms	platform	NOUN
spir-8786	38	38	 	 	SPACE
spir-8786	38	39	do	do	AUX
spir-8786	38	40	 	 	SPACE
spir-8786	38	41	not	not	PART
spir-8786	38	42	 	 	SPACE
spir-8786	38	43	only	only	ADV
spir-8786	38	44	 	 	SPACE
spir-8786	38	45	afford	afford	VERB
spir-8786	38	46	 	 	SPACE
spir-8786	38	47	things	thing	NOUN
spir-8786	38	48	 	 	SPACE
spir-8786	38	49	to	to	ADP
spir-8786	38	50	 	 	SPACE
spir-8786	38	51	end-­users	end-­user	NOUN
spir-8786	38	52	 	 	SPACE
spir-8786	38	53	but	but	CCONJ
spir-8786	38	54	 	 	SPACE
spir-8786	38	55	also	also	ADV
spir-8786	38	56	 	 	SPACE
spir-8786	38	57	to	to	ADP
spir-8786	38	58	  	  	SPACE
spir-8786	38	59	other	other	ADJ
spir-8786	38	60	 	 	SPACE
spir-8786	38	61	actors	actor	NOUN
spir-8786	38	62	 	 	SPACE
spir-8786	38	63	such	such	ADJ
spir-8786	38	64	 	 	SPACE
spir-8786	38	65	as	as	ADP
spir-8786	38	66	 	 	SPACE
spir-8786	38	67	developers	developer	NOUN
spir-8786	38	68	 	 	SPACE
spir-8786	38	69	who	who	PRON
spir-8786	38	70	 	 	SPACE
spir-8786	38	71	can	can	AUX
spir-8786	38	72	 	 	SPACE
spir-8786	38	73	extend	extend	VERB
spir-8786	38	74	 	 	SPACE
spir-8786	38	75	the	the	DET
spir-8786	38	76	 	 	SPACE
spir-8786	38	77	affordances	affordance	NOUN
spir-8786	38	78	 	 	SPACE
spir-8786	38	79	offered	offer	VERB
spir-8786	38	80	 	 	SPACE
spir-8786	38	81	by	by	ADP
spir-8786	38	82	 	 	SPACE
spir-8786	38	83	the	the	DET
spir-8786	38	84	  	  	SPACE
spir-8786	38	85	platform	platform	NOUN
spir-8786	38	86	,	,	PUNCT
spir-8786	38	87	 	 	SPACE
spir-8786	38	88	advertisers	advertiser	NOUN
spir-8786	38	89	 	 	SPACE
spir-8786	38	90	who	who	PRON
spir-8786	38	91	 	 	SPACE
spir-8786	38	92	can	can	AUX
spir-8786	38	93	 	 	SPACE
spir-8786	38	94	monetize	monetize	VERB
spir-8786	38	95	 	 	SPACE
spir-8786	38	96	on	on	ADP
spir-8786	38	97	 	 	SPACE
spir-8786	38	98	platform	platform	NOUN
spir-8786	38	99	 	 	SPACE
spir-8786	38	100	activities	activity	NOUN
spir-8786	38	101	,	,	PUNCT
spir-8786	38	102	 	 	SPACE
spir-8786	38	103	as	as	ADV
spir-8786	38	104	 	 	SPACE
spir-8786	38	105	well	well	ADV
spir-8786	38	106	 	 	SPACE
spir-8786	38	107	as	as	ADP
spir-8786	38	108	 	 	SPACE
spir-8786	38	109	researchers	researcher	NOUN
spir-8786	38	110	  	  	SPACE
spir-8786	38	111	who	who	PRON
spir-8786	38	112	 	 	SPACE
spir-8786	38	113	can	can	AUX
spir-8786	38	114	 	 	SPACE
spir-8786	38	115	collect	collect	VERB
spir-8786	38	116	 	 	SPACE
spir-8786	38	117	and	and	CCONJ
spir-8786	38	118	 	 	SPACE
spir-8786	38	119	analyze	analyze	VERB
spir-8786	38	120	 	 	SPACE
spir-8786	38	121	platform	platform	NOUN
spir-8786	38	122	 	 	SPACE
spir-8786	38	123	data	datum	NOUN
spir-8786	38	124	 	 	SPACE
spir-8786	38	125	for	for	ADP
spir-8786	38	126	 	 	SPACE
spir-8786	38	127	studying	study	VERB
spir-8786	38	128	 	 	SPACE
spir-8786	38	129	social	social	ADJ
spir-8786	38	130	 	 	SPACE
spir-8786	38	131	issues	issue	NOUN
spir-8786	38	132	.	.	PUNCT
spir-8786	38	133	 	 	SPACE
spir-8786	39	1	second	second	ADJ
spir-8786	39	2	,	,	PUNCT
spir-8786	39	3	 	 	SPACE
spir-8786	39	4	it	it	PRON
spir-8786	39	5	  	  	SPACE
spir-8786	39	6	examines	examine	VERB
spir-8786	39	7	 	 	SPACE
spir-8786	39	8	how	how	SCONJ
spir-8786	39	9	 	 	SPACE
spir-8786	39	10	these	these	DET
spir-8786	39	11	 	 	SPACE
spir-8786	39	12	actors	actor	NOUN
spir-8786	39	13	 	 	SPACE
spir-8786	39	14	are	be	AUX
spir-8786	39	15	 	 	SPACE
spir-8786	39	16	addressed	address	VERB
spir-8786	39	17	 	 	SPACE
spir-8786	39	18	by	by	ADP
spir-8786	39	19	 	 	SPACE
spir-8786	39	20	distinct	distinct	ADJ
spir-8786	39	21	 	 	SPACE
spir-8786	39	22	surfaces	surface	NOUN
spir-8786	39	23	,	,	PUNCT
spir-8786	39	24	 	 	SPACE
spir-8786	39	25	platform	platform	NOUN
spir-8786	39	26	 	 	SPACE
spir-8786	39	27	interfaces	interface	NOUN
spir-8786	39	28	,	,	PUNCT
spir-8786	39	29	 	 	SPACE
spir-8786	39	30	and	and	CCONJ
spir-8786	39	31	  	  	SPACE
spir-8786	39	32	explores	explore	NOUN
spir-8786	39	33	 	 	SPACE
spir-8786	39	34	what	what	PRON
spir-8786	39	35	 	 	SPACE
spir-8786	39	36	these	these	DET
spir-8786	39	37	 	 	SPACE
spir-8786	39	38	surfaces	surface	NOUN
spir-8786	39	39	 	 	SPACE
spir-8786	39	40	afford	afford	NOUN
spir-8786	39	41	.	.	PUNCT
spir-8786	39	42	 	 	SPACE
spir-8786	40	1	third	third	ADJ
spir-8786	40	2	,	,	PUNCT
spir-8786	40	3	 	 	SPACE
spir-8786	40	4	it	it	PRON
spir-8786	40	5	 	 	SPACE
spir-8786	40	6	sees	see	VERB
spir-8786	40	7	 	 	SPACE
spir-8786	40	8	these	these	DET
spir-8786	40	9	 	 	SPACE
spir-8786	40	10	surfaces	surface	NOUN
spir-8786	40	11	 	 	SPACE
spir-8786	40	12	as	as	ADV
spir-8786	40	13	 	 	SPACE
spir-8786	40	14	malleable	malleable	ADJ
spir-8786	40	15	 	 	SPACE
spir-8786	40	16	and	and	CCONJ
spir-8786	40	17	  	  	SPACE
spir-8786	40	18	relative	relative	ADJ
spir-8786	40	19	 	 	SPACE
spir-8786	40	20	to	to	ADP
spir-8786	40	21	 	 	SPACE
spir-8786	40	22	the	the	DET
spir-8786	40	23	 	 	SPACE
spir-8786	40	24	actors	actor	NOUN
spir-8786	40	25	 	 	SPACE
spir-8786	40	26	as	as	ADP
spir-8786	40	27	,	,	PUNCT
spir-8786	40	28	 	 	SPACE
spir-8786	40	29	contra	contra	PROPN
spir-8786	40	30	’s	’s	PART
spir-8786	40	31	 	 	SPACE
spir-8786	40	32	gibson	gibson	PROPN
spir-8786	40	33	’s	’s	PROPN
spir-8786	40	34	 	 	SPACE
spir-8786	40	35	natural	natural	ADJ
spir-8786	40	36	 	 	SPACE
spir-8786	40	37	environment	environment	NOUN
spir-8786	40	38	 	 	SPACE
spir-8786	40	39	which	which	PRON
spir-8786	40	40	 	 	SPACE
spir-8786	40	41	is	be	AUX
spir-8786	40	42	 	 	SPACE
spir-8786	40	43	the	the	DET
spir-8786	40	44	 	 	SPACE
spir-8786	40	45	same	same	ADJ
spir-8786	40	46	 	 	SPACE
spir-8786	40	47	for	for	ADP
spir-8786	40	48	 	 	SPACE
spir-8786	40	49	all	all	DET
spir-8786	40	50	  	  	SPACE
spir-8786	40	51	actors	actor	NOUN
spir-8786	40	52	,	,	PUNCT
spir-8786	40	53	 	 	SPACE
spir-8786	40	54	social	social	ADJ
spir-8786	40	55	 	 	SPACE
spir-8786	40	56	media	medium	NOUN
spir-8786	40	57	 	 	SPACE
spir-8786	40	58	platforms	platform	NOUN
spir-8786	40	59	 	 	SPACE
spir-8786	40	60	provide	provide	VERB
spir-8786	40	61	 	 	SPACE
spir-8786	40	62	highly	highly	ADV
spir-8786	40	63	 	 	SPACE
spir-8786	40	64	personalized	personalized	ADJ
spir-8786	40	65	 	 	SPACE
spir-8786	40	66	environments	environment	NOUN
spir-8786	40	67	.	.	PUNCT
spir-8786	40	68	 	 	SPACE
spir-8786	41	1	finally	finally	ADV
spir-8786	41	2	,	,	PUNCT
spir-8786	41	3	 	 	SPACE
spir-8786	41	4	a	a	DET
spir-8786	41	5	  	  	SPACE
spir-8786	41	6	platform-­specific	platform-­specific	ADJ
spir-8786	41	7	 	 	SPACE
spir-8786	41	8	approach	approach	NOUN
spir-8786	41	9	 	 	SPACE
spir-8786	41	10	acknowledges	acknowledge	VERB
spir-8786	41	11	 	 	SPACE
spir-8786	41	12	how	how	SCONJ
spir-8786	41	13	 	 	SPACE
spir-8786	41	14	platforms	platform	NOUN
spir-8786	41	15	 	 	SPACE
spir-8786	41	16	are	be	AUX
spir-8786	41	17	 	 	SPACE
spir-8786	41	18	inhabited	inhabit	VERB
spir-8786	41	19	 	 	SPACE
spir-8786	41	20	by	by	ADP
spir-8786	41	21	 	 	SPACE
spir-8786	41	22	both	both	DET
spir-8786	41	23	 	 	SPACE
spir-8786	41	24	human	human	NOUN
spir-8786	41	25	  	  	SPACE
spir-8786	41	26	and	and	CCONJ
spir-8786	41	27	 	 	SPACE
spir-8786	41	28	non-­human	non-­human	NOUN
spir-8786	41	29	 	 	SPACE
spir-8786	41	30	actors	actor	NOUN
spir-8786	41	31	 	 	SPACE
spir-8786	41	32	which	which	PRON
spir-8786	41	33	 	 	SPACE
spir-8786	41	34	hold	hold	VERB
spir-8786	41	35	 	 	SPACE
spir-8786	41	36	agency	agency	NOUN
spir-8786	41	37	 	 	SPACE
spir-8786	41	38	and	and	CCONJ
spir-8786	41	39	 	 	SPACE
spir-8786	41	40	also	also	ADV
spir-8786	41	41	 	 	SPACE
spir-8786	41	42	afford	afford	VERB
spir-8786	41	43	 	 	SPACE
spir-8786	41	44	things	thing	NOUN
spir-8786	41	45	 	 	SPACE
spir-8786	41	46	back	back	ADV
spir-8786	41	47	 	 	SPACE
spir-8786	41	48	to	to	ADP
spir-8786	41	49	 	 	SPACE
spir-8786	41	50	the	the	DET
spir-8786	41	51	 	 	SPACE
spir-8786	41	52	technology	technology	NOUN
spir-8786	41	53	.	.	PUNCT
spir-8786	41	54	      	      	SPACE
spir-8786	41	55	to	to	PART
spir-8786	41	56	 	 	SPACE
spir-8786	41	57	operationalize	operationalize	VERB
spir-8786	41	58	 	 	SPACE
spir-8786	41	59	our	our	PRON
spir-8786	41	60	 	 	SPACE
spir-8786	41	61	case	case	NOUN
spir-8786	41	62	 	 	SPACE
spir-8786	41	63	study	study	NOUN
spir-8786	41	64	 	 	SPACE
spir-8786	41	65	on	on	ADP
spir-8786	41	66	 	 	SPACE
spir-8786	41	67	twitter	twitter	NOUN
spir-8786	41	68	,	,	PUNCT
spir-8786	41	69	 	 	SPACE
spir-8786	41	70	we	we	PRON
spir-8786	41	71	 	 	SPACE
spir-8786	41	72	make	make	VERB
spir-8786	41	73	 	 	SPACE
spir-8786	41	74	use	use	NOUN
spir-8786	41	75	 	 	SPACE
spir-8786	41	76	of	of	ADP
spir-8786	41	77	 	 	SPACE
spir-8786	41	78	the	the	DET
spir-8786	41	79	 	 	SPACE
spir-8786	41	80	platform	platform	NOUN
spir-8786	41	81	’s	’s	NOUN
spir-8786	41	82	 	 	SPACE
spir-8786	41	83	own	own	ADJ
spir-8786	41	84	  	  	SPACE
spir-8786	41	85	developer	developer	NOUN
spir-8786	41	86	 	 	SPACE
spir-8786	41	87	and	and	CCONJ
spir-8786	41	88	 	 	SPACE
spir-8786	41	89	help	help	VERB
spir-8786	41	90	 	 	SPACE
spir-8786	41	91	documents	document	NOUN
spir-8786	41	92	 	 	SPACE
spir-8786	41	93	to	to	PART
spir-8786	41	94	 	 	SPACE
spir-8786	41	95	uncover	uncover	VERB
spir-8786	41	96	 	 	SPACE
spir-8786	41	97	the	the	DET
spir-8786	41	98	 	 	SPACE
spir-8786	41	99	platform	platform	NOUN
spir-8786	41	100	 	 	SPACE
spir-8786	41	101	actors	actor	NOUN
spir-8786	41	102	 	 	SPACE
spir-8786	41	103	and	and	CCONJ
spir-8786	41	104	 	 	SPACE
spir-8786	41	105	their	their	PRON
spir-8786	41	106	 	 	SPACE
spir-8786	41	107	action	action	NOUN
spir-8786	41	108	  	  	SPACE
spir-8786	41	109	possibilities	possibility	NOUN
spir-8786	41	110	.	.	PUNCT
spir-8786	41	111	 	 	SPACE
spir-8786	42	1	in	in	ADP
spir-8786	42	2	 	 	SPACE
spir-8786	42	3	addition	addition	NOUN
spir-8786	42	4	,	,	PUNCT
spir-8786	42	5	 	 	SPACE
spir-8786	42	6	we	we	PRON
spir-8786	42	7	 	 	SPACE
spir-8786	42	8	examine	examine	VERB
spir-8786	42	9	 	 	SPACE
spir-8786	42	10	the	the	DET
spir-8786	42	11	 	 	SPACE
spir-8786	42	12	different	different	ADJ
spir-8786	42	13	 	 	SPACE
spir-8786	42	14	surfaces	surface	NOUN
spir-8786	42	15	 	 	SPACE
spir-8786	42	16	that	that	SCONJ
spir-8786	42	17	 	 	SPACE
spir-8786	42	18	the	the	DET
spir-8786	42	19	 	 	SPACE
spir-8786	42	20	actors	actor	NOUN
spir-8786	42	21	 	 	SPACE
spir-8786	42	22	of	of	ADP
spir-8786	42	23	 	 	SPACE
spir-8786	42	24	the	the	DET
spir-8786	42	25	 	 	SPACE
spir-8786	42	26	twitter	twitter	NOUN
spir-8786	42	27	  	  	SPACE
spir-8786	42	28	platform	platform	NOUN
spir-8786	42	29	 	 	SPACE
spir-8786	42	30	inhabit	inhabit	NOUN
spir-8786	42	31	 	 	SPACE
spir-8786	42	32	and	and	CCONJ
spir-8786	42	33	 	 	SPACE
spir-8786	42	34	how	how	SCONJ
spir-8786	42	35	 	 	SPACE
spir-8786	42	36	actors	actor	NOUN
spir-8786	42	37	 	 	SPACE
spir-8786	42	38	are	be	AUX
spir-8786	42	39	 	 	SPACE
spir-8786	42	40	connected	connect	VERB
spir-8786	42	41	 	 	SPACE
spir-8786	42	42	through	through	ADP
spir-8786	42	43	 	 	SPACE
spir-8786	42	44	their	their	PRON
spir-8786	42	45	 	 	SPACE
spir-8786	42	46	respective	respective	ADJ
spir-8786	42	47	 	 	SPACE
spir-8786	42	48	interfaces	interface	NOUN
spir-8786	42	49	.	.	PUNCT
spir-8786	42	50	 	 	SPACE
spir-8786	42	51	in	in	ADP
spir-8786	42	52	  	  	SPACE
spir-8786	42	53	order	order	NOUN
spir-8786	42	54	 	 	SPACE
spir-8786	42	55	to	to	PART
spir-8786	42	56	 	 	SPACE
spir-8786	42	57	to	to	ADP
spir-8786	42	58	 	 	SPACE
spir-8786	42	59	so	so	ADV
spir-8786	42	60	 	 	SPACE
spir-8786	42	61	we	we	PRON
spir-8786	42	62	 	 	SPACE
spir-8786	42	63	focus	focus	VERB
spir-8786	42	64	 	 	SPACE
spir-8786	42	65	on	on	ADP
spir-8786	42	66	 	 	SPACE
spir-8786	42	67	one	one	NUM
spir-8786	42	68	 	 	SPACE
spir-8786	42	69	specific	specific	ADJ
spir-8786	42	70	 	 	SPACE
spir-8786	42	71	feature	feature	NOUN
spir-8786	42	72	,	,	PUNCT
spir-8786	42	73	 	 	SPACE
spir-8786	42	74	the	the	DET
spir-8786	42	75	 	 	SPACE
spir-8786	42	76	twitter	twitter	NOUN
spir-8786	42	77	 	 	SPACE
spir-8786	42	78	like	like	VERB
spir-8786	42	79	,	,	PUNCT
spir-8786	42	80	 	 	SPACE
spir-8786	42	81	in	in	ADP
spir-8786	42	82	 	 	SPACE
spir-8786	42	83	order	order	NOUN
spir-8786	42	84	 	 	SPACE
spir-8786	42	85	to	to	PART
spir-8786	42	86	 	 	SPACE
spir-8786	42	87	map	map	VERB
spir-8786	42	88	 	 	SPACE
spir-8786	42	89	the	the	DET
spir-8786	42	90	  	  	SPACE
spir-8786	42	91	relations	relation	NOUN
spir-8786	42	92	 	 	SPACE
spir-8786	42	93	between	between	ADP
spir-8786	42	94	 	 	SPACE
spir-8786	42	95	the	the	DET
spir-8786	42	96	 	 	SPACE
spir-8786	42	97	different	different	ADJ
spir-8786	42	98	 	 	SPACE
spir-8786	42	99	users	user	NOUN
spir-8786	42	100	 	 	SPACE
spir-8786	42	101	as	as	ADP
spir-8786	42	102	 	 	SPACE
spir-8786	42	103	a	a	DET
spir-8786	42	104	 	 	SPACE
spir-8786	42	105	way	way	NOUN
spir-8786	42	106	 	 	SPACE
spir-8786	42	107	to	to	PART
spir-8786	42	108	 	 	SPACE
spir-8786	42	109	map	map	VERB
spir-8786	42	110	 	 	SPACE
spir-8786	42	111	out	out	ADP
spir-8786	42	112	 	 	SPACE
spir-8786	42	113	the	the	DET
spir-8786	42	114	 	 	SPACE
spir-8786	42	115	‘	'	PUNCT
spir-8786	42	116	platform	platform	NOUN
spir-8786	42	117	 	 	SPACE
spir-8786	42	118	politics	politic	NOUN
spir-8786	42	119	’	'	PUNCT
spir-8786	42	120	  	  	SPACE
spir-8786	42	121	(	(	PUNCT
spir-8786	42	122	gillespie	gillespie	PROPN
spir-8786	42	123	 	 	SPACE
spir-8786	42	124	2010	2010	NUM
spir-8786	42	125	)	)	PUNCT
spir-8786	42	126	 	 	SPACE
spir-8786	42	127	of	of	ADP
spir-8786	42	128	 	 	SPACE
spir-8786	42	129	these	these	DET
spir-8786	42	130	 	 	SPACE
spir-8786	42	131	relations	relation	NOUN
spir-8786	42	132	.	.	PUNCT
spir-8786	42	133	 	 	SPACE
spir-8786	43	1	the	the	DET
spir-8786	43	2	 	 	SPACE
spir-8786	43	3	entry	entry	NOUN
spir-8786	43	4	 	 	SPACE
spir-8786	43	5	points	point	NOUN
spir-8786	43	6	 	 	SPACE
spir-8786	43	7	are	be	AUX
spir-8786	43	8	 	 	SPACE
spir-8786	43	9	the	the	DET
spir-8786	43	10	 	 	SPACE
spir-8786	43	11	different	different	ADJ
spir-8786	43	12	 	 	SPACE
spir-8786	43	13	interfaces	interface	NOUN
spir-8786	43	14	/	/	SYM
spir-8786	43	15	surfaces	surface	NOUN
spir-8786	43	16	,	,	PUNCT
spir-8786	43	17	  	  	SPACE
spir-8786	43	18	the	the	DET
spir-8786	43	19	 	 	SPACE
spir-8786	43	20	end-­user	end-­user	NOUN
spir-8786	43	21	 	 	SPACE
spir-8786	43	22	interface	interface	NOUN
spir-8786	43	23	,	,	PUNCT
spir-8786	43	24	 	 	SPACE
spir-8786	43	25	advertising	advertising	NOUN
spir-8786	43	26	 	 	SPACE
spir-8786	43	27	interface	interface	NOUN
spir-8786	43	28	,	,	PUNCT
spir-8786	43	29	 	 	SPACE
spir-8786	43	30	developer	developer	NOUN
spir-8786	43	31	/	/	SYM
spir-8786	43	32	researcher	researcher	NOUN
spir-8786	43	33	 	 	SPACE
spir-8786	43	34	interface	interface	NOUN
spir-8786	43	35	,	,	PUNCT
spir-8786	43	36	 	 	SPACE
spir-8786	43	37	which	which	PRON
spir-8786	43	38	 	 	SPACE
spir-8786	43	39	are	be	AUX
spir-8786	43	40	  	  	SPACE
spir-8786	43	41	seen	see	VERB
spir-8786	43	42	 	 	SPACE
spir-8786	43	43	as	as	ADV
spir-8786	43	44	 	 	SPACE
spir-8786	43	45	as	as	ADP
spir-8786	43	46	 	 	SPACE
spir-8786	43	47	distinct	distinct	ADJ
spir-8786	43	48	 	 	SPACE
spir-8786	43	49	‘	'	PUNCT
spir-8786	43	50	zones	zone	NOUN
spir-8786	43	51	 	 	SPACE
spir-8786	43	52	of	of	ADP
spir-8786	43	53	 	 	SPACE
spir-8786	43	54	affordances	affordance	NOUN
spir-8786	43	55	’	'	PUNCT
spir-8786	43	56	 	 	SPACE
spir-8786	43	57	(	(	PUNCT
spir-8786	43	58	drucker	drucker	NOUN
spir-8786	43	59	,	,	PUNCT
spir-8786	43	60	 	 	SPACE
spir-8786	43	61	2011	2011	NUM
spir-8786	43	62	)	)	PUNCT
spir-8786	43	63	.	.	PUNCT
spir-8786	43	64	      	      	SPACE
spir-8786	43	65	to	to	PART
spir-8786	43	66	 	 	SPACE
spir-8786	43	67	conclude	conclude	VERB
spir-8786	43	68	,	,	PUNCT
spir-8786	43	69	 	 	SPACE
spir-8786	43	70	we	we	PRON
spir-8786	43	71	 	 	SPACE
spir-8786	43	72	reflect	reflect	VERB
spir-8786	43	73	 	 	SPACE
spir-8786	43	74	on	on	ADP
spir-8786	43	75	 	 	SPACE
spir-8786	43	76	what	what	PRON
spir-8786	43	77	 	 	SPACE
spir-8786	43	78	our	our	PRON
spir-8786	43	79	 	 	SPACE
spir-8786	43	80	platform-­specific	platform-­specific	ADJ
spir-8786	43	81	 	 	SPACE
spir-8786	43	82	affordance	affordance	NOUN
spir-8786	43	83	 	 	SPACE
spir-8786	43	84	approach	approach	NOUN
spir-8786	43	85	 	 	SPACE
spir-8786	43	86	may	may	AUX
spir-8786	43	87	 	 	SPACE
spir-8786	43	88	bring	bring	VERB
spir-8786	43	89	 	 	SPACE
spir-8786	43	90	to	to	ADP
spir-8786	43	91	  	  	SPACE
spir-8786	43	92	affordance	affordance	NOUN
spir-8786	43	93	 	 	SPACE
spir-8786	43	94	theory	theory	NOUN
spir-8786	43	95	,	,	PUNCT
spir-8786	43	96	 	 	SPACE
spir-8786	43	97	platform	platform	NOUN
spir-8786	43	98	 	 	SPACE
spir-8786	43	99	studies	study	NOUN
spir-8786	43	100	 	 	SPACE
spir-8786	43	101	and	and	CCONJ
spir-8786	43	102	 	 	SPACE
spir-8786	43	103	studying	study	VERB
spir-8786	43	104	 	 	SPACE
spir-8786	43	105	social	social	ADJ
spir-8786	43	106	 	 	SPACE
spir-8786	43	107	media	medium	NOUN
spir-8786	43	108	 	 	SPACE
spir-8786	43	109	platforms	platform	NOUN
spir-8786	43	110	 	 	SPACE
spir-8786	43	111	in	in	ADP
spir-8786	43	112	 	 	SPACE
spir-8786	43	113	particular	particular	ADJ
spir-8786	43	114	.	.	PUNCT
spir-8786	43	115	        	        	SPACE
spir-8786	44	1	references	reference	NOUN
spir-8786	44	2	    	    	SPACE
spir-8786	44	3	drucker	drucker	NOUN
spir-8786	44	4	,	,	PUNCT
spir-8786	44	5	 	 	SPACE
spir-8786	44	6	johanna	johanna	PROPN
spir-8786	44	7	.	.	PUNCT
spir-8786	44	8	 	 	SPACE
spir-8786	45	1	2011	2011	NUM
spir-8786	45	2	.	.	PUNCT
spir-8786	45	3	 	 	SPACE
spir-8786	46	1	“	"	PUNCT
spir-8786	46	2	humanities	humanity	NOUN
spir-8786	46	3	 	 	SPACE
spir-8786	46	4	approaches	approach	VERB
spir-8786	46	5	 	 	SPACE
spir-8786	46	6	to	to	PART
spir-8786	46	7	 	 	SPACE
spir-8786	46	8	interface	interface	VERB
spir-8786	46	9	 	 	SPACE
spir-8786	46	10	theory	theory	NOUN
spir-8786	46	11	.	.	PUNCT
spir-8786	46	12	”	"	PUNCT
spir-8786	46	13	 	 	SPACE
spir-8786	46	14	culture	culture	NOUN
spir-8786	46	15	  	  	SPACE
spir-8786	46	16	machine	machine	NOUN
spir-8786	46	17	 	 	SPACE
spir-8786	46	18	12	12	NUM
spir-8786	46	19	 	 	SPACE
spir-8786	46	20	(	(	PUNCT
spir-8786	46	21	0	0	NUM
spir-8786	46	22	)	)	PUNCT
spir-8786	46	23	.	.	PUNCT
spir-8786	46	24	 	 	SPACE
spir-8786	47	1	http://www.culturemachine.net/index.php/cm/article/view/434	http://www.culturemachine.net/index.php/cm/article/view/434	PROPN
spir-8786	47	2	.	.	PUNCT
spir-8786	47	3	  	  	SPACE
spir-8786	47	4	gaver	gaver	PROPN
spir-8786	47	5	,	,	PUNCT
spir-8786	47	6	 	 	SPACE
spir-8786	47	7	william	william	PROPN
spir-8786	47	8	 	 	SPACE
spir-8786	47	9	w.	w.	PROPN
spir-8786	47	10	 	 	SPACE
spir-8786	47	11	1991	1991	NUM
spir-8786	47	12	.	.	PUNCT
spir-8786	47	13	 	 	SPACE
spir-8786	48	1	“	"	PUNCT
spir-8786	48	2	technology	technology	NOUN
spir-8786	48	3	 	 	SPACE
spir-8786	48	4	affordances	affordance	NOUN
spir-8786	48	5	.	.	PUNCT
spir-8786	48	6	”	"	PUNCT
spir-8786	48	7	 	 	SPACE
spir-8786	48	8	in	in	ADP
spir-8786	48	9	 	 	SPACE
spir-8786	48	10	proceedings	proceeding	NOUN
spir-8786	48	11	 	 	SPACE
spir-8786	48	12	of	of	ADP
spir-8786	48	13	 	 	SPACE
spir-8786	48	14	the	the	DET
spir-8786	48	15	 	 	SPACE
spir-8786	48	16	sigchi	sigchi	PROPN
spir-8786	48	17	  	  	SPACE
spir-8786	48	18	conference	conference	NOUN
spir-8786	48	19	 	 	SPACE
spir-8786	48	20	on	on	ADP
spir-8786	48	21	 	 	SPACE
spir-8786	48	22	human	human	ADJ
spir-8786	48	23	 	 	SPACE
spir-8786	48	24	factors	factor	NOUN
spir-8786	48	25	 	 	SPACE
spir-8786	48	26	in	in	ADP
spir-8786	48	27	 	 	SPACE
spir-8786	48	28	computing	compute	VERB
spir-8786	48	29	 	 	SPACE
spir-8786	48	30	systems	system	NOUN
spir-8786	48	31	,	,	PUNCT
spir-8786	48	32	 	 	SPACE
spir-8786	48	33	79–84	79–84	NOUN
spir-8786	48	34	.	.	PUNCT
spir-8786	48	35	 	 	SPACE
spir-8786	49	1	acm	acm	PROPN
spir-8786	49	2	.	.	PUNCT
spir-8786	49	3	    	    	SPACE
spir-8786	49	4	gibson	gibson	PROPN
spir-8786	49	5	,	,	PUNCT
spir-8786	49	6	 	 	SPACE
spir-8786	49	7	james	james	PROPN
spir-8786	49	8	 	 	SPACE
spir-8786	49	9	j.	j.	PROPN
spir-8786	49	10	 	 	SPACE
spir-8786	49	11	2015	2015	NUM
spir-8786	49	12	.	.	PUNCT
spir-8786	49	13	 	 	SPACE
spir-8786	50	1	the	the	DET
spir-8786	50	2	 	 	SPACE
spir-8786	50	3	ecological	ecological	ADJ
spir-8786	50	4	 	 	SPACE
spir-8786	50	5	approach	approach	NOUN
spir-8786	50	6	 	 	SPACE
spir-8786	50	7	to	to	ADP
spir-8786	50	8	 	 	SPACE
spir-8786	50	9	visual	visual	ADJ
spir-8786	50	10	 	 	SPACE
spir-8786	50	11	perception	perception	NOUN
spir-8786	50	12	.	.	PUNCT
spir-8786	50	13	 	 	SPACE
spir-8786	50	14	classic	classic	ADJ
spir-8786	50	15	 	 	SPACE
spir-8786	50	16	editions	edition	NOUN
spir-8786	50	17	.	.	PUNCT
spir-8786	50	18	  	  	SPACE
spir-8786	50	19	new	new	ADJ
spir-8786	50	20	 	 	SPACE
spir-8786	50	21	york	york	PROPN
spir-8786	50	22	:	:	PUNCT
spir-8786	50	23	 	 	SPACE
spir-8786	50	24	psychology	psychology	NOUN
spir-8786	50	25	 	 	SPACE
spir-8786	50	26	press	press	NOUN
spir-8786	50	27	.	.	PUNCT
spir-8786	50	28	  	  	SPACE
spir-8786	51	1	gillespie	gillespie	PROPN
spir-8786	51	2	,	,	PUNCT
spir-8786	51	3	 	 	SPACE
spir-8786	51	4	tarleton	tarleton	PROPN
spir-8786	51	5	.	.	PUNCT
spir-8786	51	6	 	 	SPACE
spir-8786	52	1	2010	2010	NUM
spir-8786	52	2	.	.	PUNCT
spir-8786	52	3	 	 	SPACE
spir-8786	53	1	“	"	PUNCT
spir-8786	53	2	the	the	DET
spir-8786	53	3	 	 	SPACE
spir-8786	53	4	politics	politic	NOUN
spir-8786	53	5	 	 	SPACE
spir-8786	53	6	of	of	ADP
spir-8786	53	7	 	 	SPACE
spir-8786	53	8	‘	'	PUNCT
spir-8786	53	9	platforms	platform	NOUN
spir-8786	53	10	.	.	PUNCT
spir-8786	53	11	’	'	PUNCT
spir-8786	53	12	”	"	PUNCT
spir-8786	53	13	 	 	SPACE
spir-8786	53	14	new	new	ADJ
spir-8786	53	15	 	 	SPACE
spir-8786	53	16	media	medium	NOUN
spir-8786	53	17	 	 	SPACE
spir-8786	53	18	&	&	CCONJ
spir-8786	53	19	 	 	SPACE
spir-8786	53	20	society	society	NOUN
spir-8786	53	21	 	 	SPACE
spir-8786	53	22	12	12	NUM
spir-8786	53	23	 	 	SPACE
spir-8786	53	24	(	(	PUNCT
spir-8786	53	25	3	3	NUM
spir-8786	53	26	):	):	PUNCT
spir-8786	53	27	 	 	SPACE
spir-8786	53	28	347	347	NUM
spir-8786	53	29	–	–	PUNCT
spir-8786	53	30	64	64	NUM
spir-8786	53	31	.	.	PUNCT
spir-8786	53	32	  	  	SPACE
spir-8786	54	1	hutchby	hutchby	PROPN
spir-8786	54	2	,	,	PUNCT
spir-8786	54	3	 	 	SPACE
spir-8786	54	4	ian	ian	PROPN
spir-8786	54	5	.	.	PUNCT
spir-8786	54	6	 	 	SPACE
spir-8786	54	7	2001	2001	NUM
spir-8786	54	8	.	.	PUNCT
spir-8786	54	9	 	 	SPACE
spir-8786	55	1	“	"	PUNCT
spir-8786	55	2	technologies	technology	NOUN
spir-8786	55	3	,	,	PUNCT
spir-8786	55	4	 	 	SPACE
spir-8786	55	5	texts	text	NOUN
spir-8786	55	6	 	 	SPACE
spir-8786	55	7	and	and	CCONJ
spir-8786	55	8	 	 	SPACE
spir-8786	55	9	affordances	affordance	NOUN
spir-8786	55	10	.	.	PUNCT
spir-8786	55	11	”	"	PUNCT
spir-8786	55	12	 	 	SPACE
spir-8786	55	13	sociology	sociology	NOUN
spir-8786	55	14	 	 	SPACE
spir-8786	55	15	35	35	NUM
spir-8786	55	16	 	 	SPACE
spir-8786	55	17	(	(	PUNCT
spir-8786	55	18	2	2	NUM
spir-8786	55	19	):	):	PUNCT
spir-8786	55	20	 	 	SPACE
spir-8786	55	21	441–56	441–56	PROPN
spir-8786	55	22	.	.	PUNCT
spir-8786	55	23	  	  	SPACE
spir-8786	55	24	doi:10.1177	doi:10.1177	PROPN
spir-8786	55	25	/	/	SYM
spir-8786	55	26	s0038038501000219	s0038038501000219	NOUN
spir-8786	55	27	.	.	PUNCT
spir-8786	55	28	  	  	SPACE
spir-8786	56	1	latour	latour	PROPN
spir-8786	56	2	,	,	PUNCT
spir-8786	56	3	 	 	SPACE
spir-8786	56	4	bruno	bruno	PROPN
spir-8786	56	5	.	.	PUNCT
spir-8786	56	6	 	 	SPACE
spir-8786	57	1	2005	2005	NUM
spir-8786	57	2	.	.	PUNCT
spir-8786	57	3	 	 	SPACE
spir-8786	58	1	reassembling	reassemble	VERB
spir-8786	58	2	 	 	SPACE
spir-8786	58	3	the	the	DET
spir-8786	58	4	 	 	SPACE
spir-8786	58	5	social	social	ADJ
spir-8786	58	6	:	:	PUNCT
spir-8786	58	7	 	 	SPACE
spir-8786	58	8	an	an	DET
spir-8786	58	9	 	 	SPACE
spir-8786	58	10	introduction	introduction	NOUN
spir-8786	58	11	 	 	SPACE
spir-8786	58	12	to	to	ADP
spir-8786	58	13	 	 	SPACE
spir-8786	58	14	actor-­network-­	actor-­network-­	PROPN
spir-8786	58	15	theory	theory	NOUN
spir-8786	58	16	.	.	PUNCT
spir-8786	58	17	 	 	SPACE
spir-8786	59	1	oxford	oxford	PROPN
spir-8786	59	2	,	,	PUNCT
spir-8786	59	3	 	 	SPACE
spir-8786	59	4	uk	uk	PROPN
spir-8786	59	5	:	:	PUNCT
spir-8786	59	6	 	 	SPACE
spir-8786	59	7	oxford	oxford	PROPN
spir-8786	59	8	 	 	SPACE
spir-8786	59	9	university	university	NOUN
spir-8786	59	10	 	 	SPACE
spir-8786	59	11	press	press	NOUN
spir-8786	59	12	.	.	PUNCT
spir-8786	59	13	  	  	SPACE
spir-8786	60	1	mcveigh-­schultz	mcveigh-­schultz	PROPN
spir-8786	60	2	,	,	PUNCT
spir-8786	60	3	 	 	SPACE
spir-8786	60	4	joshua	joshua	PROPN
spir-8786	60	5	,	,	PUNCT
spir-8786	60	6	 	 	SPACE
spir-8786	60	7	and	and	CCONJ
spir-8786	60	8	 	 	SPACE
spir-8786	60	9	nancy	nancy	PROPN
spir-8786	60	10	 	 	SPACE
spir-8786	60	11	k.	k.	PROPN
spir-8786	60	12	 	 	SPACE
spir-8786	60	13	baym	baym	PROPN
spir-8786	60	14	.	.	PUNCT
spir-8786	60	15	 	 	SPACE
spir-8786	60	16	2015	2015	NUM
spir-8786	60	17	.	.	PUNCT
spir-8786	60	18	 	 	SPACE
spir-8786	61	1	“	"	PUNCT
spir-8786	61	2	thinking	think	VERB
spir-8786	61	3	 	 	SPACE
spir-8786	61	4	of	of	ADP
spir-8786	61	5	 	 	SPACE
spir-8786	61	6	you	you	PRON
spir-8786	61	7	:	:	PUNCT
spir-8786	61	8	 	 	SPACE
spir-8786	61	9	vernacular	vernacular	ADJ
spir-8786	61	10	  	  	SPACE
spir-8786	61	11	affordance	affordance	NOUN
spir-8786	61	12	 	 	SPACE
spir-8786	61	13	in	in	ADP
spir-8786	61	14	 	 	SPACE
spir-8786	61	15	the	the	DET
spir-8786	61	16	 	 	SPACE
spir-8786	61	17	context	context	NOUN
spir-8786	61	18	 	 	SPACE
spir-8786	61	19	of	of	ADP
spir-8786	61	20	 	 	SPACE
spir-8786	61	21	the	the	DET
spir-8786	61	22	 	 	SPACE
spir-8786	61	23	microsocial	microsocial	ADJ
spir-8786	61	24	 	 	SPACE
spir-8786	61	25	relationship	relationship	NOUN
spir-8786	61	26	 	 	SPACE
spir-8786	61	27	app	app	PROPN
spir-8786	61	28	,	,	PUNCT
spir-8786	61	29	 	 	SPACE
spir-8786	61	30	couple	couple	NOUN
spir-8786	61	31	.	.	PUNCT
spir-8786	61	32	”	"	PUNCT
spir-8786	61	33	 	 	SPACE
spir-8786	61	34	social	social	ADJ
spir-8786	61	35	  	  	SPACE
spir-8786	61	36	media	medium	NOUN
spir-8786	61	37	 	 	SPACE
spir-8786	61	38	+	+	CCONJ
spir-8786	61	39	 	 	SPACE
spir-8786	61	40	society	society	NOUN
spir-8786	61	41	 	 	SPACE
spir-8786	61	42	1	1	NUM
spir-8786	61	43	 	 	SPACE
spir-8786	61	44	(	(	PUNCT
spir-8786	61	45	2	2	NUM
spir-8786	61	46	):	):	PUNCT
spir-8786	61	47	 	 	SPACE
spir-8786	61	48	2056305115604649	2056305115604649	NUM
spir-8786	61	49	.	.	PUNCT
spir-8786	61	50	    	    	SPACE
spir-8786	62	1	nagy	nagy	ADJ
spir-8786	62	2	,	,	PUNCT
spir-8786	62	3	 	 	SPACE
spir-8786	62	4	peter	peter	PROPN
spir-8786	62	5	,	,	PUNCT
spir-8786	62	6	 	 	SPACE
spir-8786	62	7	and	and	CCONJ
spir-8786	62	8	 	 	SPACE
spir-8786	62	9	gina	gina	PROPN
spir-8786	62	10	 	 	SPACE
spir-8786	62	11	neff	neff	PROPN
spir-8786	62	12	.	.	PUNCT
spir-8786	62	13	 	 	SPACE
spir-8786	63	1	2015	2015	NUM
spir-8786	63	2	.	.	PUNCT
spir-8786	63	3	 	 	SPACE
spir-8786	64	1	“	"	PUNCT
spir-8786	64	2	imagined	imagine	VERB
spir-8786	64	3	 	 	SPACE
spir-8786	64	4	affordance	affordance	NOUN
spir-8786	64	5	:	:	PUNCT
spir-8786	64	6	 	 	SPACE
spir-8786	64	7	reconstructing	reconstruct	VERB
spir-8786	64	8	 	 	SPACE
spir-8786	64	9	a	a	DET
spir-8786	64	10	 	 	SPACE
spir-8786	64	11	keyword	keyword	NOUN
spir-8786	64	12	 	 	SPACE
spir-8786	64	13	for	for	ADP
spir-8786	64	14	  	  	SPACE
spir-8786	64	15	communication	communication	NOUN
spir-8786	64	16	 	 	SPACE
spir-8786	64	17	theory	theory	NOUN
spir-8786	64	18	.	.	PUNCT
spir-8786	64	19	”	"	PUNCT
spir-8786	64	20	 	 	SPACE
spir-8786	64	21	social	social	ADJ
spir-8786	64	22	 	 	SPACE
spir-8786	64	23	media	medium	NOUN
spir-8786	64	24	 	 	SPACE
spir-8786	64	25	+	+	CCONJ
spir-8786	64	26	 	 	SPACE
spir-8786	64	27	society	society	NOUN
spir-8786	64	28	 	 	SPACE
spir-8786	64	29	1	1	NUM
spir-8786	64	30	 	 	SPACE
spir-8786	64	31	(	(	PUNCT
spir-8786	64	32	2	2	NUM
spir-8786	64	33	):	):	PUNCT
spir-8786	64	34	 	 	SPACE
spir-8786	64	35	2056305115603385	2056305115603385	NUM
spir-8786	64	36	.	.	PUNCT
spir-8786	64	37	    	    	SPACE
spir-8786	65	1	norman	norman	PROPN
spir-8786	65	2	,	,	PUNCT
spir-8786	65	3	 	 	SPACE
spir-8786	65	4	donald	donald	PROPN
spir-8786	65	5	 	 	SPACE
spir-8786	65	6	a.	a.	NOUN
spir-8786	65	7	 	 	SPACE
spir-8786	65	8	1988	1988	NUM
spir-8786	65	9	.	.	PUNCT
spir-8786	65	10	 	 	SPACE
spir-8786	66	1	the	the	DET
spir-8786	66	2	 	 	SPACE
spir-8786	66	3	psychology	psychology	NOUN
spir-8786	66	4	 	 	SPACE
spir-8786	66	5	of	of	ADP
spir-8786	66	6	 	 	SPACE
spir-8786	66	7	everyday	everyday	ADJ
spir-8786	66	8	 	 	SPACE
spir-8786	66	9	things	thing	NOUN
spir-8786	66	10	.	.	PUNCT
spir-8786	66	11	 	 	SPACE
spir-8786	67	1	new	new	ADJ
spir-8786	67	2	 	 	SPACE
spir-8786	67	3	york	york	PROPN
spir-8786	67	4	:	:	PUNCT
spir-8786	67	5	 	 	SPACE
spir-8786	67	6	basic	basic	ADJ
spir-8786	67	7	 	 	SPACE
spir-8786	67	8	books	book	NOUN
spir-8786	67	9	.	.	PUNCT
spir-8786	67	10	  	  	SPACE
spir-8786	68	1	wellman	wellman	NOUN
spir-8786	68	2	,	,	PUNCT
spir-8786	68	3	 	 	SPACE
spir-8786	68	4	barry	barry	NOUN
spir-8786	68	5	,	,	PUNCT
spir-8786	68	6	 	 	SPACE
spir-8786	68	7	anabel	anabel	PROPN
spir-8786	68	8	 	 	SPACE
spir-8786	68	9	quan-­haase	quan-­haase	PROPN
spir-8786	68	10	,	,	PUNCT
spir-8786	68	11	 	 	SPACE
spir-8786	68	12	jeffrey	jeffrey	PROPN
spir-8786	68	13	 	 	SPACE
spir-8786	68	14	boase	boase	NOUN
spir-8786	68	15	,	,	PUNCT
spir-8786	68	16	 	 	SPACE
spir-8786	68	17	wenhong	wenhong	NOUN
spir-8786	68	18	 	 	SPACE
spir-8786	68	19	chen	chen	PROPN
spir-8786	68	20	,	,	PUNCT
spir-8786	68	21	 	 	SPACE
spir-8786	68	22	keith	keith	PROPN
spir-8786	68	23	 	 	SPACE
spir-8786	68	24	hampton	hampton	PROPN
spir-8786	68	25	,	,	PUNCT
spir-8786	68	26	  	  	SPACE
spir-8786	68	27	isabel	isabel	PROPN
spir-8786	68	28	 	 	SPACE
spir-8786	68	29	díaz	díaz	NOUN
spir-8786	68	30	,	,	PUNCT
spir-8786	68	31	 	 	SPACE
spir-8786	68	32	and	and	CCONJ
spir-8786	68	33	 	 	SPACE
spir-8786	68	34	kakuko	kakuko	PROPN
spir-8786	68	35	 	 	SPACE
spir-8786	68	36	miyata	miyata	PROPN
spir-8786	68	37	.	.	PUNCT
spir-8786	68	38	 	 	SPACE
spir-8786	68	39	2003	2003	NUM
spir-8786	68	40	.	.	PUNCT
spir-8786	68	41	 	 	SPACE
spir-8786	69	1	“	"	PUNCT
spir-8786	69	2	the	the	DET
spir-8786	69	3	 	 	SPACE
spir-8786	69	4	social	social	ADJ
spir-8786	69	5	 	 	SPACE
spir-8786	69	6	affordances	affordance	NOUN
spir-8786	69	7	 	 	SPACE
spir-8786	69	8	of	of	ADP
spir-8786	69	9	 	 	SPACE
spir-8786	69	10	the	the	DET
spir-8786	69	11	 	 	SPACE
spir-8786	69	12	internet	internet	NOUN
spir-8786	69	13	 	 	SPACE
spir-8786	69	14	for	for	ADP
spir-8786	69	15	  	  	SPACE
spir-8786	69	16	networked	networked	ADJ
spir-8786	69	17	 	 	SPACE
spir-8786	69	18	individualism	individualism	NOUN
spir-8786	69	19	.	.	PUNCT
spir-8786	69	20	”	"	PUNCT
spir-8786	69	21	 	 	SPACE
spir-8786	69	22	journal	journal	NOUN
spir-8786	69	23	 	 	SPACE
spir-8786	69	24	of	of	ADP
spir-8786	69	25	 	 	SPACE
spir-8786	69	26	computer-­mediated	computer-­mediate	VERB
spir-8786	69	27	 	 	SPACE
spir-8786	69	28	communication	communication	NOUN
spir-8786	69	29	 	 	SPACE
spir-8786	69	30	8	8	NUM
spir-8786	69	31	 	 	SPACE
spir-8786	69	32	(	(	PUNCT
spir-8786	69	33	3	3	NUM
spir-8786	69	34	)	)	PUNCT
spir-8786	69	35	.	.	PUNCT
spir-8786	69	36	          	          	SPACE
spir-8786	70	1	unobservable	unobservable	ADJ
spir-8786	70	2	 	 	SPACE
spir-8786	70	3	unfriending	unfriending	NOUN
spir-8786	70	4	:	:	PUNCT
spir-8786	70	5	 	 	SPACE
spir-8786	70	6	an	an	DET
spir-8786	70	7	 	 	SPACE
spir-8786	70	8	agnotological	agnotological	ADJ
spir-8786	70	9	 	 	SPACE
spir-8786	70	10	analysis	analysis	NOUN
spir-8786	70	11	  	  	SPACE
spir-8786	70	12	of	of	ADP
spir-8786	70	13	 	 	SPACE
spir-8786	70	14	apis	apis	PROPN
spir-8786	70	15	    	    	SPACE
spir-8786	70	16	nicholas	nicholas	PROPN
spir-8786	70	17	 	 	SPACE
spir-8786	70	18	a.	a.	PROPN
spir-8786	70	19	 	 	SPACE
spir-8786	70	20	john	john	PROPN
spir-8786	70	21	  	  	SPACE
spir-8786	70	22	department	department	PROPN
spir-8786	70	23	 	 	SPACE
spir-8786	70	24	of	of	ADP
spir-8786	70	25	 	 	SPACE
spir-8786	70	26	communication	communication	NOUN
spir-8786	70	27	,	,	PUNCT
spir-8786	70	28	 	 	SPACE
spir-8786	70	29	the	the	DET
spir-8786	70	30	 	 	SPACE
spir-8786	70	31	hebrew	hebrew	ADJ
spir-8786	70	32	 	 	SPACE
spir-8786	70	33	university	university	NOUN
spir-8786	70	34	 	 	SPACE
spir-8786	70	35	of	of	ADP
spir-8786	70	36	 	 	SPACE
spir-8786	70	37	jerusalem	jerusalem	PROPN
spir-8786	70	38	    	    	SPACE
spir-8786	70	39	asaf	asaf	PROPN
spir-8786	70	40	 	 	SPACE
spir-8786	70	41	nissenbaum	nissenbaum	PROPN
spir-8786	70	42	  	  	SPACE
spir-8786	70	43	department	department	NOUN
spir-8786	70	44	 	 	SPACE
spir-8786	70	45	of	of	ADP
spir-8786	70	46	 	 	SPACE
spir-8786	70	47	communication	communication	NOUN
spir-8786	70	48	,	,	PUNCT
spir-8786	70	49	 	 	SPACE
spir-8786	70	50	the	the	DET
spir-8786	70	51	 	 	SPACE
spir-8786	70	52	hebrew	hebrew	ADJ
spir-8786	70	53	 	 	SPACE
spir-8786	70	54	university	university	NOUN
spir-8786	70	55	 	 	SPACE
spir-8786	70	56	of	of	ADP
spir-8786	70	57	 	 	SPACE
spir-8786	70	58	jerusalem	jerusalem	PROPN
spir-8786	70	59	    	    	SPACE
spir-8786	70	60	this	this	DET
spir-8786	70	61	 	 	SPACE
spir-8786	70	62	research	research	NOUN
spir-8786	70	63	 	 	SPACE
spir-8786	70	64	examines	examine	VERB
spir-8786	70	65	 	 	SPACE
spir-8786	70	66	the	the	DET
spir-8786	70	67	 	 	SPACE
spir-8786	70	68	role	role	NOUN
spir-8786	70	69	 	 	SPACE
spir-8786	70	70	of	of	ADP
spir-8786	70	71	 	 	SPACE
spir-8786	70	72	application	application	NOUN
spir-8786	70	73	 	 	SPACE
spir-8786	70	74	program	program	NOUN
spir-8786	70	75	 	 	SPACE
spir-8786	70	76	interfaces	interface	NOUN
spir-8786	70	77	 	 	SPACE
spir-8786	70	78	(	(	PUNCT
spir-8786	70	79	apis	apis	PROPN
spir-8786	70	80	)	)	PUNCT
spir-8786	70	81	 	 	SPACE
spir-8786	70	82	in	in	ADP
spir-8786	70	83	 	 	SPACE
spir-8786	70	84	the	the	DET
spir-8786	70	85	  	  	SPACE
spir-8786	70	86	production	production	NOUN
spir-8786	70	87	 	 	SPACE
spir-8786	70	88	of	of	ADP
spir-8786	70	89	 	 	SPACE
spir-8786	70	90	knowledge	knowledge	NOUN
spir-8786	70	91	 	 	SPACE
spir-8786	70	92	based	base	VERB
spir-8786	70	93	 	 	SPACE
spir-8786	70	94	on	on	ADP
spir-8786	70	95	 	 	SPACE
spir-8786	70	96	use	use	NOUN
spir-8786	70	97	 	 	SPACE
spir-8786	70	98	of	of	ADP
spir-8786	70	99	 	 	SPACE
spir-8786	70	100	social	social	ADJ
spir-8786	70	101	 	 	SPACE
spir-8786	70	102	network	network	NOUN
spir-8786	70	103	 	 	SPACE
spir-8786	70	104	sites	site	NOUN
spir-8786	70	105	 	 	SPACE
spir-8786	70	106	(	(	PUNCT
spir-8786	70	107	snss	sns	NOUN
spir-8786	70	108	)	)	PUNCT
spir-8786	70	109	.	.	PUNCT
spir-8786	70	110	 	 	SPACE
spir-8786	71	1	taking	take	VERB
spir-8786	71	2	 	 	SPACE
spir-8786	71	3	its	its	PRON
spir-8786	71	4	 	 	SPACE
spir-8786	71	5	lead	lead	NOUN
spir-8786	71	6	  	  	SPACE
spir-8786	71	7	from	from	ADP
spir-8786	71	8	 	 	SPACE
spir-8786	71	9	scholars	scholar	NOUN
spir-8786	71	10	 	 	SPACE
spir-8786	71	11	of	of	ADP
spir-8786	71	12	 	 	SPACE
spir-8786	71	13	disconnectivity	disconnectivity	NOUN
spir-8786	71	14	 	 	SPACE
spir-8786	71	15	(	(	PUNCT
spir-8786	71	16	see	see	VERB
spir-8786	71	17	 	 	SPACE
spir-8786	71	18	esp	esp	NOUN
spir-8786	71	19	.	.	PUNCT
spir-8786	71	20	 	 	SPACE
spir-8786	72	1	karppi	karppi	PROPN
spir-8786	72	2	,	,	PUNCT
spir-8786	72	3	 	 	SPACE
spir-8786	72	4	2014;;	2014;;	NUM
spir-8786	72	5	 	 	SPACE
