id	sid	tid	token	lemma	pos
spir-13979	1	1	selected	select	VERB
spir-13979	1	2	papers	paper	NOUN
spir-13979	1	3	of	of	ADP
spir-13979	1	4	#	#	SYM
spir-13979	1	5	aoir2024	aoir2024	PROPN
spir-13979	1	6	:	:	PUNCT
spir-13979	1	7	the	the	DET
spir-13979	1	8	25th	25th	ADJ
spir-13979	1	9	annual	annual	ADJ
spir-13979	1	10	conference	conference	NOUN
spir-13979	1	11	of	of	ADP
spir-13979	1	12	the	the	DET
spir-13979	1	13	association	association	NOUN
spir-13979	1	14	of	of	ADP
spir-13979	1	15	internet	internet	NOUN
spir-13979	1	16	researchers	researcher	NOUN
spir-13979	1	17	sheffield	sheffield	PROPN
spir-13979	1	18	,	,	PUNCT
spir-13979	1	19	uk	uk	PROPN
spir-13979	1	20	/	/	SYM
spir-13979	1	21	30	30	NUM
spir-13979	1	22	oct	oct	NOUN
spir-13979	1	23	2	2	NUM
spir-13979	1	24	nov	nov	PROPN
spir-13979	1	25	2024	2024	NUM
spir-13979	1	26	pybus	pybus	NOUN
spir-13979	1	27	,	,	PUNCT
spir-13979	1	28	j.	j.	PROPN
spir-13979	1	29	;	;	PUNCT
spir-13979	1	30	svendsen	svendsen	PROPN
spir-13979	1	31	,	,	PUNCT
spir-13979	1	32	k.	k.	PROPN
spir-13979	1	33	s.	s.	PROPN
spir-13979	1	34	;	;	PUNCT
spir-13979	1	35	lai	lai	PROPN
spir-13979	1	36	,	,	PUNCT
spir-13979	1	37	s.s	s.s	PROPN
spir-13979	1	38	.	.	PROPN
spir-13979	1	39	;	;	PUNCT
spir-13979	1	40	lomborg	lomborg	PROPN
spir-13979	1	41	,	,	PUNCT
spir-13979	1	42	s.	s.	PROPN
spir-13979	1	43	(	(	PUNCT
spir-13979	1	44	2024	2024	NUM
spir-13979	1	45	,	,	PUNCT
spir-13979	1	46	october	october	PROPN
spir-13979	1	47	)	)	PUNCT
spir-13979	1	48	.	.	PUNCT
spir-13979	2	1	auditing	audit	VERB
spir-13979	2	2	the	the	DET
spir-13979	2	3	closed	close	VERB
spir-13979	2	4	ios	ios	PROPN
spir-13979	2	5	ecosystem	ecosystem	NOUN
spir-13979	2	6	:	:	PUNCT
spir-13979	2	7	is	be	AUX
spir-13979	2	8	there	there	PRON
spir-13979	2	9	potential	potential	ADJ
spir-13979	2	10	for	for	ADP
spir-13979	2	11	large	large	ADJ
spir-13979	2	12	language	language	NOUN
spir-13979	2	13	model	model	NOUN
spir-13979	2	14	app	app	NOUN
spir-13979	2	15	inspections	inspection	NOUN
spir-13979	2	16	?	?	PUNCT
spir-13979	2	17	.	.	PUNCT
spir-13979	3	1	paper	paper	NOUN
spir-13979	3	2	presented	present	VERB
spir-13979	3	3	at	at	ADP
spir-13979	3	4	aoir2024	aoir2024	PROPN
spir-13979	3	5	:	:	PUNCT
spir-13979	3	6	the	the	DET
spir-13979	3	7	25th	25th	ADJ
spir-13979	3	8	annual	annual	ADJ
spir-13979	3	9	conference	conference	NOUN
spir-13979	3	10	of	of	ADP
spir-13979	3	11	the	the	DET
spir-13979	3	12	association	association	NOUN
spir-13979	3	13	of	of	ADP
spir-13979	3	14	internet	internet	NOUN
spir-13979	3	15	researchers	researcher	NOUN
spir-13979	3	16	.	.	PUNCT
spir-13979	4	1	sheffield	sheffield	PROPN
spir-13979	4	2	,	,	PUNCT
spir-13979	4	3	uk	uk	PROPN
spir-13979	4	4	:	:	PUNCT
spir-13979	4	5	aoir	aoir	NOUN
spir-13979	4	6	.	.	PUNCT
spir-13979	4	7	retrieved	retrieve	VERB
spir-13979	4	8	from	from	ADP
spir-13979	4	9	http://spir.aoir.org	http://spir.aoir.org	PROPN
spir-13979	4	10	.	.	PUNCT
spir-13979	5	1	auditing	audit	VERB
spir-13979	5	2	the	the	DET
spir-13979	5	3	closed	close	VERB
spir-13979	5	4	ios	ios	PROPN
spir-13979	5	5	ecosystem	ecosystem	NOUN
spir-13979	5	6	:	:	PUNCT
spir-13979	5	7	is	be	AUX
spir-13979	5	8	there	there	PRON
spir-13979	5	9	potential	potential	ADJ
spir-13979	5	10	for	for	ADP
spir-13979	5	11	large	large	ADJ
spir-13979	5	12	language	language	NOUN
spir-13979	5	13	model	model	NOUN
spir-13979	5	14	app	app	PROPN
spir-13979	5	15	inspection	inspection	PROPN
spir-13979	5	16	jennifer	jennifer	PROPN
spir-13979	5	17	pybus	pybus	PROPN
spir-13979	5	18	york	york	PROPN
spir-13979	5	19	university	university	PROPN
spir-13979	5	20	kristian	kristian	PROPN
spir-13979	5	21	sick	sick	PROPN
spir-13979	5	22	svendsen	svendsen	PROPN
spir-13979	5	23	university	university	PROPN
spir-13979	5	24	of	of	ADP
spir-13979	5	25	copenhagen	copenhagen	PROPN
spir-13979	5	26	signe	signe	PROPN
spir-13979	5	27	sophus	sophus	PROPN
spir-13979	5	28	lai	lai	PROPN
spir-13979	5	29	university	university	PROPN
spir-13979	5	30	of	of	ADP
spir-13979	5	31	copenhagen	copenhagen	PROPN
spir-13979	5	32	stine	stine	PROPN
spir-13979	5	33	lomborg	lomborg	PROPN
spir-13979	5	34	university	university	PROPN
spir-13979	5	35	of	of	ADP
spir-13979	5	36	copenhagen	copenhagen	PROPN
spir-13979	5	37	scholarly	scholarly	ADJ
spir-13979	5	38	attention	attention	NOUN
spir-13979	5	39	is	be	AUX
spir-13979	5	40	increasingly	increasingly	ADV
spir-13979	5	41	paid	pay	VERB
spir-13979	5	42	to	to	ADP
spir-13979	5	43	the	the	DET
spir-13979	5	44	dynamic	dynamic	ADJ
spir-13979	5	45	and	and	CCONJ
spir-13979	5	46	embedded	embed	VERB
spir-13979	5	47	ways	way	NOUN
spir-13979	5	48	in	in	ADP
spir-13979	5	49	which	which	PRON
spir-13979	5	50	third	third	ADJ
spir-13979	5	51	party	party	NOUN
spir-13979	5	52	tracking	tracking	NOUN
spir-13979	5	53	has	have	AUX
spir-13979	5	54	become	become	VERB
spir-13979	5	55	widespread	widespread	ADJ
spir-13979	5	56	in	in	ADP
spir-13979	5	57	the	the	DET
spir-13979	5	58	mobile	mobile	ADJ
spir-13979	5	59	ecosystem	ecosystem	NOUN
spir-13979	5	60	.	.	PUNCT
spir-13979	6	1	much	much	ADJ
spir-13979	6	2	of	of	ADP
spir-13979	6	3	this	this	DET
spir-13979	6	4	research	research	NOUN
spir-13979	6	5	has	have	AUX
spir-13979	6	6	focused	focus	VERB
spir-13979	6	7	almost	almost	ADV
spir-13979	6	8	exclusively	exclusively	ADV
spir-13979	6	9	on	on	ADP
spir-13979	6	10	android	android	PROPN
spir-13979	6	11	and	and	CCONJ
spir-13979	6	12	google	google	PROPN
spir-13979	6	13	play	play	NOUN
spir-13979	6	14	applications	application	NOUN
spir-13979	6	15	and	and	CCONJ
spir-13979	6	16	their	their	PRON
spir-13979	6	17	respective	respective	ADJ
spir-13979	6	18	infrastructures	infrastructure	NOUN
spir-13979	6	19	of	of	ADP
spir-13979	6	20	data	datum	NOUN
spir-13979	6	21	capture	capture	NOUN
spir-13979	6	22	,	,	PUNCT
spir-13979	6	23	even	even	ADV
spir-13979	6	24	though	though	SCONJ
spir-13979	6	25	apple	apple	NOUN
spir-13979	6	26	and	and	CCONJ
spir-13979	6	27	their	their	PRON
spir-13979	6	28	app	app	NOUN
spir-13979	6	29	store	store	NOUN
spir-13979	6	30	have	have	VERB
spir-13979	6	31	a	a	DET
spir-13979	6	32	significant	significant	ADJ
spir-13979	6	33	market	market	NOUN
spir-13979	6	34	share	share	NOUN
spir-13979	6	35	,	,	PUNCT
spir-13979	6	36	with	with	ADP
spir-13979	6	37	nearly	nearly	ADV
spir-13979	6	38	30	30	NUM
spir-13979	6	39	percent	percent	NOUN
spir-13979	6	40	in	in	ADP
spir-13979	6	41	europe	europe	PROPN
spir-13979	6	42	and	and	CCONJ
spir-13979	6	43	54	54	NUM
spir-13979	6	44	percent	percent	NOUN
spir-13979	6	45	in	in	ADP
spir-13979	6	46	the	the	DET
spir-13979	6	47	us	us	PROPN
spir-13979	6	48	(	(	PUNCT
spir-13979	6	49	sellers	seller	NOUN
spir-13979	6	50	,	,	PUNCT
spir-13979	6	51	2024	2024	NUM
spir-13979	6	52	;	;	PUNCT
spir-13979	6	53	statista	statista	NOUN
spir-13979	6	54	,	,	PUNCT
spir-13979	6	55	2023	2023	NUM
spir-13979	6	56	)	)	PUNCT
spir-13979	6	57	.	.	PUNCT
spir-13979	7	1	one	one	NUM
spir-13979	7	2	of	of	ADP
spir-13979	7	3	the	the	DET
spir-13979	7	4	main	main	ADJ
spir-13979	7	5	reasons	reason	NOUN
spir-13979	7	6	for	for	ADP
spir-13979	7	7	this	this	DET
spir-13979	7	8	scholarly	scholarly	ADJ
spir-13979	7	9	imbalance	imbalance	NOUN
spir-13979	7	10	has	have	VERB
spir-13979	7	11	to	to	PART
spir-13979	7	12	do	do	VERB
spir-13979	7	13	with	with	ADP
