id	sid	tid	token	lemma	pos
bitcs-5361	1	1	vol	vol	NOUN
bitcs-5361	1	2	.	.	PROPN
bitcs-5361	2	1	4	4	NUM
bitcs-5361	2	2	,	,	PUNCT
bitcs-5361	2	3	no.2	no.2	PROPN
bitcs-5361	2	4	july	july	PROPN
bitcs-5361	2	5	2023	2023	NUM
bitcs-5361	2	6	|	|	ADV
bitcs-5361	2	7	76	76	NUM
bitcs-5361	2	8	agglomerative	agglomerative	ADJ
bitcs-5361	2	9	clustering	clustering	NOUN
bitcs-5361	2	10	of	of	ADP
bitcs-5361	2	11	2022	2022	NUM
bitcs-5361	2	12	earthquakes	earthquake	NOUN
bitcs-5361	2	13	in	in	ADP
bitcs-5361	2	14	north	north	NOUN
bitcs-5361	2	15	sulawesi	sulawesi	NOUN
bitcs-5361	2	16	,	,	PUNCT
bitcs-5361	2	17	indonesia	indonesia	PROPN
bitcs-5361	2	18	berton	berton	PROPN
bitcs-5361	2	19	maruli	maruli	PROPN
bitcs-5361	2	20	siahaan1	siahaan1	NOUN
bitcs-5361	2	21	,	,	PUNCT
bitcs-5361	2	22	afrioni	afrioni	NOUN
bitcs-5361	2	23	roma	roma	PROPN
bitcs-5361	2	24	rio2	rio2	PROPN
bitcs-5361	2	25	1,2department	1,2department	NUM
bitcs-5361	2	26	of	of	ADP
bitcs-5361	2	27	physics	physics	NOUN
bitcs-5361	2	28	,	,	PUNCT
bitcs-5361	2	29	faculty	faculty	NOUN
bitcs-5361	2	30	of	of	ADP
bitcs-5361	2	31	mathematic	mathematic	ADJ
bitcs-5361	2	32	and	and	CCONJ
bitcs-5361	2	33	natural	natural	ADJ
bitcs-5361	2	34	science	science	NOUN
bitcs-5361	3	1	,	,	PUNCT
bitcs-5361	3	2	sam	sam	PROPN
bitcs-5361	3	3	ratulangi	ratulangi	VERB
bitcs-5361	3	4	university	university	PROPN
bitcs-5361	3	5	kampus	kampus	PROPN
bitcs-5361	3	6	unsrat	unsrat	PROPN
bitcs-5361	3	7	,	,	PUNCT
bitcs-5361	3	8	bahu	bahu	NOUN
bitcs-5361	3	9	,	,	PUNCT
bitcs-5361	3	10	manado	manado	PROPN
bitcs-5361	3	11	,	,	PUNCT
bitcs-5361	3	12	north	north	NOUN
bitcs-5361	3	13	sulawesi	sulawesi	PROPN
bitcs-5361	3	14	,	,	PUNCT
bitcs-5361	3	15	indonesia	indonesia	PROPN
bitcs-5361	3	16	1bertonsiahaan@unsrat.ac.id	1bertonsiahaan@unsrat.ac.id	NUM
bitcs-5361	3	17	,	,	PUNCT
bitcs-5361	3	18	2afrioni@unsrat.ac.id	2afrioni@unsrat.ac.id	NUM
bitcs-5361	3	19	abstract	abstract	ADJ
bitcs-5361	3	20	this	this	DET
bitcs-5361	3	21	paper	paper	NOUN
bitcs-5361	3	22	presents	present	VERB
bitcs-5361	3	23	a	a	DET
bitcs-5361	3	24	cluster	cluster	NOUN
bitcs-5361	3	25	analysis	analysis	NOUN
bitcs-5361	3	26	of	of	ADP
bitcs-5361	3	27	earthquake	earthquake	NOUN
bitcs-5361	3	28	data	datum	NOUN
bitcs-5361	3	29	in	in	ADP
bitcs-5361	3	30	the	the	DET
bitcs-5361	3	31	surrounding	surround	VERB
bitcs-5361	3	32	region	region	NOUN
bitcs-5361	3	33	of	of	ADP
bitcs-5361	3	34	north	north	PROPN
bitcs-5361	3	35	sulawesi	sulawesi	PROPN
bitcs-5361	3	36	,	,	PUNCT
bitcs-5361	3	37	indonesia	indonesia	PROPN
bitcs-5361	3	38	.	.	PUNCT
bitcs-5361	4	1	the	the	DET
bitcs-5361	4	2	dataset	dataset	NOUN
bitcs-5361	4	3	comprises	comprise	VERB
bitcs-5361	4	4	seismic	seismic	ADJ
bitcs-5361	4	5	data	datum	NOUN
bitcs-5361	4	6	recorded	record	VERB
bitcs-5361	4	7	throughout	throughout	ADP
bitcs-5361	4	8	the	the	DET
bitcs-5361	4	9	year	year	NOUN
bitcs-5361	4	10	2022	2022	NUM
bitcs-5361	4	11	,	,	PUNCT
bitcs-5361	4	12	obtained	obtain	VERB
bitcs-5361	4	13	from	from	ADP
bitcs-5361	4	14	the	the	DET
bitcs-5361	4	15	bmkg	bmkg	PROPN
bitcs-5361	4	16	earthquake	earthquake	NOUN
bitcs-5361	4	17	repository	repository	NOUN
bitcs-5361	4	18	.	.	PUNCT
bitcs-5361	5	1	a	a	DET
bitcs-5361	5	2	total	total	NOUN
bitcs-5361	5	3	of	of	ADP
bitcs-5361	5	4	211	211	NUM
bitcs-5361	5	5	earthquakes	earthquake	NOUN
bitcs-5361	5	6	were	be	AUX
bitcs-5361	5	7	included	include	VERB
bitcs-5361	5	8	in	in	ADP
bitcs-5361	5	9	the	the	DET
bitcs-5361	5	10	analysis	analysis	NOUN
bitcs-5361	5	11	,	,	PUNCT
bitcs-5361	5	12	with	with	ADP
bitcs-5361	5	13	a	a	DET
bitcs-5361	5	14	minimum	minimum	ADJ
bitcs-5361	5	15	magnitude	magnitude	NOUN
bitcs-5361	5	16	threshold	threshold	NOUN
bitcs-5361	5	17	of	of	ADP
bitcs-5361	5	18	2.5	2.5	NUM
bitcs-5361	5	19	and	and	CCONJ
bitcs-5361	5	20	a	a	DET
bitcs-5361	5	21	maximum	maximum	ADJ
bitcs-5361	5	22	depth	depth	NOUN
bitcs-5361	5	23	of	of	ADP
bitcs-5361	5	24	300	300	NUM
bitcs-5361	5	25	km	km	NOUN
bitcs-5361	5	26	.	.	PUNCT
bitcs-5361	6	1	the	the	DET
bitcs-5361	6	2	agglomerative	agglomerative	ADJ
bitcs-5361	6	3	clustering	clustering	ADJ
bitcs-5361	6	4	technique	technique	NOUN
bitcs-5361	6	5	,	,	PUNCT
bitcs-5361	6	6	combined	combine	VERB
bitcs-5361	6	7	with	with	ADP
bitcs-5361	6	8	the	the	DET
bitcs-5361	6	9	elbow	elbow	NOUN
bitcs-5361	6	10	method	method	NOUN
bitcs-5361	6	11	,	,	PUNCT
bitcs-5361	6	12	was	be	AUX
bitcs-5361	6	13	employed	employ	VERB
bitcs-5361	6	14	to	to	PART
bitcs-5361	6	15	determine	determine	VERB
bitcs-5361	6	16	the	the	DET
bitcs-5361	6	17	optimal	optimal	ADJ
bitcs-5361	6	18	and	and	CCONJ
bitcs-5361	6	19	distinct	distinct	ADJ
bitcs-5361	6	20	number	number	NOUN
bitcs-5361	6	21	of	of	ADP
bitcs-5361	6	22	clusters	cluster	NOUN
bitcs-5361	6	23	.	.	PUNCT
bitcs-5361	7	1	as	as	ADP
bitcs-5361	7	2	a	a	DET
bitcs-5361	7	3	result	result	NOUN
bitcs-5361	7	4	,	,	PUNCT
bitcs-5361	7	5	four	four	NUM
bitcs-5361	7	6	unique	unique	ADJ
bitcs-5361	7	7	clusters	cluster	NOUN
bitcs-5361	7	8	were	be	AUX
bitcs-5361	7	9	identified	identify	VERB
bitcs-5361	7	10	.	.	PUNCT
bitcs-5361	8	1	cluster	cluster	NOUN
bitcs-5361	8	2	1	1	NUM
bitcs-5361	8	3	exhibited	exhibit	VERB
bitcs-5361	8	4	high	high	ADJ
bitcs-5361	8	5	magnitudes	magnitude	NOUN
bitcs-5361	8	6	,	,	PUNCT
bitcs-5361	8	7	with	with	ADP
bitcs-5361	8	8	an	an	DET
bitcs-5361	8	9	average	average	ADJ
bitcs-5361	8	10	magnitude	magnitude	NOUN
bitcs-5361	8	11	of	of	ADP
bitcs-5361	8	12	4.4	4.4	NUM
bitcs-5361	8	13	,	,	PUNCT
bitcs-5361	8	14	and	and	CCONJ
bitcs-5361	8	15	shallow	shallow	ADJ
bitcs-5361	8	16	depths	depth	NOUN
bitcs-5361	8	17	,	,	PUNCT
bitcs-5361	8	18	averaging	average	VERB
bitcs-5361	8	19	at	at	ADP
bitcs-5361	8	20	20	20	NUM
bitcs-5361	8	21	km	km	NOUN
bitcs-5361	8	22	.	.	PUNCT
bitcs-5361	9	1	cluster	cluster	NOUN
bitcs-5361	9	2	2	2	NUM
bitcs-5361	9	3	also	also	ADV
bitcs-5361	9	4	had	have	VERB
bitcs-5361	9	5	high	high	ADJ
bitcs-5361	9	6	magnitudes	magnitude	NOUN
bitcs-5361	9	7	,	,	PUNCT
bitcs-5361	9	8	averaging	average	VERB
bitcs-5361	9	9	at	at	ADP
bitcs-5361	9	10	4.4	4.4	NUM
bitcs-5361	9	11	,	,	PUNCT
bitcs-5361	9	12	but	but	CCONJ
bitcs-5361	9	13	deeper	deep	ADJ
bitcs-5361	9	14	depths	depth	NOUN
bitcs-5361	9	15	,	,	PUNCT
bitcs-5361	9	16	with	with	ADP
bitcs-5361	9	17	an	an	DET
bitcs-5361	9	18	average	average	NOUN
bitcs-5361	9	19	of	of	ADP
bitcs-5361	9	20	199	199	NUM
bitcs-5361	9	21	km	km	NOUN
bitcs-5361	9	22	.	.	PUNCT
bitcs-5361	10	1	cluster	cluster	NOUN
bitcs-5361	10	2	3	3	NUM
bitcs-5361	10	3	consisted	consist	VERB
bitcs-5361	10	4	of	of	ADP
bitcs-5361	10	5	earthquakes	earthquake	NOUN
bitcs-5361	10	6	with	with	ADP
bitcs-5361	10	7	low	low	ADJ
bitcs-5361	10	8	magnitudes	magnitude	NOUN
bitcs-5361	10	9	,	,	PUNCT
bitcs-5361	10	10	averaging	average	VERB
bitcs-5361	10	11	at	at	ADP
bitcs-5361	10	12	3.4	3.4	NUM
bitcs-5361	10	13	,	,	PUNCT
bitcs-5361	10	14	and	and	CCONJ
bitcs-5361	10	15	shallow	shallow	ADJ
bitcs-5361	10	16	depths	depth	NOUN
bitcs-5361	10	17	,	,	PUNCT
bitcs-5361	10	18	averaging	average	VERB
bitcs-5361	10	19	at	at	ADP
bitcs-5361	10	20	21	21	NUM
bitcs-5361	10	21	km	km	NOUN
bitcs-5361	10	22	.	.	PUNCT
bitcs-5361	11	1	lastly	lastly	ADV
bitcs-5361	11	2	,	,	PUNCT
bitcs-5361	11	3	cluster	cluster	NOUN
bitcs-5361	11	4	4	4	NUM
bitcs-5361	11	5	comprised	comprise	VERB
bitcs-5361	11	6	earthquakes	earthquake	NOUN
bitcs-5361	11	7	with	with	ADP
bitcs-5361	11	8	low	low	ADJ
bitcs-5361	11	9	magnitudes	magnitude	NOUN
bitcs-5361	11	10	,	,	PUNCT
bitcs-5361	11	11	averaging	average	VERB
bitcs-5361	11	12	at	at	ADP
bitcs-5361	11	13	3.4	3.4	NUM
bitcs-5361	11	14	,	,	PUNCT
bitcs-5361	11	15	but	but	CCONJ
bitcs-5361	11	16	deeper	deep	ADJ
bitcs-5361	11	17	depths	depth	NOUN
bitcs-5361	11	18	,	,	PUNCT
bitcs-5361	11	19	with	with	ADP
bitcs-5361	11	20	an	an	DET
bitcs-5361	11	21	average	average	NOUN
bitcs-5361	11	22	of	of	ADP
bitcs-5361	11	23	136	136	NUM
bitcs-5361	11	24	km	km	NOUN
bitcs-5361	11	25	.	.	PUNCT
bitcs-5361	12	1	among	among	ADP
bitcs-5361	12	2	the	the	DET
bitcs-5361	12	3	211	211	NUM
bitcs-5361	12	4	earthquakes	earthquake	NOUN
bitcs-5361	12	5	,	,	PUNCT
bitcs-5361	12	6	29	29	NUM
bitcs-5361	12	7	were	be	AUX
bitcs-5361	12	8	assigned	assign	VERB
bitcs-5361	12	9	to	to	PART
bitcs-5361	12	10	cluster	cluster	VERB
bitcs-5361	12	11	1	1	NUM
bitcs-5361	12	12	,	,	PUNCT
bitcs-5361	12	13	39	39	NUM
bitcs-5361	12	14	to	to	PART
bitcs-5361	12	15	cluster	cluster	VERB
bitcs-5361	12	16	2	2	NUM
bitcs-5361	12	17	,	,	PUNCT
bitcs-5361	12	18	100	100	NUM
bitcs-5361	12	19	to	to	PART
bitcs-5361	12	20	cluster	cluster	VERB
bitcs-5361	12	21	3	3	NUM
bitcs-5361	12	22	,	,	PUNCT
bitcs-5361	12	23	which	which	PRON
bitcs-5361	12	24	had	have	VERB
bitcs-5361	12	25	the	the	DET
bitcs-5361	12	26	highest	high	ADJ
bitcs-5361	12	27	population	population	NOUN
bitcs-5361	12	28	,	,	PUNCT
bitcs-5361	12	29	and	and	CCONJ
bitcs-5361	12	30	43	43	NUM
bitcs-5361	12	31	to	to	PART
