id	sid	tid	token	lemma	pos
spir-12953	1	1	selected	select	VERB
spir-12953	1	2	papers	paper	NOUN
spir-12953	1	3	of	of	ADP
spir-12953	1	4	#	#	SYM
spir-12953	1	5	aoir2022	aoir2022	NOUN
spir-12953	1	6	:	:	PUNCT
spir-12953	1	7	the	the	DET
spir-12953	1	8	23rd	23rd	ADJ
spir-12953	1	9	annual	annual	ADJ
spir-12953	1	10	conference	conference	NOUN
spir-12953	1	11	of	of	ADP
spir-12953	1	12	the	the	DET
spir-12953	1	13	association	association	NOUN
spir-12953	1	14	of	of	ADP
spir-12953	1	15	internet	internet	NOUN
spir-12953	1	16	researchers	researcher	NOUN
spir-12953	1	17	dublin	dublin	PROPN
spir-12953	1	18	,	,	PUNCT
spir-12953	1	19	ireland	ireland	PROPN
spir-12953	1	20	/	/	SYM
spir-12953	1	21	2	2	NUM
spir-12953	1	22	-	-	SYM
spir-12953	1	23	5	5	NUM
spir-12953	1	24	nov	nov	PROPN
spir-12953	1	25	2022	2022	NUM
spir-12953	1	26	suggested	suggest	VERB
spir-12953	1	27	citation	citation	NOUN
spir-12953	1	28	(	(	PUNCT
spir-12953	1	29	apa	apa	PROPN
spir-12953	1	30	):	):	PUNCT
spir-12953	1	31	bruns	brun	NOUN
spir-12953	1	32	,	,	PUNCT
spir-12953	1	33	a.	a.	NOUN
spir-12953	1	34	,	,	PUNCT
spir-12953	1	35	schumacher	schumacher	PROPN
spir-12953	1	36	,	,	PUNCT
spir-12953	1	37	n.f	n.f	PROPN
spir-12953	1	38	.	.	PROPN
spir-12953	1	39	,	,	PUNCT
spir-12953	1	40	mathieu	mathieu	PROPN
spir-12953	1	41	,	,	PUNCT
spir-12953	1	42	m.	m.	NOUN
spir-12953	1	43	,	,	PUNCT
spir-12953	1	44	nuernbergk	nuernbergk	PROPN
spir-12953	1	45	,	,	PUNCT
spir-12953	1	46	c.	c.	PROPN
spir-12953	1	47	,	,	PUNCT
spir-12953	1	48	righetti	righetti	PROPN
spir-12953	1	49	,	,	PUNCT
spir-12953	1	50	n.	n.	NOUN
spir-12953	1	51	,	,	PUNCT
spir-12953	1	52	giglietto	giglietto	PROPN
spir-12953	1	53	,	,	PUNCT
spir-12953	1	54	f.	f.	PROPN
spir-12953	1	55	,	,	PUNCT
spir-12953	1	56	kakavand	kakavand	PROPN
spir-12953	1	57	,	,	PUNCT
spir-12953	1	58	a.	a.	PROPN
spir-12953	1	59	,	,	PUNCT
spir-12953	1	60	kulichkina	kulichkina	PROPN
spir-12953	1	61	,	,	PUNCT
spir-12953	1	62	a.	a.	PROPN
spir-12953	1	63	,	,	PUNCT
spir-12953	1	64	marino	marino	PROPN
spir-12953	1	65	,	,	PUNCT
spir-12953	1	66	g.	g.	PROPN
spir-12953	1	67	,	,	PUNCT
spir-12953	1	68	terenzi	terenzi	PROPN
spir-12953	1	69	,	,	PUNCT
spir-12953	1	70	m.	m.	NOUN
spir-12953	1	71	,	,	PUNCT
spir-12953	1	72	angus	angus	NOUN
spir-12953	1	73	,	,	PUNCT
spir-12953	1	74	d.	d.	PROPN
spir-12953	1	75	,	,	PUNCT
spir-12953	1	76	graham	graham	PROPN
spir-12953	1	77	,	,	PUNCT
spir-12953	1	78	t.	t.	PROPN
spir-12953	1	79	,	,	PUNCT
spir-12953	1	80	dehghan	dehghan	PROPN
spir-12953	1	81	,	,	PUNCT
spir-12953	1	82	e.	e.	PROPN
spir-12953	1	83	,	,	PUNCT
spir-12953	1	84	jude	jude	PROPN
spir-12953	1	85	,	,	PUNCT
spir-12953	1	86	n.	n.	NOUN
spir-12953	1	87	,	,	PUNCT
spir-12953	1	88	matich	matich	NOUN
spir-12953	1	89	,	,	PUNCT
spir-12953	1	90	p.	p.	NOUN
spir-12953	1	91	,	,	PUNCT
spir-12953	1	92	andrejevich	andrejevich	NOUN
spir-12953	1	93	,	,	PUNCT
spir-12953	1	94	m.	m.	NOUN
spir-12953	1	95	,	,	PUNCT
spir-12953	1	96	carlson	carlson	PROPN
spir-12953	1	97	,	,	PUNCT
spir-12953	1	98	b.	b.	PROPN
spir-12953	1	99	,	,	PUNCT
spir-12953	1	100	obeid	obeid	PROPN
spir-12953	1	101	,	,	PUNCT
spir-12953	1	102	a.	a.	PROPN
spir-12953	1	103	,	,	PUNCT
spir-12953	1	104	mai	mai	PROPN
spir-12953	1	105	,	,	PUNCT
spir-12953	1	106	p.	p.	PROPN
spir-12953	1	107	,	,	PUNCT
spir-12953	1	108	&	&	CCONJ
spir-12953	1	109	gruzd	gruzd	NOUN
spir-12953	1	110	,	,	PUNCT
spir-12953	1	111	a.	a.	NOUN
spir-12953	1	112	(	(	PUNCT
spir-12953	1	113	2022	2022	NUM
spir-12953	1	114	,	,	PUNCT
spir-12953	1	115	november	november	PROPN
spir-12953	1	116	)	)	PUNCT
spir-12953	1	117	.	.	PUNCT
spir-12953	2	1	pandemic	pandemic	ADJ
spir-12953	2	2	politics	politic	NOUN
spir-12953	2	3	:	:	PUNCT
spir-12953	2	4	the	the	DET
spir-12953	2	5	2021	2021	NUM
spir-12953	2	6	and	and	CCONJ
spir-12953	2	7	2022	2022	NUM
spir-12953	2	8	german	german	ADJ
spir-12953	2	9	and	and	CCONJ
spir-12953	2	10	australian	australian	ADJ
spir-12953	2	11	federal	federal	ADJ
spir-12953	2	12	election	election	NOUN
spir-12953	2	13	campaigns	campaign	NOUN
spir-12953	2	14	on	on	ADP
spir-12953	2	15	social	social	ADJ
spir-12953	2	16	media	medium	NOUN
spir-12953	2	17	.	.	PUNCT
spir-12953	3	1	panel	panel	NOUN
spir-12953	3	2	presented	present	VERB
spir-12953	3	3	at	at	ADP
spir-12953	3	4	aoir	aoir	NOUN
spir-12953	3	5	2022	2022	NUM
spir-12953	3	6	:	:	PUNCT
spir-12953	3	7	the	the	DET
spir-12953	3	8	23rd	23rd	ADJ
spir-12953	3	9	annual	annual	ADJ
spir-12953	3	10	conference	conference	NOUN
spir-12953	3	11	of	of	ADP
spir-12953	3	12	the	the	DET
spir-12953	3	13	association	association	NOUN
spir-12953	3	14	of	of	ADP
spir-12953	3	15	internet	internet	NOUN
spir-12953	3	16	researchers	researcher	NOUN
spir-12953	3	17	.	.	PUNCT
spir-12953	4	1	dublin	dublin	PROPN
spir-12953	4	2	,	,	PUNCT
spir-12953	4	3	ireland	ireland	PROPN
spir-12953	4	4	:	:	PUNCT
spir-12953	4	5	aoir	aoir	NOUN
spir-12953	4	6	.	.	PUNCT
spir-12953	4	7	retrieved	retrieve	VERB
spir-12953	4	8	from	from	ADP
spir-12953	4	9	http://spir.aoir.org	http://spir.aoir.org	ADJ
spir-12953	4	10	.	.	PUNCT
spir-12953	5	1	pandemic	pandemic	ADJ
spir-12953	5	2	politics	politic	NOUN
spir-12953	5	3	:	:	PUNCT
spir-12953	5	4	the	the	DET
spir-12953	5	5	2021	2021	NUM
spir-12953	5	6	and	and	CCONJ
spir-12953	5	7	2022	2022	NUM
spir-12953	5	8	german	german	ADJ
spir-12953	5	9	and	and	CCONJ
spir-12953	5	10	australian	australian	ADJ
spir-12953	5	11	federal	federal	ADJ
spir-12953	5	12	election	election	NOUN
spir-12953	5	13	campaigns	campaign	NOUN
spir-12953	5	14	on	on	ADP
spir-12953	5	15	social	social	ADJ
spir-12953	5	16	media	medium	NOUN
spir-12953	5	17	axel	axel	PROPN
spir-12953	5	18	bruns	brun	NOUN
spir-12953	5	19	digital	digital	ADJ
spir-12953	5	20	media	medium	NOUN
spir-12953	5	21	research	research	NOUN
spir-12953	5	22	centre	centre	NOUN
spir-12953	5	23	,	,	PUNCT
spir-12953	5	24	queensland	queensland	PROPN
spir-12953	5	25	university	university	PROPN
spir-12953	5	26	of	of	ADP
spir-12953	5	27	technology	technology	PROPN
spir-12953	5	28	nina	nina	PROPN
spir-12953	5	29	fabiola	fabiola	PROPN
spir-12953	5	30	schumacher	schumacher	PROPN
spir-12953	5	31	media	media	PROPN
spir-12953	5	32	studies	study	NOUN
spir-12953	5	33	,	,	PUNCT
spir-12953	5	34	trier	tri	ADJ
spir-12953	5	35	university	university	PROPN
spir-12953	5	36	moritz	moritz	PROPN
spir-12953	5	37	mathieu	mathieu	PROPN
spir-12953	5	38	media	media	PROPN
spir-12953	5	39	studies	study	NOUN
spir-12953	5	40	,	,	PUNCT
spir-12953	5	41	trier	tri	ADJ
spir-12953	5	42	university	university	PROPN
spir-12953	5	43	christian	christian	PROPN
spir-12953	5	44	nuernbergk	nuernbergk	PROPN
spir-12953	5	45	media	medium	NOUN
spir-12953	5	46	studies	study	NOUN
spir-12953	5	47	,	,	PUNCT
spir-12953	5	48	trier	tri	ADJ
spir-12953	5	49	university	university	PROPN
spir-12953	5	50	nicola	nicola	PROPN
spir-12953	5	51	righetti	righetti	PROPN
spir-12953	5	52	university	university	PROPN
spir-12953	5	53	of	of	ADP
spir-12953	5	54	vienna	vienna	PROPN
spir-12953	5	55	fabio	fabio	PROPN
spir-12953	5	56	giglietto	giglietto	PROPN
spir-12953	5	57	university	university	PROPN
spir-12953	5	58	of	of	ADP
spir-12953	5	59	urbino	urbino	PROPN
spir-12953	5	60	carlo	carlo	PROPN
spir-12953	5	61	bo	bo	PROPN
spir-12953	5	62	azade	azade	PROPN
spir-12953	5	63	kakavand	kakavand	PROPN
spir-12953	5	64	university	university	PROPN
spir-12953	5	65	of	of	ADP
spir-12953	5	66	vienna	vienna	PROPN
spir-12953	5	67	aytalina	aytalina	PROPN
spir-12953	5	68	kulichkina	kulichkina	PROPN
spir-12953	5	69	university	university	PROPN
spir-12953	5	70	of	of	ADP
spir-12953	5	71	vienna	vienna	PROPN
spir-12953	5	72	giada	giada	PROPN
spir-12953	5	73	marino	marino	PROPN
spir-12953	5	74	university	university	PROPN
spir-12953	5	75	of	of	ADP
spir-12953	5	76	sassari	sassari	PROPN
spir-12953	5	77	massimo	massimo	PROPN
spir-12953	5	78	terenzi	terenzi	PROPN
spir-12953	5	79	university	university	PROPN
spir-12953	5	80	of	of	ADP
spir-12953	5	81	urbino	urbino	PROPN
spir-12953	5	82	carlo	carlo	PROPN
spir-12953	5	83	bo	bo	PROPN
spir-12953	5	84	daniel	daniel	PROPN
spir-12953	5	85	angus	angus	PROPN
spir-12953	5	86	digital	digital	ADJ
spir-12953	5	87	media	medium	NOUN
spir-12953	5	88	research	research	NOUN
spir-12953	5	89	centre	centre	NOUN
spir-12953	5	90	,	,	PUNCT
spir-12953	5	91	queensland	queensland	PROPN
spir-12953	5	92	university	university	PROPN
spir-12953	5	93	of	of	ADP
spir-12953	5	94	technology	technology	PROPN
spir-12953	5	95	timothy	timothy	PROPN
spir-12953	5	96	graham	graham	PROPN
spir-12953	5	97	digital	digital	PROPN
spir-12953	5	98	media	media	PROPN
spir-12953	5	99	research	research	NOUN
spir-12953	5	100	centre	centre	NOUN
spir-12953	5	101	,	,	PUNCT
spir-12953	5	102	queensland	queensland	PROPN
spir-12953	5	103	university	university	PROPN
spir-12953	5	104	of	of	ADP
spir-12953	5	105	technology	technology	PROPN
spir-12953	5	106	ehsan	ehsan	PROPN
spir-12953	5	107	dehghan	dehghan	PROPN
spir-12953	5	108	digital	digital	ADJ
spir-12953	5	109	media	medium	NOUN
spir-12953	5	110	research	research	NOUN
spir-12953	5	111	centre	centre	NOUN
spir-12953	5	112	,	,	PUNCT
spir-12953	5	113	queensland	queensland	PROPN
spir-12953	5	114	university	university	PROPN
spir-12953	5	115	of	of	ADP
spir-12953	5	116	technology	technology	PROPN
spir-12953	5	117	nadia	nadia	PROPN
spir-12953	5	118	jude	jude	PROPN
spir-12953	5	119	digital	digital	PROPN
spir-12953	5	120	media	media	PROPN
spir-12953	5	121	research	research	NOUN
spir-12953	5	122	centre	centre	NOUN
spir-12953	5	123	,	,	PUNCT
spir-12953	5	124	queensland	queensland	PROPN
spir-12953	5	125	university	university	PROPN
spir-12953	5	126	of	of	ADP
spir-12953	5	127	technology	technology	PROPN
spir-12953	5	128	phoebe	phoebe	PROPN
spir-12953	5	129	matich	matich	NOUN
spir-12953	5	130	digital	digital	ADJ
spir-12953	5	131	media	medium	NOUN
spir-12953	5	132	research	research	NOUN
spir-12953	5	133	centre	centre	NOUN
spir-12953	5	134	,	,	PUNCT
spir-12953	5	135	queensland	queensland	PROPN
spir-12953	5	136	university	university	PROPN
spir-12953	5	137	of	of	ADP
spir-12953	5	138	technology	technology	PROPN
spir-12953	5	139	mark	mark	PROPN
spir-12953	5	140	andrejevic	andrejevic	PROPN
spir-12953	5	141	school	school	NOUN
spir-12953	5	142	of	of	ADP
spir-12953	5	143	media	medium	NOUN
spir-12953	5	144	,	,	PUNCT
spir-12953	5	145	film	film	NOUN
spir-12953	5	146	,	,	PUNCT
spir-12953	5	147	and	and	CCONJ
spir-12953	5	148	journalism	journalism	NOUN
spir-12953	5	149	,	,	PUNCT
spir-12953	5	150	monash	monash	PROPN
spir-12953	5	151	university	university	PROPN
spir-12953	5	152	bronwyn	bronwyn	PROPN
spir-12953	5	153	carlson	carlson	PROPN
spir-12953	5	154	department	department	PROPN
spir-12953	5	155	of	of	ADP
spir-12953	5	156	indigenous	indigenous	ADJ
spir-12953	5	157	studies	study	NOUN
spir-12953	5	158	,	,	PUNCT
spir-12953	5	159	macquarie	macquarie	PROPN
spir-12953	5	160	university	university	PROPN
spir-12953	5	161	abdul	abdul	PROPN
spir-12953	5	162	obeid	obeid	PROPN
spir-12953	5	163	digital	digital	ADJ
spir-12953	5	164	media	medium	NOUN
spir-12953	5	165	research	research	NOUN
spir-12953	5	166	centre	centre	NOUN
spir-12953	5	167	,	,	PUNCT
spir-12953	5	168	queensland	queensland	PROPN
spir-12953	5	169	university	university	PROPN
spir-12953	5	170	of	of	ADP
spir-12953	5	171	technology	technology	PROPN
spir-12953	5	172	philip	philip	PROPN
spir-12953	5	173	mai	mai	PROPN
spir-12953	5	174	social	social	ADJ
spir-12953	5	175	media	medium	NOUN
spir-12953	5	176	lab	lab	NOUN
spir-12953	5	177	,	,	PUNCT
spir-12953	5	178	ryerson	ryerson	NOUN
spir-12953	5	179	university	university	NOUN
spir-12953	5	180	anatoliy	anatoliy	ADJ
spir-12953	5	181	gruzd	gruzd	NOUN
spir-12953	5	182	social	social	ADJ
spir-12953	5	183	media	medium	NOUN
spir-12953	5	184	lab	lab	NOUN
spir-12953	5	185	,	,	PUNCT
spir-12953	5	186	ryerson	ryerson	NOUN
spir-12953	5	187	university	university	NOUN
spir-12953	5	188	panel	panel	NOUN
spir-12953	5	189	introduction	introduction	NOUN
spir-12953	5	190	one	one	NUM
spir-12953	5	191	of	of	ADP
spir-12953	5	192	the	the	DET
spir-12953	5	193	effects	effect	NOUN
spir-12953	5	194	of	of	ADP
spir-12953	5	195	the	the	DET
spir-12953	5	196	continuing	continue	VERB
spir-12953	5	197	covid-19	covid-19	PROPN
spir-12953	5	198	pandemic	pandemic	NOUN
spir-12953	5	199	has	have	AUX
spir-12953	5	200	been	be	AUX
spir-12953	5	201	to	to	PART
spir-12953	5	202	further	far	ADV
spir-12953	5	203	accelerate	accelerate	VERB
spir-12953	5	204	the	the	DET
spir-12953	5	205	incorporation	incorporation	NOUN
spir-12953	5	206	of	of	ADP
spir-12953	5	207	social	social	ADJ
spir-12953	5	208	media	medium	NOUN
spir-12953	5	209	activities	activity	NOUN
spir-12953	5	210	into	into	ADP
spir-12953	5	211	political	political	ADJ
spir-12953	5	212	and	and	CCONJ
spir-12953	5	213	electoral	electoral	ADJ
spir-12953	5	214	campaigning	campaigning	NOUN
spir-12953	5	215	.	.	PUNCT
spir-12953	6	1	especially	especially	ADV
spir-12953	6	2	as	as	ADP
spir-12953	6	3	a	a	DET
spir-12953	6	4	result	result	NOUN
spir-12953	6	5	of	of	ADP
spir-12953	6	6	lockdowns	lockdown	NOUN
spir-12953	6	7	and	and	CCONJ
spir-12953	6	8	other	other	ADJ
spir-12953	6	9	restrictions	restriction	NOUN
spir-12953	6	10	to	to	PART
spir-12953	6	11	offline	offline	VERB
spir-12953	6	12	public	public	ADJ
spir-12953	6	13	life	life	NOUN
spir-12953	6	14	,	,	PUNCT
spir-12953	6	15	overall	overall	ADJ
spir-12953	6	16	social	social	ADJ
spir-12953	6	17	media	media	NOUN
spir-12953	6	18	use	use	NOUN
spir-12953	6	19	has	have	AUX
spir-12953	6	20	increased	increase	VERB
spir-12953	6	21	in	in	ADP
spir-12953	6	22	many	many	ADJ
spir-12953	6	23	countries	country	NOUN
spir-12953	6	24	;	;	PUNCT
spir-12953	6	25	health	health	NOUN
spir-12953	6	26	concerns	concern	NOUN
spir-12953	6	27	have	have	AUX
spir-12953	6	28	severely	severely	ADV
spir-12953	6	29	curtailed	curtail	VERB
spir-12953	6	30	conventional	conventional	ADJ
spir-12953	6	31	in	in	ADP
spir-12953	6	32	-	-	PUNCT
spir-12953	6	33	person	person	NOUN
spir-12953	6	34	political	political	ADJ
spir-12953	6	35	campaigning	campaigning	NOUN
spir-12953	6	36	activities	activity	NOUN
spir-12953	6	37	,	,	PUNCT
spir-12953	6	38	from	from	ADP
spir-12953	6	39	doorknocking	doorknocking	PROPN
spir-12953	6	40	to	to	ADP
spir-12953	6	41	mass	mass	ADJ
spir-12953	6	42	rallies	rally	NOUN
spir-12953	6	43	(	(	PUNCT
spir-12953	6	44	even	even	ADV
spir-12953	6	45	if	if	SCONJ
spir-12953	6	46	some	some	DET
spir-12953	6	47	candidates	candidate	NOUN
spir-12953	6	48	are	be	AUX
spir-12953	6	49	openly	openly	ADV
spir-12953	6	50	flouting	flout	VERB
spir-12953	6	51	health	health	NOUN
spir-12953	6	52	measures	measure	NOUN
spir-12953	6	53	in	in	ADP
spir-12953	6	54	order	order	NOUN
spir-12953	6	55	to	to	PART
spir-12953	6	56	appeal	appeal	VERB
spir-12953	6	57	to	to	AUX
spir-12953	6	58	fringe	fringe	VERB
spir-12953	6	59	,	,	PUNCT
spir-12953	6	60	covid	covid	ADJ
spir-12953	6	61	-	-	ADJ
spir-12953	6	62	denialist	denialist	ADJ
spir-12953	6	63	voters	voter	NOUN
spir-12953	6	64	)	)	PUNCT
spir-12953	6	65	;	;	PUNCT
spir-12953	6	66	and	and	CCONJ
spir-12953	6	67	concerns	concern	NOUN
spir-12953	6	68	about	about	ADP
spir-12953	6	69	the	the	DET
spir-12953	6	70	safety	safety	NOUN
spir-12953	6	71	of	of	ADP
spir-12953	6	72	in	in	ADP
spir-12953	6	73	-	-	PUNCT
spir-12953	6	74	person	person	NOUN
spir-12953	6	75	voting	voting	NOUN
spir-12953	6	76	processes	process	NOUN
spir-12953	6	77	have	have	AUX
spir-12953	6	78	also	also	ADV
spir-12953	6	79	led	lead	VERB
spir-12953	6	80	to	to	ADP
spir-12953	6	81	a	a	DET
spir-12953	6	82	growth	growth	NOUN
spir-12953	6	83	in	in	ADP
spir-12953	6	84	postal	postal	ADJ
spir-12953	6	85	voting	voting	NOUN
spir-12953	6	86	well	well	ADV
spir-12953	6	87	ahead	ahead	ADV
spir-12953	6	88	of	of	ADP
spir-12953	6	89	election	election	NOUN
spir-12953	6	90	day	day	NOUN
spir-12953	6	91	,	,	PUNCT
spir-12953	6	92	potentially	potentially	ADV
spir-12953	6	93	increasing	increase	VERB
spir-12953	6	94	the	the	DET
spir-12953	6	95	importance	importance	NOUN
spir-12953	6	96	of	of	ADP
spir-12953	6	97	political	political	ADJ
spir-12953	6	98	messaging	messaging	NOUN
spir-12953	6	99	early	early	ADV
spir-12953	6	100	on	on	ADV
spir-12953	6	101	in	in	ADP
spir-12953	6	102	election	election	NOUN
spir-12953	6	103	campaigns	campaign	NOUN
spir-12953	6	104	.	.	PUNCT
spir-12953	7	1	in	in	ADP
spir-12953	7	2	addition	addition	NOUN
spir-12953	7	3	,	,	PUNCT
spir-12953	7	4	of	of	ADP
spir-12953	7	5	course	course	NOUN
spir-12953	7	6	,	,	PUNCT
spir-12953	7	7	the	the	DET
spir-12953	7	8	pandemic	pandemic	ADJ
spir-12953	7	9	itself	itself	PRON
spir-12953	7	10	,	,	PUNCT
spir-12953	7	11	and	and	CCONJ
spir-12953	7	12	the	the	DET
spir-12953	7	13	health	health	NOUN
spir-12953	7	14	,	,	PUNCT
spir-12953	7	15	economic	economic	ADJ
spir-12953	7	16	,	,	PUNCT
spir-12953	7	17	and	and	CCONJ
spir-12953	7	18	social	social	ADJ
spir-12953	7	19	measures	measure	NOUN
spir-12953	7	20	taken	take	VERB
spir-12953	7	21	by	by	ADP
spir-12953	7	22	different	different	ADJ
spir-12953	7	23	governments	government	NOUN
spir-12953	7	24	to	to	PART
spir-12953	7	25	address	address	VERB
spir-12953	7	26	and	and	CCONJ
spir-12953	7	27	manage	manage	VERB
spir-12953	7	28	its	its	PRON
spir-12953	7	29	implications	implication	NOUN
spir-12953	7	30	,	,	PUNCT
spir-12953	7	31	have	have	AUX
spir-12953	7	32	also	also	ADV
spir-12953	7	33	become	become	VERB
spir-12953	7	34	a	a	DET
spir-12953	7	35	dominant	dominant	ADJ
spir-12953	7	36	theme	theme	NOUN
spir-12953	7	37	in	in	ADP
spir-12953	7	38	most	most	ADJ
spir-12953	7	39	political	political	ADJ
spir-12953	7	40	contests	contest	NOUN
spir-12953	7	41	.	.	PUNCT
spir-12953	8	1	political	political	ADJ
spir-12953	8	2	parties	party	NOUN
spir-12953	8	3	around	around	ADP
spir-12953	8	4	the	the	DET
spir-12953	8	5	world	world	NOUN
spir-12953	8	6	have	have	AUX
spir-12953	8	7	scrambled	scramble	VERB
spir-12953	8	8	to	to	PART
spir-12953	8	9	keep	keep	VERB
spir-12953	8	10	up	up	ADP
spir-12953	8	11	with	with	ADP
spir-12953	8	12	and	and	CCONJ
spir-12953	8	13	engage	engage	VERB
spir-12953	8	14	with	with	ADP
spir-12953	8	15	these	these	DET
spir-12953	8	16	changing	change	VERB
spir-12953	8	17	circumstances	circumstance	NOUN
spir-12953	8	18	,	,	PUNCT
spir-12953	8	19	voter	voter	NOUN
spir-12953	8	20	behaviours	behaviour	NOUN
spir-12953	8	21	,	,	PUNCT
spir-12953	8	22	and	and	CCONJ
spir-12953	8	23	political	political	ADJ
spir-12953	8	24	debates	debate	NOUN
spir-12953	8	25	,	,	PUNCT
spir-12953	8	26	and	and	CCONJ
spir-12953	8	27	it	it	PRON
spir-12953	8	28	is	be	AUX
spir-12953	8	29	therefore	therefore	ADV
spir-12953	8	30	time	time	NOUN
spir-12953	8	31	to	to	PART
spir-12953	8	32	re	re	VERB
spir-12953	8	33	-	-	VERB
spir-12953	8	34	examine	examine	VERB
spir-12953	8	35	the	the	DET
spir-12953	8	36	current	current	ADJ
spir-12953	8	37	state	state	NOUN
spir-12953	8	38	of	of	ADP
spir-12953	8	39	affairs	affair	NOUN
spir-12953	8	40	.	.	PUNCT
spir-12953	9	1	this	this	DET
spir-12953	9	2	panel	panel	NOUN
spir-12953	9	3	does	do	VERB
spir-12953	9	4	so	so	ADV
spir-12953	9	5	by	by	ADP
spir-12953	9	6	focussing	focusse	VERB
spir-12953	9	7	on	on	ADP
spir-12953	9	8	social	social	ADJ
spir-12953	9	9	media	medium	NOUN
spir-12953	9	10	campaigning	campaigning	NOUN
spir-12953	9	11	in	in	ADP
spir-12953	9	12	two	two	NUM
spir-12953	9	13	of	of	ADP
spir-12953	9	14	the	the	DET
spir-12953	9	15	most	most	ADV
spir-12953	9	16	recent	recent	ADJ
spir-12953	9	17	major	major	ADJ
spir-12953	9	18	national	national	ADJ
spir-12953	9	19	elections	election	NOUN
spir-12953	9	20	:	:	PUNCT
spir-12953	9	21	the	the	DET
spir-12953	9	22	german	german	ADJ
spir-12953	9	23	federal	federal	ADJ
spir-12953	9	24	election	election	NOUN
spir-12953	9	25	campaign	campaign	NOUN
spir-12953	9	26	in	in	ADP
spir-12953	9	27	august	august	PROPN
spir-12953	9	28	and	and	CCONJ
spir-12953	9	29	september	september	PROPN
spir-12953	9	30	2021	2021	NUM
spir-12953	9	31	,	,	PUNCT
spir-12953	9	32	and	and	CCONJ
spir-12953	9	33	the	the	DET
spir-12953	9	34	australian	australian	ADJ
spir-12953	9	35	federal	federal	ADJ
spir-12953	9	36	election	election	NOUN
spir-12953	9	37	campaign	campaign	NOUN
spir-12953	9	38	in	in	ADP
spir-12953	9	39	march	march	PROPN
spir-12953	9	40	to	to	PART
spir-12953	9	41	may	may	PROPN
spir-12953	9	42	2022	2022	NUM
spir-12953	9	43	.	.	PUNCT
spir-12953	10	1	the	the	DET
spir-12953	10	2	four	four	NUM
spir-12953	10	3	papers	paper	NOUN
spir-12953	10	4	included	include	VERB
spir-12953	10	5	in	in	ADP
spir-12953	10	6	this	this	DET
spir-12953	10	7	panel	panel	NOUN
spir-12953	10	8	examine	examine	VERB
spir-12953	10	9	political	political	ADJ
spir-12953	10	10	campaigning	campaigning	NOUN
spir-12953	10	11	,	,	PUNCT
spir-12953	10	12	public	public	ADJ
spir-12953	10	13	engagement	engagement	NOUN
spir-12953	10	14	,	,	PUNCT
spir-12953	10	15	and	and	CCONJ
spir-12953	10	16	journalistic	journalistic	ADJ
spir-12953	10	17	coverage	coverage	NOUN
spir-12953	10	18	on	on	ADP
spir-12953	10	19	facebook	facebook	NOUN
spir-12953	10	20	and	and	CCONJ
spir-12953	10	21	twitter	twitter	NOUN
spir-12953	10	22	,	,	PUNCT
spir-12953	10	23	as	as	ADV
spir-12953	10	24	well	well	ADV
spir-12953	10	25	as	as	ADP
spir-12953	10	26	political	political	ADJ
spir-12953	10	27	advertising	advertising	NOUN
spir-12953	10	28	practices	practice	NOUN
spir-12953	10	29	on	on	ADP
spir-12953	10	30	facebook	facebook	NOUN
spir-12953	10	31	,	,	PUNCT
spir-12953	10	32	and	and	CCONJ
spir-12953	10	33	in	in	ADP
spir-12953	10	34	combination	combination	NOUN
spir-12953	10	35	offer	offer	VERB
spir-12953	10	36	a	a	DET
spir-12953	10	37	very	very	ADV
spir-12953	10	38	timely	timely	ADJ
spir-12953	10	39	new	new	ADJ
spir-12953	10	40	perspective	perspective	NOUN
spir-12953	10	41	on	on	ADP
spir-12953	10	42	electioneering	electioneer	VERB
spir-12953	10	43	in	in	ADP
spir-12953	10	44	the	the	DET
spir-12953	10	45	final	final	ADJ
spir-12953	10	46	stages	stage	NOUN
spir-12953	10	47	of	of	ADP
spir-12953	10	48	a	a	DET
spir-12953	10	49	multi	multi	ADJ
spir-12953	10	50	-	-	ADJ
spir-12953	10	51	year	year	ADJ
spir-12953	10	52	global	global	ADJ
spir-12953	10	53	pandemic	pandemic	NOUN
spir-12953	10	54	.	.	PUNCT
spir-12953	11	1	the	the	DET
spir-12953	11	2	first	first	ADJ
spir-12953	11	3	two	two	NUM
spir-12953	11	4	papers	paper	NOUN
spir-12953	11	5	address	address	VERB
spir-12953	11	6	the	the	DET
spir-12953	11	7	german	german	ADJ
spir-12953	11	8	federal	federal	ADJ
spir-12953	11	9	election	election	NOUN
spir-12953	11	10	in	in	ADP
spir-12953	11	11	september	september	PROPN
spir-12953	11	12	2021	2021	NUM
spir-12953	11	13	.	.	PUNCT
spir-12953	12	1	paper	paper	NOUN
spir-12953	12	2	1	1	NUM
spir-12953	12	3	focusses	focusse	NOUN
spir-12953	12	4	on	on	ADP
spir-12953	12	5	the	the	DET
spir-12953	12	6	use	use	NOUN
spir-12953	12	7	of	of	ADP
spir-12953	12	8	twitter	twitter	NOUN
spir-12953	12	9	,	,	PUNCT
spir-12953	12	10	as	as	ADP
spir-12953	12	11	a	a	DET
spir-12953	12	12	comparatively	comparatively	ADV
spir-12953	12	13	elite	elite	ADJ
spir-12953	12	14	medium	medium	NOUN
spir-12953	12	15	,	,	PUNCT
spir-12953	12	16	by	by	ADP
spir-12953	12	17	hundreds	hundred	NOUN
spir-12953	12	18	of	of	ADP
spir-12953	12	19	federal	federal	ADJ
spir-12953	12	20	politicians	politician	NOUN
spir-12953	12	21	and	and	CCONJ
spir-12953	12	22	the	the	DET
spir-12953	12	23	members	member	NOUN
spir-12953	12	24	of	of	ADP
spir-12953	12	25	the	the	DET
spir-12953	12	26	federal	federal	ADJ
spir-12953	12	27	press	press	NOUN
spir-12953	12	28	corps	corps	NOUN
spir-12953	12	29	or	or	CCONJ
spir-12953	12	30	bundespressekonferenz	bundespressekonferenz	NOUN
spir-12953	12	31	.	.	PUNCT
spir-12953	13	1	for	for	ADP
spir-12953	13	2	the	the	DET
spir-12953	13	3	periods	period	NOUN
spir-12953	13	4	before	before	ADV
spir-12953	13	5	and	and	CCONJ
spir-12953	13	6	during	during	ADP
spir-12953	13	7	the	the	DET
spir-12953	13	8	campaign	campaign	NOUN
spir-12953	13	9	,	,	PUNCT
spir-12953	13	10	it	it	PRON
spir-12953	13	11	studies	study	VERB
spir-12953	13	12	the	the	DET
spir-12953	13	13	activities	activity	NOUN
spir-12953	13	14	of	of	ADP
spir-12953	13	15	both	both	DET
spir-12953	13	16	groups	group	NOUN
spir-12953	13	17	,	,	PUNCT
spir-12953	13	18	their	their	PRON
spir-12953	13	19	intraand	intraand	NOUN
spir-12953	13	20	inter	inter	ADJ
spir-12953	13	21	-	-	NOUN
spir-12953	13	22	group	group	NOUN
spir-12953	13	23	interaction	interaction	NOUN
spir-12953	13	24	networks	network	NOUN
spir-12953	13	25	,	,	PUNCT
spir-12953	13	26	and	and	CCONJ
spir-12953	13	27	the	the	DET
spir-12953	13	28	themes	theme	NOUN
spir-12953	13	29	of	of	ADP
spir-12953	13	30	their	their	PRON
spir-12953	13	31	posts	post	NOUN
spir-12953	13	32	.	.	PUNCT
spir-12953	14	1	over	over	ADP
spir-12953	14	2	the	the	DET
spir-12953	14	3	timeframe	timeframe	NOUN
spir-12953	14	4	of	of	ADP
spir-12953	14	5	the	the	DET
spir-12953	14	6	study	study	NOUN
spir-12953	14	7	,	,	PUNCT
spir-12953	14	8	this	this	PRON
spir-12953	14	9	especially	especially	ADV
spir-12953	14	10	highlights	highlight	VERB
spir-12953	14	11	the	the	DET
spir-12953	14	12	dynamics	dynamic	NOUN
spir-12953	14	13	of	of	ADP
spir-12953	14	14	both	both	DET
spir-12953	14	15	groups	group	NOUN
spir-12953	14	16	’	'	PUNCT
spir-12953	14	17	activities	activity	NOUN
spir-12953	14	18	.	.	PUNCT
spir-12953	15	1	paper	paper	NOUN
spir-12953	15	2	2	2	NUM
spir-12953	15	3	complements	complement	NOUN
spir-12953	15	4	this	this	DET
spir-12953	15	5	work	work	NOUN
spir-12953	15	6	by	by	ADP
spir-12953	15	7	investigating	investigate	VERB
spir-12953	15	8	advertising	advertising	NOUN
spir-12953	15	9	practices	practice	NOUN
spir-12953	15	10	on	on	ADP
spir-12953	15	11	facebook	facebook	NOUN
spir-12953	15	12	during	during	ADP
spir-12953	15	13	the	the	DET
spir-12953	15	14	german	german	ADJ
spir-12953	15	15	federal	federal	ADJ
spir-12953	15	16	election	election	NOUN
spir-12953	15	17	campaign	campaign	NOUN
spir-12953	15	18	.	.	PUNCT
spir-12953	16	1	drawing	draw	VERB
spir-12953	16	2	on	on	ADP
spir-12953	16	3	the	the	DET
spir-12953	16	4	facebook	facebook	NOUN
spir-12953	16	5	ad	ad	NOUN
spir-12953	16	6	library	library	NOUN
spir-12953	16	7	,	,	PUNCT
spir-12953	16	8	its	its	PRON
spir-12953	16	9	dataset	dataset	NOUN
spir-12953	16	10	of	of	ADP
spir-12953	16	11	more	more	ADJ
spir-12953	16	12	than	than	ADP
spir-12953	16	13	20,000	20,000	NUM
spir-12953	16	14	advertisements	advertisement	NOUN
spir-12953	16	15	offers	offer	VERB
spir-12953	16	16	an	an	DET
spir-12953	16	17	insight	insight	NOUN
spir-12953	16	18	into	into	ADP
spir-12953	16	19	the	the	DET
spir-12953	16	20	advertising	advertising	NOUN
spir-12953	16	21	spending	spending	NOUN
spir-12953	16	22	and	and	CCONJ
spir-12953	16	23	targeting	target	VERB
spir-12953	16	24	practices	practice	NOUN
spir-12953	16	25	of	of	ADP
spir-12953	16	26	the	the	DET
spir-12953	16	27	major	major	ADJ
spir-12953	16	28	parties	party	NOUN
spir-12953	16	29	contesting	contest	VERB
spir-12953	16	30	the	the	DET
spir-12953	16	31	election	election	NOUN
spir-12953	16	32	.	.	PUNCT
spir-12953	17	1	this	this	PRON
spir-12953	17	2	provides	provide	VERB
spir-12953	17	3	an	an	DET
spir-12953	17	4	important	important	ADJ
spir-12953	17	5	new	new	ADJ
spir-12953	17	6	update	update	NOUN
spir-12953	17	7	on	on	ADP
spir-12953	17	8	the	the	DET
spir-12953	17	9	use	use	NOUN
spir-12953	17	10	of	of	ADP
spir-12953	17	11	such	such	ADJ
spir-12953	17	12	campaigning	campaigning	NOUN
spir-12953	17	13	tools	tool	NOUN
spir-12953	17	14	in	in	ADP
spir-12953	17	15	german	german	ADJ
spir-12953	17	16	federal	federal	ADJ
spir-12953	17	17	politics	politic	NOUN
spir-12953	17	18	,	,	PUNCT
spir-12953	17	19	but	but	CCONJ
spir-12953	17	20	also	also	ADV
spir-12953	17	21	highlights	highlight	VERB
spir-12953	17	22	some	some	PRON
spir-12953	17	23	of	of	ADP
spir-12953	17	24	the	the	DET
spir-12953	17	25	continuing	continue	VERB
spir-12953	17	26	limitations	limitation	NOUN
spir-12953	17	27	of	of	ADP
spir-12953	17	28	the	the	DET
spir-12953	17	29	ad	ad	NOUN
spir-12953	17	30	library	library	NOUN
spir-12953	17	31	as	as	ADP
spir-12953	17	32	a	a	DET
spir-12953	17	33	single	single	ADJ
spir-12953	17	34	source	source	NOUN
spir-12953	17	35	of	of	ADP
spir-12953	17	36	data	datum	NOUN
spir-12953	17	37	on	on	ADP
spir-12953	17	38	political	political	ADJ
spir-12953	17	39	advertising	advertising	NOUN
spir-12953	17	40	and	and	CCONJ
spir-12953	17	41	targeting	target	VERB
spir-12953	17	42	practices	practice	NOUN
spir-12953	17	43	on	on	ADP
spir-12953	17	44	facebook	facebook	PROPN
spir-12953	17	45	.	.	PUNCT
spir-12953	18	1	the	the	DET
spir-12953	18	2	other	other	ADJ
spir-12953	18	3	two	two	NUM
spir-12953	18	4	papers	paper	NOUN
spir-12953	18	5	focus	focus	VERB
spir-12953	18	6	on	on	ADP
spir-12953	18	7	the	the	DET
spir-12953	18	8	australian	australian	ADJ
spir-12953	18	9	federal	federal	ADJ
spir-12953	18	10	election	election	NOUN
spir-12953	18	11	,	,	PUNCT
spir-12953	18	12	to	to	PART
spir-12953	18	13	be	be	AUX
spir-12953	18	14	held	hold	VERB
spir-12953	18	15	in	in	ADP
spir-12953	18	16	march	march	PROPN
spir-12953	18	17	to	to	PART
spir-12953	18	18	may	may	PROPN
spir-12953	18	19	2022	2022	NUM
spir-12953	18	20	.	.	PUNCT
spir-12953	19	1	paper	paper	NOUN
spir-12953	19	2	3	3	NUM
spir-12953	19	3	continues	continue	VERB
spir-12953	19	4	a	a	DET
spir-12953	19	5	series	series	NOUN
spir-12953	19	6	of	of	ADP
spir-12953	19	7	systematic	systematic	ADJ
spir-12953	19	8	election	election	NOUN
spir-12953	19	9	analyses	analysis	NOUN
spir-12953	19	10	going	go	VERB
spir-12953	19	11	back	back	ADV
spir-12953	19	12	almost	almost	ADV
spir-12953	19	13	a	a	PRON
spir-12953	19	14	decade	decade	NOUN
spir-12953	19	15	:	:	PUNCT
spir-12953	19	16	as	as	ADP
spir-12953	19	17	in	in	ADP
spir-12953	19	18	2013	2013	NUM
spir-12953	19	19	,	,	PUNCT
spir-12953	19	20	2016	2016	NUM
spir-12953	19	21	,	,	PUNCT
spir-12953	19	22	and	and	CCONJ
spir-12953	19	23	2019	2019	NUM
spir-12953	19	24	,	,	PUNCT
spir-12953	19	25	it	it	PRON
spir-12953	19	26	tracks	track	VERB
spir-12953	19	27	the	the	DET
spir-12953	19	28	twitter	twitter	NOUN
spir-12953	19	29	activities	activity	NOUN
spir-12953	19	30	of	of	ADP
spir-12953	19	31	all	all	DET
spir-12953	19	32	candidates	candidate	NOUN
spir-12953	19	33	,	,	PUNCT
spir-12953	19	34	as	as	ADV
spir-12953	19	35	well	well	ADV
spir-12953	19	36	as	as	ADP
spir-12953	19	37	the	the	DET
spir-12953	19	38	engagement	engagement	NOUN
spir-12953	19	39	they	they	PRON
spir-12953	19	40	receive	receive	VERB
spir-12953	19	41	from	from	ADP
spir-12953	19	42	other	other	ADJ
spir-12953	19	43	accounts	account	NOUN
spir-12953	19	44	,	,	PUNCT
spir-12953	19	45	but	but	CCONJ
spir-12953	19	46	in	in	ADP
spir-12953	19	47	a	a	DET
spir-12953	19	48	further	further	ADJ
spir-12953	19	49	adaptation	adaptation	NOUN
spir-12953	19	50	of	of	ADP
spir-12953	19	51	this	this	DET
spir-12953	19	52	approach	approach	NOUN
spir-12953	19	53	it	it	PRON
spir-12953	19	54	now	now	ADV
spir-12953	19	55	extends	extend	VERB
spir-12953	19	56	this	this	DET
spir-12953	19	57	analysis	analysis	NOUN
spir-12953	19	58	also	also	ADV
spir-12953	19	59	to	to	ADP
spir-12953	19	60	the	the	DET
spir-12953	19	61	activities	activity	NOUN
spir-12953	19	62	of	of	ADP
spir-12953	19	63	and	and	CCONJ
spir-12953	19	64	engagement	engagement	NOUN
spir-12953	19	65	with	with	ADP
spir-12953	19	66	the	the	DET
spir-12953	19	67	candidates	candidate	NOUN
spir-12953	19	68	’	’	PART
spir-12953	19	69	facebook	facebook	NOUN
spir-12953	19	70	pages	page	NOUN
spir-12953	19	71	.	.	PUNCT
spir-12953	20	1	by	by	ADP
spir-12953	20	2	assessing	assess	VERB
