id	sid	tid	token	lemma	pos
ca-2039	1	1	seeing	see	VERB
ca-2039	1	2	(	(	PUNCT
ca-2039	1	3	from	from	ADP
ca-2039	1	4	)	)	PUNCT
ca-2039	1	5	digital	digital	ADJ
ca-2039	1	6	peripheries	periphery	NOUN
ca-2039	1	7	seeing	see	VERB
ca-2039	1	8	(	(	PUNCT
ca-2039	1	9	from	from	ADP
ca-2039	1	10	)	)	PUNCT
ca-2039	1	11	digital	digital	ADJ
ca-2039	1	12	peripheries	periphery	NOUN
ca-2039	1	13	:	:	PUNCT
ca-2039	1	14	technology	technology	NOUN
ca-2039	1	15	and	and	CCONJ
ca-2039	1	16	transparency	transparency	NOUN
ca-2039	1	17	in	in	ADP
ca-2039	1	18	kenya	kenya	PROPN
ca-2039	1	19	’s	’s	PART
ca-2039	1	20	silicon	silicon	PROPN
ca-2039	1	21	savannah	savannah	PROPN
ca-2039	1	22	lisa	lisa	PROPN
ca-2039	1	23	poggiali	poggiali	PROPN
ca-2039	1	24	university	university	PROPN
ca-2039	1	25	of	of	ADP
ca-2039	1	26	pennsylvania	pennsylvania	PROPN
ca-2039	1	27	http://orcid.org/0000-0001-5598-261x	http://orcid.org/0000-0001-5598-261x	PROPN
ca-2039	1	28	the	the	DET
ca-2039	1	29	equipment	equipment	NOUN
ca-2039	1	30	-	-	PUNCT
ca-2039	1	31	free	free	ADJ
ca-2039	1	32	aspect	aspect	NOUN
ca-2039	1	33	of	of	ADP
ca-2039	1	34	reality	reality	NOUN
ca-2039	1	35	here	here	ADV
ca-2039	1	36	has	have	AUX
ca-2039	1	37	become	become	VERB
ca-2039	1	38	the	the	DET
ca-2039	1	39	height	height	NOUN
ca-2039	1	40	of	of	ADP
ca-2039	1	41	artifice	artifice	NOUN
ca-2039	1	42	;	;	PUNCT
ca-2039	1	43	the	the	DET
ca-2039	1	44	sight	sight	NOUN
ca-2039	1	45	of	of	ADP
ca-2039	1	46	immediate	immediate	ADJ
ca-2039	1	47	reality	reality	NOUN
ca-2039	1	48	has	have	AUX
ca-2039	1	49	become	become	VERB
ca-2039	1	50	an	an	DET
ca-2039	1	51	orchid	orchid	NOUN
ca-2039	1	52	in	in	ADP
ca-2039	1	53	the	the	DET
ca-2039	1	54	land	land	NOUN
ca-2039	1	55	of	of	ADP
ca-2039	1	56	technology	technology	NOUN
ca-2039	1	57	.	.	PUNCT
ca-2039	2	1	–	–	PUNCT
ca-2039	2	2	walter	walter	PROPN
ca-2039	2	3	benjamin	benjamin	PROPN
ca-2039	2	4	“	"	PUNCT
ca-2039	2	5	we	we	PRON
ca-2039	2	6	do	do	AUX
ca-2039	2	7	n’t	not	PART
ca-2039	2	8	map	map	VERB
ca-2039	2	9	those	those	PRON
ca-2039	2	10	,	,	PUNCT
ca-2039	2	11	”	"	PUNCT
ca-2039	2	12	kyale	kyale	NOUN
ca-2039	2	13	stated	state	VERB
ca-2039	2	14	emphatically	emphatically	ADV
ca-2039	2	15	,	,	PUNCT
ca-2039	2	16	gesturing	gesture	VERB
ca-2039	2	17	to	to	ADP
ca-2039	2	18	the	the	DET
ca-2039	2	19	spigot	spigot	NOUN
ca-2039	2	20	jutting	jut	VERB
ca-2039	2	21	out	out	ADP
ca-2039	2	22	of	of	ADP
ca-2039	2	23	a	a	DET
ca-2039	2	24	makeshift	makeshift	ADJ
ca-2039	2	25	mud	mud	NOUN
ca-2039	2	26	structure	structure	NOUN
ca-2039	2	27	from	from	ADP
ca-2039	2	28	which	which	PRON
ca-2039	2	29	women	woman	NOUN
ca-2039	2	30	were	be	AUX
ca-2039	2	31	collecting	collect	VERB
ca-2039	2	32	water	water	NOUN
ca-2039	2	33	in	in	ADP
ca-2039	2	34	plastic	plastic	ADJ
ca-2039	2	35	jerry	jerry	NOUN
ca-2039	2	36	cans	can	NOUN
ca-2039	2	37	.	.	PUNCT
ca-2039	3	1	his	his	PRON
ca-2039	3	2	gps	gps	PROPN
ca-2039	3	3	unit	unit	NOUN
ca-2039	3	4	dangled	dangle	VERB
ca-2039	3	5	from	from	ADP
ca-2039	3	6	a	a	DET
ca-2039	3	7	cord	cord	NOUN
ca-2039	3	8	wrapped	wrap	VERB
ca-2039	3	9	around	around	ADP
ca-2039	3	10	his	his	PRON
ca-2039	3	11	wrist	wrist	NOUN
ca-2039	3	12	,	,	PUNCT
ca-2039	3	13	and	and	CCONJ
ca-2039	3	14	it	it	PRON
ca-2039	3	15	swayed	sway	VERB
ca-2039	3	16	in	in	ADP
ca-2039	3	17	step	step	NOUN
ca-2039	3	18	with	with	ADP
ca-2039	3	19	his	his	PRON
ca-2039	3	20	measured	measure	VERB
ca-2039	3	21	gait	gait	NOUN
ca-2039	3	22	as	as	SCONJ
ca-2039	3	23	we	we	PRON
ca-2039	3	24	passed	pass	VERB
ca-2039	3	25	by	by	ADP
ca-2039	3	26	the	the	DET
ca-2039	3	27	water	water	NOUN
ca-2039	3	28	point	point	NOUN
ca-2039	3	29	.	.	PUNCT
ca-2039	4	1	a	a	DET
ca-2039	4	2	flicker	flicker	NOUN
ca-2039	4	3	of	of	ADP
ca-2039	4	4	confusion	confusion	NOUN
ca-2039	4	5	must	must	AUX
ca-2039	4	6	have	have	AUX
ca-2039	4	7	swept	sweep	VERB
ca-2039	4	8	across	across	ADP
ca-2039	4	9	my	my	PRON
ca-2039	4	10	face	face	NOUN
ca-2039	4	11	,	,	PUNCT
ca-2039	4	12	and	and	CCONJ
ca-2039	4	13	kyale	kyale	NOUN
ca-2039	4	14	leaned	lean	VERB
ca-2039	4	15	over	over	ADP
ca-2039	4	16	and	and	CCONJ
ca-2039	4	17	whispered	whisper	VERB
ca-2039	4	18	to	to	ADP
ca-2039	4	19	me	i	PRON
ca-2039	4	20	:	:	PUNCT
ca-2039	4	21	“	"	PUNCT
ca-2039	4	22	that	that	DET
ca-2039	4	23	water	water	NOUN
ca-2039	4	24	point	point	NOUN
ca-2039	4	25	is	be	AUX
ca-2039	4	26	not	not	PART
ca-2039	4	27	by	by	ADP
ca-2039	4	28	the	the	DET
ca-2039	4	29	government	government	NOUN
ca-2039	4	30	,	,	PUNCT
ca-2039	4	31	but	but	CCONJ
ca-2039	4	32	by	by	ADP
ca-2039	4	33	the	the	DET
ca-2039	4	34	community	community	NOUN
ca-2039	4	35	.	.	PUNCT
ca-2039	5	1	it	it	PRON
ca-2039	5	2	’s	’	VERB
ca-2039	5	3	illegal	illegal	ADJ
ca-2039	5	4	,	,	PUNCT
ca-2039	5	5	so	so	SCONJ
ca-2039	5	6	we	we	PRON
ca-2039	5	7	do	do	AUX
ca-2039	5	8	n’t	not	PART
ca-2039	5	9	map	map	VERB
ca-2039	5	10	it	it	PRON
ca-2039	5	11	.	.	PUNCT
ca-2039	5	12	”	"	PUNCT
ca-2039	6	1	it	it	PRON
ca-2039	6	2	was	be	AUX
ca-2039	6	3	nearing	near	VERB
ca-2039	6	4	the	the	DET
ca-2039	6	5	second	second	ADJ
ca-2039	6	6	hour	hour	NOUN
ca-2039	6	7	of	of	ADP
ca-2039	6	8	our	our	PRON
ca-2039	6	9	data	data	NOUN
ca-2039	6	10	collection	collection	NOUN
ca-2039	6	11	expedition	expedition	NOUN
ca-2039	6	12	in	in	ADP
ca-2039	6	13	kyale	kyale	NOUN
ca-2039	6	14	’s	’s	PART
ca-2039	6	15	neighborhood	neighborhood	NOUN
ca-2039	6	16	,	,	PUNCT
ca-2039	6	17	an	an	DET
ca-2039	6	18	informal	informal	ADJ
ca-2039	6	19	settlement	settlement	NOUN
ca-2039	6	20	of	of	ADP
ca-2039	6	21	nairobi	nairobi	PROPN
ca-2039	6	22	,	,	PUNCT
ca-2039	6	23	kenya	kenya	PROPN
ca-2039	6	24	,	,	PUNCT
ca-2039	6	25	that	that	SCONJ
ca-2039	6	26	i	i	PRON
ca-2039	6	27	will	will	AUX
ca-2039	6	28	call	call	VERB
ca-2039	6	29	muhimu	muhimu	PROPN
ca-2039	6	30	.	.	PUNCT
ca-2039	7	1	a	a	DET
ca-2039	7	2	few	few	ADJ
ca-2039	7	3	moments	moment	NOUN
ca-2039	7	4	later	later	ADV
ca-2039	7	5	,	,	PUNCT
ca-2039	7	6	kyale	kyale	NOUN
ca-2039	7	7	paused	pause	VERB
ca-2039	7	8	in	in	ADP
ca-2039	7	9	front	front	NOUN
ca-2039	7	10	of	of	ADP
ca-2039	7	11	a	a	DET
ca-2039	7	12	different	different	ADJ
ca-2039	7	13	water	water	NOUN
ca-2039	7	14	point	point	NOUN
ca-2039	7	15	—	—	PUNCT
ca-2039	7	16	this	this	DET
ca-2039	7	17	one	one	NOUN
ca-2039	7	18	with	with	ADP
ca-2039	7	19	a	a	DET
ca-2039	7	20	nairobi	nairobi	PROPN
ca-2039	7	21	city	city	NOUN
ca-2039	7	22	water	water	NOUN
ca-2039	7	23	and	and	CCONJ
ca-2039	7	24	sewage	sewage	NOUN
ca-2039	7	25	company	company	NOUN
ca-2039	7	26	(	(	PUNCT
ca-2039	7	27	ncwsc	ncwsc	ADJ
ca-2039	7	28	)	)	PUNCT
ca-2039	7	29	meter	meter	NOUN
ca-2039	7	30	attached	attach	VERB
ca-2039	7	31	—	—	PUNCT
ca-2039	7	32	and	and	CCONJ
ca-2039	7	33	recorded	record	VERB
ca-2039	7	34	its	its	PRON
ca-2039	7	35	latitudinal	latitudinal	ADJ
ca-2039	7	36	and	and	CCONJ
ca-2039	7	37	longitudinal	longitudinal	ADJ
ca-2039	7	38	coordinates	coordinate	NOUN
ca-2039	7	39	with	with	ADP
ca-2039	7	40	his	his	PRON
ca-2039	7	41	gps	gps	NOUN
ca-2039	7	42	device	device	NOUN
ca-2039	7	43	.	.	PUNCT
ca-2039	8	1	later	later	ADV
ca-2039	8	2	,	,	PUNCT
ca-2039	8	3	taking	take	VERB
ca-2039	8	4	respite	respite	NOUN
ca-2039	8	5	from	from	ADP
ca-2039	8	6	the	the	DET
ca-2039	8	7	heat	heat	NOUN
ca-2039	8	8	of	of	ADP
ca-2039	8	9	the	the	DET
ca-2039	8	10	day	day	NOUN
ca-2039	8	11	,	,	PUNCT
ca-2039	8	12	he	he	PRON
ca-2039	8	13	would	would	AUX
ca-2039	8	14	retreat	retreat	VERB
ca-2039	8	15	indoors	indoor	NOUN
ca-2039	8	16	to	to	PART
ca-2039	8	17	upload	upload	VERB
ca-2039	8	18	these	these	DET
ca-2039	8	19	coordinates	coordinate	NOUN
ca-2039	8	20	to	to	ADP
ca-2039	8	21	a	a	DET
ca-2039	8	22	computer	computer	NOUN
ca-2039	8	23	using	use	VERB
ca-2039	8	24	the	the	DET
ca-2039	8	25	software	software	NOUN
ca-2039	8	26	platform	platform	NOUN
ca-2039	8	27	java	java	PROPN
ca-2039	8	28	openstreetmap	openstreetmap	PROPN
ca-2039	8	29	editor	editor	NOUN
ca-2039	8	30	(	(	PUNCT
ca-2039	8	31	josm	josm	NOUN
ca-2039	8	32	)	)	PUNCT
ca-2039	8	33	.	.	PUNCT
ca-2039	9	1	by	by	ADP
ca-2039	9	2	aggregating	aggregate	VERB
ca-2039	9	3	his	his	PRON
ca-2039	9	4	data	datum	NOUN
ca-2039	9	5	with	with	ADP
ca-2039	9	6	those	those	PRON
ca-2039	9	7	collected	collect	VERB
ca-2039	9	8	by	by	ADP
ca-2039	9	9	other	other	ADJ
ca-2039	9	10	volunteer	volunteer	NOUN
ca-2039	9	11	mappers	mapper	NOUN
ca-2039	9	12	over	over	ADP
ca-2039	9	13	the	the	DET
ca-2039	9	14	span	span	NOUN
ca-2039	9	15	of	of	ADP
ca-2039	9	16	a	a	DET
ca-2039	9	17	few	few	ADJ
ca-2039	9	18	months	month	NOUN
ca-2039	9	19	,	,	PUNCT
ca-2039	9	20	he	he	PRON
ca-2039	9	21	would	would	AUX
ca-2039	9	22	help	help	VERB
ca-2039	9	23	create	create	VERB
ca-2039	9	24	a	a	DET
ca-2039	9	25	digital	digital	ADJ
ca-2039	9	26	map	map	NOUN
ca-2039	9	27	of	of	ADP
ca-2039	9	28	muhimu	muhimu	NOUN
ca-2039	9	29	;	;	PUNCT
ca-2039	9	30	it	it	PRON
ca-2039	9	31	would	would	AUX
ca-2039	9	32	be	be	AUX
ca-2039	9	33	the	the	DET
ca-2039	9	34	first	first	ADJ
ca-2039	9	35	publicly	publicly	ADV
ca-2039	9	36	circulating	circulate	VERB
ca-2039	9	37	map	map	NOUN
ca-2039	9	38	of	of	ADP
ca-2039	9	39	any	any	DET
ca-2039	9	40	kind	kind	NOUN
ca-2039	9	41	to	to	PART
ca-2039	9	42	acknowledge	acknowledge	VERB
ca-2039	9	43	the	the	DET
ca-2039	9	44	settlement	settlement	NOUN
ca-2039	9	45	’s	’s	PART
ca-2039	9	46	existence	existence	NOUN
ca-2039	9	47	.	.	PUNCT
ca-2039	10	1	“	"	PUNCT
ca-2039	10	2	it	it	PRON
ca-2039	10	3	’s	’	VERB
ca-2039	10	4	good	good	ADJ
ca-2039	10	5	to	to	PART
ca-2039	10	6	be	be	AUX
ca-2039	10	7	recognized	recognize	VERB
ca-2039	10	8	;	;	PUNCT
ca-2039	10	9	people	people	NOUN
ca-2039	10	10	should	should	AUX
ca-2039	10	11	know	know	VERB
ca-2039	10	12	the	the	DET
ca-2039	10	13	real	real	ADJ
ca-2039	10	14	muhimu	muhimu	NOUN
ca-2039	10	15	,	,	PUNCT
ca-2039	10	16	”	"	PUNCT
ca-2039	10	17	kyale	kyale	NOUN
ca-2039	10	18	told	tell	VERB
ca-2039	10	19	me	i	PRON
ca-2039	10	20	,	,	PUNCT
ca-2039	10	21	explaining	explain	VERB
ca-2039	10	22	his	his	PRON
ca-2039	10	23	devotion	devotion	NOUN
ca-2039	10	24	to	to	ADP
ca-2039	10	25	mapping	mapping	NOUN
ca-2039	10	26	.	.	PUNCT
ca-2039	11	1	that	that	DET
ca-2039	11	2	muhimu	muhimu	NOUN
ca-2039	11	3	could	could	AUX
ca-2039	11	4	be	be	AUX
ca-2039	11	5	known	know	VERB
ca-2039	11	6	by	by	ADP
ca-2039	11	7	outsiders	outsider	NOUN
ca-2039	11	8	at	at	ADP
ca-2039	11	9	all	all	ADV
ca-2039	11	10	was	be	AUX
ca-2039	11	11	a	a	DET
ca-2039	11	12	novel	novel	ADJ
ca-2039	11	13	idea	idea	NOUN
ca-2039	11	14	.	.	PUNCT
ca-2039	12	1	as	as	ADP
ca-2039	12	2	one	one	NUM
ca-2039	12	3	of	of	ADP
ca-2039	12	4	nairobi	nairobi	PROPN
ca-2039	12	5	’s	’s	PART
ca-2039	12	6	informal	informal	ADJ
ca-2039	12	7	settlements	settlement	NOUN
ca-2039	12	8	,	,	PUNCT
ca-2039	12	9	it	it	PRON
ca-2039	12	10	was	be	AUX
ca-2039	12	11	considered	consider	VERB
ca-2039	12	12	illegally	illegally	ADV
ca-2039	12	13	occupied	occupy	VERB
ca-2039	12	14	;	;	PUNCT
ca-2039	12	15	as	as	SCONJ
ca-2039	12	16	such	such	ADJ
ca-2039	12	17	,	,	PUNCT
ca-2039	12	18	its	its	PRON
ca-2039	12	19	villages	village	NOUN
ca-2039	12	20	,	,	PUNCT
ca-2039	12	21	roads	road	NOUN
ca-2039	12	22	,	,	PUNCT
ca-2039	12	23	hospitals	hospital	NOUN
ca-2039	12	24	,	,	PUNCT
ca-2039	12	25	and	and	CCONJ
ca-2039	12	26	schools	school	NOUN
ca-2039	12	27	were	be	AUX
ca-2039	12	28	depicted	depict	VERB
ca-2039	12	29	on	on	ADP
ca-2039	12	30	government	government	NOUN
ca-2039	12	31	paper	paper	NOUN
ca-2039	12	32	maps	map	NOUN
ca-2039	12	33	and	and	CCONJ
ca-2039	12	34	digitized	digitize	VERB
ca-2039	12	35	google	google	PROPN
ca-2039	12	36	ones	one	NOUN
ca-2039	12	37	alike	alike	ADV
ca-2039	12	38	as	as	ADP
ca-2039	12	39	a	a	DET
ca-2039	12	40	vast	vast	ADJ
ca-2039	12	41	swath	swath	NOUN
ca-2039	12	42	of	of	ADP
ca-2039	12	43	empty	empty	ADJ
ca-2039	12	44	space	space	NOUN
ca-2039	12	45	,	,	PUNCT
ca-2039	12	46	a	a	DET
ca-2039	12	47	large	large	ADJ
ca-2039	12	48	blank	blank	ADJ
ca-2039	12	49	spot	spot	NOUN
ca-2039	12	50	.	.	PUNCT
ca-2039	13	1	the	the	DET
ca-2039	13	2	project	project	NOUN
ca-2039	13	3	that	that	PRON
ca-2039	13	4	kyale	kyale	NOUN
ca-2039	13	5	was	be	AUX
ca-2039	13	6	volunteering	volunteer	VERB
ca-2039	13	7	for	for	ADP
ca-2039	13	8	—	—	PUNCT
ca-2039	13	9	muhimu	muhimu	ADJ
ca-2039	13	10	mapping	mapping	NOUN
ca-2039	13	11	project	project	NOUN
ca-2039	13	12	(	(	PUNCT
ca-2039	13	13	mmp)—was	mmp)—was	NOUN
ca-2039	13	14	one	one	NUM
ca-2039	13	15	of	of	ADP
ca-2039	13	16	many	many	ADJ
ca-2039	13	17	techno	techno	NOUN
ca-2039	13	18	-	-	PUNCT
ca-2039	13	19	utopian	utopian	ADJ
ca-2039	13	20	digital	digital	ADJ
ca-2039	13	21	mapping	mapping	NOUN
ca-2039	13	22	projects	project	NOUN
ca-2039	13	23	that	that	PRON
ca-2039	13	24	formed	form	VERB
ca-2039	13	25	in	in	ADP
ca-2039	13	26	the	the	DET
ca-2039	13	27	wake	wake	NOUN
ca-2039	13	28	of	of	ADP
ca-2039	13	29	kenya	kenya	PROPN
ca-2039	13	30	’s	’s	PART
ca-2039	13	31	2007–2008	2007–2008	NUM
ca-2039	13	32	postelection	postelection	NOUN
ca-2039	13	33	violence	violence	NOUN
ca-2039	13	34	,	,	PUNCT
ca-2039	13	35	when	when	SCONJ
ca-2039	13	36	politically	politically	ADV
ca-2039	13	37	motivated	motivated	ADJ
ca-2039	13	38	conflict	conflict	NOUN
ca-2039	13	39	led	lead	VERB
ca-2039	13	40	to	to	ADP
ca-2039	13	41	more	more	ADJ
ca-2039	13	42	than	than	ADP
ca-2039	13	43	1,200	1,200	NUM
ca-2039	13	44	deaths	death	NOUN
ca-2039	13	45	and	and	CCONJ
ca-2039	13	46	660,000	660,000	NUM
ca-2039	13	47	displaced	displace	VERB
ca-2039	13	48	citizens	citizen	NOUN
ca-2039	13	49	.	.	PUNCT
ca-2039	14	1	the	the	DET
ca-2039	14	2	managers	manager	NOUN
ca-2039	14	3	of	of	ADP
ca-2039	14	4	mmp	mmp	PROPN
ca-2039	14	5	—	—	PUNCT
ca-2039	14	6	sarah	sarah	PROPN
ca-2039	14	7	,	,	PUNCT
ca-2039	14	8	a	a	DET
ca-2039	14	9	canadian	canadian	ADJ
ca-2039	14	10	,	,	PUNCT
ca-2039	14	11	and	and	CCONJ
ca-2039	14	12	miroslav	miroslav	NOUN
ca-2039	14	13	,	,	PUNCT
ca-2039	14	14	a	a	DET
ca-2039	14	15	russian	russian	NOUN
ca-2039	14	16	—	—	PUNCT
ca-2039	14	17	believed	believe	VERB
ca-2039	14	18	that	that	SCONJ
ca-2039	14	19	mapping	mapping	PROPN
ca-2039	14	20	muhimu	muhimu	PROPN
ca-2039	14	21	’s	’s	PART
ca-2039	14	22	infrastructure	infrastructure	NOUN
ca-2039	14	23	would	would	AUX
ca-2039	14	24	encourage	encourage	VERB
ca-2039	14	25	local	local	ADJ
ca-2039	14	26	political	political	ADJ
ca-2039	14	27	leaders	leader	NOUN
ca-2039	14	28	to	to	PART
ca-2039	14	29	bring	bring	VERB
ca-2039	14	30	resources	resource	NOUN
ca-2039	14	31	to	to	ADP
ca-2039	14	32	the	the	DET
ca-2039	14	33	neglected	neglect	VERB
ca-2039	14	34	area	area	NOUN
ca-2039	14	35	.	.	PUNCT
ca-2039	15	1	if	if	SCONJ
ca-2039	15	2	muhimu	muhimu	PROPN
ca-2039	15	3	’s	’s	PART
ca-2039	15	4	resources	resource	NOUN
ca-2039	15	5	and	and	CCONJ
ca-2039	15	6	needs	need	NOUN
ca-2039	15	7	were	be	AUX
ca-2039	15	8	highlighted	highlight	VERB
ca-2039	15	9	on	on	ADP
ca-2039	15	10	digital	digital	ADJ
ca-2039	15	11	maps	map	NOUN
ca-2039	15	12	,	,	PUNCT
ca-2039	15	13	sarah	sarah	PROPN
ca-2039	15	14	and	and	CCONJ
ca-2039	15	15	miroslav	miroslav	PROPN
ca-2039	15	16	reasoned	reason	VERB
ca-2039	15	17	,	,	PUNCT
ca-2039	15	18	the	the	DET
ca-2039	15	19	neighborhood	neighborhood	NOUN
ca-2039	15	20	could	could	AUX
ca-2039	15	21	no	no	ADV
ca-2039	15	22	longer	long	ADV
ca-2039	15	23	be	be	AUX
ca-2039	15	24	ignored	ignore	VERB
ca-2039	15	25	.	.	PUNCT
ca-2039	16	1	bringing	bring	VERB
ca-2039	16	2	government	government	NOUN
ca-2039	16	3	attention	attention	NOUN
ca-2039	16	4	to	to	ADP
ca-2039	16	5	the	the	DET
ca-2039	16	6	settlement	settlement	NOUN
ca-2039	16	7	’s	’s	PART
ca-2039	16	8	well	well	ADV
ca-2039	16	9	-	-	PUNCT
ca-2039	16	10	being	being	NOUN
ca-2039	16	11	had	have	AUX
ca-2039	16	12	recently	recently	ADV
ca-2039	16	13	also	also	ADV
ca-2039	16	14	become	become	VERB
ca-2039	16	15	a	a	DET
ca-2039	16	16	means	means	NOUN
ca-2039	16	17	to	to	PART
ca-2039	16	18	ensure	ensure	VERB
ca-2039	16	19	its	its	PRON
ca-2039	16	20	survival	survival	NOUN
ca-2039	16	21	.	.	PUNCT
ca-2039	17	1	the	the	DET
ca-2039	17	2	citywide	citywide	ADJ
ca-2039	17	3	displacement	displacement	NOUN
ca-2039	17	4	of	of	ADP
ca-2039	17	5	so	so	ADV
ca-2039	17	6	-	-	PUNCT
ca-2039	17	7	called	call	VERB
ca-2039	17	8	informal	informal	ADJ
ca-2039	17	9	areas	area	NOUN
ca-2039	17	10	had	have	AUX
ca-2039	17	11	become	become	VERB
ca-2039	17	12	increasingly	increasingly	ADV
ca-2039	17	13	commonplace	commonplace	ADJ
ca-2039	17	14	as	as	SCONJ
ca-2039	17	15	kenya	kenya	PROPN
ca-2039	17	16	attempted	attempt	VERB
ca-2039	17	17	to	to	PART
ca-2039	17	18	fulfill	fulfill	VERB
ca-2039	17	19	its	its	PRON
ca-2039	17	20	ambitious	ambitious	ADJ
ca-2039	17	21	long	long	ADJ
ca-2039	17	22	-	-	PUNCT
ca-2039	17	23	term	term	NOUN
ca-2039	17	24	development	development	NOUN
ca-2039	17	25	plan	plan	NOUN
ca-2039	17	26	,	,	PUNCT
ca-2039	17	27	vision	vision	NOUN
ca-2039	17	28	2030	2030	NUM
ca-2039	17	29	,	,	PUNCT
ca-2039	17	30	which	which	PRON
ca-2039	17	31	mandated	mandate	VERB
ca-2039	17	32	infrastructural	infrastructural	ADJ
ca-2039	17	33	upgrading	upgrading	NOUN
ca-2039	17	34	(	(	PUNCT
ca-2039	17	35	dolan	dolan	PROPN
ca-2039	17	36	2012	2012	NUM
ca-2039	17	37	)	)	PUNCT
ca-2039	17	38	.	.	PUNCT
ca-2039	18	1	this	this	DET
ca-2039	18	2	plan	plan	NOUN
ca-2039	18	3	was	be	AUX
ca-2039	18	4	eerily	eerily	ADV
ca-2039	18	5	silent	silent	ADJ
ca-2039	18	6	about	about	ADP
ca-2039	18	7	nairobi	nairobi	PROPN
ca-2039	18	8	’s	’s	PART
ca-2039	18	9	settlement	settlement	NOUN
ca-2039	18	10	residents	resident	NOUN
ca-2039	18	11	,	,	PUNCT
ca-2039	18	12	who	who	PRON
ca-2039	18	13	comprised	comprise	VERB
ca-2039	18	14	more	more	ADJ
ca-2039	18	15	than	than	ADP
ca-2039	18	16	half	half	NOUN
ca-2039	18	17	of	of	ADP
ca-2039	18	18	nairobi	nairobi	PROPN
ca-2039	18	19	’s	’s	PART
ca-2039	18	20	3.1	3.1	NUM
ca-2039	18	21	million	million	NUM
ca-2039	18	22	people	people	NOUN
ca-2039	18	23	(	(	PUNCT
ca-2039	18	24	amnesty	amnesty	VERB
ca-2039	18	25	international	international	ADJ
ca-2039	18	26	2012	2012	NUM
ca-2039	18	27	)	)	PUNCT
ca-2039	18	28	.	.	PUNCT
ca-2039	19	1	during	during	ADP
ca-2039	19	2	a	a	DET
ca-2039	19	3	presentation	presentation	NOUN
ca-2039	19	4	at	at	ADP
ca-2039	19	5	the	the	DET
ca-2039	19	6	africa	africa	PROPN
ca-2039	19	7	geospatial	geospatial	PROPN
ca-2039	19	8	forum	forum	PROPN
ca-2039	19	9	,	,	PUNCT
ca-2039	19	10	an	an	DET
ca-2039	19	11	annual	annual	ADJ
ca-2039	19	12	conference	conference	NOUN
ca-2039	19	13	celebrating	celebrate	VERB
ca-2039	19	14	the	the	DET
ca-2039	19	15	past	past	ADJ
ca-2039	19	16	achievements	achievement	NOUN
ca-2039	19	17	and	and	CCONJ
ca-2039	19	18	future	future	ADJ
ca-2039	19	19	possibilities	possibility	NOUN
ca-2039	19	20	of	of	ADP
ca-2039	19	21	geospatial	geospatial	ADJ
ca-2039	19	22	technologies	technology	NOUN
ca-2039	19	23	in	in	ADP
ca-2039	19	24	areas	area	NOUN
ca-2039	19	25	of	of	ADP
ca-2039	19	26	governance	governance	NOUN
ca-2039	19	27	,	,	PUNCT
ca-2039	19	28	development	development	NOUN
ca-2039	19	29	,	,	PUNCT
ca-2039	19	30	and	and	CCONJ
ca-2039	19	31	economic	economic	ADJ
ca-2039	19	32	growth	growth	NOUN
ca-2039	19	33	on	on	ADP
ca-2039	19	34	the	the	DET
ca-2039	19	35	continent	continent	NOUN
ca-2039	19	36	,	,	PUNCT
ca-2039	19	37	then	then	ADV
ca-2039	19	38	director	director	NOUN
ca-2039	19	39	general	general	ADJ
ca-2039	19	40	of	of	ADP
ca-2039	19	41	vision	vision	NOUN
ca-2039	19	42	2030	2030	NUM
ca-2039	19	43	,	,	PUNCT
ca-2039	19	44	mugo	mugo	PROPN
ca-2039	19	45	kibati	kibati	PROPN
ca-2039	19	46	,	,	PUNCT
ca-2039	19	47	had	have	AUX
ca-2039	19	48	stated	state	VERB
ca-2039	19	49	brusquely	brusquely	ADV
ca-2039	19	50	that	that	SCONJ
ca-2039	19	51	“	"	PUNCT
ca-2039	19	52	vision	vision	NOUN
ca-2039	19	53	2030	2030	NUM
ca-2039	19	54	’s	’s	PART
ca-2039	19	55	vision	vision	NOUN
ca-2039	19	56	on	on	ADP
ca-2039	19	57	informal	informal	ADJ
ca-2039	19	58	settlements	settlement	NOUN
ca-2039	19	59	is	be	AUX
ca-2039	19	60	to	to	PART
ca-2039	19	61	get	get	AUX
ca-2039	19	62	rid	rid	VERB
ca-2039	19	63	of	of	ADP
ca-2039	19	64	them	they	PRON
ca-2039	19	65	.	.	PUNCT
ca-2039	20	1	plain	plain	ADJ
ca-2039	20	2	and	and	CCONJ
ca-2039	20	3	simple	simple	ADJ
ca-2039	20	4	.	.	PUNCT
ca-2039	20	5	”	"	PUNCT
ca-2039	21	1	but	but	CCONJ
ca-2039	21	2	what	what	PRON
ca-2039	21	3	was	be	AUX
ca-2039	21	4	“	"	PUNCT
ca-2039	21	5	plain	plain	ADJ
ca-2039	21	6	and	and	CCONJ
ca-2039	21	7	simple	simple	ADJ
ca-2039	21	8	”	"	PUNCT
ca-2039	21	9	about	about	ADP
ca-2039	21	10	erasing	erase	VERB
ca-2039	21	11	more	more	ADJ
ca-2039	21	12	than	than	ADP
ca-2039	21	13	50	50	NUM
ca-2039	21	14	percent	percent	NOUN
ca-2039	21	15	of	of	ADP
ca-2039	21	16	the	the	DET
ca-2039	21	17	bustling	bustle	VERB
ca-2039	21	18	capital	capital	NOUN
ca-2039	21	19	’s	’s	PART
ca-2039	21	20	residents	resident	NOUN
ca-2039	21	21	?	?	PUNCT
ca-2039	22	1	“	"	PUNCT
ca-2039	22	2	the	the	DET
ca-2039	22	3	whole	whole	ADJ
ca-2039	22	4	point	point	NOUN
ca-2039	22	5	of	of	ADP
ca-2039	22	6	this	this	DET
ca-2039	22	7	mapping	mapping	NOUN
ca-2039	22	8	thing	thing	NOUN
ca-2039	22	9	,	,	PUNCT
ca-2039	22	10	”	"	PUNCT
ca-2039	22	11	miroslav	miroslav	NOUN
ca-2039	22	12	told	tell	VERB
ca-2039	22	13	me	i	PRON
ca-2039	22	14	the	the	DET
ca-2039	22	15	first	first	ADJ
ca-2039	22	16	time	time	NOUN
ca-2039	22	17	we	we	PRON
ca-2039	22	18	boarded	board	VERB
ca-2039	22	19	a	a	DET
ca-2039	22	20	matatu	matatu	NOUN
ca-2039	22	21	van	van	NOUN
ca-2039	22	22	and	and	CCONJ
ca-2039	22	23	journeyed	journey	VERB
ca-2039	22	24	from	from	ADP
ca-2039	22	25	the	the	DET
ca-2039	22	26	freshly	freshly	ADV
ca-2039	22	27	tarmacked	tarmacke	VERB
ca-2039	22	28	roads	road	NOUN
ca-2039	22	29	of	of	ADP
ca-2039	22	30	nairobi	nairobi	PROPN
ca-2039	22	31	’s	’s	PART
ca-2039	22	32	central	central	ADJ
ca-2039	22	33	business	business	NOUN
ca-2039	22	34	district	district	NOUN
ca-2039	22	35	to	to	ADP
ca-2039	22	36	the	the	DET
ca-2039	22	37	potholed	potholed	ADJ
ca-2039	22	38	,	,	PUNCT
ca-2039	22	39	chaotic	chaotic	ADJ
ca-2039	22	40	eastern	eastern	ADJ
ca-2039	22	41	portion	portion	NOUN
ca-2039	22	42	of	of	ADP
ca-2039	22	43	the	the	DET
ca-2039	22	44	city	city	NOUN
ca-2039	22	45	,	,	PUNCT
ca-2039	22	46	is	be	AUX
ca-2039	22	47	“	"	PUNCT
ca-2039	22	48	to	to	PART
ca-2039	22	49	make	make	VERB
ca-2039	22	50	the	the	DET
ca-2039	22	51	invisible	invisible	ADJ
ca-2039	22	52	visible	visible	ADJ
ca-2039	22	53	.	.	PUNCT
ca-2039	22	54	”	"	PUNCT
ca-2039	23	1	political	political	ADJ
ca-2039	23	2	recognition	recognition	NOUN
ca-2039	23	3	,	,	PUNCT
ca-2039	23	4	according	accord	VERB
ca-2039	23	5	to	to	ADP
ca-2039	23	6	miroslav	miroslav	NOUN
ca-2039	23	7	,	,	PUNCT
ca-2039	23	8	followed	follow	VERB
ca-2039	23	9	from	from	ADP
ca-2039	23	10	visually	visually	ADV
ca-2039	23	11	witnessing	witness	VERB
ca-2039	23	12	data	datum	NOUN
ca-2039	23	13	about	about	ADP
ca-2039	23	14	the	the	DET
ca-2039	23	15	neighborhood	neighborhood	NOUN
ca-2039	23	16	.	.	PUNCT
ca-2039	24	1	for	for	ADP
ca-2039	24	2	mmp	mmp	PROPN
ca-2039	24	3	,	,	PUNCT
ca-2039	24	4	more	more	ADJ
ca-2039	24	5	information	information	NOUN
ca-2039	24	6	was	be	AUX
ca-2039	24	7	imagined	imagine	VERB
ca-2039	24	8	to	to	PART
ca-2039	24	9	lead	lead	VERB
ca-2039	24	10	to	to	ADP
ca-2039	24	11	more	more	ADV
ca-2039	24	12	substantial	substantial	ADJ
ca-2039	24	13	political	political	ADJ
ca-2039	24	14	engagement	engagement	NOUN
ca-2039	24	15	in	in	ADP
ca-2039	24	16	the	the	DET
ca-2039	24	17	settlement	settlement	NOUN
ca-2039	24	18	.	.	PUNCT
ca-2039	25	1	at	at	ADP
ca-2039	25	2	the	the	DET
ca-2039	25	3	time	time	NOUN
ca-2039	25	4	of	of	ADP
ca-2039	25	5	this	this	DET
ca-2039	25	6	interaction	interaction	NOUN
ca-2039	25	7	,	,	PUNCT
ca-2039	25	8	i	i	PRON
ca-2039	25	9	had	have	AUX
ca-2039	25	10	been	be	AUX
ca-2039	25	11	following	follow	VERB
ca-2039	25	12	the	the	DET
ca-2039	25	13	digital	digital	ADJ
ca-2039	25	14	mapping	mapping	NOUN
ca-2039	25	15	activities	activity	NOUN
ca-2039	25	16	of	of	ADP
ca-2039	25	17	kyale	kyale	NOUN
ca-2039	25	18	and	and	CCONJ
ca-2039	25	19	his	his	PRON
ca-2039	25	20	colleagues	colleague	NOUN
ca-2039	25	21	for	for	ADP
ca-2039	25	22	almost	almost	ADV
ca-2039	25	23	a	a	PRON
ca-2039	25	24	year	year	NOUN
ca-2039	25	25	.	.	PUNCT
ca-2039	26	1	after	after	SCONJ
ca-2039	26	2	countless	countless	ADJ
ca-2039	26	3	days	day	NOUN
ca-2039	26	4	spent	spend	VERB
ca-2039	26	5	chatting	chat	VERB
ca-2039	26	6	with	with	ADP
ca-2039	26	7	muhimu	muhimu	NOUN
ca-2039	26	8	residents	resident	NOUN
ca-2039	26	9	and	and	CCONJ
ca-2039	26	10	observing	observe	VERB
ca-2039	26	11	their	their	PRON
ca-2039	26	12	technical	technical	ADJ
ca-2039	26	13	training	training	NOUN
ca-2039	26	14	and	and	CCONJ
ca-2039	26	15	data	datum	NOUN
ca-2039	26	16	collection	collection	NOUN
ca-2039	26	17	,	,	PUNCT
ca-2039	26	18	i	i	PRON
ca-2039	26	19	had	have	AUX
ca-2039	26	20	developed	develop	VERB
ca-2039	26	21	what	what	PRON
ca-2039	26	22	i	i	PRON
ca-2039	26	23	thought	think	VERB
ca-2039	26	24	was	be	AUX
ca-2039	26	25	a	a	DET
ca-2039	26	26	solid	solid	ADJ
ca-2039	26	27	grasp	grasp	NOUN
ca-2039	26	28	of	of	ADP
ca-2039	26	29	the	the	DET
ca-2039	26	30	politics	politic	NOUN
ca-2039	26	31	of	of	ADP
ca-2039	26	32	service	service	NOUN
ca-2039	26	33	provision	provision	NOUN
ca-2039	26	34	in	in	ADP
ca-2039	26	35	the	the	DET
ca-2039	26	36	slum	slum	NOUN
ca-2039	26	37	.	.	PUNCT
ca-2039	27	1	i	i	PRON
ca-2039	27	2	thus	thus	ADV
ca-2039	27	3	interpreted	interpret	VERB
ca-2039	27	4	kyale	kyale	NOUN
ca-2039	27	5	’s	’s	PART
ca-2039	27	6	carefully	carefully	ADV
ca-2039	27	7	calibrated	calibrate	VERB
ca-2039	27	8	mapping	mapping	NOUN
ca-2039	27	9	practice	practice	NOUN
ca-2039	27	10	—	—	PUNCT
ca-2039	27	11	choosing	choose	VERB
ca-2039	27	12	to	to	PART
ca-2039	27	13	map	map	VERB
ca-2039	27	14	official	official	ADJ
ca-2039	27	15	water	water	NOUN
ca-2039	27	16	points	point	NOUN
ca-2039	27	17	,	,	PUNCT
ca-2039	27	18	while	while	SCONJ
ca-2039	27	19	deliberately	deliberately	ADV
ca-2039	27	20	leaving	leave	VERB
ca-2039	27	21	community	community	NOUN
ca-2039	27	22	ones	one	NOUN
ca-2039	27	23	undocumented	undocumente	VERB
ca-2039	27	24	—	—	PUNCT
ca-2039	27	25	as	as	ADP
ca-2039	27	26	a	a	DET
ca-2039	27	27	reflection	reflection	NOUN
ca-2039	27	28	of	of	ADP
ca-2039	27	29	his	his	PRON
ca-2039	27	30	unwillingness	unwillingness	NOUN
ca-2039	27	31	to	to	PART
ca-2039	27	32	disrupt	disrupt	VERB
ca-2039	27	33	the	the	DET
ca-2039	27	34	micropolitics	micropolitic	NOUN
ca-2039	27	35	of	of	ADP
ca-2039	27	36	slum	slum	NOUN
ca-2039	27	37	life	life	NOUN
ca-2039	27	38	and	and	CCONJ
ca-2039	27	39	invite	invite	VERB
ca-2039	27	40	unwanted	unwanted	ADJ
ca-2039	27	41	attention	attention	NOUN
ca-2039	27	42	from	from	ADP
ca-2039	27	43	the	the	DET
ca-2039	27	44	notoriously	notoriously	ADV
ca-2039	27	45	corrupt	corrupt	ADJ
ca-2039	27	46	ncwsc.1	ncwsc.1	PROPN
ca-2039	27	47	despite	despite	SCONJ
ca-2039	27	48	these	these	DET
ca-2039	27	49	selective	selective	ADJ
ca-2039	27	50	mapping	mapping	NOUN
ca-2039	27	51	practices	practice	NOUN
ca-2039	27	52	,	,	PUNCT
ca-2039	27	53	however	however	ADV
ca-2039	27	54	,	,	PUNCT
ca-2039	27	55	residents	resident	NOUN
ca-2039	27	56	consistently	consistently	ADV
ca-2039	27	57	justified	justify	VERB
ca-2039	27	58	their	their	PRON
ca-2039	27	59	work	work	NOUN
ca-2039	27	60	by	by	ADP
ca-2039	27	61	arguing	argue	VERB
ca-2039	27	62	,	,	PUNCT
ca-2039	27	63	as	as	SCONJ
ca-2039	27	64	kyale	kyale	NOUN
ca-2039	27	65	had	have	VERB
ca-2039	27	66	,	,	PUNCT
ca-2039	27	67	that	that	SCONJ
ca-2039	27	68	their	their	PRON
ca-2039	27	69	digital	digital	ADJ
ca-2039	27	70	maps	map	NOUN
ca-2039	27	71	displayed	display	VERB
ca-2039	27	72	the	the	DET
ca-2039	27	73	real	real	ADJ
ca-2039	27	74	muhimu	muhimu	NOUN
ca-2039	27	75	.	.	PUNCT
ca-2039	28	1	“	"	PUNCT
ca-2039	28	2	transparency	transparency	NOUN
ca-2039	28	3	is	be	AUX
ca-2039	28	4	a	a	DET
ca-2039	28	5	good	good	ADJ
ca-2039	28	6	thing	thing	NOUN
ca-2039	28	7	,	,	PUNCT
ca-2039	28	8	”	"	PUNCT
ca-2039	28	9	sam	sam	PROPN
ca-2039	28	10	,	,	PUNCT
ca-2039	28	11	another	another	DET
ca-2039	28	12	mapper	mapper	NOUN
ca-2039	28	13	,	,	PUNCT
ca-2039	28	14	told	tell	VERB
ca-2039	28	15	me	i	PRON
ca-2039	28	16	unequivocally	unequivocally	ADV
ca-2039	28	17	when	when	SCONJ
ca-2039	28	18	i	i	PRON
ca-2039	28	19	asked	ask	VERB
ca-2039	28	20	him	he	PRON
ca-2039	28	21	about	about	ADP
ca-2039	28	22	his	his	PRON
ca-2039	28	23	desire	desire	NOUN
ca-2039	28	24	to	to	PART
ca-2039	28	25	map	map	VERB
ca-2039	28	26	his	his	PRON
ca-2039	28	27	neighborhood	neighborhood	NOUN
ca-2039	28	28	.	.	PUNCT
ca-2039	29	1	the	the	DET
ca-2039	29	2	mappers	mapper	NOUN
ca-2039	29	3	imagined	imagine	VERB
ca-2039	29	4	that	that	SCONJ
ca-2039	29	5	the	the	DET
ca-2039	29	6	maps	map	NOUN
ca-2039	29	7	could	could	AUX
ca-2039	29	8	be	be	AUX
ca-2039	29	9	mobilized	mobilize	VERB
ca-2039	29	10	as	as	ADP
ca-2039	29	11	visual	visual	ADJ
ca-2039	29	12	evidence	evidence	NOUN
ca-2039	29	13	to	to	PART
ca-2039	29	14	counter	counter	VERB
ca-2039	29	15	negative	negative	ADJ
ca-2039	29	16	perceptions	perception	NOUN
ca-2039	29	17	that	that	PRON
ca-2039	29	18	circulated	circulate	VERB
ca-2039	29	19	about	about	ADP
ca-2039	29	20	the	the	DET
ca-2039	29	21	area	area	NOUN
ca-2039	29	22	.	.	PUNCT
ca-2039	30	1	“	"	PUNCT
ca-2039	30	2	muhimu	muhimu	PROPN
ca-2039	30	3	’s	’s	PART
ca-2039	30	4	name	name	NOUN
ca-2039	30	5	has	have	AUX
ca-2039	30	6	been	be	AUX
ca-2039	30	7	tarnished	tarnish	VERB
ca-2039	30	8	,	,	PUNCT
ca-2039	30	9	”	"	PUNCT
ca-2039	30	10	explained	explain	VERB
ca-2039	30	11	peter	peter	PROPN
ca-2039	30	12	odondo	odondo	PROPN
ca-2039	30	13	,	,	PUNCT
ca-2039	30	14	a	a	DET
ca-2039	30	15	mapper	mapper	NOUN
ca-2039	30	16	in	in	ADP
ca-2039	30	17	his	his	PRON
ca-2039	30	18	twenties	twenty	NOUN
ca-2039	30	19	.	.	PUNCT
ca-2039	31	1	“	"	PUNCT
ca-2039	31	2	most	most	ADJ
ca-2039	31	3	people	people	NOUN
ca-2039	31	4	are	be	AUX
ca-2039	31	5	afraid	afraid	ADJ
ca-2039	31	6	and	and	CCONJ
ca-2039	31	7	think	think	VERB
ca-2039	31	8	it	it	PRON
ca-2039	31	9	’s	’	VERB
ca-2039	31	10	a	a	DET
ca-2039	31	11	very	very	ADV
ca-2039	31	12	insecure	insecure	ADJ
ca-2039	31	13	place	place	NOUN
ca-2039	31	14	.	.	PUNCT
ca-2039	31	15	”	"	PUNCT
ca-2039	32	1	using	use	VERB
ca-2039	32	2	the	the	DET
ca-2039	32	3	words	word	NOUN
ca-2039	32	4	real	real	ADJ
ca-2039	32	5	and	and	CCONJ
ca-2039	32	6	transparent	transparent	ADJ
ca-2039	32	7	interchangeably	interchangeably	ADV
ca-2039	32	8	to	to	PART
ca-2039	32	9	explain	explain	VERB
ca-2039	32	10	their	their	PRON
ca-2039	32	11	mapping	mapping	NOUN
ca-2039	32	12	work	work	NOUN
ca-2039	32	13	,	,	PUNCT
ca-2039	32	14	kyale	kyale	NOUN
ca-2039	32	15	and	and	CCONJ
ca-2039	32	16	his	his	PRON
ca-2039	32	17	colleagues	colleague	NOUN
ca-2039	32	18	expressed	express	VERB
ca-2039	32	19	faith	faith	NOUN
ca-2039	32	20	in	in	ADP
ca-2039	32	21	the	the	DET
ca-2039	32	22	maps	map	NOUN
ca-2039	32	23	as	as	ADP
ca-2039	32	24	unmediated	unmediated	ADJ
ca-2039	32	25	visual	visual	ADJ
ca-2039	32	26	truth	truth	NOUN
ca-2039	32	27	,	,	PUNCT
ca-2039	32	28	on	on	ADP
ca-2039	32	29	the	the	DET
ca-2039	32	30	one	one	NUM
ca-2039	32	31	hand	hand	NOUN
ca-2039	32	32	,	,	PUNCT
ca-2039	32	33	and	and	CCONJ
ca-2039	32	34	knowingly	knowingly	ADV
ca-2039	32	35	produced	produce	VERB
ca-2039	32	36	highly	highly	ADV
ca-2039	32	37	selective	selective	ADJ
ca-2039	32	38	representations	representation	NOUN
ca-2039	32	39	,	,	PUNCT
ca-2039	32	40	on	on	ADP
ca-2039	32	41	the	the	DET
ca-2039	32	42	other	other	ADJ
ca-2039	32	43	.	.	PUNCT
ca-2039	33	1	this	this	DET
ca-2039	33	2	tension	tension	NOUN
ca-2039	33	3	at	at	ADP
ca-2039	33	4	the	the	DET
ca-2039	33	5	heart	heart	NOUN
ca-2039	33	6	of	of	ADP
ca-2039	33	7	transparency	transparency	NOUN
ca-2039	33	8	discourse	discourse	NOUN
ca-2039	33	9	—	—	PUNCT
ca-2039	33	10	that	that	DET
ca-2039	33	11	revelation	revelation	NOUN
ca-2039	33	12	is	be	AUX
ca-2039	33	13	always	always	ADV
ca-2039	33	14	shadowed	shadow	VERB
ca-2039	33	15	by	by	ADP
ca-2039	33	16	concealment	concealment	NOUN
ca-2039	33	17	—	—	PUNCT
ca-2039	33	18	has	have	AUX
ca-2039	33	19	been	be	AUX
ca-2039	33	20	well	well	ADV
ca-2039	33	21	documented	document	VERB
ca-2039	33	22	by	by	ADP
ca-2039	33	23	social	social	ADJ
ca-2039	33	24	scientists	scientist	NOUN
ca-2039	33	25	(	(	PUNCT
ca-2039	33	26	strathern	strathern	NOUN
ca-2039	33	27	2000	2000	NUM
ca-2039	33	28	;	;	PUNCT
ca-2039	33	29	hetherington	hetherington	PROPN
ca-2039	33	30	2011	2011	NUM
ca-2039	33	31	;	;	PUNCT
ca-2039	33	32	mazzarella	mazzarella	PROPN
ca-2039	33	33	2006	2006	NUM
ca-2039	33	34	;	;	PUNCT
ca-2039	33	35	levine	levine	PROPN
ca-2039	33	36	2004	2004	NUM
ca-2039	33	37	;	;	PUNCT
ca-2039	33	38	maclean	maclean	PROPN
ca-2039	33	39	2014	2014	NUM
ca-2039	33	40	;	;	PUNCT
ca-2039	33	41	morris	morris	PROPN
ca-2039	33	42	2004	2004	NUM
ca-2039	33	43	)	)	PUNCT
ca-2039	33	44	.	.	PUNCT
ca-2039	34	1	less	less	ADV
ca-2039	34	2	frequently	frequently	ADV
ca-2039	34	3	considered	consider	VERB
ca-2039	34	4	,	,	PUNCT
ca-2039	34	5	however	however	ADV
ca-2039	34	6	,	,	PUNCT
ca-2039	34	7	is	be	AUX
ca-2039	34	8	how	how	SCONJ
ca-2039	34	9	transparency	transparency	NOUN
ca-2039	34	10	-	-	PUNCT
ca-2039	34	11	seeking	seek	VERB
ca-2039	34	12	practices	practice	NOUN
ca-2039	34	13	are	be	AUX
ca-2039	34	14	informed	inform	VERB
ca-2039	34	15	by	by	ADP
ca-2039	34	16	the	the	DET
ca-2039	34	17	subject	subject	ADJ
ca-2039	34	18	positions	position	NOUN
ca-2039	34	19	of	of	ADP
ca-2039	34	20	those	those	PRON
ca-2039	34	21	who	who	PRON
ca-2039	34	22	produce	produce	VERB
ca-2039	34	23	them	they	PRON
ca-2039	34	24	.	.	PUNCT
ca-2039	35	1	this	this	DET
ca-2039	35	2	issue	issue	NOUN
ca-2039	35	3	,	,	PUNCT
ca-2039	35	4	i	i	PRON
ca-2039	35	5	suggest	suggest	VERB
ca-2039	35	6	,	,	PUNCT
ca-2039	35	7	was	be	AUX
ca-2039	35	8	brought	bring	VERB
ca-2039	35	9	to	to	ADP
ca-2039	35	10	the	the	DET
ca-2039	35	11	fore	fore	NOUN
ca-2039	35	12	by	by	ADP
ca-2039	35	13	the	the	DET
ca-2039	35	14	muhimu	muhimu	NOUN
ca-2039	35	15	mappers	mapper	NOUN
ca-2039	35	16	’	'	PUNCT
ca-2039	35	17	work	work	NOUN
ca-2039	35	18	.	.	PUNCT
ca-2039	36	1	how	how	SCONJ
ca-2039	36	2	does	do	AUX
ca-2039	36	3	the	the	DET
ca-2039	36	4	mapmakers	mapmaker	NOUN
ca-2039	36	5	’	’	PART
ca-2039	36	6	status	status	NOUN
ca-2039	36	7	as	as	ADP
ca-2039	36	8	urban	urban	ADJ
ca-2039	36	9	slum	slum	PROPN
ca-2039	36	10	-	-	PUNCT
ca-2039	36	11	dwellers	dweller	NOUN
ca-2039	36	12	color	color	VERB
ca-2039	36	13	the	the	DET
ca-2039	36	14	production	production	NOUN
ca-2039	36	15	and	and	CCONJ
ca-2039	36	16	reception	reception	NOUN
ca-2039	36	17	of	of	ADP
ca-2039	36	18	the	the	DET
ca-2039	36	19	information	information	NOUN
ca-2039	36	20	they	they	PRON
ca-2039	36	21	produce?2	produce?2	VERB
ca-2039	36	22	by	by	ADP
ca-2039	36	23	bringing	bring	VERB
ca-2039	36	24	attention	attention	NOUN
ca-2039	36	25	to	to	ADP
ca-2039	36	26	a	a	DET
ca-2039	36	27	group	group	NOUN
ca-2039	36	28	of	of	ADP
ca-2039	36	29	people	people	NOUN
ca-2039	36	30	—	—	PUNCT
ca-2039	36	31	the	the	DET
ca-2039	36	32	urban	urban	ADJ
ca-2039	36	33	poor	poor	ADJ
ca-2039	36	34	—	—	PUNCT
ca-2039	36	35	not	not	PART
ca-2039	36	36	typically	typically	ADV
ca-2039	36	37	imagined	imagine	VERB
ca-2039	36	38	to	to	PART
ca-2039	36	39	be	be	AUX
ca-2039	36	40	the	the	DET
ca-2039	36	41	producers	producer	NOUN
ca-2039	36	42	of	of	ADP
ca-2039	36	43	either	either	CCONJ
ca-2039	36	44	technology	technology	NOUN
ca-2039	36	45	or	or	CCONJ
ca-2039	36	46	transparency	transparency	NOUN
ca-2039	36	47	,	,	PUNCT
ca-2039	36	48	i	i	PRON
ca-2039	36	49	uncover	uncover	VERB
ca-2039	36	50	an	an	DET
ca-2039	36	51	irreconcilable	irreconcilable	ADJ
ca-2039	36	52	contradiction	contradiction	NOUN
ca-2039	36	53	at	at	ADP
ca-2039	36	54	the	the	DET
ca-2039	36	55	heart	heart	NOUN
ca-2039	36	56	of	of	ADP
ca-2039	36	57	the	the	DET
ca-2039	36	58	mapmakers	mapmaker	NOUN
ca-2039	36	59	’	’	PART
ca-2039	36	60	sociotechnical	sociotechnical	ADJ
ca-2039	36	61	engagements	engagement	NOUN
ca-2039	36	62	:	:	PUNCT
ca-2039	36	63	while	while	SCONJ
ca-2039	36	64	mappers	mapper	NOUN
ca-2039	36	65	like	like	ADP
ca-2039	36	66	kyale	kyale	NOUN
ca-2039	36	67	attempted	attempt	VERB
ca-2039	36	68	to	to	PART
ca-2039	36	69	strategically	strategically	ADV
ca-2039	36	70	produce	produce	VERB
ca-2039	36	71	and	and	CCONJ
ca-2039	36	72	document	document	VERB
ca-2039	36	73	transparent	transparent	ADJ
ca-2039	36	74	representations	representation	NOUN
ca-2039	36	75	,	,	PUNCT
ca-2039	36	76	they	they	PRON
ca-2039	36	77	first	first	ADV
ca-2039	36	78	had	have	VERB
ca-2039	36	79	to	to	PART
ca-2039	36	80	prove	prove	VERB
ca-2039	36	81	they	they	PRON
ca-2039	36	82	had	have	VERB
ca-2039	36	83	the	the	DET
ca-2039	36	84	authority	authority	NOUN
ca-2039	36	85	to	to	PART
ca-2039	36	86	do	do	AUX
ca-2039	36	87	so	so	ADV
ca-2039	36	88	.	.	PUNCT
ca-2039	37	1	the	the	DET
ca-2039	37	2	mappers	mapper	NOUN
ca-2039	37	3	thus	thus	ADV
ca-2039	37	4	struggled	struggle	VERB
ca-2039	37	5	to	to	PART
ca-2039	37	6	commensurate	commensurate	VERB
ca-2039	37	7	two	two	NUM
ca-2039	37	8	desires	desire	NOUN
ca-2039	37	9	:	:	PUNCT
ca-2039	37	10	first	first	ADV
ca-2039	37	11	,	,	PUNCT
ca-2039	37	12	to	to	PART
ca-2039	37	13	be	be	AUX
ca-2039	37	14	recognized	recognize	VERB
ca-2039	37	15	as	as	ADP
ca-2039	37	16	kenyan	kenyan	ADJ
ca-2039	37	17	citizens	citizen	NOUN
ca-2039	37	18	in	in	ADP
ca-2039	37	19	the	the	DET
ca-2039	37	20	face	face	NOUN
ca-2039	37	21	of	of	ADP
ca-2039	37	22	social	social	ADJ
ca-2039	37	23	and	and	CCONJ
ca-2039	37	24	political	political	ADJ
ca-2039	37	25	exclusion	exclusion	NOUN
ca-2039	37	26	,	,	PUNCT
ca-2039	37	27	and	and	CCONJ
ca-2039	37	28	second	second	ADJ
ca-2039	37	29	,	,	PUNCT
ca-2039	37	30	to	to	PART
ca-2039	37	31	be	be	AUX
ca-2039	37	32	recognized	recognize	VERB
ca-2039	37	33	as	as	ADP
ca-2039	37	34	technical	technical	ADJ
ca-2039	37	35	experts	expert	NOUN
ca-2039	37	36	,	,	PUNCT
ca-2039	37	37	whose	whose	DET
ca-2039	37	38	work	work	NOUN
ca-2039	37	39	was	be	AUX
ca-2039	37	40	legitimated	legitimate	VERB
ca-2039	37	41	only	only	ADV
ca-2039	37	42	when	when	SCONJ
ca-2039	37	43	the	the	DET
ca-2039	37	44	maps	map	NOUN
ca-2039	37	45	superseded	supersede	VERB
ca-2039	37	46	the	the	DET
ca-2039	37	47	presence	presence	NOUN
ca-2039	37	48	of	of	ADP
ca-2039	37	49	those	those	PRON
ca-2039	37	50	who	who	PRON
ca-2039	37	51	produced	produce	VERB
ca-2039	37	52	them	they	PRON
ca-2039	37	53	.	.	PUNCT
ca-2039	38	1	the	the	DET
ca-2039	38	2	mappers	mapper	NOUN
ca-2039	38	3	,	,	PUNCT
ca-2039	38	4	i	i	PRON
ca-2039	38	5	argue	argue	VERB
ca-2039	38	6	,	,	PUNCT
ca-2039	38	7	aimed	aim	VERB
ca-2039	38	8	to	to	PART
ca-2039	38	9	be	be	AUX
ca-2039	38	10	visible	visible	ADJ
ca-2039	38	11	and	and	CCONJ
ca-2039	38	12	invisible	invisible	ADJ
ca-2039	38	13	at	at	ADP
ca-2039	38	14	the	the	DET
ca-2039	38	15	same	same	ADJ
ca-2039	38	16	time	time	NOUN
ca-2039	38	17	.	.	PUNCT
ca-2039	39	1	how	how	SCONJ
ca-2039	39	2	were	be	AUX
ca-2039	39	3	these	these	DET
ca-2039	39	4	incommensurable	incommensurable	ADJ
ca-2039	39	5	desires	desire	NOUN
ca-2039	39	6	shaped	shape	VERB
ca-2039	39	7	through	through	ADP
ca-2039	39	8	mapmakers	mapmaker	NOUN
ca-2039	39	9	’	'	PUNCT
ca-2039	39	10	engagements	engagement	NOUN
ca-2039	39	11	with	with	ADP
ca-2039	39	12	geospatial	geospatial	ADJ
ca-2039	39	13	technologies	technology	NOUN
ca-2039	39	14	?	?	PUNCT
ca-2039	40	1	and	and	CCONJ
ca-2039	40	2	what	what	PRON
ca-2039	40	3	new	new	ADJ
ca-2039	40	4	aspirations	aspiration	NOUN
ca-2039	40	5	and	and	CCONJ
ca-2039	40	6	anxieties	anxiety	NOUN
ca-2039	40	7	were	be	AUX
ca-2039	40	8	produced	produce	VERB
ca-2039	40	9	in	in	ADP
ca-2039	40	10	and	and	CCONJ
ca-2039	40	11	through	through	ADP
ca-2039	40	12	mapmakers	mapmaker	NOUN
ca-2039	40	13	’	'	PUNCT
ca-2039	40	14	attempts	attempt	VERB
ca-2039	40	15	to	to	PART
ca-2039	40	16	establish	establish	VERB
ca-2039	40	17	belonging	belong	VERB
ca-2039	40	18	in	in	ADP
ca-2039	40	19	silicon	silicon	NOUN
ca-2039	40	20	savannah	savannah	PROPN
ca-2039	40	21	,	,	PUNCT
ca-2039	40	22	a	a	DET
ca-2039	40	23	term	term	NOUN
ca-2039	40	24	widely	widely	ADV
ca-2039	40	25	used	use	VERB
ca-2039	40	26	in	in	ADP
ca-2039	40	27	kenya	kenya	PROPN
ca-2039	40	28	and	and	CCONJ
ca-2039	40	29	beyond	beyond	ADP
ca-2039	40	30	to	to	PART
ca-2039	40	31	position	position	VERB
ca-2039	40	32	the	the	DET
ca-2039	40	33	country	country	NOUN
ca-2039	40	34	’s	’s	PART
ca-2039	40	35	information	information	NOUN
ca-2039	40	36	and	and	CCONJ
ca-2039	40	37	communications	communication	NOUN
ca-2039	40	38	technologies	technology	NOUN
ca-2039	40	39	(	(	PUNCT
ca-2039	40	40	ict	ict	NOUN
ca-2039	40	41	)	)	PUNCT
ca-2039	40	42	sector	sector	NOUN
ca-2039	40	43	as	as	ADP
ca-2039	40	44	the	the	DET
ca-2039	40	45	digital	digital	ADJ
ca-2039	40	46	technology	technology	NOUN
ca-2039	40	47	epicenter	epicenter	NOUN
ca-2039	40	48	of	of	ADP
ca-2039	40	49	africa	africa	PROPN
ca-2039	40	50	writ	writ	VERB
ca-2039	40	51	large	large	ADJ
ca-2039	40	52	?	?	PUNCT
ca-2039	41	1	to	to	PART
ca-2039	41	2	answer	answer	VERB
ca-2039	41	3	these	these	DET
ca-2039	41	4	questions	question	NOUN
ca-2039	41	5	,	,	PUNCT
ca-2039	41	6	i	i	PRON
ca-2039	41	7	draw	draw	VERB
ca-2039	41	8	on	on	ADP
ca-2039	41	9	more	more	ADJ
ca-2039	41	10	than	than	ADP
ca-2039	41	11	two	two	NUM
ca-2039	41	12	years	year	NOUN
ca-2039	41	13	of	of	ADP
ca-2039	41	14	ethnographic	ethnographic	ADJ
ca-2039	41	15	research	research	NOUN
ca-2039	41	16	on	on	ADP
ca-2039	41	17	nairobi	nairobi	PROPN
ca-2039	41	18	’s	’s	PART
ca-2039	41	19	emergent	emergent	ADJ
ca-2039	41	20	digital	digital	ADJ
ca-2039	41	21	technology	technology	NOUN
ca-2039	41	22	sector	sector	NOUN
ca-2039	41	23	.	.	PUNCT
ca-2039	42	1	specifically	specifically	ADV
ca-2039	42	2	,	,	PUNCT
ca-2039	42	3	this	this	DET
ca-2039	42	4	article	article	NOUN
ca-2039	42	5	focuses	focus	VERB
ca-2039	42	6	on	on	ADP
ca-2039	42	7	the	the	DET
ca-2039	42	8	desires	desire	NOUN
ca-2039	42	9	and	and	CCONJ
ca-2039	42	10	practices	practice	NOUN
ca-2039	42	11	of	of	ADP
ca-2039	42	12	a	a	DET
ca-2039	42	13	group	group	NOUN
ca-2039	42	14	of	of	ADP
ca-2039	42	15	slum	slum	NOUN
ca-2039	42	16	-	-	PUNCT
ca-2039	42	17	dwellers	dweller	NOUN
ca-2039	42	18	who	who	PRON
ca-2039	42	19	showed	show	VERB
ca-2039	42	20	enthusiasm	enthusiasm	NOUN
ca-2039	42	21	for	for	ADP
ca-2039	42	22	geospatial	geospatial	ADJ
ca-2039	42	23	technologies	technology	NOUN
ca-2039	42	24	,	,	PUNCT
ca-2039	42	25	which	which	PRON
ca-2039	42	26	led	lead	VERB
ca-2039	42	27	them	they	PRON
ca-2039	42	28	to	to	PART
ca-2039	42	29	join	join	VERB
ca-2039	42	30	mmp	mmp	PROPN
ca-2039	42	31	.	.	PUNCT
ca-2039	43	1	i	i	PRON
ca-2039	43	2	explore	explore	VERB
ca-2039	43	3	how	how	SCONJ
ca-2039	43	4	,	,	PUNCT
ca-2039	43	5	through	through	ADP
ca-2039	43	6	making	make	VERB
ca-2039	43	7	their	their	PRON
ca-2039	43	8	neighborhood	neighborhood	NOUN
ca-2039	43	9	visible	visible	ADJ
ca-2039	43	10	through	through	ADP
ca-2039	43	11	digital	digital	ADJ
ca-2039	43	12	mapping	mapping	NOUN
ca-2039	43	13	work	work	NOUN
ca-2039	43	14	,	,	PUNCT
ca-2039	43	15	the	the	DET
ca-2039	43	16	mappers	mapper	NOUN
ca-2039	43	17	also	also	ADV
ca-2039	43	18	attempted	attempt	VERB
ca-2039	43	19	to	to	PART
ca-2039	43	20	make	make	VERB
ca-2039	43	21	themselves	themselves	PRON
ca-2039	43	22	visible	visible	ADJ
ca-2039	43	23	as	as	ADP
ca-2039	43	24	technical	technical	ADJ
ca-2039	43	25	experts	expert	NOUN
ca-2039	43	26	.	.	PUNCT
ca-2039	44	1	in	in	ADP
ca-2039	44	2	this	this	DET
ca-2039	44	3	sense	sense	NOUN
ca-2039	44	4	,	,	PUNCT
ca-2039	44	5	making	make	VERB
ca-2039	44	6	their	their	PRON
ca-2039	44	7	physical	physical	ADJ
ca-2039	44	8	location	location	NOUN
ca-2039	44	9	(	(	PUNCT
ca-2039	44	10	muhimu	muhimu	PROPN
ca-2039	44	11	)	)	PUNCT
ca-2039	44	12	known	know	VERB
ca-2039	44	13	through	through	ADP
ca-2039	44	14	mapping	mapping	NOUN
ca-2039	44	15	became	become	VERB
ca-2039	44	16	a	a	DET
ca-2039	44	17	strategy	strategy	NOUN
ca-2039	44	18	to	to	PART
ca-2039	44	19	change	change	VERB
ca-2039	44	20	their	their	PRON
ca-2039	44	21	social	social	ADJ
ca-2039	44	22	location:3	location:3	NOUN
ca-2039	44	23	as	as	SCONJ
ca-2039	44	24	their	their	PRON
ca-2039	44	25	neighborhood	neighborhood	NOUN
ca-2039	44	26	became	became	AUX
ca-2039	44	27	legitimized	legitimize	VERB
ca-2039	44	28	,	,	PUNCT
ca-2039	44	29	so	so	ADV
ca-2039	44	30	did	do	VERB
ca-2039	44	31	they	they	PRON
ca-2039	44	32	themselves	themselves	PRON
ca-2039	44	33	.	.	PUNCT
ca-2039	45	1	i	i	PRON
ca-2039	45	2	thus	thus	ADV
ca-2039	45	3	suggest	suggest	VERB
ca-2039	45	4	that	that	SCONJ
ca-2039	45	5	while	while	SCONJ
ca-2039	45	6	the	the	DET
ca-2039	45	7	goals	goal	NOUN
ca-2039	45	8	of	of	ADP
ca-2039	45	9	muhimu	muhimu	PROPN
ca-2039	45	10	’s	’s	PART
ca-2039	45	11	technologically	technologically	ADV
ca-2039	45	12	savvy	savvy	ADJ
ca-2039	45	13	residents	resident	NOUN
ca-2039	45	14	were	be	AUX
ca-2039	45	15	partly	partly	ADV
ca-2039	45	16	strategic	strategic	ADJ
ca-2039	45	17	—	—	PUNCT
ca-2039	45	18	that	that	ADV
ca-2039	45	19	is	is	ADV
ca-2039	45	20	,	,	PUNCT
ca-2039	45	21	they	they	PRON
ca-2039	45	22	were	be	AUX
ca-2039	45	23	careful	careful	ADJ
ca-2039	45	24	not	not	PART
ca-2039	45	25	to	to	PART
ca-2039	45	26	expose	expose	VERB
ca-2039	45	27	features	feature	NOUN
ca-2039	45	28	like	like	ADP
ca-2039	45	29	community	community	NOUN
ca-2039	45	30	water	water	NOUN
ca-2039	45	31	points	point	NOUN
ca-2039	45	32	that	that	PRON
ca-2039	45	33	might	might	AUX
ca-2039	45	34	cause	cause	VERB
ca-2039	45	35	internal	internal	ADJ
ca-2039	45	36	conflict	conflict	NOUN
ca-2039	45	37	in	in	ADP
ca-2039	45	38	their	their	PRON
ca-2039	45	39	neighborhood	neighborhood	NOUN
ca-2039	45	40	and	and	CCONJ
ca-2039	45	41	,	,	PUNCT
ca-2039	45	42	as	as	SCONJ
ca-2039	45	43	i	i	PRON
ca-2039	45	44	show	show	VERB
ca-2039	45	45	below	below	ADV
ca-2039	45	46	,	,	PUNCT
ca-2039	45	47	they	they	PRON
ca-2039	45	48	were	be	AUX
ca-2039	45	49	frequently	frequently	ADV
ca-2039	45	50	preoccupied	preoccupy	VERB
ca-2039	45	51	with	with	ADP
ca-2039	45	52	generating	generate	VERB
ca-2039	45	53	income	income	NOUN
ca-2039	45	54	—	—	PUNCT
ca-2039	45	55	these	these	DET
ca-2039	45	56	strategies	strategy	NOUN
ca-2039	45	57	were	be	AUX
ca-2039	45	58	bound	bind	VERB
ca-2039	45	59	up	up	ADP
ca-2039	45	60	with	with	ADP
ca-2039	45	61	a	a	DET
ca-2039	45	62	broader	broad	ADJ
ca-2039	45	63	desire	desire	NOUN
ca-2039	45	64	to	to	PART
ca-2039	45	65	fashion	fashion	VERB
ca-2039	45	66	an	an	DET
ca-2039	45	67	aspirational	aspirational	ADJ
ca-2039	45	68	identity	identity	NOUN
ca-2039	45	69	.	.	PUNCT
ca-2039	46	1	i	i	PRON
ca-2039	46	2	thus	thus	ADV
ca-2039	46	3	consider	consider	VERB
ca-2039	46	4	the	the	DET
ca-2039	46	5	digital	digital	ADJ
ca-2039	46	6	mapping	mapping	NOUN
ca-2039	46	7	activities	activity	NOUN
ca-2039	46	8	of	of	ADP
ca-2039	46	9	nairobi	nairobi	PROPN
ca-2039	46	10	’s	’s	PART
ca-2039	46	11	urban	urban	ADJ
ca-2039	46	12	poor	poor	ADJ
ca-2039	46	13	not	not	PART
ca-2039	46	14	as	as	ADP
ca-2039	46	15	purely	purely	ADV
ca-2039	46	16	technical	technical	ADJ
ca-2039	46	17	operations	operation	NOUN
ca-2039	46	18	aimed	aim	VERB
ca-2039	46	19	at	at	ADP
ca-2039	46	20	illuminating	illuminate	VERB
ca-2039	46	21	previously	previously	ADV
ca-2039	46	22	invisible	invisible	ADJ
ca-2039	46	23	peoples	people	NOUN
ca-2039	46	24	and	and	CCONJ
ca-2039	46	25	places	place	NOUN
ca-2039	46	26	,	,	PUNCT
ca-2039	46	27	but	but	CCONJ
ca-2039	46	28	rather	rather	ADV
