id	sid	tid	token	lemma	pos
aps-51	1	1	australian	australian	ADJ
aps-51	1	2	population	population	NOUN
aps-51	1	3	studies	study	NOUN
aps-51	1	4	2019	2019	NUM
aps-51	1	5	|	|	ADV
aps-51	1	6	volume	volume	NOUN
aps-51	1	7	3	3	NUM
aps-51	1	8	|	|	NOUN
aps-51	1	9	issue	issue	VERB
aps-51	1	10	2	2	NUM
aps-51	1	11	|	|	NOUN
aps-51	1	12	pages	page	NOUN
aps-51	1	13	29	29	NUM
aps-51	1	14	-	-	SYM
aps-51	1	15	33	33	NUM
aps-51	1	16	©	©	PROPN
aps-51	1	17	lock	lock	NOUN
aps-51	1	18	and	and	CCONJ
aps-51	1	19	pettit	pettit	PROPN
aps-51	1	20	2019	2019	NUM
aps-51	1	21	.	.	PUNCT
aps-51	2	1	published	publish	VERB
aps-51	2	2	under	under	ADP
aps-51	2	3	the	the	DET
aps-51	2	4	creative	creative	ADJ
aps-51	2	5	commons	common	NOUN
aps-51	2	6	attribution	attribution	NOUN
aps-51	2	7	-	-	PUNCT
aps-51	2	8	noncommercial	noncommercial	ADJ
aps-51	2	9	licence	licence	NOUN
aps-51	2	10	3.0	3.0	NUM
aps-51	2	11	australia	australia	NOUN
aps-51	2	12	(	(	PUNCT
aps-51	2	13	cc	cc	NOUN
aps-51	2	14	by	by	ADP
aps-51	2	15	-	-	PUNCT
aps-51	2	16	nc	nc	PROPN
aps-51	2	17	3.0	3.0	NUM
aps-51	2	18	au	au	NOUN
aps-51	2	19	)	)	PUNCT
aps-51	2	20	.	.	PUNCT
aps-51	3	1	journal	journal	PROPN
aps-51	3	2	website	website	NOUN
aps-51	3	3	:	:	PUNCT
aps-51	3	4	www.australianpopulationstudies.org	www.australianpopulationstudies.org	X
aps-51	3	5	visualising	visualise	VERB
aps-51	3	6	population	population	NOUN
aps-51	3	7	distribution	distribution	NOUN
aps-51	3	8	in	in	ADP
aps-51	3	9	australia	australia	PROPN
aps-51	3	10	over	over	ADP
aps-51	3	11	time	time	NOUN
aps-51	3	12	using	use	VERB
aps-51	3	13	rapid	rapid	ADJ
aps-51	3	14	3d	3d	PROPN
aps-51	3	15	web	web	NOUN
aps-51	3	16	graphics	graphic	NOUN
aps-51	3	17	libraries	libraries	PROPN
aps-51	3	18	oliver	oliver	PROPN
aps-51	3	19	lock	lock	PROPN
aps-51	3	20	*	*	PROPN
aps-51	3	21	university	university	PROPN
aps-51	3	22	of	of	ADP
aps-51	3	23	new	new	ADJ
aps-51	3	24	south	south	PROPN
aps-51	3	25	wales	wales	PROPN
aps-51	3	26	chris	chris	PROPN
aps-51	3	27	pettit	pettit	PROPN
aps-51	3	28	university	university	PROPN
aps-51	3	29	of	of	ADP
aps-51	3	30	new	new	PROPN
aps-51	3	31	south	south	PROPN
aps-51	3	32	wales	wales	PROPN
aps-51	3	33	*	*	PUNCT
aps-51	3	34	corresponding	correspond	VERB
aps-51	3	35	author	author	NOUN
aps-51	3	36	.	.	PUNCT
aps-51	4	1	email	email	NOUN
aps-51	4	2	:	:	PUNCT
aps-51	4	3	o.lock@unsw.edu.au	o.lock@unsw.edu.au	PROPN
aps-51	4	4	.	.	PUNCT
aps-51	4	5	address	address	PROPN
aps-51	4	6	:	:	PUNCT
aps-51	4	7	city	city	NOUN
aps-51	4	8	analytics	analytic	NOUN
aps-51	4	9	lab	lab	NOUN
aps-51	4	10	,	,	PUNCT
aps-51	4	11	faculty	faculty	NOUN
aps-51	4	12	of	of	ADP
aps-51	4	13	built	build	VERB
aps-51	4	14	environment	environment	NOUN
aps-51	4	15	.	.	PUNCT
aps-51	5	1	red	red	PROPN
aps-51	5	2	centre	centre	PROPN
aps-51	5	3	west	west	PROPN
aps-51	5	4	wing	wing	NOUN
aps-51	5	5	,	,	PUNCT
aps-51	5	6	university	university	NOUN
aps-51	5	7	of	of	ADP
aps-51	5	8	new	new	ADJ
aps-51	5	9	south	south	PROPN
aps-51	5	10	wales	wales	PROPN
aps-51	5	11	.	.	PUNCT
aps-51	6	1	kensington	kensington	PROPN
aps-51	6	2	,	,	PUNCT
aps-51	6	3	nsw	nsw	PROPN
aps-51	6	4	2033	2033	NUM
aps-51	6	5	.	.	PUNCT
aps-51	7	1	australia	australia	PROPN
aps-51	7	2	.	.	PUNCT
aps-51	8	1	paper	paper	PROPN
aps-51	8	2	received	receive	VERB
aps-51	8	3	1	1	NUM
aps-51	8	4	may	may	PROPN
aps-51	8	5	2019	2019	NUM
aps-51	8	6	;	;	PUNCT
aps-51	8	7	accepted	accept	VERB
aps-51	8	8	29	29	NUM
aps-51	8	9	may	may	PROPN
aps-51	8	10	2019	2019	NUM
aps-51	8	11	;	;	PUNCT
aps-51	8	12	published	publish	VERB
aps-51	8	13	18	18	NUM
aps-51	8	14	november	november	PROPN
aps-51	8	15	2019	2019	NUM
aps-51	8	16	this	this	DET
aps-51	8	17	paper	paper	NOUN
aps-51	8	18	presents	present	VERB
aps-51	8	19	an	an	DET
aps-51	8	20	interactive	interactive	ADJ
aps-51	8	21	3d	3d	NUM
aps-51	8	22	visualisation	visualisation	NOUN
aps-51	8	23	tool	tool	NOUN
aps-51	8	24	and	and	CCONJ
aps-51	8	25	workflow	workflow	NOUN
aps-51	8	26	for	for	ADP
aps-51	8	27	exploring	explore	VERB
aps-51	8	28	current	current	ADJ
aps-51	8	29	and	and	CCONJ
aps-51	8	30	past	past	ADJ
aps-51	8	31	population	population	NOUN
aps-51	8	32	data	datum	NOUN
aps-51	8	33	in	in	ADP
aps-51	8	34	australia	australia	PROPN
aps-51	8	35	.	.	PUNCT
aps-51	9	1	the	the	DET
aps-51	9	2	visualisation	visualisation	NOUN
aps-51	9	3	of	of	ADP
aps-51	9	4	small	small	ADJ
aps-51	9	5	-	-	PUNCT
aps-51	9	6	area	area	NOUN
aps-51	9	7	population	population	NOUN
aps-51	9	8	data	datum	NOUN
aps-51	9	9	enables	enable	VERB
aps-51	9	10	the	the	DET
aps-51	9	11	exploration	exploration	NOUN
aps-51	9	12	of	of	ADP
aps-51	9	13	population	population	NOUN
aps-51	9	14	dynamics	dynamic	NOUN
aps-51	9	15	,	,	PUNCT
aps-51	9	16	such	such	ADJ
aps-51	9	17	as	as	ADP
aps-51	9	18	scale	scale	NOUN
aps-51	9	19	,	,	PUNCT
aps-51	9	20	density	density	NOUN
aps-51	9	21	,	,	PUNCT
aps-51	9	22	movement	movement	NOUN
aps-51	9	23	,	,	PUNCT
aps-51	9	24	age	age	NOUN
aps-51	9	25	and	and	CCONJ
aps-51	9	26	sociodemographic	sociodemographic	ADJ
aps-51	9	27	information	information	NOUN
aps-51	9	28	.	.	PUNCT
aps-51	10	1	such	such	ADJ
aps-51	10	2	information	information	NOUN
aps-51	10	3	is	be	AUX
aps-51	10	4	becoming	become	VERB
aps-51	10	5	increasingly	increasingly	ADV
aps-51	10	6	accessible	accessible	ADJ
aps-51	10	7	with	with	ADP
aps-51	10	8	the	the	DET
aps-51	10	9	advent	advent	NOUN
aps-51	10	10	of	of	ADP
aps-51	10	11	open	open	ADJ
aps-51	10	12	government	government	NOUN
aps-51	10	13	data	datum	NOUN
aps-51	10	14	(	(	PUNCT
aps-51	10	15	jetzek	jetzek	NOUN
aps-51	10	16	et	et	PROPN
aps-51	10	17	al	al	PROPN
aps-51	10	18	.	.	PROPN
aps-51	10	19	2013	2013	NUM
aps-51	10	20	)	)	PUNCT
aps-51	10	21	,	,	PUNCT
aps-51	10	22	sensor	sensor	NOUN
aps-51	10	23	data	datum	NOUN
aps-51	10	24	(	(	PUNCT
aps-51	10	25	sagl	sagl	PROPN
aps-51	10	26	et	et	PROPN
aps-51	10	27	al	al	PROPN
aps-51	10	28	.	.	PROPN
aps-51	10	29	2012	2012	NUM
aps-51	10	30	)	)	PUNCT
aps-51	10	31	,	,	PUNCT
aps-51	10	32	and	and	CCONJ
aps-51	10	33	more	more	ADV
aps-51	10	34	sophisticated	sophisticated	ADJ
aps-51	10	35	computational	computational	ADJ
aps-51	10	36	and	and	CCONJ
aps-51	10	37	visualisation	visualisation	NOUN
aps-51	10	38	tools	tool	NOUN
aps-51	10	39	(	(	PUNCT
aps-51	10	40	kashnitsky	kashnitsky	NOUN
aps-51	10	41	and	and	CCONJ
aps-51	10	42	schöley	schöley	PROPN
aps-51	10	43	2018	2018	NUM
aps-51	10	44	;	;	PUNCT
aps-51	10	45	o’brien	o’brien	PROPN
aps-51	10	46	and	and	CCONJ
aps-51	10	47	cheshire	cheshire	PROPN
aps-51	10	48	2016	2016	NUM
aps-51	10	49	;	;	PUNCT
aps-51	10	50	pettit	pettit	PROPN
aps-51	10	51	et	et	PROPN
aps-51	10	52	al	al	PROPN
aps-51	10	53	.	.	PROPN
aps-51	10	54	2012	2012	NUM
aps-51	10	55	;	;	PUNCT
aps-51	10	56	pettit	pettit	PROPN
aps-51	10	57	et	et	PROPN
aps-51	10	58	al	al	PROPN
aps-51	10	59	.	.	PROPN
aps-51	10	60	2017	2017	NUM
aps-51	10	61	)	)	PUNCT
aps-51	10	62	.	.	PUNCT
aps-51	11	1	such	such	ADJ
aps-51	11	2	tools	tool	NOUN
aps-51	11	3	enable	enable	VERB
aps-51	11	4	planners	planner	NOUN
aps-51	11	5	,	,	PUNCT
aps-51	11	6	geographers	geographer	NOUN
aps-51	11	7	,	,	PUNCT
aps-51	11	8	demographers	demographer	NOUN
aps-51	11	9	to	to	PART
aps-51	11	10	understand	understand	VERB
aps-51	11	11	the	the	DET
aps-51	11	12	current	current	ADJ
aps-51	11	13	structure	structure	NOUN
aps-51	11	14	of	of	ADP
aps-51	11	15	cities	city	NOUN
aps-51	11	16	and	and	CCONJ
aps-51	11	17	how	how	SCONJ