spir-12953	20	3	overall	overall	ADJ
spir-12953	20	4	posting	posting	NOUN
spir-12953	20	5	and	and	CCONJ
spir-12953	20	6	engagement	engagement	NOUN
spir-12953	20	7	patterns	pattern	NOUN
spir-12953	20	8	,	,	PUNCT
spir-12953	20	9	examining	examine	VERB
spir-12953	20	10	themes	theme	NOUN
spir-12953	20	11	in	in	ADP
spir-12953	20	12	posts	post	NOUN
spir-12953	20	13	and	and	CCONJ
spir-12953	20	14	responses	response	NOUN
spir-12953	20	15	,	,	PUNCT
spir-12953	20	16	and	and	CCONJ
spir-12953	20	17	identifying	identify	VERB
spir-12953	20	18	evidence	evidence	NOUN
spir-12953	20	19	of	of	ADP
spir-12953	20	20	organic	organic	ADJ
spir-12953	20	21	or	or	CCONJ
spir-12953	20	22	inauthentic	inauthentic	ADJ
spir-12953	20	23	coordinated	coordinated	ADJ
spir-12953	20	24	behaviours	behaviour	NOUN
spir-12953	20	25	,	,	PUNCT
spir-12953	20	26	the	the	DET
spir-12953	20	27	paper	paper	NOUN
spir-12953	20	28	offers	offer	VERB
spir-12953	20	29	a	a	DET
spir-12953	20	30	comprehensive	comprehensive	ADJ
spir-12953	20	31	overview	overview	NOUN
spir-12953	20	32	of	of	ADP
spir-12953	20	33	the	the	DET
spir-12953	20	34	social	social	ADJ
spir-12953	20	35	media	medium	NOUN
spir-12953	20	36	campaign	campaign	NOUN
spir-12953	20	37	in	in	ADP
spir-12953	20	38	the	the	DET
spir-12953	20	39	2022	2022	NUM
spir-12953	20	40	federal	federal	ADJ
spir-12953	20	41	election	election	NOUN
spir-12953	20	42	.	.	PUNCT
spir-12953	21	1	paper	paper	NOUN
spir-12953	21	2	4	4	NUM
spir-12953	21	3	,	,	PUNCT
spir-12953	21	4	finally	finally	ADV
spir-12953	21	5	,	,	PUNCT
spir-12953	21	6	again	again	ADV
spir-12953	21	7	complements	complement	VERB
spir-12953	21	8	the	the	DET
spir-12953	21	9	preceding	precede	VERB
spir-12953	21	10	study	study	NOUN
spir-12953	21	11	of	of	ADP
spir-12953	21	12	social	social	ADJ
spir-12953	21	13	media	medium	NOUN
spir-12953	21	14	activity	activity	NOUN
spir-12953	21	15	with	with	ADP
spir-12953	21	16	a	a	DET
spir-12953	21	17	detailed	detailed	ADJ
spir-12953	21	18	investigation	investigation	NOUN
spir-12953	21	19	of	of	ADP
spir-12953	21	20	political	political	ADJ
spir-12953	21	21	advertising	advertising	NOUN
spir-12953	21	22	practices	practice	NOUN
spir-12953	21	23	on	on	ADP
spir-12953	21	24	facebook	facebook	PROPN
spir-12953	21	25	.	.	PUNCT
spir-12953	22	1	this	this	PRON
spir-12953	22	2	takes	take	VERB
spir-12953	22	3	a	a	DET
spir-12953	22	4	twopronged	twopronged	ADJ
spir-12953	22	5	approach	approach	NOUN
spir-12953	22	6	:	:	PUNCT
spir-12953	22	7	using	use	VERB
spir-12953	22	8	the	the	DET
spir-12953	22	9	polidashboard	polidashboard	NOUN
spir-12953	22	10	tool	tool	NOUN
spir-12953	22	11	,	,	PUNCT
spir-12953	22	12	it	it	PRON
spir-12953	22	13	captures	capture	VERB
spir-12953	22	14	and	and	CCONJ
spir-12953	22	15	analyses	analyse	VERB
spir-12953	22	16	the	the	DET
spir-12953	22	17	political	political	ADJ
spir-12953	22	18	advertisements	advertisement	NOUN
spir-12953	22	19	revealed	reveal	VERB
spir-12953	22	20	by	by	ADP
spir-12953	22	21	facebook	facebook	PROPN
spir-12953	22	22	’s	’s	PART
spir-12953	22	23	own	own	ADJ
spir-12953	22	24	ad	ad	NOUN
spir-12953	22	25	library	library	NOUN
spir-12953	22	26	.	.	PUNCT
spir-12953	23	1	the	the	DET
spir-12953	23	2	paper	paper	NOUN
spir-12953	23	3	then	then	ADV
spir-12953	23	4	compares	compare	VERB
spir-12953	23	5	and	and	CCONJ
spir-12953	23	6	contrasts	contrast	VERB
spir-12953	23	7	this	this	DET
spir-12953	23	8	dataset	dataset	NOUN
spir-12953	23	9	with	with	ADP
spir-12953	23	10	the	the	DET
spir-12953	23	11	actual	actual	ADJ
spir-12953	23	12	political	political	ADJ
spir-12953	23	13	advertising	advertising	NOUN
spir-12953	23	14	encountered	encounter	VERB
spir-12953	23	15	by	by	ADP
spir-12953	23	16	volunteer	volunteer	NOUN
spir-12953	23	17	participants	participant	NOUN
spir-12953	23	18	in	in	ADP
spir-12953	23	19	the	the	DET
spir-12953	23	20	australian	australian	ADJ
spir-12953	23	21	ad	ad	NOUN
spir-12953	23	22	observatory	observatory	NOUN
spir-12953	23	23	,	,	PUNCT
spir-12953	23	24	a	a	DET
spir-12953	23	25	browser	browser	NOUN
spir-12953	23	26	-	-	PUNCT
spir-12953	23	27	side	side	NOUN
spir-12953	23	28	ad	ad	NOUN
spir-12953	23	29	tracking	tracking	NOUN
spir-12953	23	30	tool	tool	NOUN
spir-12953	23	31	that	that	PRON
spir-12953	23	32	builds	build	VERB
spir-12953	23	33	on	on	ADP
spir-12953	23	34	the	the	DET
spir-12953	23	35	infrastructure	infrastructure	NOUN
spir-12953	23	36	of	of	ADP
spir-12953	23	37	the	the	DET
spir-12953	23	38	nyu	nyu	PROPN
spir-12953	23	39	ad	ad	NOUN
spir-12953	23	40	observatory	observatory	NOUN
spir-12953	23	41	and	and	CCONJ
spir-12953	23	42	the	the	DET
spir-12953	23	43	propublica	propublica	PROPN
spir-12953	23	44	political	political	ADJ
spir-12953	23	45	ad	ad	NOUN
spir-12953	23	46	collector	collector	NOUN
spir-12953	23	47	.	.	PUNCT
spir-12953	24	1	this	this	PRON
spir-12953	24	2	especially	especially	ADV
spir-12953	24	3	enables	enable	VERB
spir-12953	24	4	the	the	DET
spir-12953	24	5	researchers	researcher	NOUN
spir-12953	24	6	to	to	PART
spir-12953	24	7	detect	detect	VERB
spir-12953	24	8	any	any	DET
spir-12953	24	9	advertising	advertising	NOUN
spir-12953	24	10	campaigns	campaign	NOUN
spir-12953	24	11	that	that	PRON
spir-12953	24	12	carry	carry	VERB
spir-12953	24	13	political	political	ADJ
spir-12953	24	14	messaging	messaging	NOUN
spir-12953	24	15	but	but	CCONJ
spir-12953	24	16	have	have	AUX
spir-12953	24	17	avoided	avoid	VERB
spir-12953	24	18	a	a	DET
spir-12953	24	19	classification	classification	NOUN
spir-12953	24	20	as	as	ADP
spir-12953	24	21	‘	'	PUNCT
spir-12953	24	22	political	political	ADJ
spir-12953	24	23	’	'	PUNCT
spir-12953	24	24	in	in	ADP
spir-12953	24	25	the	the	DET
spir-12953	24	26	ad	ad	NOUN
spir-12953	24	27	library	library	NOUN
spir-12953	24	28	.	.	PUNCT
spir-12953	25	1	in	in	ADP
spir-12953	25	2	combination	combination	NOUN
spir-12953	25	3	,	,	PUNCT
spir-12953	25	4	then	then	ADV
spir-12953	25	5	,	,	PUNCT
spir-12953	25	6	these	these	DET
spir-12953	25	7	four	four	NUM
spir-12953	25	8	papers	paper	NOUN
spir-12953	25	9	provide	provide	VERB
spir-12953	25	10	an	an	DET
spir-12953	25	11	in	in	ADP
spir-12953	25	12	-	-	PUNCT
spir-12953	25	13	depth	depth	NOUN
spir-12953	25	14	insight	insight	NOUN
spir-12953	25	15	into	into	ADP
spir-12953	25	16	contemporary	contemporary	ADJ
spir-12953	25	17	,	,	PUNCT
spir-12953	25	18	pandemic	pandemic	ADJ
spir-12953	25	19	-	-	PUNCT
spir-12953	25	20	era	era	NOUN
spir-12953	25	21	campaigning	campaigning	NOUN
spir-12953	25	22	practices	practice	NOUN
spir-12953	25	23	,	,	PUNCT
spir-12953	25	24	dynamics	dynamic	NOUN
spir-12953	25	25	,	,	PUNCT
spir-12953	25	26	and	and	CCONJ
spir-12953	25	27	themes	theme	NOUN
spir-12953	25	28	in	in	ADP
spir-12953	25	29	two	two	NUM
spir-12953	25	30	of	of	ADP
spir-12953	25	31	the	the	DET
spir-12953	25	32	most	most	ADV
spir-12953	25	33	recent	recent	ADJ
spir-12953	25	34	major	major	ADJ
spir-12953	25	35	national	national	ADJ
spir-12953	25	36	elections	election	NOUN
spir-12953	25	37	,	,	PUNCT
spir-12953	25	38	across	across	ADP
spir-12953	25	39	key	key	ADJ
spir-12953	25	40	social	social	ADJ
spir-12953	25	41	media	medium	NOUN
spir-12953	25	42	platforms	platform	NOUN
spir-12953	25	43	such	such	ADJ
spir-12953	25	44	as	as	ADP
spir-12953	25	45	facebook	facebook	NOUN
spir-12953	25	46	and	and	CCONJ
spir-12953	25	47	twitter	twitter	NOUN
spir-12953	25	48	,	,	PUNCT
spir-12953	25	49	and	and	CCONJ
spir-12953	25	50	take	take	VERB
spir-12953	25	51	into	into	ADP
spir-12953	25	52	account	account	NOUN
spir-12953	25	53	both	both	DET
spir-12953	25	54	organic	organic	ADJ
spir-12953	25	55	posting	posting	NOUN
spir-12953	25	56	activity	activity	NOUN
spir-12953	25	57	and	and	CCONJ
spir-12953	25	58	paid	pay	VERB
spir-12953	25	59	advertising	advertising	NOUN
spir-12953	25	60	efforts	effort	NOUN
spir-12953	25	61	.	.	PUNCT
spir-12953	26	1	they	they	PRON
spir-12953	26	2	make	make	VERB
spir-12953	26	3	a	a	DET
spir-12953	26	4	timely	timely	ADJ
spir-12953	26	5	contribution	contribution	NOUN
spir-12953	26	6	to	to	ADP
spir-12953	26	7	our	our	PRON
spir-12953	26	8	evolving	evolve	VERB
spir-12953	26	9	understanding	understanding	NOUN
spir-12953	26	10	of	of	ADP
spir-12953	26	11	political	political	ADJ
spir-12953	26	12	campaigning	campaigning	NOUN
spir-12953	26	13	on	on	ADP
spir-12953	26	14	social	social	ADJ
spir-12953	26	15	media	medium	NOUN
spir-12953	26	16	.	.	PUNCT
spir-12953	27	1	the	the	DET
spir-12953	27	2	extended	extended	ADJ
spir-12953	27	3	abstracts	abstract	NOUN
spir-12953	27	4	for	for	ADP
spir-12953	27	5	the	the	DET
spir-12953	27	6	four	four	NUM
spir-12953	27	7	individual	individual	ADJ
spir-12953	27	8	papers	paper	NOUN
spir-12953	27	9	follow	follow	VERB
spir-12953	27	10	on	on	ADP
spir-12953	27	11	the	the	DET
spir-12953	27	12	next	next	ADJ
spir-12953	27	13	pages	page	NOUN
spir-12953	27	14	.	.	PUNCT
spir-12953	28	1	paper	paper	NOUN
spir-12953	28	2	1	1	NUM
spir-12953	28	3	:	:	PUNCT
spir-12953	28	4	comparing	compare	VERB
spir-12953	28	5	political	political	ADJ
spir-12953	28	6	coverage	coverage	NOUN
spir-12953	28	7	on	on	ADP
spir-12953	28	8	twitter	twitter	NOUN
spir-12953	28	9	:	:	PUNCT
spir-12953	28	10	the	the	DET
spir-12953	28	11	german	german	ADJ
spir-12953	28	12	election	election	NOUN
spir-12953	28	13	campaign	campaign	NOUN
spir-12953	28	14	2021	2021	NUM
spir-12953	28	15	through	through	ADP
spir-12953	28	16	the	the	DET
spir-12953	28	17	lens	lens	NOUN
spir-12953	28	18	of	of	ADP
spir-12953	28	19	journalists	journalist	NOUN
spir-12953	28	20	and	and	CCONJ
spir-12953	28	21	politicians	politician	NOUN
spir-12953	28	22	nina	nina	PROPN
spir-12953	28	23	fabiola	fabiola	PROPN
spir-12953	28	24	schumacher	schumacher	PROPN
spir-12953	28	25	media	media	PROPN
spir-12953	28	26	studies	study	NOUN
spir-12953	28	27	,	,	PUNCT
spir-12953	28	28	trier	tri	ADJ
spir-12953	28	29	university	university	PROPN
spir-12953	28	30	moritz	moritz	PROPN
spir-12953	28	31	mathieu	mathieu	PROPN
spir-12953	28	32	media	media	PROPN
spir-12953	28	33	studies	study	NOUN
spir-12953	28	34	,	,	PUNCT
spir-12953	28	35	trier	tri	ADJ
spir-12953	28	36	university	university	PROPN
spir-12953	28	37	christian	christian	PROPN
spir-12953	28	38	nuernbergk	nuernbergk	PROPN
spir-12953	28	39	media	medium	NOUN
spir-12953	28	40	studies	study	NOUN
spir-12953	28	41	,	,	PUNCT
spir-12953	28	42	trier	tri	ADJ
spir-12953	28	43	university	university	NOUN
spir-12953	28	44	introduction	introduction	NOUN
spir-12953	28	45	&	&	CCONJ
spir-12953	28	46	research	research	NOUN
spir-12953	28	47	overview	overview	NOUN
spir-12953	28	48	since	since	SCONJ
spir-12953	28	49	the	the	DET
spir-12953	28	50	2013	2013	NUM
spir-12953	28	51	election	election	NOUN
spir-12953	28	52	,	,	PUNCT
spir-12953	28	53	social	social	ADJ
spir-12953	28	54	media	medium	NOUN
spir-12953	28	55	has	have	AUX
spir-12953	28	56	become	become	VERB
spir-12953	28	57	a	a	DET
spir-12953	28	58	common	common	ADJ
spir-12953	28	59	campaign	campaign	NOUN
spir-12953	28	60	practice	practice	NOUN
spir-12953	28	61	in	in	ADP
spir-12953	28	62	german	german	ADJ
spir-12953	28	63	campaign	campaign	NOUN
spir-12953	28	64	communication	communication	NOUN
spir-12953	28	65	.	.	PUNCT
spir-12953	29	1	the	the	DET
spir-12953	29	2	2017	2017	NUM
spir-12953	29	3	election	election	NOUN
spir-12953	29	4	is	be	AUX
spir-12953	29	5	considered	consider	VERB
spir-12953	29	6	the	the	DET
spir-12953	29	7	first	first	ADJ
spir-12953	29	8	digital	digital	ADJ
spir-12953	29	9	election	election	NOUN
spir-12953	29	10	in	in	ADP
spir-12953	29	11	which	which	PRON
spir-12953	29	12	a	a	DET
spir-12953	29	13	broad	broad	ADJ
spir-12953	29	14	range	range	NOUN
spir-12953	29	15	of	of	ADP
spir-12953	29	16	new	new	ADJ
spir-12953	29	17	formats	format	NOUN
spir-12953	29	18	was	be	AUX
spir-12953	29	19	experimented	experiment	VERB
spir-12953	29	20	with	with	ADP
spir-12953	29	21	and	and	CCONJ
spir-12953	29	22	used	use	VERB
spir-12953	29	23	for	for	ADP
spir-12953	29	24	professional	professional	ADJ
spir-12953	29	25	staging	staging	NOUN
spir-12953	29	26	and	and	CCONJ
spir-12953	29	27	“	"	PUNCT
spir-12953	29	28	image	image	NOUN
spir-12953	29	29	building	building	NOUN
spir-12953	29	30	”	"	PUNCT
spir-12953	29	31	(	(	PUNCT
spir-12953	29	32	holtz	holtz	NOUN
spir-12953	29	33	-	-	PUNCT
spir-12953	29	34	bacha	bacha	PROPN
spir-12953	29	35	2019	2019	NUM
spir-12953	29	36	)	)	PUNCT
spir-12953	29	37	.	.	PUNCT
spir-12953	30	1	the	the	DET
spir-12953	30	2	2021	2021	NUM
spir-12953	30	3	election	election	NOUN
spir-12953	30	4	has	have	AUX
spir-12953	30	5	been	be	AUX
spir-12953	30	6	dominated	dominate	VERB
spir-12953	30	7	by	by	ADP
spir-12953	30	8	the	the	DET
spir-12953	30	9	covid-19	covid-19	PROPN
spir-12953	30	10	pandemic	pandemic	NOUN
spir-12953	30	11	.	.	PUNCT
spir-12953	31	1	therefore	therefore	ADV
spir-12953	31	2	,	,	PUNCT
spir-12953	31	3	most	most	ADJ
spir-12953	31	4	political	political	ADJ
spir-12953	31	5	events	event	NOUN
spir-12953	31	6	and	and	CCONJ
spir-12953	31	7	discussions	discussion	NOUN
spir-12953	31	8	occurred	occur	VERB
spir-12953	31	9	online	online	ADV
spir-12953	31	10	.	.	PUNCT
spir-12953	32	1	new	new	ADJ
spir-12953	32	2	hybrid	hybrid	ADJ
spir-12953	32	3	formats	format	NOUN
spir-12953	32	4	have	have	AUX
spir-12953	32	5	emerged	emerge	VERB
spir-12953	32	6	.	.	PUNCT
spir-12953	33	1	thus	thus	ADV
spir-12953	33	2	,	,	PUNCT
spir-12953	33	3	the	the	DET
spir-12953	33	4	pandemic	pandemic	NOUN
spir-12953	33	5	has	have	AUX
spir-12953	33	6	accelerated	accelerate	VERB
spir-12953	33	7	digitalization	digitalization	NOUN
spir-12953	33	8	and	and	CCONJ
spir-12953	33	9	given	give	VERB
spir-12953	33	10	digital	digital	ADJ
spir-12953	33	11	debates	debate	NOUN
spir-12953	33	12	more	more	ADJ
spir-12953	33	13	impact	impact	NOUN
spir-12953	33	14	(	(	PUNCT
spir-12953	33	15	vowe	vowe	NOUN
spir-12953	33	16	2021	2021	NUM
spir-12953	33	17	)	)	PUNCT
spir-12953	33	18	.	.	PUNCT
spir-12953	34	1	nowadays	nowadays	ADV
spir-12953	34	2	,	,	PUNCT
spir-12953	34	3	web	web	NOUN
spir-12953	34	4	-	-	PUNCT
spir-12953	34	5	based	base	VERB
spir-12953	34	6	campaigns	campaign	NOUN
spir-12953	34	7	are	be	AUX
spir-12953	34	8	ubiquitous	ubiquitous	ADJ
spir-12953	34	9	,	,	PUNCT
spir-12953	34	10	accelerating	accelerate	VERB
spir-12953	34	11	the	the	DET
spir-12953	34	12	professionalization	professionalization	NOUN
spir-12953	34	13	of	of	ADP
spir-12953	34	14	elections	election	NOUN
spir-12953	34	15	and	and	CCONJ
spir-12953	34	16	campaigns	campaign	NOUN
spir-12953	34	17	,	,	PUNCT
spir-12953	34	18	which	which	PRON
spir-12953	34	19	include	include	VERB
spir-12953	34	20	and	and	CCONJ
spir-12953	34	21	request	request	VERB
spir-12953	34	22	active	active	ADJ
spir-12953	34	23	political	political	ADJ
spir-12953	34	24	participation	participation	NOUN
spir-12953	34	25	(	(	PUNCT
spir-12953	34	26	fitzpatrick	fitzpatrick	PROPN
spir-12953	34	27	&	&	CCONJ
spir-12953	34	28	jöst	jöst	PROPN
spir-12953	34	29	2021	2021	NUM
spir-12953	34	30	)	)	PUNCT
spir-12953	34	31	.	.	PUNCT
spir-12953	35	1	in	in	ADP
spir-12953	35	2	addition	addition	NOUN
spir-12953	35	3	to	to	ADP
spir-12953	35	4	its	its	PRON
spir-12953	35	5	widespread	widespread	ADJ
spir-12953	35	6	use	use	NOUN
spir-12953	35	7	among	among	ADP
spir-12953	35	8	political	political	ADJ
spir-12953	35	9	and	and	CCONJ
spir-12953	35	10	other	other	ADJ
spir-12953	35	11	societal	societal	ADJ
spir-12953	35	12	actors	actor	NOUN
spir-12953	35	13	,	,	PUNCT
spir-12953	35	14	twitter	twitter	NOUN
spir-12953	35	15	is	be	AUX
spir-12953	35	16	an	an	DET
spir-12953	35	17	integral	integral	ADJ
spir-12953	35	18	part	part	NOUN
spir-12953	35	19	of	of	ADP
spir-12953	35	20	journalistic	journalistic	ADJ
spir-12953	35	21	practice	practice	NOUN
spir-12953	35	22	(	(	PUNCT
spir-12953	35	23	molyneux	molyneux	PROPN
spir-12953	35	24	&	&	CCONJ
spir-12953	35	25	mourão	mourão	PROPN
spir-12953	35	26	2019	2019	NUM
spir-12953	35	27	)	)	PUNCT
spir-12953	35	28	to	to	PART
spir-12953	35	29	obtain	obtain	VERB
spir-12953	35	30	and	and	CCONJ
spir-12953	35	31	distribute	distribute	VERB
spir-12953	35	32	news	news	NOUN
spir-12953	35	33	and	and	CCONJ
spir-12953	35	34	information	information	NOUN
spir-12953	35	35	in	in	ADP
spir-12953	35	36	real	real	ADJ
spir-12953	35	37	-	-	PUNCT
spir-12953	35	38	time	time	NOUN
spir-12953	35	39	,	,	PUNCT
spir-12953	35	40	to	to	PART
spir-12953	35	41	connect	connect	VERB
spir-12953	35	42	with	with	ADP
spir-12953	35	43	other	other	ADJ
spir-12953	35	44	users	user	NOUN
spir-12953	35	45	,	,	PUNCT
spir-12953	35	46	or	or	CCONJ
spir-12953	35	47	to	to	PART
spir-12953	35	48	monitor	monitor	VERB
spir-12953	35	49	what	what	PRON
spir-12953	35	50	they	they	PRON
spir-12953	35	51	say	say	VERB
spir-12953	35	52	.	.	PUNCT
spir-12953	36	1	twitter	twitter	NOUN
spir-12953	36	2	is	be	AUX
spir-12953	36	3	part	part	NOUN
spir-12953	36	4	of	of	ADP
spir-12953	36	5	a	a	DET
spir-12953	36	6	hybrid	hybrid	ADJ
spir-12953	36	7	and	and	CCONJ
spir-12953	36	8	multimodal	multimodal	ADJ
spir-12953	36	9	communication	communication	NOUN
spir-12953	36	10	environment	environment	NOUN
spir-12953	36	11	that	that	PRON
spir-12953	36	12	has	have	AUX
spir-12953	36	13	eroded	erode	VERB
spir-12953	36	14	the	the	DET
spir-12953	36	15	monopoly	monopoly	NOUN
spir-12953	36	16	on	on	ADP
spir-12953	36	17	public	public	ADJ
spir-12953	36	18	information	information	NOUN
spir-12953	36	19	once	once	ADV
spir-12953	36	20	held	hold	VERB
spir-12953	36	21	by	by	ADP
spir-12953	36	22	news	news	NOUN
spir-12953	36	23	media	medium	NOUN
spir-12953	36	24	professionals	professional	NOUN
spir-12953	36	25	(	(	PUNCT
spir-12953	36	26	chadwick	chadwick	PROPN
spir-12953	36	27	2017	2017	NUM
spir-12953	36	28	)	)	PUNCT
spir-12953	36	29	.	.	PUNCT
spir-12953	37	1	consequently	consequently	ADV
spir-12953	37	2	,	,	PUNCT
spir-12953	37	3	twitter	twitter	NOUN
spir-12953	37	4	use	use	NOUN
spir-12953	37	5	by	by	ADP
spir-12953	37	6	political	political	ADJ
spir-12953	37	7	-	-	PUNCT
spir-12953	37	8	media	medium	NOUN
spir-12953	37	9	actors	actor	NOUN
spir-12953	37	10	affects	affect	VERB
spir-12953	37	11	information	information	NOUN
spir-12953	37	12	flows	flow	NOUN
spir-12953	37	13	,	,	PUNCT
spir-12953	37	14	news	news	NOUN
spir-12953	37	15	production	production	NOUN
spir-12953	37	16	routines	routine	NOUN
spir-12953	37	17	,	,	PUNCT
spir-12953	37	18	agenda	agenda	NOUN
spir-12953	37	19	setting	setting	NOUN
spir-12953	37	20	,	,	PUNCT
spir-12953	37	21	framing	frame	VERB
spir-12953	37	22	processes	process	NOUN
spir-12953	37	23	,	,	PUNCT
spir-12953	37	24	and	and	CCONJ
spir-12953	37	25	the	the	DET
spir-12953	37	26	relationship	relationship	NOUN
spir-12953	37	27	of	of	ADP
spir-12953	37	28	journalists	journalist	NOUN
spir-12953	37	29	and	and	CCONJ
spir-12953	37	30	politicians	politician	NOUN
spir-12953	37	31	(	(	PUNCT
spir-12953	37	32	broersma	broersma	PROPN
spir-12953	37	33	&	&	CCONJ
spir-12953	37	34	graham	graham	PROPN
spir-12953	37	35	2015	2015	NUM
spir-12953	37	36	)	)	PUNCT
spir-12953	37	37	.	.	PUNCT
spir-12953	38	1	the	the	DET
spir-12953	38	2	body	body	NOUN
spir-12953	38	3	of	of	ADP
spir-12953	38	4	available	available	ADJ
spir-12953	38	5	research	research	NOUN
spir-12953	38	6	regarding	regard	VERB
spir-12953	38	7	campaign	campaign	NOUN
spir-12953	38	8	patterns	pattern	NOUN
spir-12953	38	9	on	on	ADP
spir-12953	38	10	twitter	twitter	NOUN
spir-12953	38	11	is	be	AUX
spir-12953	38	12	substantive	substantive	ADJ
spir-12953	38	13	(	(	PUNCT
spir-12953	38	14	corchia	corchia	NOUN
spir-12953	38	15	2019	2019	NUM
spir-12953	38	16	;	;	PUNCT
spir-12953	38	17	jungherr	jungherr	NOUN
spir-12953	38	18	2015	2015	NUM
spir-12953	38	19	)	)	PUNCT
spir-12953	38	20	.	.	PUNCT
spir-12953	39	1	various	various	ADJ
spir-12953	39	2	studies	study	NOUN
spir-12953	39	3	indicate	indicate	VERB
spir-12953	39	4	how	how	SCONJ
spir-12953	39	5	and	and	CCONJ
spir-12953	39	6	to	to	ADP
spir-12953	39	7	what	what	DET
spir-12953	39	8	extent	extent	NOUN
spir-12953	39	9	politicians	politician	NOUN
spir-12953	39	10	use	use	VERB
spir-12953	39	11	microblogging	microblogge	VERB
spir-12953	39	12	by	by	ADP
spir-12953	39	13	exploring	explore	VERB
spir-12953	39	14	party	party	NOUN
spir-12953	39	15	differences	difference	NOUN
spir-12953	39	16	(	(	PUNCT
spir-12953	39	17	larsson	larsson	PROPN
spir-12953	39	18	2017	2017	NUM
spir-12953	39	19	)	)	PUNCT
spir-12953	39	20	.	.	PUNCT
spir-12953	40	1	however	however	ADV
spir-12953	40	2	,	,	PUNCT
spir-12953	40	3	research	research	NOUN
spir-12953	40	4	comparing	compare	VERB
spir-12953	40	5	election	election	NOUN
spir-12953	40	6	and	and	CCONJ
spir-12953	40	7	non	non	ADJ
spir-12953	40	8	-	-	ADJ
spir-12953	40	9	election	election	ADJ
spir-12953	40	10	campaign	campaign	NOUN
spir-12953	40	11	periods	period	NOUN
spir-12953	40	12	(	(	PUNCT
spir-12953	40	13	e.g.	e.g.	ADV
spir-12953	40	14	,	,	PUNCT
spir-12953	40	15	nuernbergk	nuernbergk	PROPN
spir-12953	40	16	&	&	CCONJ
spir-12953	40	17	conrad	conrad	PROPN
spir-12953	40	18	2016	2016	NUM
spir-12953	40	19	)	)	PUNCT
spir-12953	40	20	is	be	AUX
spir-12953	40	21	less	less	ADV
spir-12953	40	22	prominent	prominent	ADJ
spir-12953	40	23	.	.	PUNCT
spir-12953	41	1	concerning	concern	VERB
spir-12953	41	2	political	political	ADJ
spir-12953	41	3	coverage	coverage	NOUN
spir-12953	41	4	,	,	PUNCT
spir-12953	41	5	studies	study	NOUN
spir-12953	41	6	primarily	primarily	ADV
spir-12953	41	7	focus	focus	VERB
spir-12953	41	8	on	on	ADP
spir-12953	41	9	traditional	traditional	ADJ
spir-12953	41	10	media	medium	NOUN
spir-12953	41	11	channels	channel	NOUN
spir-12953	41	12	(	(	PUNCT
spir-12953	41	13	leidecker	leidecker	NOUN
spir-12953	41	14	-	-	PUNCT
spir-12953	41	15	sandmann	sandmann	PROPN
spir-12953	41	16	&	&	CCONJ
spir-12953	41	17	wilke	wilke	PROPN
spir-12953	41	18	2019	2019	NUM
spir-12953	41	19	)	)	PUNCT
spir-12953	41	20	or	or	CCONJ
spir-12953	41	21	behavior	behavior	NOUN
spir-12953	41	22	of	of	ADP
spir-12953	41	23	journalists	journalist	NOUN
spir-12953	41	24	during	during	ADP
spir-12953	41	25	campaign	campaign	NOUN
spir-12953	41	26	events	event	NOUN
spir-12953	41	27	(	(	PUNCT
spir-12953	41	28	mourão	mourão	NOUN
spir-12953	41	29	2015	2015	NUM
spir-12953	41	30	)	)	PUNCT
spir-12953	41	31	.	.	PUNCT
spir-12953	42	1	that	that	PRON
spir-12953	42	2	said	say	VERB
spir-12953	42	3	,	,	PUNCT
spir-12953	42	4	research	research	NOUN
spir-12953	42	5	comparing	compare	VERB
spir-12953	42	6	journalists	journalist	NOUN
spir-12953	42	7	and	and	CCONJ
spir-12953	42	8	candidates	candidate	NOUN
spir-12953	42	9	/	/	SYM
spir-12953	42	10	mps	mps	PROPN
spir-12953	42	11	seems	seem	VERB
spir-12953	42	12	particularly	particularly	ADV
spir-12953	42	13	rare	rare	ADJ
spir-12953	42	14	(	(	PUNCT
spir-12953	42	15	corchia	corchia	NOUN
spir-12953	42	16	2019	2019	NUM
spir-12953	42	17	)	)	PUNCT
spir-12953	42	18	.	.	PUNCT
spir-12953	43	1	thus	thus	ADV
spir-12953	43	2	,	,	PUNCT
spir-12953	43	3	this	this	DET
spir-12953	43	4	study	study	NOUN
spir-12953	43	5	will	will	AUX
spir-12953	43	6	examine	examine	VERB
spir-12953	43	7	sitting	sit	VERB
spir-12953	43	8	german	german	ADJ
spir-12953	43	9	mps	mp	NOUN
spir-12953	43	10	and	and	CCONJ
spir-12953	43	11	journalists	journalist	NOUN
spir-12953	43	12	registered	register	VERB
spir-12953	43	13	in	in	ADP
spir-12953	43	14	the	the	DET
spir-12953	43	15	federal	federal	ADJ
spir-12953	43	16	press	press	NOUN
spir-12953	43	17	conference	conference	NOUN
spir-12953	43	18	(	(	PUNCT
spir-12953	43	19	bpk	bpk	PROPN
spir-12953	43	20	)	)	PUNCT
spir-12953	43	21	through	through	ADP
spir-12953	43	22	a	a	DET
spir-12953	43	23	comparative	comparative	ADJ
spir-12953	43	24	analysis	analysis	NOUN
spir-12953	43	25	of	of	ADP
spir-12953	43	26	their	their	PRON
spir-12953	43	27	twitter	twitter	NOUN
spir-12953	43	28	updates	update	NOUN
spir-12953	43	29	and	and	CCONJ
spir-12953	43	30	interactions	interaction	NOUN
spir-12953	43	31	during	during	ADP
spir-12953	43	32	the	the	DET
spir-12953	43	33	2021	2021	NUM
spir-12953	43	34	election	election	NOUN
spir-12953	43	35	.	.	PUNCT
spir-12953	44	1	in	in	ADP
spir-12953	44	2	particular	particular	ADJ
spir-12953	44	3	,	,	PUNCT
spir-12953	44	4	the	the	DET
spir-12953	44	5	following	follow	VERB
spir-12953	44	6	research	research	NOUN
spir-12953	44	7	questions	question	NOUN
spir-12953	44	8	guide	guide	VERB
spir-12953	44	9	this	this	DET
spir-12953	44	10	comparison	comparison	NOUN
spir-12953	44	11	of	of	ADP
spir-12953	44	12	journalists	journalist	NOUN
spir-12953	44	13	and	and	CCONJ
spir-12953	44	14	mps	mp	NOUN
spir-12953	44	15	:	:	PUNCT
spir-12953	44	16	●	●	PUNCT
spir-12953	44	17	rq1	rq1	NOUN
spir-12953	44	18	:	:	PUNCT
spir-12953	44	19	how	how	SCONJ
spir-12953	44	20	do	do	AUX
spir-12953	44	21	the	the	DET
spir-12953	44	22	twitter	twitter	NOUN
spir-12953	44	23	activity	activity	NOUN
spir-12953	44	24	patterns	pattern	NOUN
spir-12953	44	25	evolve	evolve	VERB
spir-12953	44	26	in	in	ADP
spir-12953	44	27	both	both	DET
spir-12953	44	28	groups	group	NOUN
spir-12953	44	29	and	and	CCONJ
spir-12953	44	30	what	what	DET
spir-12953	44	31	campaign	campaign	NOUN
spir-12953	44	32	references	reference	NOUN
spir-12953	44	33	do	do	AUX
spir-12953	44	34	they	they	PRON
spir-12953	44	35	exhibit	exhibit	VERB
spir-12953	44	36	?	?	PUNCT
spir-12953	45	1	●	●	NUM
spir-12953	45	2	rq2	rq2	NOUN
spir-12953	45	3	:	:	PUNCT
spir-12953	45	4	how	how	SCONJ
spir-12953	45	5	do	do	AUX
spir-12953	45	6	both	both	DET
spir-12953	45	7	groups	group	NOUN
spir-12953	45	8	refer	refer	VERB
spir-12953	45	9	to	to	ADP
spir-12953	45	10	and	and	CCONJ
spir-12953	45	11	evaluate	evaluate	VERB
spir-12953	45	12	leading	lead	VERB
spir-12953	45	13	candidates	candidate	NOUN
spir-12953	45	14	?	?	PUNCT
spir-12953	46	1	●	●	PUNCT
spir-12953	46	2	rq3	rq3	NOUN
spir-12953	46	3	:	:	PUNCT
spir-12953	46	4	to	to	ADP
spir-12953	46	5	what	what	DET
spir-12953	46	6	extent	extent	NOUN
spir-12953	46	7	do	do	AUX
spir-12953	46	8	both	both	DET
spir-12953	46	9	groups	group	NOUN
spir-12953	46	10	refer	refer	VERB
spir-12953	46	11	to	to	ADP
spir-12953	46	12	non	non	ADJ
spir-12953	46	13	-	-	ADJ
spir-12953	46	14	campaign	campaign	ADJ
spir-12953	46	15	topics	topic	NOUN
spir-12953	46	16	or	or	CCONJ
spir-12953	46	17	comment	comment	NOUN
spir-12953	46	18	on	on	ADP
spir-12953	46	19	more	more	ADV
spir-12953	46	20	permanent	permanent	ADJ
spir-12953	46	21	issues	issue	NOUN
spir-12953	46	22	(	(	PUNCT
spir-12953	46	23	such	such	ADJ
spir-12953	46	24	as	as	ADP
spir-12953	46	25	the	the	DET
spir-12953	46	26	pandemic	pandemic	NOUN
spir-12953	46	27	)	)	PUNCT
spir-12953	46	28	?	?	PUNCT
spir-12953	47	1	●	●	PUNCT
spir-12953	47	2	rq4	rq4	NOUN
spir-12953	47	3	:	:	PUNCT
spir-12953	47	4	with	with	ADP
spir-12953	47	5	whom	whom	PRON
spir-12953	47	6	do	do	AUX
spir-12953	47	7	both	both	DET
spir-12953	47	8	groups	group	NOUN
spir-12953	47	9	interact	interact	VERB
spir-12953	47	10	and	and	CCONJ
spir-12953	47	11	in	in	ADP
spir-12953	47	12	what	what	PRON
spir-12953	47	13	structural	structural	ADJ
spir-12953	47	14	network	network	NOUN
spir-12953	47	15	patterns	pattern	NOUN
spir-12953	47	16	does	do	AUX
spir-12953	47	17	this	this	DET
spir-12953	47	18	result	result	VERB
spir-12953	47	19	?	?	PUNCT
spir-12953	48	1	we	we	PRON
spir-12953	48	2	answer	answer	VERB
spir-12953	48	3	all	all	DET
spir-12953	48	4	rqs	rqs	NOUN
spir-12953	48	5	by	by	ADP
spir-12953	48	6	comparing	compare	VERB
spir-12953	48	7	a	a	DET
spir-12953	48	8	pre	pre	ADJ
spir-12953	48	9	-	-	ADJ
spir-12953	48	10	campaign	campaign	ADJ
spir-12953	48	11	period	period	NOUN
spir-12953	48	12	and	and	CCONJ
spir-12953	48	13	a	a	DET
spir-12953	48	14	campaign	campaign	NOUN
spir-12953	48	15	period	period	NOUN
spir-12953	48	16	.	.	PUNCT
spir-12953	49	1	we	we	PRON
spir-12953	49	2	will	will	AUX
spir-12953	49	3	also	also	ADV
spir-12953	49	4	highlight	highlight	VERB
spir-12953	49	5	differences	difference	NOUN
spir-12953	49	6	by	by	ADP
spir-12953	49	7	party	party	NOUN
spir-12953	49	8	affiliation	affiliation	NOUN
spir-12953	49	9	and	and	CCONJ
spir-12953	49	10	sectoral	sectoral	ADJ
spir-12953	49	11	differences	difference	NOUN
spir-12953	49	12	(	(	PUNCT
spir-12953	49	13	commercial	commercial	ADJ
spir-12953	49	14	vs.	vs.	ADP
spir-12953	49	15	public	public	ADJ
spir-12953	49	16	service	service	NOUN
spir-12953	49	17	media	medium	NOUN
spir-12953	49	18	)	)	PUNCT
spir-12953	49	19	.	.	PUNCT
spir-12953	50	1	data	data	PROPN
spir-12953	50	2	&	&	CCONJ
spir-12953	50	3	methodology	methodology	NOUN
spir-12953	50	4	for	for	ADP
spir-12953	50	5	this	this	DET
spir-12953	50	6	study	study	NOUN
spir-12953	50	7	,	,	PUNCT
spir-12953	50	8	we	we	PRON
spir-12953	50	9	followed	follow	VERB
spir-12953	50	10	an	an	DET
spir-12953	50	11	accounts	account	NOUN
spir-12953	50	12	-	-	PUNCT
spir-12953	50	13	centered	center	VERB
spir-12953	50	14	approach	approach	NOUN
spir-12953	50	15	;	;	PUNCT
spir-12953	50	16	our	our	PRON
spir-12953	50	17	monitoring	monitoring	NOUN
spir-12953	50	18	of	of	ADP
spir-12953	50	19	both	both	DET
spir-12953	50	20	account	account	NOUN
spir-12953	50	21	groups	group	NOUN
spir-12953	50	22	lasted	last	VERB
spir-12953	50	23	from	from	ADP
spir-12953	50	24	may	may	PROPN
spir-12953	50	25	to	to	ADP
spir-12953	50	26	september	september	PROPN
spir-12953	50	27	2021	2021	NUM
spir-12953	50	28	.	.	PUNCT
spir-12953	51	1	first	first	ADV
spir-12953	51	2	,	,	PUNCT
spir-12953	51	3	we	we	PRON
spir-12953	51	4	searched	search	VERB
spir-12953	51	5	the	the	DET
spir-12953	51	6	bpk	bpk	NOUN
spir-12953	51	7	directory	directory	NOUN
spir-12953	51	8	and	and	CCONJ
spir-12953	51	9	the	the	DET
spir-12953	51	10	german	german	ADJ
spir-12953	51	11	bundestag	bundestag	NOUN
spir-12953	51	12	for	for	ADP
spir-12953	51	13	twitter	twitter	NOUN
spir-12953	51	14	accounts	account	NOUN
spir-12953	51	15	and	and	CCONJ
spir-12953	51	16	user	user	NOUN
spir-12953	51	17	ids	id	NOUN
spir-12953	51	18	,	,	PUNCT
spir-12953	51	19	which	which	PRON
spir-12953	51	20	were	be	AUX
spir-12953	51	21	needed	need	VERB
spir-12953	51	22	for	for	ADP
spir-12953	51	23	api	api	NOUN
spir-12953	51	24	-	-	PUNCT
spir-12953	51	25	based	base	VERB
spir-12953	51	26	tracking	tracking	NOUN
spir-12953	51	27	.	.	PUNCT
spir-12953	52	1	second	second	ADJ
spir-12953	52	2	,	,	PUNCT
spir-12953	52	3	we	we	PRON
spir-12953	52	4	tracked	track	VERB
spir-12953	52	5	mps	mp	NOUN
spir-12953	52	6	and	and	CCONJ
spir-12953	52	7	journalists	journalist	NOUN
spir-12953	52	8	continuously	continuously	ADV
spir-12953	52	9	using	use	VERB
spir-12953	52	10	the	the	DET
spir-12953	52	11	dmi	dmi	PROPN
spir-12953	52	12	tcat	tcat	NOUN
spir-12953	52	13	(	(	PUNCT
spir-12953	52	14	borra	borra	PROPN
spir-12953	52	15	&	&	CCONJ
spir-12953	52	16	rieder	rieder	NOUN
spir-12953	52	17	2014	2014	NUM
spir-12953	52	18	)	)	PUNCT
spir-12953	52	19	.	.	PUNCT
spir-12953	53	1	the	the	DET
spir-12953	53	2	german	german	ADJ
spir-12953	53	3	election	election	NOUN
spir-12953	53	4	took	take	VERB
spir-12953	53	5	place	place	NOUN
spir-12953	53	6	on	on	ADP
spir-12953	53	7	september	september	PROPN
spir-12953	53	8	26th	26th	NOUN
spir-12953	53	9	.	.	PUNCT
spir-12953	54	1	specifically	specifically	ADV
spir-12953	54	2	,	,	PUNCT
spir-12953	54	3	we	we	PRON
spir-12953	54	4	examine	examine	VERB
spir-12953	54	5	the	the	DET
spir-12953	54	6	periods	period	NOUN
spir-12953	54	7	pre	pre	ADJ
spir-12953	54	8	-	-	NOUN
spir-12953	54	9	campaign	campaign	ADJ
spir-12953	54	10	(	(	PUNCT
spir-12953	54	11	24.5.–8.8.21	24.5.–8.8.21	NUM
spir-12953	54	12	)	)	PUNCT
spir-12953	54	13	and	and	CCONJ
spir-12953	54	14	campaign	campaign	NOUN
spir-12953	54	15	(	(	PUNCT