ca-2039	46	29	,	,	PUNCT
ca-2039	46	30	as	as	ADP
ca-2039	46	31	sociotechnical	sociotechnical	ADJ
ca-2039	46	32	practices	practice	NOUN
ca-2039	46	33	that	that	PRON
ca-2039	46	34	produced	produce	VERB
ca-2039	46	35	subjects	subject	NOUN
ca-2039	46	36	and	and	CCONJ
ca-2039	46	37	places	place	NOUN
ca-2039	46	38	in	in	ADP
ca-2039	46	39	and	and	CCONJ
ca-2039	46	40	through	through	ADP
ca-2039	46	41	the	the	DET
ca-2039	46	42	process	process	NOUN
ca-2039	46	43	of	of	ADP
ca-2039	46	44	depicting	depict	VERB
ca-2039	46	45	them	they	PRON
ca-2039	46	46	.	.	PUNCT
ca-2039	47	1	digital	digital	ADJ
ca-2039	47	2	maps	map	NOUN
ca-2039	47	3	,	,	PUNCT
ca-2039	47	4	i	i	PRON
ca-2039	47	5	suggest	suggest	VERB
ca-2039	47	6	,	,	PUNCT
ca-2039	47	7	are	be	AUX
ca-2039	47	8	thus	thus	ADV
ca-2039	47	9	not	not	PART
ca-2039	47	10	merely	merely	ADV
ca-2039	47	11	tools	tool	NOUN
ca-2039	47	12	whose	whose	DET
ca-2039	47	13	utility	utility	NOUN
ca-2039	47	14	can	can	AUX
ca-2039	47	15	be	be	AUX
ca-2039	47	16	analyzed	analyze	VERB
ca-2039	47	17	separately	separately	ADV
ca-2039	47	18	from	from	ADP
ca-2039	47	19	the	the	DET
ca-2039	47	20	subjects	subject	NOUN
ca-2039	47	21	who	who	PRON
ca-2039	47	22	create	create	VERB
ca-2039	47	23	and	and	CCONJ
ca-2039	47	24	use	use	VERB
ca-2039	47	25	them	they	PRON
ca-2039	47	26	(	(	PUNCT
ca-2039	47	27	cf	cf	NOUN
ca-2039	47	28	.	.	PUNCT
ca-2039	47	29	de	de	X
ca-2039	47	30	bruijn	bruijn	PROPN
ca-2039	47	31	,	,	PUNCT
ca-2039	47	32	nyamnjoh	nyamnjoh	NOUN
ca-2039	47	33	,	,	PUNCT
ca-2039	47	34	and	and	CCONJ
ca-2039	47	35	brinkman	brinkman	PROPN
ca-2039	47	36	2009	2009	NUM
ca-2039	47	37	)	)	PUNCT
ca-2039	47	38	.	.	PUNCT
ca-2039	48	1	rather	rather	ADV
ca-2039	48	2	,	,	PUNCT
ca-2039	48	3	they	they	PRON
ca-2039	48	4	are	be	AUX
ca-2039	48	5	objects	object	NOUN
ca-2039	48	6	whose	whose	DET
ca-2039	48	7	meaning	meaning	NOUN
ca-2039	48	8	can	can	AUX
ca-2039	48	9	only	only	ADV
ca-2039	48	10	be	be	AUX
ca-2039	48	11	apprehended	apprehend	VERB
ca-2039	48	12	when	when	SCONJ
ca-2039	48	13	considered	consider	VERB
ca-2039	48	14	as	as	ADP
ca-2039	48	15	part	part	NOUN
ca-2039	48	16	of	of	ADP
ca-2039	48	17	a	a	DET
ca-2039	48	18	broader	broad	ADJ
ca-2039	48	19	representational	representational	ADJ
ca-2039	48	20	economy	economy	NOUN
ca-2039	48	21	(	(	PUNCT
ca-2039	48	22	cf	cf	NOUN
ca-2039	48	23	.	.	PUNCT
ca-2039	49	1	kelty	kelty	PROPN
ca-2039	49	2	2008	2008	NUM
ca-2039	49	3	;	;	PUNCT
ca-2039	49	4	coleman	coleman	PROPN
ca-2039	49	5	2009	2009	NUM
ca-2039	49	6	;	;	PUNCT
ca-2039	49	7	keane	keane	PROPN
ca-2039	49	8	2006	2006	NUM
ca-2039	49	9	;	;	PUNCT
ca-2039	49	10	miller	miller	PROPN
ca-2039	49	11	2005	2005	NUM
ca-2039	49	12	)	)	PUNCT
ca-2039	49	13	.	.	PUNCT
ca-2039	50	1	while	while	SCONJ
ca-2039	50	2	producing	produce	VERB
ca-2039	50	3	and	and	CCONJ
ca-2039	50	4	tinkering	tinker	VERB
ca-2039	50	5	with	with	ADP
ca-2039	50	6	digital	digital	ADJ
ca-2039	50	7	maps	map	NOUN
ca-2039	50	8	cultivated	cultivate	VERB
ca-2039	50	9	aspirational	aspirational	ADJ
ca-2039	50	10	identities	identity	NOUN
ca-2039	50	11	,	,	PUNCT
ca-2039	50	12	such	such	ADJ
ca-2039	50	13	practices	practice	NOUN
ca-2039	50	14	at	at	ADP
ca-2039	50	15	the	the	DET
ca-2039	50	16	same	same	ADJ
ca-2039	50	17	time	time	NOUN
ca-2039	50	18	generated	generate	VERB
ca-2039	50	19	unease	unease	NOUN
ca-2039	50	20	,	,	PUNCT
ca-2039	50	21	as	as	SCONJ
ca-2039	50	22	the	the	DET
ca-2039	50	23	mappers	mapper	NOUN
ca-2039	50	24	feared	fear	VERB
ca-2039	50	25	that	that	SCONJ
ca-2039	50	26	they	they	PRON
ca-2039	50	27	would	would	AUX
ca-2039	50	28	be	be	AUX
ca-2039	50	29	unable	unable	ADJ
ca-2039	50	30	to	to	PART
ca-2039	50	31	adequately	adequately	ADV
ca-2039	50	32	capitalize	capitalize	VERB
ca-2039	50	33	on	on	ADP
ca-2039	50	34	the	the	DET
ca-2039	50	35	technologies	technology	NOUN
ca-2039	50	36	’	'	PUNCT
ca-2039	50	37	potential.4	potential.4	NOUN
ca-2039	50	38	residents	resident	NOUN
ca-2039	50	39	were	be	AUX
ca-2039	50	40	intensely	intensely	ADV
ca-2039	50	41	worried	worried	ADJ
ca-2039	50	42	that	that	SCONJ
ca-2039	50	43	competitors	competitor	NOUN
ca-2039	50	44	with	with	ADP
ca-2039	50	45	better	well	ADJ
ca-2039	50	46	images	image	NOUN
ca-2039	50	47	or	or	CCONJ
ca-2039	50	48	more	more	ADJ
ca-2039	50	49	professional	professional	ADJ
ca-2039	50	50	credentials	credential	NOUN
ca-2039	50	51	would	would	AUX
ca-2039	50	52	outpace	outpace	VERB
ca-2039	50	53	them	they	PRON
ca-2039	50	54	.	.	PUNCT
ca-2039	51	1	social	social	ADJ
ca-2039	51	2	scientists	scientist	NOUN
ca-2039	51	3	have	have	AUX
ca-2039	51	4	pointed	point	VERB
ca-2039	51	5	to	to	ADP
ca-2039	51	6	the	the	DET
ca-2039	51	7	socially	socially	ADV
ca-2039	51	8	and	and	CCONJ
ca-2039	51	9	politically	politically	ADV
ca-2039	51	10	generative	generative	ADJ
ca-2039	51	11	quality	quality	NOUN
ca-2039	51	12	of	of	ADP
ca-2039	51	13	mapmaking	mapmake	VERB
ca-2039	51	14	as	as	ADV
ca-2039	51	15	key	key	NOUN
ca-2039	51	16	to	to	ADP
ca-2039	51	17	the	the	DET
ca-2039	51	18	modern	modern	ADJ
ca-2039	51	19	state	state	NOUN
ca-2039	51	20	’s	’s	PART
ca-2039	51	21	consolidation	consolidation	NOUN
ca-2039	51	22	and	and	CCONJ
ca-2039	51	23	assertion	assertion	NOUN
ca-2039	51	24	of	of	ADP
ca-2039	51	25	power	power	NOUN
ca-2039	51	26	(	(	PUNCT
ca-2039	51	27	scott	scott	PROPN
ca-2039	51	28	1998	1998	NUM
ca-2039	51	29	;	;	PUNCT
ca-2039	51	30	mitchell	mitchell	PROPN
ca-2039	51	31	2002	2002	NUM
ca-2039	51	32	;	;	PUNCT
ca-2039	51	33	winichakul	winichakul	PROPN
ca-2039	51	34	1994	1994	NUM
ca-2039	51	35	;	;	PUNCT
ca-2039	51	36	anderson	anderson	PROPN
ca-2039	51	37	1991	1991	NUM
ca-2039	51	38	)	)	PUNCT
ca-2039	51	39	.	.	PUNCT
ca-2039	52	1	through	through	ADP
ca-2039	52	2	acts	act	NOUN
ca-2039	52	3	of	of	ADP
ca-2039	52	4	classification	classification	NOUN
ca-2039	52	5	and	and	CCONJ
ca-2039	52	6	quantification	quantification	NOUN
ca-2039	52	7	,	,	PUNCT
ca-2039	52	8	the	the	DET
ca-2039	52	9	colonial	colonial	ADJ
ca-2039	52	10	state	state	NOUN
ca-2039	52	11	produced	produce	VERB
ca-2039	52	12	“	"	PUNCT
ca-2039	52	13	deep	deep	ADJ
ca-2039	52	14	social	social	ADJ
ca-2039	52	15	and	and	CCONJ
ca-2039	52	16	institutional	institutional	ADJ
ca-2039	52	17	roots	root	NOUN
ca-2039	52	18	”	"	PUNCT
ca-2039	52	19	as	as	SCONJ
ca-2039	52	20	it	it	PRON
ca-2039	52	21	“	"	PUNCT
ca-2039	52	22	multiplied	multiply	VERB
ca-2039	52	23	its	its	PRON
ca-2039	52	24	size	size	NOUN
ca-2039	52	25	and	and	CCONJ
ca-2039	52	26	functions	function	NOUN
ca-2039	52	27	”	"	PUNCT
ca-2039	52	28	(	(	PUNCT
ca-2039	52	29	anderson	anderson	PROPN
ca-2039	52	30	1991	1991	NUM
ca-2039	52	31	,	,	PUNCT
ca-2039	52	32	169	169	NUM
ca-2039	52	33	)	)	PUNCT
ca-2039	52	34	.	.	PUNCT
ca-2039	53	1	indeed	indeed	ADV
ca-2039	53	2	,	,	PUNCT
ca-2039	53	3	during	during	ADP
ca-2039	53	4	the	the	DET
ca-2039	53	5	colonial	colonial	ADJ
ca-2039	53	6	era	era	NOUN
ca-2039	53	7	in	in	ADP
ca-2039	53	8	kenya	kenya	PROPN
ca-2039	53	9	,	,	PUNCT
ca-2039	53	10	the	the	DET
ca-2039	53	11	british	british	PROPN
ca-2039	53	12	used	use	VERB
ca-2039	53	13	mapmaking	mapmake	VERB
ca-2039	53	14	to	to	PART
ca-2039	53	15	regulate	regulate	VERB
ca-2039	53	16	the	the	DET
ca-2039	53	17	living	living	NOUN
ca-2039	53	18	and	and	CCONJ
ca-2039	53	19	working	working	NOUN
ca-2039	53	20	space	space	NOUN
ca-2039	53	21	of	of	ADP
ca-2039	53	22	africans	africans	PROPN
ca-2039	53	23	(	(	PUNCT
ca-2039	53	24	cooper	cooper	NOUN
ca-2039	53	25	1997	1997	NUM
ca-2039	53	26	;	;	PUNCT
ca-2039	53	27	elkins	elkins	PROPN
ca-2039	53	28	2005	2005	NUM
ca-2039	53	29	,	,	PUNCT
ca-2039	53	30	16	16	NUM
ca-2039	53	31	;	;	PUNCT
ca-2039	53	32	zelaza	zelaza	PROPN
ca-2039	53	33	1992	1992	NUM
ca-2039	53	34	)	)	PUNCT
ca-2039	53	35	.	.	PUNCT
ca-2039	54	1	today	today	NOUN
ca-2039	54	2	,	,	PUNCT
ca-2039	54	3	however	however	ADV
ca-2039	54	4	,	,	PUNCT
ca-2039	54	5	despite	despite	SCONJ
ca-2039	54	6	the	the	DET
ca-2039	54	7	kenyan	kenyan	ADJ
ca-2039	54	8	state	state	NOUN
ca-2039	54	9	’s	’s	PART
ca-2039	54	10	growing	grow	VERB
ca-2039	54	11	interest	interest	NOUN
ca-2039	54	12	in	in	ADP
ca-2039	54	13	geospatial	geospatial	ADJ
ca-2039	54	14	technologies	technology	NOUN
ca-2039	54	15	’	'	PUNCT
ca-2039	54	16	governmental	governmental	ADJ
ca-2039	54	17	potential	potential	NOUN
ca-2039	54	18	,	,	PUNCT
ca-2039	54	19	these	these	DET
ca-2039	54	20	new	new	ADJ
ca-2039	54	21	forms	form	NOUN
ca-2039	54	22	of	of	ADP
ca-2039	54	23	visualization	visualization	NOUN
ca-2039	54	24	have	have	AUX
ca-2039	54	25	thus	thus	ADV
ca-2039	54	26	far	far	ADV
ca-2039	54	27	not	not	PART
ca-2039	54	28	led	lead	VERB
ca-2039	54	29	to	to	ADP
ca-2039	54	30	new	new	ADJ
ca-2039	54	31	forms	form	NOUN
ca-2039	54	32	of	of	ADP
ca-2039	54	33	surveillance	surveillance	NOUN
ca-2039	54	34	(	(	PUNCT
ca-2039	54	35	cf	cf	NOUN
ca-2039	54	36	.	.	PUNCT
ca-2039	55	1	burchell	burchell	PROPN
ca-2039	55	2	,	,	PUNCT
ca-2039	55	3	gordon	gordon	PROPN
ca-2039	55	4	,	,	PUNCT
ca-2039	55	5	and	and	CCONJ
ca-2039	55	6	miller	miller	PROPN
ca-2039	55	7	1991	1991	NUM
ca-2039	55	8	;	;	PUNCT
ca-2039	55	9	strathern	strathern	NOUN
ca-2039	55	10	2000	2000	NUM
ca-2039	55	11	;	;	PUNCT
ca-2039	55	12	anderson	anderson	PROPN
ca-2039	55	13	1991	1991	NUM
ca-2039	55	14	)	)	PUNCT
ca-2039	55	15	.	.	PUNCT
ca-2039	56	1	rather	rather	ADV
ca-2039	56	2	,	,	PUNCT
ca-2039	56	3	digital	digital	ADJ
ca-2039	56	4	mapping	mapping	NOUN
ca-2039	56	5	technologies	technology	NOUN
ca-2039	56	6	have	have	AUX
ca-2039	56	7	been	be	AUX
ca-2039	56	8	primarily	primarily	ADV
ca-2039	56	9	used	use	VERB
ca-2039	56	10	in	in	ADP
ca-2039	56	11	citizen	citizen	NOUN
ca-2039	56	12	-	-	PUNCT
ca-2039	56	13	led	lead	VERB
ca-2039	56	14	movements	movement	NOUN
ca-2039	56	15	to	to	PART
ca-2039	56	16	counter	counter	VERB
ca-2039	56	17	existing	exist	VERB
ca-2039	56	18	versions	version	NOUN
ca-2039	56	19	of	of	ADP
ca-2039	56	20	state	state	NOUN
ca-2039	56	21	record	record	NOUN
ca-2039	56	22	keeping	keeping	NOUN
ca-2039	56	23	.	.	PUNCT
ca-2039	57	1	in	in	ADP
ca-2039	57	2	focusing	focus	VERB
ca-2039	57	3	on	on	ADP
ca-2039	57	4	how	how	SCONJ
ca-2039	57	5	digital	digital	ADJ
ca-2039	57	6	mapmaking	mapmaking	NOUN
ca-2039	57	7	was	be	AUX
ca-2039	57	8	bound	bind	VERB
ca-2039	57	9	up	up	ADP
ca-2039	57	10	with	with	ADP
ca-2039	57	11	the	the	DET
ca-2039	57	12	production	production	NOUN
ca-2039	57	13	of	of	ADP
ca-2039	57	14	personhood	personhood	NOUN
ca-2039	57	15	,	,	PUNCT
ca-2039	57	16	i	i	PRON
ca-2039	57	17	foreground	foreground	VERB
ca-2039	57	18	the	the	DET
ca-2039	57	19	ways	way	NOUN
ca-2039	57	20	in	in	ADP
ca-2039	57	21	which	which	PRON
ca-2039	57	22	subjectivity	subjectivity	NOUN
ca-2039	57	23	and	and	CCONJ
ca-2039	57	24	social	social	ADJ
ca-2039	57	25	relations	relation	NOUN
ca-2039	57	26	of	of	ADP
ca-2039	57	27	power	power	NOUN
ca-2039	57	28	inform	inform	NOUN
ca-2039	57	29	understandings	understanding	NOUN
ca-2039	57	30	of	of	ADP
ca-2039	57	31	transparency	transparency	NOUN
ca-2039	57	32	,	,	PUNCT
ca-2039	57	33	enabling	enable	VERB
ca-2039	57	34	the	the	DET
ca-2039	57	35	value	value	NOUN
ca-2039	57	36	of	of	ADP
ca-2039	57	37	information	information	NOUN
ca-2039	57	38	to	to	PART
ca-2039	57	39	shift	shift	VERB
ca-2039	57	40	.	.	PUNCT
ca-2039	58	1	the	the	DET
ca-2039	58	2	process	process	NOUN
ca-2039	58	3	through	through	ADP
ca-2039	58	4	which	which	PRON
ca-2039	58	5	mapmakers	mapmaker	NOUN
ca-2039	58	6	and	and	CCONJ
ca-2039	58	7	maps	map	NOUN
ca-2039	58	8	fashioned	fashion	VERB
ca-2039	58	9	one	one	NUM
ca-2039	58	10	another	another	PRON
ca-2039	58	11	influenced	influence	VERB
ca-2039	58	12	whether	whether	SCONJ
ca-2039	58	13	the	the	DET
ca-2039	58	14	information	information	NOUN
ca-2039	58	15	produced	produce	VERB
ca-2039	58	16	—	—	PUNCT
ca-2039	58	17	the	the	DET
ca-2039	58	18	maps	map	NOUN
ca-2039	58	19	themselves	themselves	PRON
ca-2039	58	20	—	—	PUNCT
ca-2039	58	21	would	would	AUX
ca-2039	58	22	be	be	AUX
ca-2039	58	23	interpreted	interpret	VERB
ca-2039	58	24	as	as	ADP
ca-2039	58	25	useless	useless	ADJ
ca-2039	58	26	noise	noise	NOUN
ca-2039	58	27	,	,	PUNCT
ca-2039	58	28	credible	credible	ADJ
ca-2039	58	29	data	datum	NOUN
ca-2039	58	30	,	,	PUNCT
ca-2039	58	31	or	or	CCONJ
ca-2039	58	32	something	something	PRON
ca-2039	58	33	in	in	ADP
ca-2039	58	34	between	between	ADP
ca-2039	58	35	.	.	PUNCT
ca-2039	59	1	here	here	ADV
ca-2039	59	2	,	,	PUNCT
ca-2039	59	3	pace	pace	VERB
ca-2039	59	4	the	the	DET
ca-2039	59	5	dominant	dominant	ADJ
ca-2039	59	6	narrative	narrative	NOUN
ca-2039	59	7	in	in	ADP
ca-2039	59	8	nairobi	nairobi	PROPN
ca-2039	59	9	’s	’s	PART
ca-2039	59	10	techno	techno	NOUN
ca-2039	59	11	-	-	PUNCT
ca-2039	59	12	utopian	utopian	ADJ
ca-2039	59	13	social	social	ADJ
ca-2039	59	14	world	world	NOUN
ca-2039	59	15	,	,	PUNCT
ca-2039	59	16	more	more	ADJ
ca-2039	59	17	information	information	NOUN
ca-2039	59	18	did	do	AUX
ca-2039	59	19	not	not	PART
ca-2039	59	20	lead	lead	VERB
ca-2039	59	21	to	to	ADP
ca-2039	59	22	more	more	ADJ
ca-2039	59	23	transparency	transparency	NOUN
ca-2039	59	24	(	(	PUNCT
ca-2039	59	25	cf	cf	NOUN
ca-2039	59	26	.	.	PUNCT
ca-2039	60	1	maclean	maclean	PROPN
ca-2039	60	2	2014	2014	NUM
ca-2039	60	3	;	;	PUNCT
ca-2039	60	4	hetherington	hetherington	PROPN
ca-2039	60	5	2011	2011	NUM
ca-2039	60	6	)	)	PUNCT
ca-2039	60	7	.	.	PUNCT
ca-2039	61	1	indeed	indeed	ADV
ca-2039	61	2	,	,	PUNCT
ca-2039	61	3	what	what	PRON
ca-2039	61	4	was	be	AUX
ca-2039	61	5	at	at	ADP
ca-2039	61	6	stake	stake	NOUN
ca-2039	61	7	was	be	AUX
ca-2039	61	8	the	the	DET
ca-2039	61	9	degree	degree	NOUN
ca-2039	61	10	to	to	PART
ca-2039	61	11	which	which	PRON
ca-2039	61	12	particular	particular	ADJ
ca-2039	61	13	kinds	kind	NOUN
ca-2039	61	14	of	of	ADP
ca-2039	61	15	information	information	NOUN
ca-2039	61	16	became	became	AUX
ca-2039	61	17	coded	code	VERB
ca-2039	61	18	by	by	ADP
ca-2039	61	19	various	various	ADJ
ca-2039	61	20	actors	actor	NOUN
ca-2039	61	21	as	as	ADV
ca-2039	61	22	transparent	transparent	ADJ
ca-2039	61	23	at	at	ADV
ca-2039	61	24	all	all	ADV
ca-2039	61	25	.	.	PUNCT
ca-2039	62	1	below	below	ADV
ca-2039	62	2	i	i	PRON
ca-2039	62	3	briefly	briefly	ADV
ca-2039	62	4	discuss	discuss	VERB
ca-2039	62	5	how	how	SCONJ
ca-2039	62	6	digital	digital	ADJ
ca-2039	62	7	technologies	technology	NOUN
ca-2039	62	8	came	come	VERB
ca-2039	62	9	to	to	PART
ca-2039	62	10	embody	embody	VERB
ca-2039	62	11	the	the	DET
ca-2039	62	12	shared	share	VERB
ca-2039	62	13	dreams	dream	NOUN
ca-2039	62	14	that	that	PRON
ca-2039	62	15	animated	animate	VERB
ca-2039	62	16	kenya	kenya	PROPN
ca-2039	62	17	’s	’s	PART
ca-2039	62	18	ambitious	ambitious	ADJ
ca-2039	62	19	development	development	NOUN
ca-2039	62	20	plans	plan	NOUN
ca-2039	62	21	,	,	PUNCT
ca-2039	62	22	while	while	SCONJ
ca-2039	62	23	at	at	ADP
ca-2039	62	24	the	the	DET
ca-2039	62	25	same	same	ADJ
ca-2039	62	26	time	time	NOUN
ca-2039	62	27	they	they	PRON
ca-2039	62	28	also	also	ADV
ca-2039	62	29	expressed	express	VERB
ca-2039	62	30	and	and	CCONJ
ca-2039	62	31	reproduced	reproduce	VERB
ca-2039	62	32	class	class	NOUN
ca-2039	62	33	-	-	PUNCT
ca-2039	62	34	based	base	VERB
ca-2039	62	35	hierarchies	hierarchy	NOUN
ca-2039	62	36	.	.	PUNCT
ca-2039	63	1	next	next	ADV
ca-2039	63	2	,	,	PUNCT
ca-2039	63	3	i	i	PRON
ca-2039	63	4	explore	explore	VERB
ca-2039	63	5	how	how	SCONJ
ca-2039	63	6	slum	slum	NOUN
ca-2039	63	7	-	-	PUNCT
ca-2039	63	8	dwellers	dweller	NOUN
ca-2039	63	9	themselves	themselves	PRON
ca-2039	63	10	narrated	narrate	VERB
ca-2039	63	11	the	the	DET
ca-2039	63	12	relationship	relationship	NOUN
ca-2039	63	13	between	between	ADP
ca-2039	63	14	geospatial	geospatial	ADJ
ca-2039	63	15	technologies	technology	NOUN
ca-2039	63	16	and	and	CCONJ
ca-2039	63	17	visibility	visibility	NOUN
ca-2039	63	18	to	to	PART
ca-2039	63	19	understand	understand	VERB
ca-2039	63	20	how	how	SCONJ
ca-2039	63	21	the	the	DET
ca-2039	63	22	mappers	mapper	NOUN
ca-2039	63	23	connected	connect	VERB
ca-2039	63	24	visibilization	visibilization	NOUN
ca-2039	63	25	to	to	ADP
ca-2039	63	26	the	the	DET
ca-2039	63	27	cultivation	cultivation	NOUN
ca-2039	63	28	of	of	ADP
ca-2039	63	29	expert	expert	NOUN
ca-2039	63	30	selves	self	NOUN
ca-2039	63	31	.	.	PUNCT
ca-2039	64	1	finally	finally	ADV
ca-2039	64	2	,	,	PUNCT
ca-2039	64	3	i	i	PRON
ca-2039	64	4	discuss	discuss	VERB
ca-2039	64	5	how	how	SCONJ
ca-2039	64	6	ideologies	ideology	NOUN
ca-2039	64	7	about	about	ADP
ca-2039	64	8	technology	technology	NOUN
ca-2039	64	9	,	,	PUNCT
ca-2039	64	10	transparency	transparency	NOUN
ca-2039	64	11	,	,	PUNCT
ca-2039	64	12	and	and	CCONJ
ca-2039	64	13	mediation	mediation	NOUN
ca-2039	64	14	structured	structure	VERB
ca-2039	64	15	beliefs	belief	NOUN
ca-2039	64	16	about	about	ADP
ca-2039	64	17	the	the	DET
ca-2039	64	18	maps	map	NOUN
ca-2039	64	19	and	and	CCONJ
ca-2039	64	20	mapmakers	mapmaker	NOUN
ca-2039	64	21	,	,	PUNCT
ca-2039	64	22	and	and	CCONJ
ca-2039	64	23	how	how	SCONJ
ca-2039	64	24	the	the	DET
ca-2039	64	25	symbolic	symbolic	ADJ
ca-2039	64	26	and	and	CCONJ
ca-2039	64	27	material	material	ADJ
ca-2039	64	28	qualities	quality	NOUN
ca-2039	64	29	of	of	ADP
ca-2039	64	30	the	the	DET
ca-2039	64	31	digital	digital	ADJ
ca-2039	64	32	form	form	NOUN
ca-2039	64	33	alternately	alternately	ADV
ca-2039	64	34	enabled	enable	VERB
ca-2039	64	35	and	and	CCONJ
ca-2039	64	36	challenged	challenge	VERB
ca-2039	64	37	muhimu	muhimu	PROPN
ca-2039	64	38	’s	’s	PART
ca-2039	64	39	mapmakers	mapmaker	NOUN
ca-2039	64	40	’	’	PART
ca-2039	64	41	self	self	NOUN
ca-2039	64	42	-	-	PUNCT
ca-2039	64	43	actualization	actualization	NOUN
ca-2039	64	44	.	.	PUNCT
ca-2039	65	1	fetishizing	fetishize	VERB
ca-2039	65	2	the	the	DET
ca-2039	65	3	digital	digital	NOUN
ca-2039	65	4	,	,	PUNCT
ca-2039	65	5	fetishizing	fetishize	VERB
ca-2039	65	6	the	the	DET
ca-2039	65	7	poor	poor	ADJ
ca-2039	65	8	kenya	kenya	NOUN
ca-2039	65	9	’s	’s	PART
ca-2039	65	10	flirtation	flirtation	NOUN
ca-2039	65	11	with	with	ADP
ca-2039	65	12	digital	digital	ADJ
ca-2039	65	13	technology	technology	NOUN
ca-2039	65	14	began	begin	VERB
ca-2039	65	15	in	in	ADP
ca-2039	65	16	the	the	DET
ca-2039	65	17	early	early	ADJ
ca-2039	65	18	2000s	2000s	NUM
ca-2039	65	19	,	,	PUNCT
ca-2039	65	20	after	after	SCONJ
ca-2039	65	21	the	the	DET
ca-2039	65	22	telecommunications	telecommunications	NOUN
ca-2039	65	23	sector	sector	NOUN
ca-2039	65	24	was	be	AUX
ca-2039	65	25	deregulated	deregulate	VERB
ca-2039	65	26	and	and	CCONJ
ca-2039	65	27	the	the	DET
ca-2039	65	28	country	country	NOUN
ca-2039	65	29	’s	’s	PART
ca-2039	65	30	sole	sole	ADJ
ca-2039	65	31	wireless	wireless	ADJ
ca-2039	65	32	provider	provider	NOUN
ca-2039	65	33	,	,	PUNCT
ca-2039	65	34	safaricom	safaricom	PROPN
ca-2039	65	35	,	,	PUNCT
ca-2039	65	36	morphed	morph	VERB
ca-2039	65	37	from	from	ADP
ca-2039	65	38	a	a	DET
ca-2039	65	39	state	state	NOUN
ca-2039	65	40	-	-	PUNCT
ca-2039	65	41	owned	own	VERB
ca-2039	65	42	subsidiary	subsidiary	NOUN
ca-2039	65	43	of	of	ADP
ca-2039	65	44	telkom	telkom	PROPN
ca-2039	65	45	kenya	kenya	PROPN
ca-2039	65	46	into	into	ADP
ca-2039	65	47	a	a	DET
ca-2039	65	48	private	private	ADJ
ca-2039	65	49	company	company	NOUN
ca-2039	65	50	.	.	PUNCT
ca-2039	66	1	state	state	NOUN
ca-2039	66	2	-	-	PUNCT
ca-2039	66	3	corporate	corporate	ADJ
ca-2039	66	4	partnerships	partnership	NOUN
ca-2039	66	5	,	,	PUNCT
ca-2039	66	6	which	which	PRON
ca-2039	66	7	financed	finance	VERB
ca-2039	66	8	kenya	kenya	PROPN
ca-2039	66	9	’s	’s	PART
ca-2039	66	10	first	first	ADJ
ca-2039	66	11	underwater	underwater	ADJ
ca-2039	66	12	fiber	fiber	NOUN
ca-2039	66	13	optic	optic	ADJ
ca-2039	66	14	cable	cable	NOUN
ca-2039	66	15	to	to	ADP
ca-2039	66	16	the	the	DET
ca-2039	66	17	tune	tune	NOUN
ca-2039	66	18	of	of	ADP
ca-2039	66	19	$	$	SYM
ca-2039	66	20	130	130	NUM
ca-2039	66	21	million	million	NUM
ca-2039	66	22	,	,	PUNCT
ca-2039	66	23	ensured	ensure	VERB
ca-2039	66	24	that	that	SCONJ
ca-2039	66	25	ict	ict	PROPN
ca-2039	66	26	would	would	AUX
ca-2039	66	27	become	become	VERB
ca-2039	66	28	a	a	DET
ca-2039	66	29	major	major	ADJ
ca-2039	66	30	political	political	ADJ
ca-2039	66	31	focus	focus	NOUN
ca-2039	66	32	.	.	PUNCT
ca-2039	67	1	in	in	ADP
ca-2039	67	2	the	the	DET
ca-2039	67	3	years	year	NOUN
ca-2039	67	4	after	after	ADP
ca-2039	67	5	the	the	DET
ca-2039	67	6	cable	cable	NOUN
ca-2039	67	7	’s	’s	PART
ca-2039	67	8	completion	completion	NOUN
ca-2039	67	9	in	in	ADP
ca-2039	67	10	2009	2009	NUM
ca-2039	67	11	,	,	PUNCT
ca-2039	67	12	fiber	fiber	NOUN
ca-2039	67	13	-	-	PUNCT
ca-2039	67	14	optic	optic	NOUN
ca-2039	67	15	infrastructure	infrastructure	NOUN
ca-2039	67	16	linked	link	VERB
ca-2039	67	17	kenya	kenya	NOUN
ca-2039	67	18	to	to	ADP
ca-2039	67	19	international	international	ADJ
ca-2039	67	20	communication	communication	NOUN
ca-2039	67	21	networks	network	NOUN
ca-2039	67	22	,	,	PUNCT
ca-2039	67	23	decreased	decrease	VERB
ca-2039	67	24	the	the	DET
ca-2039	67	25	price	price	NOUN
ca-2039	67	26	of	of	ADP
ca-2039	67	27	bandwidth	bandwidth	NOUN
ca-2039	67	28	,	,	PUNCT
ca-2039	67	29	and	and	CCONJ
ca-2039	67	30	drove	drive	VERB
ca-2039	67	31	foreign	foreign	ADJ
ca-2039	67	32	investment	investment	NOUN
ca-2039	67	33	.	.	PUNCT
ca-2039	68	1	with	with	ADP
ca-2039	68	2	respect	respect	NOUN
ca-2039	68	3	to	to	ADP
ca-2039	68	4	the	the	DET
ca-2039	68	5	local	local	ADJ
ca-2039	68	6	market	market	NOUN
ca-2039	68	7	,	,	PUNCT
ca-2039	68	8	safaricom	safaricom	PROPN
ca-2039	68	9	grew	grow	VERB
ca-2039	68	10	its	its	PRON
ca-2039	68	11	customer	customer	NOUN
ca-2039	68	12	base	base	NOUN
ca-2039	68	13	exponentially	exponentially	ADV
ca-2039	68	14	by	by	ADP
ca-2039	68	15	offering	offer	VERB
ca-2039	68	16	cheap	cheap	ADJ
ca-2039	68	17	mobile	mobile	ADJ
ca-2039	68	18	phone	phone	NOUN
ca-2039	68	19	packages	package	NOUN
ca-2039	68	20	and	and	CCONJ
ca-2039	68	21	an	an	DET
ca-2039	68	22	sms	sms	NOUN
ca-2039	68	23	-	-	PUNCT
ca-2039	68	24	based	base	VERB
ca-2039	68	25	money	money	NOUN
ca-2039	68	26	-	-	PUNCT
ca-2039	68	27	transfer	transfer	NOUN
ca-2039	68	28	system	system	NOUN
ca-2039	68	29	,	,	PUNCT
ca-2039	68	30	m	m	NOUN
ca-2039	68	31	-	-	NOUN
ca-2039	68	32	pesa	pesa	NOUN
ca-2039	68	33	.	.	PUNCT
ca-2039	69	1	mobile	mobile	ADJ
ca-2039	69	2	phones	phone	NOUN
ca-2039	69	3	enabled	enable	VERB
ca-2039	69	4	kenyans	kenyans	PROPN
ca-2039	69	5	to	to	PART
ca-2039	69	6	circumvent	circumvent	VERB
ca-2039	69	7	the	the	DET
ca-2039	69	8	country	country	NOUN
ca-2039	69	9	’s	’s	PART
ca-2039	69	10	limited	limited	ADJ
ca-2039	69	11	banking	banking	NOUN
ca-2039	69	12	infrastructure	infrastructure	NOUN
ca-2039	69	13	and	and	CCONJ
ca-2039	69	14	high	high	ADJ
ca-2039	69	15	transaction	transaction	NOUN
ca-2039	69	16	fees	fee	NOUN
ca-2039	69	17	that	that	PRON
ca-2039	69	18	barred	bar	VERB
ca-2039	69	19	most	most	ADJ
ca-2039	69	20	citizens	citizen	NOUN
ca-2039	69	21	access	access	NOUN
ca-2039	69	22	to	to	ADP
ca-2039	69	23	formal	formal	ADJ
ca-2039	69	24	savings	saving	NOUN
ca-2039	69	25	plans	plan	NOUN
ca-2039	69	26	.	.	PUNCT
ca-2039	70	1	safaricom	safaricom	PROPN
ca-2039	70	2	became	become	VERB
ca-2039	70	3	emblematic	emblematic	ADJ
ca-2039	70	4	of	of	ADP
ca-2039	70	5	technology	technology	NOUN
ca-2039	70	6	’s	’s	PART
ca-2039	70	7	potential	potential	NOUN
ca-2039	70	8	,	,	PUNCT
ca-2039	70	9	as	as	SCONJ
ca-2039	70	10	national	national	ADJ
ca-2039	70	11	and	and	CCONJ
ca-2039	70	12	international	international	ADJ
ca-2039	70	13	press	press	NOUN
ca-2039	70	14	praised	praise	VERB
ca-2039	70	15	the	the	DET
ca-2039	70	16	company	company	NOUN
ca-2039	70	17	for	for	ADP
ca-2039	70	18	contributing	contribute	VERB
ca-2039	70	19	to	to	ADP
ca-2039	70	20	free	free	ADJ
ca-2039	70	21	-	-	PUNCT
ca-2039	70	22	market	market	NOUN
ca-2039	70	23	economic	economic	ADJ
ca-2039	70	24	growth	growth	NOUN
ca-2039	70	25	and	and	CCONJ
ca-2039	70	26	also	also	ADV
ca-2039	70	27	helping	help	VERB
ca-2039	70	28	kenya	kenya	PROPN
ca-2039	70	29	’s	’s	PART
ca-2039	70	30	poor	poor	ADJ
ca-2039	70	31	save	save	NOUN
ca-2039	70	32	and	and	CCONJ
ca-2039	70	33	invest	invest	VERB
ca-2039	70	34	in	in	ADP
ca-2039	70	35	businesses	business	NOUN
ca-2039	70	36	.	.	PUNCT
ca-2039	71	1	in	in	ADP
ca-2039	71	2	a	a	DET
ca-2039	71	3	particularly	particularly	ADV
ca-2039	71	4	brazen	brazen	ADJ
ca-2039	71	5	statement	statement	NOUN
ca-2039	71	6	of	of	ADP
ca-2039	71	7	support	support	NOUN
ca-2039	71	8	,	,	PUNCT
ca-2039	71	9	the	the	DET
ca-2039	71	10	economist	economist	NOUN
ca-2039	71	11	(	(	PUNCT
ca-2039	71	12	2008	2008	NUM
ca-2039	71	13	)	)	PUNCT
ca-2039	71	14	went	go	VERB
ca-2039	71	15	so	so	ADV
ca-2039	71	16	far	far	ADV
ca-2039	71	17	as	as	SCONJ
ca-2039	71	18	to	to	PART
ca-2039	71	19	claim	claim	VERB
ca-2039	71	20	that	that	SCONJ
ca-2039	71	21	safaricom	safaricom	PROPN
ca-2039	71	22	had	have	AUX
ca-2039	71	23	probably	probably	ADV
ca-2039	71	24	done	do	VERB
ca-2039	71	25	“	"	PUNCT
ca-2039	71	26	more	more	ADJ
ca-2039	71	27	to	to	PART
ca-2039	71	28	help	help	VERB
ca-2039	71	29	kenya	kenya	NOUN
ca-2039	71	30	than	than	ADP
ca-2039	71	31	decades	decade	NOUN
ca-2039	71	32	of	of	ADP
ca-2039	71	33	aid	aid	NOUN
ca-2039	71	34	”	"	PUNCT
ca-2039	71	35	and	and	CCONJ
ca-2039	71	36	encouraged	encourage	VERB
ca-2039	71	37	would	would	AUX
ca-2039	71	38	-	-	PUNCT
ca-2039	71	39	be	be	AUX
ca-2039	71	40	investors	investor	NOUN
ca-2039	71	41	that	that	SCONJ
ca-2039	71	42	they	they	PRON
ca-2039	71	43	could	could	AUX
ca-2039	71	44	“	"	PUNCT
ca-2039	71	45	pay	pay	VERB
ca-2039	71	46	to	to	PART
ca-2039	71	47	bet	bet	VERB
ca-2039	71	48	on	on	ADP
ca-2039	71	49	the	the	DET
ca-2039	71	50	poor	poor	ADJ
ca-2039	71	51	.	.	PUNCT
ca-2039	71	52	”	"	PUNCT
ca-2039	71	53	stretching	stretch	VERB
ca-2039	71	54	across	across	ADP
ca-2039	71	55	182	182	NUM
ca-2039	71	56	acres	acre	NOUN
ca-2039	71	57	to	to	ADP
ca-2039	71	58	the	the	DET
ca-2039	71	59	east	east	NOUN
ca-2039	71	60	of	of	ADP
ca-2039	71	61	nairobi	nairobi	PROPN
ca-2039	71	62	’s	’s	PART
ca-2039	71	63	central	central	PROPN
ca-2039	71	64	business	business	NOUN
ca-2039	71	65	district	district	PROPN
ca-2039	71	66	,	,	PUNCT
ca-2039	71	67	muhimu	muhimu	PROPN
ca-2039	71	68	’s	’s	PART
ca-2039	71	69	land	land	NOUN
ca-2039	71	70	is	be	AUX
ca-2039	71	71	owned	own	VERB
ca-2039	71	72	partially	partially	ADV
ca-2039	71	73	by	by	ADP
ca-2039	71	74	the	the	DET
ca-2039	71	75	city	city	PROPN
ca-2039	71	76	council	council	PROPN
ca-2039	71	77	of	of	ADP
ca-2039	71	78	nairobi	nairobi	PROPN
ca-2039	71	79	and	and	CCONJ
ca-2039	71	80	the	the	DET
ca-2039	71	81	government	government	NOUN
ca-2039	71	82	of	of	ADP
ca-2039	71	83	kenya	kenya	PROPN
ca-2039	71	84	(	(	PUNCT
ca-2039	71	85	pamoja	pamoja	PROPN
ca-2039	71	86	trust	trust	PROPN
ca-2039	71	87	2009	2009	NUM
ca-2039	71	88	)	)	PUNCT
ca-2039	71	89	and	and	CCONJ
ca-2039	71	90	partially	partially	ADV
ca-2039	71	91	by	by	ADP
ca-2039	71	92	absentee	absentee	NOUN
ca-2039	71	93	landlords	landlord	NOUN
ca-2039	71	94	,	,	PUNCT
ca-2039	71	95	who	who	PRON
ca-2039	71	96	acquired	acquire	VERB
ca-2039	71	97	title	title	NOUN
ca-2039	71	98	deeds	deed	NOUN
ca-2039	71	99	under	under	ADP
ca-2039	71	100	highly	highly	ADV
ca-2039	71	101	ambiguous	ambiguous	ADJ
ca-2039	71	102	circumstances	circumstance	NOUN
ca-2039	71	103	.	.	PUNCT
ca-2039	72	1	muhimu	muhimu	PROPN
ca-2039	72	2	was	be	AUX
ca-2039	72	3	also	also	ADV
ca-2039	72	4	one	one	NUM
ca-2039	72	5	of	of	ADP
ca-2039	72	6	the	the	DET
ca-2039	72	7	worst	bad	ADJ
ca-2039	72	8	affected	affect	VERB
ca-2039	72	9	areas	area	NOUN
ca-2039	72	10	of	of	ADP
ca-2039	72	11	nairobi	nairobi	PROPN
ca-2039	72	12	during	during	ADP
ca-2039	72	13	kenya	kenya	PROPN
ca-2039	72	14	’s	’s	PART
ca-2039	72	15	2007–2008	2007–2008	NUM
ca-2039	72	16	post	post	ADJ
ca-2039	72	17	-	-	ADJ
ca-2039	72	18	election	election	NOUN
ca-2039	72	19	violence	violence	NOUN
ca-2039	72	20	,	,	PUNCT
ca-2039	72	21	owing	owe	VERB
ca-2039	72	22	to	to	ADP
ca-2039	72	23	its	its	PRON
ca-2039	72	24	large	large	ADJ
ca-2039	72	25	population	population	NOUN
ca-2039	72	26	of	of	ADP
ca-2039	72	27	unemployed	unemployed	ADJ
ca-2039	72	28	youth	youth	NOUN
ca-2039	72	29	,	,	PUNCT
ca-2039	72	30	its	its	PRON
ca-2039	72	31	history	history	NOUN
ca-2039	72	32	of	of	ADP
ca-2039	72	33	protracted	protract	VERB
ca-2039	72	34	conflicts	conflict	NOUN
ca-2039	72	35	over	over	ADP
ca-2039	72	36	scant	scant	ADJ
ca-2039	72	37	resources	resource	NOUN
ca-2039	72	38	,	,	PUNCT
ca-2039	72	39	and	and	CCONJ
ca-2039	72	40	its	its	PRON
ca-2039	72	41	high	high	ADJ
ca-2039	72	42	degree	degree	NOUN
ca-2039	72	43	of	of	ADP
ca-2039	72	44	segregated	segregated	ADJ
ca-2039	72	45	ethnic	ethnic	ADJ
ca-2039	72	46	diversity	diversity	NOUN
ca-2039	72	47	.	.	PUNCT
ca-2039	73	1	that	that	SCONJ
ca-2039	73	2	mmp	mmp	PROPN
ca-2039	73	3	chose	choose	VERB
ca-2039	73	4	muhimu	muhimu	PROPN
ca-2039	73	5	to	to	PART
ca-2039	73	6	conduct	conduct	VERB
ca-2039	73	7	its	its	PRON
ca-2039	73	8	mapping	mapping	NOUN
ca-2039	73	9	work	work	NOUN
ca-2039	73	10	was	be	AUX
ca-2039	73	11	thus	thus	ADV
ca-2039	73	12	not	not	PART
ca-2039	73	13	coincidental	coincidental	ADJ
ca-2039	73	14	;	;	PUNCT
ca-2039	73	15	alongside	alongside	ADP
ca-2039	73	16	others	other	NOUN
ca-2039	73	17	in	in	ADP
ca-2039	73	18	kenya	kenya	PROPN
ca-2039	73	19	’s	’s	PART
ca-2039	73	20	growing	grow	VERB
ca-2039	73	21	technology	technology	NOUN
ca-2039	73	22	sector	sector	NOUN
ca-2039	73	23	,	,	PUNCT
ca-2039	73	24	the	the	DET
ca-2039	73	25	organization	organization	NOUN
ca-2039	73	26	’s	’s	PART
ca-2039	73	27	founders	founder	NOUN
ca-2039	73	28	promoted	promote	VERB
ca-2039	73	29	digital	digital	ADJ
ca-2039	73	30	technology	technology	NOUN
ca-2039	73	31	,	,	PUNCT
ca-2039	73	32	with	with	ADP
ca-2039	73	33	its	its	PRON
ca-2039	73	34	supposedly	supposedly	ADV
ca-2039	73	35	neutral	neutral	ADJ
ca-2039	73	36	,	,	PUNCT
ca-2039	73	37	equalizing	equalize	VERB
ca-2039	73	38	digital	digital	ADJ
ca-2039	73	39	code	code	NOUN
ca-2039	73	40	,	,	PUNCT
ca-2039	73	41	as	as	ADP
ca-2039	73	42	a	a	DET
ca-2039	73	43	tool	tool	NOUN
ca-2039	73	44	to	to	PART
ca-2039	73	45	foster	foster	VERB
ca-2039	73	46	peace	peace	NOUN
ca-2039	73	47	and	and	CCONJ
ca-2039	73	48	pan	pan	ADJ
ca-2039	73	49	-	-	ADJ
ca-2039	73	50	ethnic	ethnic	ADJ
ca-2039	73	51	cooperation	cooperation	NOUN
ca-2039	73	52	in	in	ADP
ca-2039	73	53	the	the	DET
ca-2039	73	54	slum	slum	NOUN
ca-2039	73	55	(	(	PUNCT
ca-2039	73	56	poggiali	poggiali	PROPN
ca-2039	73	57	n.d	n.d	PROPN
ca-2039	73	58	.	.	PROPN
ca-2039	73	59	)	)	PUNCT
ca-2039	73	60	.	.	PUNCT
ca-2039	74	1	mmp	mmp	PROPN
ca-2039	74	2	was	be	AUX
ca-2039	74	3	one	one	NUM
ca-2039	74	4	of	of	ADP
ca-2039	74	5	many	many	ADJ
ca-2039	74	6	geospatial	geospatial	ADJ
ca-2039	74	7	projects	project	NOUN
ca-2039	74	8	that	that	PRON
ca-2039	74	9	emerged	emerge	VERB
ca-2039	74	10	in	in	ADP
ca-2039	74	11	nairobi	nairobi	PROPN
ca-2039	74	12	’s	’s	PART
ca-2039	74	13	informal	informal	ADJ
ca-2039	74	14	settlements	settlement	NOUN
ca-2039	74	15	after	after	ADP
ca-2039	74	16	2008	2008	NUM
ca-2039	74	17	;	;	PUNCT
ca-2039	74	18	these	these	DET
ca-2039	74	19	projects	project	NOUN
ca-2039	74	20	were	be	AUX
ca-2039	74	21	variously	variously	ADV
ca-2039	74	22	organized	organize	VERB
ca-2039	74	23	and	and	CCONJ
ca-2039	74	24	funded	fund	VERB
ca-2039	74	25	by	by	ADP
ca-2039	74	26	transnational	transnational	ADJ
ca-2039	74	27	media	medium	NOUN
ca-2039	74	28	ngos	ngo	NOUN
ca-2039	74	29	like	like	ADP
ca-2039	74	30	internews	internew	NOUN
ca-2039	74	31	,	,	PUNCT
ca-2039	74	32	international	international	ADJ
ca-2039	74	33	development	development	NOUN
ca-2039	74	34	organizations	organization	NOUN
ca-2039	74	35	like	like	ADP
ca-2039	74	36	usaid	usaid	PROPN
ca-2039	74	37	and	and	CCONJ
ca-2039	74	38	plan	plan	VERB
ca-2039	74	39	international	international	ADJ
ca-2039	74	40	,	,	PUNCT
ca-2039	74	41	educational	educational	ADJ
ca-2039	74	42	institutions	institution	NOUN
ca-2039	74	43	like	like	ADP
ca-2039	74	44	emory	emory	PROPN
ca-2039	74	45	university	university	PROPN
ca-2039	74	46	,	,	PUNCT
ca-2039	74	47	and	and	CCONJ
ca-2039	74	48	geospatial	geospatial	ADJ
ca-2039	74	49	activist	activist	NOUN
ca-2039	74	50	groups	group	NOUN
ca-2039	74	51	from	from	ADP
ca-2039	74	52	places	place	NOUN
ca-2039	74	53	as	as	ADV
ca-2039	74	54	far	far	ADV
ca-2039	74	55	afield	afield	ADV
ca-2039	74	56	as	as	ADP
ca-2039	74	57	italy	italy	PROPN
ca-2039	74	58	and	and	CCONJ
ca-2039	74	59	brazil	brazil	PROPN
ca-2039	74	60	.	.	PUNCT
ca-2039	75	1	most	most	ADJ
ca-2039	75	2	mapping	mapping	NOUN
ca-2039	75	3	projects	project	NOUN
ca-2039	75	4	were	be	AUX
ca-2039	75	5	implemented	implement	VERB
ca-2039	75	6	with	with	ADP
ca-2039	75	7	local	local	ADJ
ca-2039	75	8	partners	partner	NOUN
ca-2039	75	9	—	—	PUNCT
ca-2039	75	10	community	community	NOUN
ca-2039	75	11	health	health	NOUN
ca-2039	75	12	workers	worker	NOUN
ca-2039	75	13	and	and	CCONJ
ca-2039	75	14	organizers	organizer	NOUN
ca-2039	75	15	active	active	ADJ
ca-2039	75	16	in	in	ADP
ca-2039	75	17	the	the	DET
ca-2039	75	18	settlements.5	settlements.5	NOUN
ca-2039	75	19	maps	map	NOUN
ca-2039	75	20	are	be	AUX
ca-2039	75	21	“	"	PUNCT
ca-2039	75	22	close	close	ADJ
ca-2039	75	23	to	to	ADP
ca-2039	75	24	that	that	DET
ca-2039	75	25	internet	internet	NOUN
ca-2039	75	26	thing	thing	NOUN
ca-2039	75	27	,	,	PUNCT
ca-2039	75	28	[	[	X
ca-2039	75	29	which	which	PRON
ca-2039	75	30	]	]	PUNCT
ca-2039	75	31	people	people	NOUN
ca-2039	75	32	are	be	AUX
ca-2039	75	33	crazy	crazy	ADJ
ca-2039	75	34	about	about	ADP
ca-2039	75	35	right	right	ADV
ca-2039	75	36	now	now	ADV
ca-2039	75	37	,	,	PUNCT
ca-2039	75	38	”	"	PUNCT
ca-2039	75	39	njoroge	njoroge	NOUN
ca-2039	75	40	told	tell	VERB
ca-2039	75	41	me	i	PRON
ca-2039	75	42	,	,	PUNCT
ca-2039	75	43	trying	try	VERB
ca-2039	75	44	to	to	PART
ca-2039	75	45	explain	explain	VERB
ca-2039	75	46	why	why	SCONJ
ca-2039	75	47	mapping	mapping	NOUN
ca-2039	75	48	had	have	AUX
ca-2039	75	49	become	become	VERB
ca-2039	75	50	so	so	ADV
ca-2039	75	51	popular	popular	ADJ
ca-2039	75	52	in	in	ADP
ca-2039	75	53	muhimu	muhimu	PROPN
ca-2039	75	54	.	.	PUNCT
ca-2039	76	1	“	"	PUNCT
ca-2039	76	2	for	for	ADP
ca-2039	76	3	us	we	PRON
ca-2039	76	4	,	,	PUNCT
ca-2039	76	5	”	"	PUNCT
ca-2039	76	6	njoroge	njoroge	NOUN
ca-2039	76	7	said	say	VERB
ca-2039	76	8	,	,	PUNCT
ca-2039	76	9	speaking	speak	VERB
ca-2039	76	10	about	about	ADP
ca-2039	76	11	slum	slum	NOUN
ca-2039	76	12	-	-	PUNCT
ca-2039	76	13	dwellers	dweller	NOUN
ca-2039	76	14	like	like	ADP
ca-2039	76	15	himself	himself	PRON
ca-2039	76	16	,	,	PUNCT
ca-2039	76	17	“	"	PUNCT
ca-2039	76	18	when	when	SCONJ
ca-2039	76	19	you	you	PRON
ca-2039	76	20	see	see	VERB
ca-2039	76	21	a	a	DET
ca-2039	76	22	computer	computer	NOUN
ca-2039	76	23	,	,	PUNCT
ca-2039	76	24	you	you	PRON
ca-2039	76	25	see	see	VERB
ca-2039	76	26	english	english	PROPN
ca-2039	76	27	.	.	PUNCT
ca-2039	76	28	”	"	PUNCT
ca-2039	77	1	we	we	PRON
ca-2039	77	2	were	be	AUX
ca-2039	77	3	sitting	sit	VERB
ca-2039	77	4	in	in	ADP
ca-2039	77	5	the	the	DET
ca-2039	77	6	community	community	NOUN
ca-2039	77	7	center	center	NOUN
ca-2039	77	8	that	that	PRON
ca-2039	77	9	served	serve	VERB
ca-2039	77	10	as	as	ADP
ca-2039	77	11	the	the	DET
ca-2039	77	12	central	central	ADJ
ca-2039	77	13	gathering	gathering	NOUN
ca-2039	77	14	place	place	NOUN
ca-2039	77	15	for	for	ADP
ca-2039	77	16	mmp	mmp	PROPN
ca-2039	77	17	’s	’s	PART
ca-2039	77	18	technical	technical	ADJ
ca-2039	77	19	trainings	training	NOUN
ca-2039	77	20	and	and	CCONJ
ca-2039	77	21	organizational	organizational	ADJ
ca-2039	77	22	meetings	meeting	NOUN
ca-2039	77	23	.	.	PUNCT
ca-2039	78	1	the	the	DET
ca-2039	78	2	blips	blip	NOUN
ca-2039	78	3	and	and	CCONJ
ca-2039	78	4	bleeps	bleep	NOUN
ca-2039	78	5	of	of	ADP
ca-2039	78	6	incoming	incoming	ADJ
ca-2039	78	7	instant	instant	ADJ
ca-2039	78	8	messages	message	NOUN
ca-2039	78	9	in	in	ADP
ca-2039	78	10	the	the	DET
ca-2039	78	11	room	room	NOUN
ca-2039	78	12	next	next	ADJ
ca-2039	78	13	door	door	NOUN
ca-2039	78	14	served	serve	VERB
ca-2039	78	15	as	as	ADP
ca-2039	78	16	a	a	DET
ca-2039	78	17	fitting	fitting	ADJ
ca-2039	78	18	soundtrack	soundtrack	NOUN
ca-2039	78	19	for	for	ADP
ca-2039	78	20	his	his	PRON
ca-2039	78	21	thoughts	thought	NOUN
ca-2039	78	22	on	on	ADP
ca-2039	78	23	the	the	DET
ca-2039	78	24	symbolic	symbolic	ADJ
ca-2039	78	25	significance	significance	NOUN
ca-2039	78	26	of	of	ADP
ca-2039	78	27	digital	digital	ADJ
ca-2039	78	28	technology	technology	NOUN
ca-2039	78	29	in	in	ADP
ca-2039	78	30	the	the	DET
ca-2039	78	31	slum	slum	NOUN
ca-2039	78	32	.	.	PUNCT
ca-2039	79	1	while	while	SCONJ
ca-2039	79	2	the	the	DET
ca-2039	79	3	mappers	mapper	NOUN
ca-2039	79	4	celebrated	celebrate	VERB
ca-2039	79	5	the	the	DET
ca-2039	79	6	narrative	narrative	NOUN
ca-2039	79	7	of	of	ADP
ca-2039	79	8	technology	technology	NOUN
ca-2039	79	9	-	-	PUNCT
ca-2039	79	10	fueled	fuel	VERB
ca-2039	79	11	success	success	NOUN
ca-2039	79	12	,	,	PUNCT
ca-2039	79	13	they	they	PRON
ca-2039	79	14	also	also	ADV
ca-2039	79	15	had	have	VERB
ca-2039	79	16	to	to	PART
ca-2039	79	17	fight	fight	VERB
ca-2039	79	18	continuously	continuously	ADV
ca-2039	79	19	against	against	ADP
ca-2039	79	20	the	the	DET
ca-2039	79	21	growing	grow	VERB
ca-2039	79	22	anxiety	anxiety	NOUN
ca-2039	79	23	of	of	ADP
ca-2039	79	24	being	be	AUX
ca-2039	79	25	excised	excise	VERB
ca-2039	79	26	from	from	ADP
ca-2039	79	27	it	it	PRON
ca-2039	79	28	and	and	CCONJ
ca-2039	79	29	the	the	DET
ca-2039	79	30	persistent	persistent	ADJ
ca-2039	79	31	reality	reality	NOUN
ca-2039	79	32	that	that	SCONJ
ca-2039	79	33	they	they	PRON
ca-2039	79	34	were	be	AUX
ca-2039	79	35	not	not	PART
ca-2039	79	36	full	full	ADJ
ca-2039	79	37	participants	participant	NOUN
ca-2039	79	38	in	in	ADP
ca-2039	79	39	it	it	PRON
ca-2039	79	40	.	.	PUNCT
ca-2039	80	1	shimba	shimba	PROPN
ca-2039	80	2	technologies	technology	NOUN
ca-2039	80	3	’	'	PUNCT
ca-2039	80	4	mbugua	mbugua	NOUN
ca-2039	80	5	njihia	njihia	NOUN
ca-2039	80	6	—	—	PUNCT
ca-2039	80	7	a	a	DET
ca-2039	80	8	member	member	NOUN
ca-2039	80	9	of	of	ADP
ca-2039	80	10	kenya	kenya	PROPN
ca-2039	80	11	’s	’s	PART
ca-2039	80	12	elite	elite	ADJ
ca-2039	80	13	technology	technology	NOUN
ca-2039	80	14	sector	sector	NOUN
ca-2039	80	15	—	—	PUNCT
ca-2039	80	16	exemplified	exemplify	VERB
ca-2039	80	17	this	this	DET
ca-2039	80	18	attitude	attitude	NOUN
ca-2039	80	19	at	at	ADP
ca-2039	80	20	a	a	DET
ca-2039	80	21	presentation	presentation	NOUN
ca-2039	80	22	at	at	ADP
ca-2039	80	23	the	the	DET
ca-2039	80	24	demo	demo	NOUN
ca-2039	80	25	fall	fall	NOUN
ca-2039	80	26	2011	2011	NUM
ca-2039	80	27	conference	conference	NOUN
ca-2039	80	28	in	in	ADP
ca-2039	80	29	santa	santa	PROPN
ca-2039	80	30	clara	clara	PROPN
ca-2039	80	31	,	,	PUNCT
ca-2039	80	32	california	california	PROPN
ca-2039	80	33	.	.	PUNCT
ca-2039	81	1	he	he	PRON
ca-2039	81	2	implored	implore	VERB
ca-2039	81	3	the	the	DET
ca-2039	81	4	audience	audience	NOUN
ca-2039	81	5	to	to	PART
ca-2039	81	6	think	think	VERB
ca-2039	81	7	of	of	ADP
ca-2039	81	8	kenya	kenya	NOUN
ca-2039	81	9	as	as	ADP
ca-2039	81	10	an	an	DET
ca-2039	81	11	emerging	emerge	VERB
ca-2039	81	12	market	market	NOUN
ca-2039	81	13	that	that	PRON
ca-2039	81	14	had	have	VERB
ca-2039	81	15	different	different	ADJ
ca-2039	81	16	characteristics	characteristic	NOUN
ca-2039	81	17	from	from	ADP
ca-2039	81	18	the	the	DET
ca-2039	81	19	united	united	PROPN
ca-2039	81	20	states	states	PROPN
ca-2039	81	21	.	.	PUNCT
ca-2039	82	1	“	"	PUNCT
ca-2039	82	2	think	think	VERB
ca-2039	82	3	long	long	ADJ
ca-2039	82	4	distances	distance	NOUN
ca-2039	82	5	,	,	PUNCT
ca-2039	82	6	”	"	PUNCT
ca-2039	82	7	he	he	PRON
ca-2039	82	8	said	say	VERB
ca-2039	82	9	.	.	PUNCT
ca-2039	83	1	“	"	PUNCT
ca-2039	83	2	think	think	VERB
ca-2039	83	3	poor	poor	ADJ
ca-2039	83	4	infrastructure	infrastructure	NOUN
ca-2039	83	5	,	,	PUNCT
ca-2039	83	6	but	but	CCONJ
ca-2039	83	7	then	then	ADV
ca-2039	83	8	again	again	ADV
ca-2039	83	9	think	think	VERB
ca-2039	83	10	opportunity	opportunity	NOUN
ca-2039	83	11	”	"	PUNCT
ca-2039	83	12	(	(	PUNCT
ca-2039	83	13	njihia	njihia	ADP
ca-2039	83	14	2011	2011	NUM
ca-2039	83	15	)	)	PUNCT
ca-2039	83	16	.	.	PUNCT
ca-2039	84	1	like	like	ADP
ca-2039	84	2	the	the	DET
ca-2039	84	3	sharp	sharp	ADJ
ca-2039	84	4	business	business	NOUN
ca-2039	84	5	minds	mind	NOUN
ca-2039	84	6	at	at	ADP
ca-2039	84	7	safaricom	safaricom	PROPN
ca-2039	84	8	,	,	PUNCT
ca-2039	84	9	njihia	njihia	PROPN
ca-2039	84	10	invoked	invoke	VERB
ca-2039	84	11	the	the	DET
ca-2039	84	12	idea	idea	NOUN
ca-2039	84	13	that	that	SCONJ
ca-2039	84	14	the	the	DET
ca-2039	84	15	poor	poor	ADJ
ca-2039	84	16	could	could	AUX
ca-2039	84	17	drive	drive	VERB
ca-2039	84	18	investment	investment	NOUN
ca-2039	84	19	to	to	ADP
ca-2039	84	20	silicon	silicon	NOUN
ca-2039	84	21	savannah	savannah	PROPN
ca-2039	84	22	,	,	PUNCT
ca-2039	84	23	but	but	CCONJ
ca-2039	84	24	that	that	SCONJ
ca-2039	84	25	they	they	PRON
ca-2039	84	26	themselves	themselves	PRON
ca-2039	84	27	were	be	AUX
ca-2039	84	28	not	not	PART
ca-2039	84	29	its	its	PRON
ca-2039	84	30	authors	author	NOUN
ca-2039	84	31	.	.	PUNCT
ca-2039	85	1	rather	rather	ADV
ca-2039	85	2	,	,	PUNCT
ca-2039	85	3	they	they	PRON
ca-2039	85	4	were	be	AUX
ca-2039	85	5	stepping	stepping	ADJ
ca-2039	85	6	-	-	PUNCT
ca-2039	85	7	stones	stone	NOUN
ca-2039	85	8	to	to	ADP
ca-2039	85	9	others	other	NOUN
ca-2039	85	10	’	'	PUNCT
ca-2039	85	11	economic	economic	ADJ
ca-2039	85	12	growth	growth	NOUN
ca-2039	85	13	.	.	PUNCT
ca-2039	86	1	njihia	njihia	PROPN
ca-2039	86	2	’s	’s	PART
ca-2039	86	3	comments	comment	NOUN
ca-2039	86	4	invoke	invoke	VERB
ca-2039	86	5	a	a	DET
ca-2039	86	6	double	double	ADJ
ca-2039	86	7	instance	instance	NOUN
ca-2039	86	8	of	of	ADP
ca-2039	86	9	fetishization	fetishization	NOUN
ca-2039	86	10	:	:	PUNCT
ca-2039	86	11	of	of	ADP
ca-2039	86	12	technology	technology	NOUN
ca-2039	86	13	as	as	ADP
ca-2039	86	14	a	a	DET
ca-2039	86	15	magic	magic	ADJ
ca-2039	86	16	-	-	PUNCT
ca-2039	86	17	bullet	bullet	NOUN
ca-2039	86	18	solution	solution	NOUN
ca-2039	86	19	to	to	ADP
ca-2039	86	20	the	the	DET
ca-2039	86	21	problem	problem	NOUN
ca-2039	86	22	of	of	ADP
ca-2039	86	23	poverty	poverty	NOUN
ca-2039	86	24	and	and	CCONJ
ca-2039	86	25	infrastructural	infrastructural	ADJ
ca-2039	86	26	lack	lack	NOUN
ca-2039	86	27	,	,	PUNCT
ca-2039	86	28	and	and	CCONJ
ca-2039	86	29	also	also	ADV
ca-2039	86	30	of	of	ADP
ca-2039	86	31	the	the	DET
ca-2039	86	32	poor	poor	ADJ
ca-2039	86	33	themselves	themselves	PRON
ca-2039	86	34	as	as	ADP
ca-2039	86	35	a	a	DET
ca-2039	86	36	ground	ground	NOUN
ca-2039	86	37	on	on	ADP
ca-2039	86	38	which	which	PRON
ca-2039	86	39	technological	technological	ADJ
ca-2039	86	40	experimentation	experimentation	NOUN
ca-2039	86	41	could	could	AUX
ca-2039	86	42	best	well	ADV
ca-2039	86	43	occur	occur	VERB
ca-2039	86	44	;	;	PUNCT
ca-2039	86	45	software	software	NOUN
ca-2039	86	46	coders	coder	NOUN
ca-2039	86	47	and	and	CCONJ
ca-2039	86	48	web	web	NOUN
ca-2039	86	49	designers	designer	NOUN
ca-2039	86	50	constructed	construct	VERB
ca-2039	86	51	the	the	DET
ca-2039	86	52	poor	poor	ADJ
ca-2039	86	53	as	as	ADP
ca-2039	86	54	the	the	DET
ca-2039	86	55	constitutive	constitutive	NOUN
ca-2039	86	56	outside	outside	NOUN
ca-2039	86	57	of	of	ADP
ca-2039	86	58	kenya	kenya	PROPN
ca-2039	86	59	’s	’s	PART
ca-2039	86	60	technological	technological	ADJ
ca-2039	86	61	takeoff.6	takeoff.6	PROPN
ca-2039	86	62	their	their	PRON
ca-2039	86	63	views	view	NOUN
ca-2039	86	64	reflected	reflect	VERB
ca-2039	86	65	a	a	DET
ca-2039	86	66	tension	tension	NOUN
ca-2039	86	67	between	between	ADP
ca-2039	86	68	what	what	PRON
ca-2039	86	69	they	they	PRON
ca-2039	86	70	saw	see	VERB
ca-2039	86	71	as	as	ADP
ca-2039	86	72	the	the	DET
ca-2039	86	73	intrinsically	intrinsically	ADV
ca-2039	86	74	sociopolitically	sociopolitically	ADV
ca-2039	86	75	equalizing	equalize	VERB
ca-2039	86	76	qualities	quality	NOUN
ca-2039	86	77	of	of	ADP
ca-2039	86	78	digital	digital	ADJ
ca-2039	86	79	maps	map	NOUN
ca-2039	86	80	and	and	CCONJ
ca-2039	86	81	their	their	PRON
ca-2039	86	82	circulation	circulation	NOUN
ca-2039	86	83	in	in	ADP
ca-2039	86	84	a	a	DET
ca-2039	86	85	milieu	milieu	NOUN
ca-2039	86	86	premised	premise	VERB
ca-2039	86	87	on	on	ADP
ca-2039	86	88	free	free	ADJ
ca-2039	86	89	-	-	PUNCT
ca-2039	86	90	market	market	NOUN
ca-2039	86	91	capitalism	capitalism	NOUN
ca-2039	86	92	,	,	PUNCT
ca-2039	86	93	in	in	ADP
ca-2039	86	94	which	which	PRON
ca-2039	86	95	ethics	ethic	NOUN
ca-2039	86	96	gave	give	VERB
ca-2039	86	97	way	way	NOUN
ca-2039	86	98	to	to	ADP
ca-2039	86	99	market	market	NOUN
ca-2039	86	100	calculations	calculation	NOUN
ca-2039	86	101	.	.	PUNCT
ca-2039	87	1	in	in	ADP
ca-2039	87	2	the	the	DET
ca-2039	87	3	first	first	ADJ
ca-2039	87	4	discourse	discourse	NOUN
ca-2039	87	5	,	,	PUNCT
ca-2039	87	6	poverty	poverty	NOUN
ca-2039	87	7	was	be	AUX
ca-2039	87	8	a	a	DET
ca-2039	87	9	technical	technical	ADJ
ca-2039	87	10	problem	problem	NOUN
ca-2039	87	11	to	to	PART
ca-2039	87	12	be	be	AUX
ca-2039	87	13	solved	solve	VERB
ca-2039	87	14	,	,	PUNCT
ca-2039	87	15	while	while	SCONJ
ca-2039	87	16	in	in	ADP
ca-2039	87	17	the	the	DET
ca-2039	87	18	latter	latter	ADJ
ca-2039	87	19	it	it	PRON
ca-2039	87	20	was	be	AUX
ca-2039	87	21	an	an	DET
ca-2039	87	22	opportunity	opportunity	NOUN
ca-2039	87	23	for	for	SCONJ
ca-2039	87	24	foreign	foreign	ADJ
ca-2039	87	25	venture	venture	NOUN
ca-2039	87	26	capitalists	capitalist	NOUN
ca-2039	87	27	to	to	PART
ca-2039	87	28	grow	grow	VERB
ca-2039	87	29	their	their	PRON
ca-2039	87	30	investments	investment	NOUN
ca-2039	87	31	.	.	PUNCT
ca-2039	88	1	this	this	DET
ca-2039	88	2	discursive	discursive	ADJ
ca-2039	88	3	exclusion	exclusion	NOUN
ca-2039	88	4	of	of	ADP
ca-2039	88	5	the	the	DET
ca-2039	88	6	urban	urban	ADJ
ca-2039	88	7	poor	poor	ADJ
ca-2039	88	8	from	from	ADP
ca-2039	88	9	the	the	DET
ca-2039	88	10	realm	realm	NOUN
ca-2039	88	11	of	of	ADP
ca-2039	88	12	technological	technological	ADJ
ca-2039	88	13	production	production	NOUN
ca-2039	88	14	reflected	reflect	VERB
ca-2039	88	15	both	both	CCONJ
ca-2039	88	16	a	a	DET
ca-2039	88	17	socioeconomic	socioeconomic	ADJ
ca-2039	88	18	and	and	CCONJ
ca-2039	88	19	political	political	ADJ
ca-2039	88	20	gap	gap	NOUN
ca-2039	88	21	that	that	PRON
ca-2039	88	22	existed	exist	VERB
ca-2039	88	23	between	between	ADP
ca-2039	88	24	the	the	DET
ca-2039	88	25	epicenters	epicenter	NOUN
ca-2039	88	26	of	of	ADP
ca-2039	88	27	silicon	silicon	NOUN
ca-2039	88	28	savannah	savannah	PROPN
ca-2039	88	29	and	and	CCONJ
ca-2039	88	30	the	the	DET
ca-2039	88	31	informal	informal	ADJ
ca-2039	88	32	settlements	settlement	NOUN
ca-2039	88	33	.	.	PUNCT
ca-2039	89	1	aside	aside	ADV
ca-2039	89	2	from	from	ADP
ca-2039	89	3	the	the	DET
ca-2039	89	4	technologists	technologist	NOUN
ca-2039	89	5	who	who	PRON
ca-2039	89	6	worked	work	VERB
ca-2039	89	7	directly	directly	ADV
ca-2039	89	8	on	on	ADP
ca-2039	89	9	mapping	mapping	NOUN
ca-2039	89	10	projects	project	NOUN
ca-2039	89	11	in	in	ADP
ca-2039	89	12	the	the	DET
ca-2039	89	13	impoverished	impoverished	ADJ
ca-2039	89	14	sections	section	NOUN
ca-2039	89	15	of	of	ADP
ca-2039	89	16	nairobi	nairobi	PROPN
ca-2039	89	17	,	,	PUNCT
ca-2039	89	18	coders	coder	NOUN
ca-2039	89	19	and	and	CCONJ
ca-2039	89	20	web	web	NOUN
ca-2039	89	21	designers	designer	NOUN
ca-2039	89	22	rarely	rarely	ADV
ca-2039	89	23	(	(	PUNCT
ca-2039	89	24	if	if	SCONJ
ca-2039	89	25	ever	ever	ADV
ca-2039	89	26	)	)	PUNCT
ca-2039	89	27	engaged	engage	VERB
ca-2039	89	28	in	in	ADP
ca-2039	89	29	outreach	outreach	NOUN