aps-51	11	18	they	they	PRON
aps-51	11	19	are	be	AUX
aps-51	11	20	changing	change	VERB
aps-51	11	21	over	over	ADP
aps-51	11	22	time	time	NOUN
aps-51	11	23	.	.	PUNCT
aps-51	12	1	there	there	PRON
aps-51	12	2	are	be	VERB
aps-51	12	3	a	a	DET
aps-51	12	4	number	number	NOUN
aps-51	12	5	of	of	ADP
aps-51	12	6	challenges	challenge	NOUN
aps-51	12	7	in	in	ADP
aps-51	12	8	representing	represent	VERB
aps-51	12	9	small	small	ADJ
aps-51	12	10	-	-	PUNCT
aps-51	12	11	area	area	NOUN
aps-51	12	12	population	population	NOUN
aps-51	12	13	geographies	geography	NOUN
aps-51	12	14	in	in	ADP
aps-51	12	15	a	a	DET
aps-51	12	16	userfriendly	userfriendly	ADJ
aps-51	12	17	way	way	NOUN
aps-51	12	18	at	at	ADP
aps-51	12	19	a	a	DET
aps-51	12	20	large	large	ADJ
aps-51	12	21	national	national	ADJ
aps-51	12	22	(	(	PUNCT
aps-51	12	23	or	or	CCONJ
aps-51	12	24	,	,	PUNCT
aps-51	12	25	indeed	indeed	ADV
aps-51	12	26	,	,	PUNCT
aps-51	12	27	international	international	ADJ
aps-51	12	28	)	)	PUNCT
aps-51	12	29	scale	scale	NOUN
aps-51	12	30	.	.	PUNCT
aps-51	13	1	these	these	DET
aps-51	13	2	geographies	geography	NOUN
aps-51	13	3	consist	consist	VERB
aps-51	13	4	of	of	ADP
aps-51	13	5	statistical	statistical	ADJ
aps-51	13	6	boundaries	boundary	NOUN
aps-51	13	7	which	which	PRON
aps-51	13	8	can	can	AUX
aps-51	13	9	vary	vary	VERB
aps-51	13	10	significantly	significantly	ADV
aps-51	13	11	in	in	ADP
aps-51	13	12	area	area	NOUN
aps-51	13	13	.	.	PUNCT
aps-51	14	1	the	the	DET
aps-51	14	2	rendering	rendering	NOUN
aps-51	14	3	of	of	ADP
aps-51	14	4	density	density	NOUN
aps-51	14	5	and	and	CCONJ
aps-51	14	6	colour	colour	NOUN
aps-51	14	7	breaks	break	NOUN
aps-51	14	8	can	can	AUX
aps-51	14	9	further	far	ADV
aps-51	14	10	be	be	AUX
aps-51	14	11	difficult	difficult	ADJ
aps-51	14	12	,	,	PUNCT
aps-51	14	13	and	and	CCONJ
aps-51	14	14	often	often	ADV
aps-51	14	15	can	can	AUX
aps-51	14	16	skew	skew	VERB
aps-51	14	17	the	the	DET
aps-51	14	18	visibility	visibility	NOUN
aps-51	14	19	of	of	ADP
aps-51	14	20	interconnecting	interconnect	VERB
aps-51	14	21	regional	regional	ADJ
aps-51	14	22	cities	city	NOUN
aps-51	14	23	and	and	CCONJ
aps-51	14	24	centres	centre	NOUN
aps-51	14	25	.	.	PUNCT
aps-51	15	1	due	due	ADP
aps-51	15	2	to	to	ADP
aps-51	15	3	the	the	DET
aps-51	15	4	complexity	complexity	NOUN
aps-51	15	5	of	of	ADP
aps-51	15	6	boundary	boundary	ADJ
aps-51	15	7	geometries	geometry	NOUN
aps-51	15	8	,	,	PUNCT
aps-51	15	9	it	it	PRON
aps-51	15	10	can	can	AUX
aps-51	15	11	be	be	AUX
aps-51	15	12	computationally	computationally	ADV
aps-51	15	13	slow	slow	ADJ
aps-51	15	14	to	to	PART
aps-51	15	15	show	show	VERB
aps-51	15	16	national	national	ADJ
aps-51	15	17	datasets	dataset	NOUN
aps-51	15	18	in	in	ADP
aps-51	15	19	standard	standard	ADJ
aps-51	15	20	gis	gis	PROPN
aps-51	15	21	applications	application	NOUN
aps-51	15	22	,	,	PUNCT
aps-51	15	23	and	and	CCONJ
aps-51	15	24	even	even	ADV
aps-51	15	25	in	in	ADP
aps-51	15	26	web	web	NOUN
aps-51	15	27	applications	application	NOUN
aps-51	15	28	they	they	PRON
aps-51	15	29	are	be	AUX
aps-51	15	30	particularly	particularly	ADV
aps-51	15	31	difficult	difficult	ADJ
aps-51	15	32	to	to	PART
aps-51	15	33	interpret	interpret	VERB
aps-51	15	34	when	when	SCONJ
aps-51	15	35	zoomed	zoom	VERB
aps-51	15	36	out	out	ADP
aps-51	15	37	as	as	ADP
aps-51	15	38	a	a	DET
aps-51	15	39	consequence	consequence	NOUN
aps-51	15	40	of	of	ADP
aps-51	15	41	preserving	preserve	VERB
aps-51	15	42	the	the	DET
aps-51	15	43	legibility	legibility	NOUN
aps-51	15	44	of	of	ADP
aps-51	15	45	these	these	DET
aps-51	15	46	boundaries	boundary	NOUN
aps-51	15	47	.	.	PUNCT
aps-51	16	1	several	several	ADJ
aps-51	16	2	systems	system	NOUN
aps-51	16	3	have	have	AUX
aps-51	16	4	been	be	AUX
aps-51	16	5	developed	develop	VERB
aps-51	16	6	to	to	PART
aps-51	16	7	address	address	VERB
aps-51	16	8	the	the	DET
aps-51	16	9	visualisation	visualisation	NOUN
aps-51	16	10	of	of	ADP
aps-51	16	11	detailed	detailed	ADJ
aps-51	16	12	population	population	NOUN
aps-51	16	13	data	datum	NOUN
aps-51	16	14	at	at	ADP
aps-51	16	15	a	a	DET
aps-51	16	16	large	large	ADJ
aps-51	16	17	scale	scale	NOUN
aps-51	16	18	by	by	ADP
aps-51	16	19	using	use	VERB
aps-51	16	20	methods	method	NOUN
aps-51	16	21	which	which	PRON
aps-51	16	22	ameliorate	ameliorate	VERB
aps-51	16	23	effects	effect	NOUN
aps-51	16	24	of	of	ADP
aps-51	16	25	administrative	administrative	ADJ
aps-51	16	26	population	population	NOUN
aps-51	16	27	boundaries	boundary	NOUN
aps-51	16	28	.	.	PUNCT
aps-51	17	1	for	for	ADP
aps-51	17	2	example	example	NOUN
aps-51	17	3	,	,	PUNCT
aps-51	17	4	work	work	NOUN
aps-51	17	5	by	by	ADP
aps-51	17	6	smith	smith	PROPN
aps-51	17	7	(	(	PUNCT
aps-51	17	8	2016	2016	NUM
aps-51	17	9	)	)	PUNCT
aps-51	17	10	discusses	discuss	VERB
aps-51	17	11	this	this	PRON
aps-51	17	12	,	,	PUNCT
aps-51	17	13	and	and	CCONJ
aps-51	17	14	creates	create	VERB
aps-51	17	15	an	an	DET
aps-51	17	16	interactive	interactive	ADJ
aps-51	17	17	2d	2d	NUM
aps-51	17	18	population	population	NOUN
aps-51	17	19	explorer	explorer	NOUN
aps-51	17	20	using	use	VERB
aps-51	17	21	the	the	DET
aps-51	17	22	open	open	ADJ
aps-51	17	23	release	release	NOUN
aps-51	17	24	of	of	ADP
aps-51	17	25	the	the	DET
aps-51	17	26	european	european	PROPN
aps-51	17	27	commission	commission	PROPN
aps-51	17	28	(	(	PUNCT
aps-51	17	29	2019	2019	NUM
aps-51	17	30	)	)	PUNCT
aps-51	17	31	global	global	ADJ
aps-51	17	32	human	human	ADJ
aps-51	17	33	settlement	settlement	NOUN
aps-51	17	34	layer	layer	NOUN
aps-51	17	35	.	.	PUNCT
aps-51	18	1	to	to	PART
aps-51	18	2	overcome	overcome	VERB
aps-51	18	3	these	these	DET
aps-51	18	4	challenges	challenge	NOUN
aps-51	18	5	this	this	DET
aps-51	18	6	demographic	demographic	ADJ
aps-51	18	7	presents	present	VERB
aps-51	18	8	a	a	DET
aps-51	18	9	novel	novel	ADJ
aps-51	18	10	approach	approach	NOUN
aps-51	18	11	(	(	PUNCT
aps-51	18	12	figure	figure	NOUN
aps-51	18	13	1	1	NUM
aps-51	18	14	)	)	PUNCT
aps-51	18	15	using	use	VERB
aps-51	18	16	rapid	rapid	ADJ
aps-51	18	17	,	,	PUNCT
aps-51	18	18	open	open	ADJ
aps-51	18	19	source	source	NOUN
aps-51	18	20	3d	3d	NUM
aps-51	18	21	web	web	NOUN
aps-51	18	22	visualisation	visualisation	NOUN
aps-51	18	23	libraries	library	NOUN
aps-51	18	24	to	to	PART
aps-51	18	25	explore	explore	VERB
aps-51	18	26	how	how	SCONJ
aps-51	18	27	this	this	PRON
aps-51	18	28	can	can	AUX
aps-51	18	29	be	be	AUX
aps-51	18	30	achieved	achieve	VERB
aps-51	18	31	with	with	ADP
aps-51	18	32	national	national	ADJ
aps-51	18	33	-	-	PUNCT
aps-51	18	34	level	level	NOUN
aps-51	18	35	population	population	NOUN
aps-51	18	36	data	datum	NOUN
aps-51	18	37	in	in	ADP
aps-51	18	38	australia	australia	PROPN
aps-51	18	39	.	.	PUNCT
aps-51	19	1	d	d	X
aps-51	19	2	em	em	PRON
aps-51	20	1	og	og	INTJ
aps-51	20	2	ra	ra	PROPN
aps-51	20	3	ph	ph	PROPN
aps-51	20	4	ic	ic	PROPN
aps-51	20	5	http://www.australianpopulationstudies.org/	http://www.australianpopulationstudies.org/	NOUN
aps-51	20	6	mailto:o.lock@unsw.edu.au	mailto:o.lock@unsw.edu.au	PROPN
aps-51	20	7	30	30	NUM
aps-51	20	8	lock	lock	PROPN
aps-51	20	9	&	&	CCONJ
aps-51	20	10	pettit	pettit	PROPN
aps-51	20	11	australian	australian	ADJ
aps-51	20	12	population	population	NOUN
aps-51	20	13	studies	study	NOUN
aps-51	20	14	3	3	NUM
aps-51	20	15	(	(	PUNCT
aps-51	20	16	2	2	NUM
aps-51	20	17	)	)	PUNCT
aps-51	20	18	2019	2019	NUM
aps-51	20	19	figure	figure	NOUN
