id	sid	tid	token	lemma	pos
cpos-328	1	1	how	how	SCONJ
cpos-328	1	2	well	well	ADV
cpos-328	1	3	can	can	AUX
cpos-328	1	4	the	the	DET
cpos-328	1	5	migration	migration	NOUN
cpos-328	1	6	component	component	NOUN
cpos-328	1	7	of	of	ADP
cpos-328	1	8	regional	regional	ADJ
cpos-328	1	9	population	population	NOUN
cpos-328	1	10	change	change	NOUN
cpos-328	1	11	be	be	AUX
cpos-328	1	12	predicted	predict	VERB
cpos-328	1	13	?	?	PUNCT
cpos-328	2	1	a	a	DET
cpos-328	2	2	machine	machine	NOUN
cpos-328	2	3	learning	learn	VERB
cpos-328	2	4	approach	approach	NOUN
cpos-328	2	5	applied	apply	VERB
cpos-328	2	6	to	to	ADP
cpos-328	2	7	german	german	ADJ
cpos-328	2	8	municipalities	municipality	NOUN
cpos-328	2	9	how	how	SCONJ
cpos-328	2	10	well	well	ADV
cpos-328	2	11	can	can	AUX
cpos-328	2	12	the	the	DET
cpos-328	2	13	migration	migration	NOUN
cpos-328	2	14	component	component	NOUN
cpos-328	2	15	of	of	ADP
cpos-328	2	16	regional	regional	ADJ
cpos-328	2	17	population	population	NOUN
cpos-328	2	18	change	change	NOUN
cpos-328	2	19	be	be	AUX
cpos-328	2	20	predicted	predict	VERB
cpos-328	2	21	?	?	PUNCT
cpos-328	3	1	a	a	DET
cpos-328	3	2	machine	machine	NOUN
cpos-328	3	3	learning	learn	VERB
cpos-328	3	4	approach	approach	NOUN
cpos-328	3	5	applied	apply	VERB
cpos-328	3	6	to	to	ADP
cpos-328	3	7	german	german	ADJ
cpos-328	3	8	municipalities	municipality	NOUN
cpos-328	3	9	hannes	hannes	PROPN
cpos-328	3	10	weber	weber	PROPN
cpos-328	3	11	abstract	abstract	PROPN
cpos-328	3	12	:	:	PUNCT
cpos-328	3	13	for	for	ADP
cpos-328	3	14	several	several	ADJ
cpos-328	3	15	decades	decade	NOUN
cpos-328	3	16	,	,	PUNCT
cpos-328	3	17	demographic	demographic	ADJ
cpos-328	3	18	forecasts	forecast	NOUN
cpos-328	3	19	had	have	AUX
cpos-328	3	20	predicted	predict	VERB
cpos-328	3	21	that	that	SCONJ
cpos-328	3	22	the	the	DET
cpos-328	3	23	majority	majority	NOUN
cpos-328	3	24	of	of	ADP
cpos-328	3	25	germany	germany	PROPN
cpos-328	3	26	’s	’s	PART
cpos-328	3	27	cities	city	NOUN
cpos-328	3	28	and	and	CCONJ
cpos-328	3	29	rural	rural	ADJ
cpos-328	3	30	areas	area	NOUN
cpos-328	3	31	would	would	AUX
cpos-328	3	32	experience	experience	VERB
cpos-328	3	33	population	population	NOUN
cpos-328	3	34	decline	decline	VERB
cpos-328	3	35	in	in	ADP
cpos-328	3	36	the	the	DET
cpos-328	3	37	early	early	ADJ
cpos-328	3	38	21st	21st	ADJ
cpos-328	3	39	century	century	NOUN
cpos-328	3	40	.	.	PUNCT
cpos-328	4	1	instead	instead	ADV
cpos-328	4	2	,	,	PUNCT
cpos-328	4	3	recent	recent	ADJ
cpos-328	4	4	trends	trend	NOUN
cpos-328	4	5	show	show	VERB
cpos-328	4	6	a	a	DET
cpos-328	4	7	growing	grow	VERB
cpos-328	4	8	population	population	NOUN
cpos-328	4	9	size	size	NOUN
cpos-328	4	10	in	in	ADP
cpos-328	4	11	three	three	NUM
cpos-328	4	12	out	out	ADP
cpos-328	4	13	of	of	ADP
cpos-328	4	14	every	every	DET
cpos-328	4	15	four	four	NUM
cpos-328	4	16	german	german	ADJ
cpos-328	4	17	districts	district	NOUN
cpos-328	4	18	.	.	PUNCT
cpos-328	5	1	as	as	ADP
cpos-328	5	2	a	a	DET
cpos-328	5	3	result	result	NOUN
cpos-328	5	4	,	,	PUNCT
cpos-328	5	5	there	there	PRON
cpos-328	5	6	are	be	VERB
cpos-328	5	7	currently	currently	ADV
cpos-328	5	8	severe	severe	ADJ
cpos-328	5	9	shortages	shortage	NOUN
cpos-328	5	10	of	of	ADP
cpos-328	5	11	housing	housing	NOUN
cpos-328	5	12	and	and	CCONJ
cpos-328	5	13	childcare	childcare	NOUN
cpos-328	5	14	in	in	ADP
cpos-328	5	15	regions	region	NOUN
cpos-328	5	16	that	that	PRON
cpos-328	5	17	were	be	AUX
cpos-328	5	18	projected	project	VERB
cpos-328	5	19	to	to	PART
cpos-328	5	20	decline	decline	VERB
cpos-328	5	21	but	but	CCONJ
cpos-328	5	22	have	have	AUX
cpos-328	5	23	instead	instead	ADV
cpos-328	5	24	grown	grow	VERB
cpos-328	5	25	in	in	ADP
cpos-328	5	26	recent	recent	ADJ
cpos-328	5	27	years	year	NOUN
cpos-328	5	28	.	.	PUNCT
cpos-328	6	1	other	other	ADJ
cpos-328	6	2	regions	region	NOUN
cpos-328	6	3	,	,	PUNCT
cpos-328	6	4	by	by	ADP
cpos-328	6	5	contrast	contrast	NOUN
cpos-328	6	6	,	,	PUNCT
cpos-328	6	7	continue	continue	VERB
cpos-328	6	8	to	to	PART
cpos-328	6	9	lose	lose	VERB
cpos-328	6	10	young	young	ADJ
cpos-328	6	11	people	people	NOUN
cpos-328	6	12	in	in	ADP
cpos-328	6	13	particular	particular	ADJ
cpos-328	6	14	.	.	PUNCT
cpos-328	7	1	most	most	ADJ
cpos-328	7	2	of	of	ADP
cpos-328	7	3	these	these	DET
cpos-328	7	4	differences	difference	NOUN
cpos-328	7	5	between	between	ADP
cpos-328	7	6	regions	region	NOUN
cpos-328	7	7	stem	stem	VERB
cpos-328	7	8	from	from	ADP
cpos-328	7	9	within	within	ADP
cpos-328	7	10	-	-	PUNCT
cpos-328	7	11	country	country	NOUN
cpos-328	7	12	as	as	ADV
cpos-328	7	13	well	well	ADV
cpos-328	7	14	as	as	ADP
cpos-328	7	15	international	international	ADJ
cpos-328	7	16	migration	migration	NOUN
cpos-328	7	17	.	.	PUNCT
cpos-328	8	1	an	an	DET
cpos-328	8	2	important	important	ADJ
cpos-328	8	3	question	question	NOUN
cpos-328	8	4	for	for	ADP
cpos-328	8	5	both	both	PRON
cpos-328	8	6	regional	regional	ADJ
cpos-328	8	7	demographic	demographic	ADJ
cpos-328	8	8	research	research	NOUN
cpos-328	8	9	as	as	ADV
cpos-328	8	10	well	well	ADV
cpos-328	8	11	as	as	ADP
cpos-328	8	12	local	local	ADJ
cpos-328	8	13	policy	policy	NOUN
cpos-328	8	14	-	-	PUNCT
cpos-328	8	15	makers	maker	NOUN
cpos-328	8	16	is	be	AUX
cpos-328	8	17	thus	thus	ADV
cpos-328	8	18	how	how	SCONJ
cpos-328	8	19	well	well	SCONJ
cpos-328	8	20	net	net	ADJ
cpos-328	8	21	migration	migration	NOUN
cpos-328	8	22	rates	rate	NOUN
cpos-328	8	23	in	in	ADP
cpos-328	8	24	cities	city	NOUN
cpos-328	8	25	and	and	CCONJ
cpos-328	8	26	rural	rural	ADJ
cpos-328	8	27	districts	district	NOUN
cpos-328	8	28	can	can	AUX
cpos-328	8	29	be	be	AUX
cpos-328	8	30	predicted	predict	VERB
cpos-328	8	31	several	several	ADJ
cpos-328	8	32	years	year	NOUN
cpos-328	8	33	into	into	ADP
cpos-328	8	34	the	the	DET
cpos-328	8	35	future	future	NOUN
cpos-328	8	36	.	.	PUNCT
cpos-328	9	1	in	in	ADP
cpos-328	9	2	this	this	DET
cpos-328	9	3	study	study	NOUN
cpos-328	9	4	,	,	PUNCT
cpos-328	9	5	we	we	PRON
cpos-328	9	6	develop	develop	VERB
cpos-328	9	7	models	model	NOUN
cpos-328	9	8	that	that	PRON
cpos-328	9	9	predict	predict	VERB
cpos-328	9	10	migration	migration	NOUN
cpos-328	9	11	(	(	PUNCT
cpos-328	9	12	both	both	CCONJ
cpos-328	9	13	within	within	ADP
cpos-328	9	14	-	-	PUNCT
cpos-328	9	15	country	country	NOUN
cpos-328	9	16	as	as	ADV
cpos-328	9	17	well	well	ADV
cpos-328	9	18	as	as	ADP
cpos-328	9	19	international	international	ADJ
cpos-328	9	20	migration	migration	NOUN
cpos-328	9	21	)	)	PUNCT
cpos-328	9	22	at	at	ADP
cpos-328	9	23	the	the	DET
cpos-328	9	24	level	level	NOUN
cpos-328	9	25	of	of	ADP
cpos-328	9	26	municipalities	municipality	NOUN
cpos-328	9	27	for	for	ADP
cpos-328	9	28	two	two	NUM
cpos-328	9	29	demographic	demographic	ADJ
cpos-328	9	30	groups	group	NOUN
cpos-328	9	31	,	,	PUNCT
cpos-328	9	32	namely	namely	ADV
cpos-328	9	33	young	young	ADJ
cpos-328	9	34	people	people	NOUN
cpos-328	9	35	aged	age	VERB
cpos-328	9	36	18	18	NUM
cpos-328	9	37	to	to	PART
cpos-328	9	38	24	24	NUM
cpos-328	9	39	years	year	NOUN
cpos-328	9	40	,	,	PUNCT
cpos-328	9	41	and	and	CCONJ
cpos-328	9	42	families	family	NOUN
cpos-328	9	43	(	(	PUNCT
cpos-328	9	44	people	people	NOUN
cpos-328	9	45	aged	age	VERB
cpos-328	9	46	30	30	NUM
cpos-328	9	47	to	to	PART
cpos-328	9	48	49	49	NUM
cpos-328	9	49	years	year	NOUN
cpos-328	9	50	and	and	CCONJ
cpos-328	9	51	underage	underage	ADJ
cpos-328	9	52	children	child	NOUN
cpos-328	9	53	)	)	PUNCT
cpos-328	9	54	.	.	PUNCT
cpos-328	10	1	we	we	PRON
cpos-328	10	2	collect	collect	VERB
cpos-328	10	3	data	datum	NOUN
cpos-328	10	4	on	on	ADP
cpos-328	10	5	economic	economic	ADJ
cpos-328	10	6	,	,	PUNCT
cpos-328	10	7	demographic	demographic	ADJ
cpos-328	10	8	and	and	CCONJ
cpos-328	10	9	other	other	ADJ
cpos-328	10	10	characteristics	characteristic	NOUN
cpos-328	10	11	such	such	ADJ
cpos-328	10	12	as	as	ADP
cpos-328	10	13	distances	distance	NOUN
cpos-328	10	14	to	to	ADP
cpos-328	10	15	large	large	ADJ
cpos-328	10	16	cities	city	NOUN
cpos-328	10	17	or	or	CCONJ
cpos-328	10	18	universities	university	NOUN
cpos-328	10	19	for	for	ADP
cpos-328	10	20	around	around	ADV
cpos-328	10	21	3,000	3,000	NUM
cpos-328	10	22	german	german	ADJ
cpos-328	10	23	municipalities	municipality	NOUN
cpos-328	10	24	(	(	PUNCT
cpos-328	10	25	gemeinden	gemeinden	ADJ
cpos-328	10	26	)	)	PUNCT
cpos-328	10	27	.	.	PUNCT
cpos-328	11	1	the	the	DET
cpos-328	11	2	model	model	NOUN
cpos-328	11	3	is	be	AUX
cpos-328	11	4	trained	train	VERB
cpos-328	11	5	on	on	ADP
cpos-328	11	6	a	a	DET
cpos-328	11	7	subset	subset	NOUN
cpos-328	11	8	of	of	ADP
cpos-328	11	9	these	these	DET
cpos-328	11	10	data	datum	NOUN
cpos-328	11	11	from	from	ADP
cpos-328	11	12	the	the	DET
cpos-328	11	13	period	period	NOUN
cpos-328	11	14	2005	2005	NUM
cpos-328	11	15	-	-	SYM
cpos-328	11	16	2009	2009	NUM
cpos-328	11	17	and	and	CCONJ
cpos-328	11	18	predicts	predict	VERB
cpos-328	11	19	net	net	ADJ
cpos-328	11	20	migration	migration	NOUN
cpos-328	11	21	rates	rate	NOUN
cpos-328	11	22	among	among	ADP
cpos-328	11	23	young	young	ADJ
cpos-328	11	24	people	people	NOUN
cpos-328	11	25	on	on	ADP
cpos-328	11	26	an	an	DET
cpos-328	11	27	unseen	unseen	ADJ
cpos-328	11	28	test	test	NOUN
cpos-328	11	29	dataset	dataset	VERB
cpos-328	11	30	in	in	ADP
cpos-328	11	31	the	the	DET
cpos-328	11	32	future	future	NOUN
cpos-328	11	33	(	(	PUNCT
cpos-328	11	34	i.e.	i.e.	X
cpos-328	11	35	for	for	ADP
cpos-328	11	36	the	the	DET
cpos-328	11	37	period	period	NOUN
cpos-328	11	38	2011	2011	NUM
cpos-328	11	39	-	-	SYM
cpos-328	11	40	2015	2015	NUM
cpos-328	11	41	)	)	PUNCT
cpos-328	11	42	.	.	PUNCT
cpos-328	12	1	the	the	DET
cpos-328	12	2	results	result	NOUN
cpos-328	12	3	show	show	VERB
cpos-328	12	4	that	that	SCONJ
cpos-328	12	5	the	the	DET
cpos-328	12	6	model	model	NOUN
cpos-328	12	7	can	can	AUX
cpos-328	12	8	predict	predict	VERB
cpos-328	12	9	future	future	ADJ
cpos-328	12	10	net	net	ADJ
cpos-328	12	11	migration	migration	NOUN
cpos-328	12	12	by	by	ADP
cpos-328	12	13	young	young	ADJ
cpos-328	12	14	people	people	NOUN
cpos-328	12	15	aged	age	VERB
cpos-328	12	16	18	18	NUM
cpos-328	12	17	to	to	PART
cpos-328	12	18	24	24	NUM
cpos-328	12	19	years	year	NOUN
cpos-328	12	20	reasonably	reasonably	ADV
cpos-328	12	21	well	well	ADV
cpos-328	12	22	(	(	PUNCT
cpos-328	12	23	r²	r²	VERB
cpos-328	12	24	>	>	X
cpos-328	12	25	0.5	0.5	NUM
cpos-328	12	26	)	)	PUNCT
cpos-328	12	27	,	,	PUNCT
cpos-328	12	28	although	although	SCONJ
cpos-328	12	29	there	there	PRON
cpos-328	12	30	were	be	VERB
cpos-328	12	31	quite	quite	ADV
cpos-328	12	32	signifi	signifi	NOUN
cpos-328	12	33	ca	can	AUX
cpos-328	12	34	nt	not	PART
cpos-328	12	35	changes	change	NOUN
cpos-328	12	36	during	during	ADP
cpos-328	12	37	the	the	DET
cpos-328	12	38	period	period	NOUN
cpos-328	12	39	under	under	ADP
cpos-328	12	40	study	study	NOUN
cpos-328	12	41	,	,	PUNCT
cpos-328	12	42	for	for	ADP
cpos-328	12	43	example	example	NOUN
cpos-328	12	44	refugee	refugee	NOUN
cpos-328	12	45	immigration	immigration	NOUN
cpos-328	12	46	to	to	ADP
cpos-328	12	47	germany	germany	PROPN
cpos-328	12	48	.	.	PUNCT
cpos-328	13	1	family	family	NOUN
cpos-328	13	2	migration	migration	NOUN
cpos-328	13	3	,	,	PUNCT
cpos-328	13	4	on	on	ADP
cpos-328	13	5	the	the	DET
cpos-328	13	6	other	other	ADJ
cpos-328	13	7	hand	hand	NOUN
cpos-328	13	8	,	,	PUNCT
cpos-328	13	9	can	can	AUX
cpos-328	13	10	not	not	PART
cpos-328	13	11	be	be	AUX
cpos-328	13	12	predicted	predict	VERB
cpos-328	13	13	equally	equally	ADV
cpos-328	13	14	well	well	ADV
cpos-328	13	15	(	(	PUNCT
cpos-328	13	16	r²	r²	VERB
cpos-328	13	17	=	=	NOUN
cpos-328	13	18	0.25	0.25	NUM
cpos-328	13	19	)	)	PUNCT
cpos-328	13	20	.	.	PUNCT
cpos-328	14	1	some	some	DET
cpos-328	14	2	important	important	ADJ
cpos-328	14	3	lessons	lesson	NOUN
cpos-328	14	4	emerge	emerge	VERB
cpos-328	14	5	concerning	concern	VERB
cpos-328	14	6	the	the	DET
cpos-328	14	7	predictability	predictability	NOUN
cpos-328	14	8	of	of	ADP
cpos-328	14	9	regional	regional	ADJ
cpos-328	14	10	and	and	CCONJ
cpos-328	14	11	international	international	ADJ
cpos-328	14	12	migration	migration	NOUN
cpos-328	14	13	and	and	CCONJ
cpos-328	14	14	the	the	DET
cpos-328	14	15	usefulness	usefulness	NOUN
cpos-328	14	16	of	of	ADP
cpos-328	14	17	demographic	demographic	ADJ
cpos-328	14	18	forecasts	forecast	NOUN
cpos-328	14	19	for	for	ADP
cpos-328	14	20	local	local	ADJ
cpos-328	14	21	policy	policy	NOUN
cpos-328	14	22	-	-	PUNCT
cpos-328	14	23	makers	maker	NOUN
cpos-328	14	24	.	.	PUNCT
cpos-328	15	1	keywords	keyword	NOUN
cpos-328	15	2	:	:	PUNCT
cpos-328	15	3	migration	migration	NOUN
cpos-328	15	4	·	·	PUNCT
cpos-328	15	5	machine	machine	NOUN
cpos-328	15	6	learning	learning	NOUN
cpos-328	15	7	·	·	PUNCT
cpos-328	15	8	municipalities	municipality	NOUN
cpos-328	15	9	·	·	PUNCT
cpos-328	15	10	prediction	prediction	NOUN
cpos-328	15	11	·	·	PUNCT
cpos-328	15	12	demographic	demographic	ADJ
cpos-328	15	13	change	change	NOUN
cpos-328	15	14	comparative	comparative	ADJ
cpos-328	15	15	population	population	NOUN
cpos-328	15	16	studies	study	NOUN
cpos-328	15	17	vol	vol	NOUN
cpos-328	15	18	.	.	PUNCT
cpos-328	16	1	45	45	NUM
cpos-328	16	2	(	(	PUNCT
cpos-328	16	3	2020	2020	NUM
cpos-328	16	4	):	):	PUNCT
cpos-328	16	5	143	143	NUM
cpos-328	16	6	-	-	SYM
cpos-328	16	7	178	178	NUM
cpos-328	16	8	(	(	PUNCT
cpos-328	16	9	date	date	NOUN
cpos-328	16	10	of	of	ADP
cpos-328	16	11	release	release	NOUN
cpos-328	16	12	:	:	PUNCT
cpos-328	16	13	09.04.2020	09.04.2020	X
cpos-328	16	14	)	)	PUNCT
cpos-328	16	15	federal	federal	PROPN
cpos-328	16	16	institute	institute	NOUN
cpos-328	16	17	for	for	ADP
cpos-328	16	18	population	population	NOUN
cpos-328	16	19	research	research	PROPN
cpos-328	16	20	2020	2020	NUM
cpos-328	16	21	url	url	NOUN
cpos-328	16	22	:	:	PUNCT
cpos-328	16	23	www.comparativepopulationstudies.de	www.comparativepopulationstudies.de	NOUN
cpos-328	16	24	doi	doi	NOUN
cpos-328	16	25	:	:	PUNCT
cpos-328	16	26	10.12765	10.12765	NUM
cpos-328	16	27	/	/	SYM
cpos-328	16	28	cpos-2020	cpos-2020	NOUN
cpos-328	16	29	-	-	PUNCT
cpos-328	16	30	08en	08en	ADJ
cpos-328	16	31	urn	urn	NOUN
cpos-328	16	32	:	:	PUNCT
cpos-328	16	33	urn	urn	NOUN
cpos-328	16	34	:	:	PUNCT
cpos-328	16	35	nbn	nbn	PROPN
cpos-328	16	36	:	:	PUNCT
cpos-328	16	37	de	de	ADJ
cpos-328	16	38	:	:	PUNCT
cpos-328	16	39	bib	bib	ADJ
cpos-328	16	40	-	-	PUNCT
cpos-328	16	41	cpos-2020	cpos-2020	NOUN
cpos-328	16	42	-	-	PUNCT
cpos-328	16	43	08en5	08en5	NOUN
cpos-328	16	44	•	•	NOUN
cpos-328	16	45	hannes	hanne	NOUN
cpos-328	16	46	weber144	weber144	PROPN
cpos-328	16	47	1	1	NUM
cpos-328	16	48	introduction	introduction	NOUN
cpos-328	16	49	germany	germany	PROPN
cpos-328	16	50	’s	’s	PART
cpos-328	16	51	population	population	NOUN
cpos-328	16	52	will	will	AUX
cpos-328	16	53	decline	decline	VERB
cpos-328	16	54	drastically	drastically	ADV
cpos-328	16	55	throughout	throughout	ADP
cpos-328	16	56	the	the	DET
cpos-328	16	57	21st	21st	ADJ
cpos-328	16	58	century	century	NOUN
cpos-328	16	59	–	–	PUNCT
cpos-328	16	60	this	this	PRON
cpos-328	16	61	had	have	AUX
cpos-328	16	62	been	be	AUX
cpos-328	16	63	the	the	DET
cpos-328	16	64	predominant	predominant	ADJ
cpos-328	16	65	belief	belief	NOUN
cpos-328	16	66	among	among	ADP
cpos-328	16	67	demographers	demographer	NOUN
cpos-328	16	68	,	,	PUNCT
cpos-328	16	69	politicians	politician	NOUN
cpos-328	16	70	and	and	CCONJ
cpos-328	16	71	the	the	DET
cpos-328	16	72	general	general	ADJ
cpos-328	16	73	public	public	NOUN
cpos-328	16	74	in	in	ADP
cpos-328	16	75	germany	germany	PROPN
cpos-328	16	76	for	for	ADP
cpos-328	16	77	decades	decade	NOUN
cpos-328	16	78	.	.	PUNCT
cpos-328	17	1	in	in	ADP
cpos-328	17	2	its	its	PRON
cpos-328	17	3	2009	2009	NUM
cpos-328	17	4	forecasts	forecast	NOUN
cpos-328	17	5	,	,	PUNCT
cpos-328	17	6	the	the	DET
cpos-328	17	7	german	german	ADJ
cpos-328	17	8	federal	federal	ADJ
cpos-328	17	9	statistical	statistical	ADJ
cpos-328	17	10	offi	offi	PROPN
cpos-328	17	11	ce	ce	PROPN
cpos-328	17	12	was	be	AUX
cpos-328	17	13	still	still	ADV
cpos-328	17	14	predicting	predict	VERB
cpos-328	17	15	a	a	DET
cpos-328	17	16	substantial	substantial	ADJ
cpos-328	17	17	drop	drop	NOUN
cpos-328	17	18	in	in	ADP
cpos-328	17	19	the	the	DET
cpos-328	17	20	national	national	ADJ
cpos-328	17	21	population	population	NOUN
cpos-328	17	22	from	from	ADP
cpos-328	17	23	82	82	NUM
cpos-328	17	24	million	million	NUM
cpos-328	17	25	to	to	ADP
cpos-328	17	26	between	between	ADP
cpos-328	17	27	65	65	NUM
cpos-328	17	28	and	and	CCONJ
cpos-328	17	29	70	70	NUM
cpos-328	17	30	million	million	NUM
cpos-328	17	31	by	by	ADP
cpos-328	17	32	2060	2060	NUM
cpos-328	17	33	(	(	PUNCT
cpos-328	17	34	statistisches	statistische	NOUN
cpos-328	17	35	bundesamt	bundesamt	VERB
cpos-328	17	36	2009	2009	NUM
cpos-328	17	37	)	)	PUNCT
cpos-328	17	38	.	.	PUNCT
cpos-328	18	1	in	in	ADP
cpos-328	18	2	recent	recent	ADJ
cpos-328	18	3	years	year	NOUN
cpos-328	18	4	,	,	PUNCT
cpos-328	18	5	however	however	ADV
cpos-328	18	6	,	,	PUNCT
cpos-328	18	7	the	the	DET
cpos-328	18	8	demographic	demographic	ADJ
cpos-328	18	9	outlook	outlook	NOUN
cpos-328	18	10	has	have	AUX
cpos-328	18	11	changed	change	VERB
cpos-328	18	12	dramatically	dramatically	ADV
cpos-328	18	13	.	.	PUNCT
cpos-328	19	1	as	as	ADP
cpos-328	19	2	of	of	ADP
cpos-328	19	3	2019	2019	NUM
cpos-328	19	4	,	,	PUNCT
cpos-328	19	5	more	more	ADJ
cpos-328	19	6	people	people	NOUN
cpos-328	19	7	live	live	VERB
cpos-328	19	8	in	in	ADP
cpos-328	19	9	germany	germany	PROPN
cpos-328	19	10	than	than	ADP
cpos-328	19	11	ever	ever	ADV
cpos-328	19	12	before	before	ADV
cpos-328	19	13	.	.	PUNCT
cpos-328	20	1	and	and	CCONJ
cpos-328	20	2	according	accord	VERB
cpos-328	20	3	to	to	ADP
cpos-328	20	4	the	the	DET
cpos-328	20	5	2019	2019	NUM
cpos-328	20	6	revision	revision	NOUN
cpos-328	20	7	of	of	ADP
cpos-328	20	8	the	the	DET
cpos-328	20	9	offi	offi	ADJ
cpos-328	20	10	cial	cial	ADJ
cpos-328	20	11	forecasts	forecast	NOUN
cpos-328	20	12	,	,	PUNCT
cpos-328	20	13	this	this	PRON
cpos-328	20	14	is	be	AUX
cpos-328	20	15	unlikely	unlikely	ADJ
cpos-328	20	16	to	to	PART
cpos-328	20	17	change	change	VERB
cpos-328	20	18	in	in	ADP
cpos-328	20	19	the	the	DET
cpos-328	20	20	coming	come	VERB
cpos-328	20	21	decades	decade	NOUN
cpos-328	20	22	(	(	PUNCT
cpos-328	20	23	statistisches	statistische	NOUN
cpos-328	20	24	bundesamt	bundesamt	VERB
cpos-328	20	25	2019	2019	NUM
cpos-328	20	26	)	)	PUNCT
cpos-328	20	27	.	.	PUNCT
cpos-328	21	1	instead	instead	ADV
cpos-328	21	2	of	of	ADP
cpos-328	21	3	the	the	DET
cpos-328	21	4	“	"	PUNCT
cpos-328	21	5	demographic	demographic	ADJ
cpos-328	21	6	implosion	implosion	NOUN
cpos-328	21	7	”	"	PUNCT
cpos-328	21	8	that	that	PRON
cpos-328	21	9	had	have	AUX
cpos-328	21	10	often	often	ADV
cpos-328	21	11	been	be	AUX
cpos-328	21	12	envisioned	envision	VERB
cpos-328	21	13	,	,	PUNCT
cpos-328	21	14	germany	germany	PROPN
cpos-328	21	15	’s	’s	PART
cpos-328	21	16	population	population	NOUN
cpos-328	21	17	size	size	NOUN
cpos-328	21	18	is	be	AUX
cpos-328	21	19	likely	likely	ADJ
cpos-328	21	20	to	to	PART
cpos-328	21	21	remain	remain	VERB
cpos-328	21	22	above	above	ADP
cpos-328	21	23	80	80	NUM
cpos-328	21	24	million	million	NUM
cpos-328	21	25	by	by	ADP
cpos-328	21	26	mid	mid	ADJ
cpos-328	21	27	-	-	NOUN
cpos-328	21	28	century	century	NOUN
cpos-328	21	29	.	.	PUNCT
cpos-328	22	1	the	the	DET
cpos-328	22	2	federal	federal	ADJ
cpos-328	22	3	statistical	statistical	ADJ
cpos-328	22	4	offi	offi	PROPN
cpos-328	22	5	ce	ce	PROPN
cpos-328	22	6	’s	’s	PART
cpos-328	22	7	estimates	estimate	NOUN
cpos-328	22	8	are	be	AUX
cpos-328	22	9	in	in	ADP
cpos-328	22	10	line	line	NOUN
cpos-328	22	11	with	with	ADP
cpos-328	22	12	other	other	ADJ
cpos-328	22	13	recent	recent	ADJ
cpos-328	22	14	forecasts	forecast	NOUN
cpos-328	22	15	(	(	PUNCT
cpos-328	22	16	e.g.	e.g.	ADV
cpos-328	22	17	fuchs	fuchs	PROPN
cpos-328	22	18	et	et	PROPN
cpos-328	22	19	al	al	PROPN
cpos-328	22	20	.	.	PROPN
cpos-328	22	21	2018	2018	NUM
cpos-328	22	22	;	;	PUNCT
cpos-328	22	23	vanella	vanella	NOUN
cpos-328	22	24	/	/	SYM
cpos-328	22	25	deschermeier	deschermeier	NOUN
cpos-328	22	26	2018	2018	NUM
cpos-328	22	27	;	;	PUNCT
cpos-328	22	28	weber	weber	PROPN
cpos-328	22	29	2019	2019	NUM
cpos-328	22	30	)	)	PUNCT
cpos-328	22	31	which	which	PRON
cpos-328	22	32	arrive	arrive	VERB
cpos-328	22	33	at	at	ADP
cpos-328	22	34	much	much	ADV
cpos-328	22	35	higher	high	ADJ
cpos-328	22	36	values	value	NOUN
cpos-328	22	37	for	for	ADP
cpos-328	22	38	mid	mid	ADJ
cpos-328	22	39	-	-	ADJ
cpos-328	22	40	century	century	ADJ
cpos-328	22	41	population	population	NOUN
cpos-328	22	42	size	size	NOUN
cpos-328	22	43	than	than	SCONJ
cpos-328	22	44	had	have	AUX
cpos-328	22	45	long	long	ADV
cpos-328	22	46	been	be	AUX
cpos-328	22	47	assumed	assume	VERB
cpos-328	22	48	.	.	PUNCT
cpos-328	23	1	it	it	PRON
cpos-328	23	2	goes	go	VERB
cpos-328	23	3	without	without	ADP
cpos-328	23	4	saying	say	VERB
cpos-328	23	5	,	,	PUNCT
cpos-328	23	6	however	however	ADV
cpos-328	23	7	,	,	PUNCT
cpos-328	23	8	that	that	SCONJ
cpos-328	23	9	there	there	PRON
cpos-328	23	10	are	be	VERB
cpos-328	23	11	strong	strong	ADJ
cpos-328	23	12	regional	regional	ADJ
cpos-328	23	13	differences	difference	NOUN
cpos-328	23	14	within	within	ADP
cpos-328	23	15	germany	germany	PROPN
cpos-328	23	16	regarding	regard	VERB
cpos-328	23	17	the	the	DET
cpos-328	23	18	demographic	demographic	ADJ
cpos-328	23	19	outlook	outlook	NOUN
cpos-328	23	20	.	.	PUNCT
cpos-328	24	1	some	some	DET
cpos-328	24	2	metropolitan	metropolitan	ADJ
cpos-328	24	3	areas	area	NOUN
cpos-328	24	4	are	be	AUX
cpos-328	24	5	preparing	prepare	VERB
cpos-328	24	6	for	for	ADP
cpos-328	24	7	population	population	NOUN
cpos-328	24	8	density	density	NOUN
cpos-328	24	9	to	to	PART
cpos-328	24	10	increase	increase	VERB
cpos-328	24	11	more	more	ADV
cpos-328	24	12	and	and	CCONJ
cpos-328	24	13	more	more	ADJ
cpos-328	24	14	in	in	ADP
cpos-328	24	15	the	the	DET
cpos-328	24	16	near	near	ADJ
cpos-328	24	17	future	future	NOUN
cpos-328	24	18	,	,	PUNCT
cpos-328	24	19	whereas	whereas	SCONJ
cpos-328	24	20	other	other	ADJ
cpos-328	24	21	regions	region	NOUN
cpos-328	24	22	are	be	AUX
cpos-328	24	23	already	already	ADV
cpos-328	24	24	experiencing	experience	VERB
cpos-328	24	25	quite	quite	ADV
cpos-328	24	26	dramatic	dramatic	ADJ
cpos-328	24	27	rates	rate	NOUN
cpos-328	24	28	of	of	ADP
cpos-328	24	29	out	out	NOUN
cpos-328	24	30	-	-	PUNCT
cpos-328	24	31	migration	migration	NOUN
cpos-328	24	32	by	by	ADP
cpos-328	24	33	mainly	mainly	ADV
cpos-328	24	34	young	young	ADJ
cpos-328	24	35	people	people	NOUN
cpos-328	24	36	and	and	CCONJ
cpos-328	24	37	,	,	PUNCT
cpos-328	24	38	as	as	ADP
cpos-328	24	39	a	a	DET
cpos-328	24	40	consequence	consequence	NOUN
cpos-328	24	41	,	,	PUNCT
cpos-328	24	42	accelerated	accelerate	VERB
cpos-328	24	43	demographic	demographic	ADJ
cpos-328	24	44	ageing	ageing	NOUN
cpos-328	24	45	and	and	CCONJ
cpos-328	24	46	decline	decline	NOUN
cpos-328	24	47	(	(	PUNCT
cpos-328	24	48	schlömer	schlömer	NOUN
cpos-328	24	49	2006	2006	NUM
cpos-328	24	50	;	;	PUNCT
cpos-328	24	51	mai	mai	PROPN
cpos-328	24	52	/	/	SYM
cpos-328	24	53	scharein	scharein	PROPN
cpos-328	24	54	2009	2009	NUM
cpos-328	24	55	)	)	PUNCT
cpos-328	24	56	.	.	PUNCT
cpos-328	25	1	but	but	CCONJ
cpos-328	25	2	again	again	ADV
cpos-328	25	3	,	,	PUNCT
cpos-328	25	4	local	local	ADJ
cpos-328	25	5	forecasts	forecast	NOUN
cpos-328	25	6	have	have	AUX
cpos-328	25	7	been	be	AUX
cpos-328	25	8	proven	prove	VERB
cpos-328	25	9	wrong	wrong	ADJ
cpos-328	25	10	by	by	ADP
cpos-328	25	11	the	the	DET
cpos-328	25	12	reality	reality	NOUN
cpos-328	25	13	in	in	ADP
cpos-328	25	14	many	many	ADJ
cpos-328	25	15	regions	region	NOUN
cpos-328	25	16	.	.	PUNCT
cpos-328	26	1	for	for	ADP
cpos-328	26	2	instance	instance	NOUN
cpos-328	26	3	,	,	PUNCT
cpos-328	26	4	a	a	DET
cpos-328	26	5	decade	decade	NOUN
cpos-328	26	6	ago	ago	ADV
cpos-328	26	7	,	,	PUNCT
cpos-328	26	8	the	the	DET
cpos-328	26	9	german	german	ADJ
cpos-328	26	10	federal	federal	PROPN
cpos-328	26	11	institute	institute	PROPN
cpos-328	26	12	for	for	ADP
cpos-328	26	13	research	research	NOUN
cpos-328	26	14	on	on	ADP
cpos-328	26	15	building	building	NOUN
cpos-328	26	16	,	,	PUNCT
cpos-328	26	17	urban	urban	ADJ
cpos-328	26	18	affairs	affair	NOUN
cpos-328	26	19	,	,	PUNCT
cpos-328	26	20	and	and	CCONJ
cpos-328	26	21	spatial	spatial	ADJ
cpos-328	26	22	development	development	NOUN
cpos-328	26	23	(	(	PUNCT
cpos-328	26	24	bbsr	bbsr	NOUN
cpos-328	26	25	)	)	PUNCT
cpos-328	26	26	predicted	predict	VERB
cpos-328	26	27	that	that	SCONJ
cpos-328	26	28	the	the	DET
cpos-328	26	29	majority	majority	NOUN
cpos-328	26	30	of	of	ADP
cpos-328	26	31	districts	district	NOUN
cpos-328	26	32	and	and	CCONJ
cpos-328	26	33	cities	city	NOUN
cpos-328	26	34	(	(	PUNCT
cpos-328	26	35	kreise	kreise	PROPN
cpos-328	26	36	und	und	PROPN
cpos-328	26	37	kreisfreie	kreisfreie	PROPN
cpos-328	26	38	städte	städte	PROPN
cpos-328	26	39	)	)	PUNCT
cpos-328	26	40	in	in	ADP
cpos-328	26	41	germany	germany	PROPN
cpos-328	26	42	will	will	AUX
cpos-328	26	43	experience	experience	VERB
cpos-328	26	44	a	a	DET
cpos-328	26	45	population	population	NOUN
cpos-328	26	46	decline	decline	NOUN
cpos-328	26	47	between	between	ADP
cpos-328	26	48	2005	2005	NUM
cpos-328	26	49	and	and	CCONJ
cpos-328	26	50	2025	2025	NUM
cpos-328	26	51	(	(	PUNCT
cpos-328	26	52	bbsr	bbsr	NOUN
cpos-328	26	53	2008	2008	NUM
cpos-328	26	54	)	)	PUNCT
cpos-328	26	55	.	.	PUNCT
cpos-328	27	1	even	even	ADV
cpos-328	27	2	in	in	ADP
cpos-328	27	3	the	the	DET
cpos-328	27	4	federal	federal	ADJ
cpos-328	27	5	states	state	NOUN
cpos-328	27	6	of	of	ADP
cpos-328	27	7	bavaria	bavaria	PROPN
cpos-328	27	8	and	and	CCONJ
cpos-328	27	9	baden	baden	PROPN
cpos-328	27	10	-	-	PROPN
cpos-328	27	11	württemberg	württemberg	PROPN
cpos-328	27	12	in	in	ADP
cpos-328	27	13	the	the	DET
cpos-328	27	14	south	south	NOUN
cpos-328	27	15	of	of	ADP
cpos-328	27	16	the	the	DET
cpos-328	27	17	country	country	NOUN
cpos-328	27	18	,	,	PUNCT
cpos-328	27	19	both	both	PRON
cpos-328	27	20	of	of	ADP
cpos-328	27	21	which	which	PRON
cpos-328	27	22	experienced	experience	VERB
cpos-328	27	23	strong	strong	ADJ
cpos-328	27	24	economic	economic	ADJ
cpos-328	27	25	and	and	CCONJ
cpos-328	27	26	demographic	demographic	ADJ
cpos-328	27	27	growth	growth	NOUN
cpos-328	27	28	in	in	ADP
cpos-328	27	29	the	the	DET
cpos-328	27	30	past	past	NOUN
cpos-328	27	31	,	,	PUNCT
cpos-328	27	32	many	many	ADJ
cpos-328	27	33	regions	region	NOUN
cpos-328	27	34	were	be	AUX
cpos-328	27	35	projected	project	VERB
cpos-328	27	36	to	to	PART
cpos-328	27	37	stagnate	stagnate	VERB
cpos-328	27	38	or	or	CCONJ
cpos-328	27	39	decline	decline	VERB
cpos-328	27	40	(	(	PUNCT
cpos-328	27	41	see	see	VERB
cpos-328	27	42	also	also	ADV
cpos-328	27	43	swiaczny	swiaczny	NOUN
cpos-328	27	44	2015	2015	NUM
cpos-328	27	45	)	)	PUNCT
cpos-328	27	46	.	.	PUNCT
cpos-328	28	1	this	this	PRON
cpos-328	28	2	is	be	AUX
cpos-328	28	3	in	in	ADP
cpos-328	28	4	contrast	contrast	NOUN
cpos-328	28	5	with	with	ADP
cpos-328	28	6	the	the	DET
cpos-328	28	7	actual	actual	ADJ
cpos-328	28	8	recent	recent	ADJ
cpos-328	28	9	(	(	PUNCT
cpos-328	28	10	2011	2011	NUM
cpos-328	28	11	-	-	SYM
cpos-328	28	12	2015	2015	NUM
cpos-328	28	13	)	)	PUNCT
cpos-328	28	14	trend	trend	NOUN
cpos-328	28	15	displayed	display	VERB
cpos-328	28	16	in	in	ADP
cpos-328	28	17	figure	figure	NOUN
cpos-328	28	18	1	1	NUM
cpos-328	28	19	.	.	PUNCT
cpos-328	29	1	the	the	DET
cpos-328	29	2	general	general	ADJ
cpos-328	29	3	geographic	geographic	ADJ
cpos-328	29	4	pattern	pattern	NOUN
cpos-328	29	5	of	of	ADP
cpos-328	29	6	growth	growth	NOUN
cpos-328	29	7	versus	versus	ADP
cpos-328	29	8	decline	decline	NOUN
cpos-328	29	9	matches	match	VERB
cpos-328	29	10	the	the	DET
cpos-328	29	11	predictions	prediction	NOUN
cpos-328	29	12	by	by	ADP
cpos-328	29	13	the	the	DET
cpos-328	29	14	bbsr	bbsr	NOUN
cpos-328	29	15	and	and	CCONJ
cpos-328	29	16	others	other	NOUN
cpos-328	29	17	:	:	PUNCT
cpos-328	29	18	the	the	DET
cpos-328	29	19	populations	population	NOUN
cpos-328	29	20	of	of	ADP
cpos-328	29	21	rural	rural	ADJ
cpos-328	29	22	regions	region	NOUN
cpos-328	29	23	in	in	ADP
cpos-328	29	24	the	the	DET
cpos-328	29	25	eastern	eastern	ADJ
cpos-328	29	26	states	state	NOUN
cpos-328	29	27	mostly	mostly	ADV
cpos-328	29	28	declined	decline	VERB
cpos-328	29	29	,	,	PUNCT
cpos-328	29	30	whereas	whereas	SCONJ
cpos-328	29	31	big	big	ADJ
cpos-328	29	32	cities	city	NOUN
cpos-328	29	33	and	and	CCONJ
cpos-328	29	34	their	their	PRON
cpos-328	29	35	surrounding	surround	VERB
cpos-328	29	36	areas	area	NOUN
cpos-328	29	37	increased	increase	VERB
cpos-328	29	38	in	in	ADP
cpos-328	29	39	population	population	NOUN
cpos-328	29	40	size	size	NOUN
cpos-328	29	41	.	.	PUNCT
cpos-328	30	1	however	however	ADV
cpos-328	30	2	,	,	PUNCT
cpos-328	30	3	there	there	PRON
cpos-328	30	4	are	be	VERB
cpos-328	30	5	also	also	ADV
cpos-328	30	6	marked	mark	VERB
cpos-328	30	7	differences	difference	NOUN
cpos-328	30	8	between	between	ADP
cpos-328	30	9	predictions	prediction	NOUN
cpos-328	30	10	and	and	CCONJ
cpos-328	30	11	reality	reality	NOUN
cpos-328	30	12	.	.	PUNCT
cpos-328	31	1	between	between	ADP
cpos-328	31	2	2011	2011	NUM
cpos-328	31	3	and	and	CCONJ
cpos-328	31	4	2015	2015	NUM
cpos-328	31	5	,	,	PUNCT
cpos-328	31	6	only	only	ADV
cpos-328	31	7	23	23	NUM
cpos-328	31	8	percent	percent	NOUN
cpos-328	31	9	of	of	ADP
cpos-328	31	10	all	all	DET
cpos-328	31	11	german	german	ADJ
cpos-328	31	12	districts	district	NOUN
cpos-328	31	13	actually	actually	ADV
cpos-328	31	14	experienced	experience	VERB
cpos-328	31	15	population	population	NOUN
cpos-328	31	16	decline	decline	NOUN
cpos-328	31	17	,	,	PUNCT
cpos-328	31	18	instead	instead	ADV
cpos-328	31	19	of	of	ADP
cpos-328	31	20	the	the	DET
cpos-328	31	21	majority	majority	NOUN
cpos-328	31	22	that	that	PRON
cpos-328	31	23	had	have	AUX
cpos-328	31	24	been	be	AUX
cpos-328	31	25	expected	expect	VERB
cpos-328	31	26	by	by	ADP
cpos-328	31	27	the	the	DET
cpos-328	31	28	bbsr	bbsr	NOUN
cpos-328	31	29	.	.	PUNCT
cpos-328	32	1	this	this	PRON
cpos-328	32	2	means	mean	VERB
cpos-328	32	3	that	that	SCONJ
cpos-328	32	4	around	around	ADV
cpos-328	32	5	30	30	NUM
cpos-328	32	6	percent	percent	NOUN
cpos-328	32	7	of	of	ADP
cpos-328	32	8	all	all	DET
cpos-328	32	9	german	german	ADJ
cpos-328	32	10	districts	district	NOUN
cpos-328	32	11	–	–	PUNCT
cpos-328	32	12	many	many	ADJ
cpos-328	32	13	of	of	ADP
cpos-328	32	14	them	they	PRON
cpos-328	32	15	smaller	small	ADJ
cpos-328	32	16	cities	city	NOUN
cpos-328	32	17	and	and	CCONJ
cpos-328	32	18	rural	rural	ADJ
cpos-328	32	19	areas	area	NOUN
cpos-328	32	20	–	–	PUNCT
cpos-328	32	21	were	be	AUX
cpos-328	32	22	projected	project	VERB
cpos-328	32	23	to	to	PART
cpos-328	32	24	decline	decline	VERB
cpos-328	32	25	but	but	CCONJ
cpos-328	32	26	instead	instead	ADV
cpos-328	32	27	gained	gain	VERB
cpos-328	32	28	inhabitants	inhabitant	NOUN
cpos-328	32	29	.	.	PUNCT
cpos-328	33	1	of	of	ADP
cpos-328	33	2	course	course	ADV
cpos-328	33	3	,	,	PUNCT
cpos-328	33	4	it	it	PRON
cpos-328	33	5	is	be	AUX
cpos-328	33	6	still	still	ADV
cpos-328	33	7	uncertain	uncertain	ADJ
cpos-328	33	8	whether	whether	SCONJ
cpos-328	33	9	this	this	DET
cpos-328	33	10	trend	trend	NOUN
cpos-328	33	11	will	will	AUX
cpos-328	33	12	continue	continue	VERB
cpos-328	33	13	over	over	ADP
cpos-328	33	14	the	the	DET
cpos-328	33	15	coming	come	VERB
cpos-328	33	16	years	year	NOUN
cpos-328	33	17	.	.	PUNCT
cpos-328	34	1	but	but	CCONJ
cpos-328	34	2	the	the	DET
cpos-328	34	3	current	current	ADJ
cpos-328	34	4	trend	trend	NOUN
cpos-328	34	5	already	already	ADV
cpos-328	34	6	has	have	VERB
cpos-328	34	7	considerable	considerable	ADJ
cpos-328	34	8	consequences	consequence	NOUN
cpos-328	34	9	in	in	ADP
cpos-328	34	10	many	many	ADJ
cpos-328	34	11	areas	area	NOUN
cpos-328	34	12	,	,	PUNCT
cpos-328	34	13	including	include	VERB
cpos-328	34	14	a	a	DET
cpos-328	34	15	severe	severe	ADJ
cpos-328	34	16	shortage	shortage	NOUN
cpos-328	34	17	of	of	ADP
cpos-328	34	18	housing	housing	NOUN
cpos-328	34	19	and	and	CCONJ
cpos-328	34	20	child	child	NOUN
cpos-328	34	21	care	care	NOUN
cpos-328	34	22	,	,	PUNCT
cpos-328	34	23	overcrowded	overcrowded	ADJ
cpos-328	34	24	public	public	ADJ
cpos-328	34	25	and	and	CCONJ
cpos-328	34	26	private	private	ADJ
cpos-328	34	27	transport	transport	NOUN
cpos-328	34	28	in	in	ADP
cpos-328	34	29	large	large	ADJ
cpos-328	34	30	as	as	ADV
cpos-328	34	31	well	well	ADV
cpos-328	34	32	as	as	ADP
cpos-328	34	33	smaller	small	ADJ
cpos-328	34	34	cities	city	NOUN
cpos-328	34	35	,	,	PUNCT
cpos-328	34	36	and	and	CCONJ
cpos-328	34	37	a	a	DET
cpos-328	34	38	considerable	considerable	ADJ
cpos-328	34	39	backlash	backlash	NOUN
cpos-328	34	40	against	against	ADP
cpos-328	34	41	efforts	effort	NOUN
cpos-328	34	42	to	to	PART
cpos-328	34	43	protect	protect	VERB
cpos-328	34	44	the	the	DET
cpos-328	34	45	environment	environment	NOUN
cpos-328	34	46	and	and	CCONJ
cpos-328	34	47	the	the	DET
cpos-328	34	48	fi	fi	NOUN
cpos-328	34	49	ght	ght	X
cpos-328	34	50	against	against	ADP
cpos-328	34	51	climate	climate	NOUN
cpos-328	34	52	change	change	NOUN
cpos-328	34	53	(	(	PUNCT
cpos-328	34	54	weber	weber	PROPN
cpos-328	34	55	/	/	SYM
cpos-328	34	56	sciubba	sciubba	NOUN
cpos-328	34	57	2019	2019	NUM
cpos-328	34	58	)	)	PUNCT
cpos-328	34	59	.	.	PUNCT
cpos-328	35	1	in	in	ADP
cpos-328	35	2	the	the	DET
cpos-328	35	3	past	past	NOUN
cpos-328	35	4	,	,	PUNCT
cpos-328	35	5	many	many	ADJ
cpos-328	35	6	cities	city	NOUN
cpos-328	35	7	got	get	AUX
cpos-328	35	8	rid	rid	VERB
cpos-328	35	9	of	of	ADP
cpos-328	35	10	public	public	ADJ
cpos-328	35	11	housing	housing	NOUN
cpos-328	35	12	projects	project	NOUN
cpos-328	35	13	or	or	CCONJ
cpos-328	35	14	cut	cut	VERB
cpos-328	35	15	educahow	educahow	ADV
cpos-328	35	16	well	well	ADV
cpos-328	35	17	can	can	AUX
cpos-328	35	18	the	the	DET
cpos-328	35	19	migration	migration	NOUN
cpos-328	35	20	component	component	NOUN
cpos-328	35	21	of	of	ADP
cpos-328	35	22	regional	regional	ADJ
cpos-328	35	23	population	population	NOUN
cpos-328	35	24	change	change	NOUN
cpos-328	35	25	be	be	AUX
cpos-328	35	26	predicted	predict	VERB
cpos-328	35	27	?	?	PUNCT
cpos-328	36	1	•	•	NUM
cpos-328	36	2	145	145	NUM
cpos-328	36	3	tion	tion	NOUN
cpos-328	36	4	budgets	budget	NOUN
cpos-328	36	5	because	because	SCONJ
cpos-328	36	6	it	it	PRON
cpos-328	36	7	was	be	AUX
cpos-328	36	8	thought	think	VERB
cpos-328	36	9	they	they	PRON
cpos-328	36	10	were	be	AUX
cpos-328	36	11	not	not	PART
cpos-328	36	12	needed	need	VERB
cpos-328	36	13	in	in	ADP
cpos-328	36	14	a	a	DET
cpos-328	36	15	future	future	NOUN
cpos-328	36	16	characterised	characterise	VERB
cpos-328	36	17	by	by	ADP
cpos-328	36	18	population	population	NOUN
cpos-328	36	19	ageing	ageing	NOUN
cpos-328	36	20	and	and	CCONJ
cpos-328	36	21	decline	decline	NOUN
cpos-328	36	22	.	.	PUNCT
cpos-328	37	1	today	today	NOUN
cpos-328	37	2	,	,	PUNCT
cpos-328	37	3	soaring	soar	VERB
cpos-328	37	4	housing	housing	NOUN
cpos-328	37	5	prices	price	NOUN
cpos-328	37	6	and	and	CCONJ
cpos-328	37	7	a	a	DET
cpos-328	37	8	shortage	shortage	NOUN
cpos-328	37	9	of	of	ADP
cpos-328	37	10	teachers	teacher	NOUN
cpos-328	37	11	and	and	CCONJ
cpos-328	37	12	child	child	NOUN
cpos-328	37	13	care	care	NOUN
cpos-328	37	14	workers	worker	NOUN
cpos-328	37	15	are	be	AUX
cpos-328	37	16	among	among	ADP
cpos-328	37	17	the	the	DET
cpos-328	37	18	main	main	ADJ
cpos-328	37	19	problems	problem	NOUN
cpos-328	37	20	frequently	frequently	ADV
cpos-328	37	21	cited	cite	VERB
cpos-328	37	22	by	by	ADP
cpos-328	37	23	local	local	ADJ
cpos-328	37	24	politicians	politician	NOUN
cpos-328	37	25	.	.	PUNCT
cpos-328	38	1	thus	thus	ADV
cpos-328	38	2	,	,	PUNCT
cpos-328	38	3	demographic	demographic	ADJ
cpos-328	38	4	forecasts	forecast	NOUN
cpos-328	38	5	that	that	PRON
cpos-328	38	6	turn	turn	VERB
cpos-328	38	7	out	out	ADP
cpos-328	38	8	to	to	PART
cpos-328	38	9	be	be	AUX
cpos-328	38	10	wrong	wrong	ADJ
cpos-328	38	11	can	can	AUX
cpos-328	38	12	clearly	clearly	ADV
cpos-328	38	13	cause	cause	VERB
cpos-328	38	14	substantial	substantial	ADJ
cpos-328	38	15	problems	problem	NOUN
cpos-328	38	16	in	in	ADP
cpos-328	38	17	many	many	ADJ
cpos-328	38	18	policy	policy	NOUN
cpos-328	38	19	areas	area	NOUN
cpos-328	38	20	.	.	PUNCT
cpos-328	39	1	the	the	DET
cpos-328	39	2	main	main	ADJ
cpos-328	39	3	reason	reason	NOUN
cpos-328	39	4	for	for	ADP
cpos-328	39	5	the	the	DET
cpos-328	39	6	sudden	sudden	ADJ
cpos-328	39	7	turnaround	turnaround	NOUN
cpos-328	39	8	in	in	ADP
cpos-328	39	9	german	german	ADJ
cpos-328	39	10	demography	demography	NOUN
cpos-328	39	11	is	be	AUX
cpos-328	39	12	obvious	obvious	ADJ
cpos-328	39	13	.	.	PUNCT
cpos-328	40	1	between	between	ADP
cpos-328	40	2	2012	2012	NUM
cpos-328	40	3	and	and	CCONJ
cpos-328	40	4	2016	2016	NUM
cpos-328	40	5	alone	alone	ADV
cpos-328	40	6	,	,	PUNCT
cpos-328	40	7	net	net	ADJ
cpos-328	40	8	immigration	immigration	NOUN
cpos-328	40	9	to	to	ADP
cpos-328	40	10	germany	germany	PROPN
cpos-328	40	11	amounted	amount	VERB
cpos-328	40	12	to	to	ADP
cpos-328	40	13	more	more	ADJ
cpos-328	40	14	than	than	ADP
cpos-328	40	15	three	three	NUM
cpos-328	40	16	million	million	NUM
cpos-328	40	17	people	people	NOUN
cpos-328	40	18	,	,	PUNCT
cpos-328	40	19	whereas	whereas	SCONJ
cpos-328	40	20	the	the	DET
cpos-328	40	21	federal	federal	ADJ
cpos-328	40	22	statistical	statistical	ADJ
cpos-328	40	23	offi	offi	PROPN
cpos-328	40	24	ce	ce	PROPN
cpos-328	40	25	’s	’s	PART
cpos-328	40	26	(	(	PUNCT
cpos-328	40	27	statistisches	statistische	NOUN
cpos-328	40	28	bundesamt	bundesamt	VERB
cpos-328	40	29	2009	2009	NUM
cpos-328	40	30	)	)	PUNCT
cpos-328	40	31	forecasts	forecast	NOUN
cpos-328	40	32	only	only	ADV
cpos-328	40	33	expected	expect	VERB
cpos-328	40	34	between	between	ADP
cpos-328	40	35	half	half	DET
cpos-328	40	36	a	a	DET
cpos-328	40	37	million	million	NUM
cpos-328	40	38	in	in	ADP
cpos-328	40	39	the	the	DET
cpos-328	40	40	“	"	PUNCT
cpos-328	40	41	low	low	ADJ
cpos-328	40	42	”	"	PUNCT
cpos-328	40	43	immigration	immigration	NOUN
cpos-328	40	44	variant	variant	NOUN
cpos-328	40	45	and	and	CCONJ
cpos-328	40	46	one	one	NUM
cpos-328	40	47	million	million	NUM
cpos-328	40	48	immigrants	immigrant	NOUN
cpos-328	40	49	in	in	ADP
cpos-328	40	50	the	the	DET
cpos-328	40	51	“	"	PUNCT
cpos-328	40	52	high	high	ADJ
cpos-328	40	53	”	"	PUNCT
cpos-328	40	54	variant	variant	NOUN
cpos-328	40	55	to	to	PART
cpos-328	40	56	settle	settle	VERB
cpos-328	40	57	permanently	permanently	ADV
cpos-328	40	58	in	in	ADP
cpos-328	40	59	the	the	DET
cpos-328	40	60	same	same	ADJ
cpos-328	40	61	period	period	NOUN
cpos-328	40	62	.	.	PUNCT
cpos-328	41	1	not	not	PART
cpos-328	41	2	only	only	ADV
cpos-328	41	3	did	do	AUX
cpos-328	41	4	the	the	DET
cpos-328	41	5	surge	surge	NOUN
cpos-328	41	6	in	in	ADP
cpos-328	41	7	refugee	refugee	NOUN
cpos-328	41	8	migration	migration	NOUN
cpos-328	41	9	(	(	PUNCT
cpos-328	41	10	especially	especially	ADV
cpos-328	41	11	during	during	ADP
cpos-328	41	12	2015	2015	NUM
cpos-328	41	13	)	)	PUNCT
cpos-328	41	14	contribute	contribute	VERB
cpos-328	41	15	to	to	ADP
cpos-328	41	16	these	these	DET
cpos-328	41	17	fi	fi	NOUN
cpos-328	41	18	gures	gure	NOUN
cpos-328	41	19	,	,	PUNCT
cpos-328	41	20	but	but	CCONJ
cpos-328	41	21	also	also	ADV
cpos-328	41	22	sharp	sharp	ADJ
cpos-328	41	23	increases	increase	NOUN
cpos-328	41	24	in	in	ADP
cpos-328	41	25	other	other	ADJ
cpos-328	41	26	types	type	NOUN
cpos-328	41	27	of	of	ADP
cpos-328	41	28	immigration	immigration	NOUN
cpos-328	41	29	,	,	PUNCT
cpos-328	41	30	fig	fig	NOUN
cpos-328	41	31	.	.	PUNCT
cpos-328	42	1	1	1	NUM
cpos-328	42	2	:	:	PUNCT
cpos-328	42	3	population	population	NOUN
cpos-328	42	4	growth	growth	NOUN
cpos-328	42	5	in	in	ADP
cpos-328	42	6	german	german	ADJ
cpos-328	42	7	districts	district	NOUN
cpos-328	42	8	between	between	ADP
cpos-328	42	9	2011	2011	NUM
cpos-328	42	10	and	and	CCONJ
cpos-328	42	11	2015	2015	NUM
cpos-328	42	12	stuttgart	stuttgart	PROPN
cpos-328	42	13	munich	munich	PROPN
cpos-328	42	14	dresden	dresden	PROPN
cpos-328	42	15	berlin	berlin	PROPN
cpos-328	42	16	five−year	five−year	PROPN
cpos-328	42	17	change	change	NOUN
cpos-328	42	18	between	between	ADP
cpos-328	42	19	2011	2011	NUM
cpos-328	42	20	and	and	CCONJ
cpos-328	42	21	2015	2015	NUM
cpos-328	42	22	:	:	PUNCT
cpos-328	42	23	<	<	X
cpos-328	42	24	−2	−2	NUM
cpos-328	42	25	%	%	NOUN
cpos-328	43	1	−2	−2	NOUN
cpos-328	43	2	%	%	NOUN
cpos-328	43	3	to	to	PART
cpos-328	43	4	−1	−1	NOUN
cpos-328	43	5	%	%	NOUN
cpos-328	43	6	−1	−1	NOUN
cpos-328	43	7	%	%	NOUN
cpos-328	43	8	to	to	PART
cpos-328	43	9	0	0	NUM
cpos-328	43	10	0	0	NUM
cpos-328	43	11	to	to	PART
cpos-328	43	12	1	1	NUM
cpos-328	43	13	%	%	NOUN
cpos-328	43	14	1	1	NUM
cpos-328	43	15	%	%	NOUN
cpos-328	43	16	to	to	PART
cpos-328	43	17	2	2	NUM
cpos-328	43	18	%	%	NOUN
cpos-328	43	19	2	2	NUM
cpos-328	43	20	%	%	NOUN
cpos-328	43	21	to	to	PART
cpos-328	43	22	3	3	NUM
cpos-328	43	23	%	%	NOUN
cpos-328	43	24	3	3	NUM
cpos-328	43	25	%	%	NOUN
cpos-328	43	26	to	to	PART
cpos-328	43	27	4	4	NUM
cpos-328	43	28	%	%	NOUN
cpos-328	43	29	4	4	NUM
cpos-328	43	30	%	%	NOUN
cpos-328	43	31	to	to	PART
cpos-328	43	32	5	5	NUM
cpos-328	43	33	%	%	NOUN
cpos-328	43	34	>	>	SYM
cpos-328	43	35	5	5	NUM
cpos-328	43	36	%	%	NOUN
cpos-328	43	37	note	note	NOUN
cpos-328	43	38	that	that	SCONJ
cpos-328	43	39	the	the	DET
cpos-328	43	40	subsequent	subsequent	ADJ
cpos-328	43	41	analyses	analysis	NOUN
cpos-328	43	42	will	will	AUX
cpos-328	43	43	use	use	VERB
cpos-328	43	44	data	datum	NOUN
cpos-328	43	45	on	on	ADP
cpos-328	43	46	the	the	DET
cpos-328	43	47	smaller	small	ADJ
cpos-328	43	48	-	-	PUNCT
cpos-328	43	49	scale	scale	NOUN
cpos-328	43	50	municipalities	municipality	NOUN
cpos-328	43	51	(	(	PUNCT
cpos-328	43	52	gemeinden	gemeinden	ADJ
cpos-328	43	53	,	,	PUNCT
cpos-328	43	54	n	n	CCONJ
cpos-328	43	55	>	>	X
cpos-328	43	56	10,000	10,000	NUM
cpos-328	43	57	)	)	PUNCT
cpos-328	43	58	,	,	PUNCT
cpos-328	43	59	but	but	CCONJ
cpos-328	43	60	the	the	DET
cpos-328	43	61	visual	visual	ADJ
cpos-328	43	62	inspection	inspection	NOUN
cpos-328	43	63	is	be	AUX
cpos-328	43	64	easier	easy	ADJ
cpos-328	43	65	using	use	VERB
cpos-328	43	66	the	the	DET
cpos-328	43	67	larger	large	ADJ
cpos-328	43	68	aggregation	aggregation	NOUN
cpos-328	43	69	.	.	PUNCT
cpos-328	44	1	source	source	NOUN
cpos-328	44	2	:	:	PUNCT
cpos-328	44	3	own	own	ADJ
cpos-328	44	4	calculations	calculation	NOUN
cpos-328	44	5	,	,	PUNCT
cpos-328	44	6	bertelsmann	bertelsmann	PROPN
cpos-328	44	7	stiftung	stiftung	PROPN
cpos-328	44	8	(	(	PUNCT
cpos-328	44	9	2018	2018	NUM
cpos-328	44	10	)	)	PUNCT
cpos-328	44	11	•	•	NUM
cpos-328	44	12	hannes	hanne	NOUN
cpos-328	44	13	weber146	weber146	PROPN
cpos-328	44	14	above	above	ADP
cpos-328	44	15	all	all	DET
cpos-328	44	16	intra	intra	ADJ
cpos-328	44	17	-	-	ADJ
cpos-328	44	18	eu	eu	ADJ
cpos-328	44	19	movements	movement	NOUN
cpos-328	44	20	from	from	ADP
cpos-328	44	21	the	the	DET
cpos-328	44	22	new	new	ADJ
cpos-328	44	23	accession	accession	NOUN
cpos-328	44	24	states	state	NOUN
cpos-328	44	25	in	in	ADP
cpos-328	44	26	the	the	DET
cpos-328	44	27	east	east	NOUN
cpos-328	44	28	and	and	CCONJ
cpos-328	44	29	southeast	southeast	NOUN
cpos-328	44	30	.	.	PUNCT
cpos-328	45	1	international	international	ADJ
cpos-328	45	2	migration	migration	NOUN
cpos-328	45	3	is	be	AUX
cpos-328	45	4	the	the	DET
cpos-328	45	5	most	most	ADV
cpos-328	45	6	diffi	diffi	ADJ
cpos-328	45	7	cult	cult	NOUN
cpos-328	45	8	component	component	NOUN
cpos-328	45	9	in	in	ADP
cpos-328	45	10	demographic	demographic	ADJ
cpos-328	45	11	projections	projection	NOUN
cpos-328	45	12	.	.	PUNCT
cpos-328	46	1	sharp	sharp	ADJ
cpos-328	46	2	fl	fl	PROPN
cpos-328	46	3	uctuations	uctuation	NOUN
cpos-328	46	4	in	in	ADP
cpos-328	46	5	migration	migration	NOUN
cpos-328	46	6	are	be	AUX
cpos-328	46	7	the	the	DET
cpos-328	46	8	main	main	ADJ
cpos-328	46	9	reason	reason	NOUN
cpos-328	46	10	why	why	SCONJ
cpos-328	46	11	demographic	demographic	ADJ
cpos-328	46	12	forecasts	forecast	NOUN
cpos-328	46	13	in	in	ADP
cpos-328	46	14	europe	europe	PROPN
cpos-328	46	15	have	have	AUX
cpos-328	46	16	not	not	PART
cpos-328	46	17	become	become	VERB
cpos-328	46	18	more	more	ADV
cpos-328	46	19	accurate	accurate	ADJ
cpos-328	46	20	over	over	ADP
cpos-328	46	21	time	time	NOUN
cpos-328	46	22	,	,	PUNCT
cpos-328	46	23	despite	despite	SCONJ
cpos-328	46	24	massive	massive	ADJ
cpos-328	46	25	advances	advance	NOUN
cpos-328	46	26	in	in	ADP
cpos-328	46	27	computational	computational	ADJ
cpos-328	46	28	power	power	NOUN
cpos-328	46	29	and	and	CCONJ
cpos-328	46	30	statistical	statistical	ADJ
cpos-328	46	31	methods	method	NOUN
cpos-328	46	32	(	(	PUNCT
cpos-328	46	33	keilman	keilman	NOUN
cpos-328	46	34	2008	2008	NUM
cpos-328	46	35	)	)	PUNCT
cpos-328	46	36	.	.	PUNCT
cpos-328	47	1	as	as	ADP
cpos-328	47	2	an	an	DET
cpos-328	47	3	example	example	NOUN
cpos-328	47	4	,	,	PUNCT
cpos-328	47	5	the	the	DET
cpos-328	47	6	forecasts	forecast	NOUN
cpos-328	47	7	by	by	ADP
cpos-328	47	8	alders	alder	NOUN
cpos-328	47	9	et	et	PROPN
cpos-328	47	10	al	al	PROPN
cpos-328	47	11	.	.	PUNCT
cpos-328	47	12	(	(	PUNCT
cpos-328	47	13	2007	2007	NUM
cpos-328	47	14	)	)	PUNCT
cpos-328	47	15	assumed	assume	VERB
cpos-328	47	16	that	that	SCONJ
cpos-328	47	17	migration	migration	NOUN
cpos-328	47	18	to	to	ADP
cpos-328	47	19	germany	germany	PROPN
cpos-328	47	20	until	until	ADP
cpos-328	47	21	2050	2050	NUM
cpos-328	47	22	would	would	AUX
cpos-328	47	23	be	be	AUX
cpos-328	47	24	moderate	moderate	ADJ
cpos-328	47	25	,	,	PUNCT
cpos-328	47	26	and	and	CCONJ
cpos-328	47	27	lower	low	ADJ
cpos-328	47	28	than	than	ADP
cpos-328	47	29	migration	migration	NOUN
cpos-328	47	30	to	to	ADP
cpos-328	47	31	other	other	ADJ
cpos-328	47	32	eu	eu	PROPN
cpos-328	47	33	countries	country	NOUN
cpos-328	47	34	such	such	ADJ
cpos-328	47	35	as	as	ADP
cpos-328	47	36	portugal	portugal	PROPN
cpos-328	47	37	or	or	CCONJ
cpos-328	47	38	spain	spain	PROPN
cpos-328	47	39	.	.	PUNCT
cpos-328	48	1	the	the	DET
cpos-328	48	2	authors	author	NOUN
cpos-328	48	3	justifi	justifi	NOUN
cpos-328	48	4	ed	ed	NOUN
cpos-328	48	5	this	this	PRON
cpos-328	48	6	by	by	ADP
cpos-328	48	7	stating	state	VERB
cpos-328	48	8	that	that	SCONJ
cpos-328	48	9	the	the	DET
cpos-328	48	10	high	high	ADJ
cpos-328	48	11	fl	fl	PROPN
cpos-328	48	12	ows	ow	NOUN
cpos-328	48	13	of	of	ADP
cpos-328	48	14	refugees	refugee	NOUN
cpos-328	48	15	were	be	AUX
cpos-328	48	16	“	"	PUNCT
cpos-328	48	17	probably	probably	ADV
cpos-328	48	18	over	over	ADV
cpos-328	48	19	”	"	PUNCT
cpos-328	48	20	,	,	PUNCT
cpos-328	48	21	labour	labour	NOUN
cpos-328	48	22	migration	migration	NOUN
cpos-328	48	23	from	from	ADP
cpos-328	48	24	central	central	ADJ
cpos-328	48	25	and	and	CCONJ
cpos-328	48	26	eastern	eastern	ADJ
cpos-328	48	27	europe	europe	PROPN
cpos-328	48	28	was	be	AUX
cpos-328	48	29	assumed	assume	VERB
cpos-328	48	30	to	to	PART
cpos-328	48	31	be	be	AUX
cpos-328	48	32	more	more	ADV
cpos-328	48	33	balanced	balanced	ADJ
cpos-328	48	34	,	,	PUNCT
cpos-328	48	35	and	and	CCONJ
cpos-328	48	36	high	high	ADJ
cpos-328	48	37	unemployment	unemployment	NOUN
cpos-328	48	38	in	in	ADP
cpos-328	48	39	germany	germany	PROPN
cpos-328	48	40	would	would	AUX
cpos-328	48	41	deter	deter	VERB
cpos-328	48	42	immigration	immigration	NOUN
cpos-328	48	43	(	(	PUNCT
cpos-328	48	44	alders	alder	NOUN
cpos-328	48	45	et	et	PROPN
cpos-328	48	46	al	al	PROPN
cpos-328	48	47	.	.	PROPN
cpos-328	48	48	2007	2007	NUM
cpos-328	48	49	:	:	PUNCT
cpos-328	48	50	60	60	NUM
cpos-328	48	51	)	)	PUNCT
cpos-328	48	52	.	.	PUNCT
cpos-328	49	1	all	all	PRON
cpos-328	49	2	of	of	ADP
cpos-328	49	3	these	these	DET
cpos-328	49	4	trends	trend	NOUN
cpos-328	49	5	have	have	AUX
cpos-328	49	6	seen	see	VERB
cpos-328	49	7	a	a	DET
cpos-328	49	8	drastic	drastic	ADJ
cpos-328	49	9	reversal	reversal	NOUN
cpos-328	49	10	just	just	ADV
cpos-328	49	11	a	a	DET
cpos-328	49	12	few	few	ADJ
cpos-328	49	13	years	year	NOUN
cpos-328	49	14	after	after	ADP
cpos-328	49	15	publication	publication	NOUN
cpos-328	49	16	of	of	ADP
cpos-328	49	17	the	the	DET
cpos-328	49	18	forecasts	forecast	NOUN
cpos-328	49	19	.	.	PUNCT
cpos-328	50	1	evidently	evidently	ADV
cpos-328	50	2	,	,	PUNCT
cpos-328	50	3	it	it	PRON
cpos-328	50	4	is	be	AUX
cpos-328	50	5	still	still	ADV
cpos-328	50	6	unclear	unclear	ADJ
cpos-328	50	7	whether	whether	SCONJ
cpos-328	50	8	net	net	ADJ
cpos-328	50	9	migration	migration	NOUN
cpos-328	50	10	to	to	ADP
cpos-328	50	11	germany	germany	PROPN
cpos-328	50	12	will	will	AUX
cpos-328	50	13	remain	remain	VERB
cpos-328	50	14	higher	high	ADJ
cpos-328	50	15	than	than	ADP
cpos-328	50	16	the	the	DET
cpos-328	50	17	federal	federal	ADJ
cpos-328	50	18	statistical	statistical	ADJ
cpos-328	50	19	offi	offi	PROPN
cpos-328	50	20	ce	ce	PROPN
cpos-328	50	21	’s	’s	PART
cpos-328	50	22	“	"	PUNCT
cpos-328	50	23	high	high	ADJ
cpos-328	50	24	immigration	immigration	NOUN
cpos-328	50	25	”	"	PUNCT
cpos-328	50	26	variant	variant	NOUN
cpos-328	50	27	of	of	ADP
cpos-328	50	28	200,000	200,000	NUM
cpos-328	50	29	people	people	NOUN
cpos-328	50	30	per	per	ADP
cpos-328	50	31	year	year	NOUN
cpos-328	50	32	as	as	SCONJ
cpos-328	50	33	is	be	AUX
cpos-328	50	34	currently	currently	ADV
cpos-328	50	35	the	the	DET
cpos-328	50	36	case	case	NOUN
cpos-328	50	37	(	(	PUNCT
cpos-328	50	38	in	in	ADP
cpos-328	50	39	2018	2018	NUM
cpos-328	50	40	,	,	PUNCT
cpos-328	50	41	this	this	DET
cpos-328	50	42	fi	fi	NOUN
cpos-328	50	43	gure	gure	NOUN
cpos-328	50	44	was	be	AUX
cpos-328	50	45	386,000	386,000	NUM
cpos-328	50	46	)	)	PUNCT
cpos-328	50	47	,	,	PUNCT
cpos-328	50	48	or	or	CCONJ
cpos-328	50	49	whether	whether	SCONJ
cpos-328	50	50	it	it	PRON
cpos-328	50	51	will	will	AUX
cpos-328	50	52	,	,	PUNCT
cpos-328	50	53	for	for	ADP
cpos-328	50	54	instance	instance	NOUN
cpos-328	50	55	,	,	PUNCT
cpos-328	50	56	drop	drop	VERB
cpos-328	50	57	to	to	ADP
cpos-328	50	58	the	the	DET
cpos-328	50	59	previous	previous	ADJ
cpos-328	50	60	decade	decade	NOUN
cpos-328	50	61	’s	’s	PART
cpos-328	50	62	(	(	PUNCT
cpos-328	50	63	2000	2000	NUM
cpos-328	50	64	-	-	SYM
cpos-328	50	65	2009	2009	NUM
cpos-328	50	66	)	)	PUNCT
cpos-328	50	67	average	average	ADJ
cpos-328	50	68	fi	fi	NOUN
cpos-328	50	69	gure	gure	NOUN
cpos-328	50	70	of	of	ADP
cpos-328	50	71	just	just	ADV
cpos-328	50	72	96,000	96,000	NUM
cpos-328	50	73	.	.	PUNCT
cpos-328	51	1	but	but	CCONJ
cpos-328	51	2	migration	migration	NOUN
cpos-328	51	3	has	have	VERB
cpos-328	51	4	by	by	ADP
cpos-328	51	5	far	far	ADV
cpos-328	51	6	the	the	DET
cpos-328	51	7	largest	large	ADJ
cpos-328	51	8	impact	impact	NOUN
cpos-328	51	9	on	on	ADP
cpos-328	51	10	the	the	DET
cpos-328	51	11	accuracy	accuracy	NOUN
cpos-328	51	12	of	of	ADP
cpos-328	51	13	demographic	demographic	ADJ
cpos-328	51	14	forecasts	forecast	NOUN
cpos-328	51	15	(	(	PUNCT
cpos-328	51	16	e.g.	e.g.	ADV
cpos-328	51	17	weber	weber	PROPN
cpos-328	51	18	2015a	2015a	NUM
cpos-328	51	19	)	)	PUNCT
cpos-328	51	20	.	.	PUNCT
cpos-328	52	1	fertility	fertility	NOUN
cpos-328	52	2	and	and	CCONJ
cpos-328	52	3	mortality	mortality	NOUN
cpos-328	52	4	have	have	AUX
cpos-328	52	5	only	only	ADV
cpos-328	52	6	changed	change	VERB
cpos-328	52	7	gradually	gradually	ADV
cpos-328	52	8	throughout	throughout	ADP
cpos-328	52	9	the	the	DET
cpos-328	52	10	past	past	ADJ
cpos-328	52	11	decades	decade	NOUN
cpos-328	52	12	,	,	PUNCT
cpos-328	52	13	but	but	CCONJ
cpos-328	52	14	migration	migration	NOUN
cpos-328	52	15	has	have	AUX
cpos-328	52	16	been	be	AUX
cpos-328	52	17	very	very	ADV
cpos-328	52	18	volatile	volatile	ADJ
cpos-328	52	19	,	,	PUNCT
cpos-328	52	20	changing	change	VERB
cpos-328	52	21	from	from	ADP
cpos-328	52	22	negative	negative	ADJ
cpos-328	52	23	net	net	ADJ
cpos-328	52	24	migration	migration	NOUN
cpos-328	52	25	in	in	ADP
cpos-328	52	26	2009	2009	NUM
cpos-328	52	27	to	to	ADP
cpos-328	52	28	a	a	DET
cpos-328	52	29	historical	historical	ADJ
cpos-328	52	30	record	record	NOUN
cpos-328	52	31	fi	fi	NOUN
cpos-328	52	32	gure	gure	NOUN
cpos-328	52	33	in	in	ADP
cpos-328	52	34	2015	2015	NUM
cpos-328	52	35	,	,	PUNCT
cpos-328	52	36	all	all	ADV
cpos-328	52	37	within	within	ADP
cpos-328	52	38	the	the	DET
cpos-328	52	39	space	space	NOUN
cpos-328	52	40	of	of	ADP
cpos-328	52	41	a	a	DET
cpos-328	52	42	few	few	ADJ
cpos-328	52	43	years	year	NOUN
cpos-328	52	44	.	.	PUNCT
cpos-328	53	1	moreover	moreover	ADV
cpos-328	53	2	,	,	PUNCT
cpos-328	53	3	contrary	contrary	ADV
cpos-328	53	4	to	to	ADP
cpos-328	53	5	previous	previous	ADJ
cpos-328	53	6	occasions	occasion	NOUN
cpos-328	53	7	when	when	SCONJ
cpos-328	53	8	vast	vast	ADJ
cpos-328	53	9	differences	difference	NOUN
cpos-328	53	10	were	be	AUX
cpos-328	53	11	recorded	record	VERB
cpos-328	53	12	in	in	ADP
cpos-328	53	13	fertility	fertility	NOUN
cpos-328	53	14	or	or	CCONJ
cpos-328	53	15	mortality	mortality	NOUN
cpos-328	53	16	rates	rate	NOUN
cpos-328	53	17	between	between	ADP
cpos-328	53	18	cities	city	NOUN
cpos-328	53	19	and	and	CCONJ
cpos-328	53	20	rural	rural	ADJ
cpos-328	53	21	areas	area	NOUN
cpos-328	53	22	,	,	PUNCT
cpos-328	53	23	today	today	NOUN
cpos-328	53	24	there	there	PRON
cpos-328	53	25	are	be	VERB
cpos-328	53	26	only	only	ADV
cpos-328	53	27	minor	minor	ADJ
cpos-328	53	28	differences	difference	NOUN
cpos-328	53	29	across	across	ADP
cpos-328	53	30	german	german	ADJ
cpos-328	53	31	regions	region	NOUN
cpos-328	53	32	as	as	ADV
cpos-328	53	33	far	far	ADV
cpos-328	53	34	as	as	SCONJ
cpos-328	53	35	these	these	DET
cpos-328	53	36	two	two	NUM
cpos-328	53	37	indicators	indicator	NOUN
cpos-328	53	38	are	be	AUX
cpos-328	53	39	concerned	concern	VERB
cpos-328	53	40	(	(	PUNCT
cpos-328	53	41	bujard	bujard	NOUN
cpos-328	53	42	/	/	SYM
cpos-328	53	43	scheller	scheller	NOUN
cpos-328	53	44	2017	2017	NUM
cpos-328	53	45	)	)	PUNCT
cpos-328	53	46	.	.	PUNCT
cpos-328	54	1	thus	thus	ADV
cpos-328	54	2	,	,	PUNCT
cpos-328	54	3	the	the	DET
cpos-328	54	4	uncertainty	uncertainty	NOUN
cpos-328	54	5	of	of	ADP
cpos-328	54	6	demographic	demographic	ADJ
cpos-328	54	7	forecasts	forecast	NOUN
cpos-328	54	8	for	for	ADP
cpos-328	54	9	cities	city	NOUN
cpos-328	54	10	and	and	CCONJ
cpos-328	54	11	regions	region	NOUN
cpos-328	54	12	stems	stem	VERB
cpos-328	54	13	mainly	mainly	ADV
cpos-328	54	14	from	from	ADP
cpos-328	54	15	inter	inter	ADJ
cpos-328	54	16	-	-	ADJ
cpos-328	54	17	regional	regional	ADJ
cpos-328	54	18	and	and	CCONJ
cpos-328	54	19	international	international	ADJ
cpos-328	54	20	migration	migration	NOUN
cpos-328	54	21	.	.	PUNCT
cpos-328	55	1	how	how	SCONJ
cpos-328	55	2	well	well	ADV
cpos-328	55	3	,	,	PUNCT
cpos-328	55	4	then	then	ADV
cpos-328	55	5	,	,	PUNCT
cpos-328	55	6	can	can	AUX
cpos-328	55	7	regional	regional	ADJ
cpos-328	55	8	population	population	NOUN
cpos-328	55	9	fi	fi	NOUN
cpos-328	55	10	gures	gure	NOUN
cpos-328	55	11	be	be	AUX
cpos-328	55	12	forecast	forecast	VERB
cpos-328	55	13	into	into	ADP
cpos-328	55	14	the	the	DET
cpos-328	55	15	future	future	NOUN
cpos-328	55	16	?	?	PUNCT
cpos-328	56	1	the	the	DET
cpos-328	56	2	aim	aim	NOUN
cpos-328	56	3	of	of	ADP
cpos-328	56	4	this	this	DET
cpos-328	56	5	study	study	NOUN
cpos-328	56	6	is	be	AUX
cpos-328	56	7	to	to	PART
cpos-328	56	8	develop	develop	VERB
cpos-328	56	9	a	a	DET
cpos-328	56	10	model	model	NOUN
cpos-328	56	11	to	to	PART
cpos-328	56	12	predict	predict	VERB
cpos-328	56	13	future	future	ADJ
cpos-328	56	14	net	net	ADJ
cpos-328	56	15	migration	migration	NOUN
cpos-328	56	16	(	(	PUNCT
cpos-328	56	17	including	include	VERB
cpos-328	56	18	both	both	CCONJ
cpos-328	56	19	within	within	ADP
cpos-328	56	20	-	-	PUNCT
cpos-328	56	21	country	country	NOUN
cpos-328	56	22	mobility	mobility	NOUN
cpos-328	56	23	and	and	CCONJ
cpos-328	56	24	international	international	ADJ
cpos-328	56	25	migration	migration	NOUN
cpos-328	56	26	)	)	PUNCT
cpos-328	56	27	for	for	ADP
cpos-328	56	28	german	german	ADJ
cpos-328	56	29	municipalities	municipality	NOUN
cpos-328	56	30	based	base	VERB
cpos-328	56	31	on	on	ADP
cpos-328	56	32	various	various	ADJ
cpos-328	56	33	socio	socio	NOUN
cpos-328	56	34	-	-	PUNCT
cpos-328	56	35	economic	economic	ADJ
cpos-328	56	36	,	,	PUNCT
cpos-328	56	37	demographic	demographic	ADJ
cpos-328	56	38	,	,	PUNCT
cpos-328	56	39	and	and	CCONJ
cpos-328	56	40	geographic	geographic	ADJ
cpos-328	56	41	characteristics	characteristic	NOUN
cpos-328	56	42	.	.	PUNCT
cpos-328	57	1	we	we	PRON
cpos-328	57	2	focus	focus	VERB
cpos-328	57	3	on	on	ADP
cpos-328	57	4	relocations	relocation	NOUN
cpos-328	57	5	into	into	ADP
cpos-328	57	6	municipalities	municipality	NOUN
cpos-328	57	7	by	by	ADP
cpos-328	57	8	two	two	NUM
cpos-328	57	9	demographic	demographic	ADJ
cpos-328	57	10	groups	group	NOUN
cpos-328	57	11	,	,	PUNCT
cpos-328	57	12	namely	namely	ADV
cpos-328	57	13	young	young	ADJ
cpos-328	57	14	people	people	NOUN
cpos-328	57	15	aged	age	VERB
cpos-328	57	16	18	18	NUM
cpos-328	57	17	to	to	PART
cpos-328	57	18	24	24	NUM
cpos-328	57	19	years	year	NOUN
cpos-328	57	20	,	,	PUNCT
cpos-328	57	21	and	and	CCONJ
cpos-328	57	22	middle	middle	ADJ
cpos-328	57	23	-	-	PUNCT
cpos-328	57	24	aged	aged	ADJ
cpos-328	57	25	families	family	NOUN
cpos-328	57	26	(	(	PUNCT
cpos-328	57	27	people	people	NOUN
cpos-328	57	28	aged	age	VERB
cpos-328	57	29	30	30	NUM
cpos-328	57	30	to	to	ADP
cpos-328	57	31	49	49	NUM
cpos-328	57	32	with	with	ADP
cpos-328	57	33	underage	underage	ADJ
cpos-328	57	34	children	child	NOUN
cpos-328	57	35	)	)	PUNCT
cpos-328	57	36	.	.	PUNCT
cpos-328	58	1	attracting	attract	VERB
cpos-328	58	2	younger	young	ADJ
cpos-328	58	3	demographic	demographic	ADJ
cpos-328	58	4	groups	group	NOUN
cpos-328	58	5	is	be	AUX
cpos-328	58	6	often	often	ADV
cpos-328	58	7	stated	state	VERB
cpos-328	58	8	as	as	ADP
cpos-328	58	9	a	a	DET
cpos-328	58	10	goal	goal	NOUN
cpos-328	58	11	for	for	ADP
cpos-328	58	12	cities	city	NOUN
cpos-328	58	13	and	and	CCONJ
cpos-328	58	14	regions	region	NOUN
cpos-328	58	15	that	that	PRON
cpos-328	58	16	are	be	AUX
cpos-328	58	17	facing	face	VERB
cpos-328	58	18	population	population	NOUN
cpos-328	58	19	ageing	ageing	NOUN
cpos-328	58	20	and	and	CCONJ
cpos-328	58	21	decline	decline	NOUN
cpos-328	58	22	.	.	PUNCT
cpos-328	59	1	this	this	PRON
cpos-328	59	2	does	do	AUX
cpos-328	59	3	not	not	PART
cpos-328	59	4	mean	mean	VERB
cpos-328	59	5	that	that	SCONJ
cpos-328	59	6	only	only	ADJ
cpos-328	59	7	young	young	ADJ
cpos-328	59	8	people	people	NOUN
cpos-328	59	9	contribute	contribute	VERB
cpos-328	59	10	to	to	ADP
cpos-328	59	11	economic	economic	ADJ
cpos-328	59	12	growth	growth	NOUN
cpos-328	59	13	;	;	PUNCT
cpos-328	59	14	on	on	ADP
cpos-328	59	15	the	the	DET
cpos-328	59	16	contrary	contrary	NOUN
cpos-328	59	17	,	,	PUNCT
cpos-328	59	18	research	research	NOUN
cpos-328	59	19	fi	fi	NOUN
cpos-328	59	20	nds	nd	NOUN
cpos-328	59	21	that	that	SCONJ
cpos-328	59	22	having	have	VERB
cpos-328	59	23	many	many	ADJ
cpos-328	59	24	workers	worker	NOUN
cpos-328	59	25	in	in	ADP
cpos-328	59	26	their	their	PRON
cpos-328	59	27	forties	forty	NOUN
cpos-328	59	28	leads	lead	VERB
cpos-328	59	29	to	to	ADP
cpos-328	59	30	greater	great	ADJ
cpos-328	59	31	levels	level	NOUN
cpos-328	59	32	of	of	ADP
cpos-328	59	33	productivity	productivity	NOUN
cpos-328	59	34	in	in	ADP
cpos-328	59	35	a	a	DET
cpos-328	59	36	country	country	NOUN
cpos-328	59	37	as	as	SCONJ
cpos-328	59	38	opposed	oppose	VERB
cpos-328	59	39	to	to	ADP
cpos-328	59	40	having	have	VERB
cpos-328	59	41	a	a	DET
cpos-328	59	42	younger	young	ADJ
cpos-328	59	43	workforce	workforce	NOUN
cpos-328	59	44	(	(	PUNCT
cpos-328	59	45	feyrer	feyrer	NOUN
cpos-328	59	46	2007	2007	NUM
cpos-328	59	47	)	)	PUNCT
cpos-328	59	48	.	.	PUNCT
cpos-328	60	1	in	in	ADP
cpos-328	60	2	addition	addition	NOUN
cpos-328	60	3	,	,	PUNCT
cpos-328	60	4	many	many	ADJ
cpos-328	60	5	demographers	demographer	NOUN
cpos-328	60	6	challenge	challenge	VERB
cpos-328	60	7	the	the	DET
cpos-328	60	8	notion	notion	NOUN
cpos-328	60	9	that	that	SCONJ
cpos-328	60	10	low	low	ADJ
cpos-328	60	11	fertility	fertility	NOUN
cpos-328	60	12	and	and	CCONJ
cpos-328	60	13	population	population	NOUN
cpos-328	60	14	ageing	ageing	NOUN
cpos-328	60	15	are	be	AUX
cpos-328	60	16	per	per	ADP
cpos-328	60	17	se	se	X
cpos-328	60	18	problematic	problematic	ADJ
cpos-328	60	19	,	,	PUNCT
cpos-328	60	20	fi	fi	NOUN
cpos-328	60	21	nding	nde	VERB
cpos-328	60	22	that	that	DET
cpos-328	60	23	per	per	ADP
cpos-328	60	24	capita	capita	NOUN
cpos-328	60	25	income	income	NOUN
cpos-328	60	26	can	can	AUX
cpos-328	60	27	actually	actually	ADV
cpos-328	60	28	benefi	benefi	PROPN
cpos-328	60	29	t	t	PROPN
cpos-328	60	30	from	from	ADP
cpos-328	60	31	below	below	ADP
cpos-328	60	32	-	-	PUNCT
cpos-328	60	33	replacement	replacement	NOUN
cpos-328	60	34	fertility	fertility	NOUN
cpos-328	60	35	and	and	CCONJ
cpos-328	60	36	a	a	DET
cpos-328	60	37	moderately	moderately	ADV
cpos-328	60	38	declining	decline	VERB
cpos-328	60	39	population	population	NOUN
cpos-328	60	40	size	size	NOUN
cpos-328	60	41	(	(	PUNCT
cpos-328	60	42	lee	lee	PROPN
cpos-328	60	43	et	et	PROPN
cpos-328	60	44	al	al	PROPN
cpos-328	60	45	.	.	PROPN
cpos-328	60	46	2014	2014	NUM
cpos-328	60	47	)	)	PUNCT
cpos-328	60	48	.	.	PUNCT
cpos-328	61	1	there	there	PRON
cpos-328	61	2	are	be	VERB
cpos-328	61	3	many	many	ADJ
cpos-328	61	4	aspects	aspect	NOUN
cpos-328	61	5	,	,	PUNCT
cpos-328	61	6	including	include	VERB
cpos-328	61	7	environmental	environmental	ADJ
cpos-328	61	8	considerations	consideration	NOUN
cpos-328	61	9	,	,	PUNCT
cpos-328	61	10	that	that	PRON
cpos-328	61	11	might	might	AUX
cpos-328	61	12	be	be	AUX
cpos-328	61	13	taken	take	VERB
cpos-328	61	14	into	into	ADP
cpos-328	61	15	account	account	NOUN
cpos-328	61	16	in	in	ADP
cpos-328	61	17	a	a	DET
cpos-328	61	18	normative	normative	ADJ
cpos-328	61	19	discussion	discussion	NOUN
cpos-328	61	20	of	of	ADP
cpos-328	61	21	population	population	NOUN
cpos-328	61	22	ageing	age	VERB
cpos-328	61	23	and	and	CCONJ
cpos-328	61	24	decline	decline	NOUN
cpos-328	61	25	which	which	PRON
cpos-328	61	26	goes	go	VERB
cpos-328	61	27	beyond	beyond	ADP
cpos-328	61	28	the	the	DET
cpos-328	61	29	scope	scope	NOUN
cpos-328	61	30	of	of	ADP
cpos-328	61	31	this	this	DET
cpos-328	61	32	study	study	NOUN
cpos-328	61	33	.	.	PUNCT
cpos-328	62	1	nevertheless	nevertheless	ADV
cpos-328	62	2	,	,	PUNCT
cpos-328	62	3	younger	young	ADJ
cpos-328	62	4	people	people	NOUN
cpos-328	62	5	how	how	SCONJ
cpos-328	62	6	well	well	ADV
cpos-328	62	7	can	can	AUX
cpos-328	62	8	the	the	DET
cpos-328	62	9	migration	migration	NOUN
cpos-328	62	10	component	component	NOUN
cpos-328	62	11	of	of	ADP
cpos-328	62	12	regional	regional	ADJ
cpos-328	62	13	population	population	NOUN
cpos-328	62	14	change	change	NOUN
cpos-328	62	15	be	be	AUX
cpos-328	62	16	predicted	predict	VERB
cpos-328	62	17	?	?	PUNCT
cpos-328	63	1	•	•	NUM
cpos-328	63	2	147	147	NUM
cpos-328	63	3	are	be	AUX
cpos-328	63	4	clearly	clearly	ADV
cpos-328	63	5	regarded	regard	VERB
cpos-328	63	6	by	by	ADP
cpos-328	63	7	local	local	ADJ
cpos-328	63	8	governments	government	NOUN
cpos-328	63	9	as	as	ADP
cpos-328	63	10	an	an	DET
cpos-328	63	11	economic	economic	ADJ
cpos-328	63	12	advantage	advantage	NOUN
cpos-328	63	13	and	and	CCONJ
cpos-328	63	14	an	an	DET
cpos-328	63	15	asset	asset	NOUN
cpos-328	63	16	against	against	ADP
cpos-328	63	17	demographic	demographic	ADJ
cpos-328	63	18	ageing	ageing	NOUN
cpos-328	63	19	.	.	PUNCT
cpos-328	64	1	the	the	DET
cpos-328	64	2	question	question	NOUN
cpos-328	64	3	,	,	PUNCT
cpos-328	64	4	therefore	therefore	ADV
cpos-328	64	5	,	,	PUNCT
cpos-328	64	6	is	be	AUX
cpos-328	64	7	as	as	SCONJ
cpos-328	64	8	follows	follow	VERB
cpos-328	64	9	:	:	PUNCT
cpos-328	64	10	can	can	AUX
cpos-328	64	11	the	the	DET
cpos-328	64	12	migration	migration	NOUN
cpos-328	64	13	component	component	NOUN
cpos-328	64	14	of	of	ADP
cpos-328	64	15	regional	regional	ADJ
cpos-328	64	16	population	population	NOUN
cpos-328	64	17	change	change	NOUN
cpos-328	64	18	be	be	AUX
cpos-328	64	19	predicted	predict	VERB
cpos-328	64	20	at	at	ADV
cpos-328	64	21	all	all	ADV
cpos-328	64	22	?	?	PUNCT
cpos-328	65	1	or	or	CCONJ
cpos-328	65	2	are	be	AUX
cpos-328	65	3	the	the	DET
cpos-328	65	4	possibilities	possibility	NOUN
cpos-328	65	5	of	of	ADP
cpos-328	65	6	cities	city	NOUN
cpos-328	65	7	and	and	CCONJ
cpos-328	65	8	regions	region	NOUN
cpos-328	65	9	for	for	ADP
cpos-328	65	10	anticipating	anticipate	VERB
cpos-328	65	11	future	future	ADJ
cpos-328	65	12	demographic	demographic	ADJ
cpos-328	65	13	developments	development	NOUN
cpos-328	65	14	limited	limit	VERB
cpos-328	65	15	,	,	PUNCT
cpos-328	65	16	given	give	VERB
cpos-328	65	17	the	the	DET
cpos-328	65	18	recent	recent	ADJ
cpos-328	65	19	changes	change	NOUN
cpos-328	65	20	in	in	ADP
cpos-328	65	21	trends	trend	NOUN
cpos-328	65	22	?	?	PUNCT
cpos-328	66	1	2	2	NUM
cpos-328	66	2	regional	regional	ADJ
cpos-328	66	3	migration	migration	NOUN
cpos-328	66	4	in	in	ADP
cpos-328	66	5	germany	germany	PROPN
cpos-328	66	6	:	:	PUNCT
cpos-328	66	7	recent	recent	ADJ
cpos-328	66	8	trends	trend	NOUN
cpos-328	66	9	before	before	ADP
cpos-328	66	10	turning	turn	VERB
cpos-328	66	11	to	to	ADP
cpos-328	66	12	predictions	prediction	NOUN
cpos-328	66	13	,	,	PUNCT
cpos-328	66	14	it	it	PRON
cpos-328	66	15	is	be	AUX
cpos-328	66	16	fi	fi	NOUN
cpos-328	66	17	rst	rst	NOUN
cpos-328	66	18	instructive	instructive	ADJ
cpos-328	66	19	to	to	PART
cpos-328	66	20	look	look	VERB
cpos-328	66	21	at	at	ADP
cpos-328	66	22	descriptive	descriptive	ADJ
cpos-328	66	23	trends	trend	NOUN
cpos-328	66	24	in	in	ADP
cpos-328	66	25	residential	residential	ADJ
cpos-328	66	26	mobility	mobility	NOUN
cpos-328	66	27	and	and	CCONJ
cpos-328	66	28	migration	migration	NOUN
cpos-328	66	29	in	in	ADP
cpos-328	66	30	germany	germany	PROPN
cpos-328	66	31	in	in	ADP
cpos-328	66	32	recent	recent	ADJ
cpos-328	66	33	years	year	NOUN
cpos-328	66	34	.	.	PUNCT
cpos-328	67	1	these	these	DET
cpos-328	67	2	trends	trend	NOUN
cpos-328	67	3	constitute	constitute	VERB
cpos-328	67	4	the	the	DET
cpos-328	67	5	explanandum	explanandum	NOUN
cpos-328	67	6	and	and	CCONJ
cpos-328	67	7	the	the	DET
cpos-328	67	8	variation	variation	NOUN
cpos-328	67	9	that	that	PRON
cpos-328	67	10	can	can	AUX
cpos-328	67	11	be	be	AUX
cpos-328	67	12	captured	capture	VERB
cpos-328	67	13	by	by	ADP
cpos-328	67	14	the	the	DET
cpos-328	67	15	subsequent	subsequent	ADJ
cpos-328	67	16	models	model	NOUN
cpos-328	67	17	.	.	PUNCT
cpos-328	68	1	figures	figure	NOUN
cpos-328	68	2	2	2	NUM
cpos-328	68	3	and	and	CCONJ
cpos-328	68	4	3	3	NUM
cpos-328	68	5	show	show	VERB
cpos-328	68	6	the	the	DET
cpos-328	68	7	geographic	geographic	ADJ
cpos-328	68	8	variation	variation	NOUN
cpos-328	68	9	in	in	ADP
cpos-328	68	10	net	net	ADJ
cpos-328	68	11	migration	migration	NOUN
cpos-328	68	12	into	into	ADP
cpos-328	68	13	districts	district	NOUN
cpos-328	68	14	between	between	ADP
cpos-328	68	15	2011	2011	NUM
cpos-328	68	16	and	and	CCONJ
cpos-328	68	17	2015	2015	NUM
cpos-328	68	18	.	.	PUNCT
cpos-328	69	1	note	note	VERB
cpos-328	69	2	that	that	SCONJ
cpos-328	69	3	the	the	DET
cpos-328	69	4	numbers	number	NOUN
cpos-328	69	5	include	include	VERB
cpos-328	69	6	both	both	DET
cpos-328	69	7	international	international	ADJ
cpos-328	69	8	migrants	migrant	NOUN
cpos-328	69	9	as	as	ADV
cpos-328	69	10	well	well	ADV
cpos-328	69	11	as	as	ADP
cpos-328	69	12	within	within	ADP
cpos-328	69	13	-	-	PUNCT
cpos-328	69	14	country	country	NOUN
cpos-328	69	15	mobility	mobility	NOUN
cpos-328	69	16	.	.	PUNCT
cpos-328	70	1	as	as	SCONJ
cpos-328	70	2	figure	figure	NOUN
cpos-328	70	3	2	2	NUM
cpos-328	70	4	shows	show	NOUN
cpos-328	70	5	,	,	PUNCT
cpos-328	70	6	young	young	ADJ
cpos-328	70	7	people	people	NOUN
cpos-328	70	8	aged	age	VERB
cpos-328	70	9	18	18	NUM
cpos-328	70	10	to	to	PART
cpos-328	70	11	24	24	NUM
cpos-328	70	12	years	year	NOUN
cpos-328	70	13	display	display	VERB
cpos-328	70	14	a	a	DET
cpos-328	70	15	clear	clear	ADJ
cpos-328	70	16	pattern	pattern	NOUN
cpos-328	70	17	of	of	ADP
cpos-328	70	18	leaving	leave	VERB
cpos-328	70	19	rural	rural	ADJ
cpos-328	70	20	areas	area	NOUN
cpos-328	70	21	and	and	CCONJ
cpos-328	70	22	moving	move	VERB
cpos-328	70	23	into	into	ADP
cpos-328	70	24	big	big	ADJ
cpos-328	70	25	cities	city	NOUN
cpos-328	70	26	.	.	PUNCT
cpos-328	71	1	there	there	PRON
cpos-328	71	2	are	be	VERB
cpos-328	71	3	a	a	DET
cpos-328	71	4	few	few	ADJ
cpos-328	71	5	notable	notable	ADJ
cpos-328	71	6	differences	difference	NOUN
cpos-328	71	7	across	across	ADP
cpos-328	71	8	regions	region	NOUN
cpos-328	71	9	,	,	PUNCT
cpos-328	71	10	though	though	ADV
cpos-328	71	11	.	.	PUNCT
cpos-328	72	1	the	the	DET
cpos-328	72	2	surrounding	surround	VERB
cpos-328	72	3	areas	area	NOUN
cpos-328	72	4	of	of	ADP
cpos-328	72	5	berlin	berlin	PROPN
cpos-328	72	6	or	or	CCONJ
cpos-328	72	7	dresden	dresden	PROPN
cpos-328	72	8	see	see	VERB
cpos-328	72	9	many	many	ADJ
cpos-328	72	10	of	of	ADP
cpos-328	72	11	their	their	PRON
cpos-328	72	12	young	young	ADJ
cpos-328	72	13	inhabitants	inhabitant	NOUN
cpos-328	72	14	leave	leave	VERB
cpos-328	72	15	for	for	ADP
cpos-328	72	16	the	the	DET
cpos-328	72	17	cities	city	NOUN
cpos-328	72	18	.	.	PUNCT
cpos-328	73	1	in	in	ADP
cpos-328	73	2	munich	munich	PROPN
cpos-328	73	3	or	or	CCONJ
cpos-328	73	4	stuttgart	stuttgart	PROPN
cpos-328	73	5	,	,	PUNCT
cpos-328	73	6	by	by	ADP
cpos-328	73	7	contrast	contrast	NOUN
cpos-328	73	8	,	,	PUNCT
cpos-328	73	9	the	the	DET
cpos-328	73	10	surrounding	surround	VERB
cpos-328	73	11	districts	district	NOUN
cpos-328	73	12	are	be	AUX
cpos-328	73	13	gaining	gain	VERB
cpos-328	73	14	young	young	ADJ
cpos-328	73	15	inhabitants	inhabitant	NOUN
cpos-328	73	16	as	as	ADV
cpos-328	73	17	well	well	ADV
cpos-328	73	18	.	.	PUNCT
cpos-328	74	1	the	the	DET
cpos-328	74	2	geographic	geographic	ADJ
cpos-328	74	3	pattern	pattern	NOUN
cpos-328	74	4	for	for	ADP
cpos-328	74	5	families	family	NOUN
cpos-328	74	6	with	with	ADP
cpos-328	74	7	underage	underage	ADJ
cpos-328	74	8	children	child	NOUN
cpos-328	74	9	(	(	PUNCT
cpos-328	74	10	fig	fig	NOUN
cpos-328	74	11	.	.	PUNCT
cpos-328	74	12	3	3	X
cpos-328	74	13	)	)	PUNCT
cpos-328	74	14	stands	stand	VERB
cpos-328	74	15	in	in	ADP
cpos-328	74	16	marked	marked	ADJ
cpos-328	74	17	contrast	contrast	NOUN
cpos-328	74	18	to	to	ADP
cpos-328	74	19	the	the	DET
cpos-328	74	20	mobility	mobility	NOUN
cpos-328	74	21	behaviour	behaviour	NOUN
cpos-328	74	22	of	of	ADP
cpos-328	74	23	young	young	ADJ
cpos-328	74	24	adults	adult	NOUN
cpos-328	74	25	.	.	PUNCT
cpos-328	75	1	looking	look	VERB
cpos-328	75	2	at	at	ADP
cpos-328	75	3	middle	middle	ADJ
cpos-328	75	4	-	-	PUNCT
cpos-328	75	5	aged	aged	ADJ
cpos-328	75	6	people	people	NOUN
cpos-328	75	7	and	and	CCONJ
cpos-328	75	8	children	child	NOUN
cpos-328	75	9	,	,	PUNCT
cpos-328	75	10	we	we	PRON
cpos-328	75	11	see	see	VERB
cpos-328	75	12	big	big	ADJ
cpos-328	75	13	cities	city	NOUN
cpos-328	75	14	mostly	mostly	ADV
cpos-328	75	15	losing	lose	VERB
cpos-328	75	16	these	these	DET
cpos-328	75	17	inhabitants	inhabitant	NOUN
cpos-328	75	18	while	while	SCONJ
cpos-328	75	19	the	the	DET
cpos-328	75	20	suburban	suburban	ADJ
cpos-328	75	21	areas	area	NOUN
cpos-328	75	22	,	,	PUNCT
cpos-328	75	23	especially	especially	ADV
cpos-328	75	24	around	around	ADP
cpos-328	75	25	berlin	berlin	PROPN
cpos-328	75	26	and	and	CCONJ
cpos-328	75	27	munich	munich	PROPN