spir-12953	54	16	9.8.–27.9.21	9.8.–27.9.21	NUM
spir-12953	54	17	)	)	PUNCT
spir-12953	54	18	.	.	PUNCT
spir-12953	55	1	thus	thus	ADV
spir-12953	55	2	,	,	PUNCT
spir-12953	55	3	the	the	DET
spir-12953	55	4	campaign	campaign	NOUN
spir-12953	55	5	period	period	NOUN
spir-12953	55	6	comprises	comprise	VERB
spir-12953	55	7	six	six	NUM
spir-12953	55	8	weeks	week	NOUN
spir-12953	55	9	before	before	ADP
spir-12953	55	10	the	the	DET
spir-12953	55	11	election	election	NOUN
spir-12953	55	12	,	,	PUNCT
spir-12953	55	13	the	the	DET
spir-12953	55	14	election	election	NOUN
spir-12953	55	15	day	day	NOUN
spir-12953	55	16	,	,	PUNCT
spir-12953	55	17	and	and	CCONJ
spir-12953	55	18	the	the	DET
spir-12953	55	19	day	day	NOUN
spir-12953	55	20	afterward	afterward	ADV
spir-12953	55	21	.	.	PUNCT
spir-12953	56	1	we	we	PRON
spir-12953	56	2	grouped	group	VERB
spir-12953	56	3	journalists	journalist	NOUN
spir-12953	56	4	according	accord	VERB
spir-12953	56	5	to	to	ADP
spir-12953	56	6	their	their	PRON
spir-12953	56	7	sectoral	sectoral	ADJ
spir-12953	56	8	affiliation	affiliation	NOUN
spir-12953	56	9	and	and	CCONJ
spir-12953	56	10	mps	mp	NOUN
spir-12953	56	11	according	accord	VERB
spir-12953	56	12	to	to	ADP
spir-12953	56	13	their	their	PRON
spir-12953	56	14	political	political	ADJ
spir-12953	56	15	party	party	NOUN
spir-12953	56	16	.	.	PUNCT
spir-12953	57	1	we	we	PRON
spir-12953	57	2	combine	combine	VERB
spir-12953	57	3	the	the	DET
spir-12953	57	4	tracking	tracking	NOUN
spir-12953	57	5	data	datum	NOUN
spir-12953	57	6	with	with	ADP
spir-12953	57	7	this	this	DET
spir-12953	57	8	information	information	NOUN
spir-12953	57	9	.	.	PUNCT
spir-12953	58	1	beyond	beyond	ADP
spir-12953	58	2	analyzing	analyze	VERB
spir-12953	58	3	the	the	DET
spir-12953	58	4	activity	activity	NOUN
spir-12953	58	5	patterns	pattern	NOUN
spir-12953	58	6	and	and	CCONJ
spir-12953	58	7	typical	typical	ADJ
spir-12953	58	8	statistics	statistic	NOUN
spir-12953	58	9	,	,	PUNCT
spir-12953	58	10	we	we	PRON
spir-12953	58	11	also	also	ADV
spir-12953	58	12	conduct	conduct	VERB
spir-12953	58	13	a	a	DET
spir-12953	58	14	network	network	NOUN
spir-12953	58	15	analysis	analysis	NOUN
spir-12953	58	16	.	.	PUNCT
spir-12953	59	1	therefore	therefore	ADV
spir-12953	59	2	,	,	PUNCT
spir-12953	59	3	we	we	PRON
spir-12953	59	4	computed	compute	VERB
spir-12953	59	5	network	network	NOUN
spir-12953	59	6	graphs	graph	NOUN
spir-12953	59	7	based	base	VERB
spir-12953	59	8	on	on	ADP
spir-12953	59	9	@mentions	@mentions	PROPN
spir-12953	59	10	and	and	CCONJ
spir-12953	59	11	compared	compare	VERB
spir-12953	59	12	them	they	PRON
spir-12953	59	13	for	for	ADP
spir-12953	59	14	both	both	PRON
spir-12953	59	15	groups	group	NOUN
spir-12953	59	16	/	/	SYM
spir-12953	59	17	periods	period	NOUN
spir-12953	59	18	.	.	PUNCT
spir-12953	60	1	we	we	PRON
spir-12953	60	2	look	look	VERB
spir-12953	60	3	at	at	ADP
spir-12953	60	4	differences	difference	NOUN
spir-12953	60	5	between	between	ADP
spir-12953	60	6	actor	actor	NOUN
spir-12953	60	7	types	type	NOUN
spir-12953	60	8	within	within	ADP
spir-12953	60	9	these	these	DET
spir-12953	60	10	networks	network	NOUN
spir-12953	60	11	and	and	CCONJ
spir-12953	60	12	focus	focus	VERB
spir-12953	60	13	on	on	ADP
spir-12953	60	14	network	network	NOUN
spir-12953	60	15	authorities	authority	NOUN
spir-12953	60	16	and	and	CCONJ
spir-12953	60	17	centralization	centralization	NOUN
spir-12953	60	18	patterns	pattern	NOUN
spir-12953	60	19	.	.	PUNCT
spir-12953	61	1	furthermore	furthermore	ADV
spir-12953	61	2	,	,	PUNCT
spir-12953	61	3	we	we	PRON
spir-12953	61	4	conduct	conduct	VERB
spir-12953	61	5	a	a	DET
spir-12953	61	6	quantitative	quantitative	ADJ
spir-12953	61	7	content	content	NOUN
spir-12953	61	8	analysis	analysis	NOUN
spir-12953	61	9	of	of	ADP
spir-12953	61	10	tweets	tweet	NOUN
spir-12953	61	11	mentioning	mention	VERB
spir-12953	61	12	leading	lead	VERB
spir-12953	61	13	candidates	candidate	NOUN
spir-12953	61	14	.	.	PUNCT
spir-12953	62	1	using	use	VERB
spir-12953	62	2	a	a	DET
spir-12953	62	3	random	random	ADJ
spir-12953	62	4	selection	selection	NOUN
spir-12953	62	5	of	of	ADP
spir-12953	62	6	these	these	DET
spir-12953	62	7	tweets	tweet	NOUN
spir-12953	62	8	(	(	PUNCT
spir-12953	62	9	n=800	n=800	NOUN
spir-12953	62	10	)	)	PUNCT
spir-12953	62	11	,	,	PUNCT
spir-12953	62	12	we	we	PRON
spir-12953	62	13	will	will	AUX
spir-12953	62	14	clarify	clarify	VERB
spir-12953	62	15	how	how	SCONJ
spir-12953	62	16	mps	mp	NOUN
spir-12953	62	17	and	and	CCONJ
spir-12953	62	18	journalists	journalist	NOUN
spir-12953	62	19	evaluate	evaluate	VERB
spir-12953	62	20	and	and	CCONJ
spir-12953	62	21	comment	comment	VERB
spir-12953	62	22	on	on	ADP
spir-12953	62	23	campaign	campaign	NOUN
spir-12953	62	24	leaders	leader	NOUN
spir-12953	62	25	in	in	ADP
spir-12953	62	26	their	their	PRON
spir-12953	62	27	tweets	tweet	NOUN
spir-12953	62	28	.	.	PUNCT
spir-12953	63	1	we	we	PRON
spir-12953	63	2	expect	expect	VERB
spir-12953	63	3	that	that	SCONJ
spir-12953	63	4	political	political	ADJ
spir-12953	63	5	commentators	commentator	NOUN
spir-12953	63	6	will	will	AUX
spir-12953	63	7	differ	differ	VERB
spir-12953	63	8	widely	widely	ADV
spir-12953	63	9	from	from	ADP
spir-12953	63	10	political	political	ADJ
spir-12953	63	11	actors	actor	NOUN
spir-12953	63	12	in	in	ADP
spir-12953	63	13	terms	term	NOUN
spir-12953	63	14	of	of	ADP
spir-12953	63	15	direct	direct	ADJ
spir-12953	63	16	support	support	NOUN
spir-12953	63	17	.	.	PUNCT
spir-12953	64	1	however	however	ADV
spir-12953	64	2	,	,	PUNCT
spir-12953	64	3	twitter	twitter	NOUN
spir-12953	64	4	constitutes	constitute	VERB
spir-12953	64	5	a	a	DET
spir-12953	64	6	space	space	NOUN
spir-12953	64	7	where	where	SCONJ
spir-12953	64	8	boundaries	boundary	NOUN
spir-12953	64	9	are	be	AUX
spir-12953	64	10	blurry	blurry	ADJ
spir-12953	64	11	and	and	CCONJ
spir-12953	64	12	even	even	ADV
spir-12953	64	13	journalists	journalist	NOUN
spir-12953	64	14	take	take	VERB
spir-12953	64	15	on	on	ADP
spir-12953	64	16	a	a	DET
spir-12953	64	17	more	more	ADV
spir-12953	64	18	activist	activist	ADJ
spir-12953	64	19	stance	stance	NOUN
spir-12953	64	20	or	or	CCONJ
spir-12953	64	21	exhibit	exhibit	VERB
spir-12953	64	22	snarky	snarky	ADJ
spir-12953	64	23	comments	comment	NOUN
spir-12953	64	24	(	(	PUNCT
spir-12953	64	25	mourão	mourão	PROPN
spir-12953	64	26	2015	2015	NUM
spir-12953	64	27	)	)	PUNCT
spir-12953	64	28	.	.	PUNCT
spir-12953	65	1	by	by	ADP
spir-12953	65	2	considering	consider	VERB
spir-12953	65	3	both	both	CCONJ
spir-12953	65	4	groups	group	NOUN
spir-12953	65	5	and	and	CCONJ
spir-12953	65	6	different	different	ADJ
spir-12953	65	7	phases	phase	NOUN
spir-12953	65	8	in	in	ADP
spir-12953	65	9	the	the	DET
spir-12953	65	10	election	election	NOUN
spir-12953	65	11	campaign	campaign	NOUN
spir-12953	65	12	communication	communication	NOUN
spir-12953	65	13	on	on	ADP
spir-12953	65	14	twitter	twitter	NOUN
spir-12953	65	15	,	,	PUNCT
spir-12953	65	16	our	our	PRON
spir-12953	65	17	study	study	NOUN
spir-12953	65	18	contributes	contribute	VERB
spir-12953	65	19	to	to	ADP
spir-12953	65	20	the	the	DET
spir-12953	65	21	comprehension	comprehension	NOUN
spir-12953	65	22	of	of	ADP
spir-12953	65	23	dynamics	dynamic	NOUN
spir-12953	65	24	.	.	PUNCT
spir-12953	66	1	preliminary	preliminary	ADJ
spir-12953	66	2	results	result	NOUN
spir-12953	66	3	overall	overall	ADV
spir-12953	66	4	,	,	PUNCT
spir-12953	66	5	the	the	DET
spir-12953	66	6	groups	group	NOUN
spir-12953	66	7	sent	send	VERB
spir-12953	66	8	nearly	nearly	ADV
spir-12953	66	9	220,000	220,000	NUM
spir-12953	66	10	tweets	tweet	NOUN
spir-12953	66	11	(	(	PUNCT
spir-12953	66	12	including	include	VERB
spir-12953	66	13	retweets	retweet	NOUN
spir-12953	66	14	)	)	PUNCT
spir-12953	66	15	across	across	ADP
spir-12953	66	16	all	all	DET
spir-12953	66	17	periods	period	NOUN
spir-12953	66	18	.	.	PUNCT
spir-12953	67	1	during	during	ADP
spir-12953	67	2	the	the	DET
spir-12953	67	3	pre	pre	ADJ
spir-12953	67	4	-	-	ADJ
spir-12953	67	5	campaign	campaign	ADJ
spir-12953	67	6	period	period	NOUN
spir-12953	67	7	(	(	PUNCT
spir-12953	67	8	76	76	NUM
spir-12953	67	9	days	day	NOUN
spir-12953	67	10	of	of	ADP
spir-12953	67	11	tracking	tracking	NOUN
spir-12953	67	12	)	)	PUNCT
spir-12953	67	13	,	,	PUNCT
spir-12953	67	14	383	383	NUM
spir-12953	67	15	political	political	ADJ
spir-12953	67	16	journalists	journalist	NOUN
spir-12953	67	17	(	(	PUNCT
spir-12953	67	18	ntweets=49,676	ntweets=49,676	NUM
spir-12953	67	19	)	)	PUNCT
spir-12953	67	20	contributed	contribute	VERB
spir-12953	67	21	tweets	tweet	NOUN
spir-12953	67	22	and	and	CCONJ
spir-12953	67	23	466	466	NUM
spir-12953	67	24	mps	mp	NOUN
spir-12953	67	25	(	(	PUNCT
spir-12953	67	26	ntweets=76,029	ntweets=76,029	NOUN
spir-12953	67	27	)	)	PUNCT
spir-12953	67	28	.	.	PUNCT
spir-12953	68	1	521	521	NUM
spir-12953	68	2	mps	mp	NOUN
spir-12953	68	3	and	and	CCONJ
spir-12953	68	4	364	364	NUM
spir-12953	68	5	journalists	journalist	NOUN
spir-12953	68	6	posted	post	VERB
spir-12953	68	7	tweets	tweet	NOUN
spir-12953	68	8	in	in	ADP
spir-12953	68	9	the	the	DET
spir-12953	68	10	campaign	campaign	NOUN
spir-12953	68	11	period	period	NOUN
spir-12953	68	12	.	.	PUNCT
spir-12953	69	1	mps	mps	PROPN
spir-12953	69	2	engaged	engage	VERB
spir-12953	69	3	a	a	DET
spir-12953	69	4	lot	lot	NOUN
spir-12953	69	5	more	more	ADJ
spir-12953	69	6	in	in	ADP
spir-12953	69	7	tweeting	tweet	VERB
spir-12953	69	8	around	around	ADP
spir-12953	69	9	the	the	DET
spir-12953	69	10	election	election	NOUN
spir-12953	69	11	(	(	PUNCT
spir-12953	69	12	ntweets=54,345	ntweets=54,345	NOUN
spir-12953	69	13	)	)	PUNCT
spir-12953	69	14	,	,	PUNCT
spir-12953	69	15	whereas	whereas	SCONJ
spir-12953	69	16	journalists	journalist	NOUN
spir-12953	69	17	only	only	ADV
spir-12953	69	18	slightly	slightly	ADV
spir-12953	69	19	increased	increase	VERB
spir-12953	69	20	their	their	PRON
spir-12953	69	21	per	per	ADP
spir-12953	69	22	day	day	NOUN
spir-12953	69	23	activity	activity	NOUN
spir-12953	69	24	in	in	ADP
spir-12953	69	25	the	the	DET
spir-12953	69	26	shorter	short	ADJ
spir-12953	69	27	second	second	ADJ
spir-12953	69	28	period	period	NOUN
spir-12953	69	29	(	(	PUNCT
spir-12953	69	30	ntweets=39,401	ntweets=39,401	NOUN
spir-12953	69	31	,	,	PUNCT
spir-12953	69	32	only	only	ADV
spir-12953	69	33	49	49	NUM
spir-12953	69	34	days	day	NOUN
spir-12953	69	35	)	)	PUNCT
spir-12953	69	36	.	.	PUNCT
spir-12953	70	1	hyperactive	hyperactive	ADJ
spir-12953	70	2	accounts	account	NOUN
spir-12953	70	3	partially	partially	ADV
spir-12953	70	4	dominate	dominate	VERB
spir-12953	70	5	both	both	DET
spir-12953	70	6	groups	group	NOUN
spir-12953	70	7	.	.	PUNCT
spir-12953	71	1	an	an	DET
spir-12953	71	2	inspection	inspection	NOUN
spir-12953	71	3	of	of	ADP
spir-12953	71	4	hubs	hub	NOUN
spir-12953	71	5	and	and	CCONJ
spir-12953	71	6	authorities	authority	NOUN
spir-12953	71	7	in	in	ADP
spir-12953	71	8	the	the	DET
spir-12953	71	9	four	four	NUM
spir-12953	71	10	@mention	@mention	PROPN
spir-12953	71	11	networks	network	NOUN
spir-12953	71	12	computed	compute	VERB
spir-12953	71	13	for	for	ADP
spir-12953	71	14	both	both	DET
spir-12953	71	15	groups	group	NOUN
spir-12953	71	16	and	and	CCONJ
spir-12953	71	17	both	both	DET
spir-12953	71	18	periods	period	NOUN
spir-12953	71	19	exhibits	exhibit	NOUN
spir-12953	71	20	that	that	SCONJ
spir-12953	71	21	journalists	journalist	NOUN
spir-12953	71	22	and	and	CCONJ
spir-12953	71	23	mps	mp	NOUN
spir-12953	71	24	tend	tend	VERB
spir-12953	71	25	to	to	PART
spir-12953	71	26	choose	choose	VERB
spir-12953	71	27	different	different	ADJ
spir-12953	71	28	authorities	authority	NOUN
spir-12953	71	29	and	and	CCONJ
spir-12953	71	30	actor	actor	NOUN
spir-12953	71	31	types	type	NOUN
spir-12953	71	32	,	,	PUNCT
spir-12953	71	33	especially	especially	ADV
spir-12953	71	34	in	in	ADP
spir-12953	71	35	the	the	DET
spir-12953	71	36	pre	pre	ADJ
spir-12953	71	37	-	-	ADJ
spir-12953	71	38	campaign	campaign	ADJ
spir-12953	71	39	period	period	NOUN
spir-12953	71	40	.	.	PUNCT
spir-12953	72	1	further	further	ADJ
spir-12953	72	2	differences	difference	NOUN
spir-12953	72	3	are	be	AUX
spir-12953	72	4	highlighted	highlight	VERB
spir-12953	72	5	through	through	ADP
spir-12953	72	6	a	a	DET
spir-12953	72	7	hashtag	hashtag	NOUN
spir-12953	72	8	analysis	analysis	NOUN
spir-12953	72	9	.	.	PUNCT
spir-12953	73	1	even	even	ADV
spir-12953	73	2	in	in	ADP
spir-12953	73	3	election	election	NOUN
spir-12953	73	4	times	time	NOUN
spir-12953	73	5	,	,	PUNCT
spir-12953	73	6	the	the	DET
spir-12953	73	7	most	most	ADV
spir-12953	73	8	visible	visible	ADJ
spir-12953	73	9	hashtag	hashtag	NOUN
spir-12953	73	10	in	in	ADP
spir-12953	73	11	bpk	bpk	NOUN
spir-12953	73	12	journalists	journalist	NOUN
spir-12953	73	13	’	'	PUNCT
spir-12953	73	14	tweets	tweet	NOUN
spir-12953	73	15	was	be	AUX
spir-12953	73	16	#	#	ADJ
spir-12953	73	17	afghanistan	afghanistan	NOUN
spir-12953	73	18	.	.	PUNCT
spir-12953	74	1	however	however	ADV
spir-12953	74	2	,	,	PUNCT
spir-12953	74	3	if	if	SCONJ
spir-12953	74	4	the	the	DET
spir-12953	74	5	number	number	NOUN
spir-12953	74	6	of	of	ADP
spir-12953	74	7	different	different	ADJ
spir-12953	74	8	journalists	journalist	NOUN
spir-12953	74	9	is	be	AUX
spir-12953	74	10	considered	consider	VERB
spir-12953	74	11	,	,	PUNCT
spir-12953	74	12	#	#	ADJ
spir-12953	74	13	btw21	btw21	NOUN
spir-12953	74	14	is	be	AUX
spir-12953	74	15	the	the	DET
spir-12953	74	16	most	most	ADV
spir-12953	74	17	prevalent	prevalent	ADJ
spir-12953	74	18	hashtag	hashtag	NOUN
spir-12953	74	19	in	in	ADP
spir-12953	74	20	this	this	DET
spir-12953	74	21	group	group	NOUN
spir-12953	74	22	.	.	PUNCT
spir-12953	75	1	further	further	ADJ
spir-12953	75	2	differences	difference	NOUN
spir-12953	75	3	emerge	emerge	VERB
spir-12953	75	4	through	through	ADP
spir-12953	75	5	the	the	DET
spir-12953	75	6	comparison	comparison	NOUN
spir-12953	75	7	of	of	ADP
spir-12953	75	8	subgroups	subgroup	NOUN
spir-12953	75	9	.	.	PUNCT
spir-12953	76	1	results	result	NOUN
spir-12953	76	2	from	from	ADP
spir-12953	76	3	our	our	PRON
spir-12953	76	4	quantitative	quantitative	ADJ
spir-12953	76	5	coding	coding	NOUN
spir-12953	76	6	of	of	ADP
spir-12953	76	7	@mentioning	@mentioning	PROPN
spir-12953	76	8	leading	lead	VERB
spir-12953	76	9	candidates	candidate	NOUN
spir-12953	76	10	will	will	AUX
spir-12953	76	11	be	be	AUX
spir-12953	76	12	presented	present	VERB
spir-12953	76	13	at	at	ADP
spir-12953	76	14	#	#	SYM
spir-12953	76	15	aoir22	aoir22	NOUN
spir-12953	76	16	.	.	PUNCT
spir-12953	77	1	we	we	PRON
spir-12953	77	2	will	will	AUX
spir-12953	77	3	especially	especially	ADV
spir-12953	77	4	highlight	highlight	VERB
spir-12953	77	5	evaluations	evaluation	NOUN
spir-12953	77	6	.	.	PUNCT
spir-12953	78	1	references	reference	NOUN
spir-12953	78	2	borra	borra	PROPN
spir-12953	78	3	,	,	PUNCT
spir-12953	78	4	e.	e.	PROPN
spir-12953	78	5	&	&	CCONJ
spir-12953	78	6	rieder	rieder	PROPN
spir-12953	78	7	,	,	PUNCT
spir-12953	78	8	b.	b.	PROPN
spir-12953	78	9	(	(	PUNCT
spir-12953	78	10	2014	2014	NUM
spir-12953	78	11	)	)	PUNCT
spir-12953	78	12	.	.	PUNCT
spir-12953	79	1	programmed	program	VERB
spir-12953	79	2	method	method	NOUN
spir-12953	79	3	:	:	PUNCT
spir-12953	79	4	developing	develop	VERB
spir-12953	79	5	a	a	DET
spir-12953	79	6	toolset	toolset	NOUN
spir-12953	79	7	for	for	ADP
spir-12953	79	8	capturing	capture	VERB
spir-12953	79	9	and	and	CCONJ
spir-12953	79	10	analyzing	analyze	VERB
spir-12953	79	11	tweets	tweet	NOUN
spir-12953	79	12	.	.	PUNCT
spir-12953	80	1	aslib	aslib	PROPN
spir-12953	80	2	journal	journal	PROPN
spir-12953	80	3	of	of	ADP
spir-12953	80	4	information	information	NOUN
spir-12953	80	5	management	management	PROPN
spir-12953	80	6	66(3	66(3	NOUN
spir-12953	80	7	):	):	PUNCT
spir-12953	80	8	262–278	262–278	NUM
spir-12953	80	9	.	.	PUNCT
spir-12953	80	10	https://doi.org/10.1108/ajim-09-2013-0094	https://doi.org/10.1108/ajim-09-2013-0094	PROPN
spir-12953	80	11	broersma	broersma	PROPN
spir-12953	80	12	,	,	PUNCT
spir-12953	80	13	m.	m.	NOUN
spir-12953	80	14	&	&	CCONJ
spir-12953	80	15	graham	graham	PROPN
spir-12953	80	16	,	,	PUNCT
spir-12953	80	17	t.	t.	PROPN
spir-12953	80	18	(	(	PUNCT
spir-12953	80	19	2015	2015	NUM
spir-12953	80	20	)	)	PUNCT
spir-12953	80	21	.	.	PUNCT
spir-12953	81	1	tipping	tip	VERB
spir-12953	81	2	the	the	DET
spir-12953	81	3	balance	balance	NOUN
spir-12953	81	4	of	of	ADP
spir-12953	81	5	power	power	NOUN
spir-12953	81	6	.	.	PUNCT
spir-12953	82	1	in	in	ADP
spir-12953	82	2	a.	a.	NOUN
spir-12953	82	3	bruns	bruns	PROPN
spir-12953	82	4	,	,	PUNCT
spir-12953	82	5	g.	g.	PROPN
spir-12953	82	6	enli	enli	PROPN
spir-12953	82	7	,	,	PUNCT
spir-12953	82	8	e.	e.	PROPN
spir-12953	82	9	skogerbo	skogerbo	PROPN
spir-12953	82	10	,	,	PUNCT
spir-12953	82	11	a.	a.	PROPN
spir-12953	82	12	larsson	larsson	PROPN
spir-12953	82	13	&	&	CCONJ
spir-12953	82	14	c.	c.	PROPN
spir-12953	82	15	christensen	christensen	PROPN
spir-12953	82	16	(	(	PUNCT
spir-12953	82	17	eds	eds	PROPN
spir-12953	82	18	.	.	PUNCT
spir-12953	82	19	)	)	PUNCT
spir-12953	82	20	,	,	PUNCT
spir-12953	82	21	the	the	DET
spir-12953	82	22	routledge	routledge	PROPN
spir-12953	82	23	companion	companion	NOUN
spir-12953	82	24	to	to	ADP
spir-12953	82	25	social	social	ADJ
spir-12953	82	26	media	medium	NOUN
spir-12953	82	27	and	and	CCONJ
spir-12953	82	28	politics	politic	NOUN
spir-12953	82	29	(	(	PUNCT
spir-12953	82	30	p.	p.	NOUN
spir-12953	82	31	89–103	89–103	NUM
spir-12953	82	32	)	)	PUNCT
spir-12953	82	33	.	.	PUNCT
spir-12953	83	1	routledge	routledge	PROPN
spir-12953	83	2	.	.	PUNCT
spir-12953	84	1	chadwick	chadwick	PROPN
spir-12953	84	2	,	,	PUNCT
spir-12953	84	3	a.	a.	PROPN
spir-12953	84	4	(	(	PUNCT
spir-12953	84	5	2017	2017	NUM
spir-12953	84	6	)	)	PUNCT
spir-12953	84	7	.	.	PUNCT
spir-12953	85	1	the	the	DET
spir-12953	85	2	hybrid	hybrid	ADJ
spir-12953	85	3	media	medium	NOUN
spir-12953	85	4	system	system	NOUN
spir-12953	85	5	.	.	PUNCT
spir-12953	86	1	oxford	oxford	PROPN
spir-12953	86	2	university	university	PROPN
spir-12953	86	3	press	press	NOUN
spir-12953	86	4	.	.	PUNCT
spir-12953	87	1	corchia	corchia	PROPN
spir-12953	87	2	,	,	PUNCT
spir-12953	87	3	l.	l.	PROPN
spir-12953	87	4	(	(	PUNCT
spir-12953	87	5	2019	2019	NUM
spir-12953	87	6	)	)	PUNCT
spir-12953	87	7	.	.	PUNCT
spir-12953	88	1	political	political	ADJ
spir-12953	88	2	communication	communication	NOUN
spir-12953	88	3	in	in	ADP
spir-12953	88	4	social	social	ADJ
spir-12953	88	5	networks	network	NOUN
spir-12953	88	6	election	election	NOUN
spir-12953	88	7	campaigns	campaign	NOUN
spir-12953	88	8	and	and	CCONJ
spir-12953	88	9	digital	digital	ADJ
spir-12953	88	10	data	datum	NOUN
spir-12953	88	11	analysis	analysis	NOUN
spir-12953	88	12	.	.	PUNCT
spir-12953	89	1	rivista	rivista	NOUN
spir-12953	89	2	trimestrale	trimestrale	NOUN
spir-12953	89	3	2/19	2/19	NUM
spir-12953	89	4	.	.	PUNCT
spir-12953	90	1	https://doi.org/10.32049/rtsa.2019.2.04	https://doi.org/10.32049/rtsa.2019.2.04	PROPN
spir-12953	90	2	fitzpatrick	fitzpatrick	PROPN
spir-12953	90	3	,	,	PUNCT
spir-12953	90	4	j.	j.	PROPN
spir-12953	90	5	&	&	CCONJ
spir-12953	90	6	jöst	jöst	PROPN
spir-12953	90	7	,	,	PUNCT
spir-12953	90	8	p.	p.	NOUN
spir-12953	90	9	(	(	PUNCT
spir-12953	90	10	2021	2021	NUM
spir-12953	90	11	)	)	PUNCT
spir-12953	90	12	.	.	PUNCT
spir-12953	91	1	der	der	PROPN
spir-12953	91	2	webbasierte	webbasierte	PROPN
spir-12953	91	3	bundestagswahlkampf	bundestagswahlkampf	NOUN
spir-12953	91	4	2021	2021	NUM
spir-12953	91	5	.	.	PUNCT
spir-12953	92	1	fjsb	fjsb	ADJ
spir-12953	92	2	34(3	34(3	NUM
spir-12953	92	3	):	):	PUNCT
spir-12953	92	4	417–425	417–425	NUM
spir-12953	92	5	.	.	PUNCT
spir-12953	93	1	https://doi.org/10.1515/fjsb-2021-0039	https://doi.org/10.1515/fjsb-2021-0039	PROPN
spir-12953	93	2	holtz	holtz	PROPN
spir-12953	93	3	-	-	PUNCT
spir-12953	93	4	bacha	bacha	PROPN
spir-12953	93	5	,	,	PUNCT
spir-12953	93	6	c.	c.	NOUN
spir-12953	93	7	(	(	PUNCT
spir-12953	93	8	2019	2019	NUM
spir-12953	93	9	)	)	PUNCT
spir-12953	93	10	.	.	PUNCT
spir-12953	94	1	bundestagswahl	bundestagswahl	VERB
spir-12953	94	2	2017	2017	NUM
spir-12953	94	3	.	.	PUNCT
spir-12953	95	1	in	in	ADP
spir-12953	95	2	c.	c.	PROPN
spir-12953	95	3	holtz	holtz	PROPN
spir-12953	95	4	-	-	PUNCT
spir-12953	95	5	bacha	bacha	PROPN
spir-12953	95	6	(	(	PUNCT
spir-12953	95	7	ed	ed	NOUN
spir-12953	95	8	.	.	PUNCT
spir-12953	95	9	)	)	PUNCT
spir-12953	95	10	,	,	PUNCT
spir-12953	95	11	die	die	VERB
spir-12953	95	12	(	(	PUNCT
spir-12953	95	13	massen-	massen-	NUM
spir-12953	95	14	)	)	PUNCT
spir-12953	96	1	medien	medien	PROPN
spir-12953	97	1	i	i	PRON
spir-12953	97	2	m	m	VERB
spir-12953	97	3	wahlkampf	wahlkampf	NOUN
spir-12953	97	4	(	(	PUNCT
spir-12953	97	5	p.	p.	NOUN
spir-12953	97	6	1–26	1–26	PROPN
spir-12953	97	7	)	)	PUNCT
spir-12953	97	8	.	.	PUNCT
spir-12953	98	1	springer	springer	NOUN
spir-12953	98	2	.	.	PUNCT
spir-12953	99	1	jungherr	jungherr	PROPN
spir-12953	99	2	,	,	PUNCT
spir-12953	99	3	a.	a.	NOUN
spir-12953	99	4	(	(	PUNCT
spir-12953	99	5	2015	2015	NUM
spir-12953	99	6	)	)	PUNCT
spir-12953	99	7	.	.	PUNCT
spir-12953	100	1	twitter	twitter	NOUN
spir-12953	100	2	use	use	NOUN
spir-12953	100	3	in	in	ADP
spir-12953	100	4	election	election	NOUN
spir-12953	100	5	campaigns	campaign	NOUN
spir-12953	100	6	.	.	PUNCT
spir-12953	101	1	journal	journal	NOUN
spir-12953	101	2	of	of	ADP
spir-12953	101	3	information	information	NOUN
spir-12953	101	4	technology	technology	PROPN
spir-12953	101	5	&	&	CCONJ
spir-12953	101	6	politics	politic	NOUN
spir-12953	101	7	13(1	13(1	ADV
spir-12953	101	8	):	):	PUNCT
spir-12953	101	9	72–91	72–91	NUM
spir-12953	101	10	.	.	PUNCT
spir-12953	102	1	https://doi.org/10.1080/19331681.2015.1132401	https://doi.org/10.1080/19331681.2015.1132401	PROPN
spir-12953	102	2	larsson	larsson	PROPN
spir-12953	102	3	,	,	PUNCT
spir-12953	102	4	a.	a.	NOUN
spir-12953	102	5	o.	o.	PROPN
spir-12953	102	6	(	(	PUNCT
spir-12953	102	7	2017	2017	NUM
spir-12953	102	8	)	)	PUNCT
spir-12953	102	9	.	.	PUNCT
spir-12953	103	1	going	go	VERB
spir-12953	103	2	viral	viral	ADJ
spir-12953	103	3	?	?	PUNCT
spir-12953	104	1	comparing	compare	VERB
spir-12953	104	2	parties	party	NOUN
spir-12953	104	3	on	on	ADP
spir-12953	104	4	social	social	ADJ
spir-12953	104	5	media	medium	NOUN
spir-12953	104	6	during	during	ADP
spir-12953	104	7	the	the	DET
spir-12953	104	8	2014	2014	NUM
spir-12953	104	9	swedish	swedish	ADJ
spir-12953	104	10	election	election	NOUN
spir-12953	104	11	.	.	PUNCT
spir-12953	105	1	convergence	convergence	NOUN
spir-12953	105	2	23(2	23(2	NOUN
spir-12953	105	3	):	):	PUNCT
spir-12953	105	4	117–131	117–131	NUM
spir-12953	105	5	.	.	PUNCT
spir-12953	105	6	https://doi.org/10.1177/1354856515577891	https://doi.org/10.1177/1354856515577891	X
spir-12953	105	7	https://doi.org/10.1108/ajim-09-2013-0094	https://doi.org/10.1108/ajim-09-2013-0094	PROPN
spir-12953	106	1	https://doi.org/10.32049/rtsa.2019.2.04	https://doi.org/10.32049/rtsa.2019.2.04	PROPN
spir-12953	106	2	https://doi.org/10.1515/fjsb-2021-0039	https://doi.org/10.1515/fjsb-2021-0039	PROPN
spir-12953	106	3	https://doi.org/10.1080/19331681.2015.1132401	https://doi.org/10.1080/19331681.2015.1132401	PROPN
spir-12953	106	4	https://doi.org/10.1177/1354856515577891	https://doi.org/10.1177/1354856515577891	NUM
spir-12953	106	5	leidecker	leidecker	NOUN
spir-12953	106	6	-	-	PUNCT
spir-12953	106	7	sandmann	sandmann	ADJ
spir-12953	106	8	,	,	PUNCT
spir-12953	106	9	m.	m.	NOUN
spir-12953	106	10	&	&	CCONJ
spir-12953	106	11	wilke	wilke	PROPN
spir-12953	106	12	,	,	PUNCT
spir-12953	106	13	j.	j.	PROPN
spir-12953	106	14	(	(	PUNCT
spir-12953	106	15	2019	2019	NUM
spir-12953	106	16	)	)	PUNCT
spir-12953	106	17	.	.	PUNCT
spir-12953	107	1	aus	aus	PROPN
spir-12953	107	2	dem	dem	PROPN
spir-12953	107	3	rahmen	rahmen	PROPN
spir-12953	107	4	fallend	fallend	VERB
spir-12953	107	5	oder	oder	PROPN
spir-12953	107	6	eher	eher	PROPN
spir-12953	107	7	„	„	PUNCT
spir-12953	107	8	middle	middle	NOUN
spir-12953	107	9	of	of	ADP
spir-12953	107	10	the	the	DET
spir-12953	107	11	road	road	NOUN
spir-12953	107	12	“	"	PUNCT
spir-12953	107	13	?	?	PUNCT
spir-12953	108	1	in	in	ADP
spir-12953	108	2	c.	c.	PROPN
spir-12953	108	3	holtz	holtz	PROPN
spir-12953	108	4	-	-	PUNCT
spir-12953	108	5	bacha	bacha	PROPN
spir-12953	108	6	(	(	PUNCT
spir-12953	108	7	ed	ed	NOUN
spir-12953	108	8	.	.	PUNCT
spir-12953	108	9	)	)	PUNCT
spir-12953	108	10	,	,	PUNCT
spir-12953	108	11	die	die	VERB
spir-12953	108	12	(	(	PUNCT
spir-12953	108	13	massen-)medien	massen-)medien	VERB
spir-12953	108	14	i	i	PRON
spir-12953	108	15	m	m	VERB
spir-12953	108	16	wahlkampf	wahlkampf	NOUN
spir-12953	108	17	(	(	PUNCT
spir-12953	108	18	p.	p.	NOUN
spir-12953	108	19	209–242	209–242	NUM
spir-12953	108	20	)	)	PUNCT
spir-12953	108	21	.	.	PUNCT
spir-12953	109	1	springer	springer	NOUN
spir-12953	109	2	.	.	PUNCT
spir-12953	110	1	molyneux	molyneux	PROPN
spir-12953	110	2	,	,	PUNCT
spir-12953	110	3	l.	l.	PROPN
spir-12953	110	4	&	&	CCONJ
spir-12953	110	5	mourão	mourão	PROPN
spir-12953	110	6	,	,	PUNCT
spir-12953	110	7	r.	r.	PROPN
spir-12953	110	8	(	(	PUNCT
spir-12953	110	9	2019	2019	NUM
spir-12953	110	10	)	)	PUNCT
spir-12953	110	11	.	.	PUNCT
spir-12953	111	1	political	political	ADJ
spir-12953	111	2	journalists	journalist	NOUN
spir-12953	111	3	’	'	PUNCT
spir-12953	111	4	normalization	normalization	NOUN
spir-12953	111	5	of	of	ADP
spir-12953	111	6	twitter	twitter	NOUN
spir-12953	111	7	.	.	PUNCT
spir-12953	112	1	journalism	journalism	NOUN
spir-12953	112	2	studies	study	NOUN
spir-12953	112	3	20(2	20(2	NUM
spir-12953	112	4	):	):	PUNCT
spir-12953	112	5	248–266	248–266	NUM
spir-12953	112	6	.	.	PUNCT
spir-12953	113	1	https://doi.org/10.1080/1461670x.2017.1370978	https://doi.org/10.1080/1461670x.2017.1370978	PROPN
spir-12953	113	2	mourão	mourão	PROPN
spir-12953	113	3	,	,	PUNCT
spir-12953	113	4	r.	r.	PROPN
spir-12953	113	5	(	(	PUNCT
spir-12953	113	6	2015	2015	NUM
spir-12953	113	7	)	)	PUNCT
spir-12953	113	8	.	.	PUNCT
spir-12953	114	1	the	the	DET
spir-12953	114	2	boys	boy	NOUN
spir-12953	114	3	on	on	ADP
spir-12953	114	4	the	the	DET
spir-12953	114	5	timeline	timeline	NOUN
spir-12953	114	6	.	.	PUNCT
spir-12953	115	1	journalism	journalism	NOUN
spir-12953	115	2	16(8	16(8	NOUN
spir-12953	115	3	):	):	PUNCT
spir-12953	115	4	1107–1123	1107–1123	NUM
spir-12953	115	5	.	.	PUNCT
spir-12953	116	1	https://doi.org/10.1177/1464884914552268	https://doi.org/10.1177/1464884914552268	PROPN
spir-12953	116	2	nuernbergk	nuernbergk	PROPN
spir-12953	116	3	,	,	PUNCT
spir-12953	116	4	c.	c.	PROPN
spir-12953	116	5	&	&	CCONJ
spir-12953	116	6	conrad	conrad	PROPN
spir-12953	116	7	,	,	PUNCT
spir-12953	116	8	j.	j.	PROPN
spir-12953	116	9	(	(	PUNCT
spir-12953	116	10	2016	2016	NUM
spir-12953	116	11	)	)	PUNCT
spir-12953	116	12	.	.	PUNCT
spir-12953	117	1	conversations	conversation	NOUN
spir-12953	117	2	and	and	CCONJ
spir-12953	117	3	campaign	campaign	NOUN
spir-12953	117	4	dynamics	dynamic	NOUN
spir-12953	117	5	in	in	ADP
spir-12953	117	6	a	a	DET
spir-12953	117	7	hybrid	hybrid	ADJ
spir-12953	117	8	media	medium	NOUN
spir-12953	117	9	environment	environment	NOUN
spir-12953	117	10	.	.	PUNCT
spir-12953	118	1	sm+s	sm+s	PROPN
spir-12953	118	2	2(1	2(1	NUM
spir-12953	118	3	):	):	PUNCT
spir-12953	118	4	1–14	1–14	PROPN
spir-12953	118	5	.	.	PUNCT
spir-12953	119	1	https://doi.org/10.1177/2056305116628888	https://doi.org/10.1177/2056305116628888	PROPN
spir-12953	119	2	vowe	vowe	PROPN
spir-12953	119	3	,	,	PUNCT
spir-12953	119	4	g.	g.	PROPN
spir-12953	119	5	(	(	PUNCT
spir-12953	119	6	2021	2021	NUM
spir-12953	119	7	)	)	PUNCT
spir-12953	119	8	.	.	PUNCT
spir-12953	120	1	wie	wie	PROPN
spir-12953	120	2	digitalisiert	digitalisiert	PROPN
spir-12953	120	3	war	war	NOUN
spir-12953	120	4	der	der	NOUN
spir-12953	120	5	bundestagswahlkampf	bundestagswahlkampf	NOUN
spir-12953	120	6	2021	2021	NUM
spir-12953	120	7	?	?	PUNCT
spir-12953	121	1	mip	mip	PROPN
spir-12953	121	2	27(2	27(2	PROPN
spir-12953	121	3	):	):	PUNCT
spir-12953	121	4	215–229	215–229	NUM
spir-12953	121	5	.	.	PUNCT
spir-12953	122	1	https://doi.org/10.24338/mip-2021215-229	https://doi.org/10.24338/mip-2021215-229	PROPN
spir-12953	122	2	https://doi.org/10.1080/1461670x.2017.1370978	https://doi.org/10.1080/1461670x.2017.1370978	X
spir-12953	122	3	https://doi.org/10.1177/1464884914552268	https://doi.org/10.1177/1464884914552268	X
spir-12953	122	4	https://doi.org/10.1177/2056305116628888	https://doi.org/10.1177/2056305116628888	X
spir-12953	122	5	https://doi.org/10.24338/mip-2021215-229	https://doi.org/10.24338/mip-2021215-229	NOUN
spir-12953	122	6	paper	paper	NOUN
spir-12953	122	7	2	2	NUM
spir-12953	122	8	:	:	PUNCT
spir-12953	122	9	political	political	ADJ
spir-12953	122	10	advertisement	advertisement	NOUN
spir-12953	122	11	on	on	ADP
spir-12953	122	12	facebook	facebook	PROPN
spir-12953	122	13	in	in	ADP
spir-12953	122	14	the	the	DET
spir-12953	122	15	lead	lead	NOUN
spir-12953	122	16	-	-	PUNCT
spir-12953	122	17	up	up	NOUN
spir-12953	122	18	to	to	ADP
spir-12953	122	19	the	the	DET
spir-12953	122	20	2021	2021	NUM
spir-12953	122	21	german	german	ADJ
spir-12953	122	22	federal	federal	ADJ
spir-12953	122	23	elections	election	NOUN
spir-12953	122	24	nicola	nicola	PROPN
spir-12953	122	25	righetti	righetti	PROPN
spir-12953	122	26	university	university	PROPN
spir-12953	122	27	of	of	ADP
spir-12953	122	28	vienna	vienna	PROPN
spir-12953	122	29	fabio	fabio	PROPN
spir-12953	122	30	giglietto	giglietto	PROPN
spir-12953	122	31	university	university	PROPN
spir-12953	122	32	of	of	ADP
spir-12953	122	33	urbino	urbino	PROPN
spir-12953	122	34	carlo	carlo	PROPN
spir-12953	122	35	bo	bo	PROPN
spir-12953	122	36	azade	azade	PROPN
spir-12953	122	37	kakavand	kakavand	PROPN
spir-12953	122	38	university	university	PROPN
spir-12953	122	39	of	of	ADP
spir-12953	122	40	vienna	vienna	PROPN
spir-12953	122	41	aytalina	aytalina	PROPN
spir-12953	122	42	kulichkina	kulichkina	PROPN
spir-12953	122	43	university	university	PROPN
spir-12953	122	44	of	of	ADP
spir-12953	122	45	vienna	vienna	PROPN
spir-12953	122	46	giada	giada	PROPN
spir-12953	122	47	marino	marino	PROPN
spir-12953	122	48	university	university	PROPN
spir-12953	122	49	of	of	ADP
spir-12953	122	50	sassari	sassari	PROPN
spir-12953	122	51	massimo	massimo	PROPN
spir-12953	122	52	terenzi	terenzi	PROPN
spir-12953	122	53	university	university	PROPN
spir-12953	122	54	of	of	ADP
spir-12953	122	55	urbino	urbino	PROPN
spir-12953	122	56	carlo	carlo	PROPN
spir-12953	122	57	bo	bo	PROPN
spir-12953	122	58	context	context	PROPN
spir-12953	122	59	and	and	CCONJ
spir-12953	122	60	relevance	relevance	NOUN
spir-12953	122	61	of	of	ADP
spir-12953	122	62	the	the	DET
spir-12953	122	63	study	study	NOUN
spir-12953	122	64	the	the	DET
spir-12953	122	65	2021	2021	NUM
spir-12953	122	66	german	german	ADJ
spir-12953	122	67	federal	federal	ADJ
spir-12953	122	68	election	election	NOUN
spir-12953	122	69	held	hold	VERB
spir-12953	122	70	on	on	ADP
spir-12953	122	71	26	26	NUM
spir-12953	122	72	september	september	PROPN
spir-12953	122	73	2021	2021	NUM
spir-12953	122	74	was	be	AUX
spir-12953	122	75	characterized	characterize	VERB
spir-12953	122	76	by	by	ADP
spir-12953	122	77	unprecedented	unprecedented	ADJ
spir-12953	122	78	political	political	ADJ
spir-12953	122	79	uncertainty	uncertainty	NOUN
spir-12953	122	80	.	.	PUNCT
spir-12953	123	1	angela	angela	PROPN
spir-12953	123	2	merkel	merkel	PROPN
spir-12953	123	3	,	,	PUNCT
spir-12953	123	4	who	who	PRON
spir-12953	123	5	has	have	AUX
spir-12953	123	6	dominated	dominate	VERB
spir-12953	123	7	german	german	ADJ
spir-12953	123	8	politics	politic	NOUN
spir-12953	123	9	for	for	ADP