aps-51	20	20	1	1	NUM
aps-51	20	21	:	:	PUNCT
aps-51	20	22	australian	australian	ADJ
aps-51	20	23	population	population	NOUN
aps-51	20	24	explorer	explorer	NOUN
aps-51	20	25	note	note	VERB
aps-51	20	26	:	:	PUNCT
aps-51	20	27	access	access	VERB
aps-51	20	28	the	the	DET
aps-51	20	29	interactive	interactive	ADJ
aps-51	20	30	version	version	NOUN
aps-51	20	31	via	via	ADP
aps-51	20	32	https://aus3dpop.city-informatics.com	https://aus3dpop.city-informatics.com	X
aps-51	20	33	webgl	webgl	NOUN
aps-51	20	34	operates	operate	VERB
aps-51	20	35	across	across	ADP
aps-51	20	36	multiple	multiple	ADJ
aps-51	20	37	supported	support	VERB
aps-51	20	38	browsers	browser	NOUN
aps-51	20	39	(	(	PUNCT
aps-51	20	40	chrome	chrome	NOUN
aps-51	20	41	,	,	PUNCT
aps-51	20	42	firefox	firefox	NOUN
aps-51	20	43	,	,	PUNCT
aps-51	20	44	safari	safari	NOUN
aps-51	20	45	)	)	PUNCT
aps-51	20	46	with	with	ADP
aps-51	20	47	a	a	DET
aps-51	20	48	royalty	royalty	NOUN
aps-51	20	49	-	-	PUNCT
aps-51	20	50	free	free	ADJ
aps-51	20	51	api	api	NOUN
aps-51	20	52	(	(	PUNCT
aps-51	20	53	application	application	NOUN
aps-51	20	54	programming	programming	NOUN
aps-51	20	55	interface	interface	NOUN
aps-51	20	56	)	)	PUNCT
aps-51	20	57	,	,	PUNCT
aps-51	20	58	and	and	CCONJ
aps-51	20	59	creates	create	VERB
aps-51	20	60	fast	fast	ADJ
aps-51	20	61	,	,	PUNCT
aps-51	20	62	hardware	hardware	NOUN
aps-51	20	63	accelerated	accelerate	VERB
aps-51	20	64	3d	3d	NUM
aps-51	20	65	graphics	graphic	NOUN
aps-51	20	66	(	(	PUNCT
aps-51	20	67	khronos	khronos	PROPN
aps-51	20	68	group	group	NOUN
aps-51	20	69	2019	2019	NUM
aps-51	20	70	)	)	PUNCT
aps-51	20	71	.	.	PUNCT
aps-51	21	1	the	the	DET
aps-51	21	2	open	open	ADJ
aps-51	21	3	-	-	PUNCT
aps-51	21	4	source	source	NOUN
aps-51	21	5	webgl	webgl	NOUN
aps-51	21	6	-	-	PUNCT
aps-51	21	7	based	base	VERB
aps-51	21	8	library	library	NOUN
aps-51	21	9	deckgl	deckgl	NOUN
aps-51	21	10	(	(	PUNCT
aps-51	21	11	uber	uber	NOUN
aps-51	21	12	2019	2019	NUM
aps-51	21	13	)	)	PUNCT
aps-51	21	14	was	be	AUX
aps-51	21	15	used	use	VERB
aps-51	21	16	due	due	ADP
aps-51	21	17	to	to	ADP
aps-51	21	18	its	its	PRON
aps-51	21	19	specialisation	specialisation	NOUN
aps-51	21	20	in	in	ADP
aps-51	21	21	processing	process	VERB
aps-51	21	22	very	very	ADV
aps-51	21	23	large	large	ADJ
aps-51	21	24	geographic	geographic	ADJ
aps-51	21	25	data	data	NOUN
aps-51	21	26	sets	set	NOUN
aps-51	21	27	and	and	CCONJ
aps-51	21	28	rendering	render	VERB
aps-51	21	29	them	they	PRON
aps-51	21	30	in	in	ADP
aps-51	21	31	three	three	NUM
aps-51	21	32	dimensions	dimension	NOUN
aps-51	21	33	.	.	PUNCT
aps-51	22	1	three	three	NUM
aps-51	22	2	dimensional	dimensional	ADJ
aps-51	22	3	techniques	technique	NOUN
aps-51	22	4	are	be	AUX
aps-51	22	5	a	a	DET
aps-51	22	6	sensible	sensible	ADJ
aps-51	22	7	choice	choice	NOUN
aps-51	22	8	for	for	ADP
aps-51	22	9	displaying	display	VERB
aps-51	22	10	population	population	NOUN
aps-51	22	11	density	density	NOUN
aps-51	22	12	,	,	PUNCT
aps-51	22	13	which	which	PRON
aps-51	22	14	has	have	VERB
aps-51	22	15	a	a	DET
aps-51	22	16	natural	natural	ADJ
aps-51	22	17	perceptual	perceptual	ADJ
aps-51	22	18	association	association	NOUN
aps-51	22	19	with	with	ADP
aps-51	22	20	its	its	PRON
aps-51	22	21	impact	impact	NOUN
aps-51	22	22	on	on	ADP
aps-51	22	23	the	the	DET
aps-51	22	24	height	height	NOUN
aps-51	22	25	and	and	CCONJ
aps-51	22	26	size	size	NOUN
aps-51	22	27	of	of	ADP
aps-51	22	28	the	the	DET
aps-51	22	29	built	build	VERB
aps-51	22	30	environment	environment	NOUN
aps-51	22	31	to	to	PART
aps-51	22	32	support	support	VERB
aps-51	22	33	that	that	DET
aps-51	22	34	density	density	NOUN
aps-51	22	35	.	.	PUNCT
aps-51	23	1	the	the	DET
aps-51	23	2	method	method	NOUN
aps-51	23	3	used	use	VERB
aps-51	23	4	in	in	ADP
aps-51	23	5	this	this	DET
aps-51	23	6	visualisation	visualisation	NOUN
aps-51	23	7	is	be	AUX
aps-51	23	8	known	know	VERB
aps-51	23	9	as	as	ADP
aps-51	23	10	‘	'	PUNCT
aps-51	23	11	hexagon	hexagon	NOUN
aps-51	23	12	binning	binning	NOUN
aps-51	23	13	’	'	PUNCT
aps-51	23	14	.	.	PUNCT
aps-51	24	1	a	a	DET
aps-51	24	2	hexagon	hexagon	PROPN
aps-51	24	3	bin	bin	PROPN
aps-51	24	4	is	be	AUX
aps-51	24	5	a	a	DET
aps-51	24	6	form	form	NOUN
aps-51	24	7	of	of	ADP
aps-51	24	8	bivariate	bivariate	ADJ
aps-51	24	9	histogram	histogram	NOUN
aps-51	24	10	which	which	PRON
aps-51	24	11	considers	consider	VERB
aps-51	24	12	both	both	CCONJ
aps-51	24	13	its	its	PRON
aps-51	24	14	location	location	NOUN
aps-51	24	15	and	and	CCONJ
aps-51	24	16	a	a	DET
aps-51	24	17	frequency	frequency	NOUN
aps-51	24	18	of	of	ADP
aps-51	24	19	values	value	NOUN
aps-51	24	20	underneath	underneath	ADP
aps-51	24	21	it	it	PRON
aps-51	24	22	.	.	PUNCT
aps-51	25	1	the	the	DET
aps-51	25	2	process	process	NOUN
aps-51	25	3	of	of	ADP
aps-51	25	4	generating	generate	VERB
aps-51	25	5	a	a	DET
aps-51	25	6	hexagon	hexagon	NOUN
aps-51	25	7	bin	bin	NOUN
aps-51	25	8	is	be	AUX
aps-51	25	9	as	as	SCONJ
aps-51	25	10	follows	follow	VERB
aps-51	25	11	:	:	PUNCT
aps-51	25	12	•	•	NUM
aps-51	25	13	geographic	geographic	ADJ
aps-51	25	14	space	space	NOUN
aps-51	25	15	is	be	AUX
aps-51	25	16	transformed	transform	VERB
aps-51	25	17	into	into	ADP
aps-51	25	18	a	a	DET
aps-51	25	19	regular	regular	ADJ
aps-51	25	20	grid	grid	NOUN
aps-51	25	21	of	of	ADP
aps-51	25	22	hexagons	hexagon	NOUN
aps-51	25	23	;	;	PUNCT
aps-51	25	24	https://aus3dpop.city-informatics.com/	https://aus3dpop.city-informatics.com/	NUM
aps-51	25	25	australian	australian	ADJ
aps-51	25	26	population	population	NOUN
aps-51	25	27	studies	study	NOUN
aps-51	25	28	3	3	NUM
aps-51	25	29	(	(	PUNCT
aps-51	25	30	2	2	NUM
aps-51	25	31	)	)	PUNCT
aps-51	25	32	2019	2019	NUM
aps-51	25	33	lock	lock	NOUN
aps-51	25	34	&	&	CCONJ
aps-51	25	35	pettit	pettit	PROPN
aps-51	25	36	31	31	NUM
aps-51	25	37	•	•	NUM
aps-51	25	38	the	the	DET
aps-51	25	39	number	number	NOUN
aps-51	25	40	of	of	ADP
aps-51	25	41	points	point	NOUN
aps-51	25	42	(	(	PUNCT
aps-51	25	43	in	in	ADP
aps-51	25	44	this	this	DET
aps-51	25	45	instance	instance	NOUN
aps-51	25	46	,	,	PUNCT
aps-51	25	47	population	population	NOUN
aps-51	25	48	)	)	PUNCT
aps-51	25	49	falling	fall	VERB
aps-51	25	50	into	into	ADP
aps-51	25	51	each	each	DET
aps-51	25	52	hexagon	hexagon	NOUN
aps-51	25	53	is	be	AUX
aps-51	25	54	counted	count	VERB
aps-51	25	55	;	;	PUNCT
aps-51	25	56	•	•	NUM
aps-51	25	57	hexagons	hexagon	NOUN
aps-51	25	58	with	with	ADP
aps-51	25	59	a	a	DET
aps-51	25	60	count	count	NOUN
aps-51	25	61	above	above	ADP
aps-51	25	62	0	0	NUM
aps-51	25	63	are	be	AUX
aps-51	25	64	plotted	plot	VERB
aps-51	25	65	,	,	PUNCT
aps-51	25	66	with	with	ADP
aps-51	25	67	their	their	PRON
aps-51	25	68	colour	colour	NOUN
aps-51	25	69	and	and	CCONJ
aps-51	25	70	height	height	NOUN
aps-51	25	71	varying	vary	VERB
aps-51	25	72	with	with	ADP
aps-51	25	73	the	the	DET
aps-51	25	74	density	density	NOUN
aps-51	25	75	of	of	ADP
aps-51	25	76	points	point	NOUN
aps-51	25	77	underneath	underneath	ADV
aps-51	25	78	.	.	PUNCT
aps-51	26	1	there	there	PRON
aps-51	26	2	are	be	VERB
aps-51	26	3	several	several	ADJ
aps-51	26	4	reasons	reason	NOUN
aps-51	26	5	why	why	SCONJ
aps-51	26	6	hexagons	hexagon	NOUN
aps-51	26	7	are	be	AUX
aps-51	26	8	useful	useful	ADJ
aps-51	26	9	(	(	PUNCT
aps-51	26	10	lewin	lewin	PROPN
aps-51	26	11	-	-	PUNCT
aps-51	26	12	koh	koh	PROPN
aps-51	26	13	2011	2011	NUM
aps-51	26	14	)	)	PUNCT
aps-51	26	15	.	.	PUNCT