bitcs-5361	12	32	cluster	cluster	VERB
bitcs-5361	12	33	4	4	NUM
bitcs-5361	12	34	.	.	PUNCT
bitcs-5361	13	1	this	this	DET
bitcs-5361	13	2	study	study	NOUN
bitcs-5361	13	3	provides	provide	VERB
bitcs-5361	13	4	valuable	valuable	ADJ
bitcs-5361	13	5	insights	insight	NOUN
bitcs-5361	13	6	into	into	ADP
bitcs-5361	13	7	the	the	DET
bitcs-5361	13	8	clustering	cluster	VERB
bitcs-5361	13	9	patterns	pattern	NOUN
bitcs-5361	13	10	and	and	CCONJ
bitcs-5361	13	11	characteristics	characteristic	NOUN
bitcs-5361	13	12	of	of	ADP
bitcs-5361	13	13	earthquakes	earthquake	NOUN
bitcs-5361	13	14	in	in	ADP
bitcs-5361	13	15	the	the	DET
bitcs-5361	13	16	region	region	NOUN
bitcs-5361	13	17	,	,	PUNCT
bitcs-5361	13	18	contributing	contribute	VERB
bitcs-5361	13	19	to	to	ADP
bitcs-5361	13	20	a	a	DET
bitcs-5361	13	21	better	well	ADJ
bitcs-5361	13	22	understanding	understanding	NOUN
bitcs-5361	13	23	of	of	ADP
bitcs-5361	13	24	seismic	seismic	ADJ
bitcs-5361	13	25	activity	activity	NOUN
bitcs-5361	13	26	in	in	ADP
bitcs-5361	13	27	north	north	NOUN
bitcs-5361	13	28	sulawesi	sulawesi	PROPN
bitcs-5361	13	29	,	,	PUNCT
bitcs-5361	13	30	indonesia	indonesia	PROPN
bitcs-5361	13	31	.	.	PUNCT
bitcs-5361	14	1	keywords	keyword	NOUN
bitcs-5361	14	2	:	:	PUNCT
bitcs-5361	14	3	earthquake	earthquake	NOUN
bitcs-5361	14	4	clustering	clustering	NOUN
bitcs-5361	14	5	;	;	PUNCT
bitcs-5361	14	6	earthquakes	earthquake	NOUN
bitcs-5361	14	7	data	datum	NOUN
bitcs-5361	14	8	,	,	PUNCT
bitcs-5361	14	9	machine	machine	NOUN
bitcs-5361	14	10	learning	learning	NOUN
bitcs-5361	14	11	;	;	PUNCT
bitcs-5361	14	12	agglomerative	agglomerative	ADJ
bitcs-5361	14	13	clustering	cluster	VERB
bitcs-5361	14	14	abstrak	abstrak	PROPN
bitcs-5361	14	15	artikel	artikel	PROPN
bitcs-5361	14	16	ini	ini	PROPN
bitcs-5361	14	17	membahas	membahas	PROPN
bitcs-5361	14	18	analisis	analisis	PROPN
bitcs-5361	14	19	klasterisasi	klasterisasi	PROPN
bitcs-5361	14	20	pada	pada	PROPN
bitcs-5361	14	21	data	data	PROPN
bitcs-5361	14	22	gempa	gempa	PROPN
bitcs-5361	14	23	bumi	bumi	PROPN
bitcs-5361	14	24	di	di	PROPN
bitcs-5361	14	25	sekitar	sekitar	PROPN
bitcs-5361	14	26	sulawesi	sulawesi	PROPN
bitcs-5361	14	27	utara	utara	PROPN
bitcs-5361	14	28	,	,	PUNCT
bitcs-5361	14	29	indonesia	indonesia	PROPN
bitcs-5361	14	30	.	.	PUNCT
bitcs-5361	15	1	data	data	PROPN
bitcs-5361	15	2	yang	yang	PROPN
bitcs-5361	15	3	digunakan	digunakan	PROPN
bitcs-5361	15	4	adalah	adalah	PROPN
bitcs-5361	15	5	data	data	PROPN
bitcs-5361	15	6	gempa	gempa	PROPN
bitcs-5361	15	7	bumi	bumi	PROPN
bitcs-5361	15	8	yang	yang	PROPN
bitcs-5361	15	9	terjadi	terjadi	PROPN
bitcs-5361	15	10	selama	selama	PROPN
bitcs-5361	15	11	tahun	tahun	PROPN
bitcs-5361	15	12	2022	2022	NUM
bitcs-5361	15	13	yang	yang	PROPN
bitcs-5361	15	14	diperoleh	diperoleh	PROPN
bitcs-5361	15	15	dari	dari	PROPN
bitcs-5361	15	16	repositori	repositori	PROPN
bitcs-5361	15	17	gempa	gempa	PROPN
bitcs-5361	15	18	bmkg	bmkg	PROPN
bitcs-5361	15	19	.	.	PUNCT
bitcs-5361	16	1	terdapat	terdapat	PROPN
bitcs-5361	16	2	211	211	NUM
bitcs-5361	16	3	gempa	gempa	NOUN
bitcs-5361	16	4	bumi	bumi	PROPN
bitcs-5361	16	5	yang	yang	PROPN
bitcs-5361	16	6	dianalisis	dianalisis	PROPN
bitcs-5361	16	7	dengan	dengan	PROPN
bitcs-5361	16	8	batas	batas	PROPN
bitcs-5361	16	9	magnitudo	magnitudo	PROPN
bitcs-5361	16	10	terendah	terendah	PROPN
bitcs-5361	16	11	2,5	2,5	NUM
bitcs-5361	16	12	dan	dan	PROPN
bitcs-5361	16	13	kedalaman	kedalaman	PROPN
bitcs-5361	16	14	maksimum	maksimum	ADJ
bitcs-5361	16	15	300	300	NUM
bitcs-5361	16	16	km	km	NOUN
bitcs-5361	16	17	.	.	PUNCT
bitcs-5361	17	1	dalam	dalam	PROPN
bitcs-5361	17	2	penelitian	penelitian	PROPN
bitcs-5361	17	3	ini	ini	PROPN
bitcs-5361	17	4	,	,	PUNCT
bitcs-5361	17	5	digunakan	digunakan	PROPN
bitcs-5361	17	6	teknik	teknik	PROPN
bitcs-5361	17	7	klasterisasi	klasterisasi	PROPN
bitcs-5361	17	8	aglomeratif	aglomeratif	PROPN
bitcs-5361	17	9	dan	dan	PROPN
bitcs-5361	17	10	metode	metode	PROPN
bitcs-5361	17	11	elbow	elbow	PROPN
bitcs-5361	17	12	untuk	untuk	PROPN
bitcs-5361	17	13	menentukan	menentukan	PROPN
bitcs-5361	17	14	jumlah	jumlah	PROPN
bitcs-5361	17	15	klaster	klaster	PROPN
bitcs-5361	17	16	yang	yang	PROPN
bitcs-5361	17	17	optimal	optimal	PROPN
bitcs-5361	17	18	dan	dan	PROPN
bitcs-5361	17	19	unik	unik	PROPN
bitcs-5361	17	20	.	.	PUNCT
bitcs-5361	18	1	hasilnya	hasilnya	PROPN
bitcs-5361	18	2	,	,	PUNCT
bitcs-5361	18	3	ditemukan	ditemukan	PROPN
bitcs-5361	18	4	empat	empat	PROPN
bitcs-5361	18	5	klaster	klaster	PROPN
bitcs-5361	18	6	yang	yang	PROPN
bitcs-5361	18	7	unik	unik	PROPN
bitcs-5361	18	8	.	.	PUNCT
bitcs-5361	19	1	klaster	klaster	PROPN
bitcs-5361	19	2	1	1	NUM
bitcs-5361	19	3	memiliki	memiliki	PROPN
bitcs-5361	19	4	gempa	gempa	PROPN
bitcs-5361	19	5	bumi	bumi	PROPN
bitcs-5361	19	6	dengan	dengan	PROPN
bitcs-5361	19	7	magnitudo	magnitudo	PROPN
bitcs-5361	19	8	tinggi	tinggi	PROPN
bitcs-5361	19	9	rata	rata	NOUN
bitcs-5361	19	10	-	-	PUNCT
bitcs-5361	19	11	rata	rata	ADJ
bitcs-5361	19	12	sebesar	sebesar	NOUN
bitcs-5361	19	13	4,4	4,4	NUM
bitcs-5361	19	14	dan	dan	PROPN
bitcs-5361	19	15	kedalaman	kedalaman	PROPN
bitcs-5361	19	16	dangkal	dangkal	PROPN
bitcs-5361	19	17	rata	rata	NOUN
bitcs-5361	19	18	-	-	PUNCT
bitcs-5361	19	19	rata	rata	ADJ
bitcs-5361	19	20	sebesar	sebesar	NOUN
bitcs-5361	19	21	20	20	NUM
bitcs-5361	19	22	km	km	NOUN
bitcs-5361	19	23	.	.	PUNCT
bitcs-5361	20	1	klaster	klaster	PROPN
bitcs-5361	20	2	2	2	PROPN
bitcs-5361	20	3	juga	juga	PROPN
bitcs-5361	20	4	memiliki	memiliki	PROPN
bitcs-5361	20	5	gempa	gempa	PROPN
bitcs-5361	20	6	bumi	bumi	PROPN
bitcs-5361	20	7	dengan	dengan	PROPN
bitcs-5361	20	8	magnitudo	magnitudo	PROPN
bitcs-5361	20	9	tinggi	tinggi	PROPN
bitcs-5361	20	10	rata	rata	PROPN
bitcs-5361	20	11	-	-	PUNCT
bitcs-5361	20	12	rata	rata	ADJ
bitcs-5361	20	13	4,4	4,4	NUM
bitcs-5361	20	14	,	,	PUNCT
bitcs-5361	20	15	namun	namun	PROPN
bitcs-5361	20	16	kedalaman	kedalaman	PROPN
bitcs-5361	20	17	lebih	lebih	PROPN
bitcs-5361	20	18	dalam	dalam	PROPN
bitcs-5361	20	19	rata	rata	NOUN
bitcs-5361	20	20	-	-	PUNCT
bitcs-5361	20	21	rata	rata	ADJ
bitcs-5361	20	22	sebesar	sebesar	NOUN
bitcs-5361	20	23	199	199	NUM
bitcs-5361	20	24	km	km	NOUN
bitcs-5361	20	25	.	.	PUNCT
bitcs-5361	21	1	klaster	klaster	NOUN
bitcs-5361	21	2	3	3	NUM
bitcs-5361	21	3	terdiri	terdiri	PROPN
bitcs-5361	21	4	dari	dari	PROPN
bitcs-5361	21	5	gempa	gempa	PROPN
bitcs-5361	21	6	bumi	bumi	PROPN
bitcs-5361	21	7	dengan	dengan	PROPN
bitcs-5361	21	8	magnitudo	magnitudo	PROPN
bitcs-5361	21	9	rendah	rendah	PROPN
bitcs-5361	21	10	rata	rata	NOUN
bitcs-5361	21	11	-	-	PUNCT
bitcs-5361	21	12	rata	rata	ADJ
bitcs-5361	21	13	3,4	3,4	NUM
bitcs-5361	21	14	dan	dan	PROPN
bitcs-5361	21	15	kedalaman	kedalaman	PROPN
bitcs-5361	21	16	dangkal	dangkal	ADJ
bitcs-5361	21	17	rata	rata	NOUN
bitcs-5361	21	18	-	-	PUNCT
bitcs-5361	21	19	rata	rata	ADJ
bitcs-5361	21	20	sebesar	sebesar	NOUN
bitcs-5361	21	21	21	21	NUM
bitcs-5361	21	22	km	km	NOUN
bitcs-5361	21	23	.	.	PUNCT
bitcs-5361	22	1	klaster	klaster	NOUN
bitcs-5361	22	2	4	4	NUM
bitcs-5361	22	3	terdiri	terdiri	PROPN
bitcs-5361	22	4	dari	dari	PROPN
bitcs-5361	22	5	gempa	gempa	PROPN
bitcs-5361	22	6	bumi	bumi	PROPN
bitcs-5361	22	7	dengan	dengan	PROPN
bitcs-5361	22	8	magnitudo	magnitudo	PROPN
bitcs-5361	22	9	rendah	rendah	PROPN
bitcs-5361	22	10	rata	rata	NOUN
bitcs-5361	22	11	-	-	PUNCT
bitcs-5361	22	12	rata	rata	ADJ
bitcs-5361	22	13	3,4	3,4	NUM
bitcs-5361	22	14	,	,	PUNCT
bitcs-5361	22	15	namun	namun	PROPN
bitcs-5361	22	16	kedalaman	kedalaman	PROPN
bitcs-5361	22	17	lebih	lebih	PROPN
bitcs-5361	22	18	dalam	dalam	PROPN
bitcs-5361	22	19	rata	rata	NOUN
bitcs-5361	22	20	-	-	PUNCT
bitcs-5361	22	21	rata	rata	ADJ
bitcs-5361	22	22	sebesar	sebesar	NOUN
bitcs-5361	22	23	136	136	NUM
bitcs-5361	22	24	km	km	NOUN
bitcs-5361	22	25	.	.	PUNCT
bitcs-5361	23	1	dari	dari	PROPN
bitcs-5361	23	2	total	total	VERB
bitcs-5361	23	3	211	211	NUM
bitcs-5361	23	4	gempa	gempa	NOUN
bitcs-5361	23	5	bumi	bumi	PROPN
bitcs-5361	23	6	yang	yang	PROPN
bitcs-5361	23	7	dianalisis	dianalisis	PROPN
bitcs-5361	23	8	,	,	PUNCT
bitcs-5361	23	9	terdapat	terdapat	X
bitcs-5361	23	10	29	29	NUM
bitcs-5361	23	11	gempa	gempa	NOUN
bitcs-5361	23	12	bumi	bumi	PROPN
bitcs-5361	23	13	dalam	dalam	PROPN
bitcs-5361	23	14	klaster	klaster	PROPN
bitcs-5361	23	15	1	1	NUM
bitcs-5361	23	16	,	,	PUNCT
bitcs-5361	23	17	39	39	NUM
bitcs-5361	23	18	gempa	gempa	NOUN
bitcs-5361	23	19	bumi	bumi	PROPN
bitcs-5361	23	20	dalam	dalam	PROPN
bitcs-5361	23	21	klaster	klaster	PROPN
bitcs-5361	23	22	2	2	NUM
bitcs-5361	23	23	,	,	PUNCT
bitcs-5361	23	24	100	100	NUM
bitcs-5361	23	25	gempa	gempa	NOUN
bitcs-5361	23	26	bumi	bumi	PROPN
bitcs-5361	23	27	dalam	dalam	PROPN
bitcs-5361	23	28	klaster	klaster	PROPN
bitcs-5361	23	29	3	3	NUM
bitcs-5361	23	30	yang	yang	PROPN
bitcs-5361	23	31	memiliki	memiliki	PROPN
bitcs-5361	23	32	populasi	populasi	PROPN