cpos-328	75	28	,	,	PUNCT
cpos-328	75	29	show	show	VERB
cpos-328	75	30	a	a	DET
cpos-328	75	31	massive	massive	ADJ
cpos-328	75	32	increase	increase	NOUN
cpos-328	75	33	.	.	PUNCT
cpos-328	76	1	it	it	PRON
cpos-328	76	2	is	be	AUX
cpos-328	76	3	also	also	ADV
cpos-328	76	4	important	important	ADJ
cpos-328	76	5	to	to	PART
cpos-328	76	6	look	look	VERB
cpos-328	76	7	at	at	ADP
cpos-328	76	8	the	the	DET
cpos-328	76	9	temporal	temporal	ADJ
cpos-328	76	10	stability	stability	NOUN
cpos-328	76	11	of	of	ADP
cpos-328	76	12	these	these	DET
cpos-328	76	13	trends	trend	NOUN
cpos-328	76	14	.	.	PUNCT
cpos-328	77	1	figure	figure	VERB
cpos-328	77	2	4	4	NUM
cpos-328	77	3	shows	show	VERB
cpos-328	77	4	changes	change	NOUN
cpos-328	77	5	in	in	ADP
cpos-328	77	6	migration	migration	NOUN
cpos-328	77	7	rates	rate	NOUN
cpos-328	77	8	among	among	ADP
cpos-328	77	9	young	young	ADJ
cpos-328	77	10	adults	adult	NOUN
cpos-328	77	11	as	as	ADV
cpos-328	77	12	well	well	ADV
cpos-328	77	13	as	as	ADP
cpos-328	77	14	families	family	NOUN
cpos-328	77	15	in	in	ADP
cpos-328	77	16	the	the	DET
cpos-328	77	17	13	13	NUM
cpos-328	77	18	largest	large	ADJ
cpos-328	77	19	german	german	ADJ
cpos-328	77	20	cities	city	NOUN
cpos-328	77	21	with	with	ADP
cpos-328	77	22	a	a	DET
cpos-328	77	23	population	population	NOUN
cpos-328	77	24	size	size	NOUN
cpos-328	77	25	of	of	ADP
cpos-328	77	26	at	at	ADV
cpos-328	77	27	least	least	ADV
cpos-328	77	28	500,000	500,000	NUM
cpos-328	77	29	.	.	PUNCT
cpos-328	78	1	as	as	SCONJ
cpos-328	78	2	the	the	DET
cpos-328	78	3	graph	graph	NOUN
cpos-328	78	4	shows	show	NOUN
cpos-328	78	5	,	,	PUNCT
cpos-328	78	6	the	the	DET
cpos-328	78	7	changes	change	NOUN
cpos-328	78	8	in	in	ADP
cpos-328	78	9	the	the	DET
cpos-328	78	10	young	young	ADJ
cpos-328	78	11	-	-	PUNCT
cpos-328	78	12	age	age	NOUN
cpos-328	78	13	(	(	PUNCT
cpos-328	78	14	18	18	NUM
cpos-328	78	15	to	to	PART
cpos-328	78	16	24	24	NUM
cpos-328	78	17	years	year	NOUN
cpos-328	78	18	)	)	PUNCT
cpos-328	78	19	migration	migration	NOUN
cpos-328	78	20	rates	rate	NOUN
cpos-328	78	21	were	be	AUX
cpos-328	78	22	generally	generally	ADV
cpos-328	78	23	small	small	ADJ
cpos-328	78	24	between	between	ADP
cpos-328	78	25	2005	2005	NUM
cpos-328	78	26	and	and	CCONJ
cpos-328	78	27	2015	2015	NUM
cpos-328	78	28	.	.	PUNCT
cpos-328	79	1	even	even	ADV
cpos-328	79	2	as	as	ADV
cpos-328	79	3	early	early	ADV
cpos-328	79	4	as	as	ADP
cpos-328	79	5	the	the	DET
cpos-328	79	6	period	period	NOUN
cpos-328	79	7	between	between	ADP
cpos-328	79	8	2005	2005	NUM
cpos-328	79	9	and	and	CCONJ
cpos-328	79	10	2009	2009	NUM
cpos-328	79	11	,	,	PUNCT
cpos-328	79	12	all	all	DET
cpos-328	79	13	cities	city	NOUN
cpos-328	79	14	were	be	AUX
cpos-328	79	15	gaining	gain	VERB
cpos-328	79	16	many	many	ADJ
cpos-328	79	17	young	young	ADJ
cpos-328	79	18	adults	adult	NOUN
cpos-328	79	19	on	on	ADP
cpos-328	79	20	balance	balance	NOUN
cpos-328	79	21	(	(	PUNCT
cpos-328	79	22	see	see	VERB
cpos-328	79	23	x	x	NOUN
cpos-328	79	24	-	-	NOUN
cpos-328	79	25	axis	axis	ADJ
cpos-328	79	26	)	)	PUNCT
cpos-328	79	27	,	,	PUNCT
cpos-328	79	28	and	and	CCONJ
cpos-328	79	29	this	this	DET
cpos-328	79	30	pattern	pattern	NOUN
cpos-328	79	31	remained	remain	VERB
cpos-328	79	32	stable	stable	ADJ
cpos-328	79	33	up	up	ADP
cpos-328	79	34	to	to	ADP
cpos-328	79	35	2015	2015	NUM
cpos-328	79	36	.	.	PUNCT
cpos-328	80	1	leipzig	leipzig	NOUN
cpos-328	80	2	is	be	AUX
cpos-328	80	3	an	an	DET
cpos-328	80	4	exception	exception	NOUN
cpos-328	80	5	.	.	PUNCT
cpos-328	81	1	here	here	ADV
cpos-328	81	2	,	,	PUNCT
cpos-328	81	3	the	the	DET
cpos-328	81	4	net	net	ADJ
cpos-328	81	5	migration	migration	NOUN
cpos-328	81	6	rate	rate	NOUN
cpos-328	81	7	of	of	ADP
cpos-328	81	8	young	young	ADJ
cpos-328	81	9	adults	adult	NOUN
cpos-328	81	10	doubled	double	VERB
cpos-328	81	11	,	,	PUNCT
cpos-328	81	12	making	make	VERB
cpos-328	81	13	the	the	DET
cpos-328	81	14	east	east	ADJ
cpos-328	81	15	german	german	ADJ
cpos-328	81	16	city	city	NOUN
cpos-328	81	17	the	the	DET
cpos-328	81	18	most	most	ADV
cpos-328	81	19	popular	popular	ADJ
cpos-328	81	20	destination	destination	NOUN
cpos-328	81	21	(	(	PUNCT
cpos-328	81	22	per	per	ADP
cpos-328	81	23	capita	capita	NOUN
cpos-328	81	24	)	)	PUNCT
cpos-328	81	25	for	for	ADP
cpos-328	81	26	young	young	ADJ
cpos-328	81	27	people	people	NOUN
cpos-328	81	28	between	between	ADP
cpos-328	81	29	2011	2011	NUM
cpos-328	81	30	and	and	CCONJ
cpos-328	81	31	2015	2015	NUM
cpos-328	81	32	,	,	PUNCT
cpos-328	81	33	followed	follow	VERB
cpos-328	81	34	by	by	ADP
cpos-328	81	35	nearby	nearby	PROPN
cpos-328	81	36	dresden	dresden	PROPN
cpos-328	81	37	.	.	PUNCT
cpos-328	82	1	munich	munich	PROPN
cpos-328	82	2	,	,	PUNCT
cpos-328	82	3	previously	previously	ADV
cpos-328	82	4	the	the	DET
cpos-328	82	5	most	most	ADV
cpos-328	82	6	popular	popular	ADJ
cpos-328	82	7	city	city	NOUN
cpos-328	82	8	among	among	ADP
cpos-328	82	9	18	18	NUM
cpos-328	82	10	to	to	PART
cpos-328	82	11	24	24	NUM
cpos-328	82	12	age	age	NOUN
cpos-328	82	13	group	group	NOUN
cpos-328	82	14	,	,	PUNCT
cpos-328	82	15	is	be	AUX
cpos-328	82	16	the	the	DET
cpos-328	82	17	only	only	ADJ
cpos-328	82	18	major	major	ADJ
cpos-328	82	19	city	city	NOUN
cpos-328	82	20	where	where	SCONJ
cpos-328	82	21	the	the	DET
cpos-328	82	22	migration	migration	NOUN
cpos-328	82	23	rate	rate	NOUN
cpos-328	82	24	decreased	decrease	VERB
cpos-328	82	25	slightly	slightly	ADV
cpos-328	82	26	over	over	ADP
cpos-328	82	27	time	time	NOUN
cpos-328	82	28	,	,	PUNCT
cpos-328	82	29	presumably	presumably	ADV
cpos-328	82	30	due	due	ADP
cpos-328	82	31	to	to	ADP
cpos-328	82	32	housing	housing	NOUN
cpos-328	82	33	prices	price	NOUN
cpos-328	82	34	that	that	PRON
cpos-328	82	35	are	be	AUX
cpos-328	82	36	unrivalled	unrivalle	VERB
cpos-328	82	37	in	in	ADP
cpos-328	82	38	all	all	PRON
cpos-328	82	39	of	of	ADP
cpos-328	82	40	germany	germany	PROPN
cpos-328	82	41	.	.	PUNCT
cpos-328	83	1	nevertheless	nevertheless	ADV
cpos-328	83	2	,	,	PUNCT
cpos-328	83	3	the	the	DET
cpos-328	83	4	greater	great	ADJ
cpos-328	83	5	munich	munich	PROPN
cpos-328	83	6	area	area	NOUN
cpos-328	83	7	attracts	attract	VERB
cpos-328	83	8	large	large	ADJ
cpos-328	83	9	numbers	number	NOUN
cpos-328	83	10	of	of	ADP
cpos-328	83	11	young	young	ADJ
cpos-328	83	12	people	people	NOUN
cpos-328	83	13	who	who	PRON
cpos-328	83	14	move	move	VERB
cpos-328	83	15	there	there	ADV
cpos-328	83	16	from	from	ADP
cpos-328	83	17	other	other	ADJ
cpos-328	83	18	parts	part	NOUN
cpos-328	83	19	of	of	ADP
cpos-328	83	20	the	the	DET
cpos-328	83	21	country	country	NOUN
cpos-328	83	22	in	in	ADP
cpos-328	83	23	order	order	NOUN
cpos-328	83	24	to	to	PART
cpos-328	83	25	work	work	VERB
cpos-328	83	26	or	or	CCONJ
cpos-328	83	27	study	study	VERB
cpos-328	83	28	there	there	ADV
cpos-328	83	29	.	.	PUNCT
cpos-328	84	1	if	if	SCONJ
cpos-328	84	2	,	,	PUNCT
cpos-328	84	3	by	by	ADP
cpos-328	84	4	contrast	contrast	NOUN
cpos-328	84	5	,	,	PUNCT
cpos-328	84	6	we	we	PRON
cpos-328	84	7	look	look	VERB
cpos-328	84	8	at	at	ADP
cpos-328	84	9	changes	change	NOUN
cpos-328	84	10	in	in	ADP
cpos-328	84	11	the	the	DET
cpos-328	84	12	vertical	vertical	ADJ
cpos-328	84	13	dimension	dimension	NOUN
cpos-328	84	14	in	in	ADP
cpos-328	84	15	figure	figure	NOUN
cpos-328	84	16	4	4	NUM
cpos-328	84	17	,	,	PUNCT
cpos-328	84	18	the	the	DET
cpos-328	84	19	picture	picture	NOUN
cpos-328	84	20	looks	look	VERB
cpos-328	84	21	drastically	drastically	ADV
cpos-328	84	22	different	different	ADJ
cpos-328	84	23	.	.	PUNCT
cpos-328	85	1	during	during	ADP
cpos-328	85	2	the	the	DET
cpos-328	85	3	period	period	NOUN
cpos-328	85	4	between	between	ADP
cpos-328	85	5	2005	2005	NUM
cpos-328	85	6	and	and	CCONJ
cpos-328	85	7	2009	2009	NUM
cpos-328	85	8	,	,	PUNCT
cpos-328	85	9	all	all	DET
cpos-328	85	10	13	13	NUM
cpos-328	85	11	large	large	ADJ
cpos-328	85	12	german	german	ADJ
cpos-328	85	13	cities	city	NOUN
cpos-328	85	14	were	be	AUX
cpos-328	85	15	characterised	characterise	VERB
cpos-328	85	16	by	by	ADP
cpos-328	85	17	a	a	DET
cpos-328	85	18	negative	negative	ADJ
cpos-328	85	19	net	net	ADJ
cpos-328	85	20	migration	migration	NOUN
cpos-328	85	21	rate	rate	NOUN
cpos-328	85	22	among	among	ADP
cpos-328	85	23	the	the	DET
cpos-328	85	24	age	age	NOUN
cpos-328	85	25	groups	group	NOUN
cpos-328	85	26	30	30	NUM
cpos-328	85	27	to	to	ADP
cpos-328	85	28	49	49	NUM
cpos-328	85	29	and	and	CCONJ
cpos-328	85	30	0	0	NUM
cpos-328	85	31	to	to	ADP
cpos-328	85	32	17	17	NUM
cpos-328	85	33	years	year	NOUN
cpos-328	85	34	.	.	PUNCT
cpos-328	86	1	families	family	NOUN
cpos-328	86	2	had	have	AUX
cpos-328	86	3	,	,	PUNCT
cpos-328	86	4	on	on	ADP
cpos-328	86	5	average	average	ADJ
cpos-328	86	6	,	,	PUNCT
cpos-328	86	7	left	leave	VERB
cpos-328	86	8	these	these	DET
cpos-328	86	9	cities	city	NOUN
cpos-328	86	10	for	for	ADP
cpos-328	86	11	the	the	DET
cpos-328	86	12	surrounding	surround	VERB
cpos-328	86	13	districts	district	NOUN
cpos-328	86	14	.	.	PUNCT
cpos-328	87	1	just	just	ADV
cpos-328	87	2	a	a	DET
cpos-328	87	3	few	few	ADJ
cpos-328	87	4	years	year	NOUN
cpos-328	87	5	later	later	ADV
cpos-328	87	6	,	,	PUNCT
cpos-328	87	7	however	however	ADV
cpos-328	87	8	,	,	PUNCT
cpos-328	87	9	this	this	DET
cpos-328	87	10	trend	trend	NOUN
cpos-328	87	11	had	have	AUX
cpos-328	87	12	reversed	reverse	VERB
cpos-328	87	13	and	and	CCONJ
cpos-328	87	14	eight	eight	NUM
cpos-328	87	15	out	out	ADP
cpos-328	87	16	of	of	ADP
cpos-328	87	17	13	13	NUM
cpos-328	87	18	cities	city	NOUN
cpos-328	87	19	are	be	AUX
cpos-328	87	20	now	now	ADV
cpos-328	87	21	net	net	ADJ
cpos-328	87	22	receivers	receiver	NOUN
cpos-328	87	23	of	of	ADP
cpos-328	87	24	families	family	NOUN
cpos-328	87	25	.	.	PUNCT
cpos-328	88	1	•	•	NUM
cpos-328	88	2	hannes	hannes	PROPN
cpos-328	88	3	weber148	weber148	PROPN
cpos-328	88	4	figure	figure	NOUN
cpos-328	88	5	5	5	NUM
cpos-328	88	6	shows	show	VERB
cpos-328	88	7	the	the	DET
cpos-328	88	8	same	same	ADJ
cpos-328	88	9	analysis	analysis	NOUN
cpos-328	88	10	as	as	ADP
cpos-328	88	11	figure	figure	NOUN
cpos-328	88	12	4	4	NUM
cpos-328	88	13	,	,	PUNCT
cpos-328	88	14	but	but	CCONJ
cpos-328	88	15	in	in	ADP
cpos-328	88	16	this	this	DET
cpos-328	88	17	case	case	NOUN
cpos-328	88	18	the	the	DET
cpos-328	88	19	data	datum	NOUN
cpos-328	88	20	are	be	AUX
cpos-328	88	21	limited	limit	VERB
cpos-328	88	22	to	to	ADP
cpos-328	88	23	german	german	ADJ
cpos-328	88	24	nationals	national	NOUN
cpos-328	88	25	in	in	ADP
cpos-328	88	26	the	the	DET
cpos-328	88	27	respective	respective	ADJ
cpos-328	88	28	age	age	NOUN
cpos-328	88	29	groups	group	NOUN
cpos-328	88	30	.	.	PUNCT
cpos-328	89	1	as	as	SCONJ
cpos-328	89	2	indicated	indicate	VERB
cpos-328	89	3	by	by	ADP
cpos-328	89	4	the	the	DET
cpos-328	89	5	graph	graph	NOUN
cpos-328	89	6	,	,	PUNCT
cpos-328	89	7	there	there	PRON
cpos-328	89	8	is	be	VERB
cpos-328	89	9	a	a	DET
cpos-328	89	10	massive	massive	ADJ
cpos-328	89	11	decrease	decrease	NOUN
cpos-328	89	12	in	in	ADP
cpos-328	89	13	net	net	ADJ
cpos-328	89	14	migration	migration	NOUN
cpos-328	89	15	among	among	ADP
cpos-328	89	16	german	german	ADJ
cpos-328	89	17	families	family	NOUN
cpos-328	89	18	in	in	ADP
cpos-328	89	19	the	the	DET
cpos-328	89	20	largest	large	ADJ
cpos-328	89	21	german	german	ADJ
cpos-328	89	22	cities	city	NOUN
cpos-328	89	23	.	.	PUNCT
cpos-328	90	1	all	all	DET
cpos-328	90	2	cities	city	NOUN
cpos-328	90	3	had	have	AUX
cpos-328	90	4	already	already	ADV
cpos-328	90	5	lost	lose	VERB
cpos-328	90	6	german	german	ADJ
cpos-328	90	7	nationals	national	NOUN
cpos-328	90	8	in	in	ADP
cpos-328	90	9	the	the	DET
cpos-328	90	10	age	age	NOUN
cpos-328	90	11	groups	group	NOUN
cpos-328	90	12	30	30	NUM
cpos-328	90	13	to	to	ADP
cpos-328	90	14	49	49	NUM
cpos-328	90	15	and	and	CCONJ
cpos-328	90	16	0	0	NUM
cpos-328	90	17	to	to	ADP
cpos-328	90	18	17	17	NUM
cpos-328	90	19	years	year	NOUN
cpos-328	90	20	during	during	ADP
cpos-328	90	21	the	the	DET
cpos-328	90	22	period	period	NOUN
cpos-328	90	23	between	between	ADP
cpos-328	90	24	2005	2005	NUM
cpos-328	90	25	and	and	CCONJ
cpos-328	90	26	2009	2009	NUM
cpos-328	90	27	,	,	PUNCT
cpos-328	90	28	but	but	CCONJ
cpos-328	90	29	the	the	DET
cpos-328	90	30	balance	balance	NOUN
cpos-328	90	31	became	become	VERB
cpos-328	90	32	markedly	markedly	ADV
cpos-328	90	33	more	more	ADV
cpos-328	90	34	negative	negative	ADJ
cpos-328	90	35	by	by	ADP
cpos-328	90	36	2011	2011	NUM
cpos-328	90	37	-	-	SYM
cpos-328	90	38	2015	2015	NUM
cpos-328	90	39	.	.	PUNCT
cpos-328	91	1	this	this	PRON
cpos-328	91	2	means	mean	VERB
cpos-328	91	3	that	that	SCONJ
cpos-328	91	4	the	the	DET
cpos-328	91	5	positive	positive	ADJ
cpos-328	91	6	total	total	ADJ
cpos-328	91	7	net	net	ADJ
cpos-328	91	8	migration	migration	NOUN
cpos-328	91	9	in	in	ADP
cpos-328	91	10	this	this	DET
cpos-328	91	11	demographic	demographic	ADJ
cpos-328	91	12	group	group	NOUN
cpos-328	91	13	shown	show	VERB
cpos-328	91	14	in	in	ADP
cpos-328	91	15	figure	figure	NOUN
cpos-328	91	16	4	4	NUM
cpos-328	91	17	can	can	AUX
cpos-328	91	18	be	be	AUX
cpos-328	91	19	attributed	attribute	VERB
cpos-328	91	20	entirely	entirely	ADV
cpos-328	91	21	to	to	ADP
cpos-328	91	22	foreign	foreign	ADJ
cpos-328	91	23	nationals	national	NOUN
cpos-328	91	24	who	who	PRON
cpos-328	91	25	moved	move	VERB
cpos-328	91	26	into	into	ADP
cpos-328	91	27	the	the	DET
cpos-328	91	28	big	big	ADJ
cpos-328	91	29	cities	city	NOUN
cpos-328	91	30	in	in	ADP
cpos-328	91	31	much	much	ADV
cpos-328	91	32	larger	large	ADJ
cpos-328	91	33	numbers	number	NOUN
cpos-328	91	34	in	in	ADP
cpos-328	91	35	recent	recent	ADJ
cpos-328	91	36	years	year	NOUN
cpos-328	91	37	.	.	PUNCT
cpos-328	92	1	this	this	PRON
cpos-328	92	2	is	be	AUX
cpos-328	92	3	an	an	DET
cpos-328	92	4	important	important	ADJ
cpos-328	92	5	insight	insight	NOUN
cpos-328	92	6	,	,	PUNCT
cpos-328	92	7	showing	show	VERB
cpos-328	92	8	that	that	SCONJ
cpos-328	92	9	an	an	DET
cpos-328	92	10	average	average	ADJ
cpos-328	92	11	trend	trend	NOUN
cpos-328	92	12	(	(	PUNCT
cpos-328	92	13	the	the	DET
cpos-328	92	14	increase	increase	NOUN
cpos-328	92	15	in	in	ADP
cpos-328	92	16	family	family	NOUN
cpos-328	92	17	migration	migration	NOUN
cpos-328	92	18	rates	rate	NOUN
cpos-328	92	19	)	)	PUNCT
cpos-328	92	20	can	can	AUX
cpos-328	92	21	mask	mask	VERB
cpos-328	92	22	two	two	NUM
cpos-328	92	23	contradicting	contradict	VERB
cpos-328	92	24	trends	trend	NOUN
cpos-328	92	25	that	that	PRON
cpos-328	92	26	partially	partially	ADV
cpos-328	92	27	cancel	cancel	VERB
cpos-328	92	28	each	each	DET
cpos-328	92	29	other	other	ADJ
cpos-328	92	30	out	out	ADP
cpos-328	92	31	.	.	PUNCT
cpos-328	93	1	on	on	ADP
cpos-328	93	2	the	the	DET
cpos-328	93	3	one	one	NUM
cpos-328	93	4	hand	hand	NOUN
cpos-328	93	5	,	,	PUNCT
cpos-328	93	6	natives	native	NOUN
cpos-328	93	7	are	be	AUX
cpos-328	93	8	leaving	leave	VERB
cpos-328	93	9	the	the	DET
cpos-328	93	10	big	big	ADJ
cpos-328	93	11	cities	city	NOUN
cpos-328	93	12	in	in	ADP
cpos-328	93	13	ever	ever	ADV
cpos-328	93	14	greater	great	ADJ
cpos-328	93	15	numbers	number	NOUN
cpos-328	93	16	whereas	whereas	SCONJ
cpos-328	93	17	immigrants	immigrant	NOUN
cpos-328	93	18	more	more	ADJ
cpos-328	93	19	than	than	SCONJ
cpos-328	93	20	compensate	compensate	VERB
cpos-328	93	21	for	for	ADP
cpos-328	93	22	this	this	DET
cpos-328	93	23	loss	loss	NOUN
cpos-328	93	24	.	.	PUNCT
cpos-328	94	1	on	on	ADP
cpos-328	94	2	the	the	DET
cpos-328	94	3	other	other	ADJ
cpos-328	94	4	hand	hand	NOUN
cpos-328	94	5	,	,	PUNCT
cpos-328	94	6	young	young	ADJ
cpos-328	94	7	immigrants	immigrant	NOUN
cpos-328	94	8	and	and	CCONJ
cpos-328	94	9	germans	germans	PROPN
cpos-328	94	10	in	in	ADP
cpos-328	94	11	the	the	DET
cpos-328	94	12	18	18	NUM
cpos-328	94	13	to	to	PART
cpos-328	94	14	24	24	NUM
cpos-328	94	15	-	-	PUNCT
cpos-328	94	16	year	year	NOUN
cpos-328	94	17	age	age	NOUN
cpos-328	94	18	group	group	NOUN
cpos-328	94	19	are	be	AUX
cpos-328	94	20	moving	move	VERB
cpos-328	94	21	into	into	ADP
cpos-328	94	22	the	the	DET
cpos-328	94	23	cities	city	NOUN
cpos-328	94	24	,	,	PUNCT
cpos-328	94	25	and	and	CCONJ
cpos-328	94	26	without	without	ADP
cpos-328	94	27	immigrants	immigrant	NOUN
cpos-328	94	28	the	the	DET
cpos-328	94	29	net	net	ADJ
cpos-328	94	30	migration	migration	NOUN
cpos-328	94	31	rates	rate	NOUN
cpos-328	94	32	would	would	AUX
cpos-328	94	33	not	not	PART
cpos-328	94	34	look	look	VERB
cpos-328	94	35	drastically	drastically	ADV
cpos-328	94	36	different	different	ADJ
cpos-328	94	37	.	.	PUNCT
cpos-328	95	1	fig	fig	NOUN
cpos-328	95	2	.	.	PUNCT
cpos-328	96	1	2	2	NUM
cpos-328	96	2	:	:	PUNCT
cpos-328	96	3	net	net	ADJ
cpos-328	96	4	migration	migration	NOUN
cpos-328	96	5	rate	rate	NOUN
cpos-328	96	6	,	,	PUNCT
cpos-328	96	7	age	age	NOUN
cpos-328	96	8	group	group	NOUN
cpos-328	96	9	18	18	NUM
cpos-328	96	10	to	to	PART
cpos-328	96	11	24	24	NUM
cpos-328	96	12	years	year	NOUN
cpos-328	96	13	,	,	PUNCT
cpos-328	96	14	in	in	ADP
cpos-328	96	15	german	german	ADJ
cpos-328	96	16	districts	district	NOUN
cpos-328	96	17	between	between	ADP
cpos-328	96	18	2011	2011	NUM
cpos-328	96	19	and	and	CCONJ
cpos-328	96	20	2015	2015	NUM
cpos-328	96	21	stuttgart	stuttgart	PROPN
cpos-328	96	22	munich	munich	PROPN
cpos-328	96	23	dresden	dresden	PROPN
cpos-328	96	24	berlin	berlin	PROPN
cpos-328	96	25	yearly	yearly	PROPN
cpos-328	96	26	net	net	ADJ
cpos-328	96	27	migration	migration	NOUN
cpos-328	96	28	rate	rate	NOUN
cpos-328	96	29	(	(	PUNCT
cpos-328	96	30	per	per	ADP
cpos-328	96	31	1,000	1,000	NUM
cpos-328	96	32	inhabitants	inhabitant	NOUN
cpos-328	96	33	):	):	PUNCT
cpos-328	96	34	<	<	X
cpos-328	96	35	−26	−26	ADV
cpos-328	96	36	−26	−26	ADJ
cpos-328	96	37	to	to	AUX
cpos-328	96	38	−19	−19	NOUN
cpos-328	96	39	−19	−19	NOUN
cpos-328	96	40	to	to	ADP
cpos-328	96	41	−13	−13	PROPN
cpos-328	96	42	−13	−13	NOUN
cpos-328	96	43	to	to	ADP
cpos-328	96	44	−8	−8	PRON
cpos-328	96	45	−8	−8	X
cpos-328	96	46	to	to	ADP
cpos-328	96	47	0	0	NUM
cpos-328	96	48	0	0	NUM
cpos-328	96	49	to	to	PART
cpos-328	96	50	8	8	NUM
cpos-328	96	51	8	8	NUM
cpos-328	96	52	to	to	PART
cpos-328	96	53	19	19	NUM
cpos-328	96	54	19	19	NUM
cpos-328	96	55	to	to	ADP
cpos-328	96	56	41	41	NUM
cpos-328	96	57	41	41	NUM
cpos-328	96	58	to	to	PART
cpos-328	96	59	81	81	NUM
cpos-328	96	60	>	>	SYM
cpos-328	96	61	81	81	NUM
cpos-328	96	62	source	source	NOUN
cpos-328	96	63	:	:	PUNCT
cpos-328	96	64	own	own	ADJ
cpos-328	96	65	calculations	calculation	NOUN
cpos-328	96	66	,	,	PUNCT
cpos-328	96	67	bertelsmann	bertelsmann	PROPN
cpos-328	96	68	stiftung	stiftung	PROPN
cpos-328	96	69	(	(	PUNCT
cpos-328	96	70	2018	2018	NUM
cpos-328	96	71	)	)	PUNCT
cpos-328	96	72	how	how	SCONJ
cpos-328	96	73	well	well	ADV
cpos-328	96	74	can	can	AUX
cpos-328	96	75	the	the	DET
cpos-328	96	76	migration	migration	NOUN
cpos-328	96	77	component	component	NOUN
cpos-328	96	78	of	of	ADP
cpos-328	96	79	regional	regional	ADJ
cpos-328	96	80	population	population	NOUN
cpos-328	96	81	change	change	NOUN
cpos-328	96	82	be	be	AUX
cpos-328	96	83	predicted	predict	VERB
cpos-328	96	84	?	?	PUNCT
cpos-328	97	1	•	•	NUM
cpos-328	97	2	149	149	NUM
cpos-328	97	3	3	3	NUM
cpos-328	97	4	regional	regional	ADJ
cpos-328	97	5	migration	migration	NOUN
cpos-328	97	6	and	and	CCONJ
cpos-328	97	7	residential	residential	ADJ
cpos-328	97	8	mobility	mobility	NOUN
cpos-328	97	9	:	:	PUNCT
cpos-328	97	10	theoretical	theoretical	ADJ
cpos-328	97	11	considerations	consideration	NOUN
cpos-328	97	12	in	in	ADP
cpos-328	97	13	general	general	ADJ
cpos-328	97	14	,	,	PUNCT
cpos-328	97	15	two	two	NUM
cpos-328	97	16	strands	strand	NOUN
cpos-328	97	17	of	of	ADP
cpos-328	97	18	literature	literature	NOUN
cpos-328	97	19	provide	provide	VERB
cpos-328	97	20	theoretical	theoretical	ADJ
cpos-328	97	21	accounts	account	NOUN
cpos-328	97	22	that	that	PRON
cpos-328	97	23	seek	seek	VERB
cpos-328	97	24	to	to	PART
cpos-328	97	25	explain	explain	VERB
cpos-328	97	26	why	why	SCONJ
cpos-328	97	27	people	people	NOUN
cpos-328	97	28	relocate	relocate	VERB
cpos-328	97	29	and	and	CCONJ
cpos-328	97	30	which	which	DET
cpos-328	97	31	places	place	NOUN
cpos-328	97	32	are	be	AUX
cpos-328	97	33	more	more	ADV
cpos-328	97	34	attractive	attractive	ADJ
cpos-328	97	35	to	to	ADP
cpos-328	97	36	movers	mover	NOUN
cpos-328	97	37	than	than	ADP
cpos-328	97	38	others	other	NOUN
cpos-328	97	39	.	.	PUNCT
cpos-328	98	1	macro	macro	ADJ
cpos-328	98	2	-	-	NOUN
cpos-328	98	3	level	level	NOUN
cpos-328	98	4	accounts	account	NOUN
cpos-328	98	5	on	on	ADP
cpos-328	98	6	the	the	DET
cpos-328	98	7	determinants	determinant	NOUN
cpos-328	98	8	of	of	ADP
cpos-328	98	9	migration	migration	NOUN
cpos-328	98	10	focus	focus	NOUN
cpos-328	98	11	on	on	ADP
cpos-328	98	12	the	the	DET
cpos-328	98	13	characteristics	characteristic	NOUN
cpos-328	98	14	of	of	ADP
cpos-328	98	15	countries	country	NOUN
cpos-328	98	16	or	or	CCONJ
cpos-328	98	17	regions	region	NOUN
cpos-328	98	18	that	that	PRON
cpos-328	98	19	attract	attract	VERB
cpos-328	98	20	or	or	CCONJ
cpos-328	98	21	repel	repel	VERB
cpos-328	98	22	people	people	NOUN
cpos-328	98	23	(	(	PUNCT
cpos-328	98	24	e.g.	e.g.	ADV
cpos-328	98	25	massey	massey	PROPN
cpos-328	98	26	et	et	PROPN
cpos-328	98	27	al	al	PROPN
cpos-328	98	28	.	.	PROPN
cpos-328	98	29	1993	1993	NUM
cpos-328	98	30	)	)	PUNCT
cpos-328	98	31	.	.	PUNCT
cpos-328	99	1	the	the	DET
cpos-328	99	2	terminology	terminology	NOUN
cpos-328	99	3	of	of	ADP
cpos-328	99	4	“	"	PUNCT
cpos-328	99	5	push	push	VERB
cpos-328	99	6	and	and	CCONJ
cpos-328	99	7	pull	pull	VERB
cpos-328	99	8	factors	factor	NOUN
cpos-328	99	9	”	"	PUNCT
cpos-328	99	10	(	(	PUNCT
cpos-328	99	11	lee	lee	PROPN
cpos-328	99	12	1966	1966	NUM
cpos-328	99	13	)	)	PUNCT
cpos-328	99	14	has	have	AUX
cpos-328	99	15	long	long	ADV
cpos-328	99	16	transcended	transcend	VERB
cpos-328	99	17	the	the	DET
cpos-328	99	18	scientifi	scientifi	NOUN
cpos-328	99	19	c	c	PROPN
cpos-328	99	20	literature	literature	PROPN
cpos-328	99	21	and	and	CCONJ
cpos-328	99	22	infi	infi	PROPN
cpos-328	99	23	ltrated	ltrate	VERB
cpos-328	99	24	into	into	ADP
cpos-328	99	25	public	public	ADJ
cpos-328	99	26	discourse	discourse	NOUN
cpos-328	99	27	.	.	PUNCT
cpos-328	100	1	among	among	ADP
cpos-328	100	2	the	the	DET
cpos-328	100	3	founding	found	VERB
cpos-328	100	4	documents	document	NOUN
cpos-328	100	5	for	for	ADP
cpos-328	100	6	macro	macro	ADJ
cpos-328	100	7	-	-	NOUN
cpos-328	100	8	level	level	NOUN
cpos-328	100	9	migration	migration	NOUN
cpos-328	100	10	research	research	NOUN
cpos-328	100	11	are	be	AUX
cpos-328	100	12	ravenstein	ravenstein	VERB
cpos-328	100	13	’s	’s	ADV
cpos-328	100	14	(	(	PUNCT
cpos-328	100	15	1885	1885	NUM
cpos-328	100	16	)	)	PUNCT
cpos-328	100	17	classic	classic	ADJ
cpos-328	100	18	inquiries	inquiry	NOUN
cpos-328	100	19	into	into	ADP
cpos-328	100	20	the	the	DET
cpos-328	100	21	determinants	determinant	NOUN
cpos-328	100	22	of	of	ADP
cpos-328	100	23	movements	movement	NOUN
cpos-328	100	24	between	between	ADP
cpos-328	100	25	cities	city	NOUN
cpos-328	100	26	.	.	PUNCT
cpos-328	101	1	his	his	PRON
cpos-328	101	2	“	"	PUNCT
cpos-328	101	3	laws	law	NOUN
cpos-328	101	4	”	"	PUNCT
cpos-328	101	5	stated	state	VERB
cpos-328	101	6	,	,	PUNCT
cpos-328	101	7	for	for	ADP
cpos-328	101	8	instance	instance	NOUN
cpos-328	101	9	,	,	PUNCT
cpos-328	101	10	that	that	SCONJ
cpos-328	101	11	long	long	ADJ
cpos-328	101	12	-	-	PUNCT
cpos-328	101	13	distance	distance	NOUN
cpos-328	101	14	migrants	migrant	NOUN
cpos-328	101	15	tend	tend	VERB
cpos-328	101	16	to	to	PART
cpos-328	101	17	target	target	VERB
cpos-328	101	18	large	large	ADJ
cpos-328	101	19	cities	city	NOUN
cpos-328	101	20	with	with	ADP
cpos-328	101	21	economic	economic	ADJ
cpos-328	101	22	opportunities	opportunity	NOUN
cpos-328	101	23	over	over	ADP
cpos-328	101	24	rural	rural	ADJ
cpos-328	101	25	areas	area	NOUN
cpos-328	101	26	.	.	PUNCT
cpos-328	102	1	zipf	zipf	PROPN
cpos-328	102	2	(	(	PUNCT
cpos-328	102	3	1946	1946	NUM
cpos-328	102	4	)	)	PUNCT
cpos-328	102	5	formulated	formulate	VERB
cpos-328	102	6	the	the	DET
cpos-328	102	7	well	well	ADV
cpos-328	102	8	-	-	PUNCT
cpos-328	102	9	known	know	VERB
cpos-328	102	10	hypothesis	hypothesis	NOUN
cpos-328	102	11	that	that	PRON
cpos-328	102	12	the	the	DET
cpos-328	102	13	volume	volume	NOUN
cpos-328	102	14	of	of	ADP
cpos-328	102	15	migration	migration	NOUN
cpos-328	102	16	between	between	ADP
cpos-328	102	17	two	two	NUM
cpos-328	102	18	places	place	NOUN
cpos-328	102	19	is	be	AUX
cpos-328	102	20	proportional	proportional	ADJ
cpos-328	102	21	to	to	ADP
cpos-328	102	22	the	the	DET
cpos-328	102	23	product	product	NOUN
cpos-328	102	24	of	of	ADP
cpos-328	102	25	their	their	PRON
cpos-328	102	26	population	population	NOUN
cpos-328	102	27	size	size	NOUN
cpos-328	102	28	fig	fig	NOUN
cpos-328	102	29	.	.	PUNCT
cpos-328	103	1	3	3	NUM
cpos-328	103	2	:	:	PUNCT
cpos-328	103	3	net	net	ADJ
cpos-328	103	4	migration	migration	NOUN
cpos-328	103	5	rate	rate	NOUN
cpos-328	103	6	,	,	PUNCT
cpos-328	103	7	age	age	NOUN
cpos-328	103	8	group	group	NOUN
cpos-328	103	9	30	30	NUM
cpos-328	103	10	to	to	PART
cpos-328	103	11	49	49	NUM
cpos-328	103	12	years	year	NOUN
cpos-328	103	13	and	and	CCONJ
cpos-328	103	14	0	0	NUM
cpos-328	103	15	to	to	PART
cpos-328	103	16	17	17	NUM
cpos-328	103	17	years	year	NOUN
cpos-328	103	18	,	,	PUNCT
cpos-328	103	19	in	in	ADP
cpos-328	103	20	german	german	ADJ
cpos-328	103	21	districts	district	NOUN
cpos-328	103	22	between	between	ADP
cpos-328	103	23	2011	2011	NUM
cpos-328	103	24	and	and	CCONJ
cpos-328	103	25	2015	2015	NUM
cpos-328	103	26	stuttgart	stuttgart	PROPN
cpos-328	103	27	munich	munich	PROPN
cpos-328	103	28	dresden	dresden	PROPN
cpos-328	103	29	berlin	berlin	PROPN
cpos-328	103	30	yearly	yearly	PROPN
cpos-328	103	31	net	net	ADJ
cpos-328	103	32	migration	migration	NOUN
cpos-328	103	33	rate	rate	NOUN
cpos-328	103	34	(	(	PUNCT
cpos-328	103	35	per	per	ADP
cpos-328	103	36	1,000	1,000	NUM
cpos-328	103	37	inhabitants	inhabitant	NOUN
cpos-328	103	38	):	):	PUNCT
cpos-328	103	39	<	<	X
cpos-328	103	40	2	2	NUM
cpos-328	103	41	2	2	NUM
cpos-328	103	42	to	to	ADP
cpos-328	103	43	5	5	NUM
cpos-328	103	44	5	5	NUM
cpos-328	103	45	to	to	PART
cpos-328	103	46	8	8	NUM
cpos-328	103	47	8	8	NUM
cpos-328	103	48	to	to	ADP
cpos-328	103	49	9	9	NUM
cpos-328	103	50	9	9	NUM
cpos-328	103	51	to	to	PART
cpos-328	103	52	11	11	NUM
cpos-328	103	53	11	11	NUM
cpos-328	103	54	to	to	PART
cpos-328	103	55	12	12	NUM
cpos-328	103	56	12	12	NUM
cpos-328	103	57	to	to	ADP
cpos-328	103	58	14	14	NUM
cpos-328	103	59	14	14	NUM
cpos-328	103	60	to	to	PART
cpos-328	103	61	15	15	NUM
cpos-328	103	62	15	15	NUM
cpos-328	103	63	to	to	ADP
cpos-328	103	64	17	17	NUM
cpos-328	103	65	>	>	SYM
cpos-328	103	66	17	17	NUM
cpos-328	103	67	source	source	NOUN
cpos-328	103	68	:	:	PUNCT
cpos-328	103	69	own	own	ADJ
cpos-328	103	70	calculations	calculation	NOUN
cpos-328	103	71	,	,	PUNCT
cpos-328	103	72	bertelsmann	bertelsmann	PROPN
cpos-328	103	73	stiftung	stiftung	PROPN
cpos-328	103	74	(	(	PUNCT
cpos-328	103	75	2018	2018	NUM
cpos-328	103	76	)	)	PUNCT
cpos-328	103	77	•	•	NUM
cpos-328	103	78	hannes	hannes	PROPN
cpos-328	103	79	weber150	weber150	PROPN
cpos-328	103	80	and	and	CCONJ
cpos-328	103	81	inversely	inversely	ADV
cpos-328	103	82	proportional	proportional	ADJ
cpos-328	103	83	to	to	ADP
cpos-328	103	84	the	the	DET
cpos-328	103	85	distance	distance	NOUN
cpos-328	103	86	between	between	ADP
cpos-328	103	87	the	the	DET
cpos-328	103	88	two	two	NUM
cpos-328	103	89	places	place	NOUN
cpos-328	103	90	.	.	PUNCT
cpos-328	104	1	these	these	DET
cpos-328	104	2	simple	simple	ADJ
cpos-328	104	3	models	model	NOUN
cpos-328	104	4	have	have	AUX
cpos-328	104	5	inspired	inspire	VERB
cpos-328	104	6	more	more	ADJ
cpos-328	104	7	recent	recent	ADJ
cpos-328	104	8	research	research	NOUN
cpos-328	104	9	that	that	PRON
cpos-328	104	10	relates	relate	VERB
cpos-328	104	11	global	global	ADJ
cpos-328	104	12	migratory	migratory	NOUN
cpos-328	104	13	movement	movement	NOUN
cpos-328	104	14	mostly	mostly	ADV
cpos-328	104	15	to	to	ADP
cpos-328	104	16	geographic	geographic	ADJ
cpos-328	104	17	and	and	CCONJ
cpos-328	104	18	demographic	demographic	ADJ
cpos-328	104	19	characteristics	characteristic	NOUN
cpos-328	104	20	of	of	ADP
cpos-328	104	21	origin	origin	NOUN
cpos-328	104	22	and	and	CCONJ
cpos-328	104	23	destination	destination	NOUN
cpos-328	104	24	countries	country	NOUN
cpos-328	104	25	(	(	PUNCT
cpos-328	104	26	e.g.	e.g.	ADV
cpos-328	104	27	cohen	cohen	PROPN
cpos-328	104	28	et	et	PROPN
cpos-328	104	29	al	al	PROPN
cpos-328	104	30	.	.	PROPN
cpos-328	104	31	2008	2008	NUM
cpos-328	104	32	;	;	PUNCT
cpos-328	104	33	kim	kim	PROPN
cpos-328	104	34	/	/	SYM
cpos-328	104	35	cohen	cohen	PROPN
cpos-328	104	36	2010	2010	NUM
cpos-328	104	37	)	)	PUNCT
cpos-328	104	38	.	.	PUNCT
cpos-328	105	1	besides	besides	SCONJ
cpos-328	105	2	these	these	DET
cpos-328	105	3	“	"	PUNCT
cpos-328	105	4	gravity	gravity	NOUN
cpos-328	105	5	”	"	PUNCT
cpos-328	105	6	variables	variable	NOUN
cpos-328	105	7	(	(	PUNCT
cpos-328	105	8	population	population	NOUN
cpos-328	105	9	size	size	NOUN
cpos-328	105	10	and	and	CCONJ
cpos-328	105	11	distance	distance	NOUN
cpos-328	105	12	)	)	PUNCT
cpos-328	105	13	,	,	PUNCT
cpos-328	105	14	macro	macro	ADJ
cpos-328	105	15	-	-	NOUN
cpos-328	105	16	level	level	NOUN
cpos-328	105	17	research	research	NOUN
cpos-328	105	18	into	into	ADP
cpos-328	105	19	migration	migration	NOUN
cpos-328	105	20	most	most	ADV
cpos-328	105	21	often	often	ADV
cpos-328	105	22	relates	relate	VERB
cpos-328	105	23	observed	observe	VERB
cpos-328	105	24	migration	migration	NOUN
cpos-328	105	25	rates	rate	NOUN
cpos-328	105	26	to	to	ADP
cpos-328	105	27	economic	economic	ADJ
cpos-328	105	28	prosperity	prosperity	NOUN
cpos-328	105	29	and	and	CCONJ
cpos-328	105	30	growth	growth	NOUN
cpos-328	105	31	as	as	ADV
cpos-328	105	32	well	well	ADV
cpos-328	105	33	as	as	ADP
cpos-328	105	34	to	to	ADP
cpos-328	105	35	the	the	DET
cpos-328	105	36	labour	labour	NOUN
cpos-328	105	37	market	market	NOUN
cpos-328	105	38	(	(	PUNCT
cpos-328	105	39	e.g.	e.g.	ADV
cpos-328	105	40	lowry	lowry	NOUN
cpos-328	105	41	1966	1966	NUM
cpos-328	105	42	)	)	PUNCT
cpos-328	105	43	.	.	PUNCT
cpos-328	106	1	in	in	ADP
cpos-328	106	2	general	general	ADJ
cpos-328	106	3	,	,	PUNCT
cpos-328	106	4	a	a	DET
cpos-328	106	5	problem	problem	NOUN
cpos-328	106	6	for	for	ADP
cpos-328	106	7	macro	macro	ADJ
cpos-328	106	8	-	-	NOUN
cpos-328	106	9	level	level	NOUN
cpos-328	106	10	migration	migration	NOUN
cpos-328	106	11	theory	theory	NOUN
cpos-328	106	12	based	base	VERB
cpos-328	106	13	on	on	ADP
cpos-328	106	14	human	human	ADJ
cpos-328	106	15	capital	capital	NOUN
cpos-328	106	16	or	or	CCONJ
cpos-328	106	17	gravity	gravity	NOUN
cpos-328	106	18	models	model	NOUN
cpos-328	106	19	is	be	AUX
cpos-328	106	20	the	the	DET
cpos-328	106	21	recurrent	recurrent	ADJ
cpos-328	106	22	fi	fi	NOUN
cpos-328	106	23	nding	nde	VERB
cpos-328	106	24	that	that	SCONJ
cpos-328	106	25	the	the	DET
cpos-328	106	26	number	number	NOUN
cpos-328	106	27	of	of	ADP
cpos-328	106	28	people	people	NOUN
cpos-328	106	29	that	that	PRON
cpos-328	106	30	do	do	AUX
cpos-328	106	31	actually	actually	ADV
cpos-328	106	32	migrate	migrate	VERB
cpos-328	106	33	is	be	AUX
cpos-328	106	34	small	small	ADJ
cpos-328	106	35	,	,	PUNCT
cpos-328	106	36	despite	despite	SCONJ
cpos-328	106	37	huge	huge	ADJ
cpos-328	106	38	wage	wage	NOUN
cpos-328	106	39	differentials	differential	NOUN
cpos-328	106	40	and	and	CCONJ
cpos-328	106	41	other	other	ADJ
cpos-328	106	42	supposed	suppose	VERB
cpos-328	106	43	pushand	pushand	NOUN
cpos-328	106	44	pull	pull	NOUN
cpos-328	106	45	-	-	PUNCT
cpos-328	106	46	factors	factor	NOUN
cpos-328	106	47	(	(	PUNCT
cpos-328	106	48	speare	speare	VERB
cpos-328	106	49	1974	1974	NUM
cpos-328	106	50	)	)	PUNCT
cpos-328	106	51	.	.	PUNCT
cpos-328	107	1	on	on	ADP
cpos-328	107	2	the	the	DET
cpos-328	107	3	one	one	NUM
cpos-328	107	4	hand	hand	NOUN
cpos-328	107	5	,	,	PUNCT
cpos-328	107	6	the	the	DET
cpos-328	107	7	effect	effect	NOUN
cpos-328	107	8	of	of	ADP
cpos-328	107	9	economic	economic	ADJ
cpos-328	107	10	variables	variable	NOUN
cpos-328	107	11	such	such	ADJ
cpos-328	107	12	as	as	ADP
cpos-328	107	13	unemployment	unemployment	NOUN
cpos-328	107	14	is	be	AUX
cpos-328	107	15	not	not	PART
cpos-328	107	16	straightforward	straightforward	ADJ
cpos-328	107	17	and	and	CCONJ
cpos-328	107	18	sometimes	sometimes	ADV
cpos-328	107	19	found	find	VERB
cpos-328	107	20	to	to	PART
cpos-328	107	21	be	be	AUX
cpos-328	107	22	zero	zero	NUM
cpos-328	107	23	or	or	CCONJ
cpos-328	107	24	negative	negative	ADJ
cpos-328	107	25	(	(	PUNCT
cpos-328	107	26	hatton	hatton	PROPN
cpos-328	107	27	/	/	SYM
cpos-328	107	28	tani	tani	PROPN
cpos-328	107	29	2005	2005	NUM
cpos-328	107	30	;	;	PUNCT
cpos-328	107	31	fig	fig	NOUN
cpos-328	107	32	.	.	PUNCT
cpos-328	108	1	4	4	NUM
cpos-328	108	2	:	:	PUNCT
cpos-328	108	3	net	net	ADJ
cpos-328	108	4	migration	migration	NOUN
cpos-328	108	5	rate	rate	NOUN
cpos-328	108	6	,	,	PUNCT
cpos-328	108	7	age	age	NOUN
cpos-328	108	8	group	group	NOUN
cpos-328	108	9	18	18	NUM
cpos-328	108	10	to	to	PART
cpos-328	108	11	24	24	NUM
cpos-328	108	12	years	year	NOUN
cpos-328	108	13	(	(	PUNCT
cpos-328	108	14	x	x	NOUN
cpos-328	108	15	-	-	NOUN
cpos-328	108	16	axis	axis	ADJ
cpos-328	108	17	)	)	PUNCT
cpos-328	108	18	and	and	CCONJ
cpos-328	108	19	age	age	NOUN
cpos-328	108	20	groups	group	NOUN
cpos-328	108	21	30	30	NUM
cpos-328	108	22	to	to	PART
cpos-328	108	23	49	49	NUM
cpos-328	108	24	years	year	NOUN
cpos-328	108	25	and	and	CCONJ
cpos-328	108	26	0	0	NUM
cpos-328	108	27	to	to	PART
cpos-328	108	28	17	17	NUM
cpos-328	108	29	years	year	NOUN
cpos-328	108	30	(	(	PUNCT
cpos-328	108	31	y	y	NOUN
cpos-328	108	32	-	-	PUNCT
cpos-328	108	33	axis	axis	NOUN
cpos-328	108	34	)	)	PUNCT
cpos-328	108	35	,	,	PUNCT
cpos-328	108	36	in	in	ADP
cpos-328	108	37	the	the	DET
cpos-328	108	38	13	13	NUM
cpos-328	108	39	largest	large	ADJ
cpos-328	108	40	german	german	ADJ
cpos-328	108	41	cities	city	NOUN
cpos-328	108	42	2005	2005	NUM
cpos-328	108	43	-	-	SYM
cpos-328	108	44	2009	2009	NUM
cpos-328	108	45	(	(	PUNCT
cpos-328	108	46	start	start	NOUN
cpos-328	108	47	of	of	ADP
cpos-328	108	48	arrow	arrow	NOUN
cpos-328	108	49	)	)	PUNCT
cpos-328	108	50	vs.	vs.	ADP
cpos-328	108	51	2011	2011	NUM
cpos-328	108	52	-	-	SYM
cpos-328	108	53	2015	2015	NUM
cpos-328	108	54	(	(	PUNCT
cpos-328	108	55	arrowhead	arrowhead	NOUN
cpos-328	108	56	)	)	PUNCT
cpos-328	109	1	●	●	PUNCT
cpos-328	109	2	●	●	PUNCT
cpos-328	109	3	●	●	PUNCT
cpos-328	109	4	●	●	PUNCT
cpos-328	109	5	●	●	PUNCT
cpos-328	109	6	●	●	PUNCT
cpos-328	109	7	●	●	PUNCT
cpos-328	109	8	●	●	PUNCT
cpos-328	109	9	●	●	PUNCT
cpos-328	109	10	●	●	PUNCT
cpos-328	109	11	●	●	PUNCT
cpos-328	109	12	●	●	NUM
cpos-328	109	13	●	●	NUM
cpos-328	109	14	20	20	NUM
cpos-328	109	15	40	40	NUM
cpos-328	109	16	60	60	NUM
cpos-328	109	17	80	80	NUM
cpos-328	109	18	100	100	NUM
cpos-328	109	19	120	120	NUM
cpos-328	109	20	140	140	NUM
cpos-328	109	21	−5	−5	NOUN
cpos-328	109	22	0	0	NUM
cpos-328	109	23	5	5	NUM
cpos-328	109	24	10	10	NUM
cpos-328	109	25	migration	migration	NOUN
cpos-328	109	26	rate	rate	NOUN
cpos-328	109	27	(	(	PUNCT
cpos-328	109	28	18−24	18−24	NUM
cpos-328	109	29	years	year	NOUN
cpos-328	109	30	)	)	PUNCT
cpos-328	109	31	fa	fa	NOUN
cpos-328	109	32	m	m	VERB
cpos-328	109	33	ily	ily	ADV
cpos-328	109	34	m	m	VERB
cpos-328	109	35	ig	ig	INTJ
cpos-328	109	36	ra	ra	PROPN
cpos-328	109	37	tio	tio	NOUN
cpos-328	109	38	n	n	ADV
cpos-328	109	39	ra	ra	X
cpos-328	109	40	te	te	ADP
cpos-328	109	41	●	●	SYM
cpos-328	109	42	●	●	PUNCT
cpos-328	109	43	●	●	PUNCT
cpos-328	109	44	●	●	PUNCT
cpos-328	109	45	●	●	PUNCT
cpos-328	109	46	●	●	PUNCT
cpos-328	109	47	●	●	PUNCT
cpos-328	109	48	●	●	PUNCT
cpos-328	109	49	●	●	PUNCT
cpos-328	109	50	●	●	PUNCT
cpos-328	109	51	●	●	PUNCT
cpos-328	109	52	●	●	NUM
cpos-328	109	53	●	●	NUM
cpos-328	109	54	berlin	berlin	PROPN
cpos-328	109	55	bremen	bremen	PROPN
cpos-328	109	56	dresden	dresden	PROPN
cpos-328	109	57	düsseldorf	düsseldorf	PROPN
cpos-328	109	58	essen	essen	PROPN
cpos-328	109	59	hamburg	hamburg	PROPN
cpos-328	109	60	hannover	hannover	PROPN
cpos-328	109	61	köln	köln	PROPN
cpos-328	109	62	leipzig	leipzig	PROPN
cpos-328	109	63	münchen	münchen	PROPN
cpos-328	109	64	stuttgart	stuttgart	PROPN
cpos-328	109	65	dortmund	dortmund	PROPN
cpos-328	109	66	frankfurt	frankfurt	PROPN
cpos-328	109	67	am	be	AUX
cpos-328	109	68	main	main	ADJ
cpos-328	109	69	source	source	NOUN
cpos-328	109	70	:	:	PUNCT
cpos-328	109	71	own	own	ADJ
cpos-328	109	72	calculations	calculation	NOUN
cpos-328	109	73	,	,	PUNCT
cpos-328	109	74	bertelsmann	bertelsmann	PROPN
cpos-328	109	75	stiftung	stiftung	PROPN
cpos-328	109	76	(	(	PUNCT
cpos-328	109	77	2018	2018	NUM
cpos-328	109	78	)	)	PUNCT
cpos-328	109	79	how	how	SCONJ
cpos-328	109	80	well	well	ADV
cpos-328	109	81	can	can	AUX
cpos-328	109	82	the	the	DET
cpos-328	109	83	migration	migration	NOUN
cpos-328	109	84	component	component	NOUN
cpos-328	109	85	of	of	ADP
cpos-328	109	86	regional	regional	ADJ
cpos-328	109	87	population	population	NOUN
cpos-328	109	88	change	change	NOUN
cpos-328	109	89	be	be	AUX
cpos-328	109	90	predicted	predict	VERB
cpos-328	109	91	?	?	PUNCT
cpos-328	110	1	•	•	NUM
cpos-328	110	2	151	151	NUM
cpos-328	110	3	windzio	windzio	NOUN
cpos-328	110	4	2004	2004	NUM
cpos-328	110	5	)	)	PUNCT
cpos-328	110	6	.	.	PUNCT
cpos-328	111	1	on	on	ADP
cpos-328	111	2	the	the	DET
cpos-328	111	3	other	other	ADJ
cpos-328	111	4	hand	hand	NOUN
cpos-328	111	5	,	,	PUNCT
cpos-328	111	6	non	non	ADJ
cpos-328	111	7	-	-	ADJ
cpos-328	111	8	economic	economic	ADJ
cpos-328	111	9	variables	variable	NOUN
cpos-328	111	10	are	be	AUX
cpos-328	111	11	also	also	ADV
cpos-328	111	12	of	of	ADP
cpos-328	111	13	importance	importance	NOUN
cpos-328	111	14	,	,	PUNCT
cpos-328	111	15	such	such	ADJ
cpos-328	111	16	as	as	ADP
cpos-328	111	17	the	the	DET
cpos-328	111	18	reluctance	reluctance	NOUN
cpos-328	111	19	to	to	PART
cpos-328	111	20	move	move	VERB
cpos-328	111	21	to	to	ADP
cpos-328	111	22	culturally	culturally	ADV
cpos-328	111	23	different	different	ADJ
cpos-328	111	24	regions	region	NOUN
cpos-328	111	25	even	even	ADV
cpos-328	111	26	within	within	ADP
cpos-328	111	27	a	a	DET
cpos-328	111	28	country	country	NOUN
cpos-328	111	29	(	(	PUNCT
cpos-328	111	30	e.g.	e.g.	ADV
cpos-328	111	31	into	into	ADP
cpos-328	111	32	regions	region	NOUN
cpos-328	111	33	with	with	ADP
cpos-328	111	34	different	different	ADJ
cpos-328	111	35	dialects	dialect	NOUN
cpos-328	111	36	)	)	PUNCT
cpos-328	111	37	(	(	PUNCT
cpos-328	111	38	bauernschuster	bauernschuster	VERB
cpos-328	111	39	et	et	PROPN
cpos-328	111	40	al	al	PROPN
cpos-328	111	41	.	.	PROPN
cpos-328	111	42	2014	2014	NUM
cpos-328	111	43	)	)	PUNCT
cpos-328	111	44	.	.	PUNCT
cpos-328	112	1	micro	micro	ADJ
cpos-328	112	2	-	-	NOUN
cpos-328	112	3	level	level	ADJ
cpos-328	112	4	theories	theory	NOUN
cpos-328	112	5	seek	seek	VERB
cpos-328	112	6	to	to	PART
cpos-328	112	7	explain	explain	VERB
cpos-328	112	8	migratory	migratory	ADJ
cpos-328	112	9	behaviour	behaviour	NOUN
cpos-328	112	10	on	on	ADP
cpos-328	112	11	the	the	DET
cpos-328	112	12	basis	basis	NOUN
cpos-328	112	13	of	of	ADP
cpos-328	112	14	individual	individual	ADJ
cpos-328	112	15	characteristics	characteristic	NOUN
cpos-328	112	16	of	of	ADP
cpos-328	112	17	(	(	PUNCT
cpos-328	112	18	potential	potential	ADJ
cpos-328	112	19	)	)	PUNCT
cpos-328	112	20	migrants	migrant	NOUN
cpos-328	112	21	.	.	PUNCT
cpos-328	113	1	the	the	DET
cpos-328	113	2	micro	micro	NOUN
cpos-328	113	3	-	-	ADJ
cpos-328	113	4	founded	found	VERB
cpos-328	113	5	neoclassical	neoclassical	ADJ
cpos-328	113	6	model	model	NOUN
cpos-328	113	7	assumes	assume	VERB
cpos-328	113	8	that	that	SCONJ
cpos-328	113	9	people	people	NOUN
cpos-328	113	10	migrate	migrate	VERB
cpos-328	113	11	to	to	PART
cpos-328	113	12	maximise	maximise	VERB
cpos-328	113	13	their	their	PRON
cpos-328	113	14	well	well	ADV
cpos-328	113	15	-	-	PUNCT
cpos-328	113	16	being	being	NOUN
cpos-328	113	17	and	and	CCONJ
cpos-328	113	18	,	,	PUNCT
cpos-328	113	19	accordingly	accordingly	ADV
cpos-328	113	20	,	,	PUNCT
cpos-328	113	21	migration	migration	NOUN
cpos-328	113	22	occurs	occur	VERB
cpos-328	113	23	if	if	SCONJ
cpos-328	113	24	the	the	DET
cpos-328	113	25	expected	expect	VERB
cpos-328	113	26	utility	utility	NOUN
cpos-328	113	27	outweighs	outweigh	VERB
cpos-328	113	28	the	the	DET
cpos-328	113	29	costs	cost	NOUN
cpos-328	113	30	of	of	ADP
cpos-328	113	31	moving	move	VERB
cpos-328	113	32	(	(	PUNCT
cpos-328	113	33	sjaastad	sjaastad	NOUN
cpos-328	113	34	1962	1962	NUM
cpos-328	113	35	)	)	PUNCT
cpos-328	113	36	.	.	PUNCT
cpos-328	114	1	among	among	ADP
cpos-328	114	2	the	the	DET
cpos-328	114	3	individual	individual	ADJ
cpos-328	114	4	-	-	PUNCT
cpos-328	114	5	level	level	NOUN
cpos-328	114	6	theories	theory	NOUN
cpos-328	114	7	,	,	PUNCT
cpos-328	114	8	there	there	PRON
cpos-328	114	9	are	be	VERB
cpos-328	114	10	also	also	ADV
cpos-328	114	11	accounts	account	NOUN
cpos-328	114	12	from	from	ADP
cpos-328	114	13	life	life	NOUN
cpos-328	114	14	course	course	NOUN
cpos-328	114	15	research	research	NOUN
cpos-328	114	16	which	which	PRON
cpos-328	114	17	explain	explain	VERB
cpos-328	114	18	migratory	migratory	ADJ
cpos-328	114	19	behaviour	behaviour	NOUN
cpos-328	114	20	through	through	ADP
cpos-328	114	21	psychological	psychological	ADJ
cpos-328	114	22	models	model	NOUN
cpos-328	114	23	of	of	ADP
cpos-328	114	24	the	the	DET
cpos-328	114	25	decision	decision	NOUN
cpos-328	114	26	-	-	PUNCT
cpos-328	114	27	making	make	VERB
cpos-328	114	28	process	process	NOUN
cpos-328	114	29	(	(	PUNCT
cpos-328	114	30	e.g.	e.g.	ADV
cpos-328	114	31	kley	kley	PROPN
cpos-328	114	32	2011	2011	NUM
cpos-328	114	33	)	)	PUNCT
cpos-328	114	34	.	.	PUNCT
cpos-328	115	1	research	research	NOUN
cpos-328	115	2	on	on	ADP
cpos-328	115	3	residential	residential	ADJ
cpos-328	115	4	mobility	mobility	NOUN
cpos-328	115	5	often	often	ADV
cpos-328	115	6	fofig	fofig	ADJ
cpos-328	115	7	.	.	PUNCT
cpos-328	116	1	5	5	NUM
cpos-328	116	2	:	:	PUNCT
cpos-328	116	3	net	net	ADJ
cpos-328	116	4	migration	migration	NOUN
cpos-328	116	5	rate	rate	NOUN
cpos-328	116	6	among	among	ADP
cpos-328	116	7	german	german	ADJ
cpos-328	116	8	nationals	national	NOUN
cpos-328	116	9	,	,	PUNCT
cpos-328	116	10	age	age	NOUN
cpos-328	116	11	group	group	NOUN
cpos-328	116	12	18	18	NUM
cpos-328	116	13	to	to	PART
cpos-328	116	14	24	24	NUM
cpos-328	116	15	years	year	NOUN
cpos-328	116	16	(	(	PUNCT
cpos-328	116	17	x	x	NOUN
cpos-328	116	18	-	-	NOUN
cpos-328	116	19	axis	axis	ADJ
cpos-328	116	20	)	)	PUNCT
cpos-328	116	21	and	and	CCONJ
cpos-328	116	22	age	age	NOUN
cpos-328	116	23	groups	group	NOUN
cpos-328	116	24	30	30	NUM
cpos-328	116	25	to	to	PART
cpos-328	116	26	49	49	NUM
cpos-328	116	27	years	year	NOUN
cpos-328	116	28	and	and	CCONJ
cpos-328	116	29	0	0	NUM
cpos-328	116	30	to	to	PART
cpos-328	116	31	17	17	NUM
cpos-328	116	32	years	year	NOUN
cpos-328	116	33	(	(	PUNCT
cpos-328	116	34	y	y	NOUN
cpos-328	116	35	-	-	PUNCT
cpos-328	116	36	axis	axis	NOUN
cpos-328	116	37	)	)	PUNCT
cpos-328	116	38	,	,	PUNCT
cpos-328	116	39	in	in	ADP
cpos-328	116	40	the	the	DET
cpos-328	116	41	13	13	NUM
cpos-328	116	42	largest	large	ADJ
cpos-328	116	43	german	german	ADJ
cpos-328	116	44	cities	city	NOUN
cpos-328	116	45	2005	2005	NUM
cpos-328	116	46	-	-	SYM
cpos-328	116	47	2009	2009	NUM
cpos-328	116	48	(	(	PUNCT
cpos-328	116	49	start	start	NOUN
cpos-328	116	50	of	of	ADP
cpos-328	116	51	arrow	arrow	NOUN
cpos-328	116	52	)	)	PUNCT
cpos-328	116	53	vs.	vs.	ADP
cpos-328	116	54	2011	2011	NUM
cpos-328	116	55	-	-	SYM
cpos-328	116	56	2015	2015	NUM
cpos-328	116	57	(	(	PUNCT
cpos-328	116	58	arrowhead	arrowhead	NOUN
cpos-328	116	59	)	)	PUNCT
cpos-328	117	1	●	●	PUNCT
cpos-328	117	2	●	●	PUNCT
cpos-328	117	3	●	●	PUNCT
cpos-328	117	4	●	●	PUNCT
cpos-328	117	5	●	●	PUNCT
cpos-328	117	6	●	●	PUNCT
cpos-328	117	7	●	●	PUNCT
cpos-328	117	8	●	●	PUNCT
cpos-328	117	9	●	●	PUNCT
cpos-328	117	10	●	●	PUNCT
cpos-328	117	11	●	●	PUNCT
cpos-328	117	12	●	●	NUM
cpos-328	117	13	●	●	NUM
cpos-328	117	14	20	20	NUM
cpos-328	117	15	40	40	NUM
cpos-328	117	16	60	60	NUM
cpos-328	117	17	80	80	NUM
cpos-328	117	18	100	100	NUM
cpos-328	117	19	120	120	NUM
cpos-328	117	20	140	140	NUM
cpos-328	117	21	−1	−1	NOUN
cpos-328	117	22	5	5	NUM
cpos-328	117	23	−1	−1	NOUN
cpos-328	117	24	0	0	PUNCT
cpos-328	117	25	−5	−5	NOUN
cpos-328	117	26	0	0	NUM
cpos-328	117	27	migration	migration	NOUN
cpos-328	117	28	rate	rate	NOUN
cpos-328	117	29	(	(	PUNCT
cpos-328	117	30	german	german	ADJ
cpos-328	117	31	nationals	national	NOUN
cpos-328	117	32	,	,	PUNCT
cpos-328	117	33	18−24	18−24	NUM
cpos-328	117	34	years	year	NOUN
cpos-328	117	35	)	)	PUNCT
cpos-328	117	36	fa	fa	NOUN
cpos-328	117	37	m	m	VERB
cpos-328	117	38	ily	ily	ADV
cpos-328	117	39	m	m	VERB
cpos-328	117	40	ig	ig	INTJ
cpos-328	117	41	ra	ra	PROPN
cpos-328	117	42	tio	tio	NOUN
cpos-328	117	43	n	n	ADV
cpos-328	117	44	ra	ra	INTJ
cpos-328	117	45	te	te	INTJ
cpos-328	117	46	(	(	PUNCT
cpos-328	117	47	g	g	PROPN
cpos-328	117	48	er	er	INTJ
cpos-328	117	49	m	m	VERB
cpos-328	117	50	an	an	DET
cpos-328	117	51	n	n	NOUN
cpos-328	117	52	at	at	ADP
cpos-328	117	53	io	io	PROPN
cpos-328	117	54	na	na	AUX
cpos-328	117	55	ls	ls	PROPN
cpos-328	117	56	)	)	PUNCT
cpos-328	117	57	●	●	PUNCT
cpos-328	117	58	●	●	PUNCT
cpos-328	117	59	●	●	PUNCT
cpos-328	117	60	●	●	PUNCT
cpos-328	117	61	●	●	PUNCT
cpos-328	117	62	●	●	PUNCT
cpos-328	117	63	●	●	PUNCT
cpos-328	117	64	●	●	PUNCT
cpos-328	117	65	●	●	PUNCT
cpos-328	117	66	●	●	PUNCT
cpos-328	117	67	●	●	PUNCT
cpos-328	117	68	●	●	NUM
cpos-328	117	69	●	●	NUM
cpos-328	117	70	berlin	berlin	PROPN
cpos-328	117	71	bremen	bremen	PROPN
cpos-328	117	72	dortmund	dortmund	PROPN
cpos-328	117	73	dresden	dresden	PROPN
cpos-328	117	74	düsseldorf	düsseldorf	PROPN
cpos-328	117	75	essen	essen	PROPN
cpos-328	117	76	frankfurt	frankfurt	PROPN
cpos-328	117	77	am	be	AUX
cpos-328	117	78	main	main	ADJ
cpos-328	117	79	hamburg	hamburg	PROPN
cpos-328	117	80	hannover	hannover	PROPN
cpos-328	117	81	köln	köln	PROPN
cpos-328	117	82	leipzig	leipzig	PROPN
cpos-328	117	83	münchen	münchen	PROPN
cpos-328	117	84	stuttgart	stuttgart	PROPN
cpos-328	117	85	source	source	PROPN
cpos-328	117	86	:	:	PUNCT
cpos-328	117	87	own	own	ADJ
cpos-328	117	88	calculations	calculation	NOUN
cpos-328	117	89	,	,	PUNCT
cpos-328	117	90	bertelsmann	bertelsmann	PROPN
cpos-328	117	91	stiftung	stiftung	PROPN
cpos-328	117	92	(	(	PUNCT
cpos-328	117	93	2018	2018	NUM
cpos-328	117	94	)	)	PUNCT
cpos-328	117	95	•	•	NUM
cpos-328	117	96	hannes	hannes	PROPN
cpos-328	117	97	weber152	weber152	PROPN
cpos-328	117	98	cuses	cuse	VERB
cpos-328	117	99	on	on	ADP
cpos-328	117	100	individual	individual	ADJ
cpos-328	117	101	characteristics	characteristic	NOUN
cpos-328	117	102	such	such	ADJ
cpos-328	117	103	as	as	ADP
cpos-328	117	104	age	age	NOUN
cpos-328	117	105	,	,	PUNCT
cpos-328	117	106	education	education	NOUN
cpos-328	117	107	,	,	PUNCT
cpos-328	117	108	employment	employment	NOUN
cpos-328	117	109	status	status	NOUN
cpos-328	117	110	,	,	PUNCT
cpos-328	117	111	or	or	CCONJ
cpos-328	117	112	psychological	psychological	ADJ
cpos-328	117	113	factors	factor	NOUN
cpos-328	117	114	such	such	ADJ
cpos-328	117	115	as	as	ADP
cpos-328	117	116	affi	affi	PROPN
cpos-328	117	117	nity	nity	NOUN
cpos-328	117	118	to	to	PART
cpos-328	117	119	risk	risk	VERB
cpos-328	117	120	(	(	PUNCT
cpos-328	117	121	greenwood	greenwood	PROPN
cpos-328	117	122	1985	1985	NUM
cpos-328	117	123	)	)	PUNCT
cpos-328	117	124	.	.	PUNCT
cpos-328	118	1	of	of	ADP
cpos-328	118	2	course	course	NOUN
cpos-328	118	3	,	,	PUNCT
cpos-328	118	4	the	the	DET
cpos-328	118	5	need	need	NOUN
cpos-328	118	6	to	to	PART
cpos-328	118	7	combine	combine	VERB
cpos-328	118	8	micro	micro	NOUN
cpos-328	118	9	-	-	NOUN
cpos-328	118	10	level	level	ADJ
cpos-328	118	11	and	and	CCONJ
cpos-328	118	12	macro	macro	ADJ
cpos-328	118	13	-	-	NOUN
cpos-328	118	14	level	level	NOUN
cpos-328	118	15	models	model	NOUN
cpos-328	118	16	has	have	AUX
cpos-328	118	17	long	long	ADV
cpos-328	118	18	been	be	AUX
cpos-328	118	19	voiced	voice	VERB
cpos-328	118	20	(	(	PUNCT
cpos-328	118	21	e.g.	e.g.	ADV
cpos-328	118	22	cadwallader	cadwallader	NOUN
cpos-328	118	23	1989	1989	NUM
cpos-328	118	24	)	)	PUNCT
cpos-328	118	25	.	.	PUNCT
cpos-328	119	1	in	in	ADP
cpos-328	119	2	a	a	DET
cpos-328	119	3	combined	combine	VERB
cpos-328	119	4	model	model	NOUN
cpos-328	119	5	,	,	PUNCT
cpos-328	119	6	“	"	PUNCT
cpos-328	119	7	objective	objective	ADJ
cpos-328	119	8	”	"	PUNCT
cpos-328	119	9	characteristics	characteristic	NOUN
cpos-328	119	10	of	of	ADP
cpos-328	119	11	places	place	NOUN
cpos-328	119	12	are	be	AUX
cpos-328	119	13	perceived	perceive	VERB
cpos-328	119	14	by	by	ADP
cpos-328	119	15	individuals	individual	NOUN
cpos-328	119	16	as	as	ADP
cpos-328	119	17	subjective	subjective	ADJ
cpos-328	119	18	variables	variable	NOUN
cpos-328	119	19	,	,	PUNCT
cpos-328	119	20	which	which	PRON
cpos-328	119	21	the	the	DET
cpos-328	119	22	individuals	individual	NOUN
cpos-328	119	23	combine	combine	VERB
cpos-328	119	24	to	to	PART
cpos-328	119	25	estimate	estimate	VERB
cpos-328	119	26	utility	utility	NOUN
cpos-328	119	27	scores	score	NOUN
cpos-328	119	28	of	of	ADP
cpos-328	119	29	different	different	ADJ
cpos-328	119	30	places	place	NOUN
cpos-328	119	31	(	(	PUNCT
cpos-328	119	32	cadwallader	cadwallader	NOUN
cpos-328	119	33	1989	1989	NUM
cpos-328	119	34	)	)	PUNCT
cpos-328	119	35	.	.	PUNCT
cpos-328	120	1	if	if	SCONJ
cpos-328	120	2	the	the	DET
cpos-328	120	3	subjective	subjective	ADJ
cpos-328	120	4	attractiveness	attractiveness	NOUN
cpos-328	120	5	of	of	ADP
cpos-328	120	6	a	a	DET
cpos-328	120	7	potential	potential	ADJ
cpos-328	120	8	destination	destination	NOUN
cpos-328	120	9	is	be	AUX
cpos-328	120	10	greater	great	ADJ
cpos-328	120	11	than	than	ADP
cpos-328	120	12	the	the	DET
cpos-328	120	13	current	current	ADJ
cpos-328	120	14	place	place	NOUN
cpos-328	120	15	of	of	ADP
cpos-328	120	16	residence	residence	NOUN
cpos-328	120	17	,	,	PUNCT
cpos-328	120	18	an	an	DET
cpos-328	120	19	individual	individual	ADJ
cpos-328	120	20	disposition	disposition	NOUN
cpos-328	120	21	for	for	ADP
cpos-328	120	22	mobility	mobility	NOUN
cpos-328	120	23	exists	exist	NOUN
cpos-328	120	24	(	(	PUNCT
cpos-328	120	25	considering	consider	VERB
cpos-328	120	26	migration	migration	NOUN
cpos-328	120	27	)	)	PUNCT
cpos-328	120	28	which	which	PRON
cpos-328	120	29	may	may	AUX
cpos-328	120	30	translate	translate	VERB
cpos-328	120	31	into	into	ADP
cpos-328	120	32	actual	actual	ADJ
cpos-328	120	33	migratory	migratory	ADJ
cpos-328	120	34	behaviour	behaviour	NOUN
cpos-328	120	35	,	,	PUNCT
cpos-328	120	36	conditional	conditional	ADJ
cpos-328	120	37	on	on	ADP
cpos-328	120	38	constraining	constrain	VERB
cpos-328	120	39	factors	factor	NOUN
cpos-328	120	40	such	such	ADJ
cpos-328	120	41	as	as	ADP
cpos-328	120	42	costs	cost	NOUN
cpos-328	120	43	(	(	PUNCT
cpos-328	120	44	kalter	kalter	NOUN
cpos-328	120	45	1997	1997	NUM
cpos-328	120	46	)	)	PUNCT
cpos-328	120	47	.	.	PUNCT
cpos-328	121	1	as	as	ADP
cpos-328	121	2	a	a	DET
cpos-328	121	3	general	general	ADJ
cpos-328	121	4	framework	framework	NOUN
cpos-328	121	5	,	,	PUNCT
cpos-328	121	6	the	the	DET
cpos-328	121	7	concept	concept	NOUN
cpos-328	121	8	of	of	ADP
cpos-328	121	9	subjective	subjective	ADJ
cpos-328	121	10	expected	expect	VERB
cpos-328	121	11	utility	utility	NOUN
cpos-328	121	12	(	(	PUNCT
cpos-328	121	13	seu	seu	NOUN
cpos-328	121	14	)	)	PUNCT
cpos-328	121	15	can	can	AUX
cpos-328	121	16	serve	serve	VERB
cpos-328	121	17	as	as	ADP
cpos-328	121	18	a	a	DET
cpos-328	121	19	starting	starting	NOUN
cpos-328	121	20	point	point	NOUN
cpos-328	121	21	for	for	ADP
cpos-328	121	22	integrating	integrate	VERB
cpos-328	121	23	various	various	ADJ
cpos-328	121	24	middle	middle	ADJ
cpos-328	121	25	-	-	PUNCT
cpos-328	121	26	range	range	NOUN
cpos-328	121	27	theories	theory	NOUN
cpos-328	121	28	(	(	PUNCT
cpos-328	121	29	de	de	PROPN
cpos-328	121	30	jong	jong	PROPN
cpos-328	121	31	et	et	PROPN
cpos-328	121	32	al	al	PROPN
cpos-328	121	33	.	.	PROPN
cpos-328	121	34	1983	1983	NUM
cpos-328	121	35	)	)	PUNCT
cpos-328	121	36	.	.	PUNCT
cpos-328	122	1	individuals	individual	NOUN
cpos-328	122	2	subjectively	subjectively	ADV
cpos-328	122	3	evaluate	evaluate	VERB
cpos-328	122	4	their	their	PRON
cpos-328	122	5	origin	origin	NOUN
cpos-328	122	6	as	as	ADV
cpos-328	122	7	well	well	ADV
cpos-328	122	8	as	as	ADP
cpos-328	122	9	potential	potential	ADJ
cpos-328	122	10	destination	destination	NOUN
cpos-328	122	11	places	place	NOUN
cpos-328	122	12	and	and	CCONJ
cpos-328	122	13	compare	compare	VERB
cpos-328	122	14	them	they	PRON
cpos-328	122	15	to	to	ADP
cpos-328	122	16	their	their	PRON
cpos-328	122	17	own	own	ADJ
cpos-328	122	18	aspirations	aspiration	NOUN
cpos-328	122	19	.	.	PUNCT
cpos-328	123	1	an	an	DET
cpos-328	123	2	seu	seu	PROPN
cpos-328	123	3	model	model	NOUN
cpos-328	123	4	of	of	ADP
cpos-328	123	5	residential	residential	ADJ
cpos-328	123	6	mobility	mobility	NOUN
cpos-328	123	7	in	in	ADP
cpos-328	123	8	accordance	accordance	NOUN
cpos-328	123	9	with	with	ADP
cpos-328	123	10	cadwallader	cadwallader	NOUN
cpos-328	123	11	(	(	PUNCT
cpos-328	123	12	1989	1989	NUM
cpos-328	123	13	:	:	PUNCT
cpos-328	123	14	497	497	NUM
cpos-328	123	15	)	)	PUNCT
cpos-328	123	16	could	could	AUX
cpos-328	123	17	be	be	AUX
cpos-328	123	18	formulated	formulate	VERB
cpos-328	123	19	as	as	SCONJ
cpos-328	123	20	follows	follow	VERB
cpos-328	123	21	:	:	PUNCT
cpos-328	123	22	where	where	SCONJ
cpos-328	123	23	the	the	DET
cpos-328	123	24	subjective	subjective	ADJ
cpos-328	123	25	expected	expected	ADJ
cpos-328	123	26	utility	utility	NOUN
cpos-328	123	27	seu	seu	NOUN
cpos-328	123	28	of	of	ADP
cpos-328	123	29	moving	move	VERB
cpos-328	123	30	to	to	ADP
cpos-328	123	31	region	region	NOUN
cpos-328	123	32	i	i	PRON
cpos-328	123	33	is	be	AUX
cpos-328	123	34	a	a	DET
cpos-328	123	35	function	function	NOUN
cpos-328	123	36	of	of	ADP
cpos-328	123	37	the	the	DET
cpos-328	123	38	subjective	subjective	ADJ
cpos-328	123	39	utility	utility	NOUN
cpos-328	123	40	ratings	rating	NOUN
cpos-328	123	41	u	u	NOUN
cpos-328	123	42	of	of	ADP
cpos-328	123	43	regional	regional	ADJ
cpos-328	123	44	attribute	attribute	PROPN
cpos-328	123	45	j	j	PROPN
cpos-328	123	46	,	,	PUNCT
cpos-328	123	47	weighted	weight	VERB
cpos-328	123	48	by	by	ADP
cpos-328	123	49	an	an	DET
cpos-328	123	50	individual	individual	NOUN
cpos-328	123	51	-	-	PUNCT
cpos-328	123	52	specifi	specifi	PROPN
cpos-328	123	53	c	c	PROPN
cpos-328	123	54	importance	importance	NOUN
cpos-328	123	55	measure	measure	NOUN
cpos-328	123	56	w	w	NOUN
cpos-328	123	57	,	,	PUNCT
cpos-328	123	58	and	and	CCONJ
cpos-328	123	59	the	the	DET
cpos-328	123	60	costs	cost	NOUN
cpos-328	123	61	c	c	NOUN
cpos-328	123	62	of	of	ADP
cpos-328	123	63	moving	move	VERB
cpos-328	123	64	to	to	ADP
cpos-328	123	65	region	region	NOUN
cpos-328	123	66	i.	i.	PROPN
cpos-328	123	67	the	the	DET
cpos-328	123	68	attributes	attribute	NOUN
cpos-328	123	69	considered	consider	VERB
cpos-328	123	70	by	by	ADP
cpos-328	123	71	individuals	individual	NOUN
cpos-328	123	72	when	when	SCONJ
cpos-328	123	73	assigning	assign	VERB
cpos-328	123	74	values	value	NOUN
cpos-328	123	75	to	to	ADP
cpos-328	123	76	different	different	ADJ
cpos-328	123	77	places	place	NOUN
cpos-328	123	78	might	might	AUX
cpos-328	123	79	include	include	VERB
cpos-328	123	80	,	,	PUNCT
cpos-328	123	81	among	among	ADP
cpos-328	123	82	others	other	NOUN
cpos-328	123	83	,	,	PUNCT
cpos-328	123	84	employment	employment	NOUN
cpos-328	123	85	opportunities	opportunity	NOUN
cpos-328	123	86	,	,	PUNCT
cpos-328	123	87	length	length	NOUN
cpos-328	123	88	of	of	ADP
cpos-328	123	89	commute	commute	NOUN
cpos-328	123	90	to	to	ADP
cpos-328	123	91	existing	exist	VERB
cpos-328	123	92	job	job	NOUN
cpos-328	123	93	,	,	PUNCT
cpos-328	123	94	green	green	ADJ
cpos-328	123	95	space	space	NOUN
cpos-328	123	96	,	,	PUNCT
cpos-328	123	97	crime	crime	NOUN
cpos-328	123	98	rates	rate	NOUN
cpos-328	123	99	,	,	PUNCT
cpos-328	123	100	or	or	CCONJ
cpos-328	123	101	in	in	ADP
cpos-328	123	102	case	case	NOUN
cpos-328	123	103	of	of	ADP
cpos-328	123	104	families	family	NOUN
cpos-328	123	105	the	the	DET
cpos-328	123	106	perceived	perceive	VERB
cpos-328	123	107	quality	quality	NOUN
cpos-328	123	108	of	of	ADP
cpos-328	123	109	schools	school	NOUN
cpos-328	123	110	.	.	PUNCT
cpos-328	124	1	importantly	importantly	ADV
cpos-328	124	2	,	,	PUNCT
cpos-328	124	3	we	we	PRON
cpos-328	124	4	assume	assume	VERB
cpos-328	124	5	that	that	SCONJ
cpos-328	124	6	the	the	DET
cpos-328	124	7	weights	weight	NOUN
cpos-328	124	8	that	that	PRON
cpos-328	124	9	individuals	individual	NOUN
cpos-328	124	10	place	place	VERB
cpos-328	124	11	on	on	ADP
cpos-328	124	12	these	these	DET
cpos-328	124	13	factors	factor	NOUN
cpos-328	124	14	can	can	AUX
cpos-328	124	15	change	change	VERB
cpos-328	124	16	over	over	ADP
cpos-328	124	17	the	the	DET
cpos-328	124	18	life	life	NOUN
cpos-328	124	19	course	course	NOUN
cpos-328	124	20	(	(	PUNCT
cpos-328	124	21	kley	kley	PROPN
cpos-328	124	22	2011	2011	NUM
cpos-328	124	23	)	)	PUNCT
cpos-328	124	24	.	.	PUNCT
cpos-328	125	1	that	that	PRON
cpos-328	125	2	is	be	AUX
cpos-328	125	3	,	,	PUNCT
cpos-328	125	4	individuals	individual	NOUN
cpos-328	125	5	in	in	ADP
cpos-328	125	6	different	different	ADJ
cpos-328	125	7	age	age	NOUN
cpos-328	125	8	groups	group	NOUN
cpos-328	125	9	will	will	AUX
cpos-328	125	10	have	have	VERB
cpos-328	125	11	different	different	ADJ
cpos-328	125	12	rank	rank	NOUN
cpos-328	125	13	orders	order	NOUN
cpos-328	125	14	of	of	ADP
cpos-328	125	15	places	place	NOUN
cpos-328	125	16	because	because	SCONJ
cpos-328	125	17	the	the	DET
cpos-328	125	18	subjective	subjective	ADJ
cpos-328	125	19	importance	importance	NOUN
cpos-328	125	20	assigned	assign	VERB
cpos-328	125	21	to	to	ADP
cpos-328	125	22	various	various	ADJ
cpos-328	125	23	regional	regional	ADJ
cpos-328	125	24	characteristics	characteristic	NOUN
cpos-328	125	25	has	have	AUX
cpos-328	125	26	changed	change	VERB
cpos-328	125	27	.	.	PUNCT
cpos-328	126	1	in	in	ADP
cpos-328	126	2	particular	particular	ADJ
cpos-328	126	3	,	,	PUNCT
cpos-328	126	4	the	the	DET
cpos-328	126	5	presence	presence	NOUN
cpos-328	126	6	or	or	CCONJ
cpos-328	126	7	absence	absence	NOUN
cpos-328	126	8	of	of	ADP
cpos-328	126	9	children	child	NOUN
cpos-328	126	10	infl	infl	PROPN
cpos-328	126	11	uences	uence	VERB
cpos-328	126	12	personal	personal	ADJ
cpos-328	126	13	preferences	preference	NOUN
cpos-328	126	14	regarding	regard	VERB
cpos-328	126	15	residential	residential	ADJ
cpos-328	126	16	location	location	NOUN
cpos-328	126	17	choices	choice	NOUN
cpos-328	126	18	and	and	CCONJ
cpos-328	126	19	commuting	commute	VERB
cpos-328	126	20	behaviour	behaviour	NOUN
cpos-328	126	21	(	(	PUNCT
cpos-328	126	22	kim	kim	PROPN
cpos-328	126	23	et	et	PROPN
cpos-328	126	24	al	al	PROPN
cpos-328	126	25	.	.	PROPN
cpos-328	126	26	2005	2005	NUM
cpos-328	126	27	)	)	PUNCT
cpos-328	126	28	.	.	PUNCT
cpos-328	127	1	for	for	ADP
cpos-328	127	2	instance	instance	NOUN
cpos-328	127	3	,	,	PUNCT
cpos-328	127	4	research	research	NOUN
cpos-328	127	5	fi	fi	NOUN
cpos-328	127	6	nds	nd	VERB
cpos-328	127	7	that	that	SCONJ
cpos-328	127	8	young	young	ADJ
cpos-328	127	9	adults	adult	NOUN
cpos-328	127	10	are	be	AUX
cpos-328	127	11	more	more	ADV
cpos-328	127	12	likely	likely	ADJ
cpos-328	127	13	to	to	PART
cpos-328	127	14	plan	plan	VERB
cpos-328	127	15	to	to	PART
cpos-328	127	16	leave	leave	VERB
cpos-328	127	17	a	a	DET
cpos-328	127	18	city	city	NOUN
cpos-328	127	19	if	if	SCONJ
cpos-328	127	20	there	there	PRON
cpos-328	127	21	are	be	VERB
cpos-328	127	22	better	well	ADJ
cpos-328	127	23	career	career	NOUN
cpos-328	127	24	opportunities	opportunity	NOUN
cpos-328	127	25	in	in	ADP
cpos-328	127	26	the	the	DET
cpos-328	127	27	potential	potential	ADJ
cpos-328	127	28	destination	destination	NOUN
cpos-328	127	29	or	or	CCONJ
cpos-328	127	30	better	well	ADJ
cpos-328	127	31	opportunities	opportunity	NOUN
cpos-328	127	32	to	to	PART
cpos-328	127	33	pursue	pursue	VERB
cpos-328	127	34	own	own	ADJ
cpos-328	127	35	interests	interest	NOUN
cpos-328	127	36	relative	relative	ADJ
cpos-328	127	37	to	to	ADP
cpos-328	127	38	the	the	DET
cpos-328	127	39	current	current	ADJ
cpos-328	127	40	place	place	NOUN
cpos-328	127	41	of	of	ADP
cpos-328	127	42	residence	residence	NOUN
cpos-328	127	43	.	.	PUNCT
cpos-328	128	1	in	in	ADP
cpos-328	128	2	the	the	DET
cpos-328	128	3	family	family	NOUN
cpos-328	128	4	phase	phase	NOUN
cpos-328	128	5	,	,	PUNCT
cpos-328	128	6	however	however	ADV
cpos-328	128	7	,	,	PUNCT
cpos-328	128	8	these	these	DET
cpos-328	128	9	effects	effect	NOUN
cpos-328	128	10	are	be	AUX
cpos-328	128	11	absent	absent	ADJ
cpos-328	128	12	and	and	CCONJ
cpos-328	128	13	instead	instead	ADV
cpos-328	128	14	factors	factor	NOUN
cpos-328	128	15	related	relate	VERB
cpos-328	128	16	to	to	ADP
cpos-328	128	17	family	family	NOUN
cpos-328	128	18	life	life	NOUN
cpos-328	128	19	inspire	inspire	VERB
cpos-328	128	20	the	the	DET
cpos-328	128	21	plan	plan	NOUN
cpos-328	128	22	to	to	PART
cpos-328	128	23	move	move	VERB
cpos-328	128	24	(	(	PUNCT
cpos-328	128	25	kley	kley	NOUN
cpos-328	128	26	2011	2011	NUM
cpos-328	128	27	)	)	PUNCT
cpos-328	128	28	.	.	PUNCT
cpos-328	129	1	below	below	ADV
cpos-328	129	2	,	,	PUNCT
cpos-328	129	3	we	we	PRON
cpos-328	129	4	discuss	discuss	VERB
cpos-328	129	5	different	different	ADJ
cpos-328	129	6	preferences	preference	NOUN
cpos-328	129	7	for	for	ADP
cpos-328	129	8	residential	residential	ADJ
cpos-328	129	9	mobility	mobility	NOUN
cpos-328	129	10	among	among	ADP
cpos-328	129	11	young	young	ADJ
cpos-328	129	12	adults	adult	NOUN
cpos-328	129	13	and	and	CCONJ
cpos-328	129	14	families	family	NOUN
cpos-328	129	15	,	,	PUNCT
cpos-328	129	16	focusing	focus	VERB
cpos-328	129	17	on	on	ADP
cpos-328	129	18	four	four	NUM
cpos-328	129	19	trends	trend	NOUN
cpos-328	129	20	that	that	PRON
cpos-328	129	21	we	we	PRON
cpos-328	129	22	deem	deem	VERB
cpos-328	129	23	especially	especially	ADV
cpos-328	129	24	important	important	ADJ
cpos-328	129	25	for	for	ADP
cpos-328	129	26	predicting	predict	VERB
cpos-328	129	27	future	future	ADJ
cpos-328	129	28	patterns	pattern	NOUN
cpos-328	129	29	of	of	ADP
cpos-328	129	30	mobility	mobility	NOUN
cpos-328	129	31	among	among	ADP
cpos-328	129	32	these	these	DET
cpos-328	129	33	two	two	NUM
cpos-328	129	34	demographic	demographic	ADJ
cpos-328	129	35	groups	group	NOUN
cpos-328	129	36	in	in	ADP
cpos-328	129	37	germany	germany	PROPN
cpos-328	129	38	.	.	PUNCT
cpos-328	130	1	(	(	PUNCT
cpos-328	130	2	1	1	X
cpos-328	130	3	)	)	PUNCT
cpos-328	130	4	how	how	SCONJ
cpos-328	130	5	well	well	ADV
cpos-328	130	6	can	can	AUX
cpos-328	130	7	the	the	DET
cpos-328	130	8	migration	migration	NOUN
cpos-328	130	9	component	component	NOUN
cpos-328	130	10	of	of	ADP
cpos-328	130	11	regional	regional	ADJ
cpos-328	130	12	population	population	NOUN
cpos-328	130	13	change	change	NOUN
cpos-328	130	14	be	be	AUX
cpos-328	130	15	predicted	predict	VERB
cpos-328	130	16	?	?	PUNCT
cpos-328	131	1	•	•	NUM
cpos-328	131	2	153	153	NUM
cpos-328	131	3	educational	educational	ADJ
cpos-328	131	4	expansion	expansion	NOUN
cpos-328	131	5	between	between	ADP
cpos-328	131	6	2000	2000	NUM
cpos-328	131	7	and	and	CCONJ
cpos-328	131	8	2015	2015	NUM
cpos-328	131	9	,	,	PUNCT
cpos-328	131	10	the	the	DET
cpos-328	131	11	share	share	NOUN
cpos-328	131	12	of	of	ADP
cpos-328	131	13	school	school	NOUN
cpos-328	131	14	leavers	leaver	NOUN
cpos-328	131	15	attending	attend	VERB
cpos-328	131	16	university	university	NOUN
cpos-328	131	17	increased	increase	VERB
cpos-328	131	18	drastically	drastically	ADV
cpos-328	131	19	,	,	PUNCT
cpos-328	131	20	from	from	ADP
cpos-328	131	21	around	around	ADP
cpos-328	131	22	30	30	NUM
cpos-328	131	23	percent	percent	NOUN
cpos-328	131	24	to	to	ADP
cpos-328	131	25	more	more	ADJ
cpos-328	131	26	than	than	ADP
cpos-328	131	27	50	50	NUM
cpos-328	131	28	percent	percent	NOUN
cpos-328	131	29	.	.	PUNCT
cpos-328	132	1	this	this	PRON
cpos-328	132	2	means	mean	VERB
cpos-328	132	3	that	that	SCONJ
cpos-328	132	4	while	while	SCONJ
cpos-328	132	5	two	two	NUM
cpos-328	132	6	decades	decade	NOUN
cpos-328	132	7	ago	ago	ADV
cpos-328	132	8	,	,	PUNCT
cpos-328	132	9	the	the	DET
cpos-328	132	10	average	average	ADJ
cpos-328	132	11	school	school	NOUN
cpos-328	132	12	leaver	leaver	NOUN
cpos-328	132	13	started	start	VERB
cpos-328	132	14	vocational	vocational	ADJ
cpos-328	132	15	training	training	NOUN
cpos-328	132	16	as	as	ADP
cpos-328	132	17	part	part	NOUN
cpos-328	132	18	of	of	ADP
cpos-328	132	19	the	the	DET
cpos-328	132	20	traditional	traditional	ADJ
cpos-328	132	21	dual	dual	ADJ
cpos-328	132	22	system	system	NOUN
cpos-328	132	23	in	in	ADP
cpos-328	132	24	germany	germany	PROPN
cpos-328	132	25	,	,	PUNCT
cpos-328	132	26	today	today	NOUN
cpos-328	132	27	the	the	DET
cpos-328	132	28	majority	majority	NOUN
cpos-328	132	29	of	of	ADP
cpos-328	132	30	school	school	NOUN
cpos-328	132	31	leavers	leaver	NOUN
cpos-328	132	32	begin	begin	VERB
cpos-328	132	33	some	some	DET
cpos-328	132	34	form	form	NOUN
cpos-328	132	35	of	of	ADP
cpos-328	132	36	tertiary	tertiary	ADJ
cpos-328	132	37	education	education	NOUN
cpos-328	132	38	.	.	PUNCT
cpos-328	133	1	this	this	PRON
cpos-328	133	2	has	have	VERB
cpos-328	133	3	a	a	DET
cpos-328	133	4	considerable	considerable	ADJ
cpos-328	133	5	impact	impact	NOUN
cpos-328	133	6	on	on	ADP
cpos-328	133	7	the	the	DET
cpos-328	133	8	residential	residential	ADJ
cpos-328	133	9	mobility	mobility	NOUN
cpos-328	133	10	of	of	ADP
cpos-328	133	11	young	young	ADJ
cpos-328	133	12	people	people	NOUN
cpos-328	133	13	.	.	PUNCT
cpos-328	134	1	starting	start	VERB
cpos-328	134	2	around	around	ADP
cpos-328	134	3	the	the	DET
cpos-328	134	4	year	year	NOUN
cpos-328	134	5	2000	2000	NUM
cpos-328	134	6	,	,	PUNCT
cpos-328	134	7	the	the	DET
cpos-328	134	8	large	large	ADJ
cpos-328	134	9	infl	infl	PROPN
cpos-328	134	10	ow	ow	INTJ
cpos-328	134	11	of	of	ADP
cpos-328	134	12	young	young	ADJ
cpos-328	134	13	people	people	NOUN
cpos-328	134	14	aged	age	VERB
cpos-328	134	15	18	18	NUM
cpos-328	134	16	to	to	PART
cpos-328	134	17	24	24	NUM
cpos-328	134	18	has	have	AUX
cpos-328	134	19	caused	cause	VERB
cpos-328	134	20	germany	germany	PROPN
cpos-328	134	21	’s	’s	PART
cpos-328	134	22	big	big	ADJ
cpos-328	134	23	cities	city	NOUN
cpos-328	134	24	to	to	PART
cpos-328	134	25	grow	grow	VERB
cpos-328	134	26	once	once	ADV
cpos-328	134	27	again	again	ADV
cpos-328	134	28	,	,	PUNCT
cpos-328	134	29	counteracting	counteract	VERB
cpos-328	134	30	the	the	DET
cpos-328	134	31	previous	previous	ADJ
cpos-328	134	32	decades	decade	NOUN
cpos-328	134	33	of	of	ADP
cpos-328	134	34	de	de	NOUN
cpos-328	134	35	-	-	NOUN
cpos-328	134	36	urbanisation	urbanisation	ADJ
cpos-328	134	37	(	(	PUNCT
cpos-328	134	38	gans	gan	NOUN
cpos-328	134	39	2013	2013	NUM
cpos-328	134	40	)	)	PUNCT
cpos-328	134	41	.	.	PUNCT
cpos-328	135	1	whereas	whereas	SCONJ
cpos-328	135	2	opportunities	opportunity	NOUN
cpos-328	135	3	for	for	ADP
cpos-328	135	4	vocational	vocational	ADJ
cpos-328	135	5	training	training	NOUN
cpos-328	135	6	in	in	ADP
cpos-328	135	7	crafts	craft	NOUN
cpos-328	135	8	and	and	CCONJ
cpos-328	135	9	trades	trade	NOUN
cpos-328	135	10	are	be	AUX
cpos-328	135	11	available	available	ADJ
cpos-328	135	12	in	in	ADP
cpos-328	135	13	equal	equal	ADJ
cpos-328	135	14	measure	measure	NOUN
cpos-328	135	15	in	in	ADP
cpos-328	135	16	urban	urban	ADJ
cpos-328	135	17	as	as	ADV
cpos-328	135	18	well	well	ADV
cpos-328	135	19	as	as	ADP
cpos-328	135	20	rural	rural	ADJ
cpos-328	135	21	regions	region	NOUN
cpos-328	135	22	,	,	PUNCT
cpos-328	135	23	tertiary	tertiary	ADJ
cpos-328	135	24	education	education	NOUN
cpos-328	135	25	is	be	AUX
cpos-328	135	26	mostly	mostly	ADV
cpos-328	135	27	confi	confi	VERB
cpos-328	135	28	ned	ned	ADJ
cpos-328	135	29	to	to	ADP
cpos-328	135	30	cities	city	NOUN
cpos-328	135	31	.	.	PUNCT
cpos-328	136	1	an	an	DET
cpos-328	136	2	ever	ever	ADV
cpos-328	136	3	increasing	increase	VERB
cpos-328	136	4	share	share	NOUN
cpos-328	136	5	of	of	ADP
cpos-328	136	6	fi	fi	NOUN
cpos-328	136	7	rst	rst	ADJ
cpos-328	136	8	-	-	PUNCT
cpos-328	136	9	year	year	NOUN
cpos-328	136	10	university	university	NOUN
cpos-328	136	11	students	student	NOUN
cpos-328	136	12	among	among	ADP
cpos-328	136	13	young	young	ADJ
cpos-328	136	14	people	people	NOUN
cpos-328	136	15	implies	imply	VERB
cpos-328	136	16	that	that	SCONJ
cpos-328	136	17	secondary	secondary	ADJ
cpos-328	136	18	school	school	NOUN
cpos-328	136	19	leavers	leaver	NOUN
cpos-328	136	20	will	will	AUX
cpos-328	136	21	leave	leave	VERB
cpos-328	136	22	rural	rural	ADJ
cpos-328	136	23	regions	region	NOUN
cpos-328	136	24	situated	situate	VERB
cpos-328	136	25	a	a	DET
cpos-328	136	26	long	long	ADJ
cpos-328	136	27	way	way	NOUN
cpos-328	136	28	from	from	ADP
cpos-328	136	29	universities	university	NOUN
cpos-328	136	30	in	in	ADP
cpos-328	136	31	even	even	ADV
cpos-328	136	32	greater	great	ADJ
cpos-328	136	33	numbers	number	NOUN
cpos-328	136	34	.	.	PUNCT
cpos-328	137	1	this	this	DET
cpos-328	137	2	process	process	NOUN
cpos-328	137	3	also	also	ADV
cpos-328	137	4	affects	affect	VERB
cpos-328	137	5	people	people	NOUN
cpos-328	137	6	’s	’s	PART
cpos-328	137	7	mobility	mobility	NOUN
cpos-328	137	8	decisions	decision	NOUN
cpos-328	137	9	in	in	ADP
cpos-328	137	10	later	later	ADJ
cpos-328	137	11	stages	stage	NOUN
cpos-328	137	12	of	of	ADP
cpos-328	137	13	the	the	DET
cpos-328	137	14	life	life	NOUN
cpos-328	137	15	course	course	NOUN
cpos-328	137	16	.	.	PUNCT
cpos-328	138	1	once	once	ADV
cpos-328	138	2	a	a	DET
cpos-328	138	3	university	university	NOUN
cpos-328	138	4	degree	degree	NOUN
cpos-328	138	5	has	have	AUX
cpos-328	138	6	been	be	AUX
cpos-328	138	7	obtained	obtain	VERB
cpos-328	138	8	,	,	PUNCT
cpos-328	138	9	the	the	DET
cpos-328	138	10	likelihood	likelihood	NOUN
cpos-328	138	11	of	of	ADP
cpos-328	138	12	moving	move	VERB
cpos-328	138	13	back	back	ADV
cpos-328	138	14	to	to	ADP
cpos-328	138	15	the	the	DET
cpos-328	138	16	countryside	countryside	NOUN
cpos-328	138	17	diminishes	diminish	VERB
cpos-328	138	18	since	since	SCONJ
cpos-328	138	19	there	there	PRON
cpos-328	138	20	are	be	VERB
cpos-328	138	21	fewer	few	ADJ
cpos-328	138	22	employment	employment	NOUN
cpos-328	138	23	opportunities	opportunity	NOUN
cpos-328	138	24	for	for	ADP
cpos-328	138	25	job	job	NOUN
cpos-328	138	26	-	-	PUNCT
cpos-328	138	27	seekers	seeker	NOUN
cpos-328	138	28	with	with	ADP
cpos-328	138	29	tertiary	tertiary	ADJ
cpos-328	138	30	education	education	NOUN
cpos-328	138	31	.	.	PUNCT
cpos-328	139	1	after	after	SCONJ
cpos-328	139	2	children	child	NOUN
cpos-328	139	3	have	have	AUX
cpos-328	139	4	been	be	AUX
cpos-328	139	5	born	bear	VERB
cpos-328	139	6	,	,	PUNCT
cpos-328	139	7	tertiary	tertiary	ADJ
cpos-328	139	8	-	-	PUNCT
cpos-328	139	9	educated	educate	VERB
cpos-328	139	10	residents	resident	NOUN
cpos-328	139	11	of	of	ADP
cpos-328	139	12	large	large	ADJ
cpos-328	139	13	metropolitan	metropolitan	ADJ
cpos-328	139	14	areas	area	NOUN
cpos-328	139	15	might	might	AUX
cpos-328	139	16	still	still	ADV