aps-51	27	1	hexagons	hexagon	NOUN
aps-51	27	2	are	be	AUX
aps-51	27	3	more	more	ADV
aps-51	27	4	efficient	efficient	ADJ
aps-51	27	5	than	than	ADP
aps-51	27	6	covering	cover	VERB
aps-51	27	7	a	a	DET
aps-51	27	8	plane	plane	NOUN
aps-51	27	9	with	with	ADP
aps-51	27	10	squares	square	NOUN
aps-51	27	11	.	.	PUNCT
aps-51	28	1	they	they	PRON
aps-51	28	2	are	be	AUX
aps-51	28	3	also	also	ADV
aps-51	28	4	visually	visually	ADV
aps-51	28	5	less	less	ADV
aps-51	28	6	biased	biased	ADJ
aps-51	28	7	for	for	ADP
aps-51	28	8	displaying	display	VERB
aps-51	28	9	densities	density	NOUN
aps-51	28	10	than	than	ADP
aps-51	28	11	other	other	ADJ
aps-51	28	12	regular	regular	ADJ
aps-51	28	13	tessellations	tessellation	NOUN
aps-51	28	14	with	with	ADP
aps-51	28	15	fewer	few	ADJ
aps-51	28	16	edges	edge	NOUN
aps-51	28	17	(	(	PUNCT
aps-51	28	18	and	and	CCONJ
aps-51	28	19	thus	thus	ADV
aps-51	28	20	an	an	DET
aps-51	28	21	implied	imply	VERB
aps-51	28	22	visual	visual	ADJ
aps-51	28	23	directionality	directionality	NOUN
aps-51	28	24	)	)	PUNCT
aps-51	28	25	.	.	PUNCT
aps-51	29	1	as	as	ADP
aps-51	29	2	such	such	ADJ
aps-51	29	3	,	,	PUNCT
aps-51	29	4	they	they	PRON
aps-51	29	5	provide	provide	VERB
aps-51	29	6	a	a	DET
aps-51	29	7	sound	sound	NOUN
aps-51	29	8	medium	medium	NOUN
aps-51	29	9	for	for	ADP
aps-51	29	10	communicating	communicate	VERB
aps-51	29	11	population	population	NOUN
aps-51	29	12	and	and	CCONJ
aps-51	29	13	related	relate	VERB
aps-51	29	14	urban	urban	ADJ
aps-51	29	15	densities	density	NOUN
aps-51	29	16	.	.	PUNCT
aps-51	30	1	for	for	ADP
aps-51	30	2	this	this	DET
aps-51	30	3	visualisation	visualisation	NOUN
aps-51	30	4	,	,	PUNCT
aps-51	30	5	usual	usual	ADJ
aps-51	30	6	residence	residence	NOUN
aps-51	30	7	census	census	NOUN
aps-51	30	8	data	datum	NOUN
aps-51	30	9	from	from	ADP
aps-51	30	10	the	the	DET
aps-51	30	11	smallest	small	ADJ
aps-51	30	12	geographic	geographic	ADJ
aps-51	30	13	unit	unit	NOUN
aps-51	30	14	for	for	ADP
aps-51	30	15	population	population	NOUN
aps-51	30	16	data	datum	NOUN
aps-51	30	17	within	within	ADP
aps-51	30	18	the	the	DET
aps-51	30	19	abs	ab	NOUN
aps-51	30	20	census	census	NOUN
aps-51	30	21	data	datum	NOUN
aps-51	30	22	was	be	AUX
aps-51	30	23	used	use	VERB
aps-51	30	24	,	,	PUNCT
aps-51	30	25	mesh	mesh	NOUN
aps-51	30	26	blocks	block	NOUN
aps-51	30	27	.	.	PUNCT
aps-51	31	1	according	accord	VERB
aps-51	31	2	to	to	ADP
aps-51	31	3	the	the	DET
aps-51	31	4	abs	ab	NOUN
aps-51	31	5	(	(	PUNCT
aps-51	31	6	2016	2016	NUM
aps-51	31	7	)	)	PUNCT
aps-51	31	8	,	,	PUNCT
aps-51	31	9	mesh	mesh	NOUN
aps-51	31	10	blocks	block	NOUN
aps-51	31	11	contain	contain	VERB
aps-51	31	12	around	around	ADV
aps-51	31	13	30	30	NUM
aps-51	31	14	-	-	SYM
aps-51	31	15	60	60	NUM
aps-51	31	16	dwellings	dwelling	NOUN
aps-51	31	17	,	,	PUNCT
aps-51	31	18	the	the	DET
aps-51	31	19	smallest	small	ADJ
aps-51	31	20	number	number	NOUN
aps-51	31	21	of	of	ADP
aps-51	31	22	dwellings	dwelling	NOUN
aps-51	31	23	that	that	PRON
aps-51	31	24	can	can	AUX
aps-51	31	25	be	be	AUX
aps-51	31	26	communicated	communicate	VERB
aps-51	31	27	without	without	ADP
aps-51	31	28	potentially	potentially	ADV
aps-51	31	29	revealing	reveal	VERB
aps-51	31	30	sensitive	sensitive	ADJ
aps-51	31	31	information	information	NOUN
aps-51	31	32	.	.	PUNCT
aps-51	32	1	the	the	DET
aps-51	32	2	amount	amount	NOUN
aps-51	32	3	and	and	CCONJ
aps-51	32	4	geometry	geometry	NOUN
aps-51	32	5	of	of	ADP
aps-51	32	6	mesh	mesh	NOUN
aps-51	32	7	blocks	block	NOUN
aps-51	32	8	has	have	AUX
aps-51	32	9	changed	change	VERB
aps-51	32	10	over	over	ADP
aps-51	32	11	time	time	NOUN
aps-51	32	12	,	,	PUNCT
aps-51	32	13	from	from	ADP
aps-51	32	14	the	the	DET
aps-51	32	15	2006	2006	NUM
aps-51	32	16	census	census	NOUN
aps-51	32	17	(	(	PUNCT
aps-51	32	18	when	when	SCONJ
aps-51	32	19	originally	originally	ADV
aps-51	32	20	conceived	conceive	VERB
aps-51	32	21	)	)	PUNCT
aps-51	32	22	when	when	SCONJ
aps-51	32	23	there	there	PRON
aps-51	32	24	were	be	VERB
aps-51	32	25	approximately	approximately	ADV
aps-51	32	26	314,000	314,000	NUM
aps-51	32	27	to	to	ADP
aps-51	32	28	approximately	approximately	ADV
aps-51	32	29	347,000	347,000	NUM
aps-51	32	30	in	in	ADP
aps-51	32	31	2011	2011	NUM
aps-51	32	32	and	and	CCONJ
aps-51	32	33	358,000	358,000	NUM
aps-51	32	34	in	in	ADP
aps-51	32	35	2016	2016	NUM
aps-51	32	36	.	.	PUNCT
aps-51	33	1	a	a	DET
aps-51	33	2	challenge	challenge	NOUN
aps-51	33	3	lies	lie	VERB
aps-51	33	4	in	in	ADP
aps-51	33	5	their	their	PRON
aps-51	33	6	evolving	evolve	VERB
aps-51	33	7	geometries	geometry	NOUN
aps-51	33	8	as	as	SCONJ
aps-51	33	9	their	their	PRON
aps-51	33	10	visual	visual	ADJ
aps-51	33	11	comparison	comparison	NOUN
aps-51	33	12	is	be	AUX
aps-51	33	13	unclear	unclear	ADJ
aps-51	33	14	over	over	ADP
aps-51	33	15	time	time	NOUN
aps-51	33	16	.	.	PUNCT
aps-51	34	1	another	another	DET
aps-51	34	2	challenge	challenge	NOUN
aps-51	34	3	,	,	PUNCT
aps-51	34	4	as	as	SCONJ
aps-51	34	5	discussed	discuss	VERB
aps-51	34	6	,	,	PUNCT
aps-51	34	7	is	be	AUX
aps-51	34	8	in	in	ADP
aps-51	34	9	computing	compute	VERB
aps-51	34	10	the	the	DET
aps-51	34	11	complex	complex	ADJ
aps-51	34	12	,	,	PUNCT
aps-51	34	13	detailed	detailed	ADJ
aps-51	34	14	geometries	geometry	NOUN
aps-51	34	15	and	and	CCONJ
aps-51	34	16	trying	try	VERB
aps-51	34	17	to	to	PART
aps-51	34	18	represent	represent	VERB
aps-51	34	19	such	such	ADJ
aps-51	34	20	granular	granular	ADJ
aps-51	34	21	polygons	polygon	NOUN
aps-51	34	22	at	at	ADP
aps-51	34	23	national	national	ADJ
aps-51	34	24	scale	scale	NOUN
aps-51	34	25	.	.	PUNCT
aps-51	35	1	the	the	DET
aps-51	35	2	resulting	result	VERB
aps-51	35	3	visualisation	visualisation	NOUN
aps-51	35	4	is	be	AUX
aps-51	35	5	available	available	ADJ
aps-51	35	6	through	through	ADP
aps-51	35	7	australian	australian	ADJ
aps-51	35	8	population	population	NOUN
aps-51	35	9	explorer	explorer	NOUN
aps-51	35	10	(	(	PUNCT
aps-51	35	11	lock	lock	NOUN
aps-51	35	12	2019	2019	NUM
aps-51	35	13	)	)	PUNCT
aps-51	35	14	.	.	PUNCT
aps-51	36	1	the	the	DET
aps-51	36	2	tool	tool	NOUN
aps-51	36	3	is	be	AUX
aps-51	36	4	rapid	rapid	ADJ
aps-51	36	5	and	and	CCONJ
aps-51	36	6	exploratory	exploratory	ADJ
aps-51	36	7	.	.	PUNCT
aps-51	37	1	users	user	NOUN
aps-51	37	2	can	can	AUX
aps-51	37	3	toggle	toggle	VERB
aps-51	37	4	between	between	ADP
aps-51	37	5	alternate	alternate	ADJ
aps-51	37	6	years	year	NOUN
aps-51	37	7	of	of	ADP
aps-51	37	8	the	the	DET
aps-51	37	9	census	census	NOUN
aps-51	37	10	and	and	CCONJ
aps-51	37	11	see	see	VERB
aps-51	37	12	changes	change	NOUN
aps-51	37	13	in	in	ADP
aps-51	37	14	population	population	NOUN
aps-51	37	15	distribution	distribution	NOUN
aps-51	37	16	.	.	PUNCT
aps-51	38	1	further	far	ADV
aps-51	38	2	,	,	PUNCT
aps-51	38	3	changes	change	NOUN
aps-51	38	4	can	can	AUX
aps-51	38	5	be	be	AUX
aps-51	38	6	made	make	VERB
aps-51	38	7	in	in	ADP
aps-51	38	8	the	the	DET
aps-51	38	9	coverage	coverage	NOUN
aps-51	38	10	of	of	ADP
aps-51	38	11	the	the	DET
aps-51	38	12	hexagon	hexagon	NOUN
aps-51	38	13	to	to	PART
aps-51	38	14	explore	explore	VERB
aps-51	38	15	more	more	ADV
aps-51	38	16	densely	densely	ADV
aps-51	38	17	populated	populated	ADJ
aps-51	38	18	areas	area	NOUN
aps-51	38	19	.	.	PUNCT
aps-51	39	1	the	the	DET
aps-51	39	2	lower	low	ADJ
aps-51	39	3	percentile	percentile	ADJ
aps-51	39	4	toggle	toggle	NOUN
aps-51	39	5	can	can	AUX
aps-51	39	6	be	be	AUX