spir-12953	123	10	16	16	NUM
spir-12953	123	11	years	year	NOUN
spir-12953	123	12	as	as	ADP
spir-12953	123	13	chancellor	chancellor	NOUN
spir-12953	123	14	,	,	PUNCT
spir-12953	123	15	did	do	AUX
spir-12953	123	16	not	not	PART
spir-12953	123	17	run	run	VERB
spir-12953	123	18	for	for	ADP
spir-12953	123	19	office	office	NOUN
spir-12953	123	20	again	again	ADV
spir-12953	123	21	.	.	PUNCT
spir-12953	124	1	the	the	DET
spir-12953	124	2	two	two	NUM
spir-12953	124	3	major	major	ADJ
spir-12953	124	4	parliamentary	parliamentary	ADJ
spir-12953	124	5	parties	party	NOUN
spir-12953	124	6	that	that	PRON
spir-12953	124	7	lead	lead	VERB
spir-12953	124	8	the	the	DET
spir-12953	124	9	government	government	NOUN
spir-12953	124	10	in	in	ADP
spir-12953	124	11	the	the	DET
spir-12953	124	12	“	"	PUNCT
spir-12953	124	13	grand	grand	ADJ
spir-12953	124	14	coalition	coalition	NOUN
spir-12953	124	15	,	,	PUNCT
spir-12953	124	16	”	"	PUNCT
spir-12953	124	17	the	the	DET
spir-12953	124	18	spd	spd	NOUN
spir-12953	124	19	and	and	CCONJ
spir-12953	124	20	the	the	DET
spir-12953	124	21	cdu	cdu	PROPN
spir-12953	124	22	/	/	SYM
spir-12953	124	23	csu	csu	PROPN
spir-12953	124	24	or	or	CCONJ
spir-12953	124	25	their	their	PRON
spir-12953	124	26	candidates	candidate	NOUN
spir-12953	124	27	,	,	PUNCT
spir-12953	124	28	were	be	AUX
spir-12953	124	29	facing	face	VERB
spir-12953	124	30	several	several	ADJ
spir-12953	124	31	scandals	scandal	NOUN
spir-12953	124	32	,	,	PUNCT
spir-12953	124	33	leading	lead	VERB
spir-12953	124	34	to	to	ADP
spir-12953	124	35	fluctuating	fluctuate	VERB
spir-12953	124	36	polls	poll	NOUN
spir-12953	124	37	.	.	PUNCT
spir-12953	125	1	but	but	CCONJ
spir-12953	125	2	also	also	ADV
spir-12953	125	3	,	,	PUNCT
spir-12953	125	4	the	the	DET
spir-12953	125	5	greens	green	NOUN
spir-12953	125	6	,	,	PUNCT
spir-12953	125	7	who	who	PRON
spir-12953	125	8	profited	profit	VERB
spir-12953	125	9	from	from	ADP
spir-12953	125	10	a	a	DET
spir-12953	125	11	timely	timely	ADJ
spir-12953	125	12	and	and	CCONJ
spir-12953	125	13	smooth	smooth	ADJ
spir-12953	125	14	nomination	nomination	NOUN
spir-12953	125	15	of	of	ADP
spir-12953	125	16	their	their	PRON
spir-12953	125	17	candidate	candidate	NOUN
spir-12953	125	18	,	,	PUNCT
spir-12953	125	19	faced	face	VERB
spir-12953	125	20	criticism	criticism	NOUN
spir-12953	125	21	for	for	ADP
spir-12953	125	22	incorrectly	incorrectly	ADV
spir-12953	125	23	stating	state	VERB
spir-12953	125	24	extra	extra	ADJ
spir-12953	125	25	income	income	NOUN
spir-12953	125	26	and	and	CCONJ
spir-12953	125	27	inaccuracies	inaccuracy	NOUN
spir-12953	125	28	in	in	ADP
spir-12953	125	29	the	the	DET
spir-12953	125	30	candidate	candidate	NOUN
spir-12953	125	31	’s	’s	PART
spir-12953	125	32	cv	cv	PROPN
spir-12953	125	33	.	.	PROPN
spir-12953	126	1	still	still	ADV
spir-12953	126	2	,	,	PUNCT
spir-12953	126	3	with	with	ADP
spir-12953	126	4	an	an	DET
spir-12953	126	5	agenda	agenda	NOUN
spir-12953	126	6	of	of	ADP
spir-12953	126	7	massive	massive	ADJ
spir-12953	126	8	public	public	ADJ
spir-12953	126	9	investment	investment	NOUN
spir-12953	126	10	to	to	PART
spir-12953	126	11	launch	launch	VERB
spir-12953	126	12	a	a	DET
spir-12953	126	13	“	"	PUNCT
spir-12953	126	14	social	social	ADJ
spir-12953	126	15	-	-	PUNCT
spir-12953	126	16	ecological	ecological	ADJ
spir-12953	126	17	transformation	transformation	NOUN
spir-12953	126	18	,	,	PUNCT
spir-12953	126	19	”	"	PUNCT
spir-12953	126	20	they	they	PRON
spir-12953	126	21	had	have	VERB
spir-12953	126	22	a	a	DET
spir-12953	126	23	chance	chance	NOUN
spir-12953	126	24	to	to	PART
spir-12953	126	25	lead	lead	VERB
spir-12953	126	26	a	a	DET
spir-12953	126	27	national	national	ADJ
spir-12953	126	28	government	government	NOUN
spir-12953	126	29	for	for	ADP
spir-12953	126	30	the	the	DET
spir-12953	126	31	first	first	ADJ
spir-12953	126	32	time	time	NOUN
spir-12953	126	33	in	in	ADP
spir-12953	126	34	their	their	PRON
spir-12953	126	35	40	40	NUM
spir-12953	126	36	-	-	PUNCT
spir-12953	126	37	year	year	NOUN
spir-12953	126	38	history	history	NOUN
spir-12953	126	39	(	(	PUNCT
spir-12953	126	40	baasner	baasner	NOUN
spir-12953	126	41	&	&	CCONJ
spir-12953	126	42	seidendorf	seidendorf	NOUN
spir-12953	126	43	,	,	PUNCT
spir-12953	126	44	2021	2021	NUM
spir-12953	126	45	)	)	PUNCT
spir-12953	126	46	.	.	PUNCT
spir-12953	127	1	starting	start	VERB
spir-12953	127	2	from	from	ADP
spir-12953	127	3	a	a	DET
spir-12953	127	4	different	different	ADJ
spir-12953	127	5	ideological	ideological	ADJ
spir-12953	127	6	perspective	perspective	NOUN
spir-12953	127	7	,	,	PUNCT
spir-12953	127	8	the	the	DET
spir-12953	127	9	far	far	ADV
spir-12953	127	10	-	-	PUNCT
spir-12953	127	11	right	right	NOUN
spir-12953	127	12	party	party	NOUN
spir-12953	127	13	alternative	alternative	NOUN
spir-12953	127	14	für	für	PROPN
spir-12953	127	15	deutschland	deutschland	PROPN
spir-12953	127	16	(	(	PUNCT
spir-12953	127	17	afd	afd	PROPN
spir-12953	127	18	)	)	PUNCT
spir-12953	127	19	,	,	PUNCT
spir-12953	127	20	founded	found	VERB
spir-12953	127	21	in	in	ADP
spir-12953	127	22	2013	2013	NUM
spir-12953	127	23	,	,	PUNCT
spir-12953	127	24	established	establish	VERB
spir-12953	127	25	itself	itself	PRON
spir-12953	127	26	in	in	ADP
spir-12953	127	27	national	national	ADJ
spir-12953	127	28	and	and	CCONJ
spir-12953	127	29	local	local	ADJ
spir-12953	127	30	politics	politic	NOUN
spir-12953	127	31	.	.	PUNCT
spir-12953	128	1	in	in	ADP
spir-12953	128	2	the	the	DET
spir-12953	128	3	national	national	ADJ
spir-12953	128	4	elections	election	NOUN
spir-12953	128	5	in	in	ADP
spir-12953	128	6	the	the	DET
spir-12953	128	7	same	same	ADJ
spir-12953	128	8	year	year	NOUN
spir-12953	128	9	,	,	PUNCT
spir-12953	128	10	they	they	PRON
spir-12953	128	11	reached	reach	VERB
spir-12953	128	12	4.7	4.7	NUM
spir-12953	128	13	%	%	NOUN
spir-12953	128	14	of	of	ADP
spir-12953	128	15	the	the	DET
spir-12953	128	16	votes	vote	NOUN
spir-12953	128	17	,	,	PUNCT
spir-12953	128	18	almost	almost	ADV
spir-12953	128	19	passing	pass	VERB
spir-12953	128	20	the	the	DET
spir-12953	128	21	5	5	NUM
spir-12953	128	22	percent	percent	NOUN
spir-12953	128	23	threshold	threshold	NOUN
spir-12953	128	24	.	.	PUNCT
spir-12953	129	1	in	in	ADP
spir-12953	129	2	2017	2017	NUM
spir-12953	129	3	,	,	PUNCT
spir-12953	129	4	the	the	DET
spir-12953	129	5	party	party	NOUN
spir-12953	129	6	came	come	VERB
spir-12953	129	7	third	third	ADV
spir-12953	129	8	with	with	ADP
spir-12953	129	9	12.6	12.6	NUM
spir-12953	129	10	%	%	NOUN
spir-12953	129	11	of	of	ADP
spir-12953	129	12	the	the	DET
spir-12953	129	13	votes	vote	NOUN
spir-12953	129	14	.	.	PUNCT
spir-12953	130	1	the	the	DET
spir-12953	130	2	2021	2021	NUM
spir-12953	130	3	national	national	ADJ
spir-12953	130	4	election	election	NOUN
spir-12953	130	5	was	be	AUX
spir-12953	130	6	moreover	moreover	ADV
spir-12953	130	7	taking	take	VERB
spir-12953	130	8	place	place	NOUN
spir-12953	130	9	in	in	ADP
spir-12953	130	10	the	the	DET
spir-12953	130	11	extraordinary	extraordinary	ADJ
spir-12953	130	12	context	context	NOUN
spir-12953	130	13	of	of	ADP
spir-12953	130	14	the	the	DET
spir-12953	130	15	covid-19	covid-19	PROPN
spir-12953	130	16	pandemic	pandemic	NOUN
spir-12953	130	17	.	.	PUNCT
spir-12953	131	1	along	along	ADP
spir-12953	131	2	with	with	ADP
spir-12953	131	3	the	the	DET
spir-12953	131	4	transformation	transformation	NOUN
spir-12953	131	5	in	in	ADP
spir-12953	131	6	political	political	ADJ
spir-12953	131	7	communication	communication	NOUN
spir-12953	131	8	that	that	PRON
spir-12953	131	9	put	put	VERB
spir-12953	131	10	digital	digital	ADJ
spir-12953	131	11	media	medium	NOUN
spir-12953	131	12	at	at	ADP
spir-12953	131	13	the	the	DET
spir-12953	131	14	forefront	forefront	NOUN
spir-12953	131	15	of	of	ADP
spir-12953	131	16	electoral	electoral	ADJ
spir-12953	131	17	campaigns	campaign	NOUN
spir-12953	131	18	,	,	PUNCT
spir-12953	131	19	the	the	DET
spir-12953	131	20	social	social	ADJ
spir-12953	131	21	distancing	distancing	NOUN
spir-12953	131	22	measures	measure	NOUN
spir-12953	131	23	have	have	AUX
spir-12953	131	24	hindered	hinder	VERB
spir-12953	131	25	non	non	ADJ
spir-12953	131	26	-	-	ADJ
spir-12953	131	27	mediated	mediate	VERB
spir-12953	131	28	forms	form	NOUN
spir-12953	131	29	of	of	ADP
spir-12953	131	30	campaigning	campaigning	NOUN
spir-12953	131	31	and	and	CCONJ
spir-12953	131	32	further	far	ADV
spir-12953	131	33	increased	increase	VERB
spir-12953	131	34	the	the	DET
spir-12953	131	35	importance	importance	NOUN
spir-12953	131	36	of	of	ADP
spir-12953	131	37	long	long	ADJ
spir-12953	131	38	-	-	PUNCT
spir-12953	131	39	distance	distance	NOUN
spir-12953	131	40	traditional	traditional	ADJ
spir-12953	131	41	and	and	CCONJ
spir-12953	131	42	especially	especially	ADV
spir-12953	131	43	digital	digital	ADJ
spir-12953	131	44	communication	communication	NOUN
spir-12953	131	45	.	.	PUNCT
spir-12953	132	1	social	social	ADJ
spir-12953	132	2	media	medium	NOUN
spir-12953	132	3	also	also	ADV
spir-12953	132	4	paves	pave	VERB
spir-12953	132	5	the	the	DET
spir-12953	132	6	way	way	NOUN
spir-12953	132	7	to	to	ADP
spir-12953	132	8	a	a	DET
spir-12953	132	9	range	range	NOUN
spir-12953	132	10	of	of	ADP
spir-12953	132	11	information	information	NOUN
spir-12953	132	12	operations	operation	NOUN
spir-12953	132	13	aimed	aim	VERB
spir-12953	132	14	at	at	ADP
spir-12953	132	15	manipulating	manipulate	VERB
spir-12953	132	16	the	the	DET
spir-12953	132	17	traditional	traditional	ADJ
spir-12953	132	18	media	medium	NOUN
spir-12953	132	19	and	and	CCONJ
spir-12953	132	20	public	public	ADJ
spir-12953	132	21	opinion	opinion	NOUN
spir-12953	132	22	(	(	PUNCT
spir-12953	132	23	marwick	marwick	PROPN
spir-12953	132	24	&	&	CCONJ
spir-12953	132	25	lewis	lewis	PROPN
spir-12953	132	26	,	,	PUNCT
spir-12953	132	27	2017	2017	NUM
spir-12953	132	28	)	)	PUNCT
spir-12953	132	29	.	.	PUNCT
spir-12953	133	1	it	it	PRON
spir-12953	133	2	empowers	empower	VERB
spir-12953	133	3	native	native	ADJ
spir-12953	133	4	and	and	CCONJ
spir-12953	133	5	foreign	foreign	ADJ
spir-12953	133	6	political	political	ADJ
spir-12953	133	7	actors	actor	NOUN
spir-12953	133	8	to	to	PART
spir-12953	133	9	run	run	VERB
spir-12953	133	10	micro	micro	ADJ
spir-12953	133	11	-	-	ADJ
spir-12953	133	12	targeted	target	VERB
spir-12953	133	13	online	online	ADJ
spir-12953	133	14	advertisements	advertisement	NOUN
spir-12953	133	15	to	to	PART
spir-12953	133	16	influence	influence	VERB
spir-12953	133	17	specific	specific	ADJ
spir-12953	133	18	cohorts	cohort	NOUN
spir-12953	133	19	with	with	ADP
spir-12953	133	20	distinct	distinct	ADJ
spir-12953	133	21	messages	message	NOUN
spir-12953	133	22	(	(	PUNCT
spir-12953	133	23	hegelich	hegelich	PROPN
spir-12953	133	24	&	&	CCONJ
spir-12953	133	25	serrano	serrano	PROPN
spir-12953	133	26	,	,	PUNCT
spir-12953	133	27	2019	2019	NUM
spir-12953	133	28	)	)	PUNCT
spir-12953	133	29	.	.	PUNCT
spir-12953	134	1	microtargeting	microtargete	VERB
spir-12953	134	2	strategies	strategy	NOUN
spir-12953	134	3	on	on	ADP
spir-12953	134	4	social	social	ADJ
spir-12953	134	5	media	medium	NOUN
spir-12953	134	6	can	can	AUX
spir-12953	134	7	potentially	potentially	ADV
spir-12953	134	8	spread	spread	VERB
spir-12953	134	9	particular	particular	ADJ
spir-12953	134	10	messages	message	NOUN
spir-12953	134	11	tailored	tailor	VERB
spir-12953	134	12	to	to	PART
spir-12953	134	13	explicit	explicit	ADJ
spir-12953	134	14	categories	category	NOUN
spir-12953	134	15	of	of	ADP
spir-12953	134	16	citizens	citizen	NOUN
spir-12953	134	17	,	,	PUNCT
spir-12953	134	18	potentially	potentially	ADV
spir-12953	134	19	distorting	distort	VERB
spir-12953	134	20	the	the	DET
spir-12953	134	21	perception	perception	NOUN
spir-12953	134	22	of	of	ADP
spir-12953	134	23	the	the	DET
spir-12953	134	24	issues	issue	NOUN
spir-12953	134	25	at	at	ADP
spir-12953	134	26	stake	stake	NOUN
spir-12953	134	27	,	,	PUNCT
spir-12953	134	28	giving	give	VERB
spir-12953	134	29	a	a	DET
spir-12953	134	30	partial	partial	ADJ
spir-12953	134	31	knowledge	knowledge	NOUN
spir-12953	134	32	of	of	ADP
spir-12953	134	33	the	the	DET
spir-12953	134	34	parties	party	NOUN
spir-12953	134	35	’	’	PART
spir-12953	134	36	programs	program	NOUN
spir-12953	134	37	,	,	PUNCT
spir-12953	134	38	and	and	CCONJ
spir-12953	134	39	increasing	increase	VERB
spir-12953	134	40	the	the	DET
spir-12953	134	41	divisions	division	NOUN
spir-12953	134	42	and	and	CCONJ
spir-12953	134	43	polarization	polarization	NOUN
spir-12953	134	44	of	of	ADP
spir-12953	134	45	the	the	DET
spir-12953	134	46	civil	civil	ADJ
spir-12953	134	47	society	society	NOUN
spir-12953	134	48	.	.	PUNCT
spir-12953	135	1	as	as	ADP
spir-12953	135	2	part	part	NOUN
spir-12953	135	3	of	of	ADP
spir-12953	135	4	a	a	DET
spir-12953	135	5	broader	broad	ADJ
spir-12953	135	6	study	study	NOUN
spir-12953	135	7	,	,	PUNCT
spir-12953	135	8	we	we	PRON
spir-12953	135	9	analyze	analyze	VERB
spir-12953	135	10	paid	pay	VERB
spir-12953	135	11	social	social	ADJ
spir-12953	135	12	media	medium	NOUN
spir-12953	135	13	communication	communication	NOUN
spir-12953	135	14	from	from	ADP
spir-12953	135	15	political	political	ADJ
spir-12953	135	16	candidates	candidate	NOUN
spir-12953	135	17	,	,	PUNCT
spir-12953	135	18	parties	party	NOUN
spir-12953	135	19	,	,	PUNCT
spir-12953	135	20	and	and	CCONJ
spir-12953	135	21	other	other	ADJ
spir-12953	135	22	social	social	ADJ
spir-12953	135	23	media	medium	NOUN
spir-12953	135	24	users	user	NOUN
spir-12953	135	25	,	,	PUNCT
spir-12953	135	26	in	in	ADP
spir-12953	135	27	the	the	DET
spir-12953	135	28	lead	lead	NOUN
spir-12953	135	29	-	-	PUNCT
spir-12953	135	30	up	up	NOUN
spir-12953	135	31	to	to	ADP
spir-12953	135	32	the	the	DET
spir-12953	135	33	2021	2021	NUM
spir-12953	135	34	german	german	ADJ
spir-12953	135	35	federal	federal	ADJ
spir-12953	135	36	election	election	NOUN
spir-12953	135	37	.	.	PUNCT
spir-12953	136	1	we	we	PRON
spir-12953	136	2	document	document	VERB
spir-12953	136	3	the	the	DET
spir-12953	136	4	investment	investment	NOUN
spir-12953	136	5	in	in	ADP
spir-12953	136	6	facebook	facebook	PROPN
spir-12953	136	7	advertising	advertising	NOUN
spir-12953	136	8	of	of	ADP
spir-12953	136	9	the	the	DET
spir-12953	136	10	main	main	ADJ
spir-12953	136	11	parties	party	NOUN
spir-12953	136	12	and	and	CCONJ
spir-12953	136	13	their	their	PRON
spir-12953	136	14	targeting	targeting	NOUN
spir-12953	136	15	strategies	strategy	NOUN
spir-12953	136	16	.	.	PUNCT
spir-12953	137	1	leading	lead	VERB
spir-12953	137	2	research	research	NOUN
spir-12953	137	3	question	question	NOUN
spir-12953	137	4	what	what	PRON
spir-12953	137	5	are	be	AUX
spir-12953	137	6	a	a	DET
spir-12953	137	7	)	)	PUNCT
spir-12953	137	8	costs	cost	NOUN
spir-12953	137	9	and	and	CCONJ
spir-12953	137	10	volume	volume	NOUN
spir-12953	137	11	of	of	ADP
spir-12953	137	12	advertising	advertising	NOUN
spir-12953	137	13	per	per	ADP
spir-12953	137	14	party	party	NOUN
spir-12953	137	15	,	,	PUNCT
spir-12953	137	16	b	b	X
spir-12953	137	17	)	)	PUNCT
spir-12953	137	18	the	the	DET
spir-12953	137	19	demographic	demographic	ADJ
spir-12953	137	20	characteristics	characteristic	NOUN
spir-12953	137	21	of	of	ADP
spir-12953	137	22	the	the	DET
spir-12953	137	23	targets	target	NOUN
spir-12953	137	24	,	,	PUNCT
spir-12953	137	25	and	and	CCONJ
spir-12953	137	26	c	c	X
spir-12953	137	27	)	)	PUNCT
spir-12953	137	28	the	the	DET
spir-12953	137	29	evidence	evidence	NOUN
spir-12953	137	30	on	on	ADP
spir-12953	137	31	micro	micro	ADJ
spir-12953	137	32	-	-	ADJ
spir-12953	137	33	targeted	target	VERB
spir-12953	137	34	political	political	ADJ
spir-12953	137	35	advertising	advertising	NOUN
spir-12953	137	36	?	?	PUNCT
spir-12953	138	1	how	how	SCONJ
spir-12953	138	2	have	have	AUX
spir-12953	138	3	they	they	PRON
spir-12953	138	4	changed	change	VERB
spir-12953	138	5	compared	compare	VERB
spir-12953	138	6	to	to	ADP
spir-12953	138	7	what	what	PRON
spir-12953	138	8	was	be	AUX
spir-12953	138	9	found	find	VERB
spir-12953	138	10	by	by	ADP
spir-12953	138	11	previous	previous	ADJ
spir-12953	138	12	research	research	NOUN
spir-12953	138	13	conducted	conduct	VERB
spir-12953	138	14	in	in	ADP
spir-12953	138	15	the	the	DET
spir-12953	138	16	context	context	NOUN
spir-12953	138	17	of	of	ADP
spir-12953	138	18	the	the	DET
spir-12953	138	19	2019	2019	NUM
spir-12953	138	20	european	european	ADJ
spir-12953	138	21	election	election	NOUN
spir-12953	138	22	in	in	ADP
spir-12953	138	23	germany	germany	PROPN
spir-12953	138	24	(	(	PUNCT
spir-12953	138	25	hegelich	hegelich	PROPN
spir-12953	138	26	&	&	CCONJ
spir-12953	138	27	serrano	serrano	PROPN
spir-12953	138	28	,	,	PUNCT
spir-12953	138	29	2019	2019	NUM
spir-12953	138	30	)	)	PUNCT
spir-12953	138	31	?	?	PUNCT
spir-12953	139	1	method	method	VERB
spir-12953	139	2	the	the	DET
spir-12953	139	3	data	data	NOUN
spir-12953	139	4	collection	collection	NOUN
spir-12953	139	5	was	be	AUX
spir-12953	139	6	carried	carry	VERB
spir-12953	139	7	out	out	ADP
spir-12953	139	8	through	through	ADP
spir-12953	139	9	the	the	DET
spir-12953	139	10	facebook	facebook	NOUN
spir-12953	139	11	ad	ad	NOUN
spir-12953	139	12	library	library	PROPN
spir-12953	139	13	api	api	NOUN
spir-12953	139	14	.	.	PUNCT
spir-12953	140	1	the	the	DET
spir-12953	140	2	initial	initial	ADJ
spir-12953	140	3	datasets	dataset	NOUN
spir-12953	140	4	consisted	consist	VERB
spir-12953	140	5	of	of	ADP
spir-12953	140	6	20,703	20,703	NUM
spir-12953	140	7	advertisements	advertisement	NOUN
spir-12953	140	8	totaling	total	VERB
spir-12953	140	9	more	more	ADJ
spir-12953	140	10	than	than	ADP
spir-12953	140	11	475,000,000	475,000,000	NUM
spir-12953	140	12	impressions	impression	NOUN
spir-12953	140	13	,	,	PUNCT
spir-12953	140	14	published	publish	VERB
spir-12953	140	15	from	from	ADP
spir-12953	140	16	16/08/202	16/08/202	PROPN
spir-12953	140	17	to	to	ADP
spir-12953	140	18	26/09/2021	26/09/2021	NUM
spir-12953	140	19	from	from	ADP
spir-12953	140	20	622	622	NUM
spir-12953	140	21	funding	funding	NOUN
spir-12953	140	22	entities	entity	NOUN
spir-12953	140	23	.	.	PUNCT
spir-12953	141	1	the	the	DET
spir-12953	141	2	focus	focus	NOUN
spir-12953	141	3	of	of	ADP
spir-12953	141	4	the	the	DET
spir-12953	141	5	analysis	analysis	NOUN
spir-12953	141	6	was	be	AUX
spir-12953	141	7	restricted	restrict	VERB
spir-12953	141	8	to	to	ADP
spir-12953	141	9	13,707	13,707	NUM
spir-12953	141	10	advertisements	advertisement	NOUN
spir-12953	141	11	totaling	total	VERB
spir-12953	141	12	more	more	ADJ
spir-12953	141	13	than	than	ADP
spir-12953	141	14	413,000,000	413,000,000	NUM
spir-12953	141	15	impressions	impression	NOUN
spir-12953	141	16	,	,	PUNCT
spir-12953	141	17	which	which	PRON
spir-12953	141	18	were	be	AUX
spir-12953	141	19	sponsored	sponsor	VERB
spir-12953	141	20	by	by	ADP
spir-12953	141	21	233	233	NUM
spir-12953	141	22	funding	funding	NOUN
spir-12953	141	23	entities	entity	NOUN
spir-12953	141	24	directly	directly	ADV
spir-12953	141	25	connected	connect	VERB
spir-12953	141	26	to	to	ADP
spir-12953	141	27	the	the	DET
spir-12953	141	28	seven	seven	NUM
spir-12953	141	29	main	main	ADJ
spir-12953	141	30	political	political	ADJ
spir-12953	141	31	parties	party	NOUN
spir-12953	141	32	(	(	PUNCT
spir-12953	141	33	i.e.	i.e.	X
spir-12953	141	34	,	,	PUNCT
spir-12953	141	35	national	national	ADJ
spir-12953	141	36	and	and	CCONJ
spir-12953	141	37	regional	regional	ADJ
spir-12953	141	38	pages	page	NOUN
spir-12953	141	39	of	of	ADP
spir-12953	141	40	the	the	DET
spir-12953	141	41	parties	party	NOUN
spir-12953	141	42	)	)	PUNCT
spir-12953	141	43	.	.	PUNCT
spir-12953	142	1	to	to	PART
spir-12953	142	2	explore	explore	VERB
spir-12953	142	3	possible	possible	ADJ
spir-12953	142	4	cases	case	NOUN
spir-12953	142	5	of	of	ADP
spir-12953	142	6	microtargeting	microtargete	VERB
spir-12953	142	7	in	in	ADP
spir-12953	142	8	more	more	ADJ
spir-12953	142	9	detail	detail	NOUN
spir-12953	142	10	,	,	PUNCT
spir-12953	142	11	we	we	PRON
spir-12953	142	12	looked	look	VERB
spir-12953	142	13	for	for	ADP
spir-12953	142	14	instances	instance	NOUN
spir-12953	142	15	of	of	ADP
spir-12953	142	16	“	"	PUNCT
spir-12953	142	17	extreme	extreme	ADJ
spir-12953	142	18	”	"	PUNCT
spir-12953	142	19	types	type	NOUN
spir-12953	142	20	of	of	ADP
spir-12953	142	21	targeting	targeting	NOUN
spir-12953	142	22	,	,	PUNCT
spir-12953	142	23	that	that	ADV
spir-12953	142	24	is	is	ADV
spir-12953	142	25	,	,	PUNCT
spir-12953	142	26	advertisements	advertisement	NOUN
spir-12953	142	27	100	100	NUM
spir-12953	142	28	%	%	NOUN
spir-12953	142	29	targeted	target	VERB
spir-12953	142	30	to	to	ADP
spir-12953	142	31	a	a	DET
spir-12953	142	32	certain	certain	ADJ
spir-12953	142	33	gender	gender	NOUN
spir-12953	142	34	or	or	CCONJ
spir-12953	142	35	age	age	NOUN
spir-12953	142	36	class	class	NOUN
spir-12953	142	37	.	.	PUNCT
spir-12953	143	1	to	to	ADP
spir-12953	143	2	this	this	DET
spir-12953	143	3	aim	aim	NOUN
spir-12953	143	4	,	,	PUNCT
spir-12953	143	5	we	we	PRON
spir-12953	143	6	used	use	VERB
spir-12953	143	7	the	the	DET
spir-12953	143	8	gini	gini	PROPN
spir-12953	143	9	coefficient	coefficient	PROPN
spir-12953	143	10	,	,	PUNCT
spir-12953	143	11	a	a	DET
spir-12953	143	12	popular	popular	ADJ
spir-12953	143	13	measure	measure	NOUN
spir-12953	143	14	of	of	ADP
spir-12953	143	15	statistical	statistical	ADJ
spir-12953	143	16	dispersion	dispersion	NOUN
spir-12953	143	17	,	,	PUNCT
spir-12953	143	18	especially	especially	ADV
spir-12953	143	19	used	use	VERB
spir-12953	143	20	for	for	ADP
spir-12953	143	21	analyzing	analyze	VERB
spir-12953	143	22	inequality	inequality	NOUN
spir-12953	143	23	or	or	CCONJ
spir-12953	143	24	concentration	concentration	NOUN
spir-12953	143	25	.	.	PUNCT
spir-12953	144	1	results	result	NOUN
spir-12953	144	2	according	accord	VERB
spir-12953	144	3	to	to	ADP
spir-12953	144	4	the	the	DET
spir-12953	144	5	data	datum	NOUN
spir-12953	144	6	provided	provide	VERB
spir-12953	144	7	by	by	ADP
spir-12953	144	8	the	the	DET
spir-12953	144	9	facebook	facebook	PROPN
spir-12953	144	10	ad	ad	NOUN
spir-12953	144	11	library	library	PROPN
spir-12953	144	12	api	api	NOUN
spir-12953	144	13	,	,	PUNCT
spir-12953	144	14	the	the	DET
spir-12953	144	15	seven	seven	NUM
spir-12953	144	16	main	main	ADJ
spir-12953	144	17	parties	party	NOUN
spir-12953	144	18	running	run	VERB
spir-12953	144	19	for	for	ADP
spir-12953	144	20	the	the	DET
spir-12953	144	21	federal	federal	ADJ
spir-12953	144	22	elections	election	NOUN
spir-12953	144	23	are	be	AUX
spir-12953	144	24	estimated	estimate	VERB
spir-12953	144	25	to	to	PART
spir-12953	144	26	have	have	AUX
spir-12953	144	27	spent	spend	VERB
spir-12953	144	28	between	between	ADP
spir-12953	144	29	2,454,700	2,454,700	NUM
spir-12953	144	30	eur	eur	NOUN
spir-12953	144	31	and	and	CCONJ
spir-12953	144	32	4,191,493	4,191,493	NUM
spir-12953	144	33	eur	eur	NOUN
spir-12953	144	34	.	.	PUNCT
spir-12953	145	1	as	as	ADP
spir-12953	145	2	in	in	ADP
spir-12953	145	3	2019	2019	NUM
spir-12953	145	4	,	,	PUNCT
spir-12953	145	5	the	the	DET
spir-12953	145	6	afd	afd	NOUN
spir-12953	145	7	reached	reach	VERB
spir-12953	145	8	an	an	DET
spir-12953	145	9	exceptionally	exceptionally	ADV
spir-12953	145	10	high	high	ADJ
spir-12953	145	11	engagement	engagement	NOUN
spir-12953	145	12	on	on	ADP
spir-12953	145	13	facebook	facebook	PROPN
spir-12953	145	14	(	(	PUNCT
spir-12953	145	15	serrano	serrano	VERB
spir-12953	145	16	et	et	PROPN
spir-12953	145	17	al	al	PROPN
spir-12953	145	18	.	.	PROPN
spir-12953	145	19	,	,	PUNCT
spir-12953	145	20	2019	2019	NUM
spir-12953	145	21	)	)	PUNCT
spir-12953	145	22	,	,	PUNCT
spir-12953	145	23	but	but	CCONJ
spir-12953	145	24	die	die	VERB
spir-12953	145	25	grünen	grünen	PROPN
spir-12953	145	26	,	,	PUNCT
spir-12953	145	27	instead	instead	ADV
spir-12953	145	28	of	of	ADP
spir-12953	145	29	the	the	DET
spir-12953	145	30	cdu	cdu	NOUN
spir-12953	145	31	,	,	PUNCT
spir-12953	145	32	led	lead	VERB
spir-12953	145	33	the	the	DET
spir-12953	145	34	standings	standing	NOUN
spir-12953	145	35	of	of	ADP
spir-12953	145	36	the	the	DET
spir-12953	145	37	facebook	facebook	NOUN
spir-12953	145	38	advertisement	advertisement	NOUN
spir-12953	145	39	investment	investment	NOUN
spir-12953	145	40	in	in	ADP
spir-12953	145	41	2021	2021	NUM
spir-12953	145	42	.	.	PUNCT
spir-12953	146	1	nonetheless	nonetheless	ADV
spir-12953	146	2	,	,	PUNCT
spir-12953	146	3	they	they	PRON
spir-12953	146	4	were	be	AUX
spir-12953	146	5	both	both	PRON
spir-12953	146	6	overtaken	overtake	VERB
spir-12953	146	7	in	in	ADP
spir-12953	146	8	the	the	DET
spir-12953	146	9	overall	overall	ADJ
spir-12953	146	10	number	number	NOUN
spir-12953	146	11	of	of	ADP
spir-12953	146	12	ad	ad	NOUN
spir-12953	146	13	impressions	impression	NOUN
spir-12953	146	14	by	by	ADP
spir-12953	146	15	the	the	DET
spir-12953	146	16	fdp	fdp	PROPN
spir-12953	146	17	,	,	PUNCT
spir-12953	146	18	who	who	PRON
spir-12953	146	19	strategically	strategically	ADV
spir-12953	146	20	spent	spend	VERB
spir-12953	146	21	less	less	ADJ
spir-12953	146	22	on	on	ADP
spir-12953	146	23	a	a	DET
spir-12953	146	24	higher	high	ADJ
spir-12953	146	25	number	number	NOUN
spir-12953	146	26	of	of	ADP
spir-12953	146	27	advertisements	advertisement	NOUN
spir-12953	146	28	.	.	PUNCT
spir-12953	147	1	considering	consider	VERB
spir-12953	147	2	the	the	DET
spir-12953	147	3	area	area	NOUN
spir-12953	147	4	of	of	ADP
spir-12953	147	5	microtargeting	microtargete	VERB
spir-12953	147	6	,	,	PUNCT
spir-12953	147	7	our	our	PRON
spir-12953	147	8	findings	finding	NOUN
spir-12953	147	9	show	show	VERB
spir-12953	147	10	that	that	SCONJ
spir-12953	147	11	the	the	DET
spir-12953	147	12	content	content	NOUN
spir-12953	147	13	of	of	ADP
spir-12953	147	14	some	some	DET
spir-12953	147	15	advertisements	advertisement	NOUN
spir-12953	147	16	was	be	AUX
spir-12953	147	17	exclusively	exclusively	ADV
spir-12953	147	18	targeted	target	VERB
spir-12953	147	19	to	to	ADP
spir-12953	147	20	women	woman	NOUN
spir-12953	147	21	or	or	CCONJ
spir-12953	147	22	young	young	ADJ
spir-12953	147	23	generations	generation	NOUN
spir-12953	147	24	.	.	PUNCT
spir-12953	148	1	they	they	PRON
spir-12953	148	2	,	,	PUNCT
spir-12953	148	3	however	however	ADV
spir-12953	148	4	,	,	PUNCT
spir-12953	148	5	represented	represent	VERB
spir-12953	148	6	just	just	ADV
spir-12953	148	7	a	a	DET
spir-12953	148	8	modest	modest	ADJ
spir-12953	148	9	part	part	NOUN
spir-12953	148	10	of	of	ADP
spir-12953	148	11	the	the	DET
spir-12953	148	12	total	total	ADJ
spir-12953	148	13	number	number	NOUN
spir-12953	148	14	of	of	ADP
spir-12953	148	15	advertisements	advertisement	NOUN
spir-12953	148	16	run	run	VERB
spir-12953	148	17	by	by	ADP
spir-12953	148	18	parties	party	NOUN
spir-12953	148	19	and	and	CCONJ
spir-12953	148	20	candidates	candidate	NOUN
spir-12953	148	21	.	.	PUNCT
spir-12953	149	1	these	these	DET
spir-12953	149	2	results	result	NOUN
spir-12953	149	3	might	might	AUX
spir-12953	149	4	suggest	suggest	VERB
spir-12953	149	5	that	that	SCONJ
spir-12953	149	6	micro	micro	ADJ
spir-12953	149	7	-	-	ADJ
spir-12953	149	8	targeting	target	VERB
spir-12953	149	9	strategies	strategy	NOUN
spir-12953	149	10	are	be	AUX
spir-12953	149	11	not	not	PART
spir-12953	149	12	a	a	DET
spir-12953	149	13	very	very	ADV
spir-12953	149	14	common	common	ADJ
spir-12953	149	15	tool	tool	NOUN
spir-12953	149	16	of	of	ADP
spir-12953	149	17	german	german	ADJ
spir-12953	149	18	parties	party	NOUN
spir-12953	149	19	.	.	PUNCT
spir-12953	150	1	however	however	ADV
spir-12953	150	2	,	,	PUNCT
spir-12953	150	3	firm	firm	ADJ
spir-12953	150	4	conclusions	conclusion	NOUN
spir-12953	150	5	can	can	AUX
spir-12953	150	6	hardly	hardly	ADV
spir-12953	150	7	be	be	AUX
spir-12953	150	8	reached	reach	VERB
spir-12953	150	9	due	due	ADP
spir-12953	150	10	to	to	ADP
spir-12953	150	11	the	the	DET
spir-12953	150	12	limitations	limitation	NOUN
spir-12953	150	13	of	of	ADP
spir-12953	150	14	available	available	ADJ
spir-12953	150	15	data	datum	NOUN
spir-12953	150	16	.	.	PUNCT
spir-12953	151	1	indeed	indeed	ADV
spir-12953	151	2	,	,	PUNCT
spir-12953	151	3	facebook	facebook	PROPN
spir-12953	151	4	provides	provide	VERB
spir-12953	151	5	advertisers	advertiser	NOUN
spir-12953	151	6	with	with	ADP
spir-12953	151	7	several	several	ADJ
spir-12953	151	8	sophisticated	sophisticated	ADJ
spir-12953	151	9	targeting	targeting	NOUN
spir-12953	151	10	options	option	NOUN
spir-12953	151	11	that	that	PRON
spir-12953	151	12	can	can	AUX
spir-12953	151	13	be	be	AUX
spir-12953	151	14	effectively	effectively	ADV
spir-12953	151	15	used	use	VERB
spir-12953	151	16	for	for	ADP
spir-12953	151	17	micro	micro	NOUN
spir-12953	151	18	-	-	NOUN
spir-12953	151	19	targeting	targeting	NOUN
spir-12953	151	20	,	,	PUNCT
spir-12953	151	21	but	but	CCONJ
spir-12953	151	22	the	the	DET
spir-12953	151	23	employed	employ	VERB
spir-12953	151	24	targeting	target	VERB
spir-12953	151	25	(	(	PUNCT
spir-12953	151	26	or	or	CCONJ
spir-12953	151	27	micro	micro	ADJ
spir-12953	151	28	-	-	ADJ
spir-12953	151	29	targeting	targeting	ADJ
spir-12953	151	30	)	)	PUNCT
spir-12953	151	31	strategies	strategy	NOUN
spir-12953	151	32	can	can	AUX
spir-12953	151	33	not	not	PART
spir-12953	151	34	be	be	AUX
spir-12953	151	35	inferred	infer	VERB
spir-12953	151	36	from	from	ADP
spir-12953	151	37	the	the	DET
spir-12953	151	38	data	datum	NOUN
spir-12953	151	39	made	make	VERB
spir-12953	151	40	available	available	ADJ
spir-12953	151	41	.	.	PUNCT
spir-12953	152	1	references	reference	NOUN
spir-12953	152	2	baasner	baasner	ADV
spir-12953	152	3	,	,	PUNCT
spir-12953	152	4	f.	f.	PROPN
spir-12953	152	5	,	,	PUNCT
spir-12953	152	6	seidendorf	seidendorf	PROPN
spir-12953	152	7	,	,	PUNCT
spir-12953	152	8	s.	s.	PROPN
spir-12953	152	9	(	(	PUNCT
spir-12953	152	10	2021	2021	NUM
spir-12953	152	11	)	)	PUNCT
spir-12953	152	12	.	.	PUNCT
spir-12953	153	1	a	a	DET
spir-12953	153	2	year	year	NOUN
spir-12953	153	3	of	of	ADP
spir-12953	153	4	electoral	electoral	ADJ
spir-12953	153	5	uncertainty	uncertainty	NOUN
spir-12953	153	6	.	.	PUNCT
spir-12953	154	1	german	german	ADJ
spir-12953	154	2	turns	turn	VERB
spir-12953	154	3	the	the	DET
spir-12953	154	4	page	page	NOUN
spir-12953	154	5	on	on	ADP
spir-12953	154	6	merkel	merkel	PROPN
spir-12953	154	7	.	.	PUNCT
spir-12953	155	1	european	european	PROPN
spir-12953	155	2	issues	issue	NOUN
spir-12953	155	3	n.	n.	VERB
spir-12953	155	4	593	593	NUM
spir-12953	155	5	(	(	PUNCT
spir-12953	155	6	fondation	fondation	PROPN
spir-12953	155	7	robert	robert	PROPN
spir-12953	155	8	schuman	schuman	PROPN
spir-12953	155	9	.	.	PUNCT
spir-12953	156	1	the	the	DET
spir-12953	156	2	research	research	NOUN
spir-12953	156	3	and	and	CCONJ
spir-12953	156	4	studies	study	NOUN
spir-12953	156	5	centre	centre	VERB
spir-12953	156	6	on	on	ADP
spir-12953	156	7	europe	europe	PROPN
spir-12953	156	8	)	)	PUNCT
spir-12953	156	9	.	.	PUNCT
spir-12953	157	1	https://www.robert-schuman.eu/en/doc/questions-d-europe/qe-593-en.pdf	https://www.robert-schuman.eu/en/doc/questions-d-europe/qe-593-en.pdf	PROPN
spir-12953	157	2	hegelich	hegelich	PROPN
spir-12953	157	3	,	,	PUNCT
spir-12953	157	4	s.	s.	PROPN
spir-12953	157	5	,	,	PUNCT
spir-12953	157	6	serrano	serrano	PROPN
spir-12953	157	7	,	,	PUNCT
spir-12953	157	8	j.	j.	PROPN
spir-12953	157	9	c.	c.	PROPN
spir-12953	157	10	m.	m.	PROPN
spir-12953	157	11	(	(	PUNCT
spir-12953	157	12	2019	2019	NUM
spir-12953	157	13	)	)	PUNCT
spir-12953	157	14	.	.	PUNCT
spir-12953	158	1	microtargeting	microtargete	VERB
spir-12953	158	2	in	in	ADP
spir-12953	158	3	deutschland	deutschland	NOUN
spir-12953	158	4	bei	bei	NOUN
spir-12953	158	5	der	der	NOUN
spir-12953	158	6	europawahl	europawahl	VERB
spir-12953	158	7	2019	2019	NUM