spir-8786	72	6	light	light	NOUN
spir-8786	72	7	,	,	PUNCT
spir-8786	72	8	 	 	SPACE
spir-8786	72	9	2014	2014	NUM
spir-8786	72	10	)	)	PUNCT
spir-8786	72	11	,	,	PUNCT
spir-8786	72	12	 	 	SPACE
spir-8786	72	13	this	this	DET
spir-8786	72	14	 	 	SPACE
spir-8786	72	15	study	study	NOUN
spir-8786	72	16	 	 	SPACE
spir-8786	72	17	shines	shine	VERB
spir-8786	72	18	 	 	SPACE
spir-8786	72	19	a	a	DET
spir-8786	72	20	  	  	SPACE
spir-8786	72	21	new	new	ADJ
spir-8786	72	22	 	 	SPACE
spir-8786	72	23	kind	kind	NOUN
spir-8786	72	24	 	 	SPACE
spir-8786	72	25	of	of	ADP
spir-8786	72	26	 	 	SPACE
spir-8786	72	27	critical	critical	ADJ
spir-8786	72	28	 	 	SPACE
spir-8786	72	29	light	light	NOUN
spir-8786	72	30	 	 	SPACE
spir-8786	72	31	on	on	ADP
spir-8786	72	32	 	 	SPACE
spir-8786	72	33	apis	apis	PROPN
spir-8786	72	34	.	.	PUNCT
spir-8786	72	35	 	 	SPACE
spir-8786	73	1	following	follow	VERB
spir-8786	73	2	 	 	SPACE
spir-8786	73	3	an	an	DET
spir-8786	73	4	 	 	SPACE
spir-8786	73	5	analysis	analysis	NOUN
spir-8786	73	6	 	 	SPACE
spir-8786	73	7	of	of	ADP
spir-8786	73	8	 	 	SPACE
spir-8786	73	9	api	api	NOUN
spir-8786	73	10	 	 	SPACE
spir-8786	73	11	documentation	documentation	NOUN
spir-8786	73	12	 	 	SPACE
spir-8786	73	13	for	for	ADP
spir-8786	73	14	 	 	SPACE
spir-8786	73	15	12	12	NUM
spir-8786	73	16	  	  	SPACE
spir-8786	73	17	snss	sns	NOUN
spir-8786	73	18	,	,	PUNCT
spir-8786	73	19	 	 	SPACE
spir-8786	73	20	we	we	PRON
spir-8786	73	21	 	 	SPACE
spir-8786	73	22	find	find	VERB
spir-8786	73	23	 	 	SPACE
spir-8786	73	24	that	that	SCONJ
spir-8786	73	25	 	 	SPACE
spir-8786	73	26	data	datum	NOUN
spir-8786	73	27	 	 	SPACE
spir-8786	73	28	related	relate	VERB
spir-8786	73	29	 	 	SPACE
spir-8786	73	30	to	to	ADP
spir-8786	73	31	 	 	SPACE
spir-8786	73	32	disconnectivity	disconnectivity	NOUN
spir-8786	73	33	 	 	SPACE
spir-8786	73	34	(	(	PUNCT
spir-8786	73	35	unfriending	unfriending	ADJ
spir-8786	73	36	,	,	PUNCT
spir-8786	73	37	 	 	SPACE
spir-8786	73	38	unfollowing	unfollowing	ADJ
spir-8786	73	39	,	,	PUNCT
spir-8786	73	40	 	 	SPACE
spir-8786	73	41	etc	etc	X
spir-8786	73	42	.	.	X
spir-8786	73	43	)	)	PUNCT
spir-8786	73	44	 	 	SPACE
spir-8786	73	45	are	be	AUX
spir-8786	73	46	  	  	SPACE
spir-8786	73	47	unattainable	unattainable	ADJ
spir-8786	73	48	 	 	SPACE
spir-8786	73	49	to	to	ADP
spir-8786	73	50	 	 	SPACE
spir-8786	73	51	researchers	researcher	NOUN
spir-8786	73	52	.	.	PUNCT
spir-8786	73	53	 	 	SPACE
spir-8786	74	1	we	we	PRON
spir-8786	74	2	 	 	SPACE
spir-8786	74	3	argue	argue	VERB
spir-8786	74	4	 	 	SPACE
spir-8786	74	5	that	that	SCONJ
spir-8786	74	6	 	 	SPACE
spir-8786	74	7	this	this	PRON
spir-8786	74	8	 	 	SPACE
spir-8786	74	9	is	be	AUX
spir-8786	74	10	 	 	SPACE
spir-8786	74	11	a	a	DET
spir-8786	74	12	 	 	SPACE
spir-8786	74	13	function	function	NOUN
spir-8786	74	14	 	 	SPACE
spir-8786	74	15	of	of	ADP
spir-8786	74	16	 	 	SPACE
spir-8786	74	17	a	a	DET
spir-8786	74	18	 	 	SPACE
spir-8786	74	19	culture	culture	NOUN
spir-8786	74	20	 	 	SPACE
spir-8786	74	21	of	of	ADP
spir-8786	74	22	 	 	SPACE
spir-8786	74	23	connectivity	connectivity	NOUN
spir-8786	74	24	  	  	SPACE
spir-8786	74	25	and	and	CCONJ
spir-8786	74	26	 	 	SPACE
spir-8786	74	27	positivity	positivity	NOUN
spir-8786	74	28	 	 	SPACE
spir-8786	74	29	that	that	PRON
spir-8786	74	30	 	 	SPACE
spir-8786	74	31	reflects	reflect	VERB
spir-8786	74	32	 	 	SPACE
spir-8786	74	33	the	the	DET
spir-8786	74	34	 	 	SPACE
spir-8786	74	35	commercial	commercial	ADJ
spir-8786	74	36	 	 	SPACE
spir-8786	74	37	interests	interest	NOUN
spir-8786	74	38	 	 	SPACE
spir-8786	74	39	of	of	ADP
spir-8786	74	40	 	 	SPACE
spir-8786	74	41	snss	sns	NOUN
spir-8786	74	42	 	 	SPACE
spir-8786	74	43	and	and	CCONJ
spir-8786	74	44	 	 	SPACE
spir-8786	74	45	marketers	marketer	NOUN
spir-8786	74	46	.	.	PUNCT
spir-8786	74	47	      	      	SPACE
spir-8786	74	48	big	big	ADJ
spir-8786	74	49	 	 	SPACE
spir-8786	74	50	data	datum	NOUN
spir-8786	74	51	 	 	SPACE
spir-8786	74	52	and	and	CCONJ
spir-8786	74	53	 	 	SPACE
spir-8786	74	54	its	its	PRON
spir-8786	74	55	 	 	SPACE
spir-8786	74	56	associated	associate	VERB
spir-8786	74	57	 	 	SPACE
spir-8786	74	58	research	research	NOUN
spir-8786	74	59	 	 	SPACE
spir-8786	74	60	practices	practice	NOUN
spir-8786	74	61	 	 	SPACE
spir-8786	74	62	have	have	AUX
spir-8786	74	63	 	 	SPACE
spir-8786	74	64	been	be	AUX
spir-8786	74	65	 	 	SPACE
spir-8786	74	66	under	under	ADP
spir-8786	74	67	 	 	SPACE
spir-8786	74	68	scrutiny	scrutiny	NOUN
spir-8786	74	69	 	 	SPACE
spir-8786	74	70	right	right	NOUN
spir-8786	74	71	 	 	SPACE
spir-8786	74	72	from	from	ADP
spir-8786	74	73	 	 	SPACE
spir-8786	74	74	the	the	DET
spir-8786	74	75	  	  	SPACE
spir-8786	74	76	off	off	ADP
spir-8786	74	77	 	 	SPACE
spir-8786	74	78	(	(	PUNCT
spir-8786	74	79	e.g.	e.g.	ADV
spir-8786	74	80	 	 	SPACE
spir-8786	74	81	bodle	bodle	VERB
spir-8786	74	82	,	,	PUNCT
spir-8786	74	83	 	 	SPACE
spir-8786	74	84	2011;;	2011;;	NUM
spir-8786	74	85	 	 	SPACE
spir-8786	74	86	bucher	bucher	NOUN
spir-8786	74	87	,	,	PUNCT
spir-8786	74	88	 	 	SPACE
spir-8786	74	89	2013	2013	NUM
spir-8786	74	90	)	)	PUNCT
spir-8786	74	91	.	.	PUNCT
spir-8786	74	92	 	 	SPACE
spir-8786	75	1	one	one	NUM
spir-8786	75	2	 	 	SPACE
spir-8786	75	3	problem	problem	NOUN
spir-8786	75	4	 	 	SPACE
spir-8786	75	5	is	be	AUX
spir-8786	75	6	 	 	SPACE
spir-8786	75	7	posed	pose	VERB
spir-8786	75	8	 	 	SPACE
spir-8786	75	9	by	by	ADP
spir-8786	75	10	 	 	SPACE
spir-8786	75	11	what	what	PRON
spir-8786	75	12	 	 	SPACE
spir-8786	75	13	burgess	burgess	NOUN
spir-8786	75	14	 	 	SPACE
spir-8786	75	15	and	and	CCONJ
spir-8786	75	16	 	 	SPACE
spir-8786	75	17	bruns	brun	NOUN
spir-8786	75	18	  	  	SPACE
spir-8786	75	19	(	(	PUNCT
spir-8786	75	20	2015	2015	NUM
spir-8786	75	21	)	)	PUNCT
spir-8786	75	22	 	 	SPACE
spir-8786	75	23	call	call	VERB
spir-8786	75	24	 	 	SPACE
spir-8786	75	25	‘	'	PUNCT
spir-8786	75	26	regimes	regime	NOUN
spir-8786	75	27	 	 	SPACE
spir-8786	75	28	of	of	ADP
spir-8786	75	29	 	 	SPACE
spir-8786	75	30	access	access	NOUN
spir-8786	75	31	’	'	PUNCT
spir-8786	75	32	,	,	PUNCT
spir-8786	75	33	 	 	SPACE
spir-8786	75	34	referring	refer	VERB
spir-8786	75	35	 	 	SPACE
spir-8786	75	36	to	to	ADP
spir-8786	75	37	 	 	SPACE
spir-8786	75	38	scholars	scholar	NOUN
spir-8786	75	39	’	'	PUNCT
spir-8786	75	40	 	 	SPACE
spir-8786	75	41	differential	differential	VERB
spir-8786	75	42	 	 	SPACE
spir-8786	75	43	access	access	NOUN
spir-8786	75	44	 	 	SPACE
spir-8786	75	45	to	to	PART
spir-8786	75	46	 	 	SPACE
spir-8786	75	47	twitter	twitter	VERB
spir-8786	75	48	 	 	SPACE
spir-8786	75	49	data	datum	NOUN
spir-8786	75	50	  	  	SPACE
spir-8786	75	51	(	(	PUNCT
spir-8786	75	52	and	and	CCONJ
spir-8786	75	53	 	 	SPACE
spir-8786	75	54	other	other	ADJ
spir-8786	75	55	 	 	SPACE
spir-8786	75	56	social	social	ADJ
spir-8786	75	57	 	 	SPACE
spir-8786	75	58	media	medium	NOUN
spir-8786	75	59	)	)	PUNCT
spir-8786	75	60	.	.	PUNCT
spir-8786	75	61	 	 	SPACE
spir-8786	76	1	because	because	SCONJ
spir-8786	76	2	 	 	SPACE
spir-8786	76	3	of	of	ADP
spir-8786	76	4	 	 	SPACE
spir-8786	76	5	this	this	PRON
spir-8786	76	6	,	,	PUNCT
spir-8786	76	7	 	 	SPACE
spir-8786	76	8	most	most	ADJ
spir-8786	76	9	 	 	SPACE
spir-8786	76	10	research	research	NOUN
spir-8786	76	11	 	 	SPACE
spir-8786	76	12	is	be	AUX
spir-8786	76	13	 	 	SPACE
spir-8786	76	14	either	either	CCONJ
spir-8786	76	15	 	 	SPACE
spir-8786	76	16	based	base	VERB
spir-8786	76	17	 	 	SPACE
spir-8786	76	18	on	on	ADP
spir-8786	76	19	 	 	SPACE
spir-8786	76	20	hashtags	hashtag	NOUN
spir-8786	76	21	  	  	SPACE
spir-8786	76	22	(	(	PUNCT
spir-8786	76	23	which	which	PRON
spir-8786	76	24	 	 	SPACE
spir-8786	76	25	entails	entail	VERB
spir-8786	76	26	 	 	SPACE
spir-8786	76	27	missing	miss	VERB
spir-8786	76	28	 	 	SPACE
spir-8786	76	29	out	out	ADP
spir-8786	76	30	 	 	SPACE
spir-8786	76	31	on	on	ADP
spir-8786	76	32	 	 	SPACE
spir-8786	76	33	broader	broad	ADJ
spir-8786	76	34	 	 	SPACE
spir-8786	76	35	context	context	NOUN
spir-8786	76	36	)	)	PUNCT
spir-8786	76	37	,	,	PUNCT
spir-8786	76	38	 	 	SPACE
spir-8786	76	39	or	or	CCONJ
spir-8786	76	40	 	 	SPACE
spir-8786	76	41	is	be	AUX
spir-8786	76	42	 	 	SPACE
spir-8786	76	43	limited	limited	ADJ
spir-8786	76	44	 	 	SPACE
spir-8786	76	45	to	to	ADP
spir-8786	76	46	 	 	SPACE
spir-8786	76	47	1	1	NUM
spir-8786	76	48	%	%	NOUN
spir-8786	76	49	 	 	SPACE
spir-8786	76	50	of	of	ADP
spir-8786	76	51	 	 	SPACE
spir-8786	76	52	the	the	DET
spir-8786	76	53	 	 	SPACE
spir-8786	76	54	twitter	twitter	NOUN
spir-8786	76	55	 	 	SPACE
spir-8786	76	56	stream	stream	NOUN
spir-8786	76	57	  	  	SPACE
spir-8786	76	58	in	in	ADP
spir-8786	76	59	 	 	SPACE
spir-8786	76	60	a	a	DET
spir-8786	76	61	 	 	SPACE
spir-8786	76	62	fashion	fashion	NOUN
spir-8786	76	63	 	 	SPACE
spir-8786	76	64	that	that	PRON
spir-8786	76	65	 	 	SPACE
spir-8786	76	66	raises	raise	VERB
spir-8786	76	67	 	 	SPACE
spir-8786	76	68	questions	question	NOUN
spir-8786	76	69	 	 	SPACE
spir-8786	76	70	about	about	ADP
spir-8786	76	71	 	 	SPACE
spir-8786	76	72	the	the	DET
spir-8786	76	73	 	 	SPACE
spir-8786	76	74	validity	validity	NOUN
spir-8786	76	75	 	 	SPACE
spir-8786	76	76	and	and	CCONJ
spir-8786	76	77	 	 	SPACE
spir-8786	76	78	representativeness	representativenes	VERB
spir-8786	76	79	 	 	SPACE
spir-8786	76	80	of	of	ADP
spir-8786	76	81	 	 	SPACE
spir-8786	76	82	the	the	DET
spir-8786	76	83	 	 	SPACE
spir-8786	76	84	data	datum	NOUN
spir-8786	76	85	.	.	PUNCT
spir-8786	76	86	  	  	SPACE
spir-8786	76	87	in	in	ADP
spir-8786	76	88	 	 	SPACE
spir-8786	76	89	addition	addition	NOUN
spir-8786	76	90	,	,	PUNCT
spir-8786	76	91	 	 	SPACE
spir-8786	76	92	precise	precise	ADJ
spir-8786	76	93	 	 	SPACE
spir-8786	76	94	modes	mode	NOUN
spir-8786	76	95	 	 	SPACE
spir-8786	76	96	of	of	ADP
spir-8786	76	97	 	 	SPACE
spir-8786	76	98	data	datum	NOUN
spir-8786	76	99	 	 	SPACE
spir-8786	76	100	collection	collection	NOUN
spir-8786	76	101	 	 	SPACE
spir-8786	76	102	and	and	CCONJ
spir-8786	76	103	 	 	SPACE
spir-8786	76	104	analysis	analysis	NOUN
spir-8786	76	105	 	 	SPACE
spir-8786	76	106	tend	tend	VERB
spir-8786	76	107	 	 	SPACE
spir-8786	76	108	to	to	PART
spir-8786	76	109	 	 	SPACE
spir-8786	76	110	remain	remain	VERB
spir-8786	76	111	 	 	SPACE
spir-8786	76	112	opaque	opaque	ADJ
spir-8786	76	113	,	,	PUNCT
spir-8786	76	114	  	  	SPACE
spir-8786	76	115	making	make	VERB
spir-8786	76	116	 	 	SPACE
spir-8786	76	117	replicability	replicability	NOUN
spir-8786	76	118	 	 	SPACE
spir-8786	76	119	almost	almost	ADV
spir-8786	76	120	 	 	SPACE
spir-8786	76	121	impossible	impossible	ADJ
spir-8786	76	122	 	 	SPACE
spir-8786	76	123	(	(	PUNCT
spir-8786	76	124	bruns	brun	NOUN
spir-8786	76	125	,	,	PUNCT
spir-8786	76	126	 	 	SPACE
spir-8786	76	127	2013;;	2013;;	NUM
spir-8786	76	128	 	 	SPACE
spir-8786	76	129	bruns	brun	NOUN
spir-8786	76	130	 	 	SPACE
spir-8786	76	131	&	&	CCONJ
spir-8786	76	132	 	 	SPACE
spir-8786	76	133	burgess	burgess	NOUN
spir-8786	76	134	,	,	PUNCT
spir-8786	76	135	 	 	SPACE
spir-8786	76	136	2016	2016	NUM
spir-8786	76	137	)	)	PUNCT
spir-8786	76	138	.	.	PUNCT
spir-8786	76	139	      	      	SPACE
spir-8786	77	1	apis	apis	PROPN
spir-8786	77	2	 	 	SPACE
spir-8786	77	3	are	be	AUX
spir-8786	77	4	 	 	SPACE
spir-8786	77	5	a	a	DET
spir-8786	77	6	 	 	SPACE
spir-8786	77	7	key	key	ADJ
spir-8786	77	8	 	 	SPACE
spir-8786	77	9	feature	feature	NOUN
spir-8786	77	10	 	 	SPACE
spir-8786	77	11	of	of	ADP
spir-8786	77	12	 	 	SPACE
spir-8786	77	13	big	big	ADJ
spir-8786	77	14	 	 	SPACE
spir-8786	77	15	social	social	ADJ
spir-8786	77	16	 	 	SPACE
spir-8786	77	17	data	datum	NOUN
spir-8786	77	18	 	 	SPACE
spir-8786	77	19	research	research	NOUN
spir-8786	77	20	,	,	PUNCT
spir-8786	77	21	 	 	SPACE
spir-8786	77	22	as	as	SCONJ
spir-8786	77	23	 	 	SPACE
spir-8786	77	24	it	it	PRON
spir-8786	77	25	 	 	SPACE
spir-8786	77	26	is	be	AUX
spir-8786	77	27	 	 	SPACE
spir-8786	77	28	through	through	ADP
spir-8786	77	29	 	 	SPACE
spir-8786	77	30	them	they	PRON
spir-8786	77	31	 	 	SPACE
spir-8786	77	32	that	that	SCONJ
spir-8786	77	33	 	 	SPACE
spir-8786	77	34	researchers	researcher	NOUN
spir-8786	77	35	  	  	SPACE
spir-8786	77	36	often	often	ADV
spir-8786	77	37	 	 	SPACE
spir-8786	77	38	collect	collect	VERB
spir-8786	77	39	 	 	SPACE
spir-8786	77	40	their	their	PRON
spir-8786	77	41	 	 	SPACE
spir-8786	77	42	data	datum	NOUN
spir-8786	77	43	 	 	SPACE
spir-8786	77	44	in	in	ADP
spir-8786	77	45	 	 	SPACE
spir-8786	77	46	the	the	DET
spir-8786	77	47	 	 	SPACE
spir-8786	77	48	first	first	ADJ
spir-8786	77	49	 	 	SPACE
spir-8786	77	50	place	place	NOUN
spir-8786	77	51	.	.	PUNCT
spir-8786	77	52	 	 	SPACE
spir-8786	78	1	bruns	brun	NOUN
spir-8786	78	2	,	,	PUNCT
spir-8786	78	3	 	 	SPACE
spir-8786	78	4	burgess	burgess	NOUN
spir-8786	78	5	 	 	SPACE
spir-8786	78	6	and	and	CCONJ
spir-8786	78	7	 	 	SPACE
spir-8786	78	8	others	other	NOUN
spir-8786	78	9	 	 	SPACE
spir-8786	78	10	acknowledge	acknowledge	VERB
spir-8786	78	11	 	 	SPACE
spir-8786	78	12	the	the	DET
spir-8786	78	13	  	  	SPACE
spir-8786	78	14	lack	lack	NOUN
spir-8786	78	15	 	 	SPACE
spir-8786	78	16	of	of	ADP
spir-8786	78	17	 	 	SPACE
spir-8786	78	18	researchers	researcher	NOUN
spir-8786	78	19	’	'	PUNCT
spir-8786	78	20	 	 	SPACE
spir-8786	78	21	control	control	NOUN
spir-8786	78	22	 	 	SPACE
spir-8786	78	23	over	over	ADP
spir-8786	78	24	 	 	SPACE
spir-8786	78	25	the	the	DET
spir-8786	78	26	 	 	SPACE
spir-8786	78	27	apis	apis	PROPN
spir-8786	78	28	 	 	SPACE
spir-8786	78	29	they	they	PRON
spir-8786	78	30	 	 	SPACE
spir-8786	78	31	use	use	VERB
spir-8786	78	32	 	 	SPACE
spir-8786	78	33	to	to	PART
spir-8786	78	34	 	 	SPACE
spir-8786	78	35	collect	collect	VERB
spir-8786	78	36	 	 	SPACE
spir-8786	78	37	data	datum	NOUN
spir-8786	78	38	,	,	PUNCT
spir-8786	78	39	 	 	SPACE
spir-8786	78	40	and	and	CCONJ
spir-8786	78	41	 	 	SPACE
spir-8786	78	42	the	the	DET
spir-8786	78	43	 	 	SPACE
spir-8786	78	44	fact	fact	NOUN
spir-8786	78	45	 	 	SPACE
spir-8786	78	46	that	that	SCONJ
spir-8786	78	47	 	 	SPACE
spir-8786	78	48	they	they	PRON
spir-8786	78	49	  	  	SPACE
spir-8786	78	50	are	be	AUX
spir-8786	78	51	 	 	SPACE
spir-8786	78	52	rarely	rarely	ADV
spir-8786	78	53	 	 	SPACE
spir-8786	78	54	unrestricted	unrestricted	ADJ
spir-8786	78	55	 	 	SPACE
spir-8786	78	56	(	(	PUNCT
spir-8786	78	57	bruns	bruns	PROPN
spir-8786	78	58	 	 	SPACE
spir-8786	78	59	&	&	CCONJ
spir-8786	78	60	 	 	SPACE
spir-8786	78	61	burgess	burgess	NOUN
spir-8786	78	62	,	,	PUNCT
spir-8786	78	63	 	 	SPACE
spir-8786	78	64	2016	2016	NUM
spir-8786	78	65	)	)	PUNCT
spir-8786	78	66	.	.	PUNCT
spir-8786	78	67	 	 	SPACE
spir-8786	79	1	it	it	PRON
spir-8786	79	2	 	 	SPACE
spir-8786	79	3	has	have	AUX
spir-8786	79	4	 	 	SPACE
spir-8786	79	5	also	also	ADV
spir-8786	79	6	 	 	SPACE
spir-8786	79	7	been	be	AUX
spir-8786	79	8	 	 	SPACE
spir-8786	79	9	noted	note	VERB
spir-8786	79	10	 	 	SPACE
spir-8786	79	11	that	that	SCONJ
spir-8786	79	12	 	 	SPACE
spir-8786	79	13	the	the	DET
spir-8786	79	14	 	 	SPACE
spir-8786	79	15	way	way	NOUN
spir-8786	79	16	  	  	SPACE
spir-8786	79	17	apis	apis	PROPN
spir-8786	79	18	 	 	SPACE
spir-8786	79	19	are	be	AUX
spir-8786	79	20	 	 	SPACE
spir-8786	79	21	shaped	shape	VERB
spir-8786	79	22	 	 	SPACE
spir-8786	79	23	favors	favor	VERB
spir-8786	79	24	 	 	SPACE
spir-8786	79	25	certain	certain	ADJ
spir-8786	79	26	 	 	SPACE
spir-8786	79	27	methodological	methodological	ADJ
spir-8786	79	28	 	 	SPACE
spir-8786	79	29	choices	choice	NOUN
spir-8786	79	30	.	.	PUNCT
spir-8786	79	31	 	 	SPACE
spir-8786	80	1	for	for	ADP
spir-8786	80	2	 	 	SPACE
spir-8786	80	3	instance	instance	NOUN
spir-8786	80	4	,	,	PUNCT
spir-8786	80	5	 	 	SPACE
spir-8786	80	6	since	since	SCONJ
spir-8786	80	7	 	 	SPACE
spir-8786	80	8	much	much	ADJ
spir-8786	80	9	 	 	SPACE
spir-8786	80	10	of	of	ADP
spir-8786	80	11	 	 	SPACE
spir-8786	80	12	the	the	DET
spir-8786	80	13	  	  	SPACE
spir-8786	80	14	data	datum	NOUN
spir-8786	80	15	 	 	SPACE
spir-8786	80	16	available	available	ADJ
spir-8786	80	17	 	 	SPACE
spir-8786	80	18	do	do	AUX
spir-8786	80	19	 	 	SPACE
spir-8786	80	20	not	not	PART
spir-8786	80	21	 	 	SPACE
spir-8786	80	22	allow	allow	VERB
spir-8786	80	23	 	 	SPACE
spir-8786	80	24	for	for	ADP
spir-8786	80	25	 	 	SPACE
spir-8786	80	26	archival	archival	VERB
spir-8786	80	27	 	 	SPACE
spir-8786	80	28	browsing	browse	VERB
spir-8786	80	29	,	,	PUNCT
spir-8786	80	30	 	 	SPACE
spir-8786	80	31	researchers	researcher	NOUN
spir-8786	80	32	 	 	SPACE
spir-8786	80	33	focus	focus	VERB
spir-8786	80	34	 	 	SPACE
spir-8786	80	35	on	on	ADP
spir-8786	80	36	 	 	SPACE
spir-8786	80	37	the	the	DET
spir-8786	80	38	 	 	SPACE
spir-8786	80	39	present	present	NOUN
spir-8786	80	40	 	 	SPACE
spir-8786	80	41	or	or	CCONJ
spir-8786	80	42	  	  	SPACE
spir-8786	80	43	the	the	DET
spir-8786	80	44	 	 	SPACE
spir-8786	80	45	recent	recent	ADJ
spir-8786	80	46	 	 	SPACE
spir-8786	80	47	past	past	NOUN
spir-8786	80	48	 	 	SPACE
spir-8786	80	49	(	(	PUNCT
spir-8786	80	50	boyd	boyd	PROPN
spir-8786	80	51	 	 	SPACE
spir-8786	80	52	&	&	CCONJ
spir-8786	80	53	 	 	SPACE
spir-8786	80	54	crawford	crawford	PROPN
spir-8786	80	55	,	,	PUNCT
spir-8786	80	56	 	 	SPACE
spir-8786	80	57	2012	2012	NUM
spir-8786	80	58	)	)	PUNCT
spir-8786	80	59	.	.	PUNCT
spir-8786	80	60	 	 	SPACE
spir-8786	81	1	yet	yet	ADV
spir-8786	81	2	 	 	SPACE
spir-8786	81	3	another	another	DET
spir-8786	81	4	 	 	SPACE
spir-8786	81	5	example	example	NOUN
spir-8786	81	6	 	 	SPACE
spir-8786	81	7	are	be	AUX
spir-8786	81	8	 	 	SPACE
spir-8786	81	9	the	the	DET
spir-8786	81	10	 	 	SPACE
spir-8786	81	11	interactions	interaction	NOUN
spir-8786	81	12	  	  	SPACE
spir-8786	81	13	snss	sns	NOUN
spir-8786	81	14	 	 	SPACE
spir-8786	81	15	include	include	VERB
spir-8786	81	16	,	,	PUNCT
spir-8786	81	17	 	 	SPACE
spir-8786	81	18	which	which	PRON
spir-8786	81	19	 	 	SPACE
spir-8786	81	20	are	be	AUX
spir-8786	81	21	 	 	SPACE
spir-8786	81	22	mostly	mostly	ADV
spir-8786	81	23	 	 	SPACE
spir-8786	81	24	positive	positive	ADJ
spir-8786	81	25	 	 	SPACE
spir-8786	81	26	and	and	CCONJ
spir-8786	81	27	 	 	SPACE
spir-8786	81	28	approving	approve	VERB
spir-8786	81	29	 	 	SPACE
spir-8786	81	30	(	(	PUNCT
spir-8786	81	31	baym	baym	PROPN
spir-8786	81	32	,	,	PUNCT
spir-8786	81	33	 	 	SPACE
spir-8786	81	34	2013;;	2013;;	NUM
spir-8786	81	35	 	 	SPACE
spir-8786	81	36	gerlitz	gerlitz	NOUN
spir-8786	81	37	 	 	SPACE
spir-8786	81	38	&	&	CCONJ
spir-8786	81	39	  	  	SPACE
spir-8786	81	40	helmond	helmond	NOUN
spir-8786	81	41	,	,	PUNCT
spir-8786	81	42	 	 	SPACE
spir-8786	81	43	2013	2013	NUM
spir-8786	81	44	)	)	PUNCT
spir-8786	81	45	.	.	PUNCT
spir-8786	81	46	      	      	SPACE
spir-8786	82	1	so	so	ADV
spir-8786	82	2	 	 	SPACE
spir-8786	82	3	far	far	ADV
spir-8786	82	4	,	,	PUNCT
spir-8786	82	5	 	 	SPACE
spir-8786	82	6	however	however	ADV
spir-8786	82	7	,	,	PUNCT
spir-8786	82	8	 	 	SPACE
spir-8786	82	9	the	the	DET
spir-8786	82	10	 	 	SPACE
spir-8786	82	11	critical	critical	ADJ
spir-8786	82	12	 	 	SPACE
spir-8786	82	13	literature	literature	NOUN
spir-8786	82	14	 	 	SPACE
spir-8786	82	15	on	on	ADP
spir-8786	82	16	 	 	SPACE
spir-8786	82	17	apis	apis	PROPN
spir-8786	82	18	 	 	SPACE
spir-8786	82	19	has	have	AUX
spir-8786	82	20	 	 	SPACE
spir-8786	82	21	paid	pay	VERB
spir-8786	82	22	 	 	SPACE
spir-8786	82	23	insufficient	insufficient	ADJ
spir-8786	82	24	 	 	SPACE
spir-8786	82	25	attention	attention	NOUN
spir-8786	82	26	 	 	SPACE
spir-8786	82	27	to	to	ADP
spir-8786	82	28	 	 	SPACE
spir-8786	82	29	a	a	DET
spir-8786	82	30	 	 	SPACE
spir-8786	82	31	large	large	ADJ
spir-8786	82	32	  	  	SPACE
spir-8786	82	33	blind	blind	ADJ
spir-8786	82	34	 	 	SPACE
spir-8786	82	35	spot	spot	NOUN
spir-8786	82	36	 	 	SPACE
spir-8786	82	37	in	in	ADP
spir-8786	82	38	 	 	SPACE
spir-8786	82	39	big	big	ADJ
spir-8786	82	40	 	 	SPACE
spir-8786	82	41	data	datum	NOUN
spir-8786	82	42	 	 	SPACE
spir-8786	82	43	collection	collection	NOUN
spir-8786	82	44	:	:	PUNCT
spir-8786	82	45	 	 	SPACE
spir-8786	82	46	disconnectivity	disconnectivity	NOUN
spir-8786	82	47	.	.	PUNCT
spir-8786	82	48	 	 	SPACE
spir-8786	83	1	we	we	PRON
spir-8786	83	2	 	 	SPACE
spir-8786	83	3	make	make	VERB
spir-8786	83	4	 	 	SPACE
spir-8786	83	5	two	two	NUM
spir-8786	83	6	 	 	SPACE
spir-8786	83	7	claims	claim	NOUN
spir-8786	83	8	 	 	SPACE
spir-8786	83	9	in	in	ADP
spir-8786	83	10	 	 	SPACE
spir-8786	83	11	this	this	DET
spir-8786	83	12	 	 	SPACE
spir-8786	83	13	regard	regard	NOUN
spir-8786	83	14	:	:	PUNCT
spir-8786	83	15	 	 	SPACE
spir-8786	83	16	(	(	PUNCT
spir-8786	83	17	1	1	X
spir-8786	83	18	)	)	PUNCT
spir-8786	83	19	  	  	SPACE
spir-8786	83	20	snss	sns	NOUN
spir-8786	83	21	 	 	SPACE
spir-8786	83	22	are	be	AUX
spir-8786	83	23	 	 	SPACE
spir-8786	83	24	purposely	purposely	ADV
spir-8786	83	25	 	 	SPACE
spir-8786	83	26	selective	selective	ADJ
spir-8786	83	27	 	 	SPACE
spir-8786	83	28	in	in	ADP
spir-8786	83	29	 	 	SPACE
spir-8786	83	30	the	the	DET
spir-8786	83	31	 	 	SPACE
spir-8786	83	32	information	information	NOUN
spir-8786	83	33	 	 	SPACE
spir-8786	83	34	they	they	PRON
spir-8786	83	35	 	 	SPACE
spir-8786	83	36	make	make	VERB
spir-8786	83	37	 	 	SPACE
spir-8786	83	38	accessible	accessible	ADJ
spir-8786	83	39	 	 	SPACE
spir-8786	83	40	through	through	ADP
spir-8786	83	41	 	 	SPACE
spir-8786	83	42	their	their	PRON
spir-8786	83	43	  	  	SPACE
spir-8786	83	44	apis;;	apis;;	NOUN
spir-8786	83	45	 	 	SPACE
spir-8786	83	46	and	and	CCONJ
spir-8786	83	47	 	 	SPACE
spir-8786	83	48	(	(	PUNCT
spir-8786	83	49	2	2	NUM
spir-8786	83	50	)	)	PUNCT
spir-8786	83	51	 	 	SPACE
spir-8786	83	52	they	they	PRON
spir-8786	83	53	 	 	SPACE
spir-8786	83	54	are	be	AUX
spir-8786	83	55	 	 	SPACE
spir-8786	83	56	biased	biased	ADJ
spir-8786	83	57	 	 	SPACE
spir-8786	83	58	towards	towards	ADP
spir-8786	83	59	 	 	SPACE
spir-8786	83	60	connectivity	connectivity	NOUN
spir-8786	83	61	,	,	PUNCT
spir-8786	83	62	 	 	SPACE
spir-8786	83	63	and	and	CCONJ
spir-8786	83	64	 	 	SPACE
spir-8786	83	65	against	against	ADP
spir-8786	83	66	 	 	SPACE
spir-8786	83	67	disconnectivity	disconnectivity	NOUN
spir-8786	83	68	.	.	PUNCT
spir-8786	83	69	 	 	SPACE
spir-8786	83	70	to	to	PART
spir-8786	83	71	  	  	SPACE
spir-8786	83	72	explore	explore	VERB
spir-8786	83	73	 	 	SPACE
spir-8786	83	74	these	these	DET
spir-8786	83	75	 	 	SPACE
spir-8786	83	76	claims	claim	NOUN
spir-8786	83	77	,	,	PUNCT
spir-8786	83	78	 	 	SPACE
spir-8786	83	79	we	we	PRON
spir-8786	83	80	 	 	SPACE
spir-8786	83	81	analyzed	analyze	VERB
spir-8786	83	82	 	 	SPACE
spir-8786	83	83	the	the	DET
spir-8786	83	84	 	 	SPACE
spir-8786	83	85	apis	apis	PROPN
spir-8786	83	86	 	 	SPACE
spir-8786	83	87	of	of	ADP
spir-8786	83	88	 	 	SPACE
spir-8786	83	89	12	12	NUM
spir-8786	83	90	 	 	SPACE
spir-8786	83	91	snss	sns	NOUN
spir-8786	83	92	 	 	SPACE
spir-8786	83	93	to	to	PART
spir-8786	83	94	 	 	SPACE
spir-8786	83	95	see	see	VERB
spir-8786	83	96	 	 	SPACE
spir-8786	83	97	what	what	PRON
spir-8786	83	98	 	 	SPACE
spir-8786	83	99	information	information	NOUN
spir-8786	83	100	 	 	SPACE
spir-8786	83	101	they	they	PRON
spir-8786	83	102	  	  	SPACE
spir-8786	83	103	enable	enable	VERB
spir-8786	83	104	 	 	SPACE
spir-8786	83	105	users	user	NOUN
spir-8786	83	106	 	 	SPACE
spir-8786	83	107	to	to	PART
spir-8786	83	108	 	 	SPACE
spir-8786	83	109	glean	glean	VERB
spir-8786	83	110	.	.	PUNCT
spir-8786	83	111	 	 	SPACE
spir-8786	84	1	the	the	DET
spir-8786	84	2	 	 	SPACE
spir-8786	84	3	snss	sns	NOUN
spir-8786	84	4	 	 	SPACE
spir-8786	84	5	were	be	AUX
spir-8786	84	6	 	 	SPACE
spir-8786	84	7	selected	select	VERB
spir-8786	84	8	 	 	SPACE
spir-8786	84	9	by	by	ADP
spir-8786	84	10	 	 	SPACE
spir-8786	84	11	triangulating	triangulate	VERB
spir-8786	84	12	 	 	SPACE
spir-8786	84	13	sources	source	NOUN
spir-8786	84	14	 	 	SPACE
spir-8786	84	15	(	(	PUNCT
spir-8786	84	16	alexa	alexa	PROPN
spir-8786	84	17	,	,	PUNCT
spir-8786	84	18	  	  	SPACE
spir-8786	84	19	wikipedia	wikipedia	PROPN
spir-8786	84	20	 	 	SPACE
spir-8786	84	21	and	and	CCONJ
spir-8786	84	22	 	 	SPACE
spir-8786	84	23	also	also	ADV
spir-8786	84	24	 	 	SPACE
spir-8786	84	25	web	web	NOUN
spir-8786	84	26	 	 	SPACE
spir-8786	84	27	of	of	ADP
spir-8786	84	28	 	 	SPACE
spir-8786	84	29	science	science	NOUN
spir-8786	84	30	)	)	PUNCT
spir-8786	84	31	 	 	SPACE
spir-8786	84	32	to	to	PART
spir-8786	84	33	 	 	SPACE
spir-8786	84	34	establish	establish	VERB
spir-8786	84	35	 	 	SPACE
spir-8786	84	36	which	which	PRON
spir-8786	84	37	 	 	SPACE
spir-8786	84	38	are	be	AUX
spir-8786	84	39	 	 	SPACE
spir-8786	84	40	the	the	DET
spir-8786	84	41	 	 	SPACE
spir-8786	84	42	largest	large	ADJ
spir-8786	84	43	 	 	SPACE
spir-8786	84	44	and	and	CCONJ
spir-8786	84	45	 	 	SPACE
spir-8786	84	46	most	most	ADJ
spir-8786	84	47	  	  	SPACE
spir-8786	84	48	significant	significant	ADJ
spir-8786	84	49	 	 	SPACE
spir-8786	84	50	platforms	platform	NOUN
spir-8786	84	51	.	.	PUNCT
spir-8786	84	52	 	 	SPACE
spir-8786	85	1	the	the	DET
spir-8786	85	2	 	 	SPACE
spir-8786	85	3	12	12	NUM
spir-8786	85	4	 	 	SPACE
spir-8786	85	5	sites	site	NOUN
spir-8786	85	6	 	 	SPACE
spir-8786	85	7	with	with	ADP
spir-8786	85	8	 	 	SPACE
spir-8786	85	9	the	the	DET
spir-8786	85	10	 	 	SPACE
spir-8786	85	11	highest	high	ADJ
spir-8786	85	12	 	 	SPACE
spir-8786	85	13	average	average	ADJ
spir-8786	85	14	 	 	SPACE
spir-8786	85	15	ranking	ranking	NOUN
spir-8786	85	16	 	 	SPACE
spir-8786	85	17	according	accord	VERB
spir-8786	85	18	 	 	SPACE
spir-8786	85	19	to	to	ADP
spir-8786	85	20	 	 	SPACE
spir-8786	85	21	these	these	DET
spir-8786	85	22	  	  	SPACE
spir-8786	85	23	three	three	NUM
spir-8786	85	24	 	 	SPACE
spir-8786	85	25	sources	source	NOUN
spir-8786	85	26	 	 	SPACE
spir-8786	85	27	were	be	AUX
spir-8786	85	28	 	 	SPACE
spir-8786	85	29	included	include	VERB
spir-8786	85	30	 	 	SPACE
spir-8786	85	31	in	in	ADP
spir-8786	85	32	 	 	SPACE
spir-8786	85	33	the	the	DET
spir-8786	85	34	 	 	SPACE
spir-8786	85	35	study.1	study.1	NOUN
spir-8786	85	36	        	        	SPACE
spir-8786	85	37	the	the	DET
spir-8786	85	38	 	 	SPACE
spir-8786	85	39	findings	finding	NOUN
spir-8786	85	40	 	 	SPACE
spir-8786	85	41	show	show	VERB
spir-8786	85	42	 	 	SPACE
spir-8786	85	43	that	that	SCONJ
spir-8786	85	44	 	 	SPACE
spir-8786	85	45	there	there	PRON
spir-8786	85	46	 	 	SPACE
spir-8786	85	47	is	be	AUX
spir-8786	85	48	 	 	SPACE
spir-8786	85	49	indeed	indeed	ADV
spir-8786	85	50	 	 	SPACE
spir-8786	85	51	a	a	DET
spir-8786	85	52	 	 	SPACE
spir-8786	85	53	strong	strong	ADJ
spir-8786	85	54	 	 	SPACE
spir-8786	85	55	bias	bias	NOUN
spir-8786	85	56	 	 	SPACE
spir-8786	85	57	towards	towards	ADP
spir-8786	85	58	 	 	SPACE
spir-8786	85	59	connectivity	connectivity	NOUN
spir-8786	85	60	.	.	PUNCT
spir-8786	85	61	 	 	SPACE
spir-8786	86	1	while	while	SCONJ
spir-8786	86	2	 	 	SPACE
spir-8786	86	3	sites	site	NOUN
spir-8786	86	4	  	  	SPACE
spir-8786	86	5	regularly	regularly	ADV
spir-8786	86	6	 	 	SPACE
spir-8786	86	7	list	list	NOUN
spir-8786	86	8	 	 	SPACE
spir-8786	86	9	current	current	ADJ
spir-8786	86	10	 	 	SPACE
spir-8786	86	11	friendships	friendship	NOUN
spir-8786	86	12	,	,	PUNCT
spir-8786	86	13	 	 	SPACE
spir-8786	86	14	followings	following	NOUN
spir-8786	86	15	,	,	PUNCT
spir-8786	86	16	 	 	SPACE
spir-8786	86	17	group	group	NOUN
spir-8786	86	18	 	 	SPACE
spir-8786	86	19	memberships	membership	NOUN
spir-8786	86	20	,	,	PUNCT
spir-8786	86	21	 	 	SPACE
spir-8786	86	22	and	and	CCONJ
spir-8786	86	23	 	 	SPACE
spir-8786	86	24	so	so	ADV
spir-8786	86	25	 	 	SPACE
spir-8786	86	26	on	on	ADP
spir-8786	86	27	,	,	PUNCT
spir-8786	86	28	 	 	SPACE
spir-8786	86	29	apis	apis	PROPN
spir-8786	86	30	 	 	SPACE
spir-8786	86	31	hardly	hardly	ADV
spir-8786	86	32	  	  	SPACE
spir-8786	86	33	include	include	VERB
spir-8786	86	34	 	 	SPACE
spir-8786	86	35	any	any	DET
spir-8786	86	36	 	 	SPACE
spir-8786	86	37	information	information	NOUN
spir-8786	86	38	 	 	SPACE
spir-8786	86	39	about	about	ADP
spir-8786	86	40	 	 	SPACE
spir-8786	86	41	blockings	blocking	NOUN
spir-8786	86	42	 	 	SPACE
spir-8786	86	43	and	and	CCONJ
spir-8786	86	44	 	 	SPACE
spir-8786	86	45	disconnections	disconnection	NOUN
spir-8786	86	46	,	,	PUNCT
spir-8786	86	47	 	 	SPACE
spir-8786	86	48	along	along	ADP
spir-8786	86	49	 	 	SPACE
spir-8786	86	50	with	with	ADP
spir-8786	86	51	 	 	SPACE
spir-8786	86	52	an	an	DET
spir-8786	86	53	 	 	SPACE
spir-8786	86	54	inability	inability	NOUN
spir-8786	86	55	 	 	SPACE
spir-8786	86	56	to	to	PART
spir-8786	86	57	  	  	SPACE
spir-8786	86	58	track	track	VERB
spir-8786	86	59	 	 	SPACE
spir-8786	86	60	changes	change	NOUN
spir-8786	86	61	 	 	SPACE
spir-8786	86	62	in	in	ADP
spir-8786	86	63	 	 	SPACE
spir-8786	86	64	connections	connection	NOUN
spir-8786	86	65	 	 	SPACE
spir-8786	86	66	over	over	ADP
spir-8786	86	67	 	 	SPACE
spir-8786	86	68	time	time	NOUN
spir-8786	86	69	.	.	PUNCT
spir-8786	86	70	 	 	SPACE
spir-8786	87	1	however	however	ADV
spir-8786	87	2	,	,	PUNCT
spir-8786	87	3	 	 	SPACE
spir-8786	87	4	this	this	DET
spir-8786	87	5	 	 	SPACE
spir-8786	87	6	bias	bias	NOUN
spir-8786	87	7	 	 	SPACE
spir-8786	87	8	is	be	AUX
spir-8786	87	9	 	 	SPACE
spir-8786	87	10	far	far	ADV
spir-8786	87	11	 	 	SPACE
spir-8786	87	12	less	less	ADJ
spir-8786	87	13	 	 	SPACE
spir-8786	87	14	pronounced	pronounce	VERB
spir-8786	87	15	 	 	SPACE
spir-8786	87	16	when	when	SCONJ
spir-8786	87	17	  	  	SPACE
spir-8786	87	18	it	it	PRON
spir-8786	87	19	 	 	SPACE
spir-8786	87	20	comes	come	VERB
spir-8786	87	21	 	 	SPACE
spir-8786	87	22	to	to	ADP
spir-8786	87	23	 	 	SPACE
spir-8786	87	24	businesses	business	NOUN
spir-8786	87	25	.	.	PUNCT
spir-8786	87	26	 	 	SPACE
spir-8786	88	1	for	for	ADP
spir-8786	88	2	 	 	SPACE
spir-8786	88	3	instance	instance	NOUN
spir-8786	88	4	,	,	PUNCT
spir-8786	88	5	 	 	SPACE
spir-8786	88	6	the	the	DET
spir-8786	88	7	 	 	SPACE
spir-8786	88	8	owners	owner	NOUN
spir-8786	88	9	 	 	SPACE
spir-8786	88	10	of	of	ADP
spir-8786	88	11	 	 	SPACE
spir-8786	88	12	pages	page	NOUN
spir-8786	88	13	 	 	SPACE
spir-8786	88	14	and	and	CCONJ
spir-8786	88	15	 	 	SPACE
spir-8786	88	16	apps	app	NOUN
spir-8786	88	17	 	 	SPACE
spir-8786	88	18	on	on	ADP
spir-8786	88	19	 	 	SPACE
spir-8786	88	20	facebook	facebook	PROPN
spir-8786	88	21	 	 	SPACE
spir-8786	88	22	can	can	AUX
spir-8786	88	23	  	  	SPACE
spir-8786	88	24	get	get	VERB
spir-8786	88	25	 	 	SPACE
spir-8786	88	26	information	information	NOUN
spir-8786	88	27	 	 	SPACE
spir-8786	88	28	about	about	ADP
spir-8786	88	29	 	 	SPACE
spir-8786	88	30	unlikes	unlike	NOUN
spir-8786	88	31	 	 	SPACE
spir-8786	88	32	and	and	CCONJ
spir-8786	88	33	 	 	SPACE
spir-8786	88	34	various	various	ADJ
spir-8786	88	35	 	 	SPACE
spir-8786	88	36	other	other	ADJ
spir-8786	88	37	 	 	SPACE
spir-8786	88	38	kinds	kind	NOUN
spir-8786	88	39	 	 	SPACE
spir-8786	88	40	of	of	ADP
spir-8786	88	41	 	 	SPACE
spir-8786	88	42	negative	negative	ADJ
spir-8786	88	43	 	 	SPACE
spir-8786	88	44	feedback	feedback	NOUN
spir-8786	88	45	.	.	PUNCT
spir-8786	88	46	  	  	SPACE
spir-8786	89	1	furthermore	furthermore	ADV
spir-8786	89	2	,	,	PUNCT
spir-8786	89	3	 	 	SPACE
spir-8786	89	4	businesses	business	NOUN
spir-8786	89	5	 	 	SPACE
spir-8786	89	6	are	be	AUX
spir-8786	89	7	 	 	SPACE
spir-8786	89	8	afforded	afford	VERB
spir-8786	89	9	 	 	SPACE
spir-8786	89	10	a	a	DET
spir-8786	89	11	 	 	SPACE
spir-8786	89	12	diachronic	diachronic	ADJ
spir-8786	89	13	 	 	SPACE
spir-8786	89	14	view	view	NOUN
spir-8786	89	15	 	 	SPACE
spir-8786	89	16	that	that	SCONJ
spir-8786	89	17	 	 	SPACE
spir-8786	89	18	users	user	NOUN
spir-8786	89	19	 	 	SPACE
spir-8786	89	20	(	(	PUNCT
spir-8786	89	21	and	and	CCONJ
spir-8786	89	22	 	 	SPACE
spir-8786	89	23	researchers	researcher	NOUN
spir-8786	89	24	)	)	PUNCT
spir-8786	89	25	  	  	SPACE
spir-8786	89	26	are	be	AUX
spir-8786	89	27	 	 	SPACE
spir-8786	89	28	denied	deny	VERB
spir-8786	89	29	.	.	PUNCT
spir-8786	89	30	 	 	SPACE
spir-8786	90	1	thus	thus	ADV
spir-8786	90	2	,	,	PUNCT
spir-8786	90	3	 	 	SPACE
spir-8786	90	4	businesses	business	NOUN
spir-8786	90	5	 	 	SPACE
spir-8786	90	6	on	on	ADP
spir-8786	90	7	 	 	SPACE
spir-8786	90	8	linkedin	linkedin	NOUN
spir-8786	90	9	 	 	SPACE
spir-8786	90	10	and	and	CCONJ
spir-8786	90	11	 	 	SPACE
spir-8786	90	12	venues	venue	NOUN
spir-8786	90	13	 	 	SPACE
spir-8786	90	14	on	on	ADP
spir-8786	90	15	 	 	SPACE
spir-8786	90	16	foursquare	foursquare	NOUN
spir-8786	90	17	 	 	SPACE
spir-8786	90	18	are	be	AUX
spir-8786	90	19	 	 	SPACE
spir-8786	90	20	able	able	ADJ
spir-8786	90	21	 	 	SPACE
spir-8786	90	22	to	to	PART
spir-8786	90	23	 	 	SPACE
spir-8786	90	24	track	track	VERB
spir-8786	90	25	  	  	SPACE
spir-8786	90	26	engagement	engagement	NOUN
spir-8786	90	27	 	 	SPACE
spir-8786	90	28	over	over	ADP
spir-8786	90	29	 	 	SPACE
spir-8786	90	30	time	time	NOUN
spir-8786	90	31	 	 	SPACE
spir-8786	90	32	and	and	CCONJ
spir-8786	90	33	 	 	SPACE
spir-8786	90	34	discern	discern	ADJ
spir-8786	90	35	 	 	SPACE
spir-8786	90	36	downturns	downturn	NOUN
spir-8786	90	37	.	.	PUNCT
spir-8786	90	38	 	 	SPACE
spir-8786	91	1	evidently	evidently	ADV
spir-8786	91	2	,	,	PUNCT
spir-8786	91	3	 	 	SPACE
spir-8786	91	4	this	this	DET
spir-8786	91	5	 	 	SPACE
spir-8786	91	6	information	information	NOUN
spir-8786	91	7	 	 	SPACE
spir-8786	91	8	is	be	AUX
spir-8786	91	9	 	 	SPACE
spir-8786	91	10	technically	technically	ADV
spir-8786	91	11	  	  	SPACE
spir-8786	91	12	deliverable	deliverable	ADJ
spir-8786	91	13	,	,	PUNCT
spir-8786	91	14	 	 	SPACE
spir-8786	91	15	making	make	VERB
spir-8786	91	16	 	 	SPACE
spir-8786	91	17	its	its	PRON
spir-8786	91	18	 	 	SPACE
spir-8786	91	19	unavailability	unavailability	NOUN
spir-8786	91	20	 	 	SPACE
spir-8786	91	21	to	to	ADP
spir-8786	91	22	 	 	SPACE
spir-8786	91	23	a	a	DET
spir-8786	91	24	 	 	SPACE
spir-8786	91	25	wider	wide	ADJ
spir-8786	91	26	 	 	SPACE
spir-8786	91	27	audience	audience	NOUN
spir-8786	91	28	 	 	SPACE
spir-8786	91	29	a	a	DET
spir-8786	91	30	 	 	SPACE
spir-8786	91	31	choice	choice	NOUN
spir-8786	91	32	 	 	SPACE
spir-8786	91	33	based	base	VERB
spir-8786	91	34	 	 	SPACE
spir-8786	91	35	on	on	ADP
spir-8786	91	36	 	 	SPACE
spir-8786	91	37	the	the	DET
spir-8786	91	38	 	 	SPACE
spir-8786	91	39	interests	interest	NOUN
spir-8786	91	40	  	  	SPACE
spir-8786	91	41	of	of	ADP
spir-8786	91	42	 	 	SPACE
spir-8786	91	43	snss	sns	NOUN
spir-8786	91	44	.	.	PUNCT
spir-8786	91	45	      	      	SPACE
spir-8786	92	1	these	these	DET
spir-8786	92	2	 	 	SPACE
spir-8786	92	3	findings	finding	NOUN
spir-8786	92	4	 	 	SPACE
spir-8786	92	5	are	be	AUX
spir-8786	92	6	 	 	SPACE
spir-8786	92	7	significant	significant	ADJ
spir-8786	92	8	 	 	SPACE
spir-8786	92	9	for	for	ADP
spir-8786	92	10	 	 	SPACE
spir-8786	92	11	a	a	DET
spir-8786	92	12	 	 	SPACE
spir-8786	92	13	number	number	NOUN
spir-8786	92	14	 	 	SPACE
spir-8786	92	15	of	of	ADP
spir-8786	92	16	 	 	SPACE
spir-8786	92	17	reasons	reason	NOUN
spir-8786	92	18	.	.	PUNCT
spir-8786	92	19	 	 	SPACE
spir-8786	93	1	first	first	ADV
spir-8786	93	2	,	,	PUNCT
spir-8786	93	3	 	 	SPACE
spir-8786	93	4	if	if	SCONJ
spir-8786	93	5	 	 	SPACE
spir-8786	93	6	what	what	PRON
spir-8786	93	7	 	 	SPACE
spir-8786	93	8	we	we	PRON
spir-8786	93	9	 	 	SPACE
spir-8786	93	10	can	can	AUX
spir-8786	93	11	 	 	SPACE
spir-8786	93	12	know	know	VERB
spir-8786	93	13	 	 	SPACE
spir-8786	93	14	is	be	AUX