ca-2039	89	30	with	with	ADP
ca-2039	89	31	nairobi	nairobi	PROPN
ca-2039	89	32	’s	’s	PART
ca-2039	89	33	urban	urban	ADJ
ca-2039	89	34	poor.7	poor.7	PROPN
ca-2039	89	35	this	this	DET
ca-2039	89	36	lack	lack	NOUN
ca-2039	89	37	of	of	ADP
ca-2039	89	38	interest	interest	NOUN
ca-2039	89	39	was	be	AUX
ca-2039	89	40	reinforced	reinforce	VERB
ca-2039	89	41	by	by	ADP
ca-2039	89	42	a	a	DET
ca-2039	89	43	material	material	ADJ
ca-2039	89	44	exclusion	exclusion	NOUN
ca-2039	89	45	.	.	PUNCT
ca-2039	90	1	nairobi	nairobi	PROPN
ca-2039	90	2	’s	’s	PART
ca-2039	90	3	technology	technology	NOUN
ca-2039	90	4	epicenter	epicenter	NOUN
ca-2039	90	5	,	,	PUNCT
ca-2039	90	6	the	the	DET
ca-2039	90	7	ihub	ihub	NOUN
ca-2039	90	8	,	,	PUNCT
ca-2039	90	9	a	a	DET
ca-2039	90	10	multilevel	multilevel	ADJ
ca-2039	90	11	coding	coding	NOUN
ca-2039	90	12	/	/	SYM
ca-2039	90	13	social	social	ADJ
ca-2039	90	14	/	/	SYM
ca-2039	90	15	event	event	NOUN
ca-2039	90	16	space	space	NOUN
ca-2039	90	17	reminiscent	reminiscent	ADJ
ca-2039	90	18	of	of	ADP
ca-2039	90	19	google	google	PROPN
ca-2039	90	20	’s	’s	PART
ca-2039	90	21	offices	office	NOUN
ca-2039	90	22	in	in	ADP
ca-2039	90	23	the	the	DET
ca-2039	90	24	united	united	PROPN
ca-2039	90	25	states	states	PROPN
ca-2039	90	26	,	,	PUNCT
ca-2039	90	27	was	be	AUX
ca-2039	90	28	located	locate	VERB
ca-2039	90	29	in	in	ADP
ca-2039	90	30	the	the	DET
ca-2039	90	31	western	western	ADJ
ca-2039	90	32	portion	portion	NOUN
ca-2039	90	33	of	of	ADP
ca-2039	90	34	the	the	DET
ca-2039	90	35	city	city	NOUN
ca-2039	90	36	in	in	ADP
ca-2039	90	37	the	the	DET
ca-2039	90	38	upper	upper	ADJ
ca-2039	90	39	-	-	PUNCT
ca-2039	90	40	middle	middle	ADJ
ca-2039	90	41	class	class	NOUN
ca-2039	90	42	neighborhood	neighborhood	NOUN
ca-2039	90	43	of	of	ADP
ca-2039	90	44	kilimani	kilimani	NOUN
ca-2039	90	45	.	.	PUNCT
ca-2039	91	1	here	here	ADV
ca-2039	91	2	,	,	PUNCT
ca-2039	91	3	technologically	technologically	ADV
ca-2039	91	4	curious	curious	ADJ
ca-2039	91	5	kenyans	kenyans	PROPN
ca-2039	91	6	were	be	AUX
ca-2039	91	7	welcome	welcome	ADJ
ca-2039	91	8	to	to	PART
ca-2039	91	9	attend	attend	VERB
ca-2039	91	10	free	free	ADJ
ca-2039	91	11	catered	catered	ADJ
ca-2039	91	12	events	event	NOUN
ca-2039	91	13	,	,	PUNCT
ca-2039	91	14	such	such	ADJ
ca-2039	91	15	as	as	ADP
ca-2039	91	16	the	the	DET
ca-2039	91	17	google	google	PROPN
ca-2039	91	18	mapping	mapping	PROPN
ca-2039	91	19	party	party	NOUN
ca-2039	91	20	,	,	PUNCT
ca-2039	91	21	where	where	SCONJ
ca-2039	91	22	participants	participant	NOUN
ca-2039	91	23	competed	compete	VERB
ca-2039	91	24	for	for	ADP
ca-2039	91	25	prizes	prize	NOUN
ca-2039	91	26	by	by	ADP
ca-2039	91	27	adding	add	VERB
ca-2039	91	28	sites	site	NOUN
ca-2039	91	29	to	to	ADP
ca-2039	91	30	kenya	kenya	PROPN
ca-2039	91	31	’s	’s	PART
ca-2039	91	32	current	current	ADJ
ca-2039	91	33	google	google	PROPN
ca-2039	91	34	map	map	NOUN
ca-2039	91	35	.	.	PUNCT
ca-2039	92	1	outside	outside	ADP
ca-2039	92	2	of	of	ADP
ca-2039	92	3	event	event	NOUN
ca-2039	92	4	times	time	NOUN
ca-2039	92	5	,	,	PUNCT
ca-2039	92	6	kenyans	kenyans	PROPN
ca-2039	92	7	could	could	AUX
ca-2039	92	8	use	use	VERB
ca-2039	92	9	the	the	DET
ca-2039	92	10	ihub	ihub	NOUN
ca-2039	92	11	’s	’s	PART
ca-2039	92	12	lightning	lightning	NOUN
ca-2039	92	13	-	-	PUNCT
ca-2039	92	14	speed	speed	NOUN
ca-2039	92	15	wireless	wireless	ADJ
ca-2039	92	16	connection	connection	NOUN
ca-2039	92	17	for	for	ADP
ca-2039	92	18	free	free	ADJ
ca-2039	92	19	.	.	PUNCT
ca-2039	93	1	kilimani	kilimani	PROPN
ca-2039	93	2	,	,	PUNCT
ca-2039	93	3	however	however	ADV
ca-2039	93	4	,	,	PUNCT
ca-2039	93	5	was	be	AUX
ca-2039	93	6	on	on	ADP
ca-2039	93	7	the	the	DET
ca-2039	93	8	other	other	ADJ
ca-2039	93	9	side	side	NOUN
ca-2039	93	10	of	of	ADP
ca-2039	93	11	the	the	DET
ca-2039	93	12	city	city	NOUN
ca-2039	93	13	from	from	ADP
ca-2039	93	14	the	the	DET
ca-2039	93	15	majority	majority	NOUN
ca-2039	93	16	of	of	ADP
ca-2039	93	17	nairobi	nairobi	PROPN
ca-2039	93	18	’s	’s	PART
ca-2039	93	19	slums	slum	NOUN
ca-2039	93	20	,	,	PUNCT
ca-2039	93	21	including	include	VERB
ca-2039	93	22	muhimu	muhimu	NOUN
ca-2039	93	23	,	,	PUNCT
ca-2039	93	24	and	and	CCONJ
ca-2039	93	25	the	the	DET
ca-2039	93	26	approximately	approximately	ADV
ca-2039	93	27	$	$	SYM
ca-2039	93	28	1	1	NUM
ca-2039	93	29	public	public	ADJ
ca-2039	93	30	transport	transport	NOUN
ca-2039	93	31	fee	fee	NOUN
ca-2039	93	32	was	be	AUX
ca-2039	93	33	prohibitively	prohibitively	ADV
ca-2039	93	34	expensive	expensive	ADJ
ca-2039	93	35	for	for	ADP
ca-2039	93	36	most	most	ADJ
ca-2039	93	37	residents	resident	NOUN
ca-2039	93	38	.	.	PUNCT
ca-2039	94	1	indeed	indeed	ADV
ca-2039	94	2	,	,	PUNCT
ca-2039	94	3	only	only	ADV
ca-2039	94	4	one	one	NUM
ca-2039	94	5	of	of	ADP
ca-2039	94	6	mmp	mmp	PROPN
ca-2039	94	7	’s	’s	PART
ca-2039	94	8	volunteers	volunteer	NOUN
ca-2039	94	9	visited	visit	VERB
ca-2039	94	10	the	the	DET
ca-2039	94	11	ihub	ihub	NOUN
ca-2039	94	12	during	during	ADP
ca-2039	94	13	my	my	PRON
ca-2039	94	14	time	time	NOUN
ca-2039	94	15	in	in	ADP
ca-2039	94	16	nairobi	nairobi	PROPN
ca-2039	94	17	.	.	PUNCT
ca-2039	95	1	despite	despite	SCONJ
ca-2039	95	2	the	the	DET
ca-2039	95	3	spirited	spirited	ADJ
ca-2039	95	4	interest	interest	NOUN
ca-2039	95	5	in	in	ADP
ca-2039	95	6	technology	technology	NOUN
ca-2039	95	7	expressed	express	VERB
ca-2039	95	8	by	by	ADP
ca-2039	95	9	settlement	settlement	NOUN
ca-2039	95	10	residents	resident	NOUN
ca-2039	95	11	,	,	PUNCT
ca-2039	95	12	and	and	CCONJ
ca-2039	95	13	the	the	DET
ca-2039	95	14	excellent	excellent	ADJ
ca-2039	95	15	technical	technical	ADJ
ca-2039	95	16	skills	skill	NOUN
ca-2039	95	17	exhibited	exhibit	VERB
ca-2039	95	18	by	by	ADP
ca-2039	95	19	many	many	ADJ
ca-2039	95	20	of	of	ADP
ca-2039	95	21	them	they	PRON
ca-2039	95	22	,	,	PUNCT
ca-2039	95	23	their	their	PRON
ca-2039	95	24	access	access	NOUN
ca-2039	95	25	to	to	ADP
ca-2039	95	26	the	the	DET
ca-2039	95	27	broader	broad	ADJ
ca-2039	95	28	community	community	NOUN
ca-2039	95	29	of	of	ADP
ca-2039	95	30	software	software	NOUN
ca-2039	95	31	coders	coder	NOUN
ca-2039	95	32	and	and	CCONJ
ca-2039	95	33	geospatial	geospatial	ADJ
ca-2039	95	34	experts	expert	NOUN
ca-2039	95	35	remained	remain	VERB
ca-2039	95	36	beyond	beyond	ADP
ca-2039	95	37	their	their	PRON
ca-2039	95	38	reach	reach	NOUN
ca-2039	95	39	.	.	PUNCT
ca-2039	96	1	the	the	DET
ca-2039	96	2	inclusive	inclusive	ADJ
ca-2039	96	3	rhetoric	rhetoric	NOUN
ca-2039	96	4	of	of	ADP
ca-2039	96	5	kenya	kenya	PROPN
ca-2039	96	6	’s	’s	PART
ca-2039	96	7	technology	technology	NOUN
ca-2039	96	8	sector	sector	NOUN
ca-2039	96	9	was	be	AUX
ca-2039	96	10	shadowed	shadow	VERB
ca-2039	96	11	by	by	ADP
ca-2039	96	12	its	its	PRON
ca-2039	96	13	own	own	ADJ
ca-2039	96	14	exclusions	exclusion	NOUN
ca-2039	96	15	.	.	PUNCT
ca-2039	97	1	“	"	PUNCT
ca-2039	97	2	you	you	PRON
ca-2039	97	3	ca	can	AUX
ca-2039	97	4	n’t	not	PART
ca-2039	97	5	just	just	ADV
ca-2039	97	6	sit	sit	VERB
ca-2039	97	7	there	there	ADV
ca-2039	97	8	because	because	SCONJ
ca-2039	97	9	everything	everything	PRON
ca-2039	97	10	is	be	AUX
ca-2039	97	11	computerized	computerize	VERB
ca-2039	97	12	”	"	PUNCT
ca-2039	97	13	the	the	DET
ca-2039	97	14	settlement	settlement	NOUN
ca-2039	97	15	residents	resident	NOUN
ca-2039	97	16	who	who	PRON
ca-2039	97	17	joined	join	VERB
ca-2039	97	18	mmp	mmp	PROPN
ca-2039	97	19	were	be	AUX
ca-2039	97	20	representative	representative	NOUN
ca-2039	97	21	of	of	ADP
ca-2039	97	22	the	the	DET
ca-2039	97	23	demographic	demographic	NOUN
ca-2039	97	24	that	that	PRON
ca-2039	97	25	generally	generally	ADV
ca-2039	97	26	joined	join	VERB
ca-2039	97	27	ngo	ngo	PROPN
ca-2039	97	28	projects	project	NOUN
ca-2039	97	29	in	in	ADP
ca-2039	97	30	their	their	PRON
ca-2039	97	31	neighborhoods	neighborhood	NOUN
ca-2039	97	32	:	:	PUNCT
ca-2039	97	33	mostly	mostly	ADV
ca-2039	97	34	male	male	ADJ
ca-2039	97	35	“	"	PUNCT
ca-2039	97	36	youth	youth	NOUN
ca-2039	97	37	”	"	PUNCT
ca-2039	97	38	(	(	PUNCT
ca-2039	97	39	aged	aged	ADJ
ca-2039	97	40	eighteen	eighteen	NUM
ca-2039	97	41	to	to	PART
ca-2039	97	42	forty	forty	NUM
ca-2039	97	43	)	)	PUNCT
ca-2039	97	44	with	with	ADP
ca-2039	97	45	good	good	ADJ
ca-2039	97	46	english	english	PROPN
ca-2039	97	47	skills	skill	NOUN
ca-2039	97	48	,	,	PUNCT
ca-2039	97	49	limited	limited	ADJ
ca-2039	97	50	domestic	domestic	ADJ
ca-2039	97	51	responsibilities	responsibility	NOUN
ca-2039	97	52	,	,	PUNCT
ca-2039	97	53	and	and	CCONJ
ca-2039	97	54	diversified	diversified	ADJ
ca-2039	97	55	sources	source	NOUN
ca-2039	97	56	of	of	ADP
ca-2039	97	57	income	income	NOUN
ca-2039	97	58	,	,	PUNCT
ca-2039	97	59	which	which	PRON
ca-2039	97	60	afforded	afford	VERB
ca-2039	97	61	them	they	PRON
ca-2039	97	62	the	the	DET
ca-2039	97	63	ability	ability	NOUN
ca-2039	97	64	to	to	PART
ca-2039	97	65	volunteer	volunteer	VERB
ca-2039	97	66	for	for	ADP
ca-2039	97	67	indeterminate	indeterminate	ADJ
ca-2039	97	68	amounts	amount	NOUN
ca-2039	97	69	of	of	ADP
ca-2039	97	70	time	time	NOUN
ca-2039	97	71	and	and	CCONJ
ca-2039	97	72	uncertain	uncertain	ADJ
ca-2039	97	73	economic	economic	ADJ
ca-2039	97	74	benefit	benefit	NOUN
ca-2039	97	75	.	.	PUNCT
ca-2039	98	1	michael	michael	PROPN
ca-2039	98	2	omolo	omolo	PROPN
ca-2039	98	3	,	,	PUNCT
ca-2039	98	4	a	a	DET
ca-2039	98	5	thirty	thirty	NUM
ca-2039	98	6	-	-	PUNCT
ca-2039	98	7	three	three	NUM
ca-2039	98	8	-	-	PUNCT
ca-2039	98	9	year	year	NOUN
ca-2039	98	10	-	-	PUNCT
ca-2039	98	11	old	old	ADJ
ca-2039	98	12	mapper	mapper	NOUN
ca-2039	98	13	who	who	PRON
ca-2039	98	14	was	be	AUX
ca-2039	98	15	supporting	support	VERB
ca-2039	98	16	a	a	DET
ca-2039	98	17	wife	wife	NOUN
ca-2039	98	18	and	and	CCONJ
ca-2039	98	19	a	a	DET
ca-2039	98	20	six	six	NUM
ca-2039	98	21	-	-	PUNCT
ca-2039	98	22	year	year	NOUN
ca-2039	98	23	-	-	PUNCT
ca-2039	98	24	old	old	ADJ
ca-2039	98	25	daughter	daughter	NOUN
ca-2039	98	26	,	,	PUNCT
ca-2039	98	27	described	describe	VERB
ca-2039	98	28	obtaining	obtain	VERB
ca-2039	98	29	income	income	NOUN
ca-2039	98	30	through	through	ADP
ca-2039	98	31	a	a	DET
ca-2039	98	32	most	most	ADV
ca-2039	98	33	unlikely	unlikely	ADJ
ca-2039	98	34	combination	combination	NOUN
ca-2039	98	35	of	of	ADP
ca-2039	98	36	sources	source	NOUN
ca-2039	98	37	:	:	PUNCT
ca-2039	98	38	repairing	repair	VERB
ca-2039	98	39	machines	machine	NOUN
ca-2039	98	40	for	for	ADP
ca-2039	98	41	pharmaceutical	pharmaceutical	ADJ
ca-2039	98	42	companies	company	NOUN
ca-2039	98	43	,	,	PUNCT
ca-2039	98	44	collecting	collect	VERB
ca-2039	98	45	garbage	garbage	NOUN
ca-2039	98	46	,	,	PUNCT
ca-2039	98	47	and	and	CCONJ
ca-2039	98	48	selling	sell	VERB
ca-2039	98	49	rabbits	rabbit	NOUN
ca-2039	98	50	.	.	PUNCT
ca-2039	99	1	despite	despite	SCONJ
ca-2039	99	2	spending	spend	VERB
ca-2039	99	3	much	much	ADJ
ca-2039	99	4	of	of	ADP
ca-2039	99	5	their	their	PRON
ca-2039	99	6	time	time	NOUN
ca-2039	99	7	“	"	PUNCT
ca-2039	99	8	hustling	hustling	ADJ
ca-2039	99	9	and	and	CCONJ
ca-2039	99	10	bustling	bustle	VERB
ca-2039	99	11	”	"	PUNCT
ca-2039	99	12	for	for	ADP
ca-2039	99	13	money	money	NOUN
ca-2039	99	14	,	,	PUNCT
ca-2039	99	15	none	none	NOUN
ca-2039	99	16	of	of	ADP
ca-2039	99	17	the	the	DET
ca-2039	99	18	mappers	mapper	NOUN
ca-2039	99	19	were	be	AUX
ca-2039	99	20	financially	financially	ADV
ca-2039	99	21	secure	secure	ADJ
ca-2039	99	22	.	.	PUNCT
ca-2039	100	1	when	when	SCONJ
ca-2039	100	2	the	the	DET
ca-2039	100	3	creators	creator	NOUN
ca-2039	100	4	of	of	ADP
ca-2039	100	5	mmp	mmp	PROPN
ca-2039	100	6	—	—	PUNCT
ca-2039	100	7	who	who	PRON
ca-2039	100	8	lived	live	VERB
ca-2039	100	9	in	in	ADP
ca-2039	100	10	the	the	DET
ca-2039	100	11	united	united	PROPN
ca-2039	100	12	states	states	PROPN
ca-2039	100	13	—	—	PUNCT
ca-2039	100	14	swooped	swoop	VERB
ca-2039	100	15	into	into	ADP
ca-2039	100	16	nairobi	nairobi	PROPN
ca-2039	100	17	for	for	ADP
ca-2039	100	18	a	a	DET
ca-2039	100	19	week	week	NOUN
ca-2039	100	20	and	and	CCONJ
ca-2039	100	21	called	call	VERB
ca-2039	100	22	a	a	DET
ca-2039	100	23	meeting	meeting	NOUN
ca-2039	100	24	downtown	downtown	NOUN
ca-2039	100	25	to	to	PART
ca-2039	100	26	discuss	discuss	VERB
ca-2039	100	27	the	the	DET
ca-2039	100	28	future	future	ADJ
ca-2039	100	29	direction	direction	NOUN
ca-2039	100	30	of	of	ADP
ca-2039	100	31	the	the	DET
ca-2039	100	32	organization	organization	NOUN
ca-2039	100	33	,	,	PUNCT
ca-2039	100	34	many	many	ADJ
ca-2039	100	35	of	of	ADP
ca-2039	100	36	the	the	DET
ca-2039	100	37	mappers	mapper	NOUN
ca-2039	100	38	expressed	express	VERB
ca-2039	100	39	frustration	frustration	NOUN
ca-2039	100	40	when	when	SCONJ
ca-2039	100	41	they	they	PRON
ca-2039	100	42	were	be	AUX
ca-2039	100	43	not	not	PART
ca-2039	100	44	given	give	VERB
ca-2039	100	45	fare	fare	NOUN
ca-2039	100	46	for	for	ADP
ca-2039	100	47	public	public	ADJ
ca-2039	100	48	transportation	transportation	NOUN
ca-2039	100	49	from	from	ADP
ca-2039	100	50	muhimu	muhimu	PROPN
ca-2039	100	51	(	(	PUNCT
ca-2039	100	52	approximately	approximately	ADV
ca-2039	100	53	ksh60	ksh60	PROPN
ca-2039	100	54	,	,	PUNCT
ca-2039	100	55	or	or	CCONJ
ca-2039	100	56	less	less	ADJ
ca-2039	100	57	than	than	ADP
ca-2039	100	58	$	$	SYM
ca-2039	100	59	1	1	NUM
ca-2039	100	60	)	)	PUNCT
ca-2039	100	61	.	.	PUNCT
ca-2039	101	1	“	"	PUNCT
ca-2039	101	2	some	some	DET
ca-2039	101	3	people	people	NOUN
ca-2039	101	4	walked	walk	VERB
ca-2039	101	5	to	to	ADP
ca-2039	101	6	town	town	NOUN
ca-2039	101	7	and	and	CCONJ
ca-2039	101	8	back	back	ADV
ca-2039	101	9	,	,	PUNCT
ca-2039	101	10	”	"	PUNCT
ca-2039	101	11	elisa	elisa	NOUN
ca-2039	101	12	,	,	PUNCT
ca-2039	101	13	a	a	DET
ca-2039	101	14	mapper	mapper	NOUN
ca-2039	101	15	,	,	PUNCT
ca-2039	101	16	told	tell	VERB
ca-2039	101	17	me	i	PRON
ca-2039	101	18	,	,	PUNCT
ca-2039	101	19	explaining	explain	VERB
ca-2039	101	20	how	how	SCONJ
ca-2039	101	21	she	she	PRON
ca-2039	101	22	and	and	CCONJ
ca-2039	101	23	her	her	PRON
ca-2039	101	24	colleagues	colleague	NOUN
ca-2039	101	25	negotiated	negotiate	VERB
ca-2039	101	26	the	the	DET
ca-2039	101	27	economic	economic	ADJ
ca-2039	101	28	obstacle	obstacle	NOUN
ca-2039	101	29	;	;	PUNCT
ca-2039	101	30	this	this	DET
ca-2039	101	31	trip	trip	NOUN
ca-2039	101	32	took	take	VERB
ca-2039	101	33	an	an	DET
ca-2039	101	34	hour	hour	NOUN
ca-2039	101	35	and	and	CCONJ
ca-2039	101	36	a	a	DET
ca-2039	101	37	half	half	NOUN
ca-2039	101	38	each	each	DET
ca-2039	101	39	way	way	NOUN
ca-2039	101	40	.	.	PUNCT
ca-2039	102	1	indeed	indeed	ADV
ca-2039	102	2	,	,	PUNCT
ca-2039	102	3	the	the	DET
ca-2039	102	4	mappers	mapper	NOUN
ca-2039	102	5	’	’	PART
ca-2039	102	6	interest	interest	NOUN
ca-2039	102	7	in	in	ADP
ca-2039	102	8	mmp	mmp	PROPN
ca-2039	102	9	was	be	AUX
ca-2039	102	10	informed	inform	VERB
ca-2039	102	11	by	by	ADP
ca-2039	102	12	their	their	PRON
ca-2039	102	13	hope	hope	NOUN
ca-2039	102	14	that	that	SCONJ
ca-2039	102	15	it	it	PRON
ca-2039	102	16	would	would	AUX
ca-2039	102	17	be	be	AUX
ca-2039	102	18	a	a	DET
ca-2039	102	19	stepping	stepping	ADJ
ca-2039	102	20	-	-	PUNCT
ca-2039	102	21	stone	stone	NOUN
ca-2039	102	22	to	to	ADP
ca-2039	102	23	potential	potential	ADJ
ca-2039	102	24	future	future	ADJ
ca-2039	102	25	economic	economic	ADJ
ca-2039	102	26	opportunities	opportunity	NOUN
ca-2039	102	27	.	.	PUNCT
ca-2039	103	1	“	"	PUNCT
ca-2039	103	2	nowadays	nowadays	ADV
ca-2039	103	3	people	people	NOUN
ca-2039	103	4	have	have	VERB
ca-2039	103	5	to	to	PART
ca-2039	103	6	acquire	acquire	VERB
ca-2039	103	7	more	more	ADJ
ca-2039	103	8	skills	skill	NOUN
ca-2039	103	9	and	and	CCONJ
ca-2039	103	10	knowledge	knowledge	NOUN
ca-2039	103	11	,	,	PUNCT
ca-2039	103	12	”	"	PUNCT
ca-2039	103	13	explained	explain	VERB
ca-2039	103	14	elisa	elisa	NOUN
ca-2039	103	15	,	,	PUNCT
ca-2039	103	16	of	of	ADP
ca-2039	103	17	her	her	PRON
ca-2039	103	18	desire	desire	NOUN
ca-2039	103	19	to	to	PART
ca-2039	103	20	join	join	VERB
ca-2039	103	21	mmp	mmp	PROPN
ca-2039	103	22	.	.	PUNCT
ca-2039	104	1	“	"	PUNCT
ca-2039	104	2	not	not	PART
ca-2039	104	3	just	just	ADV
ca-2039	104	4	sit	sit	VERB
ca-2039	104	5	in	in	ADP
ca-2039	104	6	one	one	NUM
ca-2039	104	7	place	place	NOUN
ca-2039	104	8	.	.	PUNCT
ca-2039	105	1	for	for	ADP
ca-2039	105	2	example	example	NOUN
ca-2039	105	3	,	,	PUNCT
ca-2039	105	4	say	say	VERB
ca-2039	105	5	that	that	SCONJ
ca-2039	105	6	i	i	PRON
ca-2039	105	7	’m	’m	VERB
ca-2039	105	8	a	a	DET
ca-2039	105	9	farmer	farmer	NOUN
ca-2039	105	10	,	,	PUNCT
ca-2039	106	1	i	i	PRON
ca-2039	106	2	should	should	AUX
ca-2039	106	3	[	[	PUNCT
ca-2039	106	4	explore	explore	VERB
ca-2039	106	5	]	]	PUNCT
ca-2039	106	6	other	other	ADJ
ca-2039	106	7	arenas	arena	NOUN
ca-2039	106	8	such	such	ADJ
ca-2039	106	9	as	as	ADP
ca-2039	106	10	fishing	fishing	NOUN
ca-2039	106	11	and	and	CCONJ
ca-2039	106	12	business	business	NOUN
ca-2039	106	13	to	to	PART
ca-2039	106	14	add	add	VERB
ca-2039	106	15	to	to	ADP
ca-2039	106	16	whatever	whatever	PRON
ca-2039	106	17	i	i	PRON
ca-2039	106	18	have	have	AUX
ca-2039	106	19	.	.	PUNCT
ca-2039	106	20	.	.	PUNCT
ca-2039	106	21	.	.	PUNCT
ca-2039	107	1	.	.	PUNCT
ca-2039	108	1	so	so	ADV
ca-2039	108	2	i	i	PRON
ca-2039	108	3	decided	decide	VERB
ca-2039	108	4	to	to	PART
ca-2039	108	5	join	join	VERB
ca-2039	108	6	[	[	X
ca-2039	108	7	mmp	mmp	X
ca-2039	108	8	]	]	X
ca-2039	108	9	to	to	PART
ca-2039	108	10	get	get	VERB
ca-2039	108	11	knowledge	knowledge	NOUN
ca-2039	108	12	for	for	ADP
ca-2039	108	13	the	the	DET
ca-2039	108	14	future	future	NOUN
ca-2039	108	15	.	.	PUNCT
ca-2039	109	1	you	you	PRON
ca-2039	109	2	never	never	ADV
ca-2039	109	3	know	know	VERB
ca-2039	109	4	where	where	SCONJ
ca-2039	109	5	your	your	PRON
ca-2039	109	6	luck	luck	NOUN
ca-2039	109	7	lies	lie	VERB
ca-2039	109	8	.	.	PUNCT
ca-2039	109	9	”	"	PUNCT
ca-2039	110	1	in	in	ADP
ca-2039	110	2	a	a	DET
ca-2039	110	3	socioeconomic	socioeconomic	ADJ
ca-2039	110	4	milieu	milieu	NOUN
ca-2039	110	5	where	where	SCONJ
ca-2039	110	6	steady	steady	ADJ
ca-2039	110	7	,	,	PUNCT
ca-2039	110	8	secure	secure	ADJ
ca-2039	110	9	work	work	NOUN
ca-2039	110	10	was	be	AUX
ca-2039	110	11	a	a	DET
ca-2039	110	12	luxury	luxury	NOUN
ca-2039	110	13	afforded	afford	VERB
ca-2039	110	14	to	to	ADP
ca-2039	110	15	a	a	DET
ca-2039	110	16	select	select	ADJ
ca-2039	110	17	few	few	ADJ
ca-2039	110	18	,	,	PUNCT
ca-2039	110	19	mmp	mmp	PROPN
ca-2039	110	20	was	be	AUX
ca-2039	110	21	thus	thus	ADV
ca-2039	110	22	part	part	NOUN
ca-2039	110	23	of	of	ADP
ca-2039	110	24	a	a	DET
ca-2039	110	25	broader	broad	ADJ
ca-2039	110	26	employment	employment	NOUN
ca-2039	110	27	strategy	strategy	NOUN
ca-2039	110	28	.	.	PUNCT
ca-2039	111	1	in	in	ADP
ca-2039	111	2	this	this	DET
ca-2039	111	3	respect	respect	NOUN
ca-2039	111	4	,	,	PUNCT
ca-2039	111	5	it	it	PRON
ca-2039	111	6	was	be	AUX
ca-2039	111	7	not	not	PART
ca-2039	111	8	dissimilar	dissimilar	ADJ
ca-2039	111	9	to	to	ADP
ca-2039	111	10	other	other	ADJ
ca-2039	111	11	money	money	NOUN
ca-2039	111	12	-	-	PUNCT
ca-2039	111	13	generating	generate	VERB
ca-2039	111	14	activities	activity	NOUN
ca-2039	111	15	,	,	PUNCT
ca-2039	111	16	such	such	ADJ
ca-2039	111	17	as	as	ADP
ca-2039	111	18	carrying	carry	VERB
ca-2039	111	19	a	a	DET
ca-2039	111	20	heavy	heavy	ADJ
ca-2039	111	21	load	load	NOUN
ca-2039	111	22	for	for	ADP
ca-2039	111	23	a	a	DET
ca-2039	111	24	construction	construction	NOUN
ca-2039	111	25	company	company	NOUN
ca-2039	111	26	or	or	CCONJ
ca-2039	111	27	attending	attend	VERB
ca-2039	111	28	a	a	DET
ca-2039	111	29	unicef	unicef	NOUN
ca-2039	111	30	training	training	NOUN
ca-2039	111	31	that	that	PRON
ca-2039	111	32	promised	promise	VERB
ca-2039	111	33	a	a	DET
ca-2039	111	34	monetary	monetary	ADJ
ca-2039	111	35	stipend	stipend	NOUN
ca-2039	111	36	.	.	PUNCT
ca-2039	112	1	“	"	PUNCT
ca-2039	112	2	you	you	PRON
ca-2039	112	3	can	can	AUX
ca-2039	112	4	not	not	PART
ca-2039	112	5	depend	depend	VERB
ca-2039	112	6	on	on	ADP
ca-2039	112	7	one	one	NUM
ca-2039	112	8	thing	thing	NOUN
ca-2039	112	9	,	,	PUNCT
ca-2039	112	10	you	you	PRON
ca-2039	112	11	must	must	AUX
ca-2039	112	12	have	have	VERB
ca-2039	112	13	many	many	ADJ
ca-2039	112	14	avenues	avenue	NOUN
ca-2039	112	15	,	,	PUNCT
ca-2039	112	16	”	"	PUNCT
ca-2039	112	17	peter	peter	PROPN
ca-2039	112	18	odondo	odondo	PROPN
ca-2039	112	19	confirmed	confirm	VERB
ca-2039	112	20	,	,	PUNCT
ca-2039	112	21	echoing	echo	VERB
ca-2039	112	22	elisa	elisa	PROPN
ca-2039	112	23	’s	’s	PART
ca-2039	112	24	comment	comment	NOUN
ca-2039	112	25	above	above	ADV
ca-2039	112	26	.	.	PUNCT
ca-2039	113	1	as	as	ADP
ca-2039	113	2	a	a	DET
ca-2039	113	3	digital	digital	ADJ
ca-2039	113	4	technology	technology	NOUN
ca-2039	113	5	project	project	NOUN
ca-2039	113	6	,	,	PUNCT
ca-2039	113	7	however	however	ADV
ca-2039	113	8	,	,	PUNCT
ca-2039	113	9	mmp	mmp	PROPN
ca-2039	113	10	constituted	constitute	VERB
ca-2039	113	11	a	a	DET
ca-2039	113	12	specific	specific	ADJ
ca-2039	113	13	kind	kind	NOUN
ca-2039	113	14	of	of	ADP
ca-2039	113	15	income	income	NOUN
ca-2039	113	16	-	-	PUNCT
ca-2039	113	17	generating	generate	VERB
ca-2039	113	18	activity	activity	NOUN
ca-2039	113	19	:	:	PUNCT
ca-2039	113	20	it	it	PRON
ca-2039	113	21	reflected	reflect	VERB
ca-2039	113	22	the	the	DET
ca-2039	113	23	surge	surge	NOUN
ca-2039	113	24	of	of	ADP
ca-2039	113	25	interest	interest	NOUN
ca-2039	113	26	in	in	ADP
ca-2039	113	27	information	information	NOUN
ca-2039	113	28	and	and	CCONJ
ca-2039	113	29	communications	communication	NOUN
ca-2039	113	30	technologies	technology	NOUN
ca-2039	113	31	for	for	ADP
ca-2039	113	32	development	development	NOUN
ca-2039	113	33	(	(	PUNCT
ca-2039	113	34	ict4d	ict4d	PROPN
ca-2039	113	35	)	)	PUNCT
ca-2039	113	36	projects	project	NOUN
ca-2039	113	37	more	more	ADV
ca-2039	113	38	generally	generally	ADV
ca-2039	113	39	in	in	ADP
ca-2039	113	40	nairobi	nairobi	PROPN
ca-2039	113	41	since	since	SCONJ
ca-2039	113	42	2008	2008	NUM
ca-2039	113	43	,	,	PUNCT
ca-2039	113	44	and	and	CCONJ
ca-2039	113	45	the	the	DET
ca-2039	113	46	sentiment	sentiment	NOUN
ca-2039	113	47	expressed	express	VERB
ca-2039	113	48	by	by	ADP
ca-2039	113	49	young	young	ADJ
ca-2039	113	50	kenyans	kenyans	PROPN
ca-2039	113	51	across	across	ADP
ca-2039	113	52	the	the	DET
ca-2039	113	53	class	class	NOUN
ca-2039	113	54	spectrum	spectrum	NOUN
ca-2039	113	55	that	that	SCONJ
ca-2039	113	56	digital	digital	ADJ
ca-2039	113	57	technology	technology	NOUN
ca-2039	113	58	was	be	AUX
ca-2039	113	59	a	a	DET
ca-2039	113	60	pathway	pathway	NOUN
ca-2039	113	61	to	to	ADP
ca-2039	113	62	a	a	DET
ca-2039	113	63	better	well	ADJ
ca-2039	113	64	future	future	NOUN
ca-2039	113	65	life.8	life.8	NOUN
ca-2039	113	66	“	"	PUNCT
ca-2039	113	67	nowadays	nowadays	ADV
ca-2039	113	68	it	it	PRON
ca-2039	113	69	’s	’	VERB
ca-2039	113	70	a	a	DET
ca-2039	113	71	world	world	NOUN
ca-2039	113	72	of	of	ADP
ca-2039	113	73	technology	technology	NOUN
ca-2039	113	74	,	,	PUNCT
ca-2039	113	75	”	"	PUNCT
ca-2039	113	76	elisa	elisa	NOUN
ca-2039	113	77	told	tell	VERB
ca-2039	113	78	me	i	PRON
ca-2039	113	79	.	.	PUNCT
ca-2039	114	1	“	"	PUNCT
ca-2039	114	2	you	you	PRON
ca-2039	114	3	ca	can	AUX
ca-2039	114	4	n’t	not	PART
ca-2039	114	5	just	just	ADV
ca-2039	114	6	sit	sit	VERB
ca-2039	114	7	there	there	ADV
ca-2039	114	8	because	because	SCONJ
ca-2039	114	9	everything	everything	PRON
ca-2039	114	10	is	be	AUX
ca-2039	114	11	computerized	computerize	VERB
ca-2039	114	12	.	.	PUNCT
ca-2039	114	13	.	.	PUNCT
ca-2039	115	1	.	.	PUNCT
ca-2039	116	1	you	you	PRON
ca-2039	116	2	ca	can	AUX
ca-2039	116	3	n’t	not	PART
ca-2039	116	4	do	do	VERB
ca-2039	116	5	things	thing	NOUN
ca-2039	116	6	manually	manually	ADV
ca-2039	116	7	.	.	PUNCT
ca-2039	116	8	”	"	PUNCT
ca-2039	117	1	doing	do	VERB
ca-2039	117	2	things	thing	NOUN
ca-2039	117	3	manually	manually	ADV
ca-2039	117	4	meant	mean	VERB
ca-2039	117	5	failing	fail	VERB
ca-2039	117	6	to	to	PART
ca-2039	117	7	live	live	VERB
ca-2039	117	8	up	up	ADP
ca-2039	117	9	to	to	ADP
ca-2039	117	10	the	the	DET
ca-2039	117	11	modernist	modernist	ADJ
ca-2039	117	12	vision	vision	NOUN
ca-2039	117	13	invoked	invoke	VERB
ca-2039	117	14	by	by	ADP
ca-2039	117	15	digitality	digitality	NOUN
ca-2039	117	16	,	,	PUNCT
ca-2039	117	17	and	and	CCONJ
ca-2039	117	18	the	the	DET
ca-2039	117	19	mappers	mapper	NOUN
ca-2039	117	20	,	,	PUNCT
ca-2039	117	21	like	like	ADP
ca-2039	117	22	others	other	NOUN
ca-2039	117	23	in	in	ADP
ca-2039	117	24	kenya	kenya	PROPN
ca-2039	117	25	,	,	PUNCT
ca-2039	117	26	did	do	AUX
ca-2039	117	27	not	not	PART
ca-2039	117	28	want	want	VERB
ca-2039	117	29	to	to	PART
ca-2039	117	30	be	be	AUX
ca-2039	117	31	left	leave	VERB
ca-2039	117	32	behind	behind	ADV
ca-2039	117	33	.	.	PUNCT
ca-2039	118	1	indeed	indeed	ADV
ca-2039	118	2	,	,	PUNCT
ca-2039	118	3	in	in	ADP
ca-2039	118	4	addition	addition	NOUN
ca-2039	118	5	to	to	ADP
ca-2039	118	6	slum	slum	NOUN
ca-2039	118	7	-	-	PUNCT
ca-2039	118	8	dwellers	dweller	NOUN
ca-2039	118	9	,	,	PUNCT
ca-2039	118	10	kenyan	kenyan	ADJ
ca-2039	118	11	and	and	CCONJ
ca-2039	118	12	expatriate	expatriate	ADJ
ca-2039	118	13	software	software	NOUN
ca-2039	118	14	developers	developer	NOUN
ca-2039	118	15	,	,	PUNCT
ca-2039	118	16	web	web	NOUN
ca-2039	118	17	designers	designer	NOUN
ca-2039	118	18	and	and	CCONJ
ca-2039	118	19	bloggers	blogger	NOUN
ca-2039	118	20	,	,	PUNCT
ca-2039	118	21	and	and	CCONJ
ca-2039	118	22	the	the	DET
ca-2039	118	23	kenyan	kenyan	ADJ
ca-2039	118	24	state	state	NOUN
ca-2039	118	25	all	all	PRON
ca-2039	118	26	discussed	discuss	VERB
ca-2039	118	27	new	new	ADJ
ca-2039	118	28	technologies	technology	NOUN
ca-2039	118	29	as	as	ADP
ca-2039	118	30	a	a	DET
ca-2039	118	31	harbinger	harbinger	NOUN
ca-2039	118	32	of	of	ADP
ca-2039	118	33	kenya	kenya	PROPN
ca-2039	118	34	’s	’s	PART
ca-2039	118	35	socioeconomic	socioeconomic	ADJ
ca-2039	118	36	development	development	NOUN
ca-2039	118	37	.	.	PUNCT
ca-2039	119	1	the	the	DET
ca-2039	119	2	technologies	technology	NOUN
ca-2039	119	3	’	'	PUNCT
ca-2039	119	4	meaning	meaning	NOUN
ca-2039	119	5	was	be	AUX
ca-2039	119	6	deeply	deeply	ADV
ca-2039	119	7	influenced	influence	VERB
ca-2039	119	8	by	by	ADP
ca-2039	119	9	their	their	PRON
ca-2039	119	10	material	material	NOUN
ca-2039	119	11	form	form	NOUN
ca-2039	119	12	,	,	PUNCT
ca-2039	119	13	which	which	PRON
ca-2039	119	14	caused	cause	VERB
ca-2039	119	15	their	their	PRON
ca-2039	119	16	advocates	advocate	NOUN
ca-2039	119	17	to	to	PART
ca-2039	119	18	perceive	perceive	VERB
ca-2039	119	19	them	they	PRON
ca-2039	119	20	as	as	ADP
ca-2039	119	21	unmediated	unmediated	ADJ
ca-2039	119	22	by	by	ADP
ca-2039	119	23	human	human	ADJ
ca-2039	119	24	action	action	NOUN
ca-2039	119	25	.	.	PUNCT
ca-2039	120	1	witness	witness	NOUN
ca-2039	120	2	lands	land	VERB
ca-2039	120	3	cabinet	cabinet	NOUN
ca-2039	120	4	secretary	secretary	PROPN
ca-2039	120	5	charily	charily	ADV
ca-2039	120	6	ngilu	ngilu	NOUN
ca-2039	120	7	’s	’s	PART
ca-2039	120	8	statement	statement	NOUN
ca-2039	120	9	regarding	regard	VERB
ca-2039	120	10	the	the	DET
ca-2039	120	11	lands	land	NOUN
ca-2039	120	12	ministry	ministry	NOUN
ca-2039	120	13	’s	’s	PART
ca-2039	120	14	decision	decision	NOUN
ca-2039	120	15	to	to	PART
ca-2039	120	16	digitalize	digitalize	VERB
ca-2039	120	17	the	the	DET
ca-2039	120	18	lands	land	NOUN
ca-2039	120	19	registry	registry	NOUN
ca-2039	120	20	:	:	PUNCT
ca-2039	120	21	“	"	PUNCT
ca-2039	120	22	i	i	PRON
ca-2039	120	23	must	must	AUX
ca-2039	120	24	admit	admit	VERB
ca-2039	120	25	that	that	SCONJ
ca-2039	120	26	all	all	PRON
ca-2039	120	27	has	have	AUX
ca-2039	120	28	not	not	PART
ca-2039	120	29	been	be	AUX
ca-2039	120	30	well	well	ADV
ca-2039	120	31	at	at	ADP
ca-2039	120	32	the	the	DET
ca-2039	120	33	lands	land	NOUN
ca-2039	120	34	ministry	ministry	PROPN
ca-2039	120	35	because	because	SCONJ
ca-2039	120	36	of	of	ADP
ca-2039	120	37	cartels	cartel	NOUN
ca-2039	120	38	,	,	PUNCT
ca-2039	120	39	which	which	PRON
ca-2039	120	40	engage	engage	VERB
ca-2039	120	41	in	in	ADP
ca-2039	120	42	shady	shady	ADJ
ca-2039	120	43	deals	deal	NOUN
ca-2039	120	44	that	that	PRON
ca-2039	120	45	have	have	AUX
ca-2039	120	46	defrauded	defraud	VERB
ca-2039	120	47	kenyans	kenyan	NOUN
ca-2039	120	48	of	of	ADP
ca-2039	120	49	millions	million	NOUN
ca-2039	120	50	of	of	ADP
ca-2039	120	51	shillings	shilling	NOUN
ca-2039	120	52	.	.	PUNCT
ca-2039	121	1	that	that	PRON
ca-2039	121	2	will	will	AUX
ca-2039	121	3	soon	soon	ADV
ca-2039	121	4	end	end	VERB
ca-2039	121	5	once	once	SCONJ
ca-2039	121	6	we	we	PRON
ca-2039	121	7	digitize	digitize	VERB
ca-2039	121	8	all	all	DET
ca-2039	121	9	records	record	NOUN
ca-2039	121	10	”	"	PUNCT
ca-2039	121	11	(	(	PUNCT
ca-2039	121	12	mbaka	mbaka	NOUN
ca-2039	121	13	2013	2013	NUM
ca-2039	121	14	)	)	PUNCT
ca-2039	121	15	.	.	PUNCT
ca-2039	122	1	digitization	digitization	NOUN
ca-2039	122	2	,	,	PUNCT
ca-2039	122	3	in	in	ADP
ca-2039	122	4	this	this	DET
ca-2039	122	5	commonly	commonly	ADV
ca-2039	122	6	articulated	articulate	VERB
ca-2039	122	7	discourse	discourse	NOUN
ca-2039	122	8	,	,	PUNCT
ca-2039	122	9	was	be	AUX
ca-2039	122	10	understood	understand	VERB
ca-2039	122	11	to	to	PART
ca-2039	122	12	solve	solve	VERB
ca-2039	122	13	endemic	endemic	ADJ
ca-2039	122	14	bureaucratic	bureaucratic	ADJ
ca-2039	122	15	corruption	corruption	NOUN
ca-2039	122	16	because	because	SCONJ
ca-2039	122	17	of	of	ADP
ca-2039	122	18	its	its	PRON
ca-2039	122	19	powers	power	NOUN
ca-2039	122	20	of	of	ADP
ca-2039	122	21	immediation	immediation	NOUN
ca-2039	122	22	,	,	PUNCT
ca-2039	122	23	an	an	DET
ca-2039	122	24	issue	issue	NOUN
ca-2039	122	25	i	i	PRON
ca-2039	122	26	discuss	discuss	VERB
ca-2039	122	27	further	far	ADV
ca-2039	122	28	below	below	ADV
ca-2039	122	29	.	.	PUNCT
ca-2039	123	1	muhimu	muhimu	PROPN
ca-2039	123	2	’s	’s	PART
ca-2039	123	3	mappers	mapper	NOUN
ca-2039	123	4	echoed	echo	VERB
ca-2039	123	5	this	this	DET
ca-2039	123	6	discourse	discourse	NOUN
ca-2039	123	7	,	,	PUNCT
ca-2039	123	8	expressing	express	VERB
ca-2039	123	9	in	in	ADP
ca-2039	123	10	more	more	ADJ
ca-2039	123	11	concrete	concrete	ADJ
ca-2039	123	12	terms	term	NOUN
ca-2039	123	13	the	the	DET
ca-2039	123	14	potential	potential	ADJ
ca-2039	123	15	political	political	ADJ
ca-2039	123	16	possibilities	possibility	NOUN
ca-2039	123	17	inherent	inherent	ADJ
ca-2039	123	18	in	in	ADP
ca-2039	123	19	digitally	digitally	ADV
ca-2039	123	20	manufactured	manufacture	VERB
ca-2039	123	21	visibility	visibility	NOUN
ca-2039	123	22	:	:	PUNCT
ca-2039	123	23	“	"	PUNCT
ca-2039	123	24	mappers	mapper	NOUN
ca-2039	123	25	can	can	AUX
ca-2039	123	26	say	say	VERB
ca-2039	123	27	‘	'	PUNCT
ca-2039	123	28	this	this	PRON
ca-2039	123	29	is	be	AUX
ca-2039	123	30	a	a	DET
ca-2039	123	31	children	child	NOUN
ca-2039	123	32	’s	’s	PART
ca-2039	123	33	playing	play	VERB
ca-2039	123	34	ground	ground	NOUN
ca-2039	123	35	’	'	PUNCT
ca-2039	123	36	and	and	CCONJ
ca-2039	123	37	put	put	VERB
ca-2039	123	38	it	it	PRON
ca-2039	123	39	on	on	ADP
ca-2039	123	40	a	a	DET
ca-2039	123	41	[	[	X
ca-2039	123	42	digital	digital	ADJ
ca-2039	123	43	]	]	X
ca-2039	123	44	map	map	NOUN
ca-2039	123	45	,	,	PUNCT
ca-2039	123	46	”	"	PUNCT
ca-2039	123	47	njoroge	njoroge	NOUN
ca-2039	123	48	,	,	PUNCT
ca-2039	123	49	mmp	mmp	PROPN
ca-2039	123	50	’s	’s	PART
ca-2039	123	51	community	community	NOUN
ca-2039	123	52	coordinator	coordinator	NOUN
ca-2039	123	53	,	,	PUNCT
ca-2039	123	54	told	tell	VERB
ca-2039	123	55	me	i	PRON
ca-2039	123	56	.	.	PUNCT
ca-2039	124	1	“	"	PUNCT
ca-2039	124	2	for	for	SCONJ
ca-2039	124	3	a	a	DET
ca-2039	124	4	government	government	NOUN
ca-2039	124	5	to	to	PART
ca-2039	124	6	put	put	VERB
ca-2039	124	7	a	a	DET
ca-2039	124	8	playground	playground	NOUN
ca-2039	124	9	where	where	SCONJ
ca-2039	124	10	there	there	PRON
ca-2039	124	11	is	be	VERB
ca-2039	124	12	a	a	DET
ca-2039	124	13	playground	playground	NOUN
ca-2039	124	14	,	,	PUNCT
ca-2039	124	15	it	it	PRON
ca-2039	124	16	has	have	VERB
ca-2039	124	17	to	to	PART
ca-2039	124	18	go	go	VERB
ca-2039	124	19	through	through	ADP
ca-2039	124	20	a	a	DET
ca-2039	124	21	legal	legal	ADJ
ca-2039	124	22	process	process	NOUN
ca-2039	124	23	.	.	PUNCT
ca-2039	125	1	and	and	CCONJ
ca-2039	125	2	in	in	ADP
ca-2039	125	3	the	the	DET
ca-2039	125	4	process	process	NOUN
ca-2039	125	5	somebody	somebody	PRON
ca-2039	125	6	comes	come	VERB
ca-2039	125	7	in	in	ADP
ca-2039	125	8	and	and	CCONJ
ca-2039	125	9	manipulates	manipulate	VERB
ca-2039	125	10	[	[	PUNCT
ca-2039	125	11	the	the	DET
ca-2039	125	12	situation	situation	NOUN
ca-2039	125	13	]	]	PUNCT
ca-2039	125	14	,	,	PUNCT
ca-2039	125	15	and	and	CCONJ
ca-2039	125	16	grabs	grab	VERB
ca-2039	125	17	the	the	DET
ca-2039	125	18	land	land	NOUN
ca-2039	125	19	.	.	PUNCT
ca-2039	125	20	”	"	PUNCT
ca-2039	126	1	both	both	DET
ca-2039	126	2	ngilu	ngilu	NOUN
ca-2039	126	3	and	and	CCONJ
ca-2039	126	4	njoroge	njoroge	NOUN
ca-2039	126	5	imagined	imagine	VERB
ca-2039	126	6	that	that	SCONJ
ca-2039	126	7	the	the	DET
ca-2039	126	8	speed	speed	NOUN
ca-2039	126	9	and	and	CCONJ
ca-2039	126	10	immediacy	immediacy	NOUN
ca-2039	126	11	of	of	ADP
ca-2039	126	12	digital	digital	ADJ
ca-2039	126	13	technology	technology	NOUN
ca-2039	126	14	would	would	AUX
ca-2039	126	15	forestall	forestall	VERB
ca-2039	126	16	the	the	DET
ca-2039	126	17	malevolent	malevolent	ADJ
ca-2039	126	18	activities	activity	NOUN
ca-2039	126	19	considered	consider	VERB
ca-2039	126	20	an	an	DET
ca-2039	126	21	everyday	everyday	ADJ
ca-2039	126	22	part	part	NOUN
ca-2039	126	23	of	of	ADP
ca-2039	126	24	social	social	ADJ
ca-2039	126	25	and	and	CCONJ
ca-2039	126	26	political	political	ADJ
ca-2039	126	27	life	life	NOUN
ca-2039	126	28	in	in	ADP
ca-2039	126	29	kenya	kenya	PROPN
ca-2039	126	30	.	.	PUNCT
ca-2039	127	1	immanent	immanent	NOUN
ca-2039	127	2	to	to	ADP
ca-2039	127	3	the	the	DET
ca-2039	127	4	digital	digital	ADJ
ca-2039	127	5	form	form	NOUN
ca-2039	127	6	,	,	PUNCT
ca-2039	127	7	in	in	ADP
ca-2039	127	8	other	other	ADJ
ca-2039	127	9	words	word	NOUN
ca-2039	127	10	,	,	PUNCT
ca-2039	127	11	were	be	AUX
ca-2039	127	12	notions	notion	NOUN
ca-2039	127	13	of	of	ADP
ca-2039	127	14	ethics	ethic	NOUN
ca-2039	127	15	,	,	PUNCT
ca-2039	127	16	truth	truth	NOUN
ca-2039	127	17	,	,	PUNCT
ca-2039	127	18	and	and	CCONJ
ca-2039	127	19	prosperity	prosperity	NOUN
ca-2039	127	20	,	,	PUNCT
ca-2039	127	21	qualities	quality	NOUN
ca-2039	127	22	that	that	PRON
ca-2039	127	23	exceeded	exceed	VERB
ca-2039	127	24	the	the	DET
ca-2039	127	25	technologies	technology	NOUN
ca-2039	127	26	’	'	PUNCT
ca-2039	127	27	seemingly	seemingly	ADV
ca-2039	127	28	banal	banal	ADJ
ca-2039	127	29	function	function	NOUN
ca-2039	127	30	on	on	ADP
ca-2039	127	31	the	the	DET
ca-2039	127	32	streets	street	NOUN
ca-2039	127	33	of	of	ADP
ca-2039	127	34	muhimu	muhimu	PROPN
ca-2039	127	35	,	,	PUNCT
ca-2039	127	36	that	that	ADV
ca-2039	127	37	is	is	ADV
ca-2039	127	38	,	,	PUNCT
ca-2039	127	39	as	as	ADP
ca-2039	127	40	part	part	NOUN
ca-2039	127	41	of	of	ADP
ca-2039	127	42	a	a	DET
ca-2039	127	43	diversified	diversified	ADJ
ca-2039	127	44	economic	economic	ADJ
ca-2039	127	45	strategy	strategy	NOUN
ca-2039	127	46	.	.	PUNCT
ca-2039	128	1	producing	produce	VERB
ca-2039	128	2	expertise	expertise	NOUN
ca-2039	128	3	“	"	PUNCT
ca-2039	128	4	this	this	PRON
ca-2039	128	5	is	be	AUX
ca-2039	128	6	what	what	PRON
ca-2039	128	7	you	you	PRON
ca-2039	128	8	need	need	VERB
ca-2039	128	9	to	to	PART
ca-2039	128	10	know	know	VERB
ca-2039	128	11	,	,	PUNCT
ca-2039	128	12	”	"	PUNCT
ca-2039	128	13	miroslav	miroslav	NOUN
ca-2039	128	14	said	say	VERB
ca-2039	128	15	,	,	PUNCT
ca-2039	128	16	pointing	point	VERB
ca-2039	128	17	to	to	ADP
ca-2039	128	18	a	a	DET
ca-2039	128	19	sheet	sheet	NOUN
ca-2039	128	20	of	of	ADP
ca-2039	128	21	paper	paper	NOUN
ca-2039	128	22	with	with	ADP
ca-2039	128	23	“	"	PUNCT
ca-2039	128	24	need	need	NOUN
ca-2039	128	25	to	to	PART
ca-2039	128	26	know	know	VERB
ca-2039	128	27	”	"	PUNCT
ca-2039	128	28	scrawled	scrawl	VERB
ca-2039	128	29	at	at	ADP
ca-2039	128	30	the	the	DET
ca-2039	128	31	top	top	NOUN
ca-2039	128	32	in	in	ADP
ca-2039	128	33	black	black	ADJ
ca-2039	128	34	magic	magic	ADJ
ca-2039	128	35	marker	marker	NOUN
ca-2039	128	36	;	;	PUNCT
ca-2039	128	37	he	he	PRON
ca-2039	128	38	had	have	AUX
ca-2039	128	39	taped	tape	VERB
ca-2039	128	40	it	it	PRON
ca-2039	128	41	to	to	ADP
ca-2039	128	42	the	the	DET
ca-2039	128	43	bright	bright	ADJ
ca-2039	128	44	blue	blue	ADJ
ca-2039	128	45	walls	wall	NOUN
ca-2039	128	46	of	of	ADP
ca-2039	128	47	the	the	DET
ca-2039	128	48	community	community	NOUN
ca-2039	128	49	center	center	NOUN
ca-2039	128	50	in	in	ADP
ca-2039	128	51	muhimu	muhimu	NOUN
ca-2039	128	52	where	where	SCONJ
ca-2039	128	53	mmp	mmp	PROPN
ca-2039	128	54	held	hold	VERB
ca-2039	128	55	regular	regular	ADJ
ca-2039	128	56	meetings	meeting	NOUN
ca-2039	128	57	.	.	PUNCT
ca-2039	129	1	underneath	underneath	ADP
ca-2039	129	2	it	it	PRON
ca-2039	129	3	,	,	PUNCT
ca-2039	129	4	he	he	PRON
ca-2039	129	5	had	have	AUX
ca-2039	129	6	written	write	VERB
ca-2039	129	7	:	:	PUNCT
ca-2039	129	8	“	"	PUNCT
ca-2039	129	9	1	1	X
ca-2039	129	10	.	.	X
ca-2039	129	11	gps	gps	PROPN
ca-2039	129	12	setup	setup	NOUN
ca-2039	129	13	(	(	PUNCT
ca-2039	129	14	tracks	track	NOUN
ca-2039	129	15	,	,	PUNCT
ca-2039	129	16	time	time	NOUN
ca-2039	129	17	,	,	PUNCT
ca-2039	129	18	map	map	NOUN
ca-2039	129	19	,	,	PUNCT
ca-2039	129	20	waypoints	waypoint	NOUN
ca-2039	129	21	,	,	PUNCT
ca-2039	129	22	units	unit	NOUN
ca-2039	129	23	)	)	PUNCT
ca-2039	129	24	;	;	PUNCT
ca-2039	129	25	2	2	X
ca-2039	129	26	.	.	X
ca-2039	129	27	data	datum	NOUN
ca-2039	129	28	transfer	transfer	NOUN
ca-2039	129	29	(	(	PUNCT
ca-2039	129	30	gps	gps	PROPN
ca-2039	129	31	babel	babel	NOUN
ca-2039	129	32	)	)	PUNCT
ca-2039	129	33	;	;	PUNCT
ca-2039	130	1	3	3	X
ca-2039	130	2	.	.	X
ca-2039	130	3	josm	josm	NOUN
ca-2039	130	4	(	(	PUNCT
ca-2039	130	5	editing	editing	NOUN
ca-2039	130	6	;	;	PUNCT
ca-2039	130	7	uploading	uploading	NOUN
ca-2039	130	8	,	,	PUNCT
ca-2039	130	9	downloading	download	VERB
ca-2039	130	10	)	)	PUNCT
ca-2039	130	11	.	.	PUNCT
ca-2039	130	12	”	"	PUNCT
ca-2039	131	1	this	this	PRON
ca-2039	131	2	was	be	AUX
ca-2039	131	3	day	day	NOUN
ca-2039	131	4	one	one	NUM
ca-2039	131	5	of	of	ADP
ca-2039	131	6	three	three	NUM
ca-2039	131	7	days	day	NOUN
ca-2039	131	8	of	of	ADP
ca-2039	131	9	testing	test	VERB
ca-2039	131	10	the	the	DET
ca-2039	131	11	mappers	mapper	NOUN
ca-2039	131	12	on	on	ADP
ca-2039	131	13	their	their	PRON
ca-2039	131	14	knowledge	knowledge	NOUN
ca-2039	131	15	of	of	ADP
ca-2039	131	16	geospatial	geospatial	ADJ
ca-2039	131	17	technologies	technology	NOUN
ca-2039	131	18	.	.	PUNCT
ca-2039	132	1	those	those	PRON
ca-2039	132	2	who	who	PRON
ca-2039	132	3	passed	pass	VERB
ca-2039	132	4	the	the	DET
ca-2039	132	5	test	test	NOUN
ca-2039	132	6	would	would	AUX
ca-2039	132	7	receive	receive	VERB
ca-2039	132	8	printed	print	VERB
ca-2039	132	9	certificates	certificate	NOUN
ca-2039	132	10	attesting	attest	VERB
ca-2039	132	11	to	to	ADP
ca-2039	132	12	their	their	PRON
ca-2039	132	13	expertise	expertise	NOUN
ca-2039	132	14	and	and	CCONJ
ca-2039	132	15	would	would	AUX
ca-2039	132	16	be	be	AUX
ca-2039	132	17	invited	invite	VERB
ca-2039	132	18	to	to	PART
ca-2039	132	19	continue	continue	VERB
ca-2039	132	20	volunteering	volunteer	VERB
ca-2039	132	21	for	for	ADP
ca-2039	132	22	the	the	DET
ca-2039	132	23	organization	organization	NOUN
ca-2039	132	24	.	.	PUNCT
ca-2039	133	1	those	those	PRON
ca-2039	133	2	who	who	PRON
ca-2039	133	3	failed	fail	VERB
ca-2039	133	4	would	would	AUX
ca-2039	133	5	have	have	VERB
ca-2039	133	6	to	to	PART
ca-2039	133	7	retest	retest	VERB
ca-2039	133	8	,	,	PUNCT
ca-2039	133	9	and	and	CCONJ
ca-2039	133	10	if	if	SCONJ
ca-2039	133	11	unsuccessful	unsuccessful	ADJ
ca-2039	133	12	,	,	PUNCT
ca-2039	133	13	would	would	AUX
ca-2039	133	14	be	be	AUX
ca-2039	133	15	asked	ask	VERB
ca-2039	133	16	to	to	PART
ca-2039	133	17	leave	leave	VERB
ca-2039	133	18	.	.	PUNCT
ca-2039	134	1	one	one	NUM
ca-2039	134	2	by	by	ADP
ca-2039	134	3	one	one	NUM
ca-2039	134	4	,	,	PUNCT
ca-2039	134	5	miroslav	miroslav	NOUN
ca-2039	134	6	called	call	VERB
ca-2039	134	7	each	each	PRON
ca-2039	134	8	of	of	ADP
ca-2039	134	9	the	the	DET
ca-2039	134	10	mappers	mapper	NOUN
ca-2039	134	11	outside	outside	ADP
ca-2039	134	12	the	the	DET
ca-2039	134	13	organization	organization	NOUN
ca-2039	134	14	’s	’s	PART
ca-2039	134	15	headquarters	headquarters	NOUN
ca-2039	134	16	;	;	PUNCT
ca-2039	134	17	they	they	PRON
ca-2039	134	18	stood	stand	VERB
ca-2039	134	19	abutting	abut	VERB
ca-2039	134	20	a	a	DET
ca-2039	134	21	large	large	ADJ
ca-2039	134	22	pile	pile	NOUN
ca-2039	134	23	of	of	ADP
ca-2039	134	24	trash	trash	NOUN
ca-2039	134	25	that	that	PRON
ca-2039	134	26	had	have	AUX
ca-2039	134	27	been	be	AUX
ca-2039	134	28	caked	cake	VERB
ca-2039	134	29	into	into	ADP
ca-2039	134	30	the	the	DET
ca-2039	134	31	ground	ground	NOUN
ca-2039	134	32	by	by	ADP
ca-2039	134	33	the	the	DET
ca-2039	134	34	ravages	ravage	NOUN
ca-2039	134	35	of	of	ADP
ca-2039	134	36	weather	weather	NOUN
ca-2039	134	37	and	and	CCONJ
ca-2039	134	38	the	the	DET
ca-2039	134	39	continuous	continuous	ADJ
ca-2039	134	40	imprint	imprint	NOUN
ca-2039	134	41	of	of	ADP
ca-2039	134	42	residents	resident	NOUN
ca-2039	134	43	’	’	PART
ca-2039	134	44	footsteps	footstep	NOUN
ca-2039	134	45	.	.	PUNCT
ca-2039	135	1	the	the	DET
ca-2039	135	2	mappers	mapper	NOUN
ca-2039	135	3	answered	answer	VERB
ca-2039	135	4	the	the	DET
ca-2039	135	5	questions	question	NOUN
ca-2039	135	6	as	as	ADV
ca-2039	135	7	best	well	ADV
ca-2039	135	8	they	they	PRON
ca-2039	135	9	could	could	AUX
ca-2039	135	10	,	,	PUNCT
ca-2039	135	11	occasionally	occasionally	ADV
ca-2039	135	12	raising	raise	VERB
ca-2039	135	13	their	their	PRON
ca-2039	135	14	voices	voice	NOUN
ca-2039	135	15	over	over	ADP
ca-2039	135	16	the	the	DET
ca-2039	135	17	brief	brief	ADJ
ca-2039	135	18	snippets	snippet	NOUN
ca-2039	135	19	of	of	ADP
ca-2039	135	20	reggaeton	reggaeton	NOUN
ca-2039	135	21	that	that	PRON
ca-2039	135	22	punctured	puncture	VERB
ca-2039	135	23	the	the	DET
ca-2039	135	24	air	air	NOUN
ca-2039	135	25	from	from	ADP
ca-2039	135	26	passing	pass	VERB
ca-2039	135	27	cars	car	NOUN
ca-2039	135	28	.	.	PUNCT
ca-2039	136	1	the	the	DET
ca-2039	136	2	testing	testing	NOUN
ca-2039	136	3	ended	end	VERB
ca-2039	136	4	inside	inside	ADV
ca-2039	136	5	,	,	PUNCT
ca-2039	136	6	with	with	ADP
ca-2039	136	7	the	the	DET
ca-2039	136	8	mappers	mapper	NOUN
ca-2039	136	9	using	use	VERB
ca-2039	136	10	one	one	NUM
ca-2039	136	11	of	of	ADP
ca-2039	136	12	three	three	NUM
ca-2039	136	13	laptops	laptop	NOUN
ca-2039	136	14	,	,	PUNCT
ca-2039	136	15	property	property	NOUN
ca-2039	136	16	of	of	ADP
ca-2039	136	17	mmp	mmp	PROPN
ca-2039	136	18	,	,	PUNCT
ca-2039	136	19	to	to	PART
ca-2039	136	20	upload	upload	VERB
ca-2039	136	21	points	point	NOUN
ca-2039	136	22	using	use	VERB
ca-2039	136	23	gps	gps	PROPN
ca-2039	136	24	babel	babel	NOUN
ca-2039	136	25	,	,	PUNCT
ca-2039	136	26	and	and	CCONJ
ca-2039	136	27	plot	plot	VERB
ca-2039	136	28	them	they	PRON
ca-2039	136	29	on	on	ADP
ca-2039	136	30	a	a	DET
ca-2039	136	31	map	map	NOUN
ca-2039	136	32	using	use	VERB
ca-2039	136	33	josm	josm	NOUN
ca-2039	136	34	.	.	PUNCT
ca-2039	137	1	through	through	ADP
ca-2039	137	2	such	such	ADJ
ca-2039	137	3	testing	testing	NOUN
ca-2039	137	4	practices	practice	NOUN
ca-2039	137	5	,	,	PUNCT
ca-2039	137	6	mmp	mmp	PROPN
ca-2039	137	7	constructed	construct	VERB
ca-2039	137	8	digital	digital	ADJ
ca-2039	137	9	mapping	mapping	NOUN
ca-2039	137	10	as	as	ADP
ca-2039	137	11	an	an	DET
ca-2039	137	12	expertise	expertise	NOUN
ca-2039	137	13	-	-	PUNCT
ca-2039	137	14	producing	produce	VERB
ca-2039	137	15	activity	activity	NOUN
ca-2039	137	16	.	.	PUNCT
ca-2039	138	1	months	month	NOUN
ca-2039	138	2	later	later	ADV
ca-2039	138	3	,	,	PUNCT
ca-2039	138	4	miroslav	miroslav	ADJ
ca-2039	138	5	and	and	CCONJ
ca-2039	138	6	sarah	sarah	PROPN
ca-2039	138	7	invited	invite	VERB
ca-2039	138	8	the	the	DET
ca-2039	138	9	mappers	mapper	NOUN
ca-2039	138	10	to	to	ADP
ca-2039	138	11	an	an	DET
ca-2039	138	12	elaborately	elaborately	ADV
ca-2039	138	13	staged	stage	VERB
ca-2039	138	14	party	party	NOUN
ca-2039	138	15	at	at	ADP
ca-2039	138	16	a	a	DET
ca-2039	138	17	restaurant	restaurant	NOUN
ca-2039	138	18	not	not	PART
ca-2039	138	19	far	far	ADV
ca-2039	138	20	from	from	ADP
ca-2039	138	21	muhimu	muhimu	PROPN
ca-2039	138	22	.	.	PUNCT
ca-2039	139	1	after	after	ADP
ca-2039	139	2	noshing	nosh	VERB
ca-2039	139	3	on	on	ADP
ca-2039	139	4	mbuzi	mbuzi	PROPN
ca-2039	139	5	choma	choma	NOUN
ca-2039	139	6	(	(	PUNCT
ca-2039	139	7	roasted	roasted	ADJ
ca-2039	139	8	goat	goat	NOUN
ca-2039	139	9	meat	meat	NOUN
ca-2039	139	10	)	)	PUNCT
ca-2039	139	11	and	and	CCONJ
ca-2039	139	12	tusker	tusker	NOUN
ca-2039	139	13	,	,	PUNCT
ca-2039	139	14	the	the	DET
ca-2039	139	15	local	local	ADJ
ca-2039	139	16	beer	beer	NOUN
ca-2039	139	17	,	,	PUNCT
ca-2039	139	18	they	they	PRON
ca-2039	139	19	called	call	VERB
ca-2039	139	20	each	each	PRON
ca-2039	139	21	of	of	ADP
ca-2039	139	22	the	the	DET
ca-2039	139	23	mappers	mapper	NOUN
ca-2039	139	24	to	to	ADP
ca-2039	139	25	the	the	DET
ca-2039	139	26	front	front	NOUN
ca-2039	139	27	of	of	ADP
ca-2039	139	28	the	the	DET
ca-2039	139	29	space	space	NOUN
ca-2039	139	30	to	to	PART
ca-2039	139	31	receive	receive	VERB
ca-2039	139	32	their	their	PRON
ca-2039	139	33	printed	print	VERB
ca-2039	139	34	certificates	certificate	NOUN
ca-2039	139	35	,	,	PUNCT
ca-2039	139	36	which	which	PRON
ca-2039	139	37	stated	state	VERB
ca-2039	139	38	that	that	SCONJ
ca-2039	139	39	they	they	PRON
ca-2039	139	40	were	be	AUX
ca-2039	139	41	“	"	PUNCT
ca-2039	139	42	proficient	proficient	ADJ
ca-2039	139	43	in	in	ADP
ca-2039	139	44	gps	gps	PROPN
ca-2039	139	45	data	datum	NOUN
ca-2039	139	46	collection	collection	NOUN
ca-2039	139	47	,	,	PUNCT
ca-2039	139	48	basic	basic	ADJ
ca-2039	139	49	editing	editing	NOUN
ca-2039	139	50	with	with	ADP
ca-2039	139	51	josm	josm	NOUN
ca-2039	139	52	,	,	PUNCT
ca-2039	139	53	and	and	CCONJ
ca-2039	139	54	openstreetmap	openstreetmap	ADJ
ca-2039	139	55	data	datum	NOUN
ca-2039	139	56	entry	entry	NOUN
ca-2039	139	57	.	.	PUNCT
ca-2039	139	58	”	"	PUNCT
ca-2039	140	1	crucially	crucially	ADV
ca-2039	140	2	,	,	PUNCT
ca-2039	140	3	these	these	DET
ca-2039	140	4	certificates	certificate	NOUN
ca-2039	140	5	also	also	ADV
ca-2039	140	6	displayed	display	VERB
ca-2039	140	7	the	the	DET
ca-2039	140	8	insignia	insignia	NOUN
ca-2039	140	9	of	of	ADP
ca-2039	140	10	both	both	DET
ca-2039	140	11	mmp	mmp	PROPN
ca-2039	140	12	and	and	CCONJ
ca-2039	140	13	a	a	DET
ca-2039	140	14	large	large	ADJ
ca-2039	140	15	health	health	NOUN
ca-2039	140	16	-	-	PUNCT
ca-2039	140	17	related	relate	VERB
ca-2039	140	18	ngo	ngo	NOUN
ca-2039	140	19	that	that	PRON
ca-2039	140	20	had	have	AUX
ca-2039	140	21	sponsored	sponsor	VERB
ca-2039	140	22	the	the	DET
ca-2039	140	23	trainings	training	NOUN
ca-2039	140	24	.	.	PUNCT
ca-2039	141	1	the	the	DET
ca-2039	141	2	mappers	mapper	NOUN
ca-2039	141	3	proudly	proudly	ADV
ca-2039	141	4	displayed	display	VERB
ca-2039	141	5	their	their	PRON
ca-2039	141	6	certificates	certificate	NOUN
ca-2039	141	7	,	,	PUNCT
ca-2039	141	8	and	and	CCONJ
ca-2039	141	9	all	all	DET
ca-2039	141	10	parties	party	NOUN
ca-2039	141	11	paused	pause	VERB
ca-2039	141	12	to	to	PART
ca-2039	141	13	ensure	ensure	VERB
ca-2039	141	14	that	that	SCONJ
ca-2039	141	15	the	the	DET
ca-2039	141	16	multiple	multiple	ADJ
ca-2039	141	17	cameras	camera	NOUN
ca-2039	141	18	documenting	document	VERB
ca-2039	141	19	the	the	DET
ca-2039	141	20	event	event	NOUN
ca-2039	141	21	captured	capture	VERB
ca-2039	141	22	the	the	DET