aps-51	39	7	used	use	VERB
aps-51	39	8	to	to	PART
aps-51	39	9	see	see	VERB
aps-51	39	10	which	which	DET
aps-51	39	11	areas	area	NOUN
aps-51	39	12	fall	fall	VERB
aps-51	39	13	in	in	ADP
aps-51	39	14	the	the	DET
aps-51	39	15	highest	high	ADJ
aps-51	39	16	densities	density	NOUN
aps-51	39	17	of	of	ADP
aps-51	39	18	all	all	DET
aps-51	39	19	hexagons	hexagon	NOUN
aps-51	39	20	generated	generate	VERB
aps-51	39	21	across	across	ADP
aps-51	39	22	the	the	DET
aps-51	39	23	country	country	NOUN
aps-51	39	24	.	.	PUNCT
aps-51	40	1	it	it	PRON
aps-51	40	2	can	can	AUX
aps-51	40	3	be	be	AUX
aps-51	40	4	seen	see	VERB
aps-51	40	5	that	that	SCONJ
aps-51	40	6	australia	australia	PROPN
aps-51	40	7	’s	’s	PART
aps-51	40	8	major	major	ADJ
aps-51	40	9	cities	city	NOUN
aps-51	40	10	continue	continue	VERB
aps-51	40	11	to	to	PART
aps-51	40	12	operate	operate	VERB
aps-51	40	13	as	as	ADP
aps-51	40	14	primate	primate	ADJ
aps-51	40	15	cities	city	NOUN
aps-51	40	16	within	within	ADP
aps-51	40	17	their	their	PRON
aps-51	40	18	respective	respective	ADJ
aps-51	40	19	states	state	NOUN
aps-51	40	20	/	/	SYM
aps-51	40	21	territories	territory	NOUN
aps-51	40	22	,	,	PUNCT
aps-51	40	23	however	however	ADV
aps-51	40	24	,	,	PUNCT
aps-51	40	25	such	such	ADJ
aps-51	40	26	visualisation	visualisation	NOUN
aps-51	40	27	also	also	ADV
aps-51	40	28	highlights	highlight	VERB
aps-51	40	29	the	the	DET
aps-51	40	30	country	country	NOUN
aps-51	40	31	’s	’s	PART
aps-51	40	32	vast	vast	ADJ
aps-51	40	33	network	network	NOUN
aps-51	40	34	of	of	ADP
aps-51	40	35	regional	regional	ADJ
aps-51	40	36	cities	city	NOUN
aps-51	40	37	and	and	CCONJ
aps-51	40	38	the	the	DET
aps-51	40	39	interconnectedness	interconnectedness	NOUN
aps-51	40	40	of	of	ADP
aps-51	40	41	urban	urban	ADJ
aps-51	40	42	regions	region	NOUN
aps-51	40	43	such	such	ADJ
aps-51	40	44	as	as	ADP
aps-51	40	45	in	in	ADP
aps-51	40	46	south	south	ADJ
aps-51	40	47	-	-	PUNCT
aps-51	40	48	east	east	PROPN
aps-51	40	49	queensland	queensland	PROPN
aps-51	40	50	.	.	PUNCT
aps-51	41	1	by	by	ADP
aps-51	41	2	increasing	increase	VERB
aps-51	41	3	the	the	DET
aps-51	41	4	radius	radius	NOUN
aps-51	41	5	of	of	ADP
aps-51	41	6	the	the	DET
aps-51	41	7	hexagon	hexagon	NOUN
aps-51	41	8	to	to	ADP
aps-51	41	9	10	10	NUM
aps-51	41	10	km	km	NOUN
aps-51	41	11	,	,	PUNCT
aps-51	41	12	and	and	CCONJ
aps-51	41	13	around	around	ADP
aps-51	41	14	the	the	DET
aps-51	41	15	95th	95th	ADJ
aps-51	41	16	percentile	percentile	NOUN
aps-51	41	17	,	,	PUNCT
aps-51	41	18	users	user	NOUN
aps-51	41	19	can	can	AUX
aps-51	41	20	begin	begin	VERB
aps-51	41	21	to	to	PART
aps-51	41	22	see	see	VERB
aps-51	41	23	australia	australia	PROPN
aps-51	41	24	’s	’s	PART
aps-51	41	25	network	network	NOUN
aps-51	41	26	of	of	ADP
aps-51	41	27	smaller	small	ADJ
aps-51	41	28	cities	city	NOUN
aps-51	41	29	and	and	CCONJ
aps-51	41	30	how	how	SCONJ
aps-51	41	31	they	they	PRON
aps-51	41	32	may	may	AUX
aps-51	41	33	connect	connect	VERB
aps-51	41	34	to	to	ADP
aps-51	41	35	one	one	NUM
aps-51	41	36	another	another	DET
aps-51	41	37	,	,	PUNCT
aps-51	41	38	which	which	PRON
aps-51	41	39	could	could	AUX
aps-51	41	40	,	,	PUNCT
aps-51	41	41	for	for	ADP
aps-51	41	42	example	example	NOUN
aps-51	41	43	,	,	PUNCT
aps-51	41	44	be	be	AUX
aps-51	41	45	useful	useful	ADJ
aps-51	41	46	in	in	ADP
aps-51	41	47	considering	consider	VERB
aps-51	41	48	future	future	NOUN
aps-51	41	49	,	,	PUNCT
aps-51	41	50	major	major	ADJ
aps-51	41	51	infrastructure	infrastructure	NOUN
aps-51	41	52	projects	project	NOUN
aps-51	41	53	.	.	PUNCT
aps-51	42	1	with	with	ADP
aps-51	42	2	a	a	DET
aps-51	42	3	smaller	small	ADJ
aps-51	42	4	hex	hex	NOUN
aps-51	42	5	bin	bin	NOUN
aps-51	42	6	it	it	PRON
aps-51	42	7	is	be	AUX
aps-51	42	8	clearly	clearly	ADV
aps-51	42	9	visible	visible	ADJ
aps-51	42	10	that	that	SCONJ
aps-51	42	11	2006	2006	NUM
aps-51	42	12	and	and	CCONJ
aps-51	42	13	2011	2011	NUM
aps-51	42	14	have	have	VERB
aps-51	42	15	greater	great	ADJ
aps-51	42	16	similarity	similarity	NOUN
aps-51	42	17	in	in	ADP
aps-51	42	18	population	population	NOUN
aps-51	42	19	structure	structure	NOUN
aps-51	42	20	and	and	CCONJ
aps-51	42	21	pattern	pattern	NOUN
aps-51	42	22	than	than	ADP
aps-51	42	23	in	in	ADP
aps-51	42	24	2016	2016	NUM
aps-51	42	25	.	.	PUNCT
aps-51	43	1	this	this	PRON
aps-51	43	2	is	be	AUX
aps-51	43	3	likely	likely	ADJ
aps-51	43	4	due	due	ADP
aps-51	43	5	to	to	ADP
aps-51	43	6	a	a	DET
aps-51	43	7	combination	combination	NOUN
aps-51	43	8	of	of	ADP
aps-51	43	9	factors	factor	NOUN
aps-51	43	10	related	relate	VERB
aps-51	43	11	to	to	ADP
aps-51	43	12	the	the	DET
aps-51	43	13	new	new	ADJ
aps-51	43	14	digital	digital	ADJ
aps-51	43	15	version	version	NOUN
aps-51	43	16	of	of	ADP
aps-51	43	17	the	the	DET
aps-51	43	18	census	census	NOUN
aps-51	43	19	in	in	ADP
aps-51	43	20	2016	2016	NUM
aps-51	43	21	,	,	PUNCT
aps-51	43	22	including	include	VERB
aps-51	43	23	changes	change	NOUN
aps-51	43	24	in	in	ADP
aps-51	43	25	response	response	NOUN
aps-51	43	26	rates	rate	NOUN
aps-51	43	27	,	,	PUNCT
aps-51	43	28	imputation	imputation	NOUN
aps-51	43	29	challenges	challenge	NOUN
aps-51	43	30	and	and	CCONJ
aps-51	43	31	new	new	ADJ
aps-51	43	32	address	address	NOUN
aps-51	43	33	-	-	PUNCT
aps-51	43	34	matching	match	VERB
aps-51	43	35	systems	system	NOUN
aps-51	43	36	(	(	PUNCT
aps-51	43	37	the	the	DET
aps-51	43	38	address	address	NOUN
aps-51	43	39	register	register	VERB
aps-51	43	40	)	)	PUNCT
aps-51	43	41	,	,	PUNCT
aps-51	43	42	documented	document	VERB
aps-51	43	43	by	by	ADP
aps-51	43	44	census	census	NOUN
aps-51	43	45	independent	independent	ADJ
aps-51	43	46	assurance	assurance	NOUN
aps-51	43	47	panel	panel	NOUN
aps-51	43	48	(	(	PUNCT
aps-51	43	49	harding	harding	PROPN
aps-51	43	50	et	et	PROPN
aps-51	43	51	al	al	PROPN
aps-51	43	52	.	.	PROPN
aps-51	43	53	2017	2017	NUM
aps-51	43	54	)	)	PUNCT
aps-51	43	55	.	.	PUNCT
aps-51	44	1	this	this	DET
aps-51	44	2	representation	representation	NOUN
aps-51	44	3	difference	difference	NOUN
aps-51	44	4	was	be	AUX
aps-51	44	5	mitigated	mitigate	VERB
aps-51	44	6	by	by	ADP
aps-51	44	7	increasing	increase	VERB
aps-51	44	8	the	the	DET
aps-51	44	9	hexagon	hexagon	NOUN
aps-51	44	10	sizes	size	NOUN
aps-51	44	11	.	.	PUNCT
aps-51	45	1	by	by	ADP
aps-51	45	2	changing	change	VERB
aps-51	45	3	size	size	NOUN
aps-51	45	4	dynamically	dynamically	ADV
aps-51	45	5	,	,	PUNCT
aps-51	45	6	it	it	PRON
aps-51	45	7	is	be	AUX
aps-51	45	8	easier	easy	ADJ
aps-51	45	9	to	to	PART
aps-51	45	10	compare	compare	VERB
aps-51	45	11	cities	city	NOUN
aps-51	45	12	over	over	ADP
aps-51	45	13	time	time	NOUN
aps-51	45	14	and	and	CCONJ
aps-51	45	15	highlight	highlight	VERB
aps-51	45	16	overarching	overarching	ADJ
aps-51	45	17	structures	structure	NOUN
aps-51	45	18	–	–	PUNCT
aps-51	45	19	see	see	VERB
aps-51	45	20	for	for	ADP
aps-51	45	21	example	example	NOUN
aps-51	45	22	components	component	NOUN
aps-51	45	23	b	b	PROPN
aps-51	45	24	,	,	PUNCT
aps-51	45	25	c	c	PROPN
aps-51	45	26	and	and	CCONJ
aps-51	45	27	d	d	PROPN
aps-51	45	28	of	of	ADP
aps-51	45	29	figure	figure	NOUN
aps-51	45	30	1	1	NUM
aps-51	45	31	.	.	PUNCT
aps-51	46	1	in	in	ADP
aps-51	46	2	summary	summary	NOUN
aps-51	46	3	,	,	PUNCT
aps-51	46	4	the	the	DET
aps-51	46	5	australian	australian	ADJ
aps-51	46	6	population	population	NOUN
aps-51	46	7	explorer	explorer	NOUN
aps-51	46	8	presented	present	VERB
aps-51	46	9	here	here	ADV