spir-8786	93	15	 	 	SPACE
spir-8786	93	16	a	a	DET
spir-8786	93	17	  	  	SPACE
spir-8786	93	18	function	function	NOUN
spir-8786	93	19	 	 	SPACE
spir-8786	93	20	of	of	ADP
spir-8786	93	21	 	 	SPACE
spir-8786	93	22	how	how	SCONJ
spir-8786	93	23	 	 	SPACE
spir-8786	93	24	we	we	PRON
spir-8786	93	25	 	 	SPACE
spir-8786	93	26	can	can	AUX
spir-8786	93	27	 	 	SPACE
spir-8786	93	28	know	know	VERB
spir-8786	93	29	,	,	PUNCT
spir-8786	93	30	 	 	SPACE
spir-8786	93	31	this	this	DET
spir-8786	93	32	 	 	SPACE
spir-8786	93	33	study	study	NOUN
spir-8786	93	34	 	 	SPACE
spir-8786	93	35	has	have	VERB
spir-8786	93	36	 	 	SPACE
spir-8786	93	37	implications	implication	NOUN
spir-8786	93	38	 	 	SPACE
spir-8786	93	39	for	for	ADP
spir-8786	93	40	 	 	SPACE
spir-8786	93	41	our	our	PRON
spir-8786	93	42	 	 	SPACE
spir-8786	93	43	ability	ability	NOUN
spir-8786	93	44	 	 	SPACE
spir-8786	93	45	to	to	PART
spir-8786	93	46	 	 	SPACE
spir-8786	93	47	research	research	VERB
spir-8786	93	48	 	 	SPACE
spir-8786	93	49	what	what	PRON
spir-8786	93	50	  	  	SPACE
spir-8786	93	51	we	we	PRON
spir-8786	93	52	 	 	SPACE
spir-8786	93	53	do	do	VERB
spir-8786	93	54	 	 	SPACE
spir-8786	93	55	with	with	ADP
spir-8786	93	56	 	 	SPACE
spir-8786	93	57	snss	sns	NOUN
spir-8786	93	58	,	,	PUNCT
spir-8786	93	59	 	 	SPACE
spir-8786	93	60	and	and	CCONJ
spir-8786	93	61	,	,	PUNCT
spir-8786	93	62	 	 	SPACE
spir-8786	93	63	to	to	ADP
spir-8786	93	64	 	 	SPACE
spir-8786	93	65	the	the	DET
spir-8786	93	66	 	 	SPACE
spir-8786	93	67	extent	extent	NOUN
spir-8786	93	68	 	 	SPACE
spir-8786	93	69	that	that	SCONJ
spir-8786	93	70	 	 	SPACE
spir-8786	93	71	they	they	PRON
spir-8786	93	72	 	 	SPACE
spir-8786	93	73	are	be	AUX
spir-8786	93	74	 	 	SPACE
spir-8786	93	75	a	a	DET
spir-8786	93	76	 	 	SPACE
spir-8786	93	77	proxy	proxy	NOUN
spir-8786	93	78	 	 	SPACE
spir-8786	93	79	for	for	ADP
spir-8786	93	80	 	 	SPACE
spir-8786	93	81	broader	broad	ADJ
spir-8786	93	82	 	 	SPACE
spir-8786	93	83	social	social	ADJ
spir-8786	93	84	 	 	SPACE
spir-8786	93	85	processes	process	NOUN
spir-8786	93	86	,	,	PUNCT
spir-8786	93	87	  	  	SPACE
spir-8786	93	88	for	for	ADP
spir-8786	93	89	 	 	SPACE
spir-8786	93	90	those	those	DET
spir-8786	93	91	 	 	SPACE
spir-8786	93	92	processes	process	NOUN
spir-8786	93	93	 	 	SPACE
spir-8786	93	94	as	as	ADV
spir-8786	93	95	 	 	SPACE
spir-8786	93	96	well	well	ADV
spir-8786	93	97	.	.	PUNCT
spir-8786	93	98	      	      	SPACE
spir-8786	93	99	secondly	secondly	ADV
spir-8786	93	100	,	,	PUNCT
spir-8786	93	101	 	 	SPACE
spir-8786	93	102	the	the	DET
spir-8786	93	103	 	 	SPACE
spir-8786	93	104	findings	finding	NOUN
spir-8786	93	105	 	 	SPACE
spir-8786	93	106	suggest	suggest	VERB
spir-8786	93	107	 	 	SPACE
spir-8786	93	108	that	that	SCONJ
spir-8786	93	109	 	 	SPACE
spir-8786	93	110	researchers	researcher	NOUN
spir-8786	93	111	,	,	PUNCT
spir-8786	93	112	 	 	SPACE
spir-8786	93	113	marketers	marketer	NOUN
spir-8786	93	114	 	 	SPACE
spir-8786	93	115	and	and	CCONJ
spir-8786	93	116	 	 	SPACE
spir-8786	93	117	the	the	DET
spir-8786	93	118	 	 	SPACE
spir-8786	93	119	snss	sns	NOUN
spir-8786	93	120	 	 	SPACE
spir-8786	93	121	industry	industry	NOUN
spir-8786	93	122	 	 	SPACE
spir-8786	93	123	are	be	AUX
spir-8786	93	124	  	  	SPACE
spir-8786	93	125	partners	partner	NOUN
spir-8786	93	126	 	 	SPACE
spir-8786	93	127	-­	-­	NOUN
spir-8786	93	128	 	 	SPACE
spir-8786	93	129	often	often	ADV
spir-8786	93	130	 	 	SPACE
spir-8786	93	131	unwittingly	unwittingly	ADV
spir-8786	93	132	 	 	SPACE
spir-8786	93	133	so	so	ADV
spir-8786	93	134	 	 	SPACE
spir-8786	93	135	-­	-­	NOUN
spir-8786	93	136	 	 	SPACE
spir-8786	93	137	in	in	ADP
spir-8786	93	138	 	 	SPACE
spir-8786	93	139	promoting	promote	VERB
spir-8786	93	140	 	 	SPACE
spir-8786	93	141	a	a	DET
spir-8786	93	142	 	 	SPACE
spir-8786	93	143	culture	culture	NOUN
spir-8786	93	144	 	 	SPACE
spir-8786	93	145	of	of	ADP
spir-8786	93	146	 	 	SPACE
spir-8786	93	147	connectivity	connectivity	NOUN
spir-8786	93	148	.	.	PUNCT
spir-8786	93	149	 	 	SPACE
spir-8786	94	1	this	this	PRON
spir-8786	94	2	 	 	SPACE
spir-8786	94	3	is	be	AUX
spir-8786	94	4	 	 	SPACE
spir-8786	94	5	not	not	PART
spir-8786	94	6	 	 	SPACE
spir-8786	94	7	unique	unique	ADJ
spir-8786	94	8	  	  	SPACE
spir-8786	94	9	to	to	ADP
spir-8786	94	10	 	 	SPACE
spir-8786	94	11	the	the	DET
spir-8786	94	12	 	 	SPACE
spir-8786	94	13	contemporary	contemporary	PROPN
spir-8786	94	14	 	 	SPACE
spir-8786	94	15	sns	sns	PROPN
spir-8786	94	16	 	 	SPACE
spir-8786	94	17	scene;;	scene;;	PROPN
spir-8786	94	18	 	 	SPACE
spir-8786	94	19	social	social	ADJ
spir-8786	94	20	 	 	SPACE
spir-8786	94	21	scientists	scientist	NOUN
spir-8786	94	22	 	 	SPACE
spir-8786	94	23	have	have	AUX
spir-8786	94	24	 	 	SPACE
spir-8786	94	25	always	always	ADV
spir-8786	94	26	 	 	SPACE
spir-8786	94	27	been	be	AUX
spir-8786	94	28	 	 	SPACE
spir-8786	94	29	interested	interested	ADJ
spir-8786	94	30	 	 	SPACE
spir-8786	94	31	in	in	ADP
spir-8786	94	32	  	  	SPACE
spir-8786	94	33	connectivity	connectivity	NOUN
spir-8786	94	34	.	.	PUNCT
spir-8786	94	35	 	 	SPACE
spir-8786	95	1	however	however	ADV
spir-8786	95	2	,	,	PUNCT
spir-8786	95	3	 	 	SPACE
spir-8786	95	4	breaking	break	VERB
spir-8786	95	5	 	 	SPACE
spir-8786	95	6	up	up	ADP
spir-8786	95	7	,	,	PUNCT
spir-8786	95	8	 	 	SPACE
spir-8786	95	9	quitting	quit	VERB
spir-8786	95	10	 	 	SPACE
spir-8786	95	11	a	a	DET
spir-8786	95	12	 	 	SPACE
spir-8786	95	13	workplace	workplace	NOUN
spir-8786	95	14	,	,	PUNCT
spir-8786	95	15	 	 	SPACE
spir-8786	95	16	cancelling	cancel	VERB
spir-8786	95	17	 	 	SPACE
spir-8786	95	18	subscriptions	subscription	NOUN
spir-8786	95	19	,	,	PUNCT
spir-8786	95	20	 	 	SPACE
spir-8786	95	21	and	and	CCONJ
spir-8786	95	22	  	  	SPACE
spir-8786	95	23	dropping	drop	VERB
spir-8786	95	24	 	 	SPACE
spir-8786	95	25	out	out	ADP
spir-8786	95	26	 	 	SPACE
spir-8786	95	27	are	be	AUX
spir-8786	95	28	 	 	SPACE
spir-8786	95	29	all	all	DET
spir-8786	95	30	 	 	SPACE
spir-8786	95	31	meaningful	meaningful	ADJ
spir-8786	95	32	 	 	SPACE
spir-8786	95	33	social	social	ADJ
spir-8786	95	34	 	 	SPACE
spir-8786	95	35	actions	action	NOUN
spir-8786	95	36	 	 	SPACE
spir-8786	95	37	to	to	ADP
spir-8786	95	38	 	 	SPACE
spir-8786	95	39	which	which	DET
spir-8786	95	40	 	 	SPACE
spir-8786	95	41	snss	sns	VERB
spir-8786	95	42	’	'	PUNCT
spir-8786	95	43	 	 	SPACE
spir-8786	95	44	apis	apis	PROPN
spir-8786	95	45	 	 	SPACE
spir-8786	95	46	are	be	AUX
spir-8786	95	47	 	 	SPACE
spir-8786	95	48	blind	blind	ADJ
spir-8786	95	49	.	.	PUNCT
spir-8786	95	50	    	    	SPACE
spir-8786	96	1	this	this	PRON
spir-8786	96	2	 	 	SPACE
spir-8786	96	3	has	have	VERB
spir-8786	96	4	 	 	SPACE
spir-8786	96	5	practical	practical	ADJ
spir-8786	96	6	 	 	SPACE
spir-8786	96	7	implications	implication	NOUN
spir-8786	96	8	 	 	SPACE
spir-8786	96	9	for	for	ADP
spir-8786	96	10	 	 	SPACE
spir-8786	96	11	social	social	ADJ
spir-8786	96	12	 	 	SPACE
spir-8786	96	13	science	science	NOUN
spir-8786	96	14	 	 	SPACE
spir-8786	96	15	researchers	researcher	NOUN
spir-8786	96	16	.	.	PUNCT
spir-8786	96	17	 	 	SPACE
spir-8786	97	1	(	(	PUNCT
spir-8786	97	2	1	1	X
spir-8786	97	3	)	)	PUNCT
spir-8786	97	4	 	 	SPACE
spir-8786	97	5	because	because	SCONJ
spir-8786	97	6	 	 	SPACE
spir-8786	97	7	negative	negative	ADJ
spir-8786	97	8	  	  	SPACE
spir-8786	97	9	data	datum	NOUN
spir-8786	97	10	 	 	SPACE
spir-8786	97	11	are	be	AUX
spir-8786	97	12	 	 	SPACE
spir-8786	97	13	unattainable	unattainable	ADJ
spir-8786	97	14	 	 	SPACE
spir-8786	97	15	through	through	ADP
spir-8786	97	16	 	 	SPACE
spir-8786	97	17	apis	apis	ADJ
spir-8786	97	18	,	,	PUNCT
spir-8786	97	19	 	 	SPACE
spir-8786	97	20	researchers	researcher	NOUN
spir-8786	97	21	 	 	SPACE
spir-8786	97	22	must	must	AUX
spir-8786	97	23	 	 	SPACE
spir-8786	97	24	seek	seek	VERB
spir-8786	97	25	 	 	SPACE
spir-8786	97	26	alternative	alternative	ADJ
spir-8786	97	27	 	 	SPACE
spir-8786	97	28	means	mean	VERB
spir-8786	97	29	 	 	SPACE
spir-8786	97	30	of	of	ADP
spir-8786	97	31	  	  	SPACE
spir-8786	97	32	attaining	attain	VERB
spir-8786	97	33	 	 	SPACE
spir-8786	97	34	them	they	PRON
spir-8786	97	35	,	,	PUNCT
spir-8786	97	36	 	 	SPACE
spir-8786	97	37	such	such	ADJ
spir-8786	97	38	 	 	SPACE
spir-8786	97	39	as	as	ADP
spir-8786	97	40	 	 	SPACE
spir-8786	97	41	surveys	survey	NOUN
spir-8786	97	42	.	.	PUNCT
spir-8786	97	43	 	 	SPACE
spir-8786	98	1	these	these	PRON
spir-8786	98	2	 	 	SPACE
spir-8786	98	3	are	be	AUX
spir-8786	98	4	 	 	SPACE
spir-8786	98	5	both	both	CCONJ
spir-8786	98	6	 	 	SPACE
spir-8786	98	7	costly	costly	ADJ
spir-8786	98	8	 	 	SPACE
spir-8786	98	9	and	and	CCONJ
spir-8786	98	10	 	 	SPACE
spir-8786	98	11	are	be	AUX
spir-8786	98	12	 	 	SPACE
spir-8786	98	13	liable	liable	ADJ
spir-8786	98	14	 	 	SPACE
spir-8786	98	15	to	to	PART
spir-8786	98	16	 	 	SPACE
spir-8786	98	17	be	be	AUX
spir-8786	98	18	 	 	SPACE
spir-8786	98	19	perceived	perceive	VERB
spir-8786	98	20	 	 	SPACE
spir-8786	98	21	as	as	ADV
spir-8786	98	22	  	  	SPACE
spir-8786	98	23	less	less	ADJ
spir-8786	98	24	 	 	SPACE
spir-8786	98	25	reliable	reliable	ADJ
spir-8786	98	26	.	.	PUNCT
spir-8786	98	27	 	 	SPACE
spir-8786	99	1	more	more	ADV
spir-8786	99	2	 	 	SPACE
spir-8786	99	3	generally	generally	ADV
spir-8786	99	4	,	,	PUNCT
spir-8786	99	5	 	 	SPACE
spir-8786	99	6	apis	apis	ADJ
spir-8786	99	7	’	'	PUNCT
spir-8786	99	8	 	 	SPACE
spir-8786	99	9	failure	failure	NOUN
spir-8786	99	10	 	 	SPACE
spir-8786	99	11	to	to	PART
spir-8786	99	12	 	 	SPACE
spir-8786	99	13	provide	provide	VERB
spir-8786	99	14	 	 	SPACE
spir-8786	99	15	access	access	NOUN
spir-8786	99	16	 	 	SPACE
spir-8786	99	17	to	to	ADP
spir-8786	99	18	 	 	SPACE
spir-8786	99	19	negative	negative	ADJ
spir-8786	99	20	 	 	SPACE
spir-8786	99	21	activities	activity	NOUN
spir-8786	99	22	 	 	SPACE
spir-8786	99	23	means	mean	VERB
spir-8786	99	24	  	  	SPACE
spir-8786	99	25	that	that	SCONJ
spir-8786	99	26	 	 	SPACE
spir-8786	99	27	researchers	researcher	NOUN
spir-8786	99	28	 	 	SPACE
spir-8786	99	29	interested	interested	ADJ
spir-8786	99	30	 	 	SPACE
spir-8786	99	31	in	in	ADP
spir-8786	99	32	 	 	SPACE
spir-8786	99	33	them	they	PRON
spir-8786	99	34	 	 	SPACE
spir-8786	99	35	have	have	VERB
spir-8786	99	36	 	 	SPACE
spir-8786	99	37	to	to	PART
spir-8786	99	38	 	 	SPACE
spir-8786	99	39	forego	forego	VERB
spir-8786	99	40	 	 	SPACE
spir-8786	99	41	the	the	DET
spir-8786	99	42	 	 	SPACE
spir-8786	99	43	considerable	considerable	ADJ
spir-8786	99	44	 	 	SPACE
spir-8786	99	45	advantages	advantage	NOUN
spir-8786	99	46	 	 	SPACE
spir-8786	99	47	offered	offer	VERB
spir-8786	99	48	  	  	SPACE
spir-8786	99	49	by	by	ADP
spir-8786	99	50	 	 	SPACE
spir-8786	99	51	apis	apis	PROPN
spir-8786	99	52	.	.	PUNCT
spir-8786	99	53	 	 	SPACE
spir-8786	100	1	take	take	VERB
spir-8786	100	2	 	 	SPACE
spir-8786	100	3	unfriending	unfriende	VERB
spir-8786	100	4	 	 	SPACE
spir-8786	100	5	in	in	ADP
spir-8786	100	6	 	 	SPACE
spir-8786	100	7	the	the	DET
spir-8786	100	8	 	 	SPACE
spir-8786	100	9	context	context	NOUN
spir-8786	100	10	 	 	SPACE
spir-8786	100	11	of	of	ADP
spir-8786	100	12	 	 	SPACE
spir-8786	100	13	the	the	DET
spir-8786	100	14	 	 	SPACE
spir-8786	100	15	us	us	PROPN
spir-8786	100	16	 	 	SPACE
spir-8786	100	17	elections	election	NOUN
spir-8786	100	18	,	,	PUNCT
spir-8786	100	19	 	 	SPACE
spir-8786	100	20	for	for	ADP
spir-8786	100	21	 	 	SPACE
spir-8786	100	22	instance	instance	NOUN
spir-8786	100	23	.	.	PUNCT
spir-8786	100	24	  	  	SPACE
spir-8786	101	1	commentators	commentator	NOUN
spir-8786	101	2	 	 	SPACE
spir-8786	101	3	have	have	AUX
spir-8786	101	4	 	 	SPACE
spir-8786	101	5	started	start	VERB
spir-8786	101	6	 	 	SPACE
spir-8786	101	7	writing	write	VERB
spir-8786	101	8	 	 	SPACE
spir-8786	101	9	about	about	ADP
spir-8786	101	10	 	 	SPACE
spir-8786	101	11	it	it	PRON
spir-8786	101	12	,	,	PUNCT
spir-8786	101	13	 	 	SPACE
spir-8786	101	14	but	but	CCONJ
spir-8786	101	15	 	 	SPACE
spir-8786	101	16	measuring	measure	VERB
spir-8786	101	17	 	 	SPACE
spir-8786	101	18	it	it	PRON
spir-8786	101	19	 	 	SPACE
spir-8786	101	20	(	(	PUNCT
spir-8786	101	21	and	and	CCONJ
spir-8786	101	22	 	 	SPACE
spir-8786	101	23	similar	similar	ADJ
spir-8786	101	24	 	 	SPACE
spir-8786	101	25	acts	act	NOUN
spir-8786	101	26	)	)	PUNCT
spir-8786	101	27	 	 	SPACE
spir-8786	101	28	is	be	AUX
spir-8786	101	29	 	 	SPACE
spir-8786	101	30	not	not	PART
spir-8786	101	31	  	  	SPACE
spir-8786	101	32	possible	possible	ADJ
spir-8786	101	33	 	 	SPACE
spir-8786	101	34	using	use	VERB
spir-8786	101	35	 	 	SPACE
spir-8786	101	36	the	the	DET
spir-8786	101	37	 	 	SPACE
spir-8786	101	38	tools	tool	NOUN
spir-8786	101	39	 	 	SPACE
spir-8786	101	40	provided	provide	VERB
spir-8786	101	41	 	 	SPACE
spir-8786	101	42	by	by	ADP
spir-8786	101	43	 	 	SPACE
spir-8786	101	44	the	the	DET
spir-8786	101	45	 	 	SPACE
spir-8786	101	46	platforms	platform	NOUN
spir-8786	101	47	 	 	SPACE
spir-8786	101	48	themselves	themselves	PRON
spir-8786	101	49	,	,	PUNCT
spir-8786	101	50	 	 	SPACE
spir-8786	101	51	even	even	ADV
spir-8786	101	52	 	 	SPACE
spir-8786	101	53	though	though	SCONJ
spir-8786	101	54	 	 	SPACE
spir-8786	101	55	the	the	DET
spir-8786	101	56	 	 	SPACE
spir-8786	101	57	data	datum	NOUN
spir-8786	101	58	  	  	SPACE
spir-8786	101	59	exist	exist	VERB
spir-8786	101	60	.	.	PUNCT
spir-8786	101	61	 	 	SPACE
spir-8786	102	1	(	(	PUNCT
spir-8786	102	2	2	2	X
spir-8786	102	3	)	)	PUNCT
spir-8786	102	4	 	 	SPACE
spir-8786	102	5	this	this	PRON
spir-8786	102	6	 	 	SPACE
spir-8786	102	7	also	also	ADV
spir-8786	102	8	 	 	SPACE
spir-8786	102	9	makes	make	VERB
spir-8786	102	10	 	 	SPACE
spir-8786	102	11	for	for	ADP
spir-8786	102	12	 	 	SPACE
spir-8786	102	13	worse	bad	ADJ
spir-8786	102	14	 	 	SPACE
spir-8786	102	15	science	science	NOUN
spir-8786	102	16	:	:	PUNCT
spir-8786	102	17	 	 	SPACE
spir-8786	102	18	if	if	SCONJ
spir-8786	102	19	 	 	SPACE
spir-8786	102	20	we	we	PRON
spir-8786	102	21	 	 	SPACE
spir-8786	102	22	want	want	VERB
spir-8786	102	23	 	 	SPACE
spir-8786	102	24	to	to	PART
spir-8786	102	25	 	 	SPACE
spir-8786	102	26	know	know	VERB
spir-8786	102	27	 	 	SPACE
spir-8786	102	28	how	how	SCONJ
spir-8786	102	29	 	 	SPACE
spir-8786	102	30	many	many	ADJ
spir-8786	102	31	 	 	SPACE
spir-8786	102	32	negative	negative	ADJ
spir-8786	102	33	  	  	SPACE
spir-8786	102	34	interactions	interaction	NOUN
spir-8786	102	35	 	 	SPACE
spir-8786	102	36	people	people	NOUN
spir-8786	102	37	 	 	SPACE
spir-8786	102	38	have	have	AUX
spir-8786	102	39	 	 	SPACE
spir-8786	102	40	been	be	AUX
spir-8786	102	41	 	 	SPACE
spir-8786	102	42	involved	involve	VERB
spir-8786	102	43	 	 	SPACE
spir-8786	102	44	in	in	ADP
spir-8786	102	45	,	,	PUNCT
spir-8786	102	46	 	 	SPACE
spir-8786	102	47	we	we	PRON
spir-8786	102	48	 	 	SPACE
spir-8786	102	49	would	would	AUX
spir-8786	102	50	 	 	SPACE
spir-8786	102	51	have	have	VERB
spir-8786	102	52	 	 	SPACE
spir-8786	102	53	to	to	PART
spir-8786	102	54	 	 	SPACE
spir-8786	102	55	rely	rely	VERB
spir-8786	102	56	 	 	SPACE
spir-8786	102	57	on	on	ADP
spir-8786	102	58	 	 	SPACE
spir-8786	102	59	the	the	DET
spir-8786	102	60	 	 	SPACE
spir-8786	102	61	memory	memory	NOUN
spir-8786	102	62	 	 	SPACE
spir-8786	102	63	of	of	ADP
spir-8786	102	64	  	  	SPACE
spir-8786	102	65	survey	survey	NOUN
spir-8786	102	66	 	 	SPACE
spir-8786	102	67	participants	participant	NOUN
spir-8786	102	68	,	,	PUNCT
spir-8786	102	69	 	 	SPACE
spir-8786	102	70	or	or	CCONJ
spir-8786	102	71	 	 	SPACE
spir-8786	102	72	other	other	ADJ
spir-8786	102	73	 	 	SPACE
spir-8786	102	74	external	external	ADJ
spir-8786	102	75	 	 	SPACE
spir-8786	102	76	and	and	CCONJ
spir-8786	102	77	 	 	SPACE
spir-8786	102	78	less	less	ADV
spir-8786	102	79	 	 	SPACE
spir-8786	102	80	reliable	reliable	ADJ
spir-8786	102	81	 	 	SPACE
spir-8786	102	82	sources	source	NOUN
spir-8786	102	83	.	.	PUNCT
spir-8786	102	84	 	 	SPACE
spir-8786	103	1	(	(	PUNCT
spir-8786	103	2	3	3	X
spir-8786	103	3	)	)	PUNCT
spir-8786	103	4	 	 	SPACE
spir-8786	103	5	moreover	moreover	ADV
spir-8786	103	6	,	,	PUNCT
spir-8786	103	7	  	  	SPACE
spir-8786	103	8	researchers	researcher	NOUN
spir-8786	103	9	 	 	SPACE
spir-8786	103	10	run	run	VERB
spir-8786	103	11	 	 	SPACE
spir-8786	103	12	the	the	DET
spir-8786	103	13	 	 	SPACE
spir-8786	103	14	risk	risk	NOUN
spir-8786	103	15	 	 	SPACE
spir-8786	103	16	of	of	ADP
spir-8786	103	17	 	 	SPACE
spir-8786	103	18	their	their	PRON
spir-8786	103	19	 	 	SPACE
spir-8786	103	20	survey-­based	survey-­base	VERB
spir-8786	103	21	 	 	SPACE
spir-8786	103	22	data	datum	NOUN
spir-8786	103	23	 	 	SPACE
spir-8786	103	24	becoming	become	VERB
spir-8786	103	25	 	 	SPACE
spir-8786	103	26	utterly	utterly	ADV
spir-8786	103	27	 	 	SPACE
spir-8786	103	28	redundant	redundant	ADJ
spir-8786	103	29	 	 	SPACE
spir-8786	103	30	should	should	AUX
spir-8786	103	31	  	  	SPACE
spir-8786	103	32	the	the	DET
spir-8786	103	33	 	 	SPACE
spir-8786	103	34	platform	platform	NOUN
spir-8786	103	35	 	 	SPACE
spir-8786	103	36	decide	decide	VERB
spir-8786	103	37	 	 	SPACE
spir-8786	103	38	to	to	PART
spir-8786	103	39	 	 	SPACE
spir-8786	103	40	publish	publish	VERB
spir-8786	103	41	 	 	SPACE
spir-8786	103	42	the	the	DET
spir-8786	103	43	 	 	SPACE
spir-8786	103	44	data	datum	NOUN
spir-8786	103	45	 	 	SPACE
spir-8786	103	46	it	it	PRON
spir-8786	103	47	 	 	SPACE
spir-8786	103	48	rendered	render	VERB
spir-8786	103	49	 	 	SPACE
spir-8786	103	50	inaccessible	inaccessible	ADJ
spir-8786	103	51	 	 	SPACE
spir-8786	103	52	through	through	ADP
spir-8786	103	53	 	 	SPACE
spir-8786	103	54	its	its	PRON
spir-8786	103	55	 	 	SPACE
spir-8786	103	56	api	api	NOUN
spir-8786	103	57	  	  	SPACE
spir-8786	103	58	protocols	protocol	NOUN
spir-8786	103	59	.	.	PUNCT
spir-8786	103	60	 	 	SPACE
spir-8786	104	1	given	give	VERB
spir-8786	104	2	 	 	SPACE
spir-8786	104	3	all	all	DET
spir-8786	104	4	 	 	SPACE
spir-8786	104	5	this	this	PRON
spir-8786	104	6	,	,	PUNCT
spir-8786	104	7	 	 	SPACE
spir-8786	104	8	researchers	researcher	NOUN
spir-8786	104	9	 	 	SPACE
spir-8786	104	10	might	might	AUX
spir-8786	104	11	 	 	SPACE
spir-8786	104	12	decide	decide	VERB
spir-8786	104	13	 	 	SPACE
spir-8786	104	14	that	that	SCONJ
spir-8786	104	15	 	 	SPACE
spir-8786	104	16	these	these	DET
spir-8786	104	17	 	 	SPACE
spir-8786	104	18	directions	direction	NOUN
spir-8786	104	19	 	 	SPACE
spir-8786	104	20	are	be	AUX
spir-8786	104	21	 	 	SPACE
spir-8786	104	22	less	less	ADV
spir-8786	104	23	  	  	SPACE
spir-8786	104	24	worthwhile	worthwhile	ADJ
spir-8786	104	25	 	 	SPACE
spir-8786	104	26	to	to	PART
spir-8786	104	27	 	 	SPACE
spir-8786	104	28	pursue	pursue	VERB
spir-8786	104	29	.	.	PUNCT
spir-8786	104	30	      	      	SPACE
spir-8786	104	31	obscuring	obscure	VERB
spir-8786	104	32	 	 	SPACE
spir-8786	104	33	negative	negative	ADJ
spir-8786	104	34	 	 	SPACE
spir-8786	104	35	social	social	ADJ
spir-8786	104	36	 	 	SPACE
spir-8786	104	37	dynamics	dynamic	NOUN
spir-8786	104	38	 	 	SPACE
spir-8786	104	39	may	may	AUX
spir-8786	104	40	 	 	SPACE
spir-8786	104	41	benefit	benefit	VERB
spir-8786	104	42	 	 	SPACE
spir-8786	104	43	the	the	DET
spir-8786	104	44	 	 	SPACE
spir-8786	104	45	advertiser-­friendly	advertiser-­friendly	ADV
spir-8786	104	46	 	 	SPACE
spir-8786	104	47	atmosphere	atmosphere	NOUN
spir-8786	104	48	  	  	SPACE
spir-8786	104	49	snss	sns	NOUN
spir-8786	104	50	 	 	SPACE
spir-8786	104	51	try	try	VERB
spir-8786	104	52	 	 	SPACE
spir-8786	104	53	to	to	PART
spir-8786	104	54	 	 	SPACE
spir-8786	104	55	create	create	VERB
spir-8786	104	56	,	,	PUNCT
spir-8786	104	57	 	 	SPACE
spir-8786	104	58	but	but	CCONJ
spir-8786	104	59	 	 	SPACE
spir-8786	104	60	it	it	PRON
spir-8786	104	61	 	 	SPACE
spir-8786	104	62	comes	come	VERB
spir-8786	104	63	 	 	SPACE
spir-8786	104	64	at	at	ADP
spir-8786	104	65	 	 	SPACE
spir-8786	104	66	the	the	DET
spir-8786	104	67	 	 	SPACE
spir-8786	104	68	price	price	NOUN
spir-8786	104	69	 	 	SPACE
spir-8786	104	70	of	of	ADP
spir-8786	104	71	 	 	SPACE
spir-8786	104	72	misrepresenting	misrepresent	VERB
spir-8786	104	73	 	 	SPACE
spir-8786	104	74	social	social	ADJ
spir-8786	104	75	 	 	SPACE
spir-8786	104	76	realities	reality	NOUN
spir-8786	104	77	—	—	PUNCT
spir-8786	104	78	imagine	imagine	VERB
spir-8786	104	79	  	  	SPACE
spir-8786	104	80	if	if	SCONJ
spir-8786	104	81	 	 	SPACE
spir-8786	104	82	stock	stock	NOUN
spir-8786	104	83	 	 	SPACE
spir-8786	104	84	markets	market	NOUN
spir-8786	104	85	 	 	SPACE
spir-8786	104	86	only	only	ADV
spir-8786	104	87	 	 	SPACE
spir-8786	104	88	reported	report	VERB
spir-8786	104	89	 	 	SPACE
spir-8786	104	90	on	on	ADP
spir-8786	104	91	 	 	SPACE
spir-8786	104	92	prices	price	NOUN
spir-8786	104	93	 	 	SPACE
spir-8786	104	94	rising	rise	VERB
spir-8786	104	95	.	.	PUNCT
spir-8786	104	96	 	 	SPACE
spir-8786	105	1	the	the	DET
spir-8786	105	2	 	 	SPACE
spir-8786	105	3	deeper	deep	ADJ
spir-8786	105	4	 	 	SPACE
spir-8786	105	5	implications	implication	NOUN
spir-8786	105	6	 	 	SPACE
spir-8786	105	7	of	of	ADP
spir-8786	105	8	 	 	SPACE
spir-8786	105	9	various	various	ADJ
spir-8786	105	10	  	  	SPACE
spir-8786	105	11	1	1	NUM
spir-8786	105	12	 	 	SPACE
spir-8786	105	13	the	the	DET
spir-8786	105	14	 	 	SPACE
spir-8786	105	15	snss	sns	NOUN
spir-8786	105	16	 	 	SPACE
spir-8786	105	17	are	be	AUX
spir-8786	105	18	:	:	PUNCT
spir-8786	105	19	 	 	SPACE
spir-8786	105	20	facebook	facebook	NOUN
spir-8786	105	21	,	,	PUNCT
spir-8786	105	22	 	 	SPACE
spir-8786	105	23	google+	google+	NOUN
spir-8786	105	24	,	,	PUNCT
spir-8786	105	25	 	 	SPACE
spir-8786	105	26	twitter	twitter	NOUN
spir-8786	105	27	,	,	PUNCT
spir-8786	105	28	 	 	SPACE
spir-8786	105	29	linkedin	linkedin	NOUN
spir-8786	105	30	,	,	PUNCT
spir-8786	105	31	 	 	SPACE
spir-8786	105	32	sina	sina	PROPN
spir-8786	105	33	 	 	SPACE
spir-8786	105	34	weibo	weibo	PROPN
spir-8786	105	35	,	,	PUNCT
spir-8786	105	36	 	 	SPACE
spir-8786	105	37	livejournal	livejournal	NOUN
spir-8786	105	38	,	,	PUNCT
spir-8786	105	39	 	 	SPACE
spir-8786	105	40	habbo	habbo	NOUN
spir-8786	105	41	,	,	PUNCT
spir-8786	105	42	 	 	SPACE
spir-8786	105	43	foursquare	foursquare	NOUN
spir-8786	105	44	,	,	PUNCT
spir-8786	105	45	  	  	SPACE
spir-8786	105	46	flickr	flickr	PROPN
spir-8786	105	47	,	,	PUNCT
spir-8786	105	48	 	 	SPACE
spir-8786	105	49	pinterest	pinter	ADJ
spir-8786	105	50	,	,	PUNCT
spir-8786	105	51	 	 	SPACE
spir-8786	105	52	instagram	instagram	PROPN
spir-8786	105	53	,	,	PUNCT
spir-8786	105	54	 	 	SPACE
spir-8786	105	55	tumblr	tumblr	ADJ
spir-8786	105	56	.	.	PUNCT
spir-8786	105	57	  	  	SPACE
spir-8786	106	1	conflicts	conflict	NOUN
spir-8786	106	2	 	 	SPACE
spir-8786	106	3	may	may	AUX
spir-8786	106	4	 	 	SPACE
spir-8786	106	5	be	be	AUX
spir-8786	106	6	 	 	SPACE
spir-8786	106	7	hidden	hide	VERB
spir-8786	106	8	 	 	SPACE
spir-8786	106	9	behind	behind	ADP
spir-8786	106	10	 	 	SPACE
spir-8786	106	11	this	this	DET
spir-8786	106	12	 	 	SPACE
spir-8786	106	13	façade	façade	NOUN
spir-8786	106	14	 	 	SPACE
spir-8786	106	15	of	of	ADP
spir-8786	106	16	 	 	SPACE
spir-8786	106	17	connectivity	connectivity	NOUN
spir-8786	106	18	 	 	SPACE
spir-8786	106	19	and	and	CCONJ
spir-8786	106	20	 	 	SPACE
spir-8786	106	21	positivity	positivity	NOUN
spir-8786	106	22	,	,	PUNCT
spir-8786	106	23	 	 	SPACE
spir-8786	106	24	and	and	CCONJ
spir-8786	106	25	 	 	SPACE
spir-8786	106	26	this	this	PRON
spir-8786	106	27	 	 	SPACE
spir-8786	106	28	should	should	AUX
spir-8786	106	29	  	  	SPACE
spir-8786	106	30	be	be	AUX
spir-8786	106	31	 	 	SPACE
spir-8786	106	32	a	a	DET
spir-8786	106	33	 	 	SPACE
spir-8786	106	34	concern	concern	NOUN
spir-8786	106	35	 	 	SPACE
spir-8786	106	36	for	for	ADP
spir-8786	106	37	 	 	SPACE
spir-8786	106	38	society	society	NOUN
spir-8786	106	39	 	 	SPACE
spir-8786	106	40	at	at	ADP
spir-8786	106	41	 	 	SPACE
spir-8786	106	42	large	large	ADJ
spir-8786	106	43	 	 	SPACE
spir-8786	106	44	but	but	CCONJ
spir-8786	106	45	 	 	SPACE
spir-8786	106	46	even	even	ADV
spir-8786	106	47	 	 	SPACE
spir-8786	106	48	more	more	ADJ
spir-8786	106	49	 	 	SPACE
spir-8786	106	50	so	so	ADV
spir-8786	106	51	 	 	SPACE
spir-8786	106	52	to	to	ADP
spir-8786	106	53	 	 	SPACE
spir-8786	106	54	the	the	DET
spir-8786	106	55	 	 	SPACE
spir-8786	106	56	academic	academic	ADJ
spir-8786	106	57	 	 	SPACE
spir-8786	106	58	endeavors	endeavor	NOUN
spir-8786	106	59	 	 	SPACE
spir-8786	106	60	utilizing	utilize	VERB
spir-8786	106	61	  	  	SPACE
spir-8786	106	62	snss	sns	NOUN
spir-8786	106	63	’	'	PUNCT
spir-8786	106	64	 	 	SPACE
spir-8786	106	65	apis	apis	PROPN
spir-8786	106	66	 	 	SPACE
spir-8786	106	67	for	for	ADP
spir-8786	106	68	 	 	SPACE
spir-8786	106	69	social	social	ADJ
spir-8786	106	70	 	 	SPACE
spir-8786	106	71	science	science	NOUN
spir-8786	106	72	.	.	PUNCT
spir-8786	106	73	            	            	SPACE
spir-8786	107	1	references	reference	NOUN
spir-8786	107	2	    	    	SPACE
spir-8786	107	3	baym	baym	ADV
spir-8786	107	4	,	,	PUNCT
spir-8786	107	5	 	 	SPACE
spir-8786	107	6	n.	n.	PROPN
spir-8786	107	7	 	 	SPACE
spir-8786	107	8	k.	k.	PROPN
spir-8786	107	9	 	 	SPACE
spir-8786	107	10	(	(	PUNCT
spir-8786	107	11	2013	2013	NUM
spir-8786	107	12	)	)	PUNCT
spir-8786	107	13	.	.	PUNCT
spir-8786	107	14	 	 	SPACE
spir-8786	108	1	data	datum	NOUN
spir-8786	108	2	 	 	SPACE
spir-8786	108	3	not	not	PART
spir-8786	108	4	 	 	SPACE
spir-8786	108	5	seen	see	VERB
spir-8786	108	6	:	:	PUNCT
spir-8786	108	7	 	 	SPACE
spir-8786	108	8	the	the	DET
spir-8786	108	9	 	 	SPACE
spir-8786	108	10	uses	use	VERB
spir-8786	108	11	 	 	SPACE
spir-8786	108	12	and	and	CCONJ
spir-8786	108	13	 	 	SPACE
spir-8786	108	14	shortcomings	shortcoming	NOUN
spir-8786	108	15	 	 	SPACE
spir-8786	108	16	of	of	ADP
spir-8786	108	17	 	 	SPACE
spir-8786	108	18	social	social	ADJ
spir-8786	108	19	 	 	SPACE
spir-8786	108	20	media	medium	NOUN
spir-8786	108	21	 	 	SPACE
spir-8786	108	22	metrics	metric	NOUN
spir-8786	108	23	.	.	PUNCT
spir-8786	108	24	  	  	SPACE
spir-8786	109	1	first	first	ADV
spir-8786	109	2	 	 	SPACE
spir-8786	109	3	monday	monday	PROPN
spir-8786	109	4	,	,	PUNCT
spir-8786	109	5	 	 	SPACE
spir-8786	109	6	18(10	18(10	NUM
spir-8786	109	7	)	)	PUNCT
spir-8786	109	8	.	.	PUNCT
spir-8786	109	9	    	    	SPACE
spir-8786	109	10	bodle	bodle	VERB
spir-8786	109	11	,	,	PUNCT
spir-8786	109	12	 	 	SPACE
spir-8786	109	13	r.	r.	PROPN
spir-8786	109	14	 	 	SPACE
spir-8786	109	15	(	(	PUNCT
spir-8786	109	16	2011	2011	NUM
spir-8786	109	17	)	)	PUNCT
spir-8786	109	18	.	.	PUNCT
spir-8786	109	19	 	 	SPACE
spir-8786	110	1	regimes	regime	NOUN
spir-8786	110	2	 	 	SPACE
spir-8786	110	3	of	of	ADP
spir-8786	110	4	 	 	SPACE
spir-8786	110	5	sharing	sharing	NOUN
spir-8786	110	6	:	:	PUNCT
spir-8786	110	7	 	 	SPACE
spir-8786	110	8	open	open	VERB
spir-8786	110	9	 	 	SPACE
spir-8786	110	10	apis	apis	ADJ
spir-8786	110	11	,	,	PUNCT
spir-8786	110	12	 	 	SPACE
spir-8786	110	13	interoperability	interoperability	NOUN
spir-8786	110	14	,	,	PUNCT
spir-8786	110	15	 	 	SPACE
spir-8786	110	16	and	and	CCONJ
spir-8786	110	17	 	 	SPACE
spir-8786	110	18	facebook	facebook	NOUN
spir-8786	110	19	.	.	PUNCT
spir-8786	110	20	  	  	SPACE
spir-8786	111	1	information	information	NOUN
spir-8786	111	2	,	,	PUNCT
spir-8786	111	3	 	 	SPACE
spir-8786	111	4	communication	communication	NOUN
spir-8786	111	5	 	 	SPACE
spir-8786	111	6	&	&	CCONJ
spir-8786	111	7	 	 	SPACE
spir-8786	111	8	society	society	NOUN
spir-8786	111	9	,	,	PUNCT
spir-8786	111	10	 	 	SPACE
spir-8786	111	11	14(3	14(3	NUM
spir-8786	111	12	)	)	PUNCT
spir-8786	111	13	,	,	PUNCT
spir-8786	111	14	 	 	SPACE
spir-8786	111	15	320-­337	320-­337	NUM
spir-8786	111	16	.	.	PUNCT
spir-8786	111	17	    	    	SPACE
spir-8786	111	18	boyd	boyd	PROPN
spir-8786	111	19	,	,	PUNCT
spir-8786	111	20	 	 	SPACE
spir-8786	111	21	d.	d.	PROPN
spir-8786	111	22	,	,	PUNCT
spir-8786	111	23	 	 	SPACE
spir-8786	111	24	&	&	CCONJ
spir-8786	111	25	 	 	SPACE
spir-8786	111	26	crawford	crawford	PROPN
spir-8786	111	27	,	,	PUNCT
spir-8786	111	28	 	 	SPACE
spir-8786	111	29	k.	k.	PROPN
spir-8786	111	30	 	 	SPACE
spir-8786	111	31	(	(	PUNCT
spir-8786	111	32	2012	2012	NUM
spir-8786	111	33	)	)	PUNCT
spir-8786	111	34	.	.	PUNCT
spir-8786	111	35	 	 	SPACE
spir-8786	112	1	critical	critical	ADJ
spir-8786	112	2	 	 	SPACE
spir-8786	112	3	questions	question	NOUN
spir-8786	112	4	 	 	SPACE
spir-8786	112	5	for	for	ADP
spir-8786	112	6	 	 	SPACE
spir-8786	112	7	big	big	ADJ
spir-8786	112	8	 	 	SPACE
spir-8786	112	9	data	datum	NOUN
spir-8786	112	10	:	:	PUNCT
spir-8786	112	11	 	 	SPACE
spir-8786	112	12	provocations	provocation	NOUN
spir-8786	112	13	 	 	SPACE
spir-8786	112	14	for	for	ADP
spir-8786	112	15	 	 	SPACE
spir-8786	112	16	a	a	DET
spir-8786	112	17	  	  	SPACE
spir-8786	112	18	cultural	cultural	ADJ
spir-8786	112	19	,	,	PUNCT
spir-8786	112	20	 	 	SPACE
spir-8786	112	21	technological	technological	ADJ
spir-8786	112	22	,	,	PUNCT
spir-8786	112	23	 	 	SPACE
spir-8786	112	24	and	and	CCONJ
spir-8786	112	25	 	 	SPACE
spir-8786	112	26	scholarly	scholarly	ADJ
spir-8786	112	27	 	 	SPACE
spir-8786	112	28	phenomenon	phenomenon	NOUN
spir-8786	112	29	.	.	PUNCT
spir-8786	112	30	 	 	SPACE
spir-8786	113	1	information	information	NOUN
spir-8786	113	2	,	,	PUNCT
spir-8786	113	3	 	 	SPACE
spir-8786	113	4	communication	communication	NOUN
spir-8786	113	5	  	  	SPACE
spir-8786	113	6	&	&	CCONJ
spir-8786	113	7	 	 	SPACE
spir-8786	113	8	society	society	NOUN
spir-8786	113	9	,	,	PUNCT
spir-8786	113	10	 	 	SPACE
spir-8786	113	11	15(5	15(5	NUM
spir-8786	113	12	)	)	PUNCT
spir-8786	113	13	,	,	PUNCT
spir-8786	113	14	 	 	SPACE
spir-8786	113	15	662-­679	662-­679	PROPN
spir-8786	113	16	.	.	PUNCT
spir-8786	113	17	    	    	SPACE
spir-8786	113	18	bruns	brun	NOUN
spir-8786	113	19	,	,	PUNCT
spir-8786	113	20	 	 	SPACE
spir-8786	113	21	a.	a.	NOUN
spir-8786	113	22	 	 	SPACE
spir-8786	113	23	(	(	PUNCT
spir-8786	113	24	2013	2013	NUM
spir-8786	113	25	)	)	PUNCT
spir-8786	113	26	.	.	PUNCT
spir-8786	113	27	 	 	SPACE
spir-8786	114	1	faster	fast	ADV
spir-8786	114	2	 	 	SPACE
spir-8786	114	3	than	than	ADP
spir-8786	114	4	 	 	SPACE
spir-8786	114	5	the	the	DET
spir-8786	114	6	 	 	SPACE
spir-8786	114	7	speed	speed	NOUN
spir-8786	114	8	 	 	SPACE
spir-8786	114	9	of	of	ADP
spir-8786	114	10	 	 	SPACE
spir-8786	114	11	print	print	NOUN
spir-8786	114	12	:	:	PUNCT
spir-8786	114	13	 	 	SPACE
spir-8786	114	14	reconciling	reconcile	VERB
spir-8786	114	15	 	 	SPACE
spir-8786	114	16	‘	'	PUNCT
spir-8786	114	17	big	big	ADJ
spir-8786	114	18	 	 	SPACE
spir-8786	114	19	data’social	data’social	ADJ
spir-8786	114	20	 	 	SPACE
spir-8786	114	21	media	medium	NOUN
spir-8786	114	22	  	  	SPACE
spir-8786	114	23	analysis	analysis	NOUN
spir-8786	114	24	 	 	SPACE
spir-8786	114	25	and	and	CCONJ
spir-8786	114	26	 	 	SPACE
spir-8786	114	27	academic	academic	ADJ
spir-8786	114	28	 	 	SPACE
spir-8786	114	29	scholarship	scholarship	NOUN
spir-8786	114	30	.	.	PUNCT
spir-8786	114	31	 	 	SPACE
spir-8786	115	1	first	first	ADV
spir-8786	115	2	 	 	SPACE
spir-8786	115	3	monday	monday	PROPN
spir-8786	115	4	,	,	PUNCT
spir-8786	115	5	 	 	SPACE
spir-8786	115	6	18(10	18(10	NUM
spir-8786	115	7	)	)	PUNCT
spir-8786	115	8	.	.	PUNCT
spir-8786	115	9	    	    	SPACE
spir-8786	116	1	bruns	brun	NOUN
spir-8786	116	2	,	,	PUNCT
spir-8786	116	3	 	 	SPACE
spir-8786	116	4	a.	a.	NOUN
spir-8786	116	5	,	,	PUNCT
spir-8786	116	6	 	 	SPACE
spir-8786	116	7	&	&	CCONJ
spir-8786	116	8	 	 	SPACE
spir-8786	116	9	burgess	burgess	NOUN
spir-8786	116	10	,	,	PUNCT
spir-8786	116	11	 	 	SPACE
spir-8786	116	12	j.	j.	PROPN
spir-8786	116	13	 	 	SPACE
spir-8786	116	14	(	(	PUNCT
spir-8786	116	15	2016	2016	NUM
spir-8786	116	16	)	)	PUNCT
spir-8786	116	17	.	.	PUNCT
spir-8786	116	18	 	 	SPACE
spir-8786	117	1	methodological	methodological	ADJ
spir-8786	117	2	 	 	SPACE
spir-8786	117	3	innovation	innovation	NOUN
spir-8786	117	4	 	 	SPACE
spir-8786	117	5	in	in	ADP
spir-8786	117	6	 	 	SPACE
spir-8786	117	7	precarious	precarious	ADJ
spir-8786	117	8	 	 	SPACE
spir-8786	117	9	spaces	space	NOUN
spir-8786	117	10	:	:	PUNCT
spir-8786	117	11	 	 	SPACE
spir-8786	117	12	the	the	DET
spir-8786	117	13	  	  	SPACE
spir-8786	117	14	case	case	NOUN
spir-8786	117	15	 	 	SPACE
spir-8786	117	16	of	of	ADP
spir-8786	117	17	 	 	SPACE
spir-8786	117	18	twitter	twitter	NOUN
spir-8786	117	19	.	.	PUNCT
spir-8786	117	20	 	 	SPACE
spir-8786	118	1	in	in	ADP
spir-8786	118	2	 	 	SPACE
spir-8786	118	3	h.	h.	PROPN
spir-8786	118	4	 	 	SPACE
spir-8786	118	5	snee	snee	PROPN
spir-8786	118	6	,	,	PUNCT
spir-8786	118	7	 	 	SPACE
spir-8786	118	8	c.	c.	PROPN
spir-8786	118	9	 	 	SPACE
spir-8786	118	10	hine	hine	PROPN
spir-8786	118	11	,	,	PUNCT
spir-8786	118	12	 	 	SPACE
spir-8786	118	13	y.	y.	NOUN
spir-8786	118	14	 	 	SPACE
spir-8786	118	15	morey	morey	PROPN
spir-8786	118	16	,	,	PUNCT
spir-8786	118	17	 	 	SPACE
spir-8786	118	18	s.	s.	PROPN
spir-8786	118	19	 	 	SPACE
spir-8786	118	20	roberts	roberts	PROPN
spir-8786	118	21	,	,	PUNCT
spir-8786	118	22	 	 	SPACE
spir-8786	118	23	&	&	CCONJ
spir-8786	118	24	 	 	SPACE
spir-8786	118	25	h.	h.	PROPN
spir-8786	118	26	 	 	SPACE
spir-8786	118	27	watson	watson	PROPN
spir-8786	118	28	 	 	SPACE
spir-8786	118	29	(	(	PUNCT
spir-8786	118	30	eds	ed	NOUN
spir-8786	118	31	.	.	PUNCT
spir-8786	118	32	)	)	PUNCT
spir-8786	118	33	,	,	PUNCT
spir-8786	118	34	  	  	SPACE
spir-8786	118	35	digital	digital	ADJ
spir-8786	118	36	 	 	SPACE
spir-8786	118	37	methods	method	NOUN
spir-8786	118	38	 	 	SPACE
spir-8786	118	39	for	for	ADP
spir-8786	118	40	 	 	SPACE
spir-8786	118	41	social	social	ADJ
spir-8786	118	42	 	 	SPACE
spir-8786	118	43	science	science	NOUN
spir-8786	118	44	:	:	PUNCT
spir-8786	118	45	 	 	SPACE
spir-8786	118	46	an	an	DET
spir-8786	118	47	 	 	SPACE
spir-8786	118	48	interdisciplinary	interdisciplinary	ADJ
spir-8786	118	49	 	 	SPACE
spir-8786	118	50	guide	guide	NOUN
spir-8786	118	51	 	 	SPACE
spir-8786	118	52	to	to	PART
spir-8786	118	53	 	 	SPACE
spir-8786	118	54	research	research	NOUN
spir-8786	118	55	  	  	SPACE
spir-8786	118	56	innovation	innovation	NOUN
spir-8786	118	57	 	 	SPACE
spir-8786	118	58	(	(	PUNCT
spir-8786	118	59	pp	pp	ADJ
spir-8786	118	60	.	.	PUNCT
spir-8786	118	61	 	 	SPACE
spir-8786	118	62	17-­33	17-­33	NUM
spir-8786	118	63	)	)	PUNCT
spir-8786	118	64	.	.	PUNCT
spir-8786	118	65	 	 	SPACE
spir-8786	119	1	london	london	PROPN
spir-8786	119	2	:	:	PUNCT
spir-8786	119	3	 	 	SPACE
spir-8786	119	4	palgrave	palgrave	PROPN
spir-8786	119	5	 	 	SPACE
spir-8786	119	6	macmillan	macmillan	PROPN
spir-8786	119	7	.	.	PUNCT
spir-8786	119	8	  	  	SPACE
spir-8786	119	9	bucher	bucher	PROPN
spir-8786	119	10	,	,	PUNCT
spir-8786	119	11	 	 	SPACE
spir-8786	119	12	t.	t.	NOUN
spir-8786	119	13	 	 	SPACE
spir-8786	119	14	(	(	PUNCT
spir-8786	119	15	2013	2013	NUM
spir-8786	119	16	)	)	PUNCT
spir-8786	119	17	.	.	PUNCT
spir-8786	119	18	 	 	SPACE
spir-8786	120	1	objects	object	VERB
spir-8786	120	2	 	 	SPACE
spir-8786	120	3	of	of	ADP
spir-8786	120	4	 	 	SPACE
spir-8786	120	5	intense	intense	ADJ
spir-8786	120	6	 	 	SPACE
spir-8786	120	7	feeling	feeling	NOUN
spir-8786	120	8	:	:	PUNCT
spir-8786	120	9	 	 	SPACE
spir-8786	120	10	the	the	DET
spir-8786	120	11	 	 	SPACE
spir-8786	120	12	case	case	NOUN
spir-8786	120	13	 	 	SPACE
spir-8786	120	14	of	of	ADP
spir-8786	120	15	 	 	SPACE
spir-8786	120	16	the	the	DET