ca-2039	141	23	exchange	exchange	NOUN
ca-2039	141	24	of	of	ADP
ca-2039	141	25	documents	document	NOUN
ca-2039	141	26	,	,	PUNCT
ca-2039	141	27	hugs	hug	NOUN
ca-2039	141	28	,	,	PUNCT
ca-2039	141	29	and	and	CCONJ
ca-2039	141	30	hearty	hearty	ADJ
ca-2039	141	31	handshakes	handshake	NOUN
ca-2039	141	32	.	.	PUNCT
ca-2039	142	1	the	the	DET
ca-2039	142	2	certificates	certificate	NOUN
ca-2039	142	3	substantiated	substantiate	VERB
ca-2039	142	4	what	what	PRON
ca-2039	142	5	the	the	DET
ca-2039	142	6	day	day	NOUN
ca-2039	142	7	of	of	ADP
ca-2039	142	8	testing	testing	NOUN
ca-2039	142	9	had	have	AUX
ca-2039	142	10	initially	initially	ADV
ca-2039	142	11	suggested	suggest	VERB
ca-2039	142	12	—	—	PUNCT
ca-2039	142	13	that	that	SCONJ
ca-2039	142	14	the	the	DET
ca-2039	142	15	mappers	mapper	NOUN
ca-2039	142	16	were	be	AUX
ca-2039	142	17	now	now	ADV
ca-2039	142	18	geospatial	geospatial	ADJ
ca-2039	142	19	experts	expert	NOUN
ca-2039	142	20	.	.	PUNCT
ca-2039	143	1	as	as	ADP
ca-2039	143	2	their	their	PRON
ca-2039	143	3	desire	desire	NOUN
ca-2039	143	4	to	to	PART
ca-2039	143	5	be	be	AUX
ca-2039	143	6	photographed	photograph	VERB
ca-2039	143	7	made	make	VERB
ca-2039	143	8	evident	evident	ADJ
ca-2039	143	9	,	,	PUNCT
ca-2039	143	10	the	the	DET
ca-2039	143	11	mappers	mapper	NOUN
ca-2039	143	12	reveled	revel	VERB
ca-2039	143	13	in	in	ADP
ca-2039	143	14	this	this	DET
ca-2039	143	15	status	status	NOUN
ca-2039	143	16	.	.	PUNCT
ca-2039	144	1	“	"	PUNCT
ca-2039	144	2	nowadays	nowadays	ADV
ca-2039	144	3	.	.	PUNCT
ca-2039	144	4	.	.	PUNCT
ca-2039	144	5	.	.	PUNCT
ca-2039	145	1	[	[	X
ca-2039	145	2	there	there	PRON
ca-2039	145	3	are	be	VERB
ca-2039	145	4	many	many	ADJ
ca-2039	145	5	people	people	NOUN
ca-2039	145	6	]	]	PUNCT
ca-2039	145	7	teach[ing	teach[e	VERB
ca-2039	145	8	]	]	PUNCT
ca-2039	145	9	computer	computer	NOUN
ca-2039	145	10	lessons	lesson	NOUN
ca-2039	145	11	to	to	ADP
ca-2039	145	12	students	student	NOUN
ca-2039	145	13	,	,	PUNCT
ca-2039	145	14	[	[	X
ca-2039	145	15	but	but	CCONJ
ca-2039	145	16	]	]	PUNCT
ca-2039	145	17	they	they	PRON
ca-2039	145	18	ca	can	AUX
ca-2039	145	19	n’t	not	PART
ca-2039	145	20	award	award	VERB
ca-2039	145	21	you	you	PRON
ca-2039	145	22	a	a	DET
ca-2039	145	23	certificate	certificate	NOUN
ca-2039	145	24	,	,	PUNCT
ca-2039	145	25	so	so	SCONJ
ca-2039	145	26	you	you	PRON
ca-2039	145	27	ca	can	AUX
ca-2039	145	28	n’t	not	PART
ca-2039	145	29	be	be	AUX
ca-2039	145	30	recognized	recognize	VERB
ca-2039	145	31	anywhere	anywhere	ADV
ca-2039	145	32	like	like	SCONJ
ca-2039	145	33	you	you	PRON
ca-2039	145	34	know	know	VERB
ca-2039	145	35	anything	anything	PRON
ca-2039	145	36	about	about	ADP
ca-2039	145	37	computers	computer	NOUN
ca-2039	145	38	,	,	PUNCT
ca-2039	145	39	”	"	PUNCT
ca-2039	145	40	elisa	elisa	PROPN
ca-2039	145	41	said	say	VERB
ca-2039	145	42	,	,	PUNCT
ca-2039	145	43	comparing	compare	VERB
ca-2039	145	44	mmp	mmp	PROPN
ca-2039	145	45	’s	’s	PART
ca-2039	145	46	training	training	NOUN
ca-2039	145	47	program	program	NOUN
ca-2039	145	48	to	to	ADP
ca-2039	145	49	others	other	NOUN
ca-2039	145	50	she	she	PRON
ca-2039	145	51	had	have	AUX
ca-2039	145	52	encountered	encounter	VERB
ca-2039	145	53	in	in	ADP
ca-2039	145	54	the	the	DET
ca-2039	145	55	area	area	NOUN
ca-2039	145	56	.	.	PUNCT
ca-2039	146	1	such	such	ADJ
ca-2039	146	2	comments	comment	NOUN
ca-2039	146	3	revealed	reveal	VERB
ca-2039	146	4	certificates	certificate	NOUN
ca-2039	146	5	to	to	PART
ca-2039	146	6	be	be	AUX
ca-2039	146	7	one	one	NUM
ca-2039	146	8	pathway	pathway	NOUN
ca-2039	146	9	to	to	ADP
ca-2039	146	10	recognized	recognize	VERB
ca-2039	146	11	expertise	expertise	NOUN
ca-2039	146	12	,	,	PUNCT
ca-2039	146	13	which	which	PRON
ca-2039	146	14	promised	promise	VERB
ca-2039	146	15	the	the	DET
ca-2039	146	16	possibility	possibility	NOUN
ca-2039	146	17	of	of	ADP
ca-2039	146	18	future	future	ADJ
ca-2039	146	19	work	work	NOUN
ca-2039	146	20	and	and	CCONJ
ca-2039	146	21	a	a	DET
ca-2039	146	22	better	well	ADJ
ca-2039	146	23	life	life	NOUN
ca-2039	146	24	.	.	PUNCT
ca-2039	147	1	emmanuel	emmanuel	PROPN
ca-2039	147	2	,	,	PUNCT
ca-2039	147	3	another	another	DET
ca-2039	147	4	mapper	mapper	NOUN
ca-2039	147	5	,	,	PUNCT
ca-2039	147	6	concurred	concur	VERB
ca-2039	147	7	:	:	PUNCT
ca-2039	147	8	there	there	PRON
ca-2039	147	9	was	be	VERB
ca-2039	147	10	some	some	DET
ca-2039	147	11	ngo	ngo	PROPN
ca-2039	147	12	.	.	PUNCT
ca-2039	147	13	.	.	PUNCT
ca-2039	147	14	.	.	PUNCT
ca-2039	148	1	dealing	deal	VERB
ca-2039	148	2	with	with	ADP
ca-2039	148	3	hiv	hiv	PROPN
ca-2039	148	4	status	status	NOUN
ca-2039	148	5	.	.	PUNCT
ca-2039	149	1	they	they	PRON
ca-2039	149	2	wanted	want	VERB
ca-2039	149	3	guys	guy	NOUN
ca-2039	149	4	who	who	PRON
ca-2039	149	5	had	have	AUX
ca-2039	149	6	reached	reach	VERB
ca-2039	149	7	a	a	DET
ca-2039	149	8	certain	certain	ADJ
ca-2039	149	9	level	level	NOUN
ca-2039	149	10	in	in	ADP
ca-2039	149	11	school	school	NOUN
ca-2039	149	12	.	.	PUNCT
ca-2039	150	1	but	but	CCONJ
ca-2039	150	2	when	when	SCONJ
ca-2039	150	3	i	i	PRON
ca-2039	150	4	showed	show	VERB
ca-2039	150	5	them	they	PRON
ca-2039	150	6	the	the	DET
ca-2039	150	7	certs	cert	NOUN
ca-2039	151	1	[	[	X
ca-2039	151	2	certificates	certificate	VERB
ca-2039	151	3	]	]	PUNCT
ca-2039	151	4	that	that	SCONJ
ca-2039	151	5	i	i	PRON
ca-2039	151	6	had	have	VERB
ca-2039	151	7	,	,	PUNCT
ca-2039	151	8	they	they	PRON
ca-2039	151	9	took	take	VERB
ca-2039	151	10	me	i	PRON
ca-2039	151	11	for	for	ADP
ca-2039	151	12	work	work	NOUN
ca-2039	151	13	.	.	PUNCT
ca-2039	152	1	they	they	PRON
ca-2039	152	2	said	say	VERB
ca-2039	152	3	,	,	PUNCT
ca-2039	152	4	‘	'	PUNCT
ca-2039	152	5	ah	ah	INTJ
ca-2039	152	6	,	,	PUNCT
ca-2039	152	7	this	this	DET
ca-2039	152	8	guy	guy	NOUN
ca-2039	152	9	has	have	AUX
ca-2039	152	10	been	be	AUX
ca-2039	152	11	participating	participate	VERB
ca-2039	152	12	in	in	ADP
ca-2039	152	13	many	many	ADJ
ca-2039	152	14	events	event	NOUN
ca-2039	152	15	,	,	PUNCT
ca-2039	152	16	so	so	ADV
ca-2039	152	17	let	let	VERB
ca-2039	152	18	’s	’s	PRON
ca-2039	152	19	go	go	VERB
ca-2039	152	20	with	with	ADP
ca-2039	152	21	him	he	PRON
ca-2039	152	22	.	.	PUNCT
ca-2039	152	23	’	'	PUNCT
ca-2039	153	1	my	my	PRON
ca-2039	153	2	level	level	NOUN
ca-2039	153	3	of	of	ADP
ca-2039	153	4	education	education	NOUN
ca-2039	153	5	,	,	PUNCT
ca-2039	153	6	they	they	PRON
ca-2039	153	7	did	do	AUX
ca-2039	153	8	n’t	not	PART
ca-2039	153	9	see	see	VERB
ca-2039	153	10	it	it	PRON
ca-2039	153	11	as	as	ADP
ca-2039	153	12	law	law	NOUN
ca-2039	153	13	,	,	PUNCT
ca-2039	153	14	but	but	CCONJ
ca-2039	153	15	what	what	PRON
ca-2039	153	16	i	i	PRON
ca-2039	153	17	’ve	’ve	AUX
ca-2039	153	18	been	be	AUX
ca-2039	153	19	doing	do	VERB
ca-2039	153	20	to	to	PART
ca-2039	153	21	improve	improve	VERB
ca-2039	153	22	myself	myself	PRON
ca-2039	153	23	,	,	PUNCT
ca-2039	153	24	[	[	X
ca-2039	153	25	they	they	PRON
ca-2039	153	26	saw	see	VERB
ca-2039	153	27	it	it	PRON
ca-2039	153	28	as	as	ADP
ca-2039	153	29	]	]	X
ca-2039	153	30	vital	vital	ADJ
ca-2039	153	31	.	.	PUNCT
ca-2039	154	1	emmanuel	emmanuel	PROPN
ca-2039	154	2	’s	’s	PART
ca-2039	154	3	story	story	NOUN
ca-2039	154	4	suggests	suggest	VERB
ca-2039	154	5	that	that	SCONJ
ca-2039	154	6	the	the	DET
ca-2039	154	7	visibility	visibility	NOUN
ca-2039	154	8	of	of	ADP
ca-2039	154	9	the	the	DET
ca-2039	154	10	certificate	certificate	NOUN
ca-2039	154	11	made	make	VERB
ca-2039	154	12	the	the	DET
ca-2039	154	13	self	self	NOUN
ca-2039	154	14	visible	visible	ADJ
ca-2039	154	15	in	in	ADP
ca-2039	154	16	a	a	DET
ca-2039	154	17	new	new	ADJ
ca-2039	154	18	way	way	NOUN
ca-2039	154	19	.	.	PUNCT
ca-2039	155	1	that	that	PRON
ca-2039	155	2	is	is	ADV
ca-2039	155	3	,	,	PUNCT
ca-2039	155	4	it	it	PRON
ca-2039	155	5	conferred	confer	VERB
ca-2039	155	6	expertise	expertise	NOUN
ca-2039	155	7	that	that	PRON
ca-2039	155	8	enabled	enable	VERB
ca-2039	155	9	one	one	NUM
ca-2039	155	10	to	to	PART
ca-2039	155	11	bypass	bypass	VERB
ca-2039	155	12	more	more	ADV
ca-2039	155	13	traditional	traditional	ADJ
ca-2039	155	14	channels	channel	NOUN
ca-2039	155	15	to	to	ADP
ca-2039	155	16	employment	employment	NOUN
ca-2039	155	17	,	,	PUNCT
ca-2039	155	18	such	such	ADJ
ca-2039	155	19	as	as	ADP
ca-2039	155	20	education	education	NOUN
ca-2039	155	21	.	.	PUNCT
ca-2039	156	1	being	be	AUX
ca-2039	156	2	able	able	ADJ
ca-2039	156	3	to	to	PART
ca-2039	156	4	show	show	VERB
ca-2039	156	5	the	the	DET
ca-2039	156	6	certificate	certificate	NOUN
ca-2039	156	7	to	to	ADP
ca-2039	156	8	others	other	NOUN
ca-2039	156	9	,	,	PUNCT
ca-2039	156	10	to	to	PART
ca-2039	156	11	have	have	VERB
ca-2039	156	12	them	they	PRON
ca-2039	156	13	recognize	recognize	VERB
ca-2039	156	14	it	it	PRON
ca-2039	156	15	,	,	PUNCT
ca-2039	156	16	was	be	AUX
ca-2039	156	17	crucial	crucial	ADJ
ca-2039	156	18	for	for	ADP
ca-2039	156	19	this	this	DET
ca-2039	156	20	demonstration	demonstration	NOUN
ca-2039	156	21	of	of	ADP
ca-2039	156	22	expertise	expertise	NOUN
ca-2039	156	23	.	.	PUNCT
ca-2039	157	1	the	the	DET
ca-2039	157	2	mappers	mapper	NOUN
ca-2039	157	3	’	’	PART
ca-2039	157	4	preoccupation	preoccupation	NOUN
ca-2039	157	5	with	with	ADP
ca-2039	157	6	receiving	receive	VERB
ca-2039	157	7	the	the	DET
ca-2039	157	8	certificates	certificate	NOUN
ca-2039	157	9	makes	make	VERB
ca-2039	157	10	clear	clear	ADJ
ca-2039	157	11	that	that	SCONJ
ca-2039	157	12	despite	despite	SCONJ
ca-2039	157	13	the	the	DET
ca-2039	157	14	pervasive	pervasive	ADJ
ca-2039	157	15	discourse	discourse	NOUN
ca-2039	157	16	that	that	SCONJ
ca-2039	157	17	associated	associate	VERB
ca-2039	157	18	digitality	digitality	NOUN
ca-2039	157	19	with	with	ADP
ca-2039	157	20	unmediated	unmediated	ADJ
ca-2039	157	21	truth	truth	NOUN
ca-2039	157	22	,	,	PUNCT
ca-2039	157	23	the	the	DET
ca-2039	157	24	mappers	mapper	NOUN
ca-2039	157	25	were	be	AUX
ca-2039	157	26	aware	aware	ADJ
ca-2039	157	27	that	that	SCONJ
ca-2039	157	28	becoming	become	VERB
ca-2039	157	29	proficient	proficient	ADJ
ca-2039	157	30	in	in	ADP
ca-2039	157	31	digital	digital	ADJ
ca-2039	157	32	mapping	mapping	NOUN
ca-2039	157	33	was	be	AUX
ca-2039	157	34	not	not	PART
ca-2039	157	35	a	a	DET
ca-2039	157	36	channel	channel	NOUN
ca-2039	157	37	unto	unto	ADP
ca-2039	157	38	itself	itself	PRON
ca-2039	157	39	;	;	PUNCT
ca-2039	157	40	the	the	DET
ca-2039	157	41	digital	digital	ADJ
ca-2039	157	42	maps	map	NOUN
ca-2039	157	43	were	be	AUX
ca-2039	157	44	mediated	mediate	VERB
ca-2039	157	45	by	by	ADP
ca-2039	157	46	another	another	DET
ca-2039	157	47	document	document	NOUN
ca-2039	157	48	,	,	PUNCT
ca-2039	157	49	which	which	PRON
ca-2039	157	50	had	have	AUX
ca-2039	157	51	been	be	AUX
ca-2039	157	52	authorized	authorize	VERB
ca-2039	157	53	by	by	ADP
ca-2039	157	54	ngos	ngo	NOUN
ca-2039	157	55	.	.	PUNCT
ca-2039	158	1	mappers	mapper	NOUN
ca-2039	158	2	themselves	themselves	PRON
ca-2039	158	3	linked	link	VERB
ca-2039	158	4	the	the	DET
ca-2039	158	5	practice	practice	NOUN
ca-2039	158	6	of	of	ADP
ca-2039	158	7	making	make	VERB
ca-2039	158	8	muhimu	muhimu	NOUN
ca-2039	158	9	visible	visible	ADJ
ca-2039	158	10	to	to	ADP
ca-2039	158	11	two	two	NUM
ca-2039	158	12	main	main	ADJ
ca-2039	158	13	outcomes	outcome	NOUN
ca-2039	158	14	:	:	PUNCT
ca-2039	158	15	the	the	DET
ca-2039	158	16	ability	ability	NOUN
ca-2039	158	17	to	to	PART
ca-2039	158	18	recalibrate	recalibrate	VERB
ca-2039	158	19	sociopolitical	sociopolitical	ADJ
ca-2039	158	20	relations	relation	NOUN
ca-2039	158	21	with	with	ADP
ca-2039	158	22	neighborhood	neighborhood	NOUN
ca-2039	158	23	authority	authority	NOUN
ca-2039	158	24	figures	figure	NOUN
ca-2039	158	25	,	,	PUNCT
ca-2039	158	26	and	and	CCONJ
ca-2039	158	27	the	the	DET
ca-2039	158	28	ability	ability	NOUN
ca-2039	158	29	to	to	PART
ca-2039	158	30	make	make	VERB
ca-2039	158	31	social	social	ADJ
ca-2039	158	32	connections	connection	NOUN
ca-2039	158	33	that	that	PRON
ca-2039	158	34	could	could	AUX
ca-2039	158	35	lead	lead	VERB
ca-2039	158	36	to	to	ADP
ca-2039	158	37	work	work	NOUN
ca-2039	158	38	.	.	PUNCT
ca-2039	159	1	indeed	indeed	ADV
ca-2039	159	2	,	,	PUNCT
ca-2039	159	3	the	the	DET
ca-2039	159	4	digital	digital	NOUN
ca-2039	159	5	served	serve	VERB
ca-2039	159	6	as	as	ADP
ca-2039	159	7	a	a	DET
ca-2039	159	8	shared	share	VERB
ca-2039	159	9	grammar	grammar	NOUN
ca-2039	159	10	through	through	ADP
ca-2039	159	11	which	which	PRON
ca-2039	159	12	local	local	ADJ
ca-2039	159	13	government	government	NOUN
ca-2039	159	14	leaders	leader	NOUN
ca-2039	159	15	and	and	CCONJ
ca-2039	159	16	mappers	mapper	NOUN
ca-2039	159	17	could	could	AUX
ca-2039	159	18	position	position	VERB
ca-2039	159	19	themselves	themselves	PRON
ca-2039	159	20	as	as	ADP
ca-2039	159	21	equals	equal	VERB
ca-2039	159	22	in	in	ADP
ca-2039	159	23	kenya	kenya	PROPN
ca-2039	159	24	’s	’s	PART
ca-2039	159	25	race	race	NOUN
ca-2039	159	26	toward	toward	ADP
ca-2039	159	27	modernization	modernization	NOUN
ca-2039	159	28	.	.	PUNCT
ca-2039	160	1	“	"	PUNCT
ca-2039	160	2	does	do	AUX
ca-2039	160	3	mapping	mapping	NOUN
ca-2039	160	4	increase	increase	VERB
ca-2039	160	5	transparency	transparency	NOUN
ca-2039	160	6	in	in	ADP
ca-2039	160	7	muhimu	muhimu	PROPN
ca-2039	160	8	?	?	PUNCT
ca-2039	160	9	”	"	PUNCT
ca-2039	161	1	i	i	PRON
ca-2039	161	2	asked	ask	VERB
ca-2039	161	3	one	one	NUM
ca-2039	161	4	mapper	mapper	NOUN
ca-2039	161	5	,	,	PUNCT
ca-2039	161	6	maurice	maurice	NOUN
ca-2039	161	7	.	.	PUNCT
ca-2039	162	1	yes	yes	INTJ
ca-2039	162	2	,	,	PUNCT
ca-2039	162	3	it	it	PRON
ca-2039	162	4	made	make	VERB
ca-2039	162	5	a	a	DET
ca-2039	162	6	big	big	ADJ
ca-2039	162	7	awareness	awareness	NOUN
ca-2039	162	8	.	.	PUNCT
ca-2039	162	9	.	.	PUNCT
ca-2039	162	10	.	.	PUNCT
ca-2039	163	1	the	the	DET
ca-2039	163	2	mapping	mapping	NOUN
ca-2039	163	3	did	do	VERB
ca-2039	163	4	a	a	DET
ca-2039	163	5	very	very	ADV
ca-2039	163	6	unique	unique	ADJ
ca-2039	163	7	thing	thing	NOUN
ca-2039	163	8	.	.	PUNCT
ca-2039	164	1	the	the	DET
ca-2039	164	2	do	do	AUX
ca-2039	164	3	[	[	X
ca-2039	164	4	district	district	NOUN
ca-2039	164	5	officer	officer	NOUN
ca-2039	164	6	]	]	X
ca-2039	164	7	,	,	PUNCT
ca-2039	164	8	the	the	DET
ca-2039	164	9	chiefs	chief	NOUN
ca-2039	164	10	.	.	PUNCT
ca-2039	164	11	.	.	PUNCT
ca-2039	164	12	.	.	PUNCT
ca-2039	165	1	they	they	PRON
ca-2039	165	2	are	be	AUX
ca-2039	165	3	now	now	ADV
ca-2039	165	4	starting	start	VERB
ca-2039	165	5	to	to	PART
ca-2039	165	6	trust	trust	VERB
ca-2039	165	7	the	the	DET
ca-2039	165	8	youth	youth	NOUN
ca-2039	165	9	.	.	PUNCT
ca-2039	166	1	[	[	X
ca-2039	166	2	we	we	PRON
ca-2039	166	3	took	take	VERB
ca-2039	166	4	]	]	PUNCT
ca-2039	166	5	the	the	DET
ca-2039	166	6	first	first	ADJ
ca-2039	166	7	map	map	NOUN
ca-2039	166	8	to	to	ADP
ca-2039	166	9	the	the	DET
ca-2039	166	10	do	do	NOUN
ca-2039	166	11	and	and	CCONJ
ca-2039	166	12	he	he	PRON
ca-2039	166	13	asked	ask	VERB
ca-2039	166	14	,	,	PUNCT
ca-2039	166	15	“	"	PUNCT
ca-2039	166	16	who	who	PRON
ca-2039	166	17	did	do	VERB
ca-2039	166	18	this	this	PRON
ca-2039	166	19	?	?	PUNCT
ca-2039	166	20	”	"	PUNCT
ca-2039	167	1	we	we	PRON
ca-2039	167	2	said	say	VERB
ca-2039	167	3	to	to	ADP
ca-2039	167	4	him	he	PRON
ca-2039	167	5	,	,	PUNCT
ca-2039	167	6	“	"	PUNCT
ca-2039	167	7	we	we	PRON
ca-2039	167	8	ourselves	ourselves	PRON
ca-2039	167	9	did	do	VERB
ca-2039	167	10	this	this	PRON
ca-2039	167	11	.	.	PUNCT
ca-2039	167	12	”	"	PUNCT
ca-2039	168	1	he	he	PRON
ca-2039	168	2	said	say	VERB
ca-2039	168	3	,	,	PUNCT
ca-2039	168	4	“	"	PUNCT
ca-2039	168	5	you	you	PRON
ca-2039	168	6	are	be	AUX
ca-2039	168	7	doing	do	VERB
ca-2039	168	8	a	a	DET
ca-2039	168	9	very	very	ADV
ca-2039	168	10	good	good	ADJ
ca-2039	168	11	idea	idea	NOUN
ca-2039	168	12	.	.	PUNCT
ca-2039	169	1	even	even	ADV
ca-2039	169	2	those	those	DET
ca-2039	169	3	mzees	mzee	NOUN
ca-2039	169	4	of	of	ADP
ca-2039	169	5	kijijis	kijiji	NOUN
ca-2039	170	1	[	[	X
ca-2039	170	2	elders	elder	NOUN
ca-2039	170	3	in	in	ADP
ca-2039	170	4	the	the	DET
ca-2039	170	5	villages	village	NOUN
ca-2039	170	6	]	]	PUNCT
ca-2039	170	7	who	who	PRON
ca-2039	170	8	are	be	AUX
ca-2039	170	9	saying	say	VERB
ca-2039	170	10	you	you	PRON
ca-2039	170	11	are	be	AUX
ca-2039	170	12	thieves	thief	NOUN
ca-2039	170	13	,	,	PUNCT
ca-2039	170	14	i	i	PRON
ca-2039	170	15	can	can	AUX
ca-2039	170	16	not	not	PART
ca-2039	170	17	believe	believe	VERB
ca-2039	170	18	it	it	PRON
ca-2039	170	19	from	from	ADP
ca-2039	170	20	now	now	ADV
ca-2039	170	21	.	.	PUNCT
ca-2039	170	22	”	"	PUNCT
ca-2039	171	1	[	[	X
ca-2039	171	2	they	they	PRON
ca-2039	171	3	believe	believe	VERB
ca-2039	171	4	]	]	PUNCT
ca-2039	171	5	that	that	SCONJ
ca-2039	171	6	[	[	X
ca-2039	171	7	the	the	DET
ca-2039	171	8	youth	youth	NOUN
ca-2039	171	9	]	]	PUNCT
ca-2039	171	10	can	can	AUX
ca-2039	171	11	do	do	VERB
ca-2039	171	12	something	something	PRON
ca-2039	171	13	.	.	PUNCT
ca-2039	172	1	here	here	ADV
ca-2039	172	2	,	,	PUNCT
ca-2039	172	3	the	the	DET
ca-2039	172	4	technological	technological	ADJ
ca-2039	172	5	expertise	expertise	NOUN
ca-2039	172	6	conferred	confer	VERB
ca-2039	172	7	by	by	ADP
ca-2039	172	8	transparency	transparency	NOUN
ca-2039	172	9	-	-	PUNCT
ca-2039	172	10	seeking	seeking	NOUN
ca-2039	172	11	effected	effect	VERB
ca-2039	172	12	a	a	DET
ca-2039	172	13	political	political	ADJ
ca-2039	172	14	shift	shift	NOUN
ca-2039	172	15	:	:	PUNCT
ca-2039	172	16	their	their	PRON
ca-2039	172	17	status	status	NOUN
ca-2039	172	18	vis	vis	X
ca-2039	172	19	-	-	PUNCT
ca-2039	172	20	à	à	X
ca-2039	172	21	-	-	PUNCT
ca-2039	172	22	vis	vis	X
ca-2039	172	23	local	local	ADJ
ca-2039	172	24	government	government	NOUN
ca-2039	172	25	improved	improve	VERB
ca-2039	172	26	.	.	PUNCT
ca-2039	173	1	in	in	ADP
ca-2039	173	2	his	his	PRON
ca-2039	173	3	research	research	NOUN
ca-2039	173	4	on	on	ADP
ca-2039	173	5	campesinos	campesino	NOUN
ca-2039	173	6	’	'	PUNCT
ca-2039	173	7	struggle	struggle	NOUN
ca-2039	173	8	to	to	PART
ca-2039	173	9	claim	claim	VERB
ca-2039	173	10	land	land	NOUN
ca-2039	173	11	amid	amid	ADP
ca-2039	173	12	sweeping	sweeping	ADJ
ca-2039	173	13	political	political	ADJ
ca-2039	173	14	and	and	CCONJ
ca-2039	173	15	economic	economic	ADJ
ca-2039	173	16	changes	change	NOUN
ca-2039	173	17	in	in	ADP
ca-2039	173	18	contemporary	contemporary	ADJ
ca-2039	173	19	paraguay	paraguay	NOUN
ca-2039	173	20	,	,	PUNCT
ca-2039	173	21	kregg	kregg	NOUN
ca-2039	173	22	hetherington	hetherington	PROPN
ca-2039	173	23	(	(	PUNCT
ca-2039	173	24	2011	2011	NUM
ca-2039	173	25	,	,	PUNCT
ca-2039	173	26	151	151	NUM
ca-2039	173	27	)	)	PUNCT
ca-2039	173	28	suggests	suggest	VERB
ca-2039	173	29	that	that	SCONJ
ca-2039	173	30	retaining	retain	VERB
ca-2039	173	31	control	control	NOUN
ca-2039	173	32	over	over	ADP
ca-2039	173	33	the	the	DET
ca-2039	173	34	circulation	circulation	NOUN
ca-2039	173	35	of	of	ADP
ca-2039	173	36	documents	document	NOUN
ca-2039	173	37	related	relate	VERB
ca-2039	173	38	to	to	ADP
ca-2039	173	39	land	land	NOUN
ca-2039	173	40	titling	titling	NOUN
ca-2039	173	41	had	have	VERB
ca-2039	173	42	political	political	ADJ
ca-2039	173	43	consequences	consequence	NOUN
ca-2039	173	44	more	more	ADV
ca-2039	173	45	profound	profound	ADJ
ca-2039	173	46	than	than	ADP
ca-2039	173	47	mining	mine	VERB
ca-2039	173	48	the	the	DET
ca-2039	173	49	information	information	NOUN
ca-2039	173	50	contained	contain	VERB
ca-2039	173	51	within	within	ADP
ca-2039	173	52	them	they	PRON
ca-2039	173	53	.	.	PUNCT
ca-2039	174	1	though	though	SCONJ
ca-2039	174	2	the	the	DET
ca-2039	174	3	maps	map	NOUN
ca-2039	174	4	in	in	ADP
ca-2039	174	5	muhimu	muhimu	NOUN
ca-2039	174	6	were	be	AUX
ca-2039	174	7	consistently	consistently	ADV
ca-2039	174	8	referred	refer	VERB
ca-2039	174	9	to	to	ADP
ca-2039	174	10	by	by	ADP
ca-2039	174	11	mappers	mapper	NOUN
ca-2039	174	12	and	and	CCONJ
ca-2039	174	13	project	project	NOUN
ca-2039	174	14	managers	manager	NOUN
ca-2039	174	15	alike	alike	ADV
ca-2039	174	16	as	as	ADP
ca-2039	174	17	evidence	evidence	NOUN
ca-2039	174	18	to	to	PART
ca-2039	174	19	improve	improve	VERB
ca-2039	174	20	service	service	NOUN
ca-2039	174	21	provision	provision	NOUN
ca-2039	174	22	in	in	ADP
ca-2039	174	23	the	the	DET
ca-2039	174	24	slum	slum	NOUN
ca-2039	174	25	,	,	PUNCT
ca-2039	174	26	government	government	NOUN
ca-2039	174	27	officials	official	NOUN
ca-2039	174	28	rarely	rarely	ADV
ca-2039	174	29	,	,	PUNCT
ca-2039	174	30	if	if	SCONJ
ca-2039	174	31	ever	ever	ADV
ca-2039	174	32	,	,	PUNCT
ca-2039	174	33	used	use	VERB
ca-2039	174	34	the	the	DET
ca-2039	174	35	maps	map	NOUN
ca-2039	174	36	’	'	PUNCT
ca-2039	174	37	content	content	NOUN
ca-2039	174	38	in	in	ADP
ca-2039	174	39	urban	urban	ADJ
ca-2039	174	40	planning	planning	NOUN
ca-2039	174	41	or	or	CCONJ
ca-2039	174	42	service	service	NOUN
ca-2039	174	43	distribution	distribution	NOUN
ca-2039	174	44	.	.	PUNCT
ca-2039	175	1	yet	yet	CCONJ
ca-2039	175	2	the	the	DET
ca-2039	175	3	maps	map	NOUN
ca-2039	175	4	hung	hang	VERB
ca-2039	175	5	on	on	ADP
ca-2039	175	6	the	the	DET
ca-2039	175	7	walls	wall	NOUN
ca-2039	175	8	of	of	ADP
ca-2039	175	9	the	the	DET
ca-2039	175	10	offices	office	NOUN
ca-2039	175	11	of	of	ADP
ca-2039	175	12	district	district	NOUN
ca-2039	175	13	officers	officer	NOUN
ca-2039	175	14	and	and	CCONJ
ca-2039	175	15	local	local	ADJ
ca-2039	175	16	chiefs	chief	NOUN
ca-2039	175	17	,	,	PUNCT
ca-2039	175	18	the	the	DET
ca-2039	175	19	only	only	ADJ
ca-2039	175	20	documents	document	NOUN
ca-2039	175	21	displayed	display	VERB
ca-2039	175	22	save	save	VERB
ca-2039	175	23	for	for	ADP
ca-2039	175	24	tattered	tattered	ADJ
ca-2039	175	25	calendars	calendar	NOUN
ca-2039	175	26	marking	mark	VERB
ca-2039	175	27	the	the	DET
ca-2039	175	28	passage	passage	NOUN
ca-2039	175	29	of	of	ADP
ca-2039	175	30	time	time	NOUN
ca-2039	175	31	.	.	PUNCT
ca-2039	176	1	the	the	DET
ca-2039	176	2	documents	document	NOUN
ca-2039	176	3	’	’	PART
ca-2039	176	4	generative	generative	ADJ
ca-2039	176	5	effect	effect	NOUN
ca-2039	177	1	,	,	PUNCT
ca-2039	177	2	i	i	PRON
ca-2039	177	3	suggest	suggest	VERB
ca-2039	177	4	,	,	PUNCT
ca-2039	177	5	was	be	AUX
ca-2039	177	6	not	not	PART
ca-2039	177	7	to	to	PART
ca-2039	177	8	inspire	inspire	VERB
ca-2039	177	9	civil	civil	ADJ
ca-2039	177	10	servants	servant	NOUN
ca-2039	177	11	and	and	CCONJ
ca-2039	177	12	political	political	ADJ
ca-2039	177	13	figures	figure	NOUN
ca-2039	177	14	to	to	PART
ca-2039	177	15	assume	assume	VERB
ca-2039	177	16	their	their	PRON
ca-2039	177	17	formal	formal	ADJ
ca-2039	177	18	duties	duty	NOUN
ca-2039	177	19	as	as	ADP
ca-2039	177	20	democratically	democratically	ADV
ca-2039	177	21	elected	elect	VERB
ca-2039	177	22	representatives	representative	NOUN
ca-2039	177	23	,	,	PUNCT
ca-2039	177	24	as	as	ADP
ca-2039	177	25	miroslav	miroslav	ADJ
ca-2039	177	26	and	and	CCONJ
ca-2039	177	27	sarah	sarah	PROPN
ca-2039	177	28	envisioned	envision	VERB
ca-2039	177	29	,	,	PUNCT
ca-2039	177	30	but	but	CCONJ
ca-2039	177	31	rather	rather	ADV
ca-2039	177	32	to	to	PART
ca-2039	177	33	signal	signal	VERB
ca-2039	177	34	that	that	SCONJ
ca-2039	177	35	they	they	PRON
ca-2039	177	36	understood	understand	VERB
ca-2039	177	37	and	and	CCONJ
ca-2039	177	38	formed	form	VERB
ca-2039	177	39	part	part	NOUN
ca-2039	177	40	of	of	ADP
ca-2039	177	41	the	the	DET
ca-2039	177	42	world	world	NOUN
ca-2039	177	43	in	in	ADP
ca-2039	177	44	which	which	PRON
ca-2039	177	45	the	the	DET
ca-2039	177	46	maps	map	NOUN
ca-2039	177	47	circulated	circulate	VERB
ca-2039	177	48	,	,	PUNCT
ca-2039	177	49	both	both	CCONJ
ca-2039	177	50	symbolically	symbolically	ADV
ca-2039	177	51	and	and	CCONJ
ca-2039	177	52	materially	materially	ADV
ca-2039	177	53	(	(	PUNCT
ca-2039	177	54	see	see	VERB
ca-2039	177	55	larkin	larkin	PROPN
ca-2039	177	56	2013	2013	NUM
ca-2039	177	57	)	)	PUNCT
ca-2039	177	58	.	.	PUNCT
ca-2039	178	1	that	that	SCONJ
ca-2039	178	2	the	the	DET
ca-2039	178	3	maps	map	NOUN
ca-2039	178	4	,	,	PUNCT
ca-2039	178	5	pointillist	pointillist	NOUN
ca-2039	178	6	conglomerations	conglomeration	NOUN
ca-2039	178	7	of	of	ADP
ca-2039	178	8	dots	dot	NOUN
ca-2039	178	9	and	and	CCONJ
ca-2039	178	10	dashes	dash	NOUN
ca-2039	178	11	,	,	PUNCT
ca-2039	178	12	had	have	AUX
ca-2039	178	13	traveled	travel	VERB
ca-2039	178	14	through	through	ADP
ca-2039	178	15	the	the	DET
ca-2039	178	16	cavernous	cavernous	ADJ
ca-2039	178	17	heart	heart	NOUN
ca-2039	178	18	of	of	ADP
ca-2039	178	19	a	a	DET
ca-2039	178	20	computer	computer	NOUN
ca-2039	178	21	before	before	ADP
ca-2039	178	22	transmogrifying	transmogrify	VERB
ca-2039	178	23	into	into	ADP
ca-2039	178	24	the	the	DET
ca-2039	178	25	banal	banal	ADJ
ca-2039	178	26	,	,	PUNCT
ca-2039	178	27	tactile	tactile	ADJ
ca-2039	178	28	documents	document	NOUN
ca-2039	178	29	familiar	familiar	ADJ
ca-2039	178	30	to	to	ADP
ca-2039	178	31	government	government	NOUN
ca-2039	178	32	officials	official	NOUN
ca-2039	178	33	everywhere	everywhere	ADV
ca-2039	178	34	only	only	ADV
ca-2039	178	35	underscored	underscore	VERB
ca-2039	178	36	the	the	DET
ca-2039	178	37	extent	extent	NOUN
ca-2039	178	38	to	to	PART
ca-2039	178	39	which	which	PRON
ca-2039	178	40	“	"	PUNCT
ca-2039	178	41	the	the	DET
ca-2039	178	42	medium	medium	NOUN
ca-2039	178	43	of	of	ADP
ca-2039	178	44	objectification	objectification	NOUN
ca-2039	178	45	matter[ed	matter[ed	PROPN
ca-2039	178	46	]	]	X
ca-2039	178	47	”	"	PUNCT
ca-2039	178	48	(	(	PUNCT
ca-2039	178	49	miller	miller	PROPN
ca-2039	178	50	1987	1987	NUM
ca-2039	178	51	,	,	PUNCT
ca-2039	178	52	129	129	NUM
ca-2039	178	53	)	)	PUNCT
ca-2039	178	54	in	in	ADP
ca-2039	178	55	this	this	DET
ca-2039	178	56	case	case	NOUN
ca-2039	178	57	.	.	PUNCT
ca-2039	179	1	indeed	indeed	ADV
ca-2039	179	2	,	,	PUNCT
ca-2039	179	3	the	the	DET
ca-2039	179	4	maps	map	NOUN
ca-2039	179	5	’	'	PUNCT
ca-2039	179	6	close	close	ADJ
ca-2039	179	7	affiliation	affiliation	NOUN
ca-2039	179	8	with	with	ADP
ca-2039	179	9	the	the	DET
ca-2039	179	10	computer	computer	NOUN
ca-2039	179	11	,	,	PUNCT
ca-2039	179	12	which	which	PRON
ca-2039	179	13	njoroge	njoroge	NOUN
ca-2039	179	14	,	,	PUNCT
ca-2039	179	15	ngilu	ngilu	NOUN
ca-2039	179	16	,	,	PUNCT
ca-2039	179	17	and	and	CCONJ
ca-2039	179	18	others	other	NOUN
ca-2039	179	19	purported	purport	VERB
ca-2039	179	20	would	would	AUX
ca-2039	179	21	translate	translate	VERB
ca-2039	179	22	human	human	ADJ
ca-2039	179	23	folly	folly	NOUN
ca-2039	179	24	and	and	CCONJ
ca-2039	179	25	malfeasance	malfeasance	NOUN
ca-2039	179	26	into	into	ADP
ca-2039	179	27	sets	set	NOUN
ca-2039	179	28	of	of	ADP
ca-2039	179	29	quantifiable	quantifiable	ADJ
ca-2039	179	30	,	,	PUNCT
ca-2039	179	31	and	and	CCONJ
ca-2039	179	32	therefore	therefore	ADV
ca-2039	179	33	neutral	neutral	ADJ
ca-2039	179	34	and	and	CCONJ
ca-2039	179	35	objective	objective	ADJ
ca-2039	179	36	,	,	PUNCT
ca-2039	179	37	standards	standard	NOUN
ca-2039	179	38	,	,	PUNCT
ca-2039	179	39	made	make	VERB
ca-2039	179	40	them	they	PRON
ca-2039	179	41	desirable	desirable	ADJ
ca-2039	179	42	.	.	PUNCT
ca-2039	180	1	given	give	VERB
ca-2039	180	2	muhimu	muhimu	PROPN
ca-2039	180	3	’s	’s	PART
ca-2039	180	4	recent	recent	ADJ
ca-2039	180	5	violent	violent	ADJ
ca-2039	180	6	history	history	NOUN
ca-2039	180	7	,	,	PUNCT
ca-2039	180	8	residents	resident	NOUN
ca-2039	180	9	and	and	CCONJ
ca-2039	180	10	foreigners	foreigner	NOUN
ca-2039	180	11	alike	alike	ADV
ca-2039	180	12	contrasted	contrast	VERB
ca-2039	180	13	cold	cold	ADJ
ca-2039	180	14	,	,	PUNCT
ca-2039	180	15	calculated	calculate	VERB
ca-2039	180	16	computer	computer	NOUN
ca-2039	180	17	knowledge	knowledge	NOUN
ca-2039	180	18	with	with	ADP
ca-2039	180	19	what	what	PRON
ca-2039	180	20	the	the	DET
ca-2039	180	21	local	local	ADJ
ca-2039	180	22	press	press	NOUN
ca-2039	180	23	had	have	AUX
ca-2039	180	24	characterized	characterize	VERB
ca-2039	180	25	as	as	ADP
ca-2039	180	26	an	an	DET
ca-2039	180	27	excess	excess	NOUN
ca-2039	180	28	of	of	ADP
ca-2039	180	29	affect	affect	NOUN
ca-2039	180	30	that	that	PRON
ca-2039	180	31	led	lead	VERB
ca-2039	180	32	to	to	ADP
ca-2039	180	33	the	the	DET
ca-2039	180	34	2007–2008	2007–2008	NUM
ca-2039	180	35	violence	violence	NOUN
ca-2039	180	36	.	.	PUNCT
ca-2039	181	1	when	when	SCONJ
ca-2039	181	2	the	the	DET
ca-2039	181	3	chiefs	chief	NOUN
ca-2039	181	4	and	and	CCONJ
ca-2039	181	5	dos	do	NOUN
ca-2039	181	6	prominently	prominently	ADV
ca-2039	181	7	showcased	showcase	VERB
ca-2039	181	8	the	the	DET
ca-2039	181	9	maps	map	NOUN
ca-2039	181	10	,	,	PUNCT
ca-2039	181	11	they	they	PRON
ca-2039	181	12	signaled	signal	VERB
ca-2039	181	13	their	their	PRON
ca-2039	181	14	convergence	convergence	NOUN
ca-2039	181	15	(	(	PUNCT
ca-2039	181	16	see	see	VERB
ca-2039	181	17	mazzarella	mazzarella	NOUN
ca-2039	181	18	2006	2006	NUM
ca-2039	181	19	)	)	PUNCT
ca-2039	181	20	with	with	ADP
ca-2039	181	21	those	those	PRON
ca-2039	181	22	they	they	PRON
ca-2039	181	23	were	be	AUX
ca-2039	181	24	expected	expect	VERB
ca-2039	181	25	to	to	PART
ca-2039	181	26	govern	govern	VERB
ca-2039	181	27	,	,	PUNCT
ca-2039	181	28	slum	slum	NOUN
ca-2039	181	29	-	-	PUNCT
ca-2039	181	30	dwellers	dweller	NOUN
ca-2039	181	31	,	,	PUNCT
ca-2039	181	32	without	without	ADP
ca-2039	181	33	having	have	VERB
ca-2039	181	34	to	to	PART
ca-2039	181	35	substantively	substantively	ADV
ca-2039	181	36	engage	engage	VERB
ca-2039	181	37	with	with	ADP
ca-2039	181	38	them	they	PRON
ca-2039	181	39	,	,	PUNCT
ca-2039	181	40	implement	implement	VERB
ca-2039	181	41	policies	policy	NOUN
ca-2039	181	42	,	,	PUNCT
ca-2039	181	43	or	or	CCONJ
ca-2039	181	44	distribute	distribute	VERB
ca-2039	181	45	services	service	NOUN
ca-2039	181	46	.	.	PUNCT
ca-2039	182	1	indeed	indeed	ADV
ca-2039	182	2	,	,	PUNCT
ca-2039	182	3	njoroge	njoroge	PROPN
ca-2039	182	4	’s	’s	PART
ca-2039	182	5	eyes	eye	NOUN
ca-2039	182	6	lit	light	VERB
ca-2039	182	7	up	up	ADP
ca-2039	182	8	on	on	ADP
ca-2039	182	9	recounting	recount	VERB
ca-2039	182	10	how	how	SCONJ
ca-2039	182	11	a	a	DET
ca-2039	182	12	do	do	NOUN
ca-2039	182	13	or	or	CCONJ
ca-2039	182	14	chief	chief	NOUN
ca-2039	182	15	had	have	AUX
ca-2039	182	16	taped	tape	VERB
ca-2039	182	17	a	a	DET
ca-2039	182	18	printed	print	VERB
ca-2039	182	19	map	map	NOUN
ca-2039	182	20	to	to	ADP
ca-2039	182	21	his	his	PRON
ca-2039	182	22	office	office	NOUN
ca-2039	182	23	wall	wall	NOUN
ca-2039	182	24	,	,	PUNCT
ca-2039	182	25	corroborating	corroborate	VERB
ca-2039	182	26	mark	mark	NOUN
ca-2039	182	27	’s	’s	PART
ca-2039	182	28	account	account	NOUN
ca-2039	182	29	that	that	SCONJ
ca-2039	182	30	the	the	DET
ca-2039	182	31	maps	map	NOUN
ca-2039	182	32	caused	cause	VERB
ca-2039	182	33	local	local	ADJ
ca-2039	182	34	leaders	leader	NOUN
ca-2039	182	35	to	to	PART
ca-2039	182	36	reimagine	reimagine	VERB
ca-2039	182	37	the	the	DET
ca-2039	182	38	youth	youth	NOUN
ca-2039	182	39	of	of	ADP
ca-2039	182	40	muhimu	muhimu	NOUN
ca-2039	182	41	in	in	ADP
ca-2039	182	42	a	a	DET
ca-2039	182	43	positive	positive	ADJ
ca-2039	182	44	light	light	NOUN
ca-2039	182	45	.	.	PUNCT
ca-2039	183	1	furthermore	furthermore	ADV
ca-2039	183	2	,	,	PUNCT
ca-2039	183	3	through	through	ADP
ca-2039	183	4	including	include	VERB
ca-2039	183	5	the	the	DET
ca-2039	183	6	maps	map	NOUN
ca-2039	183	7	,	,	PUNCT
ca-2039	183	8	technical	technical	ADJ
ca-2039	183	9	objects	object	NOUN
ca-2039	183	10	associated	associate	VERB
ca-2039	183	11	with	with	ADP
ca-2039	183	12	modern	modern	ADJ
ca-2039	183	13	,	,	PUNCT
ca-2039	183	14	prosperous	prosperous	ADJ
ca-2039	183	15	kenya	kenya	NOUN
ca-2039	183	16	,	,	PUNCT
ca-2039	183	17	local	local	ADJ
ca-2039	183	18	government	government	NOUN
ca-2039	183	19	officials	official	NOUN
ca-2039	183	20	also	also	ADV
ca-2039	183	21	sent	send	VERB
ca-2039	183	22	the	the	DET
ca-2039	183	23	message	message	NOUN
ca-2039	183	24	that	that	SCONJ
ca-2039	183	25	they	they	PRON
ca-2039	183	26	were	be	AUX
ca-2039	183	27	custodians	custodian	NOUN
ca-2039	183	28	of	of	ADP
ca-2039	183	29	technical	technical	ADJ
ca-2039	183	30	knowledge	knowledge	NOUN
ca-2039	183	31	.	.	PUNCT
ca-2039	184	1	in	in	ADP
ca-2039	184	2	this	this	DET
ca-2039	184	3	way	way	NOUN
ca-2039	184	4	,	,	PUNCT
ca-2039	184	5	the	the	DET
ca-2039	184	6	maps	map	NOUN
ca-2039	184	7	served	serve	VERB
ca-2039	184	8	not	not	PART
ca-2039	184	9	“	"	PUNCT
ca-2039	184	10	as	as	ADP
ca-2039	184	11	the	the	DET
ca-2039	184	12	end	end	NOUN
ca-2039	184	13	point	point	NOUN
ca-2039	184	14	,	,	PUNCT
ca-2039	184	15	but	but	CCONJ
ca-2039	184	16	as	as	ADP
ca-2039	184	17	the	the	DET
ca-2039	184	18	site	site	NOUN
ca-2039	184	19	of	of	ADP
ca-2039	184	20	possibility	possibility	NOUN
ca-2039	184	21	,	,	PUNCT
ca-2039	184	22	not	not	PART
ca-2039	184	23	a	a	DET
ca-2039	184	24	store	store	NOUN
ca-2039	184	25	of	of	ADP
ca-2039	184	26	information	information	NOUN
ca-2039	184	27	as	as	ADP
ca-2039	184	28	a	a	DET
ca-2039	184	29	static	static	ADJ
ca-2039	184	30	thing	thing	NOUN
ca-2039	184	31	but	but	CCONJ
ca-2039	184	32	as	as	ADP
ca-2039	184	33	a	a	DET
ca-2039	184	34	tool	tool	NOUN
ca-2039	184	35	for	for	ADP
ca-2039	184	36	making	make	VERB
ca-2039	184	37	a	a	DET
ca-2039	184	38	political	political	ADJ
ca-2039	184	39	effect	effect	NOUN
ca-2039	184	40	”	"	PUNCT
ca-2039	184	41	(	(	PUNCT
ca-2039	184	42	hetherington	hetherington	PROPN
ca-2039	184	43	2011	2011	NUM
ca-2039	184	44	,	,	PUNCT
ca-2039	184	45	166	166	NUM
ca-2039	184	46	)	)	PUNCT
ca-2039	184	47	.	.	PUNCT
ca-2039	185	1	for	for	ADP
ca-2039	185	2	local	local	ADJ
ca-2039	185	3	political	political	ADJ
ca-2039	185	4	authorities	authority	NOUN
ca-2039	185	5	and	and	CCONJ
ca-2039	185	6	the	the	DET
ca-2039	185	7	mappers	mapper	NOUN
ca-2039	185	8	themselves	themselves	PRON
ca-2039	185	9	,	,	PUNCT
ca-2039	185	10	transparency	transparency	NOUN
ca-2039	185	11	was	be	AUX
ca-2039	185	12	not	not	PART
ca-2039	185	13	a	a	DET
ca-2039	185	14	presumed	presume	VERB
ca-2039	185	15	effect	effect	NOUN
ca-2039	185	16	of	of	ADP
ca-2039	185	17	the	the	DET
ca-2039	185	18	content	content	NOUN
ca-2039	185	19	of	of	ADP
ca-2039	185	20	the	the	DET
ca-2039	185	21	maps	map	NOUN
ca-2039	185	22	—	—	PUNCT
ca-2039	185	23	more	more	ADJ
ca-2039	185	24	or	or	CCONJ
ca-2039	185	25	better	well	ADJ
ca-2039	185	26	information	information	NOUN
ca-2039	185	27	—	—	PUNCT
ca-2039	185	28	but	but	CCONJ
ca-2039	185	29	rather	rather	ADV
ca-2039	185	30	an	an	DET
ca-2039	185	31	imagined	imagine	VERB
ca-2039	185	32	by	by	ADP
ca-2039	185	33	-	-	PUNCT
ca-2039	185	34	product	product	NOUN
ca-2039	185	35	of	of	ADP
ca-2039	185	36	their	their	PRON
ca-2039	185	37	material	material	NOUN
ca-2039	185	38	and	and	CCONJ
ca-2039	185	39	symbolic	symbolic	ADJ
ca-2039	185	40	association	association	NOUN
ca-2039	185	41	with	with	ADP
ca-2039	185	42	digitality	digitality	NOUN
ca-2039	185	43	.	.	PUNCT
ca-2039	186	1	transparency	transparency	NOUN
ca-2039	186	2	,	,	PUNCT
ca-2039	186	3	technology	technology	NOUN
ca-2039	186	4	,	,	PUNCT
ca-2039	186	5	and	and	CCONJ
ca-2039	186	6	expertise	expertise	NOUN
ca-2039	186	7	transparency	transparency	NOUN
ca-2039	186	8	emerged	emerge	VERB
ca-2039	186	9	as	as	ADP
ca-2039	186	10	a	a	DET
ca-2039	186	11	major	major	ADJ
ca-2039	186	12	discourse	discourse	NOUN
ca-2039	186	13	of	of	ADP
ca-2039	186	14	governance	governance	NOUN
ca-2039	186	15	in	in	ADP
ca-2039	186	16	kenya	kenya	PROPN
ca-2039	186	17	in	in	ADP
ca-2039	186	18	the	the	DET
ca-2039	186	19	early	early	ADJ
ca-2039	186	20	1990s	1990	NOUN
ca-2039	186	21	,	,	PUNCT
ca-2039	186	22	amid	amid	ADP
ca-2039	186	23	shifting	shift	VERB
ca-2039	186	24	global	global	ADJ
ca-2039	186	25	politico	politico	NOUN
ca-2039	186	26	-	-	PUNCT
ca-2039	186	27	economic	economic	ADJ
ca-2039	186	28	configurations	configuration	NOUN
ca-2039	186	29	in	in	ADP
ca-2039	186	30	the	the	DET
ca-2039	186	31	post	post	ADJ
ca-2039	186	32	–	–	PUNCT
ca-2039	186	33	cold	cold	ADJ
ca-2039	186	34	war	war	NOUN
ca-2039	186	35	era	era	NOUN
ca-2039	186	36	.	.	PUNCT
ca-2039	187	1	no	no	ADV
ca-2039	187	2	longer	long	ADV
ca-2039	187	3	dependent	dependent	ADJ
ca-2039	187	4	on	on	ADP
ca-2039	187	5	kenya	kenya	PROPN
ca-2039	187	6	strategically	strategically	ADV
ca-2039	187	7	,	,	PUNCT
ca-2039	187	8	donors	donor	NOUN
ca-2039	187	9	,	,	PUNCT
ca-2039	187	10	whose	whose	DET
ca-2039	187	11	aid	aid	NOUN
ca-2039	187	12	contributed	contribute	VERB
ca-2039	187	13	nearly	nearly	ADV
ca-2039	187	14	30	30	NUM
ca-2039	187	15	percent	percent	NOUN
ca-2039	187	16	of	of	ADP
ca-2039	187	17	the	the	DET
ca-2039	187	18	gdp	gdp	NOUN
ca-2039	187	19	(	(	PUNCT
ca-2039	187	20	throup	throup	NOUN
ca-2039	187	21	and	and	CCONJ
ca-2039	187	22	hornsby	hornsby	ADJ
ca-2039	187	23	1998	1998	NUM
ca-2039	187	24	)	)	PUNCT
ca-2039	187	25	,	,	PUNCT
ca-2039	187	26	began	begin	VERB
ca-2039	187	27	focusing	focus	VERB
ca-2039	187	28	their	their	PRON
ca-2039	187	29	attention	attention	NOUN
ca-2039	187	30	on	on	ADP
ca-2039	187	31	economic	economic	ADJ
ca-2039	187	32	and	and	CCONJ
ca-2039	187	33	governance	governance	NOUN
ca-2039	187	34	reforms	reform	NOUN
ca-2039	187	35	.	.	PUNCT
ca-2039	188	1	in	in	ADP
ca-2039	188	2	1991	1991	NUM
ca-2039	188	3	,	,	PUNCT
ca-2039	188	4	for	for	ADP
ca-2039	188	5	example	example	NOUN
ca-2039	188	6	,	,	PUNCT
ca-2039	188	7	the	the	DET
ca-2039	188	8	paris	paris	PROPN
ca-2039	188	9	group	group	NOUN
ca-2039	188	10	of	of	ADP
ca-2039	188	11	donors	donor	NOUN
ca-2039	188	12	threatened	threaten	VERB
ca-2039	188	13	to	to	PART
ca-2039	188	14	withhold	withhold	VERB
ca-2039	188	15	$	$	SYM
ca-2039	188	16	350	350	NUM
ca-2039	188	17	million	million	NUM
ca-2039	188	18	in	in	ADP
ca-2039	188	19	aid	aid	NOUN
ca-2039	188	20	unless	unless	SCONJ
ca-2039	188	21	president	president	PROPN
ca-2039	188	22	daniel	daniel	PROPN
ca-2039	188	23	arap	arap	PROPN
ca-2039	188	24	moi	moi	PROPN
ca-2039	188	25	deregulated	deregulate	VERB
ca-2039	188	26	the	the	DET
ca-2039	188	27	economy	economy	NOUN
ca-2039	188	28	and	and	CCONJ
ca-2039	188	29	opened	open	VERB
ca-2039	188	30	its	its	PRON
ca-2039	188	31	budgetary	budgetary	ADJ
ca-2039	188	32	data	datum	NOUN
ca-2039	188	33	to	to	ADP
ca-2039	188	34	outside	outside	ADJ
ca-2039	188	35	scrutiny	scrutiny	NOUN
ca-2039	188	36	(	(	PUNCT
ca-2039	188	37	githinji	githinji	NOUN
ca-2039	188	38	and	and	CCONJ
ca-2039	188	39	holmquist	holmquist	NOUN
ca-2039	188	40	2011	2011	NUM
ca-2039	188	41	,	,	PUNCT
ca-2039	188	42	12	12	NUM
ca-2039	188	43	;	;	PUNCT
ca-2039	188	44	world	world	NOUN
ca-2039	188	45	bank	bank	PROPN
ca-2039	188	46	1991	1991	NUM
ca-2039	188	47	)	)	PUNCT
ca-2039	188	48	.	.	PUNCT
ca-2039	189	1	while	while	SCONJ
ca-2039	189	2	used	use	VERB
ca-2039	189	3	as	as	ADP
ca-2039	189	4	a	a	DET
ca-2039	189	5	rallying	rallying	NOUN
ca-2039	189	6	call	call	NOUN
ca-2039	189	7	by	by	ADP
ca-2039	189	8	the	the	DET
ca-2039	189	9	plethora	plethora	PROPN
ca-2039	189	10	of	of	ADP
ca-2039	189	11	kenyan	kenyan	PROPN
ca-2039	189	12	ngos	ngo	NOUN
ca-2039	189	13	that	that	PRON
ca-2039	189	14	formed	form	VERB
ca-2039	189	15	in	in	ADP
ca-2039	189	16	the	the	DET
ca-2039	189	17	1990s	1990	NOUN
ca-2039	189	18	,	,	PUNCT
ca-2039	189	19	transparency	transparency	NOUN
ca-2039	189	20	gained	gain	VERB
ca-2039	189	21	new	new	ADJ
ca-2039	189	22	traction	traction	NOUN
ca-2039	189	23	as	as	ADP
ca-2039	189	24	a	a	DET
ca-2039	189	25	political	political	ADJ
ca-2039	189	26	buzzword	buzzword	NOUN
ca-2039	189	27	in	in	ADP
ca-2039	189	28	the	the	DET
ca-2039	189	29	early	early	ADJ
ca-2039	189	30	2000s	2000s	NUM
ca-2039	189	31	.	.	PUNCT
ca-2039	190	1	it	it	PRON
ca-2039	190	2	reemerged	reemerge	VERB
ca-2039	190	3	with	with	ADP
ca-2039	190	4	ict4d	ict4d	PROPN
ca-2039	190	5	,	,	PUNCT
ca-2039	190	6	an	an	DET
ca-2039	190	7	ideological	ideological	ADJ
ca-2039	190	8	framework	framework	NOUN
ca-2039	190	9	that	that	PRON
ca-2039	190	10	presumed	presume	VERB
ca-2039	190	11	poverty	poverty	NOUN
ca-2039	190	12	could	could	AUX
ca-2039	190	13	be	be	AUX
ca-2039	190	14	solved	solve	VERB
ca-2039	190	15	by	by	ADP
ca-2039	190	16	granting	grant	VERB
ca-2039	190	17	the	the	DET
ca-2039	190	18	poor	poor	ADJ
ca-2039	190	19	access	access	NOUN
ca-2039	190	20	to	to	ADP
ca-2039	190	21	technology	technology	NOUN
ca-2039	190	22	.	.	PUNCT
ca-2039	191	1	the	the	DET
ca-2039	191	2	framework	framework	NOUN
ca-2039	191	3	,	,	PUNCT
ca-2039	191	4	as	as	SCONJ
ca-2039	191	5	william	william	PROPN
ca-2039	191	6	mazzarella	mazzarella	PROPN
ca-2039	191	7	(	(	PUNCT
ca-2039	191	8	2010	2010	NUM
ca-2039	191	9	,	,	PUNCT
ca-2039	191	10	785	785	NUM
ca-2039	191	11	)	)	PUNCT
ca-2039	191	12	argues	argue	VERB
ca-2039	191	13	in	in	ADP
ca-2039	191	14	a	a	DET
ca-2039	191	15	global	global	ADJ
ca-2039	191	16	context	context	NOUN
ca-2039	191	17	,	,	PUNCT
ca-2039	191	18	“	"	PUNCT
ca-2039	191	19	was	be	AUX
ca-2039	191	20	sold	sell	VERB
ca-2039	191	21	as	as	ADP
ca-2039	191	22	a	a	DET
ca-2039	191	23	reconciliation	reconciliation	NOUN
ca-2039	191	24	between	between	ADP
ca-2039	191	25	neoliberal	neoliberal	ADJ
ca-2039	191	26	capitalism	capitalism	NOUN
ca-2039	191	27	and	and	CCONJ
ca-2039	191	28	the	the	DET
ca-2039	191	29	interests	interest	NOUN
ca-2039	191	30	of	of	ADP
ca-2039	191	31	the	the	DET
ca-2039	191	32	poorest	poor	ADJ
ca-2039	191	33	people	people	NOUN
ca-2039	191	34	in	in	ADP
ca-2039	191	35	the	the	DET
ca-2039	191	36	world	world	NOUN
ca-2039	191	37	.	.	PUNCT
ca-2039	191	38	”	"	PUNCT
ca-2039	192	1	driven	drive	VERB
ca-2039	192	2	by	by	ADP
ca-2039	192	3	quantifiable	quantifiable	ADJ
ca-2039	192	4	calculations	calculation	NOUN
ca-2039	192	5	and	and	CCONJ
ca-2039	192	6	rapid	rapid	ADJ
ca-2039	192	7	speed	speed	NOUN
ca-2039	192	8	,	,	PUNCT
ca-2039	192	9	kenya	kenya	PROPN
ca-2039	192	10	’s	’s	PART
ca-2039	192	11	urban	urban	ADJ
ca-2039	192	12	coders	coder	NOUN
ca-2039	192	13	and	and	CCONJ
ca-2039	192	14	web	web	NOUN
ca-2039	192	15	designers	designer	NOUN
ca-2039	192	16	viewed	view	VERB
ca-2039	192	17	technologies	technology	NOUN
ca-2039	192	18	as	as	ADP
ca-2039	192	19	magical	magical	ADJ
ca-2039	192	20	vectors	vector	NOUN
ca-2039	192	21	of	of	ADP
ca-2039	192	22	transparency	transparency	NOUN
ca-2039	192	23	,	,	PUNCT
ca-2039	192	24	which	which	PRON
ca-2039	192	25	promoted	promote	VERB
ca-2039	192	26	both	both	DET
ca-2039	192	27	democracy	democracy	NOUN
ca-2039	192	28	and	and	CCONJ
ca-2039	192	29	market	market	NOUN
ca-2039	192	30	efficiency	efficiency	NOUN
ca-2039	192	31	by	by	ADP
ca-2039	192	32	bringing	bring	VERB
ca-2039	192	33	large	large	ADJ
ca-2039	192	34	amounts	amount	NOUN
ca-2039	192	35	of	of	ADP
ca-2039	192	36	information	information	NOUN
ca-2039	192	37	to	to	ADP
ca-2039	192	38	a	a	DET
ca-2039	192	39	broad	broad	ADJ
ca-2039	192	40	scope	scope	NOUN
ca-2039	192	41	of	of	ADP
ca-2039	192	42	people	people	NOUN
ca-2039	192	43	instantaneously	instantaneously	ADV
ca-2039	192	44	(	(	PUNCT
ca-2039	192	45	cf	cf	NOUN
ca-2039	192	46	.	.	PUNCT
ca-2039	193	1	dean	dean	PROPN
ca-2039	193	2	2002	2002	NUM
ca-2039	193	3	;	;	PUNCT
ca-2039	193	4	mazzarella	mazzarella	NOUN
ca-2039	193	5	2010	2010	NUM
ca-2039	193	6	)	)	PUNCT
ca-2039	193	7	.	.	PUNCT
ca-2039	194	1	“	"	PUNCT
ca-2039	194	2	we	we	PRON
ca-2039	194	3	are	be	AUX
ca-2039	194	4	all	all	PRON
ca-2039	194	5	part	part	NOUN
ca-2039	194	6	of	of	ADP
ca-2039	194	7	a	a	DET
ca-2039	194	8	sea	sea	NOUN
ca-2039	194	9	change	change	NOUN
ca-2039	194	10	in	in	ADP
ca-2039	194	11	news	news	NOUN
ca-2039	194	12	and	and	CCONJ
ca-2039	194	13	information	information	NOUN
ca-2039	194	14	flow	flow	NOUN
ca-2039	194	15	and	and	CCONJ
ca-2039	194	16	transparency	transparency	NOUN
ca-2039	194	17	,	,	PUNCT
ca-2039	194	18	”	"	PUNCT
ca-2039	194	19	commented	comment	VERB
ca-2039	194	20	erik	erik	PROPN
ca-2039	194	21	hersman	hersman	PROPN
ca-2039	194	22	(	(	PUNCT
ca-2039	194	23	2009	2009	NUM
ca-2039	194	24	)	)	PUNCT
ca-2039	194	25	,	,	PUNCT
ca-2039	194	26	the	the	DET
ca-2039	194	27	cofounder	cofounder	NOUN
ca-2039	194	28	of	of	ADP
ca-2039	194	29	the	the	DET
ca-2039	194	30	kenyan	kenyan	ADJ
ca-2039	194	31	digital	digital	ADJ
ca-2039	194	32	mapping	mapping	NOUN
ca-2039	194	33	platform	platform	NOUN
ca-2039	194	34	ushahidi	ushahidi	VERB
ca-2039	194	35	and	and	CCONJ
ca-2039	194	36	founder	founder	NOUN
ca-2039	194	37	of	of	ADP
ca-2039	194	38	the	the	DET
ca-2039	194	39	ihub	ihub	NOUN
ca-2039	194	40	.	.	PUNCT
ca-2039	195	1	“	"	PUNCT
ca-2039	195	2	the	the	DET
ca-2039	195	3	barriers	barrier	NOUN
ca-2039	195	4	are	be	AUX
ca-2039	195	5	finally	finally	ADV
ca-2039	195	6	so	so	ADV
ca-2039	195	7	low	low	ADJ
ca-2039	195	8	that	that	SCONJ
ca-2039	195	9	anyone	anyone	PRON
ca-2039	195	10	can	can	AUX
ca-2039	195	11	tell	tell	VERB
ca-2039	195	12	their	their	PRON
ca-2039	195	13	story	story	NOUN
ca-2039	195	14	,	,	PUNCT
ca-2039	195	15	and	and	CCONJ
ca-2039	195	16	the	the	DET
ca-2039	195	17	whole	whole	ADJ
ca-2039	195	18	world	world	NOUN
ca-2039	195	19	can	can	AUX
ca-2039	195	20	see	see	VERB
ca-2039	195	21	it	it	PRON
ca-2039	195	22	.	.	PUNCT
ca-2039	196	1	there	there	PRON
ca-2039	196	2	is	be	VERB
ca-2039	196	3	no	no	DET
ca-2039	196	4	stopping	stop	VERB
ca-2039	196	5	this	this	DET
ca-2039	196	6	change	change	NOUN
ca-2039	196	7	in	in	ADP
ca-2039	196	8	information	information	NOUN
ca-2039	196	9	dynamics	dynamic	NOUN
ca-2039	196	10	,	,	PUNCT
ca-2039	196	11	there	there	PRON
ca-2039	196	12	is	be	VERB
ca-2039	196	13	only	only	ADV
ca-2039	196	14	harnessing	harness	VERB
ca-2039	196	15	it	it	PRON
ca-2039	196	16	in	in	ADP
ca-2039	196	17	ways	way	NOUN
ca-2039	196	18	that	that	PRON
ca-2039	196	19	add	add	VERB
ca-2039	196	20	more	more	ADJ
ca-2039	196	21	value	value	NOUN
ca-2039	196	22	.	.	PUNCT
ca-2039	196	23	.	.	PUNCT
ca-2039	196	24	.	.	PUNCT
ca-2039	196	25	.	.	PUNCT
ca-2039	197	1	the	the	DET
ca-2039	197	2	more	more	ADJ
ca-2039	197	3	data	datum	NOUN
ca-2039	197	4	that	that	PRON
ca-2039	197	5	is	be	AUX
ca-2039	197	6	collected	collect	VERB
ca-2039	197	7	,	,	PUNCT
ca-2039	197	8	the	the	DET
ca-2039	197	9	less	less	ADJ
ca-2039	197	10	chance	chance	NOUN
ca-2039	197	11	that	that	SCONJ
ca-2039	197	12	bad	bad	ADJ
ca-2039	197	13	data	datum	NOUN
ca-2039	197	14	can	can	AUX
ca-2039	197	15	have	have	AUX
ca-2039	197	16	an	an	DET
ca-2039	197	17	adverse	adverse	ADJ
ca-2039	197	18	effect	effect	NOUN
ca-2039	197	19	.	.	PUNCT
ca-2039	197	20	”9	”9	PUNCT
ca-2039	197	21	social	social	ADJ
ca-2039	197	22	scientists	scientist	NOUN
ca-2039	197	23	(	(	PUNCT
ca-2039	197	24	e.g.	e.g.	ADV
ca-2039	197	25	mazzarella	mazzarella	NOUN
ca-2039	197	26	2006	2006	NUM
ca-2039	197	27	;	;	PUNCT
ca-2039	197	28	hetherington	hetherington	PROPN
ca-2039	197	29	2011	2011	NUM
ca-2039	197	30	)	)	PUNCT
ca-2039	197	31	have	have	AUX
ca-2039	197	32	criticized	criticize	VERB
ca-2039	197	33	ict4d	ict4d	ADJ
ca-2039	197	34	discourse	discourse	NOUN
ca-2039	197	35	for	for	ADP
ca-2039	197	36	joining	join	VERB
ca-2039	197	37	a	a	DET
ca-2039	197	38	functionalist	functionalist	ADJ
ca-2039	197	39	argument	argument	NOUN
ca-2039	197	40	about	about	ADP
ca-2039	197	41	poverty	poverty	NOUN
ca-2039	197	42	with	with	ADP
ca-2039	197	43	a	a	DET
ca-2039	197	44	political	political	ADJ
ca-2039	197	45	one	one	NOUN
ca-2039	197	46	about	about	ADP
ca-2039	197	47	the	the	DET
ca-2039	197	48	failures	failure	NOUN
ca-2039	197	49	of	of	ADP
ca-2039	197	50	the	the	DET
ca-2039	197	51	state	state	NOUN
ca-2039	197	52	.	.	PUNCT
ca-2039	198	1	if	if	SCONJ
ca-2039	198	2	given	give	VERB
ca-2039	198	3	unfettered	unfettered	ADJ
ca-2039	198	4	access	access	NOUN
ca-2039	198	5	to	to	ADP
ca-2039	198	6	the	the	DET
ca-2039	198	7	information	information	NOUN
ca-2039	198	8	economy	economy	NOUN
ca-2039	198	9	,	,	PUNCT
ca-2039	198	10	ict4d	ict4d	PROPN
ca-2039	198	11	—	—	PUNCT
ca-2039	198	12	exemplified	exemplify	VERB
ca-2039	198	13	by	by	ADP