spir-13979	7	14	key	key	ADJ
spir-13979	7	15	differences	difference	NOUN
spir-13979	7	16	between	between	ADP
spir-13979	7	17	these	these	DET
spir-13979	7	18	two	two	NUM
spir-13979	7	19	ecosystems	ecosystem	NOUN
spir-13979	7	20	,	,	PUNCT
spir-13979	7	21	namely	namely	ADV
spir-13979	7	22	that	that	SCONJ
spir-13979	7	23	google	google	PROPN
spir-13979	7	24	’s	’s	PART
spir-13979	7	25	is	be	AUX
spir-13979	7	26	open	open	ADJ
spir-13979	7	27	and	and	CCONJ
spir-13979	7	28	accessible	accessible	ADJ
spir-13979	7	29	while	while	SCONJ
spir-13979	7	30	apple	apple	NOUN
spir-13979	7	31	’s	’s	PART
spir-13979	7	32	is	be	AUX
spir-13979	7	33	closed	close	VERB
spir-13979	7	34	-	-	PUNCT
spir-13979	7	35	off	off	NOUN
spir-13979	7	36	and	and	CCONJ
spir-13979	7	37	encrypted	encrypt	VERB
spir-13979	7	38	,	,	PUNCT
spir-13979	7	39	making	make	VERB
spir-13979	7	40	it	it	PRON
spir-13979	7	41	challenging	challenge	VERB
spir-13979	7	42	,	,	PUNCT
spir-13979	7	43	if	if	SCONJ
spir-13979	7	44	not	not	PART
spir-13979	7	45	illegal	illegal	ADJ
spir-13979	7	46	to	to	PART
spir-13979	7	47	adequately	adequately	ADV
spir-13979	7	48	inspect	inspect	VERB
spir-13979	7	49	its	its	PRON
spir-13979	7	50	apps	app	NOUN
spir-13979	7	51	.	.	PUNCT
spir-13979	8	1	moreover	moreover	ADV
spir-13979	8	2	,	,	PUNCT
spir-13979	8	3	few	few	ADJ
spir-13979	8	4	open	open	ADJ
spir-13979	8	5	access	access	NOUN
spir-13979	8	6	tools	tool	NOUN
spir-13979	8	7	or	or	CCONJ
spir-13979	8	8	databases	database	NOUN
spir-13979	8	9	like	like	ADP
spir-13979	8	10	exodus	exodus	NOUN
spir-13979	8	11	privacy	privacy	NOUN
spir-13979	8	12	for	for	ADP
spir-13979	8	13	android	android	PROPN
spir-13979	8	14	apps	app	NOUN
spir-13979	8	15	,	,	PUNCT
spir-13979	8	16	are	be	AUX
spir-13979	8	17	available	available	ADJ
spir-13979	8	18	to	to	PART
spir-13979	8	19	make	make	VERB
spir-13979	8	20	it	it	PRON
spir-13979	8	21	easier	easy	ADJ
spir-13979	8	22	for	for	SCONJ
spir-13979	8	23	interested	interested	ADJ
spir-13979	8	24	interlocutors	interlocutor	NOUN
spir-13979	8	25	or	or	CCONJ
spir-13979	8	26	academics	academic	NOUN
spir-13979	8	27	to	to	PART
spir-13979	8	28	inspect	inspect	VERB
spir-13979	8	29	its	its	PRON
spir-13979	8	30	applications	application	NOUN
spir-13979	8	31	.	.	PUNCT
spir-13979	9	1	how	how	SCONJ
spir-13979	9	2	then	then	ADV
spir-13979	9	3	to	to	PART
spir-13979	9	4	ensure	ensure	VERB
spir-13979	9	5	any	any	DET
spir-13979	9	6	kind	kind	NOUN
spir-13979	9	7	of	of	ADP
spir-13979	9	8	regulatory	regulatory	ADJ
spir-13979	9	9	accountability	accountability	NOUN
spir-13979	9	10	if	if	SCONJ
spir-13979	9	11	apple	apple	NOUN
spir-13979	9	12	’s	’s	PART
spir-13979	9	13	infrastructure	infrastructure	NOUN
spir-13979	9	14	lacks	lack	VERB
spir-13979	9	15	observability	observability	NOUN
spir-13979	9	16	,	,	PUNCT
spir-13979	9	17	outside	outside	ADP
spir-13979	9	18	the	the	DET
spir-13979	9	19	promises	promise	NOUN
spir-13979	9	20	made	make	VERB
spir-13979	9	21	about	about	ADP
spir-13979	9	22	its	its	PRON
spir-13979	9	23	new	new	ADJ
spir-13979	9	24	privacy	privacy	NOUN
spir-13979	9	25	preserving	preserve	VERB
spir-13979	9	26	operating	operating	NOUN
spir-13979	9	27	system	system	NOUN
spir-13979	9	28	?	?	PUNCT
spir-13979	10	1	we	we	PRON
spir-13979	10	2	see	see	VERB
spir-13979	10	3	an	an	DET
spir-13979	10	4	active	active	ADJ
spir-13979	10	5	need	need	NOUN
spir-13979	10	6	to	to	PART
spir-13979	10	7	better	well	ADV
spir-13979	10	8	account	account	VERB
spir-13979	10	9	for	for	ADP
spir-13979	10	10	the	the	DET
spir-13979	10	11	ways	way	NOUN
spir-13979	10	12	in	in	ADP
spir-13979	10	13	which	which	PRON
spir-13979	10	14	this	this	DET
spir-13979	10	15	ecosystem	ecosystem	NOUN
spir-13979	10	16	accesses	access	VERB
spir-13979	10	17	,	,	PUNCT
spir-13979	10	18	shares	share	NOUN
spir-13979	10	19	and	and	CCONJ
spir-13979	10	20	uses	use	VERB
spir-13979	10	21	end	end	NOUN
spir-13979	10	22	-	-	PUNCT
spir-13979	10	23	user	user	NOUN
spir-13979	10	24	information	information	NOUN
spir-13979	10	25	,	,	PUNCT
spir-13979	10	26	increasing	increase	VERB
spir-13979	10	27	capacity	capacity	NOUN
spir-13979	10	28	for	for	ADP
spir-13979	10	29	greater	great	ADJ
spir-13979	10	30	external	external	ADJ
spir-13979	10	31	oversight	oversight	NOUN
spir-13979	10	32	to	to	PART
spir-13979	10	33	ensure	ensure	VERB
spir-13979	10	34	compliance	compliance	NOUN
spir-13979	10	35	with	with	ADP
spir-13979	10	36	data	datum	NOUN
spir-13979	10	37	protection	protection	NOUN
spir-13979	10	38	legislation	legislation	NOUN
spir-13979	10	39	.	.	PUNCT
spir-13979	11	1	as	as	SCONJ
spir-13979	11	2	such	such	ADJ
spir-13979	11	3	,	,	PUNCT
spir-13979	11	4	platform	platform	NOUN
spir-13979	11	5	governance	governance	NOUN
spir-13979	11	6	debates	debate	NOUN
spir-13979	11	7	,	,	PUNCT
spir-13979	11	8	particularly	particularly	ADV
spir-13979	11	9	those	those	PRON
spir-13979	11	10	that	that	PRON
spir-13979	11	11	extend	extend	VERB
spir-13979	11	12	to	to	ADP
spir-13979	11	13	the	the	DET
spir-13979	11	14	infrastructures	infrastructure	NOUN
spir-13979	11	15	of	of	ADP
spir-13979	11	16	data	datum	NOUN
spir-13979	11	17	capture	capture	NOUN
spir-13979	11	18	within	within	ADP
spir-13979	11	19	our	our	PRON
spir-13979	11	20	applications	application	NOUN
spir-13979	11	21	should	should	AUX
spir-13979	11	22	not	not	PART
spir-13979	11	23	only	only	ADV
spir-13979	11	24	apply	apply	VERB
spir-13979	11	25	to	to	ADP
spir-13979	11	26	google	google	PROPN
spir-13979	11	27	.	.	PUNCT
spir-13979	12	1	our	our	PRON
spir-13979	12	2	paper	paper	NOUN
spir-13979	12	3	therefore	therefore	ADV
spir-13979	12	4	seeks	seek	VERB
spir-13979	12	5	to	to	PART
spir-13979	12	6	address	address	VERB
spir-13979	12	7	this	this	DET
spir-13979	12	8	gap	gap	NOUN
spir-13979	12	9	through	through	ADP
spir-13979	12	10	a	a	DET
spir-13979	12	11	methodological	methodological	ADJ
spir-13979	12	12	exploration	exploration	NOUN
spir-13979	12	13	that	that	PRON
spir-13979	12	14	uses	use	VERB
spir-13979	12	15	2	2	NUM
spir-13979	12	16	chatgpt-4	chatgpt-4	NOUN
spir-13979	12	17	’s	’s	NOUN
spir-13979	12	18	to	to	PART
spir-13979	12	19	decompile	decompile	VERB
spir-13979	12	20	and	and	CCONJ
spir-13979	12	21	open	open	VERB
spir-13979	12	22	-	-	PUNCT
spir-13979	12	23	up	up	ADP
spir-13979	12	24	the	the	DET
spir-13979	12	25	ipa	ipa	PROPN
spir-13979	12	26	files	file	NOUN
spir-13979	12	27	of	of	ADP
spir-13979	12	28	+1000	+1000	NUM
spir-13979	12	29	apps	app	NOUN
spir-13979	12	30	.	.	PUNCT
spir-13979	13	1	on	on	ADP
spir-13979	13	2	this	this	DET
spir-13979	13	3	basis	basis	NOUN
spir-13979	13	4	,	,	PUNCT
spir-13979	13	5	we	we	PRON
spir-13979	13	6	assess	assess	VERB
spir-13979	13	7	its	its	PRON
spir-13979	13	8	usability	usability	NOUN
spir-13979	13	9	as	as	ADP
spir-13979	13	10	an	an	DET
spir-13979	13	11	adequate	adequate	ADJ
spir-13979	13	12	approach	approach	NOUN
spir-13979	13	13	to	to	PART
spir-13979	13	14	examine	examine	VERB
spir-13979	13	15	two	two	NUM
spir-13979	13	16	key	key	ADJ
spir-13979	13	17	mobile	mobile	ADJ
spir-13979	13	18	applications	application	NOUN
spir-13979	13	19	infrastructures	infrastructure	NOUN
spir-13979	13	20	:	:	PUNCT
spir-13979	13	21	i	i	X
spir-13979	13	22	)	)	PUNCT
spir-13979	13	23	the	the	DET
spir-13979	13	24	plist	plist	ADJ
spir-13979	13	25	file	file	NOUN