spir-8786	120	17	 	 	SPACE
spir-8786	120	18	twitter	twitter	NOUN
spir-8786	120	19	 	 	SPACE
spir-8786	120	20	apis	apis	PROPN
spir-8786	120	21	.	.	PUNCT
spir-8786	120	22	  	  	SPACE
spir-8786	120	23	computational	computational	ADJ
spir-8786	120	24	 	 	SPACE
spir-8786	120	25	culture	culture	NOUN
spir-8786	120	26	,	,	PUNCT
spir-8786	120	27	 	 	SPACE
spir-8786	120	28	3	3	NUM
spir-8786	120	29	.	.	PUNCT
spir-8786	120	30	    	    	SPACE
spir-8786	120	31	burgess	burgess	NOUN
spir-8786	120	32	,	,	PUNCT
spir-8786	120	33	 	 	SPACE
spir-8786	120	34	j.	j.	PROPN
spir-8786	120	35	,	,	PUNCT
spir-8786	120	36	 	 	SPACE
spir-8786	120	37	&	&	CCONJ
spir-8786	120	38	 	 	SPACE
spir-8786	120	39	bruns	brun	NOUN
spir-8786	120	40	,	,	PUNCT
spir-8786	120	41	 	 	SPACE
spir-8786	120	42	a.	a.	NOUN
spir-8786	120	43	 	 	SPACE
spir-8786	120	44	(	(	PUNCT
spir-8786	120	45	2015	2015	NUM
spir-8786	120	46	)	)	PUNCT
spir-8786	120	47	.	.	PUNCT
spir-8786	120	48	 	 	SPACE
spir-8786	121	1	easy	easy	ADJ
spir-8786	121	2	 	 	SPACE
spir-8786	121	3	data	datum	NOUN
spir-8786	121	4	,	,	PUNCT
spir-8786	121	5	 	 	SPACE
spir-8786	121	6	hard	hard	ADJ
spir-8786	121	7	 	 	SPACE
spir-8786	121	8	data	datum	NOUN
spir-8786	121	9	 	 	SPACE
spir-8786	121	10	:	:	PUNCT
spir-8786	121	11	 	 	SPACE
spir-8786	121	12	the	the	DET
spir-8786	121	13	 	 	SPACE
spir-8786	121	14	politics	politic	NOUN
spir-8786	121	15	 	 	SPACE
spir-8786	121	16	and	and	CCONJ
spir-8786	121	17	 	 	SPACE
spir-8786	121	18	pragmatics	pragmatic	NOUN
spir-8786	121	19	 	 	SPACE
spir-8786	121	20	of	of	ADP
spir-8786	121	21	  	  	SPACE
spir-8786	121	22	twitter	twitter	NOUN
spir-8786	121	23	 	 	SPACE
spir-8786	121	24	research	research	NOUN
spir-8786	121	25	 	 	SPACE
spir-8786	121	26	after	after	ADP
spir-8786	121	27	 	 	SPACE
spir-8786	121	28	the	the	DET
spir-8786	121	29	 	 	SPACE
spir-8786	121	30	computational	computational	ADJ
spir-8786	121	31	 	 	SPACE
spir-8786	121	32	turn	turn	NOUN
spir-8786	121	33	.	.	PUNCT
spir-8786	121	34	 	 	SPACE
spir-8786	122	1	in	in	ADP
spir-8786	122	2	 	 	SPACE
spir-8786	122	3	g.	g.	PROPN
spir-8786	122	4	 	 	SPACE
spir-8786	122	5	langlois	langlois	PROPN
spir-8786	122	6	,	,	PUNCT
spir-8786	122	7	 	 	SPACE
spir-8786	122	8	j.	j.	PROPN
spir-8786	122	9	 	 	SPACE
spir-8786	122	10	redden	redden	VERB
spir-8786	122	11	,	,	PUNCT
spir-8786	122	12	 	 	SPACE
spir-8786	122	13	&	&	CCONJ
spir-8786	122	14	 	 	SPACE
spir-8786	122	15	g.	g.	PROPN
spir-8786	122	16	  	  	SPACE
spir-8786	122	17	elmer	elmer	PROPN
spir-8786	122	18	 	 	SPACE
spir-8786	122	19	(	(	PUNCT
spir-8786	122	20	eds	ed	NOUN
spir-8786	122	21	.	.	PUNCT
spir-8786	122	22	)	)	PUNCT
spir-8786	122	23	,	,	PUNCT
spir-8786	122	24	 	 	SPACE
spir-8786	122	25	compromised	compromise	VERB
spir-8786	122	26	 	 	SPACE
spir-8786	122	27	data	datum	NOUN
spir-8786	122	28	 	 	SPACE
spir-8786	122	29	:	:	PUNCT
spir-8786	122	30	 	 	SPACE
spir-8786	122	31	from	from	ADP
spir-8786	122	32	 	 	SPACE
spir-8786	122	33	social	social	ADJ
spir-8786	122	34	 	 	SPACE
spir-8786	122	35	media	medium	NOUN
spir-8786	122	36	 	 	SPACE
spir-8786	122	37	to	to	ADP
spir-8786	122	38	 	 	SPACE
spir-8786	122	39	big	big	ADJ
spir-8786	122	40	 	 	SPACE
spir-8786	122	41	data	datum	NOUN
spir-8786	122	42	 	 	SPACE
spir-8786	122	43	(	(	PUNCT
spir-8786	122	44	pp	pp	ADJ
spir-8786	122	45	.	.	PUNCT
spir-8786	122	46	 	 	SPACE
spir-8786	123	1	93-­111	93-­111	NUM
spir-8786	123	2	)	)	PUNCT
spir-8786	123	3	.	.	PUNCT
spir-8786	123	4	  	  	SPACE
spir-8786	124	1	london	london	PROPN
spir-8786	124	2	:	:	PUNCT
spir-8786	124	3	 	 	SPACE
spir-8786	124	4	bloomsbury	bloomsbury	NOUN
spir-8786	124	5	 	 	SPACE
spir-8786	124	6	publishing	publishing	NOUN
spir-8786	124	7	.	.	PUNCT
spir-8786	124	8	  	  	SPACE
spir-8786	124	9	gerlitz	gerlitz	PROPN
spir-8786	124	10	,	,	PUNCT
spir-8786	124	11	 	 	SPACE
spir-8786	124	12	c.	c.	NOUN
spir-8786	124	13	,	,	PUNCT
spir-8786	124	14	 	 	SPACE
spir-8786	124	15	&	&	CCONJ
spir-8786	124	16	 	 	SPACE
spir-8786	124	17	helmond	helmond	NOUN
spir-8786	124	18	,	,	PUNCT
spir-8786	124	19	 	 	SPACE
spir-8786	124	20	a.	a.	NOUN
spir-8786	124	21	 	 	SPACE
spir-8786	124	22	(	(	PUNCT
spir-8786	124	23	2013	2013	NUM
spir-8786	124	24	)	)	PUNCT
spir-8786	124	25	.	.	PUNCT
spir-8786	124	26	 	 	SPACE
spir-8786	125	1	the	the	DET
spir-8786	125	2	 	 	SPACE
spir-8786	125	3	like	like	ADJ
spir-8786	125	4	 	 	SPACE
spir-8786	125	5	economy	economy	NOUN
spir-8786	125	6	:	:	PUNCT
spir-8786	125	7	 	 	SPACE
spir-8786	125	8	social	social	ADJ
spir-8786	125	9	 	 	SPACE
spir-8786	125	10	buttons	button	NOUN
spir-8786	125	11	 	 	SPACE
spir-8786	125	12	and	and	CCONJ
spir-8786	125	13	 	 	SPACE
spir-8786	125	14	the	the	DET
spir-8786	125	15	 	 	SPACE
spir-8786	125	16	data-­	data-­	VERB
spir-8786	125	17	intensive	intensive	ADJ
spir-8786	125	18	 	 	SPACE
spir-8786	125	19	web	web	NOUN
spir-8786	125	20	.	.	PUNCT
spir-8786	125	21	 	 	SPACE
spir-8786	125	22	new	new	ADJ
spir-8786	125	23	 	 	SPACE
spir-8786	125	24	media	medium	NOUN
spir-8786	125	25	 	 	SPACE
spir-8786	125	26	&	&	CCONJ
spir-8786	125	27	 	 	SPACE
spir-8786	125	28	society	society	NOUN
spir-8786	125	29	,	,	PUNCT
spir-8786	125	30	 	 	SPACE
spir-8786	125	31	1461444812472322	1461444812472322	NUM
spir-8786	125	32	.	.	PUNCT
spir-8786	125	33	    	    	SPACE
spir-8786	126	1	karppi	karppi	PROPN
spir-8786	126	2	,	,	PUNCT
spir-8786	126	3	 	 	SPACE
spir-8786	126	4	t.	t.	NOUN
spir-8786	126	5	 	 	SPACE
spir-8786	126	6	(	(	PUNCT
spir-8786	126	7	2014	2014	NUM
spir-8786	126	8	)	)	PUNCT
spir-8786	126	9	.	.	PUNCT
spir-8786	126	10	 	 	SPACE
spir-8786	127	1	disconnect	disconnect	PROPN
spir-8786	127	2	.	.	PUNCT
spir-8786	127	3	 	 	SPACE
spir-8786	128	1	me	i	PRON
spir-8786	128	2	.	.	PUNCT
spir-8786	128	3	 	 	SPACE
spir-8786	128	4	user	user	NOUN
spir-8786	128	5	 	 	SPACE
spir-8786	128	6	engagement	engagement	NOUN
spir-8786	128	7	 	 	SPACE
spir-8786	128	8	and	and	CCONJ
spir-8786	128	9	 	 	SPACE
spir-8786	128	10	facebook	facebook	NOUN
spir-8786	128	11	.	.	PUNCT
spir-8786	128	12	 	 	SPACE
spir-8786	128	13	(	(	PUNCT
spir-8786	128	14	phd	phd	NOUN
spir-8786	128	15	)	)	PUNCT
spir-8786	128	16	,	,	PUNCT
spir-8786	128	17	 	 	SPACE
spir-8786	128	18	university	university	NOUN
spir-8786	128	19	  	  	SPACE
spir-8786	128	20	of	of	ADP
spir-8786	128	21	 	 	SPACE
spir-8786	128	22	turku	turku	PROPN
spir-8786	128	23	,	,	PUNCT
spir-8786	128	24	 	 	SPACE
spir-8786	128	25	turku	turku	PROPN
spir-8786	128	26	.	.	PUNCT
spir-8786	128	27	 	 	SPACE
spir-8786	128	28	retrieved	retrieve	VERB
spir-8786	128	29	 	 	SPACE
spir-8786	128	30	from	from	ADP
spir-8786	128	31	  	  	SPACE
spir-8786	128	32	http://www.doria.fi/bitstream/handle/10024/95616/annalesb376karppi.pdf	http://www.doria.fi/bitstream/handle/10024/95616/annalesb376karppi.pdf	PROPN
spir-8786	128	33	      	      	SPACE
spir-8786	128	34	light	light	NOUN
spir-8786	128	35	,	,	PUNCT
spir-8786	128	36	 	 	SPACE
spir-8786	128	37	b.	b.	PROPN
spir-8786	128	38	 	 	SPACE
spir-8786	128	39	(	(	PUNCT
spir-8786	128	40	2014	2014	NUM
spir-8786	128	41	)	)	PUNCT
spir-8786	128	42	.	.	PUNCT
spir-8786	128	43	 	 	SPACE
spir-8786	129	1	disconnecting	disconnect	VERB
spir-8786	129	2	 	 	SPACE
spir-8786	129	3	with	with	ADP
spir-8786	129	4	 	 	SPACE
spir-8786	129	5	social	social	ADJ
spir-8786	129	6	 	 	SPACE
spir-8786	129	7	networking	network	VERB
spir-8786	129	8	 	 	SPACE
spir-8786	129	9	sites	site	NOUN
spir-8786	129	10	.	.	PUNCT
spir-8786	129	11	 	 	SPACE
spir-8786	130	1	basingstoke	basingstoke	PROPN
spir-8786	130	2	:	:	PUNCT
spir-8786	130	3	 	 	SPACE
spir-8786	130	4	palgrave	palgrave	PROPN
spir-8786	130	5	  	  	SPACE
spir-8786	130	6	macmillan	macmillan	PROPN
spir-8786	130	7	.	.	PUNCT
spir-8786	130	8	          	          	SPACE
spir-8786	131	1	3	3	X
spir-8786	131	2	.	.	PUNCT
spir-8786	131	3	 	 	SPACE
spir-8786	131	4	@rt	@rt	NOUN
spir-8786	131	5	#	#	NOUN
spir-8786	131	6	:	:	PUNCT
spir-8786	131	7	 	 	SPACE
spir-8786	131	8	towards	towards	ADP
spir-8786	131	9	 	 	SPACE
spir-8786	131	10	a	a	DET
spir-8786	131	11	 	 	SPACE
spir-8786	131	12	platform	platform	NOUN
spir-8786	131	13	 	 	SPACE
spir-8786	131	14	biography	biography	NOUN
spir-8786	131	15	 	 	SPACE
spir-8786	131	16	of	of	ADP
spir-8786	131	17	 	 	SPACE
spir-8786	131	18	twitter	twitter	NOUN
spir-8786	131	19	      	      	SPACE
spir-8786	131	20	jean	jean	PROPN
spir-8786	131	21	 	 	SPACE
spir-8786	131	22	burgess	burgess	PROPN
spir-8786	131	23	  	  	SPACE
spir-8786	131	24	queensland	queensland	PROPN
spir-8786	131	25	 	 	SPACE
spir-8786	131	26	university	university	NOUN
spir-8786	131	27	 	 	SPACE
spir-8786	131	28	of	of	ADP
spir-8786	131	29	 	 	SPACE
spir-8786	131	30	technology	technology	NOUN
spir-8786	131	31	 	 	SPACE
spir-8786	131	32	(	(	PUNCT
spir-8786	131	33	qut	qut	PROPN
spir-8786	131	34	)	)	PUNCT
spir-8786	131	35	    	    	SPACE
spir-8786	132	1	nancy	nancy	PROPN
spir-8786	132	2	 	 	SPACE
spir-8786	132	3	k.	k.	PROPN
spir-8786	132	4	 	 	SPACE
spir-8786	132	5	baym	baym	PROPN
spir-8786	132	6	  	  	SPACE
spir-8786	132	7	microsoft	microsoft	PROPN
spir-8786	132	8	 	 	SPACE
spir-8786	132	9	research	research	NOUN
spir-8786	132	10	    	    	SPACE
spir-8786	132	11	overview	overview	NOUN
spir-8786	132	12	    	    	SPACE
spir-8786	132	13	in	in	ADP
spir-8786	132	14	 	 	SPACE
spir-8786	132	15	late	late	ADJ
spir-8786	132	16	 	 	SPACE
spir-8786	132	17	2015	2015	NUM
spir-8786	132	18	,	,	PUNCT
spir-8786	132	19	 	 	SPACE
spir-8786	132	20	the	the	DET
spir-8786	132	21	 	 	SPACE
spir-8786	132	22	twitter	twitter	NOUN
spir-8786	132	23	 	 	SPACE
spir-8786	132	24	user	user	NOUN
spir-8786	132	25	 	 	SPACE
spir-8786	132	26	community	community	NOUN
spir-8786	132	27	 	 	SPACE
spir-8786	132	28	briefly	briefly	NOUN
spir-8786	132	29	 	 	SPACE
spir-8786	132	30	flared	flare	VERB
spir-8786	132	31	 	 	SPACE
spir-8786	132	32	up	up	ADP
spir-8786	132	33	 	 	SPACE
spir-8786	132	34	in	in	ADP
spir-8786	132	35	 	 	SPACE
spir-8786	132	36	passionate	passionate	ADJ
spir-8786	132	37	 	 	SPACE
spir-8786	132	38	reaction	reaction	NOUN
spir-8786	132	39	 	 	SPACE
spir-8786	132	40	to	to	PART
spir-8786	132	41	  	  	SPACE
spir-8786	132	42	changes	change	NOUN
spir-8786	132	43	 	 	SPACE
spir-8786	132	44	twitter	twitter	NOUN
spir-8786	132	45	 	 	SPACE
spir-8786	132	46	had	have	AUX
spir-8786	132	47	 	 	SPACE
spir-8786	132	48	made	make	VERB
spir-8786	132	49	 	 	SPACE
spir-8786	132	50	to	to	ADP
spir-8786	132	51	 	 	SPACE
spir-8786	132	52	the	the	DET
spir-8786	132	53	 	 	SPACE
spir-8786	132	54	platform	platform	NOUN
spir-8786	132	55	—	—	PUNCT
spir-8786	132	56	switching	switch	VERB
spir-8786	132	57	 	 	SPACE
spir-8786	132	58	out	out	ADP
spir-8786	132	59	 	 	SPACE
spir-8786	132	60	the	the	DET
spir-8786	132	61	 	 	SPACE
spir-8786	132	62	‘	'	PUNCT
spir-8786	132	63	favorite	favorite	ADJ
spir-8786	132	64	’	'	PUNCT
spir-8786	132	65	 	 	SPACE
spir-8786	132	66	star	star	NOUN
spir-8786	132	67	 	 	SPACE
spir-8786	132	68	and	and	CCONJ
spir-8786	132	69	 	 	SPACE
spir-8786	132	70	turning	turn	VERB
spir-8786	132	71	 	 	SPACE
spir-8786	132	72	it	it	PRON
spir-8786	132	73	  	  	SPACE
spir-8786	132	74	into	into	ADP
spir-8786	132	75	 	 	SPACE
spir-8786	132	76	a	a	DET
spir-8786	132	77	 	 	SPACE
spir-8786	132	78	‘	'	PUNCT
spir-8786	132	79	like	like	ADJ
spir-8786	132	80	’	'	PUNCT
spir-8786	132	81	 	 	SPACE
spir-8786	132	82	feature	feature	NOUN
spir-8786	132	83	 	 	SPACE
spir-8786	132	84	represented	represent	VERB
spir-8786	132	85	 	 	SPACE
spir-8786	132	86	by	by	ADP
spir-8786	132	87	 	 	SPACE
spir-8786	132	88	a	a	DET
spir-8786	132	89	 	 	SPACE
spir-8786	132	90	red	red	NOUN
spir-8786	132	91	 	 	SPACE
spir-8786	132	92	heart;;	heart;;	PROPN
spir-8786	132	93	 	 	SPACE
spir-8786	132	94	there	there	PRON
spir-8786	132	95	 	 	SPACE
spir-8786	132	96	has	have	AUX
spir-8786	132	97	 	 	SPACE
spir-8786	132	98	been	be	AUX
spir-8786	132	99	 	 	SPACE
spir-8786	132	100	a	a	DET
spir-8786	132	101	 	 	SPACE
spir-8786	132	102	steady	steady	ADJ
spir-8786	132	103	 	 	SPACE
spir-8786	132	104	stream	stream	NOUN
spir-8786	132	105	 	 	SPACE
spir-8786	132	106	of	of	ADP
spir-8786	132	107	 	 	SPACE
spir-8786	132	108	tech	tech	NOUN
spir-8786	132	109	  	  	SPACE
spir-8786	132	110	and	and	CCONJ
spir-8786	132	111	 	 	SPACE
spir-8786	132	112	mainstream	mainstream	NOUN
spir-8786	132	113	 	 	SPACE
spir-8786	132	114	media	medium	NOUN
spir-8786	132	115	 	 	SPACE
spir-8786	132	116	stories	story	NOUN
spir-8786	132	117	 	 	SPACE
spir-8786	132	118	on	on	ADP
spir-8786	132	119	 	 	SPACE
spir-8786	132	120	the	the	DET
spir-8786	132	121	 	 	SPACE
spir-8786	132	122	social	social	ADJ
spir-8786	132	123	 	 	SPACE
spir-8786	132	124	‘	'	PUNCT
spir-8786	132	125	decay	decay	NOUN
spir-8786	132	126	’	'	PUNCT
spir-8786	132	127	 	 	SPACE
spir-8786	132	128	and	and	CCONJ
spir-8786	132	129	 	 	SPACE
spir-8786	132	130	‘	'	PUNCT
spir-8786	132	131	death	death	NOUN
spir-8786	132	132	’	'	PUNCT
spir-8786	132	133	 	 	SPACE
spir-8786	132	134	of	of	ADP
spir-8786	132	135	 	 	SPACE
spir-8786	132	136	twitter	twitter	NOUN
spir-8786	132	137	 	 	SPACE
spir-8786	132	138	in	in	ADP
spir-8786	132	139	 	 	SPACE
spir-8786	132	140	a	a	DET
spir-8786	132	141	 	 	SPACE
spir-8786	132	142	range	range	NOUN
spir-8786	132	143	 	 	SPACE
spir-8786	132	144	of	of	ADP
spir-8786	132	145	  	  	SPACE
spir-8786	132	146	media	medium	NOUN
spir-8786	132	147	 	 	SPACE
spir-8786	132	148	outlets	outlet	NOUN
spir-8786	132	149	 	 	SPACE
spir-8786	132	150	as	as	ADV
spir-8786	132	151	 	 	SPACE
spir-8786	132	152	well	well	ADV
spir-8786	132	153	.	.	PUNCT
spir-8786	132	154	      	      	SPACE
spir-8786	133	1	across	across	ADP
spir-8786	133	2	 	 	SPACE
spir-8786	133	3	these	these	DET
spir-8786	133	4	 	 	SPACE
spir-8786	133	5	discussions	discussion	NOUN
spir-8786	133	6	,	,	PUNCT
spir-8786	133	7	 	 	SPACE
spir-8786	133	8	a	a	DET
spir-8786	133	9	 	 	SPACE
spir-8786	133	10	core	core	NOUN
spir-8786	133	11	 	 	SPACE
spir-8786	133	12	narrative	narrative	NOUN
spir-8786	133	13	 	 	SPACE
spir-8786	133	14	of	of	ADP
spir-8786	133	15	 	 	SPACE
spir-8786	133	16	decline	decline	NOUN
spir-8786	133	17	 	 	SPACE
spir-8786	133	18	is	be	AUX
spir-8786	133	19	 	 	SPACE
spir-8786	133	20	emerging	emerge	VERB
spir-8786	133	21	:	:	PUNCT
spir-8786	133	22	 	 	SPACE
spir-8786	133	23	people	people	NOUN
spir-8786	133	24	 	 	SPACE
spir-8786	133	25	feel	feel	VERB
spir-8786	133	26	 	 	SPACE
spir-8786	133	27	that	that	SCONJ
spir-8786	133	28	  	  	SPACE
spir-8786	133	29	something	something	PRON
spir-8786	133	30	 	 	SPACE
spir-8786	133	31	fundamental	fundamental	ADJ
spir-8786	133	32	 	 	SPACE
spir-8786	133	33	has	have	VERB
spir-8786	133	34	 	 	SPACE
spir-8786	133	35	gradually	gradually	ADV
spir-8786	133	36	 	 	SPACE
spir-8786	133	37	but	but	CCONJ
spir-8786	133	38	 	 	SPACE
spir-8786	133	39	inexorably	inexorably	ADV
spir-8786	133	40	 	 	SPACE
spir-8786	133	41	shifted	shift	VERB
spir-8786	133	42	 	 	SPACE
spir-8786	133	43	in	in	ADP
spir-8786	133	44	 	 	SPACE
spir-8786	133	45	twitter	twitter	NOUN
spir-8786	133	46	’s	’s	PART
spir-8786	133	47	 	 	SPACE
spir-8786	133	48	structure	structure	NOUN
spir-8786	133	49	 	 	SPACE
spir-8786	133	50	of	of	ADP
spir-8786	133	51	  	  	SPACE
spir-8786	133	52	feeling	feeling	NOUN
spir-8786	133	53	,	,	PUNCT
spir-8786	133	54	 	 	SPACE
spir-8786	133	55	to	to	PART
spir-8786	133	56	 	 	SPACE
spir-8786	133	57	borrow	borrow	VERB
spir-8786	133	58	 	 	SPACE
spir-8786	133	59	loosely	loosely	ADV
spir-8786	133	60	 	 	SPACE
spir-8786	133	61	from	from	ADP
spir-8786	133	62	 	 	SPACE
spir-8786	133	63	raymond	raymond	PROPN
spir-8786	133	64	 	 	SPACE
spir-8786	133	65	williams	williams	PROPN
spir-8786	133	66	 	 	SPACE
spir-8786	133	67	(	(	PUNCT
spir-8786	133	68	1977	1977	NUM
spir-8786	133	69	)	)	PUNCT
spir-8786	133	70	.	.	PUNCT
spir-8786	133	71	 	 	SPACE
spir-8786	134	1	commentators	commentator	NOUN
spir-8786	134	2	 	 	SPACE
spir-8786	134	3	seem	seem	VERB
spir-8786	134	4	 	 	SPACE
spir-8786	134	5	to	to	PART
spir-8786	134	6	  	  	SPACE
spir-8786	134	7	broadly	broadly	ADV
spir-8786	134	8	 	 	SPACE
spir-8786	134	9	agree	agree	VERB
spir-8786	134	10	 	 	SPACE
spir-8786	134	11	that	that	SCONJ
spir-8786	134	12	 	 	SPACE
spir-8786	134	13	twitter	twitter	NOUN
spir-8786	134	14	 	 	SPACE
spir-8786	134	15	has	have	AUX
spir-8786	134	16	 	 	SPACE
spir-8786	134	17	become	become	VERB
spir-8786	134	18	 	 	SPACE
spir-8786	134	19	less	less	ADV
spir-8786	134	20	 	 	SPACE
spir-8786	134	21	intimate	intimate	ADJ
spir-8786	134	22	 	 	SPACE
spir-8786	134	23	and	and	CCONJ
spir-8786	134	24	 	 	SPACE
spir-8786	134	25	more	more	ADJ
spir-8786	134	26	 	 	SPACE
spir-8786	134	27	public;;	public;;	PROPN
spir-8786	134	28	 	 	SPACE
spir-8786	134	29	less	less	ADJ
spir-8786	134	30	 	 	SPACE
spir-8786	134	31	personal	personal	ADJ
spir-8786	134	32	 	 	SPACE
spir-8786	134	33	and	and	CCONJ
spir-8786	134	34	  	  	SPACE
spir-8786	134	35	more	more	ADJ
spir-8786	134	36	 	 	SPACE
spir-8786	134	37	political;;	political;;	NOUN
spir-8786	134	38	 	 	SPACE
spir-8786	134	39	less	less	ADJ
spir-8786	134	40	 	 	SPACE
spir-8786	134	41	sociable	sociable	ADJ
spir-8786	134	42	 	 	SPACE
spir-8786	134	43	and	and	CCONJ
spir-8786	134	44	 	 	SPACE
spir-8786	134	45	more	more	ADJ
spir-8786	134	46	 	 	SPACE
spir-8786	134	47	newsy	newsy	NOUN
spir-8786	134	48	.	.	PUNCT
spir-8786	134	49	 	 	SPACE
spir-8786	134	50	is	be	AUX
spir-8786	134	51	 	 	SPACE
spir-8786	134	52	this	this	PRON
spir-8786	134	53	 	 	SPACE
spir-8786	134	54	even	even	ADV
spir-8786	134	55	 	 	SPACE
spir-8786	134	56	true	true	ADJ
spir-8786	134	57	?	?	PUNCT
spir-8786	134	58	 	 	SPACE
spir-8786	135	1	if	if	SCONJ
spir-8786	135	2	 	 	SPACE
spir-8786	135	3	so	so	ADV
spir-8786	135	4	,	,	PUNCT
spir-8786	135	5	 	 	SPACE
spir-8786	135	6	how	how	SCONJ
spir-8786	135	7	 	 	SPACE
spir-8786	135	8	did	do	AUX
spir-8786	135	9	 	 	SPACE
spir-8786	135	10	it	it	PRON
spir-8786	135	11	  	  	SPACE
spir-8786	135	12	happen	happen	VERB
spir-8786	135	13	?	?	PUNCT
spir-8786	135	14	 	 	SPACE
spir-8786	136	1	given	give	VERB
spir-8786	136	2	 	 	SPACE
spir-8786	136	3	the	the	DET
spir-8786	136	4	 	 	SPACE
spir-8786	136	5	challenges	challenge	NOUN
spir-8786	136	6	 	 	SPACE
spir-8786	136	7	of	of	ADP
spir-8786	136	8	 	 	SPACE
spir-8786	136	9	getting	get	VERB
spir-8786	136	10	 	 	SPACE
spir-8786	136	11	beyond	beyond	ADP
spir-8786	136	12	 	 	SPACE
spir-8786	136	13	our	our	PRON
spir-8786	136	14	 	 	SPACE
spir-8786	136	15	own	own	ADJ
spir-8786	136	16	 	 	SPACE
spir-8786	136	17	‘	'	PUNCT
spir-8786	136	18	front	front	ADJ
spir-8786	136	19	 	 	SPACE
spir-8786	136	20	stage	stage	NOUN
spir-8786	136	21	’	'	PUNCT
spir-8786	136	22	 	 	SPACE
spir-8786	136	23	experience	experience	NOUN
spir-8786	136	24	,	,	PUNCT
spir-8786	136	25	 	 	SPACE
spir-8786	136	26	let	let	VERB
spir-8786	136	27	  	  	SPACE
spir-8786	136	28	alone	alone	ADJ
spir-8786	136	29	 	 	SPACE
spir-8786	136	30	gaining	gain	VERB
spir-8786	136	31	 	 	SPACE
spir-8786	136	32	access	access	NOUN
spir-8786	136	33	 	 	SPACE
spir-8786	136	34	to	to	ADP
spir-8786	136	35	 	 	SPACE
spir-8786	136	36	the	the	DET
spir-8786	136	37	 	 	SPACE
spir-8786	136	38	‘	'	PUNCT
spir-8786	136	39	back	back	ADJ
spir-8786	136	40	 	 	SPACE
spir-8786	136	41	stage	stage	NOUN
spir-8786	136	42	’	'	PUNCT
spir-8786	136	43	 	 	SPACE
spir-8786	136	44	of	of	ADP
spir-8786	136	45	 	 	SPACE
spir-8786	136	46	the	the	DET
spir-8786	136	47	 	 	SPACE
spir-8786	136	48	platform	platform	NOUN
spir-8786	136	49	’s	’s	PART
spir-8786	136	50	 	 	SPACE
spir-8786	136	51	developer	developer	NOUN
spir-8786	136	52	 	 	SPACE
spir-8786	136	53	culture	culture	NOUN
spir-8786	136	54	 	 	SPACE
spir-8786	136	55	and	and	CCONJ
spir-8786	136	56	  	  	SPACE
spir-8786	136	57	technical	technical	ADJ
spir-8786	136	58	 	 	SPACE
spir-8786	136	59	infrastructure	infrastructure	NOUN
spir-8786	136	60	,	,	PUNCT
spir-8786	136	61	 	 	SPACE
spir-8786	136	62	how	how	SCONJ
spir-8786	136	63	 	 	SPACE
spir-8786	136	64	would	would	AUX
spir-8786	136	65	 	 	SPACE
spir-8786	136	66	we	we	PRON
spir-8786	136	67	 	 	SPACE
spir-8786	136	68	even	even	ADV
spir-8786	136	69	 	 	SPACE
spir-8786	136	70	begin	begin	VERB
spir-8786	136	71	 	 	SPACE
spir-8786	136	72	to	to	PART
spir-8786	136	73	 	 	SPACE
spir-8786	136	74	ask	ask	VERB
spir-8786	136	75	 	 	SPACE
spir-8786	136	76	this	this	DET
spir-8786	136	77	 	 	SPACE
spir-8786	136	78	question	question	NOUN
spir-8786	136	79	 	 	SPACE
spir-8786	136	80	empirically	empirically	ADV
spir-8786	136	81	?	?	PUNCT
spir-8786	136	82	      	      	SPACE
spir-8786	136	83	we	we	PRON
spir-8786	136	84	 	 	SPACE
spir-8786	136	85	demonstrate	demonstrate	VERB
spir-8786	136	86	 	 	SPACE
spir-8786	136	87	a	a	DET
spir-8786	136	88	 	 	SPACE
spir-8786	136	89	way	way	NOUN
spir-8786	136	90	 	 	SPACE
spir-8786	136	91	of	of	ADP
spir-8786	136	92	 	 	SPACE
spir-8786	136	93	doing	do	VERB
spir-8786	136	94	 	 	SPACE
spir-8786	136	95	so	so	ADV
spir-8786	136	96	 	 	SPACE
spir-8786	136	97	through	through	ADP
spir-8786	136	98	 	 	SPACE
spir-8786	136	99	the	the	DET
spir-8786	136	100	 	 	SPACE
spir-8786	136	101	story	story	NOUN
spir-8786	136	102	 	 	SPACE
spir-8786	136	103	of	of	ADP
spir-8786	136	104	 	 	SPACE
spir-8786	136	105	twitter	twitter	NOUN
spir-8786	136	106	’s	’s	NOUN
spir-8786	136	107	 	 	SPACE
spir-8786	136	108	oldest	old	ADJ
spir-8786	136	109	 	 	SPACE
spir-8786	136	110	continuous	continuous	ADJ
spir-8786	136	111	 	 	SPACE
spir-8786	136	112	key	key	ADJ
spir-8786	136	113	  	  	SPACE
spir-8786	136	114	features	feature	NOUN
spir-8786	136	115	:	:	PUNCT
spir-8786	136	116	 	 	SPACE
spir-8786	136	117	those	those	PRON
spir-8786	136	118	 	 	SPACE
spir-8786	136	119	‘	'	PUNCT
spir-8786	136	120	objects	object	NOUN
spir-8786	136	121	 	 	SPACE
spir-8786	136	122	of	of	ADP
spir-8786	136	123	 	 	SPACE
spir-8786	136	124	intense	intense	ADJ
spir-8786	136	125	 	 	SPACE
spir-8786	136	126	feeling	feeling	NOUN
spir-8786	136	127	’	'	PUNCT
spir-8786	136	128	 	 	SPACE
spir-8786	136	129	that	that	PRON
spir-8786	136	130	 	 	SPACE
spir-8786	136	131	act	act	VERB
spir-8786	136	132	 	 	SPACE
spir-8786	136	133	as	as	ADP
spir-8786	136	134	 	 	SPACE
spir-8786	136	135	mediators	mediator	NOUN
spir-8786	136	136	 	 	SPACE
spir-8786	136	137	between	between	ADP
spir-8786	136	138	 	 	SPACE
spir-8786	136	139	multiple	multiple	ADJ
spir-8786	136	140	 	 	SPACE
spir-8786	136	141	media	medium	NOUN
spir-8786	136	142	  	  	SPACE
spir-8786	136	143	ideologies	ideology	NOUN
spir-8786	136	144	,	,	PUNCT
spir-8786	136	145	 	 	SPACE
spir-8786	136	146	individual	individual	ADJ
spir-8786	136	147	 	 	SPACE
spir-8786	136	148	human	human	ADJ
spir-8786	136	149	 	 	SPACE
spir-8786	136	150	desires	desire	NOUN
spir-8786	136	151	,	,	PUNCT
spir-8786	136	152	 	 	SPACE
spir-8786	136	153	and	and	CCONJ
spir-8786	136	154	 	 	SPACE
spir-8786	136	155	business	business	NOUN
spir-8786	136	156	 	 	SPACE
spir-8786	136	157	logics	logic	NOUN
spir-8786	136	158	:	:	PUNCT
spir-8786	136	159	 	 	SPACE
spir-8786	136	160	the	the	DET
spir-8786	136	161	 	 	SPACE
spir-8786	136	162	@mention	@mention	PROPN
spir-8786	136	163	,	,	PUNCT
spir-8786	136	164	 	 	SPACE
spir-8786	136	165	the	the	DET
spir-8786	136	166	 	 	SPACE
spir-8786	136	167	#	#	SYM
spir-8786	136	168	hashtag	hashtag	NOUN
spir-8786	136	169	,	,	PUNCT
spir-8786	136	170	  	  	SPACE
spir-8786	136	171	and	and	CCONJ
spir-8786	136	172	 	 	SPACE
spir-8786	136	173	the	the	DET
spir-8786	136	174	 	 	SPACE
spir-8786	136	175	retweet	retweet	NOUN
spir-8786	136	176	.	.	PUNCT
spir-8786	136	177	      	      	SPACE
spir-8786	136	178	the	the	DET
spir-8786	136	179	 	 	SPACE
spir-8786	136	180	platform	platform	NOUN
spir-8786	136	181	 	 	SPACE
spir-8786	136	182	biography	biography	NOUN
spir-8786	136	183	 	 	SPACE
spir-8786	136	184	approach	approach	NOUN
spir-8786	136	185	    	    	SPACE
spir-8786	136	186	the	the	DET
spir-8786	136	187	 	 	SPACE
spir-8786	136	188	distinctive	distinctive	ADJ
spir-8786	136	189	 	 	SPACE
spir-8786	136	190	cultures	culture	NOUN
spir-8786	136	191	 	 	SPACE
spir-8786	136	192	of	of	ADP
spir-8786	136	193	 	 	SPACE
spir-8786	136	194	social	social	ADJ
spir-8786	136	195	 	 	SPACE
spir-8786	136	196	media	medium	NOUN
spir-8786	136	197	 	 	SPACE
spir-8786	136	198	platforms	platform	NOUN
spir-8786	136	199	 	 	SPACE
spir-8786	136	200	owe	owe	VERB
spir-8786	136	201	 	 	SPACE
spir-8786	136	202	much	much	ADJ
spir-8786	136	203	 	 	SPACE
spir-8786	136	204	to	to	ADP
spir-8786	136	205	 	 	SPACE
spir-8786	136	206	the	the	DET
spir-8786	136	207	 	 	SPACE
spir-8786	136	208	particularity	particularity	NOUN
spir-8786	136	209	 	 	SPACE
spir-8786	136	210	of	of	ADP
spir-8786	136	211	 	 	SPACE
spir-8786	136	212	their	their	PRON
spir-8786	136	213	  	  	SPACE
spir-8786	136	214	key	key	ADJ
spir-8786	136	215	 	 	SPACE
spir-8786	136	216	sociotechnical	sociotechnical	ADJ
spir-8786	136	217	 	 	SPACE
spir-8786	136	218	objects	object	NOUN
spir-8786	136	219	 	 	SPACE
spir-8786	136	220	–	–	PUNCT
spir-8786	136	221	 	 	SPACE
spir-8786	136	222	facebook	facebook	NOUN
spir-8786	136	223	’s	’s	PART
spir-8786	136	224	 	 	SPACE
spir-8786	136	225	‘	'	PUNCT
spir-8786	136	226	like	like	ADJ
spir-8786	136	227	’	'	PUNCT
spir-8786	136	228	 	 	SPACE
spir-8786	136	229	button	button	NOUN
spir-8786	136	230	 	 	SPACE
spir-8786	136	231	and	and	CCONJ
spir-8786	136	232	 	 	SPACE
spir-8786	136	233	status	status	NOUN
spir-8786	136	234	 	 	SPACE
spir-8786	136	235	update	update	NOUN
spir-8786	136	236	 	 	SPACE
spir-8786	136	237	box;;	box;;	NOUN
spir-8786	136	238	 	 	SPACE
spir-8786	136	239	tumblr	tumblr	PROPN
spir-8786	136	240	’s	’s	PART
spir-8786	136	241	  	  	SPACE
spir-8786	136	242	‘	'	PUNCT
spir-8786	136	243	reblog	reblog	ADJ
spir-8786	136	244	’	'	PUNCT
spir-8786	136	245	 	 	SPACE
spir-8786	136	246	feature	feature	NOUN
spir-8786	136	247	 	 	SPACE
spir-8786	136	248	–	–	PUNCT
spir-8786	136	249	 	 	SPACE
spir-8786	136	250	and	and	CCONJ
spir-8786	136	251	 	 	SPACE
spir-8786	136	252	twitter	twitter	NOUN
spir-8786	136	253	’s	’s	NOUN
spir-8786	136	254	 	 	SPACE
spir-8786	136	255	@mention	@mention	PROPN
spir-8786	136	256	,	,	PUNCT
spir-8786	136	257	 	 	SPACE
spir-8786	136	258	#	#	SYM
spir-8786	136	259	hashtag	hashtag	NOUN
spir-8786	136	260	,	,	PUNCT
spir-8786	136	261	 	 	SPACE
spir-8786	136	262	and	and	CCONJ
spir-8786	136	263	 	 	SPACE
spir-8786	136	264	retweet	retweet	NOUN
spir-8786	136	265	.	.	PUNCT
spir-8786	136	266	 	 	SPACE
spir-8786	137	1	we	we	PRON
spir-8786	137	2	 	 	SPACE
spir-8786	137	3	argue	argue	VERB
spir-8786	137	4	 	 	SPACE
spir-8786	137	5	for	for	ADP
spir-8786	137	6	 	 	SPACE
spir-8786	137	7	an	an	DET
spir-8786	137	8	  	  	SPACE
spir-8786	137	9	approach	approach	NOUN
spir-8786	137	10	 	 	SPACE
spir-8786	137	11	to	to	ADP
spir-8786	137	12	 	 	SPACE
spir-8786	137	13	understanding	understand	VERB
spir-8786	137	14	 	 	SPACE
spir-8786	137	15	these	these	PRON
spir-8786	137	16	 	 	SPACE
spir-8786	137	17	features	feature	VERB
spir-8786	137	18	 	 	SPACE
spir-8786	137	19	through	through	ADP
spir-8786	137	20	 	 	SPACE
spir-8786	137	21	multiple	multiple	ADJ
spir-8786	137	22	 	 	SPACE
spir-8786	137	23	data	datum	NOUN
spir-8786	137	24	 	 	SPACE
spir-8786	137	25	sources	source	NOUN
spir-8786	137	26	 	 	SPACE
spir-8786	137	27	that	that	PRON
spir-8786	137	28	 	 	SPACE
spir-8786	137	29	allow	allow	VERB
spir-8786	137	30	  	  	SPACE
spir-8786	137	31	researchers	researcher	NOUN
spir-8786	137	32	 	 	SPACE
spir-8786	137	33	to	to	PART
spir-8786	137	34	 	 	SPACE
spir-8786	137	35	get	get	VERB
spir-8786	137	36	 	 	SPACE
spir-8786	137	37	at	at	ADP
spir-8786	137	38	 	 	SPACE
spir-8786	137	39	many	many	ADJ
spir-8786	137	40	 	 	SPACE
spir-8786	137	41	intertwined	intertwine	VERB
spir-8786	137	42	 	 	SPACE
spir-8786	137	43	levels	level	NOUN
spir-8786	137	44	 	 	SPACE
spir-8786	137	45	that	that	PRON
spir-8786	137	46	 	 	SPACE
spir-8786	137	47	together	together	ADV
spir-8786	137	48	 	 	SPACE
spir-8786	137	49	comprise	comprise	VERB
spir-8786	137	50	 	 	SPACE
spir-8786	137	51	their	their	PRON
spir-8786	137	52	 	 	SPACE
spir-8786	137	53	meaning	meaning	NOUN
spir-8786	137	54	 	 	SPACE
spir-8786	137	55	and	and	CCONJ
spir-8786	137	56	  	  	SPACE
spir-8786	137	57	show	show	VERB
spir-8786	137	58	 	 	SPACE
spir-8786	137	59	how	how	SCONJ
spir-8786	137	60	 	 	SPACE
spir-8786	137	61	innovation	innovation	NOUN
spir-8786	137	62	 	 	SPACE
spir-8786	137	63	happens	happen	VERB
spir-8786	137	64	 	 	SPACE
spir-8786	137	65	over	over	ADP
spir-8786	137	66	 	 	SPACE
spir-8786	137	67	time	time	NOUN
spir-8786	137	68	.	.	PUNCT
spir-8786	137	69	 	 	SPACE
spir-8786	138	1	these	these	DET
spir-8786	138	2	 	 	SPACE
spir-8786	138	3	levels	level	NOUN
spir-8786	138	4	 	 	SPACE
spir-8786	138	5	include	include	VERB
spir-8786	138	6	 	 	SPACE
spir-8786	138	7	the	the	DET
spir-8786	138	8	 	 	SPACE
spir-8786	138	9	material	material	NOUN
spir-8786	138	10	 	 	SPACE
spir-8786	138	11	affordances	affordance	NOUN
spir-8786	138	12	  	  	SPACE
spir-8786	138	13	of	of	ADP
spir-8786	138	14	 	 	SPACE
spir-8786	138	15	the	the	DET
spir-8786	138	16	 	 	SPACE
spir-8786	138	17	site	site	NOUN
spir-8786	138	18	 	 	SPACE
spir-8786	138	19	and	and	CCONJ
spir-8786	138	20	 	 	SPACE
spir-8786	138	21	its	its	PRON
spir-8786	138	22	 	 	SPACE
spir-8786	138	23	third-­party	third-­party	PRON
spir-8786	138	24	 	 	SPACE
spir-8786	138	25	clients	client	NOUN
spir-8786	138	26	,	,	PUNCT
spir-8786	138	27	 	 	SPACE
spir-8786	138	28	the	the	DET
spir-8786	138	29	 	 	SPACE
spir-8786	138	30	media	media	NOUN
spir-8786	138	31	 	 	SPACE
spir-8786	138	32	ecosystem	ecosystem	NOUN
spir-8786	138	33	 	 	SPACE
spir-8786	138	34	within	within	ADP
spir-8786	138	35	 	 	SPACE
spir-8786	138	36	which	which	PRON
spir-8786	138	37	 	 	SPACE
spir-8786	138	38	the	the	DET
spir-8786	138	39	 	 	SPACE
spir-8786	138	40	site	site	NOUN
spir-8786	138	41	  	  	SPACE
spir-8786	138	42	operates	operate	VERB
spir-8786	138	43	,	,	PUNCT
spir-8786	138	44	 	 	SPACE
spir-8786	138	45	the	the	DET
spir-8786	138	46	 	 	SPACE
spir-8786	138	47	company	company	NOUN
spir-8786	138	48	’s	’s	PART
spir-8786	138	49	 	 	SPACE
spir-8786	138	50	changing	change	VERB
spir-8786	138	51	 	 	SPACE
spir-8786	138	52	and	and	CCONJ
spir-8786	138	53	 	 	SPACE
spir-8786	138	54	sometimes	sometimes	ADV
spir-8786	138	55	 	 	SPACE
spir-8786	138	56	competing	compete	VERB
spir-8786	138	57	 	 	SPACE
spir-8786	138	58	business	business	NOUN
spir-8786	138	59	 	 	SPACE
spir-8786	138	60	models	model	NOUN
spir-8786	138	61	,	,	PUNCT
spir-8786	138	62	 	 	SPACE
spir-8786	138	63	and	and	CCONJ
spir-8786	138	64	 	 	SPACE
spir-8786	138	65	the	the	DET
spir-8786	138	66	  	  	SPACE
spir-8786	138	67	experiences	experience	NOUN
spir-8786	138	68	 	 	SPACE
spir-8786	138	69	of	of	ADP
spir-8786	138	70	 	 	SPACE
spir-8786	138	71	users	user	NOUN
spir-8786	138	72	 	 	SPACE
spir-8786	138	73	embedded	embed	VERB
spir-8786	138	74	 	 	SPACE
spir-8786	138	75	in	in	ADP
spir-8786	138	76	 	 	SPACE
spir-8786	138	77	social	social	ADJ
spir-8786	138	78	 	 	SPACE
spir-8786	138	79	practices	practice	NOUN
spir-8786	138	80	 	 	SPACE
spir-8786	138	81	of	of	ADP
spir-8786	138	82	 	 	SPACE
spir-8786	138	83	which	which	PRON
spir-8786	138	84	 	 	SPACE
spir-8786	138	85	the	the	DET
spir-8786	138	86	 	 	SPACE
spir-8786	138	87	platform	platform	NOUN
spir-8786	138	88	 	 	SPACE
spir-8786	138	89	is	be	AUX
spir-8786	138	90	 	 	SPACE
spir-8786	138	91	only	only	ADV
spir-8786	138	92	 	 	SPACE
spir-8786	138	93	a	a	DET
spir-8786	138	94	 	 	SPACE
spir-8786	138	95	part	part	NOUN
spir-8786	138	96	.	.	PUNCT
spir-8786	138	97	        	        	SPACE
spir-8786	139	1	especially	especially	ADV
spir-8786	139	2	 	 	SPACE
spir-8786	139	3	in	in	ADP
spir-8786	139	4	 	 	SPACE
spir-8786	139	5	twitter	twitter	NOUN
spir-8786	139	6	’s	’s	PART
spir-8786	139	7	 	 	SPACE
spir-8786	139	8	case	case	NOUN
spir-8786	139	9	,	,	PUNCT
spir-8786	139	10	 	 	SPACE
spir-8786	139	11	the	the	DET
spir-8786	139	12	 	 	SPACE
spir-8786	139	13	existence	existence	NOUN
spir-8786	139	14	,	,	PUNCT
spir-8786	139	15	 	 	SPACE
spir-8786	139	16	meanings	meaning	NOUN
spir-8786	139	17	 	 	SPACE
spir-8786	139	18	and	and	CCONJ
spir-8786	139	19	 	 	SPACE
spir-8786	139	20	uses	use	VERB
spir-8786	139	21	 	 	SPACE
spir-8786	139	22	of	of	ADP
spir-8786	139	23	 	 	SPACE
spir-8786	139	24	features	feature	VERB
spir-8786	139	25	 	 	SPACE
spir-8786	139	26	such	such	ADJ
spir-8786	139	27	 	 	SPACE
spir-8786	139	28	as	as	ADP
spir-8786	139	29	 	 	SPACE
spir-8786	139	30	@	@	ADP
spir-8786	139	31	,	,	PUNCT
spir-8786	139	32	 	 	SPACE
spir-8786	139	33	#	#	NOUN
spir-8786	139	34	  	  	SPACE
spir-8786	139	35	and	and	CCONJ
spir-8786	139	36	 	 	SPACE
spir-8786	139	37	rt	rt	PROPN
spir-8786	139	38	 	 	SPACE
spir-8786	139	39	are	be	AUX
spir-8786	139	40	 	 	SPACE
spir-8786	139	41	as	as	ADV
spir-8786	139	42	 	 	SPACE
spir-8786	139	43	much	much	ADJ
spir-8786	139	44	 	 	SPACE
spir-8786	139	45	a	a	DET
spir-8786	139	46	 	 	SPACE
spir-8786	139	47	product	product	NOUN
spir-8786	139	48	 	 	SPACE
spir-8786	139	49	of	of	ADP
spir-8786	139	50	 	 	SPACE
spir-8786	139	51	third-­party	third-­party	PROPN
spir-8786	139	52	 	 	SPACE
spir-8786	139	53	innovation	innovation	NOUN
spir-8786	139	54	 	 	SPACE
spir-8786	139	55	and	and	CCONJ
spir-8786	139	56	 	 	SPACE
spir-8786	139	57	competing	compete	VERB
spir-8786	139	58	 	 	SPACE
spir-8786	139	59	community	community	NOUN
spir-8786	139	60	 	 	SPACE
spir-8786	139	61	uses	use	VERB
spir-8786	139	62	  	  	SPACE
spir-8786	139	63	as	as	SCONJ
spir-8786	139	64	 	 	SPACE
spir-8786	139	65	they	they	PRON
spir-8786	139	66	 	 	SPACE
spir-8786	139	67	are	be	AUX
spir-8786	139	68	 	 	SPACE
spir-8786	139	69	of	of	ADP
spir-8786	139	70	 	 	SPACE
spir-8786	139	71	in-­house	in-­house	PROPN
spir-8786	139	72	 	 	SPACE
spir-8786	139	73	design	design	NOUN
spir-8786	139	74	 	 	SPACE
spir-8786	139	75	and	and	CCONJ
spir-8786	139	76	 	 	SPACE
spir-8786	139	77	development	development	NOUN
spir-8786	139	78	.	.	PUNCT
spir-8786	139	79	 	 	SPACE
spir-8786	140	1	practices	practice	VERB
spir-8786	140	2	 	 	SPACE
spir-8786	140	3	that	that	PRON
spir-8786	140	4	 	 	SPACE
spir-8786	140	5	emerge	emerge	VERB
spir-8786	140	6	 	 	SPACE
spir-8786	140	7	organically	organically	ADV
spir-8786	140	8	 	 	SPACE
spir-8786	140	9	(	(	PUNCT
spir-8786	140	10	like	like	ADP
spir-8786	140	11	  	  	SPACE
spir-8786	140	12	reposting	reposte	VERB
spir-8786	140	13	 	 	SPACE
spir-8786	140	14	friends	friend	NOUN
spir-8786	140	15	’	'	PUNCT
spir-8786	140	16	 	 	SPACE
spir-8786	140	17	tweets	tweet	NOUN
spir-8786	140	18	)	)	PUNCT
spir-8786	140	19	 	 	SPACE
spir-8786	140	20	have	have	VERB
spir-8786	140	21	 	 	SPACE
spir-8786	140	22	a	a	DET
spir-8786	140	23	 	 	SPACE
spir-8786	140	24	range	range	NOUN
spir-8786	140	25	 	 	SPACE
spir-8786	140	26	of	of	ADP
spir-8786	140	27	 	 	SPACE
spir-8786	140	28	competing	compete	VERB
spir-8786	140	29	 	 	SPACE
spir-8786	140	30	conventions	convention	NOUN
spir-8786	140	31	 	 	SPACE
spir-8786	140	32	associated	associate	VERB
spir-8786	140	33	 	 	SPACE
spir-8786	140	34	with	with	ADP
spir-8786	140	35	 	 	SPACE
spir-8786	140	36	them;;	them;;	NOUN
spir-8786	140	37	  	  	SPACE
spir-8786	140	38	closely	closely	ADV
spir-8786	140	39	 	 	SPACE
spir-8786	140	40	connected	connect	VERB
spir-8786	140	41	 	 	SPACE