ca-2039	198	14	hersman	hersman	PROPN
ca-2039	198	15	’s	’s	PART
ca-2039	198	16	comments	comment	NOUN
ca-2039	198	17	—	—	PUNCT
ca-2039	198	18	presumes	presume	VERB
ca-2039	198	19	,	,	PUNCT
ca-2039	198	20	individual	individual	ADJ
ca-2039	198	21	citizens	citizen	NOUN
ca-2039	198	22	can	can	AUX
ca-2039	198	23	both	both	PRON
ca-2039	198	24	lift	lift	VERB
ca-2039	198	25	themselves	themselves	PRON
ca-2039	198	26	out	out	ADP
ca-2039	198	27	of	of	ADP
ca-2039	198	28	poverty	poverty	NOUN
ca-2039	198	29	and	and	CCONJ
ca-2039	198	30	throw	throw	VERB
ca-2039	198	31	off	off	ADP
ca-2039	198	32	the	the	DET
ca-2039	198	33	shackles	shackle	NOUN
ca-2039	198	34	of	of	ADP
ca-2039	198	35	dictatorial	dictatorial	ADJ
ca-2039	198	36	regimes	regime	NOUN
ca-2039	198	37	(	(	PUNCT
ca-2039	198	38	hetherington	hetherington	NOUN
ca-2039	198	39	2012	2012	NUM
ca-2039	198	40	,	,	PUNCT
ca-2039	198	41	242	242	NUM
ca-2039	198	42	)	)	PUNCT
ca-2039	198	43	.	.	PUNCT
ca-2039	199	1	instead	instead	ADV
ca-2039	199	2	of	of	ADP
ca-2039	199	3	tackling	tackle	VERB
ca-2039	199	4	inequality	inequality	NOUN
ca-2039	199	5	,	,	PUNCT
ca-2039	199	6	it	it	PRON
ca-2039	199	7	produces	produce	VERB
ca-2039	199	8	“	"	PUNCT
ca-2039	199	9	individualistic	individualistic	ADJ
ca-2039	199	10	,	,	PUNCT
ca-2039	199	11	market	market	NOUN
ca-2039	199	12	friendly	friendly	ADJ
ca-2039	199	13	,	,	PUNCT
ca-2039	199	14	and	and	CCONJ
ca-2039	199	15	measurable	measurable	ADJ
ca-2039	199	16	entities	entity	NOUN
ca-2039	199	17	”	"	PUNCT
ca-2039	199	18	(	(	PUNCT
ca-2039	199	19	ballestero	ballestero	PROPN
ca-2039	199	20	s.	s.	PROPN
ca-2039	199	21	2012	2012	NUM
ca-2039	199	22	,	,	PUNCT
ca-2039	199	23	160	160	NUM
ca-2039	199	24	)	)	PUNCT
ca-2039	199	25	and	and	CCONJ
ca-2039	199	26	has	have	AUX
ca-2039	199	27	thus	thus	ADV
ca-2039	199	28	been	be	AUX
ca-2039	199	29	described	describe	VERB
ca-2039	199	30	as	as	ADP
ca-2039	199	31	the	the	DET
ca-2039	199	32	ethical	ethical	ADJ
ca-2039	199	33	alibi	alibi	NOUN
ca-2039	199	34	of	of	ADP
ca-2039	199	35	neoliberal	neoliberal	ADJ
ca-2039	199	36	governance	governance	NOUN
ca-2039	199	37	(	(	PUNCT
ca-2039	199	38	marcus	marcus	PROPN
ca-2039	199	39	and	and	CCONJ
ca-2039	199	40	powell	powell	PROPN
ca-2039	199	41	2003	2003	NUM
ca-2039	199	42	;	;	PUNCT
ca-2039	199	43	west	west	PROPN
ca-2039	199	44	and	and	CCONJ
ca-2039	199	45	sanders	sanders	PROPN
ca-2039	199	46	2003	2003	NUM
ca-2039	199	47	;	;	PUNCT
ca-2039	199	48	mahmud	mahmud	PROPN
ca-2039	199	49	2012	2012	NUM
ca-2039	199	50	)	)	PUNCT
ca-2039	199	51	.	.	PUNCT
ca-2039	200	1	such	such	ADJ
ca-2039	200	2	criticism	criticism	NOUN
ca-2039	200	3	is	be	AUX
ca-2039	200	4	helpful	helpful	ADJ
ca-2039	200	5	in	in	ADP
ca-2039	200	6	exposing	expose	VERB
ca-2039	200	7	transparency	transparency	NOUN
ca-2039	200	8	and	and	CCONJ
ca-2039	200	9	its	its	PRON
ca-2039	200	10	attendant	attendant	ADJ
ca-2039	200	11	projects	project	NOUN
ca-2039	200	12	as	as	ADP
ca-2039	200	13	ideologies	ideology	NOUN
ca-2039	200	14	.	.	PUNCT
ca-2039	201	1	yet	yet	ADV
ca-2039	201	2	in	in	ADP
ca-2039	201	3	treating	treat	VERB
ca-2039	201	4	transparency	transparency	NOUN
ca-2039	201	5	as	as	ADP
ca-2039	201	6	a	a	DET
ca-2039	201	7	smokescreen	smokescreen	NOUN
ca-2039	201	8	that	that	PRON
ca-2039	201	9	conceals	conceal	VERB
ca-2039	201	10	hidden	hide	VERB
ca-2039	201	11	machinations	machination	NOUN
ca-2039	201	12	of	of	ADP
ca-2039	201	13	power	power	NOUN
ca-2039	201	14	,	,	PUNCT
ca-2039	201	15	these	these	DET
ca-2039	201	16	critiques	critique	NOUN
ca-2039	201	17	elide	elide	VERB
ca-2039	201	18	the	the	DET
ca-2039	201	19	concrete	concrete	ADJ
ca-2039	201	20	cultural	cultural	ADJ
ca-2039	201	21	practices	practice	NOUN
ca-2039	201	22	and	and	CCONJ
ca-2039	201	23	social	social	ADJ
ca-2039	201	24	relations	relation	NOUN
ca-2039	201	25	through	through	ADP
ca-2039	201	26	which	which	PRON
ca-2039	201	27	transparency	transparency	NOUN
ca-2039	201	28	discourse	discourse	NOUN
ca-2039	201	29	is	be	AUX
ca-2039	201	30	produced	produce	VERB
ca-2039	201	31	(	(	PUNCT
ca-2039	201	32	strathern	strathern	NOUN
ca-2039	201	33	2000	2000	NUM
ca-2039	201	34	;	;	PUNCT
ca-2039	201	35	mahmud	mahmud	PROPN
ca-2039	201	36	2012	2012	NUM
ca-2039	201	37	)	)	PUNCT
ca-2039	201	38	;	;	PUNCT
ca-2039	201	39	transparency	transparency	NOUN
ca-2039	201	40	is	be	AUX
ca-2039	201	41	instead	instead	ADV
ca-2039	201	42	imagined	imagine	VERB
ca-2039	201	43	to	to	PART
ca-2039	201	44	act	act	VERB
ca-2039	201	45	on	on	ADP
ca-2039	201	46	,	,	PUNCT
ca-2039	201	47	yet	yet	ADV
ca-2039	201	48	stand	stand	VERB
ca-2039	201	49	above	above	ADV
ca-2039	201	50	,	,	PUNCT
ca-2039	201	51	social	social	ADJ
ca-2039	201	52	life	life	NOUN
ca-2039	201	53	(	(	PUNCT
ca-2039	201	54	cf	cf	NOUN
ca-2039	201	55	.	.	PUNCT
ca-2039	202	1	west	west	PROPN
ca-2039	202	2	and	and	CCONJ
ca-2039	202	3	sanders	sanders	PROPN
ca-2039	202	4	2003	2003	NUM
ca-2039	202	5	)	)	PUNCT
ca-2039	202	6	.	.	PUNCT
ca-2039	203	1	these	these	DET
ca-2039	203	2	critiques	critique	NOUN
ca-2039	203	3	also	also	ADV
ca-2039	203	4	implicitly	implicitly	ADV
ca-2039	203	5	presume	presume	VERB
ca-2039	203	6	that	that	SCONJ
ca-2039	203	7	there	there	PRON
ca-2039	203	8	is	be	VERB
ca-2039	203	9	a	a	DET
ca-2039	203	10	fixed	fix	VERB
ca-2039	203	11	relationship	relationship	NOUN
ca-2039	203	12	between	between	ADP
ca-2039	203	13	the	the	DET
ca-2039	203	14	purported	purport	VERB
ca-2039	203	15	producers	producer	NOUN
ca-2039	203	16	of	of	ADP
ca-2039	203	17	transparency	transparency	NOUN
ca-2039	203	18	(	(	PUNCT
ca-2039	203	19	e.g.	e.g.	ADV
ca-2039	203	20	,	,	PUNCT
ca-2039	203	21	ngo	ngo	PROPN
ca-2039	203	22	workers	worker	NOUN
ca-2039	203	23	,	,	PUNCT
ca-2039	203	24	state	state	NOUN
ca-2039	203	25	bureaucrats	bureaucrat	NOUN
ca-2039	203	26	,	,	PUNCT
ca-2039	203	27	software	software	NOUN
ca-2039	203	28	developers	developer	NOUN
ca-2039	203	29	)	)	PUNCT
ca-2039	203	30	and	and	CCONJ
ca-2039	203	31	those	those	PRON
ca-2039	203	32	who	who	PRON
ca-2039	203	33	,	,	PUNCT
ca-2039	203	34	the	the	DET
ca-2039	203	35	wool	wool	NOUN
ca-2039	203	36	pulled	pull	VERB
ca-2039	203	37	over	over	ADP
ca-2039	203	38	their	their	PRON
ca-2039	203	39	eyes	eye	NOUN
ca-2039	203	40	,	,	PUNCT
ca-2039	203	41	are	be	AUX
ca-2039	203	42	(	(	PUNCT
ca-2039	203	43	falsely	falsely	ADV
ca-2039	203	44	)	)	PUNCT
ca-2039	203	45	assumed	assume	VERB
ca-2039	203	46	to	to	PART
ca-2039	203	47	benefit	benefit	VERB
ca-2039	203	48	from	from	ADP
ca-2039	203	49	it	it	PRON
ca-2039	203	50	(	(	PUNCT
ca-2039	203	51	e.g.	e.g.	ADV
ca-2039	203	52	,	,	PUNCT
ca-2039	203	53	the	the	DET
ca-2039	203	54	uneducated	uneducated	ADJ
ca-2039	203	55	and/or	and/or	CCONJ
ca-2039	203	56	poor	poor	ADJ
ca-2039	203	57	)	)	PUNCT
ca-2039	203	58	.	.	PUNCT
ca-2039	204	1	the	the	DET
ca-2039	204	2	ethnographic	ethnographic	ADJ
ca-2039	204	3	data	datum	NOUN
ca-2039	204	4	i	i	PRON
ca-2039	204	5	have	have	AUX
ca-2039	204	6	presented	present	VERB
ca-2039	204	7	here	here	ADV
ca-2039	204	8	resists	resist	VERB
ca-2039	204	9	such	such	DET
ca-2039	204	10	a	a	DET
ca-2039	204	11	reading	reading	NOUN
ca-2039	204	12	by	by	ADP
ca-2039	204	13	showing	show	VERB
ca-2039	204	14	that	that	SCONJ
ca-2039	204	15	,	,	PUNCT
ca-2039	204	16	like	like	ADP
ca-2039	204	17	the	the	DET
ca-2039	204	18	archetypal	archetypal	ADJ
ca-2039	204	19	elite	elite	ADJ
ca-2039	204	20	transparency	transparency	NOUN
ca-2039	204	21	-	-	PUNCT
ca-2039	204	22	seeking	seek	VERB
ca-2039	204	23	subject	subject	NOUN
ca-2039	204	24	,	,	PUNCT
ca-2039	204	25	slum	slum	NOUN
ca-2039	204	26	-	-	PUNCT
ca-2039	204	27	dwellers	dweller	NOUN
ca-2039	204	28	,	,	PUNCT
ca-2039	204	29	the	the	DET
ca-2039	204	30	so	so	ADV
ca-2039	204	31	-	-	PUNCT
ca-2039	204	32	called	call	VERB
ca-2039	204	33	benefactors	benefactor	NOUN
ca-2039	204	34	of	of	ADP
ca-2039	204	35	transparency	transparency	NOUN
ca-2039	204	36	-	-	PUNCT
ca-2039	204	37	producing	produce	VERB
ca-2039	204	38	technologies	technology	NOUN
ca-2039	204	39	,	,	PUNCT
ca-2039	204	40	are	be	AUX
ca-2039	204	41	also	also	ADV
ca-2039	204	42	invested	invest	VERB
ca-2039	204	43	in	in	ADP
ca-2039	204	44	transparency	transparency	NOUN
ca-2039	204	45	discourse	discourse	NOUN
ca-2039	204	46	and	and	CCONJ
ca-2039	204	47	strategically	strategically	ADV
ca-2039	204	48	enact	enact	VERB
ca-2039	204	49	transparency	transparency	NOUN
ca-2039	204	50	-	-	PUNCT
ca-2039	204	51	seeking	seek	VERB
ca-2039	204	52	practices	practice	NOUN
ca-2039	204	53	.	.	PUNCT
ca-2039	205	1	thus	thus	ADV
ca-2039	205	2	my	my	PRON
ca-2039	205	3	research	research	NOUN
ca-2039	205	4	interlocutors	interlocutor	NOUN
ca-2039	205	5	in	in	ADP
ca-2039	205	6	muhimu	muhimu	PROPN
ca-2039	205	7	compel	compel	VERB
ca-2039	205	8	me	i	PRON
ca-2039	205	9	to	to	PART
ca-2039	205	10	consider	consider	VERB
ca-2039	205	11	transparency	transparency	NOUN
ca-2039	205	12	discourse	discourse	NOUN
ca-2039	205	13	as	as	ADP
ca-2039	205	14	a	a	DET
ca-2039	205	15	form	form	NOUN
ca-2039	205	16	of	of	ADP
ca-2039	205	17	claim	claim	NOUN
ca-2039	205	18	-	-	PUNCT
ca-2039	205	19	making	making	NOUN
ca-2039	205	20	about	about	ADP
ca-2039	205	21	technological	technological	ADJ
ca-2039	205	22	expertise	expertise	NOUN
ca-2039	205	23	,	,	PUNCT
ca-2039	205	24	which	which	PRON
ca-2039	205	25	indexes	index	VERB
ca-2039	205	26	a	a	DET
ca-2039	205	27	range	range	NOUN
ca-2039	205	28	of	of	ADP
ca-2039	205	29	other	other	ADJ
ca-2039	205	30	desires	desire	NOUN
ca-2039	205	31	,	,	PUNCT
ca-2039	205	32	including	include	VERB
ca-2039	205	33	economic	economic	ADJ
ca-2039	205	34	mobility	mobility	NOUN
ca-2039	205	35	and	and	CCONJ
ca-2039	205	36	political	political	ADJ
ca-2039	205	37	recognition	recognition	NOUN
ca-2039	205	38	.	.	PUNCT
ca-2039	206	1	while	while	SCONJ
ca-2039	206	2	critics	critic	NOUN
ca-2039	206	3	might	might	AUX
ca-2039	206	4	suggest	suggest	VERB
ca-2039	206	5	that	that	SCONJ
ca-2039	206	6	this	this	DET
ca-2039	206	7	focus	focus	NOUN
ca-2039	206	8	elides	elide	VERB
ca-2039	206	9	how	how	SCONJ
ca-2039	206	10	powerful	powerful	ADJ
ca-2039	206	11	actors	actor	NOUN
ca-2039	206	12	exploit	exploit	VERB
ca-2039	206	13	the	the	DET
ca-2039	206	14	economic	economic	ADJ
ca-2039	206	15	depravity	depravity	NOUN
ca-2039	206	16	of	of	ADP
ca-2039	206	17	slum	slum	NOUN
ca-2039	206	18	-	-	PUNCT
ca-2039	206	19	dwellers	dweller	NOUN
ca-2039	206	20	by	by	ADP
ca-2039	206	21	coercing	coerce	VERB
ca-2039	206	22	them	they	PRON
ca-2039	206	23	to	to	PART
ca-2039	206	24	use	use	VERB
ca-2039	206	25	hegemonic	hegemonic	ADJ
ca-2039	206	26	discourse	discourse	NOUN
ca-2039	206	27	,	,	PUNCT
ca-2039	206	28	i	i	PRON
ca-2039	206	29	suggest	suggest	VERB
ca-2039	206	30	that	that	SCONJ
ca-2039	206	31	these	these	DET
ca-2039	206	32	very	very	ADJ
ca-2039	206	33	discourses	discourse	NOUN
ca-2039	206	34	“	"	PUNCT
ca-2039	206	35	can	can	AUX
ca-2039	206	36	be	be	AUX
ca-2039	206	37	deployed	deploy	VERB
ca-2039	206	38	against	against	ADP
ca-2039	206	39	the	the	DET
ca-2039	206	40	exclusions	exclusion	NOUN
ca-2039	206	41	and	and	CCONJ
ca-2039	206	42	inequities	inequity	NOUN
ca-2039	206	43	that	that	PRON
ca-2039	206	44	have	have	AUX
ca-2039	206	45	historically	historically	ADV
ca-2039	206	46	been	be	AUX
ca-2039	206	47	associated	associate	VERB
ca-2039	206	48	with	with	ADP
ca-2039	206	49	them	they	PRON
ca-2039	206	50	”	"	PUNCT
ca-2039	206	51	(	(	PUNCT
ca-2039	206	52	cooper	cooper	NOUN
ca-2039	206	53	and	and	CCONJ
ca-2039	206	54	stoler	stoler	NOUN
ca-2039	206	55	1997	1997	NUM
ca-2039	206	56	,	,	PUNCT
ca-2039	206	57	35	35	NUM
ca-2039	206	58	)	)	PUNCT
ca-2039	206	59	.	.	PUNCT
ca-2039	207	1	marilyn	marilyn	PROPN
ca-2039	207	2	strathern	strathern	PROPN
ca-2039	207	3	’s	’s	PART
ca-2039	207	4	(	(	PUNCT
ca-2039	207	5	2000	2000	NUM
ca-2039	207	6	)	)	PUNCT
ca-2039	207	7	research	research	NOUN
ca-2039	207	8	on	on	ADP
ca-2039	207	9	social	social	ADJ
ca-2039	207	10	audit	audit	NOUN
ca-2039	207	11	in	in	ADP
ca-2039	207	12	british	british	ADJ
ca-2039	207	13	higher	high	ADJ
ca-2039	207	14	education	education	NOUN
ca-2039	207	15	rigorously	rigorously	ADV
ca-2039	207	16	explicates	explicate	VERB
ca-2039	207	17	the	the	DET
ca-2039	207	18	schism	schism	NOUN
ca-2039	207	19	between	between	ADP
ca-2039	207	20	transparency	transparency	NOUN
ca-2039	207	21	as	as	ADP
ca-2039	207	22	an	an	DET
ca-2039	207	23	ideal	ideal	NOUN
ca-2039	207	24	and	and	CCONJ
ca-2039	207	25	as	as	ADP
ca-2039	207	26	a	a	DET
ca-2039	207	27	culturally	culturally	ADV
ca-2039	207	28	produced	produce	VERB
ca-2039	207	29	practice	practice	NOUN
ca-2039	207	30	.	.	PUNCT
ca-2039	208	1	she	she	PRON
ca-2039	208	2	explores	explore	VERB
ca-2039	208	3	how	how	SCONJ
ca-2039	208	4	both	both	DET
ca-2039	208	5	academics	academic	NOUN
ca-2039	208	6	and	and	CCONJ
ca-2039	208	7	auditors	auditor	NOUN
ca-2039	208	8	tolerate	tolerate	VERB
ca-2039	208	9	the	the	DET
ca-2039	208	10	incongruity	incongruity	NOUN
ca-2039	208	11	that	that	PRON
ca-2039	208	12	the	the	DET
ca-2039	208	13	audit	audit	NOUN
ca-2039	208	14	produces	produce	VERB
ca-2039	208	15	—	—	PUNCT
ca-2039	208	16	between	between	ADP
ca-2039	208	17	representation	representation	NOUN
ca-2039	208	18	and	and	CCONJ
ca-2039	208	19	reality	reality	NOUN
ca-2039	208	20	,	,	PUNCT
ca-2039	208	21	visibility	visibility	NOUN
ca-2039	208	22	and	and	CCONJ
ca-2039	208	23	knowledge	knowledge	NOUN
ca-2039	208	24	—	—	PUNCT
ca-2039	208	25	to	to	PART
ca-2039	208	26	advance	advance	VERB
ca-2039	208	27	a	a	DET
ca-2039	208	28	shared	share	VERB
ca-2039	208	29	abstract	abstract	ADJ
ca-2039	208	30	value	value	NOUN
ca-2039	208	31	of	of	ADP
ca-2039	208	32	institutional	institutional	ADJ
ca-2039	208	33	transparency	transparency	NOUN
ca-2039	208	34	.	.	PUNCT
ca-2039	209	1	by	by	ADP
ca-2039	209	2	challenging	challenge	VERB
ca-2039	209	3	state	state	NOUN
ca-2039	209	4	-	-	PUNCT
ca-2039	209	5	authored	author	VERB
ca-2039	209	6	cartographic	cartographic	ADJ
ca-2039	209	7	depictions	depiction	NOUN
ca-2039	209	8	of	of	ADP
ca-2039	209	9	muhimu	muhimu	NOUN
ca-2039	209	10	,	,	PUNCT
ca-2039	209	11	in	in	ADP
ca-2039	209	12	which	which	PRON
ca-2039	209	13	the	the	DET
ca-2039	209	14	area	area	NOUN
ca-2039	209	15	is	be	AUX
ca-2039	209	16	formally	formally	ADV
ca-2039	209	17	portrayed	portray	VERB
ca-2039	209	18	as	as	ADP
ca-2039	209	19	a	a	DET
ca-2039	209	20	piece	piece	NOUN
ca-2039	209	21	of	of	ADP
ca-2039	209	22	land	land	NOUN
ca-2039	209	23	devoid	devoid	ADJ
ca-2039	209	24	of	of	ADP
ca-2039	209	25	people	people	NOUN
ca-2039	209	26	and	and	CCONJ
ca-2039	209	27	place	place	NOUN
ca-2039	209	28	,	,	PUNCT
ca-2039	209	29	the	the	DET
ca-2039	209	30	mappers	mapper	NOUN
ca-2039	209	31	reconfigured	reconfigure	VERB
ca-2039	209	32	existing	exist	VERB
ca-2039	209	33	representations	representation	NOUN
ca-2039	209	34	of	of	ADP
ca-2039	209	35	territory	territory	NOUN
ca-2039	209	36	and	and	CCONJ
ca-2039	209	37	authority	authority	NOUN
ca-2039	209	38	.	.	PUNCT
ca-2039	210	1	in	in	ADP
ca-2039	210	2	that	that	DET
ca-2039	210	3	muhimu	muhimu	NOUN
ca-2039	210	4	mappers	mapper	NOUN
ca-2039	210	5	’	'	PUNCT
ca-2039	210	6	work	work	NOUN
ca-2039	210	7	was	be	AUX
ca-2039	210	8	driven	drive	VERB
ca-2039	210	9	by	by	ADP
ca-2039	210	10	the	the	DET
ca-2039	210	11	desire	desire	NOUN
ca-2039	210	12	to	to	PART
ca-2039	210	13	assess	assess	VERB
ca-2039	210	14	,	,	PUNCT
ca-2039	210	15	question	question	NOUN
ca-2039	210	16	,	,	PUNCT
ca-2039	210	17	and	and	CCONJ
ca-2039	210	18	correct	correct	VERB
ca-2039	210	19	the	the	DET
ca-2039	210	20	cartographic	cartographic	ADJ
ca-2039	210	21	practices	practice	NOUN
ca-2039	210	22	of	of	ADP
ca-2039	210	23	the	the	DET
ca-2039	210	24	state	state	NOUN
ca-2039	210	25	,	,	PUNCT
ca-2039	210	26	we	we	PRON
ca-2039	210	27	can	can	AUX
ca-2039	210	28	think	think	VERB
ca-2039	210	29	of	of	ADP
ca-2039	210	30	them	they	PRON
ca-2039	210	31	as	as	ADP
ca-2039	210	32	auditors	auditor	NOUN
ca-2039	210	33	in	in	ADP
ca-2039	210	34	their	their	PRON
ca-2039	210	35	own	own	ADJ
ca-2039	210	36	right	right	NOUN
ca-2039	210	37	.	.	PUNCT
ca-2039	211	1	they	they	PRON
ca-2039	211	2	claimed	claim	VERB
ca-2039	211	3	,	,	PUNCT
ca-2039	211	4	through	through	ADP
ca-2039	211	5	their	their	PRON
ca-2039	211	6	work	work	NOUN
ca-2039	211	7	,	,	PUNCT
ca-2039	211	8	to	to	PART
ca-2039	211	9	produce	produce	VERB
ca-2039	211	10	a	a	DET
ca-2039	211	11	transparent	transparent	ADJ
ca-2039	211	12	representation	representation	NOUN
ca-2039	211	13	of	of	ADP
ca-2039	211	14	their	their	PRON
ca-2039	211	15	neighborhood	neighborhood	NOUN
ca-2039	211	16	,	,	PUNCT
ca-2039	211	17	which	which	PRON
ca-2039	211	18	sharply	sharply	ADV
ca-2039	211	19	contrasted	contrast	VERB
ca-2039	211	20	with	with	ADP
ca-2039	211	21	the	the	DET
ca-2039	211	22	government	government	NOUN
ca-2039	211	23	’s	’s	PART
ca-2039	211	24	version	version	NOUN
ca-2039	211	25	.	.	PUNCT
ca-2039	212	1	however	however	ADV
ca-2039	212	2	,	,	PUNCT
ca-2039	212	3	while	while	SCONJ
ca-2039	212	4	transparency	transparency	NOUN
ca-2039	212	5	was	be	AUX
ca-2039	212	6	an	an	DET
ca-2039	212	7	abstract	abstract	ADJ
ca-2039	212	8	value	value	NOUN
ca-2039	212	9	that	that	PRON
ca-2039	212	10	guided	guide	VERB
ca-2039	212	11	their	their	PRON
ca-2039	212	12	work	work	NOUN
ca-2039	212	13	,	,	PUNCT
ca-2039	212	14	it	it	PRON
ca-2039	212	15	was	be	AUX
ca-2039	212	16	not	not	PART
ca-2039	212	17	the	the	DET
ca-2039	212	18	presumed	presume	VERB
ca-2039	212	19	effect	effect	NOUN
ca-2039	212	20	of	of	ADP
ca-2039	212	21	that	that	DET
ca-2039	212	22	work	work	NOUN
ca-2039	212	23	.	.	PUNCT
ca-2039	213	1	like	like	ADP
ca-2039	213	2	the	the	DET
ca-2039	213	3	education	education	NOUN
ca-2039	213	4	auditors	auditor	NOUN
ca-2039	213	5	in	in	ADP
ca-2039	213	6	strathern	strathern	PROPN
ca-2039	213	7	’s	’s	PART
ca-2039	213	8	research	research	NOUN
ca-2039	213	9	,	,	PUNCT
ca-2039	213	10	the	the	DET
ca-2039	213	11	digital	digital	ADJ
ca-2039	213	12	mappers	mapper	NOUN
ca-2039	213	13	,	,	PUNCT
ca-2039	213	14	too	too	ADV
ca-2039	213	15	,	,	PUNCT
ca-2039	213	16	struggled	struggle	VERB
ca-2039	213	17	with	with	ADP
ca-2039	213	18	the	the	DET
ca-2039	213	19	incommensurability	incommensurability	NOUN
ca-2039	213	20	of	of	ADP
ca-2039	213	21	representation	representation	NOUN
ca-2039	213	22	and	and	CCONJ
ca-2039	213	23	reality	reality	NOUN
ca-2039	213	24	,	,	PUNCT
ca-2039	213	25	abstract	abstract	ADJ
ca-2039	213	26	ideology	ideology	NOUN
ca-2039	213	27	and	and	CCONJ
ca-2039	213	28	technical	technical	ADJ
ca-2039	213	29	practice	practice	NOUN
ca-2039	213	30	.	.	PUNCT
ca-2039	214	1	yet	yet	ADV
ca-2039	214	2	because	because	SCONJ
ca-2039	214	3	of	of	ADP
ca-2039	214	4	the	the	DET
ca-2039	214	5	mappers	mapper	NOUN
ca-2039	214	6	’	'	PUNCT
ca-2039	214	7	differential	differential	ADJ
ca-2039	214	8	socioeconomic	socioeconomic	ADJ
ca-2039	214	9	position	position	NOUN
ca-2039	214	10	and	and	CCONJ
ca-2039	214	11	their	their	PRON
ca-2039	214	12	desire	desire	NOUN
ca-2039	214	13	for	for	ADP
ca-2039	214	14	sociopolitical	sociopolitical	ADJ
ca-2039	214	15	visibility	visibility	NOUN
ca-2039	214	16	,	,	PUNCT
ca-2039	214	17	the	the	DET
ca-2039	214	18	information	information	NOUN
ca-2039	214	19	produced	produce	VERB
ca-2039	214	20	through	through	ADP
ca-2039	214	21	their	their	PRON
ca-2039	214	22	transparency	transparency	NOUN
ca-2039	214	23	-	-	PUNCT
ca-2039	214	24	seeking	seek	VERB
ca-2039	214	25	work	work	NOUN
ca-2039	214	26	was	be	AUX
ca-2039	214	27	received	receive	VERB
ca-2039	214	28	and	and	CCONJ
ca-2039	214	29	processed	process	VERB
ca-2039	214	30	differently	differently	ADV
ca-2039	214	31	by	by	ADP
ca-2039	214	32	its	its	PRON
ca-2039	214	33	intended	intended	ADJ
ca-2039	214	34	audience	audience	NOUN
ca-2039	214	35	.	.	PUNCT
ca-2039	215	1	foremost	foremost	ADV
ca-2039	215	2	,	,	PUNCT
ca-2039	215	3	the	the	DET
ca-2039	215	4	educators	educator	NOUN
ca-2039	215	5	’	’	PART
ca-2039	215	6	authority	authority	NOUN
ca-2039	215	7	as	as	SCONJ
ca-2039	215	8	auditors	auditor	NOUN
ca-2039	215	9	was	be	AUX
ca-2039	215	10	never	never	ADV
ca-2039	215	11	questioned	question	VERB
ca-2039	215	12	.	.	PUNCT
ca-2039	216	1	the	the	DET
ca-2039	216	2	auditing	auditing	NOUN
ca-2039	216	3	process	process	NOUN
ca-2039	216	4	,	,	PUNCT
ca-2039	216	5	i	i	PRON
ca-2039	216	6	suggest	suggest	VERB
ca-2039	216	7	,	,	PUNCT
ca-2039	216	8	was	be	AUX
ca-2039	216	9	driven	drive	VERB
ca-2039	216	10	by	by	ADP
ca-2039	216	11	a	a	DET
ca-2039	216	12	desire	desire	NOUN
ca-2039	216	13	for	for	ADP
ca-2039	216	14	what	what	PRON
ca-2039	216	15	william	william	PROPN
ca-2039	216	16	mazzarella	mazzarella	PROPN
ca-2039	216	17	(	(	PUNCT
ca-2039	216	18	2006	2006	NUM
ca-2039	216	19	,	,	PUNCT
ca-2039	216	20	476	476	NUM
ca-2039	216	21	)	)	PUNCT
ca-2039	216	22	calls	call	VERB
ca-2039	216	23	the	the	DET
ca-2039	216	24	“	"	PUNCT
ca-2039	216	25	politics	politic	NOUN
ca-2039	216	26	of	of	ADP
ca-2039	216	27	immediation	immediation	NOUN
ca-2039	216	28	”	"	PUNCT
ca-2039	216	29	;	;	PUNCT
ca-2039	216	30	that	that	PRON
ca-2039	216	31	is	be	AUX
ca-2039	216	32	,	,	PUNCT
ca-2039	216	33	“	"	PUNCT
ca-2039	216	34	a	a	DET
ca-2039	216	35	political	political	ADJ
ca-2039	216	36	practice	practice	NOUN
ca-2039	216	37	that	that	SCONJ
ca-2039	216	38	,	,	PUNCT
ca-2039	216	39	in	in	ADP
ca-2039	216	40	the	the	DET
ca-2039	216	41	name	name	NOUN
ca-2039	216	42	of	of	ADP
ca-2039	216	43	immediacy	immediacy	NOUN
ca-2039	216	44	and	and	CCONJ
ca-2039	216	45	transparency	transparency	NOUN
ca-2039	216	46	,	,	PUNCT
ca-2039	216	47	occludes	occlude	VERB
ca-2039	216	48	the	the	DET
ca-2039	216	49	potentialities	potentiality	NOUN
ca-2039	216	50	and	and	CCONJ
ca-2039	216	51	contingencies	contingency	NOUN
ca-2039	216	52	embedded	embed	VERB
ca-2039	216	53	in	in	ADP
ca-2039	216	54	the	the	DET
ca-2039	216	55	mediations	mediation	NOUN
ca-2039	216	56	that	that	PRON
ca-2039	216	57	comprise	comprise	VERB
ca-2039	216	58	and	and	CCONJ
ca-2039	216	59	enable	enable	VERB
ca-2039	216	60	social	social	ADJ
ca-2039	216	61	life	life	NOUN
ca-2039	216	62	.	.	PUNCT
ca-2039	216	63	”	"	PUNCT
ca-2039	217	1	mazzarella	mazzarella	PROPN
ca-2039	217	2	points	point	VERB
ca-2039	217	3	out	out	ADP
ca-2039	217	4	that	that	SCONJ
ca-2039	217	5	technologies	technology	NOUN
ca-2039	217	6	are	be	AUX
ca-2039	217	7	externalizations	externalization	NOUN
ca-2039	217	8	of	of	ADP
ca-2039	217	9	the	the	DET
ca-2039	217	10	mediations	mediation	NOUN
ca-2039	217	11	that	that	PRON
ca-2039	217	12	constitute	constitute	VERB
ca-2039	217	13	sociality	sociality	NOUN
ca-2039	217	14	;	;	PUNCT
ca-2039	217	15	they	they	PRON
ca-2039	217	16	are	be	AUX
ca-2039	217	17	material	material	NOUN
ca-2039	217	18	forms	form	NOUN
ca-2039	217	19	whose	whose	DET
ca-2039	217	20	effect	effect	NOUN
ca-2039	217	21	is	be	AUX
ca-2039	217	22	to	to	PART
ca-2039	217	23	reduce	reduce	VERB
ca-2039	217	24	the	the	DET
ca-2039	217	25	irreducibility	irreducibility	NOUN
ca-2039	217	26	of	of	ADP
ca-2039	217	27	everyday	everyday	ADJ
ca-2039	217	28	experience.10	experience.10	NOUN
ca-2039	217	29	following	follow	VERB
ca-2039	217	30	this	this	DET
ca-2039	217	31	rationale	rationale	NOUN
ca-2039	217	32	,	,	PUNCT
ca-2039	217	33	in	in	ADP
ca-2039	217	34	strathern	strathern	NOUN
ca-2039	217	35	’s	’s	PART
ca-2039	217	36	case	case	NOUN
ca-2039	217	37	,	,	PUNCT
ca-2039	217	38	audit	audit	NOUN
ca-2039	217	39	is	be	AUX
ca-2039	217	40	a	a	DET
ca-2039	217	41	technology	technology	NOUN
ca-2039	217	42	that	that	PRON
ca-2039	217	43	succeeds	succeed	VERB
ca-2039	217	44	in	in	ADP
ca-2039	217	45	its	its	PRON
ca-2039	217	46	mission	mission	NOUN
ca-2039	217	47	to	to	PART
ca-2039	217	48	objectively	objectively	ADV
ca-2039	217	49	assess	assess	VERB
ca-2039	217	50	educator	educator	NOUN
ca-2039	217	51	performance	performance	NOUN
ca-2039	217	52	because	because	SCONJ
ca-2039	217	53	it	it	PRON
ca-2039	217	54	presumes	presume	VERB
ca-2039	217	55	to	to	PART
ca-2039	217	56	rely	rely	VERB
ca-2039	217	57	on	on	ADP
ca-2039	217	58	formalized	formalize	VERB
ca-2039	217	59	standards	standard	NOUN
ca-2039	217	60	,	,	PUNCT
ca-2039	217	61	as	as	SCONJ
ca-2039	217	62	opposed	oppose	VERB
ca-2039	217	63	to	to	ADP
ca-2039	217	64	subjective	subjective	ADJ
ca-2039	217	65	human	human	ADJ
ca-2039	217	66	action	action	NOUN
ca-2039	217	67	.	.	PUNCT
ca-2039	218	1	thus	thus	ADV
ca-2039	218	2	its	its	PRON
ca-2039	218	3	logic	logic	NOUN
ca-2039	218	4	relies	rely	VERB
ca-2039	218	5	on	on	ADP
ca-2039	218	6	a	a	DET
ca-2039	218	7	denial	denial	NOUN
ca-2039	218	8	of	of	ADP
ca-2039	218	9	the	the	DET
ca-2039	218	10	social	social	ADJ
ca-2039	218	11	practices	practice	NOUN
ca-2039	218	12	and	and	CCONJ
ca-2039	218	13	subjective	subjective	ADJ
ca-2039	218	14	decisions	decision	NOUN
ca-2039	218	15	necessary	necessary	ADJ
ca-2039	218	16	to	to	PART
ca-2039	218	17	enact	enact	VERB
ca-2039	218	18	it	it	PRON
ca-2039	218	19	.	.	PUNCT
ca-2039	219	1	the	the	DET
ca-2039	219	2	auditors	auditor	NOUN
ca-2039	219	3	succeed	succeed	VERB
ca-2039	219	4	because	because	SCONJ
ca-2039	219	5	their	their	PRON
ca-2039	219	6	presence	presence	NOUN
ca-2039	219	7	as	as	ADP
ca-2039	219	8	acting	act	VERB
ca-2039	219	9	subjects	subject	NOUN
ca-2039	219	10	fades	fade	VERB
ca-2039	219	11	into	into	ADP
ca-2039	219	12	the	the	DET
ca-2039	219	13	background	background	NOUN
ca-2039	219	14	,	,	PUNCT
ca-2039	219	15	allowing	allow	VERB
ca-2039	219	16	the	the	DET
ca-2039	219	17	audit	audit	NOUN
ca-2039	219	18	to	to	PART
ca-2039	219	19	take	take	VERB
ca-2039	219	20	center	center	NOUN
ca-2039	219	21	stage	stage	NOUN
ca-2039	219	22	.	.	PUNCT
ca-2039	220	1	in	in	ADP
ca-2039	220	2	the	the	DET
ca-2039	220	3	case	case	NOUN
ca-2039	220	4	of	of	ADP
ca-2039	220	5	muhimu	muhimu	PROPN
ca-2039	220	6	,	,	PUNCT
ca-2039	220	7	widespread	widespread	ADJ
ca-2039	220	8	faith	faith	NOUN
ca-2039	220	9	in	in	ADP
ca-2039	220	10	the	the	DET
ca-2039	220	11	digital	digital	ADJ
ca-2039	220	12	form	form	NOUN
ca-2039	220	13	,	,	PUNCT
ca-2039	220	14	which	which	PRON
ca-2039	220	15	technology	technology	NOUN
ca-2039	220	16	enthusiasts	enthusiast	NOUN
ca-2039	220	17	believed	believe	VERB
ca-2039	220	18	would	would	AUX
ca-2039	220	19	eliminate	eliminate	VERB
ca-2039	220	20	graft	graft	NOUN
ca-2039	220	21	by	by	ADP
ca-2039	220	22	removing	remove	VERB
ca-2039	220	23	human	human	ADJ
ca-2039	220	24	action	action	NOUN
ca-2039	220	25	from	from	ADP
ca-2039	220	26	the	the	DET
ca-2039	220	27	process	process	NOUN
ca-2039	220	28	of	of	ADP
ca-2039	220	29	monitoring	monitoring	NOUN
ca-2039	220	30	,	,	PUNCT
ca-2039	220	31	led	lead	VERB
ca-2039	220	32	many	many	ADJ
ca-2039	220	33	to	to	PART
ca-2039	220	34	claim	claim	VERB
ca-2039	220	35	that	that	SCONJ
ca-2039	220	36	digital	digital	ADJ
ca-2039	220	37	maps	map	NOUN
ca-2039	220	38	offered	offer	VERB
ca-2039	220	39	a	a	DET
ca-2039	220	40	more	more	ADV
ca-2039	220	41	exact	exact	ADJ
ca-2039	220	42	optic	optic	NOUN
ca-2039	220	43	of	of	ADP
ca-2039	220	44	place	place	NOUN
ca-2039	220	45	than	than	ADP
ca-2039	220	46	ever	ever	ADV
ca-2039	220	47	before	before	ADV
ca-2039	220	48	.	.	PUNCT
ca-2039	221	1	however	however	ADV
ca-2039	221	2	,	,	PUNCT
ca-2039	221	3	unlike	unlike	ADP
ca-2039	221	4	in	in	ADP
ca-2039	221	5	strathern	strathern	PROPN
ca-2039	221	6	’s	’s	PART
ca-2039	221	7	example	example	NOUN
ca-2039	221	8	,	,	PUNCT
ca-2039	221	9	muhimu	muhimu	PROPN
ca-2039	221	10	’s	’s	PART
ca-2039	221	11	mappers	mapper	NOUN
ca-2039	221	12	had	have	VERB
ca-2039	221	13	yet	yet	ADV
ca-2039	221	14	to	to	PART
ca-2039	221	15	be	be	AUX
ca-2039	221	16	acknowledged	acknowledge	VERB
ca-2039	221	17	as	as	ADP
ca-2039	221	18	authoritative	authoritative	ADJ
ca-2039	221	19	auditors	auditor	NOUN
ca-2039	221	20	;	;	PUNCT
ca-2039	221	21	they	they	PRON
ca-2039	221	22	were	be	AUX
ca-2039	221	23	socially	socially	ADV
ca-2039	221	24	invisible	invisible	ADJ
ca-2039	221	25	.	.	PUNCT
ca-2039	222	1	indeed	indeed	ADV
ca-2039	222	2	,	,	PUNCT
ca-2039	222	3	while	while	SCONJ
ca-2039	222	4	the	the	DET
ca-2039	222	5	mappers	mapper	NOUN
ca-2039	222	6	attempted	attempt	VERB
ca-2039	222	7	to	to	PART
ca-2039	222	8	both	both	CCONJ
ca-2039	222	9	produce	produce	VERB
ca-2039	222	10	and	and	CCONJ
ca-2039	222	11	document	document	VERB
ca-2039	222	12	transparent	transparent	ADJ
ca-2039	222	13	representations	representation	NOUN
ca-2039	222	14	to	to	PART
ca-2039	222	15	bring	bring	VERB
ca-2039	222	16	sociopolitical	sociopolitical	ADJ
ca-2039	222	17	attention	attention	NOUN
ca-2039	222	18	to	to	ADP
ca-2039	222	19	themselves	themselves	PRON
ca-2039	222	20	and	and	CCONJ
ca-2039	222	21	their	their	PRON
ca-2039	222	22	neighborhoods	neighborhood	NOUN
ca-2039	222	23	,	,	PUNCT
ca-2039	222	24	they	they	PRON
ca-2039	222	25	first	first	ADV
ca-2039	222	26	had	have	VERB
ca-2039	222	27	to	to	PART
ca-2039	222	28	prove	prove	VERB
ca-2039	222	29	they	they	PRON
ca-2039	222	30	had	have	VERB
ca-2039	222	31	the	the	DET
ca-2039	222	32	authority	authority	NOUN
ca-2039	222	33	to	to	PART
ca-2039	222	34	do	do	AUX
ca-2039	222	35	so	so	ADV
ca-2039	222	36	.	.	PUNCT
ca-2039	223	1	as	as	ADP
ca-2039	223	2	a	a	DET
ca-2039	223	3	material	material	NOUN
ca-2039	223	4	expression	expression	NOUN
ca-2039	223	5	of	of	ADP
ca-2039	223	6	the	the	DET
ca-2039	223	7	politics	politic	NOUN
ca-2039	223	8	of	of	ADP
ca-2039	223	9	immediation	immediation	NOUN
ca-2039	223	10	,	,	PUNCT
ca-2039	223	11	the	the	DET
ca-2039	223	12	maps	map	NOUN
ca-2039	223	13	expunged	expunge	VERB
ca-2039	223	14	human	human	ADJ
ca-2039	223	15	presence	presence	NOUN
ca-2039	223	16	from	from	ADP
ca-2039	223	17	the	the	DET
ca-2039	223	18	narrative	narrative	NOUN
ca-2039	223	19	of	of	ADP
ca-2039	223	20	their	their	PRON
ca-2039	223	21	creation	creation	NOUN
ca-2039	223	22	;	;	PUNCT
ca-2039	223	23	they	they	PRON
ca-2039	223	24	signified	signify	VERB
ca-2039	223	25	an	an	DET
ca-2039	223	26	absence	absence	NOUN
ca-2039	223	27	of	of	ADP
ca-2039	223	28	the	the	DET
ca-2039	223	29	social	social	ADJ
ca-2039	223	30	relations	relation	NOUN
ca-2039	223	31	of	of	ADP
ca-2039	223	32	mundane	mundane	ADJ
ca-2039	223	33	bribery	bribery	NOUN
ca-2039	223	34	that	that	PRON
ca-2039	223	35	lubricated	lubricate	VERB
ca-2039	223	36	the	the	DET
ca-2039	223	37	circulation	circulation	NOUN
ca-2039	223	38	of	of	ADP
ca-2039	223	39	resources	resource	NOUN
ca-2039	223	40	in	in	ADP
ca-2039	223	41	the	the	DET
ca-2039	223	42	slum	slum	NOUN
ca-2039	223	43	.	.	PUNCT
ca-2039	224	1	at	at	ADP
ca-2039	224	2	the	the	DET
ca-2039	224	3	same	same	ADJ
ca-2039	224	4	time	time	NOUN
ca-2039	224	5	,	,	PUNCT
ca-2039	224	6	because	because	SCONJ
ca-2039	224	7	muhimu	muhimu	NOUN
ca-2039	224	8	residents	resident	NOUN
ca-2039	224	9	physically	physically	ADV
ca-2039	224	10	brought	bring	VERB
ca-2039	224	11	paper	paper	NOUN
ca-2039	224	12	versions	version	NOUN
ca-2039	224	13	of	of	ADP
ca-2039	224	14	the	the	DET
ca-2039	224	15	maps	map	NOUN
ca-2039	224	16	to	to	ADP
ca-2039	224	17	the	the	DET
ca-2039	224	18	district	district	NOUN
ca-2039	224	19	officers	officer	NOUN
ca-2039	224	20	’	'	PUNCT
ca-2039	224	21	and	and	CCONJ
ca-2039	224	22	chiefs	chief	NOUN
ca-2039	224	23	’	’	PART
ca-2039	224	24	offices	office	NOUN
ca-2039	224	25	,	,	PUNCT
ca-2039	224	26	the	the	DET
ca-2039	224	27	socially	socially	ADV
ca-2039	224	28	mediated	mediate	VERB
ca-2039	224	29	quality	quality	NOUN
ca-2039	224	30	of	of	ADP
ca-2039	224	31	their	their	PRON
ca-2039	224	32	production	production	NOUN
ca-2039	224	33	could	could	AUX
ca-2039	224	34	not	not	PART
ca-2039	224	35	be	be	AUX
ca-2039	224	36	denied	deny	VERB
ca-2039	224	37	.	.	PUNCT
ca-2039	225	1	in	in	ADP
ca-2039	225	2	that	that	DET
ca-2039	225	3	powerful	powerful	ADJ
ca-2039	225	4	leaders	leader	NOUN
ca-2039	225	5	in	in	ADP
ca-2039	225	6	muhimu	muhimu	PROPN
ca-2039	225	7	chose	choose	VERB
ca-2039	225	8	to	to	PART
ca-2039	225	9	display	display	VERB
ca-2039	225	10	the	the	DET
ca-2039	225	11	maps	map	NOUN
ca-2039	225	12	,	,	PUNCT
ca-2039	225	13	these	these	DET
ca-2039	225	14	digital	digital	ADJ
ca-2039	225	15	products	product	NOUN
ca-2039	225	16	transformed	transform	VERB
ca-2039	225	17	slum	slum	NOUN
ca-2039	225	18	-	-	PUNCT
ca-2039	225	19	dwellers	dweller	NOUN
ca-2039	225	20	into	into	ADP
ca-2039	225	21	subjects	subject	NOUN
ca-2039	225	22	with	with	ADP
ca-2039	225	23	the	the	DET
ca-2039	225	24	capacity	capacity	NOUN
ca-2039	225	25	to	to	PART
ca-2039	225	26	produce	produce	VERB
ca-2039	225	27	expertise	expertise	NOUN
ca-2039	225	28	,	,	PUNCT
ca-2039	225	29	a	a	DET
ca-2039	225	30	heretofore	heretofore	ADJ
ca-2039	225	31	unrealized	unrealized	ADJ
ca-2039	225	32	capability	capability	NOUN
ca-2039	225	33	.	.	PUNCT
ca-2039	226	1	“	"	PUNCT
ca-2039	226	2	before	before	ADV
ca-2039	226	3	,	,	PUNCT
ca-2039	226	4	the	the	DET
ca-2039	226	5	elders	elder	NOUN
ca-2039	226	6	just	just	ADV
ca-2039	226	7	thought	think	VERB
ca-2039	226	8	youths	youth	NOUN
ca-2039	226	9	were	be	AUX
ca-2039	226	10	doing	do	VERB
ca-2039	226	11	drugs	drug	NOUN
ca-2039	226	12	and	and	CCONJ
ca-2039	226	13	hustling	hustling	ADJ
ca-2039	226	14	,	,	PUNCT
ca-2039	226	15	”	"	PUNCT
ca-2039	226	16	kyale	kyale	NOUN
ca-2039	226	17	told	tell	VERB
ca-2039	226	18	me	i	PRON
ca-2039	226	19	.	.	PUNCT
ca-2039	227	1	“	"	PUNCT
ca-2039	227	2	now	now	ADV
ca-2039	227	3	they	they	PRON
ca-2039	227	4	see	see	VERB
ca-2039	227	5	we	we	PRON
ca-2039	227	6	are	be	AUX
ca-2039	227	7	doing	do	VERB
ca-2039	227	8	good	good	ADJ
ca-2039	227	9	things	thing	NOUN
ca-2039	227	10	too	too	ADV
ca-2039	227	11	.	.	PUNCT
ca-2039	227	12	”	"	PUNCT
ca-2039	228	1	the	the	DET
ca-2039	228	2	slum	slum	NOUN
ca-2039	228	3	-	-	PUNCT
ca-2039	228	4	dwellers	dweller	NOUN
ca-2039	228	5	’	'	PUNCT
ca-2039	228	6	potential	potential	ADJ
ca-2039	228	7	credibility	credibility	NOUN
ca-2039	228	8	as	as	SCONJ
ca-2039	228	9	experts	expert	NOUN
ca-2039	228	10	emerged	emerge	VERB
ca-2039	228	11	as	as	ADP
ca-2039	228	12	an	an	DET
ca-2039	228	13	effect	effect	NOUN
ca-2039	228	14	of	of	ADP
ca-2039	228	15	the	the	DET
ca-2039	228	16	maps	map	NOUN
ca-2039	228	17	,	,	PUNCT
ca-2039	228	18	simultaneously	simultaneously	ADV
ca-2039	228	19	indexing	index	VERB
ca-2039	228	20	digital	digital	ADJ
ca-2039	228	21	fetishism	fetishism	NOUN
ca-2039	228	22	and	and	CCONJ
ca-2039	228	23	a	a	DET
ca-2039	228	24	persistent	persistent	ADJ
ca-2039	228	25	(	(	PUNCT
ca-2039	228	26	post)colonial	post)colonial	ADJ
ca-2039	228	27	faith	faith	NOUN
ca-2039	228	28	in	in	ADP
ca-2039	228	29	the	the	DET
ca-2039	228	30	political	political	ADJ
ca-2039	228	31	authority	authority	NOUN
ca-2039	228	32	communicated	communicate	VERB
ca-2039	228	33	through	through	ADP
ca-2039	228	34	paper	paper	NOUN
ca-2039	228	35	documents	document	NOUN
ca-2039	228	36	.	.	PUNCT
ca-2039	229	1	beyond	beyond	ADP
ca-2039	229	2	the	the	DET
ca-2039	229	3	sociopolitical	sociopolitical	ADJ
ca-2039	229	4	world	world	NOUN
ca-2039	229	5	of	of	ADP
ca-2039	229	6	muhimu	muhimu	PROPN
ca-2039	229	7	,	,	PUNCT
ca-2039	229	8	however	however	ADV
ca-2039	229	9	,	,	PUNCT
ca-2039	229	10	settlement	settlement	NOUN
ca-2039	229	11	residents	resident	NOUN
ca-2039	229	12	found	find	VERB
ca-2039	229	13	it	it	PRON
ca-2039	229	14	difficult	difficult	ADJ
ca-2039	229	15	to	to	PART
ca-2039	229	16	leverage	leverage	VERB
ca-2039	229	17	their	their	PRON
ca-2039	229	18	expertise	expertise	NOUN
ca-2039	229	19	and	and	CCONJ
ca-2039	229	20	make	make	VERB
ca-2039	229	21	the	the	DET
ca-2039	229	22	information	information	NOUN
ca-2039	229	23	they	they	PRON
ca-2039	229	24	produced	produce	VERB
ca-2039	229	25	matter	matter	NOUN
ca-2039	229	26	.	.	PUNCT
ca-2039	230	1	owing	owe	VERB
ca-2039	230	2	to	to	ADP
ca-2039	230	3	a	a	DET
ca-2039	230	4	dearth	dearth	NOUN
ca-2039	230	5	of	of	ADP
ca-2039	230	6	computers	computer	NOUN
ca-2039	230	7	and	and	CCONJ
ca-2039	230	8	an	an	DET
ca-2039	230	9	unreliable	unreliable	ADJ
ca-2039	230	10	electricity	electricity	NOUN
ca-2039	230	11	supply	supply	NOUN
ca-2039	230	12	in	in	ADP
ca-2039	230	13	muhimu	muhimu	PROPN
ca-2039	230	14	’s	’s	PART
ca-2039	230	15	offices	office	NOUN
ca-2039	230	16	,	,	PUNCT
ca-2039	230	17	these	these	DET
ca-2039	230	18	maps	map	NOUN
ca-2039	230	19	lived	live	VERB
ca-2039	230	20	offline	offline	ADJ
ca-2039	230	21	,	,	PUNCT
ca-2039	230	22	separated	separate	VERB
ca-2039	230	23	from	from	ADP
ca-2039	230	24	the	the	DET
ca-2039	230	25	computers	computer	NOUN
ca-2039	230	26	that	that	PRON
ca-2039	230	27	made	make	VERB
ca-2039	230	28	them	they	PRON
ca-2039	230	29	possible	possible	ADJ
ca-2039	230	30	.	.	PUNCT
ca-2039	231	1	over	over	ADP
ca-2039	231	2	the	the	DET
ca-2039	231	3	course	course	NOUN
ca-2039	231	4	of	of	ADP
ca-2039	231	5	my	my	PRON
ca-2039	231	6	time	time	NOUN
ca-2039	231	7	in	in	ADP
ca-2039	231	8	muhimu	muhimu	NOUN
ca-2039	231	9	,	,	PUNCT
ca-2039	231	10	their	their	PRON
ca-2039	231	11	edges	edge	NOUN
ca-2039	231	12	began	begin	VERB
ca-2039	231	13	to	to	PART
ca-2039	231	14	fray	fray	VERB
ca-2039	231	15	,	,	PUNCT
ca-2039	231	16	and	and	CCONJ
ca-2039	231	17	their	their	PRON
ca-2039	231	18	borders	border	NOUN
ca-2039	231	19	slowly	slowly	ADV
ca-2039	231	20	changed	change	VERB
ca-2039	231	21	from	from	ADP
ca-2039	231	22	white	white	ADJ
ca-2039	231	23	to	to	PART
ca-2039	231	24	yellow	yellow	VERB
ca-2039	231	25	.	.	PUNCT
ca-2039	232	1	away	away	ADV
ca-2039	232	2	from	from	ADP
ca-2039	232	3	the	the	DET
ca-2039	232	4	radiant	radiant	ADJ
ca-2039	232	5	light	light	NOUN
ca-2039	232	6	of	of	ADP
ca-2039	232	7	digital	digital	PROPN
ca-2039	232	8	code	code	NOUN
ca-2039	232	9	,	,	PUNCT
ca-2039	232	10	their	their	PRON
ca-2039	232	11	symbolic	symbolic	ADJ
ca-2039	232	12	power	power	NOUN
ca-2039	232	13	slowly	slowly	ADV
ca-2039	232	14	weakened	weaken	VERB
ca-2039	232	15	as	as	SCONJ
ca-2039	232	16	the	the	DET
ca-2039	232	17	maps	map	NOUN
ca-2039	232	18	’	'	PUNCT
ca-2039	232	19	material	material	NOUN
ca-2039	232	20	fragility	fragility	NOUN
ca-2039	232	21	began	begin	VERB
ca-2039	232	22	to	to	PART
ca-2039	232	23	mimic	mimic	VERB
ca-2039	232	24	the	the	DET
ca-2039	232	25	insecurity	insecurity	NOUN
ca-2039	232	26	of	of	ADP
ca-2039	232	27	the	the	DET
ca-2039	232	28	settlement	settlement	NOUN
ca-2039	232	29	and	and	CCONJ
ca-2039	232	30	its	its	PRON
ca-2039	232	31	residents	resident	NOUN
ca-2039	232	32	(	(	PUNCT
ca-2039	232	33	cf	cf	NOUN
ca-2039	232	34	.	.	PUNCT
ca-2039	233	1	larkin	larkin	PROPN
ca-2039	233	2	2013	2013	NUM
ca-2039	233	3	)	)	PUNCT
ca-2039	233	4	.	.	PUNCT
ca-2039	234	1	indeed	indeed	ADV
ca-2039	234	2	,	,	PUNCT
ca-2039	234	3	for	for	ADP
ca-2039	234	4	the	the	DET
ca-2039	234	5	residents	resident	NOUN
ca-2039	234	6	of	of	ADP
ca-2039	234	7	muhimu	muhimu	PROPN
ca-2039	234	8	,	,	PUNCT
ca-2039	234	9	the	the	DET
ca-2039	234	10	maps	map	NOUN
ca-2039	234	11	embodied	embody	VERB
ca-2039	234	12	the	the	DET
ca-2039	234	13	duality	duality	NOUN
ca-2039	234	14	of	of	ADP
ca-2039	234	15	precarity	precarity	NOUN
ca-2039	234	16	and	and	CCONJ
ca-2039	234	17	promise	promise	NOUN
ca-2039	234	18	that	that	PRON
ca-2039	234	19	characterized	characterize	VERB
ca-2039	234	20	kenya	kenya	PROPN
ca-2039	234	21	’s	’s	PART
ca-2039	234	22	technological	technological	ADJ
ca-2039	234	23	takeoff	takeoff	NOUN
ca-2039	234	24	.	.	PUNCT
ca-2039	235	1	the	the	DET
ca-2039	235	2	maps	map	NOUN
ca-2039	235	3	were	be	AUX
ca-2039	235	4	a	a	DET
ca-2039	235	5	potent	potent	ADJ
ca-2039	235	6	metaphor	metaphor	NOUN
ca-2039	235	7	for	for	ADP
ca-2039	235	8	the	the	DET
ca-2039	235	9	uphill	uphill	ADJ
ca-2039	235	10	battle	battle	NOUN
ca-2039	235	11	the	the	DET
ca-2039	235	12	mappers	mapper	NOUN
ca-2039	235	13	fought	fight	VERB
ca-2039	235	14	when	when	SCONJ
ca-2039	235	15	they	they	PRON
ca-2039	235	16	attempted	attempt	VERB
ca-2039	235	17	to	to	PART
ca-2039	235	18	shift	shift	VERB
ca-2039	235	19	their	their	PRON
ca-2039	235	20	subject	subject	NOUN
ca-2039	235	21	positions	position	NOUN
ca-2039	235	22	through	through	ADP
ca-2039	235	23	their	their	PRON
ca-2039	235	24	engagements	engagement	NOUN
ca-2039	235	25	with	with	ADP
ca-2039	235	26	digital	digital	ADJ
ca-2039	235	27	technology	technology	NOUN
ca-2039	235	28	.	.	PUNCT
ca-2039	236	1	in	in	ADP
ca-2039	236	2	their	their	PRON
ca-2039	236	3	struggle	struggle	NOUN
ca-2039	236	4	to	to	PART
ca-2039	236	5	become	become	VERB
ca-2039	236	6	socially	socially	ADV
ca-2039	236	7	visible	visible	ADJ
ca-2039	236	8	,	,	PUNCT
ca-2039	236	9	their	their	PRON
ca-2039	236	10	status	status	NOUN
ca-2039	236	11	as	as	ADP
ca-2039	236	12	technical	technical	ADJ
ca-2039	236	13	experts	expert	NOUN
ca-2039	236	14	and	and	CCONJ
ca-2039	236	15	the	the	DET
ca-2039	236	16	credibility	credibility	NOUN
ca-2039	236	17	of	of	ADP
ca-2039	236	18	their	their	PRON
ca-2039	236	19	digital	digital	ADJ
ca-2039	236	20	data	datum	NOUN
ca-2039	236	21	were	be	AUX
ca-2039	236	22	thrown	throw	VERB
ca-2039	236	23	into	into	ADP
ca-2039	236	24	question	question	NOUN
ca-2039	236	25	.	.	PUNCT
ca-2039	237	1	how	how	SCONJ
ca-2039	237	2	could	could	AUX
ca-2039	237	3	data	datum	NOUN
ca-2039	237	4	that	that	PRON
ca-2039	237	5	was	be	AUX
ca-2039	237	6	so	so	ADV
ca-2039	237	7	obviously	obviously	ADV
ca-2039	237	8	mediated	mediate	VERB
ca-2039	237	9	be	be	AUX
ca-2039	237	10	trusted	trust	VERB
ca-2039	237	11	?	?	PUNCT
ca-2039	238	1	for	for	ADP
ca-2039	238	2	the	the	DET
ca-2039	238	3	mappers	mapper	NOUN
ca-2039	238	4	,	,	PUNCT
ca-2039	238	5	the	the	DET
ca-2039	238	6	semiotic	semiotic	ADJ
ca-2039	238	7	-	-	PUNCT
ca-2039	238	8	material	material	NOUN
ca-2039	238	9	economy	economy	NOUN
ca-2039	238	10	of	of	ADP
ca-2039	238	11	computers	computer	NOUN
ca-2039	238	12	,	,	PUNCT
ca-2039	238	13	like	like	ADP
ca-2039	238	14	the	the	DET
ca-2039	238	15	physical	physical	ADJ
ca-2039	238	16	space	space	NOUN
ca-2039	238	17	of	of	ADP
ca-2039	238	18	the	the	DET
ca-2039	238	19	ihub	ihub	NOUN
ca-2039	238	20	,	,	PUNCT
ca-2039	238	21	proved	prove	VERB
ca-2039	238	22	to	to	PART
ca-2039	238	23	be	be	AUX
ca-2039	238	24	just	just	ADV
ca-2039	238	25	out	out	ADP
ca-2039	238	26	of	of	ADP
ca-2039	238	27	reach	reach	NOUN
ca-2039	238	28	.	.	PUNCT
ca-2039	239	1	the	the	DET
ca-2039	239	2	temporality	temporality	NOUN
ca-2039	239	3	of	of	ADP
ca-2039	239	4	technology	technology	NOUN
ca-2039	239	5	if	if	SCONJ
ca-2039	239	6	speed	speed	NOUN
ca-2039	239	7	was	be	AUX
ca-2039	239	8	a	a	DET
ca-2039	239	9	capacity	capacity	NOUN
ca-2039	239	10	of	of	ADP
ca-2039	239	11	digital	digital	PROPN
ca-2039	239	12	code	code	NOUN
ca-2039	239	13	,	,	PUNCT
ca-2039	239	14	then	then	ADV
ca-2039	239	15	immediation	immediation	NOUN
ca-2039	239	16	was	be	AUX
ca-2039	239	17	not	not	PART
ca-2039	239	18	only	only	ADV
ca-2039	239	19	an	an	DET
ca-2039	239	20	ideology	ideology	NOUN
ca-2039	239	21	driving	drive	VERB
ca-2039	239	22	the	the	DET
ca-2039	239	23	mapping	mapping	NOUN
ca-2039	239	24	work	work	NOUN
ca-2039	239	25	but	but	CCONJ
ca-2039	239	26	also	also	ADV
ca-2039	239	27	a	a	DET
ca-2039	239	28	potential	potential	ADJ
ca-2039	239	29	material	material	NOUN
ca-2039	239	30	capacity	capacity	NOUN
ca-2039	239	31	of	of	ADP
ca-2039	239	32	the	the	DET
ca-2039	239	33	maps	map	NOUN
ca-2039	239	34	.	.	PUNCT
ca-2039	240	1	“	"	PUNCT
ca-2039	240	2	if	if	SCONJ
ca-2039	240	3	the	the	DET
ca-2039	240	4	community	community	NOUN
ca-2039	240	5	is	be	AUX
ca-2039	240	6	the	the	DET
ca-2039	240	7	one	one	NUM
ca-2039	240	8	who	who	PRON
ca-2039	240	9	is	be	AUX
ca-2039	240	10	mapping	map	VERB
ca-2039	240	11	their	their	PRON
ca-2039	240	12	own	own	ADJ
ca-2039	240	13	area	area	NOUN
ca-2039	240	14	,	,	PUNCT
ca-2039	240	15	they	they	PRON
ca-2039	240	16	legitimize	legitimize	VERB
ca-2039	240	17	a	a	DET
ca-2039	240	18	space	space	NOUN
ca-2039	240	19	,	,	PUNCT
ca-2039	240	20	”	"	PUNCT
ca-2039	240	21	njoroge	njoroge	NOUN
ca-2039	240	22	told	tell	VERB
ca-2039	240	23	me	i	PRON
ca-2039	240	24	.	.	PUNCT
ca-2039	241	1	according	accord	VERB
ca-2039	241	2	to	to	ADP
ca-2039	241	3	him	he	PRON
ca-2039	241	4	,	,	PUNCT
ca-2039	241	5	digital	digital	ADJ
ca-2039	241	6	maps	map	NOUN
ca-2039	241	7	’	'	PUNCT
ca-2039	241	8	speed	speed	NOUN
ca-2039	241	9	made	make	VERB
ca-2039	241	10	them	they	PRON
ca-2039	241	11	a	a	DET
ca-2039	241	12	viable	viable	ADJ
ca-2039	241	13	solution	solution	NOUN
ca-2039	241	14	to	to	ADP
ca-2039	241	15	bureaucratic	bureaucratic	ADJ
ca-2039	241	16	inefficiency	inefficiency	NOUN
ca-2039	241	17	and	and	CCONJ
ca-2039	241	18	corruption	corruption	NOUN
ca-2039	241	19	.	.	PUNCT
ca-2039	242	1	as	as	SCONJ
ca-2039	242	2	i	i	PRON
ca-2039	242	3	mentioned	mention	VERB
ca-2039	242	4	earlier	early	ADV
ca-2039	242	5	,	,	PUNCT
ca-2039	242	6	by	by	ADP
ca-2039	242	7	codifying	codify	VERB
ca-2039	242	8	the	the	DET
ca-2039	242	9	presence	presence	NOUN
ca-2039	242	10	of	of	ADP
ca-2039	242	11	a	a	DET
ca-2039	242	12	playground	playground	NOUN
ca-2039	242	13	on	on	ADP
ca-2039	242	14	a	a	DET
ca-2039	242	15	digital	digital	ADJ
ca-2039	242	16	map	map	NOUN
ca-2039	242	17	,	,	PUNCT
ca-2039	242	18	the	the	DET
ca-2039	242	19	mappers	mapper	NOUN
ca-2039	242	20	could	could	AUX
ca-2039	242	21	prevent	prevent	VERB
ca-2039	242	22	others	other	NOUN
ca-2039	242	23	from	from	ADP
ca-2039	242	24	grabbing	grab	VERB
ca-2039	242	25	the	the	DET
ca-2039	242	26	land	land	NOUN
ca-2039	242	27	during	during	ADP
ca-2039	242	28	the	the	DET
ca-2039	242	29	lengthy	lengthy	ADJ
ca-2039	242	30	legal	legal	ADJ
ca-2039	242	31	process	process	NOUN
ca-2039	242	32	required	require	VERB
ca-2039	242	33	to	to	PART
ca-2039	242	34	obtain	obtain	VERB
ca-2039	242	35	an	an	DET
ca-2039	242	36	official	official	ADJ
ca-2039	242	37	title	title	NOUN
ca-2039	242	38	.	.	PUNCT
ca-2039	243	1	time	time	NOUN
ca-2039	243	2	,	,	PUNCT
ca-2039	243	3	for	for	ADP
ca-2039	243	4	njoroge	njoroge	NOUN
ca-2039	243	5	,	,	PUNCT
ca-2039	243	6	was	be	AUX
ca-2039	243	7	a	a	DET
ca-2039	243	8	negative	negative	ADJ
ca-2039	243	9	unit	unit	NOUN
ca-2039	243	10	that	that	PRON
ca-2039	243	11	invited	invite	VERB
ca-2039	243	12	the	the	DET
ca-2039	243	13	possibility	possibility	NOUN
ca-2039	243	14	of	of	ADP
ca-2039	243	15	nefarious	nefarious	ADJ
ca-2039	243	16	action	action	NOUN
ca-2039	243	17	,	,	PUNCT
ca-2039	243	18	a	a	DET
ca-2039	243	19	period	period	NOUN
ca-2039	243	20	during	during	ADP
ca-2039	243	21	which	which	PRON
ca-2039	243	22	ruthless	ruthless	ADJ
ca-2039	243	23	outsiders	outsider	NOUN
ca-2039	243	24	could	could	AUX
ca-2039	243	25	wrongfully	wrongfully	ADV
ca-2039	243	26	claim	claim	VERB
ca-2039	243	27	land	land	NOUN
ca-2039	243	28	that	that	PRON
ca-2039	243	29	did	do	AUX
ca-2039	243	30	not	not	PART
ca-2039	243	31	belong	belong	VERB
ca-2039	243	32	to	to	ADP
ca-2039	243	33	them	they	PRON
ca-2039	243	34	.	.	PUNCT
ca-2039	244	1	njoroge	njoroge	PROPN
ca-2039	244	2	’s	’s	PART
ca-2039	244	3	concerns	concern	NOUN
ca-2039	244	4	elucidated	elucidate	VERB
ca-2039	244	5	a	a	DET
ca-2039	244	6	world	world	NOUN
ca-2039	244	7	of	of	ADP
ca-2039	244	8	law	law	NOUN
ca-2039	244	9	and	and	CCONJ
ca-2039	244	10	paper	paper	NOUN
ca-2039	244	11	,	,	PUNCT
ca-2039	244	12	one	one	NUM
ca-2039	244	13	structured	structure	VERB
ca-2039	244	14	around	around	ADP
ca-2039	244	15	temporal	temporal	ADJ
ca-2039	244	16	gaps	gap	NOUN
ca-2039	244	17	that	that	PRON
ca-2039	244	18	encouraged	encourage	VERB
ca-2039	244	19	the	the	DET
ca-2039	244	20	breach	breach	NOUN
ca-2039	244	21	between	between	ADP
ca-2039	244	22	representation	representation	NOUN
ca-2039	244	23	(	(	PUNCT
ca-2039	244	24	a	a	DET
ca-2039	244	25	legal	legal	ADJ
ca-2039	244	26	land	land	NOUN