spir-12953	158	8	.	.	PUNCT
spir-12953	159	1	landesanstalt	landesanstalt	PROPN
spir-12953	159	2	für	für	PROPN
spir-12953	159	3	medien	medien	PROPN
spir-12953	159	4	nrw	nrw	PROPN
spir-12953	159	5	2019	2019	NUM
spir-12953	159	6	.	.	PUNCT
spir-12953	160	1	https://www.medienanstalt-nrw.de/fileadmin/user_upload/lfm-nrw/foerderung/for	https://www.medienanstalt-nrw.de/fileadmin/user_upload/lfm-nrw/foerderung/for	VERB
spir-12953	160	2	schung	schung	PROPN
spir-12953	160	3	/	/	SYM
spir-12953	160	4	dateien_forschung	dateien_forschung	PROPN
spir-12953	160	5	/	/	SYM
spir-12953	160	6	studie_microtargeting_deutschlandeuropawahl2019	studie_microtargeting_deutschlandeuropawahl2019	PROPN
spir-12953	160	7	_	_	NOUN
spir-12953	160	8	hegelich.pdf	hegelich.pdf	X
spir-12953	160	9	.	.	PUNCT
spir-12953	161	1	marwick	marwick	PROPN
spir-12953	161	2	,	,	PUNCT
spir-12953	161	3	a.	a.	PROPN
spir-12953	161	4	,	,	PUNCT
spir-12953	161	5	&	&	CCONJ
spir-12953	161	6	lewis	lewis	PROPN
spir-12953	161	7	,	,	PUNCT
spir-12953	161	8	r.	r.	PROPN
spir-12953	161	9	(	(	PUNCT
spir-12953	161	10	2017	2017	NUM
spir-12953	161	11	)	)	PUNCT
spir-12953	161	12	.	.	PUNCT
spir-12953	162	1	media	medium	NOUN
spir-12953	162	2	manipulation	manipulation	NOUN
spir-12953	162	3	and	and	CCONJ
spir-12953	162	4	disinformation	disinformation	NOUN
spir-12953	162	5	online	online	ADV
spir-12953	162	6	.	.	PUNCT
spir-12953	163	1	data	data	PROPN
spir-12953	163	2	&	&	CCONJ
spir-12953	163	3	society	society	NOUN
spir-12953	163	4	.	.	PUNCT
spir-12953	164	1	https://datasociety.net/pubs/oh/dataandsociety_mediamanipulationanddisinform	https://datasociety.net/pubs/oh/dataandsociety_mediamanipulationanddisinform	NOUN
spir-12953	164	2	ationonline.pdf	ationonline.pdf	X
spir-12953	164	3	serrano	serrano	NOUN
spir-12953	164	4	,	,	PUNCT
spir-12953	164	5	j.	j.	PROPN
spir-12953	164	6	c.	c.	PROPN
spir-12953	164	7	m.	m.	PROPN
spir-12953	164	8	,	,	PUNCT
spir-12953	164	9	shahrezaye	shahrezaye	NOUN
spir-12953	164	10	,	,	PUNCT
spir-12953	164	11	m.	m.	NOUN
spir-12953	164	12	,	,	PUNCT
spir-12953	164	13	papakyriakopoulos	papakyriakopoulo	NOUN
spir-12953	164	14	,	,	PUNCT
spir-12953	164	15	o.	o.	PROPN
spir-12953	164	16	,	,	PUNCT
spir-12953	164	17	&	&	CCONJ
spir-12953	164	18	hegelich	hegelich	PROPN
spir-12953	164	19	,	,	PUNCT
spir-12953	164	20	s.	s.	PROPN
spir-12953	164	21	(	(	PUNCT
spir-12953	164	22	2019	2019	NUM
spir-12953	164	23	,	,	PUNCT
spir-12953	164	24	july	july	PROPN
spir-12953	164	25	)	)	PUNCT
spir-12953	164	26	.	.	PUNCT
spir-12953	165	1	the	the	DET
spir-12953	165	2	rise	rise	NOUN
spir-12953	165	3	of	of	ADP
spir-12953	165	4	germany	germany	PROPN
spir-12953	165	5	's	's	PART
spir-12953	165	6	afd	afd	PROPN
spir-12953	165	7	:	:	PUNCT
spir-12953	165	8	a	a	DET
spir-12953	165	9	social	social	ADJ
spir-12953	165	10	media	medium	NOUN
spir-12953	165	11	analysis	analysis	NOUN
spir-12953	165	12	.	.	PUNCT
spir-12953	166	1	in	in	ADP
spir-12953	166	2	proceedings	proceeding	NOUN
spir-12953	166	3	of	of	ADP
spir-12953	166	4	the	the	DET
spir-12953	166	5	10th	10th	ADJ
spir-12953	166	6	international	international	ADJ
spir-12953	166	7	conference	conference	NOUN
spir-12953	166	8	on	on	ADP
spir-12953	166	9	social	social	ADJ
spir-12953	166	10	media	medium	NOUN
spir-12953	166	11	and	and	CCONJ
spir-12953	166	12	society	society	NOUN
spir-12953	166	13	(	(	PUNCT
spir-12953	166	14	pp	pp	ADJ
spir-12953	166	15	.	.	PUNCT
spir-12953	167	1	214	214	NUM
spir-12953	167	2	-	-	SYM
spir-12953	167	3	223	223	NUM
spir-12953	167	4	)	)	PUNCT
spir-12953	167	5	https://www.robert-schuman.eu/en/doc/questions-d-europe/qe-593-en.pdf	https://www.robert-schuman.eu/en/doc/questions-d-europe/qe-593-en.pdf	NOUN
spir-12953	167	6	https://www.medienanstalt-nrw.de/fileadmin/user_upload/lfm-nrw/foerderung/forschung/dateien_forschung/studie_microtargeting_deutschlandeuropawahl2019_hegelich.pdf	https://www.medienanstalt-nrw.de/fileadmin/user_upload/lfm-nrw/foerderung/forschung/dateien_forschung/studie_microtargeting_deutschlandeuropawahl2019_hegelich.pdf	NOUN
spir-12953	167	7	https://www.medienanstalt-nrw.de/fileadmin/user_upload/lfm-nrw/foerderung/forschung/dateien_forschung/studie_microtargeting_deutschlandeuropawahl2019_hegelich.pdf	https://www.medienanstalt-nrw.de/fileadmin/user_upload/lfm-nrw/foerderung/forschung/dateien_forschung/studie_microtargeting_deutschlandeuropawahl2019_hegelich.pdf	PROPN
spir-12953	167	8	https://www.medienanstalt-nrw.de/fileadmin/user_upload/lfm-nrw/foerderung/forschung/dateien_forschung/studie_microtargeting_deutschlandeuropawahl2019_hegelich.pdf	https://www.medienanstalt-nrw.de/fileadmin/user_upload/lfm-nrw/foerderung/forschung/dateien_forschung/studie_microtargeting_deutschlandeuropawahl2019_hegelich.pdf	PROPN
spir-12953	167	9	https://datasociety.net/pubs/oh/dataandsociety_mediamanipulationanddisinformationonline.pdf	https://datasociety.net/pubs/oh/dataandsociety_mediamanipulationanddisinformationonline.pdf	PROPN
spir-12953	167	10	https://datasociety.net/pubs/oh/dataandsociety_mediamanipulationanddisinformationonline.pdf	https://datasociety.net/pubs/oh/dataandsociety_mediamanipulationanddisinformationonline.pdf	PROPN
spir-12953	167	11	paper	paper	NOUN
spir-12953	167	12	3	3	NUM
spir-12953	167	13	:	:	PUNCT
spir-12953	167	14	electioneering	electioneer	VERB
spir-12953	167	15	in	in	ADP
spir-12953	167	16	pandemic	pandemic	ADJ
spir-12953	167	17	times	time	NOUN
spir-12953	167	18	:	:	PUNCT
spir-12953	167	19	the	the	DET
spir-12953	167	20	2022	2022	NUM
spir-12953	167	21	australian	australian	ADJ
spir-12953	167	22	federal	federal	ADJ
spir-12953	167	23	election	election	NOUN
spir-12953	167	24	on	on	ADP
spir-12953	167	25	facebook	facebook	PROPN
spir-12953	167	26	and	and	CCONJ
spir-12953	167	27	twitter	twitter	NOUN
spir-12953	167	28	axel	axel	PROPN
spir-12953	167	29	bruns	bruns	PROPN
spir-12953	167	30	digital	digital	ADJ
spir-12953	167	31	media	medium	NOUN
spir-12953	167	32	research	research	NOUN
spir-12953	167	33	centre	centre	NOUN
spir-12953	167	34	,	,	PUNCT
spir-12953	167	35	queensland	queensland	PROPN
spir-12953	167	36	university	university	PROPN
spir-12953	167	37	of	of	ADP
spir-12953	167	38	technology	technology	PROPN
spir-12953	167	39	daniel	daniel	PROPN
spir-12953	167	40	angus	angus	VERB
spir-12953	167	41	digital	digital	ADJ
spir-12953	167	42	media	medium	NOUN
spir-12953	167	43	research	research	NOUN
spir-12953	167	44	centre	centre	NOUN
spir-12953	167	45	,	,	PUNCT
spir-12953	167	46	queensland	queensland	PROPN
spir-12953	167	47	university	university	PROPN
spir-12953	167	48	of	of	ADP
spir-12953	167	49	technology	technology	PROPN
spir-12953	167	50	timothy	timothy	PROPN
spir-12953	167	51	graham	graham	PROPN
spir-12953	167	52	digital	digital	PROPN
spir-12953	167	53	media	media	PROPN
spir-12953	167	54	research	research	NOUN
spir-12953	167	55	centre	centre	NOUN
spir-12953	167	56	,	,	PUNCT
spir-12953	167	57	queensland	queensland	PROPN
spir-12953	167	58	university	university	PROPN
spir-12953	167	59	of	of	ADP
spir-12953	167	60	technology	technology	PROPN
spir-12953	167	61	ehsan	ehsan	PROPN
spir-12953	167	62	dehghan	dehghan	PROPN
spir-12953	167	63	digital	digital	ADJ
spir-12953	167	64	media	medium	NOUN
spir-12953	167	65	research	research	NOUN
spir-12953	167	66	centre	centre	NOUN
spir-12953	167	67	,	,	PUNCT
spir-12953	167	68	queensland	queensland	PROPN
spir-12953	167	69	university	university	PROPN
spir-12953	167	70	of	of	ADP
spir-12953	167	71	technology	technology	PROPN
spir-12953	167	72	nadia	nadia	PROPN
spir-12953	167	73	jude	jude	PROPN
spir-12953	167	74	digital	digital	PROPN
spir-12953	167	75	media	media	PROPN
spir-12953	167	76	research	research	NOUN
spir-12953	167	77	centre	centre	NOUN
spir-12953	167	78	,	,	PUNCT
spir-12953	167	79	queensland	queensland	PROPN
spir-12953	167	80	university	university	PROPN
spir-12953	167	81	of	of	ADP
spir-12953	167	82	technology	technology	PROPN
spir-12953	167	83	phoebe	phoebe	PROPN
spir-12953	167	84	matich	matich	NOUN
spir-12953	167	85	digital	digital	ADJ
spir-12953	167	86	media	medium	NOUN
spir-12953	167	87	research	research	NOUN
spir-12953	167	88	centre	centre	NOUN
spir-12953	167	89	,	,	PUNCT
spir-12953	167	90	queensland	queensland	PROPN
spir-12953	167	91	university	university	PROPN
spir-12953	167	92	of	of	ADP
spir-12953	167	93	technology	technology	NOUN
spir-12953	167	94	introduction	introduction	NOUN
spir-12953	167	95	the	the	DET
spir-12953	167	96	2022	2022	NUM
spir-12953	167	97	australian	australian	ADJ
spir-12953	167	98	federal	federal	ADJ
spir-12953	167	99	election	election	NOUN
spir-12953	167	100	campaign	campaign	NOUN
spir-12953	167	101	,	,	PUNCT
spir-12953	167	102	between	between	ADP
spir-12953	167	103	march	march	PROPN
spir-12953	167	104	and	and	CCONJ
spir-12953	167	105	may	may	PROPN
spir-12953	167	106	2022	2022	NUM
spir-12953	167	107	,	,	PUNCT
spir-12953	167	108	takes	take	VERB
spir-12953	167	109	place	place	NOUN
spir-12953	167	110	in	in	ADP
spir-12953	167	111	the	the	DET
spir-12953	167	112	immediate	immediate	ADJ
spir-12953	167	113	aftermath	aftermath	NOUN
spir-12953	167	114	of	of	ADP
spir-12953	167	115	the	the	DET
spir-12953	167	116	covid-19	covid-19	PROPN
spir-12953	167	117	pandemic	pandemic	NOUN
spir-12953	167	118	–	–	PUNCT
spir-12953	167	119	a	a	DET
spir-12953	167	120	period	period	NOUN
spir-12953	167	121	of	of	ADP
spir-12953	167	122	time	time	NOUN
spir-12953	167	123	during	during	ADP
spir-12953	167	124	which	which	PRON
spir-12953	167	125	most	most	ADJ
spir-12953	167	126	australian	australian	ADJ
spir-12953	167	127	states	state	NOUN
spir-12953	167	128	and	and	CCONJ
spir-12953	167	129	territories	territory	NOUN
spir-12953	167	130	experienced	experience	VERB
spir-12953	167	131	severe	severe	ADJ
spir-12953	167	132	disruptions	disruption	NOUN
spir-12953	167	133	from	from	ADP
spir-12953	167	134	sometimes	sometimes	ADV
spir-12953	167	135	lengthy	lengthy	ADJ
spir-12953	167	136	lockdowns	lockdown	NOUN
spir-12953	167	137	;	;	PUNCT
spir-12953	167	138	internal	internal	ADJ
spir-12953	167	139	and	and	CCONJ
spir-12953	167	140	external	external	ADJ
spir-12953	167	141	borders	border	NOUN
spir-12953	167	142	were	be	AUX
spir-12953	167	143	closed	close	VERB
spir-12953	167	144	to	to	ADP
spir-12953	167	145	all	all	DET
spir-12953	167	146	but	but	CCONJ
spir-12953	167	147	essential	essential	ADJ
spir-12953	167	148	travel	travel	NOUN
spir-12953	167	149	;	;	PUNCT
spir-12953	167	150	and	and	CCONJ
spir-12953	167	151	significant	significant	ADJ
spir-12953	167	152	disagreements	disagreement	NOUN
spir-12953	167	153	unfolded	unfold	VERB
spir-12953	167	154	between	between	ADP
spir-12953	167	155	state	state	NOUN
spir-12953	167	156	and	and	CCONJ
spir-12953	167	157	federal	federal	ADJ
spir-12953	167	158	leaders	leader	NOUN
spir-12953	167	159	about	about	ADP
spir-12953	167	160	appropriate	appropriate	ADJ
spir-12953	167	161	public	public	ADJ
spir-12953	167	162	health	health	NOUN
spir-12953	167	163	,	,	PUNCT
spir-12953	167	164	economic	economic	ADJ
spir-12953	167	165	,	,	PUNCT
spir-12953	167	166	and	and	CCONJ
spir-12953	167	167	civil	civil	ADJ
spir-12953	167	168	liberties	liberty	NOUN
spir-12953	167	169	responses	response	NOUN
spir-12953	167	170	to	to	ADP
spir-12953	167	171	the	the	DET
spir-12953	167	172	immediate	immediate	ADJ
spir-12953	167	173	pandemic	pandemic	ADJ
spir-12953	167	174	threat	threat	NOUN
spir-12953	167	175	itself	itself	PRON
spir-12953	167	176	,	,	PUNCT
spir-12953	167	177	to	to	ADP
spir-12953	167	178	its	its	PRON
spir-12953	167	179	impact	impact	NOUN
spir-12953	167	180	on	on	ADP
spir-12953	167	181	the	the	DET
spir-12953	167	182	economy	economy	NOUN
spir-12953	167	183	,	,	PUNCT
spir-12953	167	184	and	and	CCONJ
spir-12953	167	185	to	to	ADP
spir-12953	167	186	the	the	DET
spir-12953	167	187	spread	spread	NOUN
spir-12953	167	188	of	of	ADP
spir-12953	167	189	misand	misand	NOUN
spir-12953	167	190	disinformation	disinformation	NOUN
spir-12953	167	191	seeking	seek	VERB
spir-12953	167	192	to	to	PART
spir-12953	167	193	exploit	exploit	VERB
spir-12953	167	194	the	the	DET
spir-12953	167	195	situation	situation	NOUN
spir-12953	167	196	for	for	ADP
spir-12953	167	197	hyperpartisan	hyperpartisan	ADJ
spir-12953	167	198	political	political	ADJ
spir-12953	167	199	benefit	benefit	NOUN
spir-12953	167	200	.	.	PUNCT
spir-12953	168	1	the	the	DET
spir-12953	168	2	conservative	conservative	ADJ
spir-12953	168	3	federal	federal	ADJ
spir-12953	168	4	government	government	NOUN
spir-12953	168	5	by	by	ADP
spir-12953	168	6	the	the	DET
spir-12953	168	7	coalition	coalition	NOUN
spir-12953	168	8	of	of	ADP
spir-12953	168	9	liberal	liberal	ADJ
spir-12953	168	10	and	and	CCONJ
spir-12953	168	11	national	national	ADJ
spir-12953	168	12	parties	party	NOUN
spir-12953	168	13	under	under	ADP
spir-12953	168	14	the	the	DET
spir-12953	168	15	leadership	leadership	NOUN
spir-12953	168	16	of	of	ADP
spir-12953	168	17	prime	prime	PROPN
spir-12953	168	18	minister	minister	PROPN
spir-12953	168	19	scott	scott	PROPN
spir-12953	168	20	morrison	morrison	PROPN
spir-12953	168	21	,	,	PUNCT
spir-12953	168	22	in	in	ADP
spir-12953	168	23	particular	particular	ADJ
spir-12953	168	24	,	,	PUNCT
spir-12953	168	25	has	have	AUX
spir-12953	168	26	been	be	AUX
spir-12953	168	27	widely	widely	ADV
spir-12953	168	28	criticised	criticise	VERB
spir-12953	168	29	for	for	ADP
spir-12953	168	30	its	its	PRON
spir-12953	168	31	lack	lack	NOUN
spir-12953	168	32	of	of	ADP
spir-12953	168	33	forward	forward	ADJ
spir-12953	168	34	planning	planning	NOUN
spir-12953	168	35	,	,	PUNCT
spir-12953	168	36	its	its	PRON
spir-12953	168	37	misdirected	misdirected	ADJ
spir-12953	168	38	financial	financial	ADJ
spir-12953	168	39	support	support	NOUN
spir-12953	168	40	that	that	PRON
spir-12953	168	41	benefitted	benefit	VERB
spir-12953	168	42	major	major	ADJ
spir-12953	168	43	corporations	corporation	NOUN
spir-12953	168	44	rather	rather	ADV
spir-12953	168	45	that	that	SCONJ
spir-12953	168	46	citizens	citizen	NOUN
spir-12953	168	47	,	,	PUNCT
spir-12953	168	48	and	and	CCONJ
spir-12953	168	49	its	its	PRON
spir-12953	168	50	politicisation	politicisation	NOUN
spir-12953	168	51	of	of	ADP
spir-12953	168	52	policy	policy	NOUN
spir-12953	168	53	differences	difference	NOUN
spir-12953	168	54	between	between	ADP
spir-12953	168	55	state	state	NOUN
spir-12953	168	56	and	and	CCONJ
spir-12953	168	57	federal	federal	ADJ
spir-12953	168	58	leaders	leader	NOUN
spir-12953	168	59	(	(	PUNCT
spir-12953	168	60	e.g.	e.g.	ADV
spir-12953	168	61	glenday	glenday	NOUN
spir-12953	168	62	,	,	PUNCT
spir-12953	168	63	2022	2022	NUM
spir-12953	168	64	)	)	PUNCT
spir-12953	168	65	.	.	PUNCT
spir-12953	169	1	meanwhile	meanwhile	ADV
spir-12953	169	2	,	,	PUNCT
spir-12953	169	3	overshadowed	overshadow	VERB
spir-12953	169	4	by	by	ADP
spir-12953	169	5	the	the	DET
spir-12953	169	6	public	public	ADJ
spir-12953	169	7	attention	attention	NOUN
spir-12953	169	8	directed	direct	VERB
spir-12953	169	9	to	to	ADP
spir-12953	169	10	state	state	NOUN
spir-12953	169	11	and	and	CCONJ
spir-12953	169	12	territory	territory	NOUN
spir-12953	169	13	leaders	leader	NOUN
spir-12953	169	14	during	during	ADP
spir-12953	169	15	the	the	DET
spir-12953	169	16	pandemic	pandemic	NOUN
spir-12953	169	17	,	,	PUNCT
spir-12953	169	18	the	the	DET
spir-12953	169	19	oppositional	oppositional	ADJ
spir-12953	169	20	australian	australian	ADJ
spir-12953	169	21	labor	labor	NOUN
spir-12953	169	22	party	party	PROPN
spir-12953	169	23	has	have	AUX
spir-12953	169	24	struggled	struggle	VERB
spir-12953	169	25	at	at	ADP
spir-12953	169	26	federal	federal	ADJ
spir-12953	169	27	level	level	NOUN
spir-12953	169	28	to	to	PART
spir-12953	169	29	clearly	clearly	ADV
spir-12953	169	30	present	present	VERB
spir-12953	169	31	an	an	DET
spir-12953	169	32	alternative	alternative	ADJ
spir-12953	169	33	vision	vision	NOUN
spir-12953	169	34	for	for	ADP
spir-12953	169	35	the	the	DET
spir-12953	169	36	country	country	NOUN
spir-12953	169	37	,	,	PUNCT
spir-12953	169	38	with	with	ADP
spir-12953	169	39	opinion	opinion	NOUN
spir-12953	169	40	polls	poll	NOUN
spir-12953	169	41	still	still	ADV
spir-12953	169	42	showing	show	VERB
spir-12953	169	43	considerable	considerable	ADJ
spir-12953	169	44	uncertainty	uncertainty	NOUN
spir-12953	169	45	about	about	ADP
spir-12953	169	46	the	the	DET
spir-12953	169	47	leadership	leadership	NOUN
spir-12953	169	48	credentials	credential	NOUN
spir-12953	169	49	of	of	ADP
spir-12953	169	50	opposition	opposition	NOUN
spir-12953	169	51	leader	leader	NOUN
spir-12953	169	52	anthony	anthony	PROPN
spir-12953	169	53	albanese	albanese	PROPN
spir-12953	169	54	.	.	PUNCT
spir-12953	170	1	such	such	ADJ
spir-12953	170	2	disenchantment	disenchantment	NOUN
spir-12953	170	3	with	with	ADP
spir-12953	170	4	both	both	CCONJ
spir-12953	170	5	major	major	ADJ
spir-12953	170	6	party	party	NOUN
spir-12953	170	7	blocs	bloc	NOUN
spir-12953	170	8	is	be	AUX
spir-12953	170	9	exploited	exploit	VERB
spir-12953	170	10	,	,	PUNCT
spir-12953	170	11	in	in	ADP
spir-12953	170	12	turn	turn	NOUN
spir-12953	170	13	,	,	PUNCT
spir-12953	170	14	by	by	ADP
spir-12953	170	15	a	a	DET
spir-12953	170	16	wave	wave	NOUN
spir-12953	170	17	of	of	ADP
spir-12953	170	18	broadly	broadly	ADV
spir-12953	170	19	centrist	centrist	ADJ
spir-12953	170	20	independent	independent	ADJ
spir-12953	170	21	candidates	candidate	NOUN
spir-12953	170	22	seeking	seek	VERB
spir-12953	170	23	to	to	PART
spir-12953	170	24	win	win	VERB
spir-12953	170	25	electorates	electorate	NOUN
spir-12953	170	26	previously	previously	ADV
spir-12953	170	27	held	hold	VERB
spir-12953	170	28	by	by	ADP
spir-12953	170	29	conservatives	conservative	NOUN
spir-12953	170	30	and	and	CCONJ
spir-12953	170	31	unlikely	unlikely	ADJ
spir-12953	170	32	to	to	PART
spir-12953	170	33	elect	elect	VERB
spir-12953	170	34	labor	labor	NOUN
spir-12953	170	35	politicians	politician	NOUN
spir-12953	170	36	;	;	PUNCT
spir-12953	170	37	in	in	ADP
spir-12953	170	38	addition	addition	NOUN
spir-12953	170	39	,	,	PUNCT
spir-12953	170	40	the	the	DET
spir-12953	170	41	populist	populist	ADJ
spir-12953	170	42	united	united	PROPN
spir-12953	170	43	australia	australia	PROPN
spir-12953	170	44	party	party	PROPN
spir-12953	170	45	under	under	ADP
spir-12953	170	46	the	the	DET
spir-12953	170	47	leadership	leadership	NOUN
spir-12953	170	48	of	of	ADP
spir-12953	170	49	controversial	controversial	ADJ
spir-12953	170	50	mining	mining	NOUN
spir-12953	170	51	billionaire	billionaire	NOUN
spir-12953	170	52	clive	clive	PROPN
spir-12953	170	53	palmer	palmer	PROPN
spir-12953	170	54	has	have	AUX
spir-12953	170	55	already	already	ADV
spir-12953	170	56	begun	begin	VERB
spir-12953	170	57	an	an	DET
spir-12953	170	58	aggressive	aggressive	ADJ
spir-12953	170	59	billboard	billboard	NOUN
spir-12953	170	60	,	,	PUNCT
spir-12953	170	61	broadcast	broadcast	NOUN
spir-12953	170	62	,	,	PUNCT
spir-12953	170	63	sms	sms	PROPN
spir-12953	170	64	,	,	PUNCT
spir-12953	170	65	and	and	CCONJ
spir-12953	170	66	online	online	ADJ
spir-12953	170	67	advertising	advertising	NOUN
spir-12953	170	68	campaign	campaign	NOUN
spir-12953	170	69	that	that	PRON
spir-12953	170	70	seeks	seek	VERB
spir-12953	170	71	to	to	PART
spir-12953	170	72	disrupt	disrupt	VERB
spir-12953	170	73	the	the	DET
spir-12953	170	74	conventional	conventional	ADJ
spir-12953	170	75	party	party	NOUN
spir-12953	170	76	landscape	landscape	NOUN
spir-12953	170	77	and	and	CCONJ
spir-12953	170	78	is	be	AUX
spir-12953	170	79	actively	actively	ADV
spir-12953	170	80	distributing	distribute	VERB
spir-12953	170	81	covid-19	covid-19	PROPN
spir-12953	170	82	disinformation	disinformation	NOUN
spir-12953	170	83	(	(	PUNCT
spir-12953	170	84	taylor	taylor	PROPN
spir-12953	170	85	&	&	CCONJ
spir-12953	170	86	karp	karp	PROPN
spir-12953	170	87	,	,	PUNCT
spir-12953	170	88	2021	2021	NUM
spir-12953	170	89	)	)	PUNCT
spir-12953	170	90	.	.	PUNCT
spir-12953	171	1	tendentious	tendentious	ADJ
spir-12953	171	2	electioneering	electioneering	NOUN
spir-12953	171	3	and	and	CCONJ
spir-12953	171	4	outright	outright	ADJ
spir-12953	171	5	disinformation	disinformation	NOUN
spir-12953	171	6	,	,	PUNCT
spir-12953	171	7	related	relate	VERB
spir-12953	171	8	to	to	ADP
spir-12953	171	9	covid-19	covid-19	PROPN
spir-12953	171	10	as	as	ADV
spir-12953	171	11	well	well	ADV
spir-12953	171	12	as	as	ADP
spir-12953	171	13	to	to	ADP
spir-12953	171	14	other	other	ADJ
spir-12953	171	15	major	major	ADJ
spir-12953	171	16	issues	issue	NOUN
spir-12953	171	17	,	,	PUNCT
spir-12953	171	18	are	be	AUX
spir-12953	171	19	also	also	ADV
spir-12953	171	20	likely	likely	ADJ
spir-12953	171	21	to	to	PART
spir-12953	171	22	feature	feature	VERB
spir-12953	171	23	in	in	ADP
spir-12953	171	24	the	the	DET
spir-12953	171	25	major	major	ADJ
spir-12953	171	26	parties	party	NOUN
spir-12953	171	27	’	’	PART
spir-12953	171	28	campaigns	campaign	NOUN
spir-12953	171	29	,	,	PUNCT
spir-12953	171	30	however	however	ADV
spir-12953	171	31	:	:	PUNCT
spir-12953	171	32	in	in	ADP
spir-12953	171	33	past	past	ADJ
spir-12953	171	34	elections	election	NOUN
spir-12953	171	35	,	,	PUNCT
spir-12953	171	36	the	the	DET
spir-12953	171	37	labor	labor	NOUN
spir-12953	171	38	party	party	NOUN
spir-12953	171	39	executed	execute	VERB
spir-12953	171	40	a	a	DET
spir-12953	171	41	successful	successful	ADJ
spir-12953	171	42	‘	'	PUNCT
spir-12953	171	43	mediscare	mediscare	NOUN
spir-12953	171	44	’	'	PUNCT
spir-12953	171	45	campaign	campaign	NOUN
spir-12953	171	46	,	,	PUNCT
spir-12953	171	47	worrying	worry	VERB
spir-12953	171	48	voters	voter	NOUN
spir-12953	171	49	about	about	ADP
spir-12953	171	50	supposed	suppose	VERB
spir-12953	171	51	coalition	coalition	NOUN
spir-12953	171	52	plans	plan	NOUN
spir-12953	171	53	to	to	PART
spir-12953	171	54	wind	wind	VERB
spir-12953	171	55	back	back	ADP
spir-12953	171	56	universal	universal	ADJ
spir-12953	171	57	healthcare	healthcare	NOUN
spir-12953	171	58	in	in	ADP
spir-12953	171	59	australia	australia	PROPN
spir-12953	171	60	(	(	PUNCT
spir-12953	171	61	hunter	hunter	NOUN
spir-12953	171	62	,	,	PUNCT
spir-12953	171	63	2016	2016	NUM
spir-12953	171	64	)	)	PUNCT
spir-12953	171	65	;	;	PUNCT
spir-12953	171	66	the	the	DET
spir-12953	171	67	coalition	coalition	NOUN
spir-12953	171	68	won	win	VERB
spir-12953	171	69	the	the	DET
spir-12953	171	70	2019	2019	NUM
spir-12953	171	71	election	election	NOUN
spir-12953	171	72	in	in	ADP
spir-12953	171	73	part	part	NOUN
spir-12953	171	74	as	as	ADP
spir-12953	171	75	a	a	DET
spir-12953	171	76	result	result	NOUN
spir-12953	171	77	of	of	ADP
spir-12953	171	78	its	its	PRON
spir-12953	171	79	‘	'	PUNCT
spir-12953	171	80	death	death	NOUN
spir-12953	171	81	tax	tax	NOUN
spir-12953	171	82	’	'	PUNCT
spir-12953	171	83	campaign	campaign	NOUN
spir-12953	171	84	,	,	PUNCT
spir-12953	171	85	misrepresenting	misrepresent	VERB
spir-12953	171	86	labor	labor	NOUN
spir-12953	171	87	’s	’s	PART
spir-12953	171	88	plans	plan	NOUN
spir-12953	171	89	to	to	PART
spir-12953	171	90	reduce	reduce	VERB
spir-12953	171	91	tax	tax	NOUN
spir-12953	171	92	benefits	benefit	NOUN
spir-12953	171	93	for	for	ADP
spir-12953	171	94	rich	rich	ADJ
spir-12953	171	95	retirees	retiree	NOUN
spir-12953	171	96	(	(	PUNCT
spir-12953	171	97	emerson	emerson	PROPN
spir-12953	171	98	&	&	CCONJ
spir-12953	171	99	weatherill	weatherill	PROPN
spir-12953	171	100	,	,	PUNCT
spir-12953	171	101	2019	2019	NUM
spir-12953	171	102	)	)	PUNCT
spir-12953	171	103	.	.	PUNCT
spir-12953	172	1	such	such	ADJ
spir-12953	172	2	campaigns	campaign	NOUN
spir-12953	172	3	are	be	AUX
spir-12953	172	4	likely	likely	ADJ
spir-12953	172	5	to	to	PART
spir-12953	172	6	find	find	VERB
spir-12953	172	7	fertile	fertile	ADJ
spir-12953	172	8	ground	ground	NOUN
spir-12953	172	9	in	in	ADP
spir-12953	172	10	a	a	DET
spir-12953	172	11	fractious	fractious	ADJ
spir-12953	172	12	and	and	CCONJ
spir-12953	172	13	frustrated	frustrated	ADJ
spir-12953	172	14	electorate	electorate	NOUN
spir-12953	172	15	that	that	PRON
spir-12953	172	16	is	be	AUX
spir-12953	172	17	already	already	ADV
spir-12953	172	18	affected	affect	VERB
spir-12953	172	19	by	by	ADP
spir-12953	172	20	substantial	substantial	ADJ
spir-12953	172	21	volumes	volume	NOUN
spir-12953	172	22	of	of	ADP
spir-12953	172	23	covid-19	covid-19	PROPN
spir-12953	172	24	misand	misand	NOUN
spir-12953	172	25	disinformation	disinformation	NOUN
spir-12953	172	26	.	.	PUNCT
spir-12953	173	1	approach	approach	NOUN
spir-12953	173	2	building	build	VERB
spir-12953	173	3	on	on	ADP
spir-12953	173	4	the	the	DET
spir-12953	173	5	methodology	methodology	NOUN
spir-12953	173	6	established	establish	VERB
spir-12953	173	7	in	in	ADP
spir-12953	173	8	our	our	PRON
spir-12953	173	9	studies	study	NOUN
spir-12953	173	10	of	of	ADP
spir-12953	173	11	australian	australian	ADJ
spir-12953	173	12	federal	federal	ADJ
spir-12953	173	13	elections	election	NOUN
spir-12953	173	14	in	in	ADP
spir-12953	173	15	2013	2013	NUM
spir-12953	173	16	,	,	PUNCT
spir-12953	173	17	2016	2016	NUM
spir-12953	173	18	,	,	PUNCT
spir-12953	173	19	and	and	CCONJ
spir-12953	173	20	2019	2019	NUM
spir-12953	173	21	,	,	PUNCT
spir-12953	173	22	this	this	DET
spir-12953	173	23	work	work	NOUN
spir-12953	173	24	-	-	PUNCT
spir-12953	173	25	in	in	ADP
spir-12953	173	26	-	-	PUNCT
spir-12953	173	27	progress	progress	NOUN
spir-12953	173	28	paper	paper	NOUN
spir-12953	173	29	presents	present	VERB
spir-12953	173	30	a	a	DET
spir-12953	173	31	first	first	ADJ
spir-12953	173	32	analysis	analysis	NOUN
spir-12953	173	33	of	of	ADP
spir-12953	173	34	social	social	ADJ
spir-12953	173	35	media	medium	NOUN
spir-12953	173	36	campaigning	campaigning	NOUN
spir-12953	173	37	during	during	ADP
spir-12953	173	38	the	the	DET
spir-12953	173	39	2022	2022	NUM
spir-12953	173	40	australian	australian	ADJ
spir-12953	173	41	federal	federal	ADJ
spir-12953	173	42	election	election	NOUN
spir-12953	173	43	.	.	PUNCT
spir-12953	174	1	for	for	ADP
spir-12953	174	2	this	this	PRON
spir-12953	174	3	we	we	PRON
spir-12953	174	4	draw	draw	VERB
spir-12953	174	5	on	on	ADP
spir-12953	174	6	our	our	PRON
spir-12953	174	7	established	establish	VERB
spir-12953	174	8	approach	approach	NOUN
spir-12953	174	9	to	to	ADP
spir-12953	174	10	analysing	analyse	VERB
spir-12953	174	11	twitter	twitter	NOUN
spir-12953	174	12	campaigning	campaigning	NOUN
spir-12953	174	13	(	(	PUNCT
spir-12953	174	14	as	as	SCONJ
spir-12953	174	15	utilised	utilise	VERB
spir-12953	174	16	for	for	ADP
spir-12953	174	17	our	our	PRON
spir-12953	174	18	studies	study	NOUN
spir-12953	174	19	of	of	ADP
spir-12953	174	20	the	the	DET
spir-12953	174	21	2013	2013	NUM
spir-12953	174	22	,	,	PUNCT
spir-12953	174	23	2016	2016	NUM
spir-12953	174	24	,	,	PUNCT
spir-12953	174	25	and	and	CCONJ
spir-12953	174	26	2019	2019	NUM
spir-12953	174	27	campaigns	campaign	NOUN
spir-12953	174	28	;	;	PUNCT
spir-12953	174	29	bruns	brun	NOUN
spir-12953	174	30	,	,	PUNCT
spir-12953	174	31	2017	2017	NUM
spir-12953	174	32	;	;	PUNCT
spir-12953	174	33	bruns	brun	NOUN
spir-12953	174	34	&	&	CCONJ
spir-12953	174	35	moon	moon	PROPN
spir-12953	174	36	,	,	PUNCT
spir-12953	174	37	2018	2018	NUM
spir-12953	174	38	;	;	PUNCT
spir-12953	174	39	bruns	brun	NOUN
spir-12953	174	40	et	et	PROPN
spir-12953	174	41	al	al	PROPN
spir-12953	174	42	.	.	PROPN
spir-12953	174	43	,	,	PUNCT
spir-12953	174	44	2021	2021	NUM
spir-12953	174	45	)	)	PUNCT
spir-12953	174	46	and	and	CCONJ
spir-12953	174	47	on	on	ADP
spir-12953	174	48	our	our	PRON
spir-12953	174	49	translation	translation	NOUN
spir-12953	174	50	of	of	ADP
spir-12953	174	51	that	that	DET
spir-12953	174	52	approach	approach	NOUN
spir-12953	174	53	to	to	ADP
spir-12953	174	54	the	the	DET
spir-12953	174	55	analysis	analysis	NOUN
spir-12953	174	56	of	of	ADP
spir-12953	174	57	campaigning	campaigning	NOUN
spir-12953	174	58	via	via	ADP
spir-12953	174	59	candidate	candidate	NOUN
spir-12953	174	60	pages	page	NOUN
spir-12953	174	61	on	on	ADP
spir-12953	174	62	facebook	facebook	PROPN
spir-12953	174	63	(	(	PUNCT
spir-12953	174	64	as	as	SCONJ
spir-12953	174	65	developed	develop	VERB
spir-12953	174	66	for	for	ADP
spir-12953	174	67	the	the	DET
spir-12953	174	68	2020	2020	NUM
spir-12953	174	69	queensland	queensland	NOUN
spir-12953	174	70	state	state	NOUN
spir-12953	174	71	election	election	NOUN
spir-12953	174	72	;	;	PUNCT
spir-12953	174	73	bruns	brun	NOUN
spir-12953	174	74	&	&	CCONJ
spir-12953	174	75	angus	angus	NOUN
spir-12953	174	76	,	,	PUNCT
spir-12953	174	77	2020	2020	NUM
spir-12953	174	78	)	)	PUNCT
spir-12953	174	79	.	.	PUNCT
spir-12953	175	1	as	as	ADP
spir-12953	175	2	part	part	NOUN
spir-12953	175	3	of	of	ADP
spir-12953	175	4	an	an	DET
spir-12953	175	5	international	international	ADJ
spir-12953	175	6	collaboration	collaboration	NOUN
spir-12953	175	7	to	to	PART
spir-12953	175	8	identify	identify	VERB
spir-12953	175	9	political	political	ADJ
spir-12953	175	10	candidates	candidate	NOUN
spir-12953	175	11	on	on	ADP
spir-12953	175	12	social	social	ADJ
spir-12953	175	13	media	medium	NOUN
spir-12953	175	14	platforms	platform	NOUN
spir-12953	175	15	that	that	PRON
spir-12953	175	16	has	have	AUX
spir-12953	175	17	already	already	ADV
spir-12953	175	18	produced	produce	VERB
spir-12953	175	19	a	a	DET
spir-12953	175	20	dataset	dataset	NOUN
spir-12953	175	21	of	of	ADP
spir-12953	175	22	election	election	NOUN
spir-12953	175	23	candidates	candidate	NOUN
spir-12953	175	24	on	on	ADP
spir-12953	175	25	twitter	twitter	NOUN
spir-12953	175	26	for	for	ADP
spir-12953	175	27	the	the	DET
spir-12953	175	28	2021	2021	NUM
spir-12953	175	29	federal	federal	ADJ
spir-12953	175	30	election	election	NOUN
spir-12953	175	31	in	in	ADP
spir-12953	175	32	germany	germany	PROPN
spir-12953	175	33	(	(	PUNCT
spir-12953	175	34	sältzer	sältzer	NOUN
spir-12953	175	35	,	,	PUNCT
spir-12953	175	36	2021	2021	NUM
spir-12953	175	37	)	)	PUNCT
spir-12953	175	38	,	,	PUNCT
spir-12953	175	39	we	we	PRON
spir-12953	175	40	identify	identify	VERB
spir-12953	175	41	the	the	DET
spir-12953	175	42	twitter	twitter	NOUN
spir-12953	175	43	accounts	account	NOUN
spir-12953	175	44	and	and	CCONJ
spir-12953	175	45	facebook	facebook	NOUN
spir-12953	175	46	pages	page	NOUN
spir-12953	175	47	of	of	ADP
spir-12953	175	48	all	all	DET
spir-12953	175	49	australian	australian	ADJ
spir-12953	175	50	federal	federal	ADJ
spir-12953	175	51	election	election	NOUN
spir-12953	175	52	candidates	candidate	NOUN
spir-12953	175	53	,	,	PUNCT
spir-12953	175	54	and	and	CCONJ
spir-12953	175	55	use	use	VERB
spir-12953	175	56	the	the	DET
spir-12953	175	57	twitter	twitter	NOUN
spir-12953	175	58	api	api	NOUN
spir-12953	175	59	and	and	CCONJ
spir-12953	175	60	the	the	DET
spir-12953	175	61	facebook	facebook	PROPN
spir-12953	175	62	data	data	PROPN
spir-12953	175	63	tool	tool	PROPN
spir-12953	175	64	crowdtangle	crowdtangle	VERB
spir-12953	175	65	to	to	PART
spir-12953	175	66	capture	capture	VERB
spir-12953	175	67	all	all	DET
spir-12953	175	68	posts	post	NOUN
spir-12953	175	69	by	by	ADP
spir-12953	175	70	these	these	DET
spir-12953	175	71	accounts	account	NOUN
spir-12953	175	72	and	and	CCONJ
spir-12953	175	73	pages	page	NOUN
spir-12953	175	74	,	,	PUNCT
spir-12953	175	75	and	and	CCONJ
spir-12953	175	76	all	all	DET
spir-12953	175	77	tweets	tweet	NOUN
spir-12953	175	78	directed	direct	VERB
spir-12953	175	79	at	at	ADP
spir-12953	175	80	the	the	DET
spir-12953	175	81	candidate	candidate	NOUN
spir-12953	175	82	accounts	account	VERB
spir-12953	175	83	on	on	ADP
spir-12953	175	84	twitter	twitter	NOUN
spir-12953	175	85	as	as	ADV
spir-12953	175	86	well	well	ADV
spir-12953	175	87	as	as	ADP