spir-8786	140	42	subcultures	subculture	NOUN
spir-8786	140	43	 	 	SPACE
spir-8786	140	44	of	of	ADP
spir-8786	140	45	 	 	SPACE
spir-8786	140	46	early	early	ADJ
spir-8786	140	47	 	 	SPACE
spir-8786	140	48	adopters	adopter	NOUN
spir-8786	140	49	 	 	SPACE
spir-8786	140	50	(	(	PUNCT
spir-8786	140	51	and/or	and/or	CCONJ
spir-8786	140	52	 	 	SPACE
spir-8786	140	53	‘	'	PUNCT
spir-8786	140	54	lead	lead	VERB
spir-8786	140	55	 	 	SPACE
spir-8786	140	56	users	user	NOUN
spir-8786	140	57	’	'	PUNCT
spir-8786	140	58	)	)	PUNCT
spir-8786	140	59	 	 	SPACE
spir-8786	140	60	influence	influence	NOUN
spir-8786	140	61	 	 	SPACE
spir-8786	140	62	which	which	DET
spir-8786	140	63	  	  	SPACE
spir-8786	140	64	conventions	convention	NOUN
spir-8786	140	65	 	 	SPACE
spir-8786	140	66	come	come	VERB
spir-8786	140	67	 	 	SPACE
spir-8786	140	68	to	to	PART
spir-8786	140	69	 	 	SPACE
spir-8786	140	70	dominate	dominate	VERB
spir-8786	140	71	 	 	SPACE
spir-8786	140	72	(	(	PUNCT
spir-8786	140	73	kooti	kooti	PROPN
spir-8786	140	74	 	 	SPACE
spir-8786	140	75	et	et	PROPN
spir-8786	140	76	 	 	SPACE
spir-8786	140	77	al	al	PROPN
spir-8786	140	78	,	,	PUNCT
spir-8786	140	79	 	 	SPACE
spir-8786	140	80	2012);;	2012);;	NUM
spir-8786	140	81	 	 	SPACE
spir-8786	140	82	these	these	DET
spir-8786	140	83	 	 	SPACE
spir-8786	140	84	functions	function	NOUN
spir-8786	140	85	/	/	SYM
spir-8786	140	86	practices	practice	NOUN
spir-8786	140	87	 	 	SPACE
spir-8786	140	88	only	only	ADV
spir-8786	140	89	 	 	SPACE
spir-8786	140	90	then	then	ADV
spir-8786	140	91	  	  	SPACE
spir-8786	140	92	get	get	AUX
spir-8786	140	93	 	 	SPACE
spir-8786	140	94	turned	turn	VERB
spir-8786	140	95	 	 	SPACE
spir-8786	140	96	into	into	ADP
spir-8786	140	97	 	 	SPACE
spir-8786	140	98	platform	platform	NOUN
spir-8786	140	99	 	 	SPACE
spir-8786	140	100	‘	'	PUNCT
spir-8786	140	101	features	feature	NOUN
spir-8786	140	102	’	'	PUNCT
spir-8786	140	103	 	 	SPACE
spir-8786	140	104	through	through	ADP
spir-8786	140	105	 	 	SPACE
spir-8786	140	106	being	be	AUX
spir-8786	140	107	 	 	SPACE
spir-8786	140	108	embedded	embed	VERB
spir-8786	140	109	 	 	SPACE
spir-8786	140	110	into	into	ADP
spir-8786	140	111	 	 	SPACE
spir-8786	140	112	the	the	DET
spir-8786	140	113	 	 	SPACE
spir-8786	140	114	functionality	functionality	NOUN
spir-8786	140	115	 	 	SPACE
spir-8786	140	116	of	of	ADP
spir-8786	140	117	 	 	SPACE
spir-8786	140	118	third-­	third-­	PART
spir-8786	140	119	party	party	NOUN
spir-8786	140	120	 	 	SPACE
spir-8786	140	121	apps	app	NOUN
spir-8786	140	122	 	 	SPACE
spir-8786	140	123	or	or	CCONJ
spir-8786	140	124	 	 	SPACE
spir-8786	140	125	the	the	DET
spir-8786	140	126	 	 	SPACE
spir-8786	140	127	twitter	twitter	NOUN
spir-8786	140	128	 	 	SPACE
spir-8786	140	129	architecture	architecture	NOUN
spir-8786	140	130	 	 	SPACE
spir-8786	140	131	itself	itself	PRON
spir-8786	140	132	 	 	SPACE
spir-8786	140	133	(	(	PUNCT
spir-8786	140	134	bruns	brun	NOUN
spir-8786	140	135	,	,	PUNCT
spir-8786	140	136	 	 	SPACE
spir-8786	140	137	2012;;	2012;;	NUM
spir-8786	140	138	 	 	SPACE
spir-8786	140	139	halavais	halavais	PROPN
spir-8786	140	140	,	,	PUNCT
spir-8786	140	141	 	 	SPACE
spir-8786	140	142	2014	2014	NUM
spir-8786	140	143	)	)	PUNCT
spir-8786	140	144	.	.	PUNCT
spir-8786	140	145	 	 	SPACE
spir-8786	141	1	these	these	DET
spir-8786	141	2	  	  	SPACE
spir-8786	141	3	features	feature	NOUN
spir-8786	141	4	 	 	SPACE
spir-8786	141	5	are	be	AUX
spir-8786	141	6	 	 	SPACE
spir-8786	141	7	also	also	ADV
spir-8786	141	8	 	 	SPACE
spir-8786	141	9	‘	'	PUNCT
spir-8786	141	10	objects	object	NOUN
spir-8786	141	11	 	 	SPACE
spir-8786	141	12	of	of	ADP
spir-8786	141	13	 	 	SPACE
spir-8786	141	14	intense	intense	ADJ
spir-8786	141	15	 	 	SPACE
spir-8786	141	16	feeling	feeling	NOUN
spir-8786	141	17	’	'	PUNCT
spir-8786	141	18	 	 	SPACE
spir-8786	141	19	(	(	PUNCT
spir-8786	141	20	bucher	bucher	NOUN
spir-8786	141	21	,	,	PUNCT
spir-8786	141	22	 	 	SPACE
spir-8786	141	23	2013	2013	NUM
spir-8786	141	24	)	)	PUNCT
spir-8786	141	25	,	,	PUNCT
spir-8786	141	26	 	 	SPACE
spir-8786	141	27	and	and	CCONJ
spir-8786	141	28	 	 	SPACE
spir-8786	141	29	controversies	controversy	NOUN
spir-8786	141	30	 	 	SPACE
spir-8786	141	31	to	to	PART
spir-8786	141	32	  	  	SPACE
spir-8786	141	33	changes	change	NOUN
spir-8786	141	34	 	 	SPACE
spir-8786	141	35	made	make	VERB
spir-8786	141	36	 	 	SPACE
spir-8786	141	37	to	to	ADP
spir-8786	141	38	 	 	SPACE
spir-8786	141	39	them	they	PRON
spir-8786	141	40	 	 	SPACE
spir-8786	141	41	are	be	AUX
spir-8786	141	42	 	 	SPACE
spir-8786	141	43	both	both	PRON
spir-8786	141	44	 	 	SPACE
spir-8786	141	45	revealing	reveal	VERB
spir-8786	141	46	 	 	SPACE
spir-8786	141	47	of	of	ADP
spir-8786	141	48	 	 	SPACE
spir-8786	141	49	these	these	DET
spir-8786	141	50	 	 	SPACE
spir-8786	141	51	relations	relation	NOUN
spir-8786	141	52	 	 	SPACE
spir-8786	141	53	and	and	CCONJ
spir-8786	141	54	 	 	SPACE
spir-8786	141	55	transform	transform	VERB
spir-8786	141	56	 	 	SPACE
spir-8786	141	57	them	they	PRON
spir-8786	141	58	—	—	PUNCT
spir-8786	141	59	so	so	ADV
spir-8786	141	60	  	  	SPACE
spir-8786	141	61	they	they	PRON
spir-8786	141	62	 	 	SPACE
spir-8786	141	63	are	be	AUX
spir-8786	141	64	 	 	SPACE
spir-8786	141	65	extremely	extremely	ADV
spir-8786	141	66	 	 	SPACE
spir-8786	141	67	useful	useful	ADJ
spir-8786	141	68	 	 	SPACE
spir-8786	141	69	sites	site	NOUN
spir-8786	141	70	 	 	SPACE
spir-8786	141	71	of	of	ADP
spir-8786	141	72	 	 	SPACE
spir-8786	141	73	investigation	investigation	NOUN
spir-8786	141	74	.	.	PUNCT
spir-8786	141	75	    	    	SPACE
spir-8786	141	76	in	in	ADP
spir-8786	141	77	 	 	SPACE
spir-8786	141	78	telling	tell	VERB
spir-8786	141	79	 	 	SPACE
spir-8786	141	80	the	the	DET
spir-8786	141	81	 	 	SPACE
spir-8786	141	82	stories	story	NOUN
spir-8786	141	83	 	 	SPACE
spir-8786	141	84	of	of	ADP
spir-8786	141	85	 	 	SPACE
spir-8786	141	86	the	the	DET
spir-8786	141	87	 	 	SPACE
spir-8786	141	88	@mention	@mention	PROPN
spir-8786	141	89	,	,	PUNCT
spir-8786	141	90	 	 	SPACE
spir-8786	141	91	the	the	DET
spir-8786	141	92	 	 	SPACE
spir-8786	141	93	retweet	retweet	NOUN
spir-8786	141	94	,	,	PUNCT
spir-8786	141	95	 	 	SPACE
spir-8786	141	96	and	and	CCONJ
spir-8786	141	97	 	 	SPACE
spir-8786	141	98	the	the	DET
spir-8786	141	99	 	 	SPACE
spir-8786	141	100	retweet	retweet	NOUN
spir-8786	141	101	,	,	PUNCT
spir-8786	141	102	 	 	SPACE
spir-8786	141	103	we	we	PRON
spir-8786	141	104	 	 	SPACE
spir-8786	141	105	build	build	VERB
spir-8786	141	106	 	 	SPACE
spir-8786	141	107	a	a	DET
spir-8786	141	108	 	 	SPACE
spir-8786	141	109	‘	'	PUNCT
spir-8786	141	110	platform	platform	NOUN
spir-8786	141	111	  	  	SPACE
spir-8786	141	112	biography	biography	NOUN
spir-8786	141	113	’	'	PUNCT
spir-8786	141	114	 	 	SPACE
spir-8786	141	115	of	of	ADP
spir-8786	141	116	 	 	SPACE
spir-8786	141	117	twitter	twitter	NOUN
spir-8786	141	118	.	.	PUNCT
spir-8786	141	119	 	 	SPACE
spir-8786	142	1	the	the	DET
spir-8786	142	2	 	 	SPACE
spir-8786	142	3	term	term	NOUN
spir-8786	142	4	 	 	SPACE
spir-8786	142	5	‘	'	PUNCT
spir-8786	142	6	biography	biography	NOUN
spir-8786	142	7	’	'	PUNCT
spir-8786	142	8	 	 	SPACE
spir-8786	142	9	is	be	AUX
spir-8786	142	10	 	 	SPACE
spir-8786	142	11	chosen	choose	VERB
spir-8786	142	12	 	 	SPACE
spir-8786	142	13	deliberately	deliberately	ADV
spir-8786	142	14	 	 	SPACE
spir-8786	142	15	to	to	PART
spir-8786	142	16	 	 	SPACE
spir-8786	142	17	invoke	invoke	VERB
spir-8786	142	18	 	 	SPACE
spir-8786	142	19	both	both	CCONJ
spir-8786	142	20	 	 	SPACE
spir-8786	142	21	the	the	DET
spir-8786	142	22	  	  	SPACE
spir-8786	142	23	historical	historical	ADJ
spir-8786	142	24	 	 	SPACE
spir-8786	142	25	and	and	CCONJ
spir-8786	142	26	 	 	SPACE
spir-8786	142	27	the	the	DET
spir-8786	142	28	 	 	SPACE
spir-8786	142	29	social	social	ADJ
spir-8786	142	30	 	 	SPACE
spir-8786	142	31	aspects	aspect	NOUN
spir-8786	142	32	 	 	SPACE
spir-8786	142	33	of	of	ADP
spir-8786	142	34	 	 	SPACE
spir-8786	142	35	how	how	SCONJ
spir-8786	142	36	 	 	SPACE
spir-8786	142	37	things	thing	NOUN
spir-8786	142	38	 	 	SPACE
spir-8786	142	39	are	be	AUX
spir-8786	142	40	 	 	SPACE
spir-8786	142	41	created	create	VERB
spir-8786	142	42	,	,	PUNCT
spir-8786	142	43	 	 	SPACE
spir-8786	142	44	how	how	SCONJ
spir-8786	142	45	 	 	SPACE
spir-8786	142	46	they	they	PRON
spir-8786	142	47	 	 	SPACE
spir-8786	142	48	are	be	AUX
spir-8786	142	49	 	 	SPACE
spir-8786	142	50	used	use	VERB
spir-8786	142	51	,	,	PUNCT
spir-8786	142	52	 	 	SPACE
spir-8786	142	53	and	and	CCONJ
spir-8786	142	54	 	 	SPACE
spir-8786	142	55	what	what	PRON
spir-8786	142	56	  	  	SPACE
spir-8786	142	57	they	they	PRON
spir-8786	142	58	 	 	SPACE
spir-8786	142	59	mean	mean	VERB
spir-8786	142	60	,	,	PUNCT
spir-8786	142	61	 	 	SPACE
spir-8786	142	62	while	while	SCONJ
spir-8786	142	63	 	 	SPACE
spir-8786	142	64	recognising	recognise	VERB
spir-8786	142	65	 	 	SPACE
spir-8786	142	66	that	that	SCONJ
spir-8786	142	67	,	,	PUNCT
spir-8786	142	68	 	 	SPACE
spir-8786	142	69	as	as	ADP
spir-8786	142	70	 	 	SPACE
spir-8786	142	71	with	with	ADP
spir-8786	142	72	 	 	SPACE
spir-8786	142	73	all	all	DET
spir-8786	142	74	 	 	SPACE
spir-8786	142	75	biographies	biography	NOUN
spir-8786	142	76	,	,	PUNCT
spir-8786	142	77	 	 	SPACE
spir-8786	142	78	the	the	DET
spir-8786	142	79	 	 	SPACE
spir-8786	142	80	account	account	NOUN
spir-8786	142	81	 	 	SPACE
spir-8786	142	82	is	be	AUX
spir-8786	142	83	 	 	SPACE
spir-8786	142	84	inevitably	inevitably	ADV
spir-8786	142	85	  	  	SPACE
spir-8786	142	86	partial	partial	ADJ
spir-8786	142	87	.	.	PUNCT
spir-8786	142	88	      	      	SPACE
spir-8786	142	89	in	in	ADP
spir-8786	142	90	 	 	SPACE
spir-8786	142	91	constructing	construct	VERB
spir-8786	142	92	 	 	SPACE
spir-8786	142	93	this	this	DET
spir-8786	142	94	 	 	SPACE
spir-8786	142	95	account	account	NOUN
spir-8786	142	96	,	,	PUNCT
spir-8786	142	97	 	 	SPACE
spir-8786	142	98	we	we	PRON
spir-8786	142	99	 	 	SPACE
spir-8786	142	100	combined	combine	VERB
spir-8786	142	101	 	 	SPACE
spir-8786	142	102	web	web	NOUN
spir-8786	142	103	 	 	SPACE
spir-8786	142	104	history	history	NOUN
spir-8786	142	105	,	,	PUNCT
spir-8786	142	106	 	 	SPACE
spir-8786	142	107	digital	digital	ADJ
spir-8786	142	108	 	 	SPACE
spir-8786	142	109	methods	method	NOUN
spir-8786	142	110	 	 	SPACE
spir-8786	142	111	and	and	CCONJ
spir-8786	142	112	 	 	SPACE
spir-8786	142	113	qualitative	qualitative	ADJ
spir-8786	142	114	  	  	SPACE
spir-8786	142	115	research	research	NOUN
spir-8786	142	116	 	 	SPACE
spir-8786	142	117	approaches	approach	NOUN
spir-8786	142	118	.	.	PUNCT
spir-8786	142	119	 	 	SPACE
spir-8786	143	1	we	we	PRON
spir-8786	143	2	 	 	SPACE
spir-8786	143	3	collected	collect	VERB
spir-8786	143	4	 	 	SPACE
spir-8786	143	5	data	datum	NOUN
spir-8786	143	6	 	 	SPACE
spir-8786	143	7	from	from	ADP
spir-8786	143	8	 	 	SPACE
spir-8786	143	9	a	a	DET
spir-8786	143	10	 	 	SPACE
spir-8786	143	11	range	range	NOUN
spir-8786	143	12	 	 	SPACE
spir-8786	143	13	of	of	ADP
spir-8786	143	14	 	 	SPACE
spir-8786	143	15	sources	source	NOUN
spir-8786	143	16	:	:	PUNCT
spir-8786	143	17	    	    	SPACE
spir-8786	143	18	a.	a.	NOUN
spir-8786	143	19	  	  	SPACE
spir-8786	143	20	complete	complete	VERB
spir-8786	143	21	 	 	SPACE
spir-8786	143	22	archives	archive	NOUN
spir-8786	143	23	 	 	SPACE
spir-8786	143	24	of	of	ADP
spir-8786	143	25	 	 	SPACE
spir-8786	143	26	the	the	DET
spir-8786	143	27	 	 	SPACE
spir-8786	143	28	official	official	ADJ
spir-8786	143	29	 	 	SPACE
spir-8786	143	30	twitter	twitter	NOUN
spir-8786	143	31	 	 	SPACE
spir-8786	143	32	blog	blog	NOUN
spir-8786	143	33	 	 	SPACE
spir-8786	143	34	(	(	PUNCT
spir-8786	143	35	mined	mine	VERB
spir-8786	143	36	 	 	SPACE
spir-8786	143	37	for	for	ADP
spir-8786	143	38	 	 	SPACE
spir-8786	143	39	references	reference	NOUN
spir-8786	143	40	 	 	SPACE
spir-8786	143	41	to	to	ADP
spir-8786	143	42	 	 	SPACE
spir-8786	143	43	the	the	DET
spir-8786	143	44	  	  	SPACE
spir-8786	143	45	@mention	@mention	PROPN
spir-8786	143	46	,	,	PUNCT
spir-8786	143	47	 	 	SPACE
spir-8786	143	48	hashtag	hashtag	NOUN
spir-8786	143	49	 	 	SPACE
spir-8786	143	50	and	and	CCONJ
spir-8786	143	51	 	 	SPACE
spir-8786	143	52	retweet	retweet	VERB
spir-8786	143	53	 	 	SPACE
spir-8786	143	54	features);;	features);;	PROPN
spir-8786	143	55	  	  	SPACE
spir-8786	143	56	b.	b.	PROPN
spir-8786	143	57	  	  	SPACE
spir-8786	143	58	internet	internet	NOUN
spir-8786	143	59	 	 	SPACE
spir-8786	143	60	archive	archive	NOUN
spir-8786	143	61	 	 	SPACE
spir-8786	143	62	(	(	PUNCT
spir-8786	143	63	especially	especially	ADV
spir-8786	143	64	 	 	SPACE
spir-8786	143	65	for	for	ADP
spir-8786	143	66	 	 	SPACE
spir-8786	143	67	the	the	DET
spir-8786	143	68	 	 	SPACE
spir-8786	143	69	twitter	twitter	NOUN
spir-8786	143	70	 	 	SPACE
spir-8786	143	71	landing	land	VERB
spir-8786	143	72	 	 	SPACE
spir-8786	143	73	page	page	NOUN
spir-8786	143	74	,	,	PUNCT
spir-8786	143	75	 	 	SPACE
spir-8786	143	76	home	home	NOUN
spir-8786	143	77	 	 	SPACE
spir-8786	143	78	page	page	NOUN
spir-8786	143	79	,	,	PUNCT
spir-8786	143	80	  	  	SPACE
spir-8786	143	81	instructions	instruction	NOUN
spir-8786	143	82	/	/	SYM
spir-8786	143	83	tutorials	tutorial	NOUN
spir-8786	143	84	)	)	PUNCT
spir-8786	143	85	,	,	PUNCT
spir-8786	143	86	 	 	SPACE
spir-8786	143	87	tech	tech	NOUN
spir-8786	143	88	 	 	SPACE
spir-8786	143	89	industry	industry	NOUN
spir-8786	143	90	 	 	SPACE
spir-8786	143	91	and	and	CCONJ
spir-8786	143	92	 	 	SPACE
spir-8786	143	93	third	third	ADJ
spir-8786	143	94	 	 	SPACE
spir-8786	143	95	party	party	NOUN
spir-8786	143	96	 	 	SPACE
spir-8786	143	97	developers	developer	NOUN
spir-8786	143	98	’	'	PUNCT
spir-8786	143	99	 	 	SPACE
spir-8786	143	100	blogs	blog	NOUN
spir-8786	143	101	 	 	SPACE
spir-8786	143	102	and	and	CCONJ
spir-8786	143	103	  	  	SPACE
spir-8786	143	104	published	publish	VERB
spir-8786	143	105	 	 	SPACE
spir-8786	143	106	company	company	NOUN
spir-8786	143	107	 	 	SPACE
spir-8786	143	108	histories	history	NOUN
spir-8786	143	109	 	 	SPACE
spir-8786	143	110	(	(	PUNCT
spir-8786	143	111	eg	eg	PROPN
spir-8786	143	112	 	 	SPACE
spir-8786	143	113	crunchbase;;	crunchbase;;	PROPN
spir-8786	143	114	 	 	SPACE
spir-8786	143	115	nick	nick	PROPN
spir-8786	143	116	 	 	SPACE
spir-8786	143	117	bilton	bilton	PROPN
spir-8786	143	118	’s	’s	PART
spir-8786	143	119	 	 	SPACE
spir-8786	143	120	(	(	PUNCT
spir-8786	143	121	2014	2014	NUM
spir-8786	143	122	)	)	PUNCT
spir-8786	143	123	 	 	SPACE
spir-8786	143	124	book	book	NOUN
spir-8786	143	125	  	  	SPACE
spir-8786	143	126	hatching	hatch	VERB
spir-8786	143	127	 	 	SPACE
spir-8786	143	128	twitter);;	twitter);;	PROPN
spir-8786	143	129	  	  	SPACE
spir-8786	143	130	c.	c.	NOUN
spir-8786	143	131	  	  	SPACE
spir-8786	143	132	existing	exist	VERB
spir-8786	143	133	 	 	SPACE
spir-8786	143	134	scholarly	scholarly	ADJ
spir-8786	143	135	 	 	SPACE
spir-8786	143	136	research	research	NOUN
spir-8786	143	137	 	 	SPACE
spir-8786	143	138	on	on	ADP
spir-8786	143	139	 	 	SPACE
spir-8786	143	140	twitter	twitter	NOUN
spir-8786	143	141	’s	’s	PART
spir-8786	143	142	 	 	SPACE
spir-8786	143	143	features	feature	NOUN
spir-8786	143	144	 	 	SPACE
spir-8786	143	145	and	and	CCONJ
spir-8786	143	146	 	 	SPACE
spir-8786	143	147	users	user	NOUN
spir-8786	143	148	 	 	SPACE
spir-8786	143	149	covering	cover	VERB
spir-8786	143	150	 	 	SPACE
spir-8786	143	151	its	its	PRON
spir-8786	143	152	 	 	SPACE
spir-8786	143	153	entire	entire	ADJ
spir-8786	143	154	  	  	SPACE
spir-8786	143	155	history;;	history;;	NOUN
spir-8786	143	156	 	 	SPACE
spir-8786	143	157	and	and	CCONJ
spir-8786	143	158	  	  	SPACE
spir-8786	143	159	d.	d.	NOUN
spir-8786	143	160	  	  	SPACE
spir-8786	143	161	interviews	interview	NOUN
spir-8786	143	162	 	 	SPACE
spir-8786	143	163	with	with	ADP
spir-8786	143	164	 	 	SPACE
spir-8786	143	165	users	user	NOUN
spir-8786	143	166	 	 	SPACE
spir-8786	143	167	about	about	ADP
spir-8786	143	168	 	 	SPACE
spir-8786	143	169	their	their	PRON
spir-8786	143	170	 	 	SPACE
spir-8786	143	171	twitter	twitter	NOUN
spir-8786	143	172	 	 	SPACE
spir-8786	143	173	‘	'	PUNCT
spir-8786	143	174	careers	career	NOUN
spir-8786	143	175	’	'	PUNCT
spir-8786	143	176	,	,	PUNCT
spir-8786	143	177	 	 	SPACE
spir-8786	143	178	using	use	VERB
spir-8786	143	179	 	 	SPACE
spir-8786	143	180	personal	personal	ADJ
spir-8786	143	181	 	 	SPACE
spir-8786	143	182	twitter	twitter	NOUN
spir-8786	143	183	  	  	SPACE
spir-8786	143	184	archives	archive	NOUN
spir-8786	143	185	 	 	SPACE
spir-8786	143	186	as	as	ADP
spir-8786	143	187	 	 	SPACE
spir-8786	143	188	prompts	prompt	NOUN
spir-8786	143	189	.	.	PUNCT
spir-8786	143	190	    	    	SPACE
spir-8786	144	1	three	three	NUM
spir-8786	144	2	 	 	SPACE
spir-8786	144	3	features	feature	NOUN
spir-8786	144	4	,	,	PUNCT
spir-8786	144	5	 	 	SPACE
spir-8786	144	6	three	three	NUM
spir-8786	144	7	 	 	SPACE
spir-8786	144	8	phases	phase	NOUN
spir-8786	144	9	  	  	SPACE
spir-8786	144	10	we	we	PRON
spir-8786	144	11	 	 	SPACE
spir-8786	144	12	trace	trace	VERB
spir-8786	144	13	 	 	SPACE
spir-8786	144	14	the	the	DET
spir-8786	144	15	 	 	SPACE
spir-8786	144	16	life	life	NOUN
spir-8786	144	17	 	 	SPACE
spir-8786	144	18	stories	story	NOUN
spir-8786	144	19	 	 	SPACE
spir-8786	144	20	of	of	ADP
spir-8786	144	21	 	 	SPACE
spir-8786	144	22	each	each	PRON
spir-8786	144	23	 	 	SPACE
spir-8786	144	24	of	of	ADP
spir-8786	144	25	 	 	SPACE
spir-8786	144	26	the	the	DET
spir-8786	144	27	 	 	SPACE
spir-8786	144	28	three	three	NUM
spir-8786	144	29	 	 	SPACE
spir-8786	144	30	features	feature	VERB
spir-8786	144	31	 	 	SPACE
spir-8786	144	32	across	across	ADP
spir-8786	144	33	 	 	SPACE
spir-8786	144	34	three	three	NUM
spir-8786	144	35	 	 	SPACE
spir-8786	144	36	key	key	ADJ
spir-8786	144	37	 	 	SPACE
spir-8786	144	38	phases	phase	NOUN
spir-8786	144	39	:	:	PUNCT
spir-8786	144	40	 	 	SPACE
spir-8786	144	41	first	first	ADV
spir-8786	144	42	,	,	PUNCT
spir-8786	144	43	 	 	SPACE
spir-8786	144	44	its	its	PRON
spir-8786	144	45	  	  	SPACE
spir-8786	144	46	origins	origin	NOUN
spir-8786	144	47	 	 	SPACE
spir-8786	144	48	and	and	CCONJ
spir-8786	144	49	 	 	SPACE
spir-8786	144	50	emergence	emergence	NOUN
spir-8786	144	51	 	 	SPACE
spir-8786	144	52	as	as	ADP
spir-8786	144	53	 	 	SPACE
spir-8786	144	54	a	a	DET
spir-8786	144	55	 	 	SPACE
spir-8786	144	56	novel	novel	NOUN
spir-8786	144	57	 	 	SPACE
spir-8786	144	58	user	user	NOUN
spir-8786	144	59	 	 	SPACE
spir-8786	144	60	convention	convention	NOUN
spir-8786	144	61	 	 	SPACE
spir-8786	144	62	(	(	PUNCT
spir-8786	144	63	including	include	VERB
spir-8786	144	64	 	 	SPACE
spir-8786	144	65	the	the	DET
spir-8786	144	66	 	 	SPACE
spir-8786	144	67	alternative	alternative	ADJ
spir-8786	144	68	 	 	SPACE
spir-8786	144	69	ideas	idea	NOUN
spir-8786	144	70	 	 	SPACE
spir-8786	144	71	and	and	CCONJ
spir-8786	144	72	  	  	SPACE
spir-8786	144	73	solutions	solution	NOUN
spir-8786	144	74	 	 	SPACE
spir-8786	144	75	with	with	ADP
spir-8786	144	76	 	 	SPACE
spir-8786	144	77	which	which	PRON
spir-8786	144	78	 	 	SPACE
spir-8786	144	79	it	it	PRON
spir-8786	144	80	 	 	SPACE
spir-8786	144	81	competed);;	competed);;	VERB
spir-8786	144	82	 	 	SPACE
spir-8786	144	83	second	second	ADJ
spir-8786	144	84	,	,	PUNCT
spir-8786	144	85	 	 	SPACE
spir-8786	144	86	its	its	PRON
spir-8786	144	87	 	 	SPACE
spir-8786	144	88	mainstream	mainstream	NOUN
spir-8786	144	89	 	 	SPACE
spir-8786	144	90	adoption	adoption	NOUN
spir-8786	144	91	 	 	SPACE
spir-8786	144	92	by	by	ADP
spir-8786	144	93	 	 	SPACE
spir-8786	144	94	the	the	DET
spir-8786	144	95	 	 	SPACE
spir-8786	144	96	twitter	twitter	NOUN
spir-8786	144	97	  	  	SPACE
spir-8786	144	98	community	community	NOUN
spir-8786	144	99	 	 	SPACE
spir-8786	144	100	and	and	CCONJ
spir-8786	144	101	 	 	SPACE
spir-8786	144	102	experimental	experimental	ADJ
spir-8786	144	103	,	,	PUNCT
spir-8786	144	104	 	 	SPACE
spir-8786	144	105	early	early	ADV
spir-8786	144	106	 	 	SPACE
spir-8786	144	107	embedding	embed	VERB
spir-8786	144	108	 	 	SPACE
spir-8786	144	109	into	into	ADP
spir-8786	144	110	 	 	SPACE
spir-8786	144	111	the	the	DET
spir-8786	144	112	 	 	SPACE
spir-8786	144	113	platform	platform	NOUN
spir-8786	144	114	 	 	SPACE
spir-8786	144	115	by	by	ADP
spir-8786	144	116	 	 	SPACE
spir-8786	144	117	the	the	DET
spir-8786	144	118	 	 	SPACE
spir-8786	144	119	company;;	company;;	NOUN
spir-8786	144	120	 	 	SPACE
spir-8786	144	121	and	and	CCONJ
spir-8786	144	122	  	  	SPACE
spir-8786	144	123	third	third	ADJ
spir-8786	144	124	,	,	PUNCT
spir-8786	144	125	 	 	SPACE
spir-8786	144	126	its	its	PRON
spir-8786	144	127	 	 	SPACE
spir-8786	144	128	retention	retention	NOUN
spir-8786	144	129	,	,	PUNCT
spir-8786	144	130	 	 	SPACE
spir-8786	144	131	or	or	CCONJ
spir-8786	144	132	 	 	SPACE
spir-8786	144	133	‘	'	PUNCT
spir-8786	144	134	hardwiring	hardwiring	NOUN
spir-8786	144	135	’	'	PUNCT
spir-8786	144	136	 	 	SPACE
spir-8786	144	137	into	into	ADP
spir-8786	144	138	 	 	SPACE
spir-8786	144	139	the	the	DET
spir-8786	144	140	 	 	SPACE
spir-8786	144	141	platform	platform	NOUN
spir-8786	144	142	,	,	PUNCT
spir-8786	144	143	 	 	SPACE
spir-8786	144	144	later	later	ADV
spir-8786	144	145	 	 	SPACE
spir-8786	144	146	changes	change	NOUN
spir-8786	144	147	 	 	SPACE
spir-8786	144	148	made	make	VERB
spir-8786	144	149	 	 	SPACE
spir-8786	144	150	to	to	ADP
spir-8786	144	151	 	 	SPACE
spir-8786	144	152	it	it	PRON
spir-8786	144	153	 	 	SPACE
spir-8786	144	154	alongside	alongside	ADP
spir-8786	144	155	  	  	SPACE
spir-8786	144	156	changes	change	NOUN
spir-8786	144	157	 	 	SPACE
spir-8786	144	158	to	to	PART
spir-8786	144	159	 	 	SPACE
spir-8786	144	160	twitter	twitter	NOUN
spir-8786	144	161	’s	’s	PART
spir-8786	144	162	 	 	SPACE
spir-8786	144	163	business	business	NOUN
spir-8786	144	164	 	 	SPACE
spir-8786	144	165	model	model	NOUN
spir-8786	144	166	,	,	PUNCT
spir-8786	144	167	 	 	SPACE
spir-8786	144	168	and	and	CCONJ
spir-8786	144	169	 	 	SPACE
spir-8786	144	170	moments	moment	NOUN
spir-8786	144	171	 	 	SPACE
spir-8786	144	172	of	of	ADP
spir-8786	144	173	 	 	SPACE
spir-8786	144	174	continuing	continue	VERB
spir-8786	144	175	 	 	SPACE
spir-8786	144	176	controversy	controversy	NOUN
spir-8786	144	177	  	  	SPACE
spir-8786	144	178	surrounding	surround	VERB
spir-8786	144	179	 	 	SPACE
spir-8786	144	180	its	its	PRON
spir-8786	144	181	 	 	SPACE
spir-8786	144	182	conflicting	conflict	VERB
spir-8786	144	183	 	 	SPACE
spir-8786	144	184	meanings	meaning	NOUN
spir-8786	144	185	 	 	SPACE
spir-8786	144	186	and	and	CCONJ
spir-8786	144	187	 	 	SPACE
spir-8786	144	188	uses	use	NOUN
spir-8786	144	189	.	.	PUNCT
spir-8786	144	190	      	      	SPACE
spir-8786	144	191	in	in	ADP
spir-8786	144	192	 	 	SPACE
spir-8786	144	193	all	all	DET
spir-8786	144	194	 	 	SPACE
spir-8786	144	195	three	three	NUM
spir-8786	144	196	 	 	SPACE
spir-8786	144	197	cases	case	NOUN
spir-8786	144	198	,	,	PUNCT
spir-8786	144	199	 	 	SPACE
spir-8786	144	200	there	there	PRON
spir-8786	144	201	 	 	SPACE
spir-8786	144	202	is	be	AUX
spir-8786	144	203	 	 	SPACE
spir-8786	144	204	a	a	DET
spir-8786	144	205	 	 	SPACE
spir-8786	144	206	consistent	consistent	ADJ
spir-8786	144	207	 	 	SPACE
spir-8786	144	208	pattern	pattern	NOUN
spir-8786	144	209	 	 	SPACE
spir-8786	144	210	of	of	ADP
spir-8786	144	211	 	 	SPACE
spir-8786	144	212	change	change	NOUN
spir-8786	144	213	:	:	PUNCT
spir-8786	144	214	 	 	SPACE
spir-8786	144	215	first	first	ADV
spir-8786	144	216	,	,	PUNCT
spir-8786	144	217	 	 	SPACE
spir-8786	144	218	a	a	DET
spir-8786	144	219	 	 	SPACE
spir-8786	144	220	set	set	NOUN
spir-8786	144	221	 	 	SPACE
spir-8786	144	222	of	of	ADP
spir-8786	144	223	 	 	SPACE
spir-8786	144	224	conventions	convention	NOUN
spir-8786	144	225	 	 	SPACE
spir-8786	144	226	that	that	PRON
spir-8786	144	227	  	  	SPACE
spir-8786	144	228	will	will	AUX
spir-8786	144	229	 	 	SPACE
spir-8786	144	230	eventually	eventually	ADV
spir-8786	144	231	 	 	SPACE
spir-8786	144	232	become	become	AUX
spir-8786	144	233	 	 	SPACE
spir-8786	144	234	codified	codify	VERB
spir-8786	144	235	 	 	SPACE
spir-8786	144	236	as	as	SCONJ
spir-8786	144	237	 	 	SPACE
spir-8786	144	238	a	a	DET
spir-8786	144	239	 	 	SPACE
spir-8786	144	240	feature	feature	NOUN
spir-8786	144	241	 	 	SPACE
spir-8786	144	242	emerges	emerge	VERB
spir-8786	144	243	 	 	SPACE
spir-8786	144	244	through	through	ADP
spir-8786	144	245	 	 	SPACE
spir-8786	144	246	user	user	NOUN
spir-8786	144	247	 	 	SPACE
spir-8786	144	248	experimentation	experimentation	NOUN
spir-8786	144	249	,	,	PUNCT
spir-8786	144	250	 	 	SPACE
spir-8786	144	251	as	as	SCONJ
spir-8786	144	252	  	  	SPACE
spir-8786	144	253	people	people	NOUN
spir-8786	144	254	 	 	SPACE
spir-8786	144	255	seek	seek	VERB
spir-8786	144	256	 	 	SPACE
spir-8786	144	257	to	to	PART
spir-8786	144	258	 	 	SPACE
spir-8786	144	259	concretise	concretise	VERB
spir-8786	144	260	 	 	SPACE
spir-8786	144	261	the	the	DET
spir-8786	144	262	 	 	SPACE
spir-8786	144	263	platform	platform	NOUN
spir-8786	144	264	’s	’s	NOUN
spir-8786	144	265	 	 	SPACE
spir-8786	144	266	emerging	emerge	VERB
spir-8786	144	267	 	 	SPACE
spir-8786	144	268	uses	use	VERB
spir-8786	144	269	 	 	SPACE
spir-8786	144	270	and	and	CCONJ
spir-8786	144	271	 	 	SPACE
spir-8786	144	272	norms	norm	NOUN
spir-8786	144	273	,	,	PUNCT
spir-8786	144	274	 	 	SPACE
spir-8786	144	275	and	and	CCONJ
spir-8786	144	276	 	 	SPACE
spir-8786	144	277	in	in	ADP
spir-8786	144	278	 	 	SPACE
spir-8786	144	279	some	some	DET
spir-8786	144	280	 	 	SPACE
spir-8786	144	281	cases	case	NOUN
spir-8786	144	282	  	  	SPACE
spir-8786	144	283	to	to	PART
spir-8786	144	284	 	 	SPACE
spir-8786	144	285	develop	develop	VERB
spir-8786	144	286	 	 	SPACE
spir-8786	144	287	tools	tool	NOUN
spir-8786	144	288	 	 	SPACE
spir-8786	144	289	to	to	PART
spir-8786	144	290	 	 	SPACE
spir-8786	144	291	enhance	enhance	VERB
spir-8786	144	292	 	 	SPACE
spir-8786	144	293	and	and	CCONJ
spir-8786	144	294	 	 	SPACE
spir-8786	144	295	better	well	ADJ
spir-8786	144	296	 	 	SPACE
spir-8786	144	297	coordinate	coordinate	VERB
spir-8786	144	298	 	 	SPACE
spir-8786	144	299	these	these	DET
spir-8786	144	300	 	 	SPACE
spir-8786	144	301	conventions	convention	NOUN
spir-8786	144	302	.	.	PUNCT
spir-8786	144	303	 	 	SPACE
spir-8786	145	1	different	different	ADJ
spir-8786	145	2	 	 	SPACE
spir-8786	145	3	sets	set	VERB
spir-8786	145	4	 	 	SPACE
spir-8786	145	5	of	of	ADP
spir-8786	145	6	  	  	SPACE
spir-8786	145	7	users	user	NOUN
spir-8786	145	8	 	 	SPACE
spir-8786	145	9	with	with	ADP
spir-8786	145	10	 	 	SPACE
spir-8786	145	11	different	different	ADJ
spir-8786	145	12	 	 	SPACE
spir-8786	145	13	practical	practical	ADJ
spir-8786	145	14	 	 	SPACE
spir-8786	145	15	solutions	solution	NOUN
spir-8786	145	16	 	 	SPACE
spir-8786	145	17	in	in	ADP
spir-8786	145	18	 	 	SPACE
spir-8786	145	19	effect	effect	NOUN
spir-8786	145	20	 	 	SPACE
spir-8786	145	21	compete	compete	VERB
spir-8786	145	22	 	 	SPACE
spir-8786	145	23	in	in	ADP
spir-8786	145	24	 	 	SPACE
spir-8786	145	25	an	an	DET
spir-8786	145	26	 	 	SPACE
spir-8786	145	27	origin	origin	NOUN
spir-8786	145	28	 	 	SPACE
spir-8786	145	29	period	period	NOUN
spir-8786	145	30	 	 	SPACE
spir-8786	145	31	of	of	ADP
spir-8786	145	32	 	 	SPACE
spir-8786	145	33	relative	relative	ADJ
spir-8786	145	34	  	  	SPACE
spir-8786	145	35	interpretative	interpretative	ADJ
spir-8786	145	36	 	 	SPACE
spir-8786	145	37	flexibility	flexibility	NOUN
spir-8786	145	38	 	 	SPACE
spir-8786	145	39	(	(	PUNCT
spir-8786	145	40	van	van	NOUN
spir-8786	145	41	 	 	SPACE
spir-8786	145	42	dijck	dijck	NOUN
spir-8786	145	43	,	,	PUNCT
spir-8786	145	44	 	 	SPACE
spir-8786	145	45	2013	2013	NUM
spir-8786	145	46	)	)	PUNCT
spir-8786	145	47	.	.	PUNCT
spir-8786	145	48	   	   	SPACE
spir-8786	146	1	in	in	ADP
spir-8786	146	2	 	 	SPACE
spir-8786	146	3	the	the	DET
spir-8786	146	4	 	 	SPACE
spir-8786	146	5	most	most	ADJ
spir-8786	146	6	 	 	SPACE
spir-8786	146	7	well-­known	well-­known	PROPN
spir-8786	146	8	,	,	PUNCT
spir-8786	146	9	 	 	SPACE
spir-8786	146	10	canonic	canonic	ADJ
spir-8786	146	11	 	 	SPACE
spir-8786	146	12	version	version	NOUN
spir-8786	146	13	 	 	SPACE
spir-8786	146	14	of	of	ADP
spir-8786	146	15	  	  	SPACE
spir-8786	146	16	this	this	DET
spir-8786	146	17	 	 	SPACE
spir-8786	146	18	narrative	narrative	NOUN
spir-8786	146	19	,	,	PUNCT
spir-8786	146	20	 	 	SPACE
spir-8786	146	21	tech-­savvy	tech-­savvy	ADJ
spir-8786	146	22	 	 	SPACE
spir-8786	146	23	“	"	PUNCT
spir-8786	146	24	lead	lead	VERB
spir-8786	146	25	 	 	SPACE
spir-8786	146	26	users	user	NOUN
spir-8786	146	27	”	"	PUNCT
spir-8786	146	28	,	,	PUNCT
spir-8786	146	29	 	 	SPACE
spir-8786	146	30	in	in	ADP
spir-8786	146	31	 	 	SPACE
spir-8786	146	32	conjunction	conjunction	NOUN
spir-8786	146	33	 	 	SPACE
spir-8786	146	34	with	with	ADP
spir-8786	146	35	 	 	SPACE
spir-8786	146	36	the	the	DET
spir-8786	146	37	 	 	SPACE
spir-8786	146	38	media	medium	NOUN
spir-8786	146	39	 	 	SPACE
spir-8786	146	40	whose	whose	DET
spir-8786	146	41	 	 	SPACE
spir-8786	146	42	attention	attention	NOUN
spir-8786	146	43	  	  	SPACE
spir-8786	146	44	they	they	PRON
spir-8786	146	45	 	 	SPACE
spir-8786	146	46	are	be	AUX
spir-8786	146	47	 	 	SPACE
spir-8786	146	48	able	able	ADJ
spir-8786	146	49	 	 	SPACE
spir-8786	146	50	to	to	PART
spir-8786	146	51	 	 	SPACE
spir-8786	146	52	elicit	elicit	VERB
spir-8786	146	53	,	,	PUNCT
spir-8786	146	54	 	 	SPACE
spir-8786	146	55	win	win	VERB
spir-8786	146	56	 	 	SPACE
spir-8786	146	57	the	the	DET
spir-8786	146	58	 	 	SPACE
spir-8786	146	59	day	day	NOUN
spir-8786	146	60	 	 	SPACE
spir-8786	146	61	and	and	CCONJ
spir-8786	146	62	 	 	SPACE
spir-8786	146	63	twitter	twitter	NOUN
spir-8786	146	64	 	 	SPACE
spir-8786	146	65	adopts	adopt	VERB
spir-8786	146	66	 	 	SPACE
spir-8786	146	67	the	the	DET
spir-8786	146	68	 	 	SPACE
spir-8786	146	69	practice	practice	NOUN
spir-8786	146	70	 	 	SPACE
spir-8786	146	71	in	in	ADP
spir-8786	146	72	 	 	SPACE
spir-8786	146	73	a	a	DET
spir-8786	146	74	 	 	SPACE
spir-8786	146	75	form	form	NOUN
spir-8786	146	76	 	 	SPACE
spir-8786	146	77	built	build	VERB
spir-8786	146	78	 	 	SPACE
spir-8786	146	79	into	into	ADP
spir-8786	146	80	 	 	SPACE
spir-8786	146	81	the	the	DET
spir-8786	146	82	  	  	SPACE
spir-8786	146	83	interface	interface	NOUN
spir-8786	146	84	.	.	PUNCT
spir-8786	146	85	 	 	SPACE
spir-8786	147	1	but	but	CCONJ
spir-8786	147	2	,	,	PUNCT
spir-8786	147	3	 	 	SPACE
spir-8786	147	4	far	far	ADV
spir-8786	147	5	 	 	SPACE
spir-8786	147	6	from	from	ADP
spir-8786	147	7	 	 	SPACE
spir-8786	147	8	being	be	AUX
spir-8786	147	9	 	 	SPACE
spir-8786	147	10	settled	settle	VERB
spir-8786	147	11	 	 	SPACE
spir-8786	147	12	at	at	ADP
spir-8786	147	13	 	 	SPACE
spir-8786	147	14	that	that	DET
spir-8786	147	15	 	 	SPACE
spir-8786	147	16	point	point	NOUN
spir-8786	147	17	,	,	PUNCT
spir-8786	147	18	 	 	SPACE
spir-8786	147	19	a	a	DET
spir-8786	147	20	 	 	SPACE
spir-8786	147	21	third	third	ADJ
spir-8786	147	22	 	 	SPACE
spir-8786	147	23	phase	phase	NOUN
spir-8786	147	24	 	 	SPACE
spir-8786	147	25	of	of	ADP
spir-8786	147	26	 	 	SPACE
spir-8786	147	27	retention	retention	NOUN
spir-8786	147	28	 	 	SPACE
spir-8786	147	29	and	and	CCONJ
spir-8786	147	30	  	  	SPACE
spir-8786	147	31	controversy	controversy	NOUN
spir-8786	147	32	 	 	SPACE
spir-8786	147	33	continues	continue	VERB
spir-8786	147	34	 	 	SPACE
spir-8786	147	35	in	in	SCONJ
spir-8786	147	36	 	 	SPACE
spir-8786	147	37	which	which	DET
spir-8786	147	38	 	 	SPACE
spir-8786	147	39	diverse	diverse	ADJ
spir-8786	147	40	 	 	SPACE
spir-8786	147	41	communities	community	NOUN
spir-8786	147	42	 	 	SPACE
spir-8786	147	43	develop	develop	VERB
spir-8786	147	44	 	 	SPACE
spir-8786	147	45	diverse	diverse	ADJ
spir-8786	147	46	 	 	SPACE
spir-8786	147	47	cultural	cultural	ADJ
spir-8786	147	48	  	  	SPACE
spir-8786	147	49	applications	application	NOUN
spir-8786	147	50	 	 	SPACE
spir-8786	147	51	of	of	ADP
spir-8786	147	52	 	 	SPACE
spir-8786	147	53	these	these	DET
spir-8786	147	54	 	 	SPACE
spir-8786	147	55	features	feature	NOUN
spir-8786	147	56	,	,	PUNCT
spir-8786	147	57	 	 	SPACE
spir-8786	147	58	thereby	thereby	ADV
spir-8786	147	59	 	 	SPACE
spir-8786	147	60	continuing	continue	VERB
spir-8786	147	61	 	 	SPACE
spir-8786	147	62	to	to	PART
spir-8786	147	63	 	 	SPACE
spir-8786	147	64	experiment	experiment	NOUN
spir-8786	147	65	 	 	SPACE
spir-8786	147	66	with	with	ADP
spir-8786	147	67	 	 	SPACE
spir-8786	147	68	their	their	PRON
spir-8786	147	69	 	 	SPACE
spir-8786	147	70	affordances	affordance	NOUN
spir-8786	147	71	,	,	PUNCT
spir-8786	147	72	  	  	SPACE
spir-8786	147	73	both	both	PRON
spir-8786	147	74	 	 	SPACE
spir-8786	147	75	adopting	adopt	VERB
spir-8786	147	76	 	 	SPACE
spir-8786	147	77	and	and	CCONJ
spir-8786	147	78	 	 	SPACE
spir-8786	147	79	pushing	push	VERB
spir-8786	147	80	 	 	SPACE
spir-8786	147	81	back	back	ADV
spir-8786	147	82	 	 	SPACE
spir-8786	147	83	against	against	ADP
spir-8786	147	84	 	 	SPACE
spir-8786	147	85	how	how	SCONJ
spir-8786	147	86	 	 	SPACE
spir-8786	147	87	twitter	twitter	NOUN
spir-8786	147	88	 	 	SPACE
spir-8786	147	89	has	have	AUX
spir-8786	147	90	 	 	SPACE
spir-8786	147	91	institutionalized	institutionalize	VERB
spir-8786	147	92	 	 	SPACE
spir-8786	147	93	the	the	DET
spir-8786	147	94	 	 	SPACE
spir-8786	147	95	feature	feature	NOUN
spir-8786	147	96	.	.	PUNCT
spir-8786	147	97	    	    	SPACE
spir-8786	148	1	in	in	ADP
spir-8786	148	2	 	 	SPACE
spir-8786	148	3	this	this	DET
spir-8786	148	4	 	 	SPACE
spir-8786	148	5	ongoing	ongoing	ADJ
spir-8786	148	6	 	 	SPACE
spir-8786	148	7	process	process	NOUN
spir-8786	148	8	 	 	SPACE
spir-8786	148	9	that	that	PRON
spir-8786	148	10	 	 	SPACE
spir-8786	148	11	can	can	AUX
spir-8786	148	12	 	 	SPACE
spir-8786	148	13	involve	involve	VERB
spir-8786	148	14	 	 	SPACE
spir-8786	148	15	deeper	deep	ADJ
spir-8786	148	16	 	 	SPACE
spir-8786	148	17	embedding	embed	VERB
spir-8786	148	18	 	 	SPACE
spir-8786	148	19	or	or	CCONJ
spir-8786	148	20	 	 	SPACE
spir-8786	148	21	other	other	ADJ
spir-8786	148	22	 	 	SPACE
spir-8786	148	23	interface	interface	NOUN
spir-8786	148	24	 	 	SPACE
spir-8786	148	25	changes	change	NOUN
spir-8786	148	26	,	,	PUNCT
spir-8786	148	27	  	  	SPACE
spir-8786	148	28	controversies	controversy	NOUN
spir-8786	148	29	 	 	SPACE
spir-8786	148	30	can	can	AUX
spir-8786	148	31	 	 	SPACE
spir-8786	148	32	reignite	reignite	VERB
spir-8786	148	33	 	 	SPACE
spir-8786	148	34	or	or	CCONJ
spir-8786	148	35	 	 	SPACE
spir-8786	148	36	reveal	reveal	VERB
spir-8786	148	37	 	 	SPACE
spir-8786	148	38	competing	compete	VERB
spir-8786	148	39	 	 	SPACE
spir-8786	148	40	norms	norm	NOUN
spir-8786	148	41	,	,	PUNCT
spir-8786	148	42	 	 	SPACE
spir-8786	148	43	meanings	meaning	NOUN
spir-8786	148	44	 	 	SPACE
spir-8786	148	45	and	and	CCONJ
spir-8786	148	46	 	 	SPACE
spir-8786	148	47	understandings	understanding	NOUN
spir-8786	148	48	 	 	SPACE
spir-8786	148	49	of	of	ADP
spir-8786	148	50	  	  	SPACE
spir-8786	148	51	each	each	DET
spir-8786	148	52	 	 	SPACE
spir-8786	148	53	feature	feature	NOUN
spir-8786	148	54	 	 	SPACE
spir-8786	148	55	and	and	CCONJ
spir-8786	148	56	,	,	PUNCT
spir-8786	148	57	 	 	SPACE
spir-8786	148	58	by	by	ADP