cpos-328	139	17	express	express	VERB
cpos-328	139	18	a	a	DET
cpos-328	139	19	desire	desire	NOUN
cpos-328	139	20	to	to	PART
cpos-328	139	21	leave	leave	VERB
cpos-328	139	22	the	the	DET
cpos-328	139	23	city	city	NOUN
cpos-328	139	24	,	,	PUNCT
cpos-328	139	25	but	but	CCONJ
cpos-328	139	26	this	this	PRON
cpos-328	139	27	is	be	AUX
cpos-328	139	28	constrained	constrain	VERB
cpos-328	139	29	by	by	ADP
cpos-328	139	30	employment	employment	NOUN
cpos-328	139	31	opportunities	opportunity	NOUN
cpos-328	139	32	that	that	PRON
cpos-328	139	33	are	be	AUX
cpos-328	139	34	largely	largely	ADV
cpos-328	139	35	restricted	restrict	VERB
cpos-328	139	36	to	to	ADP
cpos-328	139	37	urban	urban	ADJ
cpos-328	139	38	areas	area	NOUN
cpos-328	139	39	.	.	PUNCT
cpos-328	140	1	as	as	ADP
cpos-328	140	2	a	a	DET
cpos-328	140	3	consequence	consequence	NOUN
cpos-328	140	4	,	,	PUNCT
cpos-328	140	5	young	young	ADJ
cpos-328	140	6	families	family	NOUN
cpos-328	140	7	living	live	VERB
cpos-328	140	8	in	in	ADP
cpos-328	140	9	big	big	ADJ
cpos-328	140	10	cities	city	NOUN
cpos-328	140	11	are	be	AUX
cpos-328	140	12	likely	likely	ADJ
cpos-328	140	13	to	to	PART
cpos-328	140	14	move	move	VERB
cpos-328	140	15	into	into	ADP
cpos-328	140	16	suburban	suburban	ADJ
cpos-328	140	17	municipalities	municipality	NOUN
cpos-328	140	18	close	close	ADJ
cpos-328	140	19	to	to	ADP
cpos-328	140	20	these	these	DET
cpos-328	140	21	cities	city	NOUN
cpos-328	140	22	,	,	PUNCT
cpos-328	140	23	but	but	CCONJ
cpos-328	140	24	less	less	ADV
cpos-328	140	25	likely	likely	ADJ
cpos-328	140	26	to	to	PART
cpos-328	140	27	go	go	VERB
cpos-328	140	28	back	back	ADV
cpos-328	140	29	to	to	ADP
cpos-328	140	30	the	the	DET
cpos-328	140	31	peripheral	peripheral	ADJ
cpos-328	140	32	rural	rural	ADJ
cpos-328	140	33	regions	region	NOUN
cpos-328	140	34	where	where	SCONJ
cpos-328	140	35	they	they	PRON
cpos-328	140	36	may	may	AUX
cpos-328	140	37	have	have	AUX
cpos-328	140	38	come	come	VERB
cpos-328	140	39	from	from	ADP
cpos-328	140	40	(	(	PUNCT
cpos-328	140	41	milbert	milbert	PROPN
cpos-328	140	42	/	/	SYM
cpos-328	140	43	sturm	sturm	PROPN
cpos-328	140	44	2016	2016	NUM
cpos-328	140	45	)	)	PUNCT
cpos-328	140	46	.	.	PUNCT
cpos-328	141	1	socio	socio	NOUN
cpos-328	141	2	-	-	PUNCT
cpos-328	141	3	economic	economic	ADJ
cpos-328	141	4	and	and	CCONJ
cpos-328	141	5	ethnic	ethnic	ADJ
cpos-328	141	6	segregation	segregation	NOUN
cpos-328	141	7	another	another	DET
cpos-328	141	8	feature	feature	NOUN
cpos-328	141	9	that	that	PRON
cpos-328	141	10	consistently	consistently	ADV
cpos-328	141	11	predicts	predict	VERB
cpos-328	141	12	residential	residential	ADJ
cpos-328	141	13	mobility	mobility	NOUN
cpos-328	141	14	of	of	ADP
cpos-328	141	15	family	family	NOUN
cpos-328	141	16	-	-	PUNCT
cpos-328	141	17	age	age	NOUN
cpos-328	141	18	people	people	NOUN
cpos-328	141	19	in	in	ADP
cpos-328	141	20	particular	particular	ADJ
cpos-328	141	21	is	be	AUX
cpos-328	141	22	the	the	DET
cpos-328	141	23	socio	socio	NOUN
cpos-328	141	24	-	-	PUNCT
cpos-328	141	25	economic	economic	ADJ
cpos-328	141	26	or	or	CCONJ
cpos-328	141	27	ethnic	ethnic	ADJ
cpos-328	141	28	composition	composition	NOUN
cpos-328	141	29	of	of	ADP
cpos-328	141	30	an	an	DET
cpos-328	141	31	area	area	NOUN
cpos-328	141	32	(	(	PUNCT
cpos-328	141	33	e.g.	e.g.	ADV
cpos-328	141	34	south/	south/	NUM
cpos-328	141	35	crowder	crowder	NOUN
cpos-328	141	36	1997	1997	NUM
cpos-328	141	37	;	;	PUNCT
cpos-328	141	38	van	van	PROPN
cpos-328	141	39	ham	ham	PROPN
cpos-328	141	40	/	/	SYM
cpos-328	141	41	feijten	feijten	VERB
cpos-328	141	42	2008	2008	NUM
cpos-328	141	43	)	)	PUNCT
cpos-328	141	44	.	.	PUNCT
cpos-328	142	1	in	in	ADP
cpos-328	142	2	germany	germany	PROPN
cpos-328	142	3	,	,	PUNCT
cpos-328	142	4	there	there	PRON
cpos-328	142	5	is	be	VERB
cpos-328	142	6	a	a	DET
cpos-328	142	7	close	close	ADJ
cpos-328	142	8	correlation	correlation	NOUN
cpos-328	142	9	at	at	ADP
cpos-328	142	10	the	the	DET
cpos-328	142	11	neighbourhood	neighbourhood	NOUN
cpos-328	142	12	level	level	NOUN
cpos-328	142	13	between	between	ADP
cpos-328	142	14	the	the	DET
cpos-328	142	15	share	share	NOUN
cpos-328	142	16	of	of	ADP
cpos-328	142	17	migrants	migrant	NOUN
cpos-328	142	18	and	and	CCONJ
cpos-328	142	19	lower	low	ADJ
cpos-328	142	20	socio	socio	NOUN
cpos-328	142	21	-	-	PUNCT
cpos-328	142	22	economic	economic	ADJ
cpos-328	142	23	status	status	NOUN
cpos-328	142	24	,	,	PUNCT
cpos-328	142	25	but	but	CCONJ
cpos-328	142	26	at	at	ADP
cpos-328	142	27	the	the	DET
cpos-328	142	28	more	more	ADV
cpos-328	142	29	aggregate	aggregate	ADJ
cpos-328	142	30	regional	regional	ADJ
cpos-328	142	31	level	level	NOUN
cpos-328	142	32	,	,	PUNCT
cpos-328	142	33	the	the	DET
cpos-328	142	34	opposite	opposite	NOUN
cpos-328	142	35	is	be	AUX
cpos-328	142	36	true	true	ADJ
cpos-328	142	37	(	(	PUNCT
cpos-328	142	38	weber	weber	PROPN
cpos-328	142	39	2015b	2015b	NUM
cpos-328	142	40	)	)	PUNCT
cpos-328	142	41	.	.	PUNCT
cpos-328	143	1	thus	thus	ADV
cpos-328	143	2	,	,	PUNCT
cpos-328	143	3	prosperous	prosperous	ADJ
cpos-328	143	4	and	and	CCONJ
cpos-328	143	5	ethnically	ethnically	ADV
cpos-328	143	6	diverse	diverse	ADJ
cpos-328	143	7	metropolitan	metropolitan	ADJ
cpos-328	143	8	areas	area	NOUN
cpos-328	143	9	are	be	AUX
cpos-328	143	10	presumably	presumably	ADV
cpos-328	143	11	attracting	attract	VERB
cpos-328	143	12	families	family	NOUN
cpos-328	143	13	,	,	PUNCT
cpos-328	143	14	while	while	SCONJ
cpos-328	143	15	at	at	ADP
cpos-328	143	16	the	the	DET
cpos-328	143	17	level	level	NOUN
cpos-328	143	18	of	of	ADP
cpos-328	143	19	municipalities	municipality	NOUN
cpos-328	143	20	,	,	PUNCT
cpos-328	143	21	the	the	DET
cpos-328	143	22	concentration	concentration	NOUN
cpos-328	143	23	of	of	ADP
cpos-328	143	24	ethnic	ethnic	ADJ
cpos-328	143	25	minorities	minority	NOUN
cpos-328	143	26	is	be	AUX
cpos-328	143	27	likely	likely	ADJ
cpos-328	143	28	to	to	PART
cpos-328	143	29	lead	lead	VERB
cpos-328	143	30	to	to	ADP
cpos-328	143	31	greater	great	ADJ
cpos-328	143	32	out	out	NOUN
cpos-328	143	33	-	-	PUNCT
cpos-328	143	34	migration	migration	NOUN
cpos-328	143	35	.	.	PUNCT
cpos-328	144	1	residential	residential	ADJ
cpos-328	144	2	segregation	segregation	NOUN
cpos-328	144	3	by	by	ADP
cpos-328	144	4	ethnic	ethnic	ADJ
cpos-328	144	5	background	background	NOUN
cpos-328	144	6	has	have	AUX
cpos-328	144	7	historically	historically	ADV
cpos-328	144	8	been	be	AUX
cpos-328	144	9	rather	rather	ADV
cpos-328	144	10	low	low	ADJ
cpos-328	144	11	in	in	ADP
cpos-328	144	12	germany	germany	PROPN
cpos-328	144	13	,	,	PUNCT
cpos-328	144	14	as	as	ADP
cpos-328	144	15	compared	compare	VERB
cpos-328	144	16	with	with	ADP
cpos-328	144	17	other	other	ADJ
cpos-328	144	18	countries	country	NOUN
cpos-328	144	19	such	such	ADJ
cpos-328	144	20	as	as	ADP
cpos-328	144	21	france	france	PROPN
cpos-328	144	22	,	,	PUNCT
cpos-328	144	23	the	the	DET
cpos-328	144	24	united	united	ADJ
cpos-328	144	25	kingdom	kingdom	PROPN
cpos-328	144	26	,	,	PUNCT
cpos-328	144	27	or	or	CCONJ
cpos-328	144	28	the	the	DET
cpos-328	144	29	united	united	PROPN
cpos-328	144	30	states	states	PROPN
cpos-328	144	31	(	(	PUNCT
cpos-328	144	32	e.g.	e.g.	ADV
cpos-328	144	33	musterd	musterd	NOUN
cpos-328	144	34	2005	2005	NUM
cpos-328	144	35	)	)	PUNCT
cpos-328	144	36	.	.	PUNCT
cpos-328	145	1	however	however	ADV
cpos-328	145	2	,	,	PUNCT
cpos-328	145	3	there	there	PRON
cpos-328	145	4	are	be	VERB
cpos-328	145	5	also	also	ADV
cpos-328	145	6	signs	sign	NOUN
cpos-328	145	7	that	that	SCONJ
cpos-328	145	8	ethnic	ethnic	ADJ
cpos-328	145	9	and	and	CCONJ
cpos-328	145	10	socio	socio	NOUN
cpos-328	145	11	-	-	PUNCT
cpos-328	145	12	economic	economic	ADJ
cpos-328	145	13	segregation	segregation	NOUN
cpos-328	145	14	have	have	AUX
cpos-328	145	15	been	be	AUX
cpos-328	145	16	on	on	ADP
cpos-328	145	17	the	the	DET
cpos-328	145	18	rise	rise	NOUN
cpos-328	145	19	in	in	ADP
cpos-328	145	20	germany	germany	PROPN
cpos-328	145	21	in	in	ADP
cpos-328	145	22	recent	recent	ADJ
cpos-328	145	23	years	year	NOUN
cpos-328	145	24	.	.	PUNCT
cpos-328	146	1	the	the	DET
cpos-328	146	2	residential	residential	ADJ
cpos-328	146	3	segregation	segregation	NOUN
cpos-328	146	4	of	of	ADP
cpos-328	146	5	welfare	welfare	NOUN
cpos-328	146	6	recipients	recipient	NOUN
cpos-328	146	7	,	,	PUNCT
cpos-328	146	8	for	for	ADP
cpos-328	146	9	instance	instance	NOUN
cpos-328	146	10	,	,	PUNCT
cpos-328	146	11	has	have	AUX
cpos-328	146	12	increased	increase	VERB
cpos-328	146	13	in	in	ADP
cpos-328	146	14	80	80	NUM
cpos-328	146	15	percent	percent	NOUN
cpos-328	146	16	of	of	ADP
cpos-328	146	17	all	all	DET
cpos-328	146	18	german	german	ADJ
cpos-328	146	19	cities	city	NOUN
cpos-328	146	20	over	over	ADP
cpos-328	146	21	the	the	DET
cpos-328	146	22	past	past	ADJ
cpos-328	146	23	few	few	ADJ
cpos-328	146	24	years	year	NOUN
cpos-328	146	25	(	(	PUNCT
cpos-328	146	26	helbig	helbig	PROPN
cpos-328	146	27	/	/	SYM
cpos-328	146	28	jähnen	jähnen	PROPN
cpos-328	146	29	2018	2018	NUM
cpos-328	146	30	)	)	PUNCT
cpos-328	146	31	.	.	PUNCT
cpos-328	147	1	half	half	NOUN
cpos-328	147	2	of	of	ADP
cpos-328	147	3	all	all	DET
cpos-328	147	4	cities	city	NOUN
cpos-328	147	5	now	now	ADV
cpos-328	147	6	have	have	VERB
cpos-328	147	7	neighbourhoods	neighbourhood	NOUN
cpos-328	147	8	in	in	ADP
cpos-328	147	9	which	which	PRON
cpos-328	147	10	more	more	ADJ
cpos-328	147	11	than	than	ADP
cpos-328	147	12	50	50	NUM
cpos-328	147	13	percent	percent	NOUN
cpos-328	147	14	of	of	ADP
cpos-328	147	15	all	all	DET
cpos-328	147	16	children	child	NOUN
cpos-328	147	17	are	be	AUX
cpos-328	147	18	dependent	dependent	ADJ
cpos-328	147	19	on	on	ADP
cpos-328	147	20	social	social	ADJ
cpos-328	147	21	security	security	NOUN
cpos-328	147	22	transfers	transfer	NOUN
cpos-328	147	23	(	(	PUNCT
cpos-328	147	24	helbig	helbig	PROPN
cpos-328	147	25	/	/	SYM
cpos-328	147	26	jähnen	jähnen	PROPN
cpos-328	147	27	2018	2018	NUM
cpos-328	147	28	)	)	PUNCT
cpos-328	147	29	.	.	PUNCT
cpos-328	148	1	in	in	ADP
cpos-328	148	2	addition	addition	NOUN
cpos-328	148	3	,	,	PUNCT
cpos-328	148	4	it	it	PRON
cpos-328	148	5	is	be	AUX
cpos-328	148	6	well	well	ADV
cpos-328	148	7	known	know	VERB
cpos-328	148	8	that	that	SCONJ
cpos-328	148	9	residential	residential	ADJ
cpos-328	148	10	segregation	segregation	NOUN
cpos-328	148	11	is	be	AUX
cpos-328	148	12	stronger	strong	ADJ
cpos-328	148	13	among	among	ADP
cpos-328	148	14	recent	recent	ADJ
cpos-328	148	15	migrants	migrant	NOUN
cpos-328	148	16	than	than	ADP
cpos-328	148	17	among	among	ADP
cpos-328	148	18	migrants	migrant	NOUN
cpos-328	148	19	from	from	ADP
cpos-328	148	20	previous	previous	ADJ
cpos-328	148	21	waves	wave	NOUN
cpos-328	148	22	who	who	PRON
cpos-328	148	23	tend	tend	VERB
cpos-328	148	24	to	to	PART
cpos-328	148	25	move	move	VERB
cpos-328	148	26	into	into	ADP
cpos-328	148	27	more	more	ADV
cpos-328	148	28	mixed	mixed	ADJ
cpos-328	148	29	neighbourhoods	neighbourhood	NOUN
cpos-328	148	30	•	•	ADP
cpos-328	148	31	hannes	hannes	PROPN
cpos-328	148	32	weber154	weber154	PROPN
cpos-328	148	33	over	over	ADP
cpos-328	148	34	time	time	NOUN
cpos-328	148	35	(	(	PUNCT
cpos-328	148	36	e.g.	e.g.	ADV
cpos-328	148	37	friedrichs	friedrich	NOUN
cpos-328	148	38	1998	1998	NUM
cpos-328	148	39	)	)	PUNCT
cpos-328	148	40	.	.	PUNCT
cpos-328	149	1	as	as	ADP
cpos-328	149	2	such	such	ADJ
cpos-328	149	3	,	,	PUNCT
cpos-328	149	4	the	the	DET
cpos-328	149	5	recent	recent	ADJ
cpos-328	149	6	sharp	sharp	ADJ
cpos-328	149	7	increase	increase	NOUN
cpos-328	149	8	in	in	ADP
cpos-328	149	9	immigration	immigration	NOUN
cpos-328	149	10	to	to	ADP
cpos-328	149	11	germany	germany	PROPN
cpos-328	149	12	is	be	AUX
cpos-328	149	13	likely	likely	ADJ
cpos-328	149	14	to	to	PART
cpos-328	149	15	lead	lead	VERB
cpos-328	149	16	to	to	ADP
cpos-328	149	17	an	an	DET
cpos-328	149	18	increase	increase	NOUN
cpos-328	149	19	in	in	ADP
cpos-328	149	20	the	the	DET
cpos-328	149	21	level	level	NOUN
cpos-328	149	22	of	of	ADP
cpos-328	149	23	segregation	segregation	NOUN
cpos-328	149	24	,	,	PUNCT
cpos-328	149	25	at	at	ADP
cpos-328	149	26	least	least	ADJ
cpos-328	149	27	in	in	ADP
cpos-328	149	28	the	the	DET
cpos-328	149	29	short	short	ADJ
cpos-328	149	30	term	term	NOUN
cpos-328	149	31	.	.	PUNCT
cpos-328	150	1	in	in	ADP
cpos-328	150	2	line	line	NOUN
cpos-328	150	3	with	with	ADP
cpos-328	150	4	schelling	schelling	PROPN
cpos-328	150	5	’s	’s	PART
cpos-328	150	6	(	(	PUNCT
cpos-328	150	7	1971	1971	NUM
cpos-328	150	8	)	)	PUNCT
cpos-328	150	9	well	well	ADV
cpos-328	150	10	-	-	PUNCT
cpos-328	150	11	known	know	VERB
cpos-328	150	12	theory	theory	NOUN
cpos-328	150	13	of	of	ADP
cpos-328	150	14	segregation	segregation	NOUN
cpos-328	150	15	,	,	PUNCT
cpos-328	150	16	one	one	PRON
cpos-328	150	17	could	could	AUX
cpos-328	150	18	assume	assume	VERB
cpos-328	150	19	that	that	SCONJ
cpos-328	150	20	municipalities	municipality	NOUN
cpos-328	150	21	with	with	ADP
cpos-328	150	22	a	a	DET
cpos-328	150	23	growing	grow	VERB
cpos-328	150	24	proportion	proportion	NOUN
cpos-328	150	25	of	of	ADP
cpos-328	150	26	migrants	migrant	NOUN
cpos-328	150	27	or	or	CCONJ
cpos-328	150	28	socio	socio	NOUN
cpos-328	150	29	-	-	PUNCT
cpos-328	150	30	economically	economically	ADV
cpos-328	150	31	deprived	deprive	VERB
cpos-328	150	32	people	people	NOUN
cpos-328	150	33	will	will	AUX
cpos-328	150	34	,	,	PUNCT
cpos-328	150	35	at	at	ADP
cpos-328	150	36	some	some	DET
cpos-328	150	37	point	point	NOUN
cpos-328	150	38	,	,	PUNCT
cpos-328	150	39	start	start	VERB
cpos-328	150	40	witnessing	witness	VERB
cpos-328	150	41	an	an	DET
cpos-328	150	42	increase	increase	NOUN
cpos-328	150	43	in	in	ADP
cpos-328	150	44	emigration	emigration	NOUN
cpos-328	150	45	rates	rate	NOUN
cpos-328	150	46	among	among	ADP
cpos-328	150	47	the	the	DET
cpos-328	150	48	native	native	ADJ
cpos-328	150	49	population	population	NOUN
cpos-328	150	50	even	even	ADV
cpos-328	150	51	though	though	SCONJ
cpos-328	150	52	there	there	PRON
cpos-328	150	53	is	be	VERB
cpos-328	150	54	no	no	DET
cpos-328	150	55	historic	historic	ADJ
cpos-328	150	56	precedent	precedent	NOUN
cpos-328	150	57	for	for	ADP
cpos-328	150	58	this	this	PRON
cpos-328	150	59	.	.	PUNCT
cpos-328	151	1	it	it	PRON
cpos-328	151	2	is	be	AUX
cpos-328	151	3	likely	likely	ADJ
cpos-328	151	4	that	that	SCONJ
cpos-328	151	5	there	there	PRON
cpos-328	151	6	will	will	AUX
cpos-328	151	7	be	be	AUX
cpos-328	151	8	a	a	DET
cpos-328	151	9	tipping	tipping	NOUN
cpos-328	151	10	point	point	NOUN
cpos-328	151	11	at	at	ADP
cpos-328	151	12	which	which	PRON
cpos-328	151	13	an	an	DET
cpos-328	151	14	accelerated	accelerated	ADJ
cpos-328	151	15	level	level	NOUN
cpos-328	151	16	of	of	ADP
cpos-328	151	17	outmigration	outmigration	NOUN
cpos-328	151	18	by	by	ADP
cpos-328	151	19	middle	middle	ADJ
cpos-328	151	20	-	-	PUNCT
cpos-328	151	21	class	class	NOUN
cpos-328	151	22	members	member	NOUN
cpos-328	151	23	of	of	ADP
cpos-328	151	24	the	the	DET
cpos-328	151	25	municipality	municipality	NOUN
cpos-328	151	26	is	be	AUX
cpos-328	151	27	triggered	trigger	VERB
cpos-328	151	28	.	.	PUNCT
cpos-328	152	1	to	to	ADP
cpos-328	152	2	a	a	DET
cpos-328	152	3	certain	certain	ADJ
cpos-328	152	4	degree	degree	NOUN
cpos-328	152	5	,	,	PUNCT
cpos-328	152	6	this	this	PRON
cpos-328	152	7	can	can	AUX
cpos-328	152	8	already	already	ADV
cpos-328	152	9	be	be	AUX
cpos-328	152	10	observed	observe	VERB
cpos-328	152	11	in	in	ADP
cpos-328	152	12	big	big	ADJ
cpos-328	152	13	german	german	ADJ
cpos-328	152	14	cities	city	NOUN
cpos-328	152	15	with	with	ADP
cpos-328	152	16	a	a	DET
cpos-328	152	17	negative	negative	ADJ
cpos-328	152	18	correlation	correlation	NOUN
cpos-328	152	19	between	between	ADP
cpos-328	152	20	the	the	DET
cpos-328	152	21	concentration	concentration	NOUN
cpos-328	152	22	of	of	ADP
cpos-328	152	23	ethnic	ethnic	ADJ
cpos-328	152	24	minorities	minority	NOUN
cpos-328	152	25	in	in	ADP
cpos-328	152	26	a	a	DET
cpos-328	152	27	neighbourhood	neighbourhood	NOUN
cpos-328	152	28	and	and	CCONJ
cpos-328	152	29	the	the	DET
cpos-328	152	30	net	net	ADJ
cpos-328	152	31	migration	migration	NOUN
cpos-328	152	32	rate	rate	NOUN
cpos-328	152	33	of	of	ADP
cpos-328	152	34	natives	native	NOUN
cpos-328	152	35	(	(	PUNCT
cpos-328	152	36	weber	weber	PROPN
cpos-328	152	37	2015b	2015b	NUM
cpos-328	152	38	)	)	PUNCT
cpos-328	152	39	.	.	PUNCT
cpos-328	153	1	a	a	DET
cpos-328	153	2	high	high	ADJ
cpos-328	153	3	concentration	concentration	NOUN
cpos-328	153	4	of	of	ADP
cpos-328	153	5	immigrants	immigrant	NOUN
cpos-328	153	6	is	be	AUX
cpos-328	153	7	,	,	PUNCT
cpos-328	153	8	for	for	ADP
cpos-328	153	9	example	example	NOUN
cpos-328	153	10	,	,	PUNCT
cpos-328	153	11	often	often	ADV
cpos-328	153	12	associated	associate	VERB
cpos-328	153	13	with	with	ADP
cpos-328	153	14	the	the	DET
cpos-328	153	15	fear	fear	NOUN
cpos-328	153	16	of	of	ADP
cpos-328	153	17	a	a	DET
cpos-328	153	18	decrease	decrease	NOUN
cpos-328	153	19	in	in	ADP
cpos-328	153	20	the	the	DET
cpos-328	153	21	educational	educational	ADJ
cpos-328	153	22	quality	quality	NOUN
cpos-328	153	23	of	of	ADP
cpos-328	153	24	schools	school	NOUN
cpos-328	153	25	due	due	ADP
cpos-328	153	26	to	to	ADP
cpos-328	153	27	language	language	NOUN
cpos-328	153	28	problems	problem	NOUN
cpos-328	153	29	and	and	CCONJ
cpos-328	153	30	cultural	cultural	ADJ
cpos-328	153	31	misunderstandings	misunderstanding	NOUN
cpos-328	153	32	(	(	PUNCT
cpos-328	153	33	svr	svr	PROPN
cpos-328	153	34	2016	2016	NUM
cpos-328	153	35	)	)	PUNCT
cpos-328	153	36	.	.	PUNCT
cpos-328	154	1	however	however	ADV
cpos-328	154	2	,	,	PUNCT
cpos-328	154	3	ethnically	ethnically	ADV
cpos-328	154	4	mixed	mixed	ADJ
cpos-328	154	5	but	but	CCONJ
cpos-328	154	6	prosperous	prosperous	ADJ
cpos-328	154	7	areas	area	NOUN
cpos-328	154	8	(	(	PUNCT
cpos-328	154	9	such	such	ADJ
cpos-328	154	10	as	as	ADP
cpos-328	154	11	university	university	NOUN
cpos-328	154	12	quarters	quarter	NOUN
cpos-328	154	13	)	)	PUNCT
cpos-328	154	14	are	be	AUX
cpos-328	154	15	still	still	ADV
cpos-328	154	16	popular	popular	ADJ
cpos-328	154	17	(	(	PUNCT
cpos-328	154	18	weber	weber	PROPN
cpos-328	154	19	2015b	2015b	NUM
cpos-328	154	20	)	)	PUNCT
cpos-328	154	21	.	.	PUNCT
cpos-328	155	1	tight	tight	ADJ
cpos-328	155	2	housing	housing	NOUN
cpos-328	155	3	markets	market	NOUN
cpos-328	155	4	one	one	NUM
cpos-328	155	5	of	of	ADP
cpos-328	155	6	the	the	DET
cpos-328	155	7	most	most	ADV
cpos-328	155	8	politically	politically	ADV
cpos-328	155	9	salient	salient	ADJ
cpos-328	155	10	issues	issue	NOUN
cpos-328	155	11	in	in	ADP
cpos-328	155	12	recent	recent	ADJ
cpos-328	155	13	years	year	NOUN
cpos-328	155	14	has	have	AUX
cpos-328	155	15	been	be	AUX
cpos-328	155	16	the	the	DET
cpos-328	155	17	sharp	sharp	ADJ
cpos-328	155	18	increase	increase	NOUN
cpos-328	155	19	in	in	ADP
cpos-328	155	20	housing	housing	NOUN
cpos-328	155	21	prices	price	NOUN
cpos-328	155	22	throughout	throughout	ADP
cpos-328	155	23	most	most	ADJ
cpos-328	155	24	of	of	ADP
cpos-328	155	25	germany	germany	PROPN
cpos-328	155	26	.	.	PUNCT
cpos-328	156	1	a	a	DET
cpos-328	156	2	tight	tight	ADJ
cpos-328	156	3	housing	housing	NOUN
cpos-328	156	4	market	market	NOUN
cpos-328	156	5	has	have	AUX
cpos-328	156	6	previously	previously	ADV
cpos-328	156	7	been	be	AUX
cpos-328	156	8	linked	link	VERB
cpos-328	156	9	to	to	ADP
cpos-328	156	10	low	low	ADJ
cpos-328	156	11	residential	residential	ADJ
cpos-328	156	12	mobility	mobility	NOUN
cpos-328	156	13	in	in	ADP
cpos-328	156	14	germany	germany	PROPN
cpos-328	156	15	(	(	PUNCT
cpos-328	156	16	clark	clark	NOUN
cpos-328	156	17	/	/	SYM
cpos-328	156	18	drever	drever	PROPN
cpos-328	156	19	2000	2000	NUM
cpos-328	156	20	)	)	PUNCT
cpos-328	156	21	.	.	PUNCT
cpos-328	157	1	some	some	DET
cpos-328	157	2	people	people	NOUN
cpos-328	157	3	might	might	AUX
cpos-328	157	4	consider	consider	VERB
cpos-328	157	5	moving	move	VERB
cpos-328	157	6	,	,	PUNCT
cpos-328	157	7	but	but	CCONJ
cpos-328	157	8	fi	fi	NOUN
cpos-328	157	9	nancial	nancial	ADJ
cpos-328	157	10	constraints	constraint	NOUN
cpos-328	157	11	impede	impede	VERB
cpos-328	157	12	actual	actual	ADJ
cpos-328	157	13	resettlement	resettlement	NOUN
cpos-328	157	14	.	.	PUNCT
cpos-328	158	1	for	for	ADP
cpos-328	158	2	many	many	ADJ
cpos-328	158	3	young	young	ADJ
cpos-328	158	4	adults	adult	NOUN
cpos-328	158	5	wishing	wish	VERB
cpos-328	158	6	to	to	PART
cpos-328	158	7	move	move	VERB
cpos-328	158	8	to	to	ADP
cpos-328	158	9	the	the	DET
cpos-328	158	10	city	city	NOUN
cpos-328	158	11	to	to	PART
cpos-328	158	12	enrol	enrol	VERB
cpos-328	158	13	at	at	ADP
cpos-328	158	14	university	university	NOUN
cpos-328	158	15	or	or	CCONJ
cpos-328	158	16	start	start	VERB
cpos-328	158	17	vocational	vocational	ADJ
cpos-328	158	18	education	education	NOUN
cpos-328	158	19	,	,	PUNCT
cpos-328	158	20	living	live	VERB
cpos-328	158	21	in	in	ADP
cpos-328	158	22	the	the	DET
cpos-328	158	23	core	core	ADJ
cpos-328	158	24	cities	city	NOUN
cpos-328	158	25	might	might	AUX
cpos-328	158	26	not	not	PART
cpos-328	158	27	be	be	AUX
cpos-328	158	28	affordable	affordable	ADJ
cpos-328	158	29	and	and	CCONJ
cpos-328	158	30	they	they	PRON
cpos-328	158	31	instead	instead	ADV
cpos-328	158	32	resort	resort	VERB
cpos-328	158	33	to	to	ADP
cpos-328	158	34	surrounding	surround	VERB
cpos-328	158	35	municipalities	municipality	NOUN
cpos-328	158	36	with	with	ADP
cpos-328	158	37	good	good	ADJ
cpos-328	158	38	public	public	ADJ
cpos-328	158	39	transport	transport	NOUN
cpos-328	158	40	connections	connection	NOUN
cpos-328	158	41	.	.	PUNCT
cpos-328	159	1	this	this	PRON
cpos-328	159	2	is	be	AUX
cpos-328	159	3	what	what	PRON
cpos-328	159	4	the	the	DET
cpos-328	159	5	descriptive	descriptive	ADJ
cpos-328	159	6	view	view	NOUN
cpos-328	159	7	already	already	ADV
cpos-328	159	8	suggests	suggest	VERB
cpos-328	159	9	for	for	SCONJ
cpos-328	159	10	munich	munich	PROPN
cpos-328	159	11	in	in	ADP
cpos-328	159	12	particular	particular	ADJ
cpos-328	159	13	(	(	PUNCT
cpos-328	159	14	see	see	VERB
cpos-328	159	15	fig	fig	NOUN
cpos-328	159	16	.	.	PUNCT
cpos-328	159	17	2	2	NUM
cpos-328	159	18	and	and	CCONJ
cpos-328	159	19	5	5	NUM
cpos-328	159	20	)	)	PUNCT
cpos-328	159	21	.	.	PUNCT
cpos-328	160	1	in	in	ADP
cpos-328	160	2	the	the	DET
cpos-328	160	3	family	family	NOUN
cpos-328	160	4	age	age	NOUN
cpos-328	160	5	groups	group	NOUN
cpos-328	160	6	,	,	PUNCT
cpos-328	160	7	the	the	DET
cpos-328	160	8	desire	desire	NOUN
cpos-328	160	9	to	to	PART
cpos-328	160	10	leave	leave	VERB
cpos-328	160	11	the	the	DET
cpos-328	160	12	city	city	NOUN
cpos-328	160	13	may	may	AUX
cpos-328	160	14	be	be	AUX
cpos-328	160	15	amplifi	amplifi	NOUN
cpos-328	160	16	ed	ed	NOUN
cpos-328	160	17	by	by	ADP
cpos-328	160	18	the	the	DET
cpos-328	160	19	inability	inability	NOUN
cpos-328	160	20	to	to	PART
cpos-328	160	21	fi	fi	VERB
cpos-328	160	22	nd	nd	ADV
cpos-328	160	23	larger	large	ADJ
cpos-328	160	24	apartments	apartment	NOUN
cpos-328	160	25	within	within	ADP
cpos-328	160	26	the	the	DET
cpos-328	160	27	city	city	NOUN
cpos-328	160	28	limits	limit	NOUN
cpos-328	160	29	after	after	ADP
cpos-328	160	30	the	the	DET
cpos-328	160	31	birth	birth	NOUN
cpos-328	160	32	of	of	ADP
cpos-328	160	33	a	a	DET
cpos-328	160	34	child	child	NOUN
cpos-328	160	35	(	(	PUNCT
cpos-328	160	36	busch	busch	PROPN
cpos-328	160	37	2016	2016	NUM
cpos-328	160	38	)	)	PUNCT
cpos-328	160	39	.	.	PUNCT
cpos-328	161	1	there	there	PRON
cpos-328	161	2	is	be	VERB
cpos-328	161	3	also	also	ADV
cpos-328	161	4	obviously	obviously	ADV
cpos-328	161	5	endogeneity	endogeneity	NOUN
cpos-328	161	6	with	with	ADP
cpos-328	161	7	regard	regard	NOUN
cpos-328	161	8	to	to	ADP
cpos-328	161	9	the	the	DET
cpos-328	161	10	effect	effect	NOUN
cpos-328	161	11	of	of	ADP
cpos-328	161	12	housing	housing	NOUN
cpos-328	161	13	costs	cost	NOUN
cpos-328	161	14	.	.	PUNCT
cpos-328	162	1	since	since	SCONJ
cpos-328	162	2	demand	demand	NOUN
cpos-328	162	3	for	for	ADP
cpos-328	162	4	housing	housing	NOUN
cpos-328	162	5	as	as	ADP
cpos-328	162	6	a	a	DET
cpos-328	162	7	consequence	consequence	NOUN
cpos-328	162	8	of	of	ADP
cpos-328	162	9	local	local	ADJ
cpos-328	162	10	population	population	NOUN
cpos-328	162	11	growth	growth	NOUN
cpos-328	162	12	is	be	AUX
cpos-328	162	13	one	one	NUM
cpos-328	162	14	of	of	ADP
cpos-328	162	15	the	the	DET
cpos-328	162	16	most	most	ADV
cpos-328	162	17	important	important	ADJ
cpos-328	162	18	determinants	determinant	NOUN
cpos-328	162	19	of	of	ADP
cpos-328	162	20	intranational	intranational	ADJ
cpos-328	162	21	variation	variation	NOUN
cpos-328	162	22	in	in	ADP
cpos-328	162	23	housing	housing	NOUN
cpos-328	162	24	prices	price	NOUN
cpos-328	162	25	–	–	PUNCT
cpos-328	162	26	other	other	ADJ
cpos-328	162	27	factors	factor	NOUN
cpos-328	162	28	such	such	ADJ
cpos-328	162	29	as	as	ADP
cpos-328	162	30	the	the	DET
cpos-328	162	31	interest	interest	NOUN
cpos-328	162	32	rate	rate	NOUN
cpos-328	162	33	are	be	AUX
cpos-328	162	34	constant	constant	ADJ
cpos-328	162	35	for	for	ADP
cpos-328	162	36	all	all	DET
cpos-328	162	37	regions	region	NOUN
cpos-328	162	38	–	–	PUNCT
cpos-328	162	39	residential	residential	ADJ
cpos-328	162	40	mobility	mobility	NOUN
cpos-328	162	41	affects	affect	VERB
cpos-328	162	42	housing	housing	NOUN
cpos-328	162	43	prices	price	NOUN
cpos-328	162	44	at	at	ADP
cpos-328	162	45	least	least	ADJ
cpos-328	162	46	as	as	ADV
cpos-328	162	47	much	much	ADJ
cpos-328	162	48	as	as	SCONJ
cpos-328	162	49	housing	housing	NOUN
cpos-328	162	50	prices	price	NOUN
cpos-328	162	51	affect	affect	VERB
cpos-328	162	52	residential	residential	ADJ
cpos-328	162	53	mobility	mobility	NOUN
cpos-328	162	54	.	.	PUNCT
cpos-328	163	1	whereas	whereas	SCONJ
cpos-328	163	2	the	the	DET
cpos-328	163	3	former	former	ADJ
cpos-328	163	4	relationship	relationship	NOUN
cpos-328	163	5	is	be	AUX
cpos-328	163	6	positive	positive	ADJ
cpos-328	163	7	,	,	PUNCT
cpos-328	163	8	however	however	ADV
cpos-328	163	9	,	,	PUNCT
cpos-328	163	10	the	the	DET
cpos-328	163	11	latter	latter	ADJ
cpos-328	163	12	is	be	AUX
cpos-328	163	13	negative	negative	ADJ
cpos-328	163	14	.	.	PUNCT
cpos-328	164	1	rising	rise	VERB
cpos-328	164	2	housing	housing	NOUN
cpos-328	164	3	prices	price	NOUN
cpos-328	164	4	are	be	AUX
cpos-328	164	5	thus	thus	ADV
cpos-328	164	6	a	a	DET
cpos-328	164	7	strong	strong	ADJ
cpos-328	164	8	indicator	indicator	NOUN
cpos-328	164	9	of	of	ADP
cpos-328	164	10	population	population	NOUN
cpos-328	164	11	growth	growth	NOUN
cpos-328	164	12	in	in	ADP
cpos-328	164	13	the	the	DET
cpos-328	164	14	past	past	NOUN
cpos-328	164	15	,	,	PUNCT
cpos-328	164	16	but	but	CCONJ
cpos-328	164	17	can	can	AUX
cpos-328	164	18	deter	deter	VERB
cpos-328	164	19	future	future	ADJ
cpos-328	164	20	infl	infl	PROPN
cpos-328	164	21	ows	ows	PROPN
cpos-328	164	22	if	if	SCONJ
cpos-328	164	23	the	the	DET
cpos-328	164	24	price	price	NOUN
cpos-328	164	25	level	level	NOUN
cpos-328	164	26	surpasses	surpass	VERB
cpos-328	164	27	the	the	DET
cpos-328	164	28	acceptance	acceptance	NOUN
cpos-328	164	29	limit	limit	NOUN
cpos-328	164	30	of	of	ADP
cpos-328	164	31	potential	potential	ADJ
cpos-328	164	32	inmovers	inmover	NOUN
cpos-328	164	33	.	.	PUNCT
cpos-328	165	1	the	the	DET
cpos-328	165	2	housing	housing	NOUN
cpos-328	165	3	market	market	NOUN
cpos-328	165	4	also	also	ADV
cpos-328	165	5	interacts	interact	VERB
cpos-328	165	6	with	with	ADP
cpos-328	165	7	residential	residential	ADJ
cpos-328	165	8	segregation	segregation	NOUN
cpos-328	165	9	along	along	ADP
cpos-328	165	10	socio	socio	NOUN
cpos-328	165	11	-	-	PUNCT
cpos-328	165	12	economic	economic	ADJ
cpos-328	165	13	or	or	CCONJ
cpos-328	165	14	ethnic	ethnic	ADJ
cpos-328	165	15	lines	line	NOUN
cpos-328	165	16	and	and	CCONJ
cpos-328	165	17	with	with	ADP
cpos-328	165	18	geographic	geographic	ADJ
cpos-328	165	19	location	location	NOUN
cpos-328	165	20	.	.	PUNCT
cpos-328	166	1	on	on	ADP
cpos-328	166	2	the	the	DET
cpos-328	166	3	one	one	NUM
cpos-328	166	4	hand	hand	NOUN
cpos-328	166	5	,	,	PUNCT
cpos-328	166	6	high	high	ADJ
cpos-328	166	7	rents	rent	NOUN
cpos-328	166	8	may	may	AUX
cpos-328	166	9	impede	impede	VERB
cpos-328	166	10	people	people	NOUN
cpos-328	166	11	with	with	ADP
cpos-328	166	12	a	a	DET
cpos-328	166	13	low	low	ADJ
cpos-328	166	14	socio	socio	NOUN
cpos-328	166	15	-	-	PUNCT
cpos-328	166	16	economic	economic	ADJ
cpos-328	166	17	status	status	NOUN
cpos-328	166	18	from	from	ADP
cpos-328	166	19	moving	move	VERB
cpos-328	166	20	into	into	ADP
cpos-328	166	21	certain	certain	ADJ
cpos-328	166	22	municipalities	municipality	NOUN
cpos-328	166	23	or	or	CCONJ
cpos-328	166	24	prompt	prompt	VERB
cpos-328	166	25	them	they	PRON
cpos-328	166	26	to	to	PART
cpos-328	166	27	leave	leave	VERB
cpos-328	166	28	in	in	ADP
cpos-328	166	29	the	the	DET
cpos-328	166	30	case	case	NOUN
cpos-328	166	31	of	of	ADP
cpos-328	166	32	“	"	PUNCT
cpos-328	166	33	gentrifi	gentrifi	NOUN
cpos-328	166	34	cation	cation	NOUN
cpos-328	166	35	”	"	PUNCT
cpos-328	166	36	of	of	ADP
cpos-328	166	37	previously	previously	ADV
cpos-328	166	38	cheaper	cheap	ADJ
cpos-328	166	39	areas	area	NOUN
cpos-328	166	40	.	.	PUNCT
cpos-328	167	1	on	on	ADP
cpos-328	167	2	the	the	DET
cpos-328	167	3	other	other	ADJ
cpos-328	167	4	hand	hand	NOUN
cpos-328	167	5	,	,	PUNCT
cpos-328	167	6	depending	depend	VERB
cpos-328	167	7	on	on	ADP
cpos-328	167	8	the	the	DET
cpos-328	167	9	demographic	demographic	ADJ
cpos-328	167	10	composition	composition	NOUN
cpos-328	167	11	of	of	ADP
cpos-328	167	12	a	a	DET
cpos-328	167	13	municipality	municipality	NOUN
cpos-328	167	14	,	,	PUNCT
cpos-328	167	15	potential	potential	ADJ
cpos-328	167	16	in	in	ADP
cpos-328	167	17	-	-	PUNCT
cpos-328	167	18	movers	mover	NOUN
cpos-328	167	19	may	may	AUX
cpos-328	167	20	be	be	AUX
cpos-328	167	21	more	more	ADV
cpos-328	167	22	or	or	CCONJ
cpos-328	167	23	less	less	ADV
cpos-328	167	24	willing	willing	ADJ
cpos-328	167	25	to	to	PART
cpos-328	167	26	pay	pay	VERB
cpos-328	167	27	high	high	ADJ
cpos-328	167	28	housing	housing	NOUN
cpos-328	167	29	how	how	SCONJ
cpos-328	167	30	well	well	ADV
cpos-328	167	31	can	can	AUX
cpos-328	167	32	the	the	DET
cpos-328	167	33	migration	migration	NOUN
cpos-328	167	34	component	component	NOUN
cpos-328	167	35	of	of	ADP
cpos-328	167	36	regional	regional	ADJ
cpos-328	167	37	population	population	NOUN
cpos-328	167	38	change	change	NOUN
cpos-328	167	39	be	be	AUX
cpos-328	167	40	predicted	predict	VERB
cpos-328	167	41	?	?	PUNCT
cpos-328	168	1	•	•	NOUN
cpos-328	168	2	155	155	NUM
cpos-328	168	3	prices	price	NOUN
cpos-328	168	4	.	.	PUNCT
cpos-328	169	1	municipalities	municipality	NOUN
cpos-328	169	2	within	within	ADP
cpos-328	169	3	commuting	commuting	NOUN
cpos-328	169	4	distance	distance	NOUN
cpos-328	169	5	of	of	ADP
cpos-328	169	6	big	big	ADJ
cpos-328	169	7	,	,	PUNCT
cpos-328	169	8	prosperous	prosperous	ADJ
cpos-328	169	9	cities	city	NOUN
cpos-328	169	10	with	with	ADP
cpos-328	169	11	a	a	DET
cpos-328	169	12	low	low	ADJ
cpos-328	169	13	proportion	proportion	NOUN
cpos-328	169	14	of	of	ADP
cpos-328	169	15	socio	socio	NOUN
cpos-328	169	16	-	-	PUNCT
cpos-328	169	17	economically	economically	ADV
cpos-328	169	18	deprived	deprive	VERB
cpos-328	169	19	residents	resident	NOUN
cpos-328	169	20	or	or	CCONJ
cpos-328	169	21	ethnic	ethnic	ADJ
cpos-328	169	22	minorities	minority	NOUN
cpos-328	169	23	are	be	AUX
cpos-328	169	24	probably	probably	ADV
cpos-328	169	25	most	most	ADV
cpos-328	169	26	attractive	attractive	ADJ
cpos-328	169	27	to	to	ADP
cpos-328	169	28	families	family	NOUN
cpos-328	169	29	who	who	PRON
cpos-328	169	30	want	want	VERB
cpos-328	169	31	to	to	PART
cpos-328	169	32	move	move	VERB
cpos-328	169	33	into	into	ADP
cpos-328	169	34	the	the	DET
cpos-328	169	35	broader	broad	ADJ
cpos-328	169	36	metropolitan	metropolitan	ADJ
cpos-328	169	37	area	area	NOUN
cpos-328	169	38	.	.	PUNCT
cpos-328	170	1	in	in	ADP
cpos-328	170	2	this	this	DET
cpos-328	170	3	case	case	NOUN
cpos-328	170	4	,	,	PUNCT
cpos-328	170	5	housing	housing	NOUN
cpos-328	170	6	prices	price	NOUN
cpos-328	170	7	are	be	AUX
cpos-328	170	8	likely	likely	ADJ
cpos-328	170	9	to	to	PART
cpos-328	170	10	be	be	AUX
cpos-328	170	11	higher	high	ADJ
cpos-328	170	12	.	.	PUNCT
cpos-328	171	1	increase	increase	VERB
cpos-328	171	2	in	in	ADP
cpos-328	171	3	international	international	ADJ
cpos-328	171	4	migration	migration	NOUN
cpos-328	171	5	while	while	SCONJ
cpos-328	171	6	the	the	DET
cpos-328	171	7	previous	previous	ADJ
cpos-328	171	8	theoretical	theoretical	ADJ
cpos-328	171	9	considerations	consideration	NOUN
cpos-328	171	10	have	have	AUX
cpos-328	171	11	mostly	mostly	ADV
cpos-328	171	12	focused	focus	VERB
cpos-328	171	13	on	on	ADP
cpos-328	171	14	residential	residential	ADJ
cpos-328	171	15	mobility	mobility	NOUN
cpos-328	171	16	within	within	ADP
cpos-328	171	17	germany	germany	PROPN
cpos-328	171	18	,	,	PUNCT
cpos-328	171	19	the	the	DET
cpos-328	171	20	descriptive	descriptive	ADJ
cpos-328	171	21	view	view	NOUN
cpos-328	171	22	has	have	AUX
cpos-328	171	23	already	already	ADV
cpos-328	171	24	suggested	suggest	VERB
cpos-328	171	25	that	that	SCONJ
cpos-328	171	26	international	international	ADJ
cpos-328	171	27	migration	migration	NOUN
cpos-328	171	28	plays	play	VERB
cpos-328	171	29	a	a	DET
cpos-328	171	30	major	major	ADJ
cpos-328	171	31	role	role	NOUN
cpos-328	171	32	in	in	ADP
cpos-328	171	33	determining	determine	VERB
cpos-328	171	34	the	the	DET
cpos-328	171	35	demographic	demographic	ADJ
cpos-328	171	36	prospects	prospect	NOUN
cpos-328	171	37	of	of	ADP
cpos-328	171	38	many	many	ADJ
cpos-328	171	39	regions	region	NOUN
cpos-328	171	40	.	.	PUNCT
cpos-328	172	1	mobility	mobility	NOUN
cpos-328	172	2	patterns	pattern	NOUN
cpos-328	172	3	of	of	ADP
cpos-328	172	4	international	international	ADJ
cpos-328	172	5	migrants	migrant	NOUN
cpos-328	172	6	are	be	AUX
cpos-328	172	7	different	different	ADJ
cpos-328	172	8	to	to	ADP
cpos-328	172	9	those	those	PRON
cpos-328	172	10	of	of	ADP
cpos-328	172	11	internal	internal	ADJ
cpos-328	172	12	migrants	migrant	NOUN
cpos-328	172	13	(	(	PUNCT
cpos-328	172	14	compare	compare	VERB
cpos-328	172	15	fig	fig	NOUN
cpos-328	172	16	.	.	PUNCT
cpos-328	173	1	6	6	NUM
cpos-328	173	2	and	and	CCONJ
cpos-328	173	3	7	7	NUM
cpos-328	173	4	)	)	PUNCT
cpos-328	173	5	.	.	PUNCT
cpos-328	174	1	there	there	PRON
cpos-328	174	2	is	be	VERB
cpos-328	174	3	abundant	abundant	ADJ
cpos-328	174	4	evidence	evidence	NOUN
cpos-328	174	5	that	that	SCONJ
cpos-328	174	6	international	international	ADJ
cpos-328	174	7	migrants	migrant	NOUN
cpos-328	174	8	tend	tend	VERB
cpos-328	174	9	to	to	PART
cpos-328	174	10	move	move	VERB
cpos-328	174	11	into	into	ADP
cpos-328	174	12	big	big	ADJ
cpos-328	174	13	cities	city	NOUN
cpos-328	174	14	where	where	SCONJ
cpos-328	174	15	other	other	ADJ
cpos-328	174	16	migrants	migrant	NOUN
cpos-328	174	17	already	already	ADV
cpos-328	174	18	live	live	VERB
cpos-328	174	19	(	(	PUNCT
cpos-328	174	20	e.g.	e.g.	ADV
cpos-328	174	21	mayda	mayda	NOUN
cpos-328	174	22	2010	2010	NUM
cpos-328	174	23	)	)	PUNCT
cpos-328	174	24	.	.	PUNCT
cpos-328	175	1	we	we	PRON
cpos-328	175	2	can	can	AUX
cpos-328	175	3	thus	thus	ADV
cpos-328	175	4	hypothesise	hypothesise	VERB
cpos-328	175	5	that	that	SCONJ
cpos-328	175	6	,	,	PUNCT
cpos-328	175	7	in	in	ADP
cpos-328	175	8	terms	term	NOUN
cpos-328	175	9	of	of	ADP
cpos-328	175	10	the	the	DET
cpos-328	175	11	weighting	weighting	NOUN
cpos-328	175	12	placed	place	VERB
cpos-328	175	13	on	on	ADP
cpos-328	175	14	different	different	ADJ
cpos-328	175	15	attributes	attribute	NOUN
cpos-328	175	16	of	of	ADP
cpos-328	175	17	a	a	DET
cpos-328	175	18	municipality	municipality	NOUN
cpos-328	175	19	,	,	PUNCT
cpos-328	175	20	equation	equation	NOUN
cpos-328	175	21	(	(	PUNCT
cpos-328	175	22	1	1	X
cpos-328	175	23	)	)	PUNCT
cpos-328	175	24	looks	look	VERB
cpos-328	175	25	different	different	ADJ
cpos-328	175	26	for	for	ADP
cpos-328	175	27	migrants	migrant	NOUN
cpos-328	175	28	than	than	SCONJ
cpos-328	175	29	it	it	PRON
cpos-328	175	30	does	do	AUX
cpos-328	175	31	for	for	ADP
cpos-328	175	32	natives	native	NOUN
cpos-328	175	33	.	.	PUNCT
cpos-328	176	1	in	in	ADP
cpos-328	176	2	particular	particular	ADJ
cpos-328	176	3	,	,	PUNCT
cpos-328	176	4	we	we	PRON
cpos-328	176	5	assume	assume	VERB
cpos-328	176	6	that	that	SCONJ
cpos-328	176	7	migrants	migrant	NOUN
cpos-328	176	8	are	be	AUX
cpos-328	176	9	willing	willing	ADJ
cpos-328	176	10	to	to	PART
cpos-328	176	11	pay	pay	VERB
cpos-328	176	12	a	a	DET
cpos-328	176	13	larger	large	ADJ
cpos-328	176	14	share	share	NOUN
cpos-328	176	15	of	of	ADP
cpos-328	176	16	their	their	PRON
cpos-328	176	17	income	income	NOUN
cpos-328	176	18	to	to	ADP
cpos-328	176	19	housing	housing	NOUN
cpos-328	176	20	if	if	SCONJ
cpos-328	176	21	it	it	PRON
cpos-328	176	22	allows	allow	VERB
cpos-328	176	23	them	they	PRON
cpos-328	176	24	to	to	PART
cpos-328	176	25	live	live	VERB
cpos-328	176	26	close	close	ADV
cpos-328	176	27	to	to	ADP
cpos-328	176	28	kinship	kinship	NOUN
cpos-328	176	29	and	and	CCONJ
cpos-328	176	30	fellow	fellow	ADJ
cpos-328	176	31	countrymen	countryman	NOUN
cpos-328	176	32	in	in	ADP
cpos-328	176	33	the	the	DET
cpos-328	176	34	big	big	ADJ
cpos-328	176	35	cities	city	NOUN
cpos-328	176	36	.	.	PUNCT
cpos-328	177	1	for	for	ADP
cpos-328	177	2	recent	recent	ADJ
cpos-328	177	3	refugees	refugee	NOUN
cpos-328	177	4	in	in	ADP
cpos-328	177	5	particular	particular	ADJ
cpos-328	177	6	,	,	PUNCT
cpos-328	177	7	it	it	PRON
cpos-328	177	8	should	should	AUX
cpos-328	177	9	also	also	ADV
cpos-328	177	10	be	be	AUX
cpos-328	177	11	noted	note	VERB
cpos-328	177	12	that	that	SCONJ
cpos-328	177	13	their	their	PRON
cpos-328	177	14	location	location	NOUN
cpos-328	177	15	choices	choice	NOUN
cpos-328	177	16	(	(	PUNCT
cpos-328	177	17	if	if	SCONJ
cpos-328	177	18	they	they	PRON
cpos-328	177	19	do	do	AUX
cpos-328	177	20	have	have	VERB
cpos-328	177	21	a	a	DET
cpos-328	177	22	choice	choice	NOUN
cpos-328	177	23	)	)	PUNCT
cpos-328	177	24	are	be	AUX
cpos-328	177	25	less	less	ADV
cpos-328	177	26	sensitive	sensitive	ADJ
cpos-328	177	27	to	to	ADP
cpos-328	177	28	the	the	DET
cpos-328	177	29	housing	housing	NOUN
cpos-328	177	30	market	market	NOUN
cpos-328	177	31	.	.	PUNCT
cpos-328	178	1	in	in	ADP
cpos-328	178	2	sum	sum	NOUN
cpos-328	178	3	,	,	PUNCT
cpos-328	178	4	the	the	DET
cpos-328	178	5	following	follow	VERB
cpos-328	178	6	assumptions	assumption	NOUN
cpos-328	178	7	can	can	AUX
cpos-328	178	8	be	be	AUX
cpos-328	178	9	made	make	VERB
cpos-328	178	10	about	about	ADP
cpos-328	178	11	the	the	DET
cpos-328	178	12	determinants	determinant	NOUN
cpos-328	178	13	of	of	ADP
cpos-328	178	14	residential	residential	ADJ
cpos-328	178	15	mobility	mobility	NOUN
cpos-328	178	16	among	among	ADP
cpos-328	178	17	young	young	ADJ
cpos-328	178	18	people	people	NOUN
cpos-328	178	19	and	and	CCONJ
cpos-328	178	20	families	family	NOUN
cpos-328	178	21	:	:	PUNCT
cpos-328	178	22	•	•	NUM
cpos-328	178	23	young	young	ADJ
cpos-328	178	24	adults	adult	NOUN
cpos-328	178	25	’	'	PUNCT
cpos-328	178	26	(	(	PUNCT
cpos-328	178	27	18	18	NUM
cpos-328	178	28	to	to	PART
cpos-328	178	29	24	24	NUM
cpos-328	178	30	years	year	NOUN
cpos-328	178	31	)	)	PUNCT
cpos-328	178	32	propensity	propensity	NOUN
cpos-328	178	33	to	to	PART
cpos-328	178	34	move	move	VERB
cpos-328	178	35	to	to	ADP
cpos-328	178	36	large	large	ADJ
cpos-328	178	37	cities	city	NOUN
cpos-328	178	38	with	with	ADP
cpos-328	178	39	universities	university	NOUN
cpos-328	178	40	will	will	AUX
cpos-328	178	41	increase	increase	VERB
cpos-328	178	42	over	over	ADP
cpos-328	178	43	the	the	DET
cpos-328	178	44	study	study	NOUN
cpos-328	178	45	period	period	NOUN
cpos-328	178	46	due	due	ADP
cpos-328	178	47	to	to	ADP
cpos-328	178	48	the	the	DET
cpos-328	178	49	continued	continue	VERB
cpos-328	178	50	expansion	expansion	NOUN
cpos-328	178	51	of	of	ADP
cpos-328	178	52	tertiary	tertiary	ADJ
cpos-328	178	53	education	education	NOUN
cpos-328	178	54	.	.	PUNCT
cpos-328	179	1	•	•	NOUN
cpos-328	179	2	in	in	ADP
cpos-328	179	3	the	the	DET
cpos-328	179	4	most	most	ADV
cpos-328	179	5	prosperous	prosperous	ADJ
cpos-328	179	6	cities	city	NOUN
cpos-328	179	7	where	where	SCONJ
cpos-328	179	8	housing	housing	NOUN
cpos-328	179	9	prices	price	NOUN
cpos-328	179	10	are	be	AUX
cpos-328	179	11	highest	high	ADJ
cpos-328	179	12	,	,	PUNCT
cpos-328	179	13	the	the	DET
cpos-328	179	14	surrounding	surround	VERB
cpos-328	179	15	areas	area	NOUN
cpos-328	179	16	with	with	ADP
cpos-328	179	17	access	access	NOUN
cpos-328	179	18	to	to	ADP
cpos-328	179	19	good	good	ADJ
cpos-328	179	20	public	public	ADJ
cpos-328	179	21	transport	transport	NOUN
cpos-328	179	22	connections	connection	NOUN
cpos-328	179	23	will	will	AUX
cpos-328	179	24	also	also	ADV
cpos-328	179	25	attract	attract	VERB
cpos-328	179	26	young	young	ADJ
cpos-328	179	27	people	people	NOUN
cpos-328	179	28	,	,	PUNCT
cpos-328	179	29	and	and	CCONJ
cpos-328	179	30	fewer	few	ADJ
cpos-328	179	31	school	school	NOUN
cpos-328	179	32	leavers	leaver	NOUN
cpos-328	179	33	originating	originate	VERB
cpos-328	179	34	from	from	ADP
cpos-328	179	35	these	these	DET
cpos-328	179	36	areas	area	NOUN
cpos-328	179	37	will	will	AUX
cpos-328	179	38	move	move	VERB
cpos-328	179	39	out	out	ADP
cpos-328	179	40	of	of	ADP
cpos-328	179	41	their	their	PRON
cpos-328	179	42	parental	parental	ADJ
cpos-328	179	43	home	home	NOUN
cpos-328	179	44	into	into	ADP
cpos-328	179	45	the	the	DET
cpos-328	179	46	city	city	NOUN
cpos-328	179	47	due	due	ADP
cpos-328	179	48	to	to	ADP
cpos-328	179	49	the	the	DET
cpos-328	179	50	higher	high	ADJ
cpos-328	179	51	living	living	NOUN
cpos-328	179	52	costs	cost	NOUN
cpos-328	179	53	.	.	PUNCT
cpos-328	180	1	•	•	X
cpos-328	180	2	for	for	ADP
cpos-328	180	3	rural	rural	ADJ
cpos-328	180	4	areas	area	NOUN
cpos-328	180	5	farther	far	ADV
cpos-328	180	6	away	away	ADV
cpos-328	180	7	from	from	ADP
cpos-328	180	8	large	large	ADJ
cpos-328	180	9	cities	city	NOUN
cpos-328	180	10	,	,	PUNCT
cpos-328	180	11	a	a	DET
cpos-328	180	12	crucial	crucial	ADJ
cpos-328	180	13	aspect	aspect	NOUN
cpos-328	180	14	in	in	ADP
cpos-328	180	15	attracting	attract	VERB
cpos-328	180	16	young	young	ADJ
cpos-328	180	17	people	people	NOUN
cpos-328	180	18	or	or	CCONJ
cpos-328	180	19	preventing	prevent	VERB
cpos-328	180	20	them	they	PRON
cpos-328	180	21	from	from	ADP
cpos-328	180	22	leaving	leave	VERB
cpos-328	180	23	will	will	AUX
cpos-328	180	24	be	be	AUX
cpos-328	180	25	whether	whether	SCONJ
cpos-328	180	26	universities	university	NOUN
cpos-328	180	27	(	(	PUNCT
cpos-328	180	28	of	of	ADP
cpos-328	180	29	applied	apply	VERB
cpos-328	180	30	sciences	science	NOUN
cpos-328	180	31	)	)	PUNCT
cpos-328	180	32	are	be	AUX
cpos-328	180	33	within	within	ADP
cpos-328	180	34	reach	reach	NOUN
cpos-328	180	35	.	.	PUNCT
cpos-328	181	1	the	the	DET
cpos-328	181	2	labour	labour	NOUN
cpos-328	181	3	market	market	NOUN
cpos-328	181	4	and	and	CCONJ
cpos-328	181	5	opportunities	opportunity	NOUN
cpos-328	181	6	for	for	ADP
cpos-328	181	7	vocational	vocational	ADJ
cpos-328	181	8	education	education	NOUN
cpos-328	181	9	still	still	ADV
cpos-328	181	10	play	play	VERB
cpos-328	181	11	a	a	DET
cpos-328	181	12	vital	vital	ADJ
cpos-328	181	13	role	role	NOUN
cpos-328	181	14	,	,	PUNCT
cpos-328	181	15	but	but	CCONJ
cpos-328	181	16	tertiary	tertiary	ADJ
cpos-328	181	17	education	education	NOUN
cpos-328	181	18	is	be	AUX
cpos-328	181	19	gaining	gain	VERB
cpos-328	181	20	in	in	ADP
cpos-328	181	21	importance	importance	NOUN
cpos-328	181	22	over	over	ADP
cpos-328	181	23	time	time	NOUN
cpos-328	181	24	.	.	PUNCT
cpos-328	182	1	•	•	NUM
cpos-328	182	2	families	family	NOUN
cpos-328	182	3	who	who	PRON
cpos-328	182	4	value	value	VERB
cpos-328	182	5	access	access	NOUN
cpos-328	182	6	to	to	ADP
cpos-328	182	7	green	green	ADJ
cpos-328	182	8	areas	area	NOUN
cpos-328	182	9	,	,	PUNCT
cpos-328	182	10	larger	large	ADJ
cpos-328	182	11	living	living	NOUN
cpos-328	182	12	spaces	space	NOUN
cpos-328	182	13	,	,	PUNCT
cpos-328	182	14	and	and	CCONJ
cpos-328	182	15	schools	school	NOUN
cpos-328	182	16	with	with	ADP
cpos-328	182	17	a	a	DET
cpos-328	182	18	low	low	ADJ
cpos-328	182	19	share	share	NOUN
cpos-328	182	20	of	of	ADP
cpos-328	182	21	socio	socio	NOUN
cpos-328	182	22	-	-	PUNCT
cpos-328	182	23	economically	economically	ADV
cpos-328	182	24	deprived	deprive	VERB
cpos-328	182	25	children	child	NOUN
cpos-328	182	26	are	be	AUX
cpos-328	182	27	more	more	ADV
cpos-328	182	28	likely	likely	ADJ
cpos-328	182	29	to	to	PART
cpos-328	182	30	move	move	VERB
cpos-328	182	31	to	to	ADP
cpos-328	182	32	suburban	suburban	ADJ
cpos-328	182	33	or	or	CCONJ
cpos-328	182	34	rural	rural	ADJ
cpos-328	182	35	areas	area	NOUN
cpos-328	182	36	with	with	ADP
cpos-328	182	37	low	low	ADJ
cpos-328	182	38	unemployment	unemployment	NOUN
cpos-328	182	39	and	and	CCONJ
cpos-328	182	40	high	high	ADJ
cpos-328	182	41	income	income	NOUN
cpos-328	182	42	levels	level	NOUN
cpos-328	182	43	compared	compare	VERB
cpos-328	182	44	with	with	ADP
cpos-328	182	45	large	large	ADJ
cpos-328	182	46	cities	city	NOUN
cpos-328	182	47	.	.	PUNCT
cpos-328	183	1	•	•	NUM
cpos-328	183	2	however	however	ADV
cpos-328	183	3	,	,	PUNCT
cpos-328	183	4	since	since	SCONJ
cpos-328	183	5	an	an	DET
cpos-328	183	6	increasing	increase	VERB
cpos-328	183	7	share	share	NOUN
cpos-328	183	8	of	of	ADP
cpos-328	183	9	young	young	ADJ
cpos-328	183	10	-	-	PUNCT
cpos-328	183	11	to	to	ADP
cpos-328	183	12	-	-	PUNCT
cpos-328	183	13	middle	middle	ADJ
cpos-328	183	14	-	-	PUNCT
cpos-328	183	15	aged	aged	ADJ
cpos-328	183	16	mothers	mother	NOUN
cpos-328	183	17	and	and	CCONJ
cpos-328	183	18	fathers	father	NOUN
cpos-328	183	19	has	have	AUX
cpos-328	183	20	undergone	undergo	VERB
cpos-328	183	21	tertiary	tertiary	ADJ
cpos-328	183	22	education	education	NOUN
cpos-328	183	23	,	,	PUNCT
cpos-328	183	24	these	these	DET
cpos-328	183	25	suburban	suburban	ADJ
cpos-328	183	26	or	or	CCONJ
cpos-328	183	27	rural	rural	ADJ
cpos-328	183	28	areas	area	NOUN
cpos-328	183	29	need	need	VERB
cpos-328	183	30	to	to	PART
cpos-328	183	31	be	be	AUX
cpos-328	183	32	in	in	ADP
cpos-328	183	33	reach	reach	NOUN
cpos-328	183	34	of	of	ADP
cpos-328	183	35	large	large	ADJ
cpos-328	183	36	cities	city	NOUN
cpos-328	183	37	with	with	ADP
cpos-328	183	38	a	a	DET
cpos-328	183	39	diversifi	diversifi	NOUN
cpos-328	183	40	ed	ed	NOUN
cpos-328	183	41	economy	economy	NOUN
cpos-328	183	42	.	.	PUNCT
cpos-328	184	1	thus	thus	ADV
cpos-328	184	2	,	,	PUNCT
cpos-328	184	3	areas	area	NOUN
cpos-328	184	4	that	that	PRON
cpos-328	184	5	are	be	AUX
cpos-328	184	6	within	within	ADP
cpos-328	184	7	short	short	ADJ
cpos-328	184	8	distances	distance	NOUN
cpos-328	184	9	of	of	ADP
cpos-328	184	10	large	large	ADJ
cpos-328	184	11	cities	city	NOUN
cpos-328	184	12	,	,	PUNCT
cpos-328	184	13	have	have	VERB
cpos-328	184	14	access	access	NOUN
cpos-328	184	15	to	to	ADP
cpos-328	184	16	public	public	ADJ
cpos-328	184	17	transport	transport	NOUN
cpos-328	184	18	,	,	PUNCT
cpos-328	184	19	and	and	CCONJ
cpos-328	184	20	only	only	ADV
cpos-328	184	21	a	a	DET
cpos-328	184	22	small	small	ADJ
cpos-328	184	23	number	number	NOUN
cpos-328	184	24	of	of	ADP
cpos-328	184	25	residents	resident	NOUN
cpos-328	184	26	with	with	ADP
cpos-328	184	27	a	a	DET
cpos-328	184	28	low	low	ADJ
cpos-328	184	29	socio	socio	NOUN
cpos-328	184	30	-	-	PUNCT
cpos-328	184	31	economic	economic	ADJ
cpos-328	184	32	status	status	NOUN
cpos-328	184	33	,	,	PUNCT
cpos-328	184	34	will	will	AUX
cpos-328	184	35	likely	likely	ADV
cpos-328	184	36	lead	lead	VERB
cpos-328	184	37	to	to	ADP
cpos-328	184	38	high	high	PROPN
cpos-328	184	39	infl	infl	PROPN
cpos-328	184	40	ows	ows	PROPN
cpos-328	184	41	of	of	ADP
cpos-328	184	42	family	family	NOUN
cpos-328	184	43	-	-	PUNCT
cpos-328	184	44	age	age	NOUN
cpos-328	184	45	people	people	NOUN
cpos-328	184	46	.	.	PUNCT
cpos-328	185	1	•	•	NUM
cpos-328	185	2	hannes	hannes	PROPN
cpos-328	185	3	weber156	weber156	PROPN
cpos-328	185	4	•	•	ADP
cpos-328	185	5	rising	rise	VERB
cpos-328	185	6	housing	housing	NOUN
cpos-328	185	7	costs	cost	NOUN
cpos-328	185	8	and	and	CCONJ
cpos-328	185	9	an	an	DET
cpos-328	185	10	increasing	increase	VERB
cpos-328	185	11	concentration	concentration	NOUN
cpos-328	185	12	in	in	ADP
cpos-328	185	13	cities	city	NOUN
cpos-328	185	14	of	of	ADP
cpos-328	185	15	residents	resident	NOUN
cpos-328	185	16	with	with	ADP
cpos-328	185	17	a	a	DET
cpos-328	185	18	low	low	ADJ
cpos-328	185	19	socio	socio	NOUN
cpos-328	185	20	-	-	PUNCT
cpos-328	185	21	economic	economic	ADJ
cpos-328	185	22	status	status	NOUN
cpos-328	185	23	will	will	AUX
cpos-328	185	24	accelerate	accelerate	VERB
cpos-328	185	25	this	this	DET
cpos-328	185	26	trend	trend	NOUN
cpos-328	185	27	of	of	ADP
cpos-328	185	28	families	family	NOUN
cpos-328	185	29	moving	move	VERB
cpos-328	185	30	towards	towards	ADP
cpos-328	185	31	suburban	suburban	ADJ
cpos-328	185	32	and	and	CCONJ
cpos-328	185	33	rural	rural	ADJ
cpos-328	185	34	areas	area	NOUN
cpos-328	185	35	.	.	PUNCT
cpos-328	186	1	•	•	NUM
cpos-328	186	2	places	place	NOUN
cpos-328	186	3	with	with	ADP
cpos-328	186	4	a	a	DET
cpos-328	186	5	high	high	ADJ
cpos-328	186	6	share	share	NOUN
cpos-328	186	7	of	of	ADP
cpos-328	186	8	immigrants	immigrant	NOUN
cpos-328	186	9	can	can	AUX
cpos-328	186	10	be	be	AUX
cpos-328	186	11	expected	expect	VERB
cpos-328	186	12	to	to	PART
cpos-328	186	13	attract	attract	VERB
cpos-328	186	14	more	more	ADJ
cpos-328	186	15	immigrants	immigrant	NOUN
cpos-328	186	16	in	in	ADP
cpos-328	186	17	the	the	DET
cpos-328	186	18	future	future	NOUN
cpos-328	186	19	–	–	PUNCT
cpos-328	186	20	the	the	DET
cpos-328	186	21	volume	volume	NOUN
cpos-328	186	22	of	of	ADP
cpos-328	186	23	these	these	DET
cpos-328	186	24	fl	fl	PROPN
cpos-328	186	25	ows	ow	NOUN
cpos-328	186	26	,	,	PUNCT
cpos-328	186	27	however	however	ADV
cpos-328	186	28	,	,	PUNCT
cpos-328	186	29	is	be	AUX
cpos-328	186	30	highly	highly	ADV
cpos-328	186	31	conditional	conditional	ADJ
cpos-328	186	32	upon	upon	SCONJ
cpos-328	186	33	national	national	ADJ
cpos-328	186	34	and	and	CCONJ
cpos-328	186	35	international	international	ADJ
cpos-328	186	36	factors	factor	NOUN
cpos-328	186	37	such	such	ADJ
cpos-328	186	38	as	as	ADP
cpos-328	186	39	domestic	domestic	ADJ
cpos-328	186	40	migration	migration	NOUN
cpos-328	186	41	policies	policy	NOUN
cpos-328	186	42	,	,	PUNCT
cpos-328	186	43	and	and	CCONJ
cpos-328	186	44	is	be	AUX
cpos-328	186	45	hardly	hardly	ADV
cpos-328	186	46	predictable	predictable	ADJ
cpos-328	186	47	on	on	ADP
cpos-328	186	48	a	a	DET
cpos-328	186	49	local	local	ADJ
cpos-328	186	50	basis	basis	NOUN
cpos-328	186	51	.	.	PUNCT
cpos-328	187	1	4	4	NUM
cpos-328	187	2	building	build	VERB
cpos-328	187	3	predictive	predictive	ADJ
cpos-328	187	4	models	model	NOUN
cpos-328	187	5	of	of	ADP
cpos-328	187	6	municipal	municipal	ADJ
cpos-328	187	7	migration	migration	NOUN
cpos-328	187	8	explanations	explanation	NOUN
cpos-328	187	9	versus	versus	ADP
cpos-328	187	10	predictions	prediction	NOUN
cpos-328	187	11	explanations	explanation	NOUN
cpos-328	187	12	and	and	CCONJ
cpos-328	187	13	predictions	prediction	NOUN
cpos-328	187	14	are	be	AUX
cpos-328	187	15	both	both	ADV
cpos-328	187	16	fundamental	fundamental	ADJ
cpos-328	187	17	to	to	ADP
cpos-328	187	18	science	science	NOUN
cpos-328	187	19	.	.	PUNCT
cpos-328	188	1	for	for	ADP
cpos-328	188	2	hempel	hempel	PROPN
cpos-328	188	3	and	and	CCONJ
cpos-328	188	4	oppenheim	oppenheim	PROPN
cpos-328	188	5	(	(	PUNCT
cpos-328	188	6	1948	1948	NUM
cpos-328	188	7	:	:	PUNCT
cpos-328	188	8	138	138	NUM
cpos-328	188	9	)	)	PUNCT
cpos-328	188	10	,	,	PUNCT
cpos-328	188	11	“	"	PUNCT
cpos-328	188	12	an	an	DET
cpos-328	188	13	explanation	explanation	NOUN
cpos-328	188	14	of	of	ADP
cpos-328	188	15	a	a	DET
cpos-328	188	16	particular	particular	ADJ
cpos-328	188	17	event	event	NOUN
cpos-328	188	18	is	be	AUX
cpos-328	188	19	not	not	PART
cpos-328	188	20	fully	fully	ADV
cpos-328	188	21	adequate	adequate	ADJ
cpos-328	188	22	unless	unless	SCONJ
cpos-328	188	23	[	[	X
cpos-328	188	24	it	it	PRON
cpos-328	188	25	]	]	PUNCT
cpos-328	189	1	[	[	X
cpos-328	189	2	…	…	X
cpos-328	189	3	]	]	X
cpos-328	189	4	could	could	AUX
cpos-328	189	5	have	have	AUX
cpos-328	189	6	served	serve	VERB
cpos-328	189	7	as	as	ADP
cpos-328	189	8	a	a	DET
cpos-328	189	9	basis	basis	NOUN
cpos-328	189	10	for	for	ADP
cpos-328	189	11	predicting	predict	VERB
cpos-328	189	12	”	"	PUNCT
cpos-328	189	13	.	.	PUNCT
cpos-328	190	1	an	an	DET
cpos-328	190	2	“	"	PUNCT
cpos-328	190	3	explanation	explanation	NOUN
cpos-328	190	4	”	"	PUNCT
cpos-328	190	5	in	in	ADP
cpos-328	190	6	the	the	DET
cpos-328	190	7	deductive	deductive	ADJ
cpos-328	190	8	-	-	PUNCT
cpos-328	190	9	nomological	nomological	ADJ
cpos-328	190	10	tradition	tradition	NOUN
cpos-328	190	11	is	be	AUX
cpos-328	190	12	the	the	DET
cpos-328	190	13	logical	logical	ADJ
cpos-328	190	14	derivation	derivation	NOUN
cpos-328	190	15	of	of	ADP
cpos-328	190	16	statements	statement	NOUN
cpos-328	190	17	about	about	ADP
cpos-328	190	18	particular	particular	ADJ
cpos-328	190	19	observations	observation	NOUN
cpos-328	190	20	from	from	ADP
cpos-328	190	21	a	a	DET
cpos-328	190	22	more	more	ADV
cpos-328	190	23	general	general	ADJ
cpos-328	190	24	theoretical	theoretical	ADJ
cpos-328	190	25	model	model	NOUN
cpos-328	190	26	–	–	PUNCT
cpos-328	190	27	this	this	PRON
cpos-328	190	28	is	be	AUX
cpos-328	190	29	also	also	ADV
cpos-328	190	30	sometimes	sometimes	ADV
cpos-328	190	31	termed	term	VERB
cpos-328	190	32	“	"	PUNCT
cpos-328	190	33	scientifi	scientifi	PROPN
cpos-328	190	34	c	c	PROPN
cpos-328	190	35	prediction	prediction	NOUN
cpos-328	190	36	”	"	PUNCT
cpos-328	190	37	(	(	PUNCT
cpos-328	190	38	dowding	dowding	PROPN
cpos-328	190	39	/	/	SYM
cpos-328	190	40	miller	miller	PROPN
cpos-328	190	41	2019	2019	NUM
cpos-328	190	42	)	)	PUNCT
cpos-328	190	43	.	.	PUNCT
cpos-328	191	1	a	a	DET
cpos-328	191	2	“	"	PUNCT
cpos-328	191	3	prediction	prediction	NOUN
cpos-328	191	4	”	"	PUNCT
cpos-328	191	5	,	,	PUNCT
cpos-328	191	6	by	by	ADP
cpos-328	191	7	contrast	contrast	NOUN
cpos-328	191	8	,	,	PUNCT
cpos-328	191	9	in	in	ADP
cpos-328	191	10	our	our	PRON
cpos-328	191	11	understanding	understanding	NOUN
cpos-328	191	12	is	be	AUX
cpos-328	191	13	closer	close	ADJ
cpos-328	191	14	to	to	ADP
cpos-328	191	15	what	what	PRON
cpos-328	191	16	dowding	dowding	NOUN
cpos-328	191	17	and	and	CCONJ
cpos-328	191	18	miller	miller	PROPN
cpos-328	191	19	(	(	PUNCT
cpos-328	191	20	2019	2019	NUM
cpos-328	191	21	)	)	PUNCT
cpos-328	191	22	call	call	VERB
cpos-328	191	23	“	"	PUNCT
cpos-328	191	24	pragmatic	pragmatic	ADJ
cpos-328	191	25	prediction	prediction	NOUN
cpos-328	191	26	”	"	PUNCT
cpos-328	191	27	,	,	PUNCT
cpos-328	191	28	namely	namely	ADV
cpos-328	191	29	the	the	DET
cpos-328	191	30	assignment	assignment	NOUN
cpos-328	191	31	of	of	ADP
cpos-328	191	32	values	value	NOUN
cpos-328	191	33	to	to	ADP
cpos-328	191	34	previously	previously	ADV
cpos-328	191	35	unseen	unseen	ADJ
cpos-328	191	36	cases	case	NOUN
cpos-328	191	37	(	(	PUNCT
cpos-328	191	38	possibly	possibly	ADV
cpos-328	191	39	in	in	ADP
cpos-328	191	40	the	the	DET
cpos-328	191	41	future	future	NOUN
cpos-328	191	42	)	)	PUNCT
cpos-328	191	43	,	,	PUNCT
cpos-328	191	44	i.e.	i.e.	X
cpos-328	191	45	to	to	ADP
cpos-328	191	46	cases	case	NOUN
cpos-328	191	47	that	that	PRON
cpos-328	191	48	were	be	AUX
cpos-328	191	49	not	not	PART
cpos-328	191	50	used	use	VERB
cpos-328	191	51	to	to	PART
cpos-328	191	52	train	train	VERB
cpos-328	191	53	the	the	DET
cpos-328	191	54	model	model	NOUN
cpos-328	191	55	that	that	PRON
cpos-328	191	56	is	be	AUX
cpos-328	191	57	the	the	DET
cpos-328	191	58	basis	basis	NOUN
cpos-328	191	59	for	for	ADP
cpos-328	191	60	prediction	prediction	NOUN
cpos-328	191	61	.	.	PUNCT
cpos-328	192	1	in	in	ADP
cpos-328	192	2	many	many	ADJ
cpos-328	192	3	disciplines	discipline	NOUN
cpos-328	192	4	,	,	PUNCT
cpos-328	192	5	such	such	ADJ
cpos-328	192	6	as	as	ADP
cpos-328	192	7	demography	demography	NOUN
cpos-328	192	8	and	and	CCONJ
cpos-328	192	9	other	other	ADJ
cpos-328	192	10	social	social	ADJ
cpos-328	192	11	sciences	science	NOUN
cpos-328	192	12	,	,	PUNCT
cpos-328	192	13	applied	apply	VERB
cpos-328	192	14	research	research	NOUN
cpos-328	192	15	often	often	ADV
cpos-328	192	16	uses	use	VERB
cpos-328	192	17	a	a	DET
cpos-328	192	18	mixture	mixture	NOUN
cpos-328	192	19	of	of	ADP
cpos-328	192	20	these	these	DET
cpos-328	192	21	approaches	approach	NOUN
cpos-328	192	22	.	.	PUNCT
cpos-328	193	1	in	in	ADP
cpos-328	193	2	these	these	DET
cpos-328	193	3	disciplines	discipline	NOUN
cpos-328	193	4	,	,	PUNCT
cpos-328	193	5	there	there	PRON
cpos-328	193	6	are	be	VERB
cpos-328	193	7	no	no	DET
cpos-328	193	8	universally	universally	ADV
cpos-328	193	9	applicable	applicable	ADJ
cpos-328	193	10	laws	law	NOUN
cpos-328	193	11	but	but	CCONJ
cpos-328	193	12	often	often	ADV
cpos-328	193	13	,	,	PUNCT
cpos-328	193	14	instead	instead	ADV
cpos-328	193	15	,	,	PUNCT
cpos-328	193	16	a	a	DET
cpos-328	193	17	set	set	NOUN
cpos-328	193	18	of	of	ADP
cpos-328	193	19	middle	middle	ADJ
cpos-328	193	20	-	-	PUNCT
cpos-328	193	21	range	range	NOUN
cpos-328	193	22	theories	theory	NOUN
cpos-328	193	23	and	and	CCONJ
cpos-328	193	24	auxiliary	auxiliary	ADJ
cpos-328	193	25	assumptions	assumption	NOUN
cpos-328	193	26	about	about	ADP
cpos-328	193	27	the	the	DET
cpos-328	193	28	causal	causal	ADJ
cpos-328	193	29	mechanisms	mechanism	NOUN
cpos-328	193	30	at	at	ADP
cpos-328	193	31	work	work	NOUN
cpos-328	193	32	that	that	PRON
cpos-328	193	33	are	be	AUX
cpos-328	193	34	translated	translate	VERB
cpos-328	193	35	into	into	ADP
cpos-328	193	36	a	a	DET
cpos-328	193	37	statistical	statistical	ADJ
cpos-328	193	38	model	model	NOUN
cpos-328	193	39	.	.	PUNCT
cpos-328	194	1	there	there	PRON
cpos-328	194	2	is	be	VERB
cpos-328	194	3	arguably	arguably	ADV
cpos-328	194	4	a	a	DET
cpos-328	194	5	continuum	continuum	NOUN
cpos-328	194	6	between	between	ADP
cpos-328	194	7	a	a	DET
cpos-328	194	8	purely	purely	ADV
cpos-328	194	9	data	data	NOUN
cpos-328	194	10	-	-	PUNCT
cpos-328	194	11	driven	drive	VERB
cpos-328	194	12	predictive	predictive	ADJ
cpos-328	194	13	model	model	NOUN
cpos-328	194	14	and	and	CCONJ
cpos-328	194	15	a	a	DET
cpos-328	194	16	purely	purely	ADV
cpos-328	194	17	deductive	deductive	ADJ
cpos-328	194	18	-	-	ADJ
cpos-328	194	19	hypothetical	hypothetical	ADJ
cpos-328	194	20	approach	approach	NOUN
cpos-328	194	21	,	,	PUNCT
cpos-328	194	22	with	with	ADP
cpos-328	194	23	theory	theory	NOUN
cpos-328	194	24	-	-	PUNCT
cpos-328	194	25	informed	inform	VERB
cpos-328	194	26	empirical	empirical	ADJ
cpos-328	194	27	research	research	NOUN
cpos-328	194	28	in	in	ADP
cpos-328	194	29	the	the	DET
cpos-328	194	30	middle	middle	NOUN
cpos-328	194	31	.	.	PUNCT
cpos-328	195	1	the	the	DET
cpos-328	195	2	big	big	ADJ
cpos-328	195	3	difference	difference	NOUN
cpos-328	195	4	between	between	ADP
cpos-328	195	5	“	"	PUNCT
cpos-328	195	6	explanatory	explanatory	ADJ
cpos-328	195	7	”	"	PUNCT
cpos-328	195	8	and	and	CCONJ
cpos-328	195	9	“	"	PUNCT
cpos-328	195	10	predictive	predictive	ADJ
cpos-328	195	11	”	"	PUNCT
cpos-328	195	12	approaches	approach	NOUN
cpos-328	195	13	is	be	AUX
cpos-328	195	14	thus	thus	ADV
cpos-328	195	15	not	not	PART
cpos-328	195	16	so	so	ADV
cpos-328	195	17	much	much	ADV
cpos-328	195	18	the	the	DET
cpos-328	195	19	underlying	underlie	VERB
cpos-328	195	20	philosophy	philosophy	NOUN
cpos-328	195	21	of	of	ADP
cpos-328	195	22	science	science	NOUN
cpos-328	195	23	.	.	PUNCT
cpos-328	196	1	rather	rather	ADV
cpos-328	196	2	,	,	PUNCT
cpos-328	196	3	they	they	PRON
cpos-328	196	4	differ	differ	VERB
cpos-328	196	5	in	in	ADP
cpos-328	196	6	their	their	PRON
cpos-328	196	7	main	main	ADJ
cpos-328	196	8	goal	goal	NOUN
cpos-328	196	9	of	of	ADP
cpos-328	196	10	what	what	PRON
cpos-328	196	11	should	should	AUX
cpos-328	196	12	be	be	AUX
cpos-328	196	13	achieved	achieve	VERB
cpos-328	196	14	by	by	ADP
cpos-328	196	15	the	the	DET
cpos-328	196	16	empirical	empirical	ADJ
cpos-328	196	17	endeavour	endeavour	NOUN
cpos-328	196	18	.	.	PUNCT
cpos-328	197	1	in	in	ADP
cpos-328	197	2	an	an	DET
cpos-328	197	3	explanatory	explanatory	ADJ
cpos-328	197	4	approach	approach	NOUN
cpos-328	197	5	,	,	PUNCT
cpos-328	197	6	as	as	SCONJ
cpos-328	197	7	is	be	AUX
cpos-328	197	8	the	the	DET
cpos-328	197	9	dominant	dominant	ADJ
cpos-328	197	10	practice	practice	NOUN
cpos-328	197	11	in	in	ADP
cpos-328	197	12	many	many	ADJ
cpos-328	197	13	applied	apply	VERB
cpos-328	197	14	statistical	statistical	ADJ
cpos-328	197	15	fi	fi	NOUN
cpos-328	197	16	elds	eld	NOUN
cpos-328	197	17	such	such	ADJ
cpos-328	197	18	as	as	ADP
cpos-328	197	19	population	population	NOUN
cpos-328	197	20	studies	study	NOUN
cpos-328	197	21	and	and	CCONJ
cpos-328	197	22	economics	economic	NOUN
cpos-328	197	23	,	,	PUNCT
cpos-328	197	24	a	a	DET
cpos-328	197	25	hypothesis	hypothesis	NOUN
cpos-328	197	26	is	be	AUX
cpos-328	197	27	translated	translate	VERB
cpos-328	197	28	into	into	ADP
cpos-328	197	29	a	a	DET
cpos-328	197	30	formal	formal	ADJ
cpos-328	197	31	model	model	NOUN
cpos-328	197	32	and	and	CCONJ
cpos-328	197	33	tested	test	VERB
cpos-328	197	34	with	with	ADP
cpos-328	197	35	inferential	inferential	ADJ
cpos-328	197	36	statistical	statistical	ADJ
cpos-328	197	37	techniques	technique	NOUN
cpos-328	197	38	such	such	ADJ
cpos-328	197	39	as	as	ADP
cpos-328	197	40	linear	linear	PROPN
cpos-328	197	41	regression	regression	NOUN
cpos-328	197	42	and	and	CCONJ
cpos-328	197	43	null	null	ADJ
cpos-328	197	44	-	-	PUNCT
cpos-328	197	45	hypothesis	hypothesis	NOUN
cpos-328	197	46	signifi	signifi	NOUN
cpos-328	197	47	cance	cance	NOUN
cpos-328	197	48	testing	testing	NOUN
cpos-328	197	49	(	(	PUNCT
cpos-328	197	50	in	in	ADP
cpos-328	197	51	the	the	DET
cpos-328	197	52	frequentist	frequentist	NOUN
cpos-328	197	53	paradigm	paradigm	NOUN
cpos-328	197	54	)	)	PUNCT
cpos-328	197	55	on	on	ADP
cpos-328	197	56	the	the	DET
cpos-328	197	57	basis	basis	NOUN
cpos-328	197	58	of	of	ADP
cpos-328	197	59	empirical	empirical	ADJ
cpos-328	197	60	data	datum	NOUN
cpos-328	197	61	.	.	PUNCT
cpos-328	198	1	if	if	SCONJ
cpos-328	198	2	the	the	DET
cpos-328	198	3	regression	regression	NOUN
cpos-328	198	4	coeffi	coeffi	VERB
cpos-328	198	5	cient	cient	NOUN
cpos-328	198	6	is	be	AUX
cpos-328	198	7	statistically	statistically	ADV
cpos-328	198	8	different	different	ADJ
cpos-328	198	9	from	from	ADP
cpos-328	198	10	zero	zero	NUM
cpos-328	198	11	,	,	PUNCT
cpos-328	198	12	the	the	DET
cpos-328	198	13	association	association	NOUN
cpos-328	198	14	found	find	VERB
cpos-328	198	15	in	in	ADP
cpos-328	198	16	the	the	DET
cpos-328	198	17	data	data	NOUN
cpos-328	198	18	is	be	AUX
cpos-328	198	19	unlikely	unlikely	ADJ
cpos-328	198	20	given	give	VERB
cpos-328	198	21	a	a	DET
cpos-328	198	22	null	null	ADJ
cpos-328	198	23	hypothesis	hypothesis	NOUN
cpos-328	198	24	is	be	AUX
cpos-328	198	25	assumed	assume	VERB
cpos-328	198	26	to	to	PART
cpos-328	198	27	be	be	AUX
cpos-328	198	28	true	true	ADJ
cpos-328	198	29	.	.	PUNCT
cpos-328	199	1	if	if	SCONJ
cpos-328	199	2	some	some	DET
cpos-328	199	3	other	other	ADJ
cpos-328	199	4	conditions	condition	NOUN
cpos-328	199	5	are	be	AUX
cpos-328	199	6	met	meet	VERB
cpos-328	199	7	,	,	PUNCT
cpos-328	199	8	the	the	DET
cpos-328	199	9	effect	effect	NOUN
cpos-328	199	10	is	be	AUX
cpos-328	199	11	assumed	assume	VERB
cpos-328	199	12	to	to	PART
cpos-328	199	13	be	be	AUX
cpos-328	199	14	causal	causal	ADJ
cpos-328	199	15	.	.	PUNCT
cpos-328	200	1	formally	formally	ADV
cpos-328	200	2	,	,	PUNCT
cpos-328	200	3	in	in	ADP
cpos-328	200	4	a	a	DET
cpos-328	200	5	standard	standard	ADJ
cpos-328	200	6	linear	linear	ADJ
cpos-328	200	7	regression	regression	NOUN
cpos-328	200	8	model	model	NOUN
cpos-328	200	9	of	of	ADP
cpos-328	200	10	the	the	DET
cpos-328	200	11	form	form	NOUN
cpos-328	200	12	ŷ	ŷ	NOUN
cpos-328	200	13	 	 	SPACE
cpos-328	200	14	=	=	NOUN
cpos-328	200	15	 	 	SPACE
cpos-328	200	16	α̂	α̂	PUNCT
cpos-328	200	17	 	 	SPACE
cpos-328	201	1	+	+	NOUN
cpos-328	201	2	 	 	SPACE
cpos-328	201	3	βx	βx	ADP
cpos-328	201	4	,	,	PUNCT
cpos-328	201	5	where	where	SCONJ
cpos-328	201	6	values	value	NOUN
cpos-328	201	7	of	of	ADP
cpos-328	201	8	an	an	DET
cpos-328	201	9	outcome	outcome	NOUN
cpos-328	201	10	ŷ	ŷ	NOUN
cpos-328	201	11	are	be	AUX
cpos-328	201	12	estimated	estimate	VERB
cpos-328	201	13	as	as	ADP
cpos-328	201	14	a	a	DET
cpos-328	201	15	function	function	NOUN
cpos-328	201	16	of	of	ADP
cpos-328	201	17	an	an	DET
cpos-328	201	18	explanatory	explanatory	ADJ
cpos-328	201	19	variable	variable	NOUN
cpos-328	201	20	x	x	PUNCT
cpos-328	201	21	with	with	ADP
cpos-328	201	22	parameter	parameter	NOUN
cpos-328	201	23	weight	weight	NOUN
cpos-328	201	24	β	β	X
cpos-328	201	25	(	(	PUNCT
cpos-328	201	26	and	and	CCONJ
cpos-328	201	27	a	a	DET
cpos-328	201	28	constant	constant	ADJ
cpos-328	201	29	 	 	SPACE
cpos-328	201	30	α̂	α̂	NUM
cpos-328	201	31	)	)	PUNCT
cpos-328	201	32	,	,	PUNCT
cpos-328	201	33	the	the	DET
cpos-328	201	34	explanatory	explanatory	ADJ
cpos-328	201	35	approach	approach	NOUN
cpos-328	201	36	is	be	AUX
cpos-328	201	37	most	most	ADV
cpos-328	201	38	concerned	concerned	ADJ
cpos-328	201	39	with	with	ADP
cpos-328	201	40	the	the	DET
cpos-328	201	41	estimation	estimation	NOUN
cpos-328	201	42	of	of	ADP
cpos-328	201	43	parameter	parameter	PROPN
cpos-328	201	44	β	β	PROPN
cpos-328	201	45	(	(	PUNCT
cpos-328	201	46	mullainathan	mullainathan	PROPN
cpos-328	201	47	/	/	SYM
cpos-328	201	48	spiess	spiess	NOUN
cpos-328	201	49	2017	2017	NUM
cpos-328	201	50	)	)	PUNCT
cpos-328	201	51	.	.	PUNCT
cpos-328	202	1	“	"	PUNCT
cpos-328	202	2	mere	mere	ADJ
cpos-328	202	3	”	"	PUNCT
cpos-328	202	4	predictions	prediction	NOUN
cpos-328	202	5	are	be	AUX
cpos-328	202	6	often	often	ADV
cpos-328	202	7	dismissed	dismiss	VERB
cpos-328	202	8	as	as	ADP
cpos-328	202	9	not	not	PART
cpos-328	202	10	advancing	advance	VERB
cpos-328	202	11	the	the	DET
cpos-328	202	12	fi	fi	NOUN
cpos-328	202	13	eld	eld	NOUN
cpos-328	202	14	by	by	ADP
cpos-328	202	15	providing	provide	VERB
cpos-328	202	16	reliable	reliable	ADJ
cpos-328	202	17	evidence	evidence	NOUN
cpos-328	202	18	based	base	VERB
cpos-328	202	19	on	on	ADP
cpos-328	202	20	theory	theory	NOUN
cpos-328	202	21	(	(	PUNCT
cpos-328	202	22	keuschnigg	keuschnigg	PROPN
cpos-328	202	23	et	et	PROPN
cpos-328	202	24	al	al	PROPN
cpos-328	202	25	.	.	PROPN
cpos-328	202	26	2018	2018	NUM
cpos-328	202	27	)	)	PUNCT
cpos-328	202	28	.	.	PUNCT
cpos-328	203	1	how	how	SCONJ
cpos-328	203	2	well	well	ADV
cpos-328	203	3	can	can	AUX
cpos-328	203	4	the	the	DET
cpos-328	203	5	migration	migration	NOUN
cpos-328	203	6	component	component	NOUN
cpos-328	203	7	of	of	ADP
cpos-328	203	8	regional	regional	ADJ
cpos-328	203	9	population	population	NOUN
cpos-328	203	10	change	change	NOUN
cpos-328	203	11	be	be	AUX
cpos-328	203	12	predicted	predict	VERB
cpos-328	203	13	?	?	PUNCT
cpos-328	204	1	•	•	NUM
cpos-328	204	2	157	157	NUM
cpos-328	204	3	by	by	ADP
cpos-328	204	4	contrast	contrast	NOUN
cpos-328	204	5	,	,	PUNCT
cpos-328	204	6	a	a	DET
cpos-328	204	7	predictive	predictive	ADJ
cpos-328	204	8	model	model	NOUN
cpos-328	204	9	is	be	AUX
cpos-328	204	10	more	more	ADV
cpos-328	204	11	concerned	concerned	ADJ
cpos-328	204	12	with	with	ADP
cpos-328	204	13	the	the	DET
cpos-328	204	14	outcome	outcome	NOUN
cpos-328	204	15	ŷ	ŷ	PROPN
cpos-328	204	16	.	.	PUNCT
cpos-328	205	1	the	the	DET
cpos-328	205	2	goal	goal	NOUN
cpos-328	205	3	is	be	AUX
cpos-328	205	4	to	to	PART
cpos-328	205	5	maximise	maximise	VERB
cpos-328	205	6	predictive	predictive	ADJ
cpos-328	205	7	accuracy	accuracy	NOUN
cpos-328	205	8	as	as	ADP
cpos-328	205	9	defi	defi	NOUN
cpos-328	205	10	ned	ned	PROPN
cpos-328	205	11	,	,	PUNCT
cpos-328	205	12	for	for	ADP
cpos-328	205	13	instance	instance	NOUN
cpos-328	205	14	,	,	PUNCT
cpos-328	205	15	by	by	ADP
cpos-328	205	16	the	the	DET
cpos-328	205	17	number	number	NOUN
cpos-328	205	18	of	of	ADP
cpos-328	205	19	correctly	correctly	ADV
cpos-328	205	20	predicted	predict	VERB
cpos-328	205	21	events	event	NOUN
cpos-328	205	22	as	as	ADP
cpos-328	205	23	a	a	DET
cpos-328	205	24	proportion	proportion	NOUN
cpos-328	205	25	of	of	ADP
cpos-328	205	26	all	all	DET
cpos-328	205	27	observed	observed	ADJ
cpos-328	205	28	events	event	NOUN
cpos-328	205	29	in	in	ADP
cpos-328	205	30	case	case	NOUN
cpos-328	205	31	of	of	ADP
cpos-328	205	32	a	a	DET
cpos-328	205	33	dichotomous	dichotomous	ADJ
cpos-328	205	34	outcome	outcome	NOUN
cpos-328	205	35	.	.	PUNCT
cpos-328	206	1	predictive	predictive	ADJ
cpos-328	206	2	models	model	NOUN
cpos-328	206	3	are	be	AUX
cpos-328	206	4	much	much	ADV
cpos-328	206	5	more	more	ADV
cpos-328	206	6	widely	widely	ADV
cpos-328	206	7	used	use	VERB
cpos-328	206	8	in	in	ADP
cpos-328	206	9	the	the	DET
cpos-328	206	10	computer	computer	NOUN
cpos-328	206	11	science	science	NOUN
cpos-328	206	12	and	and	CCONJ
cpos-328	206	13	machine	machine	NOUN
cpos-328	206	14	learning	learn	VERB
cpos-328	206	15	communities	community	NOUN
cpos-328	206	16	,	,	PUNCT
cpos-328	206	17	and	and	CCONJ
cpos-328	206	18	increasingly	increasingly	ADV
cpos-328	206	19	also	also	ADV
cpos-328	206	20	in	in	ADP
cpos-328	206	21	applied	applied	ADJ
cpos-328	206	22	fi	fi	NOUN
cpos-328	206	23	elds	eld	NOUN
cpos-328	206	24	in	in	ADP
cpos-328	206	25	business	business	NOUN
cpos-328	206	26	and	and	CCONJ
cpos-328	206	27	industry	industry	NOUN
cpos-328	206	28	(	(	PUNCT
cpos-328	206	29	e.g.	e.g.	ADV
cpos-328	206	30	kuhn	kuhn	PROPN
cpos-328	206	31	/	/	SYM
cpos-328	206	32	johnson	johnson	PROPN
cpos-328	206	33	2013	2013	NUM
cpos-328	206	34	)	)	PUNCT
cpos-328	206	35	.	.	PUNCT
cpos-328	207	1	in	in	ADP
cpos-328	207	2	these	these	DET
cpos-328	207	3	fi	fi	NOUN
cpos-328	207	4	elds	eld	NOUN
cpos-328	207	5	,	,	PUNCT
cpos-328	207	6	there	there	PRON
cpos-328	207	7	is	be	VERB
cpos-328	207	8	often	often	ADV
cpos-328	207	9	less	less	ADJ
cpos-328	207	10	emphasis	emphasis	NOUN
cpos-328	207	11	put	put	VERB
cpos-328	207	12	on	on	ADP
cpos-328	207	13	“	"	PUNCT
cpos-328	207	14	explanation	explanation	NOUN
cpos-328	207	15	”	"	PUNCT
cpos-328	207	16	,	,	PUNCT
cpos-328	207	17	and	and	CCONJ
cpos-328	207	18	some	some	PRON
cpos-328	207	19	even	even	ADV
cpos-328	207	20	dismiss	dismiss	VERB
cpos-328	207	21	the	the	DET
cpos-328	207	22	necessity	necessity	NOUN
cpos-328	207	23	for	for	ADP
cpos-328	207	24	theoretical	theoretical	ADJ
cpos-328	207	25	models	model	NOUN
cpos-328	207	26	,	,	PUNCT
cpos-328	207	27	causality	causality	NOUN
cpos-328	207	28	and	and	CCONJ
cpos-328	207	29	explanations	explanation	NOUN
cpos-328	207	30	per	per	ADP
cpos-328	207	31	se	se	X
cpos-328	207	32	(	(	PUNCT
cpos-328	207	33	anderson	anderson	PROPN
cpos-328	207	34	2008	2008	NUM
cpos-328	207	35	)	)	PUNCT
cpos-328	207	36	.	.	PUNCT
cpos-328	208	1	indeed	indeed	ADV
cpos-328	208	2	,	,	PUNCT
cpos-328	208	3	in	in	ADP
cpos-328	208	4	many	many	ADJ
cpos-328	208	5	applications	application	NOUN
cpos-328	208	6	such	such	ADJ
cpos-328	208	7	as	as	ADP
cpos-328	208	8	the	the	DET
cpos-328	208	9	prediction	prediction	NOUN
cpos-328	208	10	of	of	ADP
cpos-328	208	11	credit	credit	NOUN
cpos-328	208	12	default	default	NOUN
cpos-328	208	13	,	,	PUNCT
cpos-328	208	14	customer	customer	NOUN