spir-12953	175	88	interactions	interaction	NOUN
spir-12953	175	89	around	around	ADP
spir-12953	175	90	the	the	DET
spir-12953	175	91	candidate	candidate	NOUN
spir-12953	175	92	pages	page	NOUN
spir-12953	175	93	on	on	ADP
spir-12953	175	94	facebook	facebook	PROPN
spir-12953	175	95	.	.	PUNCT
spir-12953	176	1	we	we	PRON
spir-12953	176	2	capture	capture	VERB
spir-12953	176	3	these	these	PRON
spir-12953	176	4	throughout	throughout	ADP
spir-12953	176	5	the	the	DET
spir-12953	176	6	election	election	NOUN
spir-12953	176	7	campaign	campaign	NOUN
spir-12953	176	8	,	,	PUNCT
spir-12953	176	9	from	from	ADP
spir-12953	176	10	the	the	DET
spir-12953	176	11	official	official	ADJ
spir-12953	176	12	issuing	issuing	NOUN
spir-12953	176	13	of	of	ADP
spir-12953	176	14	the	the	DET
spir-12953	176	15	electoral	electoral	ADJ
spir-12953	176	16	writs	writ	NOUN
spir-12953	176	17	to	to	ADP
spir-12953	176	18	the	the	DET
spir-12953	176	19	election	election	NOUN
spir-12953	176	20	day	day	NOUN
spir-12953	176	21	.	.	PUNCT
spir-12953	177	1	as	as	ADP
spir-12953	177	2	in	in	ADP
spir-12953	177	3	our	our	PRON
spir-12953	177	4	previous	previous	ADJ
spir-12953	177	5	election	election	NOUN
spir-12953	177	6	analyses	analysis	NOUN
spir-12953	177	7	,	,	PUNCT
spir-12953	177	8	we	we	PRON
spir-12953	177	9	draw	draw	VERB
spir-12953	177	10	on	on	ADP
spir-12953	177	11	these	these	DET
spir-12953	177	12	datasets	dataset	NOUN
spir-12953	177	13	to	to	PART
spir-12953	177	14	produce	produce	VERB
spir-12953	177	15	a	a	DET
spir-12953	177	16	number	number	NOUN
spir-12953	177	17	of	of	ADP
spir-12953	177	18	insights	insight	NOUN
spir-12953	177	19	;	;	PUNCT
spir-12953	177	20	as	as	SCONJ
spir-12953	177	21	the	the	DET
spir-12953	177	22	2022	2022	NUM
spir-12953	177	23	election	election	NOUN
spir-12953	177	24	has	have	VERB
spir-12953	177	25	yet	yet	ADV
spir-12953	177	26	to	to	PART
spir-12953	177	27	take	take	VERB
spir-12953	177	28	place	place	NOUN
spir-12953	177	29	,	,	PUNCT
spir-12953	177	30	we	we	PRON
spir-12953	177	31	use	use	VERB
spir-12953	177	32	examples	example	NOUN
spir-12953	177	33	from	from	ADP
spir-12953	177	34	past	past	ADJ
spir-12953	177	35	elections	election	NOUN
spir-12953	177	36	to	to	PART
spir-12953	177	37	illustrate	illustrate	VERB
spir-12953	177	38	these	these	PRON
spir-12953	177	39	here	here	ADV
spir-12953	177	40	.	.	PUNCT
spir-12953	178	1	first	first	ADV
spir-12953	178	2	,	,	PUNCT
spir-12953	178	3	we	we	PRON
spir-12953	178	4	investigate	investigate	VERB
spir-12953	178	5	the	the	DET
spir-12953	178	6	overall	overall	ADJ
spir-12953	178	7	distribution	distribution	NOUN
spir-12953	178	8	of	of	ADP
spir-12953	178	9	engagement	engagement	NOUN
spir-12953	178	10	with	with	ADP
spir-12953	178	11	the	the	DET
spir-12953	178	12	different	different	ADJ
spir-12953	178	13	parties	party	NOUN
spir-12953	178	14	and	and	CCONJ
spir-12953	178	15	their	their	PRON
spir-12953	178	16	candidates	candidate	NOUN
spir-12953	178	17	.	.	PUNCT
spir-12953	179	1	such	such	ADJ
spir-12953	179	2	engagement	engagement	NOUN
spir-12953	179	3	commonly	commonly	ADV
spir-12953	179	4	centres	centre	VERB
spir-12953	179	5	on	on	ADP
spir-12953	179	6	the	the	DET
spir-12953	179	7	liberal	liberal	ADJ
spir-12953	179	8	and	and	CCONJ
spir-12953	179	9	labor	labor	NOUN
spir-12953	179	10	parties	party	NOUN
spir-12953	179	11	as	as	ADP
spir-12953	179	12	the	the	DET
spir-12953	179	13	most	most	ADV
spir-12953	179	14	prominent	prominent	ADJ
spir-12953	179	15	australian	australian	ADJ
spir-12953	179	16	political	political	ADJ
spir-12953	179	17	parties	party	NOUN
spir-12953	179	18	,	,	PUNCT
spir-12953	179	19	and	and	CCONJ
spir-12953	179	20	here	here	ADV
spir-12953	179	21	especially	especially	ADV
spir-12953	179	22	on	on	ADP
spir-12953	179	23	their	their	PRON
spir-12953	179	24	respective	respective	ADJ
spir-12953	179	25	candidates	candidate	NOUN
spir-12953	179	26	for	for	ADP
spir-12953	179	27	the	the	DET
spir-12953	179	28	prime	prime	ADJ
spir-12953	179	29	ministership	ministership	NOUN
spir-12953	179	30	(	(	PUNCT
spir-12953	179	31	see	see	VERB
spir-12953	179	32	fig	fig	NOUN
spir-12953	179	33	.	.	PUNCT
spir-12953	180	1	1	1	NUM
spir-12953	180	2	as	as	ADP
spir-12953	180	3	an	an	DET
spir-12953	180	4	example	example	NOUN
spir-12953	180	5	of	of	ADP
spir-12953	180	6	engagement	engagement	NOUN
spir-12953	180	7	with	with	ADP
spir-12953	180	8	party	party	NOUN
spir-12953	180	9	candidates	candidate	NOUN
spir-12953	180	10	on	on	ADP
spir-12953	180	11	twitter	twitter	NOUN
spir-12953	180	12	during	during	ADP
spir-12953	180	13	the	the	DET
spir-12953	180	14	2019	2019	NUM
spir-12953	180	15	election	election	NOUN
spir-12953	180	16	)	)	PUNCT
spir-12953	180	17	,	,	PUNCT
spir-12953	180	18	but	but	CCONJ
spir-12953	181	1	our	our	PRON
spir-12953	181	2	longitudinal	longitudinal	ADJ
spir-12953	181	3	analysis	analysis	NOUN
spir-12953	181	4	of	of	ADP
spir-12953	181	5	data	datum	NOUN
spir-12953	181	6	from	from	ADP
spir-12953	181	7	the	the	DET
spir-12953	181	8	past	past	ADJ
spir-12953	181	9	three	three	NUM
spir-12953	181	10	elections	election	NOUN
spir-12953	181	11	shows	show	VERB
spir-12953	181	12	that	that	SCONJ
spir-12953	181	13	differences	difference	NOUN
spir-12953	181	14	across	across	ADP
spir-12953	181	15	election	election	NOUN
spir-12953	181	16	cycles	cycle	NOUN
spir-12953	181	17	point	point	VERB
spir-12953	181	18	to	to	ADP
spir-12953	181	19	the	the	DET
spir-12953	181	20	relative	relative	ADJ
spir-12953	181	21	salience	salience	NOUN
spir-12953	181	22	of	of	ADP
spir-12953	181	23	the	the	DET
spir-12953	181	24	parties	party	NOUN
spir-12953	181	25	’	'	PUNCT
spir-12953	181	26	electoral	electoral	ADJ
spir-12953	181	27	messaging	messaging	NOUN
spir-12953	181	28	(	(	PUNCT
spir-12953	181	29	bruns	brun	NOUN
spir-12953	181	30	et	et	NOUN
spir-12953	181	31	al	al	PROPN
spir-12953	181	32	.	.	PROPN
spir-12953	181	33	,	,	PUNCT
spir-12953	181	34	2021	2021	NUM
spir-12953	181	35	)	)	PUNCT
spir-12953	181	36	.	.	PUNCT
spir-12953	182	1	fig	fig	NOUN
spir-12953	182	2	.	.	PUNCT
spir-12953	183	1	1	1	NUM
spir-12953	183	2	:	:	PUNCT
spir-12953	183	3	engagement	engagement	NOUN
spir-12953	183	4	on	on	ADP
spir-12953	183	5	twitter	twitter	NOUN
spir-12953	183	6	with	with	ADP
spir-12953	183	7	candidates	candidate	NOUN
spir-12953	183	8	in	in	ADP
spir-12953	183	9	the	the	DET
spir-12953	183	10	2019	2019	NUM
spir-12953	183	11	australian	australian	ADJ
spir-12953	183	12	federal	federal	ADJ
spir-12953	183	13	election	election	NOUN
spir-12953	183	14	second	second	ADJ
spir-12953	183	15	,	,	PUNCT
spir-12953	183	16	we	we	PRON
spir-12953	183	17	track	track	VERB
spir-12953	183	18	such	such	ADJ
spir-12953	183	19	engagement	engagement	NOUN
spir-12953	183	20	across	across	ADP
spir-12953	183	21	the	the	DET
spir-12953	183	22	campaign	campaign	NOUN
spir-12953	183	23	period	period	NOUN
spir-12953	183	24	.	.	PUNCT
spir-12953	184	1	here	here	ADV
spir-12953	184	2	,	,	PUNCT
spir-12953	184	3	we	we	PRON
spir-12953	184	4	examine	examine	VERB
spir-12953	184	5	especially	especially	ADV
spir-12953	184	6	the	the	DET
spir-12953	184	7	utilisation	utilisation	NOUN
spir-12953	184	8	of	of	ADP
spir-12953	184	9	specific	specific	ADJ
spir-12953	184	10	platform	platform	NOUN
spir-12953	184	11	affordances	affordance	NOUN
spir-12953	184	12	(	(	PUNCT
spir-12953	184	13	@mentions	@mention	NOUN
spir-12953	184	14	,	,	PUNCT
spir-12953	184	15	retweets	retweet	NOUN
spir-12953	184	16	,	,	PUNCT
spir-12953	184	17	quote	quote	INTJ
spir-12953	184	18	tweets	tweet	NOUN
spir-12953	184	19	on	on	ADP
spir-12953	184	20	twitter	twitter	NOUN
spir-12953	184	21	;	;	PUNCT
spir-12953	184	22	comments	comment	NOUN
spir-12953	184	23	,	,	PUNCT
spir-12953	184	24	shares	share	NOUN
spir-12953	184	25	,	,	PUNCT
spir-12953	184	26	and	and	CCONJ
spir-12953	184	27	reactions	reaction	NOUN
spir-12953	184	28	on	on	ADP
spir-12953	184	29	facebook	facebook	PROPN
spir-12953	184	30	)	)	PUNCT
spir-12953	184	31	over	over	ADP
spir-12953	184	32	time	time	NOUN
spir-12953	184	33	,	,	PUNCT
spir-12953	184	34	in	in	ADP
spir-12953	184	35	order	order	NOUN
spir-12953	184	36	to	to	PART
spir-12953	184	37	identify	identify	VERB
spir-12953	184	38	key	key	ADJ
spir-12953	184	39	campaign	campaign	NOUN
spir-12953	184	40	moments	moment	NOUN
spir-12953	184	41	(	(	PUNCT
spir-12953	184	42	leaders	leader	NOUN
spir-12953	184	43	’	’	PART
spir-12953	184	44	debates	debate	NOUN
spir-12953	184	45	,	,	PUNCT
spir-12953	184	46	policy	policy	NOUN
spir-12953	184	47	releases	release	NOUN
spir-12953	184	48	,	,	PUNCT
spir-12953	184	49	controversies	controversy	NOUN
spir-12953	184	50	)	)	PUNCT
spir-12953	184	51	and	and	CCONJ
spir-12953	184	52	determine	determine	VERB
spir-12953	184	53	the	the	DET
spir-12953	184	54	popular	popular	ADJ
spir-12953	184	55	reaction	reaction	NOUN
spir-12953	184	56	they	they	PRON
spir-12953	184	57	generated	generate	VERB
spir-12953	184	58	(	(	PUNCT
spir-12953	184	59	see	see	VERB
spir-12953	184	60	fig	fig	NOUN
spir-12953	184	61	.	.	PUNCT
spir-12953	185	1	2	2	NUM
spir-12953	185	2	as	as	ADP
spir-12953	185	3	an	an	DET
spir-12953	185	4	example	example	NOUN
spir-12953	185	5	of	of	ADP
spir-12953	185	6	the	the	DET
spir-12953	185	7	dynamics	dynamic	NOUN
spir-12953	185	8	of	of	ADP
spir-12953	185	9	facebook	facebook	PROPN
spir-12953	185	10	reaction	reaction	NOUN
spir-12953	185	11	sentiment	sentiment	NOUN
spir-12953	185	12	for	for	ADP
spir-12953	185	13	the	the	DET
spir-12953	185	14	major	major	ADJ
spir-12953	185	15	parties	party	NOUN
spir-12953	185	16	during	during	ADP
spir-12953	185	17	one	one	NUM
spir-12953	185	18	week	week	NOUN
spir-12953	185	19	in	in	ADP
spir-12953	185	20	the	the	DET
spir-12953	185	21	2020	2020	NUM
spir-12953	185	22	queensland	queensland	NOUN
spir-12953	185	23	state	state	NOUN
spir-12953	185	24	election	election	NOUN
spir-12953	185	25	)	)	PUNCT
spir-12953	185	26	.	.	PUNCT
spir-12953	186	1	we	we	PRON
spir-12953	186	2	further	far	ADV
spir-12953	186	3	combine	combine	VERB
spir-12953	186	4	this	this	PRON
spir-12953	186	5	with	with	ADP
spir-12953	186	6	the	the	DET
spir-12953	186	7	computational	computational	ADJ
spir-12953	186	8	extraction	extraction	NOUN
spir-12953	186	9	of	of	ADP
spir-12953	186	10	major	major	ADJ
spir-12953	186	11	themes	theme	NOUN
spir-12953	186	12	from	from	ADP
spir-12953	186	13	the	the	DET
spir-12953	186	14	content	content	NOUN
spir-12953	186	15	gathered	gather	VERB
spir-12953	186	16	from	from	ADP
spir-12953	186	17	both	both	DET
spir-12953	186	18	platforms	platform	NOUN
spir-12953	186	19	,	,	PUNCT
spir-12953	186	20	in	in	ADP
spir-12953	186	21	order	order	NOUN
spir-12953	186	22	to	to	PART
spir-12953	186	23	correlate	correlate	VERB
spir-12953	186	24	campaigning	campaigning	NOUN
spir-12953	186	25	themes	theme	NOUN
spir-12953	186	26	and	and	CCONJ
spir-12953	186	27	voter	voter	NOUN
spir-12953	186	28	engagement	engagement	NOUN
spir-12953	186	29	.	.	PUNCT
spir-12953	187	1	fig	fig	NOUN
spir-12953	187	2	.	.	PUNCT
spir-12953	188	1	2	2	NUM
spir-12953	188	2	:	:	PUNCT
spir-12953	188	3	positive	positive	ADJ
spir-12953	188	4	(	(	PUNCT
spir-12953	188	5	love	love	NOUN
spir-12953	188	6	,	,	PUNCT
spir-12953	188	7	care	care	NOUN
spir-12953	188	8	,	,	PUNCT
spir-12953	188	9	haha	haha	INTJ
spir-12953	188	10	,	,	PUNCT
spir-12953	188	11	wow	wow	INTJ
spir-12953	188	12	)	)	PUNCT
spir-12953	188	13	and	and	CCONJ
spir-12953	188	14	negative	negative	ADJ
spir-12953	188	15	(	(	PUNCT
spir-12953	188	16	sad	sad	ADJ
spir-12953	188	17	,	,	PUNCT
spir-12953	188	18	angry	angry	ADJ
spir-12953	188	19	)	)	PUNCT
spir-12953	188	20	facebook	facebook	NOUN
spir-12953	188	21	reactions	reaction	NOUN
spir-12953	188	22	to	to	PART
spir-12953	188	23	candidate	candidate	VERB
spir-12953	188	24	posts	post	NOUN
spir-12953	188	25	during	during	ADP
spir-12953	188	26	one	one	NUM
spir-12953	188	27	week	week	NOUN
spir-12953	188	28	in	in	ADP
spir-12953	188	29	the	the	DET
spir-12953	188	30	2020	2020	NUM
spir-12953	188	31	queensland	queensland	NOUN
spir-12953	188	32	state	state	NOUN
spir-12953	188	33	election	election	NOUN
spir-12953	188	34	finally	finally	ADV
spir-12953	188	35	,	,	PUNCT
spir-12953	188	36	we	we	PRON
spir-12953	188	37	also	also	ADV
spir-12953	188	38	draw	draw	VERB
spir-12953	188	39	on	on	ADP
spir-12953	188	40	a	a	DET
spir-12953	188	41	state	state	NOUN
spir-12953	188	42	-	-	PUNCT
spir-12953	188	43	of	of	ADP
spir-12953	188	44	-	-	PUNCT
spir-12953	188	45	the	the	DET
spir-12953	188	46	-	-	PUNCT
spir-12953	188	47	art	art	NOUN
spir-12953	188	48	detection	detection	NOUN
spir-12953	188	49	toolkit	toolkit	NOUN
spir-12953	188	50	to	to	PART
spir-12953	188	51	identify	identify	VERB
spir-12953	188	52	cases	case	NOUN
spir-12953	188	53	of	of	ADP
spir-12953	188	54	coordinated	coordinated	ADJ
spir-12953	188	55	behaviour	behaviour	NOUN
spir-12953	188	56	in	in	ADP
spir-12953	188	57	the	the	DET
spir-12953	188	58	dataset	dataset	NOUN
spir-12953	188	59	:	:	PUNCT
spir-12953	188	60	these	these	PRON
spir-12953	188	61	may	may	AUX
spir-12953	188	62	include	include	VERB
spir-12953	188	63	behaviours	behaviour	NOUN
spir-12953	188	64	like	like	ADP
spir-12953	188	65	coordinated	coordinate	VERB
spir-12953	188	66	posting	posting	NOUN
spir-12953	188	67	,	,	PUNCT
spir-12953	188	68	coordinated	coordinated	ADJ
spir-12953	188	69	link	link	NOUN
spir-12953	188	70	-	-	PUNCT
spir-12953	188	71	sharing	sharing	NOUN
spir-12953	188	72	,	,	PUNCT
spir-12953	188	73	coordinated	coordinate	VERB
spir-12953	188	74	post	post	NOUN
spir-12953	188	75	sharing	sharing	NOUN
spir-12953	188	76	on	on	ADP
spir-12953	188	77	facebook	facebook	PROPN
spir-12953	188	78	or	or	CCONJ
spir-12953	188	79	retweeting	retweete	VERB
spir-12953	188	80	on	on	ADP
spir-12953	188	81	twitter	twitter	NOUN
spir-12953	188	82	,	,	PUNCT
spir-12953	188	83	or	or	CCONJ
spir-12953	188	84	coordinated	coordinated	ADJ
spir-12953	188	85	commenting	commenting	NOUN
spir-12953	188	86	.	.	PUNCT
spir-12953	189	1	some	some	DET
spir-12953	189	2	such	such	ADJ
spir-12953	189	3	behaviours	behaviour	NOUN
spir-12953	189	4	,	,	PUNCT
spir-12953	189	5	in	in	ADP
spir-12953	189	6	turn	turn	NOUN
spir-12953	189	7	,	,	PUNCT
spir-12953	189	8	may	may	AUX
spir-12953	189	9	represent	represent	VERB
spir-12953	189	10	standard	standard	ADJ
spir-12953	189	11	practice	practice	NOUN
spir-12953	189	12	in	in	ADP
spir-12953	189	13	social	social	ADJ
spir-12953	189	14	media	medium	NOUN
spir-12953	189	15	campaigning	campaigning	NOUN
spir-12953	189	16	(	(	PUNCT
spir-12953	189	17	for	for	ADP
spir-12953	189	18	instance	instance	NOUN
spir-12953	189	19	as	as	SCONJ
spir-12953	189	20	several	several	ADJ
spir-12953	189	21	party	party	NOUN
spir-12953	189	22	candidates	candidate	NOUN
spir-12953	189	23	post	post	VERB
spir-12953	189	24	the	the	DET
spir-12953	189	25	same	same	ADJ
spir-12953	189	26	talking	talking	NOUN
spir-12953	189	27	points	point	NOUN
spir-12953	189	28	,	,	PUNCT
spir-12953	189	29	campaign	campaign	NOUN
spir-12953	189	30	memes	meme	NOUN
spir-12953	189	31	,	,	PUNCT
spir-12953	189	32	or	or	CCONJ
spir-12953	189	33	news	news	NOUN
spir-12953	189	34	articles	article	NOUN
spir-12953	189	35	at	at	ADP
spir-12953	189	36	the	the	DET
spir-12953	189	37	same	same	ADJ
spir-12953	189	38	time	time	NOUN
spir-12953	189	39	)	)	PUNCT
spir-12953	189	40	,	,	PUNCT
spir-12953	189	41	while	while	SCONJ
spir-12953	189	42	others	other	NOUN
spir-12953	189	43	may	may	AUX
spir-12953	189	44	point	point	VERB
spir-12953	189	45	to	to	ADP
spir-12953	189	46	more	more	ADV
spir-12953	189	47	covert	covert	ADJ
spir-12953	189	48	and	and	CCONJ
spir-12953	189	49	problematic	problematic	ADJ
spir-12953	189	50	activities	activity	NOUN
spir-12953	189	51	(	(	PUNCT
spir-12953	189	52	as	as	ADP
spir-12953	189	53	party	party	NOUN
spir-12953	189	54	operatives	operative	NOUN
spir-12953	189	55	or	or	CCONJ
spir-12953	189	56	other	other	ADJ
spir-12953	189	57	actors	actor	NOUN
spir-12953	189	58	engage	engage	VERB
spir-12953	189	59	in	in	ADP
spir-12953	189	60	astroturfing	astroturfe	VERB
spir-12953	189	61	or	or	CCONJ
spir-12953	189	62	sockpuppeting	sockpuppete	VERB
spir-12953	189	63	in	in	ADP
spir-12953	189	64	order	order	NOUN
spir-12953	189	65	to	to	PART
spir-12953	189	66	artificially	artificially	ADV
spir-12953	189	67	inflate	inflate	VERB
spir-12953	189	68	the	the	DET
spir-12953	189	69	visibility	visibility	NOUN
spir-12953	189	70	of	of	ADP
spir-12953	189	71	specific	specific	ADJ
spir-12953	189	72	topics	topic	NOUN
spir-12953	189	73	)	)	PUNCT
spir-12953	189	74	.	.	PUNCT
spir-12953	190	1	we	we	PRON
spir-12953	190	2	engage	engage	VERB
spir-12953	190	3	in	in	ADP
spir-12953	190	4	close	close	ADJ
spir-12953	190	5	reading	reading	NOUN
spir-12953	190	6	and	and	CCONJ
spir-12953	190	7	forensic	forensic	ADJ
spir-12953	190	8	analysis	analysis	NOUN
spir-12953	190	9	to	to	PART
spir-12953	190	10	investigate	investigate	VERB
spir-12953	190	11	and	and	CCONJ
spir-12953	190	12	assess	assess	VERB
spir-12953	190	13	such	such	ADJ
spir-12953	190	14	cases	case	NOUN
spir-12953	190	15	of	of	ADP
spir-12953	190	16	coordinated	coordinated	ADJ
spir-12953	190	17	behaviour	behaviour	NOUN
spir-12953	190	18	.	.	PUNCT
spir-12953	191	1	this	this	DET
spir-12953	191	2	paper	paper	NOUN
spir-12953	191	3	presents	present	VERB
spir-12953	191	4	the	the	DET
spir-12953	191	5	insights	insight	NOUN
spir-12953	191	6	emerging	emerge	VERB
spir-12953	191	7	from	from	ADP
spir-12953	191	8	these	these	DET
spir-12953	191	9	analyses	analysis	NOUN
spir-12953	191	10	,	,	PUNCT
spir-12953	191	11	in	in	ADP
spir-12953	191	12	the	the	DET
spir-12953	191	13	turbulent	turbulent	ADJ
spir-12953	191	14	political	political	ADJ
spir-12953	191	15	aftermath	aftermath	NOUN
spir-12953	191	16	of	of	ADP
spir-12953	191	17	the	the	DET
spir-12953	191	18	covid-19	covid-19	PROPN
spir-12953	191	19	pandemic	pandemic	NOUN
spir-12953	191	20	.	.	PUNCT
spir-12953	192	1	in	in	ADP
spir-12953	192	2	this	this	DET
spir-12953	192	3	panel	panel	NOUN
spir-12953	192	4	it	it	PRON
spir-12953	192	5	is	be	AUX
spir-12953	192	6	further	far	ADV
spir-12953	192	7	complemented	complement	VERB
spir-12953	192	8	by	by	ADP
spir-12953	192	9	a	a	DET
spir-12953	192	10	paper	paper	NOUN
spir-12953	192	11	that	that	PRON
spir-12953	192	12	specifically	specifically	ADV
spir-12953	192	13	investigates	investigate	VERB
spir-12953	192	14	political	political	ADJ
spir-12953	192	15	advertising	advertising	NOUN
spir-12953	192	16	practices	practice	NOUN
spir-12953	192	17	on	on	ADP
spir-12953	192	18	facebook	facebook	NOUN
spir-12953	192	19	during	during	ADP
spir-12953	192	20	the	the	DET
spir-12953	192	21	election	election	NOUN
spir-12953	192	22	.	.	PUNCT
spir-12953	193	1	in	in	ADP
spir-12953	193	2	combination	combination	NOUN
spir-12953	193	3	,	,	PUNCT
spir-12953	193	4	the	the	DET
spir-12953	193	5	papers	paper	NOUN
spir-12953	193	6	provide	provide	VERB
spir-12953	193	7	a	a	DET
spir-12953	193	8	rich	rich	ADJ
spir-12953	193	9	and	and	CCONJ
spir-12953	193	10	timely	timely	ADJ
spir-12953	193	11	analysis	analysis	NOUN
spir-12953	193	12	of	of	ADP
spir-12953	193	13	social	social	ADJ
spir-12953	193	14	media	medium	NOUN
spir-12953	193	15	campaigning	campaigning	NOUN
spir-12953	193	16	and	and	CCONJ
spir-12953	193	17	engagement	engagement	NOUN
spir-12953	193	18	during	during	ADP
spir-12953	193	19	the	the	DET
spir-12953	193	20	2022	2022	NUM
spir-12953	193	21	australian	australian	ADJ
spir-12953	193	22	federal	federal	ADJ
spir-12953	193	23	election	election	NOUN
spir-12953	193	24	.	.	PUNCT
spir-12953	194	1	references	reference	NOUN
spir-12953	194	2	bruns	brun	NOUN
spir-12953	194	3	,	,	PUNCT
spir-12953	194	4	a.	a.	NOUN
spir-12953	194	5	(	(	PUNCT
spir-12953	194	6	2017	2017	NUM
spir-12953	194	7	)	)	PUNCT
spir-12953	194	8	.	.	PUNCT
spir-12953	195	1	tweeting	tweet	VERB
spir-12953	195	2	to	to	PART
spir-12953	195	3	save	save	VERB
spir-12953	195	4	the	the	DET
spir-12953	195	5	furniture	furniture	NOUN
spir-12953	195	6	:	:	PUNCT
spir-12953	195	7	the	the	DET
spir-12953	195	8	2013	2013	NUM
spir-12953	195	9	australian	australian	ADJ
spir-12953	195	10	election	election	NOUN
spir-12953	195	11	campaign	campaign	NOUN
spir-12953	195	12	on	on	ADP
spir-12953	195	13	twitter	twitter	NOUN
spir-12953	195	14	.	.	PUNCT
spir-12953	196	1	media	media	PROPN
spir-12953	196	2	international	international	PROPN
spir-12953	196	3	australia	australia	PROPN
spir-12953	196	4	,	,	PUNCT
spir-12953	196	5	162	162	NUM
spir-12953	196	6	,	,	PUNCT
spir-12953	196	7	49–64	49–64	PROPN
spir-12953	196	8	.	.	PUNCT
spir-12953	197	1	https://doi.org/10.1177/1329878x16669001	https://doi.org/10.1177/1329878x16669001	DET
spir-12953	197	2	bruns	brun	NOUN
spir-12953	197	3	,	,	PUNCT
spir-12953	197	4	a.	a.	NOUN
spir-12953	197	5	,	,	PUNCT
spir-12953	197	6	&	&	CCONJ
spir-12953	197	7	angus	angus	PROPN
spir-12953	197	8	,	,	PUNCT
spir-12953	197	9	d.	d.	PROPN
spir-12953	197	10	(	(	PUNCT
spir-12953	197	11	2020	2020	NUM
spir-12953	197	12	)	)	PUNCT
spir-12953	197	13	.	.	PUNCT
spir-12953	198	1	2020	2020	NUM
spir-12953	198	2	queensland	queensland	PROPN
spir-12953	198	3	state	state	PROPN
spir-12953	198	4	election	election	NOUN
spir-12953	198	5	:	:	PUNCT
spir-12953	198	6	week	week	NOUN
spir-12953	198	7	1	1	NUM
spir-12953	198	8	-	-	SYM
spir-12953	198	9	4	4	NUM
spir-12953	198	10	update	update	NOUN
spir-12953	198	11	.	.	PUNCT
spir-12953	199	1	qut	qut	PROPN
spir-12953	199	2	digital	digital	PROPN
spir-12953	199	3	media	media	PROPN
spir-12953	199	4	research	research	NOUN
spir-12953	199	5	centre	centre	NOUN
spir-12953	199	6	.	.	PUNCT
spir-12953	200	1	https://research.qut.edu.au/dmrc/2020/10/09/2020-queensland-state-election-week-1update/	https://research.qut.edu.au/dmrc/2020/10/09/2020-queensland-state-election-week-1update/	PROPN
spir-12953	200	2	,	,	PUNCT
spir-12953	200	3	https://research.qut.edu.au/dmrc/2020/10/16/2020-queensland-state-electionweek-2-update/	https://research.qut.edu.au/dmrc/2020/10/16/2020-queensland-state-electionweek-2-update/	ADV
spir-12953	200	4	,	,	PUNCT
spir-12953	200	5	https://research.qut.edu.au/dmrc/2020/10/23/2020-queensland-stateelection-week-3-update/	https://research.qut.edu.au/dmrc/2020/10/23/2020-queensland-stateelection-week-3-update/	ADV
spir-12953	200	6	,	,	PUNCT
spir-12953	200	7	https://research.qut.edu.au/dmrc/2020/10/30/2020queensland-state-election-week-4-update/	https://research.qut.edu.au/dmrc/2020/10/30/2020queensland-state-election-week-4-update/	ADV
spir-12953	200	8	bruns	brun	NOUN
spir-12953	200	9	,	,	PUNCT
spir-12953	200	10	a.	a.	NOUN
spir-12953	200	11	,	,	PUNCT
spir-12953	200	12	angus	angus	NOUN
spir-12953	200	13	,	,	PUNCT
spir-12953	200	14	d.	d.	PROPN
spir-12953	200	15	,	,	PUNCT
spir-12953	200	16	&	&	CCONJ
spir-12953	200	17	graham	graham	PROPN
spir-12953	200	18	,	,	PUNCT
spir-12953	200	19	t.	t.	PROPN
spir-12953	200	20	(	(	PUNCT
spir-12953	200	21	2021	2021	NUM
spir-12953	200	22	)	)	PUNCT
spir-12953	200	23	.	.	PUNCT
spir-12953	201	1	twitter	twitter	NOUN
spir-12953	201	2	campaigning	campaigning	NOUN
spir-12953	201	3	strategies	strategy	NOUN
spir-12953	201	4	in	in	ADP
spir-12953	201	5	australian	australian	ADJ
spir-12953	201	6	federal	federal	ADJ
spir-12953	201	7	elections	election	NOUN
spir-12953	201	8	2013–2019	2013–2019	NUM
spir-12953	201	9	.	.	PUNCT
spir-12953	202	1	social	social	ADJ
spir-12953	202	2	media	medium	NOUN
spir-12953	202	3	+	+	CCONJ
spir-12953	202	4	society	society	NOUN
spir-12953	202	5	,	,	PUNCT
spir-12953	202	6	7(4	7(4	NUM
spir-12953	202	7	)	)	PUNCT
spir-12953	202	8	.	.	PUNCT
spir-12953	203	1	https://doi.org/10.1177/20563051211063462	https://doi.org/10.1177/20563051211063462	PROPN
spir-12953	203	2	bruns	brun	NOUN
spir-12953	203	3	,	,	PUNCT
spir-12953	203	4	a.	a.	NOUN
spir-12953	203	5	,	,	PUNCT
spir-12953	203	6	&	&	CCONJ
spir-12953	203	7	moon	moon	PROPN
spir-12953	203	8	,	,	PUNCT
spir-12953	203	9	b.	b.	PROPN
spir-12953	203	10	(	(	PUNCT
spir-12953	203	11	2018	2018	NUM
spir-12953	203	12	)	)	PUNCT
spir-12953	203	13	.	.	PUNCT
spir-12953	204	1	social	social	ADJ
spir-12953	204	2	media	medium	NOUN
spir-12953	204	3	in	in	ADP
spir-12953	204	4	australian	australian	ADJ
spir-12953	204	5	federal	federal	ADJ
spir-12953	204	6	elections	election	NOUN
spir-12953	204	7	:	:	PUNCT
spir-12953	204	8	comparing	compare	VERB
spir-12953	204	9	the	the	DET
spir-12953	204	10	2013	2013	NUM
spir-12953	204	11	and	and	CCONJ
spir-12953	204	12	2016	2016	NUM
spir-12953	204	13	campaigns	campaign	NOUN
spir-12953	204	14	.	.	PUNCT
spir-12953	205	1	journalism	journalism	NOUN
spir-12953	205	2	&	&	CCONJ
spir-12953	205	3	mass	mass	PROPN
spir-12953	205	4	communication	communication	PROPN
spir-12953	205	5	quarterly	quarterly	ADV
spir-12953	205	6	,	,	PUNCT
spir-12953	205	7	95(2	95(2	NOUN
spir-12953	205	8	)	)	PUNCT
spir-12953	205	9	,	,	PUNCT
spir-12953	205	10	425–448	425–448	NUM
spir-12953	205	11	.	.	PUNCT
spir-12953	206	1	https://doi.org/10.1177/1077699018766505	https://doi.org/10.1177/1077699018766505	PROPN
spir-12953	206	2	emerson	emerson	PROPN
spir-12953	206	3	,	,	PUNCT
spir-12953	206	4	c.	c.	PROPN
spir-12953	206	5	,	,	PUNCT
spir-12953	206	6	&	&	CCONJ
spir-12953	206	7	weatherill	weatherill	NOUN
spir-12953	206	8	,	,	PUNCT
spir-12953	206	9	j.	j.	PROPN
spir-12953	206	10	(	(	PUNCT
spir-12953	206	11	2019	2019	NUM
spir-12953	206	12	)	)	PUNCT
spir-12953	206	13	.	.	PUNCT
spir-12953	207	1	review	review	NOUN
spir-12953	207	2	of	of	ADP
spir-12953	207	3	labor	labor	NOUN
spir-12953	207	4	’s	’s	PART
spir-12953	207	5	2019	2019	NUM
spir-12953	207	6	federal	federal	ADJ
spir-12953	207	7	election	election	NOUN
spir-12953	207	8	campaign	campaign	NOUN
spir-12953	207	9	.	.	PUNCT
spir-12953	208	1	australian	australian	ADJ
spir-12953	208	2	labor	labor	NOUN
spir-12953	208	3	party	party	NOUN
spir-12953	208	4	.	.	PUNCT
spir-12953	209	1	https://alp.org.au/media/2043/alp-campaign-review2019.pdf	https://alp.org.au/media/2043/alp-campaign-review2019.pdf	PRON
spir-12953	209	2	glenday	glenday	PROPN
spir-12953	209	3	,	,	PUNCT
spir-12953	209	4	j.	j.	PROPN
spir-12953	209	5	(	(	PUNCT
spir-12953	209	6	2022	2022	NUM
spir-12953	209	7	,	,	PUNCT
spir-12953	209	8	31	31	NUM
spir-12953	209	9	jan	jan	PROPN
spir-12953	209	10	.	.	PROPN
spir-12953	209	11	)	)	PUNCT
spir-12953	209	12	.	.	PUNCT
spir-12953	210	1	scott	scott	PROPN
spir-12953	210	2	morrison	morrison	PROPN
spir-12953	210	3	's	's	PART
spir-12953	210	4	had	have	VERB
spir-12953	210	5	a	a	DET
spir-12953	210	6	bad	bad	ADJ
spir-12953	210	7	start	start	NOUN
spir-12953	210	8	to	to	ADP
spir-12953	210	9	the	the	DET
spir-12953	210	10	year	year	NOUN
spir-12953	210	11	.	.	PUNCT
spir-12953	211	1	can	can	AUX
spir-12953	211	2	he	he	PRON
spir-12953	211	3	turn	turn	VERB
spir-12953	211	4	it	it	PRON
spir-12953	211	5	around	around	ADP
spir-12953	211	6	?	?	PUNCT
spir-12953	212	1	abc	abc	PROPN
spir-12953	212	2	news	news	PROPN
spir-12953	212	3	.	.	PUNCT
spir-12953	213	1	https://www.abc.net.au/news/2022-01-31/scott-morrisonelection-albanese-newspoll/100793354	https://www.abc.net.au/news/2022-01-31/scott-morrisonelection-albanese-newspoll/100793354	ADJ
spir-12953	213	2	hunter	hunter	NOUN
spir-12953	213	3	,	,	PUNCT
spir-12953	213	4	f.	f.	PROPN
spir-12953	213	5	(	(	PUNCT
spir-12953	213	6	2016	2016	NUM
spir-12953	213	7	,	,	PUNCT
spir-12953	213	8	5	5	NUM
spir-12953	213	9	july	july	NOUN
spir-12953	213	10	)	)	PUNCT
spir-12953	213	11	.	.	PUNCT
spir-12953	214	1	australian	australian	ADJ
spir-12953	214	2	federal	federal	ADJ
spir-12953	214	3	election	election	NOUN
spir-12953	214	4	2016	2016	NUM
spir-12953	214	5	:	:	PUNCT
spir-12953	214	6	malcolm	malcolm	PROPN
spir-12953	214	7	turnbull	turnbull	PROPN
spir-12953	214	8	takes	take	VERB
spir-12953	214	9	full	full	ADJ
spir-12953	214	10	responsibility	responsibility	NOUN
spir-12953	214	11	for	for	ADP
spir-12953	214	12	campaign	campaign	NOUN
spir-12953	214	13	.	.	PUNCT
spir-12953	215	1	sydney	sydney	PROPN
spir-12953	215	2	morning	morning	PROPN
spir-12953	215	3	herald	herald	PROPN
spir-12953	215	4	.	.	PUNCT
spir-12953	216	1	http://www.smh.com.au/federalhttps://doi.org/10.1177/1329878x16669001	http://www.smh.com.au/federalhttps://doi.org/10.1177/1329878x16669001	X
spir-12953	217	1	https://research.qut.edu.au/dmrc/2020/10/09/2020-queensland-state-election-week-1-update/	https://research.qut.edu.au/dmrc/2020/10/09/2020-queensland-state-election-week-1-update/	ADV
spir-12953	217	2	https://research.qut.edu.au/dmrc/2020/10/09/2020-queensland-state-election-week-1-update/	https://research.qut.edu.au/dmrc/2020/10/09/2020-queensland-state-election-week-1-update/	ADV
spir-12953	217	3	https://research.qut.edu.au/dmrc/2020/10/16/2020-queensland-state-election-week-2-update/	https://research.qut.edu.au/dmrc/2020/10/16/2020-queensland-state-election-week-2-update/	ADV
spir-12953	217	4	https://research.qut.edu.au/dmrc/2020/10/16/2020-queensland-state-election-week-2-update/	https://research.qut.edu.au/dmrc/2020/10/16/2020-queensland-state-election-week-2-update/	ADV
spir-12953	217	5	https://research.qut.edu.au/dmrc/2020/10/23/2020-queensland-state-election-week-3-update/	https://research.qut.edu.au/dmrc/2020/10/23/2020-queensland-state-election-week-3-update/	ADV
spir-12953	217	6	https://research.qut.edu.au/dmrc/2020/10/23/2020-queensland-state-election-week-3-update/	https://research.qut.edu.au/dmrc/2020/10/23/2020-queensland-state-election-week-3-update/	ADV
spir-12953	217	7	https://research.qut.edu.au/dmrc/2020/10/30/2020-queensland-state-election-week-4-update/	https://research.qut.edu.au/dmrc/2020/10/30/2020-queensland-state-election-week-4-update/	PROPN
spir-12953	217	8	https://research.qut.edu.au/dmrc/2020/10/30/2020-queensland-state-election-week-4-update/	https://research.qut.edu.au/dmrc/2020/10/30/2020-queensland-state-election-week-4-update/	ADV
spir-12953	217	9	https://doi.org/10.1177/20563051211063462	https://doi.org/10.1177/20563051211063462	PROPN
spir-12953	217	10	https://doi.org/10.1177/1077699018766505	https://doi.org/10.1177/1077699018766505	PROPN
spir-12953	217	11	https://alp.org.au/media/2043/alp-campaign-review-2019.pdf	https://alp.org.au/media/2043/alp-campaign-review-2019.pdf	PROPN
spir-12953	217	12	https://alp.org.au/media/2043/alp-campaign-review-2019.pdf	https://alp.org.au/media/2043/alp-campaign-review-2019.pdf	PROPN
spir-12953	217	13	https://www.abc.net.au/news/2022-01-31/scott-morrison-election-albanese-newspoll/100793354	https://www.abc.net.au/news/2022-01-31/scott-morrison-election-albanese-newspoll/100793354	NOUN
spir-12953	217	14	https://www.abc.net.au/news/2022-01-31/scott-morrison-election-albanese-newspoll/100793354	https://www.abc.net.au/news/2022-01-31/scott-morrison-election-albanese-newspoll/100793354	PROPN
spir-12953	217	15	http://www.smh.com.au/federal-politics/federal-election-2016/australian-federal-election-2016-malcolm-turnbulltakes-full-responsibility-for-campaign-20160705-gpyx9z.html	http://www.smh.com.au/federal-politics/federal-election-2016/australian-federal-election-2016-malcolm-turnbulltakes-full-responsibility-for-campaign-20160705-gpyx9z.html	NOUN
spir-12953	217	16	politics	politic	NOUN
spir-12953	217	17	/	/	SYM
spir-12953	217	18	federal	federal	ADJ
spir-12953	217	19	-	-	PUNCT
spir-12953	217	20	election-2016	election-2016	ADJ
spir-12953	217	21	/	/	SYM
spir-12953	217	22	australian	australian	ADJ
spir-12953	217	23	-	-	PUNCT
spir-12953	217	24	federal	federal	ADJ
spir-12953	217	25	-	-	PUNCT
spir-12953	217	26	election-2016	election-2016	ADJ
spir-12953	217	27	-	-	PUNCT
spir-12953	217	28	malcolm	malcolm	NOUN