bitcs-5361	23	33	terbanyak	terbanyak	PROPN
bitcs-5361	23	34	,	,	PUNCT
bitcs-5361	23	35	dan	dan	PROPN
bitcs-5361	23	36	43	43	NUM
bitcs-5361	23	37	gempa	gempa	PROPN
bitcs-5361	23	38	bumi	bumi	PROPN
bitcs-5361	23	39	dalam	dalam	PROPN
bitcs-5361	23	40	klaster	klaster	PROPN
bitcs-5361	23	41	4	4	PROPN
bitcs-5361	23	42	.	.	PUNCT
bitcs-5361	23	43	penelitian	penelitian	PROPN
bitcs-5361	23	44	ini	ini	PROPN
bitcs-5361	23	45	memberikan	memberikan	PROPN
bitcs-5361	23	46	pemahaman	pemahaman	PROPN
bitcs-5361	23	47	yang	yang	PROPN
bitcs-5361	23	48	lebih	lebih	PROPN
bitcs-5361	23	49	baik	baik	PROPN
bitcs-5361	23	50	mengenai	mengenai	PROPN
bitcs-5361	23	51	pola	pola	PROPN
bitcs-5361	23	52	dan	dan	PROPN
bitcs-5361	23	53	karakteristik	karakteristik	PROPN
bitcs-5361	23	54	gempa	gempa	PROPN
bitcs-5361	23	55	bumi	bumi	PROPN
bitcs-5361	23	56	di	di	PROPN
bitcs-5361	23	57	wilayah	wilayah	PROPN
bitcs-5361	23	58	sulawesi	sulawesi	PROPN
bitcs-5361	23	59	utara	utara	PROPN
bitcs-5361	23	60	,	,	PUNCT
bitcs-5361	23	61	indonesia	indonesia	PROPN
bitcs-5361	23	62	.	.	PUNCT
bitcs-5361	23	63	kata	kata	PROPN
bitcs-5361	23	64	kunci	kunci	PROPN
bitcs-5361	23	65	:	:	PUNCT
bitcs-5361	23	66	klasterisasi	klasterisasi	PROPN
bitcs-5361	23	67	gempa	gempa	PROPN
bitcs-5361	23	68	bumi	bumi	PROPN
bitcs-5361	23	69	;	;	PUNCT
bitcs-5361	23	70	data	datum	NOUN
bitcs-5361	23	71	gempa	gempa	NOUN
bitcs-5361	23	72	;	;	PUNCT
bitcs-5361	23	73	machine	machine	NOUN
bitcs-5361	23	74	learning	learning	NOUN
bitcs-5361	23	75	:	:	PUNCT
bitcs-5361	23	76	agglomerative	agglomerative	ADJ
bitcs-5361	23	77	clustering	cluster	VERB
bitcs-5361	23	78	p	p	X
bitcs-5361	23	79	-	-	PUNCT
bitcs-5361	23	80	issn	issn	NOUN
bitcs-5361	23	81	:	:	PUNCT
bitcs-5361	23	82	2715	2715	NUM
bitcs-5361	23	83	-	-	SYM
bitcs-5361	23	84	2448	2448	NUM
bitcs-5361	23	85	|	|	NOUN
bitcs-5361	23	86	e	e	NOUN
bitcs-5361	23	87	-	-	NOUN
bitcs-5361	23	88	issn	issn	X
bitcs-5361	23	89	:	:	PUNCT
bitcs-5361	23	90	2715	2715	NUM
bitcs-5361	23	91	-	-	SYM
bitcs-5361	23	92	7199	7199	NUM
bitcs-5361	23	93	vol.4	vol.4	PROPN
bitcs-5361	23	94	no.2	no.2	NUM
bitcs-5361	23	95	july	july	PROPN
bitcs-5361	23	96	2023	2023	NUM
bitcs-5361	23	97	buana	buana	PROPN
bitcs-5361	23	98	information	information	PROPN
bitcs-5361	23	99	technology	technology	NOUN
bitcs-5361	23	100	and	and	CCONJ
bitcs-5361	23	101	computer	computer	NOUN
bitcs-5361	23	102	sciences	science	NOUN
bitcs-5361	23	103	(	(	PUNCT
bitcs-5361	23	104	bit	bit	NOUN
bitcs-5361	23	105	and	and	CCONJ
bitcs-5361	23	106	cs	cs	ADJ
bitcs-5361	23	107	)	)	PUNCT
bitcs-5361	23	108	vol	vol	NOUN
bitcs-5361	23	109	.	.	PROPN
bitcs-5361	23	110	4	4	NUM
bitcs-5361	23	111	,	,	PUNCT
bitcs-5361	23	112	no.2	no.2	PROPN
bitcs-5361	23	113	july	july	PROPN
bitcs-5361	23	114	2023	2023	NUM
bitcs-5361	23	115	|	|	ADV
bitcs-5361	23	116	77	77	NUM
bitcs-5361	23	117	i.	i.	NOUN
bitcs-5361	23	118	introduction	introduction	NOUN
bitcs-5361	23	119	earthquakes	earthquake	NOUN
bitcs-5361	23	120	are	be	AUX
bitcs-5361	23	121	natural	natural	ADJ
bitcs-5361	23	122	phenomena	phenomenon	NOUN
bitcs-5361	23	123	that	that	PRON
bitcs-5361	23	124	frequently	frequently	ADV
bitcs-5361	23	125	occur	occur	VERB
bitcs-5361	23	126	in	in	ADP
bitcs-5361	23	127	various	various	ADJ
bitcs-5361	23	128	regions	region	NOUN
bitcs-5361	23	129	around	around	ADP
bitcs-5361	23	130	the	the	DET
bitcs-5361	23	131	world	world	NOUN
bitcs-5361	23	132	,	,	PUNCT
bitcs-5361	23	133	including	include	VERB
bitcs-5361	23	134	indonesia	indonesia	PROPN
bitcs-5361	23	135	,	,	PUNCT
bitcs-5361	23	136	which	which	PRON
bitcs-5361	23	137	is	be	AUX
bitcs-5361	23	138	known	know	VERB
bitcs-5361	23	139	for	for	ADP
bitcs-5361	23	140	its	its	PRON
bitcs-5361	23	141	high	high	ADJ
bitcs-5361	23	142	seismic	seismic	ADJ
bitcs-5361	23	143	activity	activity	NOUN
bitcs-5361	23	144	.	.	PUNCT
bitcs-5361	24	1	this	this	DET
bitcs-5361	24	2	region	region	NOUN
bitcs-5361	24	3	is	be	AUX
bitcs-5361	24	4	located	locate	VERB
bitcs-5361	24	5	around	around	ADP
bitcs-5361	24	6	the	the	DET
bitcs-5361	24	7	pacific	pacific	PROPN
bitcs-5361	24	8	ocean	ocean	NOUN
bitcs-5361	24	9	,	,	PUNCT
bitcs-5361	24	10	known	know	VERB
bitcs-5361	24	11	as	as	ADP
bitcs-5361	24	12	the	the	DET
bitcs-5361	24	13	pacific	pacific	PROPN
bitcs-5361	24	14	ring	ring	NOUN
bitcs-5361	24	15	of	of	ADP
bitcs-5361	24	16	fire	fire	NOUN
bitcs-5361	24	17	(	(	PUNCT
bitcs-5361	24	18	rof	rof	PROPN
bitcs-5361	24	19	)	)	PUNCT
bitcs-5361	24	20	.	.	PUNCT
bitcs-5361	25	1	the	the	DET
bitcs-5361	25	2	pacific	pacific	PROPN
bitcs-5361	25	3	ring	ring	NOUN
bitcs-5361	25	4	of	of	ADP
bitcs-5361	25	5	fire	fire	NOUN
bitcs-5361	25	6	is	be	AUX
bitcs-5361	25	7	a	a	DET
bitcs-5361	25	8	long	long	ADJ
bitcs-5361	25	9	chain	chain	NOUN
bitcs-5361	25	10	of	of	ADP
bitcs-5361	25	11	active	active	ADJ
bitcs-5361	25	12	volcanoes	volcano	NOUN
bitcs-5361	25	13	and	and	CCONJ
bitcs-5361	25	14	tectonic	tectonic	ADJ
bitcs-5361	25	15	structures	structure	NOUN
bitcs-5361	25	16	encircling	encircle	VERB
bitcs-5361	25	17	the	the	DET
bitcs-5361	25	18	pacific	pacific	ADJ
bitcs-5361	25	19	ocean	ocean	NOUN
bitcs-5361	25	20	.	.	PUNCT
bitcs-5361	26	1	it	it	PRON
bitcs-5361	26	2	stretches	stretch	VERB
bitcs-5361	26	3	along	along	ADP
bitcs-5361	26	4	the	the	DET
bitcs-5361	26	5	western	western	ADJ
bitcs-5361	26	6	coast	coast	NOUN
bitcs-5361	26	7	of	of	ADP
bitcs-5361	26	8	south	south	PROPN
bitcs-5361	26	9	and	and	CCONJ
bitcs-5361	26	10	north	north	PROPN
bitcs-5361	26	11	america	america	PROPN
bitcs-5361	26	12	,	,	PUNCT
bitcs-5361	26	13	passes	pass	VERB
bitcs-5361	26	14	through	through	ADP
bitcs-5361	26	15	the	the	DET
bitcs-5361	26	16	aleutian	aleutian	ADJ
bitcs-5361	26	17	islands	island	NOUN
bitcs-5361	26	18	in	in	ADP
bitcs-5361	26	19	alaska	alaska	PROPN
bitcs-5361	26	20	,	,	PUNCT
bitcs-5361	26	21	extends	extend	VERB
bitcs-5361	26	22	along	along	ADP
bitcs-5361	26	23	the	the	DET
bitcs-5361	26	24	eastern	eastern	ADJ
bitcs-5361	26	25	coast	coast	NOUN
bitcs-5361	26	26	of	of	ADP
bitcs-5361	26	27	asia	asia	PROPN
bitcs-5361	26	28	through	through	ADP
bitcs-5361	26	29	new	new	PROPN
bitcs-5361	26	30	zealand	zealand	PROPN
bitcs-5361	26	31	,	,	PUNCT
bitcs-5361	26	32	and	and	CCONJ
bitcs-5361	26	33	reaches	reach	VERB
bitcs-5361	26	34	the	the	DET
bitcs-5361	26	35	northern	northern	ADJ
bitcs-5361	26	36	coast	coast	NOUN
bitcs-5361	26	37	of	of	ADP
bitcs-5361	26	38	antarctica	antarctica	PROPN
bitcs-5361	26	39	.	.	PUNCT
bitcs-5361	27	1	the	the	DET
bitcs-5361	27	2	pacific	pacific	PROPN
bitcs-5361	27	3	ring	ring	NOUN
bitcs-5361	27	4	of	of	ADP
bitcs-5361	27	5	fire	fire	NOUN
bitcs-5361	27	6	is	be	AUX
bitcs-5361	27	7	one	one	NUM
bitcs-5361	27	8	of	of	ADP
bitcs-5361	27	9	the	the	DET
bitcs-5361	27	10	most	most	ADV
bitcs-5361	27	11	active	active	ADJ
bitcs-5361	27	12	geological	geological	ADJ
bitcs-5361	27	13	areas	area	NOUN
bitcs-5361	27	14	on	on	ADP
bitcs-5361	27	15	earth	earth	NOUN
bitcs-5361	27	16	and	and	CCONJ
bitcs-5361	27	17	often	often	ADV
bitcs-5361	27	18	experiences	experience	VERB
bitcs-5361	27	19	powerful	powerful	ADJ
bitcs-5361	27	20	earthquakes	earthquake	NOUN
bitcs-5361	27	21	and	and	CCONJ
bitcs-5361	27	22	volcanic	volcanic	ADJ
bitcs-5361	27	23	eruptions	eruption	NOUN
bitcs-5361	27	24	.	.	PUNCT
bitcs-5361	28	1	it	it	PRON
bitcs-5361	28	2	is	be	AUX
bitcs-5361	28	3	home	home	NOUN
bitcs-5361	28	4	to	to	ADP
bitcs-5361	28	5	over	over	ADP
bitcs-5361	28	6	450	450	NUM
bitcs-5361	28	7	active	active	ADJ
bitcs-5361	28	8	and	and	CCONJ
bitcs-5361	28	9	inactive	inactive	ADJ
bitcs-5361	28	10	volcanoes	volcano	NOUN
bitcs-5361	28	11	.	.	PUNCT
bitcs-5361	29	1	most	most	ADJ
bitcs-5361	29	2	of	of	ADP
bitcs-5361	29	3	these	these	DET
bitcs-5361	29	4	volcanoes	volcano	NOUN
bitcs-5361	29	5	are	be	AUX
bitcs-5361	29	6	formed	form	VERB
bitcs-5361	29	7	through	through	ADP
bitcs-5361	29	8	the	the	DET
bitcs-5361	29	9	process	process	NOUN
bitcs-5361	29	10	of	of	ADP
bitcs-5361	29	11	subduction	subduction	NOUN
bitcs-5361	29	12	,	,	PUNCT
bitcs-5361	29	13	where	where	SCONJ
bitcs-5361	29	14	dense	dense	ADJ
bitcs-5361	29	15	oceanic	oceanic	ADJ
bitcs-5361	29	16	plates	plate	NOUN
bitcs-5361	29	17	collide	collide	VERB
bitcs-5361	29	18	and	and	CCONJ
bitcs-5361	29	19	slide	slide	VERB
bitcs-5361	29	20	beneath	beneath	ADP
bitcs-5361	29	21	lighter	light	ADJ
bitcs-5361	29	22	continental	continental	ADJ
bitcs-5361	29	23	plates	plate	NOUN
bitcs-5361	29	24	.	.	PUNCT
bitcs-5361	30	1	material	material	NOUN
bitcs-5361	30	2	from	from	ADP
bitcs-5361	30	3	the	the	DET
bitcs-5361	30	4	ocean	ocean	NOUN
bitcs-5361	30	5	floor	floor	NOUN
bitcs-5361	30	6	melts	melt	NOUN
bitcs-5361	30	7	as	as	SCONJ
bitcs-5361	30	8	it	it	PRON
bitcs-5361	30	9	enters	enter	VERB
bitcs-5361	30	10	the	the	DET
bitcs-5361	30	11	earth	earth	NOUN
bitcs-5361	30	12	's	's	PART
bitcs-5361	30	13	mantle	mantle	NOUN
bitcs-5361	30	14	and	and	CCONJ