cpos-328	208	15	churn	churn	NOUN
cpos-328	208	16	,	,	PUNCT
cpos-328	208	17	or	or	CCONJ
cpos-328	208	18	accident	accident	NOUN
cpos-328	208	19	risks	risk	NOUN
cpos-328	208	20	,	,	PUNCT
cpos-328	208	21	it	it	PRON
cpos-328	208	22	might	might	AUX
cpos-328	208	23	suffi	suffi	VERB
cpos-328	208	24	ce	ce	PROPN
cpos-328	208	25	to	to	PART
cpos-328	208	26	have	have	VERB
cpos-328	208	27	a	a	DET
cpos-328	208	28	data	data	NOUN
cpos-328	208	29	-	-	PUNCT
cpos-328	208	30	driven	drive	VERB
cpos-328	208	31	approach	approach	NOUN
cpos-328	208	32	with	with	ADP
cpos-328	208	33	high	high	ADJ
cpos-328	208	34	predictive	predictive	ADJ
cpos-328	208	35	accuracy	accuracy	NOUN
cpos-328	208	36	without	without	ADP
cpos-328	208	37	a	a	DET
cpos-328	208	38	deeper	deep	ADJ
cpos-328	208	39	understanding	understanding	NOUN
cpos-328	208	40	of	of	ADP
cpos-328	208	41	the	the	DET
cpos-328	208	42	causal	causal	ADJ
cpos-328	208	43	mechanisms	mechanism	NOUN
cpos-328	208	44	for	for	ADP
cpos-328	208	45	why	why	SCONJ
cpos-328	208	46	two	two	NUM
cpos-328	208	47	specifi	specifi	PROPN
cpos-328	208	48	c	c	NOUN
cpos-328	208	49	items	item	NOUN
cpos-328	208	50	are	be	AUX
cpos-328	208	51	often	often	ADV
cpos-328	208	52	bought	buy	VERB
cpos-328	208	53	together	together	ADV
cpos-328	208	54	,	,	PUNCT
cpos-328	208	55	or	or	CCONJ
cpos-328	208	56	why	why	SCONJ
cpos-328	208	57	a	a	DET
cpos-328	208	58	scanned	scan	VERB
cpos-328	208	59	image	image	NOUN
cpos-328	208	60	of	of	ADP
cpos-328	208	61	a	a	DET
cpos-328	208	62	handwritten	handwritten	ADJ
cpos-328	208	63	signature	signature	NOUN
cpos-328	208	64	is	be	AUX
cpos-328	208	65	more	more	ADV
cpos-328	208	66	likely	likely	ADJ
cpos-328	208	67	to	to	PART
cpos-328	208	68	belong	belong	VERB
cpos-328	208	69	to	to	ADP
cpos-328	208	70	someone	someone	PRON
cpos-328	208	71	named	name	VERB
cpos-328	208	72	“	"	PUNCT
cpos-328	208	73	smith	smith	PROPN
cpos-328	208	74	”	"	PUNCT
cpos-328	208	75	rather	rather	ADV
cpos-328	208	76	than	than	ADP
cpos-328	208	77	“	"	PUNCT
cpos-328	208	78	miller	miller	PROPN
cpos-328	208	79	”	"	PUNCT
cpos-328	208	80	.	.	PUNCT
cpos-328	209	1	the	the	DET
cpos-328	209	2	coeffi	coeffi	PROPN
cpos-328	209	3	cient	cient	NOUN
cpos-328	209	4	of	of	ADP
cpos-328	209	5	a	a	DET
cpos-328	209	6	specifi	specifi	PROPN
cpos-328	209	7	c	c	PROPN
cpos-328	209	8	independent	independent	PROPN
cpos-328	209	9	variable	variable	PROPN
cpos-328	209	10	β	β	X
cpos-328	209	11	is	be	AUX
cpos-328	209	12	less	less	ADV
cpos-328	209	13	interesting	interesting	ADJ
cpos-328	209	14	compared	compare	VERB
cpos-328	209	15	with	with	ADP
cpos-328	209	16	correct	correct	ADJ
cpos-328	209	17	forecasts	forecast	NOUN
cpos-328	209	18	of	of	ADP
cpos-328	209	19	the	the	DET
cpos-328	209	20	outcome	outcome	NOUN
cpos-328	209	21	.	.	PUNCT
cpos-328	210	1	some	some	DET
cpos-328	210	2	model	model	NOUN
cpos-328	210	3	characteristics	characteristic	NOUN
cpos-328	210	4	such	such	ADJ
cpos-328	210	5	as	as	ADP
cpos-328	210	6	hyperparameters	hyperparameter	NOUN
cpos-328	210	7	(	(	PUNCT
cpos-328	210	8	e.g.	e.g.	ADV
cpos-328	210	9	number	number	NOUN
cpos-328	210	10	of	of	ADP
cpos-328	210	11	hidden	hide	VERB
cpos-328	210	12	units	unit	NOUN
cpos-328	210	13	in	in	ADP
cpos-328	210	14	a	a	DET
cpos-328	210	15	neural	neural	ADJ
cpos-328	210	16	network	network	NOUN
cpos-328	210	17	)	)	PUNCT
cpos-328	210	18	are	be	AUX
cpos-328	210	19	not	not	PART
cpos-328	210	20	even	even	ADV
cpos-328	210	21	substantially	substantially	ADV
cpos-328	210	22	informative	informative	ADJ
cpos-328	210	23	.	.	PUNCT
cpos-328	211	1	a	a	DET
cpos-328	211	2	common	common	ADJ
cpos-328	211	3	critique	critique	NOUN
cpos-328	211	4	of	of	ADP
cpos-328	211	5	most	most	ADJ
cpos-328	211	6	explanatory	explanatory	ADJ
cpos-328	211	7	approaches	approach	NOUN
cpos-328	211	8	is	be	AUX
cpos-328	211	9	the	the	DET
cpos-328	211	10	lack	lack	NOUN
cpos-328	211	11	of	of	ADP
cpos-328	211	12	model	model	NOUN
cpos-328	211	13	validations	validation	NOUN
cpos-328	211	14	via	via	ADP
cpos-328	211	15	out	out	ADV
cpos-328	211	16	-	-	PUNCT
cpos-328	211	17	of	of	ADP
cpos-328	211	18	-	-	PUNCT
cpos-328	211	19	sample	sample	NOUN
cpos-328	211	20	predictions	prediction	NOUN
cpos-328	211	21	(	(	PUNCT
cpos-328	211	22	e.g.	e.g.	ADV
cpos-328	211	23	schrodt	schrodt	NOUN
cpos-328	211	24	2014	2014	NUM
cpos-328	211	25	)	)	PUNCT
cpos-328	211	26	.	.	PUNCT
cpos-328	212	1	since	since	SCONJ
cpos-328	212	2	in	in	ADP
cpos-328	212	3	most	most	ADJ
cpos-328	212	4	cases	case	NOUN
cpos-328	212	5	all	all	PRON
cpos-328	212	6	of	of	ADP
cpos-328	212	7	the	the	DET
cpos-328	212	8	data	datum	NOUN
cpos-328	212	9	is	be	AUX
cpos-328	212	10	used	use	VERB
cpos-328	212	11	to	to	PART
cpos-328	212	12	obtain	obtain	VERB
cpos-328	212	13	the	the	DET
cpos-328	212	14	model	model	NOUN
cpos-328	212	15	parameters	parameter	NOUN
cpos-328	212	16	,	,	PUNCT
cpos-328	212	17	the	the	DET
cpos-328	212	18	model	model	NOUN
cpos-328	212	19	is	be	AUX
cpos-328	212	20	likely	likely	ADJ
cpos-328	212	21	to	to	PART
cpos-328	212	22	be	be	AUX
cpos-328	212	23	overfi	overfi	ADV
cpos-328	212	24	tted	tte	VERB
cpos-328	212	25	(	(	PUNCT
cpos-328	212	26	e.g.	e.g.	ADV
cpos-328	212	27	cranmer	cranmer	PROPN
cpos-328	212	28	/	/	SYM
cpos-328	212	29	desmarais	desmarais	PROPN
cpos-328	212	30	2017	2017	NUM
cpos-328	212	31	)	)	PUNCT
cpos-328	212	32	.	.	PUNCT
cpos-328	213	1	this	this	PRON
cpos-328	213	2	means	mean	VERB
cpos-328	213	3	that	that	SCONJ
cpos-328	213	4	the	the	DET
cpos-328	213	5	parameters	parameter	NOUN
cpos-328	213	6	are	be	AUX
cpos-328	213	7	infl	infl	PROPN
cpos-328	213	8	uenced	uence	VERB
cpos-328	213	9	by	by	ADP
cpos-328	213	10	outliers	outlier	NOUN
cpos-328	213	11	or	or	CCONJ
cpos-328	213	12	other	other	ADJ
cpos-328	213	13	idiosyncrasies	idiosyncrasy	NOUN
cpos-328	213	14	of	of	ADP
cpos-328	213	15	the	the	DET
cpos-328	213	16	training	training	NOUN
cpos-328	213	17	dataset	dataset	NOUN
cpos-328	213	18	and	and	CCONJ
cpos-328	213	19	the	the	DET
cpos-328	213	20	model	model	NOUN
cpos-328	213	21	would	would	AUX
cpos-328	213	22	probably	probably	ADV
cpos-328	213	23	fail	fail	VERB
cpos-328	213	24	to	to	PART
cpos-328	213	25	produce	produce	VERB
cpos-328	213	26	good	good	ADJ
cpos-328	213	27	estimates	estimate	NOUN
cpos-328	213	28	for	for	ADP
cpos-328	213	29	cases	case	NOUN
cpos-328	213	30	that	that	PRON
cpos-328	213	31	were	be	AUX
cpos-328	213	32	not	not	PART
cpos-328	213	33	part	part	NOUN
cpos-328	213	34	of	of	ADP
cpos-328	213	35	the	the	DET
cpos-328	213	36	training	training	NOUN
cpos-328	213	37	set	set	NOUN
cpos-328	213	38	.	.	PUNCT
cpos-328	214	1	this	this	DET
cpos-328	214	2	critique	critique	NOUN
cpos-328	214	3	is	be	AUX
cpos-328	214	4	arguably	arguably	ADV
cpos-328	214	5	most	most	ADV
cpos-328	214	6	appropriate	appropriate	ADJ
cpos-328	214	7	if	if	SCONJ
cpos-328	214	8	the	the	DET
cpos-328	214	9	data	datum	NOUN
cpos-328	214	10	analysed	analyse	VERB
cpos-328	214	11	do	do	AUX
cpos-328	214	12	not	not	PART
cpos-328	214	13	come	come	VERB
cpos-328	214	14	from	from	ADP
cpos-328	214	15	a	a	DET
cpos-328	214	16	random	random	ADJ
cpos-328	214	17	sample	sample	NOUN
cpos-328	214	18	of	of	ADP
cpos-328	214	19	a	a	DET
cpos-328	214	20	population	population	NOUN
cpos-328	214	21	(	(	PUNCT
cpos-328	214	22	as	as	SCONJ
cpos-328	214	23	is	be	AUX
cpos-328	214	24	the	the	DET
cpos-328	214	25	case	case	NOUN
cpos-328	214	26	in	in	ADP
cpos-328	214	27	public	public	ADJ
cpos-328	214	28	opinion	opinion	NOUN
cpos-328	214	29	research	research	NOUN
cpos-328	214	30	for	for	ADP
cpos-328	214	31	instance	instance	NOUN
cpos-328	214	32	,	,	PUNCT
cpos-328	214	33	where	where	SCONJ
cpos-328	214	34	the	the	DET
cpos-328	214	35	frequentist	frequentist	NOUN
cpos-328	214	36	paradigm	paradigm	NOUN
cpos-328	214	37	of	of	ADP
cpos-328	214	38	null	null	ADJ
cpos-328	214	39	-	-	PUNCT
cpos-328	214	40	hypothesis	hypothesis	NOUN
cpos-328	214	41	signifi	signifi	NOUN
cpos-328	214	42	cance	cance	PROPN
cpos-328	214	43	testing	testing	NOUN
cpos-328	214	44	was	be	AUX
cpos-328	214	45	developed	develop	VERB
cpos-328	214	46	)	)	PUNCT
cpos-328	214	47	,	,	PUNCT
cpos-328	214	48	but	but	CCONJ
cpos-328	214	49	are	be	AUX
cpos-328	214	50	instead	instead	ADV
cpos-328	214	51	a	a	DET
cpos-328	214	52	non	non	ADJ
cpos-328	214	53	-	-	ADJ
cpos-328	214	54	random	random	ADJ
cpos-328	214	55	sample	sample	NOUN
cpos-328	214	56	or	or	CCONJ
cpos-328	214	57	the	the	DET
cpos-328	214	58	total	total	ADJ
cpos-328	214	59	population	population	NOUN
cpos-328	214	60	–	–	PUNCT
cpos-328	214	61	as	as	ADP
cpos-328	214	62	in	in	ADV
cpos-328	214	63	,	,	PUNCT
cpos-328	214	64	for	for	ADP
cpos-328	214	65	instance	instance	NOUN
cpos-328	214	66	:	:	PUNCT
cpos-328	214	67	“	"	PUNCT
cpos-328	214	68	all	all	DET
cpos-328	214	69	german	german	ADJ
cpos-328	214	70	municipalities	municipality	NOUN
cpos-328	214	71	with	with	ADP
cpos-328	214	72	a	a	DET
cpos-328	214	73	population	population	NOUN
cpos-328	214	74	greater	great	ADJ
cpos-328	214	75	than	than	ADP
cpos-328	214	76	5,000	5,000	NUM
cpos-328	214	77	”	"	PUNCT
cpos-328	214	78	.	.	PUNCT
cpos-328	215	1	these	these	DET
cpos-328	215	2	shortcomings	shortcoming	NOUN
cpos-328	215	3	are	be	AUX
cpos-328	215	4	arguably	arguably	ADV
cpos-328	215	5	major	major	ADJ
cpos-328	215	6	causes	cause	NOUN
cpos-328	215	7	for	for	ADP
cpos-328	215	8	today	today	NOUN
cpos-328	215	9	’s	’s	PART
cpos-328	215	10	replication	replication	NOUN
cpos-328	215	11	crisis	crisis	NOUN
cpos-328	215	12	in	in	ADP
cpos-328	215	13	science	science	NOUN
cpos-328	215	14	.	.	PUNCT
cpos-328	216	1	predictive	predictive	ADJ
cpos-328	216	2	models	model	NOUN
cpos-328	216	3	using	use	VERB
cpos-328	216	4	machine	machine	NOUN
cpos-328	216	5	learning	learning	NOUN
cpos-328	216	6	algorithms	algorithm	NOUN
cpos-328	216	7	are	be	AUX
cpos-328	216	8	increasingly	increasingly	ADV
cpos-328	216	9	applied	apply	VERB
cpos-328	216	10	to	to	ADP
cpos-328	216	11	social	social	ADJ
cpos-328	216	12	science	science	NOUN
cpos-328	216	13	research	research	NOUN
cpos-328	216	14	,	,	PUNCT
cpos-328	216	15	although	although	SCONJ
cpos-328	216	16	their	their	PRON
cpos-328	216	17	use	use	NOUN
cpos-328	216	18	is	be	AUX
cpos-328	216	19	still	still	ADV
cpos-328	216	20	comparatively	comparatively	ADV
cpos-328	216	21	rare	rare	ADJ
cpos-328	216	22	.	.	PUNCT
cpos-328	217	1	for	for	ADP
cpos-328	217	2	instance	instance	NOUN
cpos-328	217	3	,	,	PUNCT
cpos-328	217	4	bansak	bansak	PROPN
cpos-328	217	5	et	et	PROPN
cpos-328	217	6	al	al	PROPN
cpos-328	217	7	.	.	PROPN
cpos-328	218	1	(	(	PUNCT
cpos-328	218	2	2018	2018	NUM
cpos-328	218	3	)	)	PUNCT
cpos-328	218	4	used	use	VERB
cpos-328	218	5	machine	machine	NOUN
cpos-328	218	6	learning	learn	VERB
cpos-328	218	7	algorithms	algorithm	NOUN
cpos-328	218	8	to	to	PART
cpos-328	218	9	geographically	geographically	ADV
cpos-328	218	10	place	place	VERB
cpos-328	218	11	refugees	refugee	NOUN
cpos-328	218	12	in	in	ADP
cpos-328	218	13	a	a	DET
cpos-328	218	14	way	way	NOUN
cpos-328	218	15	that	that	PRON
cpos-328	218	16	their	their	PRON
cpos-328	218	17	employment	employment	NOUN
cpos-328	218	18	prospects	prospect	NOUN
cpos-328	218	19	improved	improve	VERB
cpos-328	218	20	signifi	signifi	NOUN
cpos-328	218	21	cantly	cantly	ADV
cpos-328	218	22	.	.	PUNCT
cpos-328	219	1	in	in	ADP
cpos-328	219	2	this	this	DET
cpos-328	219	3	application	application	NOUN
cpos-328	219	4	,	,	PUNCT
cpos-328	219	5	the	the	DET
cpos-328	219	6	main	main	ADJ
cpos-328	219	7	question	question	NOUN
cpos-328	219	8	of	of	ADP
cpos-328	219	9	interest	interest	NOUN
cpos-328	219	10	is	be	AUX
cpos-328	219	11	not	not	PART
cpos-328	219	12	whether	whether	SCONJ
cpos-328	219	13	a	a	DET
cpos-328	219	14	specifi	specifi	PROPN
cpos-328	219	15	c	c	PROPN
cpos-328	219	16	independent	independent	ADJ
cpos-328	219	17	variable	variable	NOUN
cpos-328	219	18	(	(	PUNCT
cpos-328	219	19	e.g.	e.g.	ADV
cpos-328	219	20	a	a	DET
cpos-328	219	21	refugee	refugee	NOUN
cpos-328	219	22	’s	’s	PART
cpos-328	219	23	level	level	NOUN
cpos-328	219	24	of	of	ADP
cpos-328	219	25	education	education	NOUN
cpos-328	219	26	)	)	PUNCT
cpos-328	219	27	infl	infl	PROPN
cpos-328	219	28	uences	uence	VERB
cpos-328	219	29	the	the	DET
cpos-328	219	30	outcome	outcome	NOUN
cpos-328	219	31	signifi	signifi	NOUN
cpos-328	219	32	cantly	cantly	ADV
cpos-328	219	33	.	.	PUNCT
cpos-328	220	1	therefore	therefore	ADV
cpos-328	220	2	,	,	PUNCT
cpos-328	220	3	a	a	DET
cpos-328	220	4	research	research	NOUN
cpos-328	220	5	design	design	NOUN
cpos-328	220	6	for	for	ADP
cpos-328	220	7	causal	causal	ADJ
cpos-328	220	8	identifi	identifi	PROPN
cpos-328	220	9	cation	cation	NOUN
cpos-328	220	10	is	be	AUX
cpos-328	220	11	less	less	ADV
cpos-328	220	12	well	well	ADV
cpos-328	220	13	suited	suit	VERB
cpos-328	220	14	,	,	PUNCT
cpos-328	220	15	compared	compare	VERB
cpos-328	220	16	with	with	ADP
cpos-328	220	17	a	a	DET
cpos-328	220	18	predictive	predictive	ADJ
cpos-328	220	19	model	model	NOUN
cpos-328	220	20	.	.	PUNCT
cpos-328	221	1	in	in	ADP
cpos-328	221	2	another	another	DET
cpos-328	221	3	example	example	NOUN
cpos-328	221	4	,	,	PUNCT
cpos-328	221	5	muchlinski	muchlinski	PROPN
cpos-328	221	6	et	et	PROPN
cpos-328	221	7	al	al	PROPN
cpos-328	221	8	.	.	PUNCT
cpos-328	222	1	(	(	PUNCT
cpos-328	222	2	2016	2016	NUM
cpos-328	222	3	)	)	PUNCT
cpos-328	222	4	fi	fi	NOUN
cpos-328	222	5	nd	nd	INTJ
cpos-328	222	6	that	that	DET
cpos-328	222	7	machine	machine	NOUN
cpos-328	222	8	learning	learn	VERB
cpos-328	222	9	algorithms	algorithm	NOUN
cpos-328	222	10	such	such	ADJ
cpos-328	222	11	as	as	ADP
cpos-328	222	12	random	random	ADJ
cpos-328	222	13	forests	forest	NOUN
cpos-328	222	14	provide	provide	VERB
cpos-328	222	15	more	more	ADV
cpos-328	222	16	accurate	accurate	ADJ
cpos-328	222	17	predictions	prediction	NOUN
cpos-328	222	18	of	of	ADP
cpos-328	222	19	civil	civil	ADJ
cpos-328	222	20	war	war	NOUN
cpos-328	222	21	onset	onset	VERB
cpos-328	222	22	as	as	SCONJ
cpos-328	222	23	opposed	oppose	VERB
cpos-328	222	24	to	to	ADP
cpos-328	222	25	“	"	PUNCT
cpos-328	222	26	traditional	traditional	ADJ
cpos-328	222	27	”	"	PUNCT
cpos-328	222	28	regression	regression	NOUN
cpos-328	222	29	-	-	PUNCT
cpos-328	222	30	based	base	VERB
cpos-328	222	31	approaches	approach	NOUN
cpos-328	222	32	.	.	PUNCT
cpos-328	223	1	but	but	CCONJ
cpos-328	223	2	predictive	predictive	ADJ
cpos-328	223	3	models	model	NOUN
cpos-328	223	4	alone	alone	ADV
cpos-328	223	5	are	be	AUX
cpos-328	223	6	no	no	DET
cpos-328	223	7	panacea	panacea	NOUN
cpos-328	223	8	for	for	ADP
cpos-328	223	9	arriving	arrive	VERB
cpos-328	223	10	at	at	ADP
cpos-328	223	11	more	more	ADV
cpos-328	223	12	reliable	reliable	ADJ
cpos-328	223	13	evidence	evidence	NOUN
cpos-328	223	14	(	(	PUNCT
cpos-328	223	15	e.g.	e.g.	ADV
cpos-328	223	16	athey	athey	PROPN
cpos-328	223	17	2017	2017	NUM
cpos-328	223	18	)	)	PUNCT
cpos-328	223	19	.	.	PUNCT
cpos-328	224	1	correlations	correlation	NOUN
cpos-328	224	2	that	that	PRON
cpos-328	224	3	exist	exist	VERB
cpos-328	224	4	in	in	ADP
cpos-328	224	5	big	big	ADJ
cpos-328	224	6	databases	database	NOUN
cpos-328	224	7	are	be	AUX
cpos-328	224	8	often	often	ADV
cpos-328	224	9	spurious	spurious	ADJ
cpos-328	224	10	(	(	PUNCT
cpos-328	224	11	calude	calude	NOUN
cpos-328	224	12	/	/	SYM
cpos-328	224	13	longo	longo	PROPN
cpos-328	224	14	2017	2017	NUM
cpos-328	224	15	)	)	PUNCT
cpos-328	224	16	,	,	PUNCT
cpos-328	224	17	and	and	CCONJ
cpos-328	224	18	most	most	ADJ
cpos-328	224	19	machine	machine	NOUN
cpos-328	224	20	learning	learn	VERB
cpos-328	224	21	algorithms	algorithm	NOUN
cpos-328	224	22	do	do	AUX
cpos-328	224	23	not	not	PART
cpos-328	224	24	give	give	VERB
cpos-328	224	25	consistent	consistent	ADJ
cpos-328	224	26	estimates	estimate	NOUN
cpos-328	224	27	of	of	ADP
cpos-328	224	28	which	which	PRON
cpos-328	224	29	features	feature	NOUN
cpos-328	224	30	are	be	AUX
cpos-328	224	31	more	more	ADV
cpos-328	224	32	important	important	ADJ
cpos-328	224	33	to	to	ADP
cpos-328	224	34	the	the	DET
cpos-328	224	35	outcome	outcome	NOUN
cpos-328	224	36	and	and	CCONJ
cpos-328	224	37	which	which	PRON
cpos-328	224	38	are	be	AUX
cpos-328	224	39	less	less	ADV
cpos-328	224	40	so	so	ADV
cpos-328	224	41	(	(	PUNCT
cpos-328	224	42	mullainathan	mullainathan	PROPN
cpos-328	224	43	/	/	SYM
cpos-328	224	44	spiess	spiess	NOUN
cpos-328	224	45	2017	2017	NUM
cpos-328	224	46	)	)	PUNCT
cpos-328	224	47	.	.	PUNCT
cpos-328	225	1	a	a	DET
cpos-328	225	2	machine	machine	NOUN
cpos-328	225	3	learning	learn	VERB
cpos-328	225	4	algorithm	algorithm	NOUN
cpos-328	225	5	discarding	discard	VERB
cpos-328	225	6	a	a	DET
cpos-328	225	7	certain	certain	ADJ
cpos-328	225	8	feature	feature	NOUN
cpos-328	225	9	does	do	AUX
cpos-328	225	10	not	not	PART
cpos-328	225	11	therefore	therefore	ADV
cpos-328	225	12	constitute	constitute	VERB
cpos-328	225	13	a	a	DET
cpos-328	225	14	falsifi	falsifi	NOUN
cpos-328	225	15	cation	cation	NOUN
cpos-328	225	16	of	of	ADP
cpos-328	225	17	a	a	DET
cpos-328	225	18	theory	theory	NOUN
cpos-328	225	19	that	that	PRON
cpos-328	225	20	claimed	claim	VERB
cpos-328	225	21	this	this	DET
cpos-328	225	22	feature	feature	NOUN
cpos-328	225	23	to	to	PART
cpos-328	225	24	be	be	AUX
cpos-328	225	25	important	important	ADJ
cpos-328	225	26	.	.	PUNCT
cpos-328	226	1	this	this	PRON
cpos-328	226	2	might	might	AUX
cpos-328	226	3	be	be	AUX
cpos-328	226	4	less	less	ADV
cpos-328	226	5	problematic	problematic	ADJ
cpos-328	226	6	in	in	ADP
cpos-328	226	7	some	some	DET
cpos-328	226	8	applications	application	NOUN
cpos-328	226	9	(	(	PUNCT
cpos-328	226	10	e.g.	e.g.	ADV
cpos-328	226	11	•	•	NUM
cpos-328	226	12	hannes	hannes	PROPN
cpos-328	226	13	weber158	weber158	PROPN
cpos-328	226	14	image	image	NOUN
cpos-328	226	15	recognition	recognition	NOUN
cpos-328	226	16	)	)	PUNCT
cpos-328	226	17	,	,	PUNCT
cpos-328	226	18	but	but	CCONJ
cpos-328	226	19	in	in	ADP
cpos-328	226	20	other	other	ADJ
cpos-328	226	21	cases	case	NOUN
cpos-328	226	22	it	it	PRON
cpos-328	226	23	is	be	AUX
cpos-328	226	24	important	important	ADJ
cpos-328	226	25	to	to	PART
cpos-328	226	26	have	have	VERB
cpos-328	226	27	at	at	ADP
cpos-328	226	28	least	least	ADJ
cpos-328	226	29	a	a	DET
cpos-328	226	30	plausible	plausible	ADJ
cpos-328	226	31	idea	idea	NOUN
cpos-328	226	32	of	of	ADP
cpos-328	226	33	the	the	DET
cpos-328	226	34	underlying	underlying	ADJ
cpos-328	226	35	mechanisms	mechanism	NOUN
cpos-328	226	36	at	at	ADP
cpos-328	226	37	work	work	NOUN
cpos-328	226	38	.	.	PUNCT
cpos-328	227	1	a	a	DET
cpos-328	227	2	combination	combination	NOUN
cpos-328	227	3	of	of	ADP
cpos-328	227	4	proxy	proxy	ADJ
cpos-328	227	5	variables	variable	NOUN
cpos-328	227	6	that	that	PRON
cpos-328	227	7	are	be	AUX
cpos-328	227	8	highly	highly	ADV
cpos-328	227	9	correlated	correlate	VERB
cpos-328	227	10	with	with	ADP
cpos-328	227	11	the	the	DET
cpos-328	227	12	“	"	PUNCT
cpos-328	227	13	real	real	ADJ
cpos-328	227	14	”	"	PUNCT
cpos-328	227	15	causally	causally	ADV
cpos-328	227	16	relevant	relevant	ADJ
cpos-328	227	17	factors	factor	NOUN
cpos-328	227	18	often	often	ADV
cpos-328	227	19	produce	produce	VERB
cpos-328	227	20	predictive	predictive	ADJ
cpos-328	227	21	accuracies	accuracy	NOUN
cpos-328	227	22	that	that	PRON
cpos-328	227	23	are	be	AUX
cpos-328	227	24	just	just	ADV
cpos-328	227	25	as	as	ADV
cpos-328	227	26	good	good	ADJ
cpos-328	227	27	as	as	ADP
cpos-328	227	28	models	model	NOUN
cpos-328	227	29	informed	inform	VERB
cpos-328	227	30	by	by	ADP
cpos-328	227	31	the	the	DET
cpos-328	227	32	true	true	ADJ
cpos-328	227	33	mechanisms	mechanism	NOUN
cpos-328	227	34	.	.	PUNCT
cpos-328	228	1	as	as	ADP
cpos-328	228	2	a	a	DET
cpos-328	228	3	consequence	consequence	NOUN
cpos-328	228	4	,	,	PUNCT
cpos-328	228	5	policy	policy	NOUN
cpos-328	228	6	-	-	PUNCT
cpos-328	228	7	related	relate	VERB
cpos-328	228	8	interpretations	interpretation	NOUN
cpos-328	228	9	of	of	ADP
cpos-328	228	10	the	the	DET
cpos-328	228	11	form	form	NOUN
cpos-328	228	12	:	:	PUNCT
cpos-328	228	13	“	"	PUNCT
cpos-328	228	14	since	since	SCONJ
cpos-328	228	15	x	x	PRON
cpos-328	228	16	is	be	AUX
cpos-328	228	17	given	give	VERB
cpos-328	228	18	high	high	ADJ
cpos-328	228	19	importance	importance	NOUN
cpos-328	228	20	by	by	ADP
cpos-328	228	21	the	the	DET
cpos-328	228	22	algorithm	algorithm	NOUN
cpos-328	228	23	,	,	PUNCT
cpos-328	228	24	improving	improve	VERB
cpos-328	228	25	x	x	X
cpos-328	228	26	will	will	AUX
cpos-328	228	27	result	result	VERB
cpos-328	228	28	in	in	ADP
cpos-328	228	29	higher	high	ADJ
cpos-328	228	30	y	y	NOUN
cpos-328	228	31	”	"	PUNCT
cpos-328	228	32	,	,	PUNCT
cpos-328	228	33	are	be	AUX
cpos-328	228	34	invalid	invalid	ADJ
cpos-328	228	35	.	.	PUNCT
cpos-328	229	1	this	this	PRON
cpos-328	229	2	is	be	AUX
cpos-328	229	3	important	important	ADJ
cpos-328	229	4	to	to	PART
cpos-328	229	5	note	note	VERB
cpos-328	229	6	because	because	SCONJ
cpos-328	229	7	practitioners	practitioner	NOUN
cpos-328	229	8	and	and	CCONJ
cpos-328	229	9	policy	policy	NOUN
cpos-328	229	10	-	-	PUNCT
cpos-328	229	11	makers	maker	NOUN
cpos-328	229	12	might	might	AUX
cpos-328	229	13	be	be	AUX
cpos-328	229	14	tempted	tempt	VERB
cpos-328	229	15	to	to	PART
cpos-328	229	16	interpret	interpret	VERB
cpos-328	229	17	the	the	DET
cpos-328	229	18	results	result	NOUN
cpos-328	229	19	in	in	ADP
cpos-328	229	20	such	such	DET
cpos-328	229	21	a	a	DET
cpos-328	229	22	way	way	NOUN
cpos-328	229	23	.	.	PUNCT
cpos-328	230	1	thus	thus	ADV
cpos-328	230	2	,	,	PUNCT
cpos-328	230	3	susan	susan	PROPN
cpos-328	230	4	athey	athey	PROPN
cpos-328	230	5	(	(	PUNCT
cpos-328	230	6	2019	2019	NUM
cpos-328	230	7	)	)	PUNCT
cpos-328	230	8	does	do	AUX
cpos-328	230	9	not	not	PART
cpos-328	230	10	expect	expect	VERB
cpos-328	230	11	the	the	DET
cpos-328	230	12	increasing	increase	VERB
cpos-328	230	13	use	use	NOUN
cpos-328	230	14	of	of	ADP
cpos-328	230	15	machine	machine	NOUN
cpos-328	230	16	learning	learn	VERB
cpos-328	230	17	techniques	technique	NOUN
cpos-328	230	18	in	in	ADP
cpos-328	230	19	disciplines	discipline	NOUN
cpos-328	230	20	such	such	ADJ
cpos-328	230	21	as	as	ADP
cpos-328	230	22	economics	economic	NOUN
cpos-328	230	23	to	to	PART
cpos-328	230	24	have	have	VERB
cpos-328	230	25	any	any	DET
cpos-328	230	26	substantial	substantial	ADJ
cpos-328	230	27	impact	impact	NOUN
cpos-328	230	28	on	on	ADP
cpos-328	230	29	the	the	DET
cpos-328	230	30	statistical	statistical	ADJ
cpos-328	230	31	theory	theory	NOUN
cpos-328	230	32	of	of	ADP
cpos-328	230	33	causal	causal	ADJ
cpos-328	230	34	identifi	identifi	PROPN
cpos-328	230	35	cation	cation	NOUN
cpos-328	230	36	.	.	PUNCT
cpos-328	231	1	the	the	DET
cpos-328	231	2	latter	latter	ADJ
cpos-328	231	3	will	will	AUX
cpos-328	231	4	continue	continue	VERB
cpos-328	231	5	to	to	PART
cpos-328	231	6	be	be	AUX
cpos-328	231	7	a	a	DET
cpos-328	231	8	main	main	ADJ
cpos-328	231	9	goal	goal	NOUN
cpos-328	231	10	for	for	ADP
cpos-328	231	11	researchers	researcher	NOUN
cpos-328	231	12	in	in	ADP
cpos-328	231	13	these	these	DET
cpos-328	231	14	fi	fi	NOUN
cpos-328	231	15	elds	eld	NOUN
cpos-328	231	16	.	.	PUNCT
cpos-328	232	1	instead	instead	ADV
cpos-328	232	2	,	,	PUNCT
cpos-328	232	3	machine	machine	NOUN
cpos-328	232	4	learning	learning	NOUN
cpos-328	232	5	algorithms	algorithm	NOUN
cpos-328	232	6	will	will	AUX
cpos-328	232	7	complement	complement	VERB
cpos-328	232	8	the	the	DET
cpos-328	232	9	standard	standard	ADJ
cpos-328	232	10	econometric	econometric	ADJ
cpos-328	232	11	approaches	approach	NOUN
cpos-328	232	12	,	,	PUNCT
cpos-328	232	13	which	which	PRON
cpos-328	232	14	might	might	AUX
cpos-328	232	15	put	put	VERB
cpos-328	232	16	an	an	DET
cpos-328	232	17	end	end	NOUN
cpos-328	232	18	to	to	ADP
cpos-328	232	19	the	the	DET
cpos-328	232	20	“	"	PUNCT
cpos-328	232	21	statistical	statistical	ADJ
cpos-328	232	22	monoculture	monoculture	NOUN
cpos-328	232	23	”	"	PUNCT
cpos-328	232	24	of	of	ADP
cpos-328	232	25	linear	linear	ADJ
cpos-328	232	26	and	and	CCONJ
cpos-328	232	27	logistic	logistic	ADJ
cpos-328	232	28	regression	regression	NOUN
cpos-328	232	29	that	that	PRON
cpos-328	232	30	schrodt	schrodt	VERB
cpos-328	232	31	(	(	PUNCT
cpos-328	232	32	2014	2014	NUM
cpos-328	232	33	)	)	PUNCT
cpos-328	232	34	complained	complain	VERB
cpos-328	232	35	about	about	ADP
cpos-328	232	36	.	.	PUNCT
cpos-328	233	1	in	in	ADP
cpos-328	233	2	addition	addition	NOUN
cpos-328	233	3	,	,	PUNCT
cpos-328	233	4	practices	practice	NOUN
cpos-328	233	5	that	that	PRON
cpos-328	233	6	are	be	AUX
cpos-328	233	7	widely	widely	ADV
cpos-328	233	8	used	use	VERB
cpos-328	233	9	in	in	ADP
cpos-328	233	10	machine	machine	NOUN
cpos-328	233	11	learning	learn	VERB
cpos-328	233	12	such	such	ADJ
cpos-328	233	13	as	as	ADP
cpos-328	233	14	crossvalidation	crossvalidation	NOUN
cpos-328	233	15	and	and	CCONJ
cpos-328	233	16	out	out	ADP
cpos-328	233	17	-	-	PUNCT
cpos-328	233	18	of	of	ADP
cpos-328	233	19	-	-	PUNCT
cpos-328	233	20	sample	sample	NOUN
cpos-328	233	21	predictions	prediction	NOUN
cpos-328	233	22	can	can	AUX
cpos-328	233	23	help	help	VERB
cpos-328	233	24	applied	apply	VERB
cpos-328	233	25	research	research	NOUN
cpos-328	233	26	in	in	ADP
cpos-328	233	27	economics	economic	NOUN
cpos-328	233	28	and	and	CCONJ
cpos-328	233	29	social	social	ADJ
cpos-328	233	30	sciences	science	NOUN
cpos-328	233	31	to	to	PART
cpos-328	233	32	overcome	overcome	VERB
cpos-328	233	33	the	the	DET
cpos-328	233	34	problem	problem	NOUN
cpos-328	233	35	of	of	ADP
cpos-328	233	36	overfi	overfi	ADJ
cpos-328	233	37	tted	tte	VERB
cpos-328	233	38	models	model	NOUN
cpos-328	233	39	and	and	CCONJ
cpos-328	233	40	purported	purport	VERB
cpos-328	233	41	fi	fi	NOUN
cpos-328	233	42	ndings	nding	NOUN
cpos-328	233	43	that	that	PRON
cpos-328	233	44	fail	fail	VERB
cpos-328	233	45	replication	replication	NOUN
cpos-328	233	46	(	(	PUNCT
cpos-328	233	47	cramner	cramner	NOUN
cpos-328	233	48	/	/	SYM
cpos-328	233	49	desmarais	desmarais	PROPN
cpos-328	233	50	2017	2017	NUM
cpos-328	233	51	)	)	PUNCT
cpos-328	233	52	.	.	PUNCT
cpos-328	234	1	our	our	PRON
cpos-328	234	2	application	application	NOUN
cpos-328	234	3	is	be	AUX
cpos-328	234	4	located	locate	VERB
cpos-328	234	5	somewhere	somewhere	ADV
cpos-328	234	6	on	on	ADP
cpos-328	234	7	the	the	DET
cpos-328	234	8	continuum	continuum	NOUN
cpos-328	234	9	between	between	ADP
cpos-328	234	10	a	a	DET
cpos-328	234	11	data	data	NOUN
cpos-328	234	12	-	-	PUNCT
cpos-328	234	13	driven	drive	VERB
cpos-328	234	14	predictive	predictive	ADJ
cpos-328	234	15	model	model	NOUN
cpos-328	234	16	and	and	CCONJ
cpos-328	234	17	a	a	DET
cpos-328	234	18	deductive	deductive	ADJ
cpos-328	234	19	-	-	PUNCT
cpos-328	234	20	nomological	nomological	ADJ
cpos-328	234	21	explanatory	explanatory	ADJ
cpos-328	234	22	approach	approach	NOUN
cpos-328	234	23	.	.	PUNCT
cpos-328	235	1	on	on	ADP
cpos-328	235	2	the	the	DET
cpos-328	235	3	one	one	NUM
cpos-328	235	4	hand	hand	NOUN
cpos-328	235	5	,	,	PUNCT
cpos-328	235	6	our	our	PRON
cpos-328	235	7	goal	goal	NOUN
cpos-328	235	8	is	be	AUX
cpos-328	235	9	to	to	PART
cpos-328	235	10	make	make	VERB
cpos-328	235	11	out	out	ADP
cpos-328	235	12	-	-	PUNCT
cpos-328	235	13	of	of	ADP
cpos-328	235	14	-	-	PUNCT
cpos-328	235	15	sample	sample	NOUN
cpos-328	235	16	predictions	prediction	NOUN
cpos-328	235	17	:	:	PUNCT
cpos-328	235	18	how	how	SCONJ
cpos-328	235	19	well	well	ADV
cpos-328	235	20	can	can	AUX
cpos-328	235	21	future	future	ADJ
cpos-328	235	22	migration	migration	NOUN
cpos-328	235	23	rates	rate	NOUN
cpos-328	235	24	be	be	AUX
cpos-328	235	25	predicted	predict	VERB
cpos-328	235	26	for	for	ADP
cpos-328	235	27	municipalities	municipality	NOUN
cpos-328	235	28	that	that	PRON
cpos-328	235	29	were	be	AUX
cpos-328	235	30	not	not	PART
cpos-328	235	31	part	part	NOUN
cpos-328	235	32	of	of	ADP
cpos-328	235	33	the	the	DET
cpos-328	235	34	training	training	NOUN
cpos-328	235	35	dataset	dataset	NOUN
cpos-328	235	36	?	?	PUNCT
cpos-328	236	1	on	on	ADP
cpos-328	236	2	the	the	DET
cpos-328	236	3	other	other	ADJ
cpos-328	236	4	hand	hand	NOUN
cpos-328	236	5	,	,	PUNCT
cpos-328	236	6	our	our	PRON
cpos-328	236	7	predictive	predictive	ADJ
cpos-328	236	8	model	model	NOUN
cpos-328	236	9	is	be	AUX
cpos-328	236	10	informed	inform	VERB
cpos-328	236	11	by	by	ADP
cpos-328	236	12	theories	theory	NOUN
cpos-328	236	13	and	and	CCONJ
cpos-328	236	14	well	well	ADV
cpos-328	236	15	-	-	PUNCT
cpos-328	236	16	established	establish	VERB
cpos-328	236	17	knowledge	knowledge	NOUN
cpos-328	236	18	about	about	ADP
cpos-328	236	19	mechanisms	mechanism	NOUN
cpos-328	236	20	behind	behind	ADP
cpos-328	236	21	migration	migration	NOUN
cpos-328	236	22	and	and	CCONJ
cpos-328	236	23	residential	residential	ADJ
cpos-328	236	24	mobility	mobility	NOUN
cpos-328	236	25	.	.	PUNCT
cpos-328	237	1	since	since	SCONJ
cpos-328	237	2	there	there	PRON
cpos-328	237	3	is	be	VERB
cpos-328	237	4	no	no	DET
cpos-328	237	5	grand	grand	ADJ
cpos-328	237	6	theory	theory	NOUN
cpos-328	237	7	in	in	ADP
cpos-328	237	8	demography	demography	NOUN
cpos-328	237	9	and	and	CCONJ
cpos-328	237	10	other	other	ADJ
cpos-328	237	11	social	social	ADJ
cpos-328	237	12	sciences	science	NOUN
cpos-328	237	13	,	,	PUNCT
cpos-328	237	14	the	the	DET
cpos-328	237	15	various	various	ADJ
cpos-328	237	16	middle	middle	ADJ
cpos-328	237	17	-	-	PUNCT
cpos-328	237	18	range	range	NOUN
cpos-328	237	19	theories	theory	NOUN
cpos-328	237	20	referred	refer	VERB
cpos-328	237	21	to	to	ADP
cpos-328	237	22	in	in	ADP
cpos-328	237	23	the	the	DET
cpos-328	237	24	previous	previous	ADJ
cpos-328	237	25	chapter	chapter	NOUN
cpos-328	237	26	can	can	AUX
cpos-328	237	27	guide	guide	VERB
cpos-328	237	28	variable	variable	ADJ
cpos-328	237	29	selection	selection	NOUN
cpos-328	237	30	and	and	CCONJ
cpos-328	237	31	transformation	transformation	NOUN
cpos-328	237	32	(	(	PUNCT
cpos-328	237	33	feature	feature	NOUN
cpos-328	237	34	engineering	engineering	NOUN
cpos-328	237	35	)	)	PUNCT
cpos-328	237	36	.	.	PUNCT
cpos-328	238	1	as	as	ADP
cpos-328	238	2	such	such	ADJ
cpos-328	238	3	,	,	PUNCT
cpos-328	238	4	the	the	DET
cpos-328	238	5	evidence	evidence	NOUN
cpos-328	238	6	produced	produce	VERB
cpos-328	238	7	by	by	ADP
cpos-328	238	8	the	the	DET
cpos-328	238	9	model	model	NOUN
cpos-328	238	10	will	will	AUX
cpos-328	238	11	hopefully	hopefully	ADV
cpos-328	238	12	prove	prove	VERB
cpos-328	238	13	to	to	PART
cpos-328	238	14	be	be	AUX
cpos-328	238	15	more	more	ADV
cpos-328	238	16	stable	stable	ADJ
cpos-328	238	17	compared	compare	VERB
cpos-328	238	18	with	with	ADP
cpos-328	238	19	pragmatic	pragmatic	ADJ
cpos-328	238	20	,	,	PUNCT
cpos-328	238	21	purely	purely	ADV
cpos-328	238	22	data	data	NOUN
cpos-328	238	23	-	-	PUNCT
cpos-328	238	24	driven	drive	VERB
cpos-328	238	25	approaches	approach	NOUN
cpos-328	238	26	.	.	PUNCT
cpos-328	239	1	however	however	ADV
cpos-328	239	2	,	,	PUNCT
cpos-328	239	3	strictly	strictly	ADV
cpos-328	239	4	testing	test	VERB
cpos-328	239	5	these	these	DET
cpos-328	239	6	theories	theory	NOUN
cpos-328	239	7	of	of	ADP
cpos-328	239	8	migratory	migratory	ADJ
cpos-328	239	9	behaviour	behaviour	NOUN
cpos-328	239	10	or	or	CCONJ
cpos-328	239	11	inferring	infer	VERB
cpos-328	239	12	policy	policy	NOUN
cpos-328	239	13	recommendations	recommendation	NOUN
cpos-328	239	14	is	be	AUX
cpos-328	239	15	beyond	beyond	ADP
cpos-328	239	16	the	the	DET
cpos-328	239	17	scope	scope	NOUN
cpos-328	239	18	of	of	ADP
cpos-328	239	19	this	this	DET
cpos-328	239	20	approach	approach	NOUN
cpos-328	239	21	.	.	PUNCT
cpos-328	240	1	data	datum	NOUN
cpos-328	240	2	the	the	DET
cpos-328	240	3	main	main	ADJ
cpos-328	240	4	data	datum	NOUN
cpos-328	240	5	source	source	NOUN
cpos-328	240	6	in	in	ADP
cpos-328	240	7	this	this	DET
cpos-328	240	8	project	project	NOUN
cpos-328	240	9	is	be	AUX
cpos-328	240	10	the	the	DET
cpos-328	240	11	“	"	PUNCT
cpos-328	240	12	wegweiser	wegweiser	NOUN
cpos-328	240	13	kommune	kommune	NOUN
cpos-328	240	14	”	"	PUNCT
cpos-328	240	15	(	(	PUNCT
cpos-328	240	16	bertelsmann	bertelsmann	PROPN
cpos-328	240	17	stiftung	stiftung	PROPN
cpos-328	240	18	2018	2018	NUM
cpos-328	240	19	)	)	PUNCT
cpos-328	240	20	,	,	PUNCT
cpos-328	240	21	a	a	DET
cpos-328	240	22	database	database	NOUN
cpos-328	240	23	that	that	PRON
cpos-328	240	24	contains	contain	VERB
cpos-328	240	25	various	various	ADJ
cpos-328	240	26	demographic	demographic	ADJ
cpos-328	240	27	and	and	CCONJ
cpos-328	240	28	socio	socio	NOUN
cpos-328	240	29	-	-	PUNCT
cpos-328	240	30	economic	economic	ADJ
cpos-328	240	31	indicators	indicator	NOUN
cpos-328	240	32	for	for	ADP
cpos-328	240	33	more	more	ADJ
cpos-328	240	34	than	than	ADP
cpos-328	240	35	3,000	3,000	NUM
cpos-328	240	36	municipalities	municipality	NOUN
cpos-328	240	37	(	(	PUNCT
cpos-328	240	38	kommunen	kommunen	NOUN
cpos-328	240	39	)	)	PUNCT
cpos-328	240	40	in	in	ADP
cpos-328	240	41	germany	germany	PROPN
cpos-328	240	42	.	.	PUNCT
cpos-328	241	1	all	all	DET
cpos-328	241	2	german	german	ADJ
cpos-328	241	3	municipalities	municipality	NOUN
cpos-328	241	4	with	with	ADP
cpos-328	241	5	a	a	DET
cpos-328	241	6	population	population	NOUN
cpos-328	241	7	greater	great	ADJ
cpos-328	241	8	than	than	ADP
cpos-328	241	9	5,000	5,000	NUM
cpos-328	241	10	are	be	AUX
cpos-328	241	11	included	include	VERB
cpos-328	241	12	in	in	ADP
cpos-328	241	13	the	the	DET
cpos-328	241	14	database	database	NOUN
cpos-328	241	15	,	,	PUNCT
cpos-328	241	16	although	although	SCONJ
cpos-328	241	17	a	a	DET
cpos-328	241	18	small	small	ADJ
cpos-328	241	19	number	number	NOUN
cpos-328	241	20	of	of	ADP
cpos-328	241	21	municipalities	municipality	NOUN
cpos-328	241	22	have	have	AUX
cpos-328	241	23	dropped	drop	VERB
cpos-328	241	24	below	below	ADP
cpos-328	241	25	this	this	DET
cpos-328	241	26	mark	mark	NOUN
cpos-328	241	27	since	since	SCONJ
cpos-328	241	28	the	the	DET
cpos-328	241	29	fi	fi	NOUN
cpos-328	241	30	rst	rst	PROPN
cpos-328	241	31	reference	reference	NOUN
cpos-328	241	32	year	year	NOUN
cpos-328	241	33	from	from	ADP
cpos-328	241	34	which	which	PRON
cpos-328	241	35	the	the	DET
cpos-328	241	36	data	datum	NOUN
cpos-328	241	37	are	be	AUX
cpos-328	241	38	available	available	ADJ
cpos-328	241	39	(	(	PUNCT
cpos-328	241	40	2008	2008	NUM
cpos-328	241	41	)	)	PUNCT
cpos-328	241	42	.	.	PUNCT
cpos-328	242	1	the	the	DET
cpos-328	242	2	largest	large	ADJ
cpos-328	242	3	municipality	municipality	NOUN
cpos-328	242	4	is	be	AUX
cpos-328	242	5	the	the	DET
cpos-328	242	6	city	city	NOUN
cpos-328	242	7	of	of	ADP
cpos-328	242	8	berlin	berlin	PROPN
cpos-328	242	9	with	with	ADP
cpos-328	242	10	a	a	DET
cpos-328	242	11	population	population	NOUN
cpos-328	242	12	of	of	ADP
cpos-328	242	13	more	more	ADJ
cpos-328	242	14	than	than	ADP
cpos-328	242	15	3.3	3.3	NUM
cpos-328	242	16	million	million	NUM
cpos-328	242	17	,	,	PUNCT
cpos-328	242	18	whereas	whereas	SCONJ
cpos-328	242	19	the	the	DET
cpos-328	242	20	average	average	ADJ
cpos-328	242	21	population	population	NOUN
cpos-328	242	22	size	size	NOUN
cpos-328	242	23	of	of	ADP
cpos-328	242	24	a	a	DET
cpos-328	242	25	municipality	municipality	NOUN
cpos-328	242	26	in	in	ADP
cpos-328	242	27	the	the	DET
cpos-328	242	28	dataset	dataset	NOUN
cpos-328	242	29	is	be	AUX
cpos-328	242	30	around	around	ADP
cpos-328	242	31	24,000	24,000	NUM
cpos-328	242	32	.	.	PUNCT
cpos-328	243	1	we	we	PRON
cpos-328	243	2	thus	thus	ADV
cpos-328	243	3	have	have	VERB
cpos-328	243	4	a	a	DET
cpos-328	243	5	non	non	ADJ
cpos-328	243	6	-	-	ADJ
cpos-328	243	7	random	random	ADJ
cpos-328	243	8	sample	sample	NOUN
cpos-328	243	9	of	of	ADP
cpos-328	243	10	municipalities	municipality	NOUN
cpos-328	243	11	that	that	PRON
cpos-328	243	12	also	also	ADV
cpos-328	243	13	shows	show	VERB
cpos-328	243	14	systematic	systematic	ADJ
cpos-328	243	15	geographical	geographical	ADJ
cpos-328	243	16	patterns	pattern	NOUN
cpos-328	243	17	(	(	PUNCT
cpos-328	243	18	see	see	VERB
cpos-328	243	19	fig	fig	NOUN
cpos-328	243	20	.	.	PUNCT
cpos-328	244	1	6	6	NUM
cpos-328	244	2	):	):	PUNCT
cpos-328	244	3	especially	especially	ADV
cpos-328	244	4	in	in	ADP
cpos-328	244	5	rural	rural	ADJ
cpos-328	244	6	areas	area	NOUN
cpos-328	244	7	in	in	ADP
cpos-328	244	8	the	the	DET
cpos-328	244	9	states	state	NOUN
cpos-328	244	10	of	of	ADP
cpos-328	244	11	bavaria	bavaria	PROPN
cpos-328	244	12	,	,	PUNCT
cpos-328	244	13	schleswig	schleswig	PROPN
cpos-328	244	14	-	-	PUNCT
cpos-328	244	15	holstein	holstein	PROPN
cpos-328	244	16	,	,	PUNCT
cpos-328	244	17	and	and	CCONJ
cpos-328	244	18	mecklenburg	mecklenburg	ADJ
cpos-328	244	19	-	-	PUNCT
cpos-328	244	20	western	western	PROPN
cpos-328	244	21	pomerania	pomerania	NOUN
cpos-328	244	22	,	,	PUNCT
cpos-328	244	23	large	large	ADJ
cpos-328	244	24	parts	part	NOUN
cpos-328	244	25	of	of	ADP
cpos-328	244	26	the	the	DET
cpos-328	244	27	map	map	NOUN
cpos-328	244	28	consist	consist	VERB
cpos-328	244	29	of	of	ADP
cpos-328	244	30	smaller	small	ADJ
cpos-328	244	31	municipalities	municipality	NOUN
cpos-328	244	32	with	with	ADP
cpos-328	244	33	populations	population	NOUN
cpos-328	244	34	below	below	ADP
cpos-328	244	35	5,000	5,000	NUM
cpos-328	244	36	.	.	PUNCT
cpos-328	245	1	in	in	ADP
cpos-328	245	2	these	these	DET
cpos-328	245	3	states	state	NOUN
cpos-328	245	4	,	,	PUNCT
cpos-328	245	5	we	we	PRON
cpos-328	245	6	how	how	SCONJ
cpos-328	245	7	well	well	ADV
cpos-328	245	8	can	can	AUX
cpos-328	245	9	the	the	DET
cpos-328	245	10	migration	migration	NOUN
cpos-328	245	11	component	component	NOUN
cpos-328	245	12	of	of	ADP
cpos-328	245	13	regional	regional	ADJ
cpos-328	245	14	population	population	NOUN
cpos-328	245	15	change	change	NOUN
cpos-328	245	16	be	be	AUX
cpos-328	245	17	predicted	predict	VERB
cpos-328	245	18	?	?	PUNCT
cpos-328	246	1	•	•	NUM
cpos-328	246	2	159	159	NUM
cpos-328	246	3	lack	lack	NOUN
cpos-328	246	4	data	datum	NOUN
cpos-328	246	5	on	on	ADP
cpos-328	246	6	many	many	ADJ
cpos-328	246	7	rural	rural	ADJ
cpos-328	246	8	areas	area	NOUN
cpos-328	246	9	.	.	PUNCT
cpos-328	247	1	in	in	ADP
cpos-328	247	2	the	the	DET
cpos-328	247	3	states	state	NOUN
cpos-328	247	4	of	of	ADP
cpos-328	247	5	north	north	PROPN
cpos-328	247	6	rhine	rhine	PROPN
cpos-328	247	7	-	-	PROPN
cpos-328	247	8	westphalia	westphalia	PROPN
cpos-328	247	9	or	or	CCONJ
cpos-328	247	10	saxony	saxony	PROPN
cpos-328	247	11	-	-	PUNCT
cpos-328	247	12	anhalt	anhalt	PROPN
cpos-328	247	13	,	,	PUNCT
cpos-328	247	14	by	by	ADP
cpos-328	247	15	contrast	contrast	NOUN
cpos-328	247	16	,	,	PUNCT
cpos-328	247	17	local	local	ADJ
cpos-328	247	18	government	government	NOUN
cpos-328	247	19	reforms	reform	NOUN
cpos-328	247	20	resulted	result	VERB
cpos-328	247	21	in	in	ADP
cpos-328	247	22	fewer	few	ADJ
cpos-328	247	23	,	,	PUNCT
cpos-328	247	24	but	but	CCONJ
cpos-328	247	25	larger	large	ADJ
cpos-328	247	26	municipalities	municipality	NOUN
cpos-328	247	27	.	.	PUNCT
cpos-328	248	1	finally	finally	ADV
cpos-328	248	2	,	,	PUNCT
cpos-328	248	3	in	in	ADP
cpos-328	248	4	lower	low	ADJ
cpos-328	248	5	saxony	saxony	PROPN
cpos-328	248	6	and	and	CCONJ
cpos-328	248	7	rhineland	rhineland	PROPN
cpos-328	248	8	-	-	PUNCT
cpos-328	248	9	palatinate	palatinate	PROPN
cpos-328	248	10	,	,	PUNCT
cpos-328	248	11	there	there	PRON
cpos-328	248	12	are	be	VERB
cpos-328	248	13	many	many	ADJ
cpos-328	248	14	associations	association	NOUN
cpos-328	248	15	consisting	consist	VERB
cpos-328	248	16	of	of	ADP
cpos-328	248	17	multiple	multiple	ADJ
cpos-328	248	18	smaller	small	ADJ
cpos-328	248	19	municipalities	municipality	NOUN
cpos-328	248	20	(	(	PUNCT
cpos-328	248	21	samtgemeinden	samtgemeinden	PROPN
cpos-328	248	22	)	)	PUNCT
cpos-328	248	23	which	which	PRON
cpos-328	248	24	are	be	AUX
cpos-328	248	25	treated	treat	VERB
cpos-328	248	26	as	as	ADP
cpos-328	248	27	a	a	DET
cpos-328	248	28	single	single	ADJ
cpos-328	248	29	municipality	municipality	NOUN
cpos-328	248	30	in	in	ADP
cpos-328	248	31	the	the	DET
cpos-328	248	32	analyses	analysis	NOUN
cpos-328	248	33	.	.	PUNCT
cpos-328	249	1	in	in	ADP
cpos-328	249	2	the	the	DET
cpos-328	249	3	latter	latter	ADJ
cpos-328	249	4	states	state	NOUN
cpos-328	249	5	,	,	PUNCT
cpos-328	249	6	there	there	PRON
cpos-328	249	7	are	be	VERB
cpos-328	249	8	thus	thus	ADV
cpos-328	249	9	fewer	few	ADJ
cpos-328	249	10	areas	area	NOUN
cpos-328	249	11	fig	fig	NOUN
cpos-328	249	12	.	.	PUNCT
cpos-328	250	1	6	6	NUM
cpos-328	250	2	:	:	PUNCT
cpos-328	250	3	map	map	NOUN
cpos-328	250	4	showing	show	VERB
cpos-328	250	5	german	german	ADJ
cpos-328	250	6	municipalities	municipality	NOUN
cpos-328	250	7	that	that	PRON
cpos-328	250	8	are	be	AUX
cpos-328	250	9	included	include	VERB
cpos-328	250	10	(	(	PUNCT
cpos-328	250	11	in	in	ADP
cpos-328	250	12	red	red	NOUN
cpos-328	250	13	)	)	PUNCT
cpos-328	250	14	in	in	ADP
cpos-328	250	15	the	the	DET
cpos-328	250	16	dataset	dataset	NOUN
cpos-328	250	17	(	(	PUNCT
cpos-328	250	18	grey	grey	ADJ
cpos-328	250	19	areas	area	NOUN
cpos-328	250	20	=	=	PUNCT
cpos-328	250	21	not	not	PART
cpos-328	250	22	included	include	VERB
cpos-328	250	23	)	)	PUNCT
cpos-328	250	24	source	source	NOUN
cpos-328	250	25	:	:	PUNCT
cpos-328	250	26	bertelsmann	bertelsmann	PROPN
cpos-328	250	27	stiftung	stiftung	PROPN
cpos-328	250	28	2018	2018	NUM
cpos-328	250	29	•	•	NOUN
cpos-328	250	30	hannes	hannes	PROPN
cpos-328	250	31	weber160	weber160	PROPN
cpos-328	250	32	for	for	ADP
cpos-328	250	33	which	which	PRON
cpos-328	250	34	we	we	PRON
cpos-328	250	35	lack	lack	VERB
cpos-328	250	36	data	datum	NOUN
cpos-328	250	37	.	.	PUNCT
cpos-328	251	1	all	all	ADV
cpos-328	251	2	in	in	ADV
cpos-328	251	3	all	all	PRON
cpos-328	251	4	,	,	PUNCT
cpos-328	251	5	considering	consider	VERB
cpos-328	251	6	that	that	SCONJ
cpos-328	251	7	many	many	ADJ
cpos-328	251	8	smaller	small	ADJ
cpos-328	251	9	municipalities	municipality	NOUN
cpos-328	251	10	are	be	AUX
cpos-328	251	11	represented	represent	VERB
cpos-328	251	12	as	as	SCONJ
cpos-328	251	13	unions	union	NOUN
cpos-328	251	14	of	of	ADP
cpos-328	251	15	municipalities	municipality	NOUN
cpos-328	251	16	in	in	ADP
cpos-328	251	17	the	the	DET
cpos-328	251	18	dataset	dataset	NOUN
cpos-328	251	19	,	,	PUNCT
cpos-328	251	20	5,850	5,850	NUM
cpos-328	251	21	or	or	CCONJ
cpos-328	251	22	51.3	51.3	NUM
cpos-328	251	23	percent	percent	NOUN
cpos-328	251	24	of	of	ADP
cpos-328	251	25	all	all	DET
cpos-328	251	26	german	german	ADJ
cpos-328	251	27	municipalities	municipality	NOUN
cpos-328	251	28	are	be	AUX
cpos-328	251	29	included	include	VERB
cpos-328	251	30	in	in	ADP
cpos-328	251	31	the	the	DET
cpos-328	251	32	analysis	analysis	NOUN
cpos-328	251	33	.	.	PUNCT
cpos-328	252	1	however	however	ADV
cpos-328	252	2	,	,	PUNCT
cpos-328	252	3	the	the	DET
cpos-328	252	4	total	total	ADJ
cpos-328	252	5	sample	sample	NOUN
cpos-328	252	6	size	size	NOUN
cpos-328	252	7	is	be	AUX
cpos-328	252	8	3,151	3,151	NUM
cpos-328	252	9	since	since	SCONJ
cpos-328	252	10	associations	association	NOUN
cpos-328	252	11	of	of	ADP
cpos-328	252	12	municipalities	municipality	NOUN
cpos-328	252	13	are	be	AUX
cpos-328	252	14	treated	treat	VERB
cpos-328	252	15	as	as	ADP
cpos-328	252	16	a	a	DET
cpos-328	252	17	single	single	ADJ
cpos-328	252	18	observation	observation	NOUN
cpos-328	252	19	.	.	PUNCT
cpos-328	253	1	the	the	DET
cpos-328	253	2	outcome	outcome	NOUN
cpos-328	253	3	variable	variable	NOUN
cpos-328	253	4	of	of	ADP
cpos-328	253	5	interest	interest	NOUN
cpos-328	253	6	in	in	ADP
cpos-328	253	7	this	this	DET
cpos-328	253	8	study	study	NOUN
cpos-328	253	9	,	,	PUNCT
cpos-328	253	10	namely	namely	ADV
cpos-328	253	11	net	net	ADJ
cpos-328	253	12	migration	migration	NOUN
cpos-328	253	13	,	,	PUNCT
cpos-328	253	14	is	be	AUX
cpos-328	253	15	reported	report	VERB
cpos-328	253	16	in	in	ADP
cpos-328	253	17	the	the	DET
cpos-328	253	18	dataset	dataset	NOUN
cpos-328	253	19	as	as	ADP
cpos-328	253	20	the	the	DET
cpos-328	253	21	average	average	ADJ
cpos-328	253	22	yearly	yearly	ADJ
cpos-328	253	23	value	value	NOUN
cpos-328	253	24	for	for	ADP
cpos-328	253	25	the	the	DET
cpos-328	253	26	fi	fi	NOUN
cpos-328	253	27	ve	ve	NOUN
cpos-328	253	28	years	year	NOUN
cpos-328	253	29	leading	lead	VERB
cpos-328	253	30	up	up	ADP
cpos-328	253	31	to	to	ADP
cpos-328	253	32	the	the	DET
cpos-328	253	33	reporting	reporting	NOUN
cpos-328	253	34	year	year	NOUN
cpos-328	253	35	.	.	PUNCT
cpos-328	254	1	in	in	ADP
cpos-328	254	2	other	other	ADJ
cpos-328	254	3	words	word	NOUN
cpos-328	254	4	,	,	PUNCT
cpos-328	254	5	for	for	ADP
cpos-328	254	6	the	the	DET
cpos-328	254	7	2015	2015	NUM
cpos-328	254	8	edition	edition	NOUN
cpos-328	254	9	,	,	PUNCT
cpos-328	254	10	net	net	ADJ
cpos-328	254	11	migration	migration	NOUN
cpos-328	254	12	refers	refer	VERB
cpos-328	254	13	to	to	ADP
cpos-328	254	14	the	the	DET
cpos-328	254	15	average	average	ADJ
cpos-328	254	16	net	net	ADJ
cpos-328	254	17	migration	migration	NOUN
cpos-328	254	18	value	value	NOUN
cpos-328	254	19	(	(	PUNCT
cpos-328	254	20	per	per	ADP
cpos-328	254	21	1,000	1,000	NUM
cpos-328	254	22	inhabitants	inhabitant	NOUN
cpos-328	254	23	)	)	PUNCT
cpos-328	254	24	during	during	ADP
cpos-328	254	25	the	the	DET
cpos-328	254	26	period	period	NOUN
cpos-328	254	27	from	from	ADP
cpos-328	254	28	2011	2011	NUM
cpos-328	254	29	to	to	ADP
cpos-328	254	30	2015	2015	NUM
cpos-328	254	31	.	.	PUNCT
cpos-328	255	1	this	this	PRON
cpos-328	255	2	is	be	AUX
cpos-328	255	3	our	our	PRON
cpos-328	255	4	target	target	NOUN
cpos-328	255	5	variable	variable	NOUN
cpos-328	255	6	which	which	PRON
cpos-328	255	7	is	be	AUX
cpos-328	255	8	reported	report	VERB
cpos-328	255	9	for	for	ADP
cpos-328	255	10	a	a	DET
cpos-328	255	11	variety	variety	NOUN
cpos-328	255	12	of	of	ADP
cpos-328	255	13	age	age	NOUN
cpos-328	255	14	groups	group	NOUN
cpos-328	255	15	.	.	PUNCT
cpos-328	256	1	we	we	PRON
cpos-328	256	2	focus	focus	VERB
cpos-328	256	3	on	on	ADP
cpos-328	256	4	the	the	DET
cpos-328	256	5	two	two	NUM
cpos-328	256	6	pre	pre	ADJ
cpos-328	256	7	-	-	ADJ
cpos-328	256	8	defi	defi	ADJ
cpos-328	256	9	ned	ned	ADJ
cpos-328	256	10	demographic	demographic	ADJ
cpos-328	256	11	groups	group	NOUN
cpos-328	256	12	that	that	PRON
cpos-328	256	13	the	the	DET
cpos-328	256	14	authors	author	NOUN
cpos-328	256	15	(	(	PUNCT
cpos-328	256	16	bertelsmann	bertelsmann	PROPN
cpos-328	256	17	stiftung	stiftung	PROPN
cpos-328	256	18	2018	2018	NUM
cpos-328	256	19	)	)	PUNCT
cpos-328	256	20	refer	refer	VERB
cpos-328	256	21	to	to	ADP
cpos-328	256	22	as	as	ADP
cpos-328	256	23	“	"	PUNCT
cpos-328	256	24	educational	educational	ADJ
cpos-328	256	25	migration	migration	NOUN
cpos-328	256	26	”	"	PUNCT
cpos-328	256	27	(	(	PUNCT
cpos-328	256	28	age	age	NOUN
cpos-328	256	29	group	group	NOUN
cpos-328	256	30	18	18	NUM
cpos-328	256	31	to	to	PART
cpos-328	256	32	24	24	NUM
cpos-328	256	33	years	year	NOUN
cpos-328	256	34	)	)	PUNCT
cpos-328	256	35	and	and	CCONJ
cpos-328	256	36	“	"	PUNCT
cpos-328	256	37	family	family	NOUN
cpos-328	256	38	migration	migration	NOUN
cpos-328	256	39	”	"	PUNCT
cpos-328	256	40	(	(	PUNCT
cpos-328	256	41	age	age	NOUN
cpos-328	256	42	groups	group	NOUN
cpos-328	256	43	30	30	NUM
cpos-328	256	44	to	to	ADP
cpos-328	256	45	49	49	NUM
cpos-328	256	46	and	and	CCONJ
cpos-328	256	47	0	0	NUM
cpos-328	256	48	to	to	ADP
cpos-328	256	49	17	17	NUM
cpos-328	256	50	)	)	PUNCT
cpos-328	256	51	.	.	PUNCT
cpos-328	257	1	among	among	ADP
cpos-328	257	2	the	the	DET
cpos-328	257	3	many	many	ADJ
cpos-328	257	4	indicators	indicator	NOUN
cpos-328	257	5	(	(	PUNCT
cpos-328	257	6	n	n	NOUN
cpos-328	257	7	=	=	SYM
cpos-328	257	8	184	184	NUM
cpos-328	257	9	)	)	PUNCT
cpos-328	257	10	in	in	ADP
cpos-328	257	11	the	the	DET
cpos-328	257	12	dataset	dataset	NOUN
cpos-328	257	13	,	,	PUNCT
cpos-328	257	14	we	we	PRON
cpos-328	257	15	excluded	exclude	VERB
cpos-328	257	16	a	a	DET
cpos-328	257	17	number	number	NOUN
cpos-328	257	18	of	of	ADP
cpos-328	257	19	variables	variable	NOUN
cpos-328	257	20	that	that	PRON
cpos-328	257	21	were	be	AUX
cpos-328	257	22	either	either	CCONJ
cpos-328	257	23	irrelevant	irrelevant	ADJ
cpos-328	257	24	to	to	ADP
cpos-328	257	25	our	our	PRON
cpos-328	257	26	question	question	NOUN
cpos-328	257	27	or	or	CCONJ
cpos-328	257	28	too	too	ADV
cpos-328	257	29	close	close	ADJ
cpos-328	257	30	to	to	ADP
cpos-328	257	31	the	the	DET
cpos-328	257	32	defi	defi	NOUN
cpos-328	257	33	nition	nition	NOUN
cpos-328	257	34	of	of	ADP
cpos-328	257	35	the	the	DET
cpos-328	257	36	dependent	dependent	ADJ
cpos-328	257	37	variable	variable	NOUN
cpos-328	257	38	(	(	PUNCT
cpos-328	257	39	e.g.	e.g.	ADV
cpos-328	257	40	total	total	ADJ
cpos-328	257	41	net	net	ADJ
cpos-328	257	42	migration	migration	NOUN
cpos-328	257	43	,	,	PUNCT
cpos-328	257	44	total	total	ADJ
cpos-328	257	45	population	population	NOUN
cpos-328	257	46	change	change	NOUN
cpos-328	257	47	)	)	PUNCT
cpos-328	257	48	.	.	PUNCT
cpos-328	258	1	in	in	ADP
cpos-328	258	2	addition	addition	NOUN
cpos-328	258	3	,	,	PUNCT
cpos-328	258	4	we	we	PRON
cpos-328	258	5	excluded	exclude	VERB
cpos-328	258	6	many	many	ADJ
cpos-328	258	7	indicators	indicator	NOUN
cpos-328	258	8	that	that	PRON
cpos-328	258	9	were	be	AUX
cpos-328	258	10	highly	highly	ADV
cpos-328	258	11	correlated	correlate	VERB
cpos-328	258	12	(	(	PUNCT
cpos-328	258	13	r	r	NOUN
cpos-328	258	14	>	>	X
cpos-328	258	15	.95	.95	NUM
cpos-328	258	16	)	)	PUNCT
cpos-328	258	17	with	with	ADP
cpos-328	258	18	others	other	NOUN
cpos-328	258	19	;	;	PUNCT
cpos-328	258	20	for	for	ADP
cpos-328	258	21	instance	instance	NOUN
cpos-328	258	22	,	,	PUNCT
cpos-328	258	23	total	total	ADJ
cpos-328	258	24	balance	balance	NOUN
cpos-328	258	25	of	of	ADP
cpos-328	258	26	commuters	commuter	NOUN
cpos-328	258	27	out	out	ADP
cpos-328	258	28	of	of	ADP
cpos-328	258	29	a	a	DET
cpos-328	258	30	municipality	municipality	NOUN
cpos-328	258	31	vs.	vs.	ADP
cpos-328	258	32	balance	balance	NOUN
cpos-328	258	33	of	of	ADP
cpos-328	258	34	male	male	ADJ
cpos-328	258	35	commuters	commuter	NOUN
cpos-328	258	36	vs.	vs.	ADP
cpos-328	258	37	balance	balance	NOUN
cpos-328	258	38	of	of	ADP
cpos-328	258	39	female	female	ADJ
cpos-328	258	40	commuters	commuter	NOUN
cpos-328	258	41	,	,	PUNCT
cpos-328	258	42	etc	etc	X
cpos-328	258	43	.	.	X
cpos-328	258	44	we	we	PRON
cpos-328	258	45	also	also	ADV
cpos-328	258	46	excluded	exclude	VERB
cpos-328	258	47	indicators	indicator	NOUN
cpos-328	258	48	that	that	PRON
cpos-328	258	49	had	have	VERB
cpos-328	258	50	more	more	ADJ
cpos-328	258	51	than	than	ADP
cpos-328	258	52	50	50	NUM
cpos-328	258	53	percent	percent	NOUN
cpos-328	258	54	missing	miss	VERB
cpos-328	258	55	values	value	NOUN
cpos-328	258	56	,	,	PUNCT
cpos-328	258	57	which	which	PRON
cpos-328	258	58	is	be	AUX
cpos-328	258	59	often	often	ADV
cpos-328	258	60	the	the	DET
cpos-328	258	61	case	case	NOUN
cpos-328	258	62	for	for	ADP
cpos-328	258	63	indicators	indicator	NOUN
cpos-328	258	64	that	that	PRON
cpos-328	258	65	are	be	AUX
cpos-328	258	66	only	only	ADV
cpos-328	258	67	available	available	ADJ
cpos-328	258	68	at	at	ADP
cpos-328	258	69	the	the	DET
cpos-328	258	70	district	district	NOUN
cpos-328	258	71	level	level	NOUN
cpos-328	258	72	or	or	CCONJ
cpos-328	258	73	for	for	ADP
cpos-328	258	74	larger	large	ADJ
cpos-328	258	75	agglomerations	agglomeration	NOUN
cpos-328	258	76	(	(	PUNCT
cpos-328	258	77	e.g.	e.g.	ADV
cpos-328	258	78	share	share	NOUN
cpos-328	258	79	of	of	ADP
cpos-328	258	80	children	child	NOUN
cpos-328	258	81	with	with	ADP
cpos-328	258	82	a	a	DET
cpos-328	258	83	migrant	migrant	ADJ
cpos-328	258	84	background	background	NOUN
cpos-328	258	85	in	in	ADP
cpos-328	258	86	kindergartens	kindergarten	NOUN
cpos-328	258	87	)	)	PUNCT
cpos-328	258	88	.	.	PUNCT
cpos-328	259	1	this	this	PRON
cpos-328	259	2	leaves	leave	VERB
cpos-328	259	3	us	we	PRON
cpos-328	259	4	with	with	ADP
cpos-328	259	5	38	38	NUM
cpos-328	259	6	indicators	indicator	NOUN
cpos-328	259	7	from	from	ADP
cpos-328	259	8	the	the	DET
cpos-328	259	9	source	source	NOUN
cpos-328	259	10	database	database	NOUN
cpos-328	259	11	that	that	PRON
cpos-328	259	12	are	be	AUX
cpos-328	259	13	potentially	potentially	ADV
cpos-328	259	14	considered	consider	VERB
cpos-328	259	15	for	for	ADP
cpos-328	259	16	inclusion	inclusion	NOUN
cpos-328	259	17	in	in	ADP
cpos-328	259	18	the	the	DET
cpos-328	259	19	models	model	NOUN
cpos-328	259	20	(	(	PUNCT
cpos-328	259	21	see	see	VERB
cpos-328	259	22	appendix	appendix	NOUN
cpos-328	259	23	)	)	PUNCT
cpos-328	259	24	.	.	PUNCT
cpos-328	260	1	for	for	ADP
cpos-328	260	2	each	each	DET
cpos-328	260	3	algorithm	algorithm	NOUN
cpos-328	260	4	,	,	PUNCT
cpos-328	260	5	a	a	DET
cpos-328	260	6	recursive	recursive	ADJ
cpos-328	260	7	feature	feature	NOUN
cpos-328	260	8	elimination	elimination	NOUN
cpos-328	260	9	procedure	procedure	NOUN
cpos-328	260	10	is	be	AUX
cpos-328	260	11	built	build	VERB
cpos-328	260	12	into	into	ADP
cpos-328	260	13	the	the	DET
cpos-328	260	14	modelling	modelling	ADJ
cpos-328	260	15	pipeline	pipeline	NOUN
cpos-328	260	16	in	in	ADP
cpos-328	260	17	such	such	DET
cpos-328	260	18	a	a	DET
cpos-328	260	19	way	way	NOUN
cpos-328	260	20	that	that	PRON
cpos-328	260	21	the	the	DET
cpos-328	260	22	model	model	NOUN
cpos-328	260	23	is	be	AUX
cpos-328	260	24	trained	train	VERB
cpos-328	260	25	with	with	ADP
cpos-328	260	26	the	the	DET
cpos-328	260	27	optimal	optimal	ADJ
cpos-328	260	28	subset	subset	NOUN
cpos-328	260	29	of	of	ADP
cpos-328	260	30	features	feature	NOUN
cpos-328	260	31	determined	determine	VERB
cpos-328	260	32	via	via	ADP
cpos-328	260	33	cross	cross	NOUN
cpos-328	260	34	-	-	NOUN
cpos-328	260	35	validation	validation	NOUN
cpos-328	260	36	.	.	PUNCT
cpos-328	261	1	this	this	PRON
cpos-328	261	2	means	mean	VERB
cpos-328	261	3	that	that	SCONJ
cpos-328	261	4	the	the	DET
cpos-328	261	5	algorithm	algorithm	NOUN
cpos-328	261	6	may	may	AUX
cpos-328	261	7	use	use	VERB
cpos-328	261	8	all	all	PRON
cpos-328	261	9	of	of	ADP
cpos-328	261	10	the	the	DET
cpos-328	261	11	variables	variable	NOUN
cpos-328	261	12	listed	list	VERB
cpos-328	261	13	in	in	ADP
cpos-328	261	14	the	the	DET
cpos-328	261	15	appendix	appendix	NOUN
cpos-328	261	16	or	or	CCONJ
cpos-328	261	17	only	only	ADV
cpos-328	261	18	a	a	DET
cpos-328	261	19	subset	subset	NOUN
cpos-328	261	20	if	if	SCONJ
cpos-328	261	21	this	this	PRON
cpos-328	261	22	results	result	VERB
cpos-328	261	23	in	in	ADP
cpos-328	261	24	greater	great	ADJ
cpos-328	261	25	predictive	predictive	ADJ
cpos-328	261	26	accuracy	accuracy	NOUN
cpos-328	261	27	in	in	ADP
cpos-328	261	28	the	the	DET
cpos-328	261	29	training	training	NOUN
cpos-328	261	30	data	datum	NOUN
cpos-328	261	31	.	.	PUNCT
cpos-328	262	1	adding	add	VERB
cpos-328	262	2	to	to	ADP
cpos-328	262	3	the	the	DET
cpos-328	262	4	indicators	indicator	NOUN
cpos-328	262	5	from	from	ADP
cpos-328	262	6	the	the	DET
cpos-328	262	7	bertelsmann	bertelsmann	PROPN
cpos-328	262	8	dataset	dataset	NOUN
cpos-328	262	9	,	,	PUNCT
cpos-328	262	10	we	we	PRON
cpos-328	262	11	assembled	assemble	VERB
cpos-328	262	12	a	a	DET
cpos-328	262	13	number	number	NOUN
cpos-328	262	14	of	of	ADP
cpos-328	262	15	other	other	ADJ
cpos-328	262	16	variables	variable	NOUN
cpos-328	262	17	and	and	CCONJ
cpos-328	262	18	merged	merge	VERB
cpos-328	262	19	them	they	PRON
cpos-328	262	20	with	with	ADP
cpos-328	262	21	the	the	DET
cpos-328	262	22	dataset	dataset	NOUN
cpos-328	262	23	.	.	PUNCT
cpos-328	263	1	in	in	ADP
cpos-328	263	2	particular	particular	ADJ
cpos-328	263	3	,	,	PUNCT
cpos-328	263	4	these	these	PRON
cpos-328	263	5	were	be	AUX
cpos-328	263	6	:	:	PUNCT
cpos-328	263	7	•	•	NUM
cpos-328	263	8	information	information	NOUN
cpos-328	263	9	on	on	ADP
cpos-328	263	10	all	all	DET
cpos-328	263	11	long	long	ADJ
cpos-328	263	12	-	-	PUNCT
cpos-328	263	13	distance	distance	NOUN
cpos-328	263	14	and	and	CCONJ
cpos-328	263	15	regional	regional	ADJ
cpos-328	263	16	train	train	NOUN
cpos-328	263	17	stops	stop	NOUN
cpos-328	263	18	in	in	ADP
cpos-328	263	19	germany	germany	PROPN
cpos-328	263	20	obtained	obtain	VERB
cpos-328	263	21	from	from	ADP
cpos-328	263	22	the	the	DET
cpos-328	263	23	german	german	ADJ
cpos-328	263	24	railway	railway	NOUN
cpos-328	263	25	company	company	NOUN
cpos-328	263	26	deutsche	deutsche	NOUN
cpos-328	263	27	bahn	bahn	NOUN
cpos-328	263	28	.	.	PUNCT
cpos-328	264	1	for	for	ADP
cpos-328	264	2	each	each	DET
cpos-328	264	3	municipality	municipality	NOUN
cpos-328	264	4	,	,	PUNCT
cpos-328	264	5	we	we	PRON
cpos-328	264	6	coded	code	VERB
cpos-328	264	7	whether	whether	SCONJ
cpos-328	264	8	a	a	DET
cpos-328	264	9	train	train	NOUN
cpos-328	264	10	station	station	NOUN
cpos-328	264	11	is	be	AUX
cpos-328	264	12	present	present	ADJ
cpos-328	264	13	and	and	CCONJ
cpos-328	264	14	whether	whether	SCONJ
cpos-328	264	15	long	long	ADJ
cpos-328	264	16	-	-	PUNCT
cpos-328	264	17	distance	distance	NOUN
cpos-328	264	18	trains	train	NOUN
cpos-328	264	19	also	also	ADV
cpos-328	264	20	serve	serve	VERB
cpos-328	264	21	this	this	DET
cpos-328	264	22	station	station	NOUN
cpos-328	264	23	.	.	PUNCT
cpos-328	265	1	as	as	ADP
cpos-328	265	2	an	an	DET
cpos-328	265	3	additional	additional	ADJ
cpos-328	265	4	variable	variable	NOUN
cpos-328	265	5	,	,	PUNCT
cpos-328	265	6	we	we	PRON
cpos-328	265	7	calculated	calculate	VERB
cpos-328	265	8	the	the	DET
cpos-328	265	9	distance	distance	NOUN
cpos-328	265	10	to	to	ADP
cpos-328	265	11	the	the	DET
cpos-328	265	12	nearest	near	ADJ
cpos-328	265	13	municipality	municipality	NOUN
cpos-328	265	14	with	with	ADP
cpos-328	265	15	a	a	DET
cpos-328	265	16	station	station	NOUN
cpos-328	265	17	served	serve	VERB
cpos-328	265	18	by	by	ADP
cpos-328	265	19	long	long	ADJ
cpos-328	265	20	-	-	PUNCT
cpos-328	265	21	distance	distance	NOUN
cpos-328	265	22	trains	train	NOUN
cpos-328	265	23	.	.	PUNCT
cpos-328	266	1	these	these	DET
cpos-328	266	2	indicators	indicator	NOUN
cpos-328	266	3	are	be	AUX
cpos-328	266	4	included	include	VERB
cpos-328	266	5	because	because	SCONJ
cpos-328	266	6	theoretical	theoretical	ADJ
cpos-328	266	7	considerations	consideration	NOUN
cpos-328	266	8	suggested	suggest	VERB
cpos-328	266	9	that	that	SCONJ
cpos-328	266	10	good	good	ADJ
cpos-328	266	11	public	public	ADJ
cpos-328	266	12	transport	transport	NOUN
cpos-328	266	13	connections	connection	NOUN
cpos-328	266	14	are	be	AUX
cpos-328	266	15	vital	vital	ADJ
cpos-328	266	16	in	in	ADP
cpos-328	266	17	attracting	attract	VERB
cpos-328	266	18	young	young	ADJ
cpos-328	266	19	people	people	NOUN
cpos-328	266	20	to	to	ADP
cpos-328	266	21	municipalities	municipality	NOUN
cpos-328	266	22	.	.	PUNCT
cpos-328	267	1	•	•	INTJ
cpos-328	267	2	we	we	PRON
cpos-328	267	3	calculated	calculate	VERB
cpos-328	267	4	the	the	DET
cpos-328	267	5	distance	distance	NOUN
cpos-328	267	6	from	from	ADP
cpos-328	267	7	each	each	DET
cpos-328	267	8	municipality	municipality	NOUN
cpos-328	267	9	to	to	ADP
cpos-328	267	10	the	the	DET
cpos-328	267	11	nearest	near	ADJ
cpos-328	267	12	city	city	NOUN
cpos-328	267	13	with	with	ADP
cpos-328	267	14	more	more	ADJ
cpos-328	267	15	than	than	ADP
cpos-328	267	16	50,000	50,000	NUM
cpos-328	267	17	,	,	PUNCT
cpos-328	267	18	more	more	ADJ
cpos-328	267	19	than	than	ADP
cpos-328	267	20	100,000	100,000	NUM
cpos-328	267	21	,	,	PUNCT
cpos-328	267	22	or	or	CCONJ
cpos-328	267	23	more	more	ADJ
cpos-328	267	24	than	than	ADP
cpos-328	267	25	500,000	500,000	NUM
cpos-328	267	26	inhabitants	inhabitant	NOUN
cpos-328	267	27	.	.	PUNCT
cpos-328	268	1	the	the	DET
cpos-328	268	2	idea	idea	NOUN
cpos-328	268	3	is	be	AUX
cpos-328	268	4	that	that	SCONJ
cpos-328	268	5	short	short	ADJ
cpos-328	268	6	distances	distance	NOUN
cpos-328	268	7	to	to	ADP
cpos-328	268	8	cities	city	NOUN
cpos-328	268	9	,	,	PUNCT
cpos-328	268	10	especially	especially	ADV
cpos-328	268	11	if	if	SCONJ
cpos-328	268	12	combined	combine	VERB
cpos-328	268	13	with	with	ADP
cpos-328	268	14	other	other	ADJ
cpos-328	268	15	features	feature	NOUN
cpos-328	268	16	such	such	ADJ
cpos-328	268	17	as	as	ADP
cpos-328	268	18	good	good	ADJ
cpos-328	268	19	public	public	ADJ
cpos-328	268	20	transport	transport	NOUN
cpos-328	268	21	links	link	NOUN
cpos-328	268	22	,	,	PUNCT
cpos-328	268	23	is	be	AUX
cpos-328	268	24	important	important	ADJ
cpos-328	268	25	for	for	ADP
cpos-328	268	26	predicting	predict	VERB
cpos-328	268	27	net	net	ADJ
cpos-328	268	28	migration	migration	NOUN
cpos-328	268	29	(	(	PUNCT
cpos-328	268	30	see	see	VERB
cpos-328	268	31	theory	theory	NOUN
cpos-328	268	32	section	section	NOUN
cpos-328	268	33	)	)	PUNCT
cpos-328	268	34	.	.	PUNCT
cpos-328	269	1	•	•	INTJ
cpos-328	269	2	we	we	PRON
cpos-328	269	3	coded	code	VERB
cpos-328	269	4	whether	whether	SCONJ
cpos-328	269	5	a	a	DET
cpos-328	269	6	municipality	municipality	NOUN
cpos-328	269	7	had	have	VERB
cpos-328	269	8	a	a	DET
cpos-328	269	9	university	university	NOUN
cpos-328	269	10	,	,	PUNCT
cpos-328	269	11	how	how	SCONJ
cpos-328	269	12	many	many	ADJ
cpos-328	269	13	students	student	NOUN
cpos-328	269	14	were	be	AUX
cpos-328	269	15	enrolled	enrol	VERB
cpos-328	269	16	at	at	ADP
cpos-328	269	17	this	this	DET
cpos-328	269	18	university	university	NOUN
cpos-328	269	19	,	,	PUNCT
cpos-328	269	20	as	as	ADV
cpos-328	269	21	well	well	ADV
cpos-328	269	22	as	as	ADP
cpos-328	269	23	the	the	DET
cpos-328	269	24	distance	distance	NOUN
cpos-328	269	25	to	to	ADP
cpos-328	269	26	the	the	DET
cpos-328	269	27	nearest	near	ADJ
cpos-328	269	28	municipality	municipality	NOUN
cpos-328	269	29	with	with	ADP
cpos-328	269	30	a	a	DET
cpos-328	269	31	university	university	NOUN
cpos-328	269	32	.	.	PUNCT
cpos-328	270	1	we	we	PRON
cpos-328	270	2	also	also	ADV
cpos-328	270	3	counted	count	VERB
cpos-328	270	4	the	the	DET
cpos-328	270	5	total	total	ADJ
cpos-328	270	6	number	number	NOUN
cpos-328	270	7	of	of	ADP
cpos-328	270	8	university	university	NOUN
cpos-328	270	9	students	student	NOUN
cpos-328	270	10	enrolled	enrol	VERB
cpos-328	270	11	within	within	ADP
cpos-328	270	12	a	a	DET
cpos-328	270	13	radius	radius	NOUN
cpos-328	270	14	of	of	ADP
cpos-328	270	15	20	20	NUM
cpos-328	270	16	km	km	NOUN
cpos-328	270	17	around	around	ADP
cpos-328	270	18	each	each	DET
cpos-328	270	19	municipality	municipality	NOUN
cpos-328	270	20	.	.	PUNCT
cpos-328	271	1	how	how	SCONJ
cpos-328	271	2	well	well	ADV
cpos-328	271	3	can	can	AUX
cpos-328	271	4	the	the	DET
cpos-328	271	5	migration	migration	NOUN
cpos-328	271	6	component	component	NOUN
cpos-328	271	7	of	of	ADP
cpos-328	271	8	regional	regional	ADJ
cpos-328	271	9	population	population	NOUN
cpos-328	271	10	change	change	NOUN
cpos-328	271	11	be	be	AUX
cpos-328	271	12	predicted	predict	VERB
cpos-328	271	13	?	?	PUNCT
cpos-328	272	1	•	•	NUM
cpos-328	272	2	161	161	NUM
cpos-328	272	3	•	•	NOUN
cpos-328	272	4	a	a	DET
cpos-328	272	5	few	few	ADJ
cpos-328	272	6	indicators	indicator	NOUN
cpos-328	272	7	from	from	ADP
cpos-328	272	8	the	the	DET
cpos-328	272	9	original	original	ADJ
cpos-328	272	10	dataset	dataset	NOUN
cpos-328	272	11	were	be	AUX
cpos-328	272	12	transformed	transform	VERB
cpos-328	272	13	;	;	PUNCT
cpos-328	272	14	e.g.	e.g.	ADV
cpos-328	272	15	we	we	PRON
cpos-328	272	16	calculated	calculate	VERB
cpos-328	272	17	the	the	DET
cpos-328	272	18	change	change	NOUN
cpos-328	272	19	in	in	ADP
cpos-328	272	20	the	the	DET
cpos-328	272	21	share	share	NOUN
cpos-328	272	22	of	of	ADP
cpos-328	272	23	foreigners	foreigner	NOUN
cpos-328	272	24	over	over	ADP
cpos-328	272	25	the	the	DET
cpos-328	272	26	past	past	ADJ
cpos-328	272	27	two	two	NUM
cpos-328	272	28	years	year	NOUN
cpos-328	272	29	.	.	PUNCT
cpos-328	273	1	models	model	NOUN
cpos-328	273	2	of	of	ADP
cpos-328	273	3	municipal	municipal	ADJ
cpos-328	273	4	migration	migration	NOUN
cpos-328	273	5	the	the	DET
cpos-328	273	6	basic	basic	ADJ
cpos-328	273	7	idea	idea	NOUN
cpos-328	273	8	is	be	AUX
cpos-328	273	9	to	to	PART
cpos-328	273	10	train	train	VERB
cpos-328	273	11	models	model	NOUN
cpos-328	273	12	based	base	VERB
cpos-328	273	13	on	on	ADP
cpos-328	273	14	past	past	ADJ
cpos-328	273	15	migration	migration	NOUN
cpos-328	273	16	rates	rate	NOUN
cpos-328	273	17	between	between	ADP
cpos-328	273	18	the	the	DET
cpos-328	273	19	years	year	NOUN
cpos-328	273	20	2005	2005	NUM
cpos-328	273	21	and	and	CCONJ
cpos-328	273	22	2009	2009	NUM
cpos-328	273	23	and	and	CCONJ
cpos-328	273	24	to	to	PART
cpos-328	273	25	use	use	VERB
cpos-328	273	26	them	they	PRON
cpos-328	273	27	to	to	PART
cpos-328	273	28	predict	predict	VERB
cpos-328	273	29	migration	migration	NOUN
cpos-328	273	30	in	in	ADP
cpos-328	273	31	the	the	DET
cpos-328	273	32	period	period	NOUN
cpos-328	273	33	between	between	ADP
cpos-328	273	34	2011	2011	NUM
cpos-328	273	35	and	and	CCONJ
cpos-328	273	36	2015	2015	NUM
cpos-328	273	37	in	in	ADP
cpos-328	273	38	previously	previously	ADV
cpos-328	273	39	unseen	unseen	ADJ
cpos-328	273	40	municipalities	municipality	NOUN
cpos-328	273	41	.	.	PUNCT
cpos-328	274	1	the	the	DET
cpos-328	274	2	dataset	dataset	NOUN
cpos-328	274	3	consisting	consist	VERB
cpos-328	274	4	of	of	ADP
cpos-328	274	5	3,151	3,151	NUM
cpos-328	274	6	municipalities	municipality	NOUN
cpos-328	274	7	in	in	ADP
cpos-328	274	8	germany	germany	PROPN
cpos-328	274	9	is	be	AUX
cpos-328	274	10	divided	divide	VERB
cpos-328	274	11	into	into	ADP
cpos-328	274	12	a	a	DET
cpos-328	274	13	training	training	NOUN
cpos-328	274	14	set	set	NOUN
cpos-328	274	15	(	(	PUNCT
cpos-328	274	16	n	n	NOUN
cpos-328	274	17	=	=	SYM
cpos-328	274	18	2,543	2,543	NUM
cpos-328	274	19	,	,	PUNCT
cpos-328	274	20	i.e.	i.e.	X
cpos-328	274	21	80	80	NUM
cpos-328	274	22	percent	percent	NOUN
cpos-328	274	23	of	of	ADP
cpos-328	274	24	the	the	DET
cpos-328	274	25	data	datum	NOUN
cpos-328	274	26	)	)	PUNCT
cpos-328	274	27	and	and	CCONJ
cpos-328	274	28	a	a	DET
cpos-328	274	29	test	test	NOUN
cpos-328	274	30	set	set	NOUN
cpos-328	274	31	(	(	PUNCT
cpos-328	274	32	n	n	NOUN
cpos-328	274	33	=	=	SYM
cpos-328	274	34	608	608	NUM
cpos-328	274	35	,	,	PUNCT
cpos-328	274	36	i.e.	i.e.	X
cpos-328	274	37	20	20	NUM
cpos-328	274	38	percent	percent	NOUN
cpos-328	274	39	)	)	PUNCT
cpos-328	274	40	via	via	ADP
cpos-328	274	41	a	a	DET
cpos-328	274	42	random	random	ADJ
cpos-328	274	43	split	split	NOUN
cpos-328	274	44	.	.	PUNCT
cpos-328	275	1	figure	figure	NOUN
cpos-328	275	2	7	7	NUM
cpos-328	275	3	depicts	depict	VERB
cpos-328	275	4	this	this	DET
cpos-328	275	5	procedure	procedure	NOUN
cpos-328	275	6	schematically	schematically	NOUN
cpos-328	275	7	.	.	PUNCT
cpos-328	276	1	variables	variable	NOUN
cpos-328	276	2	with	with	ADP
cpos-328	276	3	skewed	skewed	ADJ
cpos-328	276	4	distributions	distribution	NOUN
cpos-328	276	5	are	be	AUX
cpos-328	276	6	log	log	NOUN
cpos-328	276	7	-	-	PUNCT
cpos-328	276	8	transformed	transform	VERB
cpos-328	276	9	and	and	CCONJ
cpos-328	276	10	non	non	ADJ
cpos-328	276	11	-	-	ADJ
cpos-328	276	12	binary	binary	ADJ
cpos-328	276	13	indicators	indicator	NOUN
cpos-328	276	14	are	be	AUX
cpos-328	276	15	z	z	NOUN
cpos-328	276	16	-	-	PUNCT
cpos-328	276	17	normalised	normalise	VERB
cpos-328	276	18	,	,	PUNCT
cpos-328	276	19	resulting	result	VERB
cpos-328	276	20	in	in	ADP
cpos-328	276	21	mean	mean	NOUN
cpos-328	276	22	=	=	SYM
cpos-328	276	23	0	0	NUM
cpos-328	276	24	and	and	CCONJ
cpos-328	276	25	standard	standard	ADJ
cpos-328	276	26	deviation	deviation	NOUN
cpos-328	276	27	=	=	SYM
cpos-328	276	28	1	1	X
cpos-328	276	29	.	.	PUNCT
cpos-328	277	1	this	this	PRON
cpos-328	277	2	facilitates	facilitate	VERB
cpos-328	277	3	fi	fi	NOUN
cpos-328	277	4	nding	nde	VERB
cpos-328	277	5	numerical	numerical	ADJ
cpos-328	277	6	solutions	solution	NOUN
cpos-328	277	7	with	with	ADP
cpos-328	277	8	many	many	ADJ
cpos-328	277	9	machine	machine	NOUN
cpos-328	277	10	learning	learn	VERB
cpos-328	277	11	algorithms	algorithm	NOUN
cpos-328	277	12	.	.	PUNCT
cpos-328	278	1	finally	finally	ADV
cpos-328	278	2	,	,	PUNCT
cpos-328	278	3	an	an	DET
cpos-328	278	4	imputation	imputation	NOUN
cpos-328	278	5	routine	routine	NOUN
cpos-328	278	6	based	base	VERB
cpos-328	278	7	on	on	ADP
cpos-328	278	8	a	a	DET
cpos-328	278	9	k	k	NOUN
cpos-328	278	10	-	-	PUNCT
cpos-328	278	11	nearest	nearest	ADJ
cpos-328	278	12	-	-	PUNCT
cpos-328	278	13	neighbour	neighbour	NOUN
cpos-328	278	14	algorithm	algorithm	NOUN
cpos-328	278	15	is	be	AUX
cpos-328	278	16	applied	apply	VERB
cpos-328	278	17	to	to	ADP
cpos-328	278	18	missing	miss	VERB
cpos-328	278	19	values	value	NOUN
cpos-328	278	20	.	.	PUNCT
cpos-328	279	1	all	all	PRON
cpos-328	279	2	of	of	ADP
cpos-328	279	3	these	these	DET
cpos-328	279	4	preprocessing	preprocessing	NOUN
cpos-328	279	5	steps	step	NOUN
cpos-328	279	6	are	be	AUX
cpos-328	279	7	performed	perform	VERB
cpos-328	279	8	with	with	ADP
cpos-328	279	9	the	the	DET
cpos-328	279	10	preprocess	preprocess	NOUN
cpos-328	279	11	(	(	PUNCT
cpos-328	279	12	)	)	PUNCT
cpos-328	279	13	function	function	NOUN
cpos-328	279	14	included	include	VERB
cpos-328	279	15	in	in	ADP
cpos-328	279	16	r	r	NOUN
cpos-328	279	17	’s	’s	PART
cpos-328	279	18	(	(	PUNCT
cpos-328	279	19	r	r	NOUN
cpos-328	279	20	core	core	NOUN
cpos-328	279	21	team	team	NOUN
cpos-328	279	22	2018	2018	NUM
cpos-328	279	23	)	)	PUNCT
cpos-328	279	24	caret	caret	NOUN
cpos-328	279	25	package	package	NOUN
cpos-328	279	26	(	(	PUNCT
cpos-328	279	27	kuhn	kuhn	PROPN
cpos-328	279	28	2018	2018	NUM
cpos-328	279	29	)	)	PUNCT
cpos-328	279	30	.	.	PUNCT
cpos-328	280	1	importantly	importantly	ADV
cpos-328	280	2	,	,	PUNCT
cpos-328	280	3	these	these	DET
cpos-328	280	4	transformations	transformation	NOUN
cpos-328	280	5	are	be	AUX
cpos-328	280	6	applied	apply	VERB
cpos-328	280	7	to	to	ADP
cpos-328	280	8	the	the	DET
cpos-328	280	9	test	test	NOUN
cpos-328	280	10	data	datum	NOUN
cpos-328	280	11	using	use	VERB
cpos-328	280	12	only	only	ADJ
cpos-328	280	13	information	information	NOUN
cpos-328	280	14	(	(	PUNCT
cpos-328	280	15	such	such	ADJ
cpos-328	280	16	as	as	ADP
cpos-328	280	17	mean	mean	ADJ
cpos-328	280	18	and	and	CCONJ
cpos-328	280	19	standard	standard	ADJ
cpos-328	280	20	deviation	deviation	NOUN
cpos-328	280	21	)	)	PUNCT
cpos-328	280	22	from	from	ADP
cpos-328	280	23	the	the	DET
cpos-328	280	24	training	training	NOUN
cpos-328	280	25	data	datum	NOUN
cpos-328	280	26	.	.	PUNCT
cpos-328	281	1	next	next	ADJ
cpos-328	281	2	,	,	PUNCT
cpos-328	281	3	10	10	NUM
cpos-328	281	4	-	-	ADJ
cpos-328	281	5	fold	fold	ADJ
cpos-328	281	6	cross	cross	NOUN
cpos-328	281	7	validation	validation	NOUN
cpos-328	281	8	is	be	AUX
cpos-328	281	9	performed	perform	VERB
cpos-328	281	10	on	on	ADP
cpos-328	281	11	the	the	DET
cpos-328	281	12	training	training	NOUN
cpos-328	281	13	set	set	NOUN
cpos-328	281	14	.	.	PUNCT
cpos-328	282	1	the	the	DET
cpos-328	282	2	data	datum	NOUN
cpos-328	282	3	are	be	AUX
cpos-328	282	4	divided	divide	VERB
cpos-328	282	5	into	into	ADP
cpos-328	282	6	10	10	NUM
cpos-328	282	7	sets	set	NOUN
cpos-328	282	8	where	where	SCONJ
cpos-328	282	9	nine	nine	NUM
cpos-328	282	10	serve	serve	VERB
cpos-328	282	11	as	as	ADP
cpos-328	282	12	training	training	NOUN
cpos-328	282	13	sets	set	NOUN
cpos-328	282	14	and	and	CCONJ
cpos-328	282	15	the	the	DET
cpos-328	282	16	remaining	remain	VERB
cpos-328	282	17	one	one	NUM
cpos-328	282	18	as	as	ADP
cpos-328	282	19	a	a	DET
cpos-328	282	20	validation	validation	NOUN
cpos-328	282	21	set	set	VERB
cpos-328	282	22	against	against	ADP
cpos-328	282	23	which	which	PRON
cpos-328	282	24	parameters	parameter	NOUN
cpos-328	282	25	are	be	AUX
cpos-328	282	26	tuned	tune	VERB