aps-51	46	10	permits	permit	VERB
aps-51	46	11	the	the	DET
aps-51	46	12	interactive	interactive	ADJ
aps-51	46	13	investigation	investigation	NOUN
aps-51	46	14	of	of	ADP
aps-51	46	15	population	population	NOUN
aps-51	46	16	distribution	distribution	NOUN
aps-51	46	17	and	and	CCONJ
aps-51	46	18	trends	trend	NOUN
aps-51	46	19	over	over	ADP
aps-51	46	20	time	time	NOUN
aps-51	46	21	.	.	PUNCT
aps-51	47	1	this	this	PRON
aps-51	47	2	contributes	contribute	VERB
aps-51	47	3	to	to	ADP
aps-51	47	4	our	our	PRON
aps-51	47	5	understanding	understanding	NOUN
aps-51	47	6	of	of	ADP
aps-51	47	7	effective	effective	ADJ
aps-51	47	8	methods	method	NOUN
aps-51	47	9	to	to	PART
aps-51	47	10	represent	represent	VERB
aps-51	47	11	detailed	detailed	ADJ
aps-51	47	12	small	small	ADJ
aps-51	47	13	-	-	PUNCT
aps-51	47	14	area	area	NOUN
aps-51	47	15	information	information	NOUN
aps-51	47	16	,	,	PUNCT
aps-51	47	17	which	which	PRON
aps-51	47	18	can	can	AUX
aps-51	47	19	be	be	AUX
aps-51	47	20	useful	useful	ADJ
aps-51	47	21	across	across	ADP
aps-51	47	22	multiple	multiple	ADJ
aps-51	47	23	domains	domain	NOUN
aps-51	47	24	.	.	PUNCT
aps-51	48	1	such	such	ADJ
aps-51	48	2	applications	application	NOUN
aps-51	48	3	include	include	VERB
aps-51	48	4	planning	plan	VERB
aps-51	48	5	and	and	CCONJ
aps-51	48	6	delivering	delivering	NOUN
aps-51	48	7	of	of	ADP
aps-51	48	8	government	government	NOUN
aps-51	48	9	services	service	NOUN
aps-51	48	10	,	,	PUNCT
aps-51	48	11	transportation	transportation	NOUN
aps-51	48	12	planning	planning	NOUN
aps-51	48	13	,	,	PUNCT
aps-51	48	14	32	32	NUM
aps-51	48	15	lock	lock	NOUN
aps-51	48	16	&	&	CCONJ
aps-51	48	17	pettit	pettit	PROPN
aps-51	48	18	australian	australian	ADJ
aps-51	48	19	population	population	NOUN
aps-51	48	20	studies	study	NOUN
aps-51	48	21	3	3	NUM
aps-51	48	22	(	(	PUNCT
aps-51	48	23	2	2	NUM
aps-51	48	24	)	)	PUNCT
aps-51	48	25	2019	2019	NUM
aps-51	48	26	estimating	estimate	VERB
aps-51	48	27	vulnerable	vulnerable	ADJ
aps-51	48	28	communities	community	NOUN
aps-51	48	29	in	in	ADP
aps-51	48	30	disaster	disaster	NOUN
aps-51	48	31	situations	situation	NOUN
aps-51	48	32	,	,	PUNCT
aps-51	48	33	understanding	understand	VERB
aps-51	48	34	communities	community	NOUN
aps-51	48	35	for	for	ADP
aps-51	48	36	election	election	NOUN
aps-51	48	37	preparation	preparation	NOUN
aps-51	48	38	,	,	PUNCT
aps-51	48	39	estimation	estimation	NOUN
aps-51	48	40	of	of	ADP
aps-51	48	41	population	population	NOUN
aps-51	48	42	at	at	ADP
aps-51	48	43	risk	risk	NOUN
aps-51	48	44	for	for	ADP
aps-51	48	45	spread	spread	NOUN
aps-51	48	46	of	of	ADP
aps-51	48	47	diseases	disease	NOUN
aps-51	48	48	(	(	PUNCT
aps-51	48	49	wardrop	wardrop	NOUN
aps-51	48	50	et	et	PROPN
aps-51	48	51	al	al	PROPN
aps-51	48	52	.	.	PROPN
aps-51	48	53	2018	2018	NUM
aps-51	48	54	)	)	PUNCT
aps-51	48	55	.	.	PUNCT
aps-51	49	1	references	reference	NOUN
aps-51	49	2	australian	australian	ADJ
aps-51	49	3	bureau	bureau	PROPN
aps-51	49	4	of	of	ADP
aps-51	49	5	statistics	statistic	NOUN
aps-51	49	6	[	[	X
aps-51	49	7	abs	ab	NOUN
aps-51	49	8	]	]	PUNCT
aps-51	49	9	(	(	PUNCT
aps-51	49	10	2018	2018	NUM
aps-51	49	11	)	)	PUNCT
aps-51	49	12	population	population	NOUN
aps-51	49	13	projections	projection	NOUN
aps-51	49	14	,	,	PUNCT
aps-51	49	15	australia	australia	PROPN
aps-51	49	16	,	,	PUNCT
aps-51	49	17	2017	2017	NUM
aps-51	49	18	(	(	PUNCT
aps-51	49	19	base	base	NOUN
aps-51	49	20	)	)	PUNCT
aps-51	49	21	–	–	PUNCT
aps-51	49	22	2066	2066	NUM
aps-51	49	23	.	.	PUNCT
aps-51	50	1	catalogue	catalogue	NOUN
aps-51	50	2	no	no	NOUN
aps-51	50	3	.	.	PROPN
aps-51	50	4	3222	3222	NUM
aps-51	50	5	.	.	PUNCT
aps-51	51	1	canberra	canberra	PROPN
aps-51	51	2	:	:	PUNCT
aps-51	51	3	abs	ab	NOUN
aps-51	51	4	.	.	PUNCT
aps-51	52	1	australian	australian	ADJ
aps-51	52	2	bureau	bureau	NOUN
aps-51	52	3	of	of	ADP
aps-51	52	4	statistics	statistic	NOUN
aps-51	53	1	[	[	X
aps-51	53	2	abs	ab	NOUN
aps-51	53	3	]	]	X
aps-51	53	4	(	(	PUNCT
aps-51	53	5	2016	2016	NUM
aps-51	53	6	)	)	PUNCT
aps-51	53	7	australian	australian	ADJ
aps-51	53	8	statistical	statistical	ADJ
aps-51	53	9	geography	geography	NOUN
aps-51	53	10	standard	standard	NOUN
aps-51	53	11	(	(	PUNCT
aps-51	53	12	asgs	asgs	PROPN
aps-51	53	13	):	):	PUNCT
aps-51	53	14	volume	volume	NOUN
aps-51	53	15	1	1	NUM
aps-51	53	16	main	main	ADJ
aps-51	53	17	structure	structure	NOUN
aps-51	53	18	and	and	CCONJ
aps-51	53	19	greater	great	ADJ
aps-51	53	20	capital	capital	NOUN
aps-51	53	21	city	city	NOUN
aps-51	53	22	statistical	statistical	ADJ
aps-51	53	23	areas	area	NOUN
aps-51	53	24	,	,	PUNCT
aps-51	53	25	july	july	PROPN
aps-51	53	26	2016	2016	NUM
aps-51	53	27	.	.	PUNCT
aps-51	54	1	catalogue	catalogue	NOUN
aps-51	54	2	no	no	INTJ
aps-51	54	3	.	.	PUNCT
aps-51	55	1	1270.0.55.001	1270.0.55.001	PROPN
aps-51	55	2	.	.	PUNCT
aps-51	56	1	canberra	canberra	PROPN
aps-51	56	2	:	:	PUNCT
aps-51	56	3	abs	ab	NOUN
aps-51	56	4	harding	harding	PROPN
aps-51	56	5	s	s	PROPN
aps-51	56	6	,	,	PUNCT
aps-51	56	7	jackson	jackson	PROPN
aps-51	56	8	pulver	pulver	PROPN
aps-51	56	9	l	l	PROPN
aps-51	56	10	,	,	PUNCT
aps-51	56	11	mcdonald	mcdonald	PROPN
aps-51	56	12	p	p	PROPN
aps-51	56	13	,	,	PUNCT
aps-51	56	14	morrison	morrison	PROPN
aps-51	56	15	p	p	PROPN
aps-51	56	16	,	,	PUNCT
aps-51	56	17	trewin	trewin	PROPN
aps-51	56	18	d	d	PROPN
aps-51	56	19	and	and	CCONJ
aps-51	56	20	voss	voss	PROPN
aps-51	56	21	a	a	DET
aps-51	56	22	(	(	PUNCT
aps-51	56	23	2017	2017	NUM
aps-51	56	24	)	)	PUNCT
aps-51	56	25	report	report	NOUN
aps-51	56	26	on	on	ADP
aps-51	56	27	the	the	DET
aps-51	56	28	quality	quality	NOUN
aps-51	56	29	of	of	ADP
aps-51	56	30	2016	2016	NUM
aps-51	56	31	census	census	NOUN
aps-51	56	32	data	datum	NOUN
aps-51	56	33	.	.	PUNCT
aps-51	56	34	http://www.abs.gov.au/websitedbs/d3310114.nsf/home/independent+assurance+panel	http://www.abs.gov.au/websitedbs/d3310114.nsf/home/independent+assurance+panel	PROPN
aps-51	57	1	chen	chen	PROPN
aps-51	57	2	c	c	PROPN
aps-51	57	3	,	,	PUNCT
aps-51	57	4	ma	ma	PROPN
aps-51	57	5	j	j	PROPN
aps-51	57	6	,	,	PUNCT
aps-51	57	7	susilo	susilo	PROPN
aps-51	57	8	y	y	PROPN
aps-51	57	9	,	,	PUNCT
aps-51	57	10	liu	liu	PROPN
aps-51	57	11	y	y	PROPN
aps-51	57	12	and	and	CCONJ
aps-51	57	13	wang	wang	PROPN
aps-51	57	14	m	m	PROPN
aps-51	57	15	(	(	PUNCT
aps-51	57	16	2016	2016	NUM
aps-51	57	17	)	)	PUNCT
aps-51	57	18	the	the	DET
aps-51	57	19	promises	promise	NOUN
aps-51	57	20	of	of	ADP
aps-51	57	21	big	big	ADJ
aps-51	57	22	data	datum	NOUN
aps-51	57	23	and	and	CCONJ
aps-51	57	24	small	small	ADJ
aps-51	57	25	data	datum	NOUN
aps-51	57	26	for	for	ADP
aps-51	57	27	travel	travel	NOUN
aps-51	57	28	behavior	behavior	NOUN
aps-51	57	29	(	(	PUNCT
aps-51	57	30	aka	aka	ADV
aps-51	57	31	human	human	ADJ
aps-51	57	32	mobility	mobility	NOUN
aps-51	57	33	)	)	PUNCT
aps-51	57	34	analysis	analysis	NOUN
aps-51	57	35	.	.	PUNCT
aps-51	58	1	transportation	transportation	NOUN
aps-51	58	2	research	research	NOUN
aps-51	58	3	part	part	NOUN
aps-51	58	4	c	c	NOUN
aps-51	58	5	:	:	PUNCT
aps-51	58	6	emerging	emerge	VERB
aps-51	58	7	technologies	technology	NOUN
aps-51	58	8	,	,	PUNCT
aps-51	58	9	68	68	NUM
aps-51	58	10	,	,	PUNCT
aps-51	58	11	285–299	285–299	NUM
aps-51	58	12	.	.	PUNCT
aps-51	59	1	https://doi.org/10.1016/j.trc.2016.04.005	https://doi.org/10.1016/j.trc.2016.04.005	PROPN
aps-51	59	2	european	european	PROPN
aps-51	59	3	commission	commission	PROPN