bitcs-5361	30	15	then	then	ADV
bitcs-5361	30	16	rises	rise	VERB
bitcs-5361	30	17	to	to	ADP
bitcs-5361	30	18	the	the	DET
bitcs-5361	30	19	surface	surface	NOUN
bitcs-5361	30	20	as	as	ADP
bitcs-5361	30	21	magma	magma	NOUN
bitcs-5361	30	22	.	.	PUNCT
bitcs-5361	31	1	the	the	DET
bitcs-5361	31	2	deepest	deep	ADJ
bitcs-5361	31	3	trench	trench	NOUN
bitcs-5361	31	4	in	in	ADP
bitcs-5361	31	5	the	the	DET
bitcs-5361	31	6	ocean	ocean	NOUN
bitcs-5361	31	7	,	,	PUNCT
bitcs-5361	31	8	the	the	DET
bitcs-5361	31	9	mariana	mariana	PROPN
bitcs-5361	31	10	trench	trench	NOUN
bitcs-5361	31	11	,	,	PUNCT
bitcs-5361	31	12	is	be	AUX
bitcs-5361	31	13	located	locate	VERB
bitcs-5361	31	14	along	along	ADP
bitcs-5361	31	15	the	the	DET
bitcs-5361	31	16	western	western	ADJ
bitcs-5361	31	17	part	part	NOUN
bitcs-5361	31	18	of	of	ADP
bitcs-5361	31	19	the	the	DET
bitcs-5361	31	20	pacific	pacific	PROPN
bitcs-5361	31	21	ring	ring	NOUN
bitcs-5361	31	22	of	of	ADP
bitcs-5361	31	23	fire	fire	NOUN
bitcs-5361	31	24	.	.	PUNCT
bitcs-5361	32	1	the	the	DET
bitcs-5361	32	2	majority	majority	NOUN
bitcs-5361	32	3	of	of	ADP
bitcs-5361	32	4	the	the	DET
bitcs-5361	32	5	world	world	NOUN
bitcs-5361	32	6	's	's	PART
bitcs-5361	32	7	largest	large	ADJ
bitcs-5361	32	8	earthquakes	earthquake	NOUN
bitcs-5361	32	9	also	also	ADV
bitcs-5361	32	10	occur	occur	VERB
bitcs-5361	32	11	within	within	ADP
bitcs-5361	32	12	this	this	DET
bitcs-5361	32	13	ring	ring	NOUN
bitcs-5361	32	14	.	.	PUNCT
bitcs-5361	33	1	these	these	DET
bitcs-5361	33	2	earthquakes	earthquake	NOUN
bitcs-5361	33	3	are	be	AUX
bitcs-5361	33	4	caused	cause	VERB
bitcs-5361	33	5	by	by	ADP
bitcs-5361	33	6	sudden	sudden	ADJ
bitcs-5361	33	7	movements	movement	NOUN
bitcs-5361	33	8	of	of	ADP
bitcs-5361	33	9	rocks	rock	NOUN
bitcs-5361	33	10	laterally	laterally	ADV
bitcs-5361	33	11	or	or	CCONJ
bitcs-5361	33	12	vertically	vertically	ADV
bitcs-5361	33	13	along	along	ADP
bitcs-5361	33	14	plate	plate	NOUN
bitcs-5361	33	15	boundaries	boundary	NOUN
bitcs-5361	33	16	.	.	PUNCT
bitcs-5361	34	1	approximately	approximately	ADV
bitcs-5361	34	2	81	81	NUM
bitcs-5361	34	3	%	%	NOUN
bitcs-5361	34	4	of	of	ADP
bitcs-5361	34	5	the	the	DET
bitcs-5361	34	6	world	world	NOUN
bitcs-5361	34	7	's	's	PART
bitcs-5361	34	8	largest	large	ADJ
bitcs-5361	34	9	earthquakes	earthquake	NOUN
bitcs-5361	34	10	occur	occur	VERB
bitcs-5361	34	11	within	within	ADP
bitcs-5361	34	12	the	the	DET
bitcs-5361	34	13	pacific	pacific	ADJ
bitcs-5361	34	14	ring	ring	NOUN
bitcs-5361	34	15	of	of	ADP
bitcs-5361	34	16	fire	fire	NOUN
bitcs-5361	34	17	[	[	X
bitcs-5361	34	18	1	1	NUM
bitcs-5361	34	19	]	]	PUNCT
bitcs-5361	34	20	.	.	PUNCT
bitcs-5361	35	1	in	in	ADP
bitcs-5361	35	2	indonesia	indonesia	PROPN
bitcs-5361	35	3	,	,	PUNCT
bitcs-5361	35	4	the	the	DET
bitcs-5361	35	5	frequency	frequency	NOUN
bitcs-5361	35	6	of	of	ADP
bitcs-5361	35	7	earthquakes	earthquake	NOUN
bitcs-5361	35	8	is	be	AUX
bitcs-5361	35	9	exceptionally	exceptionally	ADV
bitcs-5361	35	10	high	high	ADJ
bitcs-5361	35	11	,	,	PUNCT
bitcs-5361	35	12	with	with	ADP
bitcs-5361	35	13	an	an	DET
bitcs-5361	35	14	average	average	NOUN
bitcs-5361	35	15	of	of	ADP
bitcs-5361	35	16	6,512	6,512	NUM
bitcs-5361	35	17	tectonic	tectonic	ADJ
bitcs-5361	35	18	earthquake	earthquake	NOUN
bitcs-5361	35	19	events	event	NOUN
bitcs-5361	35	20	per	per	ADP
bitcs-5361	35	21	year	year	NOUN
bitcs-5361	35	22	,	,	PUNCT
bitcs-5361	35	23	equivalent	equivalent	ADJ
bitcs-5361	35	24	to	to	ADP
bitcs-5361	35	25	543	543	NUM
bitcs-5361	35	26	events	event	NOUN
bitcs-5361	35	27	per	per	ADP
bitcs-5361	35	28	month	month	NOUN
bitcs-5361	35	29	and	and	CCONJ
bitcs-5361	35	30	18	18	NUM
bitcs-5361	35	31	earthquake	earthquake	NOUN
bitcs-5361	35	32	events	event	NOUN
bitcs-5361	35	33	per	per	ADP
bitcs-5361	35	34	day	day	NOUN
bitcs-5361	35	35	[	[	X
bitcs-5361	35	36	2	2	NUM
bitcs-5361	35	37	]	]	PUNCT
bitcs-5361	35	38	.	.	PUNCT
bitcs-5361	36	1	this	this	DET
bitcs-5361	36	2	study	study	NOUN
bitcs-5361	36	3	focuses	focus	VERB
bitcs-5361	36	4	on	on	ADP
bitcs-5361	36	5	the	the	DET
bitcs-5361	36	6	clustering	clustering	NOUN
bitcs-5361	36	7	of	of	ADP
bitcs-5361	36	8	earthquakes	earthquake	NOUN
bitcs-5361	36	9	in	in	ADP
bitcs-5361	36	10	the	the	DET
bitcs-5361	36	11	vicinity	vicinity	NOUN
bitcs-5361	36	12	of	of	ADP
bitcs-5361	36	13	north	north	NOUN
bitcs-5361	36	14	sulawesi	sulawesi	NOUN
bitcs-5361	36	15	.	.	PUNCT
bitcs-5361	37	1	the	the	DET
bitcs-5361	37	2	data	datum	NOUN
bitcs-5361	37	3	used	use	VERB
bitcs-5361	37	4	is	be	AUX
bitcs-5361	37	5	sourced	source	VERB
bitcs-5361	37	6	from	from	ADP
bitcs-5361	37	7	the	the	DET
bitcs-5361	37	8	earthquake	earthquake	NOUN
bitcs-5361	37	9	repository	repository	NOUN
bitcs-5361	37	10	of	of	ADP
bitcs-5361	37	11	the	the	DET
bitcs-5361	37	12	meteorology	meteorology	NOUN
bitcs-5361	37	13	,	,	PUNCT
bitcs-5361	37	14	climatology	climatology	NOUN
bitcs-5361	37	15	,	,	PUNCT
bitcs-5361	37	16	and	and	CCONJ
bitcs-5361	37	17	geophysics	geophysic	NOUN
bitcs-5361	37	18	agency	agency	NOUN
bitcs-5361	37	19	(	(	PUNCT
bitcs-5361	37	20	bmkg	bmkg	PROPN
bitcs-5361	37	21	)	)	PUNCT
bitcs-5361	37	22	for	for	ADP
bitcs-5361	37	23	a	a	DET
bitcs-5361	37	24	one	one	NUM
bitcs-5361	37	25	-	-	PUNCT
bitcs-5361	37	26	year	year	NOUN
bitcs-5361	37	27	period	period	NOUN
bitcs-5361	37	28	in	in	ADP
bitcs-5361	37	29	2022	2022	NUM
bitcs-5361	37	30	[	[	X
bitcs-5361	37	31	3	3	NUM
bitcs-5361	37	32	]	]	PUNCT
bitcs-5361	37	33	.	.	PUNCT
bitcs-5361	38	1	a	a	DET
bitcs-5361	38	2	total	total	NOUN
bitcs-5361	38	3	of	of	ADP
bitcs-5361	38	4	211	211	NUM
bitcs-5361	38	5	earthquakes	earthquake	NOUN
bitcs-5361	38	6	have	have	AUX
bitcs-5361	38	7	been	be	AUX
bitcs-5361	38	8	analyzed	analyze	VERB
bitcs-5361	38	9	,	,	PUNCT
bitcs-5361	38	10	meeting	meet	VERB
bitcs-5361	38	11	the	the	DET
bitcs-5361	38	12	minimum	minimum	ADJ
bitcs-5361	38	13	magnitude	magnitude	NOUN
bitcs-5361	38	14	criteria	criterion	NOUN
bitcs-5361	38	15	of	of	ADP
bitcs-5361	38	16	2.5	2.5	NUM
bitcs-5361	38	17	and	and	CCONJ
bitcs-5361	38	18	a	a	DET
bitcs-5361	38	19	maximum	maximum	ADJ
bitcs-5361	38	20	depth	depth	NOUN
bitcs-5361	38	21	of	of	ADP
bitcs-5361	38	22	300	300	NUM
bitcs-5361	38	23	km	km	NOUN
bitcs-5361	38	24	.	.	PUNCT
bitcs-5361	39	1	the	the	DET
bitcs-5361	39	2	aim	aim	NOUN
bitcs-5361	39	3	of	of	ADP
bitcs-5361	39	4	this	this	DET
bitcs-5361	39	5	research	research	NOUN
bitcs-5361	39	6	is	be	AUX
bitcs-5361	39	7	to	to	PART
bitcs-5361	39	8	identify	identify	VERB
bitcs-5361	39	9	clustering	clustering	ADJ
bitcs-5361	39	10	patterns	pattern	NOUN
bitcs-5361	39	11	that	that	PRON
bitcs-5361	39	12	can	can	AUX
bitcs-5361	39	13	provide	provide	VERB
bitcs-5361	39	14	deeper	deep	ADJ
bitcs-5361	39	15	insights	insight	NOUN
bitcs-5361	39	16	into	into	ADP
bitcs-5361	39	17	the	the	DET
bitcs-5361	39	18	seismic	seismic	ADJ
bitcs-5361	39	19	activity	activity	NOUN
bitcs-5361	39	20	in	in	ADP
bitcs-5361	39	21	the	the	DET
bitcs-5361	39	22	area	area	NOUN
bitcs-5361	39	23	.	.	PUNCT
bitcs-5361	40	1	clustering	clustering	NOUN
bitcs-5361	40	2	is	be	AUX
bitcs-5361	40	3	an	an	DET
bitcs-5361	40	4	effective	effective	ADJ
bitcs-5361	40	5	approach	approach	NOUN
bitcs-5361	40	6	for	for	ADP
bitcs-5361	40	7	analyzing	analyze	VERB
bitcs-5361	40	8	and	and	CCONJ
bitcs-5361	40	9	grouping	group	VERB
bitcs-5361	40	10	earthquake	earthquake	NOUN
bitcs-5361	40	11	data	datum	NOUN
bitcs-5361	40	12	based	base	VERB
bitcs-5361	40	13	on	on	ADP
bitcs-5361	40	14	their	their	PRON
bitcs-5361	40	15	characteristics	characteristic	NOUN
bitcs-5361	40	16	.	.	PUNCT
bitcs-5361	41	1	several	several	ADJ
bitcs-5361	41	2	studies	study	NOUN
bitcs-5361	41	3	have	have	AUX
bitcs-5361	41	4	applied	apply	VERB
bitcs-5361	41	5	this	this	DET
bitcs-5361	41	6	clustering	clustering	ADJ
bitcs-5361	41	7	method	method	NOUN
bitcs-5361	41	8	to	to	PART
bitcs-5361	41	9	categorize	categorize	VERB
bitcs-5361	41	10	disaster	disaster	NOUN
bitcs-5361	41	11	data	datum	NOUN
bitcs-5361	41	12	,	,	PUNCT
bitcs-5361	41	13	disaster	disaster	NOUN
bitcs-5361	41	14	impacts	impact	NOUN
bitcs-5361	41	15	,	,	PUNCT
bitcs-5361	41	16	and	and	CCONJ
bitcs-5361	41	17	tsunami	tsunami	NOUN
bitcs-5361	41	18	potentials	potential	VERB
bitcs-5361	41	19	[	[	X
bitcs-5361	41	20	4]–[7	4]–[7	X
bitcs-5361	41	21	]	]	X
bitcs-5361	41	22	.	.	PUNCT
bitcs-5361	42	1	in	in	ADP
bitcs-5361	42	2	this	this	DET
bitcs-5361	42	3	study	study	NOUN
bitcs-5361	42	4	,	,	PUNCT
bitcs-5361	42	5	the	the	DET
bitcs-5361	42	6	agglomerative	agglomerative	ADJ
bitcs-5361	42	7	clustering	clustering	NOUN
bitcs-5361	42	8	method	method	NOUN
bitcs-5361	42	9	is	be	AUX
bitcs-5361	42	10	used	use	VERB
bitcs-5361	42	11	to	to	PART
bitcs-5361	42	12	partition	partition	VERB
bitcs-5361	42	13	the	the	DET
bitcs-5361	42	14	data	datum	NOUN
bitcs-5361	42	15	into	into	ADP
bitcs-5361	42	16	closely	closely	ADV
bitcs-5361	42	17	related	relate	VERB