spir-13979	13	26	,	,	PUNCT
spir-13979	13	27	which	which	PRON
spir-13979	13	28	details	detail	VERB
spir-13979	13	29	how	how	SCONJ
spir-13979	13	30	end	end	NOUN
spir-13979	13	31	-	-	PUNCT
spir-13979	13	32	user	user	NOUN
spir-13979	13	33	data	datum	NOUN
spir-13979	13	34	is	be	AUX
spir-13979	13	35	accessed	access	VERB
spir-13979	13	36	and	and	CCONJ
spir-13979	13	37	used	use	VERB
spir-13979	13	38	by	by	ADP
spir-13979	13	39	the	the	DET
spir-13979	13	40	app	app	PROPN
spir-13979	13	41	and	and	CCONJ
spir-13979	13	42	ii	ii	PROPN
spir-13979	13	43	)	)	PUNCT
spir-13979	13	44	the	the	DET
spir-13979	13	45	software	software	NOUN
spir-13979	13	46	developments	development	NOUN
spir-13979	13	47	kits	kit	NOUN
spir-13979	13	48	(	(	PUNCT
spir-13979	13	49	sdks	sdks	NOUN
spir-13979	13	50	)	)	PUNCT
spir-13979	13	51	or	or	CCONJ
spir-13979	13	52	third	third	ADJ
spir-13979	13	53	-	-	PUNCT
spir-13979	13	54	party	party	NOUN
spir-13979	13	55	platforms	platform	NOUN
spir-13979	13	56	and	and	CCONJ
spir-13979	13	57	companies	company	NOUN
spir-13979	13	58	that	that	PRON
spir-13979	13	59	developers	developer	NOUN
spir-13979	13	60	use	use	VERB
spir-13979	13	61	to	to	AUX
spir-13979	13	62	both	both	CCONJ
spir-13979	13	63	build	build	VERB
spir-13979	13	64	and	and	CCONJ
spir-13979	13	65	develop	develop	VERB
spir-13979	13	66	apps	app	NOUN
spir-13979	13	67	.	.	PUNCT
spir-13979	14	1	within	within	ADP
spir-13979	14	2	app	app	PROPN
spir-13979	14	3	studies	study	NOUN
spir-13979	14	4	,	,	PUNCT
spir-13979	14	5	the	the	DET
spir-13979	14	6	infrastructure	infrastructure	NOUN
spir-13979	14	7	that	that	PRON
spir-13979	14	8	facilitates	facilitate	VERB
spir-13979	14	9	access	access	NOUN
spir-13979	14	10	to	to	ADP
spir-13979	14	11	end	end	NOUN
spir-13979	14	12	-	-	PUNCT
spir-13979	14	13	user	user	NOUN
spir-13979	14	14	data	datum	NOUN
spir-13979	14	15	stems	stem	VERB
spir-13979	14	16	from	from	ADP
spir-13979	14	17	the	the	DET
spir-13979	14	18	multi	multi	ADJ
spir-13979	14	19	-	-	ADJ
spir-13979	14	20	situated	situated	ADJ
spir-13979	14	21	(	(	PUNCT
spir-13979	14	22	dieter	dieter	NOUN
spir-13979	14	23	et	et	PROPN
spir-13979	14	24	al	al	PROPN
spir-13979	14	25	.	.	PROPN
spir-13979	14	26	,	,	PUNCT
spir-13979	14	27	2019	2019	NUM
spir-13979	14	28	)	)	PUNCT
spir-13979	14	29	and	and	CCONJ
spir-13979	14	30	dynamic	dynamic	ADJ
spir-13979	14	31	ways	way	NOUN
spir-13979	14	32	in	in	ADP
spir-13979	14	33	which	which	PRON
spir-13979	14	34	developers	developer	NOUN
spir-13979	14	35	embed	embed	VERB
spir-13979	14	36	software	software	NOUN
spir-13979	14	37	from	from	ADP
spir-13979	14	38	both	both	DET
spir-13979	14	39	platforms	platform	NOUN
spir-13979	14	40	and	and	CCONJ
spir-13979	14	41	third	third	ADJ
spir-13979	14	42	parties	party	NOUN
spir-13979	14	43	to	to	PART
spir-13979	14	44	build	build	VERB
spir-13979	14	45	and	and	CCONJ
spir-13979	14	46	monetize	monetize	VERB
spir-13979	14	47	their	their	PRON
spir-13979	14	48	applications	application	NOUN
spir-13979	14	49	(	(	PUNCT
spir-13979	14	50	blanke	blanke	ADJ
spir-13979	14	51	and	and	CCONJ
spir-13979	14	52	pybus	pybus	NOUN
spir-13979	14	53	,	,	PUNCT
spir-13979	14	54	2020	2020	NUM
spir-13979	14	55	)	)	PUNCT
spir-13979	14	56	.	.	PUNCT
spir-13979	15	1	one	one	NUM
spir-13979	15	2	of	of	ADP
spir-13979	15	3	the	the	DET
spir-13979	15	4	primary	primary	ADJ
spir-13979	15	5	ways	way	NOUN
spir-13979	15	6	in	in	ADP
spir-13979	15	7	which	which	PRON
spir-13979	15	8	these	these	DET
spir-13979	15	9	services	service	NOUN
spir-13979	15	10	are	be	AUX
spir-13979	15	11	integrated	integrate	VERB
spir-13979	15	12	is	be	AUX
spir-13979	15	13	through	through	ADP
spir-13979	15	14	sdks	sdks	NOUN
spir-13979	15	15	.	.	PUNCT
spir-13979	16	1	these	these	DET
spir-13979	16	2	third	third	ADJ
spir-13979	16	3	parties	party	NOUN
spir-13979	16	4	constitute	constitute	VERB
spir-13979	16	5	practical	practical	ADJ
spir-13979	16	6	technical	technical	ADJ
spir-13979	16	7	objects	object	NOUN
spir-13979	16	8	that	that	PRON
spir-13979	16	9	offer	offer	VERB
spir-13979	16	10	a	a	DET
spir-13979	16	11	range	range	NOUN
spir-13979	16	12	of	of	ADP
spir-13979	16	13	complex	complex	ADJ
spir-13979	16	14	services	service	NOUN
spir-13979	16	15	such	such	ADJ
spir-13979	16	16	as	as	ADP
spir-13979	16	17	ready	ready	ADJ
spir-13979	16	18	-	-	PUNCT
spir-13979	16	19	made	make	VERB
spir-13979	16	20	tools	tool	NOUN
spir-13979	16	21	,	,	PUNCT
spir-13979	16	22	code	code	NOUN
spir-13979	16	23	,	,	PUNCT
spir-13979	16	24	libraries	library	NOUN
spir-13979	16	25	,	,	PUNCT
spir-13979	16	26	and	and	CCONJ
spir-13979	16	27	tutorials	tutorial	NOUN
spir-13979	16	28	from	from	ADP
spir-13979	16	29	either	either	DET
spir-13979	16	30	platforms	platform	NOUN
spir-13979	16	31	and/or	and/or	CCONJ
spir-13979	16	32	third	third	ADJ
spir-13979	16	33	parties	party	NOUN
spir-13979	16	34	.	.	PUNCT
spir-13979	17	1	in	in	ADP
spir-13979	17	2	addition	addition	NOUN
spir-13979	17	3	,	,	PUNCT
spir-13979	17	4	sdks	sdks	NOUN
spir-13979	17	5	provide	provide	VERB
spir-13979	17	6	and	and	CCONJ
spir-13979	17	7	encase	encase	VERB
spir-13979	17	8	apis	apis	PROPN
spir-13979	17	9	so	so	SCONJ
spir-13979	17	10	that	that	SCONJ
spir-13979	17	11	their	their	PRON
spir-13979	17	12	services	service	NOUN
spir-13979	17	13	can	can	AUX
spir-13979	17	14	be	be	AUX
spir-13979	17	15	easily	easily	ADV
spir-13979	17	16	accessed	access	VERB
spir-13979	17	17	and	and	CCONJ
spir-13979	17	18	integrated	integrate	VERB
spir-13979	17	19	into	into	ADP
spir-13979	17	20	apps	app	NOUN
spir-13979	17	21	(	(	PUNCT
spir-13979	17	22	gontovinkas	gontovinkas	PROPN
spir-13979	17	23	,	,	PUNCT
spir-13979	17	24	2020	2020	NUM
spir-13979	17	25	)	)	PUNCT
spir-13979	17	26	.	.	PUNCT
spir-13979	18	1	for	for	ADP
spir-13979	18	2	this	this	DET
spir-13979	18	3	reason	reason	NOUN
spir-13979	18	4	,	,	PUNCT
spir-13979	18	5	they	they	PRON
spir-13979	18	6	take	take	VERB
spir-13979	18	7	on	on	ADP
spir-13979	18	8	a	a	DET
spir-13979	18	9	modular	modular	ADJ
spir-13979	18	10	quality	quality	NOUN
spir-13979	18	11	,	,	PUNCT
spir-13979	18	12	wherein	wherein	SCONJ
spir-13979	18	13	developers	developer	NOUN
spir-13979	18	14	are	be	AUX
spir-13979	18	15	free	free	ADJ
spir-13979	18	16	to	to	PART
spir-13979	18	17	pick	pick	VERB
spir-13979	18	18	and	and	CCONJ
spir-13979	18	19	choose	choose	VERB
spir-13979	18	20	what	what	PRON
spir-13979	18	21	they	they	PRON
spir-13979	18	22	want	want	VERB
spir-13979	18	23	to	to	PART
spir-13979	18	24	use	use	VERB
spir-13979	18	25	(	(	PUNCT
spir-13979	18	26	pybus	pybus	NOUN
spir-13979	18	27	and	and	CCONJ
spir-13979	18	28	coté	coté	ADJ
spir-13979	18	29	,	,	PUNCT
spir-13979	18	30	2024	2024	NUM
spir-13979	18	31	)	)	PUNCT
spir-13979	18	32	.	.	PUNCT
spir-13979	19	1	however	however	ADV
spir-13979	19	2	,	,	PUNCT
spir-13979	19	3	given	give	VERB
spir-13979	19	4	that	that	SCONJ
spir-13979	19	5	these	these	DET
spir-13979	19	6	infrastructures	infrastructure	NOUN
spir-13979	19	7	belong	belong	VERB
spir-13979	19	8	almost	almost	ADV
spir-13979	19	9	uniquely	uniquely	ADV
spir-13979	19	10	to	to	ADP
spir-13979	19	11	platforms	platform	NOUN
spir-13979	19	12	,	,	PUNCT
spir-13979	19	13	their	their	PRON
spir-13979	19	14	opaque	opaque	ADJ
spir-13979	19	15	encased	encased	ADJ