cpos-328	282	27	.	.	PUNCT
cpos-328	283	1	the	the	DET
cpos-328	283	2	procedure	procedure	NOUN
cpos-328	283	3	is	be	AUX
cpos-328	283	4	repeated	repeat	VERB
cpos-328	283	5	with	with	ADP
cpos-328	283	6	fig	fig	NOUN
cpos-328	283	7	.	.	PUNCT
cpos-328	284	1	7	7	NUM
cpos-328	284	2	:	:	PUNCT
cpos-328	284	3	schematic	schematic	ADJ
cpos-328	284	4	depiction	depiction	NOUN
cpos-328	284	5	of	of	ADP
cpos-328	284	6	the	the	DET
cpos-328	284	7	procedure	procedure	NOUN
cpos-328	284	8	to	to	PART
cpos-328	284	9	partition	partition	VERB
cpos-328	284	10	the	the	DET
cpos-328	284	11	dataset	dataset	NOUN
cpos-328	284	12	and	and	CCONJ
cpos-328	284	13	arrive	arrive	VERB
cpos-328	284	14	at	at	ADP
cpos-328	284	15	out	out	ADV
cpos-328	284	16	-	-	PUNCT
cpos-328	284	17	of	of	ADP
cpos-328	284	18	-	-	PUNCT
cpos-328	284	19	sample	sample	NOUN
cpos-328	284	20	predictions	prediction	NOUN
cpos-328	284	21	original	original	ADJ
cpos-328	284	22	dataset	dataset	NOUN
cpos-328	284	23	training	training	NOUN
cpos-328	284	24	data	datum	NOUN
cpos-328	284	25	random	random	ADJ
cpos-328	284	26	split	split	NOUN
cpos-328	284	27	(	(	PUNCT
cpos-328	284	28	80/20	80/20	NUM
cpos-328	284	29	)	)	PUNCT
cpos-328	284	30	test	test	NOUN
cpos-328	284	31	data	data	PROPN
cpos-328	284	32	cross	cross	PROPN
cpos-328	284	33	validation	validation	PROPN
cpos-328	284	34	(	(	PUNCT
cpos-328	284	35	log	log	NOUN
cpos-328	284	36	-	-	PUNCT
cpos-328	284	37	transformation	transformation	NOUN
cpos-328	284	38	,	,	PUNCT
cpos-328	284	39	z	z	NOUN
cpos-328	284	40	-	-	PUNCT
cpos-328	284	41	standardization	standardization	NOUN
cpos-328	284	42	,	,	PUNCT
cpos-328	284	43	imputation	imputation	NOUN
cpos-328	284	44	…	…	PUNCT
cpos-328	284	45	)	)	PUNCT
cpos-328	284	46	model	model	NOUN
cpos-328	284	47	evaluation	evaluation	NOUN
cpos-328	284	48	:	:	PUNCT
cpos-328	284	49	accuracy	accuracy	NOUN
cpos-328	284	50	?	?	PUNCT
cpos-328	285	1	predictions	prediction	NOUN
cpos-328	285	2	val	val	PROPN
cpos-328	285	3	eva	eva	PROPN
cpos-328	285	4	)	)	PUNCT
cpos-328	285	5	n	n	CCONJ
cpos-328	285	6	(	(	PUNCT
cpos-328	285	7	log	log	VERB
cpos-328	285	8	transf	transf	ADJ
cpos-328	285	9	a	a	DET
cpos-328	285	10	source	source	NOUN
cpos-328	285	11	:	:	PUNCT
cpos-328	285	12	own	own	ADJ
cpos-328	285	13	design	design	NOUN
cpos-328	285	14	•	•	NOUN
cpos-328	285	15	hannes	hannes	PROPN
cpos-328	285	16	weber162	weber162	PROPN
cpos-328	286	1	each	each	PRON
cpos-328	286	2	of	of	ADP
cpos-328	286	3	the	the	DET
cpos-328	286	4	ten	ten	NUM
cpos-328	286	5	sets	set	NOUN
cpos-328	286	6	serving	serve	VERB
cpos-328	286	7	as	as	ADP
cpos-328	286	8	the	the	DET
cpos-328	286	9	validation	validation	NOUN
cpos-328	286	10	set	set	NOUN
cpos-328	286	11	,	,	PUNCT
cpos-328	286	12	with	with	ADP
cpos-328	286	13	the	the	DET
cpos-328	286	14	result	result	NOUN
cpos-328	286	15	that	that	SCONJ
cpos-328	286	16	the	the	DET
cpos-328	286	17	entire	entire	ADJ
cpos-328	286	18	dataset	dataset	NOUN
cpos-328	286	19	was	be	AUX
cpos-328	286	20	used	use	VERB
cpos-328	286	21	for	for	ADP
cpos-328	286	22	both	both	DET
cpos-328	286	23	training	training	NOUN
cpos-328	286	24	and	and	CCONJ
cpos-328	286	25	validation	validation	NOUN
cpos-328	286	26	.	.	PUNCT
cpos-328	287	1	the	the	DET
cpos-328	287	2	model	model	NOUN
cpos-328	287	3	with	with	ADP
cpos-328	287	4	the	the	DET
cpos-328	287	5	best	good	ADJ
cpos-328	287	6	predictive	predictive	ADJ
cpos-328	287	7	performance	performance	NOUN
cpos-328	287	8	on	on	ADP
cpos-328	287	9	the	the	DET
cpos-328	287	10	training	training	NOUN
cpos-328	287	11	set	set	NOUN
cpos-328	287	12	is	be	AUX
cpos-328	287	13	selected	select	VERB
cpos-328	287	14	to	to	PART
cpos-328	287	15	produce	produce	VERB
cpos-328	287	16	predictions	prediction	NOUN
cpos-328	287	17	for	for	ADP
cpos-328	287	18	the	the	DET
cpos-328	287	19	test	test	NOUN
cpos-328	287	20	set	set	VERB
cpos-328	287	21	.	.	PUNCT
cpos-328	288	1	as	as	ADP
cpos-328	288	2	a	a	DET
cpos-328	288	3	predictive	predictive	ADJ
cpos-328	288	4	performance	performance	NOUN
cpos-328	288	5	measure	measure	NOUN
cpos-328	288	6	,	,	PUNCT
cpos-328	288	7	we	we	PRON
cpos-328	288	8	generally	generally	ADV
cpos-328	288	9	select	select	VERB
cpos-328	288	10	r²	r²	NOUN
cpos-328	288	11	since	since	SCONJ
cpos-328	288	12	our	our	PRON
cpos-328	288	13	outcome	outcome	NOUN
cpos-328	288	14	variable	variable	NOUN
cpos-328	288	15	is	be	AUX
cpos-328	288	16	continuous	continuous	ADJ
cpos-328	288	17	and	and	CCONJ
cpos-328	288	18	it	it	PRON
cpos-328	288	19	offers	offer	VERB
cpos-328	288	20	the	the	DET
cpos-328	288	21	most	most	ADV
cpos-328	288	22	intuitive	intuitive	ADJ
cpos-328	288	23	interpretation	interpretation	NOUN
cpos-328	288	24	.	.	PUNCT
cpos-328	289	1	as	as	ADP
cpos-328	289	2	robustness	robustness	NOUN
cpos-328	289	3	tests	test	NOUN
cpos-328	289	4	,	,	PUNCT
cpos-328	289	5	all	all	DET
cpos-328	289	6	predictions	prediction	NOUN
cpos-328	289	7	were	be	AUX
cpos-328	289	8	also	also	ADV
cpos-328	289	9	judged	judge	VERB
cpos-328	289	10	by	by	ADP
cpos-328	289	11	their	their	PRON
cpos-328	289	12	root	root	NOUN
cpos-328	289	13	mean	mean	VERB
cpos-328	289	14	squared	square	VERB
cpos-328	289	15	error	error	NOUN
cpos-328	289	16	(	(	PUNCT
cpos-328	289	17	rmse	rmse	NOUN
cpos-328	289	18	)	)	PUNCT
cpos-328	289	19	,	,	PUNCT
cpos-328	289	20	but	but	CCONJ
cpos-328	289	21	the	the	DET
cpos-328	289	22	overall	overall	ADJ
cpos-328	289	23	interpretation	interpretation	NOUN
cpos-328	289	24	of	of	ADP
cpos-328	289	25	the	the	DET
cpos-328	289	26	results	result	NOUN
cpos-328	289	27	did	do	AUX
cpos-328	289	28	not	not	PART
cpos-328	289	29	change	change	VERB
cpos-328	289	30	.	.	PUNCT
cpos-328	290	1	we	we	PRON
cpos-328	290	2	consider	consider	VERB
cpos-328	290	3	four	four	NUM
cpos-328	290	4	popular	popular	ADJ
cpos-328	290	5	algorithms	algorithm	NOUN
cpos-328	290	6	:	:	PUNCT
cpos-328	290	7	(	(	PUNCT
cpos-328	290	8	1	1	X
cpos-328	290	9	)	)	PUNCT
cpos-328	290	10	linear	linear	ADJ
cpos-328	290	11	regression	regression	NOUN
cpos-328	290	12	as	as	ADP
cpos-328	290	13	the	the	DET
cpos-328	290	14	baseline	baseline	NOUN
cpos-328	290	15	;	;	PUNCT
cpos-328	290	16	(	(	PUNCT
cpos-328	290	17	2	2	X
cpos-328	290	18	)	)	PUNCT
cpos-328	290	19	a	a	DET
cpos-328	290	20	random	random	ADJ
cpos-328	290	21	forest	forest	NOUN
cpos-328	290	22	;	;	PUNCT
cpos-328	290	23	(	(	PUNCT
cpos-328	290	24	3	3	X
cpos-328	290	25	)	)	PUNCT
cpos-328	290	26	an	an	DET
cpos-328	290	27	extreme	extreme	ADJ
cpos-328	290	28	gradient	gradient	NOUN
cpos-328	290	29	boosted	boost	VERB
cpos-328	290	30	tree	tree	NOUN
cpos-328	290	31	;	;	PUNCT
cpos-328	290	32	and	and	CCONJ
cpos-328	290	33	(	(	PUNCT
cpos-328	290	34	4	4	X
cpos-328	290	35	)	)	PUNCT
cpos-328	290	36	a	a	DET
cpos-328	290	37	deep	deep	ADJ
cpos-328	290	38	neural	neural	ADJ
cpos-328	290	39	network	network	NOUN
cpos-328	290	40	.	.	PUNCT
cpos-328	291	1	these	these	PRON
cpos-328	291	2	are	be	AUX
cpos-328	291	3	four	four	NUM
cpos-328	291	4	popular	popular	ADJ
cpos-328	291	5	algorithms	algorithm	NOUN
cpos-328	291	6	in	in	ADP
cpos-328	291	7	applied	apply	VERB
cpos-328	291	8	research	research	NOUN
cpos-328	291	9	,	,	PUNCT
cpos-328	291	10	with	with	ADP
cpos-328	291	11	the	the	DET
cpos-328	291	12	latter	latter	ADJ
cpos-328	291	13	two	two	NUM
cpos-328	291	14	in	in	ADP
cpos-328	291	15	particular	particular	ADJ
cpos-328	291	16	often	often	ADV
cpos-328	291	17	listed	list	VERB
cpos-328	291	18	as	as	ADP
cpos-328	291	19	(	(	PUNCT
cpos-328	291	20	part	part	NOUN
cpos-328	291	21	of	of	ADP
cpos-328	291	22	)	)	PUNCT
cpos-328	291	23	the	the	DET
cpos-328	291	24	winning	win	VERB
cpos-328	291	25	submissions	submission	NOUN
cpos-328	291	26	in	in	ADP
cpos-328	291	27	machine	machine	NOUN
cpos-328	291	28	learning	learning	NOUN
cpos-328	291	29	competitions	competition	NOUN
cpos-328	291	30	(	(	PUNCT
cpos-328	291	31	chollet	chollet	PROPN
cpos-328	291	32	/	/	SYM
cpos-328	291	33	allaire	allaire	PROPN
cpos-328	291	34	2018	2018	NUM
cpos-328	291	35	)	)	PUNCT
cpos-328	291	36	.	.	PUNCT
cpos-328	292	1	there	there	PRON
cpos-328	292	2	are	be	VERB
cpos-328	292	3	,	,	PUNCT
cpos-328	292	4	of	of	ADP
cpos-328	292	5	course	course	NOUN
cpos-328	292	6	,	,	PUNCT
cpos-328	292	7	many	many	ADJ
cpos-328	292	8	other	other	ADJ
cpos-328	292	9	algorithms	algorithm	NOUN
cpos-328	292	10	that	that	PRON
cpos-328	292	11	are	be	AUX
cpos-328	292	12	frequently	frequently	ADV
cpos-328	292	13	applied	apply	VERB
cpos-328	292	14	to	to	ADP
cpos-328	292	15	regression	regression	VERB
cpos-328	292	16	problems	problem	NOUN
cpos-328	292	17	,	,	PUNCT
cpos-328	292	18	but	but	CCONJ
cpos-328	292	19	for	for	ADP
cpos-328	292	20	the	the	DET
cpos-328	292	21	sake	sake	NOUN
cpos-328	292	22	of	of	ADP
cpos-328	292	23	simplicity	simplicity	NOUN
cpos-328	292	24	we	we	PRON
cpos-328	292	25	confi	confi	VERB
cpos-328	292	26	ne	ne	ADP
cpos-328	292	27	the	the	DET
cpos-328	292	28	analysis	analysis	NOUN
cpos-328	292	29	to	to	ADP
cpos-328	292	30	these	these	DET
cpos-328	292	31	four	four	NUM
cpos-328	292	32	methods	method	NOUN
cpos-328	292	33	.	.	PUNCT
cpos-328	293	1	tree	tree	NOUN
cpos-328	293	2	-	-	PUNCT
cpos-328	293	3	based	base	VERB
cpos-328	293	4	methods	method	NOUN
cpos-328	293	5	are	be	AUX
cpos-328	293	6	more	more	ADV
cpos-328	293	7	fl	fl	ADV
cpos-328	293	8	exible	exible	ADJ
cpos-328	293	9	compared	compare	VERB
cpos-328	293	10	with	with	ADP
cpos-328	293	11	regression	regression	NOUN
cpos-328	293	12	models	model	NOUN
cpos-328	293	13	in	in	ADP
cpos-328	293	14	terms	term	NOUN
cpos-328	293	15	of	of	ADP
cpos-328	293	16	handling	handle	VERB
cpos-328	293	17	non	non	ADJ
cpos-328	293	18	-	-	ADJ
cpos-328	293	19	linear	linear	ADJ
cpos-328	293	20	relationships	relationship	NOUN
cpos-328	293	21	and	and	CCONJ
cpos-328	293	22	interactions	interaction	NOUN
cpos-328	293	23	.	.	PUNCT
cpos-328	294	1	in	in	ADP
cpos-328	294	2	the	the	DET
cpos-328	294	3	case	case	NOUN
cpos-328	294	4	of	of	ADP
cpos-328	294	5	multi	multi	NOUN
cpos-328	294	6	-	-	NOUN
cpos-328	294	7	collinearity	collinearity	NOUN
cpos-328	294	8	,	,	PUNCT
cpos-328	294	9	however	however	ADV
cpos-328	294	10	,	,	PUNCT
cpos-328	294	11	the	the	DET
cpos-328	294	12	result	result	NOUN
cpos-328	294	13	of	of	ADP
cpos-328	294	14	a	a	DET
cpos-328	294	15	tree	tree	NOUN
cpos-328	294	16	-	-	PUNCT
cpos-328	294	17	based	base	VERB
cpos-328	294	18	algorithm	algorithm	NOUN
cpos-328	294	19	is	be	AUX
cpos-328	294	20	likely	likely	ADJ
cpos-328	294	21	to	to	PART
cpos-328	294	22	be	be	AUX
cpos-328	294	23	unstable	unstable	ADJ
cpos-328	294	24	since	since	SCONJ
cpos-328	294	25	many	many	ADJ
cpos-328	294	26	of	of	ADP
cpos-328	294	27	the	the	DET
cpos-328	294	28	variables	variable	NOUN
cpos-328	294	29	could	could	AUX
cpos-328	294	30	have	have	AUX
cpos-328	294	31	served	serve	VERB
cpos-328	294	32	as	as	ADP
cpos-328	294	33	substitutes	substitute	NOUN
cpos-328	294	34	for	for	ADP
cpos-328	294	35	others	other	NOUN
cpos-328	294	36	.	.	PUNCT
cpos-328	295	1	random	random	ADJ
cpos-328	295	2	subspace	subspace	NOUN
cpos-328	295	3	methods	method	NOUN
cpos-328	295	4	used	use	VERB
cpos-328	295	5	in	in	ADP
cpos-328	295	6	random	random	ADJ
cpos-328	295	7	forests	forest	NOUN
cpos-328	295	8	or	or	CCONJ
cpos-328	295	9	gradient	gradient	NOUN
cpos-328	295	10	-	-	PUNCT
cpos-328	295	11	boosted	boost	VERB
cpos-328	295	12	trees	tree	NOUN
cpos-328	295	13	can	can	AUX
cpos-328	295	14	improve	improve	VERB
cpos-328	295	15	this	this	DET
cpos-328	295	16	issue	issue	NOUN
cpos-328	295	17	.	.	PUNCT
cpos-328	296	1	instead	instead	ADV
cpos-328	296	2	of	of	ADP
cpos-328	296	3	one	one	NUM
cpos-328	296	4	tree	tree	NOUN
cpos-328	296	5	,	,	PUNCT
cpos-328	296	6	many	many	ADJ
cpos-328	296	7	trees	tree	NOUN
cpos-328	296	8	are	be	AUX
cpos-328	296	9	grown	grow	VERB
cpos-328	296	10	using	use	VERB
cpos-328	296	11	only	only	ADV
cpos-328	296	12	a	a	DET
cpos-328	296	13	random	random	ADJ
cpos-328	296	14	subsample	subsample	NOUN
cpos-328	296	15	of	of	ADP
cpos-328	296	16	all	all	DET
cpos-328	296	17	features	feature	NOUN
cpos-328	296	18	(	(	PUNCT
cpos-328	296	19	variables	variable	NOUN
cpos-328	296	20	)	)	PUNCT
cpos-328	296	21	as	as	ADV
cpos-328	296	22	well	well	ADV
cpos-328	296	23	as	as	ADP
cpos-328	296	24	observations	observation	NOUN
cpos-328	296	25	.	.	PUNCT
cpos-328	297	1	the	the	DET
cpos-328	297	2	fi	fi	NOUN
cpos-328	297	3	nal	nal	ADJ
cpos-328	297	4	prediction	prediction	NOUN
cpos-328	297	5	comes	come	VERB
cpos-328	297	6	from	from	ADP
cpos-328	297	7	an	an	DET
cpos-328	297	8	ensemble	ensemble	NOUN
cpos-328	297	9	of	of	ADP
cpos-328	297	10	all	all	DET
cpos-328	297	11	trees	tree	NOUN
cpos-328	297	12	where	where	SCONJ
cpos-328	297	13	each	each	DET
cpos-328	297	14	tree	tree	NOUN
cpos-328	297	15	votes	vote	NOUN
cpos-328	297	16	which	which	DET
cpos-328	297	17	value	value	NOUN
cpos-328	297	18	to	to	PART
cpos-328	297	19	assign	assign	VERB
cpos-328	297	20	to	to	ADP
cpos-328	297	21	a	a	DET
cpos-328	297	22	given	give	VERB
cpos-328	297	23	observation	observation	NOUN
cpos-328	297	24	.	.	PUNCT
cpos-328	298	1	peculiarities	peculiarity	NOUN
cpos-328	298	2	of	of	ADP
cpos-328	298	3	the	the	DET
cpos-328	298	4	training	training	NOUN
cpos-328	298	5	dataset	dataset	NOUN
cpos-328	298	6	such	such	ADJ
cpos-328	298	7	as	as	ADP
cpos-328	298	8	outliers	outlier	NOUN
cpos-328	298	9	will	will	AUX
cpos-328	298	10	have	have	VERB
cpos-328	298	11	less	less	ADJ
cpos-328	298	12	of	of	ADP
cpos-328	298	13	an	an	DET
cpos-328	298	14	impact	impact	NOUN
cpos-328	298	15	on	on	ADP
cpos-328	298	16	the	the	DET
cpos-328	298	17	fi	fi	NOUN
cpos-328	298	18	nal	nal	ADJ
cpos-328	298	19	model	model	NOUN
cpos-328	298	20	used	use	VERB
cpos-328	298	21	for	for	ADP
cpos-328	298	22	predictions	prediction	NOUN
cpos-328	298	23	.	.	PUNCT
cpos-328	299	1	gradient	gradient	ADJ
cpos-328	299	2	boosting	boost	VERB
cpos-328	299	3	machines	machine	NOUN
cpos-328	299	4	are	be	AUX
cpos-328	299	5	also	also	ADV
cpos-328	299	6	ensemble	ensemble	ADJ
cpos-328	299	7	methods	method	NOUN
cpos-328	299	8	(	(	PUNCT
cpos-328	299	9	of	of	ADP
cpos-328	299	10	trees	tree	NOUN
cpos-328	299	11	,	,	PUNCT
cpos-328	299	12	in	in	ADP
cpos-328	299	13	this	this	DET
cpos-328	299	14	case	case	NOUN
cpos-328	299	15	)	)	PUNCT
cpos-328	299	16	,	,	PUNCT
cpos-328	299	17	but	but	CCONJ
cpos-328	299	18	progress	progress	VERB
cpos-328	299	19	sequentially	sequentially	ADV
cpos-328	299	20	.	.	PUNCT
cpos-328	300	1	after	after	SCONJ
cpos-328	300	2	a	a	DET
cpos-328	300	3	tree	tree	NOUN
cpos-328	300	4	is	be	AUX
cpos-328	300	5	built	build	VERB
cpos-328	300	6	,	,	PUNCT
cpos-328	300	7	greater	great	ADJ
cpos-328	300	8	weights	weight	NOUN
cpos-328	300	9	are	be	AUX
cpos-328	300	10	assigned	assign	VERB
cpos-328	300	11	to	to	ADP
cpos-328	300	12	badly	badly	ADV
cpos-328	300	13	predicted	predict	VERB
cpos-328	300	14	cases	case	NOUN
cpos-328	300	15	and	and	CCONJ
cpos-328	300	16	the	the	DET
cpos-328	300	17	next	next	ADJ
cpos-328	300	18	tree	tree	NOUN
cpos-328	300	19	tries	try	VERB
cpos-328	300	20	to	to	PART
cpos-328	300	21	optimise	optimise	VERB
cpos-328	300	22	these	these	DET
cpos-328	300	23	cases	case	NOUN
cpos-328	300	24	.	.	PUNCT
cpos-328	301	1	ensemble	ensemble	ADJ
cpos-328	301	2	methods	method	NOUN
cpos-328	301	3	usually	usually	ADV
cpos-328	301	4	outperform	outperform	VERB
cpos-328	301	5	single	single	ADJ
cpos-328	301	6	learners	learner	NOUN
cpos-328	301	7	(	(	PUNCT
cpos-328	301	8	such	such	ADJ
cpos-328	301	9	as	as	ADP
cpos-328	301	10	a	a	DET
cpos-328	301	11	decision	decision	NOUN
cpos-328	301	12	tree	tree	NOUN
cpos-328	301	13	or	or	CCONJ
cpos-328	301	14	a	a	DET
cpos-328	301	15	linear	linear	ADJ
cpos-328	301	16	regression	regression	NOUN
cpos-328	301	17	)	)	PUNCT
cpos-328	301	18	;	;	PUNCT
cpos-328	301	19	on	on	ADP
cpos-328	301	20	the	the	DET
cpos-328	301	21	other	other	ADJ
cpos-328	301	22	hand	hand	NOUN
cpos-328	301	23	,	,	PUNCT
cpos-328	301	24	they	they	PRON
cpos-328	301	25	can	can	AUX
cpos-328	301	26	not	not	PART
cpos-328	301	27	easily	easily	ADV
cpos-328	301	28	be	be	AUX
cpos-328	301	29	interpreted	interpret	VERB
cpos-328	301	30	by	by	ADP
cpos-328	301	31	humans	human	NOUN
cpos-328	301	32	(	(	PUNCT
cpos-328	301	33	e.g.	e.g.	ADV
cpos-328	301	34	zhou	zhou	PROPN
cpos-328	301	35	2012	2012	NUM
cpos-328	301	36	)	)	PUNCT
cpos-328	301	37	.	.	PUNCT
cpos-328	302	1	for	for	ADP
cpos-328	302	2	random	random	ADJ
cpos-328	302	3	forests	forest	NOUN
cpos-328	302	4	and	and	CCONJ
cpos-328	302	5	(	(	PUNCT
cpos-328	302	6	extreme	extreme	ADJ
cpos-328	302	7	)	)	PUNCT
cpos-328	302	8	gradient	gradient	NOUN
cpos-328	302	9	boosted	boost	VERB
cpos-328	302	10	trees	tree	NOUN
cpos-328	302	11	,	,	PUNCT
cpos-328	302	12	we	we	PRON
cpos-328	302	13	use	use	VERB
cpos-328	302	14	caret	caret	PROPN
cpos-328	302	15	’s	’s	PART
cpos-328	302	16	wrapper	wrapper	NOUN
cpos-328	302	17	function	function	NOUN
cpos-328	302	18	train	train	NOUN
cpos-328	302	19	(	(	PUNCT
cpos-328	302	20	)	)	PUNCT
cpos-328	302	21	which	which	PRON
cpos-328	302	22	calls	call	VERB
cpos-328	302	23	algorithms	algorithm	NOUN
cpos-328	302	24	from	from	ADP
cpos-328	302	25	the	the	DET
cpos-328	302	26	randomforest	randomfor	ADJ
cpos-328	302	27	and	and	CCONJ
cpos-328	302	28	xgboost	xgboost	ADV
cpos-328	302	29	packages	package	NOUN
cpos-328	302	30	(	(	PUNCT
cpos-328	302	31	liaw	liaw	NOUN
cpos-328	302	32	/	/	SYM
cpos-328	302	33	wiener	wiener	NOUN
cpos-328	302	34	2002	2002	NUM
cpos-328	302	35	;	;	PUNCT
cpos-328	302	36	chen	chen	PROPN
cpos-328	302	37	et	et	PROPN
cpos-328	302	38	al	al	PROPN
cpos-328	302	39	.	.	PROPN
cpos-328	302	40	2019	2019	NUM
cpos-328	302	41	)	)	PUNCT
cpos-328	302	42	.	.	PUNCT
cpos-328	303	1	the	the	DET
cpos-328	303	2	model	model	NOUN
cpos-328	303	3	-	-	PUNCT
cpos-328	303	4	building	build	VERB
cpos-328	303	5	pipeline	pipeline	NOUN
cpos-328	303	6	is	be	AUX
cpos-328	303	7	set	set	VERB
cpos-328	303	8	up	up	ADP
cpos-328	303	9	to	to	PART
cpos-328	303	10	tune	tune	VERB
cpos-328	303	11	the	the	DET
cpos-328	303	12	hyperparameter	hyperparameter	NOUN
cpos-328	303	13	mtry	mtry	NOUN
cpos-328	303	14	,	,	PUNCT
cpos-328	303	15	i.e.	i.e.	X
cpos-328	303	16	the	the	DET
cpos-328	303	17	number	number	NOUN
cpos-328	303	18	of	of	ADP
cpos-328	303	19	variables	variable	NOUN
cpos-328	303	20	sampled	sample	VERB
cpos-328	303	21	as	as	ADP
cpos-328	303	22	potential	potential	ADJ
cpos-328	303	23	candidates	candidate	NOUN
cpos-328	303	24	at	at	ADP
cpos-328	303	25	each	each	DET
cpos-328	303	26	tree	tree	NOUN
cpos-328	303	27	node	node	NOUN
cpos-328	303	28	split	split	NOUN
cpos-328	303	29	.	.	PUNCT
cpos-328	304	1	a	a	DET
cpos-328	304	2	few	few	ADJ
cpos-328	304	3	outliers	outlier	NOUN
cpos-328	304	4	with	with	ADP
cpos-328	304	5	z	z	NOUN
cpos-328	304	6	-	-	PUNCT
cpos-328	304	7	scores	score	NOUN
cpos-328	304	8	greater	great	ADJ
cpos-328	304	9	than	than	ADP
cpos-328	304	10	4	4	NUM
cpos-328	304	11	on	on	ADP
cpos-328	304	12	the	the	DET
cpos-328	304	13	dependent	dependent	ADJ
cpos-328	304	14	variables	variable	NOUN
cpos-328	304	15	were	be	AUX
cpos-328	304	16	dropped	drop	VERB
cpos-328	304	17	since	since	SCONJ
cpos-328	304	18	it	it	PRON
cpos-328	304	19	is	be	AUX
cpos-328	304	20	likely	likely	ADJ
cpos-328	304	21	that	that	SCONJ
cpos-328	304	22	these	these	PRON
cpos-328	304	23	represented	represent	VERB
cpos-328	304	24	either	either	CCONJ
cpos-328	304	25	measurement	measurement	NOUN
cpos-328	304	26	errors	error	NOUN
cpos-328	304	27	or	or	CCONJ
cpos-328	304	28	extremely	extremely	ADV
cpos-328	304	29	unusual	unusual	ADJ
cpos-328	304	30	changes	change	NOUN
cpos-328	304	31	,	,	PUNCT
cpos-328	304	32	such	such	ADJ
cpos-328	304	33	as	as	ADP
cpos-328	304	34	the	the	DET
cpos-328	304	35	installation	installation	NOUN
cpos-328	304	36	of	of	ADP
cpos-328	304	37	a	a	DET
cpos-328	304	38	state	state	NOUN
cpos-328	304	39	-	-	PUNCT
cpos-328	304	40	wide	wide	ADJ
cpos-328	304	41	reception	reception	NOUN
cpos-328	304	42	centre	centre	NOUN
cpos-328	304	43	for	for	ADP
cpos-328	304	44	refugees	refugee	NOUN
cpos-328	304	45	in	in	ADP
cpos-328	304	46	a	a	DET
cpos-328	304	47	small	small	ADJ
cpos-328	304	48	municipality	municipality	NOUN
cpos-328	304	49	.	.	PUNCT
cpos-328	305	1	to	to	PART
cpos-328	305	2	build	build	VERB
cpos-328	305	3	neural	neural	ADJ
cpos-328	305	4	networks	network	NOUN
cpos-328	305	5	,	,	PUNCT
cpos-328	305	6	we	we	PRON
cpos-328	305	7	use	use	VERB
cpos-328	305	8	the	the	DET
cpos-328	305	9	keras	keras	PROPN
cpos-328	305	10	package	package	NOUN
cpos-328	305	11	for	for	ADP
cpos-328	305	12	r	r	NOUN
cpos-328	305	13	with	with	ADP
cpos-328	305	14	a	a	DET
cpos-328	305	15	tensorflow	tensorflow	NOUN
cpos-328	305	16	backend	backend	NOUN
cpos-328	305	17	(	(	PUNCT
cpos-328	305	18	allaire	allaire	PROPN
cpos-328	305	19	/	/	SYM
cpos-328	305	20	chollet	chollet	PROPN
cpos-328	305	21	2018	2018	NUM
cpos-328	305	22	)	)	PUNCT
cpos-328	305	23	.	.	PUNCT
cpos-328	306	1	deep	deep	ADJ
cpos-328	306	2	neural	neural	ADJ
cpos-328	306	3	networks	network	NOUN
cpos-328	306	4	are	be	AUX
cpos-328	306	5	non	non	ADJ
cpos-328	306	6	-	-	ADJ
cpos-328	306	7	linear	linear	ADJ
cpos-328	306	8	regression	regression	NOUN
cpos-328	306	9	models	model	NOUN
cpos-328	306	10	with	with	ADP
cpos-328	306	11	stacks	stack	NOUN
cpos-328	306	12	of	of	ADP
cpos-328	306	13	unobserved	unobserved	ADJ
cpos-328	306	14	variables	variable	NOUN
cpos-328	306	15	(	(	PUNCT
cpos-328	306	16	hidden	hidden	ADJ
cpos-328	306	17	layers	layer	NOUN
cpos-328	306	18	)	)	PUNCT
cpos-328	306	19	.	.	PUNCT
cpos-328	307	1	the	the	DET
cpos-328	307	2	units	unit	NOUN
cpos-328	307	3	in	in	ADP
cpos-328	307	4	the	the	DET
cpos-328	307	5	hidden	hidden	ADJ
cpos-328	307	6	layers	layer	NOUN
cpos-328	307	7	are	be	AUX
cpos-328	307	8	a	a	DET
cpos-328	307	9	linear	linear	ADJ
cpos-328	307	10	combination	combination	NOUN
cpos-328	307	11	of	of	ADP
cpos-328	307	12	the	the	DET
cpos-328	307	13	input	input	NOUN
cpos-328	307	14	variables	variable	NOUN
cpos-328	307	15	,	,	PUNCT
cpos-328	307	16	transformed	transform	VERB
cpos-328	307	17	by	by	ADP
cpos-328	307	18	a	a	DET
cpos-328	307	19	non	non	ADJ
cpos-328	307	20	-	-	ADJ
cpos-328	307	21	linear	linear	ADJ
cpos-328	307	22	activation	activation	NOUN
cpos-328	307	23	function	function	NOUN
cpos-328	307	24	.	.	PUNCT
cpos-328	308	1	we	we	PRON
cpos-328	308	2	specify	specify	VERB
cpos-328	308	3	a	a	DET
cpos-328	308	4	convolutional	convolutional	ADJ
cpos-328	308	5	neural	neural	ADJ
cpos-328	308	6	network	network	NOUN
cpos-328	308	7	with	with	ADP
cpos-328	308	8	two	two	NUM
cpos-328	308	9	hidden	hidden	ADJ
cpos-328	308	10	layers	layer	NOUN
cpos-328	308	11	with	with	ADP
cpos-328	308	12	varying	vary	VERB
cpos-328	308	13	numbers	number	NOUN
cpos-328	308	14	of	of	ADP
cpos-328	308	15	units	unit	NOUN
cpos-328	308	16	and	and	CCONJ
cpos-328	308	17	dropout	dropout	NOUN
cpos-328	308	18	layers	layer	NOUN
cpos-328	308	19	with	with	ADP
cpos-328	308	20	different	different	ADJ
cpos-328	308	21	weights	weight	NOUN
cpos-328	308	22	for	for	ADP
cpos-328	308	23	hyperparameter	hyperparameter	NOUN
cpos-328	308	24	tuning	tuning	NOUN
cpos-328	308	25	.	.	PUNCT
cpos-328	309	1	deep	deep	ADJ
cpos-328	309	2	neural	neural	ADJ
cpos-328	309	3	networks	network	NOUN
cpos-328	309	4	have	have	AUX
cpos-328	309	5	become	become	VERB
cpos-328	309	6	widely	widely	ADV
cpos-328	309	7	used	use	VERB
cpos-328	309	8	in	in	ADP
cpos-328	309	9	recent	recent	ADJ
cpos-328	309	10	years	year	NOUN
cpos-328	309	11	due	due	ADP
cpos-328	309	12	to	to	ADP
cpos-328	309	13	their	their	PRON
cpos-328	309	14	ability	ability	NOUN
cpos-328	309	15	to	to	PART
cpos-328	309	16	learn	learn	VERB
cpos-328	309	17	any	any	DET
cpos-328	309	18	kind	kind	NOUN
cpos-328	309	19	of	of	ADP
cpos-328	309	20	function	function	NOUN
cpos-328	309	21	,	,	PUNCT
cpos-328	309	22	almost	almost	ADV
cpos-328	309	23	supplanting	supplant	VERB
cpos-328	309	24	the	the	DET
cpos-328	309	25	need	need	NOUN
cpos-328	309	26	for	for	ADP
cpos-328	309	27	feature	feature	NOUN
cpos-328	309	28	engineering	engineering	NOUN
cpos-328	309	29	(	(	PUNCT
cpos-328	309	30	chollet	chollet	PROPN
cpos-328	309	31	/	/	SYM
cpos-328	309	32	allaire	allaire	PROPN
cpos-328	309	33	2018	2018	NUM
cpos-328	309	34	)	)	PUNCT
cpos-328	309	35	.	.	PUNCT
cpos-328	310	1	the	the	DET
cpos-328	310	2	fact	fact	NOUN
cpos-328	310	3	that	that	SCONJ
cpos-328	310	4	functional	functional	ADJ
cpos-328	310	5	forms	form	NOUN
cpos-328	310	6	,	,	PUNCT
cpos-328	310	7	feature	feature	VERB
cpos-328	310	8	how	how	SCONJ
cpos-328	310	9	well	well	ADV
cpos-328	310	10	can	can	AUX
cpos-328	310	11	the	the	DET
cpos-328	310	12	migration	migration	NOUN
cpos-328	310	13	component	component	NOUN
cpos-328	310	14	of	of	ADP
cpos-328	310	15	regional	regional	ADJ
cpos-328	310	16	population	population	NOUN
cpos-328	310	17	change	change	NOUN
cpos-328	310	18	be	be	AUX
cpos-328	310	19	predicted	predict	VERB
cpos-328	310	20	?	?	PUNCT
cpos-328	311	1	•	•	NUM
cpos-328	311	2	163	163	NUM
cpos-328	311	3	importance	importance	NOUN
cpos-328	311	4	,	,	PUNCT
cpos-328	311	5	and	and	CCONJ
cpos-328	311	6	interactions	interaction	NOUN
cpos-328	311	7	between	between	ADP
cpos-328	311	8	variables	variable	NOUN
cpos-328	311	9	remain	remain	VERB
cpos-328	311	10	inside	inside	ADP
cpos-328	311	11	the	the	DET
cpos-328	311	12	black	black	ADJ
cpos-328	311	13	box	box	NOUN
cpos-328	311	14	is	be	AUX
cpos-328	311	15	unproblematic	unproblematic	ADJ
cpos-328	311	16	for	for	ADP
cpos-328	311	17	many	many	ADJ
cpos-328	311	18	applications	application	NOUN
cpos-328	311	19	such	such	ADJ
cpos-328	311	20	as	as	ADP
cpos-328	311	21	natural	natural	ADJ
cpos-328	311	22	language	language	NOUN
cpos-328	311	23	processing	processing	NOUN
cpos-328	311	24	or	or	CCONJ
cpos-328	311	25	image	image	NOUN
cpos-328	311	26	recognition	recognition	NOUN
cpos-328	311	27	.	.	PUNCT
cpos-328	312	1	in	in	ADP
cpos-328	312	2	our	our	PRON
cpos-328	312	3	application	application	NOUN
cpos-328	312	4	,	,	PUNCT
cpos-328	312	5	it	it	PRON
cpos-328	312	6	might	might	AUX
cpos-328	312	7	be	be	AUX
cpos-328	312	8	tempting	tempting	ADJ
cpos-328	312	9	to	to	PART
cpos-328	312	10	seek	seek	VERB
cpos-328	312	11	out	out	ADP
cpos-328	312	12	mechanistic	mechanistic	ADJ
cpos-328	312	13	explanations	explanation	NOUN
cpos-328	312	14	–	–	PUNCT
cpos-328	312	15	why	why	SCONJ
cpos-328	312	16	is	be	AUX
cpos-328	312	17	this	this	PRON
cpos-328	312	18	happening	happen	VERB
cpos-328	312	19	and	and	CCONJ
cpos-328	312	20	what	what	PRON
cpos-328	312	21	can	can	AUX
cpos-328	312	22	we	we	PRON
cpos-328	312	23	do	do	VERB
cpos-328	312	24	against	against	ADP
cpos-328	312	25	it	it	PRON
cpos-328	312	26	–	–	PUNCT
cpos-328	312	27	but	but	CCONJ
cpos-328	312	28	this	this	PRON
cpos-328	312	29	is	be	AUX
cpos-328	312	30	not	not	PART
cpos-328	312	31	what	what	PRON
cpos-328	312	32	the	the	DET
cpos-328	312	33	method	method	NOUN
cpos-328	312	34	can	can	AUX
cpos-328	312	35	provide	provide	VERB
cpos-328	312	36	.	.	PUNCT
cpos-328	313	1	5	5	NUM
cpos-328	313	2	results	result	NOUN
cpos-328	313	3	figure	figure	VERB
cpos-328	313	4	8	8	NUM
cpos-328	313	5	shows	show	VERB
cpos-328	313	6	the	the	DET
cpos-328	313	7	predictive	predictive	ADJ
cpos-328	313	8	performance	performance	NOUN
cpos-328	313	9	of	of	ADP
cpos-328	313	10	four	four	NUM
cpos-328	313	11	different	different	ADJ
cpos-328	313	12	algorithms	algorithm	NOUN
cpos-328	313	13	.	.	PUNCT
cpos-328	314	1	the	the	DET
cpos-328	314	2	models	model	NOUN
cpos-328	314	3	are	be	AUX
cpos-328	314	4	trained	train	VERB
cpos-328	314	5	on	on	ADP
cpos-328	314	6	migration	migration	NOUN
cpos-328	314	7	data	datum	NOUN
cpos-328	314	8	between	between	ADP
cpos-328	314	9	2005	2005	NUM
cpos-328	314	10	and	and	CCONJ
cpos-328	314	11	2009	2009	NUM
cpos-328	314	12	and	and	CCONJ
cpos-328	314	13	predict	predict	VERB
cpos-328	314	14	migration	migration	NOUN
cpos-328	314	15	rates	rate	NOUN
cpos-328	314	16	in	in	ADP
cpos-328	314	17	the	the	DET
cpos-328	314	18	period	period	NOUN
cpos-328	314	19	between	between	ADP
cpos-328	314	20	2011	2011	NUM
cpos-328	314	21	and	and	CCONJ
cpos-328	314	22	2015	2015	NUM
cpos-328	314	23	in	in	ADP
cpos-328	314	24	608	608	NUM
cpos-328	314	25	previously	previously	ADV
cpos-328	314	26	unseen	unseen	ADJ
cpos-328	314	27	municipalities	municipality	NOUN
cpos-328	314	28	.	.	PUNCT
cpos-328	315	1	the	the	DET
cpos-328	315	2	results	result	NOUN
cpos-328	315	3	show	show	VERB
cpos-328	315	4	that	that	SCONJ
cpos-328	315	5	migration	migration	NOUN
cpos-328	315	6	rates	rate	NOUN
cpos-328	315	7	among	among	ADP
cpos-328	315	8	young	young	ADJ
cpos-328	315	9	people	people	NOUN
cpos-328	315	10	(	(	PUNCT
cpos-328	315	11	18	18	NUM
cpos-328	315	12	to	to	PART
cpos-328	315	13	24	24	NUM
cpos-328	315	14	years	year	NOUN
cpos-328	315	15	)	)	PUNCT
cpos-328	315	16	can	can	AUX
cpos-328	315	17	generally	generally	ADV
cpos-328	315	18	be	be	AUX
cpos-328	315	19	predicted	predict	VERB
cpos-328	315	20	quite	quite	ADV
cpos-328	315	21	well	well	ADV
cpos-328	315	22	(	(	PUNCT
cpos-328	315	23	left	left	ADJ
cpos-328	315	24	-	-	PUNCT
cpos-328	315	25	hand	hand	NOUN
cpos-328	315	26	panel	panel	NOUN
cpos-328	315	27	in	in	ADP
cpos-328	315	28	fig	fig	NOUN
cpos-328	315	29	.	.	PUNCT
cpos-328	316	1	8)	8)	NUM
cpos-328	316	2	.	.	PUNCT
cpos-328	317	1	the	the	DET
cpos-328	317	2	best	well	ADV
cpos-328	317	3	performing	perform	VERB
cpos-328	317	4	model	model	NOUN
cpos-328	317	5	(	(	PUNCT
cpos-328	317	6	gradient	gradient	NOUN
cpos-328	317	7	boosted	boost	VERB
cpos-328	317	8	tree	tree	NOUN
cpos-328	317	9	)	)	PUNCT
cpos-328	317	10	achieves	achieve	VERB
cpos-328	317	11	r²	r²	NOUN
cpos-328	317	12	values	value	NOUN
cpos-328	317	13	of	of	ADP
cpos-328	317	14	more	more	ADJ
cpos-328	317	15	than	than	ADP
cpos-328	317	16	50	50	NUM
cpos-328	317	17	percent	percent	NOUN
cpos-328	317	18	,	,	PUNCT
cpos-328	317	19	equivalent	equivalent	ADJ
cpos-328	317	20	to	to	ADP
cpos-328	317	21	correlations	correlation	NOUN
cpos-328	317	22	of	of	ADP
cpos-328	317	23	r	r	NOUN
cpos-328	317	24	>	>	X
cpos-328	317	25	0.7	0.7	NUM
cpos-328	317	26	between	between	ADP
cpos-328	317	27	the	the	DET
cpos-328	317	28	predictions	prediction	NOUN
cpos-328	317	29	and	and	CCONJ
cpos-328	317	30	the	the	DET
cpos-328	317	31	actual	actual	ADJ
cpos-328	317	32	observed	observed	ADJ
cpos-328	317	33	values	value	NOUN
cpos-328	317	34	.	.	PUNCT
cpos-328	318	1	the	the	DET
cpos-328	318	2	variation	variation	NOUN
cpos-328	318	3	around	around	ADP
cpos-328	318	4	the	the	DET
cpos-328	318	5	average	average	ADJ
cpos-328	318	6	predictive	predictive	ADJ
cpos-328	318	7	performance	performance	NOUN
cpos-328	318	8	(	(	PUNCT
cpos-328	318	9	marked	mark	VERB
cpos-328	318	10	with	with	ADP
cpos-328	318	11	a	a	DET
cpos-328	318	12	dot	dot	NOUN
cpos-328	318	13	)	)	PUNCT
cpos-328	318	14	comes	come	VERB
cpos-328	318	15	from	from	ADP
cpos-328	318	16	different	different	ADJ
cpos-328	318	17	combinations	combination	NOUN
cpos-328	318	18	of	of	ADP
cpos-328	318	19	hyperparameters	hyperparameter	NOUN
cpos-328	318	20	for	for	ADP
cpos-328	318	21	the	the	DET
cpos-328	318	22	models	model	NOUN
cpos-328	318	23	other	other	ADJ
cpos-328	318	24	than	than	ADP
cpos-328	318	25	linear	linear	ADJ
cpos-328	318	26	regression	regression	NOUN
cpos-328	318	27	.	.	PUNCT
cpos-328	319	1	the	the	DET
cpos-328	319	2	well	well	ADV
cpos-328	319	3	-	-	PUNCT
cpos-328	319	4	known	know	VERB
cpos-328	319	5	bias	bias	NOUN
cpos-328	319	6	-	-	PUNCT
cpos-328	319	7	variance	variance	NOUN
cpos-328	319	8	tradeoff	tradeoff	NOUN
cpos-328	319	9	becomes	become	VERB
cpos-328	319	10	apparent	apparent	ADJ
cpos-328	319	11	,	,	PUNCT
cpos-328	319	12	with	with	ADP
cpos-328	319	13	linear	linear	ADJ
cpos-328	319	14	regression	regression	NOUN
cpos-328	319	15	showing	show	VERB
cpos-328	319	16	no	no	DET
cpos-328	319	17	variation	variation	NOUN
cpos-328	319	18	in	in	ADP
cpos-328	319	19	the	the	DET
cpos-328	319	20	forecasts	forecast	NOUN
cpos-328	319	21	but	but	CCONJ
cpos-328	319	22	the	the	DET
cpos-328	319	23	results	result	NOUN
cpos-328	319	24	are	be	AUX
cpos-328	319	25	furthest	furth	ADJ
cpos-328	319	26	from	from	ADP
cpos-328	319	27	the	the	DET
cpos-328	319	28	actual	actual	ADJ
cpos-328	319	29	observations	observation	NOUN
cpos-328	319	30	,	,	PUNCT
cpos-328	319	31	compared	compare	VERB
cpos-328	319	32	with	with	ADP
cpos-328	319	33	the	the	DET
cpos-328	319	34	other	other	ADJ
cpos-328	319	35	models	model	NOUN
cpos-328	319	36	.	.	PUNCT
cpos-328	320	1	the	the	DET
cpos-328	320	2	“	"	PUNCT
cpos-328	320	3	family	family	NOUN
cpos-328	320	4	”	"	PUNCT
cpos-328	320	5	demographic	demographic	ADJ
cpos-328	320	6	group	group	NOUN
cpos-328	320	7	,	,	PUNCT
cpos-328	320	8	by	by	ADP
cpos-328	320	9	contrast	contrast	NOUN
cpos-328	320	10	,	,	PUNCT
cpos-328	320	11	is	be	AUX
cpos-328	320	12	less	less	ADV
cpos-328	320	13	predictable	predictable	ADJ
cpos-328	320	14	in	in	ADP
cpos-328	320	15	its	its	PRON
cpos-328	320	16	migratory	migratory	ADJ
cpos-328	320	17	behaviour	behaviour	NOUN
cpos-328	320	18	.	.	PUNCT
cpos-328	321	1	r²	r²	NOUN
cpos-328	321	2	=	=	SYM
cpos-328	321	3	.25	.25	NUM
cpos-328	321	4	is	be	AUX
cpos-328	321	5	the	the	DET
cpos-328	321	6	best	good	ADJ
cpos-328	321	7	value	value	NOUN
cpos-328	321	8	that	that	PRON
cpos-328	321	9	could	could	AUX
cpos-328	321	10	be	be	AUX
cpos-328	321	11	achieved	achieve	VERB
cpos-328	321	12	with	with	ADP
cpos-328	321	13	an	an	DET
cpos-328	321	14	xgboost	xgboost	X
cpos-328	321	15	regressor	regressor	NOUN
cpos-328	321	16	.	.	PUNCT
cpos-328	322	1	this	this	DET
cpos-328	322	2	refl	refl	PROPN
cpos-328	322	3	ects	ect	VERB
cpos-328	322	4	the	the	DET
cpos-328	322	5	fact	fact	NOUN
cpos-328	322	6	that	that	SCONJ
cpos-328	322	7	patterns	pattern	NOUN
cpos-328	322	8	of	of	ADP
cpos-328	322	9	family	family	NOUN
cpos-328	322	10	migration	migration	NOUN
cpos-328	322	11	appeared	appear	VERB
cpos-328	322	12	to	to	PART
cpos-328	322	13	be	be	AUX
cpos-328	322	14	less	less	ADV
cpos-328	322	15	stable	stable	ADJ
cpos-328	322	16	over	over	ADP
cpos-328	322	17	time	time	NOUN
cpos-328	322	18	and	and	CCONJ
cpos-328	322	19	had	have	AUX
cpos-328	322	20	changed	change	VERB
cpos-328	322	21	considerably	considerably	ADV
cpos-328	322	22	by	by	ADP
cpos-328	322	23	2011	2011	NUM
cpos-328	322	24	-	-	SYM
cpos-328	322	25	2015	2015	NUM
cpos-328	322	26	compared	compare	VERB
cpos-328	322	27	with	with	ADP
cpos-328	322	28	the	the	DET
cpos-328	322	29	mid-2000s	mid-2000s	PROPN
cpos-328	322	30	(	(	PUNCT
cpos-328	322	31	see	see	VERB
cpos-328	322	32	fig	fig	NOUN
cpos-328	322	33	.	.	PUNCT
cpos-328	322	34	4	4	NUM
cpos-328	322	35	and	and	CCONJ
cpos-328	322	36	5	5	NUM
cpos-328	322	37	)	)	PUNCT
cpos-328	322	38	.	.	PUNCT
cpos-328	323	1	sharp	sharp	ADJ
cpos-328	323	2	increases	increase	NOUN
cpos-328	323	3	in	in	ADP
cpos-328	323	4	immigration	immigration	NOUN
cpos-328	323	5	from	from	ADP
cpos-328	323	6	other	other	ADJ
cpos-328	323	7	countries	country	NOUN
cpos-328	323	8	turned	turn	VERB
cpos-328	323	9	net	net	ADJ
cpos-328	323	10	migration	migration	NOUN
cpos-328	323	11	rates	rate	NOUN
cpos-328	323	12	in	in	ADP
cpos-328	323	13	many	many	ADJ
cpos-328	323	14	cities	city	NOUN
cpos-328	323	15	from	from	ADP
cpos-328	323	16	negative	negative	ADJ
cpos-328	323	17	to	to	ADP
cpos-328	323	18	positive	positive	ADJ
cpos-328	323	19	,	,	PUNCT
cpos-328	323	20	at	at	ADP
cpos-328	323	21	the	the	DET
cpos-328	323	22	same	same	ADJ
cpos-328	323	23	time	time	NOUN
cpos-328	323	24	as	as	SCONJ
cpos-328	323	25	native	native	ADJ
cpos-328	323	26	german	german	ADJ
cpos-328	323	27	families	family	NOUN
cpos-328	323	28	left	leave	VERB
cpos-328	323	29	the	the	DET
cpos-328	323	30	cities	city	NOUN
cpos-328	323	31	in	in	ADP
cpos-328	323	32	ever	ever	ADV
cpos-328	323	33	greater	great	ADJ
cpos-328	323	34	numbers	number	NOUN
cpos-328	323	35	,	,	PUNCT
cpos-328	323	36	resulting	result	VERB
cpos-328	323	37	in	in	ADP
cpos-328	323	38	higher	high	ADJ
cpos-328	323	39	infl	infl	PROPN
cpos-328	323	40	ows	ows	PROPN
cpos-328	323	41	into	into	ADP
cpos-328	323	42	suburban	suburban	ADJ
cpos-328	323	43	and	and	CCONJ
cpos-328	323	44	peripheral	peripheral	ADJ
cpos-328	323	45	regions	region	NOUN
cpos-328	323	46	.	.	PUNCT
cpos-328	324	1	these	these	DET
cpos-328	324	2	trends	trend	NOUN
cpos-328	324	3	were	be	AUX
cpos-328	324	4	“	"	PUNCT
cpos-328	324	5	unpredictable	unpredictable	ADJ
cpos-328	324	6	”	"	PUNCT
cpos-328	324	7	in	in	ADP
cpos-328	324	8	the	the	DET
cpos-328	324	9	sense	sense	NOUN
cpos-328	324	10	that	that	SCONJ
cpos-328	324	11	,	,	PUNCT
cpos-328	324	12	when	when	SCONJ
cpos-328	324	13	looking	look	VERB
cpos-328	324	14	at	at	ADP
cpos-328	324	15	data	datum	NOUN
cpos-328	324	16	from	from	ADP
cpos-328	324	17	2005	2005	NUM
cpos-328	324	18	to2009	to2009	PROPN
cpos-328	324	19	,	,	PUNCT
cpos-328	324	20	an	an	DET
cpos-328	324	21	accurate	accurate	ADJ
cpos-328	324	22	prediction	prediction	NOUN
cpos-328	324	23	of	of	ADP
cpos-328	324	24	which	which	PRON
cpos-328	324	25	cities	city	NOUN
cpos-328	324	26	and	and	CCONJ
cpos-328	324	27	rural	rural	ADJ
cpos-328	324	28	areas	area	NOUN
cpos-328	324	29	would	would	AUX
cpos-328	324	30	gain	gain	VERB
cpos-328	324	31	many	many	ADJ
cpos-328	324	32	families	family	NOUN
cpos-328	324	33	on	on	ADP
cpos-328	324	34	balance	balance	NOUN
cpos-328	324	35	and	and	CCONJ
cpos-328	324	36	which	which	PRON
cpos-328	324	37	would	would	AUX
cpos-328	324	38	lose	lose	VERB
cpos-328	324	39	inhabitants	inhabitant	NOUN
cpos-328	324	40	in	in	ADP
cpos-328	324	41	these	these	DET
cpos-328	324	42	age	age	NOUN
cpos-328	324	43	groups	group	NOUN
cpos-328	324	44	would	would	AUX
cpos-328	324	45	not	not	PART
cpos-328	324	46	have	have	AUX
cpos-328	324	47	been	be	AUX
cpos-328	324	48	possible	possible	ADJ
cpos-328	324	49	.	.	PUNCT
cpos-328	325	1	by	by	ADP
cpos-328	325	2	contrast	contrast	NOUN
cpos-328	325	3	,	,	PUNCT
cpos-328	325	4	the	the	DET
cpos-328	325	5	residential	residential	ADJ
cpos-328	325	6	mobility	mobility	NOUN
cpos-328	325	7	of	of	ADP
cpos-328	325	8	young	young	ADJ
cpos-328	325	9	people	people	NOUN
cpos-328	325	10	(	(	PUNCT
cpos-328	325	11	18	18	NUM
cpos-328	325	12	to	to	PART
cpos-328	325	13	24	24	NUM
cpos-328	325	14	years	year	NOUN
cpos-328	325	15	)	)	PUNCT
cpos-328	325	16	was	be	AUX
cpos-328	325	17	comparatively	comparatively	ADV
cpos-328	325	18	stable	stable	ADJ
cpos-328	325	19	over	over	ADP
cpos-328	325	20	time	time	NOUN
cpos-328	325	21	and	and	CCONJ
cpos-328	325	22	is	be	AUX
cpos-328	325	23	less	less	ADV
cpos-328	325	24	affected	affect	VERB
cpos-328	325	25	by	by	ADP
cpos-328	325	26	international	international	ADJ
cpos-328	325	27	migration	migration	NOUN
cpos-328	325	28	.	.	PUNCT
cpos-328	326	1	yet	yet	ADV
cpos-328	326	2	,	,	PUNCT
cpos-328	326	3	r²	r²	VERB
cpos-328	326	4	values	value	NOUN
cpos-328	326	5	of	of	ADP
cpos-328	326	6	around	around	ADV
cpos-328	326	7	50	50	NUM
cpos-328	326	8	percent	percent	NOUN
cpos-328	326	9	mean	mean	VERB
cpos-328	326	10	that	that	SCONJ
cpos-328	326	11	there	there	PRON
cpos-328	326	12	is	be	VERB
cpos-328	326	13	still	still	ADV
cpos-328	326	14	variation	variation	NOUN
cpos-328	326	15	that	that	PRON
cpos-328	326	16	is	be	AUX
cpos-328	326	17	left	leave	VERB
cpos-328	326	18	unaccounted	unaccounted	ADJ
cpos-328	326	19	for	for	ADP
cpos-328	326	20	by	by	ADP
cpos-328	326	21	the	the	DET
cpos-328	326	22	models	model	NOUN
cpos-328	326	23	.	.	PUNCT
cpos-328	327	1	arguably	arguably	ADV
cpos-328	327	2	,	,	PUNCT
cpos-328	327	3	the	the	DET
cpos-328	327	4	trend	trend	NOUN
cpos-328	327	5	towards	towards	ADP
cpos-328	327	6	ever	ever	ADV
cpos-328	327	7	higher	high	ADJ
cpos-328	327	8	participation	participation	NOUN
cpos-328	327	9	rates	rate	NOUN
cpos-328	327	10	in	in	ADP
cpos-328	327	11	tertiary	tertiary	ADJ
cpos-328	327	12	education	education	NOUN
cpos-328	327	13	that	that	PRON
cpos-328	327	14	accelerated	accelerate	VERB
cpos-328	327	15	during	during	ADP
cpos-328	327	16	the	the	DET
cpos-328	327	17	study	study	NOUN
cpos-328	327	18	period	period	NOUN
cpos-328	327	19	is	be	AUX
cpos-328	327	20	a	a	DET
cpos-328	327	21	crucial	crucial	ADJ
cpos-328	327	22	factor	factor	NOUN
cpos-328	327	23	in	in	ADP
cpos-328	327	24	this	this	DET
cpos-328	327	25	regard	regard	NOUN
cpos-328	327	26	.	.	PUNCT
cpos-328	328	1	this	this	PRON
cpos-328	328	2	pushes	push	VERB
cpos-328	328	3	young	young	ADJ
cpos-328	328	4	people	people	NOUN
cpos-328	328	5	to	to	ADP
cpos-328	328	6	municipalities	municipality	NOUN
cpos-328	328	7	with	with	ADP
cpos-328	328	8	universities	university	NOUN
cpos-328	328	9	in	in	ADP
cpos-328	328	10	even	even	ADV
cpos-328	328	11	greater	great	ADJ
cpos-328	328	12	numbers	number	NOUN
cpos-328	328	13	than	than	ADP
cpos-328	328	14	before	before	ADV
cpos-328	328	15	.	.	PUNCT
cpos-328	329	1	at	at	ADP
cpos-328	329	2	the	the	DET
cpos-328	329	3	same	same	ADJ
cpos-328	329	4	time	time	NOUN
cpos-328	329	5	,	,	PUNCT
cpos-328	329	6	skyrocketing	skyrocket	VERB
cpos-328	329	7	housing	housing	NOUN
cpos-328	329	8	prices	price	NOUN
cpos-328	329	9	in	in	ADP
cpos-328	329	10	large	large	ADJ
cpos-328	329	11	university	university	NOUN
cpos-328	329	12	cities	city	NOUN
cpos-328	329	13	contribute	contribute	VERB
cpos-328	329	14	to	to	ADP
cpos-328	329	15	a	a	DET
cpos-328	329	16	suburbanisation	suburbanisation	NOUN
cpos-328	329	17	even	even	ADV
cpos-328	329	18	among	among	ADP
cpos-328	329	19	this	this	DET
cpos-328	329	20	young	young	ADJ
cpos-328	329	21	demographic	demographic	ADJ
cpos-328	329	22	group	group	NOUN
cpos-328	329	23	,	,	PUNCT
cpos-328	329	24	but	but	CCONJ
cpos-328	329	25	only	only	ADV
cpos-328	329	26	in	in	ADP
cpos-328	329	27	certain	certain	ADJ
cpos-328	329	28	regions	region	NOUN
cpos-328	329	29	such	such	ADJ
cpos-328	329	30	as	as	ADP
cpos-328	329	31	the	the	DET
cpos-328	329	32	greater	great	ADJ
cpos-328	329	33	munich	munich	PROPN
cpos-328	329	34	,	,	PUNCT
cpos-328	329	35	stuttgart	stuttgart	PROPN
cpos-328	329	36	or	or	CCONJ
cpos-328	329	37	frankfurt	frankfurt	PROPN
cpos-328	329	38	areas	area	NOUN
cpos-328	329	39	(	(	PUNCT
cpos-328	329	40	see	see	VERB
cpos-328	329	41	fig	fig	NOUN
cpos-328	329	42	.	.	PUNCT
cpos-328	330	1	2	2	NUM
cpos-328	330	2	)	)	PUNCT
cpos-328	330	3	.	.	PUNCT
cpos-328	331	1	figures	figure	NOUN
cpos-328	331	2	9	9	NUM
cpos-328	331	3	and	and	CCONJ
cpos-328	331	4	10	10	NUM
cpos-328	331	5	plot	plot	NOUN
cpos-328	331	6	the	the	DET
cpos-328	331	7	predicted	predict	VERB
cpos-328	331	8	values	value	NOUN
cpos-328	331	9	against	against	ADP
cpos-328	331	10	the	the	DET
cpos-328	331	11	actual	actual	ADJ
cpos-328	331	12	observations	observation	NOUN
cpos-328	331	13	for	for	ADP
cpos-328	331	14	the	the	DET
cpos-328	331	15	standardised	standardised	ADJ
cpos-328	331	16	migration	migration	NOUN
cpos-328	331	17	rates	rate	NOUN
cpos-328	331	18	of	of	ADP
cpos-328	331	19	young	young	ADJ
cpos-328	331	20	people	people	NOUN
cpos-328	331	21	(	(	PUNCT
cpos-328	331	22	fig	fig	NOUN
cpos-328	331	23	.	.	PUNCT
cpos-328	331	24	9	9	NUM
cpos-328	331	25	)	)	PUNCT
cpos-328	331	26	and	and	CCONJ
cpos-328	331	27	families	family	NOUN
cpos-328	331	28	(	(	PUNCT
cpos-328	331	29	fig	fig	NOUN
cpos-328	331	30	.	.	PUNCT
cpos-328	331	31	10	10	NUM
cpos-328	331	32	)	)	PUNCT
cpos-328	331	33	from	from	ADP
cpos-328	331	34	the	the	DET
cpos-328	331	35	two	two	NUM
cpos-328	331	36	xgboost	xgboost	ADV
cpos-328	331	37	algorithms	algorithm	NOUN
cpos-328	331	38	.	.	PUNCT
cpos-328	332	1	again	again	ADV
cpos-328	332	2	,	,	PUNCT
cpos-328	332	3	it	it	PRON
cpos-328	332	4	is	be	AUX
cpos-328	332	5	obvious	obvious	ADJ
cpos-328	332	6	that	that	SCONJ
cpos-328	332	7	the	the	DET
cpos-328	332	8	predicted	predict	VERB
cpos-328	332	9	values	value	NOUN
cpos-328	332	10	for	for	ADP
cpos-328	332	11	young•	young•	PROPN
cpos-328	332	12	hannes	hannes	PROPN
cpos-328	332	13	weber164	weber164	PROPN
cpos-328	332	14	age	age	NOUN
cpos-328	332	15	migration	migration	NOUN
cpos-328	332	16	anticipate	anticipate	VERB
cpos-328	332	17	the	the	DET
cpos-328	332	18	actual	actual	ADJ
cpos-328	332	19	observations	observation	NOUN
cpos-328	332	20	quite	quite	ADV
cpos-328	332	21	well	well	ADV
cpos-328	332	22	(	(	PUNCT
cpos-328	332	23	r	r	NOUN
cpos-328	332	24	=	=	NOUN
cpos-328	332	25	0.7	0.7	NUM
cpos-328	332	26	between	between	ADP
cpos-328	332	27	predicted	predict	VERB
cpos-328	332	28	and	and	CCONJ
cpos-328	332	29	observed	observed	ADJ
cpos-328	332	30	values	value	NOUN
cpos-328	332	31	)	)	PUNCT
cpos-328	332	32	.	.	PUNCT
cpos-328	333	1	with	with	ADP
cpos-328	333	2	regard	regard	NOUN
cpos-328	333	3	to	to	ADP
cpos-328	333	4	family	family	NOUN
cpos-328	333	5	migration	migration	NOUN
cpos-328	333	6	(	(	PUNCT
cpos-328	333	7	fig	fig	NOUN
cpos-328	333	8	.	.	PUNCT
cpos-328	333	9	12	12	NUM
cpos-328	333	10	)	)	PUNCT
cpos-328	333	11	,	,	PUNCT
cpos-328	333	12	this	this	PRON
cpos-328	333	13	generally	generally	ADV
cpos-328	333	14	proves	prove	VERB
cpos-328	333	15	to	to	PART
cpos-328	333	16	be	be	AUX
cpos-328	333	17	more	more	ADV
cpos-328	333	18	diffi	diffi	ADJ
cpos-328	333	19	cult	cult	NOUN
cpos-328	333	20	(	(	PUNCT
cpos-328	333	21	r	r	NOUN
cpos-328	333	22	=	=	NOUN
cpos-328	333	23	0.5	0.5	NUM
cpos-328	333	24	)	)	PUNCT
cpos-328	333	25	,	,	PUNCT
cpos-328	333	26	mirroring	mirror	VERB
cpos-328	333	27	what	what	PRON
cpos-328	333	28	we	we	PRON
cpos-328	333	29	learned	learn	VERB
cpos-328	333	30	from	from	ADP
cpos-328	333	31	the	the	DET
cpos-328	333	32	descriptive	descriptive	ADJ
cpos-328	333	33	analyses	analysis	NOUN
cpos-328	333	34	.	.	PUNCT
cpos-328	334	1	in	in	ADP
cpos-328	334	2	order	order	NOUN
cpos-328	334	3	to	to	PART
cpos-328	334	4	better	well	ADV
cpos-328	334	5	understand	understand	VERB
cpos-328	334	6	which	which	PRON
cpos-328	334	7	features	feature	VERB
cpos-328	334	8	prove	prove	VERB
cpos-328	334	9	useful	useful	ADJ
cpos-328	334	10	in	in	ADP
cpos-328	334	11	predicting	predict	VERB
cpos-328	334	12	migration	migration	NOUN
cpos-328	334	13	rates	rate	NOUN
cpos-328	334	14	(	(	PUNCT
cpos-328	334	15	without	without	ADP
cpos-328	334	16	making	make	VERB
cpos-328	334	17	causal	causal	ADJ
cpos-328	334	18	claims	claim	NOUN
cpos-328	334	19	)	)	PUNCT
cpos-328	334	20	,	,	PUNCT
cpos-328	334	21	figures	figure	VERB
cpos-328	334	22	11	11	NUM
cpos-328	334	23	and	and	CCONJ
cpos-328	334	24	12	12	NUM
cpos-328	334	25	plot	plot	NOUN
cpos-328	334	26	decision	decision	NOUN
cpos-328	334	27	trees	tree	NOUN
cpos-328	334	28	for	for	ADP
cpos-328	334	29	youngage	youngage	NOUN
cpos-328	334	30	and	and	CCONJ
cpos-328	334	31	family	family	NOUN
cpos-328	334	32	migration	migration	NOUN
cpos-328	334	33	,	,	PUNCT
cpos-328	334	34	respectively	respectively	ADV
cpos-328	334	35	.	.	PUNCT
cpos-328	335	1	note	note	VERB
cpos-328	335	2	that	that	SCONJ
cpos-328	335	3	these	these	PRON
cpos-328	335	4	are	be	AUX
cpos-328	335	5	exemplary	exemplary	ADJ
cpos-328	335	6	trees	tree	NOUN
cpos-328	335	7	and	and	CCONJ
cpos-328	335	8	do	do	AUX
cpos-328	335	9	not	not	PART
cpos-328	335	10	necessarily	necessarily	ADV
cpos-328	335	11	refl	refl	VERB
cpos-328	335	12	ect	ect	VERB
cpos-328	335	13	what	what	PRON
cpos-328	335	14	the	the	DET
cpos-328	335	15	majority	majority	NOUN
cpos-328	335	16	of	of	ADP
cpos-328	335	17	trees	tree	NOUN
cpos-328	335	18	in	in	ADP
cpos-328	335	19	the	the	DET
cpos-328	335	20	random	random	ADJ
cpos-328	335	21	forest	forest	NOUN
cpos-328	335	22	,	,	PUNCT
cpos-328	335	23	for	for	ADP
cpos-328	335	24	instance	instance	NOUN
cpos-328	335	25	,	,	PUNCT
cpos-328	335	26	yield	yield	NOUN
cpos-328	335	27	as	as	ADP
cpos-328	335	28	results	result	NOUN
cpos-328	335	29	.	.	PUNCT
cpos-328	336	1	but	but	CCONJ
cpos-328	336	2	they	they	PRON
cpos-328	336	3	intuitively	intuitively	ADV
cpos-328	336	4	show	show	VERB
cpos-328	336	5	how	how	SCONJ
cpos-328	336	6	the	the	DET
cpos-328	336	7	algorithm	algorithm	NOUN
cpos-328	336	8	arrives	arrive	VERB
cpos-328	336	9	at	at	ADP
cpos-328	336	10	its	its	PRON
cpos-328	336	11	results	result	NOUN
cpos-328	336	12	.	.	PUNCT
cpos-328	337	1	here	here	ADV
cpos-328	337	2	we	we	PRON
cpos-328	337	3	can	can	AUX
cpos-328	337	4	also	also	ADV
cpos-328	337	5	note	note	VERB
cpos-328	337	6	the	the	DET
cpos-328	337	7	trade	trade	NOUN
cpos-328	337	8	-	-	PUNCT
cpos-328	337	9	off	off	NOUN
cpos-328	337	10	between	between	ADP
cpos-328	337	11	better	well	ADJ
cpos-328	337	12	interpretability	interpretability	NOUN
cpos-328	337	13	(	(	PUNCT
cpos-328	337	14	as	as	SCONJ
cpos-328	337	15	provided	provide	VERB
cpos-328	337	16	by	by	ADP
cpos-328	337	17	the	the	DET
cpos-328	337	18	decision	decision	NOUN
cpos-328	337	19	tree	tree	NOUN
cpos-328	337	20	)	)	PUNCT
cpos-328	337	21	and	and	CCONJ
cpos-328	337	22	greater	great	ADJ
cpos-328	337	23	predictive	predictive	ADJ
cpos-328	337	24	accuracy	accuracy	NOUN
cpos-328	337	25	by	by	ADP
cpos-328	337	26	a	a	DET
cpos-328	337	27	“	"	PUNCT
cpos-328	337	28	black	black	ADJ
cpos-328	337	29	box	box	NOUN
cpos-328	337	30	”	"	PUNCT
cpos-328	337	31	ensemble	ensemble	ADJ
cpos-328	337	32	model	model	NOUN
cpos-328	337	33	(	(	PUNCT
cpos-328	337	34	e.g.	e.g.	ADV
cpos-328	337	35	as	as	ADP
cpos-328	337	36	a	a	DET
cpos-328	337	37	random	random	ADJ
cpos-328	337	38	forest	forest	NOUN
cpos-328	337	39	)	)	PUNCT
cpos-328	337	40	.	.	PUNCT
cpos-328	338	1	for	for	ADP
cpos-328	338	2	the	the	DET
cpos-328	338	3	sake	sake	NOUN
cpos-328	338	4	of	of	ADP
cpos-328	338	5	simplicity	simplicity	NOUN
cpos-328	338	6	,	,	PUNCT
cpos-328	338	7	tree	tree	NOUN
cpos-328	338	8	depth	depth	NOUN
cpos-328	338	9	is	be	AUX
cpos-328	338	10	limited	limit	VERB
cpos-328	338	11	to	to	ADP
cpos-328	338	12	three	three	NUM
cpos-328	338	13	.	.	PUNCT
cpos-328	339	1	at	at	ADP
cpos-328	339	2	the	the	DET
cpos-328	339	3	leaf	leaf	NOUN
cpos-328	339	4	nodes	node	NOUN
cpos-328	339	5	,	,	PUNCT
cpos-328	339	6	the	the	DET
cpos-328	339	7	boxplots	boxplot	NOUN
cpos-328	339	8	show	show	VERB
cpos-328	339	9	the	the	DET
cpos-328	339	10	distribution	distribution	NOUN
cpos-328	339	11	of	of	ADP
cpos-328	339	12	the	the	DET
cpos-328	339	13	dependent	dependent	ADJ
cpos-328	339	14	variable	variable	NOUN
cpos-328	339	15	in	in	ADP
cpos-328	339	16	the	the	DET
cpos-328	339	17	respective	respective	ADJ
cpos-328	339	18	group	group	NOUN
cpos-328	339	19	,	,	PUNCT
cpos-328	339	20	the	the	DET
cpos-328	339	21	mean	mean	ADJ
cpos-328	339	22	value	value	NOUN
cpos-328	339	23	being	be	AUX
cpos-328	339	24	the	the	DET
cpos-328	339	25	prediction	prediction	NOUN
cpos-328	339	26	made	make	VERB
cpos-328	339	27	by	by	ADP
cpos-328	339	28	the	the	DET
cpos-328	339	29	model	model	NOUN
cpos-328	339	30	.	.	PUNCT
cpos-328	340	1	for	for	ADP
cpos-328	340	2	the	the	DET
cpos-328	340	3	18	18	NUM
cpos-328	340	4	to	to	PART
cpos-328	340	5	24	24	NUM
cpos-328	340	6	years	year	NOUN
cpos-328	340	7	age	age	NOUN
cpos-328	340	8	group	group	NOUN
cpos-328	340	9	,	,	PUNCT
cpos-328	340	10	the	the	DET
cpos-328	340	11	share	share	NOUN
cpos-328	340	12	of	of	ADP
cpos-328	340	13	foreigners	foreigner	NOUN
cpos-328	340	14	in	in	ADP
cpos-328	340	15	a	a	DET
cpos-328	340	16	municipality	municipality	NOUN
cpos-328	340	17	is	be	AUX
cpos-328	340	18	being	be	AUX
cpos-328	340	19	used	use	VERB
cpos-328	340	20	as	as	ADP
cpos-328	340	21	the	the	DET
cpos-328	340	22	fi	fi	NOUN
cpos-328	340	23	rst	rst	PROPN
cpos-328	340	24	split	split	NOUN
cpos-328	340	25	to	to	PART
cpos-328	340	26	separate	separate	VERB
cpos-328	340	27	the	the	DET
cpos-328	340	28	data	datum	NOUN
cpos-328	340	29	.	.	PUNCT
cpos-328	341	1	the	the	DET
cpos-328	341	2	second	second	ADJ
cpos-328	341	3	split	split	NOUN
cpos-328	341	4	refers	refer	VERB
cpos-328	341	5	to	to	ADP
cpos-328	341	6	the	the	DET
cpos-328	341	7	share	share	NOUN
cpos-328	341	8	of	of	ADP
cpos-328	341	9	sealed	sealed	ADJ
cpos-328	341	10	(	(	PUNCT
cpos-328	341	11	urban	urban	ADJ
cpos-328	341	12	)	)	PUNCT
cpos-328	341	13	land	land	NOUN
cpos-328	341	14	.	.	PUNCT
cpos-328	342	1	municipalities	municipality	NOUN
cpos-328	342	2	that	that	PRON
cpos-328	342	3	have	have	VERB
cpos-328	342	4	a	a	DET
cpos-328	342	5	below	below	ADJ
cpos-328	342	6	-	-	PUNCT
cpos-328	342	7	average	average	NOUN
cpos-328	342	8	share	share	NOUN
cpos-328	342	9	of	of	ADP
cpos-328	342	10	foreigners	foreigner	NOUN
cpos-328	342	11	and	and	CCONJ
cpos-328	342	12	a	a	DET
cpos-328	342	13	very	very	ADV
cpos-328	342	14	low	low	ADJ
cpos-328	342	15	share	share	NOUN
cpos-328	342	16	of	of	ADP
cpos-328	342	17	sealed	seal	VERB
cpos-328	342	18	land	land	NOUN
cpos-328	342	19	are	be	AUX
cpos-328	342	20	characterised	characterise	VERB
cpos-328	342	21	by	by	ADP
cpos-328	342	22	the	the	DET
cpos-328	342	23	lowest	low	ADJ
cpos-328	342	24	migration	migration	NOUN
cpos-328	342	25	rate	rate	NOUN
cpos-328	342	26	,	,	PUNCT
cpos-328	342	27	i.e.	i.e.	X
cpos-328	342	28	a	a	DET
cpos-328	342	29	large	large	ADJ
cpos-328	342	30	out	out	ADJ
cpos-328	342	31	-	-	PUNCT
cpos-328	342	32	migration	migration	NOUN
cpos-328	342	33	of	of	ADP
cpos-328	342	34	young	young	ADJ
cpos-328	342	35	people	people	NOUN
cpos-328	342	36	.	.	PUNCT
cpos-328	343	1	the	the	DET
cpos-328	343	2	municipalities	municipality	NOUN
cpos-328	343	3	that	that	PRON
cpos-328	343	4	attract	attract	VERB
cpos-328	343	5	the	the	DET
cpos-328	343	6	largest	large	ADJ
cpos-328	343	7	number	number	NOUN
cpos-328	343	8	of	of	ADP
cpos-328	343	9	people	people	NOUN
cpos-328	343	10	aged	age	VERB
cpos-328	343	11	18	18	NUM
cpos-328	343	12	to	to	PART
cpos-328	343	13	24	24	NUM
cpos-328	343	14	years	year	NOUN
cpos-328	343	15	are	be	AUX
cpos-328	343	16	those	those	PRON
cpos-328	343	17	with	with	ADP
cpos-328	343	18	an	an	DET
cpos-328	343	19	above	above	ADJ
cpos-328	343	20	-	-	PUNCT
cpos-328	343	21	average	average	NOUN
cpos-328	343	22	share	share	NOUN
cpos-328	343	23	of	of	ADP
cpos-328	343	24	foreigners	foreigner	NOUN
cpos-328	343	25	,	,	PUNCT
cpos-328	343	26	a	a	DET
cpos-328	343	27	very	very	ADV
cpos-328	343	28	low	low	ADJ
cpos-328	343	29	share	share	NOUN
cpos-328	343	30	of	of	ADP
cpos-328	343	31	one	one	NUM
cpos-328	343	32	or	or	CCONJ
cpos-328	343	33	two	two	NUM
cpos-328	343	34	-	-	PUNCT
cpos-328	343	35	family	family	NOUN
cpos-328	343	36	homes	home	NOUN
cpos-328	343	37	,	,	PUNCT
cpos-328	343	38	and	and	CCONJ
cpos-328	343	39	a	a	DET
cpos-328	343	40	very	very	ADV
cpos-328	343	41	high	high	ADJ
cpos-328	343	42	number	number	NOUN
cpos-328	343	43	of	of	ADP
cpos-328	343	44	university	university	NOUN
cpos-328	343	45	students	student	NOUN
cpos-328	343	46	.	.	PUNCT
cpos-328	344	1	the	the	DET
cpos-328	344	2	exemplary	exemplary	ADJ
cpos-328	344	3	regression	regression	NOUN
cpos-328	344	4	tree	tree	NOUN
cpos-328	344	5	in	in	ADP
cpos-328	344	6	figure	figure	NOUN
cpos-328	344	7	11	11	NUM
cpos-328	344	8	shows	show	VERB
cpos-328	344	9	several	several	ADJ
cpos-328	344	10	of	of	ADP
cpos-328	344	11	the	the	DET
cpos-328	344	12	characteristics	characteristic	NOUN
cpos-328	344	13	that	that	PRON
cpos-328	344	14	make	make	VERB
cpos-328	344	15	tree	tree	NOUN
cpos-328	344	16	-	-	PUNCT
cpos-328	344	17	based	base	VERB
cpos-328	344	18	models	model	NOUN
cpos-328	344	19	in	in	ADP
cpos-328	344	20	general	general	ADJ
cpos-328	344	21	more	more	ADV
cpos-328	344	22	fl	fl	ADV
cpos-328	344	23	exible	exible	ADJ
cpos-328	344	24	compared	compare	VERB
cpos-328	344	25	with	with	ADP
cpos-328	344	26	linear	linear	PROPN
cpos-328	344	27	regression	regression	NOUN
cpos-328	344	28	.	.	PUNCT
cpos-328	345	1	first	first	ADV
cpos-328	345	2	,	,	PUNCT
cpos-328	345	3	non	non	ADJ
cpos-328	345	4	-	-	ADJ
cpos-328	345	5	linear	linear	ADJ
cpos-328	345	6	relationships	relationship	NOUN
cpos-328	345	7	can	can	AUX
cpos-328	345	8	easily	easily	ADV
cpos-328	345	9	be	be	AUX
cpos-328	345	10	accounted	account	VERB
cpos-328	345	11	for	for	ADP
cpos-328	345	12	by	by	ADP
cpos-328	345	13	the	the	DET
cpos-328	345	14	model	model	NOUN
cpos-328	345	15	.	.	PUNCT
cpos-328	346	1	for	for	ADP
cpos-328	346	2	instance	instance	NOUN
cpos-328	346	3	,	,	PUNCT
cpos-328	346	4	while	while	SCONJ
cpos-328	346	5	the	the	DET
cpos-328	346	6	share	share	NOUN
cpos-328	346	7	of	of	ADP
cpos-328	346	8	foreigners	foreigner	NOUN
cpos-328	346	9	has	have	VERB
cpos-328	346	10	a	a	DET
cpos-328	346	11	considerable	considerable	ADJ
cpos-328	346	12	impact	impact	NOUN
cpos-328	346	13	when	when	SCONJ
cpos-328	346	14	splitting	split	VERB
cpos-328	346	15	the	the	DET
cpos-328	346	16	data	datum	NOUN
cpos-328	346	17	near	near	ADP
cpos-328	346	18	the	the	DET
cpos-328	346	19	average	average	ADJ
cpos-328	346	20	value	value	NOUN
cpos-328	346	21	(	(	PUNCT
cpos-328	346	22	fi	fi	NOUN
cpos-328	346	23	rst	rst	NOUN
cpos-328	346	24	split	split	NOUN
cpos-328	346	25	)	)	PUNCT
cpos-328	346	26	,	,	PUNCT
cpos-328	346	27	splitting	split	VERB
cpos-328	346	28	the	the	DET
cpos-328	346	29	data	datum	NOUN
cpos-328	346	30	has	have	VERB
cpos-328	346	31	less	less	ADJ
cpos-328	346	32	of	of	ADP
cpos-328	346	33	an	an	DET
cpos-328	346	34	effect	effect	NOUN
cpos-328	346	35	fig	fig	NOUN
cpos-328	346	36	.	.	PUNCT
cpos-328	347	1	8	8	NUM
cpos-328	347	2	:	:	PUNCT
cpos-328	347	3	predictive	predictive	ADJ
cpos-328	347	4	performance	performance	NOUN
cpos-328	347	5	(	(	PUNCT
cpos-328	347	6	r²	r²	PROPN
cpos-328	347	7	)	)	PUNCT
cpos-328	347	8	of	of	ADP
cpos-328	347	9	four	four	NUM
cpos-328	347	10	algorithms	algorithm	NOUN
cpos-328	347	11	in	in	ADP
cpos-328	347	12	predicting	predict	VERB
cpos-328	347	13	migration	migration	NOUN
cpos-328	347	14	among	among	ADP
cpos-328	347	15	people	people	NOUN
cpos-328	347	16	aged	age	VERB
cpos-328	347	17	18	18	NUM
cpos-328	347	18	to	to	PART
cpos-328	347	19	24	24	NUM
cpos-328	347	20	years	year	NOUN
cpos-328	347	21	(	(	PUNCT
cpos-328	347	22	left	leave	VERB
cpos-328	347	23	-	-	PUNCT
cpos-328	347	24	hand	hand	NOUN
cpos-328	347	25	panel	panel	NOUN
cpos-328	347	26	)	)	PUNCT
cpos-328	347	27	and	and	CCONJ
cpos-328	347	28	family	family	NOUN
cpos-328	347	29	-	-	PUNCT
cpos-328	347	30	age	age	NOUN
cpos-328	347	31	groups	group	NOUN
cpos-328	347	32	(	(	PUNCT
cpos-328	347	33	30	30	NUM
cpos-328	347	34	to	to	PART
cpos-328	347	35	49	49	NUM
cpos-328	347	36	and	and	CCONJ
cpos-328	347	37	0	0	NUM
cpos-328	347	38	to	to	ADP
cpos-328	347	39	17	17	NUM
cpos-328	347	40	years	year	NOUN
cpos-328	347	41	)	)	PUNCT
cpos-328	347	42	(	(	PUNCT
cpos-328	347	43	right	right	ADJ
cpos-328	347	44	-	-	PUNCT
cpos-328	347	45	hand	hand	NOUN
cpos-328	347	46	panel	panel	NOUN
cpos-328	347	47	)	)	PUNCT
cpos-328	347	48	.	.	PUNCT
cpos-328	348	1	variation	variation	NOUN
cpos-328	348	2	around	around	ADP
cpos-328	348	3	coeffi	coeffi	NOUN
cpos-328	348	4	cients	cient	NOUN
cpos-328	348	5	is	be	AUX
cpos-328	348	6	caused	cause	VERB
cpos-328	348	7	by	by	ADP
cpos-328	348	8	different	different	ADJ
cpos-328	348	9	hyperparameter	hyperparameter	NOUN
cpos-328	348	10	values	value	VERB
cpos-328	348	11	●	●	PUNCT
cpos-328	348	12	●	●	PUNCT
cpos-328	348	13	●	●	NUM
cpos-328	348	14	●	●	NUM
cpos-328	348	15	0.2	0.2	NUM
cpos-328	348	16	0.4	0.4	NUM
cpos-328	348	17	0.6	0.6	NUM
cpos-328	348	18	linear	linear	PROPN
cpos-328	348	19	regression	regression	NOUN
cpos-328	348	20	random	random	ADJ
cpos-328	348	21	forest	forest	NOUN
cpos-328	348	22	xgboost	xgboost	X
cpos-328	349	1	deep	deep	ADJ
cpos-328	349	2	neural	neural	ADJ
cpos-328	349	3	network	network	NOUN
cpos-328	349	4	age	age	NOUN
cpos-328	349	5	group	group	NOUN
cpos-328	349	6	18−24	18−24	PROPN
cpos-328	349	7	years	year	NOUN
cpos-328	349	8	(	(	PUNCT
cpos-328	349	9	r−squared	r−square	VERB
cpos-328	349	10	)	)	PUNCT
cpos-328	349	11	●	●	SYM
cpos-328	349	12	●	●	PUNCT
cpos-328	349	13	●	●	NUM
cpos-328	349	14	●	●	NUM
cpos-328	349	15	0.2	0.2	NUM
cpos-328	349	16	0.4	0.4	NUM
cpos-328	349	17	0.6	0.6	NUM
cpos-328	349	18	linear	linear	PROPN
cpos-328	349	19	regression	regression	NOUN
cpos-328	349	20	random	random	ADJ
cpos-328	349	21	forest	forest	NOUN
cpos-328	349	22	xgboost	xgboost	X
cpos-328	350	1	deep	deep	ADJ
cpos-328	350	2	neural	neural	ADJ
cpos-328	350	3	network	network	NOUN
cpos-328	350	4	age	age	NOUN
cpos-328	350	5	groups	group	NOUN
cpos-328	350	6	30−49	30−49	NOUN
cpos-328	350	7	and	and	CCONJ
cpos-328	350	8	0−17	0−17	NUM
cpos-328	350	9	(	(	PUNCT
cpos-328	350	10	r−squared	r−square	VERB
cpos-328	350	11	)	)	PUNCT
cpos-328	350	12	source	source	NOUN
cpos-328	350	13	:	:	PUNCT
cpos-328	350	14	own	own	ADJ
cpos-328	350	15	calculations	calculation	NOUN
cpos-328	350	16	how	how	SCONJ
cpos-328	350	17	well	well	ADV
cpos-328	350	18	can	can	AUX
cpos-328	350	19	the	the	DET
cpos-328	350	20	migration	migration	NOUN
cpos-328	350	21	component	component	NOUN
cpos-328	350	22	of	of	ADP
cpos-328	350	23	regional	regional	ADJ
cpos-328	350	24	population	population	NOUN
cpos-328	350	25	change	change	NOUN
cpos-328	350	26	be	be	AUX
cpos-328	350	27	predicted	predict	VERB
cpos-328	350	28	?	?	PUNCT
cpos-328	351	1	•	•	NUM
cpos-328	351	2	165	165	NUM
cpos-328	351	3	at	at	ADP
cpos-328	351	4	higher	high	ADJ
cpos-328	351	5	values	value	NOUN
cpos-328	351	6	of	of	ADP
cpos-328	351	7	the	the	DET
cpos-328	351	8	predictor	predictor	NOUN
cpos-328	351	9	(	(	PUNCT
cpos-328	351	10	compare	compare	NOUN
cpos-328	351	11	nodes	node	NOUN
cpos-328	351	12	12	12	NUM
cpos-328	351	13	and	and	CCONJ
cpos-328	351	14	13	13	NUM
cpos-328	351	15	)	)	PUNCT
cpos-328	351	16	.	.	PUNCT
cpos-328	352	1	in	in	ADP
cpos-328	352	2	addition	addition	NOUN
cpos-328	352	3	,	,	PUNCT
cpos-328	352	4	complex	complex	ADJ
cpos-328	352	5	interaction	interaction	NOUN
cpos-328	352	6	effects	effect	NOUN
cpos-328	352	7	are	be	AUX
cpos-328	352	8	detected	detect	VERB
cpos-328	352	9	by	by	ADP
cpos-328	352	10	the	the	DET
cpos-328	352	11	tree	tree	NOUN
cpos-328	352	12	.	.	PUNCT
cpos-328	353	1	for	for	ADP
cpos-328	353	2	instance	instance	NOUN
cpos-328	353	3	,	,	PUNCT
cpos-328	353	4	as	as	SCONJ
cpos-328	353	5	noted	note	VERB
cpos-328	353	6	above	above	ADV
cpos-328	353	7	,	,	PUNCT
cpos-328	353	8	a	a	DET
cpos-328	353	9	greater	great	ADJ
cpos-328	353	10	share	share	NOUN
cpos-328	353	11	of	of	ADP
cpos-328	353	12	foreigners	foreigner	NOUN
cpos-328	353	13	is	be	AUX
cpos-328	353	14	generally	generally	ADV
cpos-328	353	15	associated	associate	VERB
cpos-328	353	16	with	with	ADP
cpos-328	353	17	more	more	ADJ
cpos-328	353	18	in	in	ADP
cpos-328	353	19	-	-	PUNCT
cpos-328	353	20	migration	migration	NOUN
cpos-328	353	21	by	by	ADP
cpos-328	353	22	young	young	ADJ
cpos-328	353	23	people	people	NOUN
cpos-328	353	24	.	.	PUNCT
cpos-328	354	1	however	however	ADV
cpos-328	354	2	,	,	PUNCT
cpos-328	354	3	when	when	SCONJ
cpos-328	354	4	a	a	DET
cpos-328	354	5	high	high	ADJ
cpos-328	354	6	share	share	NOUN
cpos-328	354	7	of	of	ADP
cpos-328	354	8	foreigners	foreigner	NOUN
cpos-328	354	9	coincides	coincide	VERB
cpos-328	354	10	with	with	ADP
cpos-328	354	11	a	a	DET
cpos-328	354	12	rural	rural	ADJ
cpos-328	354	13	setting	setting	NOUN
cpos-328	354	14	(	(	PUNCT
cpos-328	354	15	many	many	ADJ
cpos-328	354	16	one	one	NUM
cpos-328	354	17	or	or	CCONJ
cpos-328	354	18	two	two	NUM
cpos-328	354	19	-	-	PUNCT
cpos-328	354	20	family	family	NOUN
cpos-328	354	21	homes	home	NOUN
cpos-328	354	22	,	,	PUNCT
cpos-328	354	23	low	low	ADJ
cpos-328	354	24	share	share	NOUN
cpos-328	354	25	of	of	ADP
cpos-328	354	26	sealed	seal	VERB
cpos-328	354	27	land	land	NOUN
cpos-328	354	28	,	,	PUNCT
cpos-328	354	29	see	see	VERB
cpos-328	354	30	node	node	NOUN
cpos-328	354	31	20	20	NUM
cpos-328	354	32	)	)	PUNCT
cpos-328	354	33	,	,	PUNCT
cpos-328	354	34	these	these	DET
cpos-328	354	35	rural	rural	ADJ
cpos-328	354	36	municipalities	municipality	NOUN
cpos-328	354	37	with	with	ADP
cpos-328	354	38	many	many	ADJ
cpos-328	354	39	foreigners	foreigner	NOUN
cpos-328	354	40	actually	actually	ADV
cpos-328	354	41	attract	attract	VERB
cpos-328	354	42	slightly	slightly	ADV
cpos-328	354	43	fewer	few	ADJ
cpos-328	354	44	young	young	ADJ
cpos-328	354	45	people	people	NOUN
cpos-328	354	46	compared	compare	VERB
cpos-328	354	47	with	with	ADP
cpos-328	354	48	urban	urban	ADJ
cpos-328	354	49	and	and	CCONJ
cpos-328	354	50	rich	rich	ADJ
cpos-328	354	51	municipalities	municipality	NOUN
cpos-328	354	52	with	with	ADP
cpos-328	354	53	few	few	ADJ
cpos-328	354	54	foreigners	foreigner	NOUN
cpos-328	354	55	(	(	PUNCT
cpos-328	354	56	node	node	NOUN
cpos-328	354	57	8)	8)	NUM
cpos-328	354	58	.	.	PUNCT
cpos-328	355	1	again	again	ADV
cpos-328	355	2	,	,	PUNCT
cpos-328	355	3	the	the	DET
cpos-328	355	4	position	position	NOUN
cpos-328	355	5	of	of	ADP
cpos-328	355	6	variables	variable	NOUN
cpos-328	355	7	and	and	CCONJ
cpos-328	355	8	their	their	PRON
cpos-328	355	9	importance	importance	NOUN
cpos-328	355	10	as	as	SCONJ
cpos-328	355	11	indicated	indicate	VERB
cpos-328	355	12	by	by	ADP
cpos-328	355	13	the	the	DET
cpos-328	355	14	tree	tree	NOUN
cpos-328	355	15	can	can	AUX
cpos-328	355	16	not	not	PART
cpos-328	355	17	be	be	AUX
cpos-328	355	18	interpreted	interpret	VERB
cpos-328	355	19	in	in	ADP
cpos-328	355	20	a	a	DET
cpos-328	355	21	causal	causal	ADJ
cpos-328	355	22	way	way	NOUN
cpos-328	355	23	.	.	PUNCT
cpos-328	356	1	for	for	ADP
cpos-328	356	2	instance	instance	NOUN
cpos-328	356	3	,	,	PUNCT
cpos-328	356	4	the	the	DET
cpos-328	356	5	share	share	NOUN
cpos-328	356	6	of	of	ADP
cpos-328	356	7	foreigners	foreigner	NOUN
cpos-328	356	8	is	be	AUX
cpos-328	356	9	the	the	DET
cpos-328	356	10	most	most	ADV
cpos-328	356	11	important	important	ADJ
cpos-328	356	12	variable	variable	NOUN
cpos-328	356	13	according	accord	VERB
cpos-328	356	14	to	to	ADP
cpos-328	356	15	the	the	DET
cpos-328	356	16	algorithm	algorithm	NOUN
cpos-328	356	17	and	and	CCONJ
cpos-328	356	18	is	be	AUX
cpos-328	356	19	highly	highly	ADV
cpos-328	356	20	correlated	correlate	VERB
cpos-328	356	21	with	with	ADP
cpos-328	356	22	many	many	ADJ
cpos-328	356	23	other	other	ADJ
cpos-328	356	24	variables	variable	NOUN
cpos-328	356	25	,	,	PUNCT
cpos-328	356	26	in	in	ADP
cpos-328	356	27	particular	particular	ADJ
cpos-328	356	28	those	those	PRON
cpos-328	356	29	that	that	PRON
cpos-328	356	30	are	be	AUX
cpos-328	356	31	characteristics	characteristic	NOUN
cpos-328	356	32	of	of	ADP
cpos-328	356	33	urban	urban	ADJ
cpos-328	356	34	areas	area	NOUN
cpos-328	356	35	.	.	PUNCT
cpos-328	357	1	while	while	SCONJ
cpos-328	357	2	it	it	PRON
cpos-328	357	3	is	be	AUX
cpos-328	357	4	obvious	obvious	ADJ
cpos-328	357	5	that	that	SCONJ
cpos-328	357	6	urban	urban	ADJ
cpos-328	357	7	areas	area	NOUN
cpos-328	357	8	with	with	ADP
cpos-328	357	9	more	more	ADJ
cpos-328	357	10	foreigners	foreigner	NOUN
cpos-328	357	11	show	show	VERB
cpos-328	357	12	higher	high	ADJ
cpos-328	357	13	infl	infl	PROPN
cpos-328	357	14	ows	ows	PROPN
cpos-328	357	15	of	of	ADP
cpos-328	357	16	young	young	ADJ
cpos-328	357	17	people	people	NOUN
cpos-328	357	18	,	,	PUNCT
cpos-328	357	19	the	the	DET
cpos-328	357	20	model	model	NOUN
cpos-328	357	21	provides	provide	VERB
cpos-328	357	22	no	no	DET
cpos-328	357	23	evidence	evidence	NOUN
cpos-328	357	24	for	for	ADP
cpos-328	357	25	a	a	DET
cpos-328	357	26	causal	causal	NOUN
cpos-328	357	27	or	or	CCONJ
cpos-328	357	28	policy	policy	NOUN
cpos-328	357	29	-	-	PUNCT
cpos-328	357	30	oriented	orient	VERB
cpos-328	357	31	interpretation	interpretation	NOUN
cpos-328	357	32	of	of	ADP
cpos-328	357	33	the	the	DET
cpos-328	357	34	sort	sort	NOUN
cpos-328	357	35	:	:	PUNCT
cpos-328	357	36	“	"	PUNCT
cpos-328	357	37	increasing	increase	VERB
cpos-328	357	38	the	the	DET
cpos-328	357	39	share	share	NOUN
cpos-328	357	40	of	of	ADP
cpos-328	357	41	foreigners	foreigner	NOUN
cpos-328	357	42	in	in	ADP
cpos-328	357	43	a	a	DET
cpos-328	357	44	municipality	municipality	NOUN
cpos-328	357	45	will	will	AUX
cpos-328	357	46	,	,	PUNCT
cpos-328	357	47	everything	everything	PRON
cpos-328	357	48	else	else	ADV
cpos-328	357	49	being	be	AUX
cpos-328	357	50	equal	equal	ADJ
cpos-328	357	51	,	,	PUNCT
cpos-328	357	52	lead	lead	VERB
cpos-328	357	53	to	to	ADP
cpos-328	357	54	more	more	ADJ
cpos-328	357	55	young	young	ADJ
cpos-328	357	56	people	people	NOUN
cpos-328	357	57	settling	settle	VERB
cpos-328	357	58	there	there	ADV
cpos-328	357	59	in	in	ADP
cpos-328	357	60	the	the	DET
cpos-328	357	61	future	future	NOUN
cpos-328	357	62	”	"	PUNCT
cpos-328	357	63	.	.	PUNCT
cpos-328	358	1	the	the	DET
cpos-328	358	2	only	only	ADJ
cpos-328	358	3	theoretical	theoretical	ADJ
cpos-328	358	4	mechanism	mechanism	NOUN
cpos-328	358	5	that	that	PRON
cpos-328	358	6	points	point	VERB
cpos-328	358	7	in	in	ADP
cpos-328	358	8	this	this	DET
cpos-328	358	9	direction	direction	NOUN
cpos-328	358	10	is	be	AUX
cpos-328	358	11	the	the	DET
cpos-328	358	12	migrant	migrant	ADJ
cpos-328	358	13	networks	network	NOUN
cpos-328	358	14	mechanism	mechanism	NOUN
cpos-328	358	15	fig	fig	NOUN
cpos-328	358	16	.	.	PUNCT
cpos-328	359	1	9	9	NUM
cpos-328	359	2	:	:	PUNCT
cpos-328	359	3	predicted	predict	VERB
cpos-328	359	4	and	and	CCONJ
cpos-328	359	5	observed	observed	ADJ
cpos-328	359	6	values	value	NOUN
cpos-328	359	7	for	for	ADP
cpos-328	359	8	the	the	DET
cpos-328	359	9	migration	migration	NOUN
cpos-328	359	10	rate	rate	NOUN
cpos-328	359	11	among	among	ADP
cpos-328	359	12	people	people	NOUN
cpos-328	359	13	aged	age	VERB
cpos-328	359	14	18	18	NUM
cpos-328	359	15	to	to	PART
cpos-328	359	16	24	24	NUM
cpos-328	359	17	years	year	NOUN
cpos-328	359	18	in	in	ADP
cpos-328	359	19	608	608	NUM
cpos-328	359	20	municipalities	municipality	NOUN
cpos-328	359	21	in	in	ADP
cpos-328	359	22	the	the	DET
cpos-328	359	23	unseen	unseen	ADJ
cpos-328	359	24	test	test	NOUN
cpos-328	359	25	data	datum	NOUN
cpos-328	359	26	,	,	PUNCT
cpos-328	359	27	2011–2015	2011–2015	NUM
cpos-328	359	28	(	(	PUNCT
cpos-328	359	29	z	z	NOUN
cpos-328	359	30	-	-	PUNCT
cpos-328	359	31	standardised	standardised	ADJ
cpos-328	359	32	)	)	PUNCT
cpos-328	359	33	source	source	NOUN
cpos-328	359	34	:	:	PUNCT
cpos-328	359	35	own	own	ADJ
cpos-328	359	36	calculations	calculation	NOUN
cpos-328	359	37	●	●	PUNCT
cpos-328	359	38	●	●	PUNCT
cpos-328	359	39	●	●	NUM
cpos-328	359	40	●	●	PUNCT
cpos-328	359	41	●	●	PUNCT
cpos-328	359	42	●	●	PUNCT
cpos-328	359	43	●	●	PUNCT
cpos-328	359	44	●	●	PUNCT
cpos-328	359	45	●	●	PUNCT
cpos-328	359	46	●	●	PUNCT
cpos-328	359	47	●	●	PUNCT
cpos-328	359	48	●	●	PUNCT
cpos-328	359	49	●	●	PUNCT
cpos-328	359	50	●	●	PUNCT
cpos-328	359	51	●	●	PUNCT
cpos-328	359	52	●	●	PUNCT
cpos-328	359	53	●	●	PUNCT
cpos-328	359	54	●	●	PUNCT
cpos-328	359	55	●	●	PUNCT
cpos-328	359	56	●	●	PUNCT
cpos-328	359	57	●	●	PUNCT
cpos-328	359	58	●	●	PUNCT
cpos-328	359	59	●	●	PUNCT
cpos-328	359	60	●	●	PUNCT
cpos-328	359	61	●	●	PUNCT
cpos-328	359	62	●	●	PUNCT
cpos-328	359	63	●	●	PUNCT
cpos-328	359	64	●	●	PUNCT
cpos-328	359	65	●	●	PUNCT
cpos-328	359	66	●	●	PUNCT
cpos-328	359	67	●	●	PUNCT
cpos-328	359	68	●	●	PUNCT
cpos-328	359	69	●	●	PUNCT
cpos-328	359	70	●	●	PUNCT
cpos-328	359	71	●	●	PUNCT
cpos-328	359	72	●	●	PUNCT
cpos-328	359	73	●	●	PUNCT
cpos-328	359	74	●	●	PUNCT
cpos-328	359	75	●	●	PUNCT
cpos-328	359	76	●	●	PUNCT
cpos-328	359	77	●	●	PUNCT
cpos-328	359	78	●	●	PUNCT
cpos-328	359	79	●	●	PUNCT
cpos-328	359	80	●	●	PUNCT
cpos-328	359	81	●	●	PUNCT
cpos-328	359	82	●	●	PUNCT
cpos-328	359	83	●	●	PUNCT
cpos-328	359	84	●	●	PUNCT
cpos-328	359	85	●	●	PUNCT
cpos-328	359	86	●	●	PUNCT
cpos-328	359	87	●	●	PUNCT
cpos-328	359	88	●	●	PUNCT
cpos-328	359	89	●	●	PUNCT
cpos-328	359	90	●	●	PUNCT
cpos-328	359	91	●	●	PUNCT
cpos-328	359	92	●	●	PUNCT
cpos-328	359	93	●	●	PUNCT
cpos-328	359	94	●	●	PUNCT