ca-2039	244	27	-	-	PUNCT
ca-2039	244	28	use	use	NOUN
ca-2039	244	29	document	document	NOUN
ca-2039	244	30	)	)	PUNCT
ca-2039	244	31	and	and	CCONJ
ca-2039	244	32	reality	reality	NOUN
ca-2039	244	33	(	(	PUNCT
ca-2039	244	34	the	the	DET
ca-2039	244	35	act	act	NOUN
ca-2039	244	36	of	of	ADP
ca-2039	244	37	land	land	NOUN
ca-2039	244	38	grabbing	grabbing	NOUN
ca-2039	244	39	)	)	PUNCT
ca-2039	244	40	to	to	PART
ca-2039	244	41	deepen	deepen	VERB
ca-2039	244	42	.	.	PUNCT
ca-2039	245	1	njoroge	njoroge	PROPN
ca-2039	245	2	explained	explain	VERB
ca-2039	245	3	digital	digital	ADJ
ca-2039	245	4	technology	technology	NOUN
ca-2039	245	5	—	—	PUNCT
ca-2039	245	6	frequently	frequently	ADV
ca-2039	245	7	discussed	discuss	VERB
ca-2039	245	8	by	by	ADP
ca-2039	245	9	scholars	scholar	NOUN
ca-2039	245	10	as	as	ADP
ca-2039	245	11	a	a	DET
ca-2039	245	12	malleable	malleable	ADJ
ca-2039	245	13	,	,	PUNCT
ca-2039	245	14	disembodied	disembodied	ADJ
ca-2039	245	15	form	form	NOUN
ca-2039	245	16	(	(	PUNCT
ca-2039	245	17	e.g.	e.g.	ADV
ca-2039	245	18	,	,	PUNCT
ca-2039	245	19	mitchell	mitchell	PROPN
ca-2039	245	20	1996)—as	1996)—as	NUM
ca-2039	245	21	a	a	DET
ca-2039	245	22	stable	stable	ADJ
ca-2039	245	23	anchor	anchor	NOUN
ca-2039	245	24	in	in	ADP
ca-2039	245	25	this	this	DET
ca-2039	245	26	uncertain	uncertain	ADJ
ca-2039	245	27	world	world	NOUN
ca-2039	245	28	.	.	PUNCT
ca-2039	246	1	it	it	PRON
ca-2039	246	2	not	not	PART
ca-2039	246	3	only	only	ADV
ca-2039	246	4	alleviated	alleviate	VERB
ca-2039	246	5	the	the	DET
ca-2039	246	6	anxieties	anxiety	NOUN
ca-2039	246	7	slum	slum	NOUN
ca-2039	246	8	-	-	PUNCT
ca-2039	246	9	dwellers	dweller	NOUN
ca-2039	246	10	felt	feel	VERB
ca-2039	246	11	around	around	ADP
ca-2039	246	12	government	government	NOUN
ca-2039	246	13	officials	official	NOUN
ca-2039	246	14	’	'	PUNCT
ca-2039	246	15	potentially	potentially	ADV
ca-2039	246	16	nefarious	nefarious	ADJ
ca-2039	246	17	plans	plan	NOUN
ca-2039	246	18	,	,	PUNCT
ca-2039	246	19	but	but	CCONJ
ca-2039	246	20	it	it	PRON
ca-2039	246	21	also	also	ADV
ca-2039	246	22	instilled	instill	VERB
ca-2039	246	23	new	new	ADJ
ca-2039	246	24	hope	hope	NOUN
ca-2039	246	25	that	that	SCONJ
ca-2039	246	26	the	the	DET
ca-2039	246	27	slum	slum	NOUN
ca-2039	246	28	-	-	PUNCT
ca-2039	246	29	dwellers	dweller	NOUN
ca-2039	246	30	might	might	AUX
ca-2039	246	31	finally	finally	ADV
ca-2039	246	32	be	be	AUX
ca-2039	246	33	able	able	ADJ
ca-2039	246	34	to	to	PART
ca-2039	246	35	outwit	outwit	VERB
ca-2039	246	36	them	they	PRON
ca-2039	246	37	.	.	PUNCT
ca-2039	247	1	“	"	PUNCT
ca-2039	247	2	when	when	SCONJ
ca-2039	247	3	you	you	PRON
ca-2039	247	4	have	have	VERB
ca-2039	247	5	people	people	NOUN
ca-2039	247	6	put	put	VERB
ca-2039	247	7	it	it	PRON
ca-2039	247	8	on	on	ADP
ca-2039	247	9	digital	digital	ADJ
ca-2039	247	10	,	,	PUNCT
ca-2039	247	11	”	"	PUNCT
ca-2039	247	12	njoroge	njoroge	NOUN
ca-2039	247	13	continued	continue	VERB
ca-2039	247	14	,	,	PUNCT
ca-2039	247	15	“	"	PUNCT
ca-2039	247	16	there	there	PRON
ca-2039	247	17	’s	’	VERB
ca-2039	247	18	something	something	PRON
ca-2039	247	19	to	to	PART
ca-2039	247	20	fall	fall	VERB
ca-2039	247	21	back	back	ADV
ca-2039	247	22	on	on	ADV
ca-2039	247	23	,	,	PUNCT
ca-2039	247	24	to	to	PART
ca-2039	247	25	say	say	VERB
ca-2039	247	26	,	,	PUNCT
ca-2039	247	27	‘	'	PUNCT
ca-2039	247	28	in	in	ADP
ca-2039	247	29	1980	1980	NUM
ca-2039	247	30	,	,	PUNCT
ca-2039	247	31	[	[	X
ca-2039	247	32	the	the	DET
ca-2039	247	33	land	land	NOUN
ca-2039	247	34	]	]	PUNCT
ca-2039	247	35	was	be	AUX
ca-2039	247	36	like	like	ADP
ca-2039	247	37	this	this	PRON
ca-2039	247	38	.	.	PUNCT
ca-2039	247	39	’	'	PUNCT
ca-2039	247	40	”	"	PUNCT
ca-2039	247	41	here	here	ADV
ca-2039	247	42	,	,	PUNCT
ca-2039	247	43	muhimu	muhimu	PROPN
ca-2039	247	44	’s	’s	PART
ca-2039	247	45	digital	digital	PROPN
ca-2039	247	46	maps	map	NOUN
ca-2039	247	47	physically	physically	ADV
ca-2039	247	48	embodied	embody	VERB
ca-2039	247	49	the	the	DET
ca-2039	247	50	immediacy	immediacy	NOUN
ca-2039	247	51	they	they	PRON
ca-2039	247	52	were	be	AUX
ca-2039	247	53	presumed	presume	VERB
ca-2039	247	54	to	to	PART
ca-2039	247	55	bring	bring	VERB
ca-2039	247	56	about	about	ADV
ca-2039	247	57	,	,	PUNCT
ca-2039	247	58	merging	merge	VERB
ca-2039	247	59	the	the	DET
ca-2039	247	60	ideological	ideological	NOUN
ca-2039	247	61	and	and	CCONJ
ca-2039	247	62	the	the	DET
ca-2039	247	63	material	material	NOUN
ca-2039	247	64	into	into	ADP
ca-2039	247	65	a	a	DET
ca-2039	247	66	cohesive	cohesive	ADJ
ca-2039	247	67	narrative	narrative	NOUN
ca-2039	247	68	.	.	PUNCT
ca-2039	248	1	in	in	ADP
ca-2039	248	2	this	this	DET
ca-2039	248	3	case	case	NOUN
ca-2039	248	4	,	,	PUNCT
ca-2039	248	5	the	the	DET
ca-2039	248	6	political	political	ADJ
ca-2039	248	7	potential	potential	NOUN
ca-2039	248	8	of	of	ADP
ca-2039	248	9	the	the	DET
ca-2039	248	10	maps	map	NOUN
ca-2039	248	11	was	be	AUX
ca-2039	248	12	tied	tie	VERB
ca-2039	248	13	to	to	ADP
ca-2039	248	14	digital	digital	PROPN
ca-2039	248	15	code	code	PROPN
ca-2039	248	16	’s	’s	PART
ca-2039	248	17	ability	ability	NOUN
ca-2039	248	18	to	to	PART
ca-2039	248	19	visualize	visualize	VERB
ca-2039	248	20	a	a	DET
ca-2039	248	21	situation	situation	NOUN
ca-2039	248	22	quickly	quickly	ADV
ca-2039	248	23	.	.	PUNCT
ca-2039	249	1	digital	digital	ADJ
ca-2039	249	2	technologies	technology	NOUN
ca-2039	249	3	’	'	PUNCT
ca-2039	249	4	speed	speed	NOUN
ca-2039	249	5	was	be	AUX
ca-2039	249	6	not	not	PART
ca-2039	249	7	always	always	ADV
ca-2039	249	8	a	a	DET
ca-2039	249	9	positive	positive	ADJ
ca-2039	249	10	attribute	attribute	NOUN
ca-2039	249	11	for	for	ADP
ca-2039	249	12	settlement	settlement	NOUN
ca-2039	249	13	residents	resident	NOUN
ca-2039	249	14	,	,	PUNCT
ca-2039	249	15	however	however	ADV
ca-2039	249	16	;	;	PUNCT
ca-2039	249	17	in	in	ADP
ca-2039	249	18	fact	fact	NOUN
ca-2039	249	19	,	,	PUNCT
ca-2039	249	20	it	it	PRON
ca-2039	249	21	often	often	ADV
ca-2039	249	22	generated	generate	VERB
ca-2039	249	23	new	new	ADJ
ca-2039	249	24	fears	fear	NOUN
ca-2039	249	25	about	about	ADP
ca-2039	249	26	potentially	potentially	ADV
ca-2039	249	27	being	be	AUX
ca-2039	249	28	left	leave	VERB
ca-2039	249	29	behind	behind	ADV
ca-2039	249	30	.	.	PUNCT
ca-2039	250	1	“	"	PUNCT
ca-2039	250	2	it	it	PRON
ca-2039	250	3	’s	’	VERB
ca-2039	250	4	high	high	ADJ
ca-2039	250	5	time	time	NOUN
ca-2039	250	6	we	we	PRON
ca-2039	250	7	take	take	VERB
ca-2039	250	8	advantage	advantage	NOUN
ca-2039	250	9	of	of	ADP
ca-2039	250	10	[	[	X
ca-2039	250	11	the	the	DET
ca-2039	250	12	fact	fact	NOUN
ca-2039	250	13	that	that	SCONJ
ca-2039	250	14	much	much	ADJ
ca-2039	250	15	of	of	ADP
ca-2039	250	16	the	the	DET
ca-2039	250	17	world	world	NOUN
ca-2039	250	18	is	be	AUX
ca-2039	250	19	not	not	PART
ca-2039	250	20	mapped	map	VERB
ca-2039	250	21	]	]	PUNCT
ca-2039	250	22	,	,	PUNCT
ca-2039	250	23	”	"	PUNCT
ca-2039	250	24	ronald	ronald	NOUN
ca-2039	250	25	,	,	PUNCT
ca-2039	250	26	one	one	NUM
ca-2039	250	27	of	of	ADP
ca-2039	250	28	the	the	DET
ca-2039	250	29	most	most	ADV
ca-2039	250	30	technically	technically	ADV
ca-2039	250	31	proficient	proficient	ADJ
ca-2039	250	32	mappers	mapper	NOUN
ca-2039	250	33	of	of	ADP
ca-2039	250	34	the	the	DET
ca-2039	250	35	group	group	NOUN
ca-2039	250	36	,	,	PUNCT
ca-2039	250	37	relayed	relay	VERB
ca-2039	250	38	to	to	ADP
ca-2039	250	39	me	i	PRON
ca-2039	250	40	,	,	PUNCT
ca-2039	250	41	with	with	ADP
ca-2039	250	42	a	a	DET
ca-2039	250	43	sense	sense	NOUN
ca-2039	250	44	of	of	ADP
ca-2039	250	45	urgency	urgency	NOUN
ca-2039	250	46	in	in	ADP
ca-2039	250	47	his	his	PRON
ca-2039	250	48	voice	voice	NOUN
ca-2039	250	49	.	.	PUNCT
ca-2039	251	1	“	"	PUNCT
ca-2039	251	2	we	we	PRON
ca-2039	251	3	are	be	AUX
ca-2039	251	4	the	the	DET
ca-2039	251	5	pioneers	pioneer	NOUN
ca-2039	251	6	of	of	ADP
ca-2039	251	7	[	[	X
ca-2039	251	8	digital	digital	ADJ
ca-2039	251	9	mapping	mapping	NOUN
ca-2039	251	10	]	]	PUNCT
ca-2039	251	11	.	.	PUNCT
ca-2039	252	1	and	and	CCONJ
ca-2039	252	2	we	we	PRON
ca-2039	252	3	should	should	AUX
ca-2039	252	4	grab	grab	VERB
ca-2039	252	5	that	that	DET
ca-2039	252	6	opportunity	opportunity	NOUN
ca-2039	252	7	to	to	PART
ca-2039	252	8	be	be	AUX
ca-2039	252	9	recognized	recognize	VERB
ca-2039	252	10	.	.	PUNCT
ca-2039	253	1	we	we	PRON
ca-2039	253	2	should	should	AUX
ca-2039	253	3	expect	expect	VERB
ca-2039	253	4	competition	competition	NOUN
ca-2039	253	5	from	from	ADP
ca-2039	253	6	organizations	organization	NOUN
ca-2039	253	7	like	like	ADP
ca-2039	253	8	google	google	NOUN
ca-2039	253	9	.	.	PUNCT
ca-2039	254	1	google	google	PROPN
ca-2039	254	2	are	be	AUX
ca-2039	254	3	coming	come	VERB
ca-2039	254	4	in	in	ADV
ca-2039	254	5	.	.	PUNCT
ca-2039	255	1	if	if	SCONJ
ca-2039	255	2	we	we	PRON
ca-2039	255	3	are	be	AUX
ca-2039	255	4	not	not	PART
ca-2039	255	5	creative	creative	ADJ
ca-2039	255	6	,	,	PUNCT
ca-2039	255	7	we	we	PRON
ca-2039	255	8	will	will	AUX
ca-2039	255	9	be	be	AUX
ca-2039	255	10	locked	lock	VERB
ca-2039	255	11	out	out	ADP
ca-2039	255	12	of	of	ADP
ca-2039	255	13	all	all	DET
ca-2039	255	14	these	these	DET
ca-2039	255	15	things	thing	NOUN
ca-2039	255	16	,	,	PUNCT
ca-2039	255	17	and	and	CCONJ
ca-2039	255	18	our	our	PRON
ca-2039	255	19	idea	idea	NOUN
ca-2039	255	20	will	will	AUX
ca-2039	255	21	be	be	AUX
ca-2039	255	22	stolen	steal	VERB
ca-2039	255	23	,	,	PUNCT
ca-2039	255	24	”	"	PUNCT
ca-2039	255	25	he	he	PRON
ca-2039	255	26	continued	continue	VERB
ca-2039	255	27	,	,	PUNCT
ca-2039	255	28	gesturing	gesture	VERB
ca-2039	255	29	to	to	ADP
ca-2039	255	30	the	the	DET
ca-2039	255	31	narrow	narrow	ADJ
ca-2039	255	32	window	window	NOUN
ca-2039	255	33	of	of	ADP
ca-2039	255	34	time	time	NOUN
ca-2039	255	35	they	they	PRON
ca-2039	255	36	had	have	VERB
ca-2039	255	37	before	before	SCONJ
ca-2039	255	38	their	their	PRON
ca-2039	255	39	own	own	ADJ
ca-2039	255	40	talents	talent	NOUN
ca-2039	255	41	would	would	AUX
ca-2039	255	42	be	be	AUX
ca-2039	255	43	eclipsed	eclipse	VERB
ca-2039	255	44	by	by	ADP
ca-2039	255	45	outsiders	outsider	NOUN
ca-2039	255	46	with	with	ADP
ca-2039	255	47	more	more	ADV
ca-2039	255	48	established	establish	VERB
ca-2039	255	49	credibility	credibility	NOUN
ca-2039	255	50	.	.	PUNCT
ca-2039	256	1	one	one	NUM
ca-2039	256	2	day	day	NOUN
ca-2039	256	3	,	,	PUNCT
ca-2039	256	4	frustrated	frustrate	VERB
ca-2039	256	5	,	,	PUNCT
ca-2039	256	6	njoroge	njoroge	NOUN
ca-2039	256	7	told	tell	VERB
ca-2039	256	8	me	i	PRON
ca-2039	256	9	that	that	SCONJ
ca-2039	256	10	usaid	usaid	PROPN
ca-2039	256	11	had	have	AUX
ca-2039	256	12	recently	recently	ADV
ca-2039	256	13	initiated	initiate	VERB
ca-2039	256	14	a	a	DET
ca-2039	256	15	digital	digital	ADJ
ca-2039	256	16	mapping	mapping	NOUN
ca-2039	256	17	project	project	NOUN
ca-2039	256	18	in	in	ADP
ca-2039	256	19	muhimu	muhimu	PROPN
ca-2039	256	20	.	.	PUNCT
ca-2039	257	1	they	they	PRON
ca-2039	257	2	wanted	want	VERB
ca-2039	257	3	geospatial	geospatial	ADJ
ca-2039	257	4	experts	expert	NOUN
ca-2039	257	5	to	to	PART
ca-2039	257	6	mark	mark	VERB
ca-2039	257	7	properties	property	NOUN
ca-2039	257	8	where	where	SCONJ
ca-2039	257	9	they	they	PRON
ca-2039	257	10	were	be	AUX
ca-2039	257	11	planning	plan	VERB
ca-2039	257	12	to	to	PART
ca-2039	257	13	establish	establish	VERB
ca-2039	257	14	voluntary	voluntary	ADJ
ca-2039	257	15	counseling	counseling	NOUN
ca-2039	257	16	and	and	CCONJ
ca-2039	257	17	testing	testing	NOUN
ca-2039	257	18	clinics	clinic	NOUN
ca-2039	257	19	,	,	PUNCT
ca-2039	257	20	part	part	NOUN
ca-2039	257	21	of	of	ADP
ca-2039	257	22	a	a	DET
ca-2039	257	23	larger	large	ADJ
ca-2039	257	24	project	project	NOUN
ca-2039	257	25	to	to	PART
ca-2039	257	26	combat	combat	VERB
ca-2039	257	27	hiv	hiv	PROPN
ca-2039	257	28	.	.	PUNCT
ca-2039	258	1	previously	previously	ADV
ca-2039	258	2	,	,	PUNCT
ca-2039	258	3	usaid	usaid	PROPN
ca-2039	258	4	had	have	AUX
ca-2039	258	5	funded	fund	VERB
ca-2039	258	6	mmp	mmp	PROPN
ca-2039	258	7	’s	’s	PART
ca-2039	258	8	technical	technical	ADJ
ca-2039	258	9	training	training	NOUN
ca-2039	258	10	,	,	PUNCT
ca-2039	258	11	but	but	CCONJ
ca-2039	258	12	they	they	PRON
ca-2039	258	13	did	do	AUX
ca-2039	258	14	not	not	PART
ca-2039	258	15	approach	approach	VERB
ca-2039	258	16	any	any	PRON
ca-2039	258	17	of	of	ADP
ca-2039	258	18	muhimu	muhimu	PROPN
ca-2039	258	19	’s	’s	PART
ca-2039	258	20	residents	resident	NOUN
ca-2039	258	21	about	about	ADP
ca-2039	258	22	the	the	DET
ca-2039	258	23	mapping	mapping	NOUN
ca-2039	258	24	project	project	NOUN
ca-2039	258	25	.	.	PUNCT
ca-2039	259	1	“	"	PUNCT
ca-2039	259	2	if	if	SCONJ
ca-2039	259	3	we	we	PRON
ca-2039	259	4	were	be	AUX
ca-2039	259	5	working	work	VERB
ca-2039	259	6	in	in	ADP
ca-2039	259	7	partnership	partnership	NOUN
ca-2039	259	8	with	with	ADP
ca-2039	259	9	them	they	PRON
ca-2039	259	10	,	,	PUNCT
ca-2039	259	11	”	"	PUNCT
ca-2039	259	12	njoroge	njoroge	NOUN
ca-2039	259	13	lamented	lament	VERB
ca-2039	259	14	,	,	PUNCT
ca-2039	259	15	“	"	PUNCT
ca-2039	259	16	we	we	PRON
ca-2039	259	17	could	could	AUX
ca-2039	259	18	easily	easily	ADV
ca-2039	259	19	have	have	AUX
ca-2039	259	20	done	do	VERB
ca-2039	259	21	the	the	DET
ca-2039	259	22	mapping	mapping	NOUN
ca-2039	259	23	of	of	ADP
ca-2039	259	24	the	the	DET
ca-2039	259	25	houses	house	NOUN
ca-2039	259	26	for	for	ADP
ca-2039	259	27	them	they	PRON
ca-2039	259	28	in	in	ADP
ca-2039	259	29	a	a	DET
ca-2039	259	30	very	very	ADV
ca-2039	259	31	professional	professional	ADJ
ca-2039	259	32	and	and	CCONJ
ca-2039	259	33	a	a	DET
ca-2039	259	34	very	very	ADV
ca-2039	259	35	good	good	ADJ
ca-2039	259	36	way	way	NOUN
ca-2039	259	37	.	.	PUNCT
ca-2039	259	38	”	"	PUNCT
ca-2039	260	1	the	the	DET
ca-2039	260	2	problem	problem	NOUN
ca-2039	260	3	he	he	PRON
ca-2039	260	4	identified	identify	VERB
ca-2039	260	5	was	be	AUX
ca-2039	260	6	that	that	SCONJ
ca-2039	260	7	,	,	PUNCT
ca-2039	260	8	despite	despite	SCONJ
ca-2039	260	9	their	their	PRON
ca-2039	260	10	technical	technical	ADJ
ca-2039	260	11	expertise	expertise	NOUN
ca-2039	260	12	and	and	CCONJ
ca-2039	260	13	cultural	cultural	ADJ
ca-2039	260	14	familiarity	familiarity	NOUN
ca-2039	260	15	with	with	ADP
ca-2039	260	16	the	the	DET
ca-2039	260	17	area	area	NOUN
ca-2039	260	18	,	,	PUNCT
ca-2039	260	19	usaid	usaid	PROPN
ca-2039	260	20	failed	fail	VERB
ca-2039	260	21	to	to	PART
ca-2039	260	22	take	take	VERB
ca-2039	260	23	the	the	DET
ca-2039	260	24	mappers	mapper	NOUN
ca-2039	260	25	seriously	seriously	ADV
ca-2039	260	26	.	.	PUNCT
ca-2039	261	1	ronald	ronald	PROPN
ca-2039	261	2	and	and	CCONJ
ca-2039	261	3	his	his	PRON
ca-2039	261	4	peers	peer	NOUN
ca-2039	261	5	had	have	AUX
ca-2039	261	6	already	already	ADV
ca-2039	261	7	experienced	experience	VERB
ca-2039	261	8	such	such	ADJ
ca-2039	261	9	competition	competition	NOUN
ca-2039	261	10	firsthand	firsthand	ADV
ca-2039	261	11	.	.	PUNCT
ca-2039	262	1	an	an	DET
ca-2039	262	2	established	establish	VERB
ca-2039	262	3	muhimu	muhimu	NOUN
ca-2039	262	4	community	community	NOUN
ca-2039	262	5	organization	organization	NOUN
ca-2039	262	6	was	be	AUX
ca-2039	262	7	“	"	PUNCT
ca-2039	262	8	hijacking	hijack	VERB
ca-2039	262	9	[	[	X
ca-2039	262	10	their	their	PRON
ca-2039	262	11	]	]	X
ca-2039	262	12	idea	idea	NOUN
ca-2039	262	13	,	,	PUNCT
ca-2039	262	14	”	"	PUNCT
ca-2039	262	15	ronald	ronald	PROPN
ca-2039	262	16	told	tell	VERB
ca-2039	262	17	me	i	PRON
ca-2039	262	18	.	.	PUNCT
ca-2039	263	1	rather	rather	ADV
ca-2039	263	2	than	than	SCONJ
ca-2039	263	3	involve	involve	VERB
ca-2039	263	4	the	the	DET
ca-2039	263	5	mappers	mapper	NOUN
ca-2039	263	6	in	in	ADP
ca-2039	263	7	their	their	PRON
ca-2039	263	8	work	work	NOUN
ca-2039	263	9	,	,	PUNCT
ca-2039	263	10	they	they	PRON
ca-2039	263	11	hired	hire	VERB
ca-2039	263	12	two	two	NUM
ca-2039	263	13	people	people	NOUN
ca-2039	263	14	from	from	ADP
ca-2039	263	15	kenya	kenya	PROPN
ca-2039	263	16	polytechnic	polytechnic	PROPN
ca-2039	263	17	,	,	PUNCT
ca-2039	263	18	a	a	DET
ca-2039	263	19	local	local	ADJ
ca-2039	263	20	university	university	NOUN
ca-2039	263	21	,	,	PUNCT
ca-2039	263	22	“	"	PUNCT
ca-2039	263	23	to	to	PART
ca-2039	263	24	do	do	VERB
ca-2039	263	25	the	the	DET
ca-2039	263	26	gis	gis	NOUN
ca-2039	263	27	.	.	PUNCT
ca-2039	264	1	soon	soon	ADV
ca-2039	264	2	they	they	PRON
ca-2039	264	3	will	will	AUX
ca-2039	264	4	be	be	AUX
ca-2039	264	5	producing	produce	VERB
ca-2039	264	6	their	their	PRON
ca-2039	264	7	own	own	ADJ
ca-2039	264	8	maps	map	NOUN
ca-2039	264	9	with	with	ADP
ca-2039	264	10	a	a	DET
ca-2039	264	11	platform	platform	NOUN
ca-2039	264	12	,	,	PUNCT
ca-2039	264	13	”	"	PUNCT
ca-2039	264	14	ronald	ronald	PROPN
ca-2039	264	15	bemoaned	bemoan	VERB
ca-2039	264	16	.	.	PUNCT
ca-2039	265	1	he	he	PRON
ca-2039	265	2	started	start	VERB
ca-2039	265	3	rattling	rattle	VERB
ca-2039	265	4	off	off	ADP
ca-2039	265	5	ideas	idea	NOUN
ca-2039	265	6	for	for	ADP
ca-2039	265	7	new	new	ADJ
ca-2039	265	8	platforms	platform	NOUN
ca-2039	265	9	,	,	PUNCT
ca-2039	265	10	one	one	NUM
ca-2039	265	11	of	of	ADP
ca-2039	265	12	which	which	PRON
ca-2039	265	13	involved	involve	VERB
ca-2039	265	14	tracking	track	VERB
ca-2039	265	15	vulnerable	vulnerable	ADJ
ca-2039	265	16	children	child	NOUN
ca-2039	265	17	in	in	ADP
ca-2039	265	18	the	the	DET
ca-2039	265	19	neighborhood	neighborhood	NOUN
ca-2039	265	20	.	.	PUNCT
ca-2039	266	1	“	"	PUNCT
ca-2039	266	2	it	it	PRON
ca-2039	266	3	’s	’	VERB
ca-2039	266	4	a	a	DET
ca-2039	266	5	high	high	ADJ
ca-2039	266	6	time	time	NOUN
ca-2039	266	7	we	we	PRON
ca-2039	266	8	start	start	VERB
ca-2039	266	9	embracing	embrace	VERB
ca-2039	266	10	other	other	ADJ
ca-2039	266	11	new	new	ADJ
ca-2039	266	12	technologies	technology	NOUN
ca-2039	266	13	,	,	PUNCT
ca-2039	266	14	”	"	PUNCT
ca-2039	266	15	he	he	PRON
ca-2039	266	16	said	say	VERB
ca-2039	266	17	,	,	PUNCT
ca-2039	266	18	gesturing	gesture	VERB
ca-2039	266	19	to	to	ADP
ca-2039	266	20	one	one	NUM
ca-2039	266	21	of	of	ADP
ca-2039	266	22	the	the	DET
ca-2039	266	23	ways	way	NOUN
ca-2039	266	24	the	the	DET
ca-2039	266	25	mappers	mapper	NOUN
ca-2039	266	26	could	could	AUX
ca-2039	266	27	respond	respond	VERB
ca-2039	266	28	to	to	ADP
ca-2039	266	29	the	the	DET
ca-2039	266	30	competition	competition	NOUN
ca-2039	266	31	.	.	PUNCT
ca-2039	267	1	here	here	ADV
ca-2039	267	2	,	,	PUNCT
ca-2039	267	3	ronald	ronald	PROPN
ca-2039	267	4	revealed	reveal	VERB
ca-2039	267	5	the	the	DET
ca-2039	267	6	uneven	uneven	ADJ
ca-2039	267	7	geography	geography	NOUN
ca-2039	267	8	of	of	ADP
ca-2039	267	9	power	power	NOUN
ca-2039	267	10	in	in	ADP
ca-2039	267	11	which	which	PRON
ca-2039	267	12	the	the	DET
ca-2039	267	13	digital	digital	ADJ
ca-2039	267	14	maps	map	NOUN
ca-2039	267	15	circulated	circulate	VERB
ca-2039	267	16	.	.	PUNCT
ca-2039	268	1	rather	rather	ADV
ca-2039	268	2	than	than	ADP
ca-2039	268	3	evening	even	VERB
ca-2039	268	4	out	out	ADP
ca-2039	268	5	the	the	DET
ca-2039	268	6	technological	technological	ADJ
ca-2039	268	7	terrain	terrain	NOUN
ca-2039	268	8	,	,	PUNCT
ca-2039	268	9	mappers	mapper	NOUN
ca-2039	268	10	’	'	PUNCT
ca-2039	268	11	sociotechnical	sociotechnical	ADJ
ca-2039	268	12	work	work	NOUN
ca-2039	268	13	created	create	VERB
ca-2039	268	14	a	a	DET
ca-2039	268	15	pervasive	pervasive	ADJ
ca-2039	268	16	sense	sense	NOUN
ca-2039	268	17	of	of	ADP
ca-2039	268	18	disquiet	disquiet	NOUN
ca-2039	268	19	as	as	SCONJ
ca-2039	268	20	they	they	PRON
ca-2039	268	21	realized	realize	VERB
ca-2039	268	22	that	that	SCONJ
ca-2039	268	23	their	their	PRON
ca-2039	268	24	technical	technical	ADJ
ca-2039	268	25	capabilities	capability	NOUN
ca-2039	268	26	and	and	CCONJ
ca-2039	268	27	the	the	DET
ca-2039	268	28	information	information	NOUN
ca-2039	268	29	they	they	PRON
ca-2039	268	30	collected	collect	VERB
ca-2039	268	31	was	be	AUX
ca-2039	268	32	far	far	ADV
ca-2039	268	33	from	from	ADP
ca-2039	268	34	enough	enough	ADJ
ca-2039	268	35	to	to	PART
ca-2039	268	36	secure	secure	VERB
ca-2039	268	37	their	their	PRON
ca-2039	268	38	future	future	NOUN
ca-2039	268	39	.	.	PUNCT
ca-2039	269	1	digital	digital	ADJ
ca-2039	269	2	maps	map	NOUN
ca-2039	269	3	’	'	PUNCT
ca-2039	269	4	material	material	NOUN
ca-2039	269	5	capacity	capacity	NOUN
ca-2039	269	6	for	for	ADP
ca-2039	269	7	speed	speed	NOUN
ca-2039	269	8	gestured	gesture	VERB
ca-2039	269	9	to	to	ADP
ca-2039	269	10	the	the	DET
ca-2039	269	11	broader	broad	ADJ
ca-2039	269	12	temporality	temporality	NOUN
ca-2039	269	13	of	of	ADP
ca-2039	269	14	development	development	NOUN
ca-2039	269	15	itself	itself	PRON
ca-2039	269	16	,	,	PUNCT
ca-2039	269	17	and	and	CCONJ
ca-2039	269	18	of	of	ADP
ca-2039	269	19	vision	vision	NOUN
ca-2039	270	1	2030	2030	NUM
ca-2039	270	2	’s	’s	PART
ca-2039	270	3	ambitious	ambitious	ADJ
ca-2039	270	4	goals	goal	NOUN
ca-2039	270	5	.	.	PUNCT
ca-2039	271	1	for	for	ADP
ca-2039	271	2	settlement	settlement	NOUN
ca-2039	271	3	residents	resident	NOUN
ca-2039	271	4	,	,	PUNCT
ca-2039	271	5	the	the	DET
ca-2039	271	6	gleaming	gleam	VERB
ca-2039	271	7	surfaces	surface	NOUN
ca-2039	271	8	of	of	ADP
ca-2039	271	9	high	high	ADJ
ca-2039	271	10	-	-	PUNCT
ca-2039	271	11	rise	rise	NOUN
ca-2039	271	12	luxury	luxury	NOUN
ca-2039	271	13	apartments	apartment	NOUN
ca-2039	271	14	being	be	AUX
ca-2039	271	15	erected	erect	VERB
ca-2039	271	16	all	all	ADV
ca-2039	271	17	over	over	ADP
ca-2039	271	18	town	town	NOUN
ca-2039	271	19	,	,	PUNCT
ca-2039	271	20	and	and	CCONJ
ca-2039	271	21	the	the	DET
ca-2039	271	22	expansive	expansive	ADJ
ca-2039	271	23	highways	highway	NOUN
ca-2039	271	24	—	—	PUNCT
ca-2039	271	25	sturdy	sturdy	ADJ
ca-2039	271	26	monuments	monument	NOUN
ca-2039	271	27	to	to	PART
ca-2039	271	28	progress	progress	VERB
ca-2039	271	29	built	build	VERB
ca-2039	271	30	at	at	ADP
ca-2039	271	31	breakneck	breakneck	NOUN
ca-2039	271	32	speed	speed	NOUN
ca-2039	271	33	by	by	ADP
ca-2039	271	34	chinese	chinese	ADJ
ca-2039	271	35	and	and	CCONJ
ca-2039	271	36	japanese	japanese	ADJ
ca-2039	271	37	contractors	contractor	NOUN
ca-2039	271	38	—	—	PUNCT
ca-2039	271	39	signaled	signal	VERB
ca-2039	271	40	both	both	CCONJ
ca-2039	271	41	the	the	DET
ca-2039	271	42	abstract	abstract	ADJ
ca-2039	271	43	promise	promise	NOUN
ca-2039	271	44	of	of	ADP
ca-2039	271	45	a	a	DET
ca-2039	271	46	grander	grand	ADJ
ca-2039	271	47	future	future	NOUN
ca-2039	271	48	and	and	CCONJ
ca-2039	271	49	the	the	DET
ca-2039	271	50	terrifying	terrifying	ADJ
ca-2039	271	51	threat	threat	NOUN
ca-2039	271	52	of	of	ADP
ca-2039	271	53	impending	impending	ADJ
ca-2039	271	54	physical	physical	ADJ
ca-2039	271	55	eviction	eviction	NOUN
ca-2039	271	56	,	,	PUNCT
ca-2039	271	57	in	in	ADP
ca-2039	271	58	which	which	PRON
ca-2039	271	59	racing	race	VERB
ca-2039	271	60	ahead	ahead	ADV
ca-2039	271	61	always	always	ADV
ca-2039	271	62	also	also	ADV
ca-2039	271	63	implied	imply	VERB
ca-2039	271	64	leaving	leave	VERB
ca-2039	271	65	something	something	PRON
ca-2039	271	66	,	,	PUNCT
ca-2039	271	67	or	or	CCONJ
ca-2039	271	68	someone	someone	PRON
ca-2039	271	69	,	,	PUNCT
ca-2039	271	70	behind	behind	ADV
ca-2039	271	71	.	.	PUNCT
ca-2039	272	1	while	while	SCONJ
ca-2039	272	2	nairobi	nairobi	PROPN
ca-2039	272	3	’s	’s	PART
ca-2039	272	4	ict4d	ict4d	ADJ
ca-2039	272	5	advocates	advocate	NOUN
ca-2039	272	6	championed	champion	VERB
ca-2039	272	7	digital	digital	ADJ
ca-2039	272	8	maps	map	NOUN
ca-2039	272	9	in	in	ADP
ca-2039	272	10	part	part	NOUN
ca-2039	272	11	because	because	SCONJ
ca-2039	272	12	of	of	ADP
ca-2039	272	13	their	their	PRON
ca-2039	272	14	association	association	NOUN
ca-2039	272	15	with	with	ADP
ca-2039	272	16	an	an	DET
ca-2039	272	17	apolitical	apolitical	ADJ
ca-2039	272	18	world	world	NOUN
ca-2039	272	19	of	of	ADP
ca-2039	272	20	numbers	number	NOUN
ca-2039	272	21	and	and	CCONJ
ca-2039	272	22	code	code	NOUN
ca-2039	272	23	,	,	PUNCT
ca-2039	272	24	ronald	ronald	PROPN
ca-2039	272	25	’s	’s	PART
ca-2039	272	26	comments	comment	NOUN
ca-2039	272	27	show	show	VERB
ca-2039	272	28	how	how	SCONJ
ca-2039	272	29	establishing	establish	VERB
ca-2039	272	30	transparency	transparency	NOUN
ca-2039	272	31	was	be	AUX
ca-2039	272	32	a	a	DET
ca-2039	272	33	profoundly	profoundly	ADV
ca-2039	272	34	political	political	ADJ
ca-2039	272	35	activity	activity	NOUN
ca-2039	272	36	.	.	PUNCT
ca-2039	273	1	at	at	ADP
ca-2039	273	2	its	its	PRON
ca-2039	273	3	heart	heart	NOUN
ca-2039	273	4	was	be	AUX
ca-2039	273	5	a	a	DET
ca-2039	273	6	struggle	struggle	NOUN
ca-2039	273	7	over	over	ADP
ca-2039	273	8	not	not	PART
ca-2039	273	9	merely	merely	ADV
ca-2039	273	10	how	how	SCONJ
ca-2039	273	11	the	the	DET
ca-2039	273	12	neighborhood	neighborhood	NOUN
ca-2039	273	13	would	would	AUX
ca-2039	273	14	be	be	AUX
ca-2039	273	15	represented	represent	VERB
ca-2039	273	16	,	,	PUNCT
ca-2039	273	17	but	but	CCONJ
ca-2039	273	18	also	also	ADV
ca-2039	273	19	over	over	ADP
ca-2039	273	20	who	who	PRON
ca-2039	273	21	would	would	AUX
ca-2039	273	22	have	have	VERB
ca-2039	273	23	the	the	DET
ca-2039	273	24	opportunity	opportunity	NOUN
ca-2039	273	25	to	to	PART
ca-2039	273	26	make	make	VERB
ca-2039	273	27	the	the	DET
ca-2039	273	28	neighborhood	neighborhood	NOUN
ca-2039	273	29	visible	visible	ADJ
ca-2039	273	30	.	.	PUNCT
ca-2039	274	1	these	these	DET
ca-2039	274	2	moments	moment	NOUN
ca-2039	274	3	of	of	ADP
ca-2039	274	4	tension	tension	NOUN
ca-2039	274	5	highlight	highlight	VERB
ca-2039	274	6	the	the	DET
ca-2039	274	7	degree	degree	NOUN
ca-2039	274	8	to	to	PART
ca-2039	274	9	which	which	PRON
ca-2039	274	10	mappers	mapper	NOUN
ca-2039	274	11	’	'	PUNCT
ca-2039	274	12	subject	subject	ADJ
ca-2039	274	13	positions	position	NOUN
ca-2039	274	14	informed	inform	VERB
ca-2039	274	15	both	both	CCONJ
ca-2039	274	16	how	how	SCONJ
ca-2039	274	17	they	they	PRON
ca-2039	274	18	strategically	strategically	ADV
ca-2039	274	19	mobilized	mobilize	VERB
ca-2039	274	20	the	the	DET
ca-2039	274	21	technologies	technology	NOUN
ca-2039	274	22	and	and	CCONJ
ca-2039	274	23	,	,	PUNCT
ca-2039	274	24	just	just	ADV
ca-2039	274	25	as	as	ADP
ca-2039	274	26	crucially	crucially	ADV
ca-2039	274	27	,	,	PUNCT
ca-2039	274	28	how	how	SCONJ
ca-2039	274	29	the	the	DET
ca-2039	274	30	technologies	technology	NOUN
ca-2039	274	31	shaped	shape	VERB
ca-2039	274	32	them	they	PRON
ca-2039	274	33	,	,	PUNCT
ca-2039	274	34	invigorating	invigorate	VERB
ca-2039	274	35	them	they	PRON
ca-2039	274	36	with	with	ADP
ca-2039	274	37	both	both	CCONJ
ca-2039	274	38	exciting	exciting	ADJ
ca-2039	274	39	new	new	ADJ
ca-2039	274	40	dreams	dream	NOUN
ca-2039	274	41	and	and	CCONJ
ca-2039	274	42	nerve	nerve	NOUN
ca-2039	274	43	-	-	PUNCT
ca-2039	274	44	wracking	wrack	VERB
ca-2039	274	45	nightmares	nightmare	NOUN
ca-2039	274	46	.	.	PUNCT
ca-2039	275	1	conclusion	conclusion	NOUN
ca-2039	275	2	:	:	PUNCT
ca-2039	275	3	seeing	see	VERB
ca-2039	275	4	(	(	PUNCT
ca-2039	275	5	from	from	ADP
ca-2039	275	6	)	)	PUNCT
ca-2039	275	7	digital	digital	ADJ
ca-2039	275	8	peripheries	periphery	NOUN
ca-2039	275	9	technology	technology	NOUN
ca-2039	275	10	in	in	ADP
ca-2039	275	11	its	its	PRON
ca-2039	275	12	many	many	ADJ
ca-2039	275	13	guises	guise	NOUN
ca-2039	275	14	has	have	AUX
ca-2039	275	15	long	long	ADV
ca-2039	275	16	been	be	AUX
ca-2039	275	17	touted	tout	VERB
ca-2039	275	18	as	as	ADP
ca-2039	275	19	part	part	NOUN
ca-2039	275	20	of	of	ADP
ca-2039	275	21	the	the	DET
ca-2039	275	22	solution	solution	NOUN
ca-2039	275	23	to	to	ADP
ca-2039	275	24	africa	africa	PROPN
ca-2039	275	25	’s	’s	PART
ca-2039	275	26	problem	problem	NOUN
ca-2039	275	27	of	of	ADP
ca-2039	275	28	so	so	ADV
ca-2039	275	29	-	-	PUNCT
ca-2039	275	30	called	call	VERB
ca-2039	275	31	underdevelopment	underdevelopment	NOUN
ca-2039	275	32	.	.	PUNCT
ca-2039	276	1	the	the	DET
ca-2039	276	2	moralizing	moralizing	ADJ
ca-2039	276	3	missions	mission	NOUN
ca-2039	276	4	of	of	ADP
ca-2039	276	5	the	the	DET
ca-2039	276	6	colonial	colonial	ADJ
ca-2039	276	7	era	era	NOUN
ca-2039	276	8	,	,	PUNCT
ca-2039	276	9	for	for	ADP
ca-2039	276	10	example	example	NOUN
ca-2039	276	11	,	,	PUNCT
ca-2039	276	12	figured	figure	VERB
ca-2039	276	13	africans	africans	PROPN
ca-2039	276	14	as	as	ADP
ca-2039	276	15	peoples	people	NOUN
ca-2039	276	16	whose	whose	DET
ca-2039	276	17	dangerous	dangerous	ADJ
ca-2039	276	18	proximity	proximity	NOUN
ca-2039	276	19	to	to	ADP
ca-2039	276	20	nature	nature	NOUN
ca-2039	276	21	could	could	AUX
ca-2039	276	22	be	be	AUX
ca-2039	276	23	radically	radically	ADV
ca-2039	276	24	transformed	transform	VERB
ca-2039	276	25	through	through	ADP
ca-2039	276	26	the	the	DET
ca-2039	276	27	technological	technological	ADJ
ca-2039	276	28	advances	advance	NOUN
ca-2039	276	29	of	of	ADP
ca-2039	276	30	the	the	DET
ca-2039	276	31	modern	modern	ADJ
ca-2039	276	32	world	world	NOUN
ca-2039	276	33	;	;	PUNCT
ca-2039	276	34	the	the	DET
ca-2039	276	35	(	(	PUNCT
ca-2039	276	36	religious	religious	ADJ
ca-2039	276	37	)	)	PUNCT
ca-2039	276	38	book	book	NOUN
ca-2039	276	39	and	and	CCONJ
ca-2039	276	40	the	the	DET
ca-2039	276	41	map	map	NOUN
ca-2039	276	42	became	become	VERB
ca-2039	276	43	crucial	crucial	ADJ
ca-2039	276	44	elements	element	NOUN
ca-2039	276	45	for	for	ADP
ca-2039	276	46	effecting	effect	VERB
ca-2039	276	47	such	such	ADJ
ca-2039	276	48	changes	change	NOUN
ca-2039	276	49	.	.	PUNCT
ca-2039	277	1	electric	electric	ADJ
ca-2039	277	2	lights	light	NOUN
ca-2039	277	3	and	and	CCONJ
ca-2039	277	4	roads	road	NOUN
ca-2039	277	5	,	,	PUNCT
ca-2039	277	6	water	water	NOUN
ca-2039	277	7	taps	tap	NOUN
ca-2039	277	8	and	and	CCONJ
ca-2039	277	9	bridges	bridge	NOUN
ca-2039	277	10	expressed	express	VERB
ca-2039	277	11	the	the	DET
ca-2039	277	12	contradictions	contradiction	NOUN
ca-2039	277	13	of	of	ADP
ca-2039	277	14	colonial	colonial	ADJ
ca-2039	277	15	governance	governance	NOUN
ca-2039	277	16	in	in	ADP
ca-2039	277	17	their	their	PRON
ca-2039	277	18	very	very	ADJ
ca-2039	277	19	materiality	materiality	NOUN
ca-2039	277	20	;	;	PUNCT
ca-2039	277	21	these	these	DET
ca-2039	277	22	technologies	technology	NOUN
ca-2039	277	23	’	'	PUNCT
ca-2039	277	24	conspicuous	conspicuous	ADJ
ca-2039	277	25	presence	presence	NOUN
ca-2039	277	26	in	in	ADP
ca-2039	277	27	(	(	PUNCT
ca-2039	277	28	some	some	PRON
ca-2039	277	29	)	)	PUNCT
ca-2039	277	30	africans	africans	PROPN
ca-2039	277	31	’	'	PUNCT
ca-2039	277	32	everyday	everyday	ADJ
ca-2039	277	33	lives	life	NOUN
ca-2039	277	34	communicated	communicate	VERB
ca-2039	277	35	both	both	CCONJ
ca-2039	277	36	the	the	DET
ca-2039	277	37	accessibility	accessibility	NOUN
ca-2039	277	38	of	of	ADP
ca-2039	277	39	modernity	modernity	NOUN
ca-2039	277	40	and	and	CCONJ
ca-2039	277	41	the	the	DET
ca-2039	277	42	political	political	ADJ
ca-2039	277	43	costs	cost	NOUN
ca-2039	277	44	that	that	PRON
ca-2039	277	45	accompanied	accompany	VERB
ca-2039	277	46	it	it	PRON
ca-2039	277	47	(	(	PUNCT
ca-2039	277	48	larkin	larkin	PROPN
ca-2039	277	49	2008	2008	NUM
ca-2039	277	50	)	)	PUNCT
ca-2039	277	51	.	.	PUNCT
ca-2039	278	1	the	the	DET
ca-2039	278	2	policy	policy	NOUN
ca-2039	278	3	literature	literature	NOUN
ca-2039	278	4	of	of	ADP
ca-2039	278	5	powerful	powerful	ADJ
ca-2039	278	6	institutions	institution	NOUN
ca-2039	278	7	such	such	ADJ
ca-2039	278	8	as	as	ADP
ca-2039	278	9	the	the	DET
ca-2039	278	10	world	world	NOUN
ca-2039	278	11	bank	bank	PROPN
ca-2039	278	12	has	have	AUX
ca-2039	278	13	also	also	ADV
ca-2039	278	14	framed	frame	VERB
ca-2039	278	15	debates	debate	NOUN
ca-2039	278	16	about	about	ADP
ca-2039	278	17	technology	technology	NOUN
ca-2039	278	18	in	in	ADP
ca-2039	278	19	postcolonial	postcolonial	PROPN
ca-2039	278	20	africa	africa	PROPN
ca-2039	278	21	,	,	PUNCT
ca-2039	278	22	discursively	discursively	ADV
ca-2039	278	23	constructing	construct	VERB
ca-2039	278	24	african	african	ADJ
ca-2039	278	25	poverty	poverty	NOUN
ca-2039	278	26	as	as	ADP
ca-2039	278	27	a	a	DET
ca-2039	278	28	technical	technical	ADJ
ca-2039	278	29	,	,	PUNCT
ca-2039	278	30	rather	rather	ADV
ca-2039	278	31	than	than	ADP
ca-2039	278	32	a	a	DET
ca-2039	278	33	political	political	ADJ
ca-2039	278	34	or	or	CCONJ
ca-2039	278	35	a	a	DET
ca-2039	278	36	structural	structural	ADJ
ca-2039	278	37	,	,	PUNCT
ca-2039	278	38	problem	problem	NOUN
ca-2039	278	39	(	(	PUNCT
ca-2039	278	40	ferguson	ferguson	PROPN
ca-2039	278	41	1990	1990	NUM
ca-2039	278	42	)	)	PUNCT
ca-2039	278	43	.	.	PUNCT
ca-2039	279	1	read	read	VERB
ca-2039	279	2	in	in	ADP
ca-2039	279	3	the	the	DET
ca-2039	279	4	context	context	NOUN
ca-2039	279	5	of	of	ADP
ca-2039	279	6	this	this	DET
ca-2039	279	7	history	history	NOUN
ca-2039	279	8	,	,	PUNCT
ca-2039	279	9	one	one	PRON
ca-2039	279	10	could	could	AUX
ca-2039	279	11	argue	argue	VERB
ca-2039	279	12	that	that	SCONJ
ca-2039	279	13	kenyans	kenyans	PROPN
ca-2039	279	14	’	'	PUNCT
ca-2039	279	15	fetishization	fetishization	NOUN
ca-2039	279	16	of	of	ADP
ca-2039	279	17	the	the	DET
ca-2039	279	18	digital	digital	NOUN
ca-2039	279	19	as	as	ADP
ca-2039	279	20	an	an	DET
ca-2039	279	21	index	index	NOUN
ca-2039	279	22	of	of	ADP
ca-2039	279	23	the	the	DET
ca-2039	279	24	modern	modern	NOUN
ca-2039	279	25	represents	represent	VERB
ca-2039	279	26	nothing	nothing	PRON
ca-2039	279	27	more	more	ADJ
ca-2039	279	28	than	than	ADP
ca-2039	279	29	a	a	DET
ca-2039	279	30	current	current	ADJ
ca-2039	279	31	iteration	iteration	NOUN
ca-2039	279	32	of	of	ADP
ca-2039	279	33	familiar	familiar	ADJ
ca-2039	279	34	colonial	colonial	ADJ
ca-2039	279	35	logics	logic	NOUN
ca-2039	279	36	.	.	PUNCT
ca-2039	280	1	yet	yet	CCONJ
ca-2039	280	2	the	the	DET
ca-2039	280	3	digital	digital	PROPN
ca-2039	280	4	in	in	ADP
ca-2039	280	5	nairobi	nairobi	PROPN
ca-2039	280	6	was	be	AUX
ca-2039	280	7	not	not	PART
ca-2039	280	8	merely	merely	ADV
ca-2039	280	9	a	a	DET
ca-2039	280	10	symbol	symbol	NOUN
ca-2039	280	11	of	of	ADP
ca-2039	280	12	modernity	modernity	NOUN
ca-2039	280	13	;	;	PUNCT
ca-2039	280	14	it	it	PRON
ca-2039	280	15	was	be	AUX
ca-2039	280	16	also	also	ADV
ca-2039	280	17	a	a	DET
ca-2039	280	18	material	material	NOUN
ca-2039	280	19	form	form	NOUN
ca-2039	280	20	that	that	PRON
ca-2039	280	21	shaped	shape	VERB
ca-2039	280	22	social	social	ADJ
ca-2039	280	23	life	life	NOUN
ca-2039	280	24	,	,	PUNCT
ca-2039	280	25	subjectivity	subjectivity	NOUN
ca-2039	280	26	,	,	PUNCT
ca-2039	280	27	and	and	CCONJ
ca-2039	280	28	understandings	understanding	NOUN
ca-2039	280	29	of	of	ADP
ca-2039	280	30	expertise	expertise	NOUN
ca-2039	280	31	.	.	PUNCT
ca-2039	281	1	as	as	ADP
ca-2039	281	2	a	a	DET
ca-2039	281	3	new	new	ADJ
ca-2039	281	4	way	way	NOUN
ca-2039	281	5	of	of	ADP
ca-2039	281	6	seeing	see	VERB
ca-2039	281	7	(	(	PUNCT
ca-2039	281	8	berger	berger	PROPN
ca-2039	281	9	1972	1972	NUM
ca-2039	281	10	)	)	PUNCT
ca-2039	281	11	,	,	PUNCT
ca-2039	281	12	digital	digital	ADJ
ca-2039	281	13	maps	map	NOUN
ca-2039	281	14	enabled	enable	VERB
ca-2039	281	15	muhimu	muhimu	NOUN
ca-2039	281	16	residents	resident	NOUN
ca-2039	281	17	to	to	PART
ca-2039	281	18	produce	produce	VERB
ca-2039	281	19	self	self	NOUN
ca-2039	281	20	-	-	PUNCT
ca-2039	281	21	representation	representation	NOUN
ca-2039	281	22	,	,	PUNCT
ca-2039	281	23	rather	rather	ADV
ca-2039	281	24	than	than	ADP
ca-2039	281	25	relinquish	relinquish	VERB
ca-2039	281	26	it	it	PRON
ca-2039	281	27	to	to	ADP
ca-2039	281	28	a	a	DET
ca-2039	281	29	negligent	negligent	ADJ
ca-2039	281	30	or	or	CCONJ
ca-2039	281	31	oppressive	oppressive	ADJ
ca-2039	281	32	state	state	NOUN
ca-2039	281	33	,	,	PUNCT
ca-2039	281	34	or	or	CCONJ
ca-2039	281	35	to	to	ADP
ca-2039	281	36	foreign	foreign	ADJ
ca-2039	281	37	development	development	NOUN
ca-2039	281	38	workers.11	workers.11	NOUN
ca-2039	281	39	this	this	PRON
ca-2039	281	40	speaks	speak	VERB
ca-2039	281	41	to	to	ADP
ca-2039	281	42	the	the	DET
ca-2039	281	43	new	new	ADJ
ca-2039	281	44	political	political	ADJ
ca-2039	281	45	capacities	capacity	NOUN
ca-2039	281	46	introduced	introduce	VERB
ca-2039	281	47	by	by	ADP
ca-2039	281	48	icts	ict	NOUN
ca-2039	281	49	and	and	CCONJ
ca-2039	281	50	the	the	DET
ca-2039	281	51	institutional	institutional	ADJ
ca-2039	281	52	mediators	mediator	NOUN
ca-2039	281	53	such	such	ADJ
ca-2039	281	54	as	as	ADP
ca-2039	281	55	mmp	mmp	PROPN
ca-2039	281	56	that	that	PRON
ca-2039	281	57	have	have	AUX
ca-2039	281	58	emerged	emerge	VERB
ca-2039	281	59	to	to	PART
ca-2039	281	60	provide	provide	VERB
ca-2039	281	61	a	a	DET
ca-2039	281	62	means	mean	NOUN
ca-2039	281	63	for	for	SCONJ
ca-2039	281	64	slum	slum	NOUN
ca-2039	281	65	-	-	PUNCT
ca-2039	281	66	dwellers	dweller	NOUN
ca-2039	281	67	to	to	PART
ca-2039	281	68	engage	engage	VERB
ca-2039	281	69	with	with	ADP
ca-2039	281	70	them	they	PRON
ca-2039	281	71	.	.	PUNCT
ca-2039	282	1	by	by	ADP
ca-2039	282	2	weaving	weave	VERB
ca-2039	282	3	a	a	DET
ca-2039	282	4	political	political	ADJ
ca-2039	282	5	argument	argument	NOUN
ca-2039	282	6	about	about	ADP
ca-2039	282	7	visibility	visibility	NOUN
ca-2039	282	8	,	,	PUNCT
ca-2039	282	9	recognition	recognition	NOUN
ca-2039	282	10	,	,	PUNCT
ca-2039	282	11	and	and	CCONJ
ca-2039	282	12	belonging	belong	VERB
ca-2039	282	13	into	into	ADP
ca-2039	282	14	the	the	DET
ca-2039	282	15	spaces	space	NOUN
ca-2039	282	16	between	between	ADP
ca-2039	282	17	their	their	PRON
ca-2039	282	18	strategically	strategically	ADV
ca-2039	282	19	collected	collect	VERB
ca-2039	282	20	gps	gps	NOUN
ca-2039	282	21	coordinates	coordinate	NOUN
ca-2039	282	22	,	,	PUNCT
ca-2039	282	23	the	the	DET
ca-2039	282	24	mappers	mapper	NOUN
ca-2039	282	25	used	use	VERB
ca-2039	282	26	technologies	technology	NOUN
ca-2039	282	27	to	to	PART
ca-2039	282	28	challenge	challenge	VERB
ca-2039	282	29	the	the	DET
ca-2039	282	30	kenyan	kenyan	ADJ
ca-2039	282	31	state	state	NOUN
ca-2039	282	32	and	and	CCONJ
ca-2039	282	33	elite	elite	ADJ
ca-2039	282	34	technology	technology	NOUN
ca-2039	282	35	sector	sector	NOUN
ca-2039	282	36	’s	’s	PART
ca-2039	282	37	discursive	discursive	ADJ
ca-2039	282	38	separation	separation	NOUN
ca-2039	282	39	of	of	ADP
ca-2039	282	40	politics	politic	NOUN
ca-2039	282	41	and	and	CCONJ
ca-2039	282	42	technics	technic	NOUN
ca-2039	282	43	.	.	PUNCT
ca-2039	283	1	however	however	ADV
ca-2039	283	2	,	,	PUNCT
ca-2039	283	3	the	the	DET
ca-2039	283	4	channels	channel	NOUN
ca-2039	283	5	for	for	ADP
ca-2039	283	6	sociopolitical	sociopolitical	ADJ
ca-2039	283	7	engagement	engagement	NOUN
ca-2039	283	8	carved	carve	VERB
ca-2039	283	9	by	by	ADP
ca-2039	283	10	these	these	DET
ca-2039	283	11	new	new	ADJ
ca-2039	283	12	technologies	technology	NOUN
ca-2039	283	13	were	be	AUX
ca-2039	283	14	not	not	PART
ca-2039	283	15	unobstructed	unobstructed	ADJ
ca-2039	283	16	.	.	PUNCT
ca-2039	284	1	just	just	ADV
ca-2039	284	2	as	as	SCONJ
ca-2039	284	3	submarine	submarine	NOUN
ca-2039	284	4	fiber	fiber	NOUN
ca-2039	284	5	-	-	PUNCT
ca-2039	284	6	optic	optic	NOUN
ca-2039	284	7	cables	cable	NOUN
ca-2039	284	8	can	can	AUX
ca-2039	284	9	be	be	AUX
ca-2039	284	10	cut	cut	VERB
ca-2039	284	11	and	and	CCONJ
ca-2039	284	12	rendered	render	VERB
ca-2039	284	13	inoperative	inoperative	ADJ
ca-2039	284	14	by	by	ADP
ca-2039	284	15	vandals	vandal	NOUN
ca-2039	284	16	,	,	PUNCT
ca-2039	284	17	bringing	bring	VERB
ca-2039	284	18	communications	communication	NOUN
ca-2039	284	19	networks	network	NOUN
ca-2039	284	20	to	to	ADP
ca-2039	284	21	a	a	DET
ca-2039	284	22	grinding	grind	VERB
ca-2039	284	23	halt	halt	NOUN
ca-2039	284	24	,	,	PUNCT
ca-2039	284	25	information	information	NOUN
ca-2039	284	26	in	in	ADP
ca-2039	284	27	silicon	silicon	NOUN
ca-2039	284	28	savannah	savannah	PROPN
ca-2039	284	29	,	,	PUNCT
ca-2039	284	30	too	too	ADV
ca-2039	284	31	,	,	PUNCT
ca-2039	284	32	can	can	AUX
ca-2039	284	33	be	be	AUX
ca-2039	284	34	intercepted	intercept	VERB
ca-2039	284	35	,	,	PUNCT
ca-2039	284	36	rerouted	reroute	VERB
ca-2039	284	37	,	,	PUNCT
ca-2039	284	38	or	or	CCONJ
ca-2039	284	39	impeded	impede	VERB
ca-2039	284	40	.	.	PUNCT
ca-2039	285	1	to	to	PART
ca-2039	285	2	understand	understand	VERB
ca-2039	285	3	how	how	SCONJ
ca-2039	285	4	and	and	CCONJ
ca-2039	285	5	why	why	SCONJ
ca-2039	285	6	,	,	PUNCT
ca-2039	285	7	we	we	PRON
ca-2039	285	8	must	must	AUX
ca-2039	285	9	consider	consider	VERB
ca-2039	285	10	transparency	transparency	NOUN
ca-2039	285	11	as	as	ADP
ca-2039	285	12	a	a	DET
ca-2039	285	13	claim	claim	NOUN
ca-2039	285	14	about	about	ADP
ca-2039	285	15	expertise	expertise	NOUN
ca-2039	285	16	;	;	PUNCT
ca-2039	285	17	it	it	PRON
ca-2039	285	18	can	can	AUX
ca-2039	285	19	be	be	AUX
ca-2039	285	20	embraced	embrace	VERB
ca-2039	285	21	or	or	CCONJ
ca-2039	285	22	dismissed	dismiss	VERB
ca-2039	285	23	,	,	PUNCT
ca-2039	285	24	trusted	trust	VERB
ca-2039	285	25	or	or	CCONJ
ca-2039	285	26	not	not	PART
ca-2039	285	27	.	.	PUNCT
ca-2039	286	1	in	in	ADP
ca-2039	286	2	muhimu	muhimu	NOUN
ca-2039	286	3	,	,	PUNCT
ca-2039	286	4	being	be	AUX
ca-2039	286	5	able	able	ADJ
ca-2039	286	6	to	to	PART
ca-2039	286	7	see	see	VERB
ca-2039	286	8	the	the	DET
ca-2039	286	9	neighborhood	neighborhood	NOUN
ca-2039	286	10	through	through	ADP
ca-2039	286	11	the	the	DET
ca-2039	286	12	eyes	eye	NOUN
ca-2039	286	13	of	of	ADP
ca-2039	286	14	its	its	PRON
ca-2039	286	15	residents	resident	NOUN
ca-2039	286	16	was	be	AUX
ca-2039	286	17	contingent	contingent	ADJ
ca-2039	286	18	on	on	ADP
ca-2039	286	19	not	not	PART
ca-2039	286	20	only	only	ADV
ca-2039	286	21	the	the	DET
ca-2039	286	22	mappers	mapper	NOUN
ca-2039	286	23	’	'	PUNCT
ca-2039	286	24	relative	relative	ADJ
ca-2039	286	25	adeptness	adeptness	NOUN
ca-2039	286	26	at	at	ADP
ca-2039	286	27	framing	frame	VERB
ca-2039	286	28	that	that	DET
ca-2039	286	29	information	information	NOUN
ca-2039	286	30	but	but	CCONJ
ca-2039	286	31	also	also	ADV
ca-2039	286	32	on	on	ADP
ca-2039	286	33	a	a	DET
ca-2039	286	34	high	high	ADJ
ca-2039	286	35	degree	degree	NOUN
ca-2039	286	36	of	of	ADP
ca-2039	286	37	trust	trust	NOUN
ca-2039	286	38	,	,	PUNCT
ca-2039	286	39	what	what	PRON
ca-2039	286	40	rosalind	rosalind	PROPN
ca-2039	286	41	morris	morris	PROPN
ca-2039	286	42	(	(	PUNCT
ca-2039	286	43	2004	2004	NUM
ca-2039	286	44	)	)	PUNCT
ca-2039	286	45	calls	call	VERB
ca-2039	286	46	“	"	PUNCT
ca-2039	286	47	intimacy	intimacy	NOUN
ca-2039	286	48	,	,	PUNCT
ca-2039	286	49	”	"	PUNCT
ca-2039	286	50	between	between	ADP
ca-2039	286	51	representer	representer	NOUN
ca-2039	286	52	and	and	CCONJ
ca-2039	286	53	observer.12	observer.12	PROPN
ca-2039	286	54	observers	observer	NOUN
ca-2039	286	55	had	have	VERB
ca-2039	286	56	to	to	PART
ca-2039	286	57	actively	actively	ADV
ca-2039	286	58	ignore	ignore	VERB
ca-2039	286	59	the	the	DET
ca-2039	286	60	secrets	secret	NOUN
ca-2039	286	61	that	that	PRON
ca-2039	286	62	transparency	transparency	NOUN
ca-2039	286	63	-	-	PUNCT
ca-2039	286	64	seeking	seek	VERB
ca-2039	286	65	practices	practice	NOUN
ca-2039	286	66	attempted	attempt	VERB
ca-2039	286	67	to	to	PART
ca-2039	286	68	conceal	conceal	VERB
ca-2039	286	69	(	(	PUNCT
ca-2039	286	70	as	as	ADP
ca-2039	286	71	with	with	ADP
ca-2039	286	72	kyale	kyale	NOUN
ca-2039	286	73	’s	’s	PART
ca-2039	286	74	mapping	mapping	NOUN
ca-2039	286	75	activities	activity	NOUN
ca-2039	286	76	,	,	PUNCT
ca-2039	286	77	mentioned	mention	VERB
ca-2039	286	78	at	at	ADP
ca-2039	286	79	the	the	DET
ca-2039	286	80	outset	outset	NOUN
ca-2039	286	81	)	)	PUNCT
ca-2039	286	82	.	.	PUNCT
ca-2039	287	1	nairobi	nairobi	PROPN
ca-2039	287	2	’s	’s	PART
ca-2039	287	3	techno	techno	NOUN
ca-2039	287	4	-	-	PUNCT
ca-2039	287	5	utopian	utopian	ADJ
ca-2039	287	6	discourse	discourse	NOUN
ca-2039	287	7	implies	imply	VERB
ca-2039	287	8	that	that	SCONJ
ca-2039	287	9	digitality	digitality	NOUN
ca-2039	287	10	itself	itself	PRON
ca-2039	287	11	makes	make	VERB
ca-2039	287	12	data	datum	NOUN
ca-2039	287	13	credible	credible	ADJ
ca-2039	287	14	.	.	PUNCT
ca-2039	288	1	what	what	PRON
ca-2039	288	2	the	the	DET
ca-2039	288	3	story	story	NOUN
ca-2039	288	4	i	i	PRON
ca-2039	288	5	have	have	AUX
ca-2039	288	6	told	tell	VERB
ca-2039	288	7	suggests	suggest	NOUN
ca-2039	288	8	,	,	PUNCT
ca-2039	288	9	however	however	ADV
ca-2039	288	10	,	,	PUNCT
ca-2039	288	11	is	be	AUX
ca-2039	288	12	that	that	SCONJ
ca-2039	288	13	the	the	DET
ca-2039	288	14	politics	politic	NOUN
ca-2039	288	15	of	of	ADP
ca-2039	288	16	seeing	see	VERB
ca-2039	288	17	is	be	AUX
ca-2039	288	18	inextricably	inextricably	ADV
ca-2039	288	19	entangled	entangle	VERB
ca-2039	288	20	with	with	ADP
ca-2039	288	21	the	the	DET
ca-2039	288	22	subjects	subject	NOUN
ca-2039	288	23	and	and	CCONJ
ca-2039	288	24	technologies	technology	NOUN
ca-2039	288	25	that	that	PRON
ca-2039	288	26	create	create	VERB
ca-2039	288	27	the	the	DET
ca-2039	288	28	possibility	possibility	NOUN
ca-2039	288	29	of	of	ADP
ca-2039	288	30	the	the	DET
ca-2039	288	31	picture	picture	NOUN
ca-2039	288	32	.	.	PUNCT
ca-2039	289	1	the	the	DET
ca-2039	289	2	mappers	mapper	NOUN
ca-2039	289	3	found	find	VERB
ca-2039	289	4	themselves	themselves	PRON
ca-2039	289	5	in	in	ADP
ca-2039	289	6	an	an	DET
ca-2039	289	7	unfortunate	unfortunate	ADJ
ca-2039	289	8	double	double	ADJ
ca-2039	289	9	bind	bind	NOUN
ca-2039	289	10	:	:	PUNCT
ca-2039	289	11	their	their	PRON
ca-2039	289	12	desire	desire	NOUN
ca-2039	289	13	for	for	ADP
ca-2039	289	14	visibility	visibility	NOUN
ca-2039	289	15	and	and	CCONJ
ca-2039	289	16	recognition	recognition	NOUN
ca-2039	289	17	in	in	ADP
ca-2039	289	18	the	the	DET
ca-2039	289	19	face	face	NOUN
ca-2039	289	20	of	of	ADP
ca-2039	289	21	sociopolitical	sociopolitical	ADJ
ca-2039	289	22	exclusion	exclusion	NOUN
ca-2039	289	23	became	become	VERB
ca-2039	289	24	a	a	DET
ca-2039	289	25	liability	liability	NOUN
ca-2039	289	26	in	in	ADP
ca-2039	289	27	their	their	PRON
ca-2039	289	28	struggle	struggle	NOUN
ca-2039	289	29	to	to	PART
ca-2039	289	30	change	change	VERB
ca-2039	289	31	their	their	PRON
ca-2039	289	32	subject	subject	ADJ
ca-2039	289	33	position	position	NOUN
ca-2039	289	34	through	through	ADP
ca-2039	289	35	digital	digital	ADJ
ca-2039	289	36	mapmaking	mapmaking	NOUN
ca-2039	289	37	.	.	PUNCT
ca-2039	290	1	in	in	ADP
ca-2039	290	2	this	this	DET
ca-2039	290	3	case	case	NOUN
ca-2039	290	4	,	,	PUNCT
ca-2039	290	5	the	the	DET
ca-2039	290	6	socioeconomic	socioeconomic	ADJ
ca-2039	290	7	position	position	NOUN
ca-2039	290	8	of	of	ADP
ca-2039	290	9	muhimu	muhimu	PROPN
ca-2039	290	10	’s	’s	PART
ca-2039	290	11	mappers	mapper	NOUN
ca-2039	290	12	profoundly	profoundly	ADV
ca-2039	290	13	informed	inform	VERB
ca-2039	290	14	the	the	DET
ca-2039	290	15	perceived	perceive	VERB
ca-2039	290	16	credibility	credibility	NOUN
ca-2039	290	17	—	—	PUNCT
ca-2039	290	18	or	or	CCONJ
ca-2039	290	19	lack	lack	NOUN
ca-2039	290	20	thereof	thereof	ADV
ca-2039	290	21	—	—	PUNCT
ca-2039	290	22	of	of	ADP
ca-2039	290	23	the	the	DET
ca-2039	290	24	information	information	NOUN
ca-2039	290	25	they	they	PRON
ca-2039	290	26	produced	produce	VERB
ca-2039	290	27	.	.	PUNCT
ca-2039	291	1	at	at	ADP
ca-2039	291	2	the	the	DET
ca-2039	291	3	same	same	ADJ
ca-2039	291	4	time	time	NOUN
ca-2039	291	5	,	,	PUNCT
ca-2039	291	6	their	their	PRON
ca-2039	291	7	dream	dream	NOUN
ca-2039	291	8	of	of	ADP
ca-2039	291	9	being	be	AUX
ca-2039	291	10	recognized	recognize	VERB
ca-2039	291	11	as	as	ADP
ca-2039	291	12	legitimate	legitimate	ADJ
ca-2039	291	13	technical	technical	ADJ
ca-2039	291	14	experts	expert	NOUN
ca-2039	291	15	,	,	PUNCT
ca-2039	291	16	a	a	DET
ca-2039	291	17	dream	dream	NOUN
ca-2039	291	18	activated	activate	VERB
ca-2039	291	19	by	by	ADP
ca-2039	291	20	their	their	PRON
ca-2039	291	21	engagements	engagement	NOUN
ca-2039	291	22	with	with	ADP
ca-2039	291	23	geospatial	geospatial	ADJ
ca-2039	291	24	technologies	technology	NOUN
ca-2039	291	25	,	,	PUNCT