spir-13979	19	16	architectures	architecture	NOUN
spir-13979	19	17	raise	raise	VERB
spir-13979	19	18	a	a	DET
spir-13979	19	19	number	number	NOUN
spir-13979	19	20	of	of	ADP
spir-13979	19	21	privacy	privacy	NOUN
spir-13979	19	22	and	and	CCONJ
spir-13979	19	23	accountability	accountability	NOUN
spir-13979	19	24	questions	question	NOUN
spir-13979	19	25	,	,	PUNCT
spir-13979	19	26	especially	especially	ADV
spir-13979	19	27	regarding	regard	VERB
spir-13979	19	28	what	what	PRON
spir-13979	19	29	data	datum	NOUN
spir-13979	19	30	gets	get	AUX
spir-13979	19	31	accessed	access	VERB
spir-13979	19	32	and	and	CCONJ
spir-13979	19	33	shared	share	VERB
spir-13979	19	34	,	,	PUNCT
spir-13979	19	35	and	and	CCONJ
spir-13979	19	36	with	with	ADP
spir-13979	19	37	whom	whom	PRON
spir-13979	19	38	.	.	PUNCT
spir-13979	20	1	scholarship	scholarship	NOUN
spir-13979	20	2	on	on	ADP
spir-13979	20	3	the	the	DET
spir-13979	20	4	relationship	relationship	NOUN
spir-13979	20	5	between	between	ADP
spir-13979	20	6	apps	app	NOUN
spir-13979	20	7	and	and	CCONJ
spir-13979	20	8	third	third	ADJ
spir-13979	20	9	parties	party	NOUN
spir-13979	20	10	tend	tend	VERB
spir-13979	20	11	to	to	PART
spir-13979	20	12	position	position	VERB
spir-13979	20	13	the	the	DET
spir-13979	20	14	third	third	ADJ
spir-13979	20	15	parties	party	NOUN
spir-13979	20	16	as	as	ADP
spir-13979	20	17	fundamental	fundamental	ADJ
spir-13979	20	18	agents	agent	NOUN
spir-13979	20	19	of	of	ADP
spir-13979	20	20	surveillance	surveillance	NOUN
spir-13979	20	21	(	(	PUNCT
spir-13979	20	22	zuboff	zuboff	NOUN
spir-13979	20	23	,	,	PUNCT
spir-13979	20	24	2019	2019	NUM
spir-13979	20	25	)	)	PUNCT
spir-13979	20	26	,	,	PUNCT
spir-13979	20	27	data	datum	NOUN
spir-13979	20	28	(	(	PUNCT
spir-13979	20	29	west	west	NOUN
spir-13979	20	30	,	,	PUNCT
spir-13979	20	31	2019	2019	NUM
spir-13979	20	32	)	)	PUNCT
spir-13979	20	33	,	,	PUNCT
spir-13979	20	34	or	or	CCONJ
spir-13979	20	35	platform	platform	NOUN
spir-13979	20	36	(	(	PUNCT
spir-13979	20	37	srnicek	srnicek	NOUN
spir-13979	20	38	,	,	PUNCT
spir-13979	20	39	2017	2017	NUM
spir-13979	20	40	)	)	PUNCT
spir-13979	20	41	capitalism	capitalism	NOUN
spir-13979	20	42	,	,	PUNCT
spir-13979	20	43	playing	play	VERB
spir-13979	20	44	a	a	DET
spir-13979	20	45	pivotal	pivotal	ADJ
spir-13979	20	46	role	role	NOUN
spir-13979	20	47	in	in	ADP
spir-13979	20	48	the	the	DET
spir-13979	20	49	monetization	monetization	NOUN
spir-13979	20	50	of	of	ADP
spir-13979	20	51	enduser	enduser	NOUN
spir-13979	20	52	data	datum	NOUN
spir-13979	20	53	.	.	PUNCT
spir-13979	21	1	datafication	datafication	NOUN
spir-13979	21	2	scholarship	scholarship	NOUN
spir-13979	21	3	works	work	VERB
spir-13979	21	4	alongside	alongside	ADP
spir-13979	21	5	these	these	DET
spir-13979	21	6	insights	insight	NOUN
spir-13979	21	7	and	and	CCONJ
spir-13979	21	8	draws	draw	VERB
spir-13979	21	9	attention	attention	NOUN
spir-13979	21	10	to	to	ADP
spir-13979	21	11	the	the	DET
spir-13979	21	12	infrastructural	infrastructural	ADJ
spir-13979	21	13	agents	agent	NOUN
spir-13979	21	14	that	that	PRON
spir-13979	21	15	facilitate	facilitate	VERB
spir-13979	21	16	complex	complex	ADJ
spir-13979	21	17	end	end	NOUN
spir-13979	21	18	-	-	PUNCT
spir-13979	21	19	user	user	NOUN
spir-13979	21	20	data	data	NOUN
spir-13979	21	21	extraction	extraction	NOUN
spir-13979	21	22	for	for	ADP
spir-13979	21	23	new	new	ADJ
spir-13979	21	24	kinds	kind	NOUN
spir-13979	21	25	of	of	ADP
spir-13979	21	26	value	value	NOUN
spir-13979	21	27	from	from	ADP
spir-13979	21	28	a	a	DET
spir-13979	21	29	range	range	NOUN
spir-13979	21	30	of	of	ADP
spir-13979	21	31	different	different	ADJ
spir-13979	21	32	actors	actor	NOUN
spir-13979	21	33	(	(	PUNCT
spir-13979	21	34	flensburg	flensburg	NOUN
spir-13979	21	35	and	and	CCONJ
spir-13979	21	36	lomborg	lomborg	NOUN
spir-13979	21	37	,	,	PUNCT
spir-13979	21	38	2023	2023	NUM
spir-13979	21	39	;	;	PUNCT
spir-13979	21	40	blanke	blanke	ADJ
spir-13979	21	41	and	and	CCONJ
spir-13979	21	42	pybus	pybus	NOUN
spir-13979	21	43	,	,	PUNCT
spir-13979	21	44	2020	2020	NUM
spir-13979	21	45	;	;	PUNCT
spir-13979	21	46	flensburg	flensburg	PROPN
spir-13979	21	47	and	and	CCONJ
spir-13979	21	48	lai	lai	PROPN
spir-13979	21	49	,	,	PUNCT
spir-13979	21	50	2022	2022	NUM
spir-13979	21	51	)	)	PUNCT
spir-13979	21	52	.	.	PUNCT
spir-13979	22	1	in	in	ADP
spir-13979	22	2	this	this	DET
spir-13979	22	3	way	way	NOUN
spir-13979	22	4	,	,	PUNCT
spir-13979	22	5	it	it	PRON
spir-13979	22	6	draws	draw	VERB
spir-13979	22	7	our	our	PRON
spir-13979	22	8	attention	attention	NOUN
spir-13979	22	9	to	to	ADP
spir-13979	22	10	the	the	DET
spir-13979	22	11	non	non	ADJ
spir-13979	22	12	-	-	ADJ
spir-13979	22	13	rivalrous	rivalrous	ADJ
spir-13979	22	14	quality	quality	NOUN
spir-13979	22	15	of	of	ADP
spir-13979	22	16	data	datum	NOUN
spir-13979	22	17	,	,	PUNCT
spir-13979	22	18	which	which	PRON
spir-13979	22	19	enables	enable	VERB
spir-13979	22	20	its	its	PRON
spir-13979	22	21	continuous	continuous	ADJ
spir-13979	22	22	(	(	PUNCT
spir-13979	22	23	un)coupling	un)coupling	NOUN
spir-13979	22	24	,	,	PUNCT
spir-13979	22	25	(	(	PUNCT
spir-13979	22	26	re)use	re)use	NOUN
spir-13979	22	27	,	,	PUNCT
spir-13979	22	28	and	and	CCONJ
spir-13979	22	29	seamless	seamless	ADJ
spir-13979	22	30	integration	integration	NOUN
spir-13979	22	31	into	into	ADP
spir-13979	22	32	a	a	DET
spir-13979	22	33	constellation	constellation	NOUN
spir-13979	22	34	of	of	ADP
spir-13979	22	35	different	different	ADJ
spir-13979	22	36	arrangements	arrangement	NOUN
spir-13979	22	37	to	to	PART
spir-13979	22	38	maximise	maximise	VERB
spir-13979	22	39	its	its	PRON
spir-13979	22	40	value	value	NOUN
spir-13979	22	41	and	and	CCONJ
spir-13979	22	42	exchange	exchange	NOUN
spir-13979	22	43	.	.	PUNCT
spir-13979	23	1	we	we	PRON
spir-13979	23	2	therefore	therefore	ADV
spir-13979	23	3	see	see	VERB
spir-13979	23	4	the	the	DET
spir-13979	23	5	infrastructures	infrastructure	NOUN
spir-13979	23	6	of	of	ADP
spir-13979	23	7	apps	app	NOUN
spir-13979	23	8	,	,	PUNCT
spir-13979	23	9	both	both	CCONJ
spir-13979	23	10	the	the	DET
spir-13979	23	11	sdks	sdks	NOUN
spir-13979	23	12	and	and	CCONJ
spir-13979	23	13	the	the	DET
spir-13979	23	14	data	datum	NOUN
spir-13979	23	15	governance	governance	NOUN
spir-13979	23	16	policies	policy	NOUN
spir-13979	23	17	manifest	manifest	VERB
spir-13979	23	18	files	file	NOUN
spir-13979	23	19	in	in	ADP
spir-13979	23	20	android	android	PROPN
spir-13979	23	21	or	or	CCONJ
spir-13979	23	22	plist	plist	ADJ
spir-13979	23	23	files	file	NOUN
spir-13979	23	24	in	in	ADP
spir-13979	23	25	apple	apple	NOUN
spir-13979	23	26	as	as	ADP
spir-13979	23	27	fundamental	fundamental	ADJ
spir-13979	23	28	objects	object	NOUN
spir-13979	23	29	of	of	ADP
spir-13979	23	30	study	study	NOUN
spir-13979	23	31	,	,	PUNCT
spir-13979	23	32	given	give	VERB
spir-13979	23	33	the	the	DET
spir-13979	23	34	way	way	NOUN
spir-13979	23	35	they	they	PRON
spir-13979	23	36	amplify	amplify	VERB
spir-13979	23	37	datafication	datafication	NOUN
spir-13979	23	38	,	,	PUNCT
spir-13979	23	39	serving	serve	VERB
spir-13979	23	40	to	to	PART
spir-13979	23	41	(	(	PUNCT
spir-13979	23	42	re)produce	re)produce	VERB
spir-13979	23	43	a	a	DET
spir-13979	23	44	data	data	NOUN
spir-13979	23	45	-	-	PUNCT
spir-13979	23	46	for	for	ADP