cpos-328	359	95	●	●	PUNCT
cpos-328	359	96	●	●	PUNCT
cpos-328	359	97	●	●	PUNCT
cpos-328	359	98	●	●	PUNCT
cpos-328	359	99	●	●	PUNCT
cpos-328	359	100	●	●	PUNCT
cpos-328	359	101	●	●	PUNCT
cpos-328	359	102	●	●	PUNCT
cpos-328	359	103	●	●	PUNCT
cpos-328	359	104	●	●	PUNCT
cpos-328	359	105	●	●	PUNCT
cpos-328	359	106	●	●	PUNCT
cpos-328	359	107	●	●	PUNCT
cpos-328	359	108	●	●	PUNCT
cpos-328	359	109	●	●	PUNCT
cpos-328	359	110	●	●	PUNCT
cpos-328	359	111	●	●	PUNCT
cpos-328	359	112	●	●	PUNCT
cpos-328	359	113	●	●	PUNCT
cpos-328	359	114	●	●	PUNCT
cpos-328	359	115	●	●	PUNCT
cpos-328	359	116	●	●	PUNCT
cpos-328	359	117	●	●	PUNCT
cpos-328	359	118	●	●	PUNCT
cpos-328	359	119	●	●	PUNCT
cpos-328	359	120	●	●	PUNCT
cpos-328	359	121	●	●	PUNCT
cpos-328	359	122	●	●	PUNCT
cpos-328	359	123	●	●	PUNCT
cpos-328	359	124	●	●	PUNCT
cpos-328	359	125	●	●	PUNCT
cpos-328	359	126	●	●	PUNCT
cpos-328	359	127	●	●	PUNCT
cpos-328	359	128	●	●	PUNCT
cpos-328	359	129	●	●	PUNCT
cpos-328	359	130	●	●	PUNCT
cpos-328	359	131	●	●	PUNCT
cpos-328	359	132	●	●	PUNCT
cpos-328	359	133	●	●	PUNCT
cpos-328	359	134	●	●	PUNCT
cpos-328	359	135	●	●	PUNCT
cpos-328	359	136	●	●	PUNCT
cpos-328	359	137	●	●	PUNCT
cpos-328	359	138	●	●	PUNCT
cpos-328	359	139	●	●	PUNCT
cpos-328	359	140	●	●	PUNCT
cpos-328	359	141	●	●	PUNCT
cpos-328	359	142	●	●	PUNCT
cpos-328	359	143	●	●	PUNCT
cpos-328	359	144	●	●	PUNCT
cpos-328	359	145	●	●	PUNCT
cpos-328	359	146	●	●	PUNCT
cpos-328	359	147	●	●	PUNCT
cpos-328	359	148	●	●	PUNCT
cpos-328	359	149	●	●	PUNCT
cpos-328	359	150	●	●	PUNCT
cpos-328	359	151	●	●	PUNCT
cpos-328	359	152	●	●	PUNCT
cpos-328	359	153	●	●	PUNCT
cpos-328	359	154	●	●	PUNCT
cpos-328	359	155	●	●	PUNCT
cpos-328	359	156	●	●	PUNCT
cpos-328	359	157	●	●	PUNCT
cpos-328	359	158	●	●	PUNCT
cpos-328	359	159	●	●	PUNCT
cpos-328	359	160	●	●	PUNCT
cpos-328	359	161	●	●	PUNCT
cpos-328	359	162	●	●	PUNCT
cpos-328	359	163	●	●	PUNCT
cpos-328	359	164	●	●	PUNCT
cpos-328	359	165	●	●	PUNCT
cpos-328	359	166	●	●	PUNCT
cpos-328	359	167	●	●	PUNCT
cpos-328	359	168	●	●	PUNCT
cpos-328	359	169	●	●	PUNCT
cpos-328	359	170	●	●	PUNCT
cpos-328	359	171	●	●	PUNCT
cpos-328	359	172	●	●	PUNCT
cpos-328	359	173	●	●	PUNCT
cpos-328	359	174	●	●	PUNCT
cpos-328	359	175	●	●	PUNCT
cpos-328	359	176	●	●	PUNCT
cpos-328	359	177	●	●	NUM
cpos-328	359	178	●	●	PUNCT
cpos-328	359	179	●	●	SYM
cpos-328	359	180	●	●	NUM
cpos-328	359	181	●	●	NUM
cpos-328	359	182	●	●	SYM
cpos-328	359	183	●	●	NUM
cpos-328	359	184	●	●	NUM
cpos-328	359	185	●	●	NUM
cpos-328	359	186	●	●	PUNCT
cpos-328	359	187	●	●	PUNCT
cpos-328	359	188	●	●	PUNCT
cpos-328	359	189	●	●	PUNCT
cpos-328	359	190	●	●	PUNCT
cpos-328	359	191	●	●	PUNCT
cpos-328	359	192	●	●	PUNCT
cpos-328	359	193	●	●	PUNCT
cpos-328	359	194	●	●	PUNCT
cpos-328	359	195	●	●	PUNCT
cpos-328	359	196	●	●	PUNCT
cpos-328	359	197	●	●	PUNCT
cpos-328	359	198	●	●	PUNCT
cpos-328	359	199	●	●	NUM
cpos-328	359	200	●	●	PUNCT
cpos-328	359	201	●	●	SYM
cpos-328	359	202	●	●	NUM
cpos-328	359	203	●	●	NUM
cpos-328	359	204	●	●	NUM
cpos-328	359	205	●	●	PUNCT
cpos-328	359	206	●	●	PUNCT
cpos-328	359	207	●	●	PUNCT
cpos-328	359	208	●	●	PUNCT
cpos-328	359	209	●	●	PUNCT
cpos-328	359	210	●	●	PUNCT
cpos-328	359	211	●	●	PUNCT
cpos-328	359	212	●	●	PUNCT
cpos-328	359	213	●	●	PUNCT
cpos-328	359	214	●	●	PUNCT
cpos-328	359	215	●	●	PUNCT
cpos-328	359	216	●	●	PUNCT
cpos-328	359	217	●	●	PUNCT
cpos-328	359	218	●	●	PUNCT
cpos-328	359	219	●	●	PUNCT
cpos-328	359	220	●	●	PUNCT
cpos-328	359	221	●	●	PUNCT
cpos-328	359	222	●	●	PUNCT
cpos-328	359	223	●	●	PUNCT
cpos-328	359	224	●	●	PUNCT
cpos-328	359	225	●	●	PUNCT
cpos-328	359	226	●	●	PUNCT
cpos-328	359	227	●	●	NUM
cpos-328	359	228	●	●	PUNCT
cpos-328	359	229	●	●	SYM
cpos-328	359	230	●	●	NUM
cpos-328	359	231	●	●	NUM
cpos-328	359	232	●	●	NUM
cpos-328	359	233	●	●	PUNCT
cpos-328	359	234	●	●	PUNCT
cpos-328	359	235	●	●	PUNCT
cpos-328	359	236	●	●	PUNCT
cpos-328	359	237	●	●	PUNCT
cpos-328	359	238	●	●	PUNCT
cpos-328	359	239	●	●	PUNCT
cpos-328	359	240	●	●	PUNCT
cpos-328	359	241	●	●	PUNCT
cpos-328	359	242	●	●	PUNCT
cpos-328	359	243	●	●	PUNCT
cpos-328	359	244	●	●	PUNCT
cpos-328	359	245	●	●	PUNCT
cpos-328	359	246	●	●	PUNCT
cpos-328	359	247	●	●	PUNCT
cpos-328	359	248	●	●	PUNCT
cpos-328	359	249	●	●	PUNCT
cpos-328	359	250	●	●	PUNCT
cpos-328	359	251	●	●	PUNCT
cpos-328	359	252	●	●	PUNCT
cpos-328	359	253	●	●	PUNCT
cpos-328	359	254	●	●	PUNCT
cpos-328	359	255	●	●	PUNCT
cpos-328	359	256	●	●	PUNCT
cpos-328	359	257	●	●	PUNCT
cpos-328	359	258	●	●	PUNCT
cpos-328	359	259	●	●	PUNCT
cpos-328	359	260	●	●	PUNCT
cpos-328	359	261	●	●	PUNCT
cpos-328	359	262	●	●	PUNCT
cpos-328	359	263	●	●	PUNCT
cpos-328	359	264	●	●	PUNCT
cpos-328	359	265	●	●	PUNCT
cpos-328	359	266	●	●	PUNCT
cpos-328	359	267	●	●	PUNCT
cpos-328	359	268	●	●	PUNCT
cpos-328	359	269	●	●	PUNCT
cpos-328	359	270	●	●	PUNCT
cpos-328	359	271	●	●	PUNCT
cpos-328	359	272	●	●	PUNCT
cpos-328	359	273	●	●	PUNCT
cpos-328	359	274	●	●	PUNCT
cpos-328	359	275	●	●	PUNCT
cpos-328	359	276	●	●	PUNCT
cpos-328	359	277	●	●	PUNCT
cpos-328	359	278	●	●	PUNCT
cpos-328	359	279	●	●	PUNCT
cpos-328	359	280	●	●	PUNCT
cpos-328	359	281	●	●	PUNCT
cpos-328	359	282	●	●	PUNCT
cpos-328	359	283	●	●	PUNCT
cpos-328	359	284	●	●	PUNCT
cpos-328	359	285	●	●	PUNCT
cpos-328	359	286	●	●	PUNCT
cpos-328	359	287	●	●	PUNCT
cpos-328	359	288	●	●	PUNCT
cpos-328	359	289	●	●	PUNCT
cpos-328	359	290	●	●	PUNCT
cpos-328	359	291	●	●	PUNCT
cpos-328	359	292	●	●	PUNCT
cpos-328	359	293	●	●	PUNCT
cpos-328	359	294	●	●	PUNCT
cpos-328	359	295	●	●	PUNCT
cpos-328	359	296	●	●	PUNCT
cpos-328	359	297	●	●	PUNCT
cpos-328	359	298	●	●	PUNCT
cpos-328	359	299	●	●	PUNCT
cpos-328	359	300	●	●	PUNCT
cpos-328	359	301	●	●	PUNCT
cpos-328	359	302	●	●	PUNCT
cpos-328	359	303	●	●	PUNCT
cpos-328	359	304	●	●	PUNCT
cpos-328	359	305	●	●	PUNCT
cpos-328	359	306	●	●	PUNCT
cpos-328	359	307	●	●	PUNCT
cpos-328	359	308	●	●	PUNCT
cpos-328	359	309	●	●	PUNCT
cpos-328	359	310	●	●	PUNCT
cpos-328	359	311	●	●	PUNCT
cpos-328	359	312	●	●	PUNCT
cpos-328	359	313	●	●	PUNCT
cpos-328	359	314	●	●	PUNCT
cpos-328	359	315	●	●	PUNCT
cpos-328	359	316	●	●	PUNCT
cpos-328	359	317	●	●	PUNCT
cpos-328	359	318	●	●	PUNCT
cpos-328	359	319	●	●	PUNCT
cpos-328	359	320	●	●	PUNCT
cpos-328	359	321	●	●	PUNCT
cpos-328	359	322	●	●	PUNCT
cpos-328	359	323	●	●	PUNCT
cpos-328	359	324	●	●	PUNCT
cpos-328	359	325	●	●	PUNCT
cpos-328	359	326	●	●	NUM
cpos-328	359	327	●	●	PUNCT
cpos-328	359	328	●	●	SYM
cpos-328	359	329	●	●	NUM
cpos-328	359	330	●	●	NUM
cpos-328	359	331	●	●	NUM
cpos-328	359	332	●	●	PUNCT
cpos-328	359	333	●	●	PUNCT
cpos-328	359	334	●	●	PUNCT
cpos-328	359	335	●	●	PUNCT
cpos-328	359	336	●	●	PUNCT
cpos-328	359	337	●	●	PUNCT
cpos-328	359	338	●	●	PUNCT
cpos-328	359	339	●	●	PUNCT
cpos-328	359	340	●	●	PUNCT
cpos-328	359	341	●	●	PUNCT
cpos-328	359	342	●	●	PUNCT
cpos-328	359	343	●	●	PUNCT
cpos-328	359	344	●	●	PUNCT
cpos-328	359	345	●	●	PUNCT
cpos-328	359	346	●	●	PUNCT
cpos-328	359	347	●	●	PUNCT
cpos-328	359	348	●	●	PUNCT
cpos-328	359	349	●	●	PUNCT
cpos-328	359	350	●	●	PUNCT
cpos-328	359	351	●	●	PUNCT
cpos-328	359	352	●	●	PUNCT
cpos-328	359	353	●	●	PUNCT
cpos-328	359	354	●	●	PUNCT
cpos-328	359	355	●	●	PUNCT
cpos-328	359	356	●	●	PUNCT
cpos-328	359	357	●	●	NUM
cpos-328	359	358	●	●	PUNCT
cpos-328	359	359	●	●	SYM
cpos-328	359	360	●	●	NUM
cpos-328	359	361	●	●	NUM
cpos-328	359	362	●	●	NUM
cpos-328	359	363	●	●	PUNCT
cpos-328	359	364	●	●	PUNCT
cpos-328	359	365	●	●	PUNCT
cpos-328	359	366	●	●	PUNCT
cpos-328	359	367	●	●	PUNCT
cpos-328	359	368	●	●	PUNCT
cpos-328	359	369	●	●	PUNCT
cpos-328	359	370	●	●	PUNCT
cpos-328	359	371	●	●	PUNCT
cpos-328	359	372	●	●	PUNCT
cpos-328	359	373	●	●	PUNCT
cpos-328	359	374	●	●	PUNCT
cpos-328	359	375	●	●	PUNCT
cpos-328	359	376	●	●	PUNCT
cpos-328	359	377	●	●	NUM
cpos-328	359	378	●	●	PUNCT
cpos-328	359	379	●	●	SYM
cpos-328	359	380	●	●	NUM
cpos-328	359	381	●	●	NUM
cpos-328	359	382	●	●	NUM
cpos-328	359	383	●	●	PUNCT
cpos-328	359	384	●	●	PUNCT
cpos-328	359	385	●	●	PUNCT
cpos-328	359	386	●	●	PUNCT
cpos-328	359	387	●	●	PUNCT
cpos-328	359	388	●	●	PUNCT
cpos-328	359	389	●	●	PUNCT
cpos-328	359	390	●	●	PUNCT
cpos-328	359	391	●	●	PUNCT
cpos-328	359	392	●	●	PUNCT
cpos-328	359	393	●	●	PUNCT
cpos-328	359	394	●	●	PUNCT
cpos-328	359	395	●	●	PUNCT
cpos-328	359	396	●	●	PUNCT
cpos-328	359	397	●	●	NUM
cpos-328	359	398	●	●	PUNCT
cpos-328	359	399	●	●	SYM
cpos-328	359	400	●	●	NUM
cpos-328	359	401	●	●	NUM
cpos-328	359	402	●	●	NUM
cpos-328	359	403	●	●	PUNCT
cpos-328	359	404	●	●	PUNCT
cpos-328	359	405	●	●	PUNCT
cpos-328	359	406	●	●	PUNCT
cpos-328	359	407	●	●	PUNCT
cpos-328	359	408	●	●	PUNCT
cpos-328	359	409	●	●	PUNCT
cpos-328	359	410	●	●	PUNCT
cpos-328	359	411	●	●	PUNCT
cpos-328	359	412	●	●	PUNCT
cpos-328	359	413	●	●	PUNCT
cpos-328	359	414	●	●	PUNCT
cpos-328	359	415	●	●	PUNCT
cpos-328	359	416	●	●	PUNCT
cpos-328	359	417	●	●	PUNCT
cpos-328	359	418	●	●	PUNCT
cpos-328	359	419	●	●	PUNCT
cpos-328	359	420	●	●	PUNCT
cpos-328	359	421	●	●	PUNCT
cpos-328	359	422	●	●	PUNCT
cpos-328	359	423	●	●	PUNCT
cpos-328	359	424	●	●	PUNCT
cpos-328	359	425	●	●	PUNCT
cpos-328	359	426	●	●	PUNCT
cpos-328	359	427	●	●	PUNCT
cpos-328	359	428	●	●	PUNCT
cpos-328	359	429	●	●	PUNCT
cpos-328	359	430	●	●	PUNCT
cpos-328	359	431	●	●	PUNCT
cpos-328	359	432	●	●	PUNCT
cpos-328	359	433	●	●	PUNCT
cpos-328	359	434	●	●	PUNCT
cpos-328	359	435	●	●	PUNCT
cpos-328	359	436	●	●	PUNCT
cpos-328	359	437	●	●	PUNCT
cpos-328	359	438	●	●	PUNCT
cpos-328	359	439	●	●	PUNCT
cpos-328	359	440	●	●	PUNCT
cpos-328	359	441	●	●	PUNCT
cpos-328	359	442	●	●	PUNCT
cpos-328	359	443	●	●	PUNCT
cpos-328	359	444	●	●	PUNCT
cpos-328	359	445	●	●	PUNCT
cpos-328	359	446	●	●	PUNCT
cpos-328	359	447	●	●	PUNCT
cpos-328	359	448	●	●	PUNCT
cpos-328	359	449	●	●	PUNCT
cpos-328	359	450	●	●	PUNCT
cpos-328	359	451	●	●	PUNCT
cpos-328	359	452	●	●	PUNCT
cpos-328	359	453	●	●	PUNCT
cpos-328	359	454	●	●	PUNCT
cpos-328	359	455	●	●	NUM
cpos-328	359	456	●	●	PUNCT
cpos-328	359	457	●	●	SYM
cpos-328	359	458	●	●	NUM
cpos-328	359	459	●	●	NUM
cpos-328	359	460	●	●	NUM
cpos-328	359	461	●	●	PUNCT
cpos-328	359	462	●	●	PUNCT
cpos-328	359	463	●	●	PUNCT
cpos-328	359	464	●	●	PUNCT
cpos-328	359	465	●	●	PUNCT
cpos-328	359	466	●	●	PUNCT
cpos-328	359	467	●	●	PUNCT
cpos-328	359	468	●	●	PUNCT
cpos-328	359	469	●	●	PUNCT
cpos-328	359	470	●	●	PUNCT
cpos-328	359	471	●	●	PUNCT
cpos-328	359	472	●	●	PUNCT
cpos-328	359	473	●	●	PUNCT
cpos-328	359	474	●	●	PUNCT
cpos-328	359	475	●	●	NUM
cpos-328	359	476	●	●	PUNCT
cpos-328	359	477	●	●	SYM
cpos-328	359	478	●	●	NUM
cpos-328	359	479	●	●	NUM
cpos-328	359	480	●	●	NUM
cpos-328	359	481	●	●	PUNCT
cpos-328	359	482	●	●	PUNCT
cpos-328	359	483	●	●	PUNCT
cpos-328	359	484	●	●	PUNCT
cpos-328	359	485	●	●	PUNCT
cpos-328	359	486	●	●	PUNCT
cpos-328	359	487	●	●	PUNCT
cpos-328	359	488	●	●	PUNCT
cpos-328	359	489	●	●	PUNCT
cpos-328	359	490	●	●	PUNCT
cpos-328	359	491	●	●	PUNCT
cpos-328	359	492	●	●	PUNCT
cpos-328	359	493	●	●	PUNCT
cpos-328	359	494	●	●	PUNCT
cpos-328	359	495	●	●	PUNCT
cpos-328	359	496	●	●	PUNCT
cpos-328	359	497	●	●	PUNCT
cpos-328	359	498	●	●	PUNCT
cpos-328	359	499	●	●	PUNCT
cpos-328	359	500	●	●	PUNCT
cpos-328	359	501	●	●	PUNCT
cpos-328	359	502	●	●	PUNCT
cpos-328	359	503	●	●	PUNCT
cpos-328	359	504	●	●	PUNCT
cpos-328	359	505	●	●	PUNCT
cpos-328	359	506	●	●	PUNCT
cpos-328	359	507	●	●	PUNCT
cpos-328	359	508	●	●	PUNCT
cpos-328	359	509	●	●	PUNCT
cpos-328	359	510	●	●	PUNCT
cpos-328	359	511	●	●	PUNCT
cpos-328	359	512	●	●	PUNCT
cpos-328	359	513	●	●	PUNCT
cpos-328	359	514	●	●	PUNCT
cpos-328	359	515	●	●	PUNCT
cpos-328	359	516	●	●	PUNCT
cpos-328	359	517	●	●	PUNCT
cpos-328	359	518	●	●	PUNCT
cpos-328	359	519	●	●	PUNCT
cpos-328	359	520	●	●	PUNCT
cpos-328	359	521	●	●	PUNCT
cpos-328	359	522	●	●	PUNCT
cpos-328	359	523	●	●	PUNCT
cpos-328	359	524	●	●	PUNCT
cpos-328	359	525	●	●	PUNCT
cpos-328	359	526	●	●	PUNCT
cpos-328	359	527	●	●	PUNCT
cpos-328	359	528	●	●	PUNCT
cpos-328	359	529	●	●	PUNCT
cpos-328	359	530	●	●	PUNCT
cpos-328	359	531	●	●	PUNCT
cpos-328	359	532	●	●	PUNCT
cpos-328	359	533	●	●	PUNCT
cpos-328	359	534	●	●	PUNCT
cpos-328	359	535	●	●	PUNCT
cpos-328	359	536	●	●	PUNCT
cpos-328	359	537	●	●	PUNCT
cpos-328	359	538	●	●	PUNCT
cpos-328	359	539	●	●	PUNCT
cpos-328	359	540	●	●	PUNCT
cpos-328	359	541	●	●	PUNCT
cpos-328	359	542	●	●	PUNCT
cpos-328	359	543	●	●	PUNCT
cpos-328	359	544	●	●	PUNCT
cpos-328	359	545	●	●	PUNCT
cpos-328	359	546	●	●	PUNCT
cpos-328	359	547	●	●	PUNCT
cpos-328	359	548	●	●	PUNCT
cpos-328	359	549	●	●	PUNCT
cpos-328	359	550	●	●	PUNCT
cpos-328	359	551	●	●	PUNCT
cpos-328	359	552	●	●	PUNCT
cpos-328	359	553	●	●	PUNCT
cpos-328	359	554	●	●	PUNCT
cpos-328	359	555	●	●	PUNCT
cpos-328	359	556	●	●	PUNCT
cpos-328	359	557	●	●	PUNCT
cpos-328	359	558	●	●	PUNCT
cpos-328	359	559	●	●	PUNCT
cpos-328	359	560	●	●	PUNCT
cpos-328	359	561	●	●	PUNCT
cpos-328	359	562	●	●	PUNCT
cpos-328	359	563	●	●	PUNCT
cpos-328	359	564	●	●	PUNCT
cpos-328	359	565	●	●	PUNCT
cpos-328	359	566	●	●	PUNCT
cpos-328	359	567	●	●	PUNCT
cpos-328	359	568	●	●	PUNCT
cpos-328	359	569	●	●	PUNCT
cpos-328	359	570	●	●	PUNCT
cpos-328	359	571	●	●	PUNCT
cpos-328	359	572	●	●	PUNCT
cpos-328	359	573	●	●	PUNCT
cpos-328	359	574	●	●	PUNCT
cpos-328	359	575	●	●	PUNCT
cpos-328	359	576	●	●	PUNCT
cpos-328	359	577	●	●	PUNCT
cpos-328	359	578	●	●	PUNCT
cpos-328	359	579	●	●	PUNCT
cpos-328	359	580	●	●	PUNCT
cpos-328	359	581	●	●	PUNCT
cpos-328	359	582	●	●	PUNCT
cpos-328	359	583	●	●	PUNCT
cpos-328	359	584	●	●	PUNCT
cpos-328	359	585	●	●	PUNCT
cpos-328	359	586	●	●	PUNCT
cpos-328	359	587	●	●	PUNCT
cpos-328	359	588	●	●	PUNCT
cpos-328	359	589	●	●	PUNCT
cpos-328	359	590	●	●	PUNCT
cpos-328	359	591	●	●	PUNCT
cpos-328	359	592	●	●	PUNCT
cpos-328	359	593	●	●	PUNCT
cpos-328	359	594	●	●	PUNCT
cpos-328	359	595	●	●	PUNCT
cpos-328	359	596	●	●	PUNCT
cpos-328	359	597	●	●	PUNCT
cpos-328	359	598	●	●	PUNCT
cpos-328	359	599	●	●	PUNCT
cpos-328	359	600	●	●	PUNCT
cpos-328	359	601	●	●	PUNCT
cpos-328	359	602	●	●	PUNCT
cpos-328	359	603	●	●	PUNCT
cpos-328	359	604	●	●	PUNCT
cpos-328	359	605	●	●	PUNCT
cpos-328	359	606	●	●	PUNCT
cpos-328	359	607	●	●	PUNCT
cpos-328	359	608	●	●	PUNCT
cpos-328	359	609	●	●	PUNCT
cpos-328	359	610	●	●	PUNCT
cpos-328	359	611	●	●	PUNCT
cpos-328	359	612	●	●	PUNCT
cpos-328	359	613	●	●	PUNCT
cpos-328	359	614	●	●	PUNCT
cpos-328	359	615	●	●	PUNCT
cpos-328	359	616	●	●	PUNCT
cpos-328	359	617	●	●	PUNCT
cpos-328	359	618	●	●	PUNCT
cpos-328	359	619	●	●	PUNCT
cpos-328	359	620	●	●	PUNCT
cpos-328	359	621	●	●	PUNCT
cpos-328	359	622	●	●	PUNCT
cpos-328	359	623	●	●	NUM
cpos-328	359	624	●	●	PUNCT
cpos-328	359	625	●	●	SYM
cpos-328	359	626	●	●	NUM
cpos-328	359	627	●	●	NUM
cpos-328	359	628	●	●	NUM
cpos-328	359	629	●	●	PUNCT
cpos-328	359	630	●	●	PUNCT
cpos-328	359	631	●	●	PUNCT
cpos-328	359	632	●	●	PUNCT
cpos-328	359	633	●	●	PUNCT
cpos-328	359	634	●	●	PUNCT
cpos-328	359	635	●	●	PUNCT
cpos-328	359	636	●	●	PUNCT
cpos-328	359	637	●	●	NUM
cpos-328	359	638	●	●	PUNCT
cpos-328	359	639	●	●	SYM
cpos-328	359	640	●	●	NUM
cpos-328	359	641	●	●	NUM
cpos-328	359	642	●	●	NUM
cpos-328	359	643	●	●	NUM
cpos-328	359	644	●	●	NUM
cpos-328	359	645	−2	−2	NOUN
cpos-328	359	646	−1	−1	NOUN
cpos-328	359	647	0	0	NUM
cpos-328	359	648	1	1	NUM
cpos-328	359	649	2	2	NUM
cpos-328	359	650	3	3	NUM
cpos-328	359	651	−4	−4	NOUN
cpos-328	359	652	−2	−2	NOUN
cpos-328	359	653	0	0	NUM
cpos-328	359	654	2	2	NUM
cpos-328	359	655	4	4	NUM
cpos-328	359	656	6	6	NUM
cpos-328	359	657	predicted	predict	VERB
cpos-328	359	658	values	value	NOUN
cpos-328	360	1	o	o	INTJ
cpos-328	360	2	bs	bs	INTJ
cpos-328	360	3	er	er	INTJ
cpos-328	360	4	ve	ve	PROPN
cpos-328	360	5	d	d	PROPN
cpos-328	360	6	va	va	PROPN
cpos-328	360	7	lu	lu	PROPN
cpos-328	360	8	es	es	PROPN
cpos-328	360	9	•	•	NUM
cpos-328	360	10	hannes	hannes	PROPN
cpos-328	360	11	weber166	weber166	PROPN
cpos-328	360	12	which	which	PRON
cpos-328	360	13	states	state	VERB
cpos-328	360	14	that	that	SCONJ
cpos-328	360	15	international	international	ADJ
cpos-328	360	16	migrants	migrant	NOUN
cpos-328	360	17	tend	tend	VERB
cpos-328	360	18	to	to	PART
cpos-328	360	19	move	move	VERB
cpos-328	360	20	to	to	ADP
cpos-328	360	21	places	place	NOUN
cpos-328	360	22	where	where	SCONJ
cpos-328	360	23	many	many	ADJ
cpos-328	360	24	of	of	ADP
cpos-328	360	25	their	their	PRON
cpos-328	360	26	compatriots	compatriot	NOUN
cpos-328	360	27	already	already	ADV
cpos-328	360	28	live	live	VERB
cpos-328	360	29	.	.	PUNCT
cpos-328	361	1	however	however	ADV
cpos-328	361	2	,	,	PUNCT
cpos-328	361	3	for	for	ADP
cpos-328	361	4	larger	large	ADJ
cpos-328	361	5	cities	city	NOUN
cpos-328	361	6	at	at	ADP
cpos-328	361	7	least	least	ADJ
cpos-328	361	8	(	(	PUNCT
cpos-328	361	9	compare	compare	VERB
cpos-328	361	10	fig	fig	NOUN
cpos-328	361	11	.	.	PUNCT
cpos-328	362	1	4	4	NUM
cpos-328	362	2	and	and	CCONJ
cpos-328	362	3	5	5	NUM
cpos-328	362	4	)	)	PUNCT
cpos-328	363	1	,	,	PUNCT
cpos-328	363	2	international	international	ADJ
cpos-328	363	3	migration	migration	NOUN
cpos-328	363	4	is	be	AUX
cpos-328	363	5	not	not	PART
cpos-328	363	6	the	the	DET
cpos-328	363	7	most	most	ADV
cpos-328	363	8	decisive	decisive	ADJ
cpos-328	363	9	factor	factor	NOUN
cpos-328	363	10	in	in	ADP
cpos-328	363	11	this	this	DET
cpos-328	363	12	age	age	NOUN
cpos-328	363	13	group	group	NOUN
cpos-328	363	14	.	.	PUNCT
cpos-328	364	1	figure	figure	VERB
cpos-328	364	2	12	12	NUM
cpos-328	364	3	plots	plot	NOUN
cpos-328	364	4	a	a	DET
cpos-328	364	5	decision	decision	NOUN
cpos-328	364	6	tree	tree	NOUN
cpos-328	364	7	with	with	ADP
cpos-328	364	8	depth	depth	NOUN
cpos-328	364	9	=	=	SYM
cpos-328	364	10	3	3	NUM
cpos-328	364	11	for	for	ADP
cpos-328	364	12	migration	migration	NOUN
cpos-328	364	13	rates	rate	NOUN
cpos-328	364	14	among	among	ADP
cpos-328	364	15	people	people	NOUN
cpos-328	364	16	aged	age	VERB
cpos-328	364	17	30	30	NUM
cpos-328	364	18	to	to	ADP
cpos-328	364	19	49	49	NUM
cpos-328	364	20	and	and	CCONJ
cpos-328	364	21	underage	underage	ADJ
cpos-328	364	22	children	child	NOUN
cpos-328	364	23	.	.	PUNCT
cpos-328	365	1	the	the	DET
cpos-328	365	2	algorithm	algorithm	NOUN
cpos-328	365	3	selects	select	VERB
cpos-328	365	4	child	child	NOUN
cpos-328	365	5	poverty	poverty	NOUN
cpos-328	365	6	as	as	ADP
cpos-328	365	7	the	the	DET
cpos-328	365	8	most	most	ADV
cpos-328	365	9	important	important	ADJ
cpos-328	365	10	feature	feature	NOUN
cpos-328	365	11	to	to	PART
cpos-328	365	12	divide	divide	VERB
cpos-328	365	13	the	the	DET
cpos-328	365	14	dataset	dataset	NOUN
cpos-328	365	15	.	.	PUNCT
cpos-328	366	1	families	family	NOUN
cpos-328	366	2	leave	leave	VERB
cpos-328	366	3	areas	area	NOUN
cpos-328	366	4	with	with	ADP
cpos-328	366	5	a	a	DET
cpos-328	366	6	high	high	ADJ
cpos-328	366	7	child	child	NOUN
cpos-328	366	8	poverty	poverty	NOUN
cpos-328	366	9	rate	rate	NOUN
cpos-328	366	10	and	and	CCONJ
cpos-328	366	11	high	high	ADJ
cpos-328	366	12	unemployment	unemployment	NOUN
cpos-328	366	13	.	.	PUNCT
cpos-328	367	1	a	a	DET
cpos-328	367	2	low	low	ADJ
cpos-328	367	3	rate	rate	NOUN
cpos-328	367	4	of	of	ADP
cpos-328	367	5	child	child	NOUN
cpos-328	367	6	poverty	poverty	NOUN
cpos-328	367	7	,	,	PUNCT
cpos-328	367	8	many	many	ADJ
cpos-328	367	9	highly	highly	ADV
cpos-328	367	10	qualifi	qualifi	ADJ
cpos-328	367	11	ed	ed	NOUN
cpos-328	367	12	workers	worker	NOUN
cpos-328	367	13	,	,	PUNCT
cpos-328	367	14	and	and	CCONJ
cpos-328	367	15	a	a	DET
cpos-328	367	16	favourable	favourable	ADJ
cpos-328	367	17	rate	rate	NOUN
cpos-328	367	18	of	of	ADP
cpos-328	367	19	employment	employment	NOUN
cpos-328	367	20	for	for	ADP
cpos-328	367	21	women	woman	NOUN
cpos-328	367	22	in	in	ADP
cpos-328	367	23	comparison	comparison	NOUN
cpos-328	367	24	with	with	ADP
cpos-328	367	25	men	man	NOUN
cpos-328	367	26	are	be	AUX
cpos-328	367	27	factors	factor	NOUN
cpos-328	367	28	associated	associate	VERB
cpos-328	367	29	with	with	ADP
cpos-328	367	30	a	a	DET
cpos-328	367	31	large	large	ADJ
cpos-328	367	32	infl	infl	NOUN
cpos-328	367	33	ow	ow	INTJ
cpos-328	367	34	of	of	ADP
cpos-328	367	35	families	family	NOUN
cpos-328	367	36	.	.	PUNCT
cpos-328	368	1	the	the	DET
cpos-328	368	2	lower	low	ADJ
cpos-328	368	3	overall	overall	ADJ
cpos-328	368	4	predictive	predictive	ADJ
cpos-328	368	5	accuracy	accuracy	NOUN
cpos-328	368	6	of	of	ADP
cpos-328	368	7	the	the	DET
cpos-328	368	8	models	model	NOUN
cpos-328	368	9	is	be	AUX
cpos-328	368	10	refl	refl	NOUN
cpos-328	368	11	ected	ecte	VERB
cpos-328	368	12	by	by	ADP
cpos-328	368	13	the	the	DET
cpos-328	368	14	fact	fact	NOUN
cpos-328	368	15	that	that	SCONJ
cpos-328	368	16	many	many	ADJ
cpos-328	368	17	of	of	ADP
cpos-328	368	18	the	the	DET
cpos-328	368	19	leaf	leaf	NOUN
cpos-328	368	20	nodes	node	NOUN
cpos-328	368	21	in	in	ADP
cpos-328	368	22	figure	figure	NOUN
cpos-328	368	23	12	12	NUM
cpos-328	368	24	do	do	AUX
cpos-328	368	25	not	not	PART
cpos-328	368	26	differ	differ	VERB
cpos-328	368	27	much	much	ADJ
cpos-328	368	28	in	in	ADP
cpos-328	368	29	their	their	PRON
cpos-328	368	30	average	average	ADJ
cpos-328	368	31	migration	migration	NOUN
cpos-328	368	32	rate	rate	NOUN
cpos-328	368	33	.	.	PUNCT
cpos-328	369	1	fig	fig	NOUN
cpos-328	369	2	.	.	PUNCT
cpos-328	370	1	10	10	NUM
cpos-328	370	2	:	:	PUNCT
cpos-328	370	3	predicted	predict	VERB
cpos-328	370	4	and	and	CCONJ
cpos-328	370	5	observed	observed	ADJ
cpos-328	370	6	values	value	NOUN
cpos-328	370	7	for	for	ADP
cpos-328	370	8	the	the	DET
cpos-328	370	9	family	family	NOUN
cpos-328	370	10	-	-	PUNCT
cpos-328	370	11	age	age	NOUN
cpos-328	370	12	(	(	PUNCT
cpos-328	370	13	30	30	NUM
cpos-328	370	14	to	to	PART
cpos-328	370	15	49	49	NUM
cpos-328	370	16	and	and	CCONJ
cpos-328	370	17	underage	underage	ADJ
cpos-328	370	18	children	child	NOUN
cpos-328	370	19	)	)	PUNCT
cpos-328	370	20	migration	migration	NOUN
cpos-328	370	21	rate	rate	NOUN
cpos-328	370	22	in	in	ADP
cpos-328	370	23	608	608	NUM
cpos-328	370	24	municipalities	municipality	NOUN
cpos-328	370	25	in	in	ADP
cpos-328	370	26	the	the	DET
cpos-328	370	27	unseen	unseen	ADJ
cpos-328	370	28	test	test	NOUN
cpos-328	370	29	data	datum	NOUN
cpos-328	370	30	,	,	PUNCT
cpos-328	370	31	2011–2015	2011–2015	NUM
cpos-328	370	32	(	(	PUNCT
cpos-328	370	33	z	z	NOUN
cpos-328	370	34	-	-	PUNCT
cpos-328	370	35	standardised	standardised	ADJ
cpos-328	370	36	)	)	PUNCT
cpos-328	370	37	●	●	PUNCT
cpos-328	370	38	●	●	PUNCT
cpos-328	370	39	●	●	NUM
cpos-328	370	40	●	●	NUM
cpos-328	370	41	●	●	NUM
cpos-328	370	42	●	●	PUNCT
cpos-328	370	43	●	●	PUNCT
cpos-328	370	44	●	●	PUNCT
cpos-328	370	45	●	●	PUNCT
cpos-328	370	46	●	●	PUNCT
cpos-328	370	47	●	●	PUNCT
cpos-328	370	48	●	●	PUNCT
cpos-328	370	49	●	●	PUNCT
cpos-328	370	50	●	●	PUNCT
cpos-328	370	51	●	●	PUNCT
cpos-328	370	52	●	●	PUNCT
cpos-328	370	53	●	●	PUNCT
cpos-328	370	54	●	●	PUNCT
cpos-328	370	55	●	●	PUNCT
cpos-328	370	56	●	●	PUNCT
cpos-328	370	57	●	●	PUNCT
cpos-328	370	58	●	●	PUNCT
cpos-328	370	59	●	●	PUNCT
cpos-328	370	60	●	●	PUNCT
cpos-328	370	61	●	●	PUNCT
cpos-328	370	62	●	●	PUNCT
cpos-328	370	63	●	●	PUNCT
cpos-328	370	64	●	●	PUNCT
cpos-328	370	65	●	●	PUNCT
cpos-328	370	66	●	●	NUM
cpos-328	370	67	●	●	PUNCT
cpos-328	370	68	●	●	SYM
cpos-328	370	69	●	●	NUM
cpos-328	370	70	●	●	NUM
cpos-328	370	71	●	●	NUM
cpos-328	370	72	●	●	SYM
cpos-328	370	73	●	●	NUM
cpos-328	370	74	●	●	NUM
cpos-328	370	75	●	●	NUM
cpos-328	370	76	●	●	PUNCT
cpos-328	370	77	●	●	SYM
cpos-328	370	78	●	●	NUM
cpos-328	370	79	●	●	NUM
cpos-328	370	80	●	●	NUM
cpos-328	370	81	●	●	PUNCT
cpos-328	370	82	●	●	PUNCT
cpos-328	370	83	●	●	PUNCT
cpos-328	370	84	●	●	PUNCT
cpos-328	370	85	●	●	PUNCT
cpos-328	370	86	●	●	PUNCT
cpos-328	370	87	●	●	PUNCT
cpos-328	370	88	●	●	PUNCT
cpos-328	370	89	●	●	PUNCT
cpos-328	370	90	●	●	PUNCT
cpos-328	370	91	●	●	PUNCT
cpos-328	370	92	●	●	PUNCT
cpos-328	370	93	●	●	PUNCT
cpos-328	370	94	●	●	PUNCT
cpos-328	370	95	●	●	PUNCT
cpos-328	370	96	●	●	PUNCT
cpos-328	370	97	●	●	PUNCT
cpos-328	370	98	●	●	PUNCT
cpos-328	370	99	●	●	PUNCT
cpos-328	370	100	●	●	PUNCT
cpos-328	370	101	●	●	PUNCT
cpos-328	370	102	●	●	PUNCT
cpos-328	370	103	●	●	PUNCT
cpos-328	370	104	●	●	PUNCT
cpos-328	370	105	●	●	PUNCT
cpos-328	370	106	●	●	PUNCT
cpos-328	370	107	●	●	PUNCT
cpos-328	370	108	●	●	PUNCT
cpos-328	370	109	●	●	PUNCT
cpos-328	370	110	●	●	NUM
cpos-328	370	111	●	●	PUNCT
cpos-328	370	112	●	●	SYM
cpos-328	370	113	●	●	NUM
cpos-328	370	114	●	●	NUM
cpos-328	370	115	●	●	NUM
cpos-328	370	116	●	●	PUNCT
cpos-328	370	117	●	●	PUNCT
cpos-328	370	118	●	●	PUNCT
cpos-328	370	119	●	●	PUNCT
cpos-328	370	120	●	●	PUNCT
cpos-328	370	121	●	●	PUNCT
cpos-328	370	122	●	●	PUNCT
cpos-328	370	123	●	●	PUNCT
cpos-328	370	124	●	●	PUNCT
cpos-328	370	125	●	●	PUNCT
cpos-328	370	126	●	●	PUNCT
cpos-328	370	127	●	●	PUNCT
cpos-328	370	128	●	●	PUNCT
cpos-328	370	129	●	●	PUNCT
cpos-328	370	130	●	●	PUNCT
cpos-328	370	131	●	●	PUNCT
cpos-328	370	132	●	●	PUNCT
cpos-328	370	133	●	●	PUNCT
cpos-328	370	134	●	●	PUNCT
cpos-328	370	135	●	●	PUNCT
cpos-328	370	136	●	●	PUNCT
cpos-328	370	137	●	●	PUNCT
cpos-328	370	138	●	●	PUNCT
cpos-328	370	139	●	●	PUNCT
cpos-328	370	140	●	●	PUNCT
cpos-328	370	141	●	●	PUNCT
cpos-328	370	142	●	●	PUNCT
cpos-328	370	143	●	●	PUNCT
cpos-328	370	144	●	●	PUNCT
cpos-328	370	145	●	●	PUNCT
cpos-328	370	146	●	●	PUNCT
cpos-328	370	147	●	●	PUNCT
cpos-328	370	148	●	●	PUNCT
cpos-328	370	149	●	●	PUNCT
cpos-328	370	150	●	●	PUNCT
cpos-328	370	151	●	●	PUNCT
cpos-328	370	152	●	●	PUNCT
cpos-328	370	153	●	●	PUNCT
cpos-328	370	154	●	●	PUNCT
cpos-328	370	155	●	●	PUNCT
cpos-328	370	156	●	●	PUNCT
cpos-328	370	157	●	●	PUNCT
cpos-328	370	158	●	●	PUNCT
cpos-328	370	159	●	●	PUNCT
cpos-328	370	160	●	●	PUNCT
cpos-328	370	161	●	●	PUNCT
cpos-328	370	162	●	●	PUNCT
cpos-328	370	163	●	●	PUNCT
cpos-328	370	164	●	●	PUNCT
cpos-328	370	165	●	●	PUNCT
cpos-328	370	166	●	●	PUNCT
cpos-328	370	167	●	●	PUNCT
cpos-328	370	168	●	●	PUNCT
cpos-328	370	169	●	●	PUNCT
cpos-328	370	170	●	●	PUNCT
cpos-328	370	171	●	●	PUNCT
cpos-328	370	172	●	●	PUNCT
cpos-328	370	173	●	●	PUNCT
cpos-328	370	174	●	●	PUNCT
cpos-328	370	175	●	●	PUNCT
cpos-328	370	176	●	●	PUNCT
cpos-328	370	177	●	●	PUNCT
cpos-328	370	178	●	●	PUNCT
cpos-328	370	179	●	●	PUNCT
cpos-328	370	180	●	●	PUNCT
cpos-328	370	181	●	●	PUNCT
cpos-328	370	182	●	●	PUNCT
cpos-328	370	183	●	●	PUNCT
cpos-328	370	184	●	●	PUNCT
cpos-328	370	185	●	●	NUM
cpos-328	370	186	●	●	PUNCT
cpos-328	370	187	●	●	SYM
cpos-328	370	188	●	●	NUM
cpos-328	370	189	●	●	NUM
cpos-328	370	190	●	●	NUM
cpos-328	370	191	●	●	PUNCT
cpos-328	370	192	●	●	PUNCT
cpos-328	370	193	●	●	PUNCT
cpos-328	370	194	●	●	PUNCT
cpos-328	370	195	●	●	NUM
cpos-328	370	196	●	●	PUNCT
cpos-328	370	197	●	●	SYM
cpos-328	370	198	●	●	NUM
cpos-328	370	199	●	●	NUM
cpos-328	370	200	●	●	NUM
cpos-328	370	201	●	●	PUNCT
cpos-328	370	202	●	●	PUNCT
cpos-328	370	203	●	●	PUNCT
cpos-328	370	204	●	●	PUNCT
cpos-328	370	205	●	●	PUNCT
cpos-328	370	206	●	●	PUNCT
cpos-328	370	207	●	●	PUNCT
cpos-328	370	208	●	●	PUNCT
cpos-328	370	209	●	●	PUNCT
cpos-328	370	210	●	●	PUNCT
cpos-328	370	211	●	●	NUM
cpos-328	370	212	●	●	PUNCT
cpos-328	370	213	●	●	SYM
cpos-328	370	214	●	●	NUM
cpos-328	370	215	●	●	NUM
cpos-328	370	216	●	●	NUM
cpos-328	370	217	●	●	PUNCT
cpos-328	370	218	●	●	PUNCT
cpos-328	370	219	●	●	PUNCT
cpos-328	370	220	●	●	PUNCT
cpos-328	370	221	●	●	PUNCT
cpos-328	370	222	●	●	PUNCT
cpos-328	370	223	●	●	PUNCT
cpos-328	370	224	●	●	PUNCT
cpos-328	370	225	●	●	PUNCT
cpos-328	370	226	●	●	PUNCT
cpos-328	370	227	●	●	PUNCT
cpos-328	370	228	●	●	PUNCT
cpos-328	370	229	●	●	PUNCT
cpos-328	370	230	●	●	PUNCT
cpos-328	370	231	●	●	PUNCT
cpos-328	370	232	●	●	PUNCT
cpos-328	370	233	●	●	PUNCT
cpos-328	370	234	●	●	PUNCT
cpos-328	370	235	●	●	PUNCT
cpos-328	370	236	●	●	PUNCT
cpos-328	370	237	●	●	PUNCT
cpos-328	370	238	●	●	PUNCT
cpos-328	370	239	●	●	PUNCT
cpos-328	370	240	●	●	PUNCT
cpos-328	370	241	●	●	PUNCT
cpos-328	370	242	●	●	PUNCT
cpos-328	370	243	●	●	PUNCT
cpos-328	370	244	●	●	PUNCT
cpos-328	370	245	●	●	PUNCT
cpos-328	370	246	●	●	PUNCT
cpos-328	370	247	●	●	PUNCT
cpos-328	370	248	●	●	PUNCT
cpos-328	370	249	●	●	PUNCT
cpos-328	370	250	●	●	PUNCT
cpos-328	370	251	●	●	PUNCT
cpos-328	370	252	●	●	PUNCT
cpos-328	370	253	●	●	PUNCT
cpos-328	370	254	●	●	PUNCT
cpos-328	370	255	●	●	PUNCT
cpos-328	370	256	●	●	PUNCT
cpos-328	370	257	●	●	PUNCT
cpos-328	370	258	●	●	PUNCT
cpos-328	370	259	●	●	PUNCT
cpos-328	370	260	●	●	PUNCT
cpos-328	370	261	●	●	PUNCT
cpos-328	370	262	●	●	PUNCT
cpos-328	370	263	●	●	PUNCT
cpos-328	370	264	●	●	PUNCT
cpos-328	370	265	●	●	PUNCT
cpos-328	370	266	●	●	PUNCT
cpos-328	370	267	●	●	PUNCT
cpos-328	370	268	●	●	PUNCT
cpos-328	370	269	●	●	PUNCT
cpos-328	370	270	●	●	PUNCT
cpos-328	370	271	●	●	PUNCT
cpos-328	370	272	●	●	PUNCT
cpos-328	370	273	●	●	PUNCT
cpos-328	370	274	●	●	PUNCT
cpos-328	370	275	●	●	PUNCT
cpos-328	370	276	●	●	PUNCT
cpos-328	370	277	●	●	PUNCT
cpos-328	370	278	●	●	PUNCT
cpos-328	370	279	●	●	PUNCT
cpos-328	370	280	●	●	PUNCT
cpos-328	370	281	●	●	PUNCT
cpos-328	370	282	●	●	PUNCT
cpos-328	370	283	●	●	PUNCT
cpos-328	370	284	●	●	PUNCT
cpos-328	370	285	●	●	PUNCT
cpos-328	370	286	●	●	PUNCT
cpos-328	370	287	●	●	PUNCT
cpos-328	370	288	●	●	PUNCT
cpos-328	370	289	●	●	NUM
cpos-328	370	290	●	●	NUM
cpos-328	370	291	●	●	NUM
cpos-328	370	292	●	●	NUM
cpos-328	370	293	●	●	NUM
cpos-328	370	294	●	●	NUM
cpos-328	370	295	●	●	NUM
cpos-328	370	296	●	●	PUNCT
cpos-328	370	297	●	●	PUNCT
cpos-328	370	298	●	●	PUNCT
cpos-328	370	299	●	●	PUNCT
cpos-328	370	300	●	●	PUNCT
cpos-328	370	301	●	●	PUNCT
cpos-328	370	302	●	●	PUNCT
cpos-328	370	303	●	●	PUNCT
cpos-328	370	304	●	●	PUNCT
cpos-328	370	305	●	●	PUNCT
cpos-328	370	306	●	●	PUNCT
cpos-328	370	307	●	●	PUNCT
cpos-328	370	308	●	●	PUNCT
cpos-328	370	309	●	●	PUNCT
cpos-328	370	310	●	●	PUNCT
cpos-328	370	311	●	●	PUNCT
cpos-328	370	312	●	●	PUNCT
cpos-328	370	313	●	●	PUNCT
cpos-328	370	314	●	●	PUNCT
cpos-328	370	315	●	●	PUNCT
cpos-328	370	316	●	●	PUNCT
cpos-328	370	317	●	●	PUNCT
cpos-328	370	318	●	●	PUNCT
cpos-328	370	319	●	●	PUNCT
cpos-328	370	320	●	●	PUNCT
cpos-328	370	321	●	●	PUNCT
cpos-328	370	322	●	●	PUNCT
cpos-328	370	323	●	●	PUNCT
cpos-328	370	324	●	●	PUNCT
cpos-328	370	325	●	●	PUNCT
cpos-328	370	326	●	●	PUNCT
cpos-328	370	327	●	●	PUNCT
cpos-328	370	328	●	●	PUNCT
cpos-328	370	329	●	●	PUNCT
cpos-328	370	330	●	●	PUNCT
cpos-328	370	331	●	●	PUNCT
cpos-328	370	332	●	●	PUNCT
cpos-328	370	333	●	●	PUNCT
cpos-328	370	334	●	●	PUNCT
cpos-328	370	335	●	●	PUNCT
cpos-328	370	336	●	●	PUNCT
cpos-328	370	337	●	●	PUNCT
cpos-328	370	338	●	●	PUNCT
cpos-328	370	339	●	●	PUNCT
cpos-328	370	340	●	●	NUM
cpos-328	370	341	●	●	PUNCT
cpos-328	370	342	●	●	SYM
cpos-328	370	343	●	●	NUM
cpos-328	370	344	●	●	NUM
cpos-328	370	345	●	●	SYM
cpos-328	370	346	●	●	NUM
cpos-328	370	347	●	●	NUM
cpos-328	370	348	●	●	NUM
cpos-328	370	349	●	●	PUNCT
cpos-328	370	350	●	●	PUNCT
cpos-328	370	351	●	●	PUNCT
cpos-328	370	352	●	●	PUNCT
cpos-328	370	353	●	●	PUNCT
cpos-328	370	354	●	●	PUNCT
cpos-328	370	355	●	●	PUNCT
cpos-328	370	356	●	●	PUNCT
cpos-328	370	357	●	●	PUNCT
cpos-328	370	358	●	●	PUNCT
cpos-328	370	359	●	●	PUNCT
cpos-328	370	360	●	●	PUNCT
cpos-328	370	361	●	●	PUNCT
cpos-328	370	362	●	●	PUNCT
cpos-328	370	363	●	●	PUNCT
cpos-328	370	364	●	●	PUNCT
cpos-328	370	365	●	●	PUNCT
cpos-328	370	366	●	●	PUNCT
cpos-328	370	367	●	●	PUNCT
cpos-328	370	368	●	●	PUNCT
cpos-328	370	369	●	●	PUNCT
cpos-328	370	370	●	●	PUNCT
cpos-328	370	371	●	●	PUNCT
cpos-328	370	372	●	●	PUNCT
cpos-328	370	373	●	●	PUNCT
cpos-328	370	374	●	●	PUNCT
cpos-328	370	375	●	●	PUNCT
cpos-328	370	376	●	●	PUNCT
cpos-328	370	377	●	●	PUNCT
cpos-328	370	378	●	●	PUNCT
cpos-328	370	379	●	●	PUNCT
cpos-328	370	380	●	●	PUNCT
cpos-328	370	381	●	●	PUNCT
cpos-328	370	382	●	●	PUNCT
cpos-328	370	383	●	●	PUNCT
cpos-328	370	384	●	●	PUNCT
cpos-328	370	385	●	●	PUNCT
cpos-328	370	386	●	●	PUNCT
cpos-328	370	387	●	●	PUNCT
cpos-328	370	388	●	●	PUNCT
cpos-328	370	389	●	●	PUNCT
cpos-328	370	390	●	●	PUNCT
cpos-328	370	391	●	●	PUNCT
cpos-328	370	392	●	●	PUNCT
cpos-328	370	393	●	●	PUNCT
cpos-328	370	394	●	●	PUNCT
cpos-328	370	395	●	●	PUNCT
cpos-328	370	396	●	●	PUNCT
cpos-328	370	397	●	●	PUNCT
cpos-328	370	398	●	●	PUNCT
cpos-328	370	399	●	●	PUNCT
cpos-328	370	400	●	●	PUNCT
cpos-328	370	401	●	●	PUNCT
cpos-328	370	402	●	●	PUNCT
cpos-328	370	403	●	●	PUNCT
cpos-328	370	404	●	●	PUNCT
cpos-328	370	405	●	●	PUNCT
cpos-328	370	406	●	●	PUNCT
cpos-328	370	407	●	●	PUNCT
cpos-328	370	408	●	●	PUNCT
cpos-328	370	409	●	●	PUNCT
cpos-328	370	410	●	●	PUNCT
cpos-328	370	411	●	●	PUNCT
cpos-328	370	412	●	●	PUNCT
cpos-328	370	413	●	●	PUNCT
cpos-328	370	414	●	●	PUNCT
cpos-328	370	415	●	●	PUNCT
cpos-328	370	416	●	●	PUNCT
cpos-328	370	417	●	●	PUNCT
cpos-328	370	418	●	●	PUNCT
cpos-328	370	419	●	●	PUNCT
cpos-328	370	420	●	●	PUNCT
cpos-328	370	421	●	●	PUNCT
cpos-328	370	422	●	●	PUNCT
cpos-328	370	423	●	●	NUM
cpos-328	370	424	●	●	PUNCT
cpos-328	370	425	●	●	SYM
cpos-328	370	426	●	●	NUM
cpos-328	370	427	●	●	NUM
cpos-328	370	428	●	●	NUM
cpos-328	370	429	●	●	PUNCT
cpos-328	370	430	●	●	PUNCT
cpos-328	370	431	●	●	PUNCT
cpos-328	370	432	●	●	PUNCT
cpos-328	370	433	●	●	PUNCT
cpos-328	370	434	●	●	PUNCT
cpos-328	370	435	●	●	PUNCT
cpos-328	370	436	●	●	PUNCT
cpos-328	370	437	●	●	PUNCT
cpos-328	370	438	●	●	PUNCT
cpos-328	370	439	●	●	PUNCT
cpos-328	370	440	●	●	PUNCT
cpos-328	370	441	●	●	PUNCT
cpos-328	370	442	●	●	PUNCT
cpos-328	370	443	●	●	PUNCT
cpos-328	370	444	●	●	PUNCT
cpos-328	370	445	●	●	PUNCT
cpos-328	370	446	●	●	NUM
cpos-328	370	447	●	●	PUNCT
cpos-328	370	448	●	●	SYM
cpos-328	370	449	●	●	NUM
cpos-328	370	450	●	●	NUM
cpos-328	370	451	●	●	NUM
cpos-328	370	452	●	●	PUNCT
cpos-328	370	453	●	●	PUNCT
cpos-328	370	454	●	●	PUNCT
cpos-328	370	455	●	●	PUNCT
cpos-328	370	456	●	●	PUNCT
cpos-328	370	457	●	●	PUNCT
cpos-328	370	458	●	●	PUNCT
cpos-328	370	459	●	●	PUNCT
cpos-328	370	460	●	●	PUNCT
cpos-328	370	461	●	●	PUNCT
cpos-328	370	462	●	●	PUNCT
cpos-328	370	463	●	●	PUNCT
cpos-328	370	464	●	●	PUNCT
cpos-328	370	465	●	●	PUNCT
cpos-328	370	466	●	●	PUNCT
cpos-328	370	467	●	●	PUNCT
cpos-328	370	468	●	●	PUNCT
cpos-328	370	469	●	●	PUNCT
cpos-328	370	470	●	●	PUNCT
cpos-328	370	471	●	●	PUNCT
cpos-328	370	472	●	●	PUNCT
cpos-328	370	473	●	●	PUNCT
cpos-328	370	474	●	●	PUNCT
cpos-328	370	475	●	●	PUNCT
cpos-328	370	476	●	●	PUNCT
cpos-328	370	477	●	●	PUNCT
cpos-328	370	478	●	●	PUNCT
cpos-328	370	479	●	●	PUNCT
cpos-328	370	480	●	●	PUNCT
cpos-328	370	481	●	●	PUNCT
cpos-328	370	482	●	●	PUNCT
cpos-328	370	483	●	●	PUNCT
cpos-328	370	484	●	●	PUNCT
cpos-328	370	485	●	●	PUNCT
cpos-328	370	486	●	●	PUNCT
cpos-328	370	487	●	●	PUNCT
cpos-328	370	488	●	●	PUNCT
cpos-328	370	489	●	●	PUNCT
cpos-328	370	490	●	●	PUNCT
cpos-328	370	491	●	●	PUNCT
cpos-328	370	492	●	●	PUNCT
cpos-328	370	493	●	●	PUNCT
cpos-328	370	494	●	●	PUNCT
cpos-328	370	495	●	●	PUNCT
cpos-328	370	496	●	●	PUNCT
cpos-328	370	497	●	●	PUNCT
cpos-328	370	498	●	●	PUNCT
cpos-328	370	499	●	●	PUNCT
cpos-328	370	500	●	●	PUNCT
cpos-328	370	501	●	●	PUNCT
cpos-328	370	502	●	●	PUNCT
cpos-328	370	503	●	●	PUNCT
cpos-328	370	504	●	●	PUNCT
cpos-328	370	505	●	●	PUNCT
cpos-328	370	506	●	●	PUNCT
cpos-328	370	507	●	●	PUNCT
cpos-328	370	508	●	●	PUNCT
cpos-328	370	509	●	●	PUNCT
cpos-328	370	510	●	●	PUNCT
cpos-328	370	511	●	●	PUNCT
cpos-328	370	512	●	●	PUNCT
cpos-328	370	513	●	●	PUNCT
cpos-328	370	514	●	●	PUNCT
cpos-328	370	515	●	●	PUNCT
cpos-328	370	516	●	●	PUNCT
cpos-328	370	517	●	●	PUNCT
cpos-328	370	518	●	●	PUNCT
cpos-328	370	519	●	●	PUNCT
cpos-328	370	520	●	●	PUNCT
cpos-328	370	521	●	●	PUNCT
cpos-328	370	522	●	●	PUNCT
cpos-328	370	523	●	●	PUNCT
cpos-328	370	524	●	●	PUNCT
cpos-328	370	525	●	●	PUNCT
cpos-328	370	526	●	●	PUNCT
cpos-328	370	527	●	●	PUNCT
cpos-328	370	528	●	●	PUNCT
cpos-328	370	529	●	●	PUNCT
cpos-328	370	530	●	●	PUNCT
cpos-328	370	531	●	●	PUNCT
cpos-328	370	532	●	●	PUNCT
cpos-328	370	533	●	●	PUNCT
cpos-328	370	534	●	●	PUNCT
cpos-328	370	535	●	●	PUNCT
cpos-328	370	536	●	●	PUNCT
cpos-328	370	537	●	●	PUNCT
cpos-328	370	538	●	●	PUNCT
cpos-328	370	539	●	●	PUNCT
cpos-328	370	540	●	●	PUNCT
cpos-328	370	541	●	●	PUNCT
cpos-328	370	542	●	●	PUNCT
cpos-328	370	543	●	●	PUNCT
cpos-328	370	544	●	●	PUNCT
cpos-328	370	545	●	●	PUNCT
cpos-328	370	546	●	●	PUNCT
cpos-328	370	547	●	●	PUNCT
cpos-328	370	548	●	●	PUNCT
cpos-328	370	549	●	●	PUNCT
cpos-328	370	550	●	●	PUNCT
cpos-328	370	551	●	●	PUNCT
cpos-328	370	552	●	●	PUNCT
cpos-328	370	553	●	●	PUNCT
cpos-328	370	554	●	●	PUNCT
cpos-328	370	555	●	●	PUNCT
cpos-328	370	556	●	●	PUNCT
cpos-328	370	557	●	●	PUNCT
cpos-328	370	558	●	●	PUNCT
cpos-328	370	559	●	●	PUNCT
cpos-328	370	560	●	●	PUNCT
cpos-328	370	561	●	●	PUNCT
cpos-328	370	562	●	●	PUNCT
cpos-328	370	563	●	●	PUNCT
cpos-328	370	564	●	●	PUNCT
cpos-328	370	565	●	●	PUNCT
cpos-328	370	566	●	●	PUNCT
cpos-328	370	567	●	●	PUNCT
cpos-328	370	568	●	●	PUNCT
cpos-328	370	569	●	●	PUNCT
cpos-328	370	570	●	●	PUNCT
cpos-328	370	571	●	●	PUNCT
cpos-328	370	572	●	●	PUNCT
cpos-328	370	573	●	●	PUNCT
cpos-328	370	574	●	●	PUNCT
cpos-328	370	575	●	●	PUNCT
cpos-328	370	576	●	●	PUNCT
cpos-328	370	577	●	●	PUNCT
cpos-328	370	578	●	●	PUNCT
cpos-328	370	579	●	●	PUNCT
cpos-328	370	580	●	●	PUNCT
cpos-328	370	581	●	●	PUNCT
cpos-328	370	582	●	●	PUNCT
cpos-328	370	583	●	●	PUNCT
cpos-328	370	584	●	●	PUNCT
cpos-328	370	585	●	●	PUNCT
cpos-328	370	586	●	●	PUNCT
cpos-328	370	587	●	●	PUNCT
cpos-328	370	588	●	●	PUNCT
cpos-328	370	589	●	●	PUNCT
cpos-328	370	590	●	●	PUNCT
cpos-328	370	591	●	●	PUNCT
cpos-328	370	592	●	●	PUNCT
cpos-328	370	593	●	●	PUNCT
cpos-328	370	594	●	●	PUNCT
cpos-328	370	595	●	●	PUNCT
cpos-328	370	596	●	●	PUNCT
cpos-328	370	597	●	●	PUNCT
cpos-328	370	598	●	●	PUNCT
cpos-328	370	599	●	●	PUNCT
cpos-328	370	600	●	●	NUM
cpos-328	370	601	●	●	PUNCT
cpos-328	370	602	●	●	SYM
cpos-328	370	603	●	●	NUM
cpos-328	370	604	●	●	NUM
cpos-328	370	605	●	●	NUM
cpos-328	370	606	●	●	PUNCT
cpos-328	370	607	●	●	PUNCT
cpos-328	370	608	●	●	PUNCT
cpos-328	370	609	●	●	PUNCT
cpos-328	370	610	●	●	PUNCT
cpos-328	370	611	●	●	PUNCT
cpos-328	370	612	●	●	PUNCT
cpos-328	370	613	●	●	PUNCT
cpos-328	370	614	●	●	PUNCT
cpos-328	370	615	●	●	NUM
cpos-328	370	616	●	●	PUNCT
cpos-328	370	617	●	●	SYM
cpos-328	370	618	●	●	NUM
cpos-328	370	619	●	●	NUM
cpos-328	370	620	●	●	NUM
cpos-328	370	621	●	●	PUNCT
cpos-328	370	622	●	●	PUNCT
cpos-328	370	623	●	●	PUNCT
cpos-328	370	624	●	●	PUNCT
cpos-328	370	625	●	●	PUNCT
cpos-328	370	626	●	●	PUNCT
cpos-328	370	627	●	●	PUNCT
cpos-328	370	628	●	●	PUNCT
cpos-328	370	629	●	●	PUNCT
cpos-328	370	630	●	●	PUNCT
cpos-328	370	631	●	●	PUNCT
cpos-328	370	632	●	●	PUNCT
cpos-328	370	633	●	●	PUNCT
cpos-328	370	634	●	●	PUNCT
cpos-328	370	635	●	●	PUNCT
cpos-328	370	636	●	●	PUNCT
cpos-328	370	637	●	●	PUNCT
cpos-328	370	638	●	●	PUNCT
cpos-328	370	639	●	●	PUNCT
cpos-328	370	640	●	●	PUNCT
cpos-328	370	641	●	●	NUM
cpos-328	370	642	●	●	NUM
cpos-328	370	643	−2	−2	NOUN
cpos-328	370	644	−1	−1	NOUN
cpos-328	370	645	0	0	NUM
cpos-328	370	646	1	1	NUM
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cpos-328	370	648	3	3	NUM
cpos-328	370	649	−4	−4	NOUN
cpos-328	370	650	−2	−2	NOUN
cpos-328	370	651	0	0	NUM
cpos-328	370	652	2	2	NUM
cpos-328	370	653	4	4	NUM
cpos-328	370	654	predicted	predict	VERB
cpos-328	370	655	values	value	NOUN
cpos-328	370	656	o	o	INTJ
cpos-328	370	657	bs	bs	INTJ
cpos-328	370	658	er	er	INTJ
cpos-328	370	659	ve	ve	PROPN
cpos-328	370	660	d	d	PROPN
cpos-328	370	661	va	va	PROPN
cpos-328	370	662	lu	lu	PROPN
cpos-328	370	663	es	es	PROPN
cpos-328	370	664	source	source	NOUN
cpos-328	370	665	:	:	PUNCT
cpos-328	370	666	own	own	ADJ
cpos-328	370	667	calculations	calculation	NOUN
cpos-328	370	668	how	how	SCONJ
cpos-328	370	669	well	well	ADV
cpos-328	370	670	can	can	AUX
cpos-328	370	671	the	the	DET
cpos-328	370	672	migration	migration	NOUN
cpos-328	370	673	component	component	NOUN
cpos-328	370	674	of	of	ADP
cpos-328	370	675	regional	regional	ADJ
cpos-328	370	676	population	population	NOUN
cpos-328	370	677	change	change	NOUN
cpos-328	370	678	be	be	AUX
cpos-328	370	679	predicted	predict	VERB
cpos-328	370	680	?	?	PUNCT
cpos-328	371	1	•	•	NUM
cpos-328	371	2	167	167	NUM
cpos-328	371	3	fi	fi	NOUN
cpos-328	371	4	g	g	NOUN
cpos-328	371	5	.	.	PUNCT
cpos-328	372	1	1	1	NUM
cpos-328	372	2	1	1	NUM
cpos-328	372	3	:	:	PUNCT
cpos-328	372	4	e	e	PROPN
cpos-328	372	5	xe	xe	PROPN
cpos-328	372	6	m	m	PROPN
cpos-328	372	7	p	p	PROPN
cpos-328	372	8	la	la	X
cpos-328	372	9	ry	ry	PROPN
cpos-328	372	10	d	d	PROPN
cpos-328	372	11	ec	ec	PROPN
cpos-328	372	12	is	be	AUX
cpos-328	372	13	io	io	PROPN
cpos-328	372	14	n	n	ADV
cpos-328	372	15	tr	tr	NOUN
cpos-328	372	16	ee	ee	VERB
cpos-328	372	17	fo	fo	INTJ
cpos-328	372	18	r	r	NOUN
cpos-328	372	19	th	th	X
cpos-328	372	20	e	e	NOUN
cpos-328	372	21	m	m	NOUN
cpos-328	372	22	ig	ig	INTJ
cpos-328	372	23	ra	ra	PROPN
cpos-328	372	24	tio	tio	NOUN
cpos-328	373	1	n	n	ADV
cpos-328	373	2	ra	ra	INTJ
cpos-328	374	1	te	te	ADP
cpos-328	374	2	a	a	DET
cpos-328	374	3	m	m	NOUN
cpos-328	374	4	o	o	NOUN
cpos-328	374	5	ng	ng	PROPN
cpos-328	375	1	p	p	PROPN
cpos-328	375	2	eo	eo	PROPN
cpos-328	376	1	p	p	X
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cpos-328	376	3	a	a	DET
cpos-328	376	4	g	g	NOUN
cpos-328	376	5	ed	ed	NOUN
cpos-328	376	6	1	1	NUM
cpos-328	376	7	8	8	NUM
cpos-328	376	8	to	to	PART
cpos-328	376	9	2	2	NUM
cpos-328	376	10	4	4	NUM
cpos-328	376	11	ye	ye	NUM
cpos-328	376	12	ar	ar	PROPN
cpos-328	376	13	s	s	PROPN
cpos-328	376	14	s	s	PART
cpos-328	376	15	o	o	X
cpos-328	376	16	ur	ur	INTJ
cpos-328	376	17	ce	ce	PROPN
cpos-328	376	18	:	:	PUNCT
cpos-328	377	1	o	o	X
cpos-328	377	2	w	w	NOUN
cpos-328	377	3	n	n	VERB
cpos-328	377	4	ca	can	AUX
cpos-328	377	5	lc	lc	PROPN
cpos-328	377	6	ul	ul	INTJ
cpos-328	377	7	at	at	ADP
cpos-328	377	8	io	io	PROPN
cpos-328	377	9	ns	ns	NUM
cpos-328	377	10	sh	sh	PROPN
cpos-328	377	11	ar	ar	PROPN
cpos-328	377	12	e	e	PROPN
cpos-328	377	13	of	of	ADP
cpos-328	377	14	fo	fo	INTJ
cpos-328	377	15	re	re	VERB
cpos-328	377	16	ig	ig	PROPN
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cpos-328	377	19	p	p	X
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cpos-328	377	21	0	0	NUM
cpos-328	377	22	.	.	NOUN
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cpos-328	378	1	1	1	NUM
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cpos-328	379	6	1	1	NUM
cpos-328	379	7	sh	sh	PROPN
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cpos-328	379	9	e	e	PROPN
cpos-328	379	10	of	of	ADP
cpos-328	379	11	s	s	NOUN
cpos-328	379	12	ea	ea	PROPN
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cpos-328	379	23	.	.	NOUN
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cpos-328	379	25	1	1	NUM
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cpos-328	379	28	−1	−1	NOUN
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cpos-328	379	31	>	>	PUNCT
cpos-328	379	32	−1	−1	NOUN
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cpos-328	379	37	e	e	X
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cpos-328	379	39	(	(	PUNCT
cpos-328	379	40	n	n	NOUN
cpos-328	379	41	=	=	SYM
cpos-328	379	42	5	5	NUM
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cpos-328	379	45	●	●	SYM
cpos-328	379	46	●	●	NUM
cpos-328	379	47	●	●	NUM
cpos-328	379	48	●	●	NUM
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cpos-328	379	54	x	x	X
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cpos-328	379	56	ve	ve	VERB
cpos-328	379	57	nu	nu	X
cpos-328	379	58	e	e	PROPN
cpos-328	379	59	in	in	ADP
cpos-328	379	60	m	m	PROPN
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cpos-328	379	62	ic	ic	PROPN
cpos-328	379	63	ip	ip	PROPN
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cpos-328	379	69	.	.	NOUN
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cpos-328	379	74	−0	−0	NOUN
cpos-328	379	75	.4	.4	NUM
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cpos-328	382	18	●	●	NUM
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cpos-328	382	35	●	●	NUM
cpos-328	382	36	●	●	NUM
cpos-328	382	37	●	●	NUM
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cpos-328	386	8	1	1	NUM
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cpos-328	386	22	●	●	NUM
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cpos-328	386	24	n	n	PRON
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cpos-328	386	34	●	●	NOUN
cpos-328	386	35	●	●	NUM
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cpos-328	386	37	n	n	PRON
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cpos-328	386	62	h	h	NOUN
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cpos-328	389	5	.	.	PUNCT
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cpos-328	390	2	0	0	X
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cpos-328	391	1	sh	sh	PROPN
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cpos-328	391	17	.	.	NOUN
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cpos-328	392	1	1	1	NUM
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cpos-328	392	4	0	0	NUM
cpos-328	392	5	.	.	PUNCT
cpos-328	393	1	53	53	NUM
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cpos-328	393	4	.	.	X
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cpos-328	394	17	●	●	NUM
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cpos-328	394	23	(	(	PUNCT
cpos-328	394	24	n	n	NOUN
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cpos-328	394	34	●	●	NUM
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cpos-328	394	36	sh	sh	PROPN
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cpos-328	394	41	ea	ea	PROPN
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cpos-328	394	51	0	0	NUM
cpos-328	394	52	.	.	NOUN
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cpos-328	395	8	−0	−0	NOUN
cpos-328	395	9	.0	.0	NUM
cpos-328	395	10	1	1	NUM
cpos-328	395	11	n	n	NUM
cpos-328	395	12	od	od	NOUN
cpos-328	395	13	e	e	PROPN
cpos-328	395	14	20	20	NUM
cpos-328	395	15	(	(	PUNCT
cpos-328	395	16	n	n	NOUN
cpos-328	395	17	=	=	SYM
cpos-328	395	18	4	4	NUM
cpos-328	395	19	57	57	NUM
cpos-328	395	20	)	)	PUNCT
cpos-328	395	21	●	●	PUNCT
cpos-328	395	22	●	●	NUM
cpos-328	395	23	●	●	NUM
cpos-328	395	24	●	●	NOUN
cpos-328	395	25	●	●	NUM
cpos-328	395	26	●	●	NUM
cpos-328	395	27	●	●	NUM
cpos-328	395	28	−4−2024	−4−2024	NOUN
cpos-328	395	29	n	n	PRON
cpos-328	395	30	od	od	PROPN
cpos-328	395	31	e	e	X
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cpos-328	395	33	(	(	PUNCT
cpos-328	395	34	n	n	NOUN
cpos-328	395	35	=	=	SYM
cpos-328	395	36	2	2	NUM
cpos-328	395	37	42	42	NUM
cpos-328	395	38	)	)	PUNCT
cpos-328	396	1	●	●	PUNCT
cpos-328	396	2	●	●	NUM
cpos-328	396	3	●	●	NUM
cpos-328	396	4	−4−2024	−4−2024	NOUN
cpos-328	396	5	•	•	NOUN
cpos-328	396	6	hannes	hannes	PROPN
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cpos-328	396	10	.	.	PUNCT
cpos-328	397	1	1	1	NUM
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cpos-328	397	4	e	e	PROPN
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cpos-328	397	8	la	la	X
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cpos-328	397	10	d	d	PROPN
cpos-328	397	11	ec	ec	PROPN
cpos-328	397	12	is	be	AUX
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cpos-328	397	17	fo	fo	INTJ
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cpos-328	397	20	e	e	X
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cpos-328	397	22	m	m	VERB
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cpos-328	397	28	3	3	NUM
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cpos-328	401	5	.	.	NOUN
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cpos-328	401	10	0	0	NUM
cpos-328	401	11	.	.	PUNCT
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cpos-328	402	4	.	.	NUM
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cpos-328	403	21	.	.	NOUN
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cpos-328	406	39	●	●	NOUN
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cpos-328	406	42	●	●	NUM
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cpos-328	407	17	●	●	NUM
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cpos-328	407	34	●	●	NUM
cpos-328	407	35	●	●	NUM
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cpos-328	407	37	●	●	NUM
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cpos-328	407	49	t	t	PROPN
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cpos-328	409	10	1	1	NUM
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cpos-328	409	20	)	)	PUNCT
cpos-328	409	21	●	●	SYM
cpos-328	409	22	●	●	NUM
cpos-328	409	23	●	●	NUM
cpos-328	409	24	●	●	NOUN
cpos-328	409	25	●	●	NUM
cpos-328	409	26	●	●	NUM
cpos-328	409	27	●	●	SYM
cpos-328	409	28	●	●	NUM
cpos-328	409	29	●	●	NUM
cpos-328	409	30	●	●	NUM
cpos-328	409	31	●	●	NOUN
cpos-328	409	32	●	●	NOUN
cpos-328	409	33	●	●	NUM
cpos-328	409	34	●	●	NUM
cpos-328	409	35	●	●	NUM
cpos-328	409	36	−4−2024	−4−2024	NOUN
cpos-328	409	37	n	n	PRON
cpos-328	409	38	od	od	PROPN
cpos-328	409	39	e	e	X
cpos-328	409	40	13	13	NUM
cpos-328	409	41	(	(	PUNCT
cpos-328	409	42	n	n	NOUN
cpos-328	409	43	=	=	SYM
cpos-328	409	44	2	2	NUM
cpos-328	409	45	47	47	NUM
cpos-328	409	46	)	)	PUNCT
cpos-328	409	47	●	●	PUNCT
cpos-328	409	48	●	●	NUM
cpos-328	409	49	●	●	NUM
cpos-328	409	50	●	●	NUM
cpos-328	409	51	●	●	NUM
cpos-328	409	52	−4−2024	−4−2024	NOUN
cpos-328	409	53	n	n	PRON
cpos-328	409	54	od	od	ADP
cpos-328	409	55	e	e	PROPN
cpos-328	409	56	14	14	NUM
cpos-328	409	57	(	(	PUNCT
cpos-328	409	58	n	n	NOUN
cpos-328	409	59	=	=	SYM
cpos-328	409	60	6	6	NUM
cpos-328	409	61	0	0	NUM
cpos-328	409	62	)	)	PUNCT
cpos-328	409	63	−4−2024	−4−2024	NOUN
cpos-328	409	64	u	u	PROPN
cpos-328	409	65	ne	ne	VERB
cpos-328	409	66	m	m	VERB
cpos-328	409	67	pl	pl	PROPN
cpos-328	409	68	oy	oy	NUM
cpos-328	409	69	m	m	PROPN
cpos-328	409	70	en	en	ADP
cpos-328	409	71	t	t	NOUN
cpos-328	409	72	r	r	NOUN
cpos-328	409	73	at	at	ADP
cpos-328	409	74	e	e	X
cpos-328	409	75	p	p	X
cpos-328	409	76	<	<	X
cpos-328	409	77	0	0	NUM
cpos-328	409	78	.	.	NOUN
cpos-328	409	79	00	00	NUM
cpos-328	409	80	1	1	NUM
cpos-328	409	81	15	15	NUM
cpos-328	409	82	≤	≤	NUM
cpos-328	409	83	1	1	NUM
cpos-328	409	84	.	.	PUNCT
cpos-328	409	85	34	34	NUM
cpos-328	409	86	>	>	SYM
cpos-328	409	87	1	1	NUM
cpos-328	409	88	.	.	X
cpos-328	409	89	34	34	NUM
cpos-328	409	90	sh	sh	PROPN
cpos-328	409	91	ar	ar	PROPN
cpos-328	409	92	e	e	PROPN
cpos-328	409	93	of	of	ADP
cpos-328	409	94	h	h	NOUN
cpos-328	409	95	ig	ig	PROPN
cpos-328	409	96	hl	hl	PROPN
cpos-328	409	97	y	y	PROPN
cpos-328	409	98	qu	qu	PROPN
cpos-328	409	99	al	al	PROPN
cpos-328	409	100	ifi	ifi	PROPN
cpos-328	409	101	ed	ed	PROPN
cpos-328	409	102	w	w	PROPN
cpos-328	409	103	or	or	CCONJ
cpos-328	409	104	ke	ke	NOUN
cpos-328	409	105	rs	rs	NOUN
cpos-328	409	106	p	p	X
cpos-328	409	107	<	<	X
cpos-328	409	108	0	0	NUM
cpos-328	409	109	.	.	NOUN
cpos-328	409	110	00	00	NUM
cpos-328	410	1	1	1	NUM
cpos-328	410	2	16	16	NUM
cpos-328	410	3	≤	≤	NUM
cpos-328	410	4	0	0	NUM
cpos-328	410	5	.	.	PUNCT
cpos-328	410	6	84	84	NUM
cpos-328	410	7	>	>	X
cpos-328	410	8	0	0	NUM
cpos-328	410	9	.	.	X
cpos-328	410	10	84	84	NUM
cpos-328	410	11	n	n	CCONJ
cpos-328	410	12	od	od	NUM
cpos-328	410	13	e	e	PROPN
cpos-328	410	14	17	17	NUM
cpos-328	410	15	(	(	PUNCT
cpos-328	410	16	n	n	NOUN
cpos-328	410	17	=	=	SYM
cpos-328	410	18	2	2	NUM
cpos-328	410	19	40	40	NUM
cpos-328	410	20	)	)	PUNCT
cpos-328	411	1	●	●	PUNCT
cpos-328	411	2	●	●	PUNCT
cpos-328	411	3	●	●	NUM
cpos-328	411	4	●	●	NUM
cpos-328	411	5	●	●	NUM
cpos-328	411	6	●	●	NUM
cpos-328	411	7	●	●	NUM
cpos-328	411	8	●	●	NUM
cpos-328	411	9	●	●	NUM
cpos-328	411	10	−4−2024	−4−2024	NOUN
cpos-328	411	11	n	n	PRON
cpos-328	411	12	od	od	PROPN
cpos-328	411	13	e	e	PROPN
cpos-328	411	14	18	18	NUM
cpos-328	411	15	(	(	PUNCT
cpos-328	411	16	n	n	NOUN
cpos-328	411	17	=	=	SYM
cpos-328	411	18	5	5	NUM
cpos-328	411	19	1	1	NUM
cpos-328	411	20	)	)	PUNCT
cpos-328	412	1	●	●	SYM
cpos-328	412	2	●	●	NUM
cpos-328	412	3	●	●	NUM
cpos-328	412	4	●	●	NUM
cpos-328	412	5	−4−2024	−4−2024	NOUN
cpos-328	412	6	u	u	PROPN
cpos-328	412	7	ne	ne	VERB
cpos-328	412	8	m	m	VERB
cpos-328	412	9	pl	pl	PROPN
cpos-328	412	10	oy	oy	NUM
cpos-328	412	11	m	m	PROPN
cpos-328	412	12	en	en	ADP
cpos-328	412	13	t	t	NOUN
cpos-328	412	14	r	r	NOUN
cpos-328	412	15	at	at	ADP
cpos-328	412	16	e	e	X
cpos-328	412	17	p	p	X
cpos-328	412	18	<	<	X
cpos-328	412	19	0	0	NUM
cpos-328	412	20	.	.	NOUN
cpos-328	412	21	00	00	NUM
cpos-328	413	1	1	1	NUM
cpos-328	413	2	19	19	NUM
cpos-328	413	3	≤	≤	NUM
cpos-328	413	4	1	1	NUM
cpos-328	413	5	.	.	PUNCT
cpos-328	413	6	87	87	NUM
cpos-328	413	7	>	>	SYM
cpos-328	413	8	1	1	NUM
cpos-328	413	9	.	.	X
cpos-328	413	10	87	87	NUM
cpos-328	413	11	n	n	CCONJ
cpos-328	413	12	od	od	NUM
cpos-328	413	13	e	e	PROPN
cpos-328	413	14	20	20	NUM
cpos-328	413	15	(	(	PUNCT
cpos-328	413	16	n	n	NOUN
cpos-328	413	17	=	=	SYM
cpos-328	413	18	1	1	NUM
cpos-328	413	19	96	96	NUM
cpos-328	413	20	)	)	PUNCT
cpos-328	413	21	●	●	PUNCT
cpos-328	413	22	●	●	PUNCT
cpos-328	413	23	●	●	NUM
cpos-328	413	24	●	●	NUM
cpos-328	413	25	●	●	NUM
cpos-328	413	26	●	●	NUM
cpos-328	413	27	●	●	NOUN
cpos-328	413	28	−4−2024	−4−2024	NOUN
cpos-328	413	29	n	n	PRON
cpos-328	413	30	od	od	PROPN
cpos-328	413	31	e	e	X
cpos-328	413	32	21	21	NUM
cpos-328	413	33	(	(	PUNCT
cpos-328	413	34	n	n	NOUN
cpos-328	413	35	=	=	SYM
cpos-328	413	36	7	7	NUM
cpos-328	413	37	6	6	NUM
cpos-328	413	38	)	)	PUNCT
cpos-328	413	39	−4−2024	−4−2024	NOUN
cpos-328	413	40	how	how	SCONJ
cpos-328	413	41	well	well	ADV
cpos-328	413	42	can	can	AUX
cpos-328	413	43	the	the	DET
cpos-328	413	44	migration	migration	NOUN
cpos-328	413	45	component	component	NOUN
cpos-328	413	46	of	of	ADP
cpos-328	413	47	regional	regional	ADJ
cpos-328	413	48	population	population	NOUN
cpos-328	413	49	change	change	NOUN
cpos-328	413	50	be	be	AUX
cpos-328	413	51	predicted	predict	VERB
cpos-328	413	52	?	?	PUNCT
cpos-328	414	1	•	•	NUM
cpos-328	414	2	169	169	NUM
cpos-328	414	3	6	6	NUM
cpos-328	414	4	conclusions	conclusion	NOUN
cpos-328	414	5	how	how	SCONJ
cpos-328	414	6	useful	useful	ADJ
cpos-328	414	7	are	be	AUX
cpos-328	414	8	regional	regional	ADJ
cpos-328	414	9	demographic	demographic	ADJ
cpos-328	414	10	forecasts	forecast	NOUN
cpos-328	414	11	?	?	PUNCT
cpos-328	415	1	recent	recent	ADJ
cpos-328	415	2	trends	trend	NOUN
cpos-328	415	3	in	in	ADP
cpos-328	415	4	local	local	ADJ
cpos-328	415	5	population	population	NOUN
cpos-328	415	6	growth	growth	NOUN
cpos-328	415	7	have	have	AUX
cpos-328	415	8	disproved	disprove	VERB
cpos-328	415	9	many	many	ADJ
cpos-328	415	10	predictions	prediction	NOUN
cpos-328	415	11	which	which	PRON
cpos-328	415	12	assumed	assume	VERB
cpos-328	415	13	that	that	SCONJ
cpos-328	415	14	most	most	ADJ
cpos-328	415	15	german	german	ADJ
cpos-328	415	16	districts	district	NOUN
cpos-328	415	17	would	would	AUX
cpos-328	415	18	experience	experience	VERB
cpos-328	415	19	population	population	NOUN
cpos-328	415	20	decline	decline	VERB
cpos-328	415	21	rather	rather	ADV
cpos-328	415	22	than	than	ADP
cpos-328	415	23	growth	growth	NOUN
cpos-328	415	24	.	.	PUNCT
cpos-328	416	1	just	just	ADV
cpos-328	416	2	a	a	DET
cpos-328	416	3	few	few	ADJ
cpos-328	416	4	years	year	NOUN
cpos-328	416	5	ago	ago	ADV
cpos-328	416	6	,	,	PUNCT
cpos-328	416	7	given	give	VERB
cpos-328	416	8	the	the	DET
cpos-328	416	9	demographic	demographic	ADJ
cpos-328	416	10	outlook	outlook	NOUN
cpos-328	416	11	,	,	PUNCT
cpos-328	416	12	public	public	ADJ
cpos-328	416	13	housing	housing	NOUN
cpos-328	416	14	projects	project	NOUN
cpos-328	416	15	were	be	AUX
cpos-328	416	16	abandoned	abandon	VERB
cpos-328	416	17	,	,	PUNCT
cpos-328	416	18	schools	school	NOUN
cpos-328	416	19	were	be	AUX
cpos-328	416	20	closed	close	VERB
cpos-328	416	21	and	and	CCONJ
cpos-328	416	22	fewer	few	ADJ
cpos-328	416	23	teachers	teacher	NOUN
cpos-328	416	24	were	be	AUX
cpos-328	416	25	hired	hire	VERB
cpos-328	416	26	in	in	ADP
cpos-328	416	27	many	many	ADJ
cpos-328	416	28	regions	region	NOUN
cpos-328	416	29	.	.	PUNCT
cpos-328	417	1	now	now	ADV
cpos-328	417	2	,	,	PUNCT
cpos-328	417	3	by	by	ADP
cpos-328	417	4	contrast	contrast	NOUN
cpos-328	417	5	,	,	PUNCT
cpos-328	417	6	as	as	ADP
cpos-328	417	7	a	a	DET
cpos-328	417	8	consequence	consequence	NOUN
cpos-328	417	9	of	of	ADP
cpos-328	417	10	considerable	considerable	ADJ
cpos-328	417	11	population	population	NOUN
cpos-328	417	12	growth	growth	NOUN
cpos-328	417	13	throughout	throughout	ADP
cpos-328	417	14	most	most	ADJ
cpos-328	417	15	of	of	ADP
cpos-328	417	16	germany	germany	PROPN
cpos-328	417	17	,	,	PUNCT
cpos-328	417	18	there	there	PRON
cpos-328	417	19	is	be	VERB
cpos-328	417	20	a	a	DET
cpos-328	417	21	severe	severe	ADJ
cpos-328	417	22	shortage	shortage	NOUN
cpos-328	417	23	of	of	ADP
cpos-328	417	24	housing	housing	NOUN
cpos-328	417	25	,	,	PUNCT
cpos-328	417	26	too	too	ADV
cpos-328	417	27	few	few	ADJ
cpos-328	417	28	kindergarten	kindergarten	NOUN
cpos-328	417	29	teachers	teacher	NOUN
cpos-328	417	30	and	and	CCONJ
cpos-328	417	31	nurses	nurse	NOUN
cpos-328	417	32	,	,	PUNCT
cpos-328	417	33	and	and	CCONJ
cpos-328	417	34	overcrowded	overcrowded	ADJ
cpos-328	417	35	public	public	ADJ
cpos-328	417	36	transport	transport	NOUN
cpos-328	417	37	,	,	PUNCT
cpos-328	417	38	roads	road	NOUN
cpos-328	417	39	,	,	PUNCT
cpos-328	417	40	and	and	CCONJ
cpos-328	417	41	hospitals	hospital	NOUN
cpos-328	417	42	.	.	PUNCT
cpos-328	418	1	it	it	PRON
cpos-328	418	2	is	be	AUX
cpos-328	418	3	therefore	therefore	ADV
cpos-328	418	4	obvious	obvious	ADJ
cpos-328	418	5	that	that	SCONJ
cpos-328	418	6	short	short	ADJ
cpos-328	418	7	and	and	CCONJ
cpos-328	418	8	medium	medium	ADJ
cpos-328	418	9	-	-	PUNCT
cpos-328	418	10	term	term	NOUN
cpos-328	418	11	demographic	demographic	ADJ
cpos-328	418	12	forecasts	forecast	NOUN
cpos-328	418	13	,	,	PUNCT
cpos-328	418	14	if	if	SCONJ
cpos-328	418	15	reliable	reliable	ADJ
cpos-328	418	16	,	,	PUNCT
cpos-328	418	17	would	would	AUX
cpos-328	418	18	be	be	AUX
cpos-328	418	19	a	a	DET
cpos-328	418	20	useful	useful	ADJ
cpos-328	418	21	tool	tool	NOUN
cpos-328	418	22	for	for	ADP
cpos-328	418	23	local	local	ADJ
cpos-328	418	24	policy	policy	NOUN
cpos-328	418	25	-	-	PUNCT
cpos-328	418	26	makers	maker	NOUN
cpos-328	418	27	.	.	PUNCT
cpos-328	419	1	how	how	SCONJ
cpos-328	419	2	well	well	ADV
cpos-328	419	3	,	,	PUNCT
cpos-328	419	4	then	then	ADV
cpos-328	419	5	,	,	PUNCT
cpos-328	419	6	can	can	AUX
cpos-328	419	7	municipal	municipal	ADJ
cpos-328	419	8	migration	migration	NOUN
cpos-328	419	9	and	and	CCONJ
cpos-328	419	10	residential	residential	ADJ
cpos-328	419	11	mobility	mobility	NOUN
cpos-328	419	12	be	be	AUX
cpos-328	419	13	predicted	predict	VERB
cpos-328	419	14	fi	fi	NOUN
cpos-328	419	15	ve	ve	NOUN
cpos-328	419	16	to	to	PART
cpos-328	419	17	ten	ten	NUM
cpos-328	419	18	years	year	NOUN
cpos-328	419	19	into	into	ADP
cpos-328	419	20	the	the	DET
cpos-328	419	21	future	future	NOUN
cpos-328	419	22	?	?	PUNCT
cpos-328	420	1	in	in	ADP
cpos-328	420	2	general	general	ADJ
cpos-328	420	3	,	,	PUNCT
cpos-328	420	4	this	this	PRON
cpos-328	420	5	proves	prove	VERB
cpos-328	420	6	to	to	PART
cpos-328	420	7	be	be	AUX
cpos-328	420	8	very	very	ADV
cpos-328	420	9	diffi	diffi	ADJ
cpos-328	420	10	cult	cult	NOUN
cpos-328	420	11	,	,	PUNCT
cpos-328	420	12	even	even	ADV
cpos-328	420	13	with	with	ADP
cpos-328	420	14	sophisticated	sophisticated	ADJ
cpos-328	420	15	methods	method	NOUN
cpos-328	420	16	and	and	CCONJ
cpos-328	420	17	detailed	detailed	ADJ
cpos-328	420	18	data	datum	NOUN
cpos-328	420	19	at	at	ADP
cpos-328	420	20	the	the	DET
cpos-328	420	21	municipal	municipal	ADJ
cpos-328	420	22	level	level	NOUN
cpos-328	420	23	.	.	PUNCT
cpos-328	421	1	the	the	DET
cpos-328	421	2	main	main	ADJ
cpos-328	421	3	reason	reason	NOUN
cpos-328	421	4	for	for	ADP
cpos-328	421	5	this	this	PRON
cpos-328	421	6	is	be	AUX
cpos-328	421	7	the	the	DET
cpos-328	421	8	volatility	volatility	NOUN
cpos-328	421	9	of	of	ADP
cpos-328	421	10	international	international	ADJ
cpos-328	421	11	migration	migration	NOUN
cpos-328	421	12	over	over	ADP
cpos-328	421	13	time	time	NOUN
cpos-328	421	14	.	.	PUNCT
cpos-328	422	1	whereas	whereas	SCONJ
cpos-328	422	2	in	in	ADP
cpos-328	422	3	the	the	DET
cpos-328	422	4	late	late	ADJ
cpos-328	422	5	2000s	2000s	NUM
cpos-328	422	6	,	,	PUNCT
cpos-328	422	7	net	net	ADJ
cpos-328	422	8	migration	migration	NOUN
cpos-328	422	9	to	to	ADP
cpos-328	422	10	germany	germany	PROPN
cpos-328	422	11	was	be	AUX
cpos-328	422	12	close	close	ADJ
cpos-328	422	13	to	to	ADP
cpos-328	422	14	zero	zero	NUM
cpos-328	422	15	or	or	CCONJ
cpos-328	422	16	even	even	ADV
cpos-328	422	17	negative	negative	ADJ
cpos-328	422	18	,	,	PUNCT
cpos-328	422	19	an	an	DET
cpos-328	422	20	all	all	DET
cpos-328	422	21	-	-	PUNCT
cpos-328	422	22	time	time	NOUN
cpos-328	422	23	high	high	ADJ
cpos-328	422	24	was	be	AUX
cpos-328	422	25	recorded	record	VERB
cpos-328	422	26	just	just	ADV
cpos-328	422	27	a	a	DET
cpos-328	422	28	few	few	ADJ
cpos-328	422	29	years	year	NOUN
cpos-328	422	30	later	later	ADV
cpos-328	422	31	.	.	PUNCT
cpos-328	423	1	statisticians	statistician	NOUN
cpos-328	423	2	and	and	CCONJ
cpos-328	423	3	qualitative	qualitative	ADJ
cpos-328	423	4	experts	expert	NOUN
cpos-328	423	5	failed	fail	VERB
cpos-328	423	6	to	to	PART
cpos-328	423	7	predict	predict	VERB
cpos-328	423	8	this	this	DET
cpos-328	423	9	trend	trend	NOUN
cpos-328	423	10	–	–	PUNCT
cpos-328	423	11	and	and	CCONJ
cpos-328	423	12	at	at	ADP
cpos-328	423	13	the	the	DET
cpos-328	423	14	sub	sub	ADJ
cpos-328	423	15	-	-	ADJ
cpos-328	423	16	national	national	ADJ
cpos-328	423	17	level	level	NOUN
cpos-328	423	18	such	such	ADJ
cpos-328	423	19	predictions	prediction	NOUN
cpos-328	423	20	become	become	VERB
cpos-328	423	21	even	even	ADV
cpos-328	423	22	more	more	ADJ
cpos-328	423	23	diffi	diffi	ADJ
cpos-328	423	24	cult	cult	NOUN
cpos-328	423	25	.	.	PUNCT
cpos-328	424	1	while	while	SCONJ
cpos-328	424	2	immigration	immigration	NOUN
cpos-328	424	3	has	have	AUX
cpos-328	424	4	decreased	decrease	VERB
cpos-328	424	5	in	in	ADP
cpos-328	424	6	recent	recent	ADJ
cpos-328	424	7	years	year	NOUN
cpos-328	424	8	since	since	SCONJ
cpos-328	424	9	2015	2015	NUM
cpos-328	424	10	,	,	PUNCT
cpos-328	424	11	it	it	PRON
cpos-328	424	12	is	be	AUX
cpos-328	424	13	still	still	ADV
cpos-328	424	14	at	at	ADP
cpos-328	424	15	a	a	DET
cpos-328	424	16	much	much	ADV
cpos-328	424	17	higher	high	ADJ
cpos-328	424	18	level	level	NOUN
cpos-328	424	19	than	than	ADP
cpos-328	424	20	in	in	ADP
cpos-328	424	21	previous	previous	ADJ
cpos-328	424	22	decades	decade	NOUN
cpos-328	424	23	.	.	PUNCT
cpos-328	425	1	similarly	similarly	ADV
cpos-328	425	2	,	,	PUNCT
cpos-328	425	3	while	while	SCONJ
cpos-328	425	4	the	the	DET
cpos-328	425	5	infl	infl	PROPN
cpos-328	425	6	ow	ow	INTJ
cpos-328	425	7	of	of	ADP
cpos-328	425	8	refugees	refugee	NOUN
cpos-328	425	9	is	be	AUX
cpos-328	425	10	currently	currently	ADV
cpos-328	425	11	much	much	ADV
cpos-328	425	12	lower	low	ADJ
cpos-328	425	13	than	than	SCONJ
cpos-328	425	14	it	it	PRON
cpos-328	425	15	was	be	AUX
cpos-328	425	16	in	in	ADP
cpos-328	425	17	2015	2015	NUM
cpos-328	425	18	and	and	CCONJ
cpos-328	425	19	2016	2016	NUM
cpos-328	425	20	,	,	PUNCT
cpos-328	425	21	the	the	DET
cpos-328	425	22	fi	fi	NOUN
cpos-328	425	23	gure	gure	NOUN
cpos-328	425	24	of	of	ADP
cpos-328	425	25	approximately	approximately	ADV
cpos-328	425	26	180,000	180,000	NUM
cpos-328	425	27	per	per	ADP
cpos-328	425	28	year	year	NOUN
cpos-328	425	29	in	in	ADP
cpos-328	425	30	2018	2018	NUM
cpos-328	425	31	still	still	ADV
cpos-328	425	32	represents	represent	VERB
cpos-328	425	33	more	more	ADJ
cpos-328	425	34	than	than	ADP
cpos-328	425	35	a	a	DET
cpos-328	425	36	fi	fi	NOUN
cpos-328	425	37	vefold	vefold	ADJ
cpos-328	425	38	increase	increase	NOUN
cpos-328	425	39	on	on	ADP
cpos-328	425	40	rates	rate	NOUN
cpos-328	425	41	seen	see	VERB
cpos-328	425	42	a	a	DET
cpos-328	425	43	decade	decade	NOUN
cpos-328	425	44	ago	ago	ADV
cpos-328	425	45	.	.	PUNCT
cpos-328	426	1	for	for	ADP
cpos-328	426	2	small	small	ADJ
cpos-328	426	3	municipalities	municipality	NOUN
cpos-328	426	4	in	in	ADP
cpos-328	426	5	particular	particular	ADJ
cpos-328	426	6	,	,	PUNCT
cpos-328	426	7	the	the	DET
cpos-328	426	8	uncertainties	uncertainty	NOUN
cpos-328	426	9	of	of	ADP
cpos-328	426	10	how	how	SCONJ
cpos-328	426	11	many	many	ADJ
cpos-328	426	12	more	more	ADJ
cpos-328	426	13	migrants	migrant	NOUN
cpos-328	426	14	will	will	AUX
cpos-328	426	15	arrive	arrive	VERB
cpos-328	426	16	in	in	ADP
cpos-328	426	17	the	the	DET
cpos-328	426	18	next	next	ADJ
cpos-328	426	19	few	few	ADJ
cpos-328	426	20	years	year	NOUN
cpos-328	426	21	,	,	PUNCT
cpos-328	426	22	how	how	SCONJ
cpos-328	426	23	many	many	ADJ
cpos-328	426	24	will	will	AUX
cpos-328	426	25	be	be	AUX
cpos-328	426	26	allowed	allow	VERB
cpos-328	426	27	to	to	PART
cpos-328	426	28	stay	stay	VERB
cpos-328	426	29	permanently	permanently	ADV
cpos-328	426	30	,	,	PUNCT
cpos-328	426	31	and	and	CCONJ
cpos-328	426	32	how	how	SCONJ
cpos-328	426	33	many	many	ADJ
cpos-328	426	34	will	will	AUX
cpos-328	426	35	potentially	potentially	ADV
cpos-328	426	36	relocate	relocate	VERB
cpos-328	426	37	to	to	ADP
cpos-328	426	38	bigger	big	ADJ
cpos-328	426	39	cities	city	NOUN
cpos-328	426	40	,	,	PUNCT
cpos-328	426	41	have	have	VERB
cpos-328	426	42	a	a	DET
cpos-328	426	43	strong	strong	ADJ
cpos-328	426	44	infl	infl	NOUN
cpos-328	426	45	uence	uence	NOUN
cpos-328	426	46	on	on	ADP
cpos-328	426	47	the	the	DET
cpos-328	426	48	local	local	ADJ
cpos-328	426	49	demographic	demographic	ADJ
cpos-328	426	50	outlook	outlook	NOUN
cpos-328	426	51	.	.	PUNCT
cpos-328	427	1	however	however	ADV
cpos-328	427	2	,	,	PUNCT
cpos-328	427	3	not	not	PART
cpos-328	427	4	everything	everything	PRON
cpos-328	427	5	is	be	AUX
cpos-328	427	6	uncertain	uncertain	ADJ
cpos-328	427	7	.	.	PUNCT
cpos-328	428	1	the	the	DET
cpos-328	428	2	breakdown	breakdown	NOUN
cpos-328	428	3	into	into	ADP
cpos-328	428	4	two	two	NUM
cpos-328	428	5	different	different	ADJ
cpos-328	428	6	age	age	NOUN
cpos-328	428	7	groups	group	NOUN
cpos-328	428	8	reveals	reveal	VERB
cpos-328	428	9	that	that	SCONJ
cpos-328	428	10	some	some	DET
cpos-328	428	11	trends	trend	NOUN
cpos-328	428	12	are	be	AUX
cpos-328	428	13	more	more	ADV
cpos-328	428	14	stable	stable	ADJ
cpos-328	428	15	and	and	CCONJ
cpos-328	428	16	predictable	predictable	ADJ
cpos-328	428	17	than	than	ADP
cpos-328	428	18	others	other	NOUN
cpos-328	428	19	.	.	PUNCT
cpos-328	429	1	in	in	ADP
cpos-328	429	2	particular	particular	ADJ
cpos-328	429	3	,	,	PUNCT
cpos-328	429	4	the	the	DET
cpos-328	429	5	residential	residential	ADJ
cpos-328	429	6	mobility	mobility	NOUN
cpos-328	429	7	of	of	ADP
cpos-328	429	8	young	young	ADJ
cpos-328	429	9	people	people	NOUN
cpos-328	429	10	aged	age	VERB
cpos-328	429	11	18	18	NUM
cpos-328	429	12	to	to	PART
cpos-328	429	13	24	24	NUM
cpos-328	429	14	years	year	NOUN
cpos-328	429	15	can	can	AUX
cpos-328	429	16	be	be	AUX
cpos-328	429	17	predicted	predict	VERB
cpos-328	429	18	quite	quite	ADV
cpos-328	429	19	well	well	ADV
cpos-328	429	20	fi	fi	NOUN
cpos-328	429	21	ve	ve	NOUN
cpos-328	429	22	to	to	PART
cpos-328	429	23	ten	ten	NUM
cpos-328	429	24	years	year	NOUN
cpos-328	429	25	into	into	ADP
cpos-328	429	26	the	the	DET
cpos-328	429	27	future	future	NOUN
cpos-328	429	28	.	.	PUNCT
cpos-328	430	1	the	the	DET
cpos-328	430	2	general	general	ADJ
cpos-328	430	3	pattern	pattern	NOUN
cpos-328	430	4	of	of	ADP
cpos-328	430	5	these	these	DET
cpos-328	430	6	people	people	NOUN
cpos-328	430	7	leaving	leave	VERB
cpos-328	430	8	rural	rural	ADJ
cpos-328	430	9	areas	area	NOUN
cpos-328	430	10	and	and	CCONJ
cpos-328	430	11	settling	settle	VERB
cpos-328	430	12	in	in	ADP
cpos-328	430	13	big	big	ADJ
cpos-328	430	14	cities	city	NOUN
cpos-328	430	15	with	with	ADP
cpos-328	430	16	universities	university	NOUN
cpos-328	430	17	prevails	prevail	VERB
cpos-328	430	18	.	.	PUNCT
cpos-328	431	1	it	it	PRON
cpos-328	431	2	is	be	AUX
cpos-328	431	3	likely	likely	ADJ
cpos-328	431	4	that	that	SCONJ
cpos-328	431	5	the	the	DET
cpos-328	431	6	continued	continue	VERB
cpos-328	431	7	expansion	expansion	NOUN
cpos-328	431	8	of	of	ADP
cpos-328	431	9	tertiary	tertiary	ADJ
cpos-328	431	10	education	education	NOUN
cpos-328	431	11	will	will	AUX
cpos-328	431	12	reinforce	reinforce	VERB
cpos-328	431	13	the	the	DET
cpos-328	431	14	trend	trend	NOUN
cpos-328	431	15	of	of	ADP
cpos-328	431	16	young	young	ADJ
cpos-328	431	17	people	people	NOUN
cpos-328	431	18	leaving	leave	VERB
cpos-328	431	19	remote	remote	ADJ
cpos-328	431	20	areas	area	NOUN
cpos-328	431	21	without	without	ADP
cpos-328	431	22	universities	university	NOUN
cpos-328	431	23	and	and	CCONJ
cpos-328	431	24	moving	move	VERB
cpos-328	431	25	to	to	ADP
cpos-328	431	26	larger	large	ADJ
cpos-328	431	27	cities	city	NOUN
cpos-328	431	28	.	.	PUNCT
cpos-328	432	1	since	since	SCONJ
cpos-328	432	2	more	more	ADJ
cpos-328	432	3	remote	remote	ADJ
cpos-328	432	4	areas	area	NOUN
cpos-328	432	5	also	also	ADV
cpos-328	432	6	provide	provide	VERB
cpos-328	432	7	limited	limited	ADJ
cpos-328	432	8	employment	employment	NOUN
cpos-328	432	9	opportunities	opportunity	NOUN
cpos-328	432	10	for	for	ADP
cpos-328	432	11	graduates	graduate	NOUN
cpos-328	432	12	of	of	ADP
cpos-328	432	13	disciplines	discipline	NOUN
cpos-328	432	14	such	such	ADJ
cpos-328	432	15	as	as	ADP
cpos-328	432	16	cultural	cultural	ADJ
cpos-328	432	17	studies	study	NOUN
cpos-328	432	18	or	or	CCONJ
cpos-328	432	19	media	medium	NOUN
cpos-328	432	20	science	science	NOUN
cpos-328	432	21	,	,	PUNCT
cpos-328	432	22	these	these	DET
cpos-328	432	23	moves	move	NOUN
cpos-328	432	24	will	will	AUX
cpos-328	432	25	often	often	ADV
cpos-328	432	26	be	be	AUX
cpos-328	432	27	permanent	permanent	ADJ
cpos-328	432	28	.	.	PUNCT
cpos-328	433	1	there	there	PRON
cpos-328	433	2	are	be	VERB
cpos-328	433	3	also	also	ADV
cpos-328	433	4	a	a	DET
cpos-328	433	5	few	few	ADJ
cpos-328	433	6	mechanisms	mechanism	NOUN
cpos-328	433	7	that	that	PRON
cpos-328	433	8	have	have	AUX
cpos-328	433	9	changed	change	VERB
cpos-328	433	10	,	,	PUNCT
cpos-328	433	11	though	though	ADV
cpos-328	433	12	.	.	PUNCT
cpos-328	434	1	the	the	DET
cpos-328	434	2	allocation	allocation	NOUN
cpos-328	434	3	of	of	ADP
cpos-328	434	4	young	young	ADJ
cpos-328	434	5	refugees	refugee	NOUN
cpos-328	434	6	to	to	ADP
cpos-328	434	7	rural	rural	ADJ
cpos-328	434	8	areas	area	NOUN
cpos-328	434	9	partly	partly	ADV
cpos-328	434	10	reversed	reverse	VERB
cpos-328	434	11	the	the	DET
cpos-328	434	12	negative	negative	ADJ
cpos-328	434	13	migration	migration	NOUN
cpos-328	434	14	rate	rate	NOUN
cpos-328	434	15	in	in	ADP
cpos-328	434	16	some	some	DET
cpos-328	434	17	regions	region	NOUN
cpos-328	434	18	.	.	PUNCT
cpos-328	435	1	a	a	DET
cpos-328	435	2	shortage	shortage	NOUN
cpos-328	435	3	of	of	ADP
cpos-328	435	4	housing	housing	NOUN
cpos-328	435	5	and	and	CCONJ
cpos-328	435	6	skyrocketing	skyrocket	VERB
cpos-328	435	7	rent	rent	NOUN
cpos-328	435	8	prices	price	NOUN
cpos-328	435	9	result	result	VERB
cpos-328	435	10	in	in	ADP
cpos-328	435	11	young	young	ADJ
cpos-328	435	12	people	people	NOUN
cpos-328	435	13	settling	settle	VERB
cpos-328	435	14	in	in	ADP
cpos-328	435	15	the	the	DET
cpos-328	435	16	suburban	suburban	ADJ
cpos-328	435	17	surroundings	surrounding	NOUN
cpos-328	435	18	of	of	ADP
cpos-328	435	19	large	large	ADJ
cpos-328	435	20	industrial	industrial	ADJ