bitcs-5361	42	18	groups	group	NOUN
bitcs-5361	42	19	based	base	VERB
bitcs-5361	42	20	on	on	ADP
bitcs-5361	42	21	attribute	attribute	NOUN
bitcs-5361	42	22	similarities	similarity	NOUN
bitcs-5361	42	23	.	.	PUNCT
bitcs-5361	43	1	the	the	DET
bitcs-5361	43	2	validation	validation	NOUN
bitcs-5361	43	3	of	of	ADP
bitcs-5361	43	4	the	the	DET
bitcs-5361	43	5	unique	unique	ADJ
bitcs-5361	43	6	and	and	CCONJ
bitcs-5361	43	7	optimal	optimal	ADJ
bitcs-5361	43	8	number	number	NOUN
bitcs-5361	43	9	of	of	ADP
bitcs-5361	43	10	clusters	cluster	NOUN
bitcs-5361	43	11	is	be	AUX
bitcs-5361	43	12	performed	perform	VERB
bitcs-5361	43	13	using	use	VERB
bitcs-5361	43	14	the	the	DET
bitcs-5361	43	15	elbow	elbow	NOUN
bitcs-5361	43	16	method	method	NOUN
bitcs-5361	43	17	.	.	PUNCT
bitcs-5361	44	1	the	the	DET
bitcs-5361	44	2	cluster	cluster	NOUN
bitcs-5361	44	3	analysis	analysis	NOUN
bitcs-5361	44	4	results	result	NOUN
bitcs-5361	44	5	reveal	reveal	VERB
bitcs-5361	44	6	the	the	DET
bitcs-5361	44	7	presence	presence	NOUN
bitcs-5361	44	8	of	of	ADP
bitcs-5361	44	9	four	four	NUM
bitcs-5361	44	10	unique	unique	ADJ
bitcs-5361	44	11	clusters	cluster	NOUN
bitcs-5361	44	12	.	.	PUNCT
bitcs-5361	45	1	each	each	DET
bitcs-5361	45	2	cluster	cluster	NOUN
bitcs-5361	45	3	exhibits	exhibit	VERB
bitcs-5361	45	4	distinct	distinct	ADJ
bitcs-5361	45	5	characteristics	characteristic	NOUN
bitcs-5361	45	6	,	,	PUNCT
bitcs-5361	45	7	including	include	VERB
bitcs-5361	45	8	magnitude	magnitude	NOUN
bitcs-5361	45	9	scale	scale	NOUN
bitcs-5361	45	10	and	and	CCONJ
bitcs-5361	45	11	depth	depth	NOUN
bitcs-5361	45	12	.	.	PUNCT
bitcs-5361	46	1	understanding	understand	VERB
bitcs-5361	46	2	the	the	DET
bitcs-5361	46	3	earthquake	earthquake	NOUN
bitcs-5361	46	4	clustering	cluster	VERB
bitcs-5361	46	5	patterns	pattern	NOUN
bitcs-5361	46	6	in	in	ADP
bitcs-5361	46	7	the	the	DET
bitcs-5361	46	8	north	north	NOUN
bitcs-5361	46	9	sulawesi	sulawesi	PROPN
bitcs-5361	46	10	region	region	NOUN
bitcs-5361	46	11	can	can	AUX
bitcs-5361	46	12	significantly	significantly	ADV
bitcs-5361	46	13	contribute	contribute	VERB
bitcs-5361	46	14	to	to	ADP
bitcs-5361	46	15	disaster	disaster	NOUN
bitcs-5361	46	16	mitigation	mitigation	NOUN
bitcs-5361	46	17	efforts	effort	NOUN
bitcs-5361	46	18	.	.	PUNCT
bitcs-5361	47	1	by	by	ADP
bitcs-5361	47	2	identifying	identify	VERB
bitcs-5361	47	3	the	the	DET
bitcs-5361	47	4	specific	specific	ADJ
bitcs-5361	47	5	clusters	cluster	NOUN
bitcs-5361	47	6	and	and	CCONJ
bitcs-5361	47	7	their	their	PRON
bitcs-5361	47	8	characteristics	characteristic	NOUN
bitcs-5361	47	9	,	,	PUNCT
bitcs-5361	47	10	authorities	authority	NOUN
bitcs-5361	47	11	and	and	CCONJ
bitcs-5361	47	12	disaster	disaster	NOUN
bitcs-5361	47	13	management	management	NOUN
bitcs-5361	47	14	agencies	agency	NOUN
bitcs-5361	47	15	can	can	AUX
bitcs-5361	47	16	gain	gain	VERB
bitcs-5361	47	17	valuable	valuable	ADJ
bitcs-5361	47	18	insights	insight	NOUN
bitcs-5361	47	19	into	into	ADP
bitcs-5361	47	20	the	the	DET
bitcs-5361	47	21	distribution	distribution	NOUN
bitcs-5361	47	22	and	and	CCONJ
bitcs-5361	47	23	behavior	behavior	NOUN
bitcs-5361	47	24	of	of	ADP
bitcs-5361	47	25	earthquakes	earthquake	NOUN
bitcs-5361	47	26	in	in	ADP
bitcs-5361	47	27	the	the	DET
bitcs-5361	47	28	area	area	NOUN
bitcs-5361	47	29	.	.	PUNCT
bitcs-5361	48	1	this	this	DET
bitcs-5361	48	2	knowledge	knowledge	NOUN
bitcs-5361	48	3	can	can	AUX
bitcs-5361	48	4	aid	aid	VERB
bitcs-5361	48	5	in	in	ADP
bitcs-5361	48	6	the	the	DET
bitcs-5361	48	7	development	development	NOUN
bitcs-5361	48	8	of	of	ADP
bitcs-5361	48	9	more	more	ADV
bitcs-5361	48	10	targeted	targeted	ADJ
bitcs-5361	48	11	and	and	CCONJ
bitcs-5361	48	12	effective	effective	ADJ
bitcs-5361	48	13	disaster	disaster	NOUN
bitcs-5361	48	14	preparedness	preparedness	NOUN
bitcs-5361	48	15	plans	plan	NOUN
bitcs-5361	48	16	,	,	PUNCT
bitcs-5361	48	17	early	early	ADJ
bitcs-5361	48	18	warning	warning	NOUN
bitcs-5361	48	19	systems	system	NOUN
bitcs-5361	48	20	,	,	PUNCT
bitcs-5361	48	21	and	and	CCONJ
bitcs-5361	48	22	evacuation	evacuation	NOUN
bitcs-5361	48	23	strategies	strategy	NOUN
bitcs-5361	48	24	.	.	PUNCT
bitcs-5361	49	1	additionally	additionally	ADV
bitcs-5361	49	2	,	,	PUNCT
bitcs-5361	49	3	it	it	PRON
bitcs-5361	49	4	can	can	AUX
bitcs-5361	49	5	inform	inform	VERB
bitcs-5361	49	6	infrastructure	infrastructure	NOUN
bitcs-5361	49	7	development	development	NOUN
bitcs-5361	49	8	and	and	CCONJ
bitcs-5361	49	9	building	building	NOUN
bitcs-5361	49	10	codes	code	NOUN
bitcs-5361	49	11	to	to	PART
bitcs-5361	49	12	ensure	ensure	VERB
bitcs-5361	49	13	resilience	resilience	NOUN
bitcs-5361	49	14	against	against	ADP
bitcs-5361	49	15	seismic	seismic	ADJ
bitcs-5361	49	16	events	event	NOUN
bitcs-5361	49	17	.	.	PUNCT
bitcs-5361	50	1	ultimately	ultimately	ADV
bitcs-5361	50	2	,	,	PUNCT
bitcs-5361	50	3	this	this	DET
bitcs-5361	50	4	research	research	NOUN
bitcs-5361	50	5	serves	serve	VERB
bitcs-5361	50	6	as	as	ADP
bitcs-5361	50	7	a	a	DET
bitcs-5361	50	8	valuable	valuable	ADJ
bitcs-5361	50	9	resource	resource	NOUN
bitcs-5361	50	10	for	for	ADP
bitcs-5361	50	11	stakeholders	stakeholder	NOUN
bitcs-5361	50	12	involved	involve	VERB
bitcs-5361	50	13	in	in	ADP
bitcs-5361	50	14	disaster	disaster	NOUN
bitcs-5361	50	15	management	management	NOUN
bitcs-5361	50	16	,	,	PUNCT
bitcs-5361	50	17	enabling	enable	VERB
bitcs-5361	50	18	them	they	PRON
bitcs-5361	50	19	to	to	PART
bitcs-5361	50	20	make	make	VERB
bitcs-5361	50	21	informed	informed	ADJ
bitcs-5361	50	22	decisions	decision	NOUN
bitcs-5361	50	23	and	and	CCONJ
bitcs-5361	50	24	implement	implement	VERB
bitcs-5361	50	25	proactive	proactive	ADJ
bitcs-5361	50	26	measures	measure	NOUN
bitcs-5361	50	27	to	to	PART
bitcs-5361	50	28	reduce	reduce	VERB
bitcs-5361	50	29	the	the	DET
bitcs-5361	50	30	potential	potential	ADJ
bitcs-5361	50	31	impact	impact	NOUN
bitcs-5361	50	32	of	of	ADP
bitcs-5361	50	33	earthquakes	earthquake	NOUN
bitcs-5361	50	34	and	and	CCONJ
bitcs-5361	50	35	enhance	enhance	VERB
bitcs-5361	50	36	the	the	DET
bitcs-5361	50	37	overall	overall	ADJ
bitcs-5361	50	38	resilience	resilience	NOUN
bitcs-5361	50	39	of	of	ADP
bitcs-5361	50	40	the	the	DET
bitcs-5361	50	41	region	region	NOUN
bitcs-5361	50	42	.	.	PUNCT
bitcs-5361	51	1	ii	ii	PROPN
bitcs-5361	51	2	.	.	PUNCT
bitcs-5361	52	1	methods	method	NOUN
bitcs-5361	52	2	this	this	DET
bitcs-5361	52	3	study	study	NOUN
bitcs-5361	52	4	encompassed	encompass	VERB
bitcs-5361	52	5	various	various	ADJ
bitcs-5361	52	6	stages	stage	NOUN
bitcs-5361	52	7	,	,	PUNCT
bitcs-5361	52	8	which	which	PRON
bitcs-5361	52	9	involved	involve	VERB
bitcs-5361	52	10	conducting	conduct	VERB
bitcs-5361	52	11	a	a	DET
bitcs-5361	52	12	review	review	NOUN
bitcs-5361	52	13	of	of	ADP
bitcs-5361	52	14	relevant	relevant	ADJ
bitcs-5361	52	15	literature	literature	NOUN
bitcs-5361	52	16	,	,	PUNCT
bitcs-5361	52	17	collecting	collect	VERB
bitcs-5361	52	18	earthquake	earthquake	NOUN
bitcs-5361	52	19	data	datum	NOUN
bitcs-5361	52	20	,	,	PUNCT
bitcs-5361	52	21	processing	process	VERB
bitcs-5361	52	22	the	the	DET
bitcs-5361	52	23	data	datum	NOUN
bitcs-5361	52	24	,	,	PUNCT
bitcs-5361	52	25	applying	apply	VERB
bitcs-5361	52	26	the	the	DET
bitcs-5361	52	27	elbow	elbow	NOUN
bitcs-5361	52	28	method	method	NOUN
bitcs-5361	52	29	,	,	PUNCT
bitcs-5361	52	30	performing	perform	VERB
bitcs-5361	52	31	agglomerative	agglomerative	ADJ
bitcs-5361	52	32	clustering	clustering	NOUN
bitcs-5361	52	33	,	,	PUNCT
bitcs-5361	52	34	and	and	CCONJ
bitcs-5361	52	35	conducting	conduct	VERB
bitcs-5361	52	36	cluster	cluster	NOUN
bitcs-5361	52	37	analysis	analysis	NOUN
bitcs-5361	52	38	(	(	PUNCT
bitcs-5361	52	39	refer	refer	VERB
bitcs-5361	52	40	to	to	ADP
bitcs-5361	52	41	fig	fig	NOUN
bitcs-5361	52	42	.	.	PUNCT
bitcs-5361	53	1	1	1	NUM
bitcs-5361	53	2	)	)	PUNCT
bitcs-5361	53	3	.	.	PUNCT
bitcs-5361	54	1	vol	vol	NOUN
bitcs-5361	54	2	.	.	PROPN
bitcs-5361	55	1	4	4	NUM
bitcs-5361	55	2	,	,	PUNCT
bitcs-5361	55	3	no.2	no.2	PROPN
bitcs-5361	55	4	july	july	PROPN
bitcs-5361	55	5	2023	2023	NUM
bitcs-5361	55	6	|	|	ADV
bitcs-5361	55	7	78	78	NUM
bitcs-5361	55	8	figure	figure	NOUN
bitcs-5361	55	9	1	1	NUM
bitcs-5361	55	10	.	.	PUNCT
bitcs-5361	56	1	flowchart	flowchart	NOUN
bitcs-5361	56	2	of	of	ADP
bitcs-5361	56	3	research	research	NOUN
bitcs-5361	56	4	methodology	methodology	NOUN
bitcs-5361	56	5	.	.	PUNCT
bitcs-5361	57	1	a.	a.	PROPN
bitcs-5361	57	2	literature	literature	PROPN
bitcs-5361	57	3	review	review	NOUN
bitcs-5361	57	4	in	in	ADP
bitcs-5361	57	5	a	a	DET
bitcs-5361	57	6	high	high	ADJ
bitcs-5361	57	7	-	-	PUNCT
bitcs-5361	57	8	quality	quality	NOUN
bitcs-5361	57	9	research	research	NOUN
bitcs-5361	57	10	study	study	NOUN
bitcs-5361	57	11	,	,	PUNCT
bitcs-5361	57	12	it	it	PRON
bitcs-5361	57	13	is	be	AUX
bitcs-5361	57	14	crucial	crucial	ADJ
bitcs-5361	57	15	to	to	PART
bitcs-5361	57	16	have	have	VERB