spir-13979	23	47	-	-	PUNCT
spir-13979	23	48	service	service	NOUN
spir-13979	23	49	logic	logic	NOUN
spir-13979	23	50	that	that	PRON
spir-13979	23	51	underscores	underscore	VERB
spir-13979	23	52	the	the	DET
spir-13979	23	53	app	app	NOUN
spir-13979	23	54	economy	economy	NOUN
spir-13979	23	55	.	.	PUNCT
spir-13979	24	1	to	to	PART
spir-13979	24	2	examine	examine	VERB
spir-13979	24	3	apple	apple	NOUN
spir-13979	24	4	’s	’s	PART
spir-13979	24	5	ecosystem	ecosystem	NOUN
spir-13979	24	6	,	,	PUNCT
spir-13979	24	7	we	we	PRON
spir-13979	24	8	have	have	AUX
spir-13979	24	9	first	first	ADV
spir-13979	24	10	drawn	draw	VERB
spir-13979	24	11	on	on	ADP
spir-13979	24	12	the	the	DET
spir-13979	24	13	open	open	ADJ
spir-13979	24	14	-	-	PUNCT
spir-13979	24	15	source	source	NOUN
spir-13979	24	16	tools	tool	NOUN
spir-13979	24	17	developed	develop	VERB
spir-13979	24	18	by	by	ADP
spir-13979	24	19	kollnig	kollnig	NOUN
spir-13979	24	20	and	and	CCONJ
spir-13979	24	21	his	his	PRON
spir-13979	24	22	team	team	NOUN
spir-13979	24	23	(	(	PUNCT
spir-13979	24	24	2021	2021	NUM
spir-13979	24	25	)	)	PUNCT
spir-13979	24	26	to	to	PART
spir-13979	24	27	access	access	VERB
spir-13979	24	28	ipa	ipa	PROPN
spir-13979	24	29	files	file	NOUN
spir-13979	24	30	and	and	CCONJ
spir-13979	24	31	then	then	ADV
spir-13979	24	32	to	to	PART
spir-13979	24	33	overcome	overcome	VERB
spir-13979	24	34	the	the	DET
spir-13979	24	35	challenge	challenge	NOUN
spir-13979	24	36	of	of	ADP
spir-13979	24	37	opening	opening	NOUN
spir-13979	24	38	and	and	CCONJ
spir-13979	24	39	inspecting	inspecting	NOUN
spir-13979	24	40	,	,	PUNCT
spir-13979	24	41	we	we	PRON
spir-13979	24	42	have	have	AUX
spir-13979	24	43	explored	explore	VERB
spir-13979	24	44	the	the	DET
spir-13979	24	45	role	role	NOUN
spir-13979	24	46	that	that	PRON
spir-13979	24	47	a	a	DET
spir-13979	24	48	large	large	ADJ
spir-13979	24	49	language	language	NOUN
spir-13979	24	50	model	model	NOUN
spir-13979	24	51	(	(	PUNCT
spir-13979	24	52	llm	llm	NOUN
spir-13979	24	53	)	)	PUNCT
spir-13979	24	54	can	can	AUX
spir-13979	24	55	play	play	VERB
spir-13979	24	56	in	in	ADP
spir-13979	24	57	enabling	enable	VERB
spir-13979	24	58	this	this	DET
spir-13979	24	59	process	process	NOUN
spir-13979	24	60	?	?	PUNCT
spir-13979	25	1	we	we	PRON
spir-13979	25	2	have	have	AUX
spir-13979	25	3	opted	opt	VERB
spir-13979	25	4	to	to	PART
spir-13979	25	5	use	use	VERB
spir-13979	25	6	chat	chat	NOUN
spir-13979	25	7	gpt-4	gpt-4	NOUN
spir-13979	25	8	because	because	SCONJ
spir-13979	25	9	of	of	ADP
spir-13979	25	10	how	how	SCONJ
spir-13979	25	11	it	it	PRON
spir-13979	25	12	has	have	AUX
spir-13979	25	13	been	be	AUX
spir-13979	25	14	designed	design	VERB
spir-13979	25	15	to	to	PART
spir-13979	25	16	assist	assist	VERB
spir-13979	25	17	humans	human	NOUN
spir-13979	25	18	in	in	ADP
spir-13979	25	19	both	both	CCONJ
spir-13979	25	20	interacting	interact	VERB
spir-13979	25	21	and	and	CCONJ
spir-13979	25	22	understanding	understand	VERB
spir-13979	25	23	code	code	NOUN
spir-13979	25	24	.	.	PUNCT
spir-13979	26	1	it	it	PRON
spir-13979	26	2	has	have	AUX
spir-13979	26	3	therefore	therefore	ADV
spir-13979	26	4	been	be	AUX
spir-13979	26	5	programmed	program	VERB
spir-13979	26	6	to	to	ADP
spir-13979	26	7	both	both	DET
spir-13979	26	8	simplify	simplify	VERB
spir-13979	26	9	complexity	complexity	NOUN
spir-13979	26	10	and	and	CCONJ
spir-13979	26	11	be	be	AUX
spir-13979	26	12	able	able	ADJ
spir-13979	26	13	to	to	PART
spir-13979	26	14	provide	provide	VERB
spir-13979	26	15	documentation	documentation	NOUN
spir-13979	26	16	and	and	CCONJ
spir-13979	26	17	commentary	commentary	NOUN
spir-13979	26	18	on	on	ADP
spir-13979	26	19	existing	exist	VERB
spir-13979	26	20	codebases	codebase	NOUN
spir-13979	26	21	.	.	PUNCT
spir-13979	27	1	we	we	PRON
spir-13979	27	2	therefore	therefore	ADV
spir-13979	27	3	ask	ask	VERB
spir-13979	27	4	:	:	PUNCT
spir-13979	27	5	can	can	AUX
spir-13979	27	6	chat	chat	VERB
spir-13979	27	7	-	-	PUNCT
spir-13979	27	8	gpt	gpt	NOUN
spir-13979	27	9	assist	assist	NOUN
spir-13979	27	10	scholars	scholar	NOUN
spir-13979	27	11	interested	interested	ADJ
spir-13979	27	12	in	in	ADP
spir-13979	27	13	apple	apple	NOUN
spir-13979	27	14	’s	’s	PART
spir-13979	27	15	mobile	mobile	PROPN
spir-13979	27	16	ecosystem	ecosystem	NOUN
spir-13979	27	17	through	through	ADP
spir-13979	27	18	the	the	DET
spir-13979	27	19	auditing	auditing	NOUN
spir-13979	27	20	of	of	ADP
spir-13979	27	21	ipa	ipa	PROPN
spir-13979	27	22	files	file	NOUN
spir-13979	27	23	?	?	PUNCT
spir-13979	28	1	to	to	PART
spir-13979	28	2	answer	answer	VERB
spir-13979	28	3	this	this	DET
spir-13979	28	4	question	question	NOUN
spir-13979	28	5	,	,	PUNCT
spir-13979	28	6	we	we	PRON
spir-13979	28	7	compare	compare	VERB
spir-13979	28	8	findings	finding	NOUN
spir-13979	28	9	from	from	ADP
spir-13979	28	10	the	the	DET
spir-13979	28	11	automated	automate	VERB
spir-13979	28	12	analysis	analysis	NOUN
spir-13979	28	13	with	with	ADP
spir-13979	28	14	manually	manually	ADV
spir-13979	28	15	crafted	craft	VERB
spir-13979	28	16	dataset	dataset	NOUN
spir-13979	28	17	of	of	ADP
spir-13979	28	18	sdks	sdks	NOUN
spir-13979	28	19	derived	derive	VERB
spir-13979	28	20	from	from	ADP
spir-13979	28	21	an	an	DET
spir-13979	28	22	erc	erc	PROPN
spir-13979	28	23	-	-	PUNCT
spir-13979	28	24	funded	fund	VERB
spir-13979	28	25	project	project	NOUN
spir-13979	28	26	,	,	PUNCT
spir-13979	28	27	in	in	ADP
spir-13979	28	28	which	which	PRON
spir-13979	28	29	we	we	PRON
spir-13979	28	30	have	have	AUX
spir-13979	28	31	mapped	map	VERB
spir-13979	28	32	infrastructures	infrastructure	NOUN
spir-13979	28	33	of	of	ADP
spir-13979	28	34	tracking	tracking	NOUN
spir-13979	28	35	and	and	CCONJ
spir-13979	28	36	mobile	mobile	ADJ
spir-13979	28	37	datafication	datafication	NOUN
spir-13979	28	38	across	across	ADP
spir-13979	28	39	android	android	PROPN
spir-13979	28	40	and	and	CCONJ
spir-13979	28	41	ios	ios	PROPN
spir-13979	28	42	platforms	platform	NOUN
spir-13979	28	43	to	to	PART
spir-13979	28	44	gauge	gauge	VERB
spir-13979	28	45	the	the	DET
spir-13979	28	46	infrastructural	infrastructural	ADJ
spir-13979	28	47	dependence	dependence	NOUN
spir-13979	28	48	on	on	ADP
spir-13979	28	49	tech	tech	NOUN
spir-13979	28	50	companies	company	NOUN
spir-13979	28	51	as	as	ADP
spir-13979	28	52	peoples	people	NOUN
spir-13979	28	53	’	'	PUNCT
spir-13979	28	54	3	3	NUM
spir-13979	28	55	ordinary	ordinary	ADJ
spir-13979	28	56	lives	life	NOUN
spir-13979	28	57	are	be	AUX
spir-13979	28	58	increasingly	increasingly	ADV
spir-13979	28	59	orchestrated	orchestrate	VERB
spir-13979	28	60	with	with	ADP
spir-13979	28	61	the	the	DET
spir-13979	28	62	phone	phone	NOUN
spir-13979	28	63	(	(	PUNCT
spir-13979	28	64	anonymized	anonymize	VERB
spir-13979	28	65	for	for	ADP
spir-13979	28	66	review	review	NOUN
spir-13979	28	67	)	)	PUNCT
spir-13979	28	68	.	.	PUNCT
spir-13979	29	1	as	as	ADP
spir-13979	29	2	part	part	NOUN
spir-13979	29	3	of	of	ADP
spir-13979	29	4	the	the	DET
spir-13979	29	5	project	project	NOUN
spir-13979	29	6	,	,	PUNCT
spir-13979	29	7	we	we	PRON
spir-13979	29	8	have	have	AUX
spir-13979	29	9	collected	collect	VERB
spir-13979	29	10	a	a	DET
spir-13979	29	11	dataset	dataset	NOUN
spir-13979	29	12	of	of	ADP
spir-13979	29	13	1000	1000	NUM
spir-13979	29	14	+	+	NUM