cpos-328	435	21	areas	area	NOUN
cpos-328	435	22	such	such	ADJ
cpos-328	435	23	as	as	ADP
cpos-328	435	24	munich	munich	PROPN
cpos-328	435	25	or	or	CCONJ
cpos-328	435	26	stuttgart	stuttgart	PROPN
cpos-328	435	27	.	.	PUNCT
cpos-328	436	1	as	as	ADP
cpos-328	436	2	a	a	DET
cpos-328	436	3	consequence	consequence	NOUN
cpos-328	436	4	,	,	PUNCT
cpos-328	436	5	munich	munich	PROPN
cpos-328	436	6	is	be	AUX
cpos-328	436	7	no	no	ADV
cpos-328	436	8	longer	long	ADV
cpos-328	436	9	the	the	DET
cpos-328	436	10	most	most	ADV
cpos-328	436	11	sought	seek	VERB
cpos-328	436	12	-	-	PUNCT
cpos-328	436	13	after	after	ADP
cpos-328	436	14	city	city	NOUN
cpos-328	436	15	among	among	ADP
cpos-328	436	16	young	young	ADJ
cpos-328	436	17	people	people	NOUN
cpos-328	436	18	and	and	CCONJ
cpos-328	436	19	is	be	AUX
cpos-328	436	20	the	the	DET
cpos-328	436	21	only	only	ADJ
cpos-328	436	22	large	large	ADJ
cpos-328	436	23	city	city	NOUN
cpos-328	436	24	(	(	PUNCT
cpos-328	436	25	together	together	ADV
cpos-328	436	26	with	with	ADP
cpos-328	436	27	bremen	breman	NOUN
cpos-328	436	28	)	)	PUNCT
cpos-328	436	29	where	where	SCONJ
cpos-328	436	30	infl	infl	PROPN
cpos-328	436	31	ows	ows	PROPN
cpos-328	436	32	of	of	ADP
cpos-328	436	33	young	young	ADJ
cpos-328	436	34	people	people	NOUN
cpos-328	436	35	have	have	AUX
cpos-328	436	36	decreased	decrease	VERB
cpos-328	436	37	somewhat	somewhat	ADV
cpos-328	436	38	.	.	PUNCT
cpos-328	437	1	what	what	PRON
cpos-328	437	2	can	can	AUX
cpos-328	437	3	be	be	AUX
cpos-328	437	4	done	do	VERB
cpos-328	437	5	about	about	ADP
cpos-328	437	6	this	this	PRON
cpos-328	437	7	?	?	PUNCT
cpos-328	438	1	while	while	SCONJ
cpos-328	438	2	our	our	PRON
cpos-328	438	3	statistical	statistical	ADJ
cpos-328	438	4	models	model	NOUN
cpos-328	438	5	do	do	AUX
cpos-328	438	6	not	not	PART
cpos-328	438	7	allow	allow	VERB
cpos-328	438	8	for	for	ADP
cpos-328	438	9	causal	causal	NOUN
cpos-328	438	10	and	and	CCONJ
cpos-328	438	11	policy	policy	NOUN
cpos-328	438	12	-	-	PUNCT
cpos-328	438	13	oriented	orient	VERB
cpos-328	438	14	interpretations	interpretation	NOUN
cpos-328	438	15	,	,	PUNCT
cpos-328	438	16	there	there	PRON
cpos-328	438	17	are	be	VERB
cpos-328	438	18	a	a	DET
cpos-328	438	19	number	number	NOUN
cpos-328	438	20	of	of	ADP
cpos-328	438	21	measures	measure	NOUN
cpos-328	438	22	that	that	PRON
cpos-328	438	23	are	be	AUX
cpos-328	438	24	likely	likely	ADJ
cpos-328	438	25	•	•	NUM
cpos-328	438	26	hannes	hanne	NOUN
cpos-328	438	27	weber170	weber170	PRON
cpos-328	438	28	to	to	PART
cpos-328	438	29	affect	affect	VERB
cpos-328	438	30	young	young	ADJ
cpos-328	438	31	-	-	PUNCT
cpos-328	438	32	age	age	NOUN
cpos-328	438	33	migration	migration	NOUN
cpos-328	438	34	.	.	PUNCT
cpos-328	439	1	given	give	VERB
cpos-328	439	2	the	the	DET
cpos-328	439	3	trend	trend	NOUN
cpos-328	439	4	towards	towards	ADP
cpos-328	439	5	an	an	DET
cpos-328	439	6	ever	ever	ADV
cpos-328	439	7	greater	great	ADJ
cpos-328	439	8	share	share	NOUN
cpos-328	439	9	of	of	ADP
cpos-328	439	10	secondary	secondary	ADJ
cpos-328	439	11	school	school	NOUN
cpos-328	439	12	leavers	leaver	NOUN
cpos-328	439	13	going	go	VERB
cpos-328	439	14	on	on	ADP
cpos-328	439	15	to	to	ADP
cpos-328	439	16	university	university	NOUN
cpos-328	439	17	,	,	PUNCT
cpos-328	439	18	setting	set	VERB
cpos-328	439	19	up	up	ADP
cpos-328	439	20	new	new	ADJ
cpos-328	439	21	universities	university	NOUN
cpos-328	439	22	(	(	PUNCT
cpos-328	439	23	of	of	ADP
cpos-328	439	24	applied	apply	VERB
cpos-328	439	25	sciences	science	NOUN
cpos-328	439	26	)	)	PUNCT
cpos-328	439	27	in	in	ADP
cpos-328	439	28	rural	rural	ADJ
cpos-328	439	29	areas	area	NOUN
cpos-328	439	30	is	be	AUX
cpos-328	439	31	likely	likely	ADJ
cpos-328	439	32	to	to	PART
cpos-328	439	33	prevent	prevent	VERB
cpos-328	439	34	some	some	PRON
cpos-328	439	35	of	of	ADP
cpos-328	439	36	the	the	DET
cpos-328	439	37	young	young	ADJ
cpos-328	439	38	people	people	NOUN
cpos-328	439	39	from	from	ADP
cpos-328	439	40	leaving	leave	VERB
cpos-328	439	41	the	the	DET
cpos-328	439	42	region	region	NOUN
cpos-328	439	43	.	.	PUNCT
cpos-328	440	1	these	these	DET
cpos-328	440	2	new	new	ADJ
cpos-328	440	3	established	establish	VERB
cpos-328	440	4	universities	university	NOUN
cpos-328	440	5	can	can	AUX
cpos-328	440	6	specialise	specialise	VERB
cpos-328	440	7	in	in	ADP
cpos-328	440	8	disciplines	discipline	NOUN
cpos-328	440	9	that	that	PRON
cpos-328	440	10	are	be	AUX
cpos-328	440	11	linked	link	VERB
cpos-328	440	12	to	to	ADP
cpos-328	440	13	the	the	DET
cpos-328	440	14	local	local	ADJ
cpos-328	440	15	labour	labour	NOUN
cpos-328	440	16	market	market	NOUN
cpos-328	440	17	.	.	PUNCT
cpos-328	441	1	at	at	ADP
cpos-328	441	2	the	the	DET
cpos-328	441	3	more	more	ADV
cpos-328	441	4	aggregated	aggregated	ADJ
cpos-328	441	5	state	state	NOUN
cpos-328	441	6	and	and	CCONJ
cpos-328	441	7	national	national	ADJ
cpos-328	441	8	level	level	NOUN
cpos-328	441	9	,	,	PUNCT
cpos-328	441	10	policy	policy	NOUN
cpos-328	441	11	-	-	PUNCT
cpos-328	441	12	makers	maker	NOUN
cpos-328	441	13	might	might	AUX
cpos-328	441	14	want	want	VERB
cpos-328	441	15	to	to	PART
cpos-328	441	16	reconsider	reconsider	VERB
cpos-328	441	17	whether	whether	SCONJ
cpos-328	441	18	the	the	DET
cpos-328	441	19	extensive	extensive	ADJ
cpos-328	441	20	educational	educational	ADJ
cpos-328	441	21	expansion	expansion	NOUN
cpos-328	441	22	of	of	ADP
cpos-328	441	23	recent	recent	ADJ
cpos-328	441	24	years	year	NOUN
cpos-328	441	25	should	should	AUX
cpos-328	441	26	be	be	AUX
cpos-328	441	27	continued	continue	VERB
cpos-328	441	28	at	at	ADP
cpos-328	441	29	the	the	DET
cpos-328	441	30	same	same	ADJ
cpos-328	441	31	pace	pace	NOUN
cpos-328	441	32	in	in	ADP
cpos-328	441	33	future	future	NOUN
cpos-328	441	34	.	.	PUNCT
cpos-328	442	1	today	today	NOUN
cpos-328	442	2	,	,	PUNCT
cpos-328	442	3	labour	labour	NOUN
cpos-328	442	4	shortages	shortage	NOUN
cpos-328	442	5	are	be	AUX
cpos-328	442	6	occurring	occur	VERB
cpos-328	442	7	in	in	ADP
cpos-328	442	8	many	many	ADJ
cpos-328	442	9	jobs	job	NOUN
cpos-328	442	10	that	that	PRON
cpos-328	442	11	require	require	VERB
cpos-328	442	12	vocational	vocational	ADJ
cpos-328	442	13	training	training	NOUN
cpos-328	442	14	,	,	PUNCT
cpos-328	442	15	such	such	ADJ
cpos-328	442	16	as	as	ADP
cpos-328	442	17	kindergarten	kindergarten	NOUN
cpos-328	442	18	teachers	teacher	NOUN
cpos-328	442	19	,	,	PUNCT
cpos-328	442	20	nurses	nurse	NOUN
cpos-328	442	21	,	,	PUNCT
cpos-328	442	22	and	and	CCONJ
cpos-328	442	23	craftspeople	craftspeople	NOUN
cpos-328	442	24	.	.	PUNCT
cpos-328	443	1	in	in	ADP
cpos-328	443	2	rural	rural	ADJ
cpos-328	443	3	areas	area	NOUN
cpos-328	443	4	,	,	PUNCT
cpos-328	443	5	these	these	DET
cpos-328	443	6	jobs	job	NOUN
cpos-328	443	7	dominate	dominate	VERB
cpos-328	443	8	over	over	ADP
cpos-328	443	9	occupations	occupation	NOUN
cpos-328	443	10	that	that	PRON
cpos-328	443	11	typically	typically	ADV
cpos-328	443	12	require	require	VERB
cpos-328	443	13	tertiary	tertiary	ADJ
cpos-328	443	14	education	education	NOUN
cpos-328	443	15	.	.	PUNCT
cpos-328	444	1	a	a	DET
cpos-328	444	2	very	very	ADV
cpos-328	444	3	different	different	ADJ
cpos-328	444	4	set	set	NOUN
cpos-328	444	5	of	of	ADP
cpos-328	444	6	conclusions	conclusion	NOUN
cpos-328	444	7	can	can	AUX
cpos-328	444	8	be	be	AUX
cpos-328	444	9	drawn	draw	VERB
cpos-328	444	10	for	for	ADP
cpos-328	444	11	residential	residential	ADJ
cpos-328	444	12	mobility	mobility	NOUN
cpos-328	444	13	among	among	ADP
cpos-328	444	14	families	family	NOUN
cpos-328	444	15	consisting	consist	VERB
cpos-328	444	16	of	of	ADP
cpos-328	444	17	middle	middle	ADJ
cpos-328	444	18	-	-	PUNCT
cpos-328	444	19	aged	aged	ADJ
cpos-328	444	20	people	people	NOUN
cpos-328	444	21	(	(	PUNCT
cpos-328	444	22	30	30	NUM
cpos-328	444	23	to	to	PART
cpos-328	444	24	49	49	NUM
cpos-328	444	25	years	year	NOUN
cpos-328	444	26	)	)	PUNCT
cpos-328	444	27	and	and	CCONJ
cpos-328	444	28	underage	underage	ADJ
cpos-328	444	29	children	child	NOUN
cpos-328	444	30	.	.	PUNCT
cpos-328	445	1	predicting	predict	VERB
cpos-328	445	2	the	the	DET
cpos-328	445	3	migratory	migratory	ADJ
cpos-328	445	4	behaviour	behaviour	NOUN
cpos-328	445	5	of	of	ADP
cpos-328	445	6	this	this	DET
cpos-328	445	7	group	group	NOUN
cpos-328	445	8	into	into	ADP
cpos-328	445	9	the	the	DET
cpos-328	445	10	future	future	NOUN
cpos-328	445	11	is	be	AUX
cpos-328	445	12	much	much	ADV
cpos-328	445	13	more	more	ADJ
cpos-328	445	14	diffi	diffi	ADJ
cpos-328	445	15	cult	cult	NOUN
cpos-328	445	16	than	than	ADP
cpos-328	445	17	that	that	PRON
cpos-328	445	18	for	for	ADP
cpos-328	445	19	the	the	DET
cpos-328	445	20	young	young	ADJ
cpos-328	445	21	age	age	NOUN
cpos-328	445	22	group	group	NOUN
cpos-328	445	23	.	.	PUNCT
cpos-328	446	1	in	in	ADP
cpos-328	446	2	the	the	DET
cpos-328	446	3	2000s	2000	NOUN
cpos-328	446	4	,	,	PUNCT
cpos-328	446	5	families	family	NOUN
cpos-328	446	6	tended	tend	VERB
cpos-328	446	7	to	to	PART
cpos-328	446	8	leave	leave	VERB
cpos-328	446	9	big	big	ADJ
cpos-328	446	10	cities	city	NOUN
cpos-328	446	11	and	and	CCONJ
cpos-328	446	12	settle	settle	VERB
cpos-328	446	13	in	in	ADP
cpos-328	446	14	the	the	DET
cpos-328	446	15	surrounding	surround	VERB
cpos-328	446	16	suburbs	suburb	NOUN
cpos-328	446	17	or	or	CCONJ
cpos-328	446	18	in	in	ADP
cpos-328	446	19	more	more	ADJ
cpos-328	446	20	rural	rural	ADJ
cpos-328	446	21	areas	area	NOUN
cpos-328	446	22	.	.	PUNCT
cpos-328	447	1	this	this	PRON
cpos-328	447	2	is	be	AUX
cpos-328	447	3	still	still	ADV
cpos-328	447	4	true	true	ADJ
cpos-328	447	5	for	for	ADP
cpos-328	447	6	native	native	ADJ
cpos-328	447	7	germans	german	NOUN
cpos-328	447	8	;	;	PUNCT
cpos-328	447	9	in	in	ADP
cpos-328	447	10	fact	fact	NOUN
cpos-328	447	11	,	,	PUNCT
cpos-328	447	12	this	this	DET
cpos-328	447	13	trend	trend	NOUN
cpos-328	447	14	has	have	AUX
cpos-328	447	15	accelerated	accelerate	VERB
cpos-328	447	16	among	among	ADP
cpos-328	447	17	this	this	DET
cpos-328	447	18	group	group	NOUN
cpos-328	447	19	and	and	CCONJ
cpos-328	447	20	the	the	DET
cpos-328	447	21	13	13	NUM
cpos-328	447	22	largest	large	ADJ
cpos-328	447	23	german	german	ADJ
cpos-328	447	24	cities	city	NOUN
cpos-328	447	25	witnessed	witness	VERB
cpos-328	447	26	a	a	DET
cpos-328	447	27	surge	surge	NOUN
cpos-328	447	28	in	in	ADP
cpos-328	447	29	emigration	emigration	NOUN
cpos-328	447	30	of	of	ADP
cpos-328	447	31	german	german	ADJ
cpos-328	447	32	families	family	NOUN
cpos-328	447	33	between	between	ADP
cpos-328	447	34	2011	2011	NUM
cpos-328	447	35	and	and	CCONJ
cpos-328	447	36	2015	2015	NUM
cpos-328	447	37	.	.	PUNCT
cpos-328	448	1	however	however	ADV
cpos-328	448	2	,	,	PUNCT
cpos-328	448	3	immigrant	immigrant	ADJ
cpos-328	448	4	families	family	NOUN
cpos-328	448	5	have	have	AUX
cpos-328	448	6	moved	move	VERB
cpos-328	448	7	into	into	ADP
cpos-328	448	8	the	the	DET
cpos-328	448	9	large	large	ADJ
cpos-328	448	10	cities	city	NOUN
cpos-328	448	11	in	in	ADP
cpos-328	448	12	ever	ever	ADV
cpos-328	448	13	greater	great	ADJ
cpos-328	448	14	numbers	number	NOUN
cpos-328	448	15	,	,	PUNCT
cpos-328	448	16	reversing	reverse	VERB
cpos-328	448	17	the	the	DET
cpos-328	448	18	overall	overall	ADJ
cpos-328	448	19	trend	trend	NOUN
cpos-328	448	20	for	for	ADP
cpos-328	448	21	residential	residential	ADJ
cpos-328	448	22	mobility	mobility	NOUN
cpos-328	448	23	in	in	ADP
cpos-328	448	24	the	the	DET
cpos-328	448	25	family	family	NOUN
cpos-328	448	26	age	age	NOUN
cpos-328	448	27	group	group	NOUN
cpos-328	448	28	.	.	PUNCT
cpos-328	449	1	the	the	DET
cpos-328	449	2	majority	majority	NOUN
cpos-328	449	3	of	of	ADP
cpos-328	449	4	the	the	DET
cpos-328	449	5	largest	large	ADJ
cpos-328	449	6	german	german	ADJ
cpos-328	449	7	cities	city	NOUN
cpos-328	449	8	are	be	AUX
cpos-328	449	9	now	now	ADV
cpos-328	449	10	actually	actually	ADV
cpos-328	449	11	attracting	attract	VERB
cpos-328	449	12	more	more	ADJ
cpos-328	449	13	families	family	NOUN
cpos-328	449	14	on	on	ADP
cpos-328	449	15	balance	balance	NOUN
cpos-328	449	16	than	than	SCONJ
cpos-328	449	17	are	be	AUX
cpos-328	449	18	leaving	leave	VERB
cpos-328	449	19	.	.	PUNCT
cpos-328	450	1	in	in	ADP
cpos-328	450	2	addition	addition	NOUN
cpos-328	450	3	,	,	PUNCT
cpos-328	450	4	native	native	ADJ
cpos-328	450	5	families	family	NOUN
cpos-328	450	6	leaving	leave	VERB
cpos-328	450	7	the	the	DET
cpos-328	450	8	cities	city	NOUN
cpos-328	450	9	contribute	contribute	VERB
cpos-328	450	10	to	to	ADP
cpos-328	450	11	high	high	ADJ
cpos-328	450	12	population	population	NOUN
cpos-328	450	13	growth	growth	NOUN
cpos-328	450	14	in	in	ADP
cpos-328	450	15	the	the	DET
cpos-328	450	16	surrounding	surround	VERB
cpos-328	450	17	districts	district	NOUN
cpos-328	450	18	of	of	ADP
cpos-328	450	19	large	large	ADJ
cpos-328	450	20	cities	city	NOUN
cpos-328	450	21	such	such	ADJ
cpos-328	450	22	as	as	ADP
cpos-328	450	23	berlin	berlin	PROPN
cpos-328	450	24	or	or	CCONJ
cpos-328	450	25	munich	munich	PROPN
cpos-328	450	26	,	,	PUNCT
cpos-328	450	27	but	but	CCONJ
cpos-328	450	28	even	even	ADV
cpos-328	450	29	municipalities	municipality	NOUN
cpos-328	450	30	situated	situate	VERB
cpos-328	450	31	further	far	ADV
cpos-328	450	32	away	away	ADV
cpos-328	450	33	from	from	ADP
cpos-328	450	34	the	the	DET
cpos-328	450	35	city	city	NOUN
cpos-328	450	36	are	be	AUX
cpos-328	450	37	now	now	ADV
cpos-328	450	38	increasingly	increasingly	ADV
cpos-328	450	39	becoming	become	VERB
cpos-328	450	40	net	net	ADJ
cpos-328	450	41	receivers	receiver	NOUN
cpos-328	450	42	of	of	ADP
cpos-328	450	43	family	family	NOUN
cpos-328	450	44	migration	migration	NOUN
cpos-328	450	45	.	.	PUNCT
cpos-328	451	1	there	there	PRON
cpos-328	451	2	are	be	VERB
cpos-328	451	3	certainly	certainly	ADV
cpos-328	451	4	a	a	DET
cpos-328	451	5	few	few	ADJ
cpos-328	451	6	limitations	limitation	NOUN
cpos-328	451	7	to	to	ADP
cpos-328	451	8	this	this	DET
cpos-328	451	9	study	study	NOUN
cpos-328	451	10	,	,	PUNCT
cpos-328	451	11	e.g.	e.g.	ADV
cpos-328	451	12	regarding	regard	VERB
cpos-328	451	13	the	the	DET
cpos-328	451	14	availability	availability	NOUN
cpos-328	451	15	of	of	ADP
cpos-328	451	16	data	datum	NOUN
cpos-328	451	17	at	at	ADP
cpos-328	451	18	the	the	DET
cpos-328	451	19	level	level	NOUN
cpos-328	451	20	of	of	ADP
cpos-328	451	21	municipalities	municipality	NOUN
cpos-328	451	22	.	.	PUNCT
cpos-328	452	1	if	if	SCONJ
cpos-328	452	2	we	we	PRON
cpos-328	452	3	were	be	AUX
cpos-328	452	4	able	able	ADJ
cpos-328	452	5	to	to	PART
cpos-328	452	6	further	far	ADV
cpos-328	452	7	disaggregate	disaggregate	VERB
cpos-328	452	8	the	the	DET
cpos-328	452	9	age	age	NOUN
cpos-328	452	10	groups	group	NOUN
cpos-328	452	11	or	or	CCONJ
cpos-328	452	12	provenance	provenance	NOUN
cpos-328	452	13	(	(	PUNCT
cpos-328	452	14	within	within	ADP
cpos-328	452	15	-	-	PUNCT
cpos-328	452	16	country	country	NOUN
cpos-328	452	17	mobility	mobility	NOUN
cpos-328	452	18	vs.	vs.	ADP
cpos-328	452	19	international	international	ADJ
cpos-328	452	20	migration	migration	NOUN
cpos-328	452	21	)	)	PUNCT
cpos-328	452	22	and	and	CCONJ
cpos-328	452	23	analyse	analyse	NOUN
cpos-328	452	24	directed	direct	VERB
cpos-328	452	25	fl	fl	NUM
cpos-328	452	26	ows	ow	NOUN
cpos-328	452	27	rather	rather	ADV
cpos-328	452	28	than	than	ADP
cpos-328	452	29	net	net	ADJ
cpos-328	452	30	migration	migration	NOUN
cpos-328	452	31	,	,	PUNCT
cpos-328	452	32	the	the	DET
cpos-328	452	33	predictive	predictive	ADJ
cpos-328	452	34	accuracy	accuracy	NOUN
cpos-328	452	35	of	of	ADP
cpos-328	452	36	the	the	DET
cpos-328	452	37	models	model	NOUN
cpos-328	452	38	would	would	AUX
cpos-328	452	39	certainly	certainly	ADV
cpos-328	452	40	be	be	AUX
cpos-328	452	41	higher	high	ADJ
cpos-328	452	42	with	with	ADP
cpos-328	452	43	regard	regard	NOUN
cpos-328	452	44	to	to	ADP
cpos-328	452	45	some	some	DET
cpos-328	452	46	groups	group	NOUN
cpos-328	452	47	(	(	PUNCT
cpos-328	452	48	e.g.	e.g.	ADV
cpos-328	452	49	mobility	mobility	NOUN
cpos-328	452	50	behaviour	behaviour	NOUN
cpos-328	452	51	of	of	ADP
cpos-328	452	52	native	native	ADJ
cpos-328	452	53	germans	germans	PROPN
cpos-328	452	54	aged	age	VERB
cpos-328	452	55	30	30	NUM
cpos-328	452	56	to	to	ADP
cpos-328	452	57	39	39	NUM
cpos-328	452	58	)	)	PUNCT
cpos-328	452	59	.	.	PUNCT
cpos-328	453	1	on	on	ADP
cpos-328	453	2	the	the	DET
cpos-328	453	3	other	other	ADJ
cpos-328	453	4	hand	hand	NOUN
cpos-328	453	5	,	,	PUNCT
cpos-328	453	6	international	international	ADJ
cpos-328	453	7	migration	migration	NOUN
cpos-328	453	8	would	would	AUX
cpos-328	453	9	still	still	ADV
cpos-328	453	10	be	be	AUX
cpos-328	453	11	the	the	DET
cpos-328	453	12	hardest	hard	ADJ
cpos-328	453	13	factor	factor	NOUN
cpos-328	453	14	to	to	PART
cpos-328	453	15	predict	predict	VERB
cpos-328	453	16	accurately	accurately	ADV
cpos-328	453	17	,	,	PUNCT
cpos-328	453	18	so	so	SCONJ
cpos-328	453	19	a	a	DET
cpos-328	453	20	forecast	forecast	NOUN
cpos-328	453	21	of	of	ADP
cpos-328	453	22	total	total	ADJ
cpos-328	453	23	population	population	NOUN
cpos-328	453	24	change	change	NOUN
cpos-328	453	25	in	in	ADP
cpos-328	453	26	broadly	broadly	ADV
cpos-328	453	27	-	-	PUNCT
cpos-328	453	28	defi	defi	NOUN
cpos-328	453	29	ned	ned	ADJ
cpos-328	453	30	age	age	NOUN
cpos-328	453	31	groups	group	NOUN
cpos-328	453	32	(	(	PUNCT
cpos-328	453	33	e.g.	e.g.	ADV
cpos-328	453	34	underage	underage	ADJ
cpos-328	453	35	children	child	NOUN
cpos-328	453	36	in	in	ADP
cpos-328	453	37	order	order	NOUN
cpos-328	453	38	to	to	PART
cpos-328	453	39	forecast	forecast	VERB
cpos-328	453	40	the	the	DET
cpos-328	453	41	demand	demand	NOUN
cpos-328	453	42	for	for	ADP
cpos-328	453	43	teachers	teacher	NOUN
cpos-328	453	44	)	)	PUNCT
cpos-328	453	45	,	,	PUNCT
cpos-328	453	46	which	which	PRON
cpos-328	453	47	is	be	AUX
cpos-328	453	48	of	of	ADP
cpos-328	453	49	practical	practical	ADJ
cpos-328	453	50	interest	interest	NOUN
cpos-328	453	51	to	to	ADP
cpos-328	453	52	local	local	ADJ
cpos-328	453	53	policy	policy	NOUN
cpos-328	453	54	-	-	PUNCT
cpos-328	453	55	makers	maker	NOUN
cpos-328	453	56	,	,	PUNCT
cpos-328	453	57	would	would	AUX
cpos-328	453	58	still	still	ADV
cpos-328	453	59	achieve	achieve	VERB
cpos-328	453	60	only	only	ADJ
cpos-328	453	61	moderate	moderate	ADJ
cpos-328	453	62	levels	level	NOUN
cpos-328	453	63	of	of	ADP
cpos-328	453	64	predictive	predictive	ADJ
cpos-328	453	65	accuracy	accuracy	NOUN
cpos-328	453	66	.	.	PUNCT
cpos-328	454	1	in	in	ADP
cpos-328	454	2	sum	sum	NOUN
cpos-328	454	3	,	,	PUNCT
cpos-328	454	4	it	it	PRON
cpos-328	454	5	is	be	AUX
cpos-328	454	6	hard	hard	ADJ
cpos-328	454	7	to	to	PART
cpos-328	454	8	predict	predict	VERB
cpos-328	454	9	whether	whether	SCONJ
cpos-328	454	10	the	the	DET
cpos-328	454	11	current	current	ADJ
cpos-328	454	12	trends	trend	NOUN
cpos-328	454	13	will	will	AUX
cpos-328	454	14	continue	continue	VERB
cpos-328	454	15	in	in	ADP
cpos-328	454	16	the	the	DET
cpos-328	454	17	near	near	ADJ
cpos-328	454	18	future	future	NOUN
cpos-328	454	19	.	.	PUNCT
cpos-328	455	1	many	many	ADJ
cpos-328	455	2	of	of	ADP
cpos-328	455	3	the	the	DET
cpos-328	455	4	patterns	pattern	NOUN
cpos-328	455	5	described	describe	VERB
cpos-328	455	6	above	above	ADV
cpos-328	455	7	are	be	AUX
cpos-328	455	8	intertwined	intertwine	VERB
cpos-328	455	9	;	;	PUNCT
cpos-328	455	10	for	for	ADP
cpos-328	455	11	instance	instance	NOUN
cpos-328	455	12	,	,	PUNCT
cpos-328	455	13	as	as	SCONJ
cpos-328	455	14	more	more	ADJ
cpos-328	455	15	immigrants	immigrant	NOUN
cpos-328	455	16	move	move	VERB
cpos-328	455	17	into	into	ADP
cpos-328	455	18	the	the	DET
cpos-328	455	19	city	city	NOUN
cpos-328	455	20	centres	centre	NOUN
cpos-328	455	21	and	and	CCONJ
cpos-328	455	22	housing	housing	NOUN
cpos-328	455	23	costs	cost	NOUN
cpos-328	455	24	rise	rise	VERB
cpos-328	455	25	,	,	PUNCT
cpos-328	455	26	natives	native	NOUN
cpos-328	455	27	are	be	AUX
cpos-328	455	28	more	more	ADV
cpos-328	455	29	likely	likely	ADJ
cpos-328	455	30	to	to	PART
cpos-328	455	31	relocate	relocate	VERB
cpos-328	455	32	to	to	ADP
cpos-328	455	33	the	the	DET
cpos-328	455	34	suburbs	suburb	NOUN
cpos-328	455	35	.	.	PUNCT
cpos-328	456	1	however	however	ADV
cpos-328	456	2	,	,	PUNCT
cpos-328	456	3	municipalities	municipality	NOUN
cpos-328	456	4	surrounding	surround	VERB
cpos-328	456	5	munich	munich	PROPN
cpos-328	456	6	or	or	CCONJ
cpos-328	456	7	stuttgart	stuttgart	PROPN
cpos-328	456	8	are	be	AUX
cpos-328	456	9	already	already	ADV
cpos-328	456	10	highly	highly	ADV
cpos-328	456	11	-	-	PUNCT
cpos-328	456	12	priced	price	VERB
cpos-328	456	13	when	when	SCONJ
cpos-328	456	14	it	it	PRON
cpos-328	456	15	comes	come	VERB
cpos-328	456	16	to	to	ADP
cpos-328	456	17	housing	housing	NOUN
cpos-328	456	18	and	and	CCONJ
cpos-328	456	19	are	be	AUX
cpos-328	456	20	also	also	ADV
cpos-328	456	21	densely	densely	ADV
cpos-328	456	22	populated	populated	ADJ
cpos-328	456	23	,	,	PUNCT
cpos-328	456	24	so	so	CCONJ
cpos-328	456	25	if	if	SCONJ
cpos-328	456	26	families	family	NOUN
cpos-328	456	27	want	want	VERB
cpos-328	456	28	lower	low	ADJ
cpos-328	456	29	housing	housing	NOUN
cpos-328	456	30	costs	cost	NOUN
cpos-328	456	31	,	,	PUNCT
cpos-328	456	32	this	this	PRON
cpos-328	456	33	requires	require	VERB
cpos-328	456	34	ever	ever	ADV
cpos-328	456	35	further	further	ADJ
cpos-328	456	36	commutes	commute	NOUN
cpos-328	456	37	to	to	PART
cpos-328	456	38	work	work	VERB
cpos-328	456	39	in	in	ADP
cpos-328	456	40	these	these	DET
cpos-328	456	41	regions	region	NOUN
cpos-328	456	42	.	.	PUNCT
cpos-328	457	1	if	if	SCONJ
cpos-328	457	2	immigration	immigration	NOUN
cpos-328	457	3	from	from	ADP
cpos-328	457	4	other	other	ADJ
cpos-328	457	5	countries	country	NOUN
cpos-328	457	6	were	be	AUX
cpos-328	457	7	to	to	PART
cpos-328	457	8	decline	decline	VERB
cpos-328	457	9	in	in	ADP
cpos-328	457	10	the	the	DET
cpos-328	457	11	coming	coming	ADJ
cpos-328	457	12	years	year	NOUN
cpos-328	457	13	,	,	PUNCT
cpos-328	457	14	the	the	DET
cpos-328	457	15	populations	population	NOUN
cpos-328	457	16	of	of	ADP
cpos-328	457	17	big	big	ADJ
cpos-328	457	18	cities	city	NOUN
cpos-328	457	19	would	would	AUX
cpos-328	457	20	start	start	VERB
cpos-328	457	21	to	to	PART
cpos-328	457	22	decrease	decrease	VERB
cpos-328	457	23	on	on	ADP
cpos-328	457	24	balance	balance	NOUN
cpos-328	457	25	,	,	PUNCT
cpos-328	457	26	since	since	SCONJ
cpos-328	457	27	natives	native	NOUN
cpos-328	457	28	are	be	AUX
cpos-328	457	29	already	already	ADV
cpos-328	457	30	leaving	leave	VERB
cpos-328	457	31	these	these	DET
cpos-328	457	32	cities	city	NOUN
cpos-328	457	33	in	in	ADP
cpos-328	457	34	considerable	considerable	ADJ
cpos-328	457	35	numbers	number	NOUN
cpos-328	457	36	.	.	PUNCT
cpos-328	458	1	this	this	DET
cpos-328	458	2	might	might	AUX
cpos-328	458	3	in	in	ADP
cpos-328	458	4	turn	turn	NOUN
cpos-328	458	5	make	make	VERB
cpos-328	458	6	the	the	DET
cpos-328	458	7	core	core	ADJ
cpos-328	458	8	cities	city	NOUN
cpos-328	458	9	more	more	ADV
cpos-328	458	10	attractive	attractive	ADJ
cpos-328	458	11	again	again	ADV
cpos-328	458	12	for	for	ADP
cpos-328	458	13	young	young	ADJ
cpos-328	458	14	people	people	NOUN
cpos-328	458	15	who	who	PRON
cpos-328	458	16	are	be	AUX
cpos-328	458	17	currently	currently	ADV
cpos-328	458	18	moving	move	VERB
cpos-328	458	19	to	to	ADP
cpos-328	458	20	the	the	DET
cpos-328	458	21	suburbs	suburb	NOUN
cpos-328	458	22	due	due	ADP
cpos-328	458	23	to	to	ADP
cpos-328	458	24	the	the	DET
cpos-328	458	25	lack	lack	NOUN
cpos-328	458	26	of	of	ADP
cpos-328	458	27	affordable	affordable	ADJ
cpos-328	458	28	apartments	apartment	NOUN
cpos-328	458	29	in	in	ADP
cpos-328	458	30	the	the	DET
cpos-328	458	31	city	city	NOUN
cpos-328	458	32	how	how	SCONJ
cpos-328	458	33	well	well	ADV
cpos-328	458	34	can	can	AUX
cpos-328	458	35	the	the	DET
cpos-328	458	36	migration	migration	NOUN
cpos-328	458	37	component	component	NOUN
cpos-328	458	38	of	of	ADP
cpos-328	458	39	regional	regional	ADJ
cpos-328	458	40	population	population	NOUN
cpos-328	458	41	change	change	NOUN
cpos-328	458	42	be	be	AUX
cpos-328	458	43	predicted	predict	VERB
cpos-328	458	44	?	?	PUNCT
cpos-328	459	1	•	•	NUM
cpos-328	459	2	171	171	NUM
cpos-328	459	3	centres	centre	NOUN
cpos-328	459	4	.	.	PUNCT
cpos-328	460	1	trend	trend	NOUN
cpos-328	460	2	reversals	reversal	NOUN
cpos-328	460	3	of	of	ADP
cpos-328	460	4	this	this	DET
cpos-328	460	5	sort	sort	NOUN
cpos-328	460	6	would	would	AUX
cpos-328	460	7	be	be	AUX
cpos-328	460	8	hard	hard	ADJ
cpos-328	460	9	to	to	PART
cpos-328	460	10	anticipate	anticipate	VERB
cpos-328	460	11	,	,	PUNCT
cpos-328	460	12	especially	especially	ADV
cpos-328	460	13	since	since	SCONJ
cpos-328	460	14	international	international	ADJ
cpos-328	460	15	migration	migration	NOUN
cpos-328	460	16	is	be	AUX
cpos-328	460	17	the	the	DET
cpos-328	460	18	big	big	ADJ
cpos-328	460	19	unknown	unknown	ADJ
cpos-328	460	20	variable	variable	NOUN
cpos-328	460	21	in	in	ADP
cpos-328	460	22	all	all	DET
cpos-328	460	23	demographic	demographic	ADJ
cpos-328	460	24	forecasts	forecast	NOUN
cpos-328	460	25	.	.	PUNCT
cpos-328	461	1	however	however	ADV
cpos-328	461	2	,	,	PUNCT
cpos-328	461	3	international	international	ADJ
cpos-328	461	4	migration	migration	NOUN
cpos-328	461	5	can	can	AUX
cpos-328	461	6	be	be	AUX
cpos-328	461	7	regulated	regulate	VERB
cpos-328	461	8	by	by	ADP
cpos-328	461	9	national	national	ADJ
cpos-328	461	10	and	and	CCONJ
cpos-328	461	11	european	european	ADJ
cpos-328	461	12	migration	migration	NOUN
cpos-328	461	13	policies	policy	NOUN
cpos-328	461	14	,	,	PUNCT
cpos-328	461	15	so	so	ADV
cpos-328	461	16	to	to	ADP
cpos-328	461	17	a	a	DET
cpos-328	461	18	certain	certain	ADJ
cpos-328	461	19	extent	extent	NOUN
cpos-328	461	20	policy	policy	NOUN
cpos-328	461	21	-	-	PUNCT
cpos-328	461	22	makers	maker	NOUN
cpos-328	461	23	have	have	VERB
cpos-328	461	24	the	the	DET
cpos-328	461	25	means	mean	NOUN
cpos-328	461	26	to	to	PART
cpos-328	461	27	frame	frame	VERB
cpos-328	461	28	the	the	DET
cpos-328	461	29	next	next	ADJ
cpos-328	461	30	demographic	demographic	ADJ
cpos-328	461	31	forecasts	forecast	NOUN
cpos-328	461	32	.	.	PUNCT
cpos-328	462	1	references	reference	NOUN
cpos-328	462	2	alders	alder	NOUN
cpos-328	462	3	,	,	PUNCT
cpos-328	462	4	maarten	maarten	PROPN
cpos-328	462	5	;	;	PUNCT
cpos-328	462	6	keilman	keilman	PROPN
cpos-328	462	7	,	,	PUNCT
cpos-328	462	8	nico	nico	PROPN
cpos-328	462	9	;	;	PUNCT
cpos-328	462	10	cruijsen	cruijsen	PROPN
cpos-328	462	11	,	,	PUNCT
cpos-328	462	12	harri	harri	NOUN
cpos-328	462	13	2007	2007	NUM
cpos-328	462	14	:	:	PUNCT
cpos-328	463	1	assumptions	assumption	NOUN
cpos-328	463	2	for	for	ADP
cpos-328	463	3	long	long	ADJ
cpos-328	463	4	-	-	PUNCT
cpos-328	463	5	term	term	NOUN
cpos-328	463	6	stochastic	stochastic	ADJ
cpos-328	463	7	population	population	NOUN
cpos-328	463	8	forecasts	forecast	NOUN
cpos-328	463	9	in	in	ADP
cpos-328	463	10	18	18	NUM
cpos-328	463	11	european	european	ADJ
cpos-328	463	12	countries	country	NOUN
cpos-328	463	13	.	.	PUNCT
cpos-328	464	1	in	in	ADP
cpos-328	464	2	:	:	PUNCT
cpos-328	464	3	european	european	ADJ
cpos-328	464	4	journal	journal	PROPN
cpos-328	464	5	of	of	ADP
cpos-328	464	6	population	population	NOUN
cpos-328	464	7	23,1	23,1	NOUN
cpos-328	464	8	:	:	PUNCT
cpos-328	464	9	33	33	NUM
cpos-328	464	10	-	-	SYM
cpos-328	464	11	69	69	NUM
cpos-328	464	12	[	[	X
cpos-328	464	13	doi	doi	NOUN
cpos-328	464	14	:	:	PUNCT
cpos-328	464	15	10.1007	10.1007	NUM
cpos-328	464	16	/	/	SYM
cpos-328	464	17	s10680	s10680	VERB
cpos-328	464	18	-	-	PUNCT
cpos-328	464	19	006	006	NUM
cpos-328	464	20	-	-	PUNCT
cpos-328	464	21	9104	9104	NUM
cpos-328	464	22	-	-	SYM
cpos-328	464	23	4	4	NUM
cpos-328	464	24	]	]	PUNCT
cpos-328	464	25	.	.	PUNCT
cpos-328	465	1	allaire	allaire	PROPN
cpos-328	465	2	,	,	PUNCT
cpos-328	465	3	joseph	joseph	PROPN
cpos-328	465	4	j.	j.	PROPN
cpos-328	465	5	;	;	PUNCT
cpos-328	465	6	chollet	chollet	PROPN
cpos-328	465	7	,	,	PUNCT
cpos-328	465	8	françois	françois	PROPN
cpos-328	465	9	2018	2018	NUM
cpos-328	465	10	:	:	PUNCT
cpos-328	465	11	keras	keras	PROPN
cpos-328	465	12	:	:	PUNCT
cpos-328	465	13	r	r	NOUN
cpos-328	465	14	interface	interface	NOUN
cpos-328	465	15	to	to	ADP
cpos-328	465	16	‘	'	PUNCT
cpos-328	465	17	keras	keras	X
cpos-328	465	18	’	'	PUNCT
cpos-328	465	19	.	.	PUNCT
cpos-328	466	1	r	r	NOUN
cpos-328	466	2	package	package	NOUN
cpos-328	466	3	version	version	NOUN
cpos-328	466	4	2.2.4	2.2.4	NUM
cpos-328	466	5	[	[	X
cpos-328	466	6	https://cran.r-project.org/package=keras	https://cran.r-project.org/package=keras	X
cpos-328	466	7	,	,	PUNCT
cpos-328	466	8	31.07.2019	31.07.2019	NUM
cpos-328	466	9	]	]	PUNCT
cpos-328	466	10	.	.	PUNCT
cpos-328	467	1	anderson	anderson	PROPN
cpos-328	467	2	,	,	PUNCT
cpos-328	467	3	chris	chris	PROPN
cpos-328	467	4	2008	2008	NUM
cpos-328	467	5	:	:	PUNCT
cpos-328	467	6	the	the	DET
cpos-328	467	7	end	end	NOUN
cpos-328	467	8	of	of	ADP
cpos-328	467	9	theory	theory	NOUN
cpos-328	467	10	:	:	PUNCT
cpos-328	467	11	the	the	DET
cpos-328	467	12	data	data	NOUN
cpos-328	467	13	deluge	deluge	NOUN
cpos-328	467	14	makes	make	VERB
cpos-328	467	15	the	the	DET
cpos-328	467	16	scientifi	scientifi	NOUN
cpos-328	467	17	c	c	PROPN
cpos-328	467	18	method	method	NOUN
cpos-328	467	19	obsolete	obsolete	ADJ
cpos-328	467	20	.	.	PUNCT
cpos-328	468	1	in	in	ADP
cpos-328	468	2	:	:	PUNCT
cpos-328	468	3	wired	wired	ADJ
cpos-328	468	4	magazine	magazine	NOUN
cpos-328	468	5	16,7	16,7	NUM
cpos-328	468	6	:	:	PUNCT
cpos-328	468	7	16	16	NUM
cpos-328	468	8	-	-	SYM
cpos-328	468	9	07	07	NUM
cpos-328	468	10	.	.	PUNCT
cpos-328	469	1	athey	athey	PROPN
cpos-328	469	2	,	,	PUNCT
cpos-328	469	3	susan	susan	PROPN
cpos-328	469	4	2017	2017	NUM
cpos-328	469	5	:	:	PUNCT
cpos-328	469	6	beyond	beyond	ADP
cpos-328	469	7	prediction	prediction	NOUN
cpos-328	469	8	:	:	PUNCT
cpos-328	469	9	using	use	VERB
cpos-328	469	10	big	big	ADJ
cpos-328	469	11	data	datum	NOUN
cpos-328	469	12	for	for	ADP
cpos-328	469	13	policy	policy	NOUN
cpos-328	469	14	problems	problem	NOUN
cpos-328	469	15	.	.	PUNCT
cpos-328	470	1	in	in	ADP
cpos-328	470	2	:	:	PUNCT
cpos-328	470	3	science	science	NOUN
cpos-328	470	4	355,6324	355,6324	NUM
cpos-328	470	5	:	:	PUNCT
cpos-328	470	6	483	483	NUM
cpos-328	470	7	-	-	SYM
cpos-328	470	8	485	485	NUM
cpos-328	470	9	[	[	X
cpos-328	470	10	doi	doi	NOUN
cpos-328	470	11	:	:	PUNCT
cpos-328	470	12	10.1126	10.1126	NUM
cpos-328	470	13	/	/	SYM
cpos-328	470	14	science.aal4321	science.aal4321	NUM
cpos-328	470	15	]	]	PUNCT
cpos-328	470	16	.	.	PUNCT
cpos-328	471	1	athey	athey	PROPN
cpos-328	471	2	,	,	PUNCT
cpos-328	471	3	susan	susan	PROPN
cpos-328	471	4	2019	2019	NUM
cpos-328	471	5	:	:	PUNCT
cpos-328	471	6	the	the	DET
cpos-328	471	7	impact	impact	NOUN
cpos-328	471	8	of	of	ADP
cpos-328	471	9	machine	machine	NOUN
cpos-328	471	10	learning	learn	VERB
cpos-328	471	11	on	on	ADP
cpos-328	471	12	economics	economic	NOUN
cpos-328	471	13	.	.	PUNCT
cpos-328	472	1	in	in	ADP
cpos-328	472	2	:	:	PUNCT
cpos-328	472	3	agrawal	agrawal	PROPN
cpos-328	472	4	,	,	PUNCT
cpos-328	472	5	ajay	ajay	NOUN
cpos-328	472	6	;	;	PUNCT
cpos-328	472	7	gans	gan	NOUN
cpos-328	472	8	,	,	PUNCT
cpos-328	472	9	joshua	joshua	PROPN
cpos-328	472	10	;	;	PUNCT
cpos-328	472	11	goldfarb	goldfarb	PROPN
cpos-328	472	12	,	,	PUNCT
cpos-328	472	13	avi	avi	NOUN
cpos-328	472	14	(	(	PUNCT
cpos-328	472	15	eds	ed	NOUN
cpos-328	472	16	.	.	PROPN
cpos-328	472	17	):	):	PUNCT
cpos-328	472	18	the	the	DET
cpos-328	472	19	economics	economic	NOUN
cpos-328	472	20	of	of	ADP
cpos-328	472	21	artifi	artifi	PROPN
cpos-328	472	22	cial	cial	ADJ
cpos-328	472	23	intelligence	intelligence	NOUN
cpos-328	472	24	:	:	PUNCT
cpos-328	472	25	an	an	DET
cpos-328	472	26	agenda	agenda	NOUN
cpos-328	472	27	.	.	PUNCT
cpos-328	473	1	university	university	NOUN
cpos-328	473	2	of	of	ADP
cpos-328	473	3	chicago	chicago	PROPN
cpos-328	473	4	press	press	PROPN
cpos-328	473	5	.	.	PUNCT
cpos-328	474	1	bauernschuster	bauernschuster	PROPN
cpos-328	474	2	,	,	PUNCT
cpos-328	474	3	stefan	stefan	PROPN
cpos-328	474	4	et	et	PROPN
cpos-328	474	5	al	al	PROPN
cpos-328	474	6	.	.	PROPN
cpos-328	474	7	2014	2014	NUM
cpos-328	474	8	:	:	PUNCT
cpos-328	474	9	why	why	SCONJ
cpos-328	474	10	are	be	AUX
cpos-328	474	11	educated	educate	VERB
cpos-328	474	12	and	and	CCONJ
cpos-328	474	13	risk	risk	NOUN
cpos-328	474	14	-	-	PUNCT
cpos-328	474	15	loving	love	VERB
cpos-328	474	16	persons	person	NOUN
cpos-328	474	17	more	more	ADV
cpos-328	474	18	mobile	mobile	ADJ
cpos-328	474	19	across	across	ADP
cpos-328	474	20	regions	region	NOUN
cpos-328	474	21	?	?	PUNCT
cpos-328	475	1	in	in	ADP
cpos-328	475	2	:	:	PUNCT
cpos-328	475	3	journal	journal	NOUN
cpos-328	475	4	of	of	ADP
cpos-328	475	5	economic	economic	ADJ
cpos-328	475	6	behavior	behavior	NOUN
cpos-328	475	7	&	&	CCONJ
cpos-328	475	8	organization	organization	PROPN
cpos-328	475	9	98	98	NUM
cpos-328	475	10	:	:	PUNCT
cpos-328	475	11	56	56	NUM
cpos-328	475	12	-	-	SYM
cpos-328	475	13	69	69	NUM
cpos-328	475	14	[	[	X
cpos-328	475	15	doi	doi	NOUN
cpos-328	475	16	:	:	PUNCT
cpos-328	475	17	10.1016	10.1016	NUM
cpos-328	475	18	/	/	SYM
cpos-328	475	19	j.jebo.2013.12.011	j.jebo.2013.12.011	PROPN
cpos-328	475	20	]	]	PUNCT
cpos-328	475	21	.	.	PUNCT
cpos-328	476	1	bansak	bansak	PROPN
cpos-328	476	2	,	,	PUNCT
cpos-328	476	3	kirk	kirk	PROPN
cpos-328	476	4	et	et	PROPN
cpos-328	476	5	al	al	PROPN
cpos-328	476	6	.	.	PROPN
cpos-328	476	7	2018	2018	NUM
cpos-328	476	8	:	:	PUNCT
cpos-328	476	9	improving	improve	VERB
cpos-328	476	10	refugee	refugee	NOUN
cpos-328	476	11	integration	integration	NOUN
cpos-328	476	12	through	through	ADP
cpos-328	476	13	data	data	NOUN
cpos-328	476	14	-	-	PUNCT
cpos-328	476	15	driven	drive	VERB
cpos-328	476	16	algorithmic	algorithmic	ADJ
cpos-328	476	17	assignment	assignment	NOUN
cpos-328	476	18	.	.	PUNCT
cpos-328	477	1	in	in	ADP
cpos-328	477	2	:	:	PUNCT
cpos-328	477	3	science	science	NOUN
cpos-328	477	4	359,6373	359,6373	NUM
cpos-328	477	5	:	:	PUNCT
cpos-328	477	6	325	325	NUM
cpos-328	477	7	-	-	SYM
cpos-328	477	8	329	329	NUM
cpos-328	477	9	[	[	X
cpos-328	477	10	doi	doi	NOUN
cpos-328	477	11	:	:	PUNCT
cpos-328	477	12	10.1126	10.1126	NUM
cpos-328	477	13	/	/	SYM
cpos-328	477	14	science.aao4408	science.aao4408	X
cpos-328	477	15	]	]	X
cpos-328	477	16	.	.	PUNCT
cpos-328	478	1	bbsr	bbsr	PROPN
cpos-328	478	2	(	(	PUNCT
cpos-328	478	3	bundesamt	bundesamt	VERB
cpos-328	478	4	für	für	PROPN
cpos-328	478	5	bauwesen	bauwesen	ADJ
cpos-328	478	6	und	und	PROPN
cpos-328	478	7	raumordnung	raumordnung	NOUN
cpos-328	478	8	)	)	PUNCT
cpos-328	478	9	2008	2008	NUM
cpos-328	478	10	.	.	PUNCT
cpos-328	479	1	raumordnungsprognose	raumordnungsprognose	NOUN
cpos-328	479	2	2025	2025	NUM
cpos-328	479	3	.	.	PUNCT
cpos-328	480	1	bbr	bbr	PROPN
cpos-328	480	2	-	-	PUNCT
cpos-328	480	3	berichte	berichte	PROPN
cpos-328	480	4	kompakt	kompakt	PROPN
cpos-328	480	5	2/2008	2/2008	PROPN
cpos-328	480	6	[	[	PUNCT
cpos-328	480	7	https://www.bbsr.bund.de/bbsr/de/veroeffentlichungen/berichtekompakt/2008/dl_2_2008.pdf	https://www.bbsr.bund.de/bbsr/de/veroeffentlichungen/berichtekompakt/2008/dl_2_2008.pdf	NOUN
cpos-328	480	8	;	;	PUNCT
cpos-328	480	9	01.08.2019	01.08.2019	X
cpos-328	480	10	]	]	X
cpos-328	480	11	.	.	PUNCT
cpos-328	481	1	bertelsmann	bertelsmann	PROPN
cpos-328	481	2	stiftung	stiftung	PROPN
cpos-328	481	3	2018	2018	NUM
cpos-328	481	4	:	:	PUNCT
cpos-328	481	5	wegweiser	wegweiser	NOUN
cpos-328	481	6	kommune	kommune	PROPN
cpos-328	481	7	.	.	PUNCT
cpos-328	482	1	scientifi	scientifi	PROPN
cpos-328	482	2	c	c	PROPN
cpos-328	482	3	use	use	VERB
cpos-328	482	4	file	file	NOUN
cpos-328	482	5	(	(	PUNCT
cpos-328	482	6	jg	jg	PROPN
cpos-328	482	7	.	.	PROPN
cpos-328	482	8	2009	2009	NUM
cpos-328	482	9	-	-	SYM
cpos-328	482	10	2015	2015	NUM
cpos-328	482	11	)	)	PUNCT
cpos-328	482	12	des	de	NOUN
cpos-328	482	13	zefir	zefir	PROPN
cpos-328	482	14	und	und	VERB
cpos-328	482	15	der	der	ADJ
cpos-328	482	16	bertelsmann	bertelsmann	PROPN
cpos-328	482	17	stiftung	stiftung	PROPN
cpos-328	483	1	[	[	X
cpos-328	483	2	www.wegweiser-kommune.de	www.wegweiser-kommune.de	NOUN
cpos-328	483	3	,	,	PUNCT
cpos-328	483	4	31.07.2019	31.07.2019	NUM
cpos-328	483	5	]	]	PUNCT
cpos-328	483	6	.	.	PUNCT
cpos-328	484	1	bujard	bujard	PROPN
cpos-328	484	2	,	,	PUNCT
cpos-328	484	3	martin	martin	PROPN
cpos-328	484	4	;	;	PUNCT
cpos-328	484	5	scheller	scheller	NOUN
cpos-328	484	6	,	,	PUNCT
cpos-328	484	7	melanie	melanie	PROPN
cpos-328	484	8	2017	2017	NUM
cpos-328	484	9	:	:	PUNCT
cpos-328	484	10	impact	impact	NOUN
cpos-328	484	11	of	of	ADP
cpos-328	484	12	regional	regional	ADJ
cpos-328	484	13	factors	factor	NOUN
cpos-328	484	14	on	on	ADP
cpos-328	484	15	cohort	cohort	NOUN
cpos-328	484	16	fertility	fertility	NOUN
cpos-328	484	17	.	.	PUNCT
cpos-328	485	1	new	new	ADJ
cpos-328	485	2	estimations	estimation	NOUN
cpos-328	485	3	at	at	ADP
cpos-328	485	4	the	the	DET
cpos-328	485	5	district	district	NOUN
cpos-328	485	6	level	level	NOUN
cpos-328	485	7	in	in	ADP
cpos-328	485	8	germany	germany	PROPN
cpos-328	485	9	.	.	PUNCT
cpos-328	486	1	in	in	ADP
cpos-328	486	2	:	:	PUNCT
cpos-328	486	3	comparative	comparative	ADJ
cpos-328	486	4	population	population	NOUN
cpos-328	486	5	studies	study	NOUN
cpos-328	486	6	42	42	NUM
cpos-328	486	7	:	:	PUNCT
cpos-328	486	8	55	55	NUM
cpos-328	486	9	-	-	SYM
cpos-328	486	10	88	88	NUM
cpos-328	486	11	[	[	X
cpos-328	486	12	doi	doi	NOUN
cpos-328	486	13	:	:	PUNCT
cpos-328	486	14	10.12765	10.12765	NUM
cpos-328	486	15	/	/	SYM
cpos-328	486	16	cpos-2017	cpos-2017	NOUN
cpos-328	486	17	-	-	PUNCT
cpos-328	486	18	07en	07en	NOUN
cpos-328	486	19	]	]	PUNCT
cpos-328	486	20	.	.	PUNCT
cpos-328	486	21	busch	busch	PROPN
cpos-328	486	22	,	,	PUNCT
cpos-328	486	23	roland	roland	PROPN
cpos-328	486	24	2016	2016	NUM
cpos-328	486	25	:	:	PUNCT
cpos-328	486	26	inländische	inländische	NOUN
cpos-328	486	27	wanderungen	wanderungen	NOUN
cpos-328	486	28	in	in	ADP
cpos-328	486	29	deutschland	deutschland	NOUN
cpos-328	486	30	–	–	PUNCT
cpos-328	486	31	wer	wer	NOUN
cpos-328	486	32	gewinnt	gewinnt	NOUN
cpos-328	486	33	und	und	VERB
cpos-328	486	34	wer	wer	NOUN
cpos-328	486	35	verliert	verliert	NOUN
cpos-328	486	36	?	?	PUNCT
cpos-328	487	1	in	in	ADP
cpos-328	487	2	:	:	PUNCT
cpos-328	487	3	zeitschrift	zeitschrift	NOUN
cpos-328	487	4	für	für	PROPN
cpos-328	487	5	immobilienökonomie	immobilienökonomie	VERB
cpos-328	487	6	2,2	2,2	NUM
cpos-328	487	7	:	:	PUNCT
cpos-328	487	8	81	81	NUM
cpos-328	487	9	-	-	SYM
cpos-328	487	10	101	101	NUM
cpos-328	487	11	[	[	X
cpos-328	487	12	doi	doi	NOUN
cpos-328	487	13	:	:	PUNCT
cpos-328	487	14	10.1365	10.1365	NUM
cpos-328	487	15	/	/	SYM
cpos-328	487	16	s41056	s41056	NOUN
cpos-328	487	17	-	-	PUNCT
cpos-328	487	18	0160012	0160012	NUM
cpos-328	487	19	-	-	SYM
cpos-328	487	20	3	3	NUM
cpos-328	487	21	]	]	PUNCT
cpos-328	487	22	.	.	PUNCT
cpos-328	488	1	cadwallader	cadwallader	PROPN
cpos-328	488	2	,	,	PUNCT
cpos-328	488	3	martin	martin	PROPN
cpos-328	488	4	1989	1989	NUM
cpos-328	488	5	:	:	PUNCT
cpos-328	488	6	a	a	DET
cpos-328	488	7	conceptual	conceptual	ADJ
cpos-328	488	8	framework	framework	NOUN
cpos-328	488	9	for	for	ADP
cpos-328	488	10	analysing	analyse	VERB
cpos-328	488	11	migration	migration	NOUN
cpos-328	488	12	behaviour	behaviour	NOUN
cpos-328	488	13	in	in	ADP
cpos-328	488	14	the	the	DET
cpos-328	488	15	developed	developed	ADJ
cpos-328	488	16	world	world	NOUN
cpos-328	488	17	.	.	PUNCT
cpos-328	489	1	in	in	ADP
cpos-328	489	2	:	:	PUNCT
cpos-328	489	3	progress	progress	NOUN
cpos-328	489	4	in	in	ADP
cpos-328	489	5	human	human	ADJ
cpos-328	489	6	geography	geography	NOUN
cpos-328	489	7	13,4	13,4	NUM
cpos-328	489	8	:	:	PUNCT
cpos-328	489	9	494	494	NUM
cpos-328	489	10	-	-	SYM
cpos-328	489	11	511	511	NUM
cpos-328	489	12	[	[	X
cpos-328	489	13	doi	doi	NOUN
cpos-328	489	14	:	:	PUNCT
cpos-328	489	15	10.1177/030913258901300402	10.1177/030913258901300402	NUM
cpos-328	489	16	]	]	PUNCT
cpos-328	489	17	.	.	PUNCT
cpos-328	490	1	calude	calude	PROPN
cpos-328	490	2	,	,	PUNCT
cpos-328	490	3	cristian	cristian	PROPN
cpos-328	490	4	s.	s.	PROPN
cpos-328	490	5	;	;	PUNCT
cpos-328	490	6	longo	longo	PROPN
cpos-328	490	7	,	,	PUNCT
cpos-328	490	8	giuseppe	giuseppe	PROPN
cpos-328	490	9	2017	2017	NUM
cpos-328	490	10	:	:	PUNCT
cpos-328	490	11	the	the	DET
cpos-328	490	12	deluge	deluge	NOUN
cpos-328	490	13	of	of	ADP
cpos-328	490	14	spurious	spurious	ADJ
cpos-328	490	15	correlations	correlation	NOUN
cpos-328	490	16	in	in	ADP
cpos-328	490	17	big	big	ADJ
cpos-328	490	18	data	datum	NOUN
cpos-328	490	19	.	.	PUNCT
cpos-328	491	1	in	in	ADP
cpos-328	491	2	:	:	PUNCT
cpos-328	491	3	foundations	foundation	NOUN
cpos-328	491	4	of	of	ADP
cpos-328	491	5	science	science	NOUN
cpos-328	491	6	22,3	22,3	NUM
cpos-328	491	7	:	:	PUNCT
cpos-328	491	8	595	595	NUM
cpos-328	491	9	-	-	NUM
cpos-328	491	10	612	612	NUM
cpos-328	492	1	[	[	X
cpos-328	492	2	doi	doi	NOUN
cpos-328	492	3	:	:	PUNCT
cpos-328	492	4	10.1007	10.1007	NUM
cpos-328	492	5	/	/	SYM
cpos-328	492	6	s10699	s10699	NOUN
cpos-328	492	7	-	-	PUNCT
cpos-328	492	8	016	016	NUM
cpos-328	492	9	-	-	PUNCT
cpos-328	492	10	9489	9489	NUM
cpos-328	492	11	-	-	PUNCT
cpos-328	492	12	4	4	NUM
cpos-328	492	13	]	]	PUNCT
cpos-328	492	14	.	.	PUNCT
cpos-328	493	1	chen	chen	PROPN
cpos-328	493	2	,	,	PUNCT
cpos-328	493	3	tianqi	tianqi	NOUN
cpos-328	493	4	et	et	PROPN
cpos-328	493	5	al	al	PROPN
cpos-328	493	6	.	.	PROPN
cpos-328	493	7	2019	2019	NUM
cpos-328	493	8	:	:	PUNCT
cpos-328	494	1	xgboost	xgboost	ADV
cpos-328	494	2	:	:	PUNCT
cpos-328	495	1	extreme	extreme	ADJ
cpos-328	495	2	gradient	gradient	NOUN
cpos-328	495	3	boosting	boosting	NOUN
cpos-328	495	4	.	.	PUNCT
cpos-328	496	1	r	r	NOUN
cpos-328	496	2	package	package	NOUN
cpos-328	496	3	version	version	NOUN
cpos-328	496	4	0.82.1	0.82.1	PUNCT
cpos-328	497	1	[	[	X
cpos-328	497	2	https://cran.r-project.org/package=xgboost	https://cran.r-project.org/package=xgboost	X
cpos-328	497	3	,	,	PUNCT
cpos-328	497	4	31.07.2019	31.07.2019	NUM
cpos-328	497	5	]	]	PUNCT
cpos-328	497	6	.	.	PUNCT
cpos-328	498	1	chollet	chollet	PROPN
cpos-328	498	2	,	,	PUNCT
cpos-328	498	3	françois	françois	PROPN
cpos-328	498	4	;	;	PUNCT
cpos-328	498	5	allaire	allaire	PROPN
cpos-328	498	6	,	,	PUNCT
cpos-328	498	7	joseph	joseph	PROPN
cpos-328	498	8	j.	j.	PROPN
cpos-328	498	9	2018	2018	NUM
cpos-328	498	10	:	:	PUNCT
cpos-328	498	11	deep	deep	ADJ
cpos-328	498	12	learning	learn	VERB
cpos-328	498	13	with	with	ADP
cpos-328	498	14	r.	r.	PROPN
cpos-328	498	15	manning	manning	NOUN
cpos-328	498	16	.	.	PUNCT
cpos-328	499	1	•	•	NUM
cpos-328	499	2	hannes	hannes	PROPN
cpos-328	499	3	weber172	weber172	PROPN
cpos-328	499	4	clark	clark	PROPN
cpos-328	499	5	,	,	PUNCT
cpos-328	499	6	william	william	PROPN
cpos-328	499	7	arthur	arthur	PROPN
cpos-328	499	8	1991	1991	NUM
cpos-328	499	9	:	:	PUNCT
cpos-328	499	10	residential	residential	ADJ
cpos-328	499	11	preferences	preference	NOUN
cpos-328	499	12	and	and	CCONJ
cpos-328	499	13	neighborhood	neighborhood	NOUN
cpos-328	499	14	racial	racial	ADJ
cpos-328	499	15	segregation	segregation	NOUN
cpos-328	499	16	:	:	PUNCT
cpos-328	499	17	a	a	DET
cpos-328	499	18	test	test	NOUN
cpos-328	499	19	of	of	ADP
cpos-328	499	20	the	the	DET
cpos-328	499	21	schelling	schelling	PROPN
cpos-328	499	22	segregation	segregation	PROPN
cpos-328	499	23	model	model	NOUN
cpos-328	499	24	.	.	PUNCT
cpos-328	500	1	in	in	ADP
cpos-328	500	2	:	:	PUNCT
cpos-328	500	3	demography	demography	NOUN
cpos-328	500	4	28,1	28,1	NOUN
cpos-328	500	5	:	:	PUNCT
cpos-328	500	6	1	1	NUM
cpos-328	500	7	-	-	SYM
cpos-328	500	8	19	19	NUM
cpos-328	500	9	[	[	X
cpos-328	500	10	doi	doi	NOUN
cpos-328	500	11	:	:	PUNCT
cpos-328	500	12	10.2307/2061333	10.2307/2061333	NUM
cpos-328	500	13	]	]	PUNCT
cpos-328	500	14	.	.	PUNCT
cpos-328	501	1	clark	clark	PROPN
cpos-328	501	2	,	,	PUNCT
cpos-328	501	3	william	william	PROPN
cpos-328	501	4	arthur	arthur	PROPN
cpos-328	501	5	;	;	PUNCT
cpos-328	501	6	drever	drever	PROPN
cpos-328	501	7	,	,	PUNCT
cpos-328	501	8	anita	anita	PROPN
cpos-328	501	9	i.	i.	PROPN
cpos-328	501	10	2000	2000	NUM
cpos-328	501	11	:	:	PUNCT
cpos-328	501	12	residential	residential	ADJ
cpos-328	501	13	mobility	mobility	NOUN
cpos-328	501	14	in	in	ADP
cpos-328	501	15	a	a	DET
cpos-328	501	16	constrained	constrain	VERB
cpos-328	501	17	housing	housing	NOUN
cpos-328	501	18	market	market	NOUN
cpos-328	501	19	:	:	PUNCT
cpos-328	501	20	implications	implication	NOUN
cpos-328	501	21	for	for	ADP
cpos-328	501	22	ethnic	ethnic	ADJ
cpos-328	501	23	populations	population	NOUN
cpos-328	501	24	in	in	ADP
cpos-328	501	25	germany	germany	PROPN
cpos-328	501	26	.	.	PUNCT
cpos-328	502	1	in	in	ADP
cpos-328	502	2	:	:	PUNCT
cpos-328	502	3	environment	environment	NOUN
cpos-328	502	4	and	and	CCONJ
cpos-328	502	5	planning	plan	VERB
cpos-328	502	6	a	a	DET
cpos-328	502	7	32,5	32,5	NUM
cpos-328	502	8	:	:	PUNCT
cpos-328	502	9	833	833	NUM
cpos-328	502	10	-	-	SYM
cpos-328	502	11	846	846	NUM
cpos-328	502	12	[	[	X
cpos-328	502	13	doi	doi	NOUN
cpos-328	502	14	:	:	PUNCT
cpos-328	502	15	10.1068	10.1068	NUM
cpos-328	502	16	/	/	SYM
cpos-328	502	17	a3222	a3222	PROPN
cpos-328	502	18	]	]	PUNCT
cpos-328	502	19	.	.	PUNCT
cpos-328	503	1	cohen	cohen	PROPN
cpos-328	503	2	,	,	PUNCT
cpos-328	503	3	joel	joel	PROPN
cpos-328	503	4	e.	e.	PROPN
cpos-328	503	5	et	et	PROPN
cpos-328	503	6	al	al	PROPN
cpos-328	503	7	.	.	PROPN
cpos-328	503	8	2008	2008	NUM
cpos-328	503	9	:	:	PUNCT
cpos-328	503	10	international	international	ADJ
cpos-328	503	11	migration	migration	NOUN
cpos-328	503	12	beyond	beyond	ADP
cpos-328	503	13	gravity	gravity	NOUN
cpos-328	503	14	:	:	PUNCT
cpos-328	503	15	a	a	DET
cpos-328	503	16	statistical	statistical	ADJ
cpos-328	503	17	model	model	NOUN
cpos-328	503	18	for	for	ADP
cpos-328	503	19	use	use	NOUN
cpos-328	503	20	in	in	ADP
cpos-328	503	21	population	population	NOUN
cpos-328	503	22	projections	projection	NOUN
cpos-328	503	23	.	.	PUNCT
cpos-328	504	1	in	in	ADP
cpos-328	504	2	:	:	PUNCT
cpos-328	504	3	proceedings	proceeding	NOUN
cpos-328	504	4	of	of	ADP
cpos-328	504	5	the	the	DET
cpos-328	504	6	national	national	PROPN
cpos-328	504	7	academy	academy	PROPN
cpos-328	504	8	of	of	ADP
cpos-328	504	9	sciences	science	NOUN
cpos-328	504	10	105,40	105,40	NUM
cpos-328	504	11	:	:	PUNCT
cpos-328	504	12	15269	15269	NUM
cpos-328	504	13	-	-	SYM
cpos-328	504	14	15274	15274	NUM
cpos-328	504	15	[	[	X
cpos-328	504	16	doi	doi	NOUN
cpos-328	504	17	:	:	PUNCT
cpos-328	504	18	10.1073	10.1073	NUM
cpos-328	504	19	/	/	SYM
cpos-328	504	20	pnas.0808185105	pnas.0808185105	NOUN
cpos-328	504	21	]	]	PUNCT
cpos-328	504	22	.	.	PUNCT
cpos-328	505	1	cranmer	cranmer	PROPN
cpos-328	505	2	,	,	PUNCT
cpos-328	505	3	skyler	skyler	PROPN
cpos-328	505	4	j.	j.	PROPN
cpos-328	505	5	;	;	PUNCT
cpos-328	505	6	desmarais	desmarais	PROPN
cpos-328	505	7	,	,	PUNCT
cpos-328	505	8	bruce	bruce	PROPN
cpos-328	505	9	a.	a.	PROPN
cpos-328	505	10	2017	2017	NUM
cpos-328	505	11	:	:	PUNCT
cpos-328	505	12	what	what	PRON
cpos-328	505	13	can	can	AUX
cpos-328	505	14	we	we	PRON
cpos-328	505	15	learn	learn	VERB
cpos-328	505	16	from	from	ADP
cpos-328	505	17	predictive	predictive	ADJ
cpos-328	505	18	modeling	modeling	NOUN
cpos-328	505	19	?	?	PUNCT
cpos-328	506	1	in	in	ADP
cpos-328	506	2	:	:	PUNCT
cpos-328	506	3	political	political	ADJ
cpos-328	506	4	analysis	analysis	NOUN
cpos-328	506	5	25,2	25,2	NUM
cpos-328	506	6	:	:	PUNCT
cpos-328	506	7	145	145	NUM
cpos-328	506	8	-	-	SYM
cpos-328	506	9	166	166	NUM
cpos-328	506	10	.	.	PUNCT
cpos-328	506	11	de	de	PROPN
cpos-328	506	12	jong	jong	PROPN
cpos-328	506	13	,	,	PUNCT
cpos-328	506	14	gordon	gordon	PROPN
cpos-328	506	15	f.	f.	PROPN
cpos-328	506	16	et	et	PROPN
cpos-328	506	17	al	al	PROPN
cpos-328	506	18	.	.	PROPN
cpos-328	506	19	1983	1983	NUM
cpos-328	506	20	:	:	PUNCT
cpos-328	506	21	international	international	ADJ
cpos-328	506	22	and	and	CCONJ
cpos-328	506	23	internal	internal	ADJ
cpos-328	506	24	migration	migration	NOUN
cpos-328	506	25	decision	decision	NOUN
cpos-328	506	26	making	make	VERB
cpos-328	506	27	:	:	PUNCT
cpos-328	506	28	a	a	DET
cpos-328	506	29	value	value	NOUN
cpos-328	506	30	-	-	PUNCT
cpos-328	506	31	expectancy	expectancy	NOUN
cpos-328	506	32	based	base	VERB
cpos-328	506	33	analytical	analytical	ADJ
cpos-328	506	34	framework	framework	NOUN
cpos-328	506	35	of	of	ADP
cpos-328	506	36	intentions	intention	NOUN
cpos-328	506	37	to	to	PART
cpos-328	506	38	move	move	VERB
cpos-328	506	39	from	from	ADP
cpos-328	506	40	a	a	DET
cpos-328	506	41	rural	rural	ADJ
cpos-328	506	42	philippine	philippine	ADJ
cpos-328	506	43	province	province	NOUN
cpos-328	506	44	.	.	PUNCT
cpos-328	507	1	in	in	ADP
cpos-328	507	2	:	:	PUNCT
cpos-328	507	3	international	international	ADJ
cpos-328	507	4	migration	migration	NOUN
cpos-328	507	5	review	review	NOUN
cpos-328	507	6	17,3	17,3	NUM
cpos-328	507	7	:	:	PUNCT
cpos-328	507	8	470	470	NUM
cpos-328	507	9	-	-	SYM
cpos-328	507	10	484	484	NUM
cpos-328	508	1	[	[	X
cpos-328	508	2	doi	doi	NOUN
cpos-328	508	3	:	:	PUNCT
cpos-328	508	4	10.1177/019791838301700305	10.1177/019791838301700305	NUM
cpos-328	508	5	]	]	X
cpos-328	508	6	.	.	PUNCT
cpos-328	509	1	dowding	dowding	PROPN
cpos-328	509	2	,	,	PUNCT
cpos-328	509	3	keith	keith	PROPN
cpos-328	509	4	;	;	PUNCT
cpos-328	509	5	miller	miller	PROPN
cpos-328	509	6	,	,	PUNCT
cpos-328	509	7	charles	charles	PROPN
cpos-328	509	8	2019	2019	NUM
cpos-328	509	9	:	:	PUNCT
cpos-328	509	10	on	on	ADP
cpos-328	509	11	prediction	prediction	NOUN
cpos-328	509	12	in	in	ADP
cpos-328	509	13	political	political	ADJ
cpos-328	509	14	science	science	NOUN
cpos-328	509	15	.	.	PUNCT
cpos-328	510	1	in	in	ADP
cpos-328	510	2	:	:	PUNCT
cpos-328	510	3	european	european	ADJ
cpos-328	510	4	journal	journal	PROPN
cpos-328	510	5	of	of	ADP
cpos-328	510	6	political	political	ADJ
cpos-328	510	7	research	research	NOUN
cpos-328	510	8	58,3	58,3	NUM
cpos-328	510	9	:	:	PUNCT
cpos-328	510	10	1001	1001	NUM
cpos-328	510	11	-	-	SYM
cpos-328	510	12	1018	1018	NUM
cpos-328	510	13	[	[	X
cpos-328	510	14	doi	doi	NOUN
cpos-328	510	15	:	:	PUNCT
cpos-328	510	16	10.1111/1475	10.1111/1475	NUM
cpos-328	510	17	-	-	SYM
cpos-328	510	18	6765.12319	6765.12319	PROPN
cpos-328	510	19	]	]	PUNCT
cpos-328	510	20	.	.	PUNCT
cpos-328	511	1	feyrer	feyrer	PROPN
cpos-328	511	2	,	,	PUNCT
cpos-328	511	3	james	james	PROPN
cpos-328	511	4	2007	2007	NUM
cpos-328	511	5	:	:	PUNCT
cpos-328	511	6	demographics	demographic	NOUN
cpos-328	511	7	and	and	CCONJ
cpos-328	511	8	productivity	productivity	NOUN
cpos-328	511	9	.	.	PUNCT
cpos-328	512	1	in	in	ADP
cpos-328	512	2	:	:	PUNCT
cpos-328	512	3	the	the	DET
cpos-328	512	4	review	review	NOUN
cpos-328	512	5	of	of	ADP
cpos-328	512	6	economics	economic	NOUN
cpos-328	512	7	and	and	CCONJ
cpos-328	512	8	statistics	statistic	NOUN
cpos-328	512	9	89,1	89,1	NUM
cpos-328	512	10	:	:	PUNCT
cpos-328	512	11	100	100	NUM
cpos-328	512	12	-	-	SYM
cpos-328	512	13	109	109	NUM
cpos-328	512	14	.	.	PUNCT
cpos-328	512	15	friedrichs	friedrich	NOUN
cpos-328	512	16	,	,	PUNCT
cpos-328	512	17	jürgen	jürgen	PROPN
cpos-328	512	18	1998	1998	NUM
cpos-328	512	19	:	:	PUNCT
cpos-328	512	20	ethnic	ethnic	ADJ
cpos-328	512	21	segregation	segregation	NOUN
cpos-328	512	22	in	in	ADP
cpos-328	512	23	cologne	cologne	NOUN
cpos-328	512	24	,	,	PUNCT
cpos-328	512	25	germany	germany	PROPN
cpos-328	512	26	,	,	PUNCT
cpos-328	512	27	1984	1984	NUM
cpos-328	512	28	-	-	SYM
cpos-328	512	29	94	94	NUM
cpos-328	512	30	.	.	PUNCT
cpos-328	513	1	in	in	ADP
cpos-328	513	2	:	:	PUNCT
cpos-328	513	3	urban	urban	ADJ
cpos-328	513	4	studies	study	NOUN
cpos-328	513	5	35,10	35,10	NUM
cpos-328	513	6	:	:	PUNCT
cpos-328	513	7	1745	1745	NUM
cpos-328	513	8	-	-	SYM
cpos-328	513	9	1763	1763	NUM
cpos-328	513	10	[	[	X
cpos-328	513	11	doi	doi	NOUN
cpos-328	513	12	:	:	PUNCT
cpos-328	513	13	10.1080/0042098984132	10.1080/0042098984132	NUM
cpos-328	513	14	]	]	PUNCT
cpos-328	513	15	.	.	PUNCT
cpos-328	514	1	fuchs	fuchs	PROPN
cpos-328	514	2	,	,	PUNCT
cpos-328	514	3	johann	johann	PROPN
cpos-328	514	4	et	et	PROPN
cpos-328	514	5	al	al	PROPN
cpos-328	514	6	.	.	PROPN
cpos-328	514	7	2018	2018	NUM
cpos-328	514	8	:	:	PUNCT
cpos-328	514	9	stochastic	stochastic	ADJ
cpos-328	514	10	forecasting	forecasting	NOUN
cpos-328	514	11	of	of	ADP
cpos-328	514	12	labor	labor	NOUN
cpos-328	514	13	supply	supply	NOUN
cpos-328	514	14	and	and	CCONJ
cpos-328	514	15	population	population	NOUN
cpos-328	514	16	:	:	PUNCT
cpos-328	514	17	an	an	DET
cpos-328	514	18	integrated	integrated	ADJ
cpos-328	514	19	model	model	NOUN
cpos-328	514	20	.	.	PUNCT
cpos-328	515	1	in	in	ADP
cpos-328	515	2	:	:	PUNCT
cpos-328	515	3	population	population	NOUN
cpos-328	515	4	research	research	NOUN
cpos-328	515	5	and	and	CCONJ
cpos-328	515	6	policy	policy	NOUN
cpos-328	515	7	review	review	NOUN
cpos-328	515	8	37,1	37,1	NUM
cpos-328	515	9	:	:	PUNCT
cpos-328	515	10	33	33	NUM
cpos-328	515	11	-	-	SYM
cpos-328	515	12	58	58	NUM
cpos-328	515	13	[	[	X
cpos-328	515	14	doi	doi	NOUN
cpos-328	515	15	:	:	PUNCT
cpos-328	515	16	10.1007/	10.1007/	NUM
cpos-328	515	17	s11113	s11113	PROPN
cpos-328	515	18	-	-	PUNCT
cpos-328	515	19	017	017	NUM
cpos-328	515	20	-	-	PUNCT
cpos-328	515	21	9451	9451	NUM
cpos-328	515	22	-	-	PUNCT
cpos-328	515	23	3	3	NUM
cpos-328	515	24	.	.	PUNCT
cpos-328	515	25	gans	gan	NOUN
cpos-328	515	26	,	,	PUNCT
cpos-328	515	27	paul	paul	PROPN
cpos-328	515	28	2013	2013	NUM
cpos-328	515	29	:	:	PUNCT
cpos-328	515	30	reurbanisierungstypen	reurbanisierungstypen	NOUN
cpos-328	515	31	in	in	ADP
cpos-328	515	32	deutschland	deutschland	NOUN
cpos-328	515	33	:	:	PUNCT
cpos-328	515	34	wissensökonomie	wissensökonomie	VERB
cpos-328	515	35	und	und	PROPN
cpos-328	515	36	komponenten	komponenten	PROPN
cpos-328	515	37	der	der	ADJ
cpos-328	515	38	bevölkerungsentwicklung	bevölkerungsentwicklung	PROPN
cpos-328	515	39	(	(	PUNCT
cpos-328	515	40	2004	2004	NUM
cpos-328	515	41	-	-	SYM
cpos-328	515	42	2010	2010	NUM
cpos-328	515	43	)	)	PUNCT
cpos-328	515	44	.	.	PUNCT
cpos-328	516	1	in	in	ADP
cpos-328	516	2	:	:	PUNCT
cpos-328	516	3	fricke	fricke	PROPN
cpos-328	516	4	,	,	PUNCT
cpos-328	516	5	axel	axel	PROPN
cpos-328	516	6	;	;	PUNCT
cpos-328	516	7	siedentop	siedentop	PROPN
cpos-328	516	8	,	,	PUNCT
cpos-328	516	9	stefan	stefan	PROPN
cpos-328	516	10	;	;	PUNCT
cpos-328	516	11	zakrzewski	zakrzewski	PROPN
cpos-328	516	12	,	,	PUNCT
cpos-328	516	13	philipp	philipp	PROPN
cpos-328	516	14	(	(	PUNCT
cpos-328	516	15	eds	eds	PROPN
cpos-328	516	16	.	.	PROPN
cpos-328	516	17	):	):	PUNCT
cpos-328	516	18	reurbanisierung	reurbanisierung	NOUN
cpos-328	516	19	in	in	ADP
cpos-328	516	20	baden	baden	PROPN
cpos-328	516	21	-	-	PUNCT
cpos-328	516	22	württembergischen	württembergischen	NOUN
cpos-328	516	23	stadtregionen	stadtregionen	NOUN
cpos-328	516	24	.	.	PUNCT
cpos-328	517	1	arbeitsberichte	arbeitsberichte	PROPN
cpos-328	517	2	der	der	PROPN
cpos-328	517	3	arl	arl	PROPN
cpos-328	517	4	14	14	NUM
cpos-328	517	5	.	.	PUNCT
cpos-328	518	1	hannover	hannover	PROPN
cpos-328	518	2	:	:	PUNCT
cpos-328	518	3	11	11	NUM
cpos-328	518	4	-	-	SYM
cpos-328	518	5	31	31	NUM
cpos-328	518	6	.	.	PUNCT
cpos-328	519	1	greenwood	greenwood	PROPN
cpos-328	519	2	,	,	PUNCT
cpos-328	519	3	michael	michael	PROPN
cpos-328	519	4	j.	j.	PROPN
cpos-328	519	5	1985	1985	PROPN
cpos-328	519	6	:	:	PUNCT
cpos-328	519	7	human	human	ADJ
cpos-328	519	8	migration	migration	NOUN
cpos-328	519	9	:	:	PUNCT
cpos-328	519	10	theory	theory	NOUN
cpos-328	519	11	,	,	PUNCT
cpos-328	519	12	models	model	NOUN
cpos-328	519	13	,	,	PUNCT
cpos-328	519	14	and	and	CCONJ
cpos-328	519	15	empirical	empirical	ADJ
cpos-328	519	16	studies	study	NOUN
cpos-328	519	17	.	.	PUNCT
cpos-328	520	1	in	in	ADP
cpos-328	520	2	:	:	PUNCT
cpos-328	520	3	journal	journal	NOUN
cpos-328	520	4	of	of	ADP
cpos-328	520	5	regional	regional	ADJ
cpos-328	520	6	science	science	NOUN
cpos-328	520	7	25,4	25,4	NUM
cpos-328	520	8	:	:	PUNCT
cpos-328	520	9	521	521	NUM
cpos-328	520	10	-	-	SYM
cpos-328	520	11	544	544	NUM
cpos-328	520	12	[	[	X
cpos-328	520	13	doi	doi	NOUN
cpos-328	520	14	:	:	PUNCT
cpos-328	520	15	10.1111	10.1111	NUM
cpos-328	520	16	/	/	SYM
cpos-328	520	17	j.1467	j.1467	NOUN
cpos-328	520	18	-	-	PUNCT
cpos-328	520	19	9787.1985.tb00321.x	9787.1985.tb00321.x	NUM
cpos-328	520	20	]	]	PUNCT
cpos-328	520	21	.	.	PUNCT
cpos-328	521	1	hatton	hatton	PROPN
cpos-328	521	2	,	,	PUNCT
cpos-328	521	3	timothy	timothy	PROPN
cpos-328	521	4	j.	j.	PROPN
cpos-328	521	5	;	;	PUNCT
cpos-328	521	6	tani	tani	PROPN
cpos-328	521	7	,	,	PUNCT
cpos-328	521	8	massimiliano	massimiliano	PROPN
cpos-328	521	9	2005	2005	NUM
cpos-328	521	10	:	:	PUNCT
cpos-328	521	11	immigration	immigration	NOUN
cpos-328	521	12	and	and	CCONJ
cpos-328	521	13	inter	inter	ADJ
cpos-328	521	14	-	-	ADJ
cpos-328	521	15	regional	regional	ADJ
cpos-328	521	16	mobility	mobility	NOUN
cpos-328	521	17	in	in	ADP
cpos-328	521	18	the	the	DET
cpos-328	521	19	uk	uk	PROPN
cpos-328	521	20	,	,	PUNCT
cpos-328	521	21	1982	1982	NUM
cpos-328	521	22	-	-	SYM
cpos-328	521	23	2000	2000	NUM
cpos-328	521	24	.	.	PUNCT
cpos-328	522	1	in	in	ADP
cpos-328	522	2	:	:	PUNCT
cpos-328	522	3	the	the	DET
cpos-328	522	4	economic	economic	ADJ
cpos-328	522	5	journal	journal	NOUN
cpos-328	522	6	115,507	115,507	NUM
cpos-328	522	7	:	:	PUNCT
cpos-328	522	8	f342	f342	PROPN
cpos-328	522	9	-	-	PUNCT
cpos-328	522	10	f358	f358	PROPN
cpos-328	522	11	[	[	X
cpos-328	522	12	doi	doi	NOUN
cpos-328	522	13	:	:	PUNCT
cpos-328	522	14	10.1111	10.1111	NUM
cpos-328	522	15	/	/	SYM
cpos-328	522	16	j.14680297.2005.01039.x	j.14680297.2005.01039.x	PROPN
cpos-328	522	17	]	]	PUNCT
cpos-328	522	18	.	.	PUNCT
cpos-328	523	1	helbig	helbig	PROPN
cpos-328	523	2	,	,	PUNCT
cpos-328	523	3	marcel	marcel	PROPN
cpos-328	523	4	;	;	PUNCT
cpos-328	523	5	jähnen	jähnen	PROPN
cpos-328	523	6	,	,	PUNCT
cpos-328	523	7	stefanie	stefanie	PROPN
cpos-328	523	8	2018	2018	NUM
cpos-328	523	9	:	:	PUNCT
cpos-328	523	10	wie	wie	PROPN
cpos-328	523	11	brüchig	brüchig	PROPN
cpos-328	523	12	ist	ist	NOUN
cpos-328	523	13	die	die	VERB
cpos-328	523	14	soziale	soziale	PROPN
cpos-328	523	15	architektur	architektur	PROPN
cpos-328	523	16	unserer	unserer	PROPN
cpos-328	523	17	städte	städte	VERB
cpos-328	523	18	?	?	PUNCT
cpos-328	524	1	trends	trend	NOUN
cpos-328	524	2	und	und	AUX
cpos-328	524	3	analysen	analysen	VERB
cpos-328	524	4	der	der	ADJ
cpos-328	524	5	segregation	segregation	NOUN
cpos-328	524	6	in	in	ADP
cpos-328	524	7	74	74	NUM
cpos-328	524	8	deutschen	deutschen	NOUN
cpos-328	524	9	städten	städten	VERB
cpos-328	524	10	.	.	PUNCT
cpos-328	525	1	discussion	discussion	NOUN
cpos-328	525	2	paper	paper	NOUN
cpos-328	525	3	p	p	PROPN
cpos-328	525	4	2018	2018	NUM
cpos-328	525	5	-	-	PUNCT
cpos-328	525	6	001	001	NUM
cpos-328	525	7	.	.	PUNCT
cpos-328	526	1	berlin	berlin	PROPN
cpos-328	526	2	:	:	PUNCT
cpos-328	526	3	wissenschaftszentrum	wissenschaftszentrum	PROPN
cpos-328	526	4	berlin	berlin	PROPN
cpos-328	526	5	für	für	PROPN
cpos-328	526	6	sozialforschung	sozialforschung	PROPN
cpos-328	526	7	.	.	PUNCT
cpos-328	527	1	hempel	hempel	PROPN
cpos-328	527	2	,	,	PUNCT
cpos-328	527	3	carl	carl	PROPN
cpos-328	527	4	g.	g.	PROPN
cpos-328	527	5	;	;	PUNCT
cpos-328	527	6	oppenheim	oppenheim	PROPN
cpos-328	527	7	,	,	PUNCT
cpos-328	527	8	paul	paul	PROPN
cpos-328	527	9	1948	1948	NUM
cpos-328	527	10	:	:	PUNCT
cpos-328	527	11	studies	study	NOUN
cpos-328	527	12	in	in	ADP
cpos-328	527	13	the	the	DET
cpos-328	527	14	logic	logic	NOUN
cpos-328	527	15	of	of	ADP
cpos-328	527	16	explanation	explanation	NOUN
cpos-328	527	17	.	.	PUNCT
cpos-328	528	1	in	in	ADP
cpos-328	528	2	:	:	PUNCT
cpos-328	528	3	philosophy	philosophy	NOUN
cpos-328	528	4	of	of	ADP
cpos-328	528	5	science	science	NOUN
cpos-328	528	6	15,2	15,2	NUM
cpos-328	528	7	:	:	PUNCT
cpos-328	528	8	135	135	NUM
cpos-328	528	9	-	-	SYM
cpos-328	528	10	175	175	NUM
cpos-328	528	11	.	.	PUNCT
cpos-328	528	12	hillmert	hillmert	PROPN
cpos-328	528	13	,	,	PUNCT
cpos-328	528	14	steffen	steffen	PROPN
cpos-328	528	15	;	;	PUNCT
cpos-328	528	16	hartung	hartung	PROPN
cpos-328	528	17	,	,	PUNCT
cpos-328	528	18	andreas	andreas	PROPN
cpos-328	528	19	;	;	PUNCT
cpos-328	528	20	wessling	wessling	NOUN
cpos-328	528	21	,	,	PUNCT
cpos-328	528	22	katarina	katarina	PROPN
cpos-328	528	23	2017	2017	NUM
cpos-328	528	24	:	:	PUNCT
cpos-328	528	25	a	a	DET
cpos-328	528	26	decomposition	decomposition	NOUN
cpos-328	528	27	of	of	ADP
cpos-328	528	28	local	local	ADJ
cpos-328	528	29	labour	labour	ADJ
cpos-328	528	30	-	-	PUNCT
cpos-328	528	31	market	market	NOUN
cpos-328	528	32	conditions	condition	NOUN
cpos-328	528	33	and	and	CCONJ
cpos-328	528	34	their	their	PRON
cpos-328	528	35	relevance	relevance	NOUN
cpos-328	528	36	for	for	ADP
cpos-328	528	37	inequalities	inequality	NOUN
cpos-328	528	38	in	in	ADP
cpos-328	528	39	transitions	transition	NOUN
cpos-328	528	40	to	to	ADP
cpos-328	528	41	vocational	vocational	ADJ
cpos-328	528	42	training	training	NOUN
cpos-328	528	43	.	.	PUNCT
cpos-328	529	1	in	in	ADP
cpos-328	529	2	:	:	PUNCT
cpos-328	529	3	european	european	ADJ
cpos-328	529	4	sociological	sociological	ADJ
cpos-328	529	5	review	review	NOUN
cpos-328	529	6	33,4	33,4	NUM
cpos-328	529	7	:	:	PUNCT
cpos-328	529	8	534	534	NUM
cpos-328	529	9	-	-	SYM
cpos-328	529	10	550	550	NUM
cpos-328	529	11	[	[	X
cpos-328	529	12	doi	doi	NOUN
cpos-328	529	13	:	:	PUNCT
cpos-328	529	14	10.1093	10.1093	NUM
cpos-328	529	15	/	/	SYM
cpos-328	529	16	esr	esr	PROPN
cpos-328	529	17	/	/	SYM
cpos-328	529	18	jcx057	jcx057	PROPN
cpos-328	529	19	]	]	PUNCT
cpos-328	529	20	.	.	PUNCT
cpos-328	530	1	kalter	kalter	NOUN
cpos-328	530	2	,	,	PUNCT
cpos-328	530	3	frank	frank	PROPN
cpos-328	530	4	1997	1997	NUM
cpos-328	530	5	:	:	PUNCT
cpos-328	530	6	wohnortwechsel	wohnortwechsel	NOUN
cpos-328	530	7	in	in	ADP
cpos-328	530	8	deutschland	deutschland	NOUN
cpos-328	530	9	.	.	PUNCT
cpos-328	531	1	wiesbaden	wiesbaden	PROPN
cpos-328	531	2	:	:	PUNCT
cpos-328	531	3	vs	vs	ADP
cpos-328	531	4	verlag	verlag	PROPN
cpos-328	531	5	für	für	PROPN
cpos-328	531	6	sozialwissenschaften	sozialwissenschaften	VERB
cpos-328	531	7	[	[	X
cpos-328	531	8	doi	doi	NOUN
cpos-328	531	9	:	:	PUNCT
cpos-328	531	10	10.1007/978	10.1007/978	NUM
cpos-328	531	11	-	-	SYM
cpos-328	531	12	3	3	NUM
cpos-328	531	13	-	-	PUNCT
cpos-328	531	14	663	663	NUM
cpos-328	531	15	-	-	SYM
cpos-328	531	16	11886	11886	NUM
cpos-328	531	17	-	-	SYM
cpos-328	531	18	2	2	NUM
cpos-328	531	19	]	]	PUNCT
cpos-328	531	20	.	.	PUNCT
cpos-328	532	1	keilman	keilman	PROPN
cpos-328	532	2	,	,	PUNCT
cpos-328	532	3	nico	nico	PROPN
cpos-328	532	4	2008	2008	NUM
cpos-328	532	5	:	:	PUNCT
cpos-328	533	1	european	european	ADJ
cpos-328	533	2	demographic	demographic	ADJ
cpos-328	533	3	forecasts	forecast	NOUN
cpos-328	533	4	have	have	AUX
cpos-328	533	5	not	not	PART
cpos-328	533	6	become	become	VERB
cpos-328	533	7	more	more	ADV
cpos-328	533	8	accurate	accurate	ADJ
cpos-328	533	9	over	over	ADP
cpos-328	533	10	the	the	DET
cpos-328	533	11	past	past	ADJ
cpos-328	533	12	25	25	NUM
cpos-328	533	13	years	year	NOUN
cpos-328	533	14	.	.	PUNCT
cpos-328	534	1	in	in	ADP
cpos-328	534	2	:	:	PUNCT
cpos-328	534	3	population	population	NOUN
cpos-328	534	4	and	and	CCONJ
cpos-328	534	5	development	development	NOUN
cpos-328	534	6	review	review	PROPN
cpos-328	534	7	34,1	34,1	NUM
cpos-328	534	8	:	:	PUNCT
cpos-328	534	9	137	137	NUM
cpos-328	534	10	-	-	SYM
cpos-328	534	11	153	153	NUM
cpos-328	534	12	[	[	X
cpos-328	534	13	doi	doi	NOUN
cpos-328	534	14	.	.	NOUN
cpos-328	534	15	10.1111	10.1111	NUM
cpos-328	534	16	/	/	SYM
cpos-328	534	17	j.1728	j.1728	NOUN
cpos-328	534	18	-	-	PUNCT
cpos-328	534	19	4457.2008.00209.x	4457.2008.00209.x	NOUN
cpos-328	534	20	]	]	PUNCT
cpos-328	534	21	.	.	PUNCT
cpos-328	535	1	how	how	SCONJ
cpos-328	535	2	well	well	ADV
cpos-328	535	3	can	can	AUX
cpos-328	535	4	the	the	DET
cpos-328	535	5	migration	migration	NOUN
cpos-328	535	6	component	component	NOUN
cpos-328	535	7	of	of	ADP
cpos-328	535	8	regional	regional	ADJ
cpos-328	535	9	population	population	NOUN
cpos-328	535	10	change	change	NOUN
cpos-328	535	11	be	be	AUX
cpos-328	535	12	predicted	predict	VERB
cpos-328	535	13	?	?	PUNCT
cpos-328	536	1	•	•	NOUN
cpos-328	536	2	173	173	NUM
cpos-328	536	3	keuschnigg	keuschnigg	NOUN
cpos-328	536	4	,	,	PUNCT
cpos-328	536	5	marc	marc	PROPN
cpos-328	536	6	;	;	PUNCT
cpos-328	536	7	lovsjö	lovsjö	PROPN
cpos-328	536	8	,	,	PUNCT
cpos-328	536	9	niclas	nicla	NOUN
cpos-328	536	10	;	;	PUNCT
cpos-328	536	11	hedström	hedström	NOUN
cpos-328	536	12	,	,	PUNCT
cpos-328	536	13	peter	peter	PROPN
cpos-328	536	14	2018	2018	NUM
cpos-328	536	15	:	:	PUNCT
cpos-328	536	16	analytical	analytical	ADJ
cpos-328	536	17	sociology	sociology	NOUN
cpos-328	536	18	and	and	CCONJ
cpos-328	536	19	computational	computational	ADJ
cpos-328	536	20	social	social	ADJ
cpos-328	536	21	science	science	NOUN
cpos-328	536	22	.	.	PUNCT
cpos-328	537	1	in	in	ADP
cpos-328	537	2	:	:	PUNCT
cpos-328	537	3	journal	journal	NOUN
cpos-328	537	4	of	of	ADP
cpos-328	537	5	computational	computational	ADJ
cpos-328	537	6	social	social	ADJ
cpos-328	537	7	science	science	NOUN
cpos-328	537	8	1,1	1,1	NUM
cpos-328	537	9	:	:	PUNCT
cpos-328	537	10	3	3	NUM
cpos-328	537	11	-	-	SYM
cpos-328	537	12	14	14	NUM
cpos-328	537	13	[	[	X
cpos-328	537	14	doi	doi	NOUN
cpos-328	537	15	:	:	PUNCT
cpos-328	537	16	10.1007	10.1007	NUM
cpos-328	537	17	/	/	SYM
cpos-328	537	18	s42001	s42001	VERB
cpos-328	537	19	-	-	PUNCT
cpos-328	537	20	017	017	NUM
cpos-328	537	21	-	-	PUNCT
cpos-328	537	22	0006	0006	NUM
cpos-328	537	23	-	-	SYM
cpos-328	537	24	5	5	NUM
cpos-328	537	25	]	]	PUNCT
cpos-328	537	26	.	.	PUNCT
cpos-328	538	1	kim	kim	PROPN
cpos-328	538	2	,	,	PUNCT
cpos-328	538	3	jae	jae	PROPN
cpos-328	538	4	hong	hong	PROPN
cpos-328	538	5	;	;	PUNCT
cpos-328	538	6	pagliara	pagliara	PROPN
cpos-328	538	7	,	,	PUNCT
cpos-328	538	8	francesca	francesca	PROPN
cpos-328	538	9	;	;	PUNCT
cpos-328	538	10	preston	preston	PROPN
cpos-328	538	11	,	,	PUNCT
cpos-328	538	12	john	john	PROPN
cpos-328	538	13	2005	2005	NUM
cpos-328	538	14	.	.	PUNCT
cpos-328	539	1	the	the	DET
cpos-328	539	2	intention	intention	NOUN
cpos-328	539	3	to	to	PART
cpos-328	539	4	move	move	VERB
cpos-328	539	5	and	and	CCONJ
cpos-328	539	6	residential	residential	ADJ
cpos-328	539	7	location	location	NOUN
cpos-328	539	8	choice	choice	NOUN
cpos-328	539	9	behaviour	behaviour	NOUN
cpos-328	539	10	.	.	PUNCT
cpos-328	540	1	in	in	ADP
cpos-328	540	2	:	:	PUNCT
cpos-328	540	3	urban	urban	ADJ
cpos-328	540	4	studies	study	NOUN
cpos-328	540	5	42,9	42,9	NOUN
cpos-328	540	6	:	:	PUNCT
cpos-328	540	7	1621	1621	NUM
cpos-328	540	8	-	-	SYM
cpos-328	540	9	1636	1636	NUM
cpos-328	540	10	[	[	X
cpos-328	540	11	doi	doi	NOUN
cpos-328	540	12	:	:	PUNCT
cpos-328	540	13	10.1080/00420980500185611	10.1080/00420980500185611	NUM
cpos-328	540	14	]	]	PUNCT
cpos-328	540	15	.	.	PUNCT
cpos-328	541	1	kim	kim	PROPN
cpos-328	541	2	,	,	PUNCT
cpos-328	541	3	keuntae	keuntae	PROPN
cpos-328	541	4	;	;	PUNCT
cpos-328	541	5	cohen	cohen	PROPN
cpos-328	541	6	,	,	PUNCT
cpos-328	541	7	joel	joel	PROPN
cpos-328	541	8	e.	e.	PROPN
cpos-328	541	9	2010	2010	NUM
cpos-328	541	10	:	:	PUNCT
cpos-328	541	11	determinants	determinant	NOUN
cpos-328	541	12	of	of	ADP
cpos-328	541	13	international	international	ADJ
cpos-328	541	14	migration	migration	NOUN
cpos-328	541	15	fl	fl	PRON
cpos-328	541	16	ows	ow	NOUN
cpos-328	541	17	to	to	ADP
cpos-328	541	18	and	and	CCONJ
cpos-328	541	19	from	from	ADP
cpos-328	541	20	industrialized	industrialized	ADJ
cpos-328	541	21	countries	country	NOUN
cpos-328	541	22	:	:	PUNCT
cpos-328	541	23	a	a	DET
cpos-328	541	24	panel	panel	NOUN
cpos-328	541	25	data	datum	NOUN
cpos-328	541	26	approach	approach	NOUN
cpos-328	541	27	beyond	beyond	ADP
cpos-328	541	28	gravity	gravity	NOUN
cpos-328	541	29	.	.	PUNCT
cpos-328	542	1	in	in	ADP
cpos-328	542	2	:	:	PUNCT
cpos-328	542	3	international	international	ADJ
cpos-328	542	4	migration	migration	NOUN
cpos-328	542	5	review	review	NOUN
cpos-328	542	6	44,4	44,4	ADJ
cpos-328	542	7	:	:	PUNCT
cpos-328	542	8	899	899	NUM
cpos-328	542	9	-	-	SYM
cpos-328	542	10	932	932	NUM
cpos-328	542	11	[	[	X
cpos-328	542	12	doi	doi	NOUN
cpos-328	542	13	:	:	PUNCT
cpos-328	542	14	10.1111	10.1111	NUM
cpos-328	542	15	/	/	SYM
cpos-328	542	16	j.1747	j.1747	PROPN
cpos-328	542	17	-	-	PUNCT
cpos-328	542	18	7379.2010.00830.x	7379.2010.00830.x	NUM
cpos-328	542	19	]	]	PUNCT
cpos-328	542	20	.	.	PUNCT
cpos-328	543	1	kley	kley	PROPN
cpos-328	543	2	,	,	PUNCT
cpos-328	543	3	stefanie	stefanie	PROPN
cpos-328	543	4	2011	2011	NUM
cpos-328	543	5	:	:	PUNCT
cpos-328	543	6	explaining	explain	VERB
cpos-328	543	7	the	the	DET
cpos-328	543	8	stages	stage	NOUN
cpos-328	543	9	of	of	ADP
cpos-328	543	10	migration	migration	NOUN
cpos-328	543	11	within	within	ADP
cpos-328	543	12	a	a	DET
cpos-328	543	13	life	life	NOUN
cpos-328	543	14	-	-	PUNCT
cpos-328	543	15	course	course	NOUN
cpos-328	543	16	framework	framework	NOUN
cpos-328	543	17	.	.	PUNCT
cpos-328	544	1	in	in	ADP
cpos-328	544	2	:	:	PUNCT
cpos-328	544	3	european	european	ADJ
cpos-328	544	4	sociological	sociological	ADJ
cpos-328	544	5	review	review	PROPN
cpos-328	544	6	27,4	27,4	NUM
cpos-328	544	7	:	:	PUNCT
cpos-328	544	8	469	469	NUM
cpos-328	544	9	-	-	NUM
cpos-328	544	10	486	486	NUM
cpos-328	544	11	[	[	X
cpos-328	544	12	doi	doi	NOUN
cpos-328	544	13	:	:	PUNCT
cpos-328	544	14	10.1093	10.1093	NUM
cpos-328	544	15	/	/	SYM
cpos-328	544	16	esr	esr	PROPN
cpos-328	544	17	/	/	SYM
cpos-328	544	18	jcq020	jcq020	PROPN
cpos-328	544	19	]	]	PUNCT
cpos-328	544	20	.	.	PUNCT
cpos-328	545	1	kuhn	kuhn	PROPN
cpos-328	545	2	,	,	PUNCT
cpos-328	545	3	max	max	PROPN
cpos-328	545	4	2018	2018	NUM
cpos-328	545	5	:	:	PUNCT
cpos-328	546	1	caret	caret	PROPN
cpos-328	546	2	:	:	PUNCT
cpos-328	546	3	classifi	classifi	PROPN
cpos-328	546	4	cation	cation	NOUN
cpos-328	546	5	and	and	CCONJ
cpos-328	546	6	regression	regression	NOUN
cpos-328	546	7	training	training	NOUN
cpos-328	546	8	.	.	PUNCT
cpos-328	547	1	r	r	NOUN
cpos-328	547	2	package	package	NOUN
cpos-328	547	3	version	version	NOUN
cpos-328	547	4	6.0	6.0	NUM
cpos-328	547	5	-	-	SYM
cpos-328	547	6	81	81	NUM
cpos-328	548	1	[	[	X
cpos-328	548	2	https://cran.r-project.org/package=caret	https://cran.r-project.org/package=caret	PROPN
cpos-328	548	3	,	,	PUNCT
cpos-328	548	4	31.07.2019	31.07.2019	NUM
cpos-328	548	5	]	]	PUNCT
cpos-328	548	6	.	.	PUNCT
cpos-328	549	1	kuhn	kuhn	PROPN
cpos-328	549	2	,	,	PUNCT
cpos-328	549	3	max	max	PROPN
cpos-328	549	4	;	;	PUNCT
cpos-328	549	5	johnson	johnson	PROPN
cpos-328	549	6	,	,	PUNCT
cpos-328	549	7	kjell	kjell	PROPN
cpos-328	549	8	2013	2013	NUM
cpos-328	549	9	:	:	PUNCT
cpos-328	549	10	applied	apply	VERB
cpos-328	549	11	predictive	predictive	ADJ
cpos-328	549	12	modeling	modeling	NOUN
cpos-328	549	13	.	.	PUNCT
cpos-328	550	1	new	new	PROPN
cpos-328	550	2	york	york	PROPN
cpos-328	550	3	:	:	PUNCT
cpos-328	550	4	springer	springer	NOUN
cpos-328	551	1	[	[	X
cpos-328	551	2	doi	doi	X
cpos-328	551	3	:	:	PUNCT
cpos-328	551	4	10.1007/978	10.1007/978	NUM
cpos-328	551	5	-	-	SYM
cpos-328	551	6	1	1	NUM
cpos-328	551	7	-	-	PUNCT
cpos-328	551	8	4614	4614	NUM
cpos-328	551	9	-	-	PUNCT
cpos-328	551	10	6849	6849	NUM
cpos-328	551	11	-	-	SYM
cpos-328	551	12	3	3	NUM
cpos-328	551	13	]	]	PUNCT