ca-2039	291	26	became	become	VERB
ca-2039	291	27	a	a	DET
ca-2039	291	28	site	site	NOUN
ca-2039	291	29	of	of	ADP
ca-2039	291	30	struggle	struggle	NOUN
ca-2039	291	31	,	,	PUNCT
ca-2039	291	32	as	as	SCONJ
ca-2039	291	33	they	they	PRON
ca-2039	291	34	experienced	experience	VERB
ca-2039	291	35	both	both	CCONJ
ca-2039	291	36	internal	internal	ADJ
ca-2039	291	37	and	and	CCONJ
ca-2039	291	38	external	external	ADJ
ca-2039	291	39	competition	competition	NOUN
ca-2039	291	40	in	in	ADP
ca-2039	291	41	their	their	PRON
ca-2039	291	42	uphill	uphill	ADJ
ca-2039	291	43	battle	battle	NOUN
ca-2039	291	44	to	to	PART
ca-2039	291	45	convince	convince	VERB
ca-2039	291	46	outsiders	outsider	NOUN
ca-2039	291	47	of	of	ADP
ca-2039	291	48	their	their	PRON
ca-2039	291	49	expertise	expertise	NOUN
ca-2039	291	50	.	.	PUNCT
ca-2039	292	1	recent	recent	ADJ
ca-2039	292	2	anthropological	anthropological	ADJ
ca-2039	292	3	work	work	NOUN
ca-2039	292	4	has	have	AUX
ca-2039	292	5	demonstrated	demonstrate	VERB
ca-2039	292	6	acutely	acutely	ADV
ca-2039	292	7	how	how	SCONJ
ca-2039	292	8	marginalized	marginalize	VERB
ca-2039	292	9	groups	group	NOUN
ca-2039	292	10	have	have	AUX
ca-2039	292	11	been	be	AUX
ca-2039	292	12	included	include	VERB
ca-2039	292	13	in	in	ADP
ca-2039	292	14	and	and	CCONJ
ca-2039	292	15	excluded	exclude	VERB
ca-2039	292	16	from	from	ADP
ca-2039	292	17	narratives	narrative	NOUN
ca-2039	292	18	of	of	ADP
ca-2039	292	19	national	national	ADJ
ca-2039	292	20	technological	technological	ADJ
ca-2039	292	21	progress	progress	NOUN
ca-2039	292	22	and	and	CCONJ
ca-2039	292	23	promise	promise	NOUN
ca-2039	292	24	(	(	PUNCT
ca-2039	292	25	burrell	burrell	PROPN
ca-2039	292	26	2012	2012	NUM
ca-2039	292	27	;	;	PUNCT
ca-2039	292	28	larkin	larkin	PROPN
ca-2039	292	29	2008	2008	NUM
ca-2039	292	30	;	;	PUNCT
ca-2039	292	31	horst	horst	PROPN
ca-2039	292	32	and	and	CCONJ
ca-2039	292	33	miller	miller	PROPN
ca-2039	292	34	2006	2006	NUM
ca-2039	292	35	;	;	PUNCT
ca-2039	292	36	mcintosh	mcintosh	PROPN
ca-2039	292	37	2010	2010	NUM
ca-2039	292	38	)	)	PUNCT
ca-2039	292	39	.	.	PUNCT
ca-2039	293	1	this	this	DET
ca-2039	293	2	article	article	NOUN
ca-2039	293	3	contributes	contribute	VERB
ca-2039	293	4	to	to	ADP
ca-2039	293	5	that	that	DET
ca-2039	293	6	dialogue	dialogue	NOUN
ca-2039	293	7	,	,	PUNCT
ca-2039	293	8	while	while	SCONJ
ca-2039	293	9	also	also	ADV
ca-2039	293	10	exploring	explore	VERB
ca-2039	293	11	how	how	SCONJ
ca-2039	293	12	marginality	marginality	NOUN
ca-2039	293	13	can	can	AUX
ca-2039	293	14	be	be	AUX
ca-2039	293	15	reinforced	reinforce	VERB
ca-2039	293	16	through	through	ADP
ca-2039	293	17	the	the	DET
ca-2039	293	18	very	very	ADV
ca-2039	293	19	techno	techno	NOUN
ca-2039	293	20	-	-	PUNCT
ca-2039	293	21	utopian	utopian	ADJ
ca-2039	293	22	discourses	discourse	NOUN
ca-2039	293	23	to	to	PART
ca-2039	293	24	which	which	PRON
ca-2039	293	25	the	the	DET
ca-2039	293	26	urban	urban	ADJ
ca-2039	293	27	poor	poor	ADJ
ca-2039	293	28	aspire	aspire	NOUN
ca-2039	293	29	to	to	PART
ca-2039	293	30	belong	belong	VERB
ca-2039	293	31	.	.	PUNCT
ca-2039	294	1	in	in	ADP
ca-2039	294	2	celebrating	celebrate	VERB
ca-2039	294	3	the	the	DET
ca-2039	294	4	digital	digital	NOUN
ca-2039	294	5	as	as	ADP
ca-2039	294	6	a	a	DET
ca-2039	294	7	vector	vector	NOUN
ca-2039	294	8	of	of	ADP
ca-2039	294	9	unmediated	unmediated	ADJ
ca-2039	294	10	truth	truth	NOUN
ca-2039	294	11	,	,	PUNCT
ca-2039	294	12	slum	slum	NOUN
ca-2039	294	13	-	-	PUNCT
ca-2039	294	14	dwellers	dweller	NOUN
ca-2039	294	15	also	also	ADV
ca-2039	294	16	worked	work	VERB
ca-2039	294	17	to	to	PART
ca-2039	294	18	effect	effect	VERB
ca-2039	294	19	their	their	PRON
ca-2039	294	20	own	own	ADJ
ca-2039	294	21	exclusion	exclusion	NOUN
ca-2039	294	22	,	,	PUNCT
ca-2039	294	23	raising	raise	VERB
ca-2039	294	24	questions	question	NOUN
ca-2039	294	25	about	about	ADP
ca-2039	294	26	the	the	DET
ca-2039	294	27	relations	relation	NOUN
ca-2039	294	28	of	of	ADP
ca-2039	294	29	power	power	NOUN
ca-2039	294	30	that	that	PRON
ca-2039	294	31	structured	structure	VERB
ca-2039	294	32	all	all	DET
ca-2039	294	33	aspects	aspect	NOUN
ca-2039	294	34	of	of	ADP
ca-2039	294	35	data	datum	NOUN
ca-2039	294	36	collection	collection	NOUN
ca-2039	294	37	and	and	CCONJ
ca-2039	294	38	representation	representation	NOUN
ca-2039	294	39	.	.	PUNCT
ca-2039	295	1	in	in	ADP
ca-2039	295	2	muhimu	muhimu	PROPN
ca-2039	295	3	,	,	PUNCT
ca-2039	295	4	the	the	DET
ca-2039	295	5	digital	digital	ADJ
ca-2039	295	6	form	form	NOUN
ca-2039	295	7	can	can	AUX
ca-2039	295	8	not	not	PART
ca-2039	295	9	be	be	AUX
ca-2039	295	10	extracted	extract	VERB
ca-2039	295	11	from	from	ADP
ca-2039	295	12	dreams	dream	NOUN
ca-2039	295	13	about	about	ADP
ca-2039	295	14	development	development	NOUN
ca-2039	295	15	and	and	CCONJ
ca-2039	295	16	expertise	expertise	NOUN
ca-2039	295	17	,	,	PUNCT
ca-2039	295	18	practices	practice	NOUN
ca-2039	295	19	of	of	ADP
ca-2039	295	20	transparency	transparency	NOUN
ca-2039	295	21	-	-	PUNCT
ca-2039	295	22	seeking	seeking	NOUN
ca-2039	295	23	,	,	PUNCT
ca-2039	295	24	and	and	CCONJ
ca-2039	295	25	perceptions	perception	NOUN
ca-2039	295	26	of	of	ADP
ca-2039	295	27	truth	truth	NOUN
ca-2039	295	28	,	,	PUNCT
ca-2039	295	29	which	which	PRON
ca-2039	295	30	,	,	PUNCT
ca-2039	295	31	for	for	ADP
ca-2039	295	32	the	the	DET
ca-2039	295	33	neighborhood	neighborhood	NOUN
ca-2039	295	34	’s	’s	PART
ca-2039	295	35	residents	resident	NOUN
ca-2039	295	36	,	,	PUNCT
ca-2039	295	37	both	both	PRON
ca-2039	295	38	generated	generate	VERB
ca-2039	295	39	and	and	CCONJ
ca-2039	295	40	denied	deny	VERB
ca-2039	295	41	access	access	NOUN
ca-2039	295	42	to	to	ADP
ca-2039	295	43	the	the	DET
ca-2039	295	44	promises	promise	NOUN
ca-2039	295	45	of	of	ADP
ca-2039	295	46	silicon	silicon	NOUN
ca-2039	295	47	savannah	savannah	PROPN
ca-2039	295	48	.	.	PUNCT
ca-2039	296	1	the	the	DET
ca-2039	296	2	example	example	NOUN
ca-2039	296	3	i	i	PRON
ca-2039	296	4	present	present	VERB
ca-2039	296	5	here	here	ADV
ca-2039	296	6	thus	thus	ADV
ca-2039	296	7	indexes	index	VERB
ca-2039	296	8	not	not	PART
ca-2039	296	9	a	a	DET
ca-2039	296	10	disjuncture	disjuncture	NOUN
ca-2039	296	11	between	between	ADP
ca-2039	296	12	techno	techno	NOUN
ca-2039	296	13	-	-	PUNCT
ca-2039	296	14	utopian	utopian	ADJ
ca-2039	296	15	ideology	ideology	NOUN
ca-2039	296	16	and	and	CCONJ
ca-2039	296	17	the	the	DET
ca-2039	296	18	lived	lived	ADJ
ca-2039	296	19	reality	reality	NOUN
ca-2039	296	20	of	of	ADP
ca-2039	296	21	nairobi	nairobi	PROPN
ca-2039	296	22	’s	’s	PART
ca-2039	296	23	urban	urban	ADJ
ca-2039	296	24	poor	poor	ADJ
ca-2039	296	25	,	,	PUNCT
ca-2039	296	26	but	but	CCONJ
ca-2039	296	27	rather	rather	ADV
ca-2039	296	28	a	a	DET
ca-2039	296	29	dense	dense	ADJ
ca-2039	296	30	entanglement	entanglement	NOUN
ca-2039	296	31	.	.	PUNCT
ca-2039	297	1	it	it	PRON
ca-2039	297	2	suggests	suggest	VERB
ca-2039	297	3	that	that	SCONJ
ca-2039	297	4	future	future	ADJ
ca-2039	297	5	ethnographic	ethnographic	ADJ
ca-2039	297	6	attention	attention	NOUN
ca-2039	297	7	should	should	AUX
ca-2039	297	8	focus	focus	VERB
ca-2039	297	9	not	not	PART
ca-2039	297	10	only	only	ADV
ca-2039	297	11	on	on	ADP
ca-2039	297	12	how	how	SCONJ
ca-2039	297	13	new	new	ADJ
ca-2039	297	14	media	medium	NOUN
ca-2039	297	15	technologies	technology	NOUN
ca-2039	297	16	generate	generate	VERB
ca-2039	297	17	novel	novel	ADJ
ca-2039	297	18	social	social	ADJ
ca-2039	297	19	relations	relation	NOUN
ca-2039	297	20	or	or	CCONJ
ca-2039	297	21	economic	economic	ADJ
ca-2039	297	22	opportunities	opportunity	NOUN
ca-2039	297	23	at	at	ADP
ca-2039	297	24	the	the	DET
ca-2039	297	25	margins	margin	NOUN
ca-2039	297	26	but	but	CCONJ
ca-2039	297	27	also	also	ADV
ca-2039	297	28	on	on	ADP
ca-2039	297	29	how	how	SCONJ
ca-2039	297	30	they	they	PRON
ca-2039	297	31	produce	produce	VERB
ca-2039	297	32	new	new	ADJ
ca-2039	297	33	explanatory	explanatory	ADJ
ca-2039	297	34	models	model	NOUN
ca-2039	297	35	that	that	PRON
ca-2039	297	36	both	both	CCONJ
ca-2039	297	37	precipitate	precipitate	VERB
ca-2039	297	38	and	and	CCONJ
ca-2039	297	39	conceal	conceal	NOUN
ca-2039	297	40	relations	relation	NOUN
ca-2039	297	41	of	of	ADP
ca-2039	297	42	inequality	inequality	NOUN
ca-2039	297	43	.	.	PUNCT
ca-2039	298	1	to	to	PART
ca-2039	298	2	see	see	VERB
ca-2039	298	3	the	the	DET
ca-2039	298	4	inequalities	inequality	NOUN
ca-2039	298	5	(	(	PUNCT
ca-2039	298	6	re)produced	re)produce	VERB
ca-2039	298	7	through	through	ADP
ca-2039	298	8	technological	technological	ADJ
ca-2039	298	9	imaginaries	imaginary	NOUN
ca-2039	298	10	and	and	CCONJ
ca-2039	298	11	sociotechnical	sociotechnical	ADJ
ca-2039	298	12	engagements	engagement	NOUN
ca-2039	298	13	,	,	PUNCT
ca-2039	298	14	we	we	PRON
ca-2039	298	15	must	must	AUX
ca-2039	298	16	analyze	analyze	VERB
ca-2039	298	17	new	new	ADJ
ca-2039	298	18	media	medium	NOUN
ca-2039	298	19	technologies	technology	NOUN
ca-2039	298	20	as	as	ADP
ca-2039	298	21	both	both	DET
ca-2039	298	22	potential	potential	ADJ
ca-2039	298	23	vectors	vector	NOUN
ca-2039	298	24	of	of	ADP
ca-2039	298	25	sociopolitical	sociopolitical	ADJ
ca-2039	298	26	recognition	recognition	NOUN
ca-2039	298	27	and	and	CCONJ
ca-2039	298	28	as	as	SCONJ
ca-2039	298	29	battlegrounds	battleground	NOUN
ca-2039	298	30	on	on	ADP
ca-2039	298	31	which	which	PRON
ca-2039	298	32	the	the	DET
ca-2039	298	33	urban	urban	ADJ
ca-2039	298	34	poor	poor	PROPN
ca-2039	298	35	’s	’s	PART
ca-2039	298	36	claims	claim	NOUN
ca-2039	298	37	to	to	ADP
ca-2039	298	38	transparency	transparency	NOUN
ca-2039	298	39	are	be	AUX
ca-2039	298	40	affirmed	affirm	VERB
ca-2039	298	41	or	or	CCONJ
ca-2039	298	42	ignored	ignore	VERB
ca-2039	298	43	,	,	PUNCT
ca-2039	298	44	heeded	heed	VERB
ca-2039	298	45	or	or	CCONJ
ca-2039	298	46	disregarded	disregard	VERB
ca-2039	298	47	.	.	PUNCT
ca-2039	299	1	notes	note	VERB
ca-2039	299	2	acknowledgments	acknowledgment	NOUN
ca-2039	299	3	this	this	DET
ca-2039	299	4	article	article	NOUN
ca-2039	299	5	draws	draw	VERB
ca-2039	299	6	on	on	ADP
ca-2039	299	7	more	more	ADJ
ca-2039	299	8	than	than	ADP
ca-2039	299	9	two	two	NUM
ca-2039	299	10	years	year	NOUN
ca-2039	299	11	of	of	ADP
ca-2039	299	12	ethnographic	ethnographic	ADJ
ca-2039	299	13	research	research	NOUN
ca-2039	299	14	in	in	ADP
ca-2039	299	15	nairobi	nairobi	PROPN
ca-2039	299	16	,	,	PUNCT
ca-2039	299	17	kenya	kenya	PROPN
ca-2039	299	18	,	,	PUNCT
ca-2039	299	19	which	which	PRON
ca-2039	299	20	was	be	AUX
ca-2039	299	21	funded	fund	VERB
ca-2039	299	22	by	by	ADP
ca-2039	299	23	the	the	DET
ca-2039	299	24	national	national	PROPN
ca-2039	299	25	science	science	PROPN
ca-2039	299	26	foundation	foundation	PROPN
ca-2039	299	27	’s	’s	PART
ca-2039	299	28	doctoral	doctoral	ADJ
ca-2039	299	29	dissertation	dissertation	NOUN
ca-2039	299	30	improvement	improvement	NOUN
ca-2039	299	31	grant	grant	NOUN
ca-2039	299	32	(	(	PUNCT
ca-2039	299	33	award	award	NOUN
ca-2039	299	34	no	no	INTJ
ca-2039	299	35	.	.	PROPN
ca-2039	299	36	1023337	1023337	NUM
ca-2039	299	37	)	)	PUNCT
ca-2039	299	38	,	,	PUNCT
ca-2039	299	39	the	the	DET
ca-2039	299	40	social	social	ADJ
ca-2039	299	41	science	science	PROPN
ca-2039	299	42	research	research	PROPN
ca-2039	299	43	council	council	PROPN
ca-2039	299	44	’s	’s	PART
ca-2039	299	45	international	international	ADJ
ca-2039	299	46	dissertation	dissertation	NOUN
ca-2039	299	47	research	research	NOUN
ca-2039	299	48	fellowship	fellowship	NOUN
ca-2039	299	49	,	,	PUNCT
ca-2039	299	50	the	the	DET
ca-2039	299	51	wenner	wenner	NOUN
ca-2039	299	52	-	-	PUNCT
ca-2039	299	53	gren	gren	PROPN
ca-2039	299	54	foundation	foundation	PROPN
ca-2039	299	55	for	for	ADP
ca-2039	299	56	anthropological	anthropological	ADJ
ca-2039	299	57	research	research	NOUN
ca-2039	299	58	’s	’s	PART
ca-2039	299	59	dissertation	dissertation	NOUN
ca-2039	299	60	fieldwork	fieldwork	NOUN
ca-2039	299	61	grant	grant	NOUN
ca-2039	299	62	,	,	PUNCT
ca-2039	299	63	the	the	DET
ca-2039	299	64	fulbright	fulbright	PROPN
ca-2039	299	65	-	-	PUNCT
ca-2039	299	66	hays	hays	PROPN
ca-2039	299	67	doctoral	doctoral	ADJ
ca-2039	299	68	dissertation	dissertation	NOUN
ca-2039	299	69	research	research	NOUN
ca-2039	299	70	abroad	abroad	PROPN
ca-2039	299	71	program	program	NOUN
ca-2039	299	72	,	,	PUNCT
ca-2039	299	73	and	and	CCONJ
ca-2039	299	74	the	the	DET
ca-2039	299	75	department	department	NOUN
ca-2039	299	76	of	of	ADP
ca-2039	299	77	anthropology	anthropology	NOUN
ca-2039	299	78	at	at	ADP
ca-2039	299	79	stanford	stanford	PROPN
ca-2039	299	80	university	university	PROPN
ca-2039	299	81	.	.	PUNCT
ca-2039	300	1	i	i	PRON
ca-2039	300	2	thank	thank	VERB
ca-2039	300	3	all	all	PRON
ca-2039	300	4	of	of	ADP
ca-2039	300	5	these	these	DET
ca-2039	300	6	institutions	institution	NOUN
ca-2039	300	7	,	,	PUNCT
ca-2039	300	8	whose	whose	DET
ca-2039	300	9	generous	generous	ADJ
ca-2039	300	10	support	support	NOUN
ca-2039	300	11	enabled	enable	VERB
ca-2039	300	12	me	i	PRON
ca-2039	300	13	to	to	PART
ca-2039	300	14	plant	plant	VERB
ca-2039	300	15	roots	root	NOUN
ca-2039	300	16	in	in	ADP
ca-2039	300	17	kenya	kenya	NOUN
ca-2039	300	18	and	and	CCONJ
ca-2039	300	19	to	to	PART
ca-2039	300	20	explore	explore	VERB
ca-2039	300	21	my	my	PRON
ca-2039	300	22	research	research	NOUN
ca-2039	300	23	questions	question	NOUN
ca-2039	300	24	deeply	deeply	ADV
ca-2039	300	25	and	and	CCONJ
ca-2039	300	26	broadly	broadly	ADV
ca-2039	300	27	.	.	PUNCT
ca-2039	301	1	i	i	PRON
ca-2039	301	2	am	be	AUX
ca-2039	301	3	also	also	ADV
ca-2039	301	4	grateful	grateful	ADJ
ca-2039	301	5	to	to	ADP
ca-2039	301	6	the	the	DET
ca-2039	301	7	program	program	NOUN
ca-2039	301	8	on	on	ADP
ca-2039	301	9	democracy	democracy	NOUN
ca-2039	301	10	,	,	PUNCT
ca-2039	301	11	citizenship	citizenship	NOUN
ca-2039	301	12	,	,	PUNCT
ca-2039	301	13	and	and	CCONJ
ca-2039	301	14	constitutionalism	constitutionalism	NOUN
ca-2039	301	15	at	at	ADP
ca-2039	301	16	the	the	DET
ca-2039	301	17	university	university	NOUN
ca-2039	301	18	of	of	ADP
ca-2039	301	19	pennsylvania––in	pennsylvania––in	PROPN
ca-2039	301	20	particular	particular	ADJ
ca-2039	301	21	to	to	ADP
ca-2039	301	22	rogers	rogers	PROPN
ca-2039	301	23	smith	smith	PROPN
ca-2039	301	24	,	,	PUNCT
ca-2039	301	25	michael	michael	PROPN
ca-2039	301	26	x.	x.	PROPN
ca-2039	301	27	delli	delli	PROPN
ca-2039	301	28	carpini	carpini	PROPN
ca-2039	301	29	,	,	PUNCT
ca-2039	301	30	and	and	CCONJ
ca-2039	301	31	greg	greg	VERB
ca-2039	301	32	urban––for	urban––for	ADP
ca-2039	301	33	giving	give	VERB
ca-2039	301	34	me	i	PRON
ca-2039	301	35	the	the	DET
ca-2039	301	36	necessary	necessary	ADJ
ca-2039	301	37	time	time	NOUN
ca-2039	301	38	and	and	CCONJ
ca-2039	301	39	space	space	NOUN
ca-2039	301	40	to	to	PART
ca-2039	301	41	complete	complete	VERB
ca-2039	301	42	this	this	DET
ca-2039	301	43	article	article	NOUN
ca-2039	301	44	.	.	PUNCT
ca-2039	302	1	i	i	PRON
ca-2039	302	2	presented	present	VERB
ca-2039	302	3	versions	version	NOUN
ca-2039	302	4	of	of	ADP
ca-2039	302	5	this	this	DET
ca-2039	302	6	piece	piece	NOUN
ca-2039	302	7	at	at	ADP
ca-2039	302	8	the	the	DET
ca-2039	302	9	american	american	PROPN
ca-2039	302	10	ethnological	ethnological	ADJ
ca-2039	302	11	society	society	PROPN
ca-2039	302	12	spring	spring	NOUN
ca-2039	302	13	conference	conference	NOUN
ca-2039	302	14	in	in	ADP
ca-2039	302	15	boston	boston	PROPN
ca-2039	302	16	,	,	PUNCT
ca-2039	302	17	the	the	DET
ca-2039	302	18	annual	annual	ADJ
ca-2039	302	19	meeting	meeting	NOUN
ca-2039	302	20	of	of	ADP
ca-2039	302	21	the	the	DET
ca-2039	302	22	american	american	PROPN
ca-2039	302	23	association	association	PROPN
ca-2039	302	24	of	of	ADP
ca-2039	302	25	geographers	geographers	PROPN
ca-2039	302	26	in	in	ADP
ca-2039	302	27	chicago	chicago	PROPN
ca-2039	302	28	,	,	PUNCT
ca-2039	302	29	the	the	DET
ca-2039	302	30	nanotechnologies	nanotechnology	NOUN
ca-2039	302	31	for	for	ADP
ca-2039	302	32	development	development	NOUN
ca-2039	302	33	conference	conference	NOUN
ca-2039	302	34	at	at	ADP
ca-2039	302	35	maastricht	maastricht	PROPN
ca-2039	302	36	university	university	PROPN
ca-2039	302	37	in	in	ADP
ca-2039	302	38	brussels	brussels	PROPN
ca-2039	302	39	,	,	PUNCT
ca-2039	302	40	and	and	CCONJ
ca-2039	302	41	the	the	DET
ca-2039	302	42	annual	annual	ADJ
ca-2039	302	43	meeting	meeting	NOUN
ca-2039	302	44	of	of	ADP
ca-2039	302	45	the	the	DET
ca-2039	302	46	american	american	ADJ
ca-2039	302	47	anthropological	anthropological	PROPN
ca-2039	302	48	association	association	PROPN
ca-2039	302	49	in	in	ADP
ca-2039	302	50	washington	washington	PROPN
ca-2039	302	51	,	,	PUNCT
ca-2039	302	52	dc	dc	PROPN
ca-2039	302	53	.	.	PUNCT
ca-2039	303	1	i	i	PRON
ca-2039	303	2	am	be	AUX
ca-2039	303	3	particularly	particularly	ADV
ca-2039	303	4	grateful	grateful	ADJ
ca-2039	303	5	for	for	ADP
ca-2039	303	6	the	the	DET
ca-2039	303	7	incisive	incisive	ADJ
ca-2039	303	8	comments	comment	NOUN
ca-2039	303	9	provided	provide	VERB
ca-2039	303	10	on	on	ADP
ca-2039	303	11	drafts	draft	NOUN
ca-2039	303	12	of	of	ADP
ca-2039	303	13	this	this	DET
ca-2039	303	14	article	article	NOUN
ca-2039	303	15	by	by	ADP
ca-2039	303	16	hannah	hannah	PROPN
ca-2039	303	17	appel	appel	PROPN
ca-2039	303	18	,	,	PUNCT
ca-2039	303	19	james	james	PROPN
ca-2039	303	20	ferguson	ferguson	PROPN
ca-2039	303	21	,	,	PUNCT
ca-2039	303	22	kregg	kregg	NOUN
ca-2039	303	23	hetherington	hetherington	PROPN
ca-2039	303	24	,	,	PUNCT
ca-2039	303	25	becca	becca	PROPN
ca-2039	303	26	jensen	jensen	PROPN
ca-2039	303	27	,	,	PUNCT
ca-2039	303	28	sarah	sarah	PROPN
ca-2039	303	29	ives	ive	NOUN
ca-2039	303	30	,	,	PUNCT
ca-2039	303	31	dillon	dillon	PROPN
ca-2039	303	32	mahoney	mahoney	PROPN
ca-2039	303	33	,	,	PUNCT
ca-2039	303	34	bruce	bruce	PROPN
ca-2039	303	35	o’neil	o’neil	PROPN
ca-2039	303	36	,	,	PUNCT
ca-2039	303	37	jessica	jessica	PROPN
ca-2039	303	38	ott	ott	PROPN
ca-2039	303	39	,	,	PUNCT
ca-2039	303	40	and	and	CCONJ
ca-2039	303	41	sylvia	sylvia	PROPN
ca-2039	303	42	yanagisako	yanagisako	PROPN
ca-2039	303	43	.	.	PUNCT
ca-2039	304	1	the	the	DET
ca-2039	304	2	editorial	editorial	ADJ
ca-2039	304	3	collective	collective	NOUN
ca-2039	304	4	at	at	ADP
ca-2039	304	5	cultural	cultural	ADJ
ca-2039	304	6	anthropology	anthropology	NOUN
ca-2039	304	7	and	and	CCONJ
ca-2039	304	8	the	the	DET
ca-2039	304	9	anonymous	anonymous	ADJ
ca-2039	304	10	reviewers	reviewer	NOUN
ca-2039	304	11	improved	improve	VERB
ca-2039	304	12	this	this	DET
ca-2039	304	13	article	article	NOUN
ca-2039	304	14	greatly	greatly	ADV
ca-2039	304	15	,	,	PUNCT
ca-2039	304	16	and	and	CCONJ
ca-2039	304	17	i	i	PRON
ca-2039	304	18	thank	thank	VERB
ca-2039	304	19	dominic	dominic	PROPN
ca-2039	304	20	boyer	boyer	PROPN
ca-2039	304	21	in	in	ADP
ca-2039	304	22	particular	particular	ADJ
ca-2039	304	23	for	for	ADP
ca-2039	304	24	his	his	PRON
ca-2039	304	25	patience	patience	NOUN
ca-2039	304	26	and	and	CCONJ
ca-2039	304	27	encouragement	encouragement	NOUN
ca-2039	304	28	throughout	throughout	ADP
ca-2039	304	29	the	the	DET
ca-2039	304	30	revision	revision	NOUN
ca-2039	304	31	process	process	NOUN
ca-2039	304	32	.	.	PUNCT
ca-2039	305	1	of	of	ADP
ca-2039	305	2	course	course	NOUN
ca-2039	305	3	,	,	PUNCT
ca-2039	305	4	my	my	PRON
ca-2039	305	5	deepest	deep	ADJ
ca-2039	305	6	debt	debt	NOUN
ca-2039	305	7	is	be	AUX
ca-2039	305	8	to	to	ADP
ca-2039	305	9	the	the	DET
ca-2039	305	10	countless	countless	ADJ
ca-2039	305	11	people	people	NOUN
ca-2039	305	12	who	who	PRON
ca-2039	305	13	shared	share	VERB
ca-2039	305	14	their	their	PRON
ca-2039	305	15	worlds	world	NOUN
ca-2039	305	16	with	with	ADP
ca-2039	305	17	me	i	PRON
ca-2039	305	18	in	in	ADP
ca-2039	305	19	kenya	kenya	NOUN
ca-2039	305	20	;	;	PUNCT
ca-2039	305	21	they	they	PRON
ca-2039	305	22	continuously	continuously	ADV
ca-2039	305	23	enlivened	enliven	VERB
ca-2039	305	24	the	the	DET
ca-2039	305	25	connections	connection	NOUN
ca-2039	305	26	between	between	ADP
ca-2039	305	27	research	research	NOUN
ca-2039	305	28	and	and	CCONJ
ca-2039	305	29	everyday	everyday	ADJ
ca-2039	305	30	life	life	NOUN
ca-2039	305	31	.	.	PUNCT
ca-2039	306	1	1	1	X
ca-2039	306	2	.	.	X
ca-2039	306	3	the	the	DET
ca-2039	306	4	nairobi	nairobi	PROPN
ca-2039	306	5	city	city	PROPN
ca-2039	306	6	water	water	PROPN
ca-2039	306	7	and	and	CCONJ
ca-2039	306	8	sewage	sewage	NOUN
ca-2039	306	9	company	company	NOUN
ca-2039	306	10	(	(	PUNCT
ca-2039	306	11	ncwsc	ncwsc	NOUN
ca-2039	306	12	)	)	PUNCT
ca-2039	306	13	provides	provide	VERB
ca-2039	306	14	water	water	NOUN
ca-2039	306	15	to	to	PART
ca-2039	306	16	muhimu	muhimu	VERB
ca-2039	306	17	residents	resident	NOUN
ca-2039	306	18	at	at	ADP
ca-2039	306	19	metered	meter	VERB
ca-2039	306	20	public	public	ADJ
ca-2039	306	21	taps	tap	NOUN
ca-2039	306	22	.	.	PUNCT
ca-2039	307	1	locals	local	NOUN
ca-2039	307	2	commonly	commonly	ADV
ca-2039	307	3	reroute	reroute	VERB
ca-2039	307	4	the	the	DET
ca-2039	307	5	water	water	NOUN
ca-2039	307	6	to	to	PART
ca-2039	307	7	set	set	VERB
ca-2039	307	8	up	up	ADP
ca-2039	307	9	their	their	PRON
ca-2039	307	10	own	own	ADJ
ca-2039	307	11	free	free	ADJ
ca-2039	307	12	water	water	NOUN
ca-2039	307	13	points	point	NOUN
ca-2039	307	14	,	,	PUNCT
ca-2039	307	15	like	like	ADP
ca-2039	307	16	the	the	DET
ca-2039	307	17	community	community	NOUN
ca-2039	307	18	one	one	NUM
ca-2039	307	19	kyale	kyale	NOUN
ca-2039	307	20	left	leave	VERB
ca-2039	307	21	unmapped	unmappe	VERB
ca-2039	307	22	.	.	PUNCT
ca-2039	308	1	these	these	DET
ca-2039	308	2	points	point	NOUN
ca-2039	308	3	are	be	AUX
ca-2039	308	4	often	often	ADV
ca-2039	308	5	controlled	control	VERB
ca-2039	308	6	by	by	ADP
ca-2039	308	7	neighborhood	neighborhood	NOUN
ca-2039	308	8	cartels	cartel	NOUN
ca-2039	308	9	,	,	PUNCT
ca-2039	308	10	which	which	PRON
ca-2039	308	11	interrupt	interrupt	VERB
ca-2039	308	12	the	the	DET
ca-2039	308	13	water	water	NOUN
ca-2039	308	14	flow	flow	NOUN
ca-2039	308	15	and	and	CCONJ
ca-2039	308	16	sell	sell	VERB
ca-2039	308	17	it	it	PRON
ca-2039	308	18	to	to	ADP
ca-2039	308	19	residents	resident	NOUN
ca-2039	308	20	at	at	ADP
ca-2039	308	21	a	a	DET
ca-2039	308	22	steep	steep	ADJ
ca-2039	308	23	profit	profit	NOUN
ca-2039	308	24	.	.	PUNCT
ca-2039	309	1	2	2	X
ca-2039	309	2	.	.	X
ca-2039	309	3	i	i	PRON
ca-2039	309	4	use	use	VERB
ca-2039	309	5	the	the	DET
ca-2039	309	6	term	term	NOUN
ca-2039	309	7	slum	slum	NOUN
ca-2039	309	8	-	-	PUNCT
ca-2039	309	9	dweller	dweller	NOUN
ca-2039	309	10	deliberately	deliberately	ADV
ca-2039	309	11	;	;	PUNCT
ca-2039	309	12	first	first	ADV
ca-2039	309	13	,	,	PUNCT
ca-2039	309	14	it	it	PRON
ca-2039	309	15	was	be	AUX
ca-2039	309	16	how	how	SCONJ
ca-2039	309	17	my	my	PRON
ca-2039	309	18	interlocutors	interlocutor	NOUN
ca-2039	309	19	in	in	ADP
ca-2039	309	20	muhimu	muhimu	NOUN
ca-2039	309	21	self	self	NOUN
ca-2039	309	22	-	-	PUNCT
ca-2039	309	23	identified	identify	VERB
ca-2039	309	24	(	(	PUNCT
ca-2039	309	25	excepting	except	VERB
ca-2039	309	26	one	one	NUM
ca-2039	309	27	mapper	mapper	NOUN
ca-2039	309	28	,	,	PUNCT
ca-2039	309	29	who	who	PRON
ca-2039	309	30	referred	refer	VERB
ca-2039	309	31	to	to	PART
ca-2039	309	32	muhimu	muhimu	VERB
ca-2039	309	33	as	as	ADP
ca-2039	309	34	“	"	PUNCT
ca-2039	309	35	the	the	DET
ca-2039	309	36	ghetto	ghetto	NOUN
ca-2039	309	37	”	"	PUNCT
ca-2039	309	38	)	)	PUNCT
ca-2039	309	39	.	.	PUNCT
ca-2039	310	1	second	second	ADJ
ca-2039	310	2	,	,	PUNCT
ca-2039	310	3	this	this	DET
ca-2039	310	4	self	self	NOUN
ca-2039	310	5	-	-	PUNCT
ca-2039	310	6	identification	identification	NOUN
ca-2039	310	7	was	be	AUX
ca-2039	310	8	bound	bind	VERB
ca-2039	310	9	up	up	ADP
ca-2039	310	10	with	with	ADP
ca-2039	310	11	their	their	PRON
ca-2039	310	12	frustrations	frustration	NOUN
ca-2039	310	13	about	about	ADP
ca-2039	310	14	their	their	PRON
ca-2039	310	15	failure	failure	NOUN
ca-2039	310	16	to	to	PART
ca-2039	310	17	be	be	AUX
ca-2039	310	18	recognized	recognize	VERB
ca-2039	310	19	as	as	ADP
ca-2039	310	20	technical	technical	ADJ
ca-2039	310	21	experts	expert	NOUN
ca-2039	310	22	by	by	ADP
ca-2039	310	23	outsiders	outsider	NOUN
ca-2039	310	24	such	such	ADJ
ca-2039	310	25	as	as	ADP
ca-2039	310	26	politicians	politician	NOUN
ca-2039	310	27	,	,	PUNCT
ca-2039	310	28	civic	civic	ADJ
ca-2039	310	29	leaders	leader	NOUN
ca-2039	310	30	,	,	PUNCT
ca-2039	310	31	and	and	CCONJ
ca-2039	310	32	ngos	ngo	NOUN
ca-2039	310	33	.	.	PUNCT
ca-2039	311	1	3	3	X
ca-2039	311	2	.	.	X
ca-2039	311	3	here	here	ADV
ca-2039	311	4	,	,	PUNCT
ca-2039	311	5	i	i	PRON
ca-2039	311	6	distinguish	distinguish	VERB
ca-2039	311	7	knowability	knowability	NOUN
ca-2039	311	8	from	from	ADP
ca-2039	311	9	legibility	legibility	NOUN
ca-2039	311	10	.	.	PUNCT
ca-2039	312	1	4	4	X
ca-2039	312	2	.	.	X
ca-2039	312	3	this	this	PRON
ca-2039	312	4	does	do	AUX
ca-2039	312	5	not	not	PART
ca-2039	312	6	so	so	ADV
ca-2039	312	7	much	much	ADJ
ca-2039	312	8	index	index	NOUN
ca-2039	312	9	the	the	DET
ca-2039	312	10	power	power	NOUN
ca-2039	312	11	of	of	ADP
ca-2039	312	12	new	new	ADJ
ca-2039	312	13	technologies	technology	NOUN
ca-2039	312	14	to	to	PART
ca-2039	312	15	signify	signify	VERB
ca-2039	312	16	fantasies	fantasy	NOUN
ca-2039	312	17	of	of	ADP
ca-2039	312	18	progress	progress	NOUN
ca-2039	312	19	at	at	ADP
ca-2039	312	20	certain	certain	ADJ
ca-2039	312	21	moments	moment	NOUN
ca-2039	312	22	(	(	PUNCT
ca-2039	312	23	for	for	ADP
ca-2039	312	24	instance	instance	NOUN
ca-2039	312	25	,	,	PUNCT
ca-2039	312	26	when	when	SCONJ
ca-2039	312	27	initially	initially	ADV
ca-2039	312	28	created	create	VERB
ca-2039	312	29	)	)	PUNCT
ca-2039	312	30	and	and	CCONJ
ca-2039	312	31	feelings	feeling	NOUN
ca-2039	312	32	of	of	ADP
ca-2039	312	33	abjection	abjection	NOUN
ca-2039	312	34	at	at	ADP
ca-2039	312	35	others	other	NOUN
ca-2039	312	36	(	(	PUNCT
ca-2039	312	37	for	for	ADP
ca-2039	312	38	instance	instance	NOUN
ca-2039	312	39	,	,	PUNCT
ca-2039	312	40	when	when	SCONJ
ca-2039	312	41	they	they	PRON
ca-2039	312	42	break	break	VERB
ca-2039	312	43	down	down	ADP
ca-2039	312	44	or	or	CCONJ
ca-2039	312	45	decay	decay	VERB
ca-2039	312	46	)	)	PUNCT
ca-2039	312	47	(	(	PUNCT
ca-2039	312	48	e.g.	e.g.	ADV
ca-2039	312	49	,	,	PUNCT
ca-2039	312	50	larkin	larkin	PROPN
ca-2039	312	51	2008	2008	NUM
ca-2039	312	52	,	,	PUNCT
ca-2039	312	53	2013	2013	NUM
ca-2039	312	54	;	;	PUNCT
ca-2039	312	55	kaika	kaika	NOUN
ca-2039	312	56	and	and	CCONJ
ca-2039	312	57	swyngedouw	swyngedouw	PROPN
ca-2039	312	58	2000	2000	NUM
ca-2039	312	59	)	)	PUNCT
ca-2039	312	60	.	.	PUNCT
ca-2039	313	1	rather	rather	ADV
ca-2039	313	2	,	,	PUNCT
ca-2039	313	3	it	it	PRON
ca-2039	313	4	highlights	highlight	VERB
ca-2039	313	5	how	how	SCONJ
ca-2039	313	6	slum	slum	NOUN
ca-2039	313	7	-	-	PUNCT
ca-2039	313	8	dwellers	dweller	NOUN
ca-2039	313	9	’	'	PUNCT
ca-2039	313	10	lived	live	VERB
ca-2039	313	11	experience	experience	NOUN
ca-2039	313	12	of	of	ADP
ca-2039	313	13	social	social	ADJ
ca-2039	313	14	precarity	precarity	NOUN
ca-2039	313	15	informed	inform	VERB
ca-2039	313	16	their	their	PRON
ca-2039	313	17	affective	affective	ADJ
ca-2039	313	18	relationship	relationship	NOUN
ca-2039	313	19	to	to	ADP
ca-2039	313	20	new	new	ADJ
ca-2039	313	21	technologies	technology	NOUN
ca-2039	313	22	.	.	PUNCT
ca-2039	314	1	5	5	X
ca-2039	314	2	.	.	X
ca-2039	314	3	despite	despite	SCONJ
ca-2039	314	4	the	the	DET
ca-2039	314	5	settlement	settlement	NOUN
ca-2039	314	6	’s	’s	PART
ca-2039	314	7	illegal	illegal	ADJ
ca-2039	314	8	status	status	NOUN
ca-2039	314	9	and	and	CCONJ
ca-2039	314	10	corresponding	corresponding	ADJ
ca-2039	314	11	lack	lack	NOUN
ca-2039	314	12	of	of	ADP
ca-2039	314	13	an	an	DET
ca-2039	314	14	official	official	ADJ
ca-2039	314	15	map	map	NOUN
ca-2039	314	16	,	,	PUNCT
ca-2039	314	17	then	then	ADV
ca-2039	314	18	,	,	PUNCT
ca-2039	314	19	muhimu	muhimu	PROPN
ca-2039	314	20	was	be	AUX
ca-2039	314	21	nevertheless	nevertheless	ADV
ca-2039	314	22	heavily	heavily	ADV
ca-2039	314	23	governed	govern	VERB
ca-2039	314	24	,	,	PUNCT
ca-2039	314	25	as	as	SCONJ
ca-2039	314	26	it	it	PRON
ca-2039	314	27	was	be	AUX
ca-2039	314	28	an	an	DET
ca-2039	314	29	important	important	ADJ
ca-2039	314	30	node	node	NOUN
ca-2039	314	31	in	in	ADP
ca-2039	314	32	transnational	transnational	ADJ
ca-2039	314	33	networks	network	NOUN
ca-2039	314	34	of	of	ADP
ca-2039	314	35	care	care	NOUN
ca-2039	314	36	and	and	CCONJ
ca-2039	314	37	aid	aid	NOUN
ca-2039	314	38	,	,	PUNCT
ca-2039	314	39	as	as	ADV
ca-2039	314	40	well	well	ADV
ca-2039	314	41	as	as	ADP
ca-2039	314	42	of	of	ADP
ca-2039	314	43	resource	resource	NOUN
ca-2039	314	44	and	and	CCONJ
ca-2039	314	45	knowledge	knowledge	NOUN
ca-2039	314	46	extraction	extraction	NOUN
ca-2039	314	47	(	(	PUNCT
ca-2039	314	48	see	see	VERB
ca-2039	314	49	ferguson	ferguson	PROPN
ca-2039	314	50	2006	2006	NUM
ca-2039	314	51	,	,	PUNCT
ca-2039	314	52	40	40	NUM
ca-2039	314	53	;	;	PUNCT
ca-2039	314	54	ferguson	ferguson	PROPN
ca-2039	314	55	and	and	CCONJ
ca-2039	314	56	gupta	gupta	PROPN
ca-2039	314	57	2002	2002	NUM
ca-2039	314	58	)	)	PUNCT
ca-2039	314	59	.	.	PUNCT
ca-2039	315	1	6	6	X
ca-2039	315	2	.	.	X
ca-2039	315	3	of	of	ADP
ca-2039	315	4	course	course	NOUN
ca-2039	315	5	,	,	PUNCT
ca-2039	315	6	corporations	corporation	NOUN
ca-2039	315	7	do	do	AUX
ca-2039	315	8	not	not	PART
ca-2039	315	9	hold	hold	VERB
ca-2039	315	10	a	a	DET
ca-2039	315	11	monopoly	monopoly	NOUN
ca-2039	315	12	on	on	ADP
ca-2039	315	13	fetishizing	fetishize	VERB
ca-2039	315	14	the	the	DET
ca-2039	315	15	poor	poor	ADJ
ca-2039	315	16	.	.	PUNCT
ca-2039	316	1	academics	academic	NOUN
ca-2039	316	2	and	and	CCONJ
ca-2039	316	3	ngos	ngos	PROPN
ca-2039	316	4	have	have	AUX
ca-2039	316	5	long	long	ADV
ca-2039	316	6	celebrated	celebrate	VERB
ca-2039	316	7	poor	poor	ADJ
ca-2039	316	8	peoples	people	NOUN
ca-2039	316	9	’	'	PUNCT
ca-2039	316	10	creative	creative	ADJ
ca-2039	316	11	acts	act	NOUN
ca-2039	316	12	of	of	ADP
ca-2039	316	13	bricolage	bricolage	NOUN
ca-2039	316	14	in	in	ADP
ca-2039	316	15	the	the	DET
ca-2039	316	16	face	face	NOUN
ca-2039	316	17	of	of	ADP
ca-2039	316	18	dire	dire	ADJ
ca-2039	316	19	economic	economic	ADJ
ca-2039	316	20	circumstances	circumstance	NOUN
ca-2039	316	21	(	(	PUNCT
ca-2039	316	22	e.g.	e.g.	ADV
ca-2039	316	23	,	,	PUNCT
ca-2039	316	24	koolhaas	koolhaas	NOUN
ca-2039	316	25	et	et	PROPN
ca-2039	316	26	al	al	PROPN
ca-2039	316	27	.	.	PROPN
ca-2039	316	28	2000	2000	NUM
ca-2039	316	29	)	)	PUNCT
ca-2039	317	1	;	;	PUNCT
ca-2039	317	2	this	this	DET
ca-2039	317	3	focus	focus	NOUN
ca-2039	317	4	on	on	ADP
ca-2039	317	5	the	the	DET
ca-2039	317	6	poor	poor	ADJ
ca-2039	317	7	’s	’s	PART
ca-2039	317	8	alterity	alterity	NOUN
ca-2039	317	9	advances	advance	VERB
ca-2039	317	10	a	a	DET
ca-2039	317	11	politics	politic	NOUN
ca-2039	317	12	that	that	PRON
ca-2039	317	13	obscures	obscure	VERB
ca-2039	317	14	the	the	DET
ca-2039	317	15	structural	structural	ADJ
ca-2039	317	16	violence	violence	NOUN
ca-2039	317	17	and	and	CCONJ
ca-2039	317	18	institutional	institutional	ADJ
ca-2039	317	19	relations	relation	NOUN
ca-2039	317	20	of	of	ADP
ca-2039	317	21	power	power	NOUN
ca-2039	317	22	that	that	PRON
ca-2039	317	23	create	create	VERB
ca-2039	317	24	and	and	CCONJ
ca-2039	317	25	sustain	sustain	VERB
ca-2039	317	26	inequality	inequality	NOUN
ca-2039	317	27	.	.	PUNCT
ca-2039	318	1	7	7	X
ca-2039	318	2	.	.	X
ca-2039	318	3	on	on	ADP
ca-2039	318	4	most	most	ADJ
ca-2039	318	5	digital	digital	ADJ
ca-2039	318	6	mapping	mapping	NOUN
ca-2039	318	7	projects	project	NOUN
ca-2039	318	8	,	,	PUNCT
ca-2039	318	9	digital	digital	ADJ
ca-2039	318	10	coders	coder	NOUN
ca-2039	318	11	and	and	CCONJ
ca-2039	318	12	development	development	NOUN
ca-2039	318	13	practitioners	practitioner	NOUN
ca-2039	318	14	performed	perform	VERB
ca-2039	318	15	different	different	ADJ
ca-2039	318	16	roles	role	NOUN
ca-2039	318	17	;	;	PUNCT
ca-2039	318	18	the	the	DET
ca-2039	318	19	former	former	ADJ
ca-2039	318	20	hunkered	hunker	VERB
ca-2039	318	21	down	down	ADP
ca-2039	318	22	at	at	ADP
ca-2039	318	23	the	the	DET
ca-2039	318	24	ihub	ihub	PROPN
ca-2039	318	25	to	to	PART
ca-2039	318	26	produce	produce	VERB
ca-2039	318	27	new	new	ADJ
ca-2039	318	28	software	software	NOUN
ca-2039	318	29	,	,	PUNCT
ca-2039	318	30	while	while	SCONJ
ca-2039	318	31	the	the	DET
ca-2039	318	32	latter	latter	ADJ
ca-2039	318	33	administered	administer	VERB
ca-2039	318	34	technical	technical	ADJ
ca-2039	318	35	training	training	NOUN
ca-2039	318	36	directly	directly	ADV
ca-2039	318	37	to	to	ADP
ca-2039	318	38	settlement	settlement	NOUN
ca-2039	318	39	residents	resident	NOUN
ca-2039	318	40	.	.	PUNCT
ca-2039	319	1	8	8	X
ca-2039	319	2	.	.	PUNCT
ca-2039	319	3	while	while	SCONJ
ca-2039	319	4	anthropologists	anthropologist	NOUN
ca-2039	319	5	have	have	AUX
ca-2039	319	6	pointed	point	VERB
ca-2039	319	7	out	out	ADP
ca-2039	319	8	that	that	SCONJ
ca-2039	319	9	enthusiasm	enthusiasm	NOUN
ca-2039	319	10	for	for	ADP
ca-2039	319	11	digital	digital	ADJ
ca-2039	319	12	technology	technology	NOUN
ca-2039	319	13	in	in	ADP
ca-2039	319	14	kenya	kenya	PROPN
ca-2039	319	15	is	be	AUX
ca-2039	319	16	not	not	PART
ca-2039	319	17	universal	universal	ADJ
ca-2039	319	18	(	(	PUNCT
ca-2039	319	19	mcintosh	mcintosh	PROPN
ca-2039	319	20	2010	2010	NUM
ca-2039	319	21	;	;	PUNCT
ca-2039	319	22	mahoney	mahoney	PROPN
ca-2039	319	23	2009	2009	NUM
ca-2039	319	24	)	)	PUNCT
ca-2039	319	25	,	,	PUNCT
ca-2039	319	26	in	in	ADP
ca-2039	319	27	the	the	DET
ca-2039	319	28	capital	capital	NOUN
ca-2039	319	29	city	city	NOUN
ca-2039	319	30	of	of	ADP
ca-2039	319	31	nairobi	nairobi	PROPN
ca-2039	319	32	,	,	PUNCT
ca-2039	319	33	it	it	PRON
ca-2039	319	34	is	be	AUX
ca-2039	319	35	extremely	extremely	ADV
ca-2039	319	36	widespread	widespread	ADJ
ca-2039	319	37	.	.	PUNCT
ca-2039	320	1	in	in	ADP
ca-2039	320	2	my	my	PRON
ca-2039	320	3	more	more	ADJ
ca-2039	320	4	than	than	ADP
ca-2039	320	5	two	two	NUM
ca-2039	320	6	years	year	NOUN
ca-2039	320	7	of	of	ADP
ca-2039	320	8	fieldwork	fieldwork	NOUN
ca-2039	320	9	between	between	ADP
ca-2039	320	10	2010	2010	NUM
ca-2039	320	11	and	and	CCONJ
ca-2039	320	12	2013	2013	NUM
ca-2039	320	13	,	,	PUNCT
ca-2039	320	14	i	i	PRON
ca-2039	320	15	rarely	rarely	ADV
ca-2039	320	16	heard	hear	VERB
ca-2039	320	17	anyone	anyone	PRON
ca-2039	320	18	speak	speak	VERB
ca-2039	320	19	of	of	ADP
ca-2039	320	20	it	it	PRON
ca-2039	320	21	negatively	negatively	ADV
ca-2039	320	22	.	.	PUNCT
ca-2039	321	1	i	i	PRON
ca-2039	321	2	attribute	attribute	VERB
ca-2039	321	3	this	this	PRON
ca-2039	321	4	in	in	ADP
ca-2039	321	5	part	part	NOUN
ca-2039	321	6	to	to	ADP
ca-2039	321	7	the	the	DET
ca-2039	321	8	fact	fact	NOUN
ca-2039	321	9	that	that	SCONJ
ca-2039	321	10	my	my	PRON
ca-2039	321	11	research	research	NOUN
ca-2039	321	12	subjects	subject	NOUN
ca-2039	321	13	—	—	PUNCT
ca-2039	321	14	both	both	CCONJ
ca-2039	321	15	the	the	DET
ca-2039	321	16	urban	urban	ADJ
ca-2039	321	17	poor	poor	ADJ
ca-2039	321	18	and	and	CCONJ
ca-2039	321	19	elite	elite	ADJ
ca-2039	321	20	—	—	PUNCT
ca-2039	321	21	were	be	AUX
ca-2039	321	22	involved	involve	VERB
ca-2039	321	23	in	in	ADP
ca-2039	321	24	technology	technology	NOUN
ca-2039	321	25	projects	project	NOUN
ca-2039	321	26	.	.	PUNCT
ca-2039	322	1	yet	yet	ADV
ca-2039	322	2	i	i	PRON
ca-2039	322	3	heard	hear	VERB
ca-2039	322	4	similar	similar	ADJ
ca-2039	322	5	enthusiasm	enthusiasm	NOUN
ca-2039	322	6	expressed	express	VERB
ca-2039	322	7	colloquially	colloquially	ADV
ca-2039	322	8	by	by	ADP
ca-2039	322	9	friends	friend	NOUN
ca-2039	322	10	,	,	PUNCT
ca-2039	322	11	taxi	taxi	NOUN
ca-2039	322	12	drivers	driver	NOUN
ca-2039	322	13	,	,	PUNCT
ca-2039	322	14	service	service	NOUN
ca-2039	322	15	workers	worker	NOUN
ca-2039	322	16	,	,	PUNCT
ca-2039	322	17	and	and	CCONJ
ca-2039	322	18	civil	civil	ADJ
ca-2039	322	19	servants	servant	NOUN
ca-2039	322	20	.	.	PUNCT
ca-2039	323	1	9	9	X
ca-2039	323	2	.	.	X
ca-2039	323	3	the	the	DET
ca-2039	323	4	ihub	ihub	PROPN
ca-2039	323	5	created	create	VERB
ca-2039	323	6	an	an	DET
ca-2039	323	7	m	m	NOUN
ca-2039	323	8	-	-	ADJ
ca-2039	323	9	governance	governance	NOUN
ca-2039	323	10	project	project	NOUN
ca-2039	323	11	in	in	ADP
ca-2039	323	12	september	september	PROPN
ca-2039	323	13	2011	2011	NUM
ca-2039	323	14	with	with	ADP
ca-2039	323	15	the	the	DET
ca-2039	323	16	intent	intent	NOUN
ca-2039	323	17	to	to	PART
ca-2039	323	18	“	"	PUNCT
ca-2039	323	19	evaluate	evaluate	VERB
ca-2039	323	20	how	how	SCONJ
ca-2039	323	21	mobile	mobile	ADJ
ca-2039	323	22	phone	phone	NOUN
ca-2039	323	23	technology	technology	NOUN
ca-2039	323	24	[	[	X
ca-2039	323	25	could	could	AUX
ca-2039	323	26	]	]	PART
ca-2039	323	27	be	be	AUX
ca-2039	323	28	used	use	VERB
ca-2039	323	29	to	to	PART
ca-2039	323	30	improve	improve	VERB
ca-2039	323	31	kenyan	kenyan	ADJ
ca-2039	323	32	governance	governance	NOUN
ca-2039	323	33	,	,	PUNCT
ca-2039	323	34	especially	especially	ADV
ca-2039	323	35	in	in	ADP
ca-2039	323	36	enhancing	enhance	VERB
ca-2039	323	37	transparency	transparency	NOUN
ca-2039	323	38	through	through	ADP
ca-2039	323	39	access	access	NOUN
ca-2039	323	40	to	to	ADP
ca-2039	323	41	water	water	NOUN
ca-2039	323	42	information	information	NOUN
ca-2039	323	43	,	,	PUNCT
ca-2039	323	44	service	service	NOUN
ca-2039	323	45	charters	charter	NOUN
ca-2039	323	46	and	and	CCONJ
ca-2039	323	47	effective	effective	ADJ
ca-2039	323	48	communication	communication	NOUN
ca-2039	323	49	amongst	amongst	ADP
ca-2039	323	50	the	the	DET
ca-2039	323	51	different	different	ADJ
ca-2039	323	52	stakeholders	stakeholder	NOUN
ca-2039	323	53	”	"	PUNCT
ca-2039	323	54	(	(	PUNCT
ca-2039	323	55	ihub	ihub	PROPN
ca-2039	323	56	research	research	PROPN
ca-2039	323	57	n.d	n.d	PROPN
ca-2039	323	58	.	.	PROPN
ca-2039	323	59	)	)	PUNCT
ca-2039	323	60	.	.	PUNCT
ca-2039	324	1	it	it	PRON
ca-2039	324	2	hoped	hope	VERB
ca-2039	324	3	to	to	PART
ca-2039	324	4	replicate	replicate	VERB
ca-2039	324	5	this	this	DET
ca-2039	324	6	project	project	NOUN
ca-2039	324	7	in	in	ADP
ca-2039	324	8	other	other	ADJ
ca-2039	324	9	sectors	sector	NOUN
ca-2039	324	10	,	,	PUNCT
ca-2039	324	11	including	include	VERB
ca-2039	324	12	education	education	NOUN
ca-2039	324	13	,	,	PUNCT
ca-2039	324	14	health	health	NOUN
ca-2039	324	15	,	,	PUNCT
ca-2039	324	16	and	and	CCONJ
ca-2039	324	17	infrastructure	infrastructure	NOUN
ca-2039	324	18	.	.	PUNCT
ca-2039	325	1	10	10	NUM
ca-2039	325	2	.	.	PUNCT
ca-2039	326	1	in	in	ADP
ca-2039	326	2	a	a	DET
ca-2039	326	3	similar	similar	ADJ
ca-2039	326	4	vein	vein	NOUN
ca-2039	326	5	,	,	PUNCT
ca-2039	326	6	recent	recent	ADJ
ca-2039	326	7	anthropological	anthropological	ADJ
ca-2039	326	8	scholarship	scholarship	NOUN
ca-2039	326	9	has	have	AUX
ca-2039	326	10	drawn	draw	VERB
ca-2039	326	11	attention	attention	NOUN
ca-2039	326	12	to	to	ADP
ca-2039	326	13	the	the	DET
ca-2039	326	14	material	material	NOUN
ca-2039	326	15	mediations	mediation	NOUN
ca-2039	326	16	of	of	ADP
ca-2039	326	17	infrastructure	infrastructure	NOUN
ca-2039	326	18	,	,	PUNCT
ca-2039	326	19	highlighting	highlight	VERB
ca-2039	326	20	how	how	SCONJ
ca-2039	326	21	citizenship	citizenship	NOUN
ca-2039	326	22	and	and	CCONJ
ca-2039	326	23	the	the	DET
ca-2039	326	24	public	public	ADJ
ca-2039	326	25	sphere	sphere	NOUN
ca-2039	326	26	are	be	AUX
ca-2039	326	27	produced	produce	VERB
ca-2039	326	28	in	in	ADP
ca-2039	326	29	and	and	CCONJ
ca-2039	326	30	through	through	ADP
ca-2039	326	31	the	the	DET
ca-2039	326	32	tangible	tangible	ADJ
ca-2039	326	33	world	world	NOUN
ca-2039	326	34	of	of	ADP
ca-2039	326	35	pipes	pipe	NOUN
ca-2039	326	36	and	and	CCONJ
ca-2039	326	37	grids	grid	NOUN
ca-2039	326	38	as	as	ADV
ca-2039	326	39	much	much	ADV
ca-2039	326	40	as	as	ADP
ca-2039	326	41	through	through	ADP
ca-2039	326	42	the	the	DET
ca-2039	326	43	discourse	discourse	NOUN
ca-2039	326	44	and	and	CCONJ
ca-2039	326	45	publicity	publicity	NOUN
ca-2039	326	46	foregrounded	foreground	VERB
ca-2039	326	47	in	in	ADP
ca-2039	326	48	liberal	liberal	ADJ
ca-2039	326	49	conceptions	conception	NOUN
ca-2039	326	50	of	of	ADP
ca-2039	326	51	political	political	ADJ
ca-2039	326	52	life	life	NOUN
ca-2039	326	53	(	(	PUNCT
ca-2039	326	54	anand	anand	NOUN
ca-2039	326	55	2011	2011	NUM
ca-2039	326	56	;	;	PUNCT
ca-2039	326	57	appel	appel	PROPN
ca-2039	326	58	2012	2012	NUM
ca-2039	326	59	;	;	PUNCT
ca-2039	326	60	von	von	PROPN
ca-2039	326	61	schnitzler	schnitzler	PROPN
ca-2039	326	62	2013	2013	NUM
ca-2039	326	63	)	)	PUNCT
ca-2039	326	64	.	.	PUNCT
ca-2039	327	1	11	11	NUM
ca-2039	327	2	.	.	X
ca-2039	328	1	of	of	ADP
ca-2039	328	2	course	course	NOUN
ca-2039	328	3	,	,	PUNCT
ca-2039	328	4	this	this	PRON
ca-2039	328	5	does	do	AUX
ca-2039	328	6	not	not	PART
ca-2039	328	7	mean	mean	VERB
ca-2039	328	8	that	that	SCONJ
ca-2039	328	9	the	the	DET
ca-2039	328	10	representations	representation	NOUN
ca-2039	328	11	muhimu	muhimu	NOUN
ca-2039	328	12	residents	resident	NOUN
ca-2039	328	13	produced	produce	VERB
ca-2039	328	14	were	be	AUX
ca-2039	328	15	unmediated	unmediated	ADJ
ca-2039	328	16	by	by	ADP
ca-2039	328	17	such	such	ADJ
ca-2039	328	18	actors	actor	NOUN
ca-2039	328	19	.	.	PUNCT
ca-2039	329	1	nevertheless	nevertheless	ADV
ca-2039	329	2	,	,	PUNCT
ca-2039	329	3	the	the	DET
ca-2039	329	4	maps	map	NOUN
ca-2039	329	5	arguably	arguably	ADV
ca-2039	329	6	conferred	confer	VERB
ca-2039	329	7	the	the	DET
ca-2039	329	8	possibility	possibility	NOUN
ca-2039	329	9	of	of	ADP
ca-2039	329	10	greater	great	ADJ
ca-2039	329	11	autonomy	autonomy	NOUN
ca-2039	329	12	and	and	CCONJ
ca-2039	329	13	control	control	NOUN
ca-2039	329	14	over	over	ADP
ca-2039	329	15	one	one	NUM
ca-2039	329	16	’s	’s	PART
ca-2039	329	17	image	image	NOUN
ca-2039	329	18	than	than	SCONJ
ca-2039	329	19	residents	resident	NOUN
ca-2039	329	20	had	have	AUX
ca-2039	329	21	previously	previously	ADV
ca-2039	329	22	experienced	experience	VERB
ca-2039	329	23	.	.	PUNCT
ca-2039	330	1	12	12	NUM
ca-2039	330	2	.	.	PUNCT
ca-2039	331	1	this	this	PRON
ca-2039	331	2	is	be	AUX
ca-2039	331	3	a	a	DET
ca-2039	331	4	suggestion	suggestion	NOUN
ca-2039	331	5	also	also	ADV
ca-2039	331	6	made	make	VERB
ca-2039	331	7	in	in	ADP
ca-2039	331	8	the	the	DET
ca-2039	331	9	critical	critical	ADJ
ca-2039	331	10	accounting	accounting	NOUN
ca-2039	331	11	literature	literature	NOUN
ca-2039	331	12	on	on	ADP
ca-2039	331	13	the	the	DET
ca-2039	331	14	social	social	ADJ
ca-2039	331	15	power	power	NOUN
ca-2039	331	16	of	of	ADP
ca-2039	331	17	numbers	number	NOUN
ca-2039	331	18	(	(	PUNCT
ca-2039	331	19	e.g.	e.g.	ADV
ca-2039	331	20	,	,	PUNCT
ca-2039	331	21	bloomfield	bloomfield	PROPN
ca-2039	331	22	and	and	CCONJ
ca-2039	331	23	vurdubakis	vurdubaki	NOUN
ca-2039	331	24	1997	1997	NUM
ca-2039	331	25	)	)	PUNCT
ca-2039	331	26	.	.	PUNCT
ca-2039	332	1	references	reference	NOUN
ca-2039	332	2	amnesty	amnesty	VERB
ca-2039	332	3	international	international	ADJ
ca-2039	332	4	2012	2012	NUM
ca-2039	332	5	“	"	PUNCT
ca-2039	332	6	speaking	speak	VERB
ca-2039	332	7	up	up	ADP
ca-2039	332	8	from	from	ADP
ca-2039	332	9	the	the	DET
ca-2039	332	10	slums	slum	NOUN
ca-2039	332	11	.	.	PUNCT
ca-2039	332	12	”	"	PUNCT
ca-2039	333	1	news	news	NOUN
ca-2039	333	2	article	article	NOUN
ca-2039	333	3	,	,	PUNCT
ca-2039	333	4	april	april	PROPN
ca-2039	333	5	24	24	NUM
ca-2039	333	6	.	.	PUNCT
ca-2039	334	1	http://www.amnestyusa.org/news/news-item/speaking-up-from-the-slums	http://www.amnestyusa.org/news/news-item/speaking-up-from-the-slum	NOUN
ca-2039	334	2	.	.	PUNCT
ca-2039	335	1	anand	anand	PROPN
ca-2039	335	2	,	,	PUNCT
ca-2039	335	3	nikhil	nikhil	PROPN
ca-2039	335	4	2011	2011	NUM
ca-2039	335	5	“	"	PUNCT
ca-2039	335	6	pressure	pressure	NOUN
ca-2039	335	7	:	:	PUNCT
ca-2039	335	8	the	the	DET
ca-2039	335	9	politechnics	politechnic	NOUN
ca-2039	335	10	of	of	ADP
ca-2039	335	11	water	water	NOUN
ca-2039	335	12	supply	supply	NOUN
ca-2039	335	13	in	in	ADP
ca-2039	335	14	mumbai	mumbai	PROPN
ca-2039	335	15	.	.	PUNCT
ca-2039	335	16	”	"	PUNCT
ca-2039	336	1	cultural	cultural	ADJ
ca-2039	336	2	anthropology	anthropology	NOUN
ca-2039	336	3	26	26	NUM
ca-2039	336	4	,	,	PUNCT
ca-2039	336	5	no	no	INTJ
ca-2039	336	6	.	.	NOUN
ca-2039	336	7	4	4	NUM
ca-2039	336	8	:	:	PUNCT
ca-2039	336	9	542–63	542–63	NUM
ca-2039	336	10	.	.	PUNCT
ca-2039	336	11	http://dx.doi.org/10.1111/j.1548-1360.2011.01111.x	http://dx.doi.org/10.1111/j.1548-1360.2011.01111.x	NOUN
ca-2039	336	12	.	.	PUNCT
ca-2039	337	1	anderson	anderson	PROPN
ca-2039	337	2	,	,	PUNCT
ca-2039	337	3	benedict	benedict	PROPN
ca-2039	337	4	1991	1991	NUM
ca-2039	337	5	imagined	imagine	VERB
ca-2039	337	6	communities	community	NOUN
ca-2039	337	7	:	:	PUNCT
ca-2039	337	8	reflections	reflection	NOUN
ca-2039	337	9	on	on	ADP
ca-2039	337	10	the	the	DET
ca-2039	337	11	origins	origin	NOUN
ca-2039	337	12	and	and	CCONJ
ca-2039	337	13	spread	spread	VERB
ca-2039	337	14	of	of	ADP
ca-2039	337	15	nationalism	nationalism	NOUN
ca-2039	337	16	.	.	PUNCT
ca-2039	338	1	revised	revise	VERB
ca-2039	338	2	edition	edition	NOUN
ca-2039	338	3	.	.	PUNCT
ca-2039	339	1	london	london	PROPN
ca-2039	339	2	:	:	PUNCT
ca-2039	339	3	verso	verso	ADJ
ca-2039	339	4	.	.	PUNCT
ca-2039	340	1	appel	appel	PROPN
ca-2039	340	2	,	,	PUNCT
ca-2039	340	3	hannah	hannah	PROPN
ca-2039	340	4	c.	c.	PROPN
ca-2039	340	5	2012	2012	NUM
ca-2039	340	6	“	"	PUNCT
ca-2039	340	7	walls	wall	NOUN
ca-2039	340	8	and	and	CCONJ
ca-2039	340	9	white	white	ADJ
ca-2039	340	10	elephants	elephant	NOUN
ca-2039	340	11	:	:	PUNCT
ca-2039	340	12	oil	oil	NOUN
ca-2039	340	13	extraction	extraction	NOUN
ca-2039	340	14	,	,	PUNCT
ca-2039	340	15	responsibility	responsibility	NOUN
ca-2039	340	16	,	,	PUNCT
ca-2039	340	17	and	and	CCONJ
ca-2039	340	18	infrastructural	infrastructural	ADJ
ca-2039	340	19	violence	violence	NOUN
ca-2039	340	20	in	in	ADP
ca-2039	340	21	equatorial	equatorial	ADJ
ca-2039	340	22	guinea	guinea	NOUN
ca-2039	340	23	.	.	PUNCT
ca-2039	340	24	”	"	PUNCT
ca-2039	341	1	ethnography	ethnography	NOUN
ca-2039	341	2	13	13	NUM
ca-2039	341	3	,	,	PUNCT
ca-2039	341	4	no	no	INTJ
ca-2039	341	5	.	.	NOUN
ca-2039	341	6	4	4	NUM
ca-2039	341	7	:	:	PUNCT
ca-2039	341	8	439–65	439–65	NUM
ca-2039	341	9	.	.	PUNCT
ca-2039	342	1	http://dx.doi.org/10.1177/1466138111435741	http://dx.doi.org/10.1177/1466138111435741	PROPN
ca-2039	342	2	.	.	PUNCT
ca-2039	343	1	ballestero	ballestero	PROPN
ca-2039	343	2	s.	s.	PROPN
ca-2039	343	3	,	,	PUNCT
ca-2039	343	4	andrea	andrea	PROPN
ca-2039	343	5	2012	2012	NUM
ca-2039	343	6	“	"	PUNCT
ca-2039	343	7	transparency	transparency	NOUN
ca-2039	343	8	in	in	ADP
ca-2039	343	9	triads	triad	NOUN
ca-2039	343	10	.	.	PUNCT
ca-2039	343	11	”	"	PUNCT
ca-2039	344	1	polar	polar	ADJ
ca-2039	344	2	:	:	PUNCT
ca-2039	344	3	political	political	ADJ
ca-2039	344	4	and	and	CCONJ
ca-2039	344	5	legal	legal	ADJ
ca-2039	344	6	anthropology	anthropology	NOUN
ca-2039	344	7	review	review	NOUN
ca-2039	344	8	35	35	NUM
ca-2039	344	9	,	,	PUNCT
ca-2039	344	10	no	no	INTJ
ca-2039	344	11	.	.	NOUN
ca-2039	344	12	2	2	NUM
ca-2039	344	13	:	:	PUNCT
ca-2039	344	14	160–66	160–66	NUM
ca-2039	344	15	.	.	PUNCT
ca-2039	345	1	http://dx.doi.org/10.1111/j.1555-2934.2012.01196.x	http://dx.doi.org/10.1111/j.1555-2934.2012.01196.x	NOUN
ca-2039	345	2	.	.	PUNCT
ca-2039	345	3	berger	berger	PROPN
ca-2039	345	4	,	,	PUNCT
ca-2039	345	5	john	john	PROPN
ca-2039	345	6	1972	1972	NUM
ca-2039	345	7	ways	way	NOUN
ca-2039	345	8	of	of	ADP
ca-2039	345	9	seeing	see	VERB
ca-2039	345	10	.	.	PUNCT
ca-2039	346	1	london	london	PROPN
ca-2039	346	2	:	:	PUNCT
ca-2039	346	3	penguin	penguin	PROPN
ca-2039	346	4	.	.	PUNCT
ca-2039	347	1	bloomfield	bloomfield	PROPN
ca-2039	347	2	,	,	PUNCT
ca-2039	347	3	brian	brian	PROPN
ca-2039	347	4	p.	p.	PROPN