spir-13979	29	15	apps	app	NOUN
spir-13979	29	16	,	,	PUNCT
spir-13979	29	17	and	and	CCONJ
spir-13979	29	18	inspected	inspect	VERB
spir-13979	29	19	these	these	PRON
spir-13979	29	20	for	for	ADP
spir-13979	29	21	embedded	embed	VERB
spir-13979	29	22	permissions	permission	NOUN
spir-13979	29	23	for	for	ADP
spir-13979	29	24	accessing	access	VERB
spir-13979	29	25	data	datum	NOUN
spir-13979	29	26	via	via	ADP
spir-13979	29	27	the	the	DET
spir-13979	29	28	app	app	NOUN
spir-13979	29	29	as	as	ADV
spir-13979	29	30	well	well	ADV
spir-13979	29	31	as	as	ADP
spir-13979	29	32	identified	identify	VERB
spir-13979	29	33	the	the	DET
spir-13979	29	34	sdks	sdks	NOUN
spir-13979	29	35	of	of	ADP
spir-13979	29	36	each	each	DET
spir-13979	29	37	app	app	NOUN
spir-13979	29	38	.	.	PUNCT
spir-13979	30	1	the	the	DET
spir-13979	30	2	outcomes	outcome	NOUN
spir-13979	30	3	of	of	ADP
spir-13979	30	4	the	the	DET
spir-13979	30	5	explorative	explorative	ADJ
spir-13979	30	6	study	study	NOUN
spir-13979	30	7	include	include	VERB
spir-13979	30	8	1	1	NUM
spir-13979	30	9	)	)	PUNCT
spir-13979	30	10	an	an	DET
spir-13979	30	11	evaluation	evaluation	NOUN
spir-13979	30	12	of	of	ADP
spir-13979	30	13	chat	chat	NOUN
spir-13979	30	14	-	-	PUNCT
spir-13979	30	15	gpt4	gpt4	NOUN
spir-13979	30	16	as	as	ADP
spir-13979	30	17	an	an	DET
spir-13979	30	18	assistant	assistant	NOUN
spir-13979	30	19	for	for	ADP
spir-13979	30	20	reading	read	VERB
spir-13979	30	21	code	code	NOUN
spir-13979	30	22	at	at	ADP
spir-13979	30	23	scale	scale	NOUN
spir-13979	30	24	as	as	ADV
spir-13979	30	25	well	well	ADV
spir-13979	30	26	as	as	ADP
spir-13979	30	27	its	its	PRON
spir-13979	30	28	potential	potential	NOUN
spir-13979	30	29	for	for	ADP
spir-13979	30	30	automating	automate	VERB
spir-13979	30	31	processes	process	NOUN
spir-13979	30	32	involved	involve	VERB
spir-13979	30	33	in	in	ADP
spir-13979	30	34	future	future	ADJ
spir-13979	30	35	app	app	NOUN
spir-13979	30	36	monitoring	monitoring	NOUN
spir-13979	30	37	and	and	CCONJ
spir-13979	30	38	regulation	regulation	NOUN
spir-13979	30	39	;	;	PUNCT
spir-13979	30	40	2	2	X
spir-13979	30	41	)	)	PUNCT
spir-13979	30	42	a	a	DET
spir-13979	30	43	deep	deep	ADJ
spir-13979	30	44	dive	dive	NOUN
spir-13979	30	45	into	into	ADP
spir-13979	30	46	the	the	DET
spir-13979	30	47	shortcomings	shortcoming	NOUN
spir-13979	30	48	of	of	ADP
spir-13979	30	49	chat	chat	NOUN
spir-13979	30	50	-	-	PUNCT
spir-13979	30	51	gpt4	gpt4	NOUN
spir-13979	30	52	when	when	SCONJ
spir-13979	30	53	it	it	PRON
spir-13979	30	54	comes	come	VERB
spir-13979	30	55	to	to	ADP
spir-13979	30	56	interventions	intervention	NOUN
spir-13979	30	57	into	into	ADP
spir-13979	30	58	the	the	DET
spir-13979	30	59	mobile	mobile	ADJ
spir-13979	30	60	ecosystems	ecosystem	NOUN
spir-13979	30	61	;	;	PUNCT
spir-13979	30	62	and	and	CCONJ
spir-13979	30	63	3	3	X
spir-13979	30	64	)	)	PUNCT
spir-13979	30	65	a	a	DET
spir-13979	30	66	discussion	discussion	NOUN
spir-13979	30	67	of	of	ADP
spir-13979	30	68	ethical	ethical	ADJ
spir-13979	30	69	issues	issue	NOUN
spir-13979	30	70	involved	involve	VERB
spir-13979	30	71	in	in	ADP
spir-13979	30	72	harnessing	harness	VERB
spir-13979	30	73	llm	llm	NOUN
spir-13979	30	74	for	for	ADP
spir-13979	30	75	forwarding	forward	VERB
spir-13979	30	76	a	a	DET
spir-13979	30	77	research	research	NOUN
spir-13979	30	78	agenda	agenda	NOUN
spir-13979	30	79	around	around	ADP
spir-13979	30	80	apple	apple	NOUN
spir-13979	30	81	’s	’s	PART
spir-13979	30	82	otherwise	otherwise	ADV
spir-13979	30	83	understudied	understudied	ADJ
spir-13979	30	84	ecosystem	ecosystem	NOUN
spir-13979	30	85	.	.	PUNCT
spir-13979	31	1	our	our	PRON
spir-13979	31	2	exploration	exploration	NOUN
spir-13979	31	3	aims	aim	VERB
spir-13979	31	4	to	to	PART
spir-13979	31	5	evaluate	evaluate	VERB
spir-13979	31	6	a	a	DET
spir-13979	31	7	methodological	methodological	ADJ
spir-13979	31	8	intervention	intervention	NOUN
spir-13979	31	9	that	that	PRON
spir-13979	31	10	could	could	AUX
spir-13979	31	11	bring	bring	VERB
spir-13979	31	12	more	more	ADJ
spir-13979	31	13	observability	observability	NOUN
spir-13979	31	14	into	into	ADP
spir-13979	31	15	an	an	DET
spir-13979	31	16	otherwise	otherwise	ADV
spir-13979	31	17	closed	close	VERB
spir-13979	31	18	-	-	PUNCT
spir-13979	31	19	ecosystem	ecosystem	NOUN
spir-13979	31	20	that	that	PRON
spir-13979	31	21	promises	promise	VERB
spir-13979	31	22	the	the	DET
spir-13979	31	23	preservation	preservation	NOUN
spir-13979	31	24	of	of	ADP
spir-13979	31	25	end	end	NOUN
spir-13979	31	26	-	-	PUNCT
spir-13979	31	27	user	user	NOUN
spir-13979	31	28	privacy	privacy	NOUN
spir-13979	31	29	,	,	PUNCT
spir-13979	31	30	without	without	ADP
spir-13979	31	31	any	any	DET
spir-13979	31	32	meaningful	meaningful	ADJ
spir-13979	31	33	external	external	ADJ
spir-13979	31	34	oversight	oversight	NOUN
spir-13979	31	35	.	.	PUNCT
spir-13979	32	1	references	reference	NOUN
spir-13979	32	2	blanke	blanke	PROPN
spir-13979	32	3	,	,	PUNCT
spir-13979	32	4	tobias	tobias	PROPN
spir-13979	32	5	,	,	PUNCT
spir-13979	32	6	and	and	CCONJ
spir-13979	32	7	jennifer	jennifer	PROPN
spir-13979	32	8	pybus	pybus	NOUN
spir-13979	32	9	.	.	PUNCT
spir-13979	33	1	‘	'	PUNCT
spir-13979	33	2	the	the	DET
spir-13979	33	3	material	material	ADJ
spir-13979	33	4	conditions	condition	NOUN
spir-13979	33	5	of	of	ADP
spir-13979	33	6	platforms	platform	NOUN
spir-13979	33	7	monopolisation	monopolisation	NOUN
spir-13979	33	8	through	through	ADP
spir-13979	33	9	decentralisation	decentralisation	NOUN
spir-13979	33	10	’	'	PUNCT
spir-13979	33	11	.	.	PUNCT
spir-13979	34	1	social	social	ADJ
spir-13979	34	2	media	medium	NOUN
spir-13979	34	3	+	+	CCONJ
spir-13979	34	4	society	society	NOUN
spir-13979	34	5	,	,	PUNCT
spir-13979	34	6	2020	2020	NUM
spir-13979	34	7	.	.	PUNCT
spir-13979	35	1	https://doi.org/10.1177/2056305120971632	https://doi.org/10.1177/2056305120971632	NOUN
spir-13979	35	2	.	.	PUNCT
spir-13979	36	1	dieter	dieter	PROPN
spir-13979	36	2	,	,	PUNCT
spir-13979	36	3	michael	michael	PROPN
spir-13979	36	4	,	,	PUNCT
spir-13979	36	5	carolin	carolin	PROPN
spir-13979	36	6	gerlitz	gerlitz	PROPN
spir-13979	36	7	,	,	PUNCT
spir-13979	36	8	anne	anne	PROPN
spir-13979	36	9	helmond	helmond	PROPN
spir-13979	36	10	,	,	PUNCT
spir-13979	36	11	nathaniel	nathaniel	PROPN
spir-13979	36	12	tkacz	tkacz	PROPN
spir-13979	36	13	,	,	PUNCT
spir-13979	36	14	fernando	fernando	PROPN
spir-13979	36	15	n.	n.	PROPN
spir-13979	36	16	van	van	PROPN
spir-13979	36	17	der	der	PROPN
spir-13979	36	18	vlist	vlist	NOUN
spir-13979	36	19	,	,	PUNCT
spir-13979	36	20	and	and	CCONJ
spir-13979	36	21	esther	esther	NOUN
spir-13979	36	22	weltevrede	weltevrede	NOUN
spir-13979	36	23	.	.	PUNCT
spir-13979	37	1	‘	'	PUNCT
spir-13979	37	2	multi	multi	ADJ
spir-13979	37	3	-	-	ADJ
spir-13979	37	4	situated	situated	ADJ
spir-13979	37	5	app	app	NOUN
spir-13979	37	6	studies	study	NOUN
spir-13979	37	7	:	:	PUNCT
spir-13979	37	8	methods	method	NOUN
spir-13979	37	9	and	and	CCONJ
spir-13979	37	10	propositions	proposition	NOUN
spir-13979	37	11	’	'	PUNCT
spir-13979	37	12	.	.	PUNCT
spir-13979	38	1	social	social	ADJ
spir-13979	38	2	media	medium	NOUN
spir-13979	38	3	+	+	CCONJ
spir-13979	38	4	society	society	NOUN
spir-13979	38	5	5	5	NUM
spir-13979	38	6	,	,	PUNCT
spir-13979	38	7	no	no	INTJ