spir-8786	148	59	,	,	PUNCT
spir-8786	148	60	 	 	SPACE
spir-8786	148	61	extension	extension	NOUN
spir-8786	148	62	 	 	SPACE
spir-8786	148	63	the	the	DET
spir-8786	148	64	 	 	SPACE
spir-8786	148	65	twitter	twitter	NOUN
spir-8786	148	66	 	 	SPACE
spir-8786	148	67	platform	platform	NOUN
spir-8786	148	68	 	 	SPACE
spir-8786	148	69	more	more	ADJ
spir-8786	148	70	 	 	SPACE
spir-8786	148	71	broadly	broadly	ADV
spir-8786	148	72	.	.	PUNCT
spir-8786	148	73	      	      	SPACE
spir-8786	148	74	competing	compete	VERB
spir-8786	148	75	 	 	SPACE
spir-8786	148	76	uses	use	NOUN
spir-8786	148	77	,	,	PUNCT
spir-8786	148	78	 	 	SPACE
spir-8786	148	79	competing	compete	VERB
spir-8786	148	80	 	 	SPACE
spir-8786	148	81	futures	future	NOUN
spir-8786	148	82	  	  	SPACE
spir-8786	148	83	we	we	PRON
spir-8786	148	84	 	 	SPACE
spir-8786	148	85	see	see	VERB
spir-8786	148	86	 	 	SPACE
spir-8786	148	87	constant	constant	ADJ
spir-8786	148	88	 	 	SPACE
spir-8786	148	89	and	and	CCONJ
spir-8786	148	90	 	 	SPACE
spir-8786	148	91	ongoing	ongoing	ADJ
spir-8786	148	92	 	 	SPACE
spir-8786	148	93	struggles	struggle	NOUN
spir-8786	148	94	 	 	SPACE
spir-8786	148	95	among	among	ADP
spir-8786	148	96	 	 	SPACE
spir-8786	148	97	all	all	DET
spir-8786	148	98	 	 	SPACE
spir-8786	148	99	stakeholders	stakeholder	NOUN
spir-8786	148	100	 	 	SPACE
spir-8786	148	101	over	over	ADP
spir-8786	148	102	 	 	SPACE
spir-8786	148	103	the	the	DET
spir-8786	148	104	 	 	SPACE
spir-8786	148	105	purposes	purpose	NOUN
spir-8786	148	106	,	,	PUNCT
spir-8786	148	107	  	  	SPACE
spir-8786	148	108	meanings	meaning	NOUN
spir-8786	148	109	 	 	SPACE
spir-8786	148	110	and	and	CCONJ
spir-8786	148	111	 	 	SPACE
spir-8786	148	112	value	value	NOUN
spir-8786	148	113	 	 	SPACE
spir-8786	148	114	of	of	ADP
spir-8786	148	115	 	 	SPACE
spir-8786	148	116	twitter	twitter	NOUN
spir-8786	148	117	–	–	PUNCT
spir-8786	148	118	and	and	CCONJ
spir-8786	148	119	 	 	SPACE
spir-8786	148	120	this	this	PRON
spir-8786	148	121	 	 	SPACE
spir-8786	148	122	is	be	AUX
spir-8786	148	123	 	 	SPACE
spir-8786	148	124	not	not	PART
spir-8786	148	125	 	 	SPACE
spir-8786	148	126	simply	simply	ADV
spir-8786	148	127	 	 	SPACE
spir-8786	148	128	a	a	DET
spir-8786	148	129	 	 	SPACE
spir-8786	148	130	matter	matter	NOUN
spir-8786	148	131	 	 	SPACE
spir-8786	148	132	of	of	ADP
spir-8786	148	133	 	 	SPACE
spir-8786	148	134	market-­oriented	market-­oriente	VERB
spir-8786	148	135	  	  	SPACE
spir-8786	148	136	business	business	NOUN
spir-8786	148	137	 	 	SPACE
spir-8786	148	138	goals	goal	NOUN
spir-8786	148	139	 	 	SPACE
spir-8786	148	140	versus	versus	ADP
spir-8786	148	141	 	 	SPACE
spir-8786	148	142	non-­market	non-­market	NOUN
spir-8786	148	143	 	 	SPACE
spir-8786	148	144	communitarian	communitarian	ADJ
spir-8786	148	145	 	 	SPACE
spir-8786	148	146	ideals	ideal	NOUN
spir-8786	148	147	.	.	PUNCT
spir-8786	148	148	 	 	SPACE
spir-8786	149	1	rather	rather	ADV
spir-8786	149	2	,	,	PUNCT
spir-8786	149	3	 	 	SPACE
spir-8786	149	4	there	there	PRON
spir-8786	149	5	 	 	SPACE
spir-8786	149	6	are	be	AUX
spir-8786	149	7	 	 	SPACE
spir-8786	149	8	a	a	DET
spir-8786	149	9	 	 	SPACE
spir-8786	149	10	number	number	NOUN
spir-8786	149	11	 	 	SPACE
spir-8786	149	12	of	of	ADP
spir-8786	149	13	  	  	SPACE
spir-8786	149	14	competing	compete	VERB
spir-8786	149	15	 	 	SPACE
spir-8786	149	16	visions	vision	NOUN
spir-8786	149	17	 	 	SPACE
spir-8786	149	18	of	of	ADP
spir-8786	149	19	 	 	SPACE
spir-8786	149	20	what	what	PRON
spir-8786	149	21	 	 	SPACE
spir-8786	149	22	twitter	twitter	NOUN
spir-8786	149	23	 	 	SPACE
spir-8786	149	24	should	should	AUX
spir-8786	149	25	 	 	SPACE
spir-8786	149	26	or	or	CCONJ
spir-8786	149	27	 	 	SPACE
spir-8786	149	28	could	could	AUX
spir-8786	149	29	 	 	SPACE
spir-8786	149	30	be	be	AUX
spir-8786	149	31	 	 	SPACE
spir-8786	149	32	for	for	SCONJ
spir-8786	149	33	 	 	SPACE
spir-8786	149	34	that	that	PRON
spir-8786	149	35	 	 	SPACE
spir-8786	149	36	have	have	AUX
spir-8786	149	37	 	 	SPACE
spir-8786	149	38	always	always	ADV
spir-8786	149	39	 	 	SPACE
spir-8786	149	40	co-­existed	co-­existe	VERB
spir-8786	149	41	  	  	SPACE
spir-8786	149	42	and	and	CCONJ
spir-8786	149	43	 	 	SPACE
spir-8786	149	44	continue	continue	VERB
spir-8786	149	45	 	 	SPACE
spir-8786	149	46	to	to	PART
spir-8786	149	47	 	 	SPACE
spir-8786	149	48	compete	compete	VERB
spir-8786	149	49	 	 	SPACE
spir-8786	149	50	within	within	ADP
spir-8786	149	51	 	 	SPACE
spir-8786	149	52	the	the	DET
spir-8786	149	53	 	 	SPACE
spir-8786	149	54	company	company	NOUN
spir-8786	149	55	 	 	SPACE
spir-8786	149	56	and	and	CCONJ
spir-8786	149	57	 	 	SPACE
spir-8786	149	58	among	among	ADP
spir-8786	149	59	 	 	SPACE
spir-8786	149	60	the	the	DET
spir-8786	149	61	 	 	SPACE
spir-8786	149	62	increasingly	increasingly	ADV
spir-8786	149	63	 	 	SPACE
spir-8786	149	64	diverse	diverse	ADJ
spir-8786	149	65	 	 	SPACE
spir-8786	149	66	user	user	NOUN
spir-8786	149	67	  	  	SPACE
spir-8786	149	68	community	community	NOUN
spir-8786	149	69	:	:	PUNCT
spir-8786	149	70	 	 	SPACE
spir-8786	149	71	was	be	AUX
spir-8786	149	72	 	 	SPACE
spir-8786	149	73	it	it	PRON
spir-8786	149	74	 	 	SPACE
spir-8786	149	75	a	a	DET
spir-8786	149	76	 	 	SPACE
spir-8786	149	77	personal	personal	ADJ
spir-8786	149	78	 	 	SPACE
spir-8786	149	79	messaging	messaging	NOUN
spir-8786	149	80	 	 	SPACE
spir-8786	149	81	service	service	NOUN
spir-8786	149	82	 	 	SPACE
spir-8786	149	83	–	–	PUNCT
spir-8786	149	84	 	 	SPACE
spir-8786	149	85	and	and	CCONJ
spir-8786	149	86	 	 	SPACE
spir-8786	149	87	then	then	ADV
spir-8786	149	88	 	 	SPACE
spir-8786	149	89	maybe	maybe	ADV
spir-8786	149	90	 	 	SPACE
spir-8786	149	91	a	a	DET
spir-8786	149	92	 	 	SPACE
spir-8786	149	93	social	social	ADJ
spir-8786	149	94	 	 	SPACE
spir-8786	149	95	networking	network	VERB
spir-8786	149	96	  	  	SPACE
spir-8786	149	97	site	site	NOUN
spir-8786	149	98	?	?	PUNCT
spir-8786	149	99	 	 	SPACE
spir-8786	149	100	was	be	AUX
spir-8786	149	101	 	 	SPACE
spir-8786	149	102	it	it	PRON
spir-8786	149	103	 	 	SPACE
spir-8786	149	104	a	a	DET
spir-8786	149	105	 	 	SPACE
spir-8786	149	106	platform	platform	NOUN
spir-8786	149	107	 	 	SPACE
spir-8786	149	108	for	for	ADP
spir-8786	149	109	 	 	SPACE
spir-8786	149	110	creating	create	VERB
spir-8786	149	111	 	 	SPACE
spir-8786	149	112	and	and	CCONJ
spir-8786	149	113	 	 	SPACE
spir-8786	149	114	sharing	share	VERB
spir-8786	149	115	 	 	SPACE
spir-8786	149	116	media	medium	NOUN
spir-8786	149	117	 	 	SPACE
spir-8786	149	118	and	and	CCONJ
spir-8786	149	119	 	 	SPACE
spir-8786	149	120	entertainment	entertainment	NOUN
spir-8786	149	121	?	?	PUNCT
spir-8786	149	122	 	 	SPACE
spir-8786	149	123	or	or	CCONJ
spir-8786	149	124	 	 	SPACE
spir-8786	149	125	was	be	AUX
spir-8786	149	126	 	 	SPACE
spir-8786	149	127	it	it	PRON
spir-8786	149	128	 	 	SPACE
spir-8786	149	129	a	a	DET
spir-8786	149	130	  	  	SPACE
spir-8786	149	131	global	global	ADJ
spir-8786	149	132	 	 	SPACE
spir-8786	149	133	news	news	NOUN
spir-8786	149	134	 	 	SPACE
spir-8786	149	135	dissemination	dissemination	NOUN
spir-8786	149	136	 	 	SPACE
spir-8786	149	137	network	network	NOUN
spir-8786	149	138	 	 	SPACE
spir-8786	149	139	that	that	PRON
spir-8786	149	140	 	 	SPACE
spir-8786	149	141	would	would	AUX
spir-8786	149	142	 	 	SPACE
spir-8786	149	143	one	one	NUM
spir-8786	149	144	 	 	SPACE
spir-8786	149	145	day	day	NOUN
spir-8786	149	146	 	 	SPACE
spir-8786	149	147	“	"	PUNCT
spir-8786	149	148	fade	fade	NOUN
spir-8786	149	149	 	 	SPACE
spir-8786	149	150	into	into	ADP
spir-8786	149	151	 	 	SPACE
spir-8786	149	152	the	the	DET
spir-8786	149	153	 	 	SPACE
spir-8786	149	154	background	background	NOUN
spir-8786	149	155	”	"	PUNCT
spir-8786	149	156	 	 	SPACE
spir-8786	149	157	and	and	CCONJ
spir-8786	149	158	  	  	SPACE
spir-8786	149	159	become	become	VERB
spir-8786	149	160	 	 	SPACE
spir-8786	149	161	an	an	DET
spir-8786	149	162	 	 	SPACE
spir-8786	149	163	invisible	invisible	ADJ
spir-8786	149	164	 	 	SPACE
spir-8786	149	165	utility	utility	NOUN
spir-8786	149	166	 	 	SPACE
spir-8786	149	167	as	as	SCONJ
spir-8786	149	168	 	 	SPACE
spir-8786	149	169	co-­founder	co-­founder	NOUN
spir-8786	149	170	 	 	SPACE
spir-8786	149	171	jack	jack	PROPN
spir-8786	149	172	 	 	SPACE
spir-8786	149	173	dorsey	dorsey	PROPN
spir-8786	149	174	 	 	SPACE
spir-8786	149	175	had	have	AUX
spir-8786	149	176	 	 	SPACE
spir-8786	149	177	fantasised	fantasise	VERB
spir-8786	149	178	 	 	SPACE
spir-8786	149	179	(	(	PUNCT
spir-8786	149	180	in	in	ADP
spir-8786	149	181	 	 	SPACE
spir-8786	149	182	van	van	NOUN
spir-8786	149	183	 	 	SPACE
spir-8786	149	184	dijck	dijck	NOUN
spir-8786	149	185	,	,	PUNCT
spir-8786	149	186	 	 	SPACE
spir-8786	149	187	88	88	NUM
spir-8786	149	188	)	)	PUNCT
spir-8786	149	189	?	?	PUNCT
spir-8786	149	190	      	      	SPACE
spir-8786	150	1	this	this	DET
spir-8786	150	2	 	 	SPACE
spir-8786	150	3	dual	dual	ADJ
spir-8786	150	4	 	 	SPACE
spir-8786	150	5	struggle	struggle	NOUN
spir-8786	150	6	 	 	SPACE
spir-8786	150	7	between	between	ADP
spir-8786	150	8	,	,	PUNCT
spir-8786	150	9	 	 	SPACE
spir-8786	150	10	on	on	ADP
spir-8786	150	11	 	 	SPACE
spir-8786	150	12	the	the	DET
spir-8786	150	13	 	 	SPACE
spir-8786	150	14	one	one	NUM
spir-8786	150	15	 	 	SPACE
spir-8786	150	16	hand	hand	NOUN
spir-8786	150	17	,	,	PUNCT
spir-8786	150	18	 	 	SPACE
spir-8786	150	19	social	social	ADJ
spir-8786	150	20	 	 	SPACE
spir-8786	150	21	network-­oriented	network-­oriente	VERB
spir-8786	150	22	 	 	SPACE
spir-8786	150	23	models	model	NOUN
spir-8786	150	24	 	 	SPACE
spir-8786	150	25	and	and	CCONJ
spir-8786	150	26	  	  	SPACE
spir-8786	150	27	media-­centric	media-­centric	ADJ
spir-8786	150	28	 	 	SPACE
spir-8786	150	29	business	business	NOUN
spir-8786	150	30	 	 	SPACE
spir-8786	150	31	models	model	NOUN
spir-8786	150	32	 	 	SPACE
spir-8786	150	33	for	for	ADP
spir-8786	150	34	 	 	SPACE
spir-8786	150	35	the	the	DET
spir-8786	150	36	 	 	SPACE
spir-8786	150	37	platform	platform	NOUN
spir-8786	150	38	,	,	PUNCT
spir-8786	150	39	 	 	SPACE
spir-8786	150	40	and	and	CCONJ
spir-8786	150	41	 	 	SPACE
spir-8786	150	42	on	on	ADP
spir-8786	150	43	 	 	SPACE
spir-8786	150	44	the	the	DET
spir-8786	150	45	 	 	SPACE
spir-8786	150	46	other	other	ADJ
spir-8786	150	47	 	 	SPACE
spir-8786	150	48	(	(	PUNCT
spir-8786	150	49	especially	especially	ADV
spir-8786	150	50	 	 	SPACE
spir-8786	150	51	among	among	ADP
spir-8786	150	52	  	  	SPACE
spir-8786	150	53	users	user	NOUN
spir-8786	150	54	)	)	PUNCT
spir-8786	150	55	,	,	PUNCT
spir-8786	150	56	 	 	SPACE
spir-8786	150	57	between	between	ADP
spir-8786	150	58	 	 	SPACE
spir-8786	150	59	different	different	ADJ
spir-8786	150	60	 	 	SPACE
spir-8786	150	61	understandings	understanding	NOUN
spir-8786	150	62	 	 	SPACE
spir-8786	150	63	and	and	CCONJ
spir-8786	150	64	 	 	SPACE
spir-8786	150	65	values	value	NOUN
spir-8786	150	66	 	 	SPACE
spir-8786	150	67	of	of	ADP
spir-8786	150	68	 	 	SPACE
spir-8786	150	69	courtesy	courtesy	NOUN
spir-8786	150	70	,	,	PUNCT
spir-8786	150	71	 	 	SPACE
spir-8786	150	72	respect	respect	NOUN
spir-8786	150	73	,	,	PUNCT
spir-8786	150	74	 	 	SPACE
spir-8786	150	75	sociability	sociability	NOUN
spir-8786	150	76	,	,	PUNCT
spir-8786	150	77	  	  	SPACE
spir-8786	150	78	intimacy	intimacy	NOUN
spir-8786	150	79	,	,	PUNCT
spir-8786	150	80	 	 	SPACE
spir-8786	150	81	and	and	CCONJ
spir-8786	150	82	 	 	SPACE
spir-8786	150	83	publicness	publicness	NOUN
spir-8786	150	84	,	,	PUNCT
spir-8786	150	85	 	 	SPACE
spir-8786	150	86	has	have	AUX
spir-8786	150	87	 	 	SPACE
spir-8786	150	88	been	be	AUX
spir-8786	150	89	 	 	SPACE
spir-8786	150	90	a	a	DET
spir-8786	150	91	 	 	SPACE
spir-8786	150	92	constant	constant	ADJ
spir-8786	150	93	 	 	SPACE
spir-8786	150	94	baseline	baseline	NOUN
spir-8786	150	95	 	 	SPACE
spir-8786	150	96	underscoring	underscore	VERB
spir-8786	150	97	 	 	SPACE
spir-8786	150	98	the	the	DET
spir-8786	150	99	 	 	SPACE
spir-8786	150	100	history	history	NOUN
spir-8786	150	101	 	 	SPACE
spir-8786	150	102	of	of	ADP
spir-8786	150	103	  	  	SPACE
spir-8786	150	104	twitter	twitter	NOUN
spir-8786	150	105	 	 	SPACE
spir-8786	150	106	(	(	PUNCT
spir-8786	150	107	bilton	bilton	NOUN
spir-8786	150	108	,	,	PUNCT
spir-8786	150	109	 	 	SPACE
spir-8786	150	110	2014	2014	NUM
spir-8786	150	111	)	)	PUNCT
spir-8786	150	112	.	.	PUNCT
spir-8786	150	113	 	 	SPACE
spir-8786	151	1	it	it	PRON
spir-8786	151	2	 	 	SPACE
spir-8786	151	3	continues	continue	VERB
spir-8786	151	4	 	 	SPACE
spir-8786	151	5	to	to	PART
spir-8786	151	6	 	 	SPACE
spir-8786	151	7	play	play	VERB
spir-8786	151	8	 	 	SPACE
spir-8786	151	9	out	out	ADP
spir-8786	151	10	,	,	PUNCT
spir-8786	151	11	 	 	SPACE
spir-8786	151	12	increasingly	increasingly	ADV
spir-8786	151	13	 	 	SPACE
spir-8786	151	14	publicly	publicly	ADV
spir-8786	151	15	,	,	PUNCT
spir-8786	151	16	 	 	SPACE
spir-8786	151	17	and	and	CCONJ
spir-8786	151	18	 	 	SPACE
spir-8786	151	19	the	the	DET
spir-8786	151	20	 	 	SPACE
spir-8786	151	21	core	core	NOUN
spir-8786	151	22	  	  	SPACE
spir-8786	151	23	mediating	mediate	VERB
spir-8786	151	24	 	 	SPACE
spir-8786	151	25	features	feature	NOUN
spir-8786	151	26	 	 	SPACE
spir-8786	151	27	of	of	ADP
spir-8786	151	28	 	 	SPACE
spir-8786	151	29	the	the	DET
spir-8786	151	30	 	 	SPACE
spir-8786	151	31	platform	platform	NOUN
spir-8786	151	32	 	 	SPACE
spir-8786	151	33	–	–	PUNCT
spir-8786	151	34	 	 	SPACE
spir-8786	151	35	where	where	SCONJ
spir-8786	151	36	 	 	SPACE
spir-8786	151	37	business	business	NOUN
spir-8786	151	38	 	 	SPACE
spir-8786	151	39	and	and	CCONJ
spir-8786	151	40	 	 	SPACE
spir-8786	151	41	back	back	NOUN
spir-8786	151	42	 	 	SPACE
spir-8786	151	43	end	end	NOUN
spir-8786	151	44	 	 	SPACE
spir-8786	151	45	meet	meet	VERB
spir-8786	151	46	 	 	SPACE
spir-8786	151	47	a	a	DET
spir-8786	151	48	 	 	SPACE
spir-8786	151	49	diverse	diverse	ADJ
spir-8786	151	50	 	 	SPACE
spir-8786	151	51	range	range	NOUN
spir-8786	151	52	  	  	SPACE
spir-8786	151	53	of	of	ADP
spir-8786	151	54	 	 	SPACE
spir-8786	151	55	users	user	NOUN
spir-8786	151	56	 	 	SPACE
spir-8786	151	57	and	and	CCONJ
spir-8786	151	58	 	 	SPACE
spir-8786	151	59	their	their	PRON
spir-8786	151	60	 	 	SPACE
spir-8786	151	61	practices	practice	NOUN
spir-8786	151	62	 	 	SPACE
spir-8786	151	63	and	and	CCONJ
spir-8786	151	64	 	 	SPACE
spir-8786	151	65	understandings	understanding	NOUN
spir-8786	151	66	 	 	SPACE
spir-8786	151	67	–	–	PUNCT
spir-8786	151	68	 	 	SPACE
spir-8786	151	69	are	be	AUX
spir-8786	151	70	 	 	SPACE
spir-8786	151	71	the	the	DET
spir-8786	151	72	 	 	SPACE
spir-8786	151	73	battleground	battleground	NOUN
spir-8786	151	74	.	.	PUNCT
spir-8786	151	75	        	        	SPACE
spir-8786	152	1	references	reference	NOUN
spir-8786	152	2	    	    	SPACE
spir-8786	152	3	bilton	bilton	NOUN
spir-8786	152	4	,	,	PUNCT
spir-8786	152	5	 	 	SPACE
spir-8786	152	6	n.	n.	NOUN
spir-8786	152	7	 	 	SPACE
spir-8786	152	8	(	(	PUNCT
spir-8786	152	9	2014	2014	NUM
spir-8786	152	10	)	)	PUNCT
spir-8786	152	11	.	.	PUNCT
spir-8786	152	12	 	 	SPACE
spir-8786	153	1	hatching	hatch	VERB
spir-8786	153	2	 	 	SPACE
spir-8786	153	3	twitter	twitter	NOUN
spir-8786	153	4	.	.	PUNCT
spir-8786	153	5	 	 	SPACE
spir-8786	154	1	london	london	PROPN
spir-8786	154	2	:	:	PUNCT
spir-8786	154	3	 	 	SPACE
spir-8786	154	4	hodder	hodder	PROPN
spir-8786	154	5	 	 	SPACE
spir-8786	154	6	&	&	CCONJ
spir-8786	154	7	 	 	SPACE
spir-8786	154	8	stoughton	stoughton	PROPN
spir-8786	154	9	.	.	PUNCT
spir-8786	154	10	  	  	SPACE
spir-8786	154	11	bruns	brun	NOUN
spir-8786	154	12	,	,	PUNCT
spir-8786	154	13	 	 	SPACE
spir-8786	154	14	a.	a.	NOUN
spir-8786	154	15	 	 	SPACE
spir-8786	154	16	(	(	PUNCT
spir-8786	154	17	2012	2012	NUM
spir-8786	154	18	)	)	PUNCT
spir-8786	154	19	.	.	PUNCT
spir-8786	154	20	 	 	SPACE
spir-8786	155	1	ad	ad	NOUN
spir-8786	155	2	 	 	SPACE
spir-8786	155	3	hoc	hoc	X
spir-8786	155	4	 	 	SPACE
spir-8786	155	5	innovation	innovation	NOUN
spir-8786	155	6	 	 	SPACE
spir-8786	155	7	by	by	ADP
spir-8786	155	8	 	 	SPACE
spir-8786	155	9	users	user	NOUN
spir-8786	155	10	 	 	SPACE
spir-8786	155	11	of	of	ADP
spir-8786	155	12	 	 	SPACE
spir-8786	155	13	social	social	ADJ
spir-8786	155	14	 	 	SPACE
spir-8786	155	15	networks	network	NOUN
spir-8786	155	16	:	:	PUNCT
spir-8786	155	17	 	 	SPACE
spir-8786	155	18	the	the	DET
spir-8786	155	19	 	 	SPACE
spir-8786	155	20	case	case	NOUN
spir-8786	155	21	 	 	SPACE
spir-8786	155	22	of	of	ADP
spir-8786	155	23	  	  	SPACE
spir-8786	155	24	twitter	twitter	NOUN
spir-8786	155	25	.	.	PUNCT
spir-8786	155	26	 	 	SPACE
spir-8786	155	27	zsi	zsi	PROPN
spir-8786	155	28	 	 	SPACE
spir-8786	155	29	discussion	discussion	NOUN
spir-8786	155	30	 	 	SPACE
spir-8786	155	31	paper	paper	NOUN
spir-8786	155	32	,	,	PUNCT
spir-8786	155	33	 	 	SPACE
spir-8786	155	34	16(2012	16(2012	NOUN
spir-8786	155	35	)	)	PUNCT
spir-8786	155	36	,	,	PUNCT
spir-8786	155	37	 	 	SPACE
spir-8786	155	38	1-­	1-­	NUM
spir-8786	155	39	13	13	NUM
spir-8786	155	40	.	.	PUNCT
spir-8786	155	41	 	 	SPACE
spir-8786	156	1	https://www.zsi.at/attach/dp16_bruns.pdf	https://www.zsi.at/attach/dp16_bruns.pdf	NOUN
spir-8786	156	2	  	  	SPACE
spir-8786	156	3	bucher	bucher	NOUN
spir-8786	156	4	,	,	PUNCT
spir-8786	156	5	 	 	SPACE
spir-8786	156	6	t.	t.	NOUN
spir-8786	156	7	 	 	SPACE
spir-8786	156	8	(	(	PUNCT
spir-8786	156	9	2013	2013	NUM
spir-8786	156	10	)	)	PUNCT
spir-8786	156	11	.	.	PUNCT
spir-8786	156	12	 	 	SPACE
spir-8786	156	13	objects	object	VERB
spir-8786	156	14	 	 	SPACE
spir-8786	156	15	of	of	ADP
spir-8786	156	16	 	 	SPACE
spir-8786	156	17	intense	intense	ADJ
spir-8786	156	18	 	 	SPACE
spir-8786	156	19	feeling	feeling	NOUN
spir-8786	156	20	:	:	PUNCT
spir-8786	156	21	 	 	SPACE
spir-8786	156	22	the	the	DET
spir-8786	156	23	 	 	SPACE
spir-8786	156	24	case	case	NOUN
spir-8786	156	25	 	 	SPACE
spir-8786	156	26	of	of	ADP
spir-8786	156	27	 	 	SPACE
spir-8786	156	28	the	the	DET
spir-8786	156	29	 	 	SPACE
spir-8786	156	30	twitter	twitter	NOUN
spir-8786	156	31	 	 	SPACE
spir-8786	156	32	apis	apis	PROPN
spir-8786	156	33	.	.	PUNCT
spir-8786	156	34	  	  	SPACE
spir-8786	156	35	computational	computational	ADJ
spir-8786	156	36	 	 	SPACE
spir-8786	156	37	culture	culture	NOUN
spir-8786	156	38	,	,	PUNCT
spir-8786	156	39	 	 	SPACE
spir-8786	156	40	3	3	X
spir-8786	156	41	.	.	PUNCT
spir-8786	156	42	    	    	SPACE
spir-8786	156	43	halavais	halavais	PROPN
spir-8786	156	44	,	,	PUNCT
spir-8786	156	45	 	 	SPACE
spir-8786	156	46	a.	a.	NOUN
spir-8786	156	47	 	 	SPACE
spir-8786	156	48	(	(	PUNCT
spir-8786	156	49	2014	2014	NUM
spir-8786	156	50	)	)	PUNCT
spir-8786	156	51	 	 	SPACE
spir-8786	156	52	structure	structure	NOUN
spir-8786	156	53	 	 	SPACE
spir-8786	156	54	of	of	ADP
spir-8786	156	55	 	 	SPACE
spir-8786	156	56	twitter	twitter	NOUN
spir-8786	156	57	:	:	PUNCT
spir-8786	156	58	 	 	SPACE
spir-8786	156	59	social	social	ADJ
spir-8786	156	60	 	 	SPACE
spir-8786	156	61	and	and	CCONJ
spir-8786	156	62	 	 	SPACE
spir-8786	156	63	technical	technical	ADJ
spir-8786	156	64	.	.	PUNCT
spir-8786	156	65	 	 	SPACE
spir-8786	156	66	in	in	ADP
spir-8786	156	67	 	 	SPACE
spir-8786	156	68	weller	weller	NOUN
spir-8786	156	69	,	,	PUNCT
spir-8786	156	70	 	 	SPACE
spir-8786	156	71	k.	k.	PROPN
spir-8786	156	72	 	 	SPACE
spir-8786	156	73	et	et	PROPN
spir-8786	156	74	 	 	SPACE
spir-8786	156	75	al	al	PROPN
spir-8786	156	76	 	 	SPACE
spir-8786	156	77	(	(	PUNCT
spir-8786	156	78	eds	ed	NOUN
spir-8786	156	79	.	.	PUNCT
spir-8786	156	80	)	)	PUNCT
spir-8786	156	81	  	  	SPACE
spir-8786	156	82	twitter	twitter	NOUN
spir-8786	156	83	 	 	SPACE
spir-8786	156	84	and	and	CCONJ
spir-8786	156	85	 	 	SPACE
spir-8786	156	86	society	society	NOUN
spir-8786	156	87	 	 	SPACE
spir-8786	156	88	(	(	PUNCT
spir-8786	156	89	pp	pp	ADJ
spir-8786	156	90	.	.	PUNCT
spir-8786	156	91	 	 	SPACE
spir-8786	156	92	29-­41	29-­41	NUM
spir-8786	156	93	)	)	PUNCT
spir-8786	156	94	 	 	SPACE
spir-8786	156	95	new	new	ADJ
spir-8786	156	96	 	 	SPACE
spir-8786	156	97	york	york	PROPN
spir-8786	156	98	:	:	PUNCT
spir-8786	156	99	 	 	SPACE
spir-8786	156	100	peter	peter	PROPN
spir-8786	156	101	 	 	SPACE
spir-8786	156	102	lang	lang	PROPN
spir-8786	156	103	.	.	PUNCT
spir-8786	156	104	  	  	SPACE
spir-8786	156	105	kooti	kooti	PROPN
spir-8786	156	106	,	,	PUNCT
spir-8786	156	107	 	 	SPACE
spir-8786	156	108	f.	f.	PROPN
spir-8786	156	109	,	,	PUNCT
spir-8786	156	110	 	 	SPACE
spir-8786	156	111	yang	yang	PROPN
spir-8786	156	112	,	,	PUNCT
spir-8786	156	113	 	 	SPACE
spir-8786	156	114	h.	h.	PROPN
spir-8786	156	115	,	,	PUNCT
spir-8786	156	116	 	 	SPACE
spir-8786	156	117	cha	cha	PROPN
spir-8786	156	118	,	,	PUNCT
spir-8786	156	119	 	 	SPACE
spir-8786	156	120	m.	m.	NOUN
spir-8786	156	121	,	,	PUNCT
spir-8786	156	122	 	 	SPACE
spir-8786	156	123	gummadi	gummadi	NOUN
spir-8786	156	124	,	,	PUNCT
spir-8786	156	125	 	 	SPACE
spir-8786	156	126	k.	k.	PROPN
spir-8786	156	127	,	,	PUNCT
spir-8786	156	128	 	 	SPACE
spir-8786	156	129	&	&	CCONJ
spir-8786	156	130	 	 	SPACE
spir-8786	156	131	mason	mason	PROPN
spir-8786	156	132	,	,	PUNCT
spir-8786	156	133	 	 	SPACE
spir-8786	156	134	w.	w.	PROPN
spir-8786	156	135	 	 	SPACE
spir-8786	156	136	(	(	PUNCT
spir-8786	156	137	2012	2012	NUM
spir-8786	156	138	)	)	PUNCT
spir-8786	156	139	.	.	PUNCT
spir-8786	156	140	 	 	SPACE
spir-8786	157	1	the	the	DET
spir-8786	157	2	 	 	SPACE
spir-8786	157	3	emergence	emergence	NOUN
spir-8786	157	4	 	 	SPACE
spir-8786	157	5	of	of	ADP
spir-8786	157	6	  	  	SPACE
spir-8786	157	7	conventions	convention	NOUN
spir-8786	157	8	 	 	SPACE
spir-8786	157	9	in	in	ADP
spir-8786	157	10	 	 	SPACE
spir-8786	157	11	online	online	ADJ
spir-8786	157	12	 	 	SPACE
spir-8786	157	13	social	social	ADJ
spir-8786	157	14	 	 	SPACE
spir-8786	157	15	networks	network	NOUN
spir-8786	157	16	.	.	PUNCT
spir-8786	157	17	 	 	SPACE
spir-8786	158	1	in	in	ADP
spir-8786	158	2	 	 	SPACE
spir-8786	158	3	international	international	ADJ
spir-8786	158	4	 	 	SPACE
spir-8786	158	5	aaai	aaai	PROPN
spir-8786	158	6	 	 	SPACE
spir-8786	158	7	conference	conference	NOUN
spir-8786	158	8	 	 	SPACE
spir-8786	158	9	on	on	ADP
spir-8786	158	10	  	  	SPACE
spir-8786	158	11	weblogs	weblog	VERB
spir-8786	158	12	 	 	SPACE
spir-8786	158	13	and	and	CCONJ
spir-8786	158	14	 	 	SPACE
spir-8786	158	15	social	social	ADJ
spir-8786	158	16	 	 	SPACE
spir-8786	158	17	media	medium	NOUN
spir-8786	158	18	.	.	PUNCT
spir-8786	158	19	  	  	SPACE
spir-8786	159	1	from	from	ADP
spir-8786	159	2	 	 	SPACE
spir-8786	159	3	http://www.aaai.org/ocs/index.php/icwsm/icwsm12/paper/view/4661	http://www.aaai.org/ocs/index.php/icwsm/icwsm12/paper/view/4661	PROPN
spir-8786	159	4	  	  	SPACE
spir-8786	159	5	van	van	NOUN
spir-8786	159	6	 	 	SPACE
spir-8786	159	7	dijck	dijck	NOUN
spir-8786	159	8	,	,	PUNCT
spir-8786	159	9	 	 	SPACE
spir-8786	159	10	j.	j.	PROPN
spir-8786	159	11	 	 	SPACE
spir-8786	159	12	(	(	PUNCT
spir-8786	159	13	2013	2013	NUM
spir-8786	159	14	)	)	PUNCT
spir-8786	159	15	.	.	PUNCT
spir-8786	159	16	 	 	SPACE
spir-8786	159	17	culture	culture	NOUN
spir-8786	159	18	 	 	SPACE
spir-8786	159	19	of	of	ADP
spir-8786	159	20	 	 	SPACE
spir-8786	159	21	connectivity	connectivity	NOUN
spir-8786	159	22	:	:	PUNCT
spir-8786	159	23	 	 	SPACE
spir-8786	159	24	a	a	DET
spir-8786	159	25	 	 	SPACE
spir-8786	159	26	critical	critical	ADJ
spir-8786	159	27	 	 	SPACE
spir-8786	159	28	history	history	NOUN
spir-8786	159	29	 	 	SPACE
spir-8786	159	30	of	of	ADP
spir-8786	159	31	 	 	SPACE
spir-8786	159	32	social	social	ADJ
spir-8786	159	33	 	 	SPACE
spir-8786	159	34	media	medium	NOUN
spir-8786	159	35	.	.	PUNCT
spir-8786	159	36	 	 	SPACE
spir-8786	159	37	new	new	ADJ
spir-8786	159	38	  	  	SPACE
spir-8786	159	39	york	york	PROPN
spir-8786	159	40	:	:	PUNCT
spir-8786	159	41	 	 	SPACE
spir-8786	159	42	oxford	oxford	PROPN
spir-8786	159	43	 	 	SPACE
spir-8786	159	44	university	university	NOUN
spir-8786	159	45	 	 	SPACE
spir-8786	159	46	press	press	NOUN
spir-8786	159	47	.	.	PUNCT
spir-8786	159	48	  	  	SPACE
spir-8786	159	49	williams	williams	PROPN
spir-8786	159	50	,	,	PUNCT
spir-8786	159	51	 	 	SPACE
spir-8786	159	52	r.	r.	PROPN
spir-8786	159	53	 	 	SPACE
spir-8786	159	54	(	(	PUNCT
spir-8786	159	55	1977	1977	NUM
spir-8786	159	56	)	)	PUNCT
spir-8786	159	57	.	.	PUNCT
spir-8786	159	58	 	 	SPACE
spir-8786	159	59	marxism	marxism	NOUN
spir-8786	159	60	 	 	SPACE
spir-8786	159	61	and	and	CCONJ
spir-8786	159	62	 	 	SPACE
spir-8786	159	63	literature	literature	NOUN
spir-8786	159	64	.	.	PUNCT
spir-8786	159	65	 	 	SPACE
spir-8786	159	66	oxford	oxford	PROPN
spir-8786	159	67	:	:	PUNCT
spir-8786	159	68	 	 	SPACE
spir-8786	159	69	oxford	oxford	PROPN
spir-8786	159	70	 	 	SPACE
spir-8786	159	71	university	university	NOUN
spir-8786	159	72	 	 	SPACE
spir-8786	159	73	press	press	NOUN
spir-8786	159	74	.	.	PUNCT
spir-8786	159	75	          	          	SPACE
spir-8786	160	1	4	4	X
spir-8786	160	2	.	.	PUNCT
spir-8786	160	3	 	 	SPACE
spir-8786	160	4	qualifying	qualify	VERB
spir-8786	160	5	 	 	SPACE
spir-8786	160	6	the	the	DET
spir-8786	160	7	 	 	SPACE
spir-8786	160	8	quantified	quantified	ADJ
spir-8786	160	9	 	 	SPACE
spir-8786	160	10	audience	audience	NOUN
spir-8786	160	11	    	    	SPACE
spir-8786	160	12	stuart	stuart	PROPN
spir-8786	160	13	 	 	SPACE
spir-8786	160	14	cunningham	cunningham	PROPN
spir-8786	160	15	  	  	SPACE
spir-8786	160	16	queensland	queensland	PROPN
spir-8786	160	17	 	 	SPACE
spir-8786	160	18	university	university	NOUN
spir-8786	160	19	 	 	SPACE
spir-8786	160	20	of	of	ADP
spir-8786	160	21	 	 	SPACE
spir-8786	160	22	technology	technology	NOUN
spir-8786	160	23	 	 	SPACE
spir-8786	160	24	(	(	PUNCT
spir-8786	160	25	qut	qut	PROPN
spir-8786	160	26	)	)	PUNCT
spir-8786	160	27	    	    	SPACE
spir-8786	160	28	david	david	PROPN
spir-8786	160	29	 	 	SPACE
spir-8786	160	30	r.	r.	PROPN
spir-8786	160	31	 	 	SPACE
spir-8786	160	32	craig	craig	PROPN
spir-8786	160	33	  	  	SPACE
spir-8786	160	34	university	university	NOUN
spir-8786	160	35	 	 	SPACE
spir-8786	160	36	of	of	ADP
spir-8786	160	37	 	 	SPACE
spir-8786	160	38	southern	southern	ADJ
spir-8786	160	39	 	 	SPACE
spir-8786	160	40	california	california	PROPN
spir-8786	160	41	    	    	SPACE
spir-8786	160	42	‘	'	PUNCT
spir-8786	160	43	critical	critical	ADJ
spir-8786	160	44	 	 	SPACE
spir-8786	160	45	algorithm	algorithm	NOUN
spir-8786	160	46	 	 	SPACE
spir-8786	160	47	studies	study	NOUN
spir-8786	160	48	’	'	PUNCT
spir-8786	160	49	 	 	SPACE
spir-8786	160	50	is	be	AUX
spir-8786	160	51	 	 	SPACE
spir-8786	160	52	a	a	DET
spir-8786	160	53	 	 	SPACE
spir-8786	160	54	burgeoning	burgeon	VERB
spir-8786	160	55	 	 	SPACE
spir-8786	160	56	field	field	NOUN
spir-8786	160	57	.	.	PUNCT
spir-8786	160	58	 	 	SPACE
spir-8786	161	1	there	there	PRON
spir-8786	161	2	 	 	SPACE
spir-8786	161	3	are	be	AUX
spir-8786	161	4	 	 	SPACE
spir-8786	161	5	about	about	ADV
spir-8786	161	6	 	 	SPACE
spir-8786	161	7	150	150	NUM
spir-8786	161	8	 	 	SPACE
spir-8786	161	9	items	item	NOUN
spir-8786	161	10	 	 	SPACE
spir-8786	161	11	on	on	ADP
spir-8786	161	12	 	 	SPACE
spir-8786	161	13	tarleton	tarleton	PROPN
spir-8786	161	14	  	  	SPACE
spir-8786	161	15	gillespie	gillespie	PROPN
spir-8786	161	16	 	 	SPACE
spir-8786	161	17	and	and	CCONJ
spir-8786	161	18	 	 	SPACE
spir-8786	161	19	nick	nick	PROPN
spir-8786	161	20	 	 	SPACE
spir-8786	161	21	seaver	seaver	PROPN
spir-8786	161	22	’s	’s	PART
spir-8786	161	23	 	 	SPACE
spir-8786	161	24	(	(	PUNCT
spir-8786	161	25	2015	2015	NUM
spir-8786	161	26	)	)	PUNCT
spir-8786	161	27	 	 	SPACE
spir-8786	161	28	recent	recent	ADJ
spir-8786	161	29	 	 	SPACE
spir-8786	161	30	‘	'	PUNCT
spir-8786	161	31	reading	read	VERB
spir-8786	161	32	 	 	SPACE
spir-8786	161	33	list	list	NOUN
spir-8786	161	34	’	'	PUNCT
spir-8786	161	35	,	,	PUNCT
spir-8786	161	36	 	 	SPACE
spir-8786	161	37	and	and	CCONJ
spir-8786	161	38	 	 	SPACE
spir-8786	161	39	it	it	PRON
spir-8786	161	40	 	 	SPACE
spir-8786	161	41	is	be	AUX
spir-8786	161	42	 	 	SPACE
spir-8786	161	43	growing	grow	VERB
spir-8786	161	44	 	 	SPACE
spir-8786	161	45	strongly	strongly	ADV
spir-8786	161	46	.	.	PUNCT
spir-8786	161	47	 	 	SPACE
spir-8786	162	1	as	as	ADP
spir-8786	162	2	  	  	SPACE
spir-8786	162	3	elmer	elmer	NOUN
spir-8786	162	4	 	 	SPACE
spir-8786	162	5	et	et	PROPN
spir-8786	162	6	 	 	SPACE
spir-8786	162	7	al	al	PROPN
spir-8786	162	8	 	 	SPACE
spir-8786	162	9	(	(	PUNCT
spir-8786	162	10	2015	2015	NUM
spir-8786	162	11	)	)	PUNCT
spir-8786	162	12	 	 	SPACE
spir-8786	162	13	point	point	NOUN
spir-8786	162	14	 	 	SPACE
spir-8786	162	15	out	out	ADP
spir-8786	162	16	,	,	PUNCT
spir-8786	162	17	 	 	SPACE
spir-8786	162	18	big	big	ADJ
spir-8786	162	19	 	 	SPACE
spir-8786	162	20	data	datum	NOUN
spir-8786	162	21	 	 	SPACE
spir-8786	162	22	analytics	analytic	NOUN
spir-8786	162	23	 	 	SPACE
spir-8786	162	24	can	can	AUX
spir-8786	162	25	 	 	SPACE
spir-8786	162	26	give	give	VERB
spir-8786	162	27	 	 	SPACE
spir-8786	162	28	us	we	PRON
spir-8786	162	29	 	 	SPACE
spir-8786	162	30	authoritative	authoritative	ADJ
spir-8786	162	31	 	 	SPACE
spir-8786	162	32	pictures	picture	NOUN
spir-8786	162	33	 	 	SPACE
spir-8786	162	34	of	of	ADP
spir-8786	162	35	  	  	SPACE
spir-8786	162	36	global	global	ADJ
spir-8786	162	37	 	 	SPACE
spir-8786	162	38	warming	warming	NOUN
spir-8786	162	39	 	 	SPACE
spir-8786	162	40	and	and	CCONJ
spir-8786	162	41	 	 	SPACE
spir-8786	162	42	the	the	DET
spir-8786	162	43	 	 	SPACE
spir-8786	162	44	effects	effect	NOUN
spir-8786	162	45	 	 	SPACE
spir-8786	162	46	of	of	ADP
spir-8786	162	47	 	 	SPACE
spir-8786	162	48	armed	armed	ADJ
spir-8786	162	49	 	 	SPACE
spir-8786	162	50	conflicts	conflict	NOUN
spir-8786	162	51	.	.	PUNCT
spir-8786	162	52	 	 	SPACE
spir-8786	163	1	nevertheless	nevertheless	ADV
spir-8786	163	2	,	,	PUNCT
spir-8786	163	3	 	 	SPACE
spir-8786	163	4	the	the	DET
spir-8786	163	5	 	 	SPACE
spir-8786	163	6	focus	focus	NOUN
spir-8786	163	7	 	 	SPACE
spir-8786	163	8	in	in	ADP
spir-8786	163	9	 	 	SPACE
spir-8786	163	10	the	the	DET
spir-8786	163	11	 	 	SPACE
spir-8786	163	12	field	field	NOUN
spir-8786	163	13	 	 	SPACE
spir-8786	163	14	is	be	AUX
spir-8786	163	15	  	  	SPACE
spir-8786	163	16	very	very	ADV
spir-8786	163	17	 	 	SPACE
spir-8786	163	18	much	much	ADJ
spir-8786	163	19	 	 	SPACE
spir-8786	163	20	on	on	ADP
spir-8786	163	21	 	 	SPACE
spir-8786	163	22	the	the	DET
spir-8786	163	23	 	 	SPACE
spir-8786	163	24	power	power	NOUN
spir-8786	163	25	 	 	SPACE
spir-8786	163	26	of	of	ADP
spir-8786	163	27	 	 	SPACE
spir-8786	163	28	the	the	DET
spir-8786	163	29	 	 	SPACE
spir-8786	163	30	algorithm	algorithm	NOUN
spir-8786	163	31	 	 	SPACE
spir-8786	163	32	as	as	ADP
spir-8786	163	33	 	 	SPACE
spir-8786	163	34	‘	'	PUNCT
spir-8786	163	35	a	a	DET
spir-8786	163	36	 	 	SPACE
spir-8786	163	37	tool	tool	NOUN
spir-8786	163	38	 	 	SPACE
spir-8786	163	39	of	of	ADP
spir-8786	163	40	 	 	SPACE
spir-8786	163	41	predictability	predictability	NOUN
spir-8786	163	42	 	 	SPACE
spir-8786	163	43	and	and	CCONJ
spir-8786	163	44	 	 	SPACE
spir-8786	163	45	therefore	therefore	ADV
spir-8786	163	46	 	 	SPACE
spir-8786	163	47	as	as	ADP
spir-8786	163	48	 	 	SPACE
spir-8786	163	49	a	a	DET
spir-8786	163	50	  	  	SPACE
spir-8786	163	51	tool	tool	NOUN
spir-8786	163	52	 	 	SPACE
spir-8786	163	53	for	for	ADP
spir-8786	163	54	 	 	SPACE
spir-8786	163	55	social	social	ADJ
spir-8786	163	56	 	 	SPACE
spir-8786	163	57	and	and	CCONJ
spir-8786	163	58	 	 	SPACE
spir-8786	163	59	economic	economic	ADJ
spir-8786	163	60	 	 	SPACE
spir-8786	163	61	control	control	NOUN
spir-8786	163	62	’	'	PUNCT
spir-8786	163	63	 	 	SPACE
spir-8786	163	64	(	(	PUNCT
spir-8786	163	65	elmer	elmer	NOUN
spir-8786	163	66	 	 	SPACE
spir-8786	163	67	et	et	PROPN
spir-8786	163	68	 	 	SPACE
spir-8786	163	69	al	al	PROPN
spir-8786	163	70	 	 	SPACE
spir-8786	163	71	2015	2015	NUM
spir-8786	163	72	)	)	PUNCT
spir-8786	163	73	.	.	PUNCT
spir-8786	163	74	    	    	SPACE
spir-8786	164	1	but	but	CCONJ
spir-8786	164	2	 	 	SPACE
spir-8786	164	3	we	we	PRON
spir-8786	164	4	 	 	SPACE
spir-8786	164	5	need	need	VERB
spir-8786	164	6	 	 	SPACE
spir-8786	164	7	to	to	PART
spir-8786	164	8	 	 	SPACE
spir-8786	164	9	specify	specify	VERB
spir-8786	164	10	 	 	SPACE
spir-8786	164	11	better	well	ADV
spir-8786	164	12	 	 	SPACE
spir-8786	164	13	which	which	PRON
spir-8786	164	14	 	 	SPACE
spir-8786	164	15	groups	group	NOUN
spir-8786	164	16	 	 	SPACE
spir-8786	164	17	are	be	AUX
spir-8786	164	18	 	 	SPACE
spir-8786	164	19	impacted	impact	VERB
spir-8786	164	20	,	,	PUNCT
spir-8786	164	21	 	 	SPACE
spir-8786	164	22	in	in	ADP
spir-8786	164	23	 	 	SPACE
spir-8786	164	24	what	what	PRON
spir-8786	164	25	 	 	SPACE
spir-8786	164	26	ways	way	NOUN
spir-8786	164	27	,	,	PUNCT
spir-8786	164	28	 	 	SPACE
spir-8786	164	29	to	to	ADP
spir-8786	164	30	 	 	SPACE
spir-8786	164	31	what	what	PRON
spir-8786	164	32	 	 	SPACE
spir-8786	164	33	extent	extent	NOUN
spir-8786	164	34	,	,	PUNCT
spir-8786	164	35	  	  	SPACE
spir-8786	164	36	and	and	CCONJ
spir-8786	164	37	 	 	SPACE
spir-8786	164	38	with	with	ADP
spir-8786	164	39	 	 	SPACE
spir-8786	164	40	what	what	PRON
spir-8786	164	41	 	 	SPACE
spir-8786	164	42	outcomes	outcome	NOUN
spir-8786	164	43	,	,	PUNCT
spir-8786	164	44	 	 	SPACE
spir-8786	164	45	through	through	ADP
spir-8786	164	46	 	 	SPACE
spir-8786	164	47	surveillant	surveillant	VERB
spir-8786	164	48	 	 	SPACE
spir-8786	164	49	algorithmic	algorithmic	ADJ
spir-8786	164	50	 	 	SPACE
spir-8786	164	51	cultures	culture	NOUN
spir-8786	164	52	.	.	PUNCT
spir-8786	164	53	    	    	SPACE
spir-8786	165	1	this	this	DET
spir-8786	165	2	 	 	SPACE
spir-8786	165	3	paper	paper	NOUN
spir-8786	165	4	 	 	SPACE
spir-8786	165	5	takes	take	VERB
spir-8786	165	6	 	 	SPACE
spir-8786	165	7	a	a	DET
spir-8786	165	8	 	 	SPACE
spir-8786	165	9	significant	significant	ADJ
spir-8786	165	10	 	 	SPACE
spir-8786	165	11	cohort	cohort	NOUN
spir-8786	165	12	 	 	SPACE
spir-8786	165	13	working	work	VERB
spir-8786	165	14	 	 	SPACE
spir-8786	165	15	within	within	ADP
spir-8786	165	16	,	,	PUNCT
spir-8786	165	17	 	 	SPACE
spir-8786	165	18	and	and	CCONJ
spir-8786	165	19	 	 	SPACE
spir-8786	165	20	superintending	superintend	VERB
spir-8786	165	21	,	,	PUNCT
spir-8786	165	22	 	 	SPACE
spir-8786	165	23	algorithmic	algorithmic	ADJ
spir-8786	165	24	  	  	SPACE
spir-8786	165	25	culture	culture	NOUN
spir-8786	165	26	,	,	PUNCT
spir-8786	165	27	 	 	SPACE
spir-8786	165	28	and	and	CCONJ
spir-8786	165	29	 	 	SPACE
spir-8786	165	30	offers	offer	VERB
spir-8786	165	31	 	 	SPACE
spir-8786	165	32	an	an	DET
spir-8786	165	33	 	 	SPACE
spir-8786	165	34	immanent	immanent	NOUN
spir-8786	165	35	 	 	SPACE
spir-8786	165	36	critique	critique	NOUN
spir-8786	165	37	 	 	SPACE
spir-8786	165	38	pointing	pointing	NOUN
spir-8786	165	39	 	 	SPACE
spir-8786	165	40	to	to	ADP
spir-8786	165	41	 	 	SPACE
spir-8786	165	42	limits	limit	NOUN
spir-8786	165	43	 	 	SPACE
spir-8786	165	44	to	to	ADP
spir-8786	165	45	 	 	SPACE
spir-8786	165	46	the	the	DET
spir-8786	165	47	 	 	SPACE
spir-8786	165	48	power	power	NOUN
spir-8786	165	49	 	 	SPACE
spir-8786	165	50	of	of	ADP
spir-8786	165	51	 	 	SPACE
spir-8786	165	52	the	the	DET
spir-8786	165	53	 	 	SPACE
spir-8786	165	54	algorithm	algorithm	NOUN
spir-8786	165	55	  	  	SPACE
spir-8786	165	56	as	as	ADP