spir-12953	217	29	-	-	PUNCT
spir-12953	217	30	turnbulltakesfull	turnbulltakesfull	ADJ
spir-12953	217	31	-	-	PUNCT
spir-12953	217	32	responsibility	responsibility	NOUN
spir-12953	217	33	-	-	PUNCT
spir-12953	217	34	for	for	ADP
spir-12953	217	35	-	-	PUNCT
spir-12953	217	36	campaign-20160705	campaign-20160705	NOUN
spir-12953	217	37	-	-	PUNCT
spir-12953	217	38	gpyx9z.html	gpyx9z.html	NOUN
spir-12953	217	39	sältzer	sältzer	NOUN
spir-12953	217	40	,	,	PUNCT
spir-12953	217	41	m.	m.	NOUN
spir-12953	217	42	,	,	PUNCT
spir-12953	217	43	stier	stier	PROPN
spir-12953	217	44	,	,	PUNCT
spir-12953	217	45	s.	s.	PROPN
spir-12953	217	46	,	,	PUNCT
spir-12953	217	47	bäuerle	bäuerle	NOUN
spir-12953	217	48	,	,	PUNCT
spir-12953	217	49	j.	j.	PROPN
spir-12953	217	50	,	,	PUNCT
spir-12953	217	51	blumenberg	blumenberg	PROPN
spir-12953	217	52	,	,	PUNCT
spir-12953	217	53	m.	m.	NOUN
spir-12953	217	54	,	,	PUNCT
spir-12953	217	55	mechkova	mechkova	X
spir-12953	217	56	,	,	PUNCT
spir-12953	217	57	v.	v.	ADV
spir-12953	217	58	,	,	PUNCT
spir-12953	217	59	pemstein	pemstein	ADV
spir-12953	217	60	,	,	PUNCT
spir-12953	217	61	d.	d.	PROPN
spir-12953	217	62	,	,	PUNCT
spir-12953	217	63	seim	seim	PROPN
spir-12953	217	64	,	,	PUNCT
spir-12953	217	65	b.	b.	PROPN
spir-12953	217	66	,	,	PUNCT
spir-12953	217	67	&	&	CCONJ
spir-12953	217	68	wilson	wilson	PROPN
spir-12953	217	69	,	,	PUNCT
spir-12953	217	70	s.	s.	PROPN
spir-12953	217	71	(	(	PUNCT
spir-12953	217	72	2021	2021	NUM
spir-12953	217	73	)	)	PUNCT
spir-12953	217	74	.	.	PUNCT
spir-12953	218	1	twitter	twitter	NOUN
spir-12953	218	2	accounts	account	NOUN
spir-12953	218	3	of	of	ADP
spir-12953	218	4	candidates	candidate	NOUN
spir-12953	218	5	in	in	ADP
spir-12953	218	6	the	the	DET
spir-12953	218	7	german	german	ADJ
spir-12953	218	8	federal	federal	ADJ
spir-12953	218	9	election	election	NOUN
spir-12953	218	10	2021	2021	NUM
spir-12953	218	11	(	(	PUNCT
spir-12953	218	12	gles	gle	NOUN
spir-12953	218	13	)	)	PUNCT
spir-12953	218	14	.	.	PUNCT
spir-12953	219	1	cologne	cologne	NOUN
spir-12953	219	2	:	:	PUNCT
spir-12953	219	3	gesis	gesis	NOUN
spir-12953	219	4	data	datum	NOUN
spir-12953	219	5	archive	archive	NOUN
spir-12953	219	6	.	.	PUNCT
spir-12953	220	1	za7721	za7721	PROPN
spir-12953	220	2	.	.	PUNCT
spir-12953	221	1	data	datum	NOUN
spir-12953	221	2	file	file	VERB
spir-12953	221	3	version	version	NOUN
spir-12953	221	4	2.0.0	2.0.0	NUM
spir-12953	221	5	.	.	PUNCT
spir-12953	222	1	https://doi.org/10.4232/1.13790	https://doi.org/10.4232/1.13790	PROPN
spir-12953	222	2	taylor	taylor	PROPN
spir-12953	222	3	,	,	PUNCT
spir-12953	222	4	j.	j.	PROPN
spir-12953	222	5	,	,	PUNCT
spir-12953	222	6	&	&	CCONJ
spir-12953	222	7	karp	karp	PROPN
spir-12953	222	8	,	,	PUNCT
spir-12953	222	9	p.	p.	NOUN
spir-12953	222	10	(	(	PUNCT
spir-12953	222	11	2021	2021	NUM
spir-12953	222	12	,	,	PUNCT
spir-12953	222	13	7	7	NUM
spir-12953	222	14	sep	sep	NOUN
spir-12953	222	15	.	.	PUNCT
spir-12953	222	16	)	)	PUNCT
spir-12953	222	17	.	.	PUNCT
spir-12953	223	1	clive	clive	PROPN
spir-12953	223	2	palmer	palmer	PROPN
spir-12953	223	3	and	and	CCONJ
spir-12953	223	4	craig	craig	PROPN
spir-12953	223	5	kelly	kelly	PROPN
spir-12953	223	6	using	use	VERB
spir-12953	223	7	spam	spam	NOUN
spir-12953	223	8	text	text	NOUN
spir-12953	223	9	messages	message	NOUN
spir-12953	223	10	to	to	PART
spir-12953	223	11	capture	capture	VERB
spir-12953	223	12	rightwing	rightwe	VERB
spir-12953	223	13	vote	vote	NOUN
spir-12953	223	14	ahead	ahead	ADV
spir-12953	223	15	of	of	ADP
spir-12953	223	16	election	election	NOUN
spir-12953	223	17	,	,	PUNCT
spir-12953	223	18	expert	expert	NOUN
spir-12953	223	19	says	say	VERB
spir-12953	223	20	.	.	PUNCT
spir-12953	224	1	the	the	DET
spir-12953	224	2	guardian	guardian	PROPN
spir-12953	224	3	.	.	PUNCT
spir-12953	225	1	https://www.theguardian.com/australia-news/2021/sep/08/clive-palmer-and-craig-kellyusing-spam-text-messages-to-capture-rightwing-vote-ahead-of-election-expert-says	https://www.theguardian.com/australia-news/2021/sep/08/clive-palmer-and-craig-kellyusing-spam-text-messages-to-capture-rightwing-vote-ahead-of-election-expert-say	VERB
spir-12953	225	2	http://www.smh.com.au/federal-politics/federal-election-2016/australian-federal-election-2016-malcolm-turnbulltakes-full-responsibility-for-campaign-20160705-gpyx9z.html	http://www.smh.com.au/federal-politics/federal-election-2016/australian-federal-election-2016-malcolm-turnbulltakes-full-responsibility-for-campaign-20160705-gpyx9z.html	VERB
spir-12953	225	3	http://www.smh.com.au/federal-politics/federal-election-2016/australian-federal-election-2016-malcolm-turnbulltakes-full-responsibility-for-campaign-20160705-gpyx9z.html	http://www.smh.com.au/federal-politics/federal-election-2016/australian-federal-election-2016-malcolm-turnbulltakes-full-responsibility-for-campaign-20160705-gpyx9z.html	PROPN
spir-12953	225	4	https://doi.org/10.4232/1.13790	https://doi.org/10.4232/1.13790	NOUN
spir-12953	225	5	https://www.theguardian.com/australia-news/2021/sep/08/clive-palmer-and-craig-kelly-using-spam-text-messages-to-capture-rightwing-vote-ahead-of-election-expert-says	https://www.theguardian.com/australia-news/2021/sep/08/clive-palmer-and-craig-kelly-using-spam-text-messages-to-capture-rightwing-vote-ahead-of-election-expert-say	NOUN
spir-12953	225	6	https://www.theguardian.com/australia-news/2021/sep/08/clive-palmer-and-craig-kelly-using-spam-text-messages-to-capture-rightwing-vote-ahead-of-election-expert-says	https://www.theguardian.com/australia-news/2021/sep/08/clive-palmer-and-craig-kelly-using-spam-text-messages-to-capture-rightwing-vote-ahead-of-election-expert-says	X
spir-12953	225	7	paper	paper	NOUN
spir-12953	225	8	4	4	NUM
spir-12953	225	9	:	:	PUNCT
spir-12953	225	10	platform	platform	NOUN
spir-12953	225	11	-	-	PUNCT
spir-12953	225	12	based	base	VERB
spir-12953	225	13	political	political	ADJ
spir-12953	225	14	advertising	advertising	NOUN
spir-12953	225	15	:	:	PUNCT
spir-12953	225	16	new	new	ADJ
spir-12953	225	17	approaches	approach	NOUN
spir-12953	225	18	for	for	ADP
spir-12953	225	19	enhancing	enhance	VERB
spir-12953	225	20	platform	platform	NOUN
spir-12953	225	21	observability	observability	NOUN
spir-12953	225	22	daniel	daniel	PROPN
spir-12953	225	23	angus	angus	PROPN
spir-12953	225	24	digital	digital	ADJ
spir-12953	225	25	media	medium	NOUN
spir-12953	225	26	research	research	NOUN
spir-12953	225	27	centre	centre	NOUN
spir-12953	225	28	,	,	PUNCT
spir-12953	225	29	queensland	queensland	PROPN
spir-12953	225	30	university	university	PROPN
spir-12953	225	31	of	of	ADP
spir-12953	225	32	technology	technology	PROPN
spir-12953	225	33	mark	mark	PROPN
spir-12953	225	34	andrejevic	andrejevic	PROPN
spir-12953	225	35	school	school	NOUN
spir-12953	225	36	of	of	ADP
spir-12953	225	37	media	medium	NOUN
spir-12953	225	38	,	,	PUNCT
spir-12953	225	39	film	film	NOUN
spir-12953	225	40	,	,	PUNCT
spir-12953	225	41	and	and	CCONJ
spir-12953	225	42	journalism	journalism	NOUN
spir-12953	225	43	,	,	PUNCT
spir-12953	225	44	monash	monash	PROPN
spir-12953	225	45	university	university	PROPN
spir-12953	225	46	bronwyn	bronwyn	PROPN
spir-12953	225	47	carlson	carlson	PROPN
spir-12953	225	48	department	department	PROPN
spir-12953	225	49	of	of	ADP
spir-12953	225	50	indigenous	indigenous	ADJ
spir-12953	225	51	studies	study	NOUN
spir-12953	225	52	,	,	PUNCT
spir-12953	225	53	macquarie	macquarie	PROPN
spir-12953	225	54	university	university	PROPN
spir-12953	225	55	axel	axel	PROPN
spir-12953	225	56	bruns	bruns	PROPN
spir-12953	225	57	digital	digital	ADJ
spir-12953	225	58	media	medium	NOUN
spir-12953	225	59	research	research	NOUN
spir-12953	225	60	centre	centre	NOUN
spir-12953	225	61	,	,	PUNCT
spir-12953	225	62	queensland	queensland	PROPN
spir-12953	225	63	university	university	PROPN
spir-12953	225	64	of	of	ADP
spir-12953	225	65	technology	technology	PROPN
spir-12953	225	66	abdul	abdul	PROPN
spir-12953	225	67	obeid	obeid	PROPN
spir-12953	225	68	digital	digital	ADJ
spir-12953	225	69	media	medium	NOUN
spir-12953	225	70	research	research	NOUN
spir-12953	225	71	centre	centre	NOUN
spir-12953	225	72	,	,	PUNCT
spir-12953	225	73	queensland	queensland	PROPN
spir-12953	225	74	university	university	PROPN
spir-12953	225	75	of	of	ADP
spir-12953	225	76	technology	technology	PROPN
spir-12953	225	77	philip	philip	PROPN
spir-12953	225	78	mai	mai	PROPN
spir-12953	225	79	social	social	ADJ
spir-12953	225	80	media	medium	NOUN
spir-12953	225	81	lab	lab	NOUN
spir-12953	225	82	,	,	PUNCT
spir-12953	225	83	ryerson	ryerson	NOUN
spir-12953	225	84	university	university	NOUN
spir-12953	225	85	anatoliy	anatoliy	ADJ
spir-12953	225	86	gruzd	gruzd	NOUN
spir-12953	225	87	social	social	ADJ
spir-12953	225	88	media	medium	NOUN
spir-12953	225	89	lab	lab	NOUN
spir-12953	225	90	,	,	PUNCT
spir-12953	225	91	ryerson	ryerson	NOUN
spir-12953	225	92	university	university	NOUN
spir-12953	225	93	introduction	introduction	NOUN
spir-12953	225	94	platform	platform	NOUN
spir-12953	225	95	-	-	PUNCT
spir-12953	225	96	based	base	VERB
spir-12953	225	97	political	political	ADJ
spir-12953	225	98	advertising	advertising	NOUN
spir-12953	225	99	is	be	AUX
spir-12953	225	100	emerging	emerge	VERB
spir-12953	225	101	as	as	ADP
spir-12953	225	102	a	a	DET
spir-12953	225	103	key	key	ADJ
spir-12953	225	104	focal	focal	ADJ
spir-12953	225	105	point	point	NOUN
spir-12953	225	106	of	of	ADP
spir-12953	225	107	modern	modern	ADJ
spir-12953	225	108	elections	election	NOUN
spir-12953	225	109	.	.	PUNCT
spir-12953	226	1	it	it	PRON
spir-12953	226	2	has	have	AUX
spir-12953	226	3	also	also	ADV
spir-12953	226	4	fast	fast	ADV
spir-12953	226	5	become	become	VERB
spir-12953	226	6	a	a	DET
spir-12953	226	7	new	new	ADJ
spir-12953	226	8	regulatory	regulatory	ADJ
spir-12953	226	9	battleground	battleground	NOUN
spir-12953	226	10	,	,	PUNCT
spir-12953	226	11	as	as	SCONJ
spir-12953	226	12	governments	government	NOUN
spir-12953	226	13	and	and	CCONJ
spir-12953	226	14	citizenries	citizenry	NOUN
spir-12953	226	15	around	around	ADP
spir-12953	226	16	the	the	DET
spir-12953	226	17	globe	globe	NOUN
spir-12953	226	18	grapple	grapple	ADJ
spir-12953	226	19	with	with	ADP
spir-12953	226	20	the	the	DET
spir-12953	226	21	consequences	consequence	NOUN
spir-12953	226	22	of	of	ADP
spir-12953	226	23	this	this	DET
spir-12953	226	24	new	new	ADJ
spir-12953	226	25	campaign	campaign	NOUN
spir-12953	226	26	practice	practice	NOUN
spir-12953	226	27	(	(	PUNCT
spir-12953	226	28	kreiss	kreiss	NOUN
spir-12953	226	29	&	&	CCONJ
spir-12953	226	30	mcgregor	mcgregor	PROPN
spir-12953	226	31	,	,	PUNCT
spir-12953	226	32	2019	2019	NUM
spir-12953	226	33	)	)	PUNCT
spir-12953	226	34	.	.	PUNCT
spir-12953	227	1	key	key	ADJ
spir-12953	227	2	concerns	concern	NOUN
spir-12953	227	3	relate	relate	VERB
spir-12953	227	4	to	to	ADP
spir-12953	227	5	the	the	DET
spir-12953	227	6	ability	ability	NOUN
spir-12953	227	7	to	to	PART
spir-12953	227	8	algorithmically	algorithmically	ADV
spir-12953	227	9	target	target	VERB
spir-12953	227	10	hyper	hyper	ADJ
spir-12953	227	11	-	-	ADJ
spir-12953	227	12	partisan	partisan	ADJ
spir-12953	227	13	and	and	CCONJ
spir-12953	227	14	false	false	ADJ
spir-12953	227	15	information	information	NOUN
spir-12953	227	16	,	,	PUNCT
spir-12953	227	17	and	and	CCONJ
spir-12953	227	18	with	with	ADP
spir-12953	227	19	the	the	DET
spir-12953	227	20	lack	lack	NOUN
spir-12953	227	21	of	of	ADP
spir-12953	227	22	transparency	transparency	NOUN
spir-12953	227	23	from	from	ADP
spir-12953	227	24	political	political	ADJ
spir-12953	227	25	actors	actor	NOUN
spir-12953	227	26	and	and	CCONJ
spir-12953	227	27	the	the	DET
spir-12953	227	28	palatforms	palatform	NOUN
spir-12953	227	29	themselves	themselves	PRON
spir-12953	227	30	,	,	PUNCT
spir-12953	227	31	regarding	regard	VERB
spir-12953	227	32	the	the	DET
spir-12953	227	33	advertisements	advertisement	NOUN
spir-12953	227	34	placed	place	VERB
spir-12953	227	35	,	,	PUNCT
spir-12953	227	36	money	money	NOUN
spir-12953	227	37	spent	spend	VERB
spir-12953	227	38	,	,	PUNCT
spir-12953	227	39	and	and	CCONJ
spir-12953	227	40	ultimately	ultimately	ADV
spir-12953	227	41	who	who	PRON
spir-12953	227	42	is	be	AUX
spir-12953	227	43	consuming	consume	VERB
spir-12953	227	44	these	these	DET
spir-12953	227	45	advertisements	advertisement	NOUN
spir-12953	227	46	(	(	PUNCT
spir-12953	227	47	dommett	dommett	NOUN
spir-12953	227	48	&	&	CCONJ
spir-12953	227	49	power	power	NOUN
spir-12953	227	50	,	,	PUNCT
spir-12953	227	51	2019	2019	NUM
spir-12953	227	52	)	)	PUNCT
spir-12953	227	53	.	.	PUNCT
spir-12953	228	1	the	the	DET
spir-12953	228	2	cambridge	cambridge	PROPN
spir-12953	228	3	analytica	analytica	PROPN
spir-12953	228	4	scandal	scandal	NOUN
spir-12953	228	5	revealed	reveal	VERB
spir-12953	228	6	the	the	DET
spir-12953	228	7	susceptibility	susceptibility	NOUN
spir-12953	228	8	of	of	ADP
spir-12953	228	9	platform	platform	NOUN
spir-12953	228	10	-	-	PUNCT
spir-12953	228	11	based	base	VERB
spir-12953	228	12	political	political	ADJ
spir-12953	228	13	advertising	advertising	NOUN
spir-12953	228	14	to	to	ADP
spir-12953	228	15	exploitation	exploitation	NOUN
spir-12953	228	16	,	,	PUNCT
spir-12953	228	17	particularly	particularly	ADV
spir-12953	228	18	in	in	ADP
spir-12953	228	19	relation	relation	NOUN
spir-12953	228	20	to	to	ADP
spir-12953	228	21	the	the	DET
spir-12953	228	22	uk	uk	PROPN
spir-12953	228	23	’s	’s	PART
spir-12953	228	24	brexit	brexit	NOUN
spir-12953	228	25	referendum	referendum	NOUN
spir-12953	228	26	and	and	CCONJ
spir-12953	228	27	donald	donald	PROPN
spir-12953	228	28	trump	trump	PROPN
spir-12953	228	29	’s	’s	PART
spir-12953	228	30	2016	2016	NUM
spir-12953	228	31	election	election	NOUN
spir-12953	228	32	(	(	PUNCT
spir-12953	228	33	cadwalladr	cadwalladr	NOUN
spir-12953	228	34	,	,	PUNCT
spir-12953	228	35	2018	2018	NUM
spir-12953	228	36	)	)	PUNCT
spir-12953	228	37	.	.	PUNCT
spir-12953	229	1	in	in	ADP
spir-12953	229	2	the	the	DET
spir-12953	229	3	wake	wake	NOUN
spir-12953	229	4	of	of	ADP
spir-12953	229	5	this	this	DET
spir-12953	229	6	scandal	scandal	NOUN
spir-12953	229	7	–	–	PUNCT
spir-12953	229	8	and	and	CCONJ
spir-12953	229	9	due	due	ADJ
spir-12953	229	10	in	in	ADP
spir-12953	229	11	no	no	DET
spir-12953	229	12	small	small	ADJ
spir-12953	229	13	part	part	NOUN
spir-12953	229	14	to	to	ADP
spir-12953	229	15	significant	significant	ADJ
spir-12953	229	16	sustained	sustained	ADJ
spir-12953	229	17	pressure	pressure	NOUN
spir-12953	229	18	from	from	ADP
spir-12953	229	19	academics	academic	NOUN
spir-12953	229	20	,	,	PUNCT
spir-12953	229	21	journalists	journalist	NOUN
spir-12953	229	22	,	,	PUNCT
spir-12953	229	23	civil	civil	ADJ
spir-12953	229	24	society	society	NOUN
spir-12953	229	25	groups	group	NOUN
spir-12953	229	26	,	,	PUNCT
spir-12953	229	27	and	and	CCONJ
spir-12953	229	28	eventually	eventually	ADV
spir-12953	229	29	governments	government	NOUN
spir-12953	229	30	–	–	PUNCT
spir-12953	229	31	the	the	DET
spir-12953	229	32	major	major	ADJ
spir-12953	229	33	platforms	platform	NOUN
spir-12953	229	34	have	have	AUX
spir-12953	229	35	been	be	AUX
spir-12953	229	36	forced	force	VERB
spir-12953	229	37	to	to	PART
spir-12953	229	38	curtail	curtail	VERB
spir-12953	229	39	certain	certain	ADJ
spir-12953	229	40	advertising	advertising	NOUN
spir-12953	229	41	practices	practice	NOUN
spir-12953	229	42	,	,	PUNCT
spir-12953	229	43	and	and	CCONJ
spir-12953	229	44	implement	implement	VERB
spir-12953	229	45	a	a	DET
spir-12953	229	46	range	range	NOUN
spir-12953	229	47	of	of	ADP
spir-12953	229	48	political	political	ADJ
spir-12953	229	49	advertising	advertising	NOUN
spir-12953	229	50	transparency	transparency	NOUN
spir-12953	229	51	initiatives	initiative	NOUN
spir-12953	229	52	.	.	PUNCT
spir-12953	230	1	a	a	DET
spir-12953	230	2	key	key	ADJ
spir-12953	230	3	feature	feature	NOUN
spir-12953	230	4	of	of	ADP
spir-12953	230	5	these	these	DET
spir-12953	230	6	initiatives	initiative	NOUN
spir-12953	230	7	is	be	AUX
spir-12953	230	8	the	the	DET
spir-12953	230	9	provision	provision	NOUN
spir-12953	230	10	of	of	ADP
spir-12953	230	11	new	new	ADJ
spir-12953	230	12	digital	digital	ADJ
spir-12953	230	13	tools	tool	NOUN
spir-12953	230	14	,	,	PUNCT
spir-12953	230	15	often	often	ADV
spir-12953	230	16	in	in	ADP
spir-12953	230	17	the	the	DET
spir-12953	230	18	form	form	NOUN
spir-12953	230	19	of	of	ADP
spir-12953	230	20	transparency	transparency	NOUN
spir-12953	230	21	‘	'	PUNCT
spir-12953	230	22	dashboards	dashboard	NOUN
spir-12953	230	23	’	'	PUNCT
spir-12953	230	24	.	.	PUNCT
spir-12953	231	1	these	these	DET
spir-12953	231	2	platform	platform	NOUN
spir-12953	231	3	-	-	PUNCT
spir-12953	231	4	provided	provide	VERB
spir-12953	231	5	dashboards	dashboard	NOUN
spir-12953	231	6	offer	offer	VERB
spir-12953	231	7	basic	basic	ADJ
spir-12953	231	8	information	information	NOUN
spir-12953	231	9	as	as	ADP
spir-12953	231	10	to	to	ADP
spir-12953	231	11	the	the	DET
spir-12953	231	12	ads	ad	NOUN
spir-12953	231	13	that	that	PRON
spir-12953	231	14	are	be	AUX
spir-12953	231	15	or	or	CCONJ
spir-12953	231	16	have	have	AUX
spir-12953	231	17	recently	recently	ADV
spir-12953	231	18	been	be	AUX
spir-12953	231	19	run	run	VERB
spir-12953	231	20	,	,	PUNCT
spir-12953	231	21	who	who	PRON
spir-12953	231	22	is	be	AUX
spir-12953	231	23	sponsoring	sponsor	VERB
spir-12953	231	24	these	these	DET
spir-12953	231	25	ads	ad	NOUN
spir-12953	231	26	,	,	PUNCT
spir-12953	231	27	and	and	CCONJ
spir-12953	231	28	basic	basic	ADJ
spir-12953	231	29	aggregated	aggregate	VERB
spir-12953	231	30	statistics	statistic	NOUN
spir-12953	231	31	as	as	ADP
spir-12953	231	32	to	to	ADP
spir-12953	231	33	the	the	DET
spir-12953	231	34	reach	reach	NOUN
spir-12953	231	35	and	and	CCONJ
spir-12953	231	36	audience	audience	NOUN
spir-12953	231	37	of	of	ADP
spir-12953	231	38	the	the	DET
spir-12953	231	39	ads	ad	NOUN
spir-12953	231	40	.	.	PUNCT
spir-12953	232	1	while	while	SCONJ
spir-12953	232	2	welcome	welcome	ADV
spir-12953	232	3	,	,	PUNCT
spir-12953	232	4	the	the	DET
spir-12953	232	5	dashboards	dashboard	NOUN
spir-12953	232	6	provided	provide	VERB
spir-12953	232	7	by	by	ADP
spir-12953	232	8	large	large	ADJ
spir-12953	232	9	platforms	platform	NOUN
spir-12953	232	10	like	like	ADP
spir-12953	232	11	meta	meta	NOUN
spir-12953	232	12	and	and	CCONJ
spir-12953	232	13	google	google	PROPN
spir-12953	232	14	stop	stop	VERB
spir-12953	232	15	short	short	ADV
spir-12953	232	16	of	of	ADP
spir-12953	232	17	full	full	ADJ
spir-12953	232	18	transparency	transparency	NOUN
spir-12953	232	19	(	(	PUNCT
spir-12953	232	20	edelson	edelson	NOUN
spir-12953	232	21	et	et	PROPN
spir-12953	232	22	al	al	PROPN
spir-12953	232	23	.	.	PROPN
spir-12953	232	24	2019	2019	NUM
spir-12953	232	25	)	)	PUNCT
spir-12953	232	26	.	.	PUNCT
spir-12953	233	1	as	as	ADP
spir-12953	233	2	one	one	NUM
spir-12953	233	3	example	example	NOUN
spir-12953	233	4	,	,	PUNCT
spir-12953	233	5	facebook	facebook	PROPN
spir-12953	233	6	and	and	CCONJ
spir-12953	233	7	instagram	instagram	PROPN
spir-12953	233	8	ads	ad	NOUN
spir-12953	233	9	are	be	AUX
spir-12953	233	10	readily	readily	ADV
spir-12953	233	11	targeted	target	VERB
spir-12953	233	12	to	to	ADP
spir-12953	233	13	highly	highly	ADV
spir-12953	233	14	specific	specific	ADJ
spir-12953	233	15	geolocations	geolocation	NOUN
spir-12953	233	16	(	(	PUNCT
spir-12953	233	17	down	down	ADP
spir-12953	233	18	to	to	ADP
spir-12953	233	19	individual	individual	ADJ
spir-12953	233	20	suburb	suburb	NOUN
spir-12953	233	21	/	/	SYM
spir-12953	233	22	postcode	postcode	NOUN
spir-12953	233	23	level	level	NOUN
spir-12953	233	24	)	)	PUNCT
spir-12953	233	25	by	by	ADP
spir-12953	233	26	ad	ad	NOUN
spir-12953	233	27	buyers	buyer	NOUN
spir-12953	233	28	,	,	PUNCT
spir-12953	233	29	however	however	ADV
spir-12953	233	30	meta	meta	PROPN
spir-12953	233	31	’s	’s	PART
spir-12953	233	32	dashboards	dashboard	NOUN
spir-12953	233	33	only	only	ADV
spir-12953	233	34	reveal	reveal	VERB
spir-12953	233	35	geolocation	geolocation	NOUN
spir-12953	233	36	data	datum	NOUN
spir-12953	233	37	at	at	ADP
spir-12953	233	38	an	an	DET
spir-12953	233	39	entire	entire	ADJ
spir-12953	233	40	state	state	NOUN
spir-12953	233	41	level	level	NOUN
spir-12953	233	42	.	.	PUNCT
spir-12953	234	1	interest	interest	NOUN
spir-12953	234	2	categories	category	NOUN
spir-12953	234	3	for	for	ADP
spir-12953	234	4	ads	ad	NOUN
spir-12953	234	5	are	be	AUX
spir-12953	234	6	also	also	ADV
spir-12953	234	7	heavily	heavily	ADV
spir-12953	234	8	abstracted	abstract	VERB
spir-12953	234	9	making	make	VERB
spir-12953	234	10	it	it	PRON
spir-12953	234	11	difficult	difficult	ADJ
spir-12953	234	12	to	to	PART
spir-12953	234	13	interrogate	interrogate	VERB
spir-12953	234	14	where	where	SCONJ
spir-12953	234	15	political	political	ADJ
spir-12953	234	16	advertising	advertising	NOUN
spir-12953	234	17	may	may	AUX
spir-12953	234	18	be	be	AUX
spir-12953	234	19	engaging	engage	VERB
spir-12953	234	20	in	in	ADP
spir-12953	234	21	racial	racial	ADJ
spir-12953	234	22	,	,	PUNCT
spir-12953	234	23	gendered	gendere	VERB
spir-12953	234	24	,	,	PUNCT
spir-12953	234	25	economic	economic	ADJ
spir-12953	234	26	,	,	PUNCT
spir-12953	234	27	religious	religious	ADJ
spir-12953	234	28	,	,	PUNCT
spir-12953	234	29	or	or	CCONJ
spir-12953	234	30	other	other	ADJ
spir-12953	234	31	harmful	harmful	ADJ
spir-12953	234	32	forms	form	NOUN
spir-12953	234	33	of	of	ADP
spir-12953	234	34	discrimination	discrimination	NOUN
spir-12953	234	35	.	.	PUNCT
spir-12953	235	1	more	more	ADV
spir-12953	235	2	so	so	ADV
spir-12953	235	3	,	,	PUNCT
spir-12953	235	4	we	we	PRON
spir-12953	235	5	are	be	AUX
spir-12953	235	6	left	leave	VERB
spir-12953	235	7	to	to	PART
spir-12953	235	8	trust	trust	VERB
spir-12953	235	9	that	that	SCONJ
spir-12953	235	10	information	information	NOUN
spir-12953	235	11	provided	provide	VERB
spir-12953	235	12	by	by	ADP
spir-12953	235	13	the	the	DET
spir-12953	235	14	platforms	platform	NOUN
spir-12953	235	15	is	be	AUX
spir-12953	235	16	accurate	accurate	ADJ
spir-12953	235	17	,	,	PUNCT
spir-12953	235	18	given	give	VERB
spir-12953	235	19	there	there	PRON
spir-12953	235	20	is	be	VERB
spir-12953	235	21	no	no	DET
spir-12953	235	22	independent	independent	ADJ
spir-12953	235	23	oversight	oversight	NOUN
spir-12953	235	24	or	or	CCONJ
spir-12953	235	25	verification	verification	NOUN
spir-12953	235	26	of	of	ADP
spir-12953	235	27	this	this	DET
spir-12953	235	28	data	datum	NOUN
spir-12953	235	29	.	.	PUNCT
spir-12953	236	1	due	due	ADP
spir-12953	236	2	to	to	ADP
spir-12953	236	3	the	the	DET
spir-12953	236	4	fundamental	fundamental	ADJ
spir-12953	236	5	limitations	limitation	NOUN
spir-12953	236	6	of	of	ADP
spir-12953	236	7	platform	platform	NOUN
spir-12953	236	8	-	-	PUNCT
spir-12953	236	9	provided	provide	VERB
spir-12953	236	10	transparency	transparency	NOUN
spir-12953	236	11	tools	tool	NOUN
spir-12953	236	12	,	,	PUNCT
spir-12953	236	13	researchers	researcher	NOUN
spir-12953	236	14	are	be	AUX
spir-12953	236	15	turning	turn	VERB
spir-12953	236	16	to	to	ADP
spir-12953	236	17	other	other	ADJ
spir-12953	236	18	techniques	technique	NOUN
spir-12953	236	19	to	to	PART
spir-12953	236	20	provide	provide	VERB
spir-12953	236	21	much	much	ADJ
spir-12953	236	22	needed	need	VERB
spir-12953	236	23	platform	platform	NOUN
spir-12953	236	24	observability	observability	NOUN
spir-12953	236	25	(	(	PUNCT
spir-12953	236	26	rieder	rieder	NOUN
spir-12953	236	27	&	&	CCONJ
spir-12953	236	28	hofmann	hofmann	PROPN
spir-12953	236	29	,	,	PUNCT
spir-12953	236	30	2020	2020	NUM
spir-12953	236	31	)	)	PUNCT
spir-12953	236	32	.	.	PUNCT
spir-12953	237	1	in	in	ADP
spir-12953	237	2	some	some	DET
spir-12953	237	3	cases	case	NOUN
spir-12953	237	4	,	,	PUNCT
spir-12953	237	5	this	this	PRON
spir-12953	237	6	involves	involve	VERB
spir-12953	237	7	the	the	DET
spir-12953	237	8	augmentation	augmentation	NOUN
spir-12953	237	9	of	of	ADP
spir-12953	237	10	transparency	transparency	NOUN
spir-12953	237	11	dashboards	dashboard	NOUN
spir-12953	237	12	to	to	PART
spir-12953	237	13	turn	turn	VERB
spir-12953	237	14	them	they	PRON
spir-12953	237	15	into	into	ADP
spir-12953	237	16	more	more	ADV
spir-12953	237	17	easily	easily	ADV
spir-12953	237	18	searchable	searchable	ADJ
spir-12953	237	19	ad	ad	NOUN
spir-12953	237	20	archives	archive	NOUN
spir-12953	237	21	,	,	PUNCT
spir-12953	237	22	with	with	ADP
spir-12953	237	23	additional	additional	ADJ
spir-12953	237	24	statistics	statistic	NOUN
spir-12953	237	25	and	and	CCONJ
spir-12953	237	26	information	information	NOUN
spir-12953	237	27	visualisation	visualisation	NOUN
spir-12953	237	28	.	.	PUNCT
spir-12953	238	1	in	in	ADP
spir-12953	238	2	other	other	ADJ
spir-12953	238	3	cases	case	NOUN
spir-12953	238	4	researchers	researcher	NOUN
spir-12953	238	5	are	be	AUX
spir-12953	238	6	side	side	ADJ
spir-12953	238	7	stepping	stepping	ADJ
spir-12953	238	8	platform	platform	NOUN
spir-12953	238	9	-	-	PUNCT
spir-12953	238	10	provided	provide	VERB
spir-12953	238	11	approaches	approach	NOUN
spir-12953	238	12	completely	completely	ADV
spir-12953	238	13	using	use	VERB
spir-12953	238	14	data	datum	NOUN
spir-12953	238	15	donation	donation	NOUN
spir-12953	238	16	plugins	plugin	NOUN
spir-12953	238	17	that	that	PRON
spir-12953	238	18	enrol	enrol	VERB
spir-12953	238	19	platform	platform	NOUN
spir-12953	238	20	users	user	NOUN
spir-12953	238	21	to	to	PART
spir-12953	238	22	contribute	contribute	VERB
spir-12953	238	23	any	any	DET
spir-12953	238	24	ads	ad	NOUN
spir-12953	238	25	encountered	encounter	VERB
spir-12953	238	26	while	while	SCONJ
spir-12953	238	27	browsing	browse	VERB
spir-12953	238	28	these	these	DET
spir-12953	238	29	platforms	platform	NOUN
spir-12953	238	30	into	into	ADP
spir-12953	238	31	platform	platform	NOUN
spir-12953	238	32	-	-	PUNCT
spir-12953	238	33	independent	independent	ADJ
spir-12953	238	34	archives	archive	NOUN
spir-12953	238	35	(	(	PUNCT
spir-12953	238	36	propublica	propublica	PROPN
spir-12953	238	37	,	,	PUNCT
spir-12953	238	38	2020	2020	NUM
spir-12953	238	39	)	)	PUNCT
spir-12953	238	40	.	.	PUNCT
spir-12953	239	1	new	new	ADJ
spir-12953	239	2	approaches	approach	NOUN
spir-12953	239	3	for	for	ADP
spir-12953	239	4	advertising	advertise	VERB
spir-12953	239	5	accountability	accountability	NOUN
spir-12953	239	6	in	in	ADP
spir-12953	239	7	this	this	DET
spir-12953	239	8	paper	paper	NOUN
spir-12953	239	9	we	we	PRON
spir-12953	239	10	outline	outline	VERB
spir-12953	239	11	a	a	DET
spir-12953	239	12	suite	suite	NOUN
spir-12953	239	13	of	of	ADP
spir-12953	239	14	digital	digital	ADJ
spir-12953	239	15	methods	method	NOUN
spir-12953	239	16	developed	develop	VERB
spir-12953	239	17	to	to	PART
spir-12953	239	18	study	study	VERB
spir-12953	239	19	platform	platform	NOUN
spir-12953	239	20	-	-	PUNCT
spir-12953	239	21	based	base	VERB
spir-12953	239	22	political	political	ADJ
spir-12953	239	23	advertising	advertising	NOUN
spir-12953	239	24	,	,	PUNCT
spir-12953	239	25	and	and	CCONJ
spir-12953	239	26	ultimately	ultimately	ADV
spir-12953	239	27	enhance	enhance	VERB
spir-12953	239	28	platform	platform	NOUN
spir-12953	239	29	observability	observability	NOUN
spir-12953	239	30	and	and	CCONJ
spir-12953	239	31	accountability	accountability	NOUN
spir-12953	239	32	.	.	PUNCT
spir-12953	240	1	we	we	PRON
spir-12953	240	2	focus	focus	VERB
spir-12953	240	3	on	on	ADP
spir-12953	240	4	a	a	DET
spir-12953	240	5	study	study	NOUN
spir-12953	240	6	of	of	ADP
spir-12953	240	7	political	political	ADJ
spir-12953	240	8	advertising	advertising	NOUN
spir-12953	240	9	that	that	PRON
spir-12953	240	10	will	will	AUX
spir-12953	240	11	be	be	AUX
spir-12953	240	12	conducted	conduct	VERB
spir-12953	240	13	throughout	throughout	ADP
spir-12953	240	14	the	the	DET
spir-12953	240	15	upcoming	upcoming	ADJ
spir-12953	240	16	australian	australian	ADJ
spir-12953	240	17	federal	federal	ADJ
spir-12953	240	18	election	election	NOUN
spir-12953	240	19	campaign	campaign	NOUN
spir-12953	240	20	,	,	PUNCT
spir-12953	240	21	due	due	ADJ
spir-12953	240	22	to	to	PART
spir-12953	240	23	take	take	VERB
spir-12953	240	24	place	place	NOUN
spir-12953	240	25	no	no	ADV
spir-12953	240	26	later	later	ADV
spir-12953	240	27	than	than	ADP
spir-12953	240	28	may	may	PROPN
spir-12953	240	29	2022	2022	NUM
spir-12953	240	30	.	.	PUNCT
spir-12953	241	1	the	the	DET
spir-12953	241	2	data	data	NOUN
spir-12953	241	3	collection	collection	NOUN
spir-12953	241	4	methods	method	NOUN
spir-12953	241	5	that	that	PRON
spir-12953	241	6	have	have	AUX
spir-12953	241	7	already	already	ADV
spir-12953	241	8	been	be	AUX
spir-12953	241	9	developed	develop	VERB
spir-12953	241	10	and	and	CCONJ
spir-12953	241	11	deployed	deploy	VERB
spir-12953	241	12	in	in	ADP
spir-12953	241	13	the	the	DET
spir-12953	241	14	lead	lead	NOUN
spir-12953	241	15	up	up	ADP
spir-12953	241	16	to	to	ADP
spir-12953	241	17	this	this	DET
spir-12953	241	18	national	national	ADJ
spir-12953	241	19	election	election	NOUN
spir-12953	241	20	range	range	NOUN
spir-12953	241	21	from	from	ADP
spir-12953	241	22	data	datum	NOUN
spir-12953	241	23	gathering	gathering	NOUN
spir-12953	241	24	techniques	technique	NOUN
spir-12953	241	25	that	that	PRON
spir-12953	241	26	utilise	utilise	VERB
spir-12953	241	27	existing	exist	VERB
spir-12953	241	28	platform	platform	NOUN
spir-12953	241	29	-	-	PUNCT
spir-12953	241	30	provided	provide	VERB
spir-12953	241	31	ad	ad	NOUN
spir-12953	241	32	transparency	transparency	NOUN
spir-12953	241	33	apis	apis	NOUN
spir-12953	241	34	(	(	PUNCT
spir-12953	241	35	polidashboard	polidashboard	NOUN
spir-12953	241	36	:	:	PUNCT
spir-12953	241	37	https://global.polidashboard.com/	https://global.polidashboard.com/	PROPN
spir-12953	241	38	)	)	PUNCT
spir-12953	241	39	,	,	PUNCT
spir-12953	241	40	through	through	ADP
spir-12953	241	41	to	to	ADP
spir-12953	241	42	citizen	citizen	NOUN
spir-12953	241	43	-	-	PUNCT
spir-12953	241	44	science	science	NOUN
spir-12953	241	45	data	datum	NOUN
spir-12953	241	46	donation	donation	NOUN
spir-12953	241	47	approaches	approach	NOUN
spir-12953	241	48	(	(	PUNCT
spir-12953	241	49	australian	australian	ADJ
spir-12953	241	50	ad	ad	NOUN
spir-12953	241	51	observatory	observatory	NOUN
spir-12953	241	52	:	:	PUNCT
spir-12953	241	53	https://www.admscentre.org.au/adobservatory/	https://www.admscentre.org.au/adobservatory/	NOUN
spir-12953	241	54	)	)	PUNCT
spir-12953	241	55	.	.	PUNCT
spir-12953	242	1	additionally	additionally	ADV
spir-12953	242	2	,	,	PUNCT
spir-12953	242	3	we	we	PRON
spir-12953	242	4	have	have	AUX
spir-12953	242	5	also	also	ADV
spir-12953	242	6	developed	develop	VERB
spir-12953	242	7	a	a	DET
spir-12953	242	8	range	range	NOUN
spir-12953	242	9	of	of	ADP
spir-12953	242	10	computational	computational	ADJ
spir-12953	242	11	methods	method	NOUN
spir-12953	242	12	to	to	PART
spir-12953	242	13	support	support	VERB
spir-12953	242	14	both	both	CCONJ
spir-12953	242	15	quantitative	quantitative	ADJ
spir-12953	242	16	and	and	CCONJ
spir-12953	242	17	qualitative	qualitative	ADJ
spir-12953	242	18	data	datum	NOUN
spir-12953	242	19	analysis	analysis	NOUN
spir-12953	242	20	.	.	PUNCT
spir-12953	243	1	the	the	DET
spir-12953	243	2	first	first	ADJ
spir-12953	243	3	tool	tool	NOUN
spir-12953	243	4	,	,	PUNCT
spir-12953	243	5	polidashboard	polidashboard	NOUN
spir-12953	243	6	,	,	PUNCT
spir-12953	243	7	was	be	AUX
spir-12953	243	8	originally	originally	ADV
spir-12953	243	9	developed	develop	VERB
spir-12953	243	10	by	by	ADP
spir-12953	243	11	the	the	DET
spir-12953	243	12	social	social	ADJ
spir-12953	243	13	media	medium	NOUN
spir-12953	243	14	lab	lab	NOUN