aps-51	59	4	(	(	PUNCT
aps-51	59	5	2019	2019	NUM
aps-51	59	6	)	)	PUNCT
aps-51	59	7	ghsl	ghsl	PROPN
aps-51	59	8	global	global	ADJ
aps-51	59	9	human	human	PROPN
aps-51	59	10	settlement	settlement	NOUN
aps-51	59	11	layer	layer	NOUN
aps-51	59	12	.	.	PUNCT
aps-51	60	1	https://ghsl.jrc.ec.europa.eu/index.php	https://ghsl.jrc.ec.europa.eu/index.php	X
aps-51	60	2	.	.	PUNCT
aps-51	60	3	accessed	access	VERB
aps-51	60	4	on	on	ADP
aps-51	60	5	28	28	NUM
aps-51	60	6	march	march	PROPN
aps-51	60	7	2019	2019	NUM
aps-51	60	8	.	.	PUNCT
aps-51	61	1	jetzek	jetzek	PROPN
aps-51	61	2	t	t	PROPN
aps-51	61	3	,	,	PUNCT
aps-51	61	4	avital	avital	PROPN
aps-51	61	5	m	m	PROPN
aps-51	61	6	and	and	CCONJ
aps-51	61	7	bjørn	bjørn	NOUN
aps-51	61	8	-	-	PUNCT
aps-51	61	9	andersen	andersen	PROPN
aps-51	61	10	n	n	PROPN
aps-51	61	11	(	(	PUNCT
aps-51	61	12	2013	2013	NUM
aps-51	61	13	)	)	PUNCT
aps-51	61	14	generating	generating	NOUN
aps-51	61	15	value	value	NOUN
aps-51	61	16	from	from	ADP
aps-51	61	17	open	open	ADJ
aps-51	61	18	government	government	NOUN
aps-51	61	19	data	datum	NOUN
aps-51	61	20	.	.	PUNCT
aps-51	62	1	proceedings	proceeding	NOUN
aps-51	62	2	of	of	ADP
aps-51	62	3	the	the	DET
aps-51	62	4	34th	34th	ADJ
aps-51	62	5	international	international	ADJ
aps-51	62	6	conference	conference	NOUN
aps-51	62	7	on	on	ADP
aps-51	62	8	information	information	NOUN
aps-51	62	9	systems	system	NOUN
aps-51	62	10	1	1	NUM
aps-51	62	11	-	-	SYM
aps-51	62	12	20	20	NUM
aps-51	62	13	.	.	PUNCT
aps-51	63	1	http://aisel.aisnet.org/cgi/viewcontent.cgi?article=1181&context=icis2013	http://aisel.aisnet.org/cgi/viewcontent.cgi?article=1181&context=icis2013	PROPN
aps-51	63	2	.	.	PUNCT
aps-51	64	1	kashnitsky	kashnitsky	PROPN
aps-51	64	2	i	i	PRON
aps-51	64	3	and	and	CCONJ
aps-51	64	4	schöley	schöley	PROPN
aps-51	64	5	j	j	PROPN
aps-51	64	6	(	(	PUNCT
aps-51	64	7	2018	2018	NUM
aps-51	64	8	)	)	PUNCT
aps-51	64	9	regional	regional	ADJ
aps-51	64	10	population	population	NOUN
aps-51	64	11	structures	structure	NOUN
aps-51	64	12	at	at	ADP
aps-51	64	13	a	a	DET
aps-51	64	14	glance	glance	NOUN
aps-51	64	15	.	.	PUNCT
aps-51	65	1	the	the	DET
aps-51	65	2	lancet	lancet	PROPN
aps-51	65	3	392(10143	392(10143	NOUN
aps-51	65	4	):	):	PUNCT
aps-51	65	5	209	209	NUM
aps-51	65	6	–	–	PUNCT
aps-51	65	7	210	210	NUM
aps-51	65	8	.	.	PUNCT
aps-51	66	1	https://doi.org/10.1016/s0140-6736(18)31194-2	https://doi.org/10.1016/s0140-6736(18)31194-2	PROPN
aps-51	66	2	khronos	khronos	PROPN
aps-51	66	3	group	group	PROPN
aps-51	66	4	(	(	PUNCT
aps-51	66	5	2019	2019	NUM
aps-51	66	6	)	)	PUNCT
aps-51	66	7	webgl	webgl	NOUN
aps-51	66	8	opengl	opengl	NOUN
aps-51	66	9	es	es	NOUN
aps-51	66	10	for	for	ADP
aps-51	66	11	the	the	DET
aps-51	66	12	web	web	NOUN
aps-51	66	13	.	.	PUNCT
aps-51	67	1	https://www.khronos.org/webgl/.	https://www.khronos.org/webgl/.	PROPN
aps-51	67	2	accessed	access	VERB
aps-51	67	3	on	on	ADP
aps-51	67	4	25	25	NUM
aps-51	67	5	june	june	PROPN
aps-51	67	6	2019	2019	NUM
aps-51	67	7	.	.	PUNCT
aps-51	68	1	lewin	lewin	PROPN
aps-51	68	2	-	-	PUNCT
aps-51	68	3	koh	koh	PROPN
aps-51	68	4	n	n	PROPN
aps-51	68	5	(	(	PUNCT
aps-51	68	6	2011	2011	NUM
aps-51	68	7	)	)	PUNCT
aps-51	68	8	hexagon	hexagon	NOUN
aps-51	68	9	binning	binning	NOUN
aps-51	68	10	:	:	PUNCT
aps-51	68	11	an	an	DET
aps-51	68	12	overview	overview	NOUN
aps-51	68	13	.	.	PUNCT
aps-51	69	1	http://cran.rproject.org/web/packages/hexbin/vignettes/hexagon_binning.pdf	http://cran.rproject.org/web/packages/hexbin/vignettes/hexagon_binning.pdf	X
aps-51	69	2	.	.	PUNCT
aps-51	70	1	accessed	access	VERB
aps-51	70	2	on	on	ADP
aps-51	70	3	28	28	NUM
aps-51	70	4	march	march	PROPN
aps-51	70	5	2019	2019	NUM
aps-51	70	6	.	.	PUNCT
aps-51	71	1	lock	lock	NOUN
aps-51	71	2	o	o	PROPN
aps-51	71	3	(	(	PUNCT
aps-51	71	4	2019	2019	NUM
aps-51	71	5	)	)	PUNCT
aps-51	71	6	australian	australian	ADJ
aps-51	71	7	population	population	NOUN
aps-51	71	8	explorer	explorer	NOUN
aps-51	71	9	.	.	PUNCT
aps-51	72	1	https://aus3dpop.city-informatics.com/.	https://aus3dpop.city-informatics.com/.	PROPN
aps-51	72	2	accessed	access	VERB
aps-51	72	3	on	on	ADP
aps-51	72	4	25	25	NUM
aps-51	72	5	june	june	PROPN
aps-51	72	6	2019	2019	NUM
aps-51	72	7	.	.	PUNCT
aps-51	73	1	o’brien	o’brien	NUM
aps-51	73	2	o	o	NOUN
aps-51	73	3	and	and	CCONJ
aps-51	73	4	cheshire	cheshire	PROPN
aps-51	73	5	j	j	PROPN
aps-51	73	6	(	(	PUNCT
aps-51	73	7	2016	2016	NUM
aps-51	73	8	)	)	PUNCT
aps-51	73	9	interactive	interactive	ADJ
aps-51	73	10	mapping	mapping	NOUN
aps-51	73	11	for	for	ADP
aps-51	73	12	large	large	ADJ
aps-51	73	13	,	,	PUNCT
aps-51	73	14	open	open	ADJ
aps-51	73	15	demographic	demographic	ADJ
aps-51	73	16	data	data	NOUN
aps-51	73	17	sets	set	NOUN
aps-51	73	18	using	use	VERB
aps-51	73	19	familiar	familiar	ADJ
aps-51	73	20	geographical	geographical	ADJ
aps-51	73	21	features	feature	NOUN
aps-51	73	22	.	.	PUNCT
aps-51	74	1	journal	journal	NOUN
aps-51	74	2	of	of	ADP
aps-51	74	3	maps	map	NOUN
aps-51	74	4	12(4	12(4	NUM
aps-51	74	5	):	):	PUNCT
aps-51	74	6	676–683	676–683	NUM
aps-51	74	7	.	.	PUNCT
aps-51	75	1	https://doi.org/10.1080/17445647.2015.1060183	https://doi.org/10.1080/17445647.2015.1060183	X
aps-51	75	2	pettit	pettit	PROPN
aps-51	75	3	c	c	PROPN
aps-51	75	4	j	j	PROPN
aps-51	75	5	,	,	PUNCT
aps-51	75	6	tanton	tanton	NOUN
aps-51	75	7	r	r	NOUN
aps-51	75	8	and	and	CCONJ
aps-51	75	9	hunter	hunter	PROPN
aps-51	75	10	j	j	PROPN
aps-51	75	11	(	(	PUNCT
aps-51	75	12	2017	2017	NUM
aps-51	75	13	)	)	PUNCT
aps-51	75	14	an	an	DET
aps-51	75	15	online	online	ADJ
aps-51	75	16	platform	platform	NOUN
aps-51	75	17	for	for	ADP
aps-51	75	18	conducting	conduct	VERB
aps-51	75	19	spatial	spatial	ADJ
aps-51	75	20	-	-	PUNCT
aps-51	75	21	statistical	statistical	ADJ
aps-51	75	22	analyses	analysis	NOUN
aps-51	75	23	of	of	ADP
aps-51	75	24	national	national	ADJ
aps-51	75	25	census	census	NOUN
aps-51	75	26	data	datum	NOUN
aps-51	75	27	across	across	ADP
aps-51	75	28	australia	australia	PROPN
aps-51	75	29	.	.	PUNCT
aps-51	76	1	computers	computer	NOUN
aps-51	76	2	,	,	PUNCT
aps-51	76	3	environment	environment	NOUN
aps-51	76	4	and	and	CCONJ
aps-51	76	5	urban	urban	ADJ
aps-51	76	6	systems	system	NOUN
aps-51	76	7	63	63	NUM
aps-51	76	8	:	:	PUNCT
aps-51	76	9	68–79	68–79	ADV
aps-51	76	10	.	.	PUNCT
aps-51	77	1	https://doi.org/10.1016/j.compenvurbsys.2016.05.008	https://doi.org/10.1016/j.compenvurbsys.2016.05.008	PROPN
aps-51	77	2	pettit	pettit	PROPN
aps-51	77	3	c	c	PROPN
aps-51	77	4	,	,	PUNCT
aps-51	77	5	widjaja	widjaja	PROPN
aps-51	77	6	i	i	PROPN
aps-51	77	7	,	,	PUNCT
aps-51	77	8	russo	russo	PROPN
aps-51	77	9	p	p	NOUN
aps-51	77	10	,	,	PUNCT
aps-51	77	11	sinnott	sinnott	NOUN
aps-51	77	12	r	r	NOUN
aps-51	77	13	,	,	PUNCT
aps-51	77	14	stimson	stimson	NOUN
aps-51	77	15	r	r	PROPN
aps-51	77	16	and	and	CCONJ
aps-51	77	17	tomko	tomko	PROPN
aps-51	77	18	m	m	PROPN
aps-51	77	19	(	(	PUNCT
aps-51	77	20	2012	2012	NUM
aps-51	77	21	)	)	PUNCT
aps-51	77	22	visualisation	visualisation	NOUN
aps-51	77	23	support	support	NOUN
aps-51	77	24	for	for	ADP
aps-51	77	25	exploring	explore	VERB
aps-51	77	26	urban	urban	ADJ
aps-51	77	27	space	space	NOUN
aps-51	77	28	and	and	CCONJ
aps-51	77	29	place	place	NOUN
aps-51	77	30	.	.	PUNCT
aps-51	78	1	in	in	ADP
aps-51	78	2	:	:	PUNCT
aps-51	78	3	isprs	isprs	NOUN
aps-51	78	4	annals	annal	NOUN
aps-51	78	5	of	of	ADP
aps-51	78	6	the	the	DET
aps-51	78	7	photogrammetry	photogrammetry	NOUN