spir-8786	165	57	 	 	SPACE
spir-8786	165	58	‘	'	PUNCT
spir-8786	165	59	a	a	DET
spir-8786	165	60	 	 	SPACE
spir-8786	165	61	tool	tool	NOUN
spir-8786	165	62	 	 	SPACE
spir-8786	165	63	of	of	ADP
spir-8786	165	64	 	 	SPACE
spir-8786	165	65	predictability	predictability	NOUN
spir-8786	165	66	 	 	SPACE
spir-8786	165	67	and	and	CCONJ
spir-8786	165	68	 	 	SPACE
spir-8786	165	69	therefore	therefore	ADV
spir-8786	165	70	 	 	SPACE
spir-8786	165	71	as	as	ADP
spir-8786	165	72	 	 	SPACE
spir-8786	165	73	a	a	DET
spir-8786	165	74	 	 	SPACE
spir-8786	165	75	tool	tool	NOUN
spir-8786	165	76	 	 	SPACE
spir-8786	165	77	for	for	ADP
spir-8786	165	78	 	 	SPACE
spir-8786	165	79	social	social	ADJ
spir-8786	165	80	 	 	SPACE
spir-8786	165	81	and	and	CCONJ
spir-8786	165	82	 	 	SPACE
spir-8786	165	83	economic	economic	ADJ
spir-8786	165	84	 	 	SPACE
spir-8786	165	85	control	control	NOUN
spir-8786	165	86	’	'	PUNCT
spir-8786	165	87	 	 	SPACE
spir-8786	165	88	in	in	ADP
spir-8786	165	89	 	 	SPACE
spir-8786	165	90	what	what	PRON
spir-8786	165	91	  	  	SPACE
spir-8786	165	92	we	we	PRON
spir-8786	165	93	 	 	SPACE
spir-8786	165	94	call	call	VERB
spir-8786	165	95	 	 	SPACE
spir-8786	165	96	social	social	ADJ
spir-8786	165	97	 	 	SPACE
spir-8786	165	98	media	medium	NOUN
spir-8786	165	99	 	 	SPACE
spir-8786	165	100	entertainment	entertainment	NOUN
spir-8786	165	101	 	 	SPACE
spir-8786	165	102	(	(	PUNCT
spir-8786	165	103	sme	sme	PROPN
spir-8786	165	104	)	)	PUNCT
spir-8786	165	105	.	.	PUNCT
spir-8786	165	106	    	    	SPACE
spir-8786	166	1	a	a	DET
spir-8786	166	2	 	 	SPACE
spir-8786	166	3	new	new	ADJ
spir-8786	166	4	 	 	SPACE
spir-8786	166	5	screen	screen	NOUN
spir-8786	166	6	 	 	SPACE
spir-8786	166	7	ecology	ecology	NOUN
spir-8786	166	8	 	 	SPACE
spir-8786	166	9	(	(	PUNCT
spir-8786	166	10	cunningham	cunningham	PROPN
spir-8786	166	11	 	 	SPACE
spir-8786	166	12	&	&	CCONJ
spir-8786	166	13	 	 	SPACE
spir-8786	166	14	silver	silver	NOUN
spir-8786	166	15	 	 	SPACE
spir-8786	166	16	2013;;	2013;;	NUM
spir-8786	166	17	 	 	SPACE
spir-8786	166	18	2015	2015	NUM
spir-8786	166	19	)	)	PUNCT
spir-8786	166	20	 	 	SPACE
spir-8786	166	21	is	be	AUX
spir-8786	166	22	 	 	SPACE
spir-8786	166	23	spawning	spawn	VERB
spir-8786	166	24	 	 	SPACE
spir-8786	166	25	rapidly	rapidly	ADV
spir-8786	166	26	 	 	SPACE
spir-8786	166	27	around	around	ADP
spir-8786	166	28	  	  	SPACE
spir-8786	166	29	the	the	DET
spir-8786	166	30	 	 	SPACE
spir-8786	166	31	major	major	ADJ
spir-8786	166	32	 	 	SPACE
spir-8786	166	33	social	social	ADJ
spir-8786	166	34	 	 	SPACE
spir-8786	166	35	media	medium	NOUN
spir-8786	166	36	 	 	SPACE
spir-8786	166	37	platforms	platform	NOUN
spir-8786	166	38	 	 	SPACE
spir-8786	166	39	–	–	PUNCT
spir-8786	166	40	 	 	SPACE
spir-8786	166	41	youtube	youtube	NOUN
spir-8786	166	42	,	,	PUNCT
spir-8786	166	43	 	 	SPACE
spir-8786	166	44	facebook	facebook	NOUN
spir-8786	166	45	,	,	PUNCT
spir-8786	166	46	 	 	SPACE
spir-8786	166	47	instagram	instagram	PROPN
spir-8786	166	48	,	,	PUNCT
spir-8786	166	49	 	 	SPACE
spir-8786	166	50	snapchat	snapchat	PROPN
spir-8786	166	51	,	,	PUNCT
spir-8786	166	52	  	  	SPACE
spir-8786	166	53	periscope	periscope	NOUN
spir-8786	166	54	–	–	PUNCT
spir-8786	166	55	 	 	SPACE
spir-8786	166	56	which	which	PRON
spir-8786	166	57	 	 	SPACE
spir-8786	166	58	is	be	AUX
spir-8786	166	59	 	 	SPACE
spir-8786	166	60	bringing	bring	VERB
spir-8786	166	61	 	 	SPACE
spir-8786	166	62	entertainment	entertainment	NOUN
spir-8786	166	63	 	 	SPACE
spir-8786	166	64	and	and	CCONJ
spir-8786	166	65	 	 	SPACE
spir-8786	166	66	information	information	NOUN
spir-8786	166	67	 	 	SPACE
spir-8786	166	68	content	content	NOUN
spir-8786	166	69	 	 	SPACE
spir-8786	166	70	together	together	ADV
spir-8786	166	71	 	 	SPACE
spir-8786	166	72	with	with	ADP
spir-8786	166	73	 	 	SPACE
spir-8786	166	74	social	social	ADJ
spir-8786	166	75	  	  	SPACE
spir-8786	166	76	media	medium	NOUN
spir-8786	166	77	 	 	SPACE
spir-8786	166	78	connectivity	connectivity	NOUN
spir-8786	166	79	 	 	SPACE
spir-8786	166	80	coupled	couple	VERB
spir-8786	166	81	 	 	SPACE
spir-8786	166	82	with	with	ADP
spir-8786	166	83	 	 	SPACE
spir-8786	166	84	powerful	powerful	ADJ
spir-8786	166	85	 	 	SPACE
spir-8786	166	86	data	datum	NOUN
spir-8786	166	87	 	 	SPACE
spir-8786	166	88	analytics	analytic	NOUN
spir-8786	166	89	 	 	SPACE
spir-8786	166	90	to	to	PART
spir-8786	166	91	 	 	SPACE
spir-8786	166	92	provide	provide	VERB
spir-8786	166	93	 	 	SPACE
spir-8786	166	94	opportunity	opportunity	NOUN
spir-8786	166	95	 	 	SPACE
spir-8786	166	96	for	for	ADP
spir-8786	166	97	  	  	SPACE
spir-8786	166	98	previously	previously	ADV
spir-8786	166	99	 	 	SPACE
spir-8786	166	100	amateur	amateur	PROPN
spir-8786	166	101	,	,	PUNCT
spir-8786	166	102	 	 	SPACE
spir-8786	166	103	newly	newly	ADV
spir-8786	166	104	 	 	SPACE
spir-8786	166	105	professionalizing	professionalize	VERB
spir-8786	166	106	 	 	SPACE
spir-8786	166	107	and	and	CCONJ
spir-8786	166	108	 	 	SPACE
spir-8786	166	109	commercializing	commercialize	VERB
spir-8786	166	110	,	,	PUNCT
spir-8786	166	111	 	 	SPACE
spir-8786	166	112	content	content	NOUN
spir-8786	166	113	 	 	SPACE
spir-8786	166	114	creators	creator	NOUN
spir-8786	166	115	.	.	PUNCT
spir-8786	166	116	  	  	SPACE
spir-8786	167	1	there	there	PRON
spir-8786	167	2	 	 	SPACE
spir-8786	167	3	are	be	AUX
spir-8786	167	4	 	 	SPACE
spir-8786	167	5	now	now	ADV
spir-8786	167	6	 	 	SPACE
spir-8786	167	7	more	more	ADJ
spir-8786	167	8	 	 	SPACE
spir-8786	167	9	than	than	ADP
spir-8786	167	10	 	 	SPACE
spir-8786	167	11	1	1	NUM
spir-8786	167	12	 	 	SPACE
spir-8786	167	13	million	million	NUM
spir-8786	167	14	 	 	SPACE
spir-8786	167	15	youtube	youtube	NOUN
spir-8786	167	16	 	 	SPACE
spir-8786	167	17	creators	creator	NOUN
spir-8786	167	18	 	 	SPACE
spir-8786	167	19	receiving	receive	VERB
spir-8786	167	20	 	 	SPACE
spir-8786	167	21	some	some	DET
spir-8786	167	22	 	 	SPACE
spir-8786	167	23	level	level	NOUN
spir-8786	167	24	 	 	SPACE
spir-8786	167	25	of	of	ADP
spir-8786	167	26	  	  	SPACE
spir-8786	167	27	remuneration	remuneration	NOUN
spir-8786	167	28	 	 	SPACE
spir-8786	167	29	from	from	ADP
spir-8786	167	30	 	 	SPACE
spir-8786	167	31	their	their	PRON
spir-8786	167	32	 	 	SPACE
spir-8786	167	33	uploaded	upload	VERB
spir-8786	167	34	 	 	SPACE
spir-8786	167	35	content;;	content;;	NOUN
spir-8786	167	36	 	 	SPACE
spir-8786	167	37	more	more	ADJ
spir-8786	167	38	 	 	SPACE
spir-8786	167	39	than	than	ADP
spir-8786	167	40	 	 	SPACE
spir-8786	167	41	1500	1500	NUM
spir-8786	167	42	 	 	SPACE
spir-8786	167	43	youtube	youtube	NOUN
spir-8786	167	44	 	 	SPACE
spir-8786	167	45	channels	channel	NOUN
spir-8786	167	46	 	 	SPACE
spir-8786	167	47	have	have	VERB
spir-8786	167	48	 	 	SPACE
spir-8786	167	49	at	at	ADV
spir-8786	167	50	  	  	SPACE
spir-8786	167	51	least	least	ADJ
spir-8786	167	52	 	 	SPACE
spir-8786	167	53	a	a	DET
spir-8786	167	54	 	 	SPACE
spir-8786	167	55	million	million	NUM
spir-8786	167	56	 	 	SPACE
spir-8786	167	57	subscribers	subscriber	NOUN
spir-8786	167	58	 	 	SPACE
spir-8786	167	59	(	(	PUNCT
spir-8786	167	60	and	and	CCONJ
spir-8786	167	61	 	 	SPACE
spir-8786	167	62	many	many	ADJ
spir-8786	167	63	 	 	SPACE
spir-8786	167	64	of	of	ADP
spir-8786	167	65	 	 	SPACE
spir-8786	167	66	the	the	DET
spir-8786	167	67	 	 	SPACE
spir-8786	167	68	more	more	ADJ
spir-8786	167	69	 	 	SPACE
spir-8786	167	70	influential	influential	ADJ
spir-8786	167	71	 	 	SPACE
spir-8786	167	72	creators	creator	NOUN
spir-8786	167	73	 	 	SPACE
spir-8786	167	74	have	have	VERB
spir-8786	167	75	 	 	SPACE
spir-8786	167	76	less	less	ADJ
spir-8786	167	77	 	 	SPACE
spir-8786	167	78	than	than	ADP
spir-8786	167	79	 	 	SPACE
spir-8786	167	80	a	a	DET
spir-8786	167	81	  	  	SPACE
spir-8786	167	82	million	million	NUM
spir-8786	167	83	 	 	SPACE
spir-8786	167	84	subscribers	subscriber	NOUN
spir-8786	167	85	)	)	PUNCT
spir-8786	167	86	.	.	PUNCT
spir-8786	167	87	 	 	SPACE
spir-8786	168	1	we	we	PRON
spir-8786	168	2	 	 	SPACE
spir-8786	168	3	differentiate	differentiate	VERB
spir-8786	168	4	 	 	SPACE
spir-8786	168	5	this	this	DET
spir-8786	168	6	 	 	SPACE
spir-8786	168	7	emerging	emerge	VERB
spir-8786	168	8	 	 	SPACE
spir-8786	168	9	social	social	ADJ
spir-8786	168	10	 	 	SPACE
spir-8786	168	11	media	medium	NOUN
spir-8786	168	12	 	 	SPACE
spir-8786	168	13	entertainment	entertainment	NOUN
spir-8786	168	14	 	 	SPACE
spir-8786	168	15	proto-­	proto-­	VERB
spir-8786	168	16	industry	industry	NOUN
spir-8786	168	17	 	 	SPACE
spir-8786	168	18	from	from	ADP
spir-8786	168	19	 	 	SPACE
spir-8786	168	20	the	the	DET
spir-8786	168	21	 	 	SPACE
spir-8786	168	22	professionally-­generated	professionally-­generate	VERB
spir-8786	168	23	 	 	SPACE
spir-8786	168	24	content	content	NOUN
spir-8786	168	25	 	 	SPACE
spir-8786	168	26	which	which	PRON
spir-8786	168	27	 	 	SPACE
spir-8786	168	28	is	be	AUX
spir-8786	168	29	 	 	SPACE
spir-8786	168	30	the	the	DET
spir-8786	168	31	 	 	SPACE
spir-8786	168	32	core	core	NOUN
spir-8786	168	33	 	 	SPACE
spir-8786	168	34	product	product	NOUN
spir-8786	168	35	 	 	SPACE
spir-8786	168	36	of	of	ADP
spir-8786	168	37	 	 	SPACE
spir-8786	168	38	the	the	DET
spir-8786	168	39	 	 	SPACE
spir-8786	168	40	other	other	ADJ
spir-8786	168	41	  	  	SPACE
spir-8786	168	42	component	component	NOUN
spir-8786	168	43	 	 	SPACE
spir-8786	168	44	of	of	ADP
spir-8786	168	45	 	 	SPACE
spir-8786	168	46	the	the	DET
spir-8786	168	47	 	 	SPACE
spir-8786	168	48	new	new	ADJ
spir-8786	168	49	 	 	SPACE
spir-8786	168	50	screen	screen	NOUN
spir-8786	168	51	 	 	SPACE
spir-8786	168	52	ecology	ecology	NOUN
spir-8786	168	53	 	 	SPACE
spir-8786	168	54	–	–	PUNCT
spir-8786	168	55	 	 	SPACE
spir-8786	168	56	the	the	DET
spir-8786	168	57	 	 	SPACE
spir-8786	168	58	major	major	ADJ
spir-8786	168	59	 	 	SPACE
spir-8786	168	60	streamers	streamer	NOUN
spir-8786	168	61	 	 	SPACE
spir-8786	168	62	netflix	netflix	NOUN
spir-8786	168	63	,	,	PUNCT
spir-8786	168	64	 	 	SPACE
spir-8786	168	65	amazon	amazon	NOUN
spir-8786	168	66	,	,	PUNCT
spir-8786	168	67	 	 	SPACE
spir-8786	168	68	hbo	hbo	PROPN
spir-8786	168	69	  	  	SPACE
spir-8786	168	70	now	now	ADV
spir-8786	168	71	,	,	PUNCT
spir-8786	168	72	 	 	SPACE
spir-8786	168	73	and	and	CCONJ
spir-8786	168	74	 	 	SPACE
spir-8786	168	75	their	their	PRON
spir-8786	168	76	 	 	SPACE
spir-8786	168	77	national	national	ADJ
spir-8786	168	78	 	 	SPACE
spir-8786	168	79	epigones	epigone	NOUN
spir-8786	168	80	.	.	PUNCT
spir-8786	168	81	    	    	SPACE
spir-8786	169	1	this	this	DET
spir-8786	169	2	 	 	SPACE
spir-8786	169	3	paper	paper	NOUN
spir-8786	169	4	 	 	SPACE
spir-8786	169	5	steers	steer	NOUN
spir-8786	169	6	 	 	SPACE
spir-8786	169	7	between	between	ADP
spir-8786	169	8	 	 	SPACE
spir-8786	169	9	positions	position	NOUN
spir-8786	169	10	 	 	SPACE
spir-8786	169	11	of	of	ADP
spir-8786	169	12	 	 	SPACE
spir-8786	169	13	celebration	celebration	NOUN
spir-8786	169	14	 	 	SPACE
spir-8786	169	15	and	and	CCONJ
spir-8786	169	16	 	 	SPACE
spir-8786	169	17	critical	critical	ADJ
spir-8786	169	18	 	 	SPACE
spir-8786	169	19	suspicion	suspicion	NOUN
spir-8786	169	20	,	,	PUNCT
spir-8786	169	21	 	 	SPACE
spir-8786	169	22	offering	offer	VERB
spir-8786	169	23	 	 	SPACE
spir-8786	169	24	an	an	DET
spir-8786	169	25	  	  	SPACE
spir-8786	169	26	immanent	immanent	ADJ
spir-8786	169	27	 	 	SPACE
spir-8786	169	28	critique	critique	NOUN
spir-8786	169	29	 	 	SPACE
spir-8786	169	30	of	of	ADP
spir-8786	169	31	 	 	SPACE
spir-8786	169	32	the	the	DET
spir-8786	169	33	 	 	SPACE
spir-8786	169	34	limits	limit	NOUN
spir-8786	169	35	 	 	SPACE
spir-8786	169	36	of	of	ADP
spir-8786	169	37	 	 	SPACE
spir-8786	169	38	data	datum	NOUN
spir-8786	169	39	 	 	SPACE
spir-8786	169	40	analytics	analytic	NOUN
spir-8786	169	41	 	 	SPACE
spir-8786	169	42	in	in	ADP
spir-8786	169	43	 	 	SPACE
spir-8786	169	44	shaping	shape	VERB
spir-8786	169	45	 	 	SPACE
spir-8786	169	46	sme	sme	NOUN
spir-8786	169	47	 	 	SPACE
spir-8786	169	48	and	and	CCONJ
spir-8786	169	49	 	 	SPACE
spir-8786	169	50	controlling	control	VERB
spir-8786	169	51	 	 	SPACE
spir-8786	169	52	its	its	PRON
spir-8786	169	53	  	  	SPACE
spir-8786	169	54	participants	participant	NOUN
spir-8786	169	55	.	.	PUNCT
spir-8786	169	56	 	 	SPACE
spir-8786	170	1	our	our	PRON
spir-8786	170	2	 	 	SPACE
spir-8786	170	3	theoretical	theoretical	ADJ
spir-8786	170	4	 	 	SPACE
spir-8786	170	5	framework	framework	NOUN
spir-8786	170	6	 	 	SPACE
spir-8786	170	7	draws	draw	VERB
spir-8786	170	8	 	 	SPACE
spir-8786	170	9	on	on	ADP
spir-8786	170	10	 	 	SPACE
spir-8786	170	11	foucault	foucault	PROPN
spir-8786	170	12	’s	’s	PART
spir-8786	170	13	 	 	SPACE
spir-8786	170	14	(	(	PUNCT
spir-8786	170	15	1991	1991	NUM
spir-8786	170	16	)	)	PUNCT
spir-8786	170	17	 	 	SPACE
spir-8786	170	18	distinction	distinction	NOUN
spir-8786	170	19	 	 	SPACE
spir-8786	170	20	between	between	ADP
spir-8786	170	21	  	  	SPACE
spir-8786	170	22	power	power	NOUN
spir-8786	170	23	 	 	SPACE
spir-8786	170	24	and	and	CCONJ
spir-8786	170	25	 	 	SPACE
spir-8786	170	26	domination	domination	NOUN
spir-8786	170	27	.	.	PUNCT
spir-8786	170	28	 	 	SPACE
spir-8786	171	1	power	power	NOUN
spir-8786	171	2	 	 	SPACE
spir-8786	171	3	is	be	AUX
spir-8786	171	4	 	 	SPACE
spir-8786	171	5	relational	relational	ADJ
spir-8786	171	6	,	,	PUNCT
spir-8786	171	7	 	 	SPACE
spir-8786	171	8	contingent	contingent	NOUN
spir-8786	171	9	,	,	PUNCT
spir-8786	171	10	 	 	SPACE
spir-8786	171	11	unstable	unstable	ADJ
spir-8786	171	12	 	 	SPACE
spir-8786	171	13	and	and	CCONJ
spir-8786	171	14	 	 	SPACE
spir-8786	171	15	reversible	reversible	ADJ
spir-8786	171	16	 	 	SPACE
spir-8786	171	17	-­	-­	NOUN
spir-8786	171	18	 	 	SPACE
spir-8786	171	19	power	power	NOUN
spir-8786	171	20	  	  	SPACE
spir-8786	171	21	produces	produce	VERB
spir-8786	171	22	 	 	SPACE
spir-8786	171	23	resistance	resistance	NOUN
spir-8786	171	24	 	 	SPACE
spir-8786	171	25	–	–	PUNCT
spir-8786	171	26	 	 	SPACE
spir-8786	171	27	whereas	whereas	SCONJ
spir-8786	171	28	 	 	SPACE
spir-8786	171	29	there	there	PRON
spir-8786	171	30	 	 	SPACE
spir-8786	171	31	is	be	AUX
spir-8786	171	32	 	 	SPACE
spir-8786	171	33	a	a	DET
spir-8786	171	34	 	 	SPACE
spir-8786	171	35	tendency	tendency	NOUN
spir-8786	171	36	 	 	SPACE
spir-8786	171	37	in	in	ADP
spir-8786	171	38	 	 	SPACE
spir-8786	171	39	critical	critical	ADJ
spir-8786	171	40	 	 	SPACE
spir-8786	171	41	algorithm	algorithm	NOUN
spir-8786	171	42	 	 	SPACE
spir-8786	171	43	studies	study	NOUN
spir-8786	171	44	 	 	SPACE
spir-8786	171	45	to	to	PART
spir-8786	171	46	 	 	SPACE
spir-8786	171	47	view	view	VERB
spir-8786	171	48	  	  	SPACE
spir-8786	171	49	the	the	DET
spir-8786	171	50	 	 	SPACE
spir-8786	171	51	power	power	NOUN
spir-8786	171	52	 	 	SPACE
spir-8786	171	53	of	of	ADP
spir-8786	171	54	 	 	SPACE
spir-8786	171	55	agents	agent	NOUN
spir-8786	171	56	 	 	SPACE
spir-8786	171	57	in	in	ADP
spir-8786	171	58	 	 	SPACE
spir-8786	171	59	algorithmic	algorithmic	ADJ
spir-8786	171	60	 	 	SPACE
spir-8786	171	61	culture	culture	NOUN
spir-8786	171	62	 	 	SPACE
spir-8786	171	63	such	such	ADJ
spir-8786	171	64	 	 	SPACE
spir-8786	171	65	as	as	ADP
spir-8786	171	66	 	 	SPACE
spir-8786	171	67	the	the	DET
spir-8786	171	68	 	 	SPACE
spir-8786	171	69	platforms	platform	NOUN
spir-8786	171	70	 	 	SPACE
spir-8786	171	71	as	as	ADP
spir-8786	171	72	 	 	SPACE
spir-8786	171	73	domination	domination	NOUN
spir-8786	171	74	 	 	SPACE
spir-8786	171	75	–	–	PUNCT
spir-8786	171	76	 	 	SPACE
spir-8786	171	77	one	one	NUM
spir-8786	171	78	  	  	SPACE
spir-8786	171	79	way	way	NOUN
spir-8786	171	80	,	,	PUNCT
spir-8786	171	81	 	 	SPACE
spir-8786	171	82	supervening	supervene	VERB
spir-8786	171	83	,	,	PUNCT
spir-8786	171	84	 	 	SPACE
spir-8786	171	85	and	and	CCONJ
spir-8786	171	86	 	 	SPACE
spir-8786	171	87	controlling	control	VERB
spir-8786	171	88	.	.	PUNCT
spir-8786	171	89	      	      	SPACE
spir-8786	172	1	based	base	VERB
spir-8786	172	2	 	 	SPACE
spir-8786	172	3	on	on	ADP
spir-8786	172	4	 	 	SPACE
spir-8786	172	5	this	this	DET
spir-8786	172	6	 	 	SPACE
spir-8786	172	7	framework	framework	NOUN
spir-8786	172	8	,	,	PUNCT
spir-8786	172	9	 	 	SPACE
spir-8786	172	10	an	an	DET
spir-8786	172	11	 	 	SPACE
spir-8786	172	12	‘	'	PUNCT
spir-8786	172	13	immanent	immanent	NOUN
spir-8786	172	14	’	'	PUNCT
spir-8786	172	15	 	 	SPACE
spir-8786	172	16	approach	approach	NOUN
spir-8786	172	17	 	 	SPACE
spir-8786	172	18	to	to	ADP
spir-8786	172	19	 	 	SPACE
spir-8786	172	20	social	social	VERB
spir-8786	172	21	 	 	SPACE
spir-8786	172	22	and	and	CCONJ
spir-8786	172	23	 	 	SPACE
spir-8786	172	24	industry	industry	NOUN
spir-8786	172	25	 	 	SPACE
spir-8786	172	26	critique	critique	NOUN
spir-8786	172	27	 	 	SPACE
spir-8786	172	28	works	work	VERB
spir-8786	172	29	  	  	SPACE
spir-8786	172	30	within	within	ADP
spir-8786	172	31	 	 	SPACE
spir-8786	172	32	the	the	DET
spir-8786	172	33	 	 	SPACE
spir-8786	172	34	terms	term	NOUN
spir-8786	172	35	 	 	SPACE
spir-8786	172	36	set	set	VERB
spir-8786	172	37	 	 	SPACE
spir-8786	172	38	by	by	ADP
spir-8786	172	39	 	 	SPACE
spir-8786	172	40	the	the	DET
spir-8786	172	41	 	 	SPACE
spir-8786	172	42	object	object	NOUN
spir-8786	172	43	 	 	SPACE
spir-8786	172	44	of	of	ADP
spir-8786	172	45	 	 	SPACE
spir-8786	172	46	critique	critique	NOUN
spir-8786	172	47	 	 	SPACE
spir-8786	172	48	in	in	ADP
spir-8786	172	49	 	 	SPACE
spir-8786	172	50	order	order	NOUN
spir-8786	172	51	 	 	SPACE
spir-8786	172	52	expose	expose	VERB
spir-8786	172	53	 	 	SPACE
spir-8786	172	54	its	its	PRON
spir-8786	172	55	 	 	SPACE
spir-8786	172	56	own	own	ADJ
spir-8786	172	57	 	 	SPACE
spir-8786	172	58	internal	internal	ADJ
spir-8786	172	59	  	  	SPACE
spir-8786	172	60	contradictions	contradiction	NOUN
spir-8786	172	61	.	.	PUNCT
spir-8786	172	62	 	 	SPACE
spir-8786	173	1	we	we	PRON
spir-8786	173	2	 	 	SPACE
spir-8786	173	3	offer	offer	VERB
spir-8786	173	4	 	 	SPACE
spir-8786	173	5	an	an	DET
spir-8786	173	6	 	 	SPACE
spir-8786	173	7	immanent	immanent	ADJ
spir-8786	173	8	 	 	SPACE
spir-8786	173	9	critique	critique	NOUN
spir-8786	173	10	 	 	SPACE
spir-8786	173	11	of	of	ADP
spir-8786	173	12	 	 	SPACE
spir-8786	173	13	the	the	DET
spir-8786	173	14	 	 	SPACE
spir-8786	173	15	limits	limit	NOUN
spir-8786	173	16	 	 	SPACE
spir-8786	173	17	of	of	ADP
spir-8786	173	18	 	 	SPACE
spir-8786	173	19	data	datum	NOUN
spir-8786	173	20	 	 	SPACE
spir-8786	173	21	analytics	analytic	NOUN
spir-8786	173	22	 	 	SPACE
spir-8786	173	23	and	and	CCONJ
spir-8786	173	24	 	 	SPACE
spir-8786	173	25	a	a	DET
spir-8786	173	26	  	  	SPACE
spir-8786	173	27	broader	broad	ADJ
spir-8786	173	28	 	 	SPACE
spir-8786	173	29	algorithmic	algorithmic	ADJ
spir-8786	173	30	 	 	SPACE
spir-8786	173	31	culture	culture	NOUN
spir-8786	173	32	 	 	SPACE
spir-8786	173	33	in	in	ADP
spir-8786	173	34	 	 	SPACE
spir-8786	173	35	shaping	shape	VERB
spir-8786	173	36	 	 	SPACE
spir-8786	173	37	sme	sme	NOUN
spir-8786	173	38	 	 	SPACE
spir-8786	173	39	from	from	ADP
spir-8786	173	40	 	 	SPACE
spir-8786	173	41	within	within	ADP
spir-8786	173	42	 	 	SPACE
spir-8786	173	43	the	the	DET
spir-8786	173	44	 	 	SPACE
spir-8786	173	45	industry	industry	NOUN
spir-8786	173	46	 	 	SPACE
spir-8786	173	47	on	on	ADP
spir-8786	173	48	 	 	SPACE
spir-8786	173	49	both	both	DET
spir-8786	173	50	 	 	SPACE
spir-8786	173	51	the	the	DET
spir-8786	173	52	 	 	SPACE
spir-8786	173	53	creator	creator	NOUN
spir-8786	173	54	  	  	SPACE
spir-8786	173	55	(	(	PUNCT
spir-8786	173	56	bottom	bottom	ADJ
spir-8786	173	57	 	 	SPACE
spir-8786	173	58	up	up	ADP
spir-8786	173	59	)	)	PUNCT
spir-8786	173	60	 	 	SPACE
spir-8786	173	61	and	and	CCONJ
spir-8786	173	62	 	 	SPACE
spir-8786	173	63	platform	platform	NOUN
spir-8786	173	64	 	 	SPACE
spir-8786	173	65	(	(	PUNCT
spir-8786	173	66	top	top	ADJ
spir-8786	173	67	 	 	SPACE
spir-8786	173	68	down	down	ADP
spir-8786	173	69	)	)	PUNCT
spir-8786	173	70	 	 	SPACE
spir-8786	173	71	side	side	NOUN
spir-8786	173	72	.	.	PUNCT
spir-8786	173	73	 	 	SPACE
spir-8786	174	1	this	this	PRON
spir-8786	174	2	 	 	SPACE
spir-8786	174	3	is	be	AUX
spir-8786	174	4	 	 	SPACE
spir-8786	174	5	a	a	DET
spir-8786	174	6	 	 	SPACE
spir-8786	174	7	limited	limited	ADJ
spir-8786	174	8	,	,	PUNCT
spir-8786	174	9	 	 	SPACE
spir-8786	174	10	but	but	CCONJ
spir-8786	174	11	 	 	SPACE
spir-8786	174	12	strongly	strongly	ADV
spir-8786	174	13	 	 	SPACE
spir-8786	174	14	evidenced	evidence	VERB
spir-8786	174	15	,	,	PUNCT
spir-8786	174	16	  	  	SPACE
spir-8786	174	17	critique	critique	NOUN
spir-8786	174	18	 	 	SPACE
spir-8786	174	19	of	of	ADP
spir-8786	174	20	 	 	SPACE
spir-8786	174	21	the	the	DET
spir-8786	174	22	 	 	SPACE
spir-8786	174	23	tendency	tendency	NOUN
spir-8786	174	24	 	 	SPACE
spir-8786	174	25	to	to	PART
spir-8786	174	26	 	 	SPACE
spir-8786	174	27	totalise	totalise	VERB
spir-8786	174	28	 	 	SPACE
spir-8786	174	29	notions	notion	NOUN
spir-8786	174	30	 	 	SPACE
spir-8786	174	31	of	of	ADP
spir-8786	174	32	 	 	SPACE
spir-8786	174	33	surveillant	surveillant	PROPN
spir-8786	174	34	 	 	SPACE
spir-8786	174	35	power	power	NOUN
spir-8786	174	36	 	 	SPACE
spir-8786	174	37	and	and	CCONJ
spir-8786	174	38	 	 	SPACE
spir-8786	174	39	therefore	therefore	ADV
spir-8786	174	40	 	 	SPACE
spir-8786	174	41	treat	treat	VERB
spir-8786	174	42	  	  	SPACE
spir-8786	174	43	resistance	resistance	NOUN
spir-8786	174	44	 	 	SPACE
spir-8786	174	45	as	as	ADP
spir-8786	174	46	 	 	SPACE
spir-8786	174	47	standing	stand	VERB
spir-8786	174	48	 	 	SPACE
spir-8786	174	49	outside	outside	ADP
spir-8786	174	50	 	 	SPACE
spir-8786	174	51	of	of	ADP
spir-8786	174	52	 	 	SPACE
spir-8786	174	53	such	such	ADJ
spir-8786	174	54	 	 	SPACE
spir-8786	174	55	power	power	NOUN
spir-8786	174	56	.	.	PUNCT
spir-8786	174	57	    	    	SPACE
spir-8786	175	1	based	base	VERB
spir-8786	175	2	 	 	SPACE
spir-8786	175	3	on	on	ADP
spir-8786	175	4	 	 	SPACE
spir-8786	175	5	extensive	extensive	ADJ
spir-8786	175	6	 	 	SPACE
spir-8786	175	7	field	field	NOUN
spir-8786	175	8	 	 	SPACE
spir-8786	175	9	research	research	NOUN
spir-8786	175	10	 	 	SPACE
spir-8786	175	11	conducted	conduct	VERB
spir-8786	175	12	 	 	SPACE
spir-8786	175	13	collaboratively	collaboratively	ADV
spir-8786	175	14	 	 	SPACE
spir-8786	175	15	in	in	ADP
spir-8786	175	16	 	 	SPACE
spir-8786	175	17	2015	2015	NUM
spir-8786	175	18	 	 	SPACE
spir-8786	175	19	and	and	CCONJ
spir-8786	175	20	 	 	SPACE
spir-8786	175	21	ongoing	ongoing	ADJ
spir-8786	175	22	 	 	SPACE
spir-8786	175	23	(	(	PUNCT
spir-8786	175	24	more	more	ADJ
spir-8786	175	25	  	  	SPACE
spir-8786	175	26	than	than	ADP
spir-8786	175	27	 	 	SPACE
spir-8786	175	28	100	100	NUM
spir-8786	175	29	 	 	SPACE
spir-8786	175	30	interviews	interview	NOUN
spir-8786	175	31	 	 	SPACE
spir-8786	175	32	with	with	ADP
spir-8786	175	33	 	 	SPACE
spir-8786	175	34	new	new	ADJ
spir-8786	175	35	 	 	SPACE
spir-8786	175	36	screen	screen	NOUN
spir-8786	175	37	 	 	SPACE
spir-8786	175	38	ecology	ecology	NOUN
spir-8786	175	39	 	 	SPACE
spir-8786	175	40	players	player	NOUN
spir-8786	175	41	 	 	SPACE
spir-8786	175	42	from	from	ADP
spir-8786	175	43	 	 	SPACE
spir-8786	175	44	creator	creator	NOUN
spir-8786	175	45	 	 	SPACE
spir-8786	175	46	to	to	ADP
spir-8786	175	47	 	 	SPACE
spir-8786	175	48	platform	platform	NOUN
spir-8786	175	49	  	  	SPACE
spir-8786	175	50	executives	executive	NOUN
spir-8786	175	51	)	)	PUNCT
spir-8786	175	52	,	,	PUNCT
spir-8786	175	53	 	 	SPACE
spir-8786	175	54	the	the	DET
spir-8786	175	55	 	 	SPACE
spir-8786	175	56	paper	paper	NOUN
spir-8786	175	57	 	 	SPACE
spir-8786	175	58	offers	offer	VERB
spir-8786	175	59	 	 	SPACE
spir-8786	175	60	a	a	DET
spir-8786	175	61	 	 	SPACE
spir-8786	175	62	thick	thick	ADJ
spir-8786	175	63	 	 	SPACE
spir-8786	175	64	description	description	NOUN
spir-8786	175	65	 	 	SPACE
spir-8786	175	66	of	of	ADP
spir-8786	175	67	 	 	SPACE
spir-8786	175	68	how	how	SCONJ
spir-8786	175	69	 	 	SPACE
spir-8786	175	70	youtube	youtube	NOUN
spir-8786	175	71	 	 	SPACE
spir-8786	175	72	(	(	PUNCT
spir-8786	175	73	and	and	CCONJ
spir-8786	175	74	 	 	SPACE
spir-8786	175	75	crossplatform	crossplatform	NOUN
spir-8786	175	76	)	)	PUNCT
spir-8786	175	77	  	  	SPACE
spir-8786	175	78	content	content	NOUN
spir-8786	175	79	 	 	SPACE
spir-8786	175	80	creators	creator	NOUN
spir-8786	175	81	 	 	SPACE
spir-8786	175	82	manage	manage	VERB
spir-8786	175	83	 	 	SPACE
spir-8786	175	84	the	the	DET
spir-8786	175	85	 	 	SPACE
spir-8786	175	86	relationship	relationship	NOUN
spir-8786	175	87	 	 	SPACE
spir-8786	175	88	between	between	ADP
spir-8786	175	89	 	 	SPACE
spir-8786	175	90	the	the	DET
spir-8786	175	91	 	 	SPACE
spir-8786	175	92	quantitative	quantitative	ADJ
spir-8786	175	93	 	 	SPACE
spir-8786	175	94	feedback	feedback	NOUN
spir-8786	175	95	 	 	SPACE
spir-8786	175	96	generated	generate	VERB
spir-8786	175	97	  	  	SPACE
spir-8786	175	98	by	by	ADP
spir-8786	175	99	 	 	SPACE
spir-8786	175	100	the	the	DET
spir-8786	175	101	 	 	SPACE
spir-8786	175	102	data	datum	NOUN
spir-8786	175	103	 	 	SPACE
spir-8786	175	104	analytics	analytic	NOUN
spir-8786	175	105	 	 	SPACE
spir-8786	175	106	stream	stream	NOUN
spir-8786	175	107	 	 	SPACE
spir-8786	175	108	from	from	ADP
spir-8786	175	109	 	 	SPACE
spir-8786	175	110	google	google	PROPN
spir-8786	175	111	’s	’s	PART
spir-8786	175	112	 	 	SPACE
spir-8786	175	113	adsense	adsense	NOUN
spir-8786	175	114	 	 	SPACE
spir-8786	175	115	and	and	CCONJ
spir-8786	175	116	 	 	SPACE
spir-8786	175	117	many	many	ADJ
spir-8786	175	118	 	 	SPACE
spir-8786	175	119	multichannel	multichannel	NOUN
spir-8786	175	120	 	 	SPACE
spir-8786	175	121	networks	network	NOUN
spir-8786	175	122	’	'	PUNCT
spir-8786	175	123	  	  	SPACE
spir-8786	175	124	suite	suite	NOUN
spir-8786	175	125	 	 	SPACE
spir-8786	175	126	of	of	ADP
spir-8786	175	127	 	 	SPACE
spir-8786	175	128	business	business	NOUN
spir-8786	175	129	 	 	SPACE
spir-8786	175	130	analytics	analytic	NOUN
spir-8786	175	131	,	,	PUNCT
spir-8786	175	132	 	 	SPACE
spir-8786	175	133	and	and	CCONJ
spir-8786	175	134	 	 	SPACE
spir-8786	175	135	the	the	DET
spir-8786	175	136	 	 	SPACE
spir-8786	175	137	qualitative	qualitative	ADJ
spir-8786	175	138	 	 	SPACE
spir-8786	175	139	feedback	feedback	NOUN
spir-8786	175	140	 	 	SPACE
spir-8786	175	141	offered	offer	VERB
spir-8786	175	142	 	 	SPACE
spir-8786	175	143	freely	freely	ADV
spir-8786	175	144	 	 	SPACE
spir-8786	175	145	by	by	ADP
spir-8786	175	146	 	 	SPACE
spir-8786	175	147	the	the	DET
spir-8786	175	148	 	 	SPACE
spir-8786	175	149	fan	fan	NOUN
spir-8786	175	150	 	 	SPACE
spir-8786	175	151	base	base	NOUN
spir-8786	175	152	.	.	PUNCT
spir-8786	175	153	      	      	SPACE
spir-8786	176	1	the	the	DET
spir-8786	176	2	 	 	SPACE
spir-8786	176	3	findings	finding	NOUN
spir-8786	176	4	 	 	SPACE
spir-8786	176	5	–	–	PUNCT
spir-8786	176	6	 	 	SPACE
spir-8786	176	7	many	many	ADJ
spir-8786	176	8	 	 	SPACE
spir-8786	176	9	of	of	ADP
spir-8786	176	10	 	 	SPACE
spir-8786	176	11	which	which	PRON
spir-8786	176	12	 	 	SPACE
spir-8786	176	13	are	be	AUX
spir-8786	176	14	 	 	SPACE
spir-8786	176	15	now	now	ADV
spir-8786	176	16	 	 	SPACE
spir-8786	176	17	outlined	outline	VERB
spir-8786	176	18	 	 	SPACE
spir-8786	176	19	-­	-­	NOUN
spir-8786	176	20	 	 	SPACE
spir-8786	176	21	suggest	suggest	VERB
spir-8786	176	22	 	 	SPACE
spir-8786	176	23	creators	creator	NOUN
spir-8786	176	24	 	 	SPACE
spir-8786	176	25	spend	spend	VERB
spir-8786	176	26	 	 	SPACE
spir-8786	176	27	at	at	ADV
spir-8786	176	28	 	 	SPACE
spir-8786	176	29	least	least	ADJ
spir-8786	176	30	 	 	SPACE
spir-8786	176	31	half	half	NOUN
spir-8786	176	32	  	  	SPACE
spir-8786	176	33	their	their	PRON
spir-8786	176	34	 	 	SPACE
spir-8786	176	35	working	work	VERB
spir-8786	176	36	 	 	SPACE
spir-8786	176	37	week	week	NOUN
spir-8786	176	38	 	 	SPACE
spir-8786	176	39	interacting	interact	VERB
spir-8786	176	40	 	 	SPACE
spir-8786	176	41	directly	directly	ADV
spir-8786	176	42	 	 	SPACE
spir-8786	176	43	with	with	ADP
spir-8786	176	44	 	 	SPACE
spir-8786	176	45	their	their	PRON
spir-8786	176	46	 	 	SPACE
spir-8786	176	47	crossplatform	crossplatform	NOUN
spir-8786	176	48	 	 	SPACE
spir-8786	176	49	communities	community	NOUN
spir-8786	176	50	 	 	SPACE
spir-8786	176	51	and	and	CCONJ
spir-8786	176	52	 	 	SPACE
spir-8786	176	53	can	can	AUX
spir-8786	176	54	not	not	PART
spir-8786	176	55	  	  	SPACE
spir-8786	176	56	rely	rely	VERB
spir-8786	176	57	 	 	SPACE
spir-8786	176	58	on	on	ADP
spir-8786	176	59	 	 	SPACE
spir-8786	176	60	data	datum	NOUN
spir-8786	176	61	 	 	SPACE
spir-8786	176	62	analytics	analytic	NOUN
spir-8786	176	63	 	 	SPACE
spir-8786	176	64	alone	alone	ADJ
spir-8786	176	65	 	 	SPACE
spir-8786	176	66	for	for	ADP
spir-8786	176	67	 	 	SPACE
spir-8786	176	68	either	either	CCONJ
spir-8786	176	69	 	 	SPACE
spir-8786	176	70	management	management	NOUN
spir-8786	176	71	 	 	SPACE
spir-8786	176	72	of	of	ADP
spir-8786	176	73	 	 	SPACE
spir-8786	176	74	their	their	PRON
spir-8786	176	75	 	 	SPACE
spir-8786	176	76	channels	channel	NOUN
spir-8786	176	77	 	 	SPACE
spir-8786	176	78	or	or	CCONJ
spir-8786	176	79	 	 	SPACE
spir-8786	176	80	adequate	adequate	ADJ
spir-8786	176	81	  	  	SPACE
spir-8786	176	82	revenue	revenue	NOUN
spir-8786	176	83	 	 	SPACE
spir-8786	176	84	derived	derive	VERB
spir-8786	176	85	 	 	SPACE
spir-8786	176	86	from	from	ADP
spir-8786	176	87	 	 	SPACE
spir-8786	176	88	programmatic	programmatic	ADJ
spir-8786	176	89	 	 	SPACE
spir-8786	176	90	advertising	advertising	NOUN
spir-8786	176	91	.	.	PUNCT
spir-8786	176	92	 	 	SPACE
spir-8786	177	1	single-­platform	single-­platform	NOUN
spir-8786	177	2	 	 	SPACE
spir-8786	177	3	analytics	analytic	NOUN
spir-8786	177	4	 	 	SPACE
spir-8786	177	5	(	(	PUNCT
spir-8786	177	6	such	such	ADJ
spir-8786	177	7	 	 	SPACE
spir-8786	177	8	as	as	ADP
spir-8786	177	9	 	 	SPACE
spir-8786	177	10	the	the	DET
spir-8786	177	11	  	  	SPACE
spir-8786	177	12	standard	standard	ADJ
spir-8786	177	13	 	 	SPACE
spir-8786	177	14	dashboard	dashboard	NOUN
spir-8786	177	15	 	 	SPACE
spir-8786	177	16	available	available	ADJ
spir-8786	177	17	 	 	SPACE
spir-8786	177	18	to	to	PART
spir-8786	177	19	 	 	SPACE
spir-8786	177	20	youtube	youtube	VERB
spir-8786	177	21	 	 	SPACE
spir-8786	177	22	partners	partner	NOUN
spir-8786	177	23	)	)	PUNCT
spir-8786	177	24	 	 	SPACE
spir-8786	177	25	are	be	AUX
spir-8786	177	26	 	 	SPACE
spir-8786	177	27	not	not	PART
spir-8786	177	28	 	 	SPACE
spir-8786	177	29	sufficient	sufficient	ADJ
spir-8786	177	30	 	 	SPACE
spir-8786	177	31	and	and	CCONJ
spir-8786	177	32	 	 	SPACE
spir-8786	177	33	often	often	ADV
spir-8786	177	34	 	 	SPACE
spir-8786	177	35	induce	induce	VERB
spir-8786	177	36	  	  	SPACE
spir-8786	177	37	information	information	NOUN
spir-8786	177	38	 	 	SPACE
spir-8786	177	39	overload	overload	NOUN
spir-8786	177	40	 	 	SPACE
spir-8786	177	41	without	without	ADP
spir-8786	177	42	 	 	SPACE
spir-8786	177	43	real	real	ADJ
spir-8786	177	44	 	 	SPACE
spir-8786	177	45	analytical	analytical	ADJ
spir-8786	177	46	 	 	SPACE
spir-8786	177	47	insight	insight	NOUN
spir-8786	177	48	.	.	PUNCT
spir-8786	177	49	 	 	SPACE
spir-8786	178	1	managing	manage	VERB
spir-8786	178	2	 	 	SPACE
spir-8786	178	3	community	community	NOUN
spir-8786	178	4	 	 	SPACE
spir-8786	178	5	interaction	interaction	NOUN
spir-8786	178	6	  	  	SPACE
spir-8786	178	7	cross	cross	VERB
spir-8786	178	8	 	 	SPACE
spir-8786	178	9	platform	platform	NOUN
spir-8786	178	10	 	 	SPACE
spir-8786	178	11	–	–	PUNCT
spir-8786	178	12	vital	vital	ADJ
spir-8786	178	13	 	 	SPACE
spir-8786	178	14	for	for	ADP
spir-8786	178	15	 	 	SPACE
spir-8786	178	16	maintaining	maintain	VERB
spir-8786	178	17	 	 	SPACE
spir-8786	178	18	authenticity	authenticity	NOUN
spir-8786	178	19	 	 	SPACE
spir-8786	178	20	and	and	CCONJ
spir-8786	178	21	 	 	SPACE
spir-8786	178	22	maximising	maximise	VERB
spir-8786	178	23	 	 	SPACE
spir-8786	178	24	promotion	promotion	NOUN
spir-8786	178	25	 	 	SPACE
spir-8786	178	26	–	–	PUNCT
spir-8786	178	27	  	  	SPACE
spir-8786	178	28	significantly	significantly	ADV
spir-8786	178	29	 	 	SPACE
spir-8786	178	30	extends	extend	VERB
spir-8786	178	31	 	 	SPACE
spir-8786	178	32	creators	creator	NOUN
spir-8786	178	33	’	'	PUNCT
spir-8786	178	34	 	 	SPACE
spir-8786	178	35	workload	workload	NOUN
spir-8786	178	36	.	.	PUNCT
spir-8786	178	37	 	 	SPACE
spir-8786	179	1	unlimited	unlimited	ADJ
spir-8786	179	2	 	 	SPACE
spir-8786	179	3	word	word	NOUN
spir-8786	179	4	 	 	SPACE
spir-8786	179	5	counts	count	VERB
spir-8786	179	6	 	 	SPACE
spir-8786	179	7	on	on	ADP
spir-8786	179	8	 	 	SPACE
spir-8786	179	9	facebook	facebook	NOUN
spir-8786	179	10	 	 	SPACE
spir-8786	179	11	often	often	ADV
spir-8786	179	12	  	  	SPACE
spir-8786	179	13	mean	mean	AUX
spir-8786	179	14	 	 	SPACE
spir-8786	179	15	trying	try	VERB
spir-8786	179	16	 	 	SPACE
spir-8786	179	17	to	to	PART
spir-8786	179	18	 	 	SPACE
spir-8786	179	19	limit	limit	VERB
spir-8786	179	20	 	 	SPACE
spir-8786	179	21	the	the	DET
spir-8786	179	22	 	 	SPACE
spir-8786	179	23	workload	workload	NOUN
spir-8786	179	24	 	 	SPACE
spir-8786	179	25	by	by	ADP
spir-8786	179	26	 	 	SPACE
spir-8786	179	27	attempting	attempt	VERB
spir-8786	179	28	 	 	SPACE
spir-8786	179	29	to	to	PART
spir-8786	179	30	 	 	SPACE
spir-8786	179	31	direct	direct	VERB
spir-8786	179	32	 	 	SPACE
spir-8786	179	33	engagement	engagement	NOUN
spir-8786	179	34	 	 	SPACE
spir-8786	179	35	to	to	ADP
spir-8786	179	36	 	 	SPACE
spir-8786	179	37	twitter	twitter	NOUN
spir-8786	179	38	,	,	PUNCT
spir-8786	179	39	 	 	SPACE
spir-8786	179	40	for	for	ADP
spir-8786	179	41	  	  	SPACE
spir-8786	179	42	example	example	NOUN
spir-8786	179	43	.	.	PUNCT
spir-8786	179	44	    	    	SPACE
spir-8786	180	1	there	there	PRON
spir-8786	180	2	 	 	SPACE
spir-8786	180	3	is	be	AUX
spir-8786	180	4	 	 	SPACE
spir-8786	180	5	a	a	DET
spir-8786	180	6	 	 	SPACE
spir-8786	180	7	range	range	NOUN
spir-8786	180	8	 	 	SPACE
spir-8786	180	9	of	of	ADP
spir-8786	180	10	 	 	SPACE
spir-8786	180	11	non-­scalable	non-­scalable	ADJ
spir-8786	180	12	 	 	SPACE
spir-8786	180	13	practices	practice	NOUN
spir-8786	180	14	 	 	SPACE
spir-8786	180	15	essential	essential	ADJ
spir-8786	180	16	 	 	SPACE
spir-8786	180	17	to	to	ADP
spir-8786	180	18	 	 	SPACE
spir-8786	180	19	success	success	NOUN
spir-8786	180	20	.	.	PUNCT
spir-8786	180	21	 	 	SPACE
spir-8786	181	1	a	a	DET
spir-8786	181	2	 	 	SPACE
spir-8786	181	3	‘	'	PUNCT
spir-8786	181	4	trial	trial	NOUN
spir-8786	181	5	 	 	SPACE
spir-8786	181	6	and	and	CCONJ
spir-8786	181	7	 	 	SPACE
spir-8786	181	8	error	error	NOUN
spir-8786	181	9	’	'	PUNCT
spir-8786	181	10	  	  	SPACE
spir-8786	181	11	approach	approach	NOUN
spir-8786	181	12	 	 	SPACE
spir-8786	181	13	is	be	AUX
spir-8786	181	14	 	 	SPACE
spir-8786	181	15	prevalent;;	prevalent;;	PROPN
spir-8786	181	16	 	 	SPACE
spir-8786	181	17	lots	lot	NOUN
spir-8786	181	18	 	 	SPACE
spir-8786	181	19	of	of	ADP
spir-8786	181	20	 	 	SPACE
spir-8786	181	21	time	time	NOUN
spir-8786	181	22	 	 	SPACE
spir-8786	181	23	is	be	AUX
spir-8786	181	24	 	 	SPACE
spir-8786	181	25	spent	spend	VERB
spir-8786	181	26	 	 	SPACE
spir-8786	181	27	‘	'	PUNCT
spir-8786	181	28	tweaking	tweaking	NOUN
spir-8786	181	29	’	'	PUNCT
spir-8786	181	30	 	 	SPACE
spir-8786	181	31	various	various	ADJ