spir-13979	38	8	.	.	NOUN
spir-13979	38	9	2	2	NUM
spir-13979	38	10	(	(	PUNCT
spir-13979	38	11	1	1	NUM
spir-13979	38	12	april	april	PROPN
spir-13979	38	13	2019	2019	NUM
spir-13979	38	14	):	):	PUNCT
spir-13979	38	15	2056305119846486	2056305119846486	NUM
spir-13979	38	16	.	.	PUNCT
spir-13979	39	1	https://doi.org/10.1177/2056305119846486	https://doi.org/10.1177/2056305119846486	ADJ
spir-13979	39	2	.	.	PUNCT
spir-13979	40	1	flensburg	flensburg	PROPN
spir-13979	40	2	,	,	PUNCT
spir-13979	40	3	sofie	sofie	NOUN
spir-13979	40	4	,	,	PUNCT
spir-13979	40	5	and	and	CCONJ
spir-13979	40	6	signe	signe	PROPN
spir-13979	40	7	s.	s.	PROPN
spir-13979	40	8	lai	lai	PROPN
spir-13979	40	9	.	.	PUNCT
spir-13979	41	1	‘	'	PUNCT
spir-13979	41	2	datafied	datafie	VERB
spir-13979	41	3	mobile	mobile	ADJ
spir-13979	41	4	markets	market	NOUN
spir-13979	41	5	:	:	PUNCT
spir-13979	41	6	measuring	measure	VERB
spir-13979	41	7	control	control	NOUN
spir-13979	41	8	over	over	ADP
spir-13979	41	9	apps	app	NOUN
spir-13979	41	10	,	,	PUNCT
spir-13979	41	11	data	datum	NOUN
spir-13979	41	12	accesses	access	NOUN
spir-13979	41	13	,	,	PUNCT
spir-13979	41	14	and	and	CCONJ
spir-13979	41	15	third	third	ADJ
spir-13979	41	16	-	-	PUNCT
spir-13979	41	17	party	party	NOUN
spir-13979	41	18	services	service	NOUN
spir-13979	41	19	’	'	PUNCT
spir-13979	41	20	.	.	PUNCT
spir-13979	42	1	mobile	mobile	ADJ
spir-13979	42	2	media	medium	NOUN
spir-13979	42	3	&	&	CCONJ
spir-13979	42	4	communication	communication	NOUN
spir-13979	42	5	10	10	NUM
spir-13979	42	6	,	,	PUNCT
spir-13979	42	7	no	no	INTJ
spir-13979	42	8	.	.	NOUN
spir-13979	42	9	1	1	NUM
spir-13979	42	10	(	(	PUNCT
spir-13979	42	11	1	1	NUM
spir-13979	42	12	january	january	PROPN
spir-13979	42	13	2022	2022	NUM
spir-13979	42	14	):	):	PUNCT
spir-13979	42	15	136–55	136–55	NUM
spir-13979	42	16	.	.	PUNCT
spir-13979	43	1	https://doi.org/10.1177/20501579211039066	https://doi.org/10.1177/20501579211039066	PROPN
spir-13979	43	2	.	.	PUNCT
spir-13979	44	1	flensburg	flensburg	PROPN
spir-13979	44	2	,	,	PUNCT
spir-13979	44	3	sofie	sofie	NOUN
spir-13979	44	4	,	,	PUNCT
spir-13979	44	5	and	and	CCONJ
spir-13979	44	6	signe	signe	PROPN
spir-13979	44	7	sophus	sophus	PROPN
spir-13979	44	8	lai	lai	PROPN
spir-13979	44	9	.	.	PUNCT
spir-13979	45	1	‘	'	PUNCT
spir-13979	45	2	networks	network	NOUN
spir-13979	45	3	of	of	ADP
spir-13979	45	4	power	power	NOUN
spir-13979	45	5	.	.	PUNCT
spir-13979	46	1	analysing	analyse	VERB
spir-13979	46	2	the	the	DET
spir-13979	46	3	evolution	evolution	NOUN
spir-13979	46	4	of	of	ADP
spir-13979	46	5	the	the	DET
spir-13979	46	6	danish	danish	ADJ
spir-13979	46	7	internet	internet	NOUN
spir-13979	46	8	infrastructure	infrastructure	NOUN
spir-13979	46	9	’	'	PUNCT
spir-13979	46	10	.	.	PUNCT
spir-13979	47	1	internet	internet	NOUN
spir-13979	47	2	histories	history	NOUN
spir-13979	47	3	5	5	NUM
spir-13979	47	4	,	,	PUNCT
spir-13979	47	5	no	no	INTJ
spir-13979	47	6	.	.	NOUN
spir-13979	47	7	2	2	NUM
spir-13979	47	8	(	(	PUNCT
spir-13979	47	9	2020	2020	NUM
spir-13979	47	10	):	):	PUNCT
spir-13979	47	11	79–100	79–100	PROPN
spir-13979	47	12	.	.	PUNCT
spir-13979	48	1	https://doi.org/10.1080/24701475.2020.1759010	https://doi.org/10.1080/24701475.2020.1759010	PROPN
spir-13979	48	2	.	.	PUNCT
spir-13979	49	1	gontovnikas	gontovnikas	PROPN
spir-13979	49	2	,	,	PUNCT
spir-13979	49	3	martin	martin	PROPN
spir-13979	49	4	.	.	PUNCT
spir-13979	50	1	‘	'	PUNCT
spir-13979	50	2	what	what	PRON
spir-13979	50	3	is	be	AUX
spir-13979	50	4	an	an	DET
spir-13979	50	5	sdk	sdk	NOUN
spir-13979	50	6	?	?	PUNCT
spir-13979	50	7	’	'	PUNCT
spir-13979	51	1	auth0	auth0	PROPN
spir-13979	51	2	,	,	PUNCT
spir-13979	51	3	23	23	NUM
spir-13979	51	4	december	december	PROPN
spir-13979	51	5	2020	2020	NUM
spir-13979	51	6	.	.	PUNCT
spir-13979	52	1	https://auth0.com/blog/what-is-an-sdk/.	https://auth0.com/blog/what-is-an-sdk/.	PROPN
spir-13979	52	2	kollnig	kollnig	PROPN
spir-13979	52	3	,	,	PUNCT
spir-13979	52	4	konrad	konrad	PROPN
spir-13979	52	5	,	,	PUNCT
spir-13979	52	6	anastasia	anastasia	PROPN
spir-13979	52	7	shuba	shuba	PROPN
spir-13979	52	8	,	,	PUNCT
spir-13979	52	9	reuben	reuben	PROPN
spir-13979	52	10	binns	binns	PROPN
spir-13979	52	11	,	,	PUNCT
spir-13979	52	12	max	max	PROPN
spir-13979	52	13	van	van	PROPN
spir-13979	52	14	kleek	kleek	PROPN
spir-13979	52	15	,	,	PUNCT
spir-13979	52	16	nigel	nigel	PROPN
spir-13979	52	17	shadbolt	shadbolt	PROPN
spir-13979	52	18	,	,	PUNCT
spir-13979	52	19	and	and	CCONJ
spir-13979	52	20	:	:	PUNCT
spir-13979	52	21	de-	de-	X
spir-13979	52	22	.	.	PUNCT
spir-13979	53	1	‘	'	PUNCT
spir-13979	53	2	are	be	AUX
spir-13979	53	3	iphones	iphone	NOUN
spir-13979	53	4	really	really	ADV
spir-13979	53	5	better	well	ADJ
spir-13979	53	6	for	for	ADP
spir-13979	53	7	privacy	privacy	NOUN
spir-13979	53	8	?	?	PUNCT
spir-13979	54	1	comparative	comparative	ADJ
spir-13979	54	2	study	study	NOUN
spir-13979	54	3	of	of	ADP
spir-13979	54	4	ios	ios	PROPN
spir-13979	54	5	and	and	CCONJ
spir-13979	54	6	android	android	PROPN
spir-13979	54	7	apps	app	NOUN
spir-13979	54	8	’	'	PUNCT
spir-13979	54	9	.	.	PUNCT
spir-13979	55	1	proceedings	proceeding	NOUN
spir-13979	55	2	on	on	ADP
spir-13979	55	3	privacy	privacy	NOUN
spir-13979	55	4	enhancing	enhance	VERB
spir-13979	55	5	technologies	technology	NOUN
spir-13979	55	6	..	..	PUNCT
spir-13979	55	7	;	;	PUNCT
spir-13979	55	8	..	..	PUNCT
spir-13979	55	9	(	(	PUNCT
spir-13979	55	10	,	,	PUNCT
spir-13979	55	11	september	september	PROPN
spir-13979	55	12	2021	2021	NUM
spir-13979	55	13	,	,	PUNCT
spir-13979	55	14	1–19	1–19	PROPN
spir-13979	55	15	.	.	PUNCT
spir-13979	56	1	https://arxiv.org/abs/2109.13722v4	https://arxiv.org/abs/2109.13722v4	PROPN
spir-13979	56	2	.	.	PUNCT
spir-13979	56	3	pybus	pybus	PROPN
spir-13979	56	4	,	,	PUNCT
spir-13979	56	5	jennifer	jennifer	PROPN
spir-13979	56	6	,	,	PUNCT
spir-13979	56	7	and	and	CCONJ
spir-13979	56	8	mark	mark	PROPN
spir-13979	56	9	coté	coté	PROPN
spir-13979	56	10	.	.	PUNCT
spir-13979	57	1	‘	'	PUNCT
spir-13979	57	2	super	super	ADJ
spir-13979	57	3	sdks	sdks	NOUN
spir-13979	57	4	:	:	PUNCT
spir-13979	57	5	tracking	track	VERB
spir-13979	57	6	personal	personal	ADJ
spir-13979	57	7	data	datum	NOUN
spir-13979	57	8	and	and	CCONJ
spir-13979	57	9	platform	platform	NOUN
spir-13979	57	10	monopolies	monopoly	NOUN
spir-13979	57	11	in	in	ADP
spir-13979	57	12	the	the	DET
spir-13979	57	13	mobile	mobile	NOUN
spir-13979	57	14	’	'	PUNCT
spir-13979	57	15	.	.	PUNCT
spir-13979	58	1	big	big	ADJ
spir-13979	58	2	data	datum	NOUN
spir-13979	58	3	&	&	CCONJ
spir-13979	58	4	society	society	NOUN
spir-13979	58	5	11	11	NUM
spir-13979	58	6	,	,	PUNCT
spir-13979	58	7	no	no	INTJ
spir-13979	58	8	.	.	NOUN
spir-13979	58	9	1	1	NUM
spir-13979	58	10	(	(	PUNCT
spir-13979	58	11	1	1	NUM
spir-13979	58	12	march	march	NOUN
spir-13979	58	13	2024	2024	NUM
spir-13979	58	14	):	):	PUNCT
spir-13979	58	15	20539517241231270	20539517241231270	NUM
spir-13979	58	16	.	.	PUNCT
spir-13979	59	1	https://doi.org/10.1177/20539517241231270	https://doi.org/10.1177/20539517241231270	X
spir-13979	59	2	.	.	PUNCT
spir-13979	60	1	sellers	seller	NOUN
spir-13979	60	2	,	,	PUNCT
spir-13979	60	3	dennis	dennis	PROPN
spir-13979	60	4	.	.	PUNCT
spir-13979	61	1	‘	'	PUNCT
spir-13979	61	2	apple	apple	NOUN
spir-13979	61	3	registered	register	VERB