aps-51	78	8	,	,	PUNCT
aps-51	78	9	remote	remote	ADJ
aps-51	78	10	sensing	sensing	NOUN
aps-51	78	11	and	and	CCONJ
aps-51	78	12	spatial	spatial	ADJ
aps-51	78	13	information	information	NOUN
aps-51	78	14	sciences	science	NOUN
aps-51	78	15	1	1	NUM
aps-51	78	16	:	:	PUNCT
aps-51	78	17	153–158	153–158	NUM
aps-51	78	18	.	.	PUNCT
aps-51	79	1	https://doi.org/10.5194/isprsannals-i-2-153-2012	https://doi.org/10.5194/isprsannals-i-2-153-2012	NOUN
aps-51	79	2	sagl	sagl	NOUN
aps-51	79	3	g	g	PROPN
aps-51	79	4	,	,	PUNCT
aps-51	79	5	resch	resch	PROPN
aps-51	79	6	b	b	PROPN
aps-51	79	7	,	,	PUNCT
aps-51	79	8	hawelka	hawelka	NOUN
aps-51	79	9	b	b	NOUN
aps-51	79	10	and	and	CCONJ
aps-51	79	11	beinat	beinat	ADJ
aps-51	79	12	e	e	NOUN
aps-51	79	13	(	(	PUNCT
aps-51	79	14	2012	2012	NUM
aps-51	79	15	)	)	PUNCT
aps-51	79	16	from	from	ADP
aps-51	79	17	social	social	ADJ
aps-51	79	18	sensor	sensor	NOUN
aps-51	79	19	data	datum	NOUN
aps-51	79	20	to	to	ADP
aps-51	79	21	collective	collective	ADJ
aps-51	79	22	human	human	ADJ
aps-51	79	23	behaviour	behaviour	NOUN
aps-51	79	24	patterns	pattern	NOUN
aps-51	79	25	–	–	PUNCT
aps-51	79	26	analysing	analyse	VERB
aps-51	79	27	and	and	CCONJ
aps-51	79	28	visualising	visualise	VERB
aps-51	79	29	spatio	spatio	PROPN
aps-51	79	30	-	-	PUNCT
aps-51	79	31	temporal	temporal	ADJ
aps-51	79	32	dynamics	dynamic	NOUN
aps-51	79	33	in	in	ADP
aps-51	79	34	urban	urban	ADJ
aps-51	79	35	environments	environment	NOUN
aps-51	79	36	.	.	PUNCT
aps-51	80	1	gi_forum	gi_forum	ADP
aps-51	80	2	2012	2012	NUM
aps-51	80	3	:	:	PUNCT
aps-51	80	4	geovisualization	geovisualization	NOUN
aps-51	80	5	,	,	PUNCT
aps-51	80	6	society	society	NOUN
aps-51	80	7	and	and	CCONJ
aps-51	80	8	learning	learn	VERB
aps-51	80	9	1	1	NUM
aps-51	80	10	:	:	PUNCT
aps-51	80	11	54–63	54–63	NUM
aps-51	80	12	.	.	PUNCT
aps-51	81	1	https://doi.org/10.1080/01441647.2019.1616849	https://doi.org/10.1080/01441647.2019.1616849	PROPN
aps-51	81	2	smith	smith	PROPN
aps-51	81	3	d	d	PROPN
aps-51	81	4	a	a	PROPN
aps-51	81	5	(	(	PUNCT
aps-51	81	6	2016	2016	NUM
aps-51	81	7	)	)	PUNCT
aps-51	81	8	online	online	NOUN
aps-51	81	9	interactive	interactive	ADJ
aps-51	81	10	thematic	thematic	ADJ
aps-51	81	11	mapping	mapping	NOUN
aps-51	81	12	:	:	PUNCT
aps-51	81	13	applications	application	NOUN
aps-51	81	14	and	and	CCONJ
aps-51	81	15	techniques	technique	NOUN
aps-51	81	16	for	for	ADP
aps-51	81	17	socio	socio	NOUN
aps-51	81	18	-	-	PUNCT
aps-51	81	19	economic	economic	ADJ
aps-51	81	20	research	research	NOUN
aps-51	81	21	.	.	PUNCT
aps-51	82	1	computers	computer	NOUN
aps-51	82	2	,	,	PUNCT
aps-51	82	3	environment	environment	NOUN
aps-51	82	4	and	and	CCONJ
aps-51	82	5	urban	urban	ADJ
aps-51	82	6	systems	system	NOUN
aps-51	82	7	57	57	NUM
aps-51	82	8	:	:	SYM
aps-51	82	9	106	106	NUM
aps-51	82	10	-	-	SYM
aps-51	82	11	117	117	NUM
aps-51	82	12	.	.	PUNCT
aps-51	83	1	https://doi.org/10.1016/j.compenvurbsys.2016.01.002	https://doi.org/10.1016/j.compenvurbsys.2016.01.002	NOUN
aps-51	83	2	uber	uber	ADJ
aps-51	83	3	(	(	PUNCT
aps-51	83	4	2019	2019	NUM
aps-51	83	5	)	)	PUNCT
aps-51	83	6	deck.gl	deck.gl	PROPN
aps-51	83	7	.	.	PUNCT
aps-51	84	1	https://deck.gl/.	https://deck.gl/.	PROPN
aps-51	84	2	accessed	access	VERB
aps-51	84	3	on	on	ADP
aps-51	84	4	24	24	NUM
aps-51	84	5	january	january	PROPN
aps-51	84	6	2019	2019	NUM
aps-51	84	7	.	.	PUNCT
aps-51	84	8	http://www.abs.gov.au/websitedbs/d3310114.nsf/home/independent+assurance+panel	http://www.abs.gov.au/websitedbs/d3310114.nsf/home/independent+assurance+panel	PROPN
aps-51	85	1	https://doi.org/10.1016/j.trc.2016.04.005	https://doi.org/10.1016/j.trc.2016.04.005	X
aps-51	85	2	https://ghsl.jrc.ec.europa.eu/index.php	https://ghsl.jrc.ec.europa.eu/index.php	INTJ
aps-51	86	1	http://aisel.aisnet.org/cgi/viewcontent.cgi?article=1181&context=icis2013	http://aisel.aisnet.org/cgi/viewcontent.cgi?article=1181&context=icis2013	PROPN
aps-51	86	2	https://doi.org/10.1016/s0140-6736(18)31194-2	https://doi.org/10.1016/s0140-6736(18)31194-2	NOUN
aps-51	86	3	https://www.khronos.org/webgl/	https://www.khronos.org/webgl/	PUNCT
aps-51	86	4	http://cran.rproject.org/web/packages/hexbin/vignettes/hexagon_binning.pdf	http://cran.rproject.org/web/packages/hexbin/vignettes/hexagon_binning.pdf	CCONJ
aps-51	86	5	https://aus3dpop.city-informatics.com/	https://aus3dpop.city-informatics.com/	PROPN
aps-51	86	6	https://doi.org/10.1080/17445647.2015.1060183	https://doi.org/10.1080/17445647.2015.1060183	PROPN
aps-51	86	7	https://doi.org/10.1016/j.compenvurbsys.2016.05.008	https://doi.org/10.1016/j.compenvurbsys.2016.05.008	PROPN
aps-51	86	8	https://doi.org/10.5194/isprsannals-i-2-153-2012	https://doi.org/10.5194/isprsannals-i-2-153-2012	PROPN
aps-51	86	9	https://doi.org/10.1080/01441647.2019.1616849	https://doi.org/10.1080/01441647.2019.1616849	VERB
aps-51	86	10	https://doi.org/10.1016/j.compenvurbsys.2016.01.002	https://doi.org/10.1016/j.compenvurbsys.2016.01.002	NOUN
aps-51	86	11	https://deck.gl/	https://deck.gl/	ADJ
aps-51	86	12	australian	australian	ADJ
aps-51	86	13	population	population	NOUN
aps-51	86	14	studies	study	NOUN
aps-51	86	15	3	3	NUM
aps-51	86	16	(	(	PUNCT
aps-51	86	17	2	2	NUM
aps-51	86	18	)	)	PUNCT
aps-51	86	19	2019	2019	NUM
aps-51	86	20	lock	lock	NOUN
aps-51	86	21	&	&	CCONJ
aps-51	86	22	pettit	pettit	PROPN
aps-51	86	23	33	33	NUM
aps-51	86	24	wardrop	wardrop	NOUN
aps-51	86	25	n	n	CCONJ
aps-51	86	26	a	a	NOUN
aps-51	86	27	,	,	PUNCT
aps-51	86	28	jochem	jochem	PROPN
aps-51	86	29	w	w	PROPN
aps-51	86	30	c	c	PROPN
aps-51	86	31	,	,	PUNCT
aps-51	86	32	bird	bird	PROPN
aps-51	86	33	t	t	PROPN
aps-51	86	34	j	j	PROPN
aps-51	86	35	,	,	PUNCT
aps-51	86	36	chamberlain	chamberlain	PROPN
aps-51	86	37	h	h	PROPN
aps-51	86	38	r	r	PROPN
aps-51	86	39	,	,	PUNCT
aps-51	86	40	clarke	clarke	PROPN
aps-51	86	41	d	d	PROPN
aps-51	86	42	,	,	PUNCT
aps-51	86	43	kerr	kerr	PROPN
aps-51	86	44	d	d	PROPN
aps-51	86	45	,	,	PUNCT
aps-51	86	46	bengtsson	bengtsson	PROPN
aps-51	86	47	l	l	NOUN
aps-51	86	48	,	,	PUNCT
aps-51	86	49	juran	juran	NOUN
aps-51	86	50	s	s	PROPN
aps-51	86	51	,	,	PUNCT
aps-51	86	52	seaman	seaman	NOUN
aps-51	86	53	v	v	NOUN
aps-51	86	54	and	and	CCONJ
aps-51	86	55	tatem	tatem	NOUN
aps-51	86	56	a	a	DET
aps-51	86	57	j	j	PROPN
aps-51	86	58	(	(	PUNCT
aps-51	86	59	2018	2018	NUM
aps-51	86	60	)	)	PUNCT
aps-51	86	61	spatially	spatially	ADV
aps-51	86	62	disaggregated	disaggregate	VERB
aps-51	86	63	population	population	NOUN
aps-51	86	64	estimates	estimate	NOUN
aps-51	86	65	in	in	ADP
aps-51	86	66	the	the	DET
aps-51	86	67	absence	absence	NOUN
aps-51	86	68	of	of	ADP
aps-51	86	69	national	national	ADJ
aps-51	86	70	population	population	NOUN
aps-51	86	71	and	and	CCONJ
aps-51	86	72	housing	housing	NOUN
aps-51	86	73	census	census	NOUN
aps-51	86	74	data	datum	NOUN
aps-51	86	75	.	.	PUNCT
aps-51	87	1	proceedings	proceeding	NOUN
aps-51	87	2	of	of	ADP
aps-51	87	3	the	the	DET
aps-51	87	4	national	national	PROPN
aps-51	87	5	academy	academy	PROPN
aps-51	87	6	of	of	ADP
aps-51	87	7	sciences	sciences	PROPN
aps-51	87	8	115(14	115(14	NUM
aps-51	87	9	):	):	PUNCT
aps-51	87	10	3529–3537	3529–3537	PROPN
aps-51	87	11	.	.	PROPN
aps-51	87	12	https://doi.org/10.1073/pnas.1715305115	https://doi.org/10.1073/pnas.1715305115	PROPN
aps-51	87	13	https://doi.org/10.1073/pnas.1715305115	https://doi.org/10.1073/pnas.1715305115	PROPN