ca-2039	347	5	,	,	PUNCT
ca-2039	347	6	and	and	CCONJ
ca-2039	347	7	theo	theo	PROPN
ca-2039	347	8	vurdubakis	vurdubaki	NOUN
ca-2039	347	9	1997	1997	NUM
ca-2039	347	10	“	"	PUNCT
ca-2039	347	11	visions	vision	NOUN
ca-2039	347	12	of	of	ADP
ca-2039	347	13	organisation	organisation	NOUN
ca-2039	347	14	and	and	CCONJ
ca-2039	347	15	organisations	organisation	NOUN
ca-2039	347	16	of	of	ADP
ca-2039	347	17	vision	vision	NOUN
ca-2039	347	18	:	:	PUNCT
ca-2039	347	19	the	the	DET
ca-2039	347	20	representational	representational	ADJ
ca-2039	347	21	practices	practice	NOUN
ca-2039	347	22	of	of	ADP
ca-2039	347	23	information	information	NOUN
ca-2039	347	24	systems	system	NOUN
ca-2039	347	25	development	development	NOUN
ca-2039	347	26	.	.	PUNCT
ca-2039	347	27	”	"	PUNCT
ca-2039	348	1	accounting	accounting	NOUN
ca-2039	348	2	,	,	PUNCT
ca-2039	348	3	organizations	organization	NOUN
ca-2039	348	4	and	and	CCONJ
ca-2039	348	5	society	society	NOUN
ca-2039	348	6	22	22	NUM
ca-2039	348	7	,	,	PUNCT
ca-2039	348	8	no	no	INTJ
ca-2039	348	9	.	.	NOUN
ca-2039	348	10	7	7	NUM
ca-2039	348	11	:	:	PUNCT
ca-2039	348	12	639–68	639–68	NOUN
ca-2039	348	13	.	.	PUNCT
ca-2039	349	1	http://dx.doi.org/10.1016/s0361-3682(96)00024-4	http://dx.doi.org/10.1016/s0361-3682(96)00024-4	PROPN
ca-2039	349	2	.	.	PROPN
ca-2039	349	3	burchell	burchell	PROPN
ca-2039	349	4	,	,	PUNCT
ca-2039	349	5	graham	graham	PROPN
ca-2039	349	6	,	,	PUNCT
ca-2039	349	7	colin	colin	PROPN
ca-2039	349	8	gordon	gordon	PROPN
ca-2039	349	9	,	,	PUNCT
ca-2039	349	10	and	and	CCONJ
ca-2039	349	11	peter	peter	PROPN
ca-2039	349	12	miller	miller	PROPN
ca-2039	349	13	,	,	PUNCT
ca-2039	349	14	eds	eds	PROPN
ca-2039	349	15	.	.	PROPN
ca-2039	349	16	1991	1991	NUM
ca-2039	349	17	the	the	DET
ca-2039	349	18	foucault	foucault	PROPN
ca-2039	349	19	effect	effect	NOUN
ca-2039	349	20	:	:	PUNCT
ca-2039	349	21	studies	study	NOUN
ca-2039	349	22	in	in	ADP
ca-2039	349	23	governmentality	governmentality	NOUN
ca-2039	349	24	.	.	PUNCT
ca-2039	350	1	chicago	chicago	PROPN
ca-2039	350	2	:	:	PUNCT
ca-2039	351	1	university	university	NOUN
ca-2039	351	2	of	of	ADP
ca-2039	351	3	chicago	chicago	PROPN
ca-2039	351	4	press	press	PROPN
ca-2039	351	5	.	.	PUNCT
ca-2039	352	1	burrell	burrell	PROPN
ca-2039	352	2	,	,	PUNCT
ca-2039	352	3	jenna	jenna	PROPN
ca-2039	352	4	2012	2012	NUM
ca-2039	352	5	invisible	invisible	ADJ
ca-2039	352	6	users	user	NOUN
ca-2039	352	7	:	:	PUNCT
ca-2039	352	8	youth	youth	NOUN
ca-2039	352	9	in	in	ADP
ca-2039	352	10	the	the	DET
ca-2039	352	11	internet	internet	NOUN
ca-2039	352	12	cafés	cafés	NOUN
ca-2039	352	13	of	of	ADP
ca-2039	352	14	urban	urban	PROPN
ca-2039	352	15	ghana	ghana	PROPN
ca-2039	352	16	.	.	PUNCT
ca-2039	353	1	cambridge	cambridge	PROPN
ca-2039	353	2	,	,	PUNCT
ca-2039	353	3	mass	mass	PROPN
ca-2039	353	4	.	.	PUNCT
ca-2039	353	5	:	:	PUNCT
ca-2039	354	1	mit	mit	VERB
ca-2039	354	2	press	press	NOUN
ca-2039	354	3	.	.	PUNCT
ca-2039	355	1	coleman	coleman	PROPN
ca-2039	355	2	,	,	PUNCT
ca-2039	355	3	gabriella	gabriella	PROPN
ca-2039	355	4	2009	2009	NUM
ca-2039	355	5	“	"	PUNCT
ca-2039	355	6	code	code	NOUN
ca-2039	355	7	is	be	AUX
ca-2039	355	8	speech	speech	NOUN
ca-2039	355	9	:	:	PUNCT
ca-2039	355	10	legal	legal	ADJ
ca-2039	355	11	tinkering	tinkering	NOUN
ca-2039	355	12	,	,	PUNCT
ca-2039	355	13	expertise	expertise	NOUN
ca-2039	355	14	,	,	PUNCT
ca-2039	355	15	and	and	CCONJ
ca-2039	355	16	protest	protest	NOUN
ca-2039	355	17	among	among	ADP
ca-2039	355	18	free	free	ADJ
ca-2039	355	19	and	and	CCONJ
ca-2039	355	20	open	open	ADJ
ca-2039	355	21	source	source	NOUN
ca-2039	355	22	software	software	NOUN
ca-2039	355	23	developers	developer	NOUN
ca-2039	355	24	.	.	PUNCT
ca-2039	355	25	”	"	PUNCT
ca-2039	356	1	cultural	cultural	ADJ
ca-2039	356	2	anthropology	anthropology	NOUN
ca-2039	356	3	24	24	NUM
ca-2039	356	4	,	,	PUNCT
ca-2039	356	5	no	no	INTJ
ca-2039	356	6	.	.	NOUN
ca-2039	357	1	3	3	NUM
ca-2039	357	2	:	:	PUNCT
ca-2039	357	3	420–54	420–54	NUM
ca-2039	357	4	.	.	PUNCT
ca-2039	357	5	http://dx.doi.org/10.1111/j.1548-1360.2009.01036.x	http://dx.doi.org/10.1111/j.1548-1360.2009.01036.x	NOUN
ca-2039	357	6	.	.	NOUN
ca-2039	357	7	comaroff	comaroff	PROPN
ca-2039	357	8	,	,	PUNCT
ca-2039	357	9	jean	jean	PROPN
ca-2039	357	10	,	,	PUNCT
ca-2039	357	11	and	and	CCONJ
ca-2039	358	1	john	john	PROPN
ca-2039	358	2	l.	l.	PROPN
ca-2039	358	3	comaroff	comaroff	PROPN
ca-2039	358	4	2011	2011	NUM
ca-2039	358	5	theory	theory	NOUN
ca-2039	358	6	from	from	ADP
ca-2039	358	7	the	the	DET
ca-2039	358	8	south	south	NOUN
ca-2039	358	9	:	:	PUNCT
ca-2039	358	10	or	or	CCONJ
ca-2039	358	11	,	,	PUNCT
ca-2039	358	12	how	how	SCONJ
ca-2039	358	13	euro	euro	PROPN
ca-2039	358	14	-	-	PUNCT
ca-2039	358	15	america	america	PROPN
ca-2039	358	16	is	be	AUX
ca-2039	358	17	evolving	evolve	VERB
ca-2039	358	18	toward	toward	ADP
ca-2039	358	19	africa	africa	PROPN
ca-2039	358	20	.	.	PUNCT
ca-2039	359	1	boulder	boulder	PROPN
ca-2039	359	2	,	,	PUNCT
ca-2039	359	3	colo	colo	PROPN
ca-2039	359	4	.	.	PUNCT
ca-2039	359	5	:	:	PUNCT
ca-2039	360	1	paradigm	paradigm	NOUN
ca-2039	360	2	.	.	PUNCT
ca-2039	361	1	cooper	cooper	PROPN
ca-2039	361	2	,	,	PUNCT
ca-2039	361	3	frederick	frederick	PROPN
ca-2039	361	4	1997	1997	NUM
ca-2039	361	5	from	from	ADP
ca-2039	361	6	slaves	slave	NOUN
ca-2039	361	7	to	to	ADP
ca-2039	361	8	squatters	squatter	NOUN
ca-2039	361	9	:	:	PUNCT
ca-2039	361	10	plantation	plantation	NOUN
ca-2039	361	11	labor	labor	NOUN
ca-2039	361	12	and	and	CCONJ
ca-2039	361	13	agriculture	agriculture	NOUN
ca-2039	361	14	in	in	ADP
ca-2039	361	15	zanzibar	zanzibar	NOUN
ca-2039	361	16	and	and	CCONJ
ca-2039	361	17	coastal	coastal	ADJ
ca-2039	361	18	kenya	kenya	NOUN
ca-2039	361	19	,	,	PUNCT
ca-2039	361	20	1890–1925	1890–1925	NUM
ca-2039	361	21	.	.	PUNCT
ca-2039	362	1	london	london	PROPN
ca-2039	362	2	:	:	PUNCT
ca-2039	362	3	heinemann	heinemann	PROPN
ca-2039	362	4	.	.	PUNCT
ca-2039	362	5	cooper	cooper	PROPN
ca-2039	362	6	,	,	PUNCT
ca-2039	362	7	frederick	frederick	PROPN
ca-2039	362	8	,	,	PUNCT
ca-2039	362	9	and	and	CCONJ
ca-2039	362	10	ann	ann	PROPN
ca-2039	362	11	laura	laura	PROPN
ca-2039	362	12	stoler	stoler	PROPN
ca-2039	362	13	,	,	PUNCT
ca-2039	362	14	eds	ed	NOUN
ca-2039	362	15	.	.	NOUN
ca-2039	362	16	1997	1997	NUM
ca-2039	362	17	tensions	tension	NOUN
ca-2039	362	18	of	of	ADP
ca-2039	362	19	empire	empire	NOUN
ca-2039	362	20	:	:	PUNCT
ca-2039	362	21	colonial	colonial	ADJ
ca-2039	362	22	cultures	culture	NOUN
ca-2039	362	23	in	in	ADP
ca-2039	362	24	a	a	DET
ca-2039	362	25	bourgeois	bourgeois	ADJ
ca-2039	362	26	world	world	NOUN
ca-2039	362	27	.	.	PUNCT
ca-2039	363	1	berkeley	berkeley	PROPN
ca-2039	363	2	:	:	PUNCT
ca-2039	363	3	university	university	PROPN
ca-2039	363	4	of	of	ADP
ca-2039	363	5	california	california	PROPN
ca-2039	363	6	press	press	PROPN
ca-2039	363	7	.	.	PUNCT
ca-2039	364	1	de	de	PROPN
ca-2039	364	2	bruijn	bruijn	PROPN
ca-2039	364	3	,	,	PUNCT
ca-2039	364	4	mirjam	mirjam	PROPN
ca-2039	364	5	,	,	PUNCT
ca-2039	364	6	francis	francis	PROPN
ca-2039	364	7	nyamnjoh	nyamnjoh	PROPN
ca-2039	364	8	,	,	PUNCT
ca-2039	364	9	and	and	CCONJ
ca-2039	364	10	inge	inge	PROPN
ca-2039	364	11	brinkman	brinkman	PROPN
ca-2039	364	12	,	,	PUNCT
ca-2039	364	13	eds	eds	PROPN
ca-2039	364	14	.	.	PROPN
ca-2039	364	15	2009	2009	NUM
ca-2039	364	16	mobile	mobile	ADJ
ca-2039	364	17	phones	phone	NOUN
ca-2039	364	18	:	:	PUNCT
ca-2039	364	19	the	the	DET
ca-2039	364	20	new	new	ADJ
ca-2039	364	21	talking	talking	NOUN
ca-2039	364	22	drums	drum	NOUN
ca-2039	364	23	of	of	ADP
ca-2039	364	24	everyday	everyday	PROPN
ca-2039	364	25	africa	africa	PROPN
ca-2039	364	26	.	.	PUNCT
ca-2039	365	1	bamenda	bamenda	PROPN
ca-2039	365	2	,	,	PUNCT
ca-2039	365	3	cameroon	cameroon	PROPN
ca-2039	365	4	and	and	CCONJ
ca-2039	365	5	leiden	leiden	PROPN
ca-2039	365	6	:	:	PUNCT
ca-2039	366	1	langaa	langaa	NOUN
ca-2039	366	2	and	and	CCONJ
ca-2039	366	3	african	african	ADJ
ca-2039	366	4	studies	study	NOUN
ca-2039	366	5	centre	centre	NOUN
ca-2039	366	6	.	.	PUNCT
ca-2039	367	1	dean	dean	PROPN
ca-2039	367	2	,	,	PUNCT
ca-2039	367	3	jodi	jodi	PROPN
ca-2039	367	4	2002	2002	NUM
ca-2039	367	5	publicity	publicity	NOUN
ca-2039	367	6	’s	’s	PART
ca-2039	367	7	secret	secret	ADJ
ca-2039	367	8	:	:	PUNCT
ca-2039	367	9	how	how	SCONJ
ca-2039	367	10	technoculture	technoculture	NOUN
ca-2039	367	11	capitalizes	capitalize	VERB
ca-2039	367	12	on	on	ADP
ca-2039	367	13	democracy	democracy	NOUN
ca-2039	367	14	.	.	PUNCT
ca-2039	368	1	ithaca	ithaca	PROPN
ca-2039	368	2	,	,	PUNCT
ca-2039	368	3	n.y	n.y	PROPN
ca-2039	368	4	.	.	PROPN
ca-2039	368	5	:	:	PUNCT
ca-2039	369	1	cornell	cornell	PROPN
ca-2039	369	2	university	university	PROPN
ca-2039	369	3	press	press	NOUN
ca-2039	369	4	.	.	PUNCT
ca-2039	370	1	dolan	dolan	PROPN
ca-2039	370	2	,	,	PUNCT
ca-2039	370	3	gabriel	gabriel	PROPN
ca-2039	370	4	2012	2012	NUM
ca-2039	370	5	“	"	PUNCT
ca-2039	370	6	evictions	eviction	VERB
ca-2039	370	7	the	the	DET
ca-2039	370	8	biggest	big	ADJ
ca-2039	370	9	legacy	legacy	NOUN
ca-2039	370	10	of	of	ADP
ca-2039	370	11	government	government	NOUN
ca-2039	370	12	.	.	PUNCT
ca-2039	370	13	”	"	PUNCT
ca-2039	371	1	the	the	DET
ca-2039	371	2	daily	daily	ADJ
ca-2039	371	3	nation	nation	NOUN
ca-2039	371	4	,	,	PUNCT
ca-2039	371	5	october	october	PROPN
ca-2039	371	6	26	26	NUM
ca-2039	371	7	.	.	PUNCT
ca-2039	371	8	economist	economist	NOUN
ca-2039	371	9	2008	2008	NUM
ca-2039	371	10	“	"	PUNCT
ca-2039	371	11	africa	africa	PROPN
ca-2039	371	12	calling	calling	NOUN
ca-2039	371	13	.	.	PUNCT
ca-2039	371	14	”	"	PUNCT
ca-2039	372	1	june	june	PROPN
ca-2039	372	2	5	5	NUM
ca-2039	372	3	.	.	PUNCT
ca-2039	372	4	http://www.economist.com/node/11488505	http://www.economist.com/node/11488505	PROPN
ca-2039	372	5	.	.	PROPN
ca-2039	372	6	elkins	elkins	PROPN
ca-2039	372	7	,	,	PUNCT
ca-2039	372	8	caroline	caroline	PROPN
ca-2039	372	9	2005	2005	NUM
ca-2039	372	10	imperial	imperial	ADJ
ca-2039	372	11	reckoning	reckoning	NOUN
ca-2039	372	12	:	:	PUNCT
ca-2039	372	13	the	the	DET
ca-2039	372	14	untold	untold	ADJ
ca-2039	372	15	story	story	NOUN
ca-2039	372	16	of	of	ADP
ca-2039	372	17	britain	britain	PROPN
ca-2039	372	18	’s	’s	PART
ca-2039	372	19	gulag	gulag	PROPN
ca-2039	372	20	in	in	ADP
ca-2039	372	21	kenya	kenya	PROPN
ca-2039	372	22	.	.	PUNCT
ca-2039	373	1	new	new	PROPN
ca-2039	373	2	york	york	PROPN
ca-2039	373	3	:	:	PUNCT
ca-2039	374	1	henry	henry	PROPN
ca-2039	374	2	holt	holt	PROPN
ca-2039	374	3	.	.	PUNCT
ca-2039	374	4	ferguson	ferguson	PROPN
ca-2039	374	5	,	,	PUNCT
ca-2039	374	6	james	james	PROPN
ca-2039	374	7	1990	1990	NUM
ca-2039	374	8	the	the	DET
ca-2039	374	9	anti	anti	ADJ
ca-2039	374	10	-	-	ADJ
ca-2039	374	11	politics	politics	ADJ
ca-2039	374	12	machine	machine	NOUN
ca-2039	374	13	:	:	PUNCT
ca-2039	374	14	“	"	PUNCT
ca-2039	374	15	development	development	NOUN
ca-2039	374	16	,	,	PUNCT
ca-2039	374	17	”	"	PUNCT
ca-2039	374	18	depoliticization	depoliticization	NOUN
ca-2039	374	19	,	,	PUNCT
ca-2039	374	20	and	and	CCONJ
ca-2039	374	21	bureaucratic	bureaucratic	ADJ
ca-2039	374	22	power	power	NOUN
ca-2039	374	23	in	in	ADP
ca-2039	374	24	lesotho	lesotho	PROPN
ca-2039	374	25	.	.	PUNCT
ca-2039	374	26	minneapolis	minneapolis	PROPN
ca-2039	374	27	:	:	PUNCT
ca-2039	374	28	university	university	PROPN
ca-2039	374	29	of	of	ADP
ca-2039	374	30	minnesota	minnesota	PROPN
ca-2039	374	31	press	press	PROPN
ca-2039	374	32	.	.	PUNCT
ca-2039	375	1	2006	2006	NUM
ca-2039	375	2	global	global	ADJ
ca-2039	375	3	shadows	shadow	NOUN
ca-2039	375	4	:	:	PUNCT
ca-2039	375	5	africa	africa	PROPN
ca-2039	375	6	in	in	ADP
ca-2039	375	7	the	the	DET
ca-2039	375	8	neoliberal	neoliberal	ADJ
ca-2039	375	9	world	world	NOUN
ca-2039	375	10	order	order	NOUN
ca-2039	375	11	.	.	PUNCT
ca-2039	376	1	durham	durham	PROPN
ca-2039	376	2	,	,	PUNCT
ca-2039	376	3	n.c	n.c	PROPN
ca-2039	376	4	.	.	PROPN
ca-2039	376	5	:	:	PUNCT
ca-2039	377	1	duke	duke	PROPN
ca-2039	377	2	university	university	PROPN
ca-2039	377	3	press	press	NOUN
ca-2039	377	4	.	.	PUNCT
ca-2039	378	1	ferguson	ferguson	PROPN
ca-2039	378	2	,	,	PUNCT
ca-2039	378	3	james	james	PROPN
ca-2039	378	4	,	,	PUNCT
ca-2039	378	5	and	and	CCONJ
ca-2039	378	6	akhil	akhil	PROPN
ca-2039	378	7	gupta	gupta	PROPN
ca-2039	378	8	2002	2002	NUM
ca-2039	378	9	“	"	PUNCT
ca-2039	378	10	spatializing	spatialize	VERB
ca-2039	378	11	states	state	NOUN
ca-2039	378	12	:	:	PUNCT
ca-2039	378	13	toward	toward	ADP
ca-2039	378	14	an	an	DET
ca-2039	378	15	ethnography	ethnography	NOUN
ca-2039	378	16	of	of	ADP
ca-2039	378	17	neoliberal	neoliberal	ADJ
ca-2039	378	18	governmentality	governmentality	NOUN
ca-2039	378	19	.	.	PUNCT
ca-2039	378	20	”	"	PUNCT
ca-2039	379	1	american	american	ADJ
ca-2039	379	2	ethnologist	ethnologist	NOUN
ca-2039	379	3	29	29	NUM
ca-2039	379	4	,	,	PUNCT
ca-2039	379	5	no	no	INTJ
ca-2039	379	6	.	.	NOUN
ca-2039	380	1	4	4	NUM
ca-2039	380	2	:	:	SYM
ca-2039	380	3	981–1002	981–1002	NUM
ca-2039	380	4	.	.	PUNCT
ca-2039	381	1	http://dx.doi.org/10.1525/ae.2002.29.4.981	http://dx.doi.org/10.1525/ae.2002.29.4.981	NOUN
ca-2039	381	2	.	.	PUNCT
ca-2039	382	1	githinji	githinji	NOUN
ca-2039	382	2	,	,	PUNCT
ca-2039	382	3	mwangi	mwangi	PROPN
ca-2039	382	4	wa	wa	PROPN
ca-2039	382	5	,	,	PUNCT
ca-2039	382	6	and	and	CCONJ
ca-2039	382	7	frank	frank	PROPN
ca-2039	382	8	holmquist	holmquist	PROPN
ca-2039	382	9	2011	2011	NUM
ca-2039	382	10	“	"	PUNCT
ca-2039	382	11	transparency	transparency	NOUN
ca-2039	382	12	without	without	ADP
ca-2039	382	13	accountability	accountability	NOUN
ca-2039	382	14	:	:	PUNCT
ca-2039	382	15	the	the	DET
ca-2039	382	16	case	case	NOUN
ca-2039	382	17	of	of	ADP
ca-2039	382	18	political	political	ADJ
ca-2039	382	19	reform	reform	NOUN
ca-2039	382	20	in	in	ADP
ca-2039	382	21	kenya	kenya	PROPN
ca-2039	382	22	.	.	PUNCT
ca-2039	382	23	”	"	PUNCT
ca-2039	383	1	economics	economics	PROPN
ca-2039	383	2	department	department	PROPN
ca-2039	383	3	working	working	PROPN
ca-2039	383	4	paper	paper	NOUN
ca-2039	383	5	series	series	NOUN
ca-2039	383	6	,	,	PUNCT
ca-2039	383	7	no	no	INTJ
ca-2039	383	8	.	.	PROPN
ca-2039	383	9	127	127	NUM
ca-2039	383	10	.	.	PUNCT
ca-2039	384	1	amherst	amherst	PROPN
ca-2039	384	2	,	,	PUNCT
ca-2039	384	3	mass	mass	PROPN
ca-2039	384	4	.	.	PUNCT
ca-2039	384	5	:	:	PUNCT
ca-2039	385	1	university	university	NOUN
ca-2039	385	2	of	of	ADP
ca-2039	385	3	massachusetts	massachusetts	PROPN
ca-2039	385	4	,	,	PUNCT
ca-2039	385	5	amherst	amherst	PROPN
ca-2039	385	6	.	.	PUNCT
ca-2039	386	1	http://scholarworks.umass.edu/econ_workingpaper/127	http://scholarworks.umass.edu/econ_workingpaper/127	PROPN
ca-2039	386	2	.	.	PUNCT
ca-2039	386	3	hersman	hersman	PROPN
ca-2039	386	4	,	,	PUNCT
ca-2039	386	5	erik	erik	PROPN
ca-2039	386	6	2009	2009	NUM
ca-2039	386	7	“	"	PUNCT
ca-2039	386	8	ushahidi	ushahidi	PROPN
ca-2039	386	9	’s	’s	PART
ca-2039	386	10	anniversary	anniversary	NOUN
ca-2039	386	11	and	and	CCONJ
ca-2039	386	12	future	future	NOUN
ca-2039	386	13	.	.	PUNCT
ca-2039	386	14	”	"	PUNCT
ca-2039	386	15	whiteafrican	whiteafrican	PROPN
ca-2039	386	16	,	,	PUNCT
ca-2039	386	17	january	january	PROPN
ca-2039	386	18	8	8	NUM
ca-2039	386	19	.	.	PUNCT
ca-2039	387	1	http://whiteafrican.com/2009/01/08/ushahidis-anniversary-and-future	http://whiteafrican.com/2009/01/08/ushahidis-anniversary-and-future	NOUN
ca-2039	387	2	.	.	PUNCT
ca-2039	388	1	hetherington	hetherington	PROPN
ca-2039	388	2	,	,	PUNCT
ca-2039	388	3	kregg	kregg	NOUN
ca-2039	388	4	2011	2011	NUM
ca-2039	388	5	guerrilla	guerrilla	NOUN
ca-2039	388	6	auditors	auditor	NOUN
ca-2039	388	7	:	:	PUNCT
ca-2039	388	8	the	the	DET
ca-2039	388	9	politics	politic	NOUN
ca-2039	388	10	of	of	ADP
ca-2039	388	11	transparency	transparency	NOUN
ca-2039	388	12	in	in	ADP
ca-2039	388	13	neoliberal	neoliberal	ADJ
ca-2039	388	14	paraguay	paraguay	NOUN
ca-2039	388	15	.	.	PUNCT
ca-2039	389	1	durham	durham	PROPN
ca-2039	389	2	,	,	PUNCT
ca-2039	389	3	n.c	n.c	PROPN
ca-2039	389	4	.	.	PROPN
ca-2039	389	5	:	:	PUNCT
ca-2039	390	1	duke	duke	PROPN
ca-2039	390	2	university	university	PROPN
ca-2039	390	3	press	press	NOUN
ca-2039	390	4	.	.	PUNCT
ca-2039	391	1	2012	2012	NUM
ca-2039	391	2	“	"	PUNCT
ca-2039	391	3	agency	agency	NOUN
ca-2039	391	4	,	,	PUNCT
ca-2039	391	5	scale	scale	NOUN
ca-2039	391	6	,	,	PUNCT
ca-2039	391	7	and	and	CCONJ
ca-2039	391	8	the	the	DET
ca-2039	391	9	ethnography	ethnography	NOUN
ca-2039	391	10	of	of	ADP
ca-2039	391	11	transparency	transparency	NOUN
ca-2039	391	12	.	.	PUNCT
ca-2039	391	13	”	"	PUNCT
ca-2039	392	1	polar	polar	ADJ
ca-2039	392	2	:	:	PUNCT
ca-2039	392	3	political	political	ADJ
ca-2039	392	4	and	and	CCONJ
ca-2039	392	5	legal	legal	ADJ
ca-2039	392	6	anthropology	anthropology	NOUN
ca-2039	392	7	review	review	NOUN
ca-2039	392	8	35	35	NUM
ca-2039	392	9	,	,	PUNCT
ca-2039	392	10	no	no	INTJ
ca-2039	392	11	.	.	NOUN
ca-2039	392	12	2	2	NUM
ca-2039	392	13	:	:	PUNCT
ca-2039	392	14	242–47	242–47	NUM
ca-2039	392	15	.	.	PUNCT
ca-2039	393	1	http://dx.doi.org/10.1111/j.1555-2934.2012.01201.x	http://dx.doi.org/10.1111/j.1555-2934.2012.01201.x	NOUN
ca-2039	393	2	.	.	PUNCT
ca-2039	393	3	horst	horst	PROPN
ca-2039	393	4	,	,	PUNCT
ca-2039	393	5	heather	heather	PROPN
ca-2039	393	6	a.	a.	NOUN
ca-2039	393	7	,	,	PUNCT
ca-2039	393	8	and	and	CCONJ
ca-2039	393	9	daniel	daniel	PROPN
ca-2039	393	10	miller	miller	PROPN
ca-2039	393	11	2006	2006	NUM
ca-2039	393	12	the	the	DET
ca-2039	393	13	cell	cell	NOUN
ca-2039	393	14	phone	phone	NOUN
ca-2039	393	15	:	:	PUNCT
ca-2039	393	16	an	an	DET
ca-2039	393	17	anthropology	anthropology	NOUN
ca-2039	393	18	of	of	ADP
ca-2039	393	19	communication	communication	NOUN
ca-2039	393	20	.	.	PUNCT
ca-2039	394	1	london	london	PROPN
ca-2039	394	2	:	:	PUNCT
ca-2039	395	1	berg	berg	PROPN
ca-2039	395	2	.	.	PUNCT
ca-2039	396	1	ihub	ihub	PROPN
ca-2039	396	2	research	research	PROPN
ca-2039	396	3	n.d	n.d	PROPN
ca-2039	396	4	.	.	PUNCT
ca-2039	396	5	“	"	PUNCT
ca-2039	396	6	spider	spider	NOUN
ca-2039	396	7	m	m	NOUN
ca-2039	396	8	-	-	NOUN
ca-2039	396	9	governance	governance	NOUN
ca-2039	396	10	.	.	PUNCT
ca-2039	396	11	”	"	PUNCT
ca-2039	397	1	project	project	NOUN
ca-2039	397	2	description	description	NOUN
ca-2039	397	3	.	.	PUNCT
ca-2039	398	1	https://research.ihub.co.ke/pages/spider.php	https://research.ihub.co.ke/pages/spider.php	VERB
ca-2039	398	2	.	.	PUNCT
ca-2039	398	3	kaika	kaika	PROPN
ca-2039	398	4	,	,	PUNCT
ca-2039	398	5	maria	maria	PROPN
ca-2039	398	6	,	,	PUNCT
ca-2039	398	7	and	and	CCONJ
ca-2039	398	8	erik	erik	PROPN
ca-2039	398	9	swyngedouw	swyngedouw	PROPN
ca-2039	398	10	2000	2000	NUM
ca-2039	398	11	“	"	PUNCT
ca-2039	398	12	fetishizing	fetishize	VERB
ca-2039	398	13	the	the	DET
ca-2039	398	14	modern	modern	ADJ
ca-2039	398	15	city	city	NOUN
ca-2039	398	16	:	:	PUNCT
ca-2039	398	17	the	the	DET
ca-2039	398	18	phantasmagoria	phantasmagoria	PROPN
ca-2039	398	19	of	of	ADP
ca-2039	398	20	urban	urban	ADJ
ca-2039	398	21	technological	technological	ADJ
ca-2039	398	22	networks	network	NOUN
ca-2039	398	23	.	.	PUNCT
ca-2039	398	24	”	"	PUNCT
ca-2039	399	1	international	international	ADJ
ca-2039	399	2	journal	journal	NOUN
ca-2039	399	3	of	of	ADP
ca-2039	399	4	urban	urban	ADJ
ca-2039	399	5	and	and	CCONJ
ca-2039	399	6	regional	regional	ADJ
ca-2039	399	7	research	research	NOUN
ca-2039	399	8	24	24	NUM
ca-2039	399	9	,	,	PUNCT
ca-2039	399	10	no	no	INTJ
ca-2039	399	11	.	.	NOUN
ca-2039	399	12	1	1	NUM
ca-2039	399	13	:	:	PUNCT
ca-2039	399	14	120–38	120–38	NUM
ca-2039	399	15	.	.	PUNCT
ca-2039	400	1	http://dx.doi.org/10.1111/1468-2427.00239	http://dx.doi.org/10.1111/1468-2427.00239	PROPN
ca-2039	400	2	.	.	PUNCT
ca-2039	400	3	keane	keane	PROPN
ca-2039	400	4	,	,	PUNCT
ca-2039	400	5	webb	webb	PROPN
ca-2039	400	6	2006	2006	NUM
ca-2039	400	7	“	"	PUNCT
ca-2039	400	8	signs	sign	NOUN
ca-2039	400	9	are	be	AUX
ca-2039	400	10	not	not	PART
ca-2039	400	11	the	the	DET
ca-2039	400	12	garb	garb	NOUN
ca-2039	400	13	of	of	ADP
ca-2039	400	14	meaning	meaning	NOUN
ca-2039	400	15	:	:	PUNCT
ca-2039	400	16	on	on	ADP
ca-2039	400	17	the	the	DET
ca-2039	400	18	social	social	ADJ
ca-2039	400	19	analysis	analysis	NOUN
ca-2039	400	20	of	of	ADP
ca-2039	400	21	material	material	ADJ
ca-2039	400	22	things	thing	NOUN
ca-2039	400	23	.	.	PUNCT
ca-2039	400	24	”	"	PUNCT
ca-2039	401	1	in	in	ADP
ca-2039	401	2	materiality	materiality	NOUN
ca-2039	401	3	,	,	PUNCT
ca-2039	401	4	edited	edit	VERB
ca-2039	401	5	by	by	ADP
ca-2039	401	6	daniel	daniel	PROPN
ca-2039	401	7	miller	miller	PROPN
ca-2039	401	8	,	,	PUNCT
ca-2039	401	9	182–205	182–205	NUM
ca-2039	401	10	.	.	PUNCT
ca-2039	402	1	durham	durham	PROPN
ca-2039	402	2	,	,	PUNCT
ca-2039	402	3	n.c	n.c	PROPN
ca-2039	402	4	.	.	PROPN
ca-2039	402	5	:	:	PUNCT
ca-2039	403	1	duke	duke	PROPN
ca-2039	403	2	university	university	PROPN
ca-2039	403	3	press	press	NOUN
ca-2039	403	4	.	.	PUNCT
ca-2039	404	1	kelty	kelty	PROPN
ca-2039	404	2	,	,	PUNCT
ca-2039	404	3	christopher	christopher	PROPN
ca-2039	404	4	m.	m.	PROPN
ca-2039	404	5	2008	2008	NUM
ca-2039	404	6	two	two	NUM
ca-2039	404	7	bits	bit	NOUN
ca-2039	404	8	:	:	PUNCT
ca-2039	404	9	the	the	DET
ca-2039	404	10	cultural	cultural	ADJ
ca-2039	404	11	significance	significance	NOUN
ca-2039	404	12	of	of	ADP
ca-2039	404	13	free	free	ADJ
ca-2039	404	14	software	software	NOUN
ca-2039	404	15	.	.	PUNCT
ca-2039	405	1	durham	durham	PROPN
ca-2039	405	2	,	,	PUNCT
ca-2039	405	3	n.c	n.c	PROPN
ca-2039	405	4	.	.	PROPN
ca-2039	405	5	:	:	PUNCT
ca-2039	406	1	duke	duke	PROPN
ca-2039	406	2	university	university	PROPN
ca-2039	406	3	press	press	NOUN
ca-2039	406	4	.	.	PUNCT
ca-2039	407	1	koolhaas	koolhaas	NOUN
ca-2039	407	2	,	,	PUNCT
ca-2039	407	3	rem	rem	PROPN
ca-2039	407	4	,	,	PUNCT
ca-2039	407	5	stefano	stefano	PROPN
ca-2039	407	6	boeri	boeri	PROPN
ca-2039	407	7	,	,	PUNCT
ca-2039	407	8	sanford	sanford	PROPN
ca-2039	407	9	kwinter	kwinter	PROPN
ca-2039	407	10	,	,	PUNCT
ca-2039	407	11	nadia	nadia	PROPN
ca-2039	407	12	tazi	tazi	PROPN
ca-2039	407	13	,	,	PUNCT
ca-2039	407	14	and	and	CCONJ
ca-2039	407	15	hans	hans	PROPN
ca-2039	407	16	ulrich	ulrich	VERB
ca-2039	407	17	obrist	obrist	ADJ
ca-2039	407	18	2000	2000	NUM
ca-2039	407	19	mutations	mutation	NOUN
ca-2039	407	20	.	.	PUNCT
ca-2039	408	1	barcelona	barcelona	PROPN
ca-2039	408	2	:	:	PUNCT
ca-2039	408	3	actar	actar	PROPN
ca-2039	408	4	.	.	PUNCT
ca-2039	409	1	larkin	larkin	PROPN
ca-2039	409	2	,	,	PUNCT
ca-2039	409	3	brian	brian	PROPN
ca-2039	409	4	2008	2008	NUM
ca-2039	409	5	signal	signal	NOUN
ca-2039	409	6	and	and	CCONJ
ca-2039	409	7	noise	noise	NOUN
ca-2039	409	8	:	:	PUNCT
ca-2039	409	9	media	medium	NOUN
ca-2039	409	10	,	,	PUNCT
ca-2039	409	11	infrastructure	infrastructure	NOUN
ca-2039	409	12	,	,	PUNCT
ca-2039	409	13	and	and	CCONJ
ca-2039	409	14	urban	urban	ADJ
ca-2039	409	15	culture	culture	NOUN
ca-2039	409	16	in	in	ADP
ca-2039	409	17	nigeria	nigeria	PROPN
ca-2039	409	18	.	.	PUNCT
ca-2039	410	1	durham	durham	PROPN
ca-2039	410	2	,	,	PUNCT
ca-2039	410	3	n.c	n.c	PROPN
ca-2039	410	4	.	.	PROPN
ca-2039	410	5	:	:	PUNCT
ca-2039	411	1	duke	duke	PROPN
ca-2039	411	2	university	university	PROPN
ca-2039	411	3	press	press	NOUN
ca-2039	411	4	.	.	PUNCT
ca-2039	412	1	2013	2013	NUM
ca-2039	412	2	“	"	PUNCT
ca-2039	412	3	the	the	DET
ca-2039	412	4	politics	politic	NOUN
ca-2039	412	5	and	and	CCONJ
ca-2039	412	6	poetics	poetic	NOUN
ca-2039	412	7	of	of	ADP
ca-2039	412	8	infrastructure	infrastructure	NOUN
ca-2039	412	9	.	.	PUNCT
ca-2039	412	10	”	"	PUNCT
ca-2039	413	1	annual	annual	ADJ
ca-2039	413	2	review	review	NOUN
ca-2039	413	3	of	of	ADP
ca-2039	413	4	anthropology	anthropology	NOUN
ca-2039	413	5	42	42	NUM
ca-2039	413	6	:	:	PUNCT
ca-2039	413	7	327–43	327–43	NUM
ca-2039	413	8	.	.	PUNCT
ca-2039	414	1	http://dx.doi.org/10.1146/annurev-anthro-092412-155522	http://dx.doi.org/10.1146/annurev-anthro-092412-155522	NOUN
ca-2039	414	2	.	.	PUNCT
ca-2039	415	1	levine	levine	PROPN
ca-2039	415	2	,	,	PUNCT
ca-2039	415	3	amy	amy	PROPN
ca-2039	415	4	2004	2004	NUM
ca-2039	415	5	“	"	PUNCT
ca-2039	415	6	the	the	DET
ca-2039	415	7	transparent	transparent	ADJ
ca-2039	415	8	case	case	NOUN
ca-2039	415	9	of	of	ADP
ca-2039	415	10	virtuality	virtuality	NOUN
ca-2039	415	11	.	.	PUNCT
ca-2039	415	12	”	"	PUNCT
ca-2039	416	1	polar	polar	ADJ
ca-2039	416	2	:	:	PUNCT
ca-2039	416	3	political	political	ADJ
ca-2039	416	4	and	and	CCONJ
ca-2039	416	5	legal	legal	ADJ
ca-2039	416	6	anthropology	anthropology	NOUN
ca-2039	416	7	review	review	NOUN
ca-2039	416	8	27	27	NUM
ca-2039	416	9	,	,	PUNCT
ca-2039	416	10	no	no	INTJ
ca-2039	416	11	.	.	NOUN
ca-2039	417	1	1	1	NUM
ca-2039	417	2	:	:	PUNCT
ca-2039	417	3	90–113	90–113	NUM
ca-2039	417	4	.	.	PUNCT
ca-2039	418	1	http://dx.doi.org/10.1525/pol.2004.27.1.90	http://dx.doi.org/10.1525/pol.2004.27.1.90	PROPN
ca-2039	418	2	.	.	PUNCT
ca-2039	419	1	maclean	maclean	PROPN
ca-2039	419	2	,	,	PUNCT
ca-2039	419	3	ken	ken	PROPN
ca-2039	419	4	2014	2014	NUM
ca-2039	419	5	“	"	PUNCT
ca-2039	419	6	counter	counter	NOUN
ca-2039	419	7	-	-	NOUN
ca-2039	419	8	accounting	accounting	NOUN
ca-2039	419	9	with	with	ADP
ca-2039	419	10	invisible	invisible	ADJ
ca-2039	419	11	data	datum	NOUN
ca-2039	419	12	:	:	PUNCT
ca-2039	419	13	the	the	DET
ca-2039	419	14	struggle	struggle	NOUN
ca-2039	419	15	for	for	ADP
ca-2039	419	16	transparency	transparency	NOUN
ca-2039	419	17	in	in	ADP
ca-2039	419	18	myanmar	myanmar	PROPN
ca-2039	419	19	’s	’s	PART
ca-2039	419	20	energy	energy	NOUN
ca-2039	419	21	sector	sector	NOUN
ca-2039	419	22	.	.	PUNCT
ca-2039	419	23	”	"	PUNCT
ca-2039	420	1	polar	polar	ADJ
ca-2039	420	2	:	:	PUNCT
ca-2039	420	3	political	political	ADJ
ca-2039	420	4	and	and	CCONJ
ca-2039	420	5	legal	legal	ADJ
ca-2039	420	6	anthropology	anthropology	NOUN
ca-2039	420	7	review	review	NOUN
ca-2039	420	8	37	37	NUM
ca-2039	420	9	,	,	PUNCT
ca-2039	420	10	no	no	INTJ
ca-2039	420	11	.	.	NOUN
ca-2039	420	12	1	1	NUM
ca-2039	420	13	:	:	PUNCT
ca-2039	420	14	10–28	10–28	NUM
ca-2039	420	15	.	.	PUNCT
ca-2039	420	16	http://dx.doi.org/10.1111/plar.12048	http://dx.doi.org/10.1111/plar.12048	PROPN
ca-2039	420	17	.	.	PROPN
ca-2039	420	18	mahmud	mahmud	PROPN
ca-2039	420	19	,	,	PUNCT
ca-2039	420	20	lilith	lilith	PROPN
ca-2039	420	21	2012	2012	NUM
ca-2039	420	22	“	"	PUNCT
ca-2039	420	23	in	in	ADP
ca-2039	420	24	the	the	DET
ca-2039	420	25	name	name	NOUN
ca-2039	420	26	of	of	ADP
ca-2039	420	27	transparency	transparency	NOUN
ca-2039	420	28	:	:	PUNCT
ca-2039	420	29	gender	gender	NOUN
ca-2039	420	30	,	,	PUNCT
ca-2039	420	31	terrorism	terrorism	NOUN
ca-2039	420	32	,	,	PUNCT
ca-2039	420	33	and	and	CCONJ
ca-2039	420	34	masonic	masonic	ADJ
ca-2039	420	35	conspiracies	conspiracy	NOUN
ca-2039	420	36	in	in	ADP
ca-2039	420	37	italy	italy	PROPN
ca-2039	420	38	.	.	PUNCT
ca-2039	420	39	”	"	PUNCT
ca-2039	421	1	anthropological	anthropological	ADJ
ca-2039	421	2	quarterly	quarterly	ADJ
ca-2039	421	3	85	85	NUM
ca-2039	421	4	,	,	PUNCT
ca-2039	421	5	no	no	INTJ
ca-2039	421	6	.	.	NOUN
ca-2039	422	1	4	4	NUM
ca-2039	422	2	:	:	SYM
ca-2039	422	3	1177–1207	1177–1207	NUM
ca-2039	422	4	.	.	PUNCT
ca-2039	423	1	http://dx.doi.org/10.1353/anq.2012.0054	http://dx.doi.org/10.1353/anq.2012.0054	PROPN
ca-2039	423	2	.	.	PUNCT
ca-2039	424	1	mahoney	mahoney	PROPN
ca-2039	424	2	,	,	PUNCT
ca-2039	424	3	dillon	dillon	PROPN
ca-2039	424	4	2009	2009	NUM
ca-2039	424	5	“	"	PUNCT
ca-2039	424	6	the	the	DET
ca-2039	424	7	art	art	NOUN
ca-2039	424	8	of	of	ADP
ca-2039	424	9	connection	connection	NOUN
ca-2039	424	10	:	:	PUNCT
ca-2039	424	11	negotiating	negotiate	VERB
ca-2039	424	12	the	the	DET
ca-2039	424	13	digital	digital	ADJ
ca-2039	424	14	divide	divide	NOUN
ca-2039	424	15	in	in	ADP
ca-2039	424	16	kenya	kenya	PROPN
ca-2039	424	17	’s	’s	PART
ca-2039	424	18	curio	curio	PROPN
ca-2039	424	19	industry	industry	PROPN
ca-2039	424	20	.	.	PUNCT
ca-2039	424	21	”	"	PUNCT
ca-2039	425	1	phd	phd	NOUN
ca-2039	425	2	dissertation	dissertation	NOUN
ca-2039	425	3	,	,	PUNCT
ca-2039	425	4	rutgers	rutgers	PROPN
ca-2039	425	5	university	university	PROPN
ca-2039	425	6	.	.	PUNCT
ca-2039	426	1	marcus	marcus	PROPN
ca-2039	426	2	,	,	PUNCT
ca-2039	426	3	george	george	PROPN
ca-2039	426	4	e.	e.	PROPN
ca-2039	426	5	,	,	PUNCT
ca-2039	426	6	and	and	CCONJ
ca-2039	426	7	michael	michael	PROPN
ca-2039	426	8	g.	g.	PROPN
ca-2039	426	9	powell	powell	PROPN
ca-2039	426	10	2003	2003	NUM
ca-2039	426	11	“	"	PUNCT
ca-2039	426	12	from	from	ADP
ca-2039	426	13	conspiracy	conspiracy	NOUN
ca-2039	426	14	theories	theory	NOUN
ca-2039	426	15	in	in	ADP
ca-2039	426	16	the	the	DET
ca-2039	426	17	incipient	incipient	ADJ
ca-2039	426	18	new	new	ADJ
ca-2039	426	19	world	world	NOUN
ca-2039	426	20	order	order	NOUN
ca-2039	426	21	of	of	ADP
ca-2039	426	22	the	the	DET
ca-2039	426	23	1990s	1990s	NUM
ca-2039	426	24	to	to	ADP
ca-2039	426	25	regimes	regime	NOUN
ca-2039	426	26	of	of	ADP
ca-2039	426	27	transparency	transparency	NOUN
ca-2039	426	28	now	now	ADV
ca-2039	426	29	.	.	PUNCT
ca-2039	426	30	”	"	PUNCT
ca-2039	427	1	anthropological	anthropological	ADJ
ca-2039	427	2	quarterly	quarterly	ADJ
ca-2039	427	3	76	76	NUM
ca-2039	427	4	,	,	PUNCT
ca-2039	427	5	no	no	INTJ
ca-2039	427	6	.	.	NOUN
ca-2039	428	1	2	2	NUM
ca-2039	428	2	:	:	PUNCT
ca-2039	428	3	323–34	323–34	NUM
ca-2039	428	4	.	.	PUNCT
ca-2039	429	1	http://dx.doi.org/10.1353/anq.2003.0027	http://dx.doi.org/10.1353/anq.2003.0027	PROPN
ca-2039	429	2	.	.	PUNCT
ca-2039	429	3	mazzarella	mazzarella	PROPN
ca-2039	429	4	,	,	PUNCT
ca-2039	429	5	william	william	PROPN
ca-2039	429	6	2006	2006	NUM
ca-2039	429	7	“	"	PUNCT
ca-2039	429	8	internet	internet	NOUN
ca-2039	429	9	x	x	NOUN
ca-2039	429	10	-	-	NOUN
ca-2039	429	11	ray	ray	NOUN
ca-2039	429	12	:	:	PUNCT
ca-2039	429	13	e	e	NOUN
ca-2039	429	14	-	-	NOUN
ca-2039	429	15	governance	governance	NOUN
ca-2039	429	16	,	,	PUNCT
ca-2039	429	17	transparency	transparency	NOUN
ca-2039	429	18	,	,	PUNCT
ca-2039	429	19	and	and	CCONJ
ca-2039	429	20	the	the	DET
ca-2039	429	21	politics	politic	NOUN
ca-2039	429	22	of	of	ADP
ca-2039	429	23	immediation	immediation	NOUN
ca-2039	429	24	in	in	ADP
ca-2039	429	25	india	india	PROPN
ca-2039	429	26	.	.	PUNCT
ca-2039	429	27	”	"	PUNCT
ca-2039	430	1	public	public	ADJ
ca-2039	430	2	culture	culture	NOUN
ca-2039	430	3	18	18	NUM
ca-2039	430	4	,	,	PUNCT
ca-2039	430	5	no	no	INTJ
ca-2039	430	6	.	.	NOUN
ca-2039	431	1	3	3	NUM
ca-2039	431	2	:	:	PUNCT
ca-2039	431	3	473–505	473–505	NUM
ca-2039	431	4	.	.	PUNCT
ca-2039	432	1	http://dx.doi.org/10.1215/08992363-2006-016	http://dx.doi.org/10.1215/08992363-2006-016	PROPN
ca-2039	432	2	.	.	PUNCT
ca-2039	433	1	2010	2010	NUM
ca-2039	433	2	“	"	PUNCT
ca-2039	433	3	beautiful	beautiful	ADJ
ca-2039	433	4	balloon	balloon	NOUN
ca-2039	433	5	:	:	PUNCT
ca-2039	433	6	the	the	DET
ca-2039	433	7	digital	digital	ADJ
ca-2039	433	8	divide	divide	NOUN
ca-2039	433	9	and	and	CCONJ
ca-2039	433	10	the	the	DET
ca-2039	433	11	charisma	charisma	NOUN
ca-2039	433	12	of	of	ADP
ca-2039	433	13	new	new	ADJ
ca-2039	433	14	media	medium	NOUN
ca-2039	433	15	in	in	ADP
ca-2039	433	16	india	india	PROPN
ca-2039	433	17	.	.	PUNCT
ca-2039	433	18	”	"	PUNCT
ca-2039	434	1	american	american	ADJ
ca-2039	434	2	ethnologist	ethnologist	NOUN
ca-2039	434	3	37	37	NUM
ca-2039	434	4	,	,	PUNCT
ca-2039	434	5	no	no	INTJ
ca-2039	434	6	.	.	NOUN
ca-2039	434	7	4	4	NUM
ca-2039	434	8	:	:	PUNCT
ca-2039	434	9	783–804	783–804	NUM
ca-2039	434	10	.	.	PUNCT
ca-2039	435	1	http://dx.doi.org/10.1111/j.1548-1425.2010.01285.x	http://dx.doi.org/10.1111/j.1548-1425.2010.01285.x	NOUN
ca-2039	435	2	.	.	PUNCT
ca-2039	436	1	mbaka	mbaka	PROPN
ca-2039	436	2	,	,	PUNCT
ca-2039	436	3	james	james	PROPN
ca-2039	436	4	2013	2013	NUM
ca-2039	436	5	“	"	PUNCT
ca-2039	436	6	lands	land	VERB
ca-2039	436	7	ministry	ministry	NOUN
ca-2039	436	8	to	to	PART
ca-2039	436	9	digitise	digitise	VERB
ca-2039	436	10	records	record	NOUN
ca-2039	436	11	,	,	PUNCT
ca-2039	436	12	says	say	VERB
ca-2039	436	13	charity	charity	NOUN
ca-2039	436	14	ngilu	ngilu	NOUN
ca-2039	436	15	.	.	PUNCT
ca-2039	436	16	”	"	PUNCT
ca-2039	437	1	the	the	DET
ca-2039	437	2	standard	standard	NOUN
ca-2039	437	3	,	,	PUNCT
ca-2039	437	4	september	september	PROPN
ca-2039	437	5	3	3	NUM
ca-2039	437	6	.	.	PUNCT
ca-2039	437	7	http://www.standardmedia.co.ke/?articleid=2000092628&story_title=lands-ministry-to-digitise-records-says-charity-ngilu	http://www.standardmedia.co.ke/?articleid=2000092628&story_title=lands-ministry-to-digitise-records-says-charity-ngilu	PROPN
ca-2039	437	8	.	.	PUNCT
ca-2039	438	1	mcintosh	mcintosh	PROPN
ca-2039	438	2	,	,	PUNCT
ca-2039	438	3	janet	janet	PROPN
ca-2039	438	4	2010	2010	NUM
ca-2039	438	5	“	"	PUNCT
ca-2039	438	6	mobile	mobile	ADJ
ca-2039	438	7	phones	phone	NOUN
ca-2039	438	8	and	and	CCONJ
ca-2039	438	9	mipoho	mipoho	NOUN
ca-2039	438	10	’s	’s	PART
ca-2039	438	11	prophecy	prophecy	NOUN
ca-2039	438	12	:	:	PUNCT
ca-2039	438	13	the	the	DET
ca-2039	438	14	powers	power	NOUN
ca-2039	438	15	and	and	CCONJ
ca-2039	438	16	dangers	danger	NOUN
ca-2039	438	17	of	of	ADP
ca-2039	438	18	flying	fly	VERB
ca-2039	438	19	language	language	NOUN
ca-2039	438	20	.	.	PUNCT
ca-2039	438	21	”	"	PUNCT
ca-2039	438	22	american	american	ADJ
ca-2039	438	23	ethnologist	ethnologist	NOUN
ca-2039	438	24	37	37	NUM
ca-2039	438	25	,	,	PUNCT
ca-2039	438	26	no	no	INTJ
ca-2039	438	27	.	.	NOUN
ca-2039	438	28	2	2	NUM
ca-2039	438	29	:	:	PUNCT
ca-2039	438	30	337–53	337–53	NUM
ca-2039	438	31	.	.	PUNCT
ca-2039	439	1	http://dx.doi.org/10.1111/j.1548-1425.2010.01259.x	http://dx.doi.org/10.1111/j.1548-1425.2010.01259.x	NOUN
ca-2039	439	2	.	.	PUNCT
ca-2039	440	1	miller	miller	PROPN
ca-2039	440	2	,	,	PUNCT
ca-2039	440	3	daniel	daniel	PROPN
ca-2039	440	4	1987	1987	NUM
ca-2039	440	5	material	material	NOUN
ca-2039	440	6	culture	culture	NOUN
ca-2039	440	7	and	and	CCONJ
ca-2039	440	8	mass	mass	ADJ
ca-2039	440	9	consumption	consumption	NOUN
ca-2039	440	10	.	.	PUNCT
ca-2039	441	1	new	new	PROPN
ca-2039	441	2	york	york	PROPN
ca-2039	441	3	:	:	PUNCT
ca-2039	442	1	blackwell	blackwell	PROPN
ca-2039	442	2	.	.	PUNCT
ca-2039	443	1	miller	miller	PROPN
ca-2039	443	2	,	,	PUNCT
ca-2039	443	3	daniel	daniel	PROPN
ca-2039	443	4	,	,	PUNCT
ca-2039	443	5	ed	ed	NOUN
ca-2039	443	6	.	.	PROPN
ca-2039	443	7	2005	2005	NUM
ca-2039	443	8	materiality	materiality	NOUN
ca-2039	443	9	.	.	PUNCT
ca-2039	444	1	durham	durham	PROPN
ca-2039	444	2	,	,	PUNCT
ca-2039	444	3	n.c	n.c	PROPN
ca-2039	444	4	.	.	PROPN
ca-2039	444	5	:	:	PUNCT
ca-2039	445	1	duke	duke	PROPN
ca-2039	445	2	university	university	PROPN
ca-2039	445	3	press	press	NOUN
ca-2039	445	4	.	.	PUNCT
ca-2039	446	1	mitchell	mitchell	PROPN
ca-2039	446	2	,	,	PUNCT
ca-2039	446	3	timothy	timothy	PROPN
ca-2039	446	4	2002	2002	NUM
ca-2039	446	5	rule	rule	NOUN
ca-2039	446	6	of	of	ADP
ca-2039	446	7	experts	expert	NOUN
ca-2039	446	8	:	:	PUNCT
ca-2039	446	9	egypt	egypt	PROPN
ca-2039	446	10	,	,	PUNCT
ca-2039	446	11	techno	techno	NOUN
ca-2039	446	12	-	-	PUNCT
ca-2039	446	13	politics	politic	NOUN
ca-2039	446	14	,	,	PUNCT
ca-2039	446	15	modernity	modernity	NOUN
ca-2039	446	16	.	.	PUNCT
ca-2039	447	1	berkeley	berkeley	PROPN
ca-2039	447	2	:	:	PUNCT
ca-2039	447	3	university	university	PROPN
ca-2039	447	4	of	of	ADP
ca-2039	447	5	california	california	PROPN
ca-2039	447	6	press	press	PROPN
ca-2039	447	7	.	.	PUNCT
ca-2039	448	1	mitchell	mitchell	PROPN
ca-2039	448	2	,	,	PUNCT
ca-2039	448	3	william	william	PROPN
ca-2039	448	4	j.	j.	PROPN
ca-2039	448	5	1996	1996	NUM
ca-2039	448	6	city	city	NOUN
ca-2039	448	7	of	of	ADP
ca-2039	448	8	bits	bit	NOUN
ca-2039	448	9	:	:	PUNCT
ca-2039	448	10	space	space	NOUN
ca-2039	448	11	,	,	PUNCT
ca-2039	448	12	place	place	NOUN
ca-2039	448	13	,	,	PUNCT
ca-2039	448	14	and	and	CCONJ
ca-2039	448	15	the	the	DET
ca-2039	448	16	infobahn	infobahn	NOUN
ca-2039	448	17	.	.	PUNCT
ca-2039	449	1	cambridge	cambridge	PROPN
ca-2039	449	2	,	,	PUNCT
ca-2039	449	3	mass	mass	PROPN
ca-2039	449	4	.	.	PUNCT
ca-2039	449	5	:	:	PUNCT
ca-2039	450	1	mit	mit	VERB
ca-2039	450	2	press	press	NOUN
ca-2039	450	3	.	.	PUNCT
ca-2039	451	1	morris	morris	PROPN
ca-2039	451	2	,	,	PUNCT
ca-2039	451	3	rosalind	rosalind	NOUN
ca-2039	451	4	2004	2004	NUM
ca-2039	451	5	“	"	PUNCT
ca-2039	451	6	intimacy	intimacy	NOUN
ca-2039	451	7	and	and	CCONJ
ca-2039	451	8	corruption	corruption	NOUN
ca-2039	451	9	in	in	ADP
ca-2039	451	10	thailand	thailand	PROPN
ca-2039	451	11	’s	’s	PART
ca-2039	451	12	age	age	NOUN
ca-2039	451	13	of	of	ADP
ca-2039	451	14	transparency	transparency	NOUN
ca-2039	451	15	.	.	PUNCT
ca-2039	451	16	”	"	PUNCT
ca-2039	452	1	in	in	ADP
ca-2039	452	2	off	off	ADP
ca-2039	452	3	stage	stage	NOUN
ca-2039	452	4	/	/	SYM
ca-2039	452	5	on	on	ADP
ca-2039	452	6	display	display	NOUN
ca-2039	452	7	:	:	PUNCT
ca-2039	452	8	intimacy	intimacy	NOUN
ca-2039	452	9	and	and	CCONJ
ca-2039	452	10	ethnography	ethnography	NOUN
ca-2039	452	11	in	in	ADP
ca-2039	452	12	the	the	DET
ca-2039	452	13	age	age	NOUN
ca-2039	452	14	of	of	ADP
ca-2039	452	15	public	public	ADJ
ca-2039	452	16	culture	culture	NOUN
ca-2039	452	17	,	,	PUNCT
ca-2039	452	18	edited	edit	VERB
ca-2039	452	19	by	by	ADP
ca-2039	452	20	andrew	andrew	PROPN
ca-2039	452	21	shryock	shryock	PROPN
ca-2039	452	22	,	,	PUNCT
ca-2039	452	23	225–43	225–43	PROPN
ca-2039	452	24	.	.	PUNCT
ca-2039	452	25	stanford	stanford	PROPN
ca-2039	452	26	,	,	PUNCT
ca-2039	452	27	calif	calif	PROPN
ca-2039	452	28	.	.	PUNCT
ca-2039	452	29	:	:	PUNCT
ca-2039	452	30	stanford	stanford	PROPN
ca-2039	452	31	university	university	PROPN
ca-2039	452	32	press	press	PROPN
ca-2039	452	33	.	.	PUNCT
ca-2039	453	1	njihia	njihia	PROPN
ca-2039	453	2	,	,	PUNCT
ca-2039	453	3	mbugua	mbugua	NOUN
ca-2039	453	4	2011	2011	NUM
ca-2039	453	5	“	"	PUNCT
ca-2039	453	6	medafrica	medafrica	PROPN
ca-2039	453	7	.	.	PUNCT
ca-2039	453	8	”	"	PUNCT
ca-2039	454	1	lecture	lecture	NOUN
ca-2039	454	2	at	at	ADP
ca-2039	454	3	the	the	DET
ca-2039	454	4	demo	demo	NOUN
ca-2039	454	5	conference	conference	NOUN
ca-2039	454	6	,	,	PUNCT
ca-2039	454	7	santa	santa	PROPN
ca-2039	454	8	clara	clara	PROPN
ca-2039	454	9	,	,	PUNCT
ca-2039	454	10	calif	calif	PROPN
ca-2039	454	11	.	.	PROPN
ca-2039	454	12	,	,	PUNCT
ca-2039	454	13	september	september	PROPN
ca-2039	454	14	14	14	NUM
ca-2039	454	15	.	.	PUNCT
ca-2039	455	1	http://www.youtube.com/watch?v=ts6gn-kqgnk	http://www.youtube.com/watch?v=ts6gn-kqgnk	NOUN
ca-2039	455	2	.	.	PUNCT
ca-2039	456	1	pamoja	pamoja	PROPN
ca-2039	456	2	trust	trust	PROPN
ca-2039	456	3	2009	2009	NUM
ca-2039	456	4	“	"	PUNCT
ca-2039	456	5	an	an	DET
ca-2039	456	6	inventory	inventory	NOUN
ca-2039	456	7	of	of	ADP
ca-2039	456	8	the	the	DET
ca-2039	456	9	slums	slum	NOUN
ca-2039	456	10	in	in	ADP
ca-2039	456	11	nairobi	nairobi	PROPN
ca-2039	456	12	.	.	PUNCT
ca-2039	456	13	”	"	PUNCT
ca-2039	457	1	http://old.sdinet.org/media/upload/documents/nairobi_slum_inventory_jan_09.pdf	http://old.sdinet.org/media/upload/documents/nairobi_slum_inventory_jan_09.pdf	PROPN
ca-2039	457	2	.	.	PROPN
ca-2039	457	3	poggiali	poggiali	PROPN
ca-2039	457	4	,	,	PUNCT
ca-2039	457	5	lisa	lisa	PROPN
ca-2039	457	6	n.d	n.d	PROPN
ca-2039	457	7	.	.	PUNCT
ca-2039	458	1	“	"	PUNCT
ca-2039	458	2	digital	digital	ADJ
ca-2039	458	3	futures	future	NOUN
ca-2039	458	4	and	and	CCONJ
ca-2039	458	5	analog	analog	NOUN
ca-2039	458	6	pasts	past	NOUN
ca-2039	458	7	?	?	PUNCT
ca-2039	459	1	citizenship	citizenship	NOUN
ca-2039	459	2	and	and	CCONJ
ca-2039	459	3	ethnicity	ethnicity	NOUN
ca-2039	459	4	in	in	ADP
ca-2039	459	5	techno	techno	NOUN
ca-2039	459	6	-	-	PUNCT
ca-2039	459	7	utopian	utopian	ADJ
ca-2039	459	8	kenya	kenya	NOUN
ca-2039	459	9	.	.	PUNCT
ca-2039	459	10	”	"	PUNCT
ca-2039	460	1	unpublished	unpublished	ADJ
ca-2039	460	2	manuscript	manuscript	NOUN
ca-2039	460	3	.	.	PUNCT
ca-2039	461	1	scott	scott	PROPN
ca-2039	461	2	,	,	PUNCT
ca-2039	461	3	james	james	PROPN
ca-2039	461	4	c.	c.	PROPN
ca-2039	461	5	1998	1998	NUM
ca-2039	461	6	seeing	see	VERB
ca-2039	461	7	like	like	ADP
ca-2039	461	8	a	a	DET
ca-2039	461	9	state	state	NOUN
ca-2039	461	10	:	:	PUNCT
ca-2039	461	11	how	how	SCONJ
ca-2039	461	12	certain	certain	ADJ
ca-2039	461	13	schemes	scheme	NOUN
ca-2039	461	14	to	to	PART
ca-2039	461	15	improve	improve	VERB
ca-2039	461	16	the	the	DET
ca-2039	461	17	human	human	ADJ
ca-2039	461	18	condition	condition	NOUN
ca-2039	461	19	have	have	AUX
ca-2039	461	20	failed	fail	VERB
ca-2039	461	21	.	.	PUNCT
ca-2039	462	1	new	new	ADJ
ca-2039	462	2	haven	haven	PROPN
ca-2039	462	3	,	,	PUNCT
ca-2039	462	4	conn	conn	PROPN
ca-2039	462	5	.	.	PROPN
ca-2039	462	6	:	:	PUNCT
ca-2039	463	1	yale	yale	PROPN
ca-2039	463	2	university	university	PROPN
ca-2039	463	3	press	press	NOUN
ca-2039	463	4	.	.	PUNCT
ca-2039	464	1	strathern	strathern	PROPN
ca-2039	464	2	,	,	PUNCT
ca-2039	464	3	marilyn	marilyn	PROPN
ca-2039	464	4	2000	2000	NUM
ca-2039	464	5	“	"	PUNCT
ca-2039	464	6	the	the	DET
ca-2039	464	7	tyranny	tyranny	NOUN
ca-2039	464	8	of	of	ADP
ca-2039	464	9	transparency	transparency	NOUN
ca-2039	464	10	.	.	PUNCT
ca-2039	464	11	”	"	PUNCT
ca-2039	465	1	british	british	ADJ
ca-2039	465	2	educational	educational	ADJ
ca-2039	465	3	research	research	PROPN
ca-2039	465	4	journal	journal	PROPN
ca-2039	465	5	26	26	NUM
ca-2039	465	6	,	,	PUNCT
ca-2039	465	7	no	no	INTJ
ca-2039	465	8	.	.	NOUN
ca-2039	465	9	3	3	NUM
ca-2039	465	10	:	:	PUNCT
ca-2039	465	11	309–321	309–321	NUM
ca-2039	465	12	.	.	PUNCT
ca-2039	466	1	http://dx.doi.org/10.1080/713651562	http://dx.doi.org/10.1080/713651562	PROPN
ca-2039	466	2	.	.	PUNCT
ca-2039	467	1	von	von	PROPN
ca-2039	467	2	schnitzler	schnitzler	PROPN
ca-2039	467	3	,	,	PUNCT
ca-2039	467	4	antina	antina	NOUN
ca-2039	467	5	2013	2013	NUM
ca-2039	467	6	“	"	PUNCT
ca-2039	467	7	traveling	travel	VERB
ca-2039	467	8	technologies	technology	NOUN
ca-2039	467	9	:	:	PUNCT
ca-2039	467	10	infrastructure	infrastructure	NOUN
ca-2039	467	11	,	,	PUNCT
ca-2039	467	12	ethical	ethical	ADJ
ca-2039	467	13	regimes	regime	NOUN
ca-2039	467	14	,	,	PUNCT
ca-2039	467	15	and	and	CCONJ
ca-2039	467	16	the	the	DET
ca-2039	467	17	materiality	materiality	NOUN
ca-2039	467	18	of	of	ADP
ca-2039	467	19	politics	politic	NOUN
ca-2039	467	20	in	in	ADP
ca-2039	467	21	south	south	PROPN
ca-2039	467	22	africa	africa	PROPN
ca-2039	467	23	.	.	PUNCT
ca-2039	467	24	”	"	PUNCT
ca-2039	468	1	cultural	cultural	ADJ
ca-2039	468	2	anthropology	anthropology	NOUN
ca-2039	468	3	28	28	NUM
ca-2039	468	4	,	,	PUNCT
ca-2039	468	5	no	no	INTJ
ca-2039	468	6	.	.	NOUN
ca-2039	468	7	4	4	NUM
ca-2039	468	8	:	:	PUNCT
ca-2039	468	9	670–93	670–93	NUM
ca-2039	468	10	.	.	PUNCT
ca-2039	469	1	http://dx.doi.org/10.1111/cuan.12032	http://dx.doi.org/10.1111/cuan.12032	PROPN
ca-2039	469	2	.	.	PUNCT
ca-2039	470	1	weise	weise	PROPN
ca-2039	470	2	,	,	PUNCT
ca-2039	470	3	karen	karen	PROPN
ca-2039	470	4	2014	2014	NUM
ca-2039	470	5	“	"	PUNCT
ca-2039	470	6	the	the	DET
ca-2039	470	7	do	do	AUX
ca-2039	470	8	-	-	PUNCT
ca-2039	470	9	good	good	ADJ
ca-2039	470	10	startups	startup	NOUN
ca-2039	470	11	of	of	ADP
ca-2039	470	12	nairobi	nairobi	PROPN
ca-2039	470	13	.	.	PUNCT
ca-2039	470	14	”	"	PUNCT
ca-2039	471	1	bloomberg	bloomberg	PROPN
ca-2039	471	2	businessweek	businessweek	NOUN
ca-2039	471	3	,	,	PUNCT
ca-2039	471	4	december	december	PROPN
ca-2039	471	5	29	29	NUM
ca-2039	471	6	.	.	PUNCT
ca-2039	472	1	http://www.businessweek.com/articles/2014-12-29/the-do-good-startups-of-nairobi	http://www.businessweek.com/articles/2014-12-29/the-do-good-startups-of-nairobi	X
ca-2039	472	2	.	.	PUNCT
ca-2039	473	1	west	west	PROPN
ca-2039	473	2	,	,	PUNCT
ca-2039	473	3	harry	harry	PROPN
ca-2039	473	4	g.	g.	PROPN
ca-2039	473	5	,	,	PUNCT
ca-2039	473	6	and	and	CCONJ
ca-2039	473	7	todd	todd	PROPN
ca-2039	473	8	sanders	sanders	PROPN
ca-2039	473	9	,	,	PUNCT
ca-2039	473	10	eds	eds	PROPN
ca-2039	473	11	.	.	PROPN
ca-2039	473	12	2003	2003	NUM
ca-2039	473	13	transparency	transparency	NOUN
ca-2039	473	14	and	and	CCONJ
ca-2039	473	15	conspiracy	conspiracy	NOUN
ca-2039	473	16	:	:	PUNCT
ca-2039	473	17	ethnographies	ethnography	NOUN
ca-2039	473	18	of	of	ADP
ca-2039	473	19	suspicion	suspicion	NOUN
ca-2039	473	20	in	in	ADP
ca-2039	473	21	the	the	DET
ca-2039	473	22	new	new	ADJ
ca-2039	473	23	world	world	NOUN
ca-2039	473	24	order	order	NOUN
ca-2039	473	25	.	.	PUNCT
ca-2039	474	1	durham	durham	PROPN
ca-2039	474	2	,	,	PUNCT
ca-2039	474	3	n.c	n.c	PROPN
ca-2039	474	4	.	.	PROPN
ca-2039	474	5	:	:	PUNCT
ca-2039	475	1	duke	duke	PROPN
ca-2039	475	2	university	university	PROPN
ca-2039	475	3	press	press	NOUN
ca-2039	475	4	.	.	PUNCT
ca-2039	476	1	winichakul	winichakul	PROPN
ca-2039	476	2	,	,	PUNCT
ca-2039	476	3	thongchai	thongchai	ADJ
ca-2039	476	4	1994	1994	NUM
ca-2039	476	5	siam	siam	NOUN
ca-2039	476	6	mapped	map	VERB
ca-2039	476	7	:	:	PUNCT
ca-2039	476	8	a	a	DET
ca-2039	476	9	history	history	NOUN
ca-2039	476	10	of	of	ADP
ca-2039	476	11	the	the	DET
ca-2039	476	12	geo	geo	PROPN
ca-2039	476	13	-	-	PUNCT
ca-2039	476	14	body	body	NOUN
ca-2039	476	15	of	of	ADP
ca-2039	476	16	a	a	DET
ca-2039	476	17	nation	nation	NOUN
ca-2039	476	18	.	.	PUNCT
ca-2039	477	1	honolulu	honolulu	PROPN
ca-2039	477	2	:	:	PUNCT
ca-2039	477	3	university	university	NOUN
ca-2039	477	4	of	of	ADP
ca-2039	477	5	hawaii	hawaii	PROPN
ca-2039	477	6	press	press	PROPN
ca-2039	477	7	.	.	PUNCT
ca-2039	478	1	world	world	PROPN
ca-2039	478	2	bank	bank	PROPN
ca-2039	478	3	1991	1991	NUM
ca-2039	478	4	“	"	PUNCT
ca-2039	478	5	consultative	consultative	ADJ
ca-2039	478	6	group	group	NOUN
ca-2039	478	7	for	for	ADP
ca-2039	478	8	kenya	kenya	PROPN
ca-2039	478	9	paris	paris	PROPN
ca-2039	478	10	,	,	PUNCT
ca-2039	478	11	november	november	PROPN
ca-2039	478	12	25	25	NUM
ca-2039	478	13	and	and	CCONJ
ca-2039	478	14	26	26	NUM
ca-2039	478	15	,	,	PUNCT
ca-2039	478	16	1991	1991	NUM
ca-2039	478	17	:	:	PUNCT
ca-2039	478	18	chairman	chairman	NOUN
ca-2039	478	19	’s	’s	PART
ca-2039	478	20	report	report	NOUN
ca-2039	478	21	of	of	ADP
ca-2039	478	22	proceedings	proceeding	NOUN
ca-2039	478	23	.	.	PUNCT
ca-2039	478	24	”	"	PUNCT
ca-2039	478	25	report	report	VERB
ca-2039	478	26	no	no	INTJ
ca-2039	478	27	.	.	NOUN
ca-2039	478	28	64570	64570	NUM
ca-2039	478	29	.	.	PUNCT
ca-2039	479	1	http://documents.worldbank.org/curated/en/932051468272358163/consultative-group-for-kenya-paris-november-25-and-26-1991-chairmans-report-of-proceedings	http://documents.worldbank.org/curated/en/932051468272358163/consultative-group-for-kenya-paris-november-25-and-26-1991-chairmans-report-of-proceeding	NOUN
ca-2039	479	2	.	.	PUNCT
ca-2039	480	1	zelaza	zelaza	PROPN
ca-2039	480	2	,	,	PUNCT
ca-2039	480	3	tiyambe	tiyambe	NOUN
ca-2039	480	4	1992	1992	NUM
ca-2039	480	5	“	"	PUNCT
ca-2039	480	6	the	the	DET
ca-2039	480	7	colonial	colonial	ADJ
ca-2039	480	8	labour	labour	NOUN
ca-2039	480	9	system	system	NOUN
ca-2039	480	10	in	in	ADP
ca-2039	480	11	kenya	kenya	PROPN
ca-2039	480	12	.	.	PUNCT
ca-2039	480	13	”	"	PUNCT
ca-2039	481	1	in	in	ADP
ca-2039	481	2	an	an	DET
ca-2039	481	3	economic	economic	ADJ
ca-2039	481	4	history	history	NOUN
ca-2039	481	5	of	of	ADP
ca-2039	481	6	kenya	kenya	PROPN
ca-2039	481	7	,	,	PUNCT
ca-2039	481	8	edited	edit	VERB
ca-2039	481	9	by	by	ADP
ca-2039	481	10	william	william	PROPN
ca-2039	481	11	robert	robert	PROPN
ca-2039	481	12	ochieng	ochieng	PROPN
ca-2039	481	13	and	and	CCONJ
ca-2039	481	14	robert	robert	PROPN
ca-2039	481	15	m.	m.	PROPN
ca-2039	481	16	maxon	maxon	PROPN
ca-2039	481	17	,	,	PUNCT
ca-2039	481	18	171–99	171–99	NUM
ca-2039	481	19	.	.	PUNCT
ca-2039	482	1	nairobi	nairobi	PROPN
ca-2039	482	2	:	:	PUNCT
ca-2039	482	3	east	east	ADJ
ca-2039	482	4	african	african	ADJ
ca-2039	482	5	educational	educational	ADJ
ca-2039	482	6	publishers	publisher	NOUN
ca-2039	482	7	.	.	PUNCT