spir-8786	181	32	 	 	SPACE
spir-8786	181	33	elements	element	NOUN
spir-8786	181	34	 	 	SPACE
spir-8786	181	35	to	to	PART
spir-8786	181	36	 	 	SPACE
spir-8786	181	37	ensure	ensure	VERB
spir-8786	181	38	  	  	SPACE
spir-8786	181	39	content	content	NOUN
spir-8786	181	40	 	 	SPACE
spir-8786	181	41	is	be	AUX
spir-8786	181	42	 	 	SPACE
spir-8786	181	43	able	able	ADJ
spir-8786	181	44	 	 	SPACE
spir-8786	181	45	to	to	PART
spir-8786	181	46	 	 	SPACE
spir-8786	181	47	find	find	VERB
spir-8786	181	48	 	 	SPACE
spir-8786	181	49	a	a	DET
spir-8786	181	50	 	 	SPACE
spir-8786	181	51	place	place	NOUN
spir-8786	181	52	 	 	SPACE
spir-8786	181	53	in	in	ADP
spir-8786	181	54	 	 	SPACE
spir-8786	181	55	a	a	DET
spir-8786	181	56	 	 	SPACE
spir-8786	181	57	crowded	crowded	ADJ
spir-8786	181	58	 	 	SPACE
spir-8786	181	59	cultural	cultural	ADJ
spir-8786	181	60	 	 	SPACE
spir-8786	181	61	space	space	NOUN
spir-8786	181	62	 	 	SPACE
spir-8786	181	63	across	across	ADP
spir-8786	181	64	 	 	SPACE
spir-8786	181	65	numerous	numerous	ADJ
spir-8786	181	66	 	 	SPACE
spir-8786	181	67	countries	country	NOUN
spir-8786	181	68	.	.	PUNCT
spir-8786	181	69	  	  	SPACE
spir-8786	182	1	this	this	PRON
spir-8786	182	2	 	 	SPACE
spir-8786	182	3	means	mean	VERB
spir-8786	182	4	 	 	SPACE
spir-8786	182	5	ensuring	ensure	VERB
spir-8786	182	6	 	 	SPACE
spir-8786	182	7	that	that	SCONJ
spir-8786	182	8	 	 	SPACE
spir-8786	182	9	their	their	PRON
spir-8786	182	10	 	 	SPACE
spir-8786	182	11	work	work	NOUN
spir-8786	182	12	 	 	SPACE
spir-8786	182	13	is	be	AUX
spir-8786	182	14	 	 	SPACE
spir-8786	182	15	contextually	contextually	ADV
spir-8786	182	16	 	 	SPACE
spir-8786	182	17	relevant	relevant	ADJ
spir-8786	182	18	,	,	PUNCT
spir-8786	182	19	 	 	SPACE
spir-8786	182	20	which	which	PRON
spir-8786	182	21	 	 	SPACE
spir-8786	182	22	is	be	AUX
spir-8786	182	23	 	 	SPACE
spir-8786	182	24	in	in	ADP
spir-8786	182	25	 	 	SPACE
spir-8786	182	26	turn	turn	VERB
spir-8786	182	27	 	 	SPACE
spir-8786	182	28	dependent	dependent	ADJ
spir-8786	182	29	  	  	SPACE
spir-8786	182	30	on	on	ADP
spir-8786	182	31	 	 	SPACE
spir-8786	182	32	mastering	master	VERB
spir-8786	182	33	 	 	SPACE
spir-8786	182	34	metadata	metadata	NOUN
spir-8786	182	35	,	,	PUNCT
spir-8786	182	36	 	 	SPACE
spir-8786	182	37	video	video	NOUN
spir-8786	182	38	 	 	SPACE
spir-8786	182	39	tagging	tagging	NOUN
spir-8786	182	40	,	,	PUNCT
spir-8786	182	41	 	 	SPACE
spir-8786	182	42	and	and	CCONJ
spir-8786	182	43	 	 	SPACE
spir-8786	182	44	copywriting	copywrite	VERB
spir-8786	182	45	 	 	SPACE
spir-8786	182	46	for	for	ADP
spir-8786	182	47	 	 	SPACE
spir-8786	182	48	search	search	NOUN
spir-8786	182	49	 	 	SPACE
spir-8786	182	50	engine	engine	NOUN
spir-8786	182	51	 	 	SPACE
spir-8786	182	52	optimization	optimization	NOUN
spir-8786	182	53	,	,	PUNCT
spir-8786	182	54	  	  	SPACE
spir-8786	182	55	including	include	VERB
spir-8786	182	56	 	 	SPACE
spir-8786	182	57	understanding	understand	VERB
spir-8786	182	58	 	 	SPACE
spir-8786	182	59	different	different	ADJ
spir-8786	182	60	 	 	SPACE
spir-8786	182	61	cultural	cultural	ADJ
spir-8786	182	62	 	 	SPACE
spir-8786	182	63	nuances	nuance	NOUN
spir-8786	182	64	 	 	SPACE
spir-8786	182	65	and	and	CCONJ
spir-8786	182	66	 	 	SPACE
spir-8786	182	67	modes	mode	NOUN
spir-8786	182	68	 	 	SPACE
spir-8786	182	69	of	of	ADP
spir-8786	182	70	 	 	SPACE
spir-8786	182	71	engaging	engage	VERB
spir-8786	182	72	 	 	SPACE
spir-8786	182	73	in	in	ADP
spir-8786	182	74	 	 	SPACE
spir-8786	182	75	multiple	multiple	ADJ
spir-8786	182	76	  	  	SPACE
spir-8786	182	77	national	national	ADJ
spir-8786	182	78	 	 	SPACE
spir-8786	182	79	contexts	context	NOUN
spir-8786	182	80	 	 	SPACE
spir-8786	182	81	simultaneously	simultaneously	ADV
spir-8786	182	82	.	.	PUNCT
spir-8786	182	83	 	 	SPACE
spir-8786	183	1	creators	creator	NOUN
spir-8786	183	2	 	 	SPACE
spir-8786	183	3	spend	spend	VERB
spir-8786	183	4	 	 	SPACE
spir-8786	183	5	much	much	ADJ
spir-8786	183	6	 	 	SPACE
spir-8786	183	7	time	time	NOUN
spir-8786	183	8	 	 	SPACE
spir-8786	183	9	in	in	ADP
spir-8786	183	10	 	 	SPACE
spir-8786	183	11	trial	trial	NOUN
spir-8786	183	12	 	 	SPACE
spir-8786	183	13	and	and	CCONJ
spir-8786	183	14	 	 	SPACE
spir-8786	183	15	error	error	NOUN
spir-8786	183	16	,	,	PUNCT
spir-8786	183	17	 	 	SPACE
spir-8786	183	18	learning	learn	VERB
spir-8786	183	19	  	  	SPACE
spir-8786	183	20	when	when	SCONJ
spir-8786	183	21	 	 	SPACE
spir-8786	183	22	work	work	NOUN
spir-8786	183	23	 	 	SPACE
spir-8786	183	24	should	should	AUX
spir-8786	183	25	 	 	SPACE
spir-8786	183	26	be	be	AUX
spir-8786	183	27	 	 	SPACE
spir-8786	183	28	uploaded	upload	VERB
spir-8786	183	29	 	 	SPACE
spir-8786	183	30	and	and	CCONJ
spir-8786	183	31	 	 	SPACE
spir-8786	183	32	amplified	amplify	VERB
spir-8786	183	33	,	,	PUNCT
spir-8786	183	34	 	 	SPACE
spir-8786	183	35	while	while	SCONJ
spir-8786	183	36	 	 	SPACE
spir-8786	183	37	working	work	VERB
spir-8786	183	38	 	 	SPACE
spir-8786	183	39	in	in	ADP
spir-8786	183	40	 	 	SPACE
spir-8786	183	41	seasonal	seasonal	ADJ
spir-8786	183	42	,	,	PUNCT
spir-8786	183	43	 	 	SPACE
spir-8786	183	44	regional	regional	ADJ
spir-8786	183	45	 	 	SPACE
spir-8786	183	46	and	and	CCONJ
spir-8786	183	47	  	  	SPACE
spir-8786	183	48	national	national	ADJ
spir-8786	183	49	 	 	SPACE
spir-8786	183	50	references	reference	NOUN
spir-8786	183	51	 	 	SPACE
spir-8786	183	52	targeting	target	VERB
spir-8786	183	53	 	 	SPACE
spir-8786	183	54	key	key	ADJ
spir-8786	183	55	 	 	SPACE
spir-8786	183	56	viewerships	viewership	NOUN
spir-8786	183	57	 	 	SPACE
spir-8786	183	58	in	in	ADP
spir-8786	183	59	 	 	SPACE
spir-8786	183	60	dozens	dozen	NOUN
spir-8786	183	61	 	 	SPACE
spir-8786	183	62	of	of	ADP
spir-8786	183	63	 	 	SPACE
spir-8786	183	64	countries	country	NOUN
spir-8786	183	65	.	.	PUNCT
spir-8786	183	66	      	      	SPACE
spir-8786	183	67	at	at	ADP
spir-8786	183	68	 	 	SPACE
spir-8786	183	69	the	the	DET
spir-8786	183	70	 	 	SPACE
spir-8786	183	71	same	same	ADJ
spir-8786	183	72	 	 	SPACE
spir-8786	183	73	time	time	NOUN
spir-8786	183	74	,	,	PUNCT
spir-8786	183	75	 	 	SPACE
spir-8786	183	76	the	the	DET
spir-8786	183	77	 	 	SPACE
spir-8786	183	78	massive	massive	ADJ
spir-8786	183	79	 	 	SPACE
spir-8786	183	80	growth	growth	NOUN
spir-8786	183	81	 	 	SPACE
spir-8786	183	82	in	in	ADP
spir-8786	183	83	 	 	SPACE
spir-8786	183	84	scale	scale	NOUN
spir-8786	183	85	 	 	SPACE
spir-8786	183	86	of	of	ADP
spir-8786	183	87	 	 	SPACE
spir-8786	183	88	sme	sme	NOUN
spir-8786	183	89	 	 	SPACE
spir-8786	183	90	content	content	NOUN
spir-8786	183	91	 	 	SPACE
spir-8786	183	92	has	have	AUX
spir-8786	183	93	 	 	SPACE
spir-8786	183	94	destroyed	destroy	VERB
spir-8786	183	95	 	 	SPACE
spir-8786	183	96	value	value	NOUN
spir-8786	183	97	 	 	SPACE
spir-8786	183	98	–	–	PUNCT
spir-8786	183	99	  	  	SPACE
spir-8786	183	100	the	the	DET
spir-8786	183	101	 	 	SPACE
spir-8786	183	102	click-­per-­thousand	click-­per-­thousand	NOUN
spir-8786	183	103	 	 	SPACE
spir-8786	183	104	rate	rate	NOUN
spir-8786	183	105	 	 	SPACE
spir-8786	183	106	that	that	PRON
spir-8786	183	107	 	 	SPACE
spir-8786	183	108	drives	drive	VERB
spir-8786	183	109	 	 	SPACE
spir-8786	183	110	ad	ad	NOUN
spir-8786	183	111	 	 	SPACE
spir-8786	183	112	sense	sense	NOUN
spir-8786	183	113	 	 	SPACE
spir-8786	183	114	revenue-­sharing	revenue-­share	VERB
spir-8786	183	115	 	 	SPACE
spir-8786	183	116	on	on	ADP
spir-8786	183	117	 	 	SPACE
spir-8786	183	118	youtube	youtube	NOUN
spir-8786	183	119	 	 	SPACE
spir-8786	183	120	has	have	AUX
spir-8786	183	121	  	  	SPACE
spir-8786	183	122	bottomed	bottom	VERB
spir-8786	183	123	 	 	SPACE
spir-8786	183	124	out	out	ADP
spir-8786	183	125	,	,	PUNCT
spir-8786	183	126	 	 	SPACE
spir-8786	183	127	driving	drive	VERB
spir-8786	183	128	 	 	SPACE
spir-8786	183	129	creators	creator	NOUN
spir-8786	183	130	 	 	SPACE
spir-8786	183	131	into	into	ADP
spir-8786	183	132	 	 	SPACE
spir-8786	183	133	further	far	ADV
spir-8786	183	134	 	 	SPACE
spir-8786	183	135	non-­scalable	non-­scalable	ADJ
spir-8786	183	136	 	 	SPACE
spir-8786	183	137	engagements	engagement	NOUN
spir-8786	183	138	 	 	SPACE
spir-8786	183	139	to	to	PART
spir-8786	183	140	 	 	SPACE
spir-8786	183	141	restore	restore	VERB
spir-8786	183	142	 	 	SPACE
spir-8786	183	143	value	value	NOUN
spir-8786	183	144	  	  	SPACE
spir-8786	183	145	(	(	PUNCT
spir-8786	183	146	brand	brand	NOUN
spir-8786	183	147	 	 	SPACE
spir-8786	183	148	deals	deal	NOUN
spir-8786	183	149	,	,	PUNCT
spir-8786	183	150	 	 	SPACE
spir-8786	183	151	merchandising	merchandising	NOUN
spir-8786	183	152	,	,	PUNCT
spir-8786	183	153	 	 	SPACE
spir-8786	183	154	television	television	NOUN
spir-8786	183	155	 	 	SPACE
spir-8786	183	156	and	and	CCONJ
spir-8786	183	157	 	 	SPACE
spir-8786	183	158	cable	cable	NOUN
spir-8786	183	159	 	 	SPACE
spir-8786	183	160	options	option	NOUN
spir-8786	183	161	,	,	PUNCT
spir-8786	183	162	 	 	SPACE
spir-8786	183	163	and	and	CCONJ
spir-8786	183	164	 	 	SPACE
spir-8786	183	165	live	live	VERB
spir-8786	183	166	 	 	SPACE
spir-8786	183	167	appearances	appearance	NOUN
spir-8786	183	168	,	,	PUNCT
spir-8786	183	169	  	  	SPACE
spir-8786	183	170	licensing	license	VERB
spir-8786	183	171	 	 	SPACE
spir-8786	183	172	content	content	NOUN
spir-8786	183	173	)	)	PUNCT
spir-8786	183	174	.	.	PUNCT
spir-8786	183	175	    	    	SPACE
spir-8786	184	1	this	this	PRON
spir-8786	184	2	 	 	SPACE
spir-8786	184	3	is	be	AUX
spir-8786	184	4	 	 	SPACE
spir-8786	184	5	the	the	DET
spir-8786	184	6	 	 	SPACE
spir-8786	184	7	bottom	bottom	NOUN
spir-8786	184	8	 	 	SPACE
spir-8786	184	9	up	up	ADP
spir-8786	184	10	 	 	SPACE
spir-8786	184	11	dimension	dimension	NOUN
spir-8786	184	12	 	 	SPACE
spir-8786	184	13	of	of	ADP
spir-8786	184	14	 	 	SPACE
spir-8786	184	15	an	an	DET
spir-8786	184	16	 	 	SPACE
spir-8786	184	17	immanent	immanent	ADJ
spir-8786	184	18	 	 	SPACE
spir-8786	184	19	critique	critique	NOUN
spir-8786	184	20	.	.	PUNCT
spir-8786	184	21	 	 	SPACE
spir-8786	185	1	looking	look	VERB
spir-8786	185	2	 	 	SPACE
spir-8786	185	3	at	at	ADP
spir-8786	185	4	 	 	SPACE
spir-8786	185	5	the	the	DET
spir-8786	185	6	 	 	SPACE
spir-8786	185	7	top-­down	top-­down	NOUN
spir-8786	185	8	  	  	SPACE
spir-8786	185	9	dimension	dimension	NOUN
spir-8786	185	10	,	,	PUNCT
spir-8786	185	11	 	 	SPACE
spir-8786	185	12	our	our	PRON
spir-8786	185	13	 	 	SPACE
spir-8786	185	14	critique	critique	NOUN
spir-8786	185	15	 	 	SPACE
spir-8786	185	16	extends	extend	VERB
spir-8786	185	17	 	 	SPACE
spir-8786	185	18	to	to	ADP
spir-8786	185	19	 	 	SPACE
spir-8786	185	20	the	the	DET
spir-8786	185	21	 	 	SPACE
spir-8786	185	22	way	way	NOUN
spir-8786	185	23	 	 	SPACE
spir-8786	185	24	in	in	ADP
spir-8786	185	25	 	 	SPACE
spir-8786	185	26	which	which	PRON
spir-8786	185	27	 	 	SPACE
spir-8786	185	28	the	the	DET
spir-8786	185	29	 	 	SPACE
spir-8786	185	30	it	it	PRON
spir-8786	185	31	 	 	SPACE
spir-8786	185	32	behemoths	behemoth	VERB
spir-8786	185	33	,	,	PUNCT
spir-8786	185	34	 	 	SPACE
spir-8786	185	35	pre-­eminently	pre-­eminently	ADV
spir-8786	185	36	  	  	SPACE
spir-8786	185	37	google	google	NOUN
spir-8786	185	38	,	,	PUNCT
spir-8786	185	39	 	 	SPACE
spir-8786	185	40	are	be	AUX
spir-8786	185	41	 	 	SPACE
spir-8786	185	42	having	have	VERB
spir-8786	185	43	 	 	SPACE
spir-8786	185	44	to	to	PART
spir-8786	185	45	 	 	SPACE
spir-8786	185	46	come	come	VERB
spir-8786	185	47	 	 	SPACE
spir-8786	185	48	to	to	ADP
spir-8786	185	49	 	 	SPACE
spir-8786	185	50	terms	term	NOUN
spir-8786	185	51	 	 	SPACE
spir-8786	185	52	with	with	ADP
spir-8786	185	53	 	 	SPACE
spir-8786	185	54	both	both	PRON
spir-8786	185	55	 	 	SPACE
spir-8786	185	56	the	the	DET
spir-8786	185	57	 	 	SPACE
spir-8786	185	58	old	old	ADJ
spir-8786	185	59	 	 	SPACE
spir-8786	185	60	and	and	CCONJ
spir-8786	185	61	 	 	SPACE
spir-8786	185	62	the	the	DET
spir-8786	185	63	 	 	SPACE
spir-8786	185	64	new	new	ADJ
spir-8786	185	65	 	 	SPACE
spir-8786	185	66	fundamentals	fundamental	NOUN
spir-8786	185	67	 	 	SPACE
spir-8786	185	68	of	of	ADP
spir-8786	185	69	  	  	SPACE
spir-8786	185	70	media	medium	NOUN
spir-8786	185	71	 	 	SPACE
spir-8786	185	72	entertainment	entertainment	NOUN
spir-8786	185	73	:	:	PUNCT
spir-8786	185	74	 	 	SPACE
spir-8786	185	75	the	the	DET
spir-8786	185	76	 	 	SPACE
spir-8786	185	77	messy	messy	ADJ
spir-8786	185	78	 	 	SPACE
spir-8786	185	79	idiosyncrasies	idiosyncrasy	NOUN
spir-8786	185	80	 	 	SPACE
spir-8786	185	81	of	of	ADP
spir-8786	185	82	 	 	SPACE
spir-8786	185	83	taste	taste	NOUN
spir-8786	185	84	 	 	SPACE
spir-8786	185	85	on	on	ADP
spir-8786	185	86	 	 	SPACE
spir-8786	185	87	the	the	DET
spir-8786	185	88	 	 	SPACE
spir-8786	185	89	consumer	consumer	NOUN
spir-8786	185	90	 	 	SPACE
spir-8786	185	91	side	side	NOUN
spir-8786	185	92	 	 	SPACE
spir-8786	185	93	that	that	PRON
spir-8786	185	94	 	 	SPACE
spir-8786	185	95	has	have	AUX
spir-8786	185	96	  	  	SPACE
spir-8786	185	97	given	give	VERB
spir-8786	185	98	 	 	SPACE
spir-8786	185	99	rise	rise	NOUN
spir-8786	185	100	 	 	SPACE
spir-8786	185	101	to	to	PART
spir-8786	185	102	 	 	SPACE
spir-8786	185	103	established	establish	VERB
spir-8786	185	104	 	 	SPACE
spir-8786	185	105	media	medium	NOUN
spir-8786	185	106	’s	’s	PART
spir-8786	185	107	 	 	SPACE
spir-8786	185	108	ways	way	NOUN
spir-8786	185	109	 	 	SPACE
spir-8786	185	110	of	of	ADP
spir-8786	185	111	 	 	SPACE
spir-8786	185	112	dealing	deal	VERB
spir-8786	185	113	 	 	SPACE
spir-8786	185	114	with	with	ADP
spir-8786	185	115	 	 	SPACE
spir-8786	185	116	radical	radical	ADJ
spir-8786	185	117	 	 	SPACE
spir-8786	185	118	uncertainty	uncertainty	NOUN
spir-8786	185	119	 	 	SPACE
spir-8786	185	120	of	of	ADP
spir-8786	185	121	 	 	SPACE
spir-8786	185	122	demand	demand	NOUN
spir-8786	185	123	.	.	PUNCT
spir-8786	185	124	 	 	SPACE
spir-8786	186	1	it	it	PRON
spir-8786	186	2	  	  	SPACE
spir-8786	186	3	also	also	ADV
spir-8786	186	4	 	 	SPACE
spir-8786	186	5	includes	include	VERB
spir-8786	186	6	 	 	SPACE
spir-8786	186	7	the	the	DET
spir-8786	186	8	 	 	SPACE
spir-8786	186	9	wary	wary	ADJ
spir-8786	186	10	 	 	SPACE
spir-8786	186	11	conservatism	conservatism	NOUN
spir-8786	186	12	 	 	SPACE
spir-8786	186	13	about	about	ADP
spir-8786	186	14	 	 	SPACE
spir-8786	186	15	the	the	DET
spir-8786	186	16	 	 	SPACE
spir-8786	186	17	digital	digital	PROPN
spir-8786	186	18	 	 	SPACE
spir-8786	186	19	harboured	harbour	VERB
spir-8786	186	20	 	 	SPACE
spir-8786	186	21	by	by	ADP
spir-8786	186	22	 	 	SPACE
spir-8786	186	23	brands	brand	NOUN
spir-8786	186	24	 	 	SPACE
spir-8786	186	25	and	and	CCONJ
spir-8786	186	26	  	  	SPACE
spir-8786	186	27	advertisers	advertiser	NOUN
spir-8786	186	28	 	 	SPACE
spir-8786	186	29	–	–	PUNCT
spir-8786	186	30	 	 	SPACE
spir-8786	186	31	which	which	PRON
spir-8786	186	32	 	 	SPACE
spir-8786	186	33	are	be	AUX
spir-8786	186	34	 	 	SPACE
spir-8786	186	35	the	the	DET
spir-8786	186	36	 	 	SPACE
spir-8786	186	37	source	source	NOUN
spir-8786	186	38	 	 	SPACE
spir-8786	186	39	of	of	ADP
spir-8786	186	40	 	 	SPACE
spir-8786	186	41	virtually	virtually	ADV
spir-8786	186	42	 	 	SPACE
spir-8786	186	43	all	all	PRON
spir-8786	186	44	 	 	SPACE
spir-8786	186	45	funding;;	funding;;	PROPN
spir-8786	186	46	 	 	SPACE
spir-8786	186	47	as	as	ADV
spir-8786	186	48	 	 	SPACE
spir-8786	186	49	well	well	ADV
spir-8786	186	50	 	 	SPACE
spir-8786	186	51	as	as	ADP
spir-8786	186	52	 	 	SPACE
spir-8786	186	53	the	the	DET
spir-8786	186	54	 	 	SPACE
spir-8786	186	55	new	new	ADJ
spir-8786	186	56	 	 	SPACE
spir-8786	186	57	power	power	NOUN
spir-8786	186	58	 	 	SPACE
spir-8786	186	59	and	and	CCONJ
spir-8786	186	60	  	  	SPACE
spir-8786	186	61	agency	agency	NOUN
spir-8786	186	62	 	 	SPACE
spir-8786	186	63	of	of	ADP
spir-8786	186	64	 	 	SPACE
spir-8786	186	65	content	content	NOUN
spir-8786	186	66	 	 	SPACE
spir-8786	186	67	producers	producer	NOUN
spir-8786	186	68	.	.	PUNCT
spir-8786	186	69	 	 	SPACE
spir-8786	187	1	google	google	PROPN
spir-8786	187	2	’s	’s	PART
spir-8786	187	3	 	 	SPACE
spir-8786	187	4	engineering	engineering	NOUN
spir-8786	187	5	 	 	SPACE
spir-8786	187	6	culture	culture	NOUN
spir-8786	187	7	 	 	SPACE
spir-8786	187	8	has	have	VERB
spir-8786	187	9	 	 	SPACE
spir-8786	187	10	to	to	PART
spir-8786	187	11	 	 	SPACE
spir-8786	187	12	come	come	VERB
spir-8786	187	13	 	 	SPACE
spir-8786	187	14	to	to	ADP
spir-8786	187	15	 	 	SPACE
spir-8786	187	16	terms	term	NOUN
spir-8786	187	17	 	 	SPACE
spir-8786	187	18	with	with	ADP
spir-8786	187	19	  	  	SPACE
spir-8786	187	20	non-­scalable	non-­scalable	ADJ
spir-8786	187	21	 	 	SPACE
spir-8786	187	22	branded	brand	VERB
spir-8786	187	23	 	 	SPACE
spir-8786	187	24	content	content	NOUN
spir-8786	187	25	.	.	PUNCT
spir-8786	187	26	      	      	SPACE
spir-8786	188	1	this	this	PRON
spir-8786	188	2	 	 	SPACE
spir-8786	188	3	is	be	AUX
spir-8786	188	4	 	 	SPACE
spir-8786	188	5	the	the	DET
spir-8786	188	6	 	 	SPACE
spir-8786	188	7	challenge	challenge	NOUN
spir-8786	188	8	 	 	SPACE
spir-8786	188	9	of	of	ADP
spir-8786	188	10	 	 	SPACE
spir-8786	188	11	‘	'	PUNCT
spir-8786	188	12	monetisation	monetisation	NOUN
spir-8786	188	13	 	 	SPACE
spir-8786	188	14	after	after	ADP
spir-8786	188	15	 	 	SPACE
spir-8786	188	16	[	[	X
spir-8786	188	17	google	google	PROPN
spir-8786	188	18	’s	’s	PART
spir-8786	188	19	]	]	PUNCT
spir-8786	188	20	 	 	SPACE
spir-8786	188	21	adsense	adsense	NOUN
spir-8786	188	22	’	'	PUNCT
spir-8786	188	23	,	,	PUNCT
spir-8786	188	24	 	 	SPACE
spir-8786	188	25	in	in	ADP
spir-8786	188	26	 	 	SPACE
spir-8786	188	27	the	the	DET
spir-8786	188	28	 	 	SPACE
spir-8786	188	29	words	word	NOUN
spir-8786	188	30	 	 	SPACE
spir-8786	188	31	of	of	ADP
spir-8786	188	32	 	 	SPACE
spir-8786	188	33	digital	digital	ADJ
spir-8786	188	34	  	  	SPACE
spir-8786	188	35	executive	executive	NOUN
spir-8786	188	36	 	 	SPACE
spir-8786	188	37	jordan	jordan	PROPN
spir-8786	188	38	 	 	SPACE
spir-8786	188	39	levin	levin	PROPN
spir-8786	188	40	 	 	SPACE
spir-8786	188	41	(	(	PUNCT
spir-8786	188	42	2014	2014	NUM
spir-8786	188	43	)	)	PUNCT
spir-8786	188	44	 	 	SPACE
spir-8786	188	45	-­	-­	NOUN
spir-8786	188	46	 	 	SPACE
spir-8786	188	47	marketing	marketing	NOUN
spir-8786	188	48	 	 	SPACE
spir-8786	188	49	and	and	CCONJ
spir-8786	188	50	 	 	SPACE
spir-8786	188	51	advertising	advertising	NOUN
spir-8786	188	52	 	 	SPACE
spir-8786	188	53	that	that	PRON
spir-8786	188	54	 	 	SPACE
spir-8786	188	55	can	can	AUX
spir-8786	188	56	not	not	PART
spir-8786	188	57	 	 	SPACE
spir-8786	188	58	be	be	AUX
spir-8786	188	59	 	 	SPACE
spir-8786	188	60	massively	massively	ADV
spir-8786	188	61	  	  	SPACE
spir-8786	188	62	scaled-­up	scaled-­up	VERB
spir-8786	188	63	 	 	SPACE
spir-8786	188	64	through	through	ADP
spir-8786	188	65	 	 	SPACE
spir-8786	188	66	automation	automation	NOUN
spir-8786	188	67	 	 	SPACE
spir-8786	188	68	(	(	PUNCT
spir-8786	188	69	or	or	CCONJ
spir-8786	188	70	 	 	SPACE
spir-8786	188	71	‘	'	PUNCT
spir-8786	188	72	programmatics	programmatic	NOUN
spir-8786	188	73	’	'	PUNCT
spir-8786	188	74	,	,	PUNCT
spir-8786	188	75	 	 	SPACE
spir-8786	188	76	as	as	SCONJ
spir-8786	188	77	 	 	SPACE
spir-8786	188	78	it	it	PRON
spir-8786	188	79	 	 	SPACE
spir-8786	188	80	is	be	AUX
spir-8786	188	81	 	 	SPACE
spir-8786	188	82	called	call	VERB
spir-8786	188	83	 	 	SPACE
spir-8786	188	84	in	in	ADP
spir-8786	188	85	 	 	SPACE
spir-8786	188	86	the	the	DET
spir-8786	188	87	 	 	SPACE
spir-8786	188	88	industry	industry	NOUN
spir-8786	188	89	)	)	PUNCT
spir-8786	188	90	.	.	PUNCT
spir-8786	188	91	  	  	SPACE
spir-8786	189	1	indeed	indeed	ADV
spir-8786	189	2	,	,	PUNCT
spir-8786	189	3	 	 	SPACE
spir-8786	189	4	it	it	PRON
spir-8786	189	5	 	 	SPACE
spir-8786	189	6	is	be	AUX
spir-8786	189	7	 	 	SPACE
spir-8786	189	8	our	our	PRON
spir-8786	189	9	 	 	SPACE
spir-8786	189	10	contention	contention	NOUN
spir-8786	189	11	 	 	SPACE
spir-8786	189	12	that	that	SCONJ
spir-8786	189	13	 	 	SPACE
spir-8786	189	14	the	the	DET
spir-8786	189	15	 	 	SPACE
spir-8786	189	16	ten	ten	NUM
spir-8786	189	17	 	 	SPACE
spir-8786	189	18	year	year	NOUN
spir-8786	189	19	 	 	SPACE
spir-8786	189	20	history	history	NOUN
spir-8786	189	21	 	 	SPACE
spir-8786	189	22	of	of	ADP
spir-8786	189	23	 	 	SPACE
spir-8786	189	24	youtube	youtube	NOUN
spir-8786	189	25	 	 	SPACE
spir-8786	189	26	since	since	SCONJ
spir-8786	189	27	 	 	SPACE
spir-8786	189	28	google	google	PROPN
spir-8786	189	29	’s	’s	PART
spir-8786	189	30	 	 	SPACE
spir-8786	189	31	takeover	takeover	NOUN
spir-8786	189	32	  	  	SPACE
spir-8786	189	33	can	can	AUX
spir-8786	189	34	 	 	SPACE
spir-8786	189	35	be	be	AUX
spir-8786	189	36	 	 	SPACE
spir-8786	189	37	written	write	VERB
spir-8786	189	38	 	 	SPACE
spir-8786	189	39	as	as	ADP
spir-8786	189	40	 	 	SPACE
spir-8786	189	41	a	a	DET
spir-8786	189	42	 	 	SPACE
spir-8786	189	43	history	history	NOUN
spir-8786	189	44	 	 	SPACE
spir-8786	189	45	of	of	ADP
spir-8786	189	46	 	 	SPACE
spir-8786	189	47	google	google	PROPN
spir-8786	189	48	 	 	SPACE
spir-8786	189	49	seeking	seek	VERB
spir-8786	189	50	 	 	SPACE
spir-8786	189	51	to	to	PART
spir-8786	189	52	 	 	SPACE
spir-8786	189	53	come	come	VERB
spir-8786	189	54	 	 	SPACE
spir-8786	189	55	to	to	ADP
spir-8786	189	56	 	 	SPACE
spir-8786	189	57	terms	term	NOUN
spir-8786	189	58	 	 	SPACE
spir-8786	189	59	with	with	ADP
spir-8786	189	60	 	 	SPACE
spir-8786	189	61	the	the	DET
spir-8786	189	62	 	 	SPACE
spir-8786	189	63	non-­scalable	non-­scalable	ADJ
spir-8786	189	64	  	  	SPACE
spir-8786	189	65	fundamentals	fundamental	NOUN
spir-8786	189	66	 	 	SPACE
spir-8786	189	67	of	of	ADP
spir-8786	189	68	 	 	SPACE
spir-8786	189	69	entertainment	entertainment	NOUN
spir-8786	189	70	,	,	PUNCT
spir-8786	189	71	 	 	SPACE
spir-8786	189	72	notoriously	notoriously	ADV
spir-8786	189	73	 	 	SPACE
spir-8786	189	74	fickle	fickle	ADJ
spir-8786	189	75	 	 	SPACE
spir-8786	189	76	consumer	consumer	NOUN
spir-8786	189	77	 	 	SPACE
spir-8786	189	78	taste	taste	NOUN
spir-8786	189	79	,	,	PUNCT
spir-8786	189	80	 	 	SPACE
spir-8786	189	81	and	and	CCONJ
spir-8786	189	82	 	 	SPACE
spir-8786	189	83	content	content	NOUN
spir-8786	189	84	 	 	SPACE
spir-8786	189	85	and	and	CCONJ
spir-8786	189	86	  	  	SPACE
spir-8786	189	87	talent	talent	NOUN
spir-8786	189	88	 	 	SPACE
spir-8786	189	89	development	development	NOUN
spir-8786	189	90	,	,	PUNCT
spir-8786	189	91	 	 	SPACE
spir-8786	189	92	from	from	ADP
spir-8786	189	93	 	 	SPACE
spir-8786	189	94	its	its	PRON
spir-8786	189	95	 	 	SPACE
spir-8786	189	96	base	base	NOUN
spir-8786	189	97	 	 	SPACE
spir-8786	189	98	as	as	ADP
spir-8786	189	99	 	 	SPACE
spir-8786	189	100	an	an	DET
spir-8786	189	101	 	 	SPACE
spir-8786	189	102	information	information	NOUN
spir-8786	189	103	 	 	SPACE
spir-8786	189	104	technology	technology	NOUN
spir-8786	189	105	/	/	SYM
spir-8786	189	106	engineering	engineering	NOUN
spir-8786	189	107	 	 	SPACE
spir-8786	189	108	company	company	NOUN
spir-8786	189	109	  	  	SPACE
spir-8786	189	110	dedicated	dedicate	VERB
spir-8786	189	111	 	 	SPACE
spir-8786	189	112	to	to	PART
spir-8786	189	113	 	 	SPACE
spir-8786	189	114	scale	scale	VERB
spir-8786	189	115	,	,	PUNCT
spir-8786	189	116	 	 	SPACE
spir-8786	189	117	automation	automation	NOUN
spir-8786	189	118	,	,	PUNCT
spir-8786	189	119	 	 	SPACE
spir-8786	189	120	permanent	permanent	ADJ
spir-8786	189	121	 	 	SPACE
spir-8786	189	122	beta	beta	NOUN
spir-8786	189	123	,	,	PUNCT
spir-8786	189	124	 	 	SPACE
spir-8786	189	125	rapid	rapid	ADJ
spir-8786	189	126	 	 	SPACE
spir-8786	189	127	prototyping	prototyping	NOUN
spir-8786	189	128	 	 	SPACE
spir-8786	189	129	and	and	CCONJ
spir-8786	189	130	 	 	SPACE
spir-8786	189	131	iteration	iteration	NOUN
spir-8786	189	132	.	.	PUNCT
spir-8786	189	133	 	 	SPACE
spir-8786	190	1	the	the	DET
spir-8786	190	2	  	  	SPACE
spir-8786	190	3	regular	regular	ADJ
spir-8786	190	4	 	 	SPACE
spir-8786	190	5	strategy	strategy	NOUN
spir-8786	190	6	 	 	SPACE
spir-8786	190	7	shuffles	shuffle	VERB
spir-8786	190	8	 	 	SPACE
spir-8786	190	9	between	between	ADP
spir-8786	190	10	 	 	SPACE
spir-8786	190	11	its	its	PRON
spir-8786	190	12	 	 	SPACE
spir-8786	190	13	core	core	NOUN
spir-8786	190	14	 	 	SPACE
spir-8786	190	15	it	it	PRON
spir-8786	190	16	 	 	SPACE
spir-8786	190	17	business	business	NOUN
spir-8786	190	18	 	 	SPACE
spir-8786	190	19	models	model	NOUN
spir-8786	190	20	 	 	SPACE
spir-8786	190	21	and	and	CCONJ
spir-8786	190	22	 	 	SPACE
spir-8786	190	23	entertainment	entertainment	NOUN
spir-8786	190	24	  	  	SPACE
spir-8786	190	25	industry	industry	NOUN
spir-8786	190	26	 	 	SPACE
spir-8786	190	27	plays	play	VERB
spir-8786	190	28	 	 	SPACE
spir-8786	190	29	will	will	AUX
spir-8786	190	30	 	 	SPACE
spir-8786	190	31	be	be	AUX
spir-8786	190	32	 	 	SPACE
spir-8786	190	33	outlined	outline	VERB
spir-8786	190	34	.	.	PUNCT
spir-8786	190	35	    	    	SPACE
spir-8786	191	1	references	reference	NOUN
spir-8786	191	2	  	  	SPACE
spir-8786	191	3	cunningham	cunningham	PROPN
spir-8786	191	4	,	,	PUNCT
spir-8786	191	5	 	 	SPACE
spir-8786	191	6	s.	s.	PROPN
spir-8786	191	7	 	 	SPACE
spir-8786	191	8	and	and	CCONJ
spir-8786	191	9	 	 	SPACE
spir-8786	191	10	silver	silver	NOUN
spir-8786	191	11	,	,	PUNCT
spir-8786	191	12	 	 	SPACE
spir-8786	191	13	j.	j.	PROPN
spir-8786	191	14	 	 	SPACE
spir-8786	191	15	(	(	PUNCT
spir-8786	191	16	2013	2013	NUM
spir-8786	191	17	)	)	PUNCT
spir-8786	191	18	.	.	PUNCT
spir-8786	191	19	 	 	SPACE
spir-8786	192	1	screen	screen	NOUN
spir-8786	192	2	 	 	SPACE
spir-8786	192	3	distribution	distribution	NOUN
spir-8786	192	4	 	 	SPACE
spir-8786	192	5	and	and	CCONJ
spir-8786	192	6	 	 	SPACE
spir-8786	192	7	the	the	DET
spir-8786	192	8	 	 	SPACE
spir-8786	192	9	new	new	ADJ
spir-8786	192	10	 	 	SPACE
spir-8786	192	11	king	king	NOUN
spir-8786	192	12	 	 	SPACE
spir-8786	192	13	kongs	kong	NOUN
spir-8786	192	14	 	 	SPACE
spir-8786	192	15	of	of	ADP
spir-8786	192	16	  	  	SPACE
spir-8786	192	17	the	the	DET
spir-8786	192	18	 	 	SPACE
spir-8786	192	19	online	online	ADJ
spir-8786	192	20	 	 	SPACE
spir-8786	192	21	world	world	NOUN
spir-8786	192	22	.	.	PUNCT
spir-8786	192	23	 	 	SPACE
spir-8786	193	1	london	london	PROPN
spir-8786	193	2	:	:	PUNCT
spir-8786	193	3	 	 	SPACE
spir-8786	193	4	palgrave	palgrave	PROPN
spir-8786	193	5	 	 	SPACE
spir-8786	193	6	macmillan	macmillan	PROPN
spir-8786	193	7	.	.	PUNCT
spir-8786	193	8	  	  	SPACE
spir-8786	194	1	cunningham	cunningham	PROPN
spir-8786	194	2	,	,	PUNCT
spir-8786	194	3	 	 	SPACE
spir-8786	194	4	s.	s.	PROPN
spir-8786	194	5	 	 	SPACE
spir-8786	194	6	and	and	CCONJ
spir-8786	194	7	 	 	SPACE
spir-8786	194	8	silver	silver	NOUN
spir-8786	194	9	,	,	PUNCT
spir-8786	194	10	 	 	SPACE
spir-8786	194	11	j.	j.	PROPN
spir-8786	194	12	 	 	SPACE
spir-8786	194	13	(	(	PUNCT
spir-8786	194	14	2015	2015	NUM
spir-8786	194	15	)	)	PUNCT
spir-8786	194	16	.	.	PUNCT
spir-8786	194	17	 	 	SPACE
spir-8786	195	1	studying	study	VERB
spir-8786	195	2	 	 	SPACE
spir-8786	195	3	change	change	NOUN
spir-8786	195	4	 	 	SPACE
spir-8786	195	5	in	in	ADP
spir-8786	195	6	 	 	SPACE
spir-8786	195	7	popular	popular	ADJ
spir-8786	195	8	 	 	SPACE
spir-8786	195	9	culture	culture	NOUN
spir-8786	195	10	:	:	PUNCT
spir-8786	195	11	 	 	SPACE
spir-8786	195	12	a	a	DET
spir-8786	195	13	 	 	SPACE
spir-8786	195	14	“	"	PUNCT
spir-8786	195	15	middle-­	middle-­	ADJ
spir-8786	195	16	range	range	NOUN
spir-8786	195	17	”	"	PUNCT
spir-8786	195	18	 	 	SPACE
spir-8786	195	19	approach	approach	NOUN
spir-8786	195	20	.	.	PUNCT
spir-8786	195	21	 	 	SPACE
spir-8786	196	1	in	in	ADP
spir-8786	196	2	 	 	SPACE
spir-8786	196	3	t.miller	t.miller	NOUN
spir-8786	196	4	 	 	SPACE
spir-8786	196	5	(	(	PUNCT
spir-8786	196	6	ed	ed	NOUN
spir-8786	196	7	)	)	PUNCT
spir-8786	196	8	,	,	PUNCT
spir-8786	196	9	 	 	SPACE
spir-8786	196	10	the	the	DET
spir-8786	196	11	 	 	SPACE
spir-8786	196	12	routledge	routledge	PROPN
spir-8786	196	13	 	 	SPACE
spir-8786	196	14	companion	companion	NOUN
spir-8786	196	15	 	 	SPACE
spir-8786	196	16	to	to	ADP
spir-8786	196	17	 	 	SPACE
spir-8786	196	18	global	global	ADJ
spir-8786	196	19	 	 	SPACE
spir-8786	196	20	popular	popular	ADJ
spir-8786	196	21	  	  	SPACE
spir-8786	196	22	culture	culture	NOUN
spir-8786	196	23	.	.	PUNCT
spir-8786	196	24	 	 	SPACE
spir-8786	197	1	new	new	ADJ
spir-8786	197	2	 	 	SPACE
spir-8786	197	3	york	york	PROPN
spir-8786	197	4	:	:	PUNCT
spir-8786	197	5	 	 	SPACE
spir-8786	197	6	routledge	routledge	PROPN
spir-8786	197	7	.	.	PUNCT
spir-8786	197	8	  	  	SPACE
spir-8786	197	9	elmer	elmer	NOUN
spir-8786	197	10	,	,	PUNCT
spir-8786	197	11	 	 	SPACE
spir-8786	197	12	g.	g.	PROPN
spir-8786	197	13	,	,	PUNCT
spir-8786	197	14	 	 	SPACE
spir-8786	197	15	langlois	langlois	PROPN
spir-8786	197	16	,	,	PUNCT
spir-8786	197	17	 	 	SPACE
spir-8786	197	18	g.	g.	PROPN
spir-8786	197	19	,	,	PUNCT
spir-8786	197	20	 	 	SPACE
spir-8786	197	21	powell	powell	PROPN
spir-8786	197	22	,	,	PUNCT
spir-8786	197	23	 	 	SPACE
spir-8786	197	24	a.	a.	NOUN
spir-8786	197	25	 	 	SPACE
spir-8786	197	26	and	and	CCONJ
spir-8786	197	27	 	 	SPACE
spir-8786	197	28	renzi	renzi	PROPN
spir-8786	197	29	,	,	PUNCT
spir-8786	197	30	 	 	SPACE
spir-8786	197	31	a.	a.	NOUN
spir-8786	197	32	 	 	SPACE
spir-8786	197	33	(	(	PUNCT
spir-8786	197	34	2015	2015	NUM
spir-8786	197	35	)	)	PUNCT
spir-8786	197	36	.	.	PUNCT
spir-8786	197	37	 	 	SPACE
spir-8786	198	1	call	call	VERB
spir-8786	198	2	 	 	SPACE
spir-8786	198	3	for	for	ADP
spir-8786	198	4	 	 	SPACE
spir-8786	198	5	papers	paper	NOUN
spir-8786	198	6	:	:	PUNCT
spir-8786	198	7	 	 	SPACE
spir-8786	198	8	international	international	ADJ
spir-8786	198	9	  	  	SPACE
spir-8786	198	10	communication	communication	NOUN
spir-8786	198	11	 	 	SPACE
spir-8786	198	12	association	association	NOUN
spir-8786	198	13	 	 	SPACE
spir-8786	198	14	preconference	preconference	NOUN
spir-8786	198	15	 	 	SPACE
spir-8786	198	16	big	big	ADJ
spir-8786	198	17	 	 	SPACE
spir-8786	198	18	data	datum	NOUN
spir-8786	198	19	:	:	PUNCT
spir-8786	198	20	 	 	SPACE
spir-8786	198	21	critiques	critique	NOUN
spir-8786	198	22	 	 	SPACE
spir-8786	198	23	and	and	CCONJ
spir-8786	198	24	 	 	SPACE
spir-8786	198	25	alternatives	alternative	NOUN
spir-8786	198	26	,	,	PUNCT
spir-8786	198	27	  	  	SPACE
spir-8786	198	28	fukuoka	fukuoka	VERB
spir-8786	198	29	,	,	PUNCT
spir-8786	198	30	 	 	SPACE
spir-8786	198	31	9	9	NUM
spir-8786	198	32	 	 	SPACE
spir-8786	198	33	june	june	PROPN
spir-8786	198	34	 	 	SPACE
spir-8786	198	35	2016	2016	NUM
spir-8786	198	36	.	.	PUNCT
spir-8786	198	37	  	  	SPACE
spir-8786	199	1	foucault	foucault	PROPN
spir-8786	199	2	,	,	PUNCT
spir-8786	199	3	 	 	SPACE
spir-8786	199	4	m.	m.	NOUN
spir-8786	199	5	 	 	SPACE
spir-8786	199	6	(	(	PUNCT
spir-8786	199	7	1991	1991	NUM
spir-8786	199	8	)	)	PUNCT
spir-8786	199	9	.	.	PUNCT
spir-8786	199	10	 	 	SPACE
spir-8786	200	1	governmentality	governmentality	NOUN
spir-8786	200	2	.	.	PUNCT
spir-8786	200	3	 	 	SPACE
spir-8786	201	1	in	in	ADP
spir-8786	201	2	 	 	SPACE
spir-8786	201	3	g.	g.	NOUN
spir-8786	201	4	 	 	SPACE
spir-8786	201	5	burchell	burchell	PROPN
spir-8786	201	6	,	,	PUNCT
spir-8786	201	7	 	 	SPACE
spir-8786	201	8	c.	c.	PROPN
spir-8786	201	9	 	 	SPACE
spir-8786	201	10	gordon	gordon	PROPN
spir-8786	201	11	 	 	SPACE
spir-8786	201	12	and	and	CCONJ
spir-8786	201	13	 	 	SPACE
spir-8786	201	14	p.	p.	NOUN
spir-8786	201	15	 	 	SPACE
spir-8786	201	16	miller	miller	PROPN
spir-8786	201	17	 	 	SPACE
spir-8786	201	18	(	(	PUNCT
spir-8786	201	19	eds	ed	NOUN
spir-8786	201	20	.	.	PUNCT
spir-8786	201	21	)	)	PUNCT
spir-8786	201	22	,	,	PUNCT
spir-8786	201	23	  	  	SPACE
spir-8786	201	24	the	the	DET
spir-8786	201	25	 	 	SPACE
spir-8786	201	26	foucault	foucault	NOUN
spir-8786	201	27	 	 	SPACE
spir-8786	201	28	effect	effect	NOUN
spir-8786	201	29	:	:	PUNCT
spir-8786	201	30	 	 	SPACE
spir-8786	201	31	studies	study	NOUN
spir-8786	201	32	 	 	SPACE
spir-8786	201	33	in	in	ADP
spir-8786	201	34	 	 	SPACE
spir-8786	201	35	governmentality	governmentality	NOUN
spir-8786	201	36	 	 	SPACE
spir-8786	201	37	(	(	PUNCT
spir-8786	201	38	london	london	PROPN
spir-8786	201	39	:	:	PUNCT
spir-8786	201	40	 	 	SPACE
spir-8786	201	41	harvester	harvester	NOUN
spir-8786	201	42	  	  	SPACE
spir-8786	201	43	wheatsheaf	wheatsheaf	PROPN
spir-8786	201	44	)	)	PUNCT
spir-8786	201	45	,	,	PUNCT
spir-8786	201	46	 	 	SPACE
spir-8786	201	47	pp	pp	ADV
spir-8786	201	48	.	.	PUNCT
spir-8786	201	49	 	 	SPACE
spir-8786	202	1	87–104	87–104	PROPN
spir-8786	202	2	.	.	PUNCT
spir-8786	202	3	  	  	SPACE
spir-8786	203	1	gillespie	gillespie	PROPN
spir-8786	203	2	,	,	PUNCT
spir-8786	203	3	 	 	SPACE
spir-8786	203	4	t.	t.	NOUN
spir-8786	203	5	 	 	SPACE
spir-8786	203	6	and	and	CCONJ
spir-8786	203	7	 	 	SPACE
spir-8786	203	8	seaver	seaver	PROPN
spir-8786	203	9	,	,	PUNCT
spir-8786	203	10	 	 	SPACE
spir-8786	203	11	n.	n.	NOUN
spir-8786	203	12	 	 	SPACE
spir-8786	203	13	(	(	PUNCT
spir-8786	203	14	2015	2015	NUM
spir-8786	203	15	)	)	PUNCT
spir-8786	203	16	.	.	PUNCT
spir-8786	203	17	 	 	SPACE
spir-8786	204	1	critical	critical	ADJ
spir-8786	204	2	 	 	SPACE
spir-8786	204	3	algorithm	algorithm	NOUN
spir-8786	204	4	 	 	SPACE
spir-8786	204	5	studies	study	NOUN
spir-8786	204	6	:	:	PUNCT
spir-8786	204	7	 	 	SPACE
spir-8786	204	8	a	a	DET
spir-8786	204	9	 	 	SPACE
spir-8786	204	10	reading	reading	NOUN
spir-8786	204	11	 	 	SPACE
spir-8786	204	12	list	list	NOUN
spir-8786	204	13	.	.	PUNCT
spir-8786	204	14	 	 	SPACE
spir-8786	205	1	the	the	DET
spir-8786	205	2	  	  	SPACE
spir-8786	205	3	http://socialmediacollective.org/reading-­lists/critical-­algorithm-­studies/	http://socialmediacollective.org/reading-­lists/critical-­algorithm-­studies/	NOUN
spir-8786	205	4	  	  	SPACE
spir-8786	205	5	levin	levin	PROPN
spir-8786	205	6	 	 	SPACE
spir-8786	205	7	j	j	PROPN
spir-8786	205	8	 	 	SPACE
spir-8786	205	9	(	(	PUNCT
spir-8786	205	10	2015	2015	NUM
spir-8786	205	11	)	)	PUNCT
spir-8786	205	12	.	.	PUNCT
spir-8786	205	13	 	 	SPACE
spir-8786	206	1	interview	interview	NOUN
spir-8786	206	2	 	 	SPACE
spir-8786	206	3	with	with	ADP
spir-8786	206	4	 	 	SPACE
spir-8786	206	5	jordon	jordon	PROPN
spir-8786	206	6	 	 	SPACE
spir-8786	206	7	levin	levin	PROPN
spir-8786	206	8	,	,	PUNCT
spir-8786	206	9	 	 	SPACE
spir-8786	206	10	chief	chief	ADJ
spir-8786	206	11	 	 	SPACE
spir-8786	206	12	content	content	NOUN
spir-8786	206	13	 	 	SPACE
spir-8786	206	14	officer	officer	NOUN
spir-8786	206	15	 	 	SPACE
spir-8786	206	16	at	at	ADP
spir-8786	206	17	 	 	SPACE
spir-8786	206	18	nfl	nfl	PROPN
spir-8786	206	19	,	,	PUNCT
spir-8786	206	20	 	 	SPACE
spir-8786	206	21	with	with	ADP
spir-8786	206	22	 	 	SPACE
spir-8786	206	23	stuart	stuart	PROPN
spir-8786	206	24	  	  	SPACE
spir-8786	206	25	cunningham	cunningham	PROPN
spir-8786	206	26	 	 	SPACE
spir-8786	206	27	and	and	CCONJ
spir-8786	206	28	 	 	SPACE
spir-8786	206	29	david	david	PROPN
spir-8786	206	30	 	 	SPACE
spir-8786	206	31	craig	craig	PROPN
spir-8786	206	32	.	.	PUNCT
spir-8786	206	33	 	 	SPACE
spir-8786	207	1	los	los	PROPN
spir-8786	207	2	 	 	SPACE
spir-8786	207	3	angeles	angeles	PROPN
spir-8786	207	4	,	,	PUNCT
spir-8786	207	5	 	 	SPACE
spir-8786	207	6	17	17	NUM
spir-8786	207	7	 	 	SPACE
spir-8786	207	8	april	april	PROPN
spir-8786	207	9	.	.	PUNCT
spir-8786	207	10	      	      	SPACE