spir-13979	61	4	a	a	DET
spir-13979	61	5	record	record	NOUN
spir-13979	61	6	-	-	PUNCT
spir-13979	61	7	high	high	ADJ
spir-13979	61	8	q4	q4	PROPN
spir-13979	61	9	market	market	NOUN
spir-13979	61	10	share	share	NOUN
spir-13979	61	11	in	in	ADP
spir-13979	61	12	europe	europe	PROPN
spir-13979	61	13	’s	’s	PART
spir-13979	61	14	smartphone	smartphone	NOUN
spir-13979	61	15	market	market	NOUN
spir-13979	61	16	’	'	PUNCT
spir-13979	61	17	.	.	PUNCT
spir-13979	62	1	apple	apple	NOUN
spir-13979	62	2	world	world	NOUN
spir-13979	62	3	today	today	NOUN
spir-13979	62	4	,	,	PUNCT
spir-13979	62	5	26	26	NUM
spir-13979	62	6	february	february	NOUN
spir-13979	62	7	2024	2024	NUM
spir-13979	62	8	.	.	PUNCT
spir-13979	63	1	https://doi.org/10.1177/2056305120971632	https://doi.org/10.1177/2056305120971632	NOUN
spir-13979	63	2	https://doi.org/10.1177/2056305120971632	https://doi.org/10.1177/2056305120971632	PUNCT
spir-13979	63	3	https://doi.org/10.1177/2056305119846486	https://doi.org/10.1177/2056305119846486	ADV
spir-13979	63	4	https://doi.org/10.1177/2056305119846486	https://doi.org/10.1177/2056305119846486	ADJ
spir-13979	63	5	https://doi.org/10.1177/20501579211039066	https://doi.org/10.1177/20501579211039066	X
spir-13979	63	6	https://doi.org/10.1080/24701475.2020.1759010	https://doi.org/10.1080/24701475.2020.1759010	PROPN
spir-13979	63	7	https://doi.org/10.1080/24701475.2020.1759010	https://doi.org/10.1080/24701475.2020.1759010	PROPN
spir-13979	64	1	https://auth0.com/blog/what-is-an-sdk/	https://auth0.com/blog/what-is-an-sdk/	PROPN
spir-13979	64	2	https://auth0.com/blog/what-is-an-sdk/	https://auth0.com/blog/what-is-an-sdk/	PROPN
spir-13979	64	3	https://arxiv.org/abs/2109.13722v4	https://arxiv.org/abs/2109.13722v4	PROPN
spir-13979	64	4	https://arxiv.org/abs/2109.13722v4	https://arxiv.org/abs/2109.13722v4	ADJ
spir-13979	64	5	https://doi.org/10.1177/20539517241231270	https://doi.org/10.1177/20539517241231270	ADJ
spir-13979	64	6	https://appleworld.today/apple-registered-a-record-high-q4-market-share-in-europes-smartphone-market/	https://appleworld.today/apple-registered-a-record-high-q4-market-share-in-europes-smartphone-market/	NOUN
spir-13979	64	7	4	4	NUM
spir-13979	64	8	https://appleworld.today/apple-registered-a-record-high-q4-market-share-in-europessmartphone-market/.	https://appleworld.today/apple-registered-a-record-high-q4-market-share-in-europessmartphone-market/.	PROPN
spir-13979	64	9	srnicek	srnicek	NOUN
spir-13979	64	10	,	,	PUNCT
spir-13979	64	11	nick	nick	PROPN
spir-13979	64	12	.	.	PUNCT
spir-13979	65	1	platform	platform	NOUN
spir-13979	65	2	capitalism	capitalism	NOUN
spir-13979	65	3	.	.	PUNCT
spir-13979	66	1	john	john	PROPN
spir-13979	66	2	wiley	wiley	PROPN
spir-13979	66	3	&	&	CCONJ
spir-13979	66	4	sons	son	NOUN
spir-13979	66	5	,	,	PUNCT
spir-13979	66	6	2017	2017	NUM
spir-13979	66	7	.	.	PUNCT
spir-13979	67	1	https://www.wiley.com/engb/platform+capitalism-p-9781509504862	https://www.wiley.com/engb/platform+capitalism-p-9781509504862	NOUN
spir-13979	67	2	.	.	PUNCT
spir-13979	67	3	statista	statista	NOUN
spir-13979	67	4	.	.	PUNCT
spir-13979	68	1	‘	'	PUNCT
spir-13979	68	2	us	we	PRON
spir-13979	68	3	mobile	mobile	ADJ
spir-13979	68	4	smartphone	smartphone	NOUN
spir-13979	68	5	os	os	PROPN
spir-13979	68	6	market	market	NOUN
spir-13979	68	7	share	share	NOUN
spir-13979	68	8	2012	2012	NUM
spir-13979	68	9	-	-	SYM
spir-13979	68	10	2023	2023	NUM
spir-13979	68	11	’	'	PUNCT
spir-13979	68	12	,	,	PUNCT
spir-13979	68	13	2023	2023	NUM
spir-13979	68	14	.	.	PUNCT
spir-13979	69	1	https://www.statista.com/statistics/266572/market-share-held-by-smartphone-platformsin-the-united-states/.	https://www.statista.com/statistics/266572/market-share-held-by-smartphone-platformsin-the-united-states/.	PROPN
spir-13979	69	2	west	west	PROPN
spir-13979	69	3	,	,	PUNCT
spir-13979	69	4	sarah	sarah	PROPN
spir-13979	69	5	myers	myers	PROPN
spir-13979	69	6	.	.	PUNCT
spir-13979	70	1	‘	'	PUNCT
spir-13979	70	2	data	datum	NOUN
spir-13979	70	3	capitalism	capitalism	NOUN
spir-13979	70	4	:	:	PUNCT
spir-13979	70	5	redefining	redefine	VERB
spir-13979	70	6	the	the	DET
spir-13979	70	7	logics	logic	NOUN
spir-13979	70	8	of	of	ADP
spir-13979	70	9	surveillance	surveillance	NOUN
spir-13979	70	10	and	and	CCONJ
spir-13979	70	11	privacy	privacy	NOUN
spir-13979	70	12	’	'	PUNCT
spir-13979	70	13	.	.	PUNCT
spir-13979	71	1	business	business	PROPN
spir-13979	71	2	&	&	CCONJ
spir-13979	71	3	society	society	PROPN
spir-13979	71	4	58	58	NUM
spir-13979	71	5	,	,	PUNCT
spir-13979	71	6	no	no	INTJ
spir-13979	71	7	.	.	NOUN
spir-13979	71	8	1	1	NUM
spir-13979	71	9	(	(	PUNCT
spir-13979	71	10	2019	2019	NUM
spir-13979	71	11	):	):	PUNCT
spir-13979	71	12	20–41	20–41	NUM
spir-13979	71	13	.	.	PUNCT
spir-13979	72	1	zuboff	zuboff	PROPN
spir-13979	72	2	,	,	PUNCT
spir-13979	72	3	shoshana	shoshana	PROPN
spir-13979	72	4	.	.	PUNCT
spir-13979	73	1	the	the	DET
spir-13979	73	2	age	age	NOUN
spir-13979	73	3	of	of	ADP
spir-13979	73	4	surveillance	surveillance	NOUN
spir-13979	73	5	capitalism	capitalism	NOUN
spir-13979	73	6	 	 	SPACE
spir-13979	73	7	:	:	PUNCT
spir-13979	73	8	the	the	DET
spir-13979	73	9	fight	fight	NOUN
spir-13979	73	10	for	for	ADP
spir-13979	73	11	a	a	DET
spir-13979	73	12	human	human	ADJ
spir-13979	73	13	future	future	NOUN
spir-13979	73	14	at	at	ADP
spir-13979	73	15	the	the	DET
spir-13979	73	16	new	new	ADJ
spir-13979	73	17	frontier	frontier	NOUN
spir-13979	73	18	of	of	ADP
spir-13979	73	19	power	power	NOUN
spir-13979	73	20	.	.	PUNCT
spir-13979	74	1	london	london	PROPN
spir-13979	74	2	:	:	PUNCT
spir-13979	74	3	profile	profile	PROPN
spir-13979	74	4	books	books	PROPN
spir-13979	74	5	ltd	ltd	PROPN
spir-13979	74	6	,	,	PUNCT
spir-13979	74	7	2019	2019	NUM
spir-13979	74	8	.	.	PUNCT
spir-13979	75	1	https://appleworld.today/apple-registered-a-record-high-q4-market-share-in-europes-smartphone-market/	https://appleworld.today/apple-registered-a-record-high-q4-market-share-in-europes-smartphone-market/	NOUN
spir-13979	75	2	https://appleworld.today/apple-registered-a-record-high-q4-market-share-in-europes-smartphone-market/	https://appleworld.today/apple-registered-a-record-high-q4-market-share-in-europes-smartphone-market/	NOUN
spir-13979	75	3	https://www.wiley.com/en-gb/platform+capitalism-p-9781509504862	https://www.wiley.com/en-gb/platform+capitalism-p-9781509504862	NOUN
spir-13979	75	4	https://www.wiley.com/en-gb/platform+capitalism-p-9781509504862	https://www.wiley.com/en-gb/platform+capitalism-p-9781509504862	PROPN
spir-13979	75	5	https://www.statista.com/statistics/266572/market-share-held-by-smartphone-platforms-in-the-united-states/	https://www.statista.com/statistics/266572/market-share-held-by-smartphone-platforms-in-the-united-states/	PROPN
spir-13979	75	6	https://www.statista.com/statistics/266572/market-share-held-by-smartphone-platforms-in-the-united-states/	https://www.statista.com/statistics/266572/market-share-held-by-smartphone-platforms-in-the-united-states/	PROPN
spir-13979	75	7	https://www.statista.com/statistics/266572/market-share-held-by-smartphone-platforms-in-the-united-states/	https://www.statista.com/statistics/266572/market-share-held-by-smartphone-platforms-in-the-united-states/	PROPN