spir-12953	243	15	,	,	PUNCT
spir-12953	243	16	ryerson	ryerson	NOUN
spir-12953	243	17	university	university	NOUN
spir-12953	243	18	,	,	PUNCT
spir-12953	243	19	as	as	ADP
spir-12953	243	20	part	part	NOUN
spir-12953	243	21	of	of	ADP
spir-12953	243	22	an	an	DET
spir-12953	243	23	international	international	ADJ
spir-12953	243	24	election	election	NOUN
spir-12953	243	25	transparency	transparency	NOUN
spir-12953	243	26	initiative	initiative	NOUN
spir-12953	243	27	.	.	PUNCT
spir-12953	244	1	polidashboard	polidashboard	NOUN
spir-12953	244	2	has	have	AUX
spir-12953	244	3	been	be	AUX
spir-12953	244	4	extended	extend	VERB
spir-12953	244	5	in	in	ADP
spir-12953	244	6	partnership	partnership	NOUN
spir-12953	244	7	with	with	ADP
spir-12953	244	8	members	member	NOUN
spir-12953	244	9	of	of	ADP
spir-12953	244	10	our	our	PRON
spir-12953	244	11	research	research	NOUN
spir-12953	244	12	team	team	NOUN
spir-12953	244	13	for	for	ADP
spir-12953	244	14	the	the	DET
spir-12953	244	15	australian	australian	ADJ
spir-12953	244	16	context	context	NOUN
spir-12953	244	17	.	.	PUNCT
spir-12953	245	1	the	the	DET
spir-12953	245	2	tool	tool	NOUN
spir-12953	245	3	interfaces	interface	VERB
spir-12953	245	4	with	with	ADP
spir-12953	245	5	the	the	DET
spir-12953	245	6	existing	exist	VERB
spir-12953	245	7	meta	meta	NOUN
spir-12953	245	8	and	and	CCONJ
spir-12953	245	9	google	google	PROPN
spir-12953	245	10	ad	ad	NOUN
spir-12953	245	11	transparency	transparency	NOUN
spir-12953	245	12	libraries	library	NOUN
spir-12953	245	13	,	,	PUNCT
spir-12953	245	14	but	but	CCONJ
spir-12953	245	15	offers	offer	VERB
spir-12953	245	16	additional	additional	ADJ
spir-12953	245	17	archival	archival	NOUN
spir-12953	245	18	,	,	PUNCT
spir-12953	245	19	ranking	ranking	NOUN
spir-12953	245	20	,	,	PUNCT
spir-12953	245	21	search	search	NOUN
spir-12953	245	22	,	,	PUNCT
spir-12953	245	23	data	data	NOUN
spir-12953	245	24	aggregation	aggregation	NOUN
spir-12953	245	25	,	,	PUNCT
spir-12953	245	26	and	and	CCONJ
spir-12953	245	27	visualisation	visualisation	NOUN
spir-12953	245	28	abilities	ability	NOUN
spir-12953	245	29	(	(	PUNCT
spir-12953	245	30	see	see	VERB
spir-12953	245	31	figure	figure	NOUN
spir-12953	245	32	1	1	NUM
spir-12953	245	33	)	)	PUNCT
spir-12953	245	34	.	.	PUNCT
spir-12953	246	1	https://global.polidashboard.com/	https://global.polidashboard.com/	ADJ
spir-12953	246	2	https://www.admscentre.org.au/adobservatory/	https://www.admscentre.org.au/adobservatory/	NOUN
spir-12953	246	3	figure	figure	NOUN
spir-12953	246	4	1	1	NUM
spir-12953	246	5	:	:	PUNCT
spir-12953	246	6	screenshots	screenshot	NOUN
spir-12953	246	7	of	of	ADP
spir-12953	246	8	the	the	DET
spir-12953	246	9	polidashboard	polidashboard	NOUN
spir-12953	246	10	(	(	PUNCT
spir-12953	246	11	credit	credit	NOUN
spir-12953	246	12	:	:	PUNCT
spir-12953	246	13	social	social	ADJ
spir-12953	246	14	media	medium	NOUN
spir-12953	246	15	lab	lab	NOUN
spir-12953	246	16	,	,	PUNCT
spir-12953	246	17	ryerson	ryerson	NOUN
spir-12953	246	18	university	university	NOUN
spir-12953	246	19	)	)	PUNCT
spir-12953	246	20	the	the	DET
spir-12953	246	21	second	second	ADJ
spir-12953	246	22	tool	tool	NOUN
spir-12953	246	23	,	,	PUNCT
spir-12953	246	24	the	the	DET
spir-12953	246	25	australian	australian	ADJ
spir-12953	246	26	ad	ad	NOUN
spir-12953	246	27	observatory	observatory	NOUN
spir-12953	246	28	(	(	PUNCT
spir-12953	246	29	burgess	burgess	NOUN
spir-12953	246	30	et	et	PROPN
spir-12953	246	31	al	al	PROPN
spir-12953	246	32	.	.	PROPN
spir-12953	246	33	,	,	PUNCT
spir-12953	246	34	2021	2021	NUM
spir-12953	246	35	)	)	PUNCT
spir-12953	246	36	extends	extend	VERB
spir-12953	246	37	the	the	DET
spir-12953	246	38	work	work	NOUN
spir-12953	246	39	of	of	ADP
spir-12953	246	40	the	the	DET
spir-12953	246	41	ad	ad	NOUN
spir-12953	246	42	observatory	observatory	NOUN
spir-12953	246	43	developed	develop	VERB
spir-12953	246	44	by	by	ADP
spir-12953	246	45	researchers	researcher	NOUN
spir-12953	246	46	at	at	ADP
spir-12953	246	47	nyu	nyu	PROPN
spir-12953	246	48	,	,	PUNCT
spir-12953	246	49	which	which	PRON
spir-12953	246	50	itself	itself	PRON
spir-12953	246	51	extends	extend	VERB
spir-12953	246	52	the	the	DET
spir-12953	246	53	propublica	propublica	PROPN
spir-12953	246	54	political	political	ADJ
spir-12953	246	55	ad	ad	NOUN
spir-12953	246	56	collector	collector	NOUN
spir-12953	246	57	(	(	PUNCT
spir-12953	246	58	propublica	propublica	PROPN
spir-12953	246	59	,	,	PUNCT
spir-12953	246	60	2020	2020	NUM
spir-12953	246	61	)	)	PUNCT
spir-12953	246	62	.	.	PUNCT
spir-12953	247	1	the	the	DET
spir-12953	247	2	observatory	observatory	NOUN
spir-12953	247	3	relies	rely	VERB
spir-12953	247	4	on	on	ADP
spir-12953	247	5	the	the	DET
spir-12953	247	6	use	use	NOUN
spir-12953	247	7	of	of	ADP
spir-12953	247	8	a	a	DET
spir-12953	247	9	browser	browser	NOUN
spir-12953	247	10	plugin	plugin	NOUN
spir-12953	247	11	,	,	PUNCT
spir-12953	247	12	installed	instal	VERB
spir-12953	247	13	by	by	ADP
spir-12953	247	14	volunteer	volunteer	NOUN
spir-12953	247	15	members	member	NOUN
spir-12953	247	16	of	of	ADP
spir-12953	247	17	the	the	DET
spir-12953	247	18	australian	australian	ADJ
spir-12953	247	19	public	public	NOUN
spir-12953	247	20	on	on	ADP
spir-12953	247	21	their	their	PRON
spir-12953	247	22	personal	personal	ADJ
spir-12953	247	23	computers	computer	NOUN
spir-12953	247	24	.	.	PUNCT
spir-12953	248	1	the	the	DET
spir-12953	248	2	browser	browser	NOUN
spir-12953	248	3	plugin	plugin	NOUN
spir-12953	248	4	detects	detect	NOUN
spir-12953	248	5	any	any	DET
spir-12953	248	6	sponsored	sponsor	VERB
spir-12953	248	7	posts	post	NOUN
spir-12953	248	8	that	that	SCONJ
spir-12953	248	9	participants	participant	NOUN
spir-12953	248	10	encounter	encounter	VERB
spir-12953	248	11	in	in	ADP
spir-12953	248	12	their	their	PRON
spir-12953	248	13	facebook	facebook	NOUN
spir-12953	248	14	news	news	NOUN
spir-12953	248	15	feeds	feed	VERB
spir-12953	248	16	during	during	ADP
spir-12953	248	17	regular	regular	ADJ
spir-12953	248	18	use	use	NOUN
spir-12953	248	19	of	of	ADP
spir-12953	248	20	facebook	facebook	NOUN
spir-12953	248	21	through	through	ADP
spir-12953	248	22	their	their	PRON
spir-12953	248	23	browser	browser	NOUN
spir-12953	248	24	.	.	PUNCT
spir-12953	249	1	once	once	ADV
spir-12953	249	2	detected	detect	VERB
spir-12953	249	3	by	by	ADP
spir-12953	249	4	the	the	DET
spir-12953	249	5	plugin	plugin	NOUN
spir-12953	249	6	,	,	PUNCT
spir-12953	249	7	ads	ad	NOUN
spir-12953	249	8	are	be	AUX
spir-12953	249	9	anonymously	anonymously	ADV
spir-12953	249	10	sent	send	VERB
spir-12953	249	11	to	to	ADP
spir-12953	249	12	a	a	DET
spir-12953	249	13	central	central	ADJ
spir-12953	249	14	server	server	NOUN
spir-12953	249	15	along	along	ADV
spir-12953	249	16	with	with	ADP
spir-12953	249	17	additional	additional	ADJ
spir-12953	249	18	demographic	demographic	ADJ
spir-12953	249	19	data	datum	NOUN
spir-12953	249	20	from	from	ADP
spir-12953	249	21	the	the	DET
spir-12953	249	22	participants	participant	NOUN
spir-12953	249	23	(	(	PUNCT
spir-12953	249	24	if	if	SCONJ
spir-12953	249	25	they	they	PRON
spir-12953	249	26	have	have	AUX
spir-12953	249	27	chosen	choose	VERB
spir-12953	249	28	to	to	PART
spir-12953	249	29	provide	provide	VERB
spir-12953	249	30	such	such	ADJ
spir-12953	249	31	information	information	NOUN
spir-12953	249	32	)	)	PUNCT
spir-12953	249	33	.	.	PUNCT
spir-12953	250	1	the	the	DET
spir-12953	250	2	browser	browser	NOUN
spir-12953	250	3	plugin	plugin	NOUN
spir-12953	250	4	works	work	VERB
spir-12953	250	5	without	without	ADP
spir-12953	250	6	requiring	require	VERB
spir-12953	250	7	any	any	DET
spir-12953	250	8	manual	manual	ADJ
spir-12953	250	9	intervention	intervention	NOUN
spir-12953	250	10	from	from	ADP
spir-12953	250	11	the	the	DET
spir-12953	250	12	participants	participant	NOUN
spir-12953	250	13	,	,	PUNCT
spir-12953	250	14	who	who	PRON
spir-12953	250	15	can	can	AUX
spir-12953	250	16	also	also	ADV
spir-12953	250	17	review	review	VERB
spir-12953	250	18	their	their	PRON
spir-12953	250	19	own	own	ADJ
spir-12953	250	20	personal	personal	ADJ
spir-12953	250	21	catalogue	catalogue	NOUN
spir-12953	250	22	of	of	ADP
spir-12953	250	23	ads	ad	NOUN
spir-12953	250	24	encountered	encounter	VERB
spir-12953	250	25	at	at	ADP
spir-12953	250	26	any	any	DET
spir-12953	250	27	time	time	NOUN
spir-12953	250	28	via	via	ADP
spir-12953	250	29	the	the	DET
spir-12953	250	30	tool	tool	NOUN
spir-12953	250	31	.	.	PUNCT
spir-12953	251	1	in	in	ADP
spir-12953	251	2	addition	addition	NOUN
spir-12953	251	3	to	to	ADP
spir-12953	251	4	the	the	DET
spir-12953	251	5	collection	collection	NOUN
spir-12953	251	6	of	of	ADP
spir-12953	251	7	political	political	ADJ
spir-12953	251	8	ads	ad	NOUN
spir-12953	251	9	via	via	ADP
spir-12953	251	10	the	the	DET
spir-12953	251	11	above	above	ADJ
spir-12953	251	12	data	data	NOUN
spir-12953	251	13	collection	collection	NOUN
spir-12953	251	14	tools	tool	NOUN
spir-12953	251	15	,	,	PUNCT
spir-12953	251	16	we	we	PRON
spir-12953	251	17	have	have	AUX
spir-12953	251	18	implemented	implement	VERB
spir-12953	251	19	a	a	DET
spir-12953	251	20	range	range	NOUN
spir-12953	251	21	of	of	ADP
spir-12953	251	22	new	new	ADJ
spir-12953	251	23	critical	critical	ADJ
spir-12953	251	24	data	data	NOUN
spir-12953	251	25	analytic	analytic	ADJ
spir-12953	251	26	approaches	approach	NOUN
spir-12953	251	27	to	to	PART
spir-12953	251	28	assist	assist	VERB
spir-12953	251	29	in	in	ADP
spir-12953	251	30	analysis	analysis	NOUN
spir-12953	251	31	of	of	ADP
spir-12953	251	32	campaign	campaign	NOUN
spir-12953	251	33	materials	material	NOUN
spir-12953	251	34	(	(	PUNCT
spir-12953	251	35	burgess	burgess	NOUN
spir-12953	251	36	et	et	PROPN
spir-12953	251	37	al	al	PROPN
spir-12953	251	38	.	.	PROPN
spir-12953	251	39	,	,	PUNCT
spir-12953	251	40	2021	2021	NUM
spir-12953	251	41	)	)	PUNCT
spir-12953	251	42	.	.	PUNCT
spir-12953	252	1	these	these	DET
spir-12953	252	2	approaches	approach	NOUN
spir-12953	252	3	encompass	encompass	VERB
spir-12953	252	4	optical	optical	ADJ
spir-12953	252	5	character	character	NOUN
spir-12953	252	6	recognition	recognition	NOUN
spir-12953	252	7	(	(	PUNCT
spir-12953	252	8	ocr	ocr	PROPN
spir-12953	252	9	)	)	PUNCT
spir-12953	252	10	,	,	PUNCT
spir-12953	252	11	logo	logo	NOUN
spir-12953	252	12	and	and	CCONJ
spir-12953	252	13	object	object	VERB
spir-12953	252	14	detection	detection	NOUN
spir-12953	252	15	,	,	PUNCT
spir-12953	252	16	and	and	CCONJ
spir-12953	252	17	visual	visual	ADJ
spir-12953	252	18	and	and	CCONJ
spir-12953	252	19	text	text	NOUN
spir-12953	252	20	-	-	PUNCT
spir-12953	252	21	based	base	VERB
spir-12953	252	22	content	content	NOUN
spir-12953	252	23	analysis	analysis	NOUN
spir-12953	252	24	support	support	NOUN
spir-12953	252	25	,	,	PUNCT
spir-12953	252	26	including	include	VERB
spir-12953	252	27	topic	topic	NOUN
spir-12953	252	28	modelling	modelling	NOUN
spir-12953	252	29	and	and	CCONJ
spir-12953	252	30	machine	machine	NOUN
spir-12953	252	31	vision	vision	NOUN
spir-12953	252	32	.	.	PUNCT
spir-12953	253	1	the	the	DET
spir-12953	253	2	approaches	approach	NOUN
spir-12953	253	3	serve	serve	VERB
spir-12953	253	4	to	to	PART
spir-12953	253	5	assist	assist	VERB
spir-12953	253	6	in	in	ADP
spir-12953	253	7	the	the	DET
spir-12953	253	8	discovery	discovery	NOUN
spir-12953	253	9	of	of	ADP
spir-12953	253	10	specific	specific	ADJ
spir-12953	253	11	political	political	ADJ
spir-12953	253	12	messaging	messaging	NOUN
spir-12953	253	13	,	,	PUNCT
spir-12953	253	14	analyse	analyse	NOUN
spir-12953	253	15	campaign	campaign	NOUN
spir-12953	253	16	spending	spending	NOUN
spir-12953	253	17	and	and	CCONJ
spir-12953	253	18	reach	reach	VERB
spir-12953	253	19	,	,	PUNCT
spir-12953	253	20	and	and	CCONJ
spir-12953	253	21	examine	examine	VERB
spir-12953	253	22	visual	visual	ADJ
spir-12953	253	23	presentation	presentation	NOUN
spir-12953	253	24	and	and	CCONJ
spir-12953	253	25	communication	communication	NOUN
spir-12953	253	26	within	within	ADP
spir-12953	253	27	ads	ad	NOUN
spir-12953	253	28	(	(	PUNCT
spir-12953	253	29	see	see	VERB
spir-12953	253	30	fig	fig	NOUN
spir-12953	253	31	2	2	NUM
spir-12953	253	32	)	)	PUNCT
spir-12953	253	33	.	.	PUNCT
spir-12953	254	1	figure	figure	NOUN
spir-12953	254	2	2	2	NUM
spir-12953	254	3	:	:	PUNCT
spir-12953	254	4	screenshot	screenshot	NOUN
spir-12953	254	5	of	of	ADP
spir-12953	254	6	the	the	DET
spir-12953	254	7	australian	australian	ADJ
spir-12953	254	8	ad	ad	NOUN
spir-12953	254	9	observatory	observatory	NOUN
spir-12953	254	10	researcher	researcher	NOUN
spir-12953	254	11	dashboard	dashboard	NOUN
spir-12953	254	12	.	.	PUNCT
spir-12953	255	1	while	while	SCONJ
spir-12953	255	2	the	the	DET
spir-12953	255	3	approaches	approach	NOUN
spir-12953	255	4	are	be	AUX
spir-12953	255	5	developed	develop	VERB
spir-12953	255	6	as	as	ADP
spir-12953	255	7	a	a	DET
spir-12953	255	8	general	general	ADJ
spir-12953	255	9	and	and	CCONJ
spir-12953	255	10	highly	highly	ADV
spir-12953	255	11	versatile	versatile	ADJ
spir-12953	255	12	toolset	toolset	NOUN
spir-12953	255	13	for	for	ADP
spir-12953	255	14	the	the	DET
spir-12953	255	15	study	study	NOUN
spir-12953	255	16	of	of	ADP
spir-12953	255	17	platform	platform	NOUN
spir-12953	255	18	-	-	PUNCT
spir-12953	255	19	based	base	VERB
spir-12953	255	20	political	political	ADJ
spir-12953	255	21	advertising	advertising	NOUN
spir-12953	255	22	materials	material	NOUN
spir-12953	255	23	,	,	PUNCT
spir-12953	255	24	a	a	DET
spir-12953	255	25	specific	specific	ADJ
spir-12953	255	26	focus	focus	NOUN
spir-12953	255	27	for	for	ADP
spir-12953	255	28	our	our	PRON
spir-12953	255	29	team	team	NOUN
spir-12953	255	30	is	be	AUX
spir-12953	255	31	on	on	ADP
spir-12953	255	32	the	the	DET
spir-12953	255	33	detection	detection	NOUN
spir-12953	255	34	and	and	CCONJ
spir-12953	255	35	analysis	analysis	NOUN
spir-12953	255	36	of	of	ADP
spir-12953	255	37	false	false	ADJ
spir-12953	255	38	or	or	CCONJ
spir-12953	255	39	misleading	misleading	ADJ
spir-12953	255	40	advertising	advertising	NOUN
spir-12953	255	41	materials	material	NOUN
spir-12953	255	42	,	,	PUNCT
spir-12953	255	43	and	and	CCONJ
spir-12953	255	44	to	to	PART
spir-12953	255	45	also	also	ADV
spir-12953	255	46	understand	understand	VERB
spir-12953	255	47	the	the	DET
spir-12953	255	48	experiences	experience	NOUN
spir-12953	255	49	of	of	ADP
spir-12953	255	50	indigenous	indigenous	ADJ
spir-12953	255	51	users	user	NOUN
spir-12953	255	52	of	of	ADP
spir-12953	255	53	these	these	DET
spir-12953	255	54	platforms	platform	NOUN
spir-12953	255	55	given	give	VERB
spir-12953	255	56	existing	exist	VERB
spir-12953	255	57	concerns	concern	NOUN
spir-12953	255	58	regarding	regard	VERB
spir-12953	255	59	discriminatory	discriminatory	ADJ
spir-12953	255	60	algorithmic	algorithmic	ADJ
spir-12953	255	61	advertising	advertising	NOUN
spir-12953	255	62	practices	practice	NOUN
spir-12953	255	63	(	(	PUNCT
spir-12953	255	64	andrejevic	andrejevic	INTJ
spir-12953	255	65	et	et	PROPN
spir-12953	255	66	al	al	PROPN
spir-12953	255	67	.	.	PROPN
spir-12953	255	68	,	,	PUNCT
spir-12953	255	69	2022	2022	NUM
spir-12953	255	70	)	)	PUNCT
spir-12953	255	71	.	.	PUNCT
spir-12953	256	1	we	we	PRON
spir-12953	256	2	will	will	AUX
spir-12953	256	3	highlight	highlight	VERB
spir-12953	256	4	specific	specific	ADJ
spir-12953	256	5	examples	example	NOUN
spir-12953	256	6	encountered	encounter	VERB
spir-12953	256	7	,	,	PUNCT
spir-12953	256	8	and	and	CCONJ
spir-12953	256	9	other	other	ADJ
spir-12953	256	10	general	general	ADJ
spir-12953	256	11	findings	finding	NOUN
spir-12953	256	12	as	as	ADP
spir-12953	256	13	part	part	NOUN
spir-12953	256	14	of	of	ADP
spir-12953	256	15	our	our	PRON
spir-12953	256	16	analysis	analysis	NOUN
spir-12953	256	17	,	,	PUNCT
spir-12953	256	18	in	in	ADP
spir-12953	256	19	addition	addition	NOUN
spir-12953	256	20	to	to	PART
spir-12953	256	21	guidance	guidance	VERB
spir-12953	256	22	on	on	ADP
spir-12953	256	23	how	how	SCONJ
spir-12953	256	24	these	these	DET
spir-12953	256	25	techniques	technique	NOUN
spir-12953	256	26	can	can	AUX
spir-12953	256	27	be	be	AUX
spir-12953	256	28	adopted	adopt	VERB
spir-12953	256	29	in	in	ADP
spir-12953	256	30	future	future	ADJ
spir-12953	256	31	studies	study	NOUN
spir-12953	256	32	of	of	ADP
spir-12953	256	33	political	political	ADJ
spir-12953	256	34	and	and	CCONJ
spir-12953	256	35	non	non	ADJ
spir-12953	256	36	-	-	ADJ
spir-12953	256	37	political	political	ADJ
spir-12953	256	38	platform	platform	NOUN
spir-12953	256	39	-	-	PUNCT
spir-12953	256	40	based	base	VERB
spir-12953	256	41	advertising	advertising	NOUN
spir-12953	256	42	.	.	PUNCT
spir-12953	257	1	references	reference	NOUN
spir-12953	257	2	andrejevic	andrejevic	ADJ
spir-12953	257	3	,	,	PUNCT
spir-12953	257	4	m.	m.	NOUN
spir-12953	257	5	,	,	PUNCT
spir-12953	257	6	fordyce	fordyce	PROPN
spir-12953	257	7	,	,	PUNCT
spir-12953	257	8	r.	r.	PROPN
spir-12953	257	9	,	,	PUNCT
spir-12953	257	10	li	li	PROPN
spir-12953	257	11	,	,	PUNCT
spir-12953	257	12	n.	n.	NOUN
spir-12953	257	13	,	,	PUNCT
spir-12953	257	14	&	&	CCONJ
spir-12953	257	15	trott	trott	PROPN
spir-12953	257	16	.	.	PUNCT
spir-12953	258	1	v.	v.	PROPN
spir-12953	258	2	(	(	PUNCT
spir-12953	258	3	2021	2021	NUM
spir-12953	258	4	)	)	PUNCT
spir-12953	258	5	unregulated	unregulated	ADJ
spir-12953	258	6	and	and	CCONJ
spir-12953	258	7	segmented	segment	VERB
spir-12953	258	8	dark	dark	ADJ
spir-12953	258	9	ads	ad	NOUN
spir-12953	258	10	on	on	ADP
spir-12953	258	11	social	social	ADJ
spir-12953	258	12	media	medium	NOUN
spir-12953	258	13	:	:	PUNCT
spir-12953	258	14	consumer	consumer	NOUN
spir-12953	258	15	education	education	NOUN
spir-12953	258	16	and	and	CCONJ
spir-12953	258	17	regulatory	regulatory	ADJ
spir-12953	258	18	options	option	NOUN
spir-12953	258	19	.	.	PUNCT
spir-12953	259	1	retrieved	retrieve	VERB
spir-12953	259	2	from	from	ADP
spir-12953	259	3	:	:	PUNCT
spir-12953	259	4	https://apo.org.au/sites/default/files/resource-files/2021-06/apo-nid313053.pdf	https://apo.org.au/sites/default/files/resource-files/2021-06/apo-nid313053.pdf	NOUN
spir-12953	259	5	andrejevic	andrejevic	ADJ
spir-12953	259	6	,	,	PUNCT
spir-12953	259	7	m.	m.	NOUN
spir-12953	259	8	,	,	PUNCT
spir-12953	259	9	fordyce	fordyce	PROPN
spir-12953	259	10	,	,	PUNCT
spir-12953	259	11	r.	r.	PROPN
spir-12953	259	12	,	,	PUNCT
spir-12953	259	13	li	li	PROPN
spir-12953	259	14	.	.	PROPN
spir-12953	259	15	,	,	PUNCT
spir-12953	259	16	n	n	CCONJ
spir-12953	259	17	,	,	PUNCT
spir-12953	259	18	&	&	CCONJ
spir-12953	259	19	trott	trott	PROPN
spir-12953	259	20	,	,	PUNCT
spir-12953	259	21	v.	v.	CCONJ
spir-12953	259	22	in	in	ADP
spir-12953	259	23	collaboration	collaboration	NOUN
spir-12953	259	24	with	with	ADP
spir-12953	259	25	angus	angus	NOUN
spir-12953	259	26	,	,	PUNCT
spir-12953	259	27	d.	d.	PROPN
spir-12953	259	28	&	&	CCONJ
spir-12953	259	29	tan	tan	PROPN
spir-12953	259	30	,	,	PUNCT
spir-12953	259	31	j.	j.	PROPN
spir-12953	259	32	(	(	PUNCT
spir-12953	259	33	forthcoming	forthcoming	ADJ
spir-12953	259	34	)	)	PUNCT
spir-12953	259	35	ad	ad	NOUN
spir-12953	259	36	accountability	accountability	NOUN
spir-12953	259	37	online	online	ADV
spir-12953	259	38	:	:	PUNCT
spir-12953	259	39	a	a	DET
spir-12953	259	40	methodological	methodological	ADJ
spir-12953	259	41	approach	approach	NOUN
spir-12953	259	42	,	,	PUNCT
spir-12953	259	43	in	in	ADP
spir-12953	259	44	pink	pink	ADJ
spir-12953	259	45	,	,	PUNCT
spir-12953	259	46	s.	s.	PROPN
spir-12953	259	47	,	,	PUNCT
spir-12953	259	48	m.	m.	PROPN
spir-12953	259	49	berg	berg	PROPN
spir-12953	259	50	,	,	PUNCT
spir-12953	259	51	d.	d.	PROPN
spir-12953	259	52	lupton	lupton	PROPN
spir-12953	259	53	,	,	PUNCT
spir-12953	259	54	&	&	CCONJ
spir-12953	259	55	m.	m.	PROPN
spir-12953	259	56	ruckenstein	ruckenstein	PROPN
spir-12953	259	57	(	(	PUNCT
spir-12953	259	58	forthcoming	forthcoming	ADJ
spir-12953	259	59	)	)	PUNCT
spir-12953	259	60	everyday	everyday	ADJ
spir-12953	259	61	automation	automation	NOUN
spir-12953	259	62	:	:	PUNCT
spir-12953	259	63	experiencing	experience	VERB
spir-12953	259	64	and	and	CCONJ
spir-12953	259	65	anticipating	anticipate	VERB
spir-12953	259	66	emerging	emerge	VERB
spir-12953	259	67	technologies	technology	NOUN
spir-12953	259	68	.	.	PUNCT
spir-12953	260	1	london	london	PROPN
spir-12953	260	2	,	,	PUNCT
spir-12953	260	3	ny	ny	PROPN
spir-12953	260	4	:	:	PUNCT
spir-12953	260	5	routledge	routledge	PROPN
spir-12953	260	6	,	,	PUNCT
spir-12953	260	7	pp	pp	PROPN
spir-12953	260	8	.	.	PUNCT
spir-12953	261	1	213	213	NUM
spir-12953	261	2	-	-	SYM
spir-12953	261	3	224	224	NUM
spir-12953	261	4	burgess	burgess	NOUN
spir-12953	261	5	,	,	PUNCT
spir-12953	261	6	jean	jean	PROPN
spir-12953	261	7	,	,	PUNCT
spir-12953	261	8	daniel	daniel	PROPN
spir-12953	261	9	angus	angus	PROPN
spir-12953	261	10	,	,	PUNCT
spir-12953	261	11	nicholas	nicholas	PROPN
spir-12953	261	12	carah	carah	PROPN
spir-12953	261	13	,	,	PUNCT
spir-12953	261	14	mark	mark	PROPN
spir-12953	261	15	andrejevic	andrejevic	PROPN
spir-12953	261	16	,	,	PUNCT
spir-12953	261	17	kiah	kiah	PROPN
spir-12953	261	18	hawker	hawker	PROPN
spir-12953	261	19	,	,	PUNCT
spir-12953	261	20	kelly	kelly	PROPN
spir-12953	261	21	lewis	lewis	PROPN
spir-12953	261	22	,	,	PUNCT
spir-12953	261	23	abdul	abdul	PROPN
spir-12953	261	24	karim	karim	PROPN
spir-12953	261	25	obeid	obeid	PROPN
spir-12953	261	26	et	et	PROPN
spir-12953	261	27	al	al	PROPN
spir-12953	261	28	.	.	PUNCT
spir-12953	262	1	"	"	PUNCT
spir-12953	262	2	critical	critical	ADJ
spir-12953	262	3	simulation	simulation	NOUN
spir-12953	262	4	as	as	ADP
spir-12953	262	5	hybrid	hybrid	ADJ
spir-12953	262	6	digital	digital	ADJ
spir-12953	262	7	method	method	NOUN
spir-12953	262	8	for	for	ADP
spir-12953	262	9	exploring	explore	VERB
spir-12953	262	10	the	the	DET
spir-12953	262	11	data	data	NOUN
spir-12953	262	12	operations	operation	NOUN
spir-12953	262	13	and	and	CCONJ
spir-12953	262	14	vernacular	vernacular	ADJ
spir-12953	262	15	cultures	culture	NOUN
spir-12953	262	16	of	of	ADP
spir-12953	262	17	visual	visual	ADJ
spir-12953	262	18	social	social	ADJ
spir-12953	262	19	media	medium	NOUN
spir-12953	262	20	platforms	platform	NOUN
spir-12953	262	21	.	.	PUNCT
spir-12953	262	22	"	"	PUNCT
spir-12953	263	1	(	(	PUNCT
spir-12953	263	2	2021	2021	NUM
spir-12953	263	3	):	):	PUNCT
spir-12953	263	4	https://osf.io/preprints/socarxiv/2cwsu/download	https://osf.io/preprints/socarxiv/2cwsu/download	NOUN
spir-12953	263	5	.	.	PUNCT
spir-12953	264	1	cadwalladr	cadwalladr	PROPN
spir-12953	264	2	c.	c.	PROPN
spir-12953	264	3	(	(	PUNCT
spir-12953	264	4	2018	2018	NUM
spir-12953	264	5	,	,	PUNCT
spir-12953	264	6	march	march	PROPN
spir-12953	264	7	18	18	NUM
spir-12953	264	8	)	)	PUNCT
spir-12953	264	9	,	,	PUNCT
spir-12953	264	10	‘	'	PUNCT
spir-12953	264	11	i	i	PRON
spir-12953	264	12	made	make	VERB
spir-12953	264	13	steve	steve	PROPN
spir-12953	264	14	bannon	bannon	PROPN
spir-12953	264	15	’s	’s	PART
spir-12953	264	16	psychological	psychological	ADJ
spir-12953	264	17	warfare	warfare	NOUN
spir-12953	264	18	tool	tool	NOUN
spir-12953	264	19	’	'	PUNCT
spir-12953	264	20	:	:	PUNCT
spir-12953	264	21	meet	meet	VERB
spir-12953	264	22	the	the	DET
spir-12953	264	23	data	data	PROPN
spir-12953	264	24	war	war	PROPN
spir-12953	264	25	whistleblower	whistleblower	NOUN
spir-12953	264	26	,	,	PUNCT
spir-12953	264	27	the	the	DET
spir-12953	264	28	guardian	guardian	NOUN
spir-12953	264	29	,	,	PUNCT
spir-12953	264	30	retrieved	retrieve	VERB
spir-12953	264	31	from	from	ADP
spir-12953	264	32	https://www.theguardian.com/news/2018/mar/17/data-war-whistleblower-christopherwylie-faceook-nix-bannon-trump	https://www.theguardian.com/news/2018/mar/17/data-war-whistleblower-christopherwylie-faceook-nix-bannon-trump	PROPN
spir-12953	264	33	.	.	PUNCT
spir-12953	265	1	dommett	dommett	PROPN
spir-12953	265	2	,	,	PUNCT
spir-12953	265	3	k.	k.	PROPN
spir-12953	265	4	,	,	PUNCT
spir-12953	265	5	&	&	CCONJ
spir-12953	265	6	power	power	NOUN
spir-12953	265	7	,	,	PUNCT
spir-12953	265	8	s.	s.	PROPN
spir-12953	265	9	(	(	PUNCT
spir-12953	265	10	2019	2019	NUM
spir-12953	265	11	)	)	PUNCT
spir-12953	265	12	.	.	PUNCT
spir-12953	266	1	the	the	DET
spir-12953	266	2	political	political	ADJ
spir-12953	266	3	economy	economy	NOUN
spir-12953	266	4	of	of	ADP
spir-12953	266	5	facebook	facebook	PROPN
spir-12953	266	6	advertising	advertising	NOUN
spir-12953	266	7	:	:	PUNCT
spir-12953	266	8	election	election	NOUN
spir-12953	266	9	spending	spending	NOUN
spir-12953	266	10	,	,	PUNCT
spir-12953	266	11	regulation	regulation	NOUN
spir-12953	266	12	and	and	CCONJ
spir-12953	266	13	targeting	target	VERB
spir-12953	266	14	online	online	ADV
spir-12953	266	15	.	.	PUNCT
spir-12953	267	1	the	the	DET
spir-12953	267	2	political	political	ADJ
spir-12953	267	3	quarterly	quarterly	ADJ
spir-12953	267	4	,	,	PUNCT
spir-12953	267	5	90(2	90(2	NUM
spir-12953	267	6	)	)	PUNCT
spir-12953	267	7	,	,	PUNCT
spir-12953	267	8	257265	257265	NUM
spir-12953	267	9	.	.	PUNCT
spir-12953	267	10	edelson	edelson	PROPN
spir-12953	267	11	,	,	PUNCT
spir-12953	267	12	l.	l.	PROPN
spir-12953	267	13	,	,	PUNCT
spir-12953	267	14	sakhuja	sakhuja	PROPN
spir-12953	267	15	,	,	PUNCT
spir-12953	267	16	s.	s.	PROPN
spir-12953	267	17	,	,	PUNCT
spir-12953	267	18	dey	dey	PROPN
spir-12953	267	19	,	,	PUNCT
spir-12953	267	20	r.	r.	PROPN
spir-12953	267	21	,	,	PUNCT
spir-12953	267	22	&	&	CCONJ
spir-12953	267	23	mccoy	mccoy	PROPN
spir-12953	267	24	,	,	PUNCT
spir-12953	267	25	d.	d.	PROPN
spir-12953	267	26	(	(	PUNCT
spir-12953	267	27	2019	2019	NUM
spir-12953	267	28	)	)	PUNCT
spir-12953	267	29	.	.	PUNCT
spir-12953	268	1	an	an	DET
spir-12953	268	2	analysis	analysis	NOUN
spir-12953	268	3	of	of	ADP
spir-12953	268	4	united	united	PROPN
spir-12953	268	5	states	states	PROPN
spir-12953	268	6	online	online	ADJ
spir-12953	268	7	political	political	ADJ
spir-12953	268	8	advertising	advertising	NOUN
spir-12953	268	9	transparency	transparency	NOUN
spir-12953	268	10	.	.	PUNCT
spir-12953	269	1	arxiv	arxiv	PROPN
spir-12953	269	2	preprint	preprint	NOUN
spir-12953	269	3	arxiv:1902.04385	arxiv:1902.04385	NOUN
spir-12953	269	4	.	.	PUNCT
spir-12953	270	1	krafft	krafft	PROPN
spir-12953	270	2	,	,	PUNCT
spir-12953	270	3	t.	t.	PROPN
spir-12953	270	4	d.	d.	PROPN
spir-12953	270	5	,	,	PUNCT
spir-12953	270	6	gamer	gamer	PROPN
spir-12953	270	7	,	,	PUNCT
spir-12953	270	8	m.	m.	NOUN
spir-12953	270	9	,	,	PUNCT
spir-12953	270	10	&	&	CCONJ
spir-12953	270	11	zweig	zweig	PROPN
spir-12953	270	12	,	,	PUNCT
spir-12953	270	13	k.	k.	PROPN
spir-12953	270	14	a.	a.	PROPN
spir-12953	270	15	(	(	PUNCT
spir-12953	270	16	2019	2019	NUM
spir-12953	270	17	)	)	PUNCT
spir-12953	270	18	.	.	PUNCT
spir-12953	271	1	what	what	PRON
spir-12953	271	2	did	do	AUX
spir-12953	271	3	you	you	PRON
spir-12953	271	4	see	see	VERB
spir-12953	271	5	?	?	PUNCT
spir-12953	272	1	a	a	DET
spir-12953	272	2	study	study	NOUN
spir-12953	272	3	to	to	PART
spir-12953	272	4	measure	measure	VERB
spir-12953	272	5	personalization	personalization	NOUN
spir-12953	272	6	in	in	ADP
spir-12953	272	7	google	google	PROPN
spir-12953	272	8	’s	’s	PART
spir-12953	272	9	search	search	NOUN
spir-12953	272	10	engine	engine	NOUN
spir-12953	272	11	.	.	PUNCT
spir-12953	273	1	epj	epj	NOUN
spir-12953	273	2	data	datum	NOUN
spir-12953	273	3	science	science	NOUN
spir-12953	273	4	,	,	PUNCT
spir-12953	273	5	8	8	NUM
spir-12953	273	6	(	(	PUNCT
spir-12953	273	7	1	1	NUM
spir-12953	273	8	)	)	PUNCT
spir-12953	273	9	,	,	PUNCT
spir-12953	273	10	1–23	1–23	PROPN
spir-12953	273	11	.	.	PUNCT
spir-12953	274	1	https://doi.org/10.1140/epjds/s13688-019-0217-5	https://doi.org/10.1140/epjds/s13688-019-0217-5	PROPN
spir-12953	274	2	kreiss	kreiss	NOUN
spir-12953	274	3	,	,	PUNCT
spir-12953	274	4	d.	d.	PROPN
spir-12953	274	5	,	,	PUNCT
spir-12953	274	6	&	&	CCONJ
spir-12953	274	7	mcgregor	mcgregor	PROPN
spir-12953	274	8	,	,	PUNCT
spir-12953	274	9	s.c	s.c	PROPN
spir-12953	274	10	.	.	PROPN
spir-12953	274	11	(	(	PUNCT
spir-12953	274	12	2019	2019	NUM
spir-12953	274	13	)	)	PUNCT
spir-12953	274	14	the	the	DET
spir-12953	274	15	“	"	PUNCT
spir-12953	274	16	arbiters	arbiter	NOUN
spir-12953	274	17	of	of	ADP
spir-12953	274	18	what	what	PRON
spir-12953	274	19	our	our	PRON
spir-12953	274	20	voters	voter	NOUN
spir-12953	274	21	see	see	VERB
spir-12953	274	22	”	"	PUNCT
spir-12953	274	23	:	:	PUNCT
spir-12953	274	24	facebook	facebook	NOUN
spir-12953	274	25	and	and	CCONJ
spir-12953	274	26	google	google	PROPN
spir-12953	274	27	’s	’s	PART
spir-12953	274	28	struggle	struggle	NOUN
spir-12953	274	29	with	with	ADP
spir-12953	274	30	policy	policy	NOUN
spir-12953	274	31	,	,	PUNCT
spir-12953	274	32	process	process	NOUN
spir-12953	274	33	,	,	PUNCT
spir-12953	274	34	and	and	CCONJ
spir-12953	274	35	enforcement	enforcement	NOUN
spir-12953	274	36	around	around	ADP
spir-12953	274	37	political	political	ADJ
spir-12953	274	38	advertising	advertising	NOUN
spir-12953	274	39	,	,	PUNCT
spir-12953	274	40	political	political	ADJ
spir-12953	274	41	communication	communication	NOUN
spir-12953	274	42	,	,	PUNCT
spir-12953	274	43	36:4	36:4	NUM
spir-12953	274	44	,	,	PUNCT
spir-12953	274	45	499	499	NUM
spir-12953	274	46	-	-	SYM
spir-12953	274	47	522	522	NUM
spir-12953	274	48	,	,	PUNCT
spir-12953	274	49	doi	doi	NOUN
spir-12953	274	50	:	:	PUNCT
spir-12953	274	51	10.1080/10584609.2019.1619639	10.1080/10584609.2019.1619639	NUM
spir-12953	274	52	rieder	rieder	NOUN
spir-12953	274	53	,	,	PUNCT
spir-12953	274	54	b.	b.	PROPN
spir-12953	274	55	,	,	PUNCT
spir-12953	274	56	&	&	CCONJ
spir-12953	274	57	hofmann	hofmann	PROPN
spir-12953	274	58	,	,	PUNCT
spir-12953	274	59	j.	j.	PROPN
spir-12953	274	60	(	(	PUNCT
spir-12953	274	61	2020	2020	NUM
spir-12953	274	62	)	)	PUNCT
spir-12953	274	63	.	.	PUNCT
spir-12953	275	1	towards	towards	ADP
spir-12953	275	2	platform	platform	NOUN
spir-12953	275	3	observability	observability	NOUN
spir-12953	275	4	.	.	PUNCT
spir-12953	276	1	internet	internet	NOUN
spir-12953	276	2	policy	policy	NOUN
spir-12953	276	3	review	review	NOUN
spir-12953	276	4	,	,	PUNCT
spir-12953	276	5	9(4	9(4	NUM
spir-12953	276	6	)	)	PUNCT
spir-12953	276	7	,	,	PUNCT
spir-12953	276	8	1	1	NUM
spir-12953	276	9	-	-	SYM
spir-12953	276	10	28	28	NUM
spir-12953	276	11	.	.	PUNCT
spir-12953	277	1	propublica	propublica	PROPN
spir-12953	277	2	.	.	PUNCT
spir-12953	278	1	(	(	PUNCT
spir-12953	278	2	2020	2020	NUM
spir-12953	278	3	)	)	PUNCT
spir-12953	278	4	.	.	PUNCT
spir-12953	279	1	facebook	facebook	PROPN
spir-12953	279	2	political	political	ADJ
spir-12953	279	3	ad	ad	NOUN
spir-12953	279	4	collector	collector	NOUN
spir-12953	279	5	.	.	PUNCT
spir-12953	280	1	retrieved	retrieve	VERB
spir-12953	280	2	from	from	ADP
spir-12953	280	3	:	:	PUNCT
spir-12953	280	4	https://projects.propublica.org/facebook-ads/	https://projects.propublica.org/facebook-ads/	PROPN
spir-12953	280	5	https://urldefense.com/v3/__https:/apo.org.au/sites/default/files/resource-files/2021-06/apo-nid313053.pdf__;!!nvzlfophnbdxsw!v5k65aefdef6pbye-fjvjwyeqs2j70rhhrx0kvoim5uys_qeegcgv6gpgnzqcr5-bnrpsysa$	https://urldefense.com/v3/__https:/apo.org.au/sites/default/files/resource-files/2021-06/apo-nid313053.pdf__;!!nvzlfophnbdxsw!v5k65aefdef6pbye-fjvjwyeqs2j70rhhrx0kvoim5uys_qeegcgv6gpgnzqcr5-bnrpsysa$	PROPN
spir-12953	280	6	https://urldefense.com/v3/__https:/osf.io/preprints/socarxiv/2cwsu/download__;!!nvzlfophnbdxsw!v5k65aefdef6pbye-fjvjwyeqs2j70rhhrx0kvoim5uys_qeegcgv6gpgnzqcr5-bk5-dhyn$	https://urldefense.com/v3/__https:/osf.io/preprints/socarxiv/2cwsu/download__;!!nvzlfophnbdxsw!v5k65aefdef6pbye-fjvjwyeqs2j70rhhrx0kvoim5uys_qeegcgv6gpgnzqcr5-bk5-dhyn$	X