bitcs-5361	57	17	a	a	DET
bitcs-5361	57	18	relevant	relevant	ADJ
bitcs-5361	57	19	collection	collection	NOUN
bitcs-5361	57	20	of	of	ADP
bitcs-5361	57	21	literature	literature	NOUN
bitcs-5361	57	22	and	and	CCONJ
bitcs-5361	57	23	references	reference	NOUN
bitcs-5361	57	24	as	as	ADP
bitcs-5361	57	25	a	a	DET
bitcs-5361	57	26	strong	strong	ADJ
bitcs-5361	57	27	foundation	foundation	NOUN
bitcs-5361	57	28	.	.	PUNCT
bitcs-5361	58	1	therefore	therefore	ADV
bitcs-5361	58	2	,	,	PUNCT
bitcs-5361	58	3	the	the	DET
bitcs-5361	58	4	initial	initial	ADJ
bitcs-5361	58	5	stage	stage	NOUN
bitcs-5361	58	6	of	of	ADP
bitcs-5361	58	7	this	this	DET
bitcs-5361	58	8	research	research	NOUN
bitcs-5361	58	9	involved	involve	VERB
bitcs-5361	58	10	gathering	gather	VERB
bitcs-5361	58	11	literature	literature	NOUN
bitcs-5361	58	12	related	relate	VERB
bitcs-5361	58	13	to	to	ADP
bitcs-5361	58	14	the	the	DET
bitcs-5361	58	15	research	research	NOUN
bitcs-5361	58	16	topic	topic	NOUN
bitcs-5361	58	17	.	.	PUNCT
bitcs-5361	59	1	the	the	DET
bitcs-5361	59	2	collected	collect	VERB
bitcs-5361	59	3	literature	literature	NOUN
bitcs-5361	59	4	encompassed	encompass	VERB
bitcs-5361	59	5	various	various	ADJ
bitcs-5361	59	6	important	important	ADJ
bitcs-5361	59	7	aspects	aspect	NOUN
bitcs-5361	59	8	pertaining	pertain	VERB
bitcs-5361	59	9	to	to	ADP
bitcs-5361	59	10	the	the	DET
bitcs-5361	59	11	research	research	NOUN
bitcs-5361	59	12	subject	subject	NOUN
bitcs-5361	59	13	.	.	PUNCT
bitcs-5361	60	1	during	during	ADP
bitcs-5361	60	2	the	the	DET
bitcs-5361	60	3	initial	initial	ADJ
bitcs-5361	60	4	stage	stage	NOUN
bitcs-5361	60	5	,	,	PUNCT
bitcs-5361	60	6	the	the	DET
bitcs-5361	60	7	researcher	researcher	NOUN
bitcs-5361	60	8	gathered	gather	VERB
bitcs-5361	60	9	information	information	NOUN
bitcs-5361	60	10	related	relate	VERB
bitcs-5361	60	11	to	to	ADP
bitcs-5361	60	12	earthquakes	earthquake	NOUN
bitcs-5361	60	13	.	.	PUNCT
bitcs-5361	61	1	this	this	PRON
bitcs-5361	61	2	aimed	aim	VERB
bitcs-5361	61	3	to	to	PART
bitcs-5361	61	4	understand	understand	VERB
bitcs-5361	61	5	the	the	DET
bitcs-5361	61	6	characteristics	characteristic	NOUN
bitcs-5361	61	7	,	,	PUNCT
bitcs-5361	61	8	causes	cause	NOUN
bitcs-5361	61	9	,	,	PUNCT
bitcs-5361	61	10	and	and	CCONJ
bitcs-5361	61	11	impacts	impact	NOUN
bitcs-5361	61	12	of	of	ADP
bitcs-5361	61	13	earthquakes	earthquake	NOUN
bitcs-5361	61	14	that	that	PRON
bitcs-5361	61	15	are	be	AUX
bitcs-5361	61	16	relevant	relevant	ADJ
bitcs-5361	61	17	to	to	ADP
bitcs-5361	61	18	the	the	DET
bitcs-5361	61	19	context	context	NOUN
bitcs-5361	61	20	of	of	ADP
bitcs-5361	61	21	this	this	DET
bitcs-5361	61	22	research	research	NOUN
bitcs-5361	61	23	.	.	PUNCT
bitcs-5361	62	1	additionally	additionally	ADV
bitcs-5361	62	2	,	,	PUNCT
bitcs-5361	62	3	the	the	DET
bitcs-5361	62	4	researcher	researcher	NOUN
bitcs-5361	62	5	studied	study	VERB
bitcs-5361	62	6	machine	machine	NOUN
bitcs-5361	62	7	learning	learning	NOUN
bitcs-5361	62	8	,	,	PUNCT
bitcs-5361	62	9	which	which	PRON
bitcs-5361	62	10	is	be	AUX
bitcs-5361	62	11	the	the	DET
bitcs-5361	62	12	technique	technique	NOUN
bitcs-5361	62	13	or	or	CCONJ
bitcs-5361	62	14	algorithm	algorithm	NOUN
bitcs-5361	62	15	used	use	VERB
bitcs-5361	62	16	for	for	ADP
bitcs-5361	62	17	data	datum	NOUN
bitcs-5361	62	18	processing	processing	NOUN
bitcs-5361	62	19	in	in	ADP
bitcs-5361	62	20	this	this	DET
bitcs-5361	62	21	study	study	NOUN
bitcs-5361	62	22	.	.	PUNCT
bitcs-5361	63	1	a	a	DET
bitcs-5361	63	2	profound	profound	ADJ
bitcs-5361	63	3	understanding	understanding	NOUN
bitcs-5361	63	4	of	of	ADP
bitcs-5361	63	5	machine	machine	NOUN
bitcs-5361	63	6	learning	learning	NOUN
bitcs-5361	63	7	is	be	AUX
bitcs-5361	63	8	crucial	crucial	ADJ
bitcs-5361	63	9	as	as	SCONJ
bitcs-5361	63	10	it	it	PRON
bitcs-5361	63	11	forms	form	VERB
bitcs-5361	63	12	the	the	DET
bitcs-5361	63	13	basis	basis	NOUN
bitcs-5361	63	14	for	for	ADP
bitcs-5361	63	15	the	the	DET
bitcs-5361	63	16	data	datum	NOUN
bitcs-5361	63	17	clustering	clustering	NOUN
bitcs-5361	63	18	conducted	conduct	VERB
bitcs-5361	63	19	in	in	ADP
bitcs-5361	63	20	this	this	DET
bitcs-5361	63	21	research	research	NOUN
bitcs-5361	63	22	.	.	PUNCT
bitcs-5361	64	1	furthermore	furthermore	ADV
bitcs-5361	64	2	,	,	PUNCT
bitcs-5361	64	3	the	the	DET
bitcs-5361	64	4	researcher	researcher	NOUN
bitcs-5361	64	5	obtained	obtain	VERB
bitcs-5361	64	6	an	an	DET
bitcs-5361	64	7	understanding	understanding	NOUN
bitcs-5361	64	8	of	of	ADP
bitcs-5361	64	9	the	the	DET
bitcs-5361	64	10	clustering	clustering	ADJ
bitcs-5361	64	11	technique	technique	NOUN
bitcs-5361	64	12	using	use	VERB
bitcs-5361	64	13	the	the	DET
bitcs-5361	64	14	agglomerative	agglomerative	ADJ
bitcs-5361	64	15	clustering	clustering	NOUN
bitcs-5361	64	16	method	method	NOUN
bitcs-5361	64	17	.	.	PUNCT
bitcs-5361	65	1	clustering	clustering	NOUN
bitcs-5361	65	2	is	be	AUX
bitcs-5361	65	3	a	a	DET
bitcs-5361	65	4	method	method	NOUN
bitcs-5361	65	5	used	use	VERB
bitcs-5361	65	6	to	to	ADP
bitcs-5361	65	7	group	group	NOUN
bitcs-5361	65	8	data	datum	NOUN
bitcs-5361	65	9	with	with	ADP
bitcs-5361	65	10	similar	similar	ADJ
bitcs-5361	65	11	characteristics	characteristic	NOUN
bitcs-5361	65	12	into	into	ADP
bitcs-5361	65	13	specific	specific	ADJ
bitcs-5361	65	14	clusters	cluster	NOUN
bitcs-5361	65	15	.	.	PUNCT
bitcs-5361	66	1	in	in	ADP
bitcs-5361	66	2	the	the	DET
bitcs-5361	66	3	context	context	NOUN
bitcs-5361	66	4	of	of	ADP
bitcs-5361	66	5	this	this	DET
bitcs-5361	66	6	research	research	NOUN
bitcs-5361	66	7	,	,	PUNCT
bitcs-5361	66	8	the	the	DET
bitcs-5361	66	9	application	application	NOUN
bitcs-5361	66	10	of	of	ADP
bitcs-5361	66	11	the	the	DET
bitcs-5361	66	12	agglomerative	agglomerative	ADJ
bitcs-5361	66	13	clustering	clustering	NOUN
bitcs-5361	66	14	method	method	NOUN
bitcs-5361	66	15	enables	enable	VERB
bitcs-5361	66	16	the	the	DET
bitcs-5361	66	17	identification	identification	NOUN
bitcs-5361	66	18	of	of	ADP
bitcs-5361	66	19	unique	unique	ADJ
bitcs-5361	66	20	clustering	clustering	NOUN
bitcs-5361	66	21	patterns	pattern	NOUN
bitcs-5361	66	22	and	and	CCONJ
bitcs-5361	66	23	structures	structure	NOUN
bitcs-5361	66	24	within	within	ADP
bitcs-5361	66	25	the	the	DET
bitcs-5361	66	26	earthquake	earthquake	NOUN
bitcs-5361	66	27	data	datum	NOUN
bitcs-5361	66	28	in	in	ADP
bitcs-5361	66	29	the	the	DET
bitcs-5361	66	30	north	north	NOUN
bitcs-5361	66	31	sulawesi	sulawesi	PROPN
bitcs-5361	66	32	region	region	PROPN
bitcs-5361	66	33	b.	b.	PROPN
bitcs-5361	66	34	data	data	PROPN
bitcs-5361	66	35	gathering	gather	VERB
bitcs-5361	66	36	to	to	PART
bitcs-5361	66	37	obtain	obtain	VERB
bitcs-5361	66	38	earthquake	earthquake	NOUN
bitcs-5361	66	39	data	datum	NOUN
bitcs-5361	66	40	in	in	ADP
bitcs-5361	66	41	north	north	NOUN
bitcs-5361	66	42	sulawesi	sulawesi	NOUN
bitcs-5361	66	43	for	for	ADP
bitcs-5361	66	44	the	the	DET
bitcs-5361	66	45	year	year	NOUN
bitcs-5361	66	46	2022	2022	NUM
bitcs-5361	66	47	,	,	PUNCT
bitcs-5361	66	48	the	the	DET
bitcs-5361	66	49	data	datum	NOUN
bitcs-5361	66	50	source	source	NOUN
bitcs-5361	66	51	used	use	VERB
bitcs-5361	66	52	is	be	AUX
bitcs-5361	66	53	the	the	DET
bitcs-5361	66	54	official	official	ADJ
bitcs-5361	66	55	website	website	NOUN
bitcs-5361	66	56	of	of	ADP
bitcs-5361	66	57	the	the	DET
bitcs-5361	66	58	meteorology	meteorology	NOUN
bitcs-5361	66	59	,	,	PUNCT
bitcs-5361	66	60	climatology	climatology	NOUN
bitcs-5361	66	61	,	,	PUNCT
bitcs-5361	66	62	and	and	CCONJ
bitcs-5361	66	63	geophysics	geophysic	NOUN
bitcs-5361	66	64	agency	agency	NOUN
bitcs-5361	66	65	(	(	PUNCT
bitcs-5361	66	66	bmkg	bmkg	PROPN
bitcs-5361	66	67	)	)	PUNCT
bitcs-5361	66	68	,	,	PUNCT
bitcs-5361	66	69	accessible	accessible	ADJ
bitcs-5361	66	70	at	at	ADP
bitcs-5361	66	71	https://repogempa.bmkg.go.id/	https://repogempa.bmkg.go.id/	PROPN
bitcs-5361	67	1	[	[	X
bitcs-5361	67	2	3	3	NUM
bitcs-5361	67	3	]	]	PUNCT
bitcs-5361	67	4	.	.	PUNCT
bitcs-5361	68	1	the	the	DET
bitcs-5361	68	2	geographic	geographic	ADJ
bitcs-5361	68	3	region	region	NOUN
bitcs-5361	68	4	parameter	parameter	NOUN
bitcs-5361	68	5	is	be	AUX
bitcs-5361	68	6	set	set	VERB
bitcs-5361	68	7	to	to	ADP
bitcs-5361	68	8	0	0	NUM
bitcs-5361	68	9	°	°	NOUN
bitcs-5361	68	10	n	n	PART
bitcs-5361	68	11	to	to	ADP
bitcs-5361	68	12	3	3	NUM
bitcs-5361	68	13	°	°	NUM
bitcs-5361	68	14	n	n	PRON
bitcs-5361	68	15	latitude	latitude	NOUN
bitcs-5361	68	16	and	and	CCONJ
bitcs-5361	68	17	123	123	NUM
bitcs-5361	68	18	°	°	NOUN
bitcs-5361	68	19	e	e	NOUN
bitcs-5361	68	20	to	to	ADP
bitcs-5361	68	21	126	126	NUM
bitcs-5361	68	22	°	°	NOUN
bitcs-5361	68	23	e	e	NOUN
bitcs-5361	68	24	longitude	longitude	NOUN
bitcs-5361	68	25	.	.	PUNCT
bitcs-5361	69	1	although	although	SCONJ
bitcs-5361	69	2	the	the	DET
bitcs-5361	69	3	data	datum	NOUN
bitcs-5361	69	4	available	available	ADJ
bitcs-5361	69	5	on	on	ADP
bitcs-5361	69	6	this	this	DET