cpos-328	551	14	.	.	PUNCT
cpos-328	552	1	lee	lee	PROPN
cpos-328	552	2	,	,	PUNCT
cpos-328	552	3	everett	everett	PROPN
cpos-328	552	4	s.	s.	PROPN
cpos-328	552	5	1966	1966	NUM
cpos-328	552	6	:	:	PUNCT
cpos-328	552	7	a	a	DET
cpos-328	552	8	theory	theory	NOUN
cpos-328	552	9	of	of	ADP
cpos-328	552	10	migration	migration	NOUN
cpos-328	552	11	.	.	PUNCT
cpos-328	553	1	in	in	ADP
cpos-328	553	2	:	:	PUNCT
cpos-328	553	3	demography	demography	NOUN
cpos-328	553	4	3,1	3,1	NUM
cpos-328	553	5	:	:	PUNCT
cpos-328	553	6	47	47	NUM
cpos-328	553	7	-	-	SYM
cpos-328	553	8	57	57	NUM
cpos-328	554	1	[	[	X
cpos-328	554	2	doi	doi	NOUN
cpos-328	554	3	:	:	PUNCT
cpos-328	554	4	10.2307/2060063	10.2307/2060063	NUM
cpos-328	554	5	]	]	PUNCT
cpos-328	554	6	.	.	PUNCT
cpos-328	555	1	lee	lee	PROPN
cpos-328	555	2	,	,	PUNCT
cpos-328	555	3	ronald	ronald	PROPN
cpos-328	555	4	;	;	PUNCT
cpos-328	555	5	mason	mason	PROPN
cpos-328	555	6	,	,	PUNCT
cpos-328	555	7	andrew	andrew	PROPN
cpos-328	555	8	,	,	PUNCT
cpos-328	555	9	et	et	PROPN
cpos-328	555	10	al	al	PROPN
cpos-328	555	11	.	.	PROPN
cpos-328	555	12	2014	2014	NUM
cpos-328	555	13	:	:	PUNCT
cpos-328	555	14	is	be	AUX
cpos-328	555	15	low	low	ADJ
cpos-328	555	16	fertility	fertility	NOUN
cpos-328	555	17	really	really	ADV
cpos-328	555	18	a	a	DET
cpos-328	555	19	problem	problem	NOUN
cpos-328	555	20	?	?	PUNCT
cpos-328	556	1	population	population	NOUN
cpos-328	556	2	ageing	ageing	NOUN
cpos-328	556	3	,	,	PUNCT
cpos-328	556	4	dependency	dependency	NOUN
cpos-328	556	5	,	,	PUNCT
cpos-328	556	6	and	and	CCONJ
cpos-328	556	7	consumption	consumption	NOUN
cpos-328	556	8	.	.	PUNCT
cpos-328	557	1	in	in	ADP
cpos-328	557	2	:	:	PUNCT
cpos-328	557	3	science	science	NOUN
cpos-328	557	4	346,6206	346,6206	NUM
cpos-328	557	5	:	:	PUNCT
cpos-328	557	6	229	229	NUM
cpos-328	557	7	-	-	SYM
cpos-328	557	8	234	234	NUM
cpos-328	557	9	[	[	X
cpos-328	557	10	doi	doi	NOUN
cpos-328	557	11	:	:	PUNCT
cpos-328	557	12	10.1126/	10.1126/	NUM
cpos-328	557	13	science.1250542	science.1250542	PROPN
cpos-328	557	14	]	]	PUNCT
cpos-328	557	15	.	.	PUNCT
cpos-328	558	1	liaw	liaw	PROPN
cpos-328	558	2	,	,	PUNCT
cpos-328	558	3	andy	andy	PROPN
cpos-328	558	4	;	;	PUNCT
cpos-328	558	5	wiener	wiener	NOUN
cpos-328	558	6	,	,	PUNCT
cpos-328	558	7	matthew	matthew	PROPN
cpos-328	558	8	2002	2002	NUM
cpos-328	558	9	:	:	PUNCT
cpos-328	558	10	classifi	classifi	PROPN
cpos-328	558	11	cation	cation	NOUN
cpos-328	558	12	and	and	CCONJ
cpos-328	558	13	regression	regression	NOUN
cpos-328	558	14	by	by	ADP
cpos-328	558	15	randomforest	randomfor	ADJ
cpos-328	558	16	.	.	PUNCT
cpos-328	559	1	in	in	ADP
cpos-328	559	2	:	:	PUNCT
cpos-328	559	3	r	r	NOUN
cpos-328	559	4	news	news	NOUN
cpos-328	559	5	2,3	2,3	NUM
cpos-328	559	6	:	:	PUNCT
cpos-328	559	7	18	18	NUM
cpos-328	559	8	-	-	SYM
cpos-328	559	9	22	22	NUM
cpos-328	559	10	.	.	PUNCT
cpos-328	560	1	lowry	lowry	PROPN
cpos-328	560	2	,	,	PUNCT
cpos-328	560	3	ira	ira	PROPN
cpos-328	560	4	s.	s.	PROPN
cpos-328	560	5	1966	1966	NUM
cpos-328	560	6	:	:	PUNCT
cpos-328	560	7	migration	migration	NOUN
cpos-328	560	8	and	and	CCONJ
cpos-328	560	9	metropolitan	metropolitan	ADJ
cpos-328	560	10	growth	growth	NOUN
cpos-328	560	11	:	:	PUNCT
cpos-328	560	12	two	two	NUM
cpos-328	560	13	analytical	analytical	ADJ
cpos-328	560	14	models	model	NOUN
cpos-328	560	15	.	.	PUNCT
cpos-328	561	1	chandler	chandler	PROPN
cpos-328	561	2	pub	pub	PROPN
cpos-328	561	3	.	.	PUNCT
cpos-328	562	1	co.	co.	PROPN
cpos-328	562	2	mai	mai	PROPN
cpos-328	562	3	,	,	PUNCT
cpos-328	562	4	ralf	ralf	PROPN
cpos-328	562	5	;	;	PUNCT
cpos-328	562	6	scharein	scharein	PROPN
cpos-328	562	7	,	,	PUNCT
cpos-328	562	8	manfred	manfre	VERB
cpos-328	562	9	2009	2009	NUM
cpos-328	562	10	:	:	PUNCT
cpos-328	562	11	effekte	effekte	PROPN
cpos-328	562	12	der	der	PROPN
cpos-328	562	13	binnenmigration	binnenmigration	PROPN
cpos-328	562	14	auf	auf	PROPN
cpos-328	562	15	die	die	VERB
cpos-328	562	16	bevölkerungsentwicklung	bevölkerungsentwicklung	PROPN
cpos-328	562	17	und	und	PROPN
cpos-328	562	18	alterung	alterung	VERB
cpos-328	562	19	in	in	ADP
cpos-328	562	20	den	den	NOUN
cpos-328	562	21	bundesländern	bundesländern	NOUN
cpos-328	562	22	.	.	PUNCT
cpos-328	563	1	in	in	ADP
cpos-328	563	2	:	:	PUNCT
cpos-328	563	3	cassens	cassen	NOUN
cpos-328	563	4	,	,	PUNCT
cpos-328	563	5	insa	insa	PROPN
cpos-328	563	6	;	;	PUNCT
cpos-328	563	7	luy	luy	X
cpos-328	563	8	,	,	PUNCT
cpos-328	563	9	marc	marc	PROPN
cpos-328	563	10	;	;	PUNCT
cpos-328	563	11	scholz	scholz	NOUN
cpos-328	563	12	,	,	PUNCT
cpos-328	563	13	rembrandt	rembrandt	PROPN
cpos-328	563	14	(	(	PUNCT
cpos-328	563	15	eds	eds	PROPN
cpos-328	563	16	.	.	PROPN
cpos-328	563	17	):	):	PUNCT
cpos-328	563	18	die	die	VERB
cpos-328	563	19	bevölkerung	bevölkerung	VERB
cpos-328	563	20	in	in	ADP
cpos-328	563	21	ost	ost	ADJ
cpos-328	563	22	-	-	ADJ
cpos-328	563	23	und	und	ADJ
cpos-328	563	24	westdeutschland	westdeutschland	NOUN
cpos-328	563	25	.	.	PUNCT
cpos-328	564	1	wiesbaden	wiesbaden	PROPN
cpos-328	564	2	:	:	PUNCT
cpos-328	564	3	vs	vs	ADP
cpos-328	564	4	verlag	verlag	PROPN
cpos-328	564	5	für	für	PROPN
cpos-328	564	6	sozialwissenschaften	sozialwissenschaften	VERB
cpos-328	564	7	:	:	PUNCT
cpos-328	564	8	75	75	NUM
cpos-328	564	9	-	-	SYM
cpos-328	564	10	99	99	NUM
cpos-328	565	1	[	[	X
cpos-328	565	2	doi	doi	NOUN
cpos-328	565	3	:	:	PUNCT
cpos-328	565	4	10.1007/978	10.1007/978	NUM
cpos-328	565	5	-	-	SYM
cpos-328	565	6	3	3	NUM
cpos-328	565	7	-	-	NUM
cpos-328	565	8	531	531	NUM
cpos-328	565	9	-	-	PUNCT
cpos-328	565	10	91832	91832	NUM
cpos-328	565	11	-	-	SYM
cpos-328	565	12	7_4	7_4	NUM
cpos-328	565	13	]	]	PUNCT
cpos-328	565	14	.	.	PUNCT
cpos-328	566	1	massey	massey	PROPN
cpos-328	566	2	,	,	PUNCT
cpos-328	566	3	durglas	durgla	VERB
cpos-328	566	4	s.	s.	PROPN
cpos-328	566	5	et	et	PROPN
cpos-328	566	6	al	al	PROPN
cpos-328	566	7	.	.	PROPN
cpos-328	566	8	1993	1993	NUM
cpos-328	566	9	:	:	PUNCT
cpos-328	566	10	theories	theory	NOUN
cpos-328	566	11	of	of	ADP
cpos-328	566	12	international	international	ADJ
cpos-328	566	13	migration	migration	NOUN
cpos-328	566	14	:	:	PUNCT
cpos-328	566	15	a	a	DET
cpos-328	566	16	review	review	NOUN
cpos-328	566	17	and	and	CCONJ
cpos-328	566	18	appraisal	appraisal	NOUN
cpos-328	566	19	.	.	PUNCT
cpos-328	567	1	in	in	ADP
cpos-328	567	2	:	:	PUNCT
cpos-328	567	3	population	population	NOUN
cpos-328	567	4	and	and	CCONJ
cpos-328	567	5	development	development	NOUN
cpos-328	567	6	review	review	NOUN
cpos-328	567	7	19,3	19,3	NUM
cpos-328	567	8	:	:	PUNCT
cpos-328	567	9	431	431	NUM
cpos-328	567	10	-	-	SYM
cpos-328	567	11	466	466	NUM
cpos-328	567	12	[	[	X
cpos-328	567	13	doi	doi	NOUN
cpos-328	567	14	:	:	PUNCT
cpos-328	567	15	10.2307/2938462	10.2307/2938462	NUM
cpos-328	567	16	]	]	PUNCT
cpos-328	567	17	.	.	PUNCT
cpos-328	568	1	mayda	mayda	PROPN
cpos-328	568	2	,	,	PUNCT
cpos-328	568	3	anna	anna	PROPN
cpos-328	568	4	m.	m.	PROPN
cpos-328	568	5	2010	2010	NUM
cpos-328	568	6	:	:	PUNCT
cpos-328	568	7	international	international	ADJ
cpos-328	568	8	migration	migration	NOUN
cpos-328	568	9	:	:	PUNCT
cpos-328	568	10	a	a	DET
cpos-328	568	11	panel	panel	NOUN
cpos-328	568	12	data	data	VERB
cpos-328	568	13	analysis	analysis	NOUN
cpos-328	568	14	of	of	ADP
cpos-328	568	15	the	the	DET
cpos-328	568	16	determinants	determinant	NOUN
cpos-328	568	17	of	of	ADP
cpos-328	568	18	bilateral	bilateral	ADJ
cpos-328	568	19	fl	fl	NUM
cpos-328	568	20	ows	ow	NOUN
cpos-328	568	21	.	.	PUNCT
cpos-328	569	1	in	in	ADP
cpos-328	569	2	:	:	PUNCT
cpos-328	569	3	journal	journal	NOUN
cpos-328	569	4	of	of	ADP
cpos-328	569	5	population	population	NOUN
cpos-328	569	6	economics	economic	NOUN
cpos-328	569	7	23,4	23,4	NOUN
cpos-328	569	8	:	:	PUNCT
cpos-328	569	9	1249	1249	NUM
cpos-328	569	10	-	-	SYM
cpos-328	569	11	1274	1274	NUM
cpos-328	569	12	[	[	X
cpos-328	569	13	doi	doi	NOUN
cpos-328	569	14	:	:	PUNCT
cpos-328	569	15	10.1007/	10.1007/	NUM
cpos-328	569	16	s00148	s00148	PROPN
cpos-328	569	17	-	-	PUNCT
cpos-328	569	18	009	009	NUM
cpos-328	569	19	-	-	PUNCT
cpos-328	569	20	0251	0251	NUM
cpos-328	569	21	-	-	PUNCT
cpos-328	569	22	x	x	NOUN
cpos-328	569	23	]	]	X
cpos-328	569	24	.	.	PUNCT
cpos-328	570	1	milbert	milbert	PROPN
cpos-328	570	2	,	,	PUNCT
cpos-328	570	3	antonia	antonia	PROPN
cpos-328	570	4	;	;	PUNCT
cpos-328	570	5	sturm	sturm	PROPN
cpos-328	570	6	,	,	PUNCT
cpos-328	570	7	gabriele	gabriele	PROPN
cpos-328	570	8	2016	2016	NUM
cpos-328	570	9	:	:	PUNCT
cpos-328	570	10	binnenwanderungen	binnenwanderungen	NOUN
cpos-328	570	11	in	in	ADP
cpos-328	570	12	deutschland	deutschland	PROPN
cpos-328	570	13	zwischen	zwischen	PROPN
cpos-328	570	14	1975	1975	NUM
cpos-328	570	15	und	und	NOUN
cpos-328	570	16	2013	2013	NUM
cpos-328	570	17	.	.	PUNCT
cpos-328	571	1	in	in	ADP
cpos-328	571	2	:	:	PUNCT
cpos-328	571	3	informationen	informationen	PROPN
cpos-328	571	4	zur	zur	NOUN
cpos-328	571	5	raumentwicklung	raumentwicklung	NOUN
cpos-328	571	6	2	2	NUM
cpos-328	571	7	:	:	SYM
cpos-328	571	8	121	121	NUM
cpos-328	571	9	-	-	SYM
cpos-328	571	10	144	144	NUM
cpos-328	571	11	.	.	PUNCT
cpos-328	571	12	muchlinski	muchlinski	PROPN
cpos-328	571	13	,	,	PUNCT
cpos-328	571	14	david	david	PROPN
cpos-328	571	15	et	et	PROPN
cpos-328	571	16	al	al	PROPN
cpos-328	571	17	.	.	PROPN
cpos-328	571	18	2016	2016	NUM
cpos-328	571	19	:	:	PUNCT
cpos-328	571	20	comparing	compare	VERB
cpos-328	571	21	random	random	ADJ
cpos-328	571	22	forest	forest	NOUN
cpos-328	571	23	with	with	ADP
cpos-328	571	24	logistic	logistic	ADJ
cpos-328	571	25	regression	regression	NOUN
cpos-328	571	26	for	for	ADP
cpos-328	571	27	predicting	predict	VERB
cpos-328	571	28	class	class	NOUN
cpos-328	571	29	-	-	PUNCT
cpos-328	571	30	imbalanced	imbalance	VERB
cpos-328	571	31	civil	civil	ADJ
cpos-328	571	32	war	war	NOUN
cpos-328	571	33	onset	onset	VERB
cpos-328	571	34	data	datum	NOUN
cpos-328	571	35	.	.	PUNCT
cpos-328	572	1	in	in	ADP
cpos-328	572	2	:	:	PUNCT
cpos-328	572	3	political	political	ADJ
cpos-328	572	4	analysis	analysis	NOUN
cpos-328	572	5	24,1	24,1	NOUN
cpos-328	572	6	:	:	PUNCT
cpos-328	572	7	87	87	NUM
cpos-328	572	8	-	-	SYM
cpos-328	572	9	103	103	NUM
cpos-328	572	10	[	[	X
cpos-328	572	11	doi	doi	NOUN
cpos-328	572	12	:	:	PUNCT
cpos-328	572	13	10.1093	10.1093	NUM
cpos-328	572	14	/	/	SYM
cpos-328	572	15	pan	pan	PROPN
cpos-328	572	16	/	/	SYM
cpos-328	572	17	mpv024	mpv024	PROPN
cpos-328	572	18	]	]	PUNCT
cpos-328	572	19	.	.	PUNCT
cpos-328	573	1	mullainathan	mullainathan	PROPN
cpos-328	573	2	,	,	PUNCT
cpos-328	573	3	sendhil	sendhil	NOUN
cpos-328	573	4	;	;	PUNCT
cpos-328	573	5	spiess	spiess	PROPN
cpos-328	573	6	,	,	PUNCT
cpos-328	573	7	jann	jann	PROPN
cpos-328	573	8	2017	2017	NUM
cpos-328	573	9	:	:	PUNCT
cpos-328	573	10	machine	machine	NOUN
cpos-328	573	11	learning	learning	NOUN
cpos-328	573	12	:	:	PUNCT
cpos-328	573	13	an	an	DET
cpos-328	573	14	applied	apply	VERB
cpos-328	573	15	econometric	econometric	ADJ
cpos-328	573	16	approach	approach	NOUN
cpos-328	573	17	.	.	PUNCT
cpos-328	574	1	in	in	ADP
cpos-328	574	2	:	:	PUNCT
cpos-328	574	3	journal	journal	NOUN
cpos-328	574	4	of	of	ADP
cpos-328	574	5	economic	economic	ADJ
cpos-328	574	6	perspectives	perspective	NOUN
cpos-328	574	7	31,2	31,2	NUM
cpos-328	574	8	:	:	PUNCT
cpos-328	574	9	87	87	NUM
cpos-328	574	10	-	-	SYM
cpos-328	574	11	106	106	NUM
cpos-328	574	12	[	[	X
cpos-328	574	13	doi	doi	NOUN
cpos-328	574	14	:	:	PUNCT
cpos-328	574	15	10.1257	10.1257	NUM
cpos-328	574	16	/	/	SYM
cpos-328	574	17	jep.31.2.87	jep.31.2.87	PROPN
cpos-328	574	18	]	]	PUNCT
cpos-328	574	19	.	.	PUNCT
cpos-328	575	1	musterd	musterd	PROPN
cpos-328	575	2	,	,	PUNCT
cpos-328	575	3	sako	sako	PROPN
cpos-328	575	4	2003	2003	NUM
cpos-328	575	5	:	:	PUNCT
cpos-328	575	6	segregation	segregation	NOUN
cpos-328	575	7	and	and	CCONJ
cpos-328	575	8	integration	integration	NOUN
cpos-328	575	9	:	:	PUNCT
cpos-328	575	10	a	a	DET
cpos-328	575	11	contested	contest	VERB
cpos-328	575	12	relationship	relationship	NOUN
cpos-328	575	13	.	.	PUNCT
cpos-328	576	1	in	in	ADP
cpos-328	576	2	:	:	PUNCT
cpos-328	576	3	journal	journal	NOUN
cpos-328	576	4	of	of	ADP
cpos-328	576	5	ethnic	ethnic	ADJ
cpos-328	576	6	and	and	CCONJ
cpos-328	576	7	migration	migration	NOUN
cpos-328	576	8	studies	study	NOUN
cpos-328	576	9	29,4	29,4	NOUN
cpos-328	576	10	:	:	PUNCT
cpos-328	576	11	623	623	NUM
cpos-328	576	12	-	-	SYM
cpos-328	576	13	641	641	NUM
cpos-328	576	14	[	[	X
cpos-328	576	15	doi	doi	NOUN
cpos-328	576	16	:	:	PUNCT
cpos-328	576	17	10.1080/1369183032000123422	10.1080/1369183032000123422	NUM
cpos-328	576	18	]	]	X
cpos-328	576	19	.	.	PUNCT
cpos-328	577	1	musterd	musterd	PROPN
cpos-328	577	2	,	,	PUNCT
cpos-328	577	3	sako	sako	PROPN
cpos-328	577	4	2005	2005	NUM
cpos-328	577	5	:	:	PUNCT
cpos-328	577	6	social	social	ADJ
cpos-328	577	7	and	and	CCONJ
cpos-328	577	8	ethnic	ethnic	ADJ
cpos-328	577	9	segregation	segregation	NOUN
cpos-328	577	10	in	in	ADP
cpos-328	577	11	europe	europe	PROPN
cpos-328	577	12	:	:	PUNCT
cpos-328	577	13	levels	level	NOUN
cpos-328	577	14	,	,	PUNCT
cpos-328	577	15	causes	cause	NOUN
cpos-328	577	16	,	,	PUNCT
cpos-328	577	17	and	and	CCONJ
cpos-328	577	18	effects	effect	NOUN
cpos-328	577	19	.	.	PUNCT
cpos-328	578	1	in	in	ADP
cpos-328	578	2	:	:	PUNCT
cpos-328	578	3	journal	journal	NOUN
cpos-328	578	4	of	of	ADP
cpos-328	578	5	urban	urban	PROPN
cpos-328	578	6	affairs	affair	NOUN
cpos-328	578	7	27,3	27,3	NUM
cpos-328	578	8	:	:	PUNCT
cpos-328	578	9	331	331	NUM
cpos-328	578	10	-	-	SYM
cpos-328	578	11	348	348	NUM
cpos-328	578	12	[	[	X
cpos-328	578	13	doi	doi	NOUN
cpos-328	578	14	:	:	PUNCT
cpos-328	578	15	10.1111	10.1111	NUM
cpos-328	578	16	/	/	SYM
cpos-328	578	17	j.0735	j.0735	NOUN
cpos-328	578	18	-	-	PUNCT
cpos-328	578	19	2166.2005.00239.x	2166.2005.00239.x	NOUN
cpos-328	578	20	]	]	PUNCT
cpos-328	578	21	.	.	PUNCT
cpos-328	579	1	r	r	NOUN
cpos-328	579	2	core	core	NOUN
cpos-328	579	3	team	team	NOUN
cpos-328	579	4	2018	2018	NUM
cpos-328	579	5	:	:	PUNCT
cpos-328	580	1	r	r	X
cpos-328	580	2	:	:	PUNCT
cpos-328	580	3	a	a	DET
cpos-328	580	4	language	language	NOUN
cpos-328	580	5	and	and	CCONJ
cpos-328	580	6	environment	environment	NOUN
cpos-328	580	7	for	for	ADP
cpos-328	580	8	statistical	statistical	ADJ
cpos-328	580	9	computing	computing	NOUN
cpos-328	580	10	.	.	PUNCT
cpos-328	581	1	r	r	NOUN
cpos-328	581	2	foundation	foundation	NOUN
cpos-328	581	3	for	for	ADP
cpos-328	581	4	statistical	statistical	ADJ
cpos-328	581	5	computing	computing	NOUN
cpos-328	581	6	.	.	PUNCT
cpos-328	582	1	austria	austria	PROPN
cpos-328	582	2	,	,	PUNCT
cpos-328	582	3	2018	2018	NUM
cpos-328	582	4	,	,	PUNCT
cpos-328	582	5	version	version	NOUN
cpos-328	582	6	3.4.3	3.4.3	PROPN
cpos-328	582	7	.	.	PROPN
cpos-328	582	8	•	•	NUM
cpos-328	582	9	hannes	hannes	PROPN
cpos-328	582	10	weber174	weber174	PROPN
cpos-328	582	11	ravenstein	ravenstein	PROPN
cpos-328	582	12	,	,	PUNCT
cpos-328	582	13	ernest	ernest	PROPN
cpos-328	582	14	george	george	PROPN
cpos-328	582	15	1885	1885	NUM
cpos-328	582	16	:	:	PUNCT
cpos-328	582	17	the	the	DET
cpos-328	582	18	laws	law	NOUN
cpos-328	582	19	of	of	ADP
cpos-328	582	20	migration	migration	NOUN
cpos-328	582	21	.	.	PUNCT
cpos-328	583	1	in	in	ADP
cpos-328	583	2	:	:	PUNCT
cpos-328	583	3	journal	journal	NOUN
cpos-328	583	4	of	of	ADP
cpos-328	583	5	the	the	DET
cpos-328	583	6	statistical	statistical	ADJ
cpos-328	583	7	society	society	NOUN
cpos-328	583	8	of	of	ADP
cpos-328	583	9	london	london	PROPN
cpos-328	583	10	48,2	48,2	PROPN
cpos-328	583	11	:	:	PUNCT
cpos-328	583	12	167	167	NUM
cpos-328	583	13	-	-	SYM
cpos-328	583	14	235	235	NUM
cpos-328	583	15	[	[	X
cpos-328	583	16	doi	doi	NOUN
cpos-328	583	17	:	:	PUNCT
cpos-328	583	18	10.2307/2979181	10.2307/2979181	NUM
cpos-328	583	19	]	]	PUNCT
cpos-328	583	20	.	.	PUNCT
cpos-328	584	1	schelling	schelling	PROPN
cpos-328	584	2	,	,	PUNCT
cpos-328	584	3	thomas	thomas	PROPN
cpos-328	584	4	c.	c.	PROPN
cpos-328	584	5	1971	1971	NUM
cpos-328	584	6	:	:	PUNCT
cpos-328	584	7	dynamic	dynamic	ADJ
cpos-328	584	8	models	model	NOUN
cpos-328	584	9	of	of	ADP
cpos-328	584	10	segregation	segregation	NOUN
cpos-328	584	11	.	.	PUNCT
cpos-328	585	1	in	in	ADP
cpos-328	585	2	:	:	PUNCT
cpos-328	585	3	journal	journal	NOUN
cpos-328	585	4	of	of	ADP
cpos-328	585	5	mathematical	mathematical	ADJ
cpos-328	585	6	sociology	sociology	NOUN
cpos-328	585	7	1,2	1,2	NUM
cpos-328	585	8	:	:	PUNCT
cpos-328	585	9	143	143	NUM
cpos-328	585	10	-	-	SYM
cpos-328	585	11	186	186	NUM
cpos-328	585	12	[	[	X
cpos-328	585	13	doi	doi	NOUN
cpos-328	585	14	:	:	PUNCT
cpos-328	585	15	10.1080/0022250x.1971.9989794	10.1080/0022250x.1971.9989794	NUM
cpos-328	585	16	]	]	PUNCT
cpos-328	585	17	.	.	PUNCT
cpos-328	586	1	schlömer	schlömer	ADJ
cpos-328	586	2	,	,	PUNCT
cpos-328	586	3	claus	claus	NOUN
cpos-328	586	4	2006	2006	NUM
cpos-328	586	5	:	:	PUNCT
cpos-328	586	6	bestimmungsfaktoren	bestimmungsfaktoren	PROPN
cpos-328	586	7	der	der	PROPN
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cpos-328	586	10	-	-	PUNCT
cpos-328	586	11	demographischen	demographischen	PROPN
cpos-328	586	12	entwicklung	entwicklung	PROPN
cpos-328	586	13	in	in	ADP
cpos-328	586	14	deutschland	deutschland	NOUN
cpos-328	586	15	,	,	PUNCT
cpos-328	586	16	in	in	ADP
cpos-328	586	17	:	:	PUNCT
cpos-328	586	18	gans	gan	NOUN
cpos-328	586	19	,	,	PUNCT
cpos-328	586	20	paul	paul	PROPN
cpos-328	586	21	;	;	PUNCT
cpos-328	586	22	schmitz	schmitz	PROPN
cpos-328	586	23	-	-	PUNCT
cpos-328	586	24	veltin	veltin	PROPN
cpos-328	586	25	,	,	PUNCT
cpos-328	586	26	ansgar	ansgar	PROPN
cpos-328	586	27	(	(	PUNCT
cpos-328	586	28	hrsg	hrsg	PROPN
cpos-328	586	29	.	.	PUNCT
cpos-328	586	30	):	):	PUNCT
cpos-328	586	31	räumliche	räumliche	PROPN
cpos-328	586	32	konsequenzen	konsequenzen	PROPN
cpos-328	586	33	des	des	PROPN
cpos-328	586	34	demographischen	demographischen	PROPN
cpos-328	586	35	wandels	wandel	NOUN
cpos-328	586	36	.	.	PUNCT
cpos-328	587	1	teil	teil	PROPN
cpos-328	587	2	6	6	NUM
cpos-328	587	3	:	:	PUNCT
cpos-328	587	4	demographische	demographische	NOUN
cpos-328	587	5	trends	trend	NOUN
cpos-328	587	6	in	in	ADP
cpos-328	587	7	deutschland	deutschland	NOUN
cpos-328	587	8	.	.	PUNCT
cpos-328	588	1	folgen	folgen	PROPN
cpos-328	588	2	für	für	PROPN
cpos-328	588	3	städte	städte	VERB
cpos-328	588	4	und	und	VERB
cpos-328	588	5	regionen	regionen	NOUN
cpos-328	588	6	(	(	PUNCT
cpos-328	588	7	forschungs	forschung	NOUN
cpos-328	588	8	-	-	PUNCT
cpos-328	588	9	und	und	NOUN
cpos-328	588	10	sitzungsberichte	sitzungsberichte	NOUN
cpos-328	588	11	der	der	PROPN
cpos-328	588	12	arl	arl	PROPN
cpos-328	588	13	,	,	PUNCT
cpos-328	588	14	band	band	NOUN
cpos-328	588	15	226	226	NUM
cpos-328	588	16	)	)	PUNCT
cpos-328	588	17	.	.	PUNCT
cpos-328	589	1	hannover	hannover	PROPN
cpos-328	589	2	:	:	PUNCT
cpos-328	589	3	4	4	NUM
cpos-328	589	4	-	-	SYM
cpos-328	589	5	16	16	NUM
cpos-328	589	6	.	.	PUNCT
cpos-328	590	1	schrodt	schrodt	NOUN
cpos-328	590	2	,	,	PUNCT
cpos-328	590	3	philip	philip	PROPN
cpos-328	590	4	a.	a.	PROPN
cpos-328	590	5	2014	2014	NUM
cpos-328	590	6	:	:	PUNCT
cpos-328	590	7	seven	seven	NUM
cpos-328	590	8	deadly	deadly	ADJ
cpos-328	590	9	sins	sin	NOUN
cpos-328	590	10	of	of	ADP
cpos-328	590	11	contemporary	contemporary	ADJ
cpos-328	590	12	quantitative	quantitative	ADJ
cpos-328	590	13	political	political	ADJ
cpos-328	590	14	analysis	analysis	NOUN
cpos-328	590	15	.	.	PUNCT
cpos-328	591	1	in	in	ADP
cpos-328	591	2	:	:	PUNCT
cpos-328	591	3	journal	journal	NOUN
cpos-328	591	4	of	of	ADP
cpos-328	591	5	peace	peace	NOUN
cpos-328	591	6	research	research	NOUN
cpos-328	591	7	51,2	51,2	NUM
cpos-328	591	8	:	:	PUNCT
cpos-328	591	9	287	287	NUM
cpos-328	591	10	-	-	SYM
cpos-328	591	11	300	300	NUM
cpos-328	592	1	[	[	X
cpos-328	592	2	doi	doi	NOUN
cpos-328	592	3	:	:	PUNCT
cpos-328	592	4	10.1177/0022343313499597	10.1177/0022343313499597	NUM
cpos-328	592	5	]	]	X
cpos-328	592	6	.	.	PUNCT
cpos-328	593	1	sjaastad	sjaastad	NOUN
cpos-328	593	2	,	,	PUNCT
cpos-328	593	3	larry	larry	PROPN
cpos-328	593	4	a.	a.	NOUN
cpos-328	593	5	1962	1962	NUM
cpos-328	593	6	:	:	PUNCT
cpos-328	593	7	the	the	DET
cpos-328	593	8	costs	cost	NOUN
cpos-328	593	9	and	and	CCONJ
cpos-328	593	10	returns	return	NOUN
cpos-328	593	11	of	of	ADP
cpos-328	593	12	human	human	ADJ
cpos-328	593	13	migration	migration	NOUN
cpos-328	593	14	.	.	PUNCT
cpos-328	594	1	in	in	ADP
cpos-328	594	2	:	:	PUNCT
cpos-328	594	3	journal	journal	NOUN
cpos-328	594	4	of	of	ADP
cpos-328	594	5	political	political	ADJ
cpos-328	594	6	economy	economy	NOUN
cpos-328	594	7	70,5	70,5	NOUN
cpos-328	594	8	(	(	PUNCT
cpos-328	594	9	part	part	NOUN
cpos-328	594	10	2	2	NUM
cpos-328	594	11	):	):	PUNCT
cpos-328	594	12	80	80	NUM
cpos-328	594	13	-	-	SYM
cpos-328	594	14	93	93	NUM
cpos-328	594	15	.	.	PUNCT
cpos-328	595	1	south	south	PROPN
cpos-328	595	2	,	,	PUNCT
cpos-328	595	3	scott	scott	PROPN
cpos-328	595	4	j.	j.	PROPN
cpos-328	595	5	;	;	PUNCT
cpos-328	595	6	crowder	crowder	PROPN
cpos-328	595	7	,	,	PUNCT
cpos-328	595	8	kyle	kyle	PROPN
cpos-328	595	9	d.	d.	PROPN
cpos-328	595	10	1997	1997	NUM
cpos-328	595	11	:	:	PUNCT
cpos-328	595	12	residential	residential	ADJ
cpos-328	595	13	mobility	mobility	NOUN
cpos-328	595	14	between	between	ADP
cpos-328	595	15	cities	city	NOUN
cpos-328	595	16	and	and	CCONJ
cpos-328	595	17	suburbs	suburb	NOUN
cpos-328	595	18	:	:	PUNCT
cpos-328	595	19	race	race	NOUN
cpos-328	595	20	,	,	PUNCT
cpos-328	595	21	suburbanization	suburbanization	NOUN
cpos-328	595	22	,	,	PUNCT
cpos-328	595	23	and	and	CCONJ
cpos-328	595	24	back	back	NOUN
cpos-328	595	25	-	-	PUNCT
cpos-328	595	26	to	to	ADP
cpos-328	595	27	-	-	PUNCT
cpos-328	595	28	the	the	DET
cpos-328	595	29	-	-	PUNCT
cpos-328	595	30	city	city	NOUN
cpos-328	595	31	moves	move	NOUN
cpos-328	595	32	.	.	PUNCT
cpos-328	596	1	in	in	ADP
cpos-328	596	2	:	:	PUNCT
cpos-328	596	3	demography	demography	NOUN
cpos-328	596	4	34,4	34,4	NUM
cpos-328	596	5	:	:	PUNCT
cpos-328	596	6	525	525	NUM
cpos-328	596	7	-	-	SYM
cpos-328	596	8	538	538	NUM
cpos-328	596	9	[	[	X
cpos-328	596	10	doi	doi	NOUN
cpos-328	596	11	:	:	PUNCT
cpos-328	596	12	10.2307/3038307	10.2307/3038307	NUM
cpos-328	596	13	]	]	PUNCT
cpos-328	596	14	.	.	PUNCT
cpos-328	597	1	speare	speare	PROPN
cpos-328	597	2	,	,	PUNCT
cpos-328	597	3	alden	alden	PROPN
cpos-328	597	4	1974	1974	NUM
cpos-328	597	5	:	:	PUNCT
cpos-328	597	6	residential	residential	ADJ
cpos-328	597	7	satisfaction	satisfaction	NOUN
cpos-328	597	8	as	as	ADP
cpos-328	597	9	an	an	DET
cpos-328	597	10	intervening	intervene	VERB
cpos-328	597	11	variable	variable	NOUN
cpos-328	597	12	in	in	ADP
cpos-328	597	13	residential	residential	ADJ
cpos-328	597	14	mobility	mobility	NOUN
cpos-328	597	15	.	.	PUNCT
cpos-328	598	1	in	in	ADP
cpos-328	598	2	:	:	PUNCT
cpos-328	598	3	demography	demography	NOUN
cpos-328	598	4	11,2	11,2	NOUN
cpos-328	598	5	:	:	PUNCT
cpos-328	598	6	173	173	NUM
cpos-328	598	7	-	-	SYM
cpos-328	598	8	188	188	NUM
cpos-328	598	9	[	[	X
cpos-328	598	10	doi	doi	NOUN
cpos-328	598	11	:	:	PUNCT
cpos-328	598	12	10.2307/2060556	10.2307/2060556	NUM
cpos-328	598	13	]	]	PUNCT
cpos-328	598	14	.	.	PUNCT
cpos-328	599	1	statistisches	statistische	NOUN
cpos-328	599	2	bundesamt	bundesamt	VERB
cpos-328	599	3	2009	2009	NUM
cpos-328	599	4	:	:	PUNCT
cpos-328	599	5	bevölkerung	bevölkerung	PROPN
cpos-328	599	6	deutschlands	deutschland	NOUN
cpos-328	599	7	bis	bis	X
cpos-328	599	8	2060	2060	NUM
cpos-328	599	9	.	.	PUNCT
cpos-328	600	1	12	12	NUM
cpos-328	600	2	.	.	PUNCT
cpos-328	600	3	koordinierte	koordinierte	PROPN
cpos-328	600	4	bevölkerungsvorausberechnung	bevölkerungsvorausberechnung	PROPN
cpos-328	600	5	.	.	PUNCT
cpos-328	601	1	wiesbaden	wiesbaden	PROPN
cpos-328	601	2	.	.	PROPN
cpos-328	601	3	statistisches	statistische	NOUN
cpos-328	601	4	bundesamt	bundesamt	VERB
cpos-328	601	5	2019	2019	NUM
cpos-328	601	6	:	:	PUNCT
cpos-328	601	7	bevölkerung	bevölkerung	VERB
cpos-328	601	8	deutschlands	deutschland	NOUN
cpos-328	601	9	bis	bis	X
cpos-328	601	10	2060	2060	NUM
cpos-328	601	11	.	.	PUNCT
cpos-328	602	1	14	14	NUM
cpos-328	602	2	.	.	PUNCT
cpos-328	602	3	koordinierte	koordinierte	PROPN
cpos-328	602	4	bevölkerungsvorausberechnung	bevölkerungsvorausberechnung	PROPN
cpos-328	602	5	.	.	PUNCT
cpos-328	603	1	wiesbaden	wiesbaden	PROPN
cpos-328	603	2	.	.	PUNCT
cpos-328	604	1	svr	svr	PROPN
cpos-328	604	2	(	(	PUNCT
cpos-328	604	3	sachverständigenrat	sachverständigenrat	PROPN
cpos-328	604	4	deutscher	deutscher	PROPN
cpos-328	604	5	stiftungen	stiftungen	PROPN
cpos-328	604	6	für	für	NOUN
cpos-328	604	7	integration	integration	NOUN
cpos-328	604	8	und	und	NOUN
cpos-328	604	9	migration	migration	NOUN
cpos-328	604	10	)	)	PUNCT
cpos-328	604	11	2016	2016	NUM
cpos-328	604	12	:	:	PUNCT
cpos-328	604	13	viele	viele	PROPN
cpos-328	604	14	götter	götter	PROPN
cpos-328	604	15	,	,	PUNCT
cpos-328	604	16	ein	ein	PROPN
cpos-328	604	17	staat	staat	PROPN
cpos-328	604	18	:	:	PUNCT
cpos-328	604	19	religiöse	religiöse	NOUN
cpos-328	604	20	vielfalt	vielfalt	NOUN
cpos-328	604	21	und	und	VERB
cpos-328	604	22	teilhabe	teilhabe	PROPN
cpos-328	605	1	i	i	PRON
cpos-328	605	2	m	m	VERB
cpos-328	605	3	einwanderungsland	einwanderungsland	ADJ
cpos-328	605	4	.	.	PUNCT
cpos-328	606	1	jahresgutachten	jahresgutachten	VERB
cpos-328	606	2	2016	2016	NUM
cpos-328	606	3	mit	mit	NOUN
cpos-328	606	4	integrationsbarometer	integrationsbarometer	NOUN
cpos-328	606	5	[	[	X
cpos-328	606	6	https://www.svr-migration.de/publikationen/jahresgutachten-2016-mit-integrationsbarometer/	https://www.svr-migration.de/publikationen/jahresgutachten-2016-mit-integrationsbarometer/	X
cpos-328	606	7	,	,	PUNCT
cpos-328	606	8	01.08.2019	01.08.2019	X
cpos-328	606	9	]	]	PUNCT
cpos-328	606	10	.	.	PUNCT
cpos-328	607	1	swiaczny	swiaczny	PROPN
cpos-328	607	2	,	,	PUNCT
cpos-328	607	3	frank	frank	PROPN
cpos-328	607	4	2015	2015	NUM
cpos-328	607	5	:	:	PUNCT
cpos-328	607	6	auswirkungen	auswirkungen	PROPN
cpos-328	607	7	des	des	PROPN
cpos-328	607	8	demographischen	demographischen	PROPN
cpos-328	607	9	wandels	wandel	NOUN
cpos-328	607	10	auf	auf	PROPN
cpos-328	607	11	die	die	VERB
cpos-328	607	12	regionale	regionale	NOUN
cpos-328	607	13	bevölkerungsdynamik	bevölkerungsdynamik	NOUN
cpos-328	607	14	in	in	ADP
cpos-328	607	15	deutschland	deutschland	NOUN
cpos-328	607	16	.	.	PUNCT
cpos-328	608	1	in	in	ADP
cpos-328	608	2	:	:	PUNCT
cpos-328	608	3	raumforschung	raumforschung	ADJ
cpos-328	608	4	und	und	NOUN
cpos-328	608	5	raumordnung	raumordnung	NOUN
cpos-328	608	6	73,6	73,6	NUM
cpos-328	608	7	:	:	PUNCT
cpos-328	608	8	407	407	NUM
cpos-328	608	9	-	-	SYM
cpos-328	608	10	421	421	NUM
cpos-328	608	11	[	[	X
cpos-328	608	12	doi	doi	NOUN
cpos-328	608	13	:	:	PUNCT
cpos-328	608	14	10.1007	10.1007	NUM
cpos-328	608	15	/	/	SYM
cpos-328	608	16	s13147	s13147	NOUN
cpos-328	608	17	-	-	PUNCT
cpos-328	608	18	015	015	NUM
cpos-328	608	19	-	-	PUNCT
cpos-328	608	20	0370	0370	NUM
cpos-328	608	21	-	-	SYM
cpos-328	608	22	7	7	NUM
cpos-328	608	23	]	]	PUNCT
cpos-328	608	24	.	.	PUNCT
cpos-328	609	1	van	van	PROPN
cpos-328	609	2	ham	ham	PROPN
cpos-328	609	3	,	,	PUNCT
cpos-328	609	4	maarten	maarten	PROPN
cpos-328	609	5	;	;	PUNCT
cpos-328	609	6	feijten	feijten	VERB
cpos-328	609	7	,	,	PUNCT
cpos-328	609	8	peteke	peteke	ADJ
cpos-328	609	9	2008	2008	NUM
cpos-328	609	10	:	:	PUNCT
cpos-328	609	11	who	who	PRON
cpos-328	609	12	wants	want	VERB
cpos-328	609	13	to	to	PART
cpos-328	609	14	leave	leave	VERB
cpos-328	609	15	the	the	DET
cpos-328	609	16	neighbourhood	neighbourhood	NOUN
cpos-328	609	17	?	?	PUNCT
cpos-328	610	1	the	the	DET
cpos-328	610	2	effect	effect	NOUN
cpos-328	610	3	of	of	ADP
cpos-328	610	4	being	be	AUX
cpos-328	610	5	different	different	ADJ
cpos-328	610	6	from	from	ADP
cpos-328	610	7	the	the	DET
cpos-328	610	8	neighbourhood	neighbourhood	NOUN
cpos-328	610	9	population	population	NOUN
cpos-328	610	10	on	on	ADP
cpos-328	610	11	wishes	wish	NOUN
cpos-328	610	12	to	to	PART
cpos-328	610	13	move	move	VERB
cpos-328	610	14	.	.	PUNCT
cpos-328	611	1	in	in	ADP
cpos-328	611	2	:	:	PUNCT
cpos-328	611	3	environment	environment	NOUN
cpos-328	611	4	and	and	CCONJ
cpos-328	611	5	planning	plan	VERB
cpos-328	611	6	a	a	DET
cpos-328	611	7	40,5	40,5	NOUN
cpos-328	611	8	:	:	PUNCT
cpos-328	611	9	1151	1151	NUM
cpos-328	611	10	-	-	SYM
cpos-328	611	11	1170	1170	NUM
cpos-328	611	12	[	[	X
cpos-328	611	13	doi	doi	NOUN
cpos-328	611	14	:	:	PUNCT
cpos-328	611	15	10.1068	10.1068	NUM
cpos-328	611	16	/	/	SYM
cpos-328	611	17	a39179	a39179	PROPN
cpos-328	611	18	]	]	PUNCT
cpos-328	611	19	.	.	PUNCT
cpos-328	612	1	vanella	vanella	PROPN
cpos-328	612	2	,	,	PUNCT
cpos-328	612	3	patrizio	patrizio	PROPN
cpos-328	612	4	;	;	PUNCT
cpos-328	612	5	deschermeier	deschermeier	NOUN
cpos-328	612	6	,	,	PUNCT
cpos-328	612	7	philipp	philipp	PROPN
cpos-328	612	8	2018	2018	NUM
cpos-328	612	9	:	:	PUNCT
cpos-328	612	10	stochastic	stochastic	ADJ
cpos-328	612	11	forecasting	forecasting	NOUN
cpos-328	612	12	model	model	NOUN
cpos-328	612	13	of	of	ADP
cpos-328	612	14	international	international	ADJ
cpos-328	612	15	migration	migration	NOUN
cpos-328	612	16	in	in	ADP
cpos-328	612	17	germany	germany	PROPN
cpos-328	612	18	.	.	PUNCT
cpos-328	613	1	in	in	ADP
cpos-328	613	2	:	:	PUNCT
cpos-328	613	3	kapella	kapella	PROPN
cpos-328	613	4	,	,	PUNCT
cpos-328	613	5	olaf	olaf	PROPN
cpos-328	613	6	;	;	PUNCT
cpos-328	613	7	schneider	schneider	PROPN
cpos-328	613	8	,	,	PUNCT
cpos-328	613	9	norbert	norbert	PROPN
cpos-328	613	10	f.	f.	PROPN
cpos-328	613	11	;	;	PUNCT
cpos-328	613	12	rost	rost	PROPN
cpos-328	613	13	,	,	PUNCT
cpos-328	613	14	harald	harald	PROPN
cpos-328	613	15	(	(	PUNCT
cpos-328	613	16	eds	eds	PROPN
cpos-328	613	17	.	.	PROPN
cpos-328	613	18	):	):	PUNCT
cpos-328	613	19	familie	familie	PROPN
cpos-328	613	20	–	–	PUNCT
cpos-328	613	21	bildung	bildung	PROPN
cpos-328	613	22	–	–	PUNCT
cpos-328	613	23	migration	migration	NOUN
cpos-328	613	24	:	:	PUNCT
cpos-328	613	25	familienforschung	familienforschung	PROPN
cpos-328	614	1	i	i	PRON
cpos-328	614	2	m	m	AUX
cpos-328	614	3	spannungsfeld	spannungsfeld	VERB
cpos-328	614	4	zwischen	zwischen	PROPN
cpos-328	614	5	wissenschaft	wissenschaft	PROPN
cpos-328	614	6	,	,	PUNCT
cpos-328	614	7	politik	politik	PROPN
cpos-328	614	8	und	und	NOUN
cpos-328	614	9	praxis	praxi	VERB
cpos-328	614	10	.	.	PUNCT
cpos-328	615	1	tagungsband	tagungsband	NOUN
cpos-328	615	2	zum	zum	PROPN
cpos-328	615	3	5	5	NUM
cpos-328	615	4	.	.	PUNCT
cpos-328	616	1	europäischen	europäischen	PROPN
cpos-328	616	2	fachkongress	fachkongress	PROPN
cpos-328	616	3	familienforschung	familienforschung	PROPN
cpos-328	616	4	.	.	PUNCT
cpos-328	617	1	berlin	berlin	PROPN
cpos-328	617	2	:	:	PUNCT
cpos-328	617	3	261	261	NUM
cpos-328	617	4	-	-	SYM
cpos-328	617	5	280	280	NUM
cpos-328	618	1	[	[	X
cpos-328	618	2	doi	doi	NOUN
cpos-328	618	3	:	:	PUNCT
cpos-328	618	4	10.2307	10.2307	NUM
cpos-328	618	5	/	/	SYM
cpos-328	618	6	j.ctvddzpz0.22	j.ctvddzpz0.22	PROPN
cpos-328	618	7	]	]	PUNCT
cpos-328	618	8	.	.	PUNCT
cpos-328	619	1	weber	weber	PROPN
cpos-328	619	2	,	,	PUNCT
cpos-328	619	3	enzo	enzo	PROPN
cpos-328	619	4	;	;	PUNCT
cpos-328	619	5	weigand	weigand	PROPN
cpos-328	619	6	,	,	PUNCT
cpos-328	619	7	roland	roland	PROPN
cpos-328	619	8	2016	2016	NUM
cpos-328	619	9	:	:	PUNCT
cpos-328	619	10	identifying	identify	VERB
cpos-328	619	11	macroeconomic	macroeconomic	ADJ
cpos-328	619	12	effects	effect	NOUN
cpos-328	619	13	of	of	ADP
cpos-328	619	14	refugee	refugee	NOUN
cpos-328	619	15	migration	migration	NOUN
cpos-328	619	16	to	to	ADP
cpos-328	619	17	germany	germany	PROPN
cpos-328	619	18	.	.	PUNCT
cpos-328	620	1	iab	iab	NOUN
cpos-328	620	2	-	-	PUNCT
cpos-328	620	3	discussion	discussion	NOUN
cpos-328	620	4	paper	paper	NOUN
cpos-328	620	5	20	20	NUM
cpos-328	620	6	.	.	PUNCT
cpos-328	621	1	institut	institut	PROPN
cpos-328	621	2	für	für	PROPN
cpos-328	621	3	arbeitsmarktund	arbeitsmarktund	VERB
cpos-328	621	4	berufsforschung	berufsforschung	PROPN
cpos-328	621	5	bei	bei	PROPN
cpos-328	621	6	der	der	PROPN
cpos-328	621	7	bundesagentur	bundesagentur	NOUN
cpos-328	621	8	für	für	PROPN
cpos-328	621	9	arbeit	arbeit	PROPN
cpos-328	621	10	:	:	PUNCT
cpos-328	621	11	nürnberg	nürnberg	PROPN
cpos-328	621	12	.	.	PUNCT
cpos-328	622	1	weber	weber	PROPN
cpos-328	622	2	,	,	PUNCT
cpos-328	622	3	hannes	hannes	PROPN
cpos-328	622	4	2015a	2015a	NUM
cpos-328	622	5	:	:	PUNCT
cpos-328	622	6	could	could	AUX
cpos-328	622	7	immigration	immigration	VERB
cpos-328	622	8	prevent	prevent	VERB
cpos-328	622	9	population	population	NOUN
cpos-328	622	10	decline	decline	NOUN
cpos-328	622	11	?	?	PUNCT
cpos-328	623	1	the	the	DET
cpos-328	623	2	demographic	demographic	ADJ
cpos-328	623	3	prospects	prospect	NOUN
cpos-328	623	4	of	of	ADP
cpos-328	623	5	germany	germany	PROPN
cpos-328	623	6	revisited	revisit	VERB
cpos-328	623	7	.	.	PUNCT
cpos-328	624	1	in	in	ADP
cpos-328	624	2	:	:	PUNCT
cpos-328	624	3	comparative	comparative	ADJ
cpos-328	624	4	population	population	NOUN
cpos-328	624	5	studies	study	NOUN
cpos-328	624	6	40,2	40,2	VERB
cpos-328	624	7	:	:	PUNCT
cpos-328	624	8	165	165	NUM
cpos-328	624	9	-	-	SYM
cpos-328	624	10	190	190	NUM
cpos-328	624	11	[	[	X
cpos-328	624	12	doi	doi	NOUN
cpos-328	624	13	:	:	PUNCT
cpos-328	624	14	10.12765	10.12765	NUM
cpos-328	624	15	/	/	SYM
cpos-328	624	16	cpos-2015	cpos-2015	NOUN
cpos-328	624	17	-	-	PUNCT
cpos-328	624	18	05en	05en	NOUN
cpos-328	624	19	]	]	PUNCT
cpos-328	624	20	.	.	PUNCT
cpos-328	625	1	weber	weber	PROPN
cpos-328	625	2	,	,	PUNCT
cpos-328	625	3	hannes	hannes	PROPN
cpos-328	625	4	2015b	2015b	NUM
cpos-328	625	5	:	:	PUNCT
cpos-328	625	6	mehr	mehr	NOUN
cpos-328	625	7	zuwanderer	zuwanderer	NOUN
cpos-328	625	8	,	,	PUNCT
cpos-328	625	9	mehr	mehr	NOUN
cpos-328	625	10	fremdenangst	fremdenangst	ADV
cpos-328	625	11	?	?	PUNCT
cpos-328	626	1	ein	ein	PROPN
cpos-328	626	2	überblick	überblick	PROPN
cpos-328	626	3	über	über	PROPN
cpos-328	626	4	den	den	PROPN
cpos-328	626	5	forschungsstand	forschungsstand	PROPN
cpos-328	626	6	und	und	NOUN
cpos-328	626	7	ein	ein	PROPN
cpos-328	626	8	erklärungsversuch	erklärungsversuch	PROPN
cpos-328	626	9	aktueller	aktueller	NOUN
cpos-328	626	10	entwicklungen	entwicklungen	NOUN
cpos-328	626	11	in	in	ADP
cpos-328	626	12	deutschland	deutschland	NOUN
cpos-328	626	13	.	.	PUNCT
cpos-328	627	1	in	in	ADP
cpos-328	627	2	:	:	PUNCT
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cpos-328	627	8	:	:	PUNCT
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cpos-328	627	10	-	-	SYM
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cpos-328	627	12	[	[	X
cpos-328	627	13	doi	doi	NOUN
cpos-328	627	14	:	:	PUNCT
cpos-328	627	15	10.1007	10.1007	NUM
cpos-328	627	16	/	/	SYM
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cpos-328	627	18	-	-	PUNCT
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cpos-328	627	20	-	-	PUNCT
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cpos-328	627	22	-	-	SYM
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cpos-328	627	24	]	]	PUNCT
cpos-328	627	25	.	.	PUNCT
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cpos-328	628	2	,	,	PUNCT
cpos-328	628	3	hannes	hannes	PROPN
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cpos-328	628	5	:	:	PUNCT
cpos-328	628	6	der	der	ADJ
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cpos-328	628	8	wandel	wandel	PROPN
cpos-328	628	9	.	.	PUNCT
cpos-328	629	1	mythos	mythos	PROPN
cpos-328	629	2	–	–	PUNCT
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cpos-328	629	4	–	–	PUNCT
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cpos-328	629	6	.	.	PUNCT
cpos-328	630	1	stuttgart	stuttgart	PROPN
cpos-328	630	2	:	:	PUNCT
cpos-328	631	1	kohlhammer	kohlhammer	ADV
cpos-328	631	2	.	.	PUNCT
cpos-328	632	1	how	how	SCONJ
cpos-328	632	2	well	well	ADV
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cpos-328	632	4	the	the	DET
cpos-328	632	5	migration	migration	NOUN
cpos-328	632	6	component	component	NOUN
cpos-328	632	7	of	of	ADP
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cpos-328	632	10	change	change	NOUN
cpos-328	632	11	be	be	AUX
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cpos-328	632	13	?	?	PUNCT
cpos-328	633	1	•	•	NUM
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cpos-328	633	8	,	,	PUNCT
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cpos-328	633	10	dabbs	dabbs	PROPN
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cpos-328	633	12	:	:	PUNCT
cpos-328	633	13	the	the	DET
cpos-328	633	14	effect	effect	NOUN
cpos-328	633	15	of	of	ADP
cpos-328	633	16	population	population	NOUN
cpos-328	633	17	growth	growth	NOUN
cpos-328	633	18	on	on	ADP
cpos-328	633	19	the	the	DET
cpos-328	633	20	environment	environment	NOUN
cpos-328	633	21	:	:	PUNCT
cpos-328	633	22	evidence	evidence	NOUN
cpos-328	633	23	from	from	ADP
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cpos-328	633	25	regions	region	NOUN
cpos-328	633	26	.	.	PUNCT
cpos-328	634	1	in	in	ADP
cpos-328	634	2	:	:	PUNCT
cpos-328	634	3	european	european	ADJ
cpos-328	634	4	journal	journal	PROPN
cpos-328	634	5	of	of	ADP
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cpos-328	634	7	35,2	35,2	NUM
cpos-328	634	8	:	:	PUNCT
cpos-328	634	9	379	379	NUM
cpos-328	634	10	-	-	SYM
cpos-328	634	11	402	402	NUM
cpos-328	634	12	[	[	X
cpos-328	634	13	doi	doi	NOUN
cpos-328	634	14	:	:	PUNCT
cpos-328	634	15	10.1007	10.1007	NUM
cpos-328	634	16	/	/	SYM
cpos-328	634	17	s10680	s10680	NOUN
cpos-328	634	18	-	-	PUNCT
cpos-328	634	19	018	018	NUM
cpos-328	634	20	-	-	PUNCT
cpos-328	634	21	9486	9486	NUM
cpos-328	634	22	-	-	SYM
cpos-328	634	23	0	0	NUM
cpos-328	634	24	]	]	PUNCT
cpos-328	634	25	.	.	PUNCT
cpos-328	635	1	windzio	windzio	PROPN
cpos-328	635	2	,	,	PUNCT
cpos-328	635	3	michael	michael	PROPN
cpos-328	635	4	2004	2004	NUM
cpos-328	635	5	:	:	PUNCT
cpos-328	635	6	kann	kann	PROPN
cpos-328	635	7	der	der	PROPN
cpos-328	635	8	regionale	regionale	PROPN
cpos-328	635	9	kontext	kontext	PROPN
cpos-328	635	10	zur	zur	NOUN
cpos-328	635	11	„	„	PUNCT
cpos-328	635	12	arbeitslosenfalle	arbeitslosenfalle	NOUN
cpos-328	635	13	“	"	PUNCT
cpos-328	635	14	werden	werden	X
cpos-328	635	15	?	?	PUNCT
cpos-328	636	1	in	in	ADP
cpos-328	636	2	:	:	PUNCT
cpos-328	636	3	kölner	kölner	NOUN
cpos-328	636	4	zeitschrift	zeitschrift	PROPN
cpos-328	636	5	für	für	PROPN
cpos-328	636	6	soziologie	soziologie	PROPN
cpos-328	636	7	und	und	NOUN
cpos-328	636	8	sozialpsychologie	sozialpsychologie	NOUN
cpos-328	636	9	56,2	56,2	ADJ
cpos-328	636	10	:	:	PUNCT
cpos-328	636	11	257	257	NUM
cpos-328	636	12	-	-	SYM
cpos-328	636	13	278	278	NUM
cpos-328	636	14	[	[	X
cpos-328	636	15	doi	doi	NOUN
cpos-328	636	16	:	:	PUNCT
cpos-328	636	17	10.1007/	10.1007/	NUM
cpos-328	636	18	s11577	s11577	PROPN
cpos-328	636	19	-	-	PUNCT
cpos-328	636	20	004	004	VERB
cpos-328	636	21	-	-	PUNCT
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cpos-328	636	23	-	-	PUNCT
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cpos-328	636	26	.	.	PUNCT
cpos-328	637	1	zhou	zhou	PROPN
cpos-328	637	2	,	,	PUNCT
cpos-328	637	3	zhi	zhi	PROPN
cpos-328	637	4	-	-	PUNCT
cpos-328	637	5	hua	hua	PROPN
cpos-328	637	6	2012	2012	NUM
cpos-328	637	7	:	:	PUNCT
cpos-328	637	8	ensemble	ensemble	ADJ
cpos-328	637	9	methods	method	NOUN
cpos-328	637	10	:	:	PUNCT
cpos-328	637	11	foundations	foundation	NOUN
cpos-328	637	12	and	and	CCONJ
cpos-328	637	13	algorithms	algorithm	NOUN
cpos-328	637	14	.	.	PUNCT
cpos-328	638	1	boca	boca	PROPN
cpos-328	638	2	raton	raton	PROPN
cpos-328	638	3	:	:	PUNCT
cpos-328	638	4	crc	crc	NOUN
cpos-328	638	5	press	press	PROPN
cpos-328	638	6	.	.	PUNCT
cpos-328	639	1	zipf	zipf	PROPN
cpos-328	639	2	,	,	PUNCT
cpos-328	639	3	george	george	PROPN
cpos-328	639	4	k.	k.	PROPN
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cpos-328	639	6	:	:	PUNCT
cpos-328	640	1	the	the	DET
cpos-328	640	2	p	p	NOUN
cpos-328	640	3	1	1	NUM
cpos-328	640	4	p	p	NOUN
cpos-328	640	5	2	2	NUM
cpos-328	640	6	/	/	SYM
cpos-328	640	7	d	d	NOUN
cpos-328	640	8	hypothesis	hypothesis	NOUN
cpos-328	640	9	:	:	PUNCT
cpos-328	640	10	on	on	ADP
cpos-328	640	11	the	the	DET
cpos-328	640	12	intercity	intercity	NOUN
cpos-328	640	13	movement	movement	NOUN
cpos-328	640	14	of	of	ADP
cpos-328	640	15	persons	person	NOUN
cpos-328	640	16	.	.	PUNCT
cpos-328	641	1	in	in	ADP
cpos-328	641	2	:	:	PUNCT
cpos-328	641	3	american	american	ADJ
cpos-328	641	4	sociological	sociological	PROPN
cpos-328	641	5	review	review	PROPN
cpos-328	641	6	11,6	11,6	NUM
cpos-328	641	7	:	:	PUNCT
cpos-328	641	8	677	677	NUM
cpos-328	641	9	-	-	SYM
cpos-328	641	10	686	686	NUM
cpos-328	641	11	.	.	PUNCT
cpos-328	641	12	date	date	NOUN
cpos-328	641	13	of	of	ADP
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cpos-328	641	15	:	:	PUNCT
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cpos-328	641	17	date	date	NOUN
cpos-328	641	18	of	of	ADP
cpos-328	641	19	acceptance	acceptance	NOUN
cpos-328	641	20	:	:	PUNCT
cpos-328	641	21	10.11.2019	10.11.2019	NUM
cpos-328	641	22	dr	dr	PROPN
cpos-328	641	23	.	.	PROPN
cpos-328	641	24	hannes	hannes	PROPN
cpos-328	641	25	weber	weber	PROPN
cpos-328	641	26	(	(	PUNCT
cpos-328	641	27			PROPN
cpos-328	641	28	)	)	PUNCT
cpos-328	641	29	.	.	PUNCT
cpos-328	642	1	universität	universität	PROPN
cpos-328	642	2	mannheim	mannheim	NOUN
cpos-328	642	3	,	,	PUNCT
cpos-328	642	4	mannheimer	mannheimer	NOUN
cpos-328	642	5	zentrum	zentrum	PROPN
cpos-328	642	6	für	für	PROPN
cpos-328	642	7	europäische	europäische	PROPN
cpos-328	642	8	sozialforschung	sozialforschung	PROPN
cpos-328	642	9	(	(	PUNCT
cpos-328	642	10	mzes	mze	NOUN
cpos-328	642	11	.	.	PUNCT
cpos-328	642	12	)	)	PUNCT
cpos-328	642	13	.	.	PUNCT
cpos-328	643	1	mannheim	mannheim	PROPN
cpos-328	643	2	,	,	PUNCT
cpos-328	643	3	germany	germany	PROPN
cpos-328	643	4	.	.	PUNCT
cpos-328	644	1	e	e	X
cpos-328	644	2	-	-	NOUN
cpos-328	644	3	mail	mail	NOUN
cpos-328	644	4	:	:	PUNCT
cpos-328	644	5	hannes.weber@mzes.uni-mannheim.de	hannes.weber@mzes.uni-mannheim.de	ADJ
cpos-328	644	6	url	url	PROPN
cpos-328	644	7	:	:	PUNCT
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cpos-328	644	9	les	les	PROPN
cpos-328	644	10	/	/	SYM
cpos-328	644	11	hannes	hannes	PROPN
cpos-328	644	12	-	-	PUNCT
cpos-328	644	13	weber	weber	PROPN
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cpos-328	644	19	.	.	PUNCT
cpos-328	645	1	a1	a1	NOUN
cpos-328	645	2	:	:	PUNCT
cpos-328	645	3	feature	feature	NOUN
cpos-328	645	4	labels	label	NOUN
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cpos-328	645	7	statistics	statistic	NOUN
cpos-328	645	8	feature	feature	VERB
cpos-328	645	9	label	label	NOUN
cpos-328	645	10	valid	valid	ADJ
cpos-328	645	11	n	n	ADP
cpos-328	645	12	mean	mean	ADJ
cpos-328	645	13	std	std	PROPN
cpos-328	645	14	.	.	PROPN
cpos-328	646	1	dev	dev	PROPN
cpos-328	646	2	.	.	PUNCT
cpos-328	647	1	min	min	PROPN
cpos-328	647	2	max	max	PROPN
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cpos-328	647	5	3,148	3,148	NUM
cpos-328	647	6	23,763	23,763	NUM
cpos-328	647	7	93,863	93,863	NUM
cpos-328	647	8	4,215	4,215	NUM
cpos-328	647	9	3,326,002	3,326,002	NUM
cpos-328	647	10	population	population	NOUN
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cpos-328	647	12	3,151	3,151	NUM
cpos-328	647	13	4.027	4.027	NUM
cpos-328	647	14	5.760	5.760	NUM
cpos-328	647	15	0.000	0.000	NUM
cpos-328	647	16	75.586	75.586	NUM
cpos-328	647	17	share	share	NOUN
cpos-328	647	18	of	of	ADP
cpos-328	647	19	welfare	welfare	NOUN
cpos-328	647	20	recipients	recipient	NOUN
cpos-328	647	21	among	among	ADP
cpos-328	647	22	workers	worker	NOUN
cpos-328	647	23	(	(	PUNCT
cpos-328	647	24	per	per	ADP
cpos-328	647	25	1,000	1,000	NUM
cpos-328	647	26	)	)	PUNCT
cpos-328	647	27	3,125	3,125	NUM
cpos-328	647	28	31.829	31.829	NUM
cpos-328	647	29	4.792	4.792	NUM
cpos-328	647	30	10.000	10.000	NUM
cpos-328	647	31	56.000	56.000	NUM
cpos-328	647	32	share	share	NOUN
cpos-328	647	33	of	of	ADP
cpos-328	647	34	welfare	welfare	NOUN
cpos-328	647	35	recipients	recipient	NOUN
cpos-328	647	36	among	among	ADP
cpos-328	647	37	working	work	VERB
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cpos-328	647	39	3,099	3,099	NUM
cpos-328	647	40	28.376	28.376	NUM
cpos-328	647	41	5.816	5.816	NUM
cpos-328	647	42	6.000	6.000	NUM
cpos-328	647	43	68.421	68.421	NUM
cpos-328	647	44	share	share	NOUN
cpos-328	647	45	of	of	ADP
cpos-328	647	46	employment	employment	NOUN
cpos-328	647	47	in	in	ADP
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cpos-328	647	53	0.020	0.020	NUM
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cpos-328	647	55	share	share	NOUN
cpos-328	647	56	of	of	ADP
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cpos-328	647	72	-	-	SYM
cpos-328	647	73	25	25	NUM
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cpos-328	647	75	3,114	3,114	NUM
cpos-328	647	76	2.880	2.880	NUM
cpos-328	647	77	2.078	2.078	NUM
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cpos-328	647	82	3,114	3,114	NUM
cpos-328	647	83	4.627	4.627	NUM
cpos-328	647	84	2.756	2.756	NUM
cpos-328	647	85	0.900	0.900	NUM
cpos-328	647	86	19.000	19.000	NUM
cpos-328	647	87	share	share	NOUN
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cpos-328	647	91	5.491	5.491	NUM
cpos-328	647	92	4.210	4.210	NUM
cpos-328	647	93	0.200	0.200	NUM
cpos-328	647	94	33.200	33.200	NUM
cpos-328	647	95	share	share	NOUN
cpos-328	647	96	of	of	ADP
cpos-328	647	97	foreigners	foreigner	NOUN
cpos-328	647	98	older	old	ADJ
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cpos-328	647	104	2.346	2.346	NUM
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cpos-328	647	106	17.100	17.100	NUM
cpos-328	647	107	share	share	NOUN
cpos-328	647	108	of	of	ADP
cpos-328	647	109	employed	employ	VERB
cpos-328	647	110	persons	person	NOUN
cpos-328	647	111	in	in	ADP
cpos-328	647	112	vocational	vocational	ADJ
cpos-328	647	113	training	training	NOUN
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cpos-328	647	115	6.032	6.032	NUM
cpos-328	647	116	1.329	1.329	NUM
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cpos-328	647	118	11.900	11.900	NUM
cpos-328	647	119	share	share	NOUN
cpos-328	647	120	of	of	ADP
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cpos-328	647	122	recipients	recipient	NOUN
cpos-328	647	123	among	among	ADP
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cpos-328	647	126	15.181	15.181	NUM
cpos-328	647	127	8.758	8.758	NUM
cpos-328	647	128	0.700	0.700	NUM
cpos-328	647	129	63.200	63.200	NUM
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cpos-328	647	131	-	-	PUNCT
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cpos-328	647	165	10.751	10.751	NUM
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cpos-328	647	167	4.500	4.500	NUM
cpos-328	647	168	26.900	26.900	NUM
cpos-328	647	169	mean	mean	NOUN
cpos-328	647	170	age	age	NOUN
cpos-328	647	171	3,102	3,102	NUM
cpos-328	647	172	44.331	44.331	NUM
cpos-328	647	173	2.145	2.145	NUM
cpos-328	647	174	37.400	37.400	NUM
cpos-328	647	175	53.300	53.300	NUM
cpos-328	647	176	share	share	NOUN
cpos-328	647	177	of	of	ADP
cpos-328	647	178	age	age	NOUN
cpos-328	647	179	group	group	NOUN
cpos-328	647	180	80	80	NUM
cpos-328	647	181	or	or	CCONJ
cpos-328	647	182	older	old	ADJ
cpos-328	647	183	3,114	3,114	NUM
cpos-328	647	184	5.416	5.416	NUM
cpos-328	647	185	1.079	1.079	NUM
cpos-328	647	186	2.200	2.200	NUM
cpos-328	647	187	10.900	10.900	NUM
cpos-328	647	188	mean	mean	NOUN
cpos-328	647	189	apartment	apartment	NOUN
cpos-328	647	190	size	size	NOUN
cpos-328	647	191	per	per	ADP
cpos-328	647	192	resident	resident	NOUN
cpos-328	647	193	2,996	2,996	NUM
cpos-328	647	194	46.361	46.361	NUM
cpos-328	647	195	4.109	4.109	NUM
cpos-328	647	196	16.900	16.900	NUM
cpos-328	647	197	69.500	69.500	NUM
cpos-328	647	198	share	share	NOUN
cpos-328	647	199	of	of	ADP
cpos-328	647	200	1	1	NUM
cpos-328	647	201	-	-	PUNCT
cpos-328	647	202	family	family	NOUN
cpos-328	647	203	or	or	CCONJ
cpos-328	647	204	2	2	NUM
cpos-328	647	205	-	-	PUNCT
cpos-328	647	206	family	family	NOUN
cpos-328	647	207	homes	home	NOUN
cpos-328	647	208	3,099	3,099	NUM
cpos-328	647	209	61.873	61.873	NUM
cpos-328	647	210	18.115	18.115	NUM
cpos-328	647	211	10.500	10.500	NUM
cpos-328	647	212	96.100	96.100	NUM
cpos-328	647	213	growth	growth	NOUN
cpos-328	647	214	in	in	ADP
cpos-328	647	215	the	the	DET
cpos-328	647	216	number	number	NOUN
cpos-328	647	217	of	of	ADP
cpos-328	647	218	jobs	job	NOUN
cpos-328	647	219	in	in	ADP
cpos-328	647	220	the	the	DET
cpos-328	647	221	past	past	ADJ
cpos-328	647	222	5	5	NUM
cpos-328	647	223	years	year	NOUN
cpos-328	647	224	in	in	ADP
cpos-328	647	225	%	%	NOUN
cpos-328	647	226	3,093	3,093	NUM
cpos-328	647	227	8.559	8.559	NUM
cpos-328	647	228	11.094	11.094	NUM
cpos-328	647	229	-46.600	-46.600	ADP
cpos-328	647	230	117.900	117.900	NUM
cpos-328	647	231	share	share	NOUN
cpos-328	647	232	of	of	ADP
cpos-328	647	233	employment	employment	NOUN
cpos-328	647	234	in	in	ADP
cpos-328	647	235	private	private	ADJ
cpos-328	647	236	sector	sector	NOUN
cpos-328	647	237	services	service	NOUN
cpos-328	647	238	2,961	2,961	NUM
cpos-328	647	239	8.583	8.583	NUM
cpos-328	647	240	6.491	6.491	NUM
cpos-328	647	241	0.200	0.200	NUM
cpos-328	647	242	74.700	74.700	NUM
cpos-328	647	243	dynamics	dynamic	NOUN
cpos-328	647	244	of	of	ADP
cpos-328	647	245	employment	employment	NOUN
cpos-328	647	246	in	in	ADP
cpos-328	647	247	private	private	ADJ
cpos-328	647	248	sector	sector	NOUN
cpos-328	647	249	services	service	NOUN
cpos-328	647	250	,	,	PUNCT
cpos-328	647	251	past	past	ADP
cpos-328	647	252	5	5	NUM
cpos-328	647	253	years	year	NOUN
cpos-328	647	254	2,902	2,902	NUM
cpos-328	647	255	46.554	46.554	NUM
cpos-328	647	256	81.142	81.142	NUM
cpos-328	647	257	-96.300	-96.300	NUM
cpos-328	647	258	837.500	837.500	NUM
cpos-328	647	259	share	share	NOUN
cpos-328	647	260	of	of	ADP
cpos-328	647	261	highly	highly	ADV
cpos-328	647	262	qualifi	qualifi	ADJ
cpos-328	647	263	ed	ed	NOUN
cpos-328	647	264	workers	worker	NOUN
cpos-328	647	265	3,043	3,043	NUM
cpos-328	647	266	9.284	9.284	NUM
cpos-328	647	267	4.995	4.995	NUM
cpos-328	647	268	1.500	1.500	NUM
cpos-328	647	269	62.100	62.100	NUM
cpos-328	647	270	share	share	NOUN
cpos-328	647	271	of	of	ADP
cpos-328	647	272	employed	employ	VERB
cpos-328	647	273	inhabitants	inhabitant	NOUN
cpos-328	647	274	among	among	ADP
cpos-328	647	275	all	all	DET
cpos-328	647	276	inhabitants	inhabitant	NOUN
cpos-328	647	277	(	(	PUNCT
cpos-328	647	278	18	18	NUM
cpos-328	647	279	to	to	PART
cpos-328	647	280	64	64	NUM
cpos-328	647	281	years	year	NOUN
cpos-328	647	282	)	)	PUNCT
cpos-328	647	283	3,102	3,102	NUM
cpos-328	647	284	55.399	55.399	NUM
cpos-328	647	285	4.410	4.410	NUM
cpos-328	647	286	21.300	21.300	NUM
cpos-328	647	287	70.900	70.900	NUM
cpos-328	647	288	share	share	NOUN
cpos-328	647	289	of	of	ADP
cpos-328	647	290	employed	employ	VERB
cpos-328	647	291	females	female	NOUN
cpos-328	647	292	among	among	ADP
cpos-328	647	293	all	all	DET
cpos-328	647	294	female	female	ADJ
cpos-328	647	295	inhabitants	inhabitant	NOUN
cpos-328	647	296	(	(	PUNCT
cpos-328	647	297	18	18	NUM
cpos-328	647	298	to	to	PART
cpos-328	647	299	64	64	NUM
cpos-328	647	300	years	year	NOUN
cpos-328	647	301	)	)	PUNCT
cpos-328	647	302	3,035	3,035	NUM
cpos-328	647	303	50.631	50.631	NUM
cpos-328	647	304	5.307	5.307	NUM
cpos-328	647	305	21.200	21.200	NUM
cpos-328	647	306	71.600	71.600	NUM
cpos-328	647	307	female	female	ADJ
cpos-328	647	308	employment	employment	NOUN
cpos-328	647	309	rate	rate	NOUN
cpos-328	647	310	as	as	ADP
cpos-328	647	311	a	a	DET
cpos-328	647	312	share	share	NOUN
cpos-328	647	313	of	of	ADP
cpos-328	647	314	the	the	DET
cpos-328	647	315	male	male	ADJ
cpos-328	647	316	employment	employment	NOUN
cpos-328	647	317	rate	rate	NOUN
cpos-328	647	318	3,027	3,027	NUM
cpos-328	647	319	84.553	84.553	NUM
cpos-328	647	320	9.735	9.735	NUM
cpos-328	647	321	56.300	56.300	NUM
cpos-328	647	322	123.100	123.100	NUM
cpos-328	647	323	how	how	SCONJ
cpos-328	647	324	well	well	ADV
cpos-328	647	325	can	can	AUX
cpos-328	647	326	the	the	DET
cpos-328	647	327	migration	migration	NOUN
cpos-328	647	328	component	component	NOUN
cpos-328	647	329	of	of	ADP
cpos-328	647	330	regional	regional	ADJ
cpos-328	647	331	population	population	NOUN
cpos-328	647	332	change	change	NOUN
cpos-328	647	333	be	be	AUX
cpos-328	647	334	predicted	predict	VERB
cpos-328	647	335	?	?	PUNCT
cpos-328	648	1	•	•	NUM
cpos-328	648	2	177	177	NUM
cpos-328	648	3	feature	feature	NOUN
cpos-328	648	4	label	label	NOUN
cpos-328	648	5	valid	valid	ADJ
cpos-328	648	6	n	n	ADP
cpos-328	648	7	mean	mean	ADJ
cpos-328	648	8	std	std	PROPN
cpos-328	648	9	.	.	PROPN
cpos-328	648	10	dev	dev	PROPN
cpos-328	648	11	.	.	PUNCT
cpos-328	648	12	min	min	PROPN
cpos-328	648	13	max	max	PROPN
cpos-328	648	14	share	share	NOUN
cpos-328	648	15	of	of	ADP
cpos-328	648	16	highly	highly	ADV
cpos-328	648	17	qualifi	qualifi	ADJ
cpos-328	648	18	ed	ed	NOUN
cpos-328	648	19	residents	resident	NOUN
cpos-328	648	20	3,114	3,114	NUM
cpos-328	648	21	11.372	11.372	NUM
cpos-328	648	22	4.965	4.965	NUM
cpos-328	648	23	2.800	2.800	NUM
cpos-328	648	24	37.800	37.800	NUM
cpos-328	648	25	gross	gross	ADJ
cpos-328	648	26	tax	tax	NOUN
cpos-328	648	27	revenue	revenue	NOUN
cpos-328	648	28	in	in	ADP
cpos-328	648	29	the	the	DET
cpos-328	648	30	municipality	municipality	NOUN
cpos-328	648	31	2,422	2,422	NUM
cpos-328	648	32	682.145	682.145	NUM
cpos-328	648	33	179.026	179.026	NUM
cpos-328	648	34	226.800	226.800	NUM
cpos-328	648	35	999.900	999.900	NUM
cpos-328	648	36	rate	rate	NOUN
cpos-328	648	37	of	of	ADP
cpos-328	648	38	commuters	commuter	NOUN
cpos-328	648	39	into	into	ADP
cpos-328	648	40	the	the	DET
cpos-328	648	41	municipality	municipality	NOUN
cpos-328	648	42	2,906	2,906	NUM
cpos-328	648	43	65.092	65.092	NUM
cpos-328	648	44	11.431	11.431	NUM
cpos-328	648	45	7.639	7.639	NUM
cpos-328	648	46	95.568	95.568	NUM
cpos-328	648	47	rate	rate	NOUN
cpos-328	648	48	of	of	ADP
cpos-328	648	49	commuters	commuter	NOUN
cpos-328	648	50	out	out	ADP
cpos-328	648	51	of	of	ADP
cpos-328	648	52	the	the	DET
cpos-328	648	53	municipality	municipality	NOUN
cpos-328	648	54	2,915	2,915	NUM
cpos-328	648	55	71.924	71.924	NUM
cpos-328	648	56	15.523	15.523	NUM
cpos-328	648	57	9.301	9.301	NUM
cpos-328	648	58	97.262	97.262	NUM
cpos-328	648	59	youth	youth	NOUN
cpos-328	648	60	unemployment	unemployment	NOUN
cpos-328	648	61	rate	rate	NOUN
cpos-328	648	62	3,115	3,115	NUM
cpos-328	648	63	6.540	6.540	NUM
cpos-328	648	64	3.928	3.928	NUM
cpos-328	648	65	0.800	0.800	NUM
cpos-328	648	66	29.100	29.100	NUM
cpos-328	648	67	child	child	NOUN
cpos-328	648	68	poverty	poverty	NOUN
cpos-328	648	69	rate	rate	NOUN
cpos-328	648	70	2,944	2,944	NUM
cpos-328	648	71	11.495	11.495	NUM
cpos-328	648	72	8.000	8.000	NUM
cpos-328	648	73	1.100	1.100	NUM
cpos-328	648	74	51.300	51.300	NUM
cpos-328	648	75	share	share	NOUN
cpos-328	648	76	of	of	ADP
cpos-328	648	77	sealed	seal	VERB
cpos-328	648	78	/	/	SYM
cpos-328	648	79	urban	urban	ADJ
cpos-328	648	80	land	land	NOUN
cpos-328	648	81	2,828	2,828	NUM
cpos-328	648	82	19.021	19.021	NUM
cpos-328	648	83	11.253	11.253	NUM
cpos-328	648	84	2.507	2.507	NUM
cpos-328	648	85	95.000	95.000	NUM
cpos-328	648	86	long	long	ADJ
cpos-328	648	87	-	-	PUNCT
cpos-328	648	88	term	term	NOUN
cpos-328	648	89	unemployment	unemployment	NOUN
cpos-328	648	90	rate	rate	NOUN
cpos-328	648	91	3,087	3,087	NUM
cpos-328	648	92	2.641	2.641	NUM
cpos-328	648	93	2.352	2.352	NUM
cpos-328	648	94	0.136	0.136	NUM
cpos-328	648	95	40.397	40.397	NUM
cpos-328	648	96	recreational	recreational	ADJ
cpos-328	648	97	space	space	NOUN
cpos-328	648	98	per	per	ADP
cpos-328	648	99	inhabitant	inhabitant	NOUN
cpos-328	648	100	2,816	2,816	NUM
cpos-328	648	101	0.005	0.005	NUM
cpos-328	648	102	0.005	0.005	NUM
cpos-328	648	103	0.001	0.001	NUM
cpos-328	648	104	0.060	0.060	NUM
cpos-328	648	105	employment	employment	NOUN
cpos-328	648	106	rate	rate	NOUN
cpos-328	648	107	of	of	ADP
cpos-328	648	108	foreigners	foreigner	NOUN
cpos-328	648	109	relative	relative	ADJ
cpos-328	648	110	to	to	PART
cpos-328	648	111	total	total	VERB
cpos-328	648	112	1,819	1,819	NUM
cpos-328	648	113	66.369	66.369	NUM
cpos-328	648	114	16.056	16.056	NUM
cpos-328	648	115	7.451	7.451	NUM
cpos-328	648	116	133.461	133.461	NUM
cpos-328	648	117	relative	relative	ADJ
cpos-328	648	118	number	number	NOUN
cpos-328	648	119	of	of	ADP
cpos-328	648	120	fatal	fatal	ADJ
cpos-328	648	121	accidents	accident	NOUN
cpos-328	648	122	in	in	ADP
cpos-328	648	123	transportation	transportation	NOUN
cpos-328	648	124	3,069	3,069	NUM
cpos-328	648	125	4.735	4.735	NUM
cpos-328	648	126	1.854	1.854	NUM
cpos-328	648	127	0.596	0.596	NUM
cpos-328	648	128	21.218	21.218	NUM
cpos-328	648	129	long	long	ADJ
cpos-328	648	130	-	-	PUNCT
cpos-328	648	131	distance	distance	NOUN
cpos-328	648	132	train	train	NOUN
cpos-328	648	133	connection	connection	NOUN
cpos-328	648	134	3,151	3,151	NUM
cpos-328	648	135	0.092	0.092	NUM
cpos-328	648	136	0.290	0.290	NUM
cpos-328	648	137	0.000	0.000	NUM
cpos-328	648	138	1.000	1.000	NUM
cpos-328	648	139	public	public	ADJ
cpos-328	648	140	transport	transport	NOUN
cpos-328	648	141	connection	connection	NOUN
cpos-328	648	142	3,151	3,151	NUM
cpos-328	648	143	0.583	0.583	NUM
cpos-328	648	144	0.493	0.493	NUM
cpos-328	648	145	0.000	0.000	NUM
cpos-328	648	146	1.000	1.000	NUM
cpos-328	648	147	distance	distance	NOUN
cpos-328	648	148	to	to	ADP
cpos-328	648	149	long	long	ADJ
cpos-328	648	150	-	-	PUNCT
cpos-328	648	151	distance	distance	NOUN
cpos-328	648	152	train	train	NOUN
cpos-328	648	153	connection	connection	NOUN
cpos-328	648	154	3,147	3,147	NUM
cpos-328	648	155	16.937	16.937	NUM
cpos-328	648	156	12.790	12.790	NUM
cpos-328	648	157	0.000	0.000	NUM
cpos-328	648	158	83.882	83.882	NUM
cpos-328	648	159	distance	distance	NOUN
cpos-328	648	160	to	to	ADP
cpos-328	648	161	city	city	NOUN
cpos-328	648	162	>	>	PUNCT
cpos-328	648	163	100,000	100,000	NUM
cpos-328	648	164	inhabitants	inhabitant	NOUN
cpos-328	648	165	3,147	3,147	NUM
cpos-328	648	166	35.388	35.388	NUM
cpos-328	648	167	23.994	23.994	NUM
cpos-328	648	168	0.000	0.000	NUM
cpos-328	648	169	173.557	173.557	NUM
cpos-328	648	170	distance	distance	NOUN
cpos-328	648	171	to	to	ADP
cpos-328	648	172	city	city	NOUN
cpos-328	648	173	>	>	PUNCT
cpos-328	648	174	50,000	50,000	NUM
cpos-328	648	175	inhabitants	inhabitant	NOUN
cpos-328	648	176	3,147	3,147	NUM
cpos-328	648	177	22.633	22.633	NUM
cpos-328	648	178	16.118	16.118	NUM
cpos-328	648	179	0.000	0.000	NUM
cpos-328	648	180	151.670	151.670	NUM
cpos-328	648	181	distance	distance	NOUN
cpos-328	648	182	to	to	ADP
cpos-328	648	183	city	city	NOUN
cpos-328	648	184	>	>	PUNCT
cpos-328	648	185	500,000	500,000	NUM
cpos-328	648	186	inhabitants	inhabitant	NOUN
cpos-328	648	187	3,147	3,147	NUM
cpos-328	648	188	81.283	81.283	NUM
cpos-328	648	189	50.247	50.247	NUM
cpos-328	648	190	0.000	0.000	NUM
cpos-328	648	191	352.297	352.297	NUM
cpos-328	648	192	number	number	NOUN
cpos-328	648	193	of	of	ADP
cpos-328	648	194	university	university	NOUN
cpos-328	648	195	students	student	NOUN
cpos-328	648	196	3,151	3,151	NUM
cpos-328	648	197	1,023	1,023	NUM
cpos-328	648	198	7,481	7,481	NUM
cpos-328	648	199	0.000	0.000	NUM
cpos-328	648	200	185,161	185,161	NUM
cpos-328	648	201	university	university	NOUN
cpos-328	648	202	city	city	NOUN
cpos-328	648	203	(	(	PUNCT
cpos-328	648	204	yes	yes	INTJ
cpos-328	648	205	/	/	SYM
cpos-328	648	206	no	no	NOUN
cpos-328	648	207	)	)	PUNCT
cpos-328	648	208	3,151	3,151	NUM
cpos-328	648	209	0.052	0.052	NUM
cpos-328	648	210	0.222	0.222	NUM
cpos-328	648	211	0.000	0.000	NUM
cpos-328	648	212	1.000	1.000	NUM
cpos-328	648	213	distance	distance	NOUN
cpos-328	648	214	to	to	AUX
cpos-328	648	215	nearest	near	ADJ
cpos-328	648	216	university	university	NOUN
cpos-328	648	217	3,147	3,147	NUM
cpos-328	648	218	20.743	20.743	NUM
cpos-328	648	219	13.248	13.248	NUM
cpos-328	648	220	0.000	0.000	NUM
cpos-328	648	221	106.145	106.145	NUM
cpos-328	648	222	number	number	NOUN
cpos-328	648	223	of	of	ADP
cpos-328	648	224	students	student	NOUN
cpos-328	648	225	in	in	ADP
cpos-328	648	226	20	20	NUM
cpos-328	648	227	km	km	NOUN
cpos-328	648	228	radius	radius	NOUN
cpos-328	648	229	3,147	3,147	NUM
cpos-328	648	230	13,600	13,600	NUM
cpos-328	648	231	26,780	26,780	NUM
cpos-328	648	232	0.000	0.000	NUM
cpos-328	648	233	210,249	210,249	NUM
cpos-328	648	234	migration	migration	NOUN
cpos-328	648	235	rate	rate	NOUN
cpos-328	648	236	,	,	PUNCT
cpos-328	648	237	18	18	NUM
cpos-328	648	238	to	to	PART
cpos-328	648	239	24	24	NUM
cpos-328	648	240	years	year	NOUN
cpos-328	648	241	(	(	PUNCT
cpos-328	648	242	2011	2011	NUM
cpos-328	648	243	-	-	SYM
cpos-328	648	244	2015	2015	NUM
cpos-328	648	245	average	average	NOUN
cpos-328	648	246	)	)	PUNCT
cpos-328	648	247	3,122	3,122	NUM
cpos-328	648	248	-8.169	-8.169	NUM
cpos-328	648	249	38.149	38.149	NUM
cpos-328	648	250	-128.767	-128.767	PROPN
cpos-328	648	251	316.429	316.429	NUM
cpos-328	648	252	migration	migration	NOUN
cpos-328	648	253	rate	rate	NOUN
cpos-328	648	254	,	,	PUNCT
cpos-328	648	255	families	family	NOUN
cpos-328	648	256	(	(	PUNCT
cpos-328	648	257	2011	2011	NUM
cpos-328	648	258	-	-	SYM
cpos-328	648	259	2015	2015	NUM
cpos-328	648	260	average	average	NOUN
cpos-328	648	261	)	)	PUNCT
cpos-328	648	262	3,132	3,132	NUM
cpos-328	648	263	12.637	12.637	NUM
cpos-328	648	264	9.781	9.781	NUM
cpos-328	648	265	-24.896	-24.896	SYM
cpos-328	648	266	184.017	184.017	NUM
cpos-328	648	267	migration	migration	NOUN
cpos-328	648	268	rate	rate	NOUN
cpos-328	648	269	,	,	PUNCT
cpos-328	648	270	18	18	NUM
cpos-328	648	271	to	to	PART
cpos-328	648	272	24	24	NUM
cpos-328	648	273	years	year	NOUN
cpos-328	648	274	(	(	PUNCT
cpos-328	648	275	2005	2005	NUM
cpos-328	648	276	-	-	SYM
cpos-328	648	277	2009	2009	NUM
cpos-328	648	278	average	average	NOUN
cpos-328	648	279	)	)	PUNCT
cpos-328	648	280	3,085	3,085	NUM
cpos-328	648	281	-21.850	-21.850	NOUN
cpos-328	648	282	29.031	29.031	NUM
cpos-328	648	283	-130.500	-130.500	NUM
cpos-328	648	284	181.600	181.600	NUM
cpos-328	648	285	migration	migration	NOUN
cpos-328	648	286	rate	rate	NOUN
cpos-328	648	287	,	,	PUNCT
cpos-328	648	288	families	family	NOUN
cpos-328	648	289	(	(	PUNCT
cpos-328	648	290	2005	2005	NUM
cpos-328	648	291	-	-	SYM
cpos-328	648	292	2009	2009	NUM
cpos-328	648	293	average	average	NOUN
cpos-328	648	294	)	)	PUNCT
cpos-328	648	295	3,082	3,082	NUM
cpos-328	648	296	1.004	1.004	NUM
cpos-328	648	297	6.873	6.873	NUM
cpos-328	648	298	-21.200	-21.200	NUM
cpos-328	648	299	46.500	46.500	NUM
cpos-328	648	300	change	change	NOUN
cpos-328	648	301	in	in	ADP
cpos-328	648	302	share	share	NOUN
cpos-328	648	303	of	of	ADP
cpos-328	648	304	foreigners	foreigner	NOUN
cpos-328	648	305	,	,	PUNCT
cpos-328	648	306	2	2	NUM
cpos-328	648	307	years	year	NOUN
cpos-328	648	308	2,367	2,367	NUM
cpos-328	648	309	0.474	0.474	NUM
cpos-328	648	310	0.768	0.768	NUM
cpos-328	648	311	-1.465	-1.465	PUNCT
cpos-328	648	312	1.891	1.891	NUM
cpos-328	648	313	tab	tab	NOUN
cpos-328	648	314	.	.	PUNCT
cpos-328	649	1	a1	a1	NOUN
cpos-328	649	2	:	:	PUNCT
cpos-328	649	3	continuation	continuation	NOUN
cpos-328	649	4	source	source	NOUN
cpos-328	649	5	:	:	PUNCT
cpos-328	649	6	own	own	ADJ
cpos-328	649	7	calculations	calculation	NOUN
cpos-328	649	8	published	publish	VERB
cpos-328	649	9	by	by	ADP
cpos-328	649	10	prof	prof	PROPN
cpos-328	649	11	.	.	PUNCT
cpos-328	650	1	dr	dr	PROPN
cpos-328	650	2	.	.	PROPN
cpos-328	650	3	norbert	norbert	PROPN
cpos-328	650	4	f.	f.	PROPN
cpos-328	650	5	schneider	schneider	PROPN
cpos-328	650	6	federal	federal	PROPN
cpos-328	650	7	institute	institute	PROPN
cpos-328	650	8	for	for	ADP
cpos-328	650	9	population	population	NOUN
cpos-328	650	10	research	research	NOUN
cpos-328	650	11	d-65180	d-65180	PROPN
cpos-328	650	12	wiesbaden	wiesbaden	PROPN
cpos-328	650	13	/	/	SYM
cpos-328	650	14	germany	germany	PROPN
cpos-328	650	15	2020	2020	NUM
cpos-328	650	16	managing	manage	VERB
cpos-328	650	17	editor	editor	NOUN
cpos-328	650	18	prof	prof	NOUN
cpos-328	650	19	.	.	PUNCT
cpos-328	651	1	dr	dr	PROPN
cpos-328	651	2	.	.	PROPN
cpos-328	651	3	johannes	johannes	PROPN
cpos-328	651	4	huinink	huinink	PROPN
cpos-328	651	5	dr	dr	PROPN
cpos-328	651	6	.	.	PROPN
cpos-328	651	7	katrin	katrin	PROPN
cpos-328	651	8	schiefer	schiefer	PROPN
cpos-328	651	9	editorial	editorial	ADJ
cpos-328	651	10	assistant	assistant	NOUN
cpos-328	651	11	beatriz	beatriz	PROPN
cpos-328	651	12	feiler	feiler	NOUN
cpos-328	651	13	-	-	PUNCT
cpos-328	651	14	fuchs	fuchs	NOUN
cpos-328	651	15	wiebke	wiebke	PROPN
cpos-328	651	16	hamann	hamann	PROPN
cpos-328	651	17	layout	layout	PROPN
cpos-328	651	18	beatriz	beatriz	PROPN
cpos-328	651	19	feiler	feiler	NOUN
cpos-328	651	20	-	-	PUNCT
cpos-328	651	21	fuchs	fuchs	ADJ
cpos-328	651	22	e	e	NOUN
cpos-328	651	23	-	-	NOUN
cpos-328	651	24	mail	mail	NOUN
cpos-328	651	25	:	:	PUNCT
cpos-328	651	26	cpos@bib.bund.de	cpos@bib.bund.de	PROPN
cpos-328	651	27	scientifi	scientifi	PROPN
cpos-328	651	28	c	c	PROPN
cpos-328	651	29	advisory	advisory	PROPN
cpos-328	651	30	board	board	PROPN
cpos-328	651	31	karsten	karsten	PROPN
cpos-328	651	32	hank	hank	PROPN
cpos-328	651	33	(	(	PUNCT
cpos-328	651	34	cologne	cologne	PROPN
cpos-328	651	35	)	)	PUNCT
cpos-328	651	36	michaela	michaela	PROPN
cpos-328	651	37	kreyenfeld	kreyenfeld	PROPN
cpos-328	651	38	(	(	PUNCT
cpos-328	651	39	berlin	berlin	PROPN
cpos-328	651	40	)	)	PUNCT
cpos-328	651	41	marc	marc	PROPN
cpos-328	651	42	luy	luy	PROPN
cpos-328	651	43	(	(	PUNCT
cpos-328	651	44	vienna	vienna	PROPN
cpos-328	651	45	)	)	PUNCT
cpos-328	651	46	natalie	natalie	PROPN
cpos-328	651	47	nitsche	nitsche	PROPN
cpos-328	651	48	(	(	PUNCT
cpos-328	651	49	rostock	rostock	PROPN
cpos-328	651	50	)	)	PUNCT
cpos-328	651	51	zsolt	zsolt	PROPN
cpos-328	651	52	spéder	spéder	PROPN
cpos-328	651	53	(	(	PUNCT
cpos-328	651	54	budapest	budapest	ADJ
cpos-328	651	55	)	)	PUNCT
cpos-328	651	56	rainer	rainer	NOUN
cpos-328	651	57	wehrhahn	wehrhahn	NOUN
cpos-328	651	58	(	(	PUNCT
cpos-328	651	59	kiel	kiel	PROPN
cpos-328	651	60	)	)	PUNCT
cpos-328	651	61	comparative	comparative	ADJ
cpos-328	651	62	population	population	NOUN
cpos-328	651	63	studies	study	NOUN
cpos-328	651	64	www.comparativepopulationstudies.de	www.comparativepopulationstudies.de	PROPN
cpos-328	651	65	issn	issn	PROPN
cpos-328	651	66	:	:	PUNCT
cpos-328	651	67	1869	1869	NUM
cpos-328	651	68	-	-	SYM
cpos-328	651	69	8980	8980	NUM
cpos-328	651	70	(	(	PUNCT
cpos-328	651	71	print	print	NOUN
cpos-328	651	72	)	)	PUNCT
cpos-328	651	73	–	–	PUNCT
cpos-328	651	74	1869	1869	NUM
cpos-328	651	75	-	-	SYM
cpos-328	651	76	8999	8999	NUM
cpos-328	651	77	(	(	PUNCT
cpos-328	651	78	internet	internet	NOUN
cpos-328	651	79	)	)	PUNCT
cpos-328	651	80	board	board	NOUN
cpos-328	651	81	of	of	ADP
cpos-328	651	82	reviewers	reviewer	NOUN
cpos-328	651	83	bruno	bruno	PROPN
cpos-328	651	84	arpino	arpino	PROPN
cpos-328	651	85	(	(	PUNCT
cpos-328	651	86	barcelona	barcelona	PROPN
cpos-328	651	87	)	)	PUNCT
cpos-328	651	88	kieron	kieron	PROPN
cpos-328	651	89	barclay	barclay	PROPN
cpos-328	651	90	(	(	PUNCT
cpos-328	651	91	rostock	rostock	PROPN
cpos-328	651	92	)	)	PUNCT
cpos-328	651	93	laura	laura	PROPN
cpos-328	651	94	bernardi	bernardi	PROPN
cpos-328	651	95	(	(	PUNCT
cpos-328	651	96	lausanne	lausanne	PROPN
cpos-328	651	97	)	)	PUNCT
cpos-328	651	98	gabriele	gabriele	PROPN
cpos-328	651	99	doblhammer	doblhammer	PROPN
cpos-328	651	100	(	(	PUNCT
cpos-328	651	101	rostock	rostock	PROPN
cpos-328	651	102	)	)	PUNCT
cpos-328	651	103	anette	anette	PROPN
cpos-328	651	104	eva	eva	PROPN
cpos-328	651	105	fasang	fasang	PROPN
cpos-328	651	106	(	(	PUNCT
cpos-328	651	107	berlin	berlin	PROPN
cpos-328	651	108	)	)	PUNCT
cpos-328	651	109	michael	michael	PROPN
cpos-328	651	110	feldhaus	feldhaus	PROPN
cpos-328	651	111	(	(	PUNCT
cpos-328	651	112	oldenburg	oldenburg	PROPN
cpos-328	651	113	)	)	PUNCT
cpos-328	651	114	tomas	tomas	PROPN
cpos-328	651	115	frejka	frejka	PROPN
cpos-328	651	116	(	(	PUNCT
cpos-328	651	117	sanibel	sanibel	NOUN
cpos-328	651	118	)	)	PUNCT
cpos-328	651	119	alexia	alexia	PROPN
cpos-328	651	120	fürnkranz	fürnkranz	PROPN
cpos-328	651	121	-	-	PUNCT
cpos-328	651	122	prskawetz	prskawetz	NOUN
cpos-328	651	123	(	(	PUNCT
cpos-328	651	124	vienna	vienna	PROPN
cpos-328	651	125	)	)	PUNCT
cpos-328	651	126	birgit	birgit	PROPN
cpos-328	651	127	glorius	glorius	PROPN
cpos-328	651	128	(	(	PUNCT
cpos-328	651	129	chemnitz	chemnitz	NOUN
cpos-328	651	130	)	)	PUNCT
cpos-328	651	131	fanny	fanny	NOUN
cpos-328	651	132	janssen	janssen	PROPN
cpos-328	651	133	(	(	PUNCT
cpos-328	651	134	groningen	groningen	PROPN
cpos-328	651	135	)	)	PUNCT
cpos-328	651	136	frank	frank	PROPN
cpos-328	651	137	kalter	kalter	PROPN
cpos-328	651	138	(	(	PUNCT
cpos-328	651	139	mannheim	mannheim	NOUN
cpos-328	651	140	)	)	PUNCT
cpos-328	651	141	stefanie	stefanie	PROPN
cpos-328	651	142	kley	kley	PROPN
cpos-328	651	143	(	(	PUNCT
cpos-328	651	144	hamburg	hamburg	PROPN
cpos-328	651	145	)	)	PUNCT
cpos-328	651	146	bernhard	bernhard	PROPN
cpos-328	651	147	köppen	köppen	PROPN
cpos-328	651	148	(	(	PUNCT
cpos-328	651	149	koblenz	koblenz	PROPN
cpos-328	651	150	)	)	PUNCT
cpos-328	651	151	anne	anne	PROPN
cpos-328	651	152	-	-	PUNCT
cpos-328	651	153	kristin	kristin	PROPN
cpos-328	651	154	kuhnt	kuhnt	PROPN
cpos-328	651	155	(	(	PUNCT
cpos-328	651	156	duisburg	duisburg	PROPN
cpos-328	651	157	)	)	PUNCT
cpos-328	651	158	hill	hill	NOUN
cpos-328	651	159	kulu	kulu	PROPN
cpos-328	651	160	(	(	PUNCT
cpos-328	651	161	st	st	PROPN
cpos-328	651	162	andrews	andrews	PROPN
cpos-328	651	163	)	)	PUNCT
cpos-328	651	164	nadja	nadja	PROPN
cpos-328	651	165	milewski	milewski	PROPN
cpos-328	651	166	(	(	PUNCT
cpos-328	651	167	rostock	rostock	PROPN
cpos-328	651	168	)	)	PUNCT
cpos-328	651	169	roland	roland	PROPN
cpos-328	651	170	rau	rau	PROPN
cpos-328	651	171	(	(	PUNCT
cpos-328	651	172	rostock	rostock	PROPN
cpos-328	651	173	)	)	PUNCT
cpos-328	651	174	thorsten	thorsten	PROPN
cpos-328	651	175	schneider	schneider	PROPN
cpos-328	651	176	(	(	PUNCT
cpos-328	651	177	leipzig	leipzig	PROPN
cpos-328	651	178	)	)	PUNCT
cpos-328	651	179	tomas	tomas	PROPN
cpos-328	651	180	sobotka	sobotka	ADJ
cpos-328	651	181	(	(	PUNCT
cpos-328	651	182	vienna	vienna	PROPN
cpos-328	651	183	)	)	PUNCT
cpos-328	652	1	jeroen	jeroen	PROPN
cpos-328	652	2	j.	j.	PROPN
cpos-328	652	3	a.	a.	PROPN
cpos-328	652	4	spijker	spijker	PROPN
cpos-328	652	5	(	(	PUNCT
cpos-328	652	6	barcelona	barcelona	PROPN
cpos-328	652	7	)	)	PUNCT
cpos-328	652	8	heike	heike	PROPN
cpos-328	652	9	trappe	trappe	PROPN
cpos-328	652	10	(	(	PUNCT
cpos-328	652	11	rostock	rostock	PROPN
cpos-328	652	12	)	)	PUNCT
cpos-328	652	13	helga	helga	PROPN
cpos-328	652	14	de	de	PROPN
cpos-328	652	15	valk	valk	PROPN
cpos-328	652	16	(	(	PUNCT
cpos-328	652	17	the	the	DET
cpos-328	652	18	hague	hague	PROPN
cpos-328	652	19	)	)	PUNCT
cpos-328	652	20	sergi	sergi	PROPN
cpos-328	652	21	vidal	vidal	PROPN
cpos-328	652	22	(	(	PUNCT
cpos-328	652	23	barcelona	barcelona	PROPN
cpos-328	652	24	)	)	PUNCT
cpos-328	652	25	michael	michael	PROPN
cpos-328	652	26	wagner	wagner	PROPN
cpos-328	652	27	(	(	PUNCT
cpos-328	652	28	cologne	cologne	NOUN
cpos-328	652	29	)	)	PUNCT