bitcs-5361	69	7	website	website	NOUN
bitcs-5361	69	8	is	be	AUX
bitcs-5361	69	9	limited	limit	VERB
bitcs-5361	69	10	to	to	ADP
bitcs-5361	69	11	a	a	DET
bitcs-5361	69	12	single	single	ADJ
bitcs-5361	69	13	month	month	NOUN
bitcs-5361	69	14	,	,	PUNCT
bitcs-5361	69	15	by	by	ADP
bitcs-5361	69	16	leveraging	leverage	VERB
bitcs-5361	69	17	knowledge	knowledge	NOUN
bitcs-5361	69	18	of	of	ADP
bitcs-5361	69	19	the	the	DET
bitcs-5361	69	20	api	api	NOUN
bitcs-5361	69	21	(	(	PUNCT
bitcs-5361	69	22	application	application	NOUN
bitcs-5361	69	23	programming	programming	NOUN
bitcs-5361	69	24	interface	interface	NOUN
bitcs-5361	69	25	)	)	PUNCT
bitcs-5361	69	26	,	,	PUNCT
bitcs-5361	69	27	we	we	PRON
bitcs-5361	69	28	can	can	AUX
bitcs-5361	69	29	efficiently	efficiently	ADV
bitcs-5361	69	30	access	access	VERB
bitcs-5361	69	31	and	and	CCONJ
bitcs-5361	69	32	extract	extract	VERB
bitcs-5361	69	33	data	datum	NOUN
bitcs-5361	69	34	using	use	VERB
bitcs-5361	69	35	for	for	ADP
bitcs-5361	69	36	loops	loop	NOUN
bitcs-5361	69	37	and	and	CCONJ
bitcs-5361	69	38	the	the	DET
bitcs-5361	69	39	requests	request	NOUN
bitcs-5361	69	40	module	module	NOUN
bitcs-5361	69	41	in	in	ADP
bitcs-5361	69	42	the	the	DET
bitcs-5361	69	43	python	python	NOUN
bitcs-5361	69	44	programming	programming	NOUN
bitcs-5361	69	45	language	language	NOUN
bitcs-5361	69	46	[	[	X
bitcs-5361	69	47	8	8	NUM
bitcs-5361	69	48	]	]	PUNCT
bitcs-5361	69	49	.	.	PUNCT
bitcs-5361	70	1	the	the	DET
bitcs-5361	70	2	process	process	NOUN
bitcs-5361	70	3	of	of	ADP
bitcs-5361	70	4	retrieving	retrieve	VERB
bitcs-5361	70	5	data	datum	NOUN
bitcs-5361	70	6	through	through	ADP
bitcs-5361	70	7	the	the	DET
bitcs-5361	70	8	bmkg	bmkg	PROPN
bitcs-5361	70	9	api	api	NOUN
bitcs-5361	70	10	will	will	AUX
bitcs-5361	70	11	generate	generate	VERB
bitcs-5361	70	12	an	an	DET
bitcs-5361	70	13	html	html	NOUN
bitcs-5361	70	14	file	file	NOUN
bitcs-5361	70	15	that	that	PRON
bitcs-5361	70	16	needs	need	VERB
bitcs-5361	70	17	further	further	ADJ
bitcs-5361	70	18	processing	processing	NOUN
bitcs-5361	70	19	.	.	PUNCT
bitcs-5361	71	1	to	to	PART
bitcs-5361	71	2	convert	convert	VERB
bitcs-5361	71	3	it	it	PRON
bitcs-5361	71	4	into	into	ADP
bitcs-5361	71	5	a	a	DET
bitcs-5361	71	6	more	more	ADV
bitcs-5361	71	7	structured	structured	ADJ
bitcs-5361	71	8	format	format	NOUN
bitcs-5361	71	9	,	,	PUNCT
bitcs-5361	71	10	the	the	DET
bitcs-5361	71	11	data	datum	NOUN
bitcs-5361	71	12	needs	need	VERB
bitcs-5361	71	13	to	to	PART
bitcs-5361	71	14	be	be	AUX
bitcs-5361	71	15	parsed	parse	VERB
bitcs-5361	71	16	into	into	ADP
bitcs-5361	71	17	a	a	DET
bitcs-5361	71	18	tabular	tabular	NOUN
bitcs-5361	71	19	form	form	NOUN
bitcs-5361	71	20	using	use	VERB
bitcs-5361	71	21	the	the	DET
bitcs-5361	71	22	beautifulsoup	beautifulsoup	NOUN
bitcs-5361	71	23	library	library	NOUN
bitcs-5361	72	1	[	[	X
bitcs-5361	72	2	9	9	NUM
bitcs-5361	72	3	]	]	PUNCT
bitcs-5361	72	4	.	.	PUNCT
bitcs-5361	73	1	once	once	SCONJ
bitcs-5361	73	2	the	the	DET
bitcs-5361	73	3	data	data	NOUN
bitcs-5361	73	4	has	have	AUX
bitcs-5361	73	5	been	be	AUX
bitcs-5361	73	6	successfully	successfully	ADV
bitcs-5361	73	7	parsed	parse	VERB
bitcs-5361	73	8	and	and	CCONJ
bitcs-5361	73	9	organized	organize	VERB
bitcs-5361	73	10	,	,	PUNCT
bitcs-5361	73	11	the	the	DET
bitcs-5361	73	12	next	next	ADJ
bitcs-5361	73	13	step	step	NOUN
bitcs-5361	73	14	is	be	AUX
bitcs-5361	73	15	to	to	PART
bitcs-5361	73	16	save	save	VERB
bitcs-5361	73	17	it	it	PRON
bitcs-5361	73	18	in	in	ADP
bitcs-5361	73	19	csv	csv	NOUN
bitcs-5361	73	20	format	format	NOUN
bitcs-5361	73	21	for	for	ADP
bitcs-5361	73	22	easier	easy	ADJ
bitcs-5361	73	23	further	further	ADJ
bitcs-5361	73	24	data	datum	NOUN
bitcs-5361	73	25	processing	processing	NOUN
bitcs-5361	73	26	.	.	PUNCT
bitcs-5361	74	1	c.	c.	PROPN
bitcs-5361	74	2	data	data	PROPN
bitcs-5361	74	3	processing	processing	NOUN
bitcs-5361	74	4	after	after	ADP
bitcs-5361	74	5	successfully	successfully	ADV
bitcs-5361	74	6	obtaining	obtain	VERB
bitcs-5361	74	7	the	the	DET
bitcs-5361	74	8	earthquake	earthquake	NOUN
bitcs-5361	74	9	data	datum	NOUN
bitcs-5361	74	10	in	in	ADP
bitcs-5361	74	11	north	north	NOUN
bitcs-5361	74	12	sulawesi	sulawesi	NOUN
bitcs-5361	74	13	for	for	ADP
bitcs-5361	74	14	the	the	DET
bitcs-5361	74	15	year	year	NOUN
bitcs-5361	74	16	2022	2022	NUM
bitcs-5361	74	17	,	,	PUNCT
bitcs-5361	74	18	the	the	DET
bitcs-5361	74	19	next	next	ADJ
bitcs-5361	74	20	step	step	NOUN
bitcs-5361	74	21	is	be	AUX
bitcs-5361	74	22	to	to	PART
bitcs-5361	74	23	process	process	VERB
bitcs-5361	74	24	and	and	CCONJ
bitcs-5361	74	25	explore	explore	VERB
bitcs-5361	74	26	the	the	DET
bitcs-5361	74	27	data	datum	NOUN
bitcs-5361	74	28	.	.	PUNCT
bitcs-5361	75	1	the	the	DET
bitcs-5361	75	2	data	datum	NOUN
bitcs-5361	75	3	processing	processing	NOUN
bitcs-5361	75	4	is	be	AUX
bitcs-5361	75	5	performed	perform	VERB
bitcs-5361	75	6	using	use	VERB
bitcs-5361	75	7	the	the	DET
bitcs-5361	75	8	python	python	NOUN
bitcs-5361	75	9	programming	programming	NOUN
bitcs-5361	75	10	language	language	NOUN
bitcs-5361	76	1	[	[	X
bitcs-5361	76	2	8	8	NUM
bitcs-5361	76	3	]	]	PUNCT
bitcs-5361	76	4	,	,	PUNCT
bitcs-5361	76	5	utilizing	utilize	VERB
bitcs-5361	76	6	several	several	ADJ
bitcs-5361	76	7	packages	package	NOUN
bitcs-5361	76	8	and	and	CCONJ
bitcs-5361	76	9	libraries	library	NOUN
bitcs-5361	76	10	as	as	SCONJ
bitcs-5361	76	11	described	describe	VERB
bitcs-5361	76	12	below	below	ADV
bitcs-5361	76	13	:	:	PUNCT
bitcs-5361	76	14	to	to	PART
bitcs-5361	76	15	perform	perform	VERB
bitcs-5361	76	16	numerical	numerical	ADJ
bitcs-5361	76	17	calculations	calculation	NOUN
bitcs-5361	76	18	on	on	ADP
bitcs-5361	76	19	arrays	array	NOUN
bitcs-5361	76	20	or	or	CCONJ
bitcs-5361	76	21	matrices	matrix	NOUN
bitcs-5361	76	22	,	,	PUNCT
bitcs-5361	76	23	the	the	DET
bitcs-5361	76	24	numpy	numpy	NOUN
bitcs-5361	76	25	library	library	NOUN
bitcs-5361	76	26	is	be	AUX
bitcs-5361	76	27	used	use	VERB
bitcs-5361	76	28	[	[	PUNCT
bitcs-5361	76	29	10	10	NUM
bitcs-5361	76	30	]	]	PUNCT
bitcs-5361	76	31	.	.	PUNCT
bitcs-5361	77	1	additionally	additionally	ADV
bitcs-5361	77	2	,	,	PUNCT
bitcs-5361	77	3	for	for	ADP
bitcs-5361	77	4	data	datum	NOUN
bitcs-5361	77	5	analysis	analysis	NOUN
bitcs-5361	77	6	and	and	CCONJ
bitcs-5361	77	7	processing	processing	NOUN
bitcs-5361	77	8	in	in	ADP
bitcs-5361	77	9	the	the	DET
bitcs-5361	77	10	form	form	NOUN
bitcs-5361	77	11	of	of	ADP
bitcs-5361	77	12	dataframes	dataframe	NOUN
bitcs-5361	77	13	,	,	PUNCT
bitcs-5361	77	14	the	the	DET
bitcs-5361	77	15	pandas	panda	NOUN
bitcs-5361	77	16	library	library	NOUN
bitcs-5361	77	17	is	be	AUX
bitcs-5361	77	18	employed	employ	VERB
bitcs-5361	77	19	https://repogempa.bmkg.go.id/	https://repogempa.bmkg.go.id/	PRON
bitcs-5361	77	20	vol	vol	NOUN
bitcs-5361	77	21	.	.	PROPN
bitcs-5361	78	1	4	4	NUM
bitcs-5361	78	2	,	,	PUNCT
bitcs-5361	78	3	no.2	no.2	PROPN
bitcs-5361	78	4	july	july	PROPN
bitcs-5361	78	5	2023	2023	NUM
bitcs-5361	79	1	|	|	ADV
bitcs-5361	79	2	79	79	NUM
bitcs-5361	80	1	[	[	X
bitcs-5361	80	2	11	11	NUM
bitcs-5361	80	3	]	]	PUNCT
bitcs-5361	80	4	.	.	PUNCT
bitcs-5361	81	1	for	for	ADP
bitcs-5361	81	2	visualizing	visualize	VERB
bitcs-5361	81	3	graphs	graph	NOUN
bitcs-5361	81	4	and	and	CCONJ
bitcs-5361	81	5	plotting	plot	VERB
bitcs-5361	81	6	data	datum	NOUN
bitcs-5361	81	7	distribution	distribution	NOUN
bitcs-5361	81	8	on	on	ADP
bitcs-5361	81	9	maps	map	NOUN
bitcs-5361	81	10	,	,	PUNCT
bitcs-5361	81	11	the	the	DET
bitcs-5361	81	12	matplotlib	matplotlib	PROPN
bitcs-5361	81	13	,	,	PUNCT
bitcs-5361	81	14	seaborn	seaborn	PROPN
bitcs-5361	81	15	,	,	PUNCT
bitcs-5361	81	16	and	and	CCONJ
bitcs-5361	81	17	plotly	plotly	ADV
bitcs-5361	81	18	libraries	library	NOUN
bitcs-5361	81	19	(	(	PUNCT
bitcs-5361	81	20	including	include	VERB
bitcs-5361	81	21	the	the	DET
bitcs-5361	81	22	api	api	NOUN
bitcs-5361	81	23	provided	provide	VERB
bitcs-5361	81	24	by	by	ADP
bitcs-5361	81	25	mapbox	mapbox	NOUN
bitcs-5361	81	26	)	)	PUNCT
bitcs-5361	81	27	are	be	AUX
bitcs-5361	81	28	utilized	utilize	VERB
bitcs-5361	81	29	[	[	X
bitcs-5361	81	30	12]–[15	12]–[15	NUM
bitcs-5361	81	31	]	]	X
bitcs-5361	81	32	.	.	PUNCT
bitcs-5361	82	1	before	before	ADP
bitcs-5361	82	2	proceeding	proceed	VERB
bitcs-5361	82	3	with	with	ADP
bitcs-5361	82	4	the	the	DET
bitcs-5361	82	5	agglomerative	agglomerative	ADJ
bitcs-5361	82	6	clustering	clustering	NOUN
bitcs-5361	82	7	method	method	NOUN
bitcs-5361	82	8	for	for	ADP
bitcs-5361	82	9	clustering	clustering	NOUN
bitcs-5361	82	10	,	,	PUNCT
bitcs-5361	82	11	the	the	DET
bitcs-5361	82	12	selected	select	VERB
bitcs-5361	82	13	parameters	parameter	NOUN
bitcs-5361	82	14	for	for	ADP
bitcs-5361	82	15	analysis	analysis	NOUN
bitcs-5361	82	16	,	,	PUNCT
bitcs-5361	82	17	namely	namely	ADV
bitcs-5361	82	18	the	the	DET
bitcs-5361	82	19	earthquake	earthquake	NOUN
bitcs-5361	82	20	magnitude	magnitude	NOUN
bitcs-5361	82	21	scale	scale	NOUN
bitcs-5361	82	22	(	(	PUNCT
bitcs-5361	82	23	m	m	NOUN
bitcs-5361	82	24	)	)	PUNCT
bitcs-5361	82	25	and	and	CCONJ
bitcs-5361	82	26	depth	depth	NOUN
bitcs-5361	82	27	(	(	PUNCT
bitcs-5361	82	28	km	km	NOUN
bitcs-5361	82	29	)	)	PUNCT
bitcs-5361	82	30	,	,	PUNCT
bitcs-5361	82	31	undergo	undergo	VERB
bitcs-5361	82	32	a	a	DET
bitcs-5361	82	33	data	data	NOUN
bitcs-5361	82	34	preprocessing	preprocesse	VERB
bitcs-5361	82	35	step	step	NOUN
bitcs-5361	82	36	using	use	VERB
bitcs-5361	82	37	the	the	DET
bitcs-5361	82	38	standard	standard	ADJ
bitcs-5361	82	39	scaler	scaler	NOUN
bitcs-5361	82	40	method	method	NOUN
bitcs-5361	82	41	.	.	PUNCT
bitcs-5361	83	1	the	the	DET
bitcs-5361	83	2	standard	standard	ADJ
bitcs-5361	83	3	scaler	scaler	NOUN
bitcs-5361	83	4	is	be	AUX
bitcs-5361	83	5	a	a	DET
bitcs-5361	83	6	widely	widely	ADV
bitcs-5361	83	7	used	use	VERB
bitcs-5361	83	8	technique	technique	NOUN
bitcs-5361	83	9	in	in	ADP
bitcs-5361	83	10	data	datum	NOUN
bitcs-5361	83	11	preprocessing	preprocessing	NOUN
bitcs-5361	83	12	that	that	PRON
bitcs-5361	83	13	transforms	transform	VERB
bitcs-5361	83	14	the	the	DET
bitcs-5361	83	15	data	datum	NOUN
bitcs-5361	83	16	by	by	ADP
bitcs-5361	83	17	subtracting	subtract	VERB
bitcs-5361	83	18	the	the	DET
bitcs-5361	83	19	mean	mean	NOUN
bitcs-5361	83	20	and	and	CCONJ
bitcs-5361	83	21	dividing	dividing	NOUN
bitcs-5361	83	22	by	by	ADP
bitcs-5361	83	23	the	the	DET
bitcs-5361	83	24	standard	standard	ADJ
bitcs-5361	83	25	deviation	deviation	NOUN
bitcs-5361	83	26	.	.	PUNCT
bitcs-5361	84	1	this	this	DET
bitcs-5361	84	2	process	process	NOUN
bitcs-5361	84	3	ensures	ensure	VERB
bitcs-5361	84	4	that	that	SCONJ
bitcs-5361	84	5	the	the	DET
bitcs-5361	84	6	data	datum	NOUN
bitcs-5361	84	7	is	be	AUX
bitcs-5361	84	8	centered	center	VERB
bitcs-5361	84	9	around	around	ADP
bitcs-5361	84	10	zero	zero	NUM
bitcs-5361	84	11	with	with	ADP
bitcs-5361	84	12	a	a	DET
bitcs-5361	84	13	standard	standard	ADJ
bitcs-5361	84	14	deviation	deviation	NOUN
bitcs-5361	84	15	of	of	ADP
bitcs-5361	84	16	1	1	NUM
bitcs-5361	84	17	,	,	PUNCT
bitcs-5361	84	18	making	make	VERB
bitcs-5361	84	19	it	it	PRON
bitcs-5361	84	20	more	more	ADV
bitcs-5361	84	21	suitable	suitable	ADJ
bitcs-5361	84	22	for	for	ADP
bitcs-5361	84	23	clustering	clustering	ADJ
bitcs-5361	84	24	algorithms	algorithm	NOUN
bitcs-5361	84	25	.	.	PUNCT
bitcs-5361	85	1	by	by	ADP
bitcs-5361	85	2	applying	apply	VERB
bitcs-5361	85	3	the	the	DET
bitcs-5361	85	4	standard	standard	ADJ
bitcs-5361	85	5	scaler	scaler	NOUN
bitcs-5361	85	6	,	,	PUNCT
bitcs-5361	85	7	the	the	DET
bitcs-5361	85	8	magnitude	magnitude	NOUN
bitcs-5361	85	9	and	and	CCONJ
bitcs-5361	85	10	depth	depth	NOUN
bitcs-5361	85	11	values	value	NOUN
bitcs-5361	85	12	are	be	AUX
bitcs-5361	85	13	normalized	normalize	VERB
bitcs-5361	85	14	to	to	ADP
bitcs-5361	85	15	a	a	DET
bitcs-5361	85	16	comparable	comparable	ADJ
bitcs-5361	85	17	scale	scale	NOUN
bitcs-5361	85	18	,	,	PUNCT
bitcs-5361	85	19	eliminating	eliminate	VERB
bitcs-5361	85	20	any	any	DET
bitcs-5361	85	21	potential	potential	ADJ
bitcs-5361	85	22	biases	bias	NOUN
bitcs-5361	85	23	caused	cause	VERB
bitcs-5361	85	24	by	by	ADP
bitcs-5361	85	25	differences	difference	NOUN
bitcs-5361	85	26	in	in	ADP
bitcs-5361	85	27	their	their	PRON
bitcs-5361	85	28	measurement	measurement	NOUN
bitcs-5361	85	29	units	unit	NOUN
bitcs-5361	85	30	.	.	PUNCT
bitcs-5361	86	1	this	this	DET
bitcs-5361	86	2	normalization	normalization	NOUN
bitcs-5361	86	3	allows	allow	VERB
bitcs-5361	86	4	for	for	ADP
bitcs-5361	86	5	a	a	DET
bitcs-5361	86	6	fair	fair	ADJ
bitcs-5361	86	7	comparison	comparison	NOUN
bitcs-5361	86	8	and	and	CCONJ
bitcs-5361	86	9	accurate	accurate	ADJ
bitcs-5361	86	10	clustering	clustering	NOUN
bitcs-5361	86	11	based	base	VERB
bitcs-5361	86	12	on	on	ADP
bitcs-5361	86	13	the	the	DET
bitcs-5361	86	14	similarity	similarity	NOUN
bitcs-5361	86	15	of	of	ADP
bitcs-5361	86	16	the	the	DET
bitcs-5361	86	17	scaled	scale	VERB
bitcs-5361	86	18	features	feature	NOUN
bitcs-5361	86	19	.	.	PUNCT
bitcs-5361	87	1	d.	d.	PROPN
bitcs-5361	87	2	elbow	elbow	PROPN
bitcs-5361	87	3	method	method	VERB
bitcs-5361	87	4	the	the	DET
bitcs-5361	87	5	elbow	elbow	NOUN
bitcs-5361	87	6	method	method	NOUN
bitcs-5361	87	7	is	be	AUX
bitcs-5361	87	8	a	a	DET
bitcs-5361	87	9	visual	visual	ADJ
bitcs-5361	87	10	technique	technique	NOUN
bitcs-5361	87	11	utilized	utilize	VERB
bitcs-5361	87	12	to	to	PART
bitcs-5361	87	13	determine	determine	VERB
bitcs-5361	87	14	the	the	DET
bitcs-5361	87	15	optimal	optimal	ADJ
bitcs-5361	87	16	number	number	NOUN
bitcs-5361	87	17	of	of	ADP
bitcs-5361	87	18	clusters	cluster	NOUN
bitcs-5361	87	19	for	for	ADP
bitcs-5361	87	20	clustering	cluster	VERB
bitcs-5361	87	21	algorithms	algorithm	NOUN
bitcs-5361	87	22	.	.	PUNCT
bitcs-5361	88	1	it	it	PRON
bitcs-5361	88	2	involves	involve	VERB
bitcs-5361	88	3	plotting	plot	VERB
bitcs-5361	88	4	the	the	DET
bitcs-5361	88	5	explained	explain	VERB
bitcs-5361	88	6	variance	variance	NOUN
bitcs-5361	88	7	by	by	ADP
bitcs-5361	88	8	each	each	DET
bitcs-5361	88	9	cluster	cluster	NOUN
bitcs-5361	88	10	against	against	ADP
bitcs-5361	88	11	the	the	DET
bitcs-5361	88	12	number	number	NOUN
bitcs-5361	88	13	of	of	ADP
bitcs-5361	88	14	clusters	cluster	NOUN
bitcs-5361	88	15	and	and	CCONJ
bitcs-5361	88	16	observing	observe	VERB
bitcs-5361	88	17	the	the	DET
bitcs-5361	88	18	point	point	NOUN
bitcs-5361	88	19	of	of	ADP
bitcs-5361	88	20	inflection	inflection	NOUN
bitcs-5361	88	21	,	,	PUNCT
bitcs-5361	88	22	commonly	commonly	ADV
bitcs-5361	88	23	referred	refer	VERB
bitcs-5361	88	24	to	to	ADP
bitcs-5361	88	25	as	as	SCONJ
bitcs-5361	88	26	the	the	DET
bitcs-5361	88	27	"	"	PUNCT
bitcs-5361	88	28	elbow	elbow	NOUN
bitcs-5361	88	29	,	,	PUNCT
bitcs-5361	88	30	"	"	PUNCT
bitcs-5361	88	31	where	where	SCONJ
bitcs-5361	88	32	adding	add	VERB
bitcs-5361	88	33	more	more	ADJ
bitcs-5361	88	34	clusters	cluster	NOUN
bitcs-5361	88	35	no	no	ADV
bitcs-5361	88	36	longer	long	ADV
bitcs-5361	88	37	significantly	significantly	ADV
bitcs-5361	88	38	improves	improve	VERB
bitcs-5361	88	39	the	the	DET
bitcs-5361	88	40	explained	explain	VERB
bitcs-5361	88	41	variance	variance	NOUN
bitcs-5361	88	42	[	[	X
bitcs-5361	88	43	16	16	NUM
bitcs-5361	88	44	]	]	PUNCT
bitcs-5361	88	45	.	.	PUNCT
bitcs-5361	89	1	in	in	ADP
bitcs-5361	89	2	simpler	simple	ADJ
bitcs-5361	89	3	terms	term	NOUN
bitcs-5361	89	4	,	,	PUNCT
bitcs-5361	89	5	the	the	DET
bitcs-5361	89	6	elbow	elbow	NOUN
bitcs-5361	89	7	method	method	NOUN
bitcs-5361	89	8	assists	assist	VERB
bitcs-5361	89	9	in	in	ADP
bitcs-5361	89	10	selecting	select	VERB
bitcs-5361	89	11	the	the	DET
bitcs-5361	89	12	appropriate	appropriate	ADJ
bitcs-5361	89	13	number	number	NOUN
bitcs-5361	89	14	of	of	ADP
bitcs-5361	89	15	clusters	cluster	NOUN
bitcs-5361	89	16	for	for	ADP
bitcs-5361	89	17	the	the	DET
bitcs-5361	89	18	given	give	VERB
bitcs-5361	89	19	data	datum	NOUN
bitcs-5361	89	20	by	by	ADP
bitcs-5361	89	21	identifying	identify	VERB
bitcs-5361	89	22	the	the	DET
bitcs-5361	89	23	point	point	NOUN
bitcs-5361	89	24	at	at	ADP
bitcs-5361	89	25	which	which	PRON
bitcs-5361	89	26	adding	add	VERB
bitcs-5361	89	27	more	more	ADJ
bitcs-5361	89	28	clusters	cluster	NOUN
bitcs-5361	89	29	does	do	AUX
bitcs-5361	89	30	not	not	PART
bitcs-5361	89	31	yield	yield	VERB
bitcs-5361	89	32	substantial	substantial	ADJ
bitcs-5361	89	33	enhancements	enhancement	NOUN
bitcs-5361	89	34	in	in	ADP
bitcs-5361	89	35	the	the	DET
bitcs-5361	89	36	clustering	clustering	ADJ
bitcs-5361	89	37	outcomes	outcome	NOUN
bitcs-5361	89	38	.	.	PUNCT
bitcs-5361	90	1	to	to	PART
bitcs-5361	90	2	apply	apply	VERB
bitcs-5361	90	3	the	the	DET
bitcs-5361	90	4	elbow	elbow	NOUN
bitcs-5361	90	5	method	method	NOUN
bitcs-5361	90	6	,	,	PUNCT
bitcs-5361	90	7	we	we	PRON
bitcs-5361	90	8	initially	initially	ADV
bitcs-5361	90	9	perform	perform	VERB
bitcs-5361	90	10	clustering	cluster	VERB
bitcs-5361	90	11	with	with	ADP
bitcs-5361	90	12	various	various	ADJ
bitcs-5361	90	13	numbers	number	NOUN
bitcs-5361	90	14	of	of	ADP
bitcs-5361	90	15	clusters	cluster	NOUN
bitcs-5361	90	16	and	and	CCONJ
bitcs-5361	90	17	plot	plot	VERB
bitcs-5361	90	18	the	the	DET
bitcs-5361	90	19	explained	explain	VERB
bitcs-5361	90	20	variance	variance	NOUN
bitcs-5361	90	21	against	against	ADP
bitcs-5361	90	22	the	the	DET
bitcs-5361	90	23	corresponding	corresponding	ADJ
bitcs-5361	90	24	number	number	NOUN
bitcs-5361	90	25	of	of	ADP
bitcs-5361	90	26	clusters	cluster	NOUN
bitcs-5361	90	27	.	.	PUNCT
bitcs-5361	91	1	the	the	DET
bitcs-5361	91	2	elbow	elbow	NOUN
bitcs-5361	91	3	point	point	NOUN
bitcs-5361	91	4	on	on	ADP
bitcs-5361	91	5	the	the	DET
bitcs-5361	91	6	plot	plot	NOUN
bitcs-5361	91	7	represents	represent	VERB
bitcs-5361	91	8	the	the	DET
bitcs-5361	91	9	stage	stage	NOUN
bitcs-5361	91	10	at	at	ADP
bitcs-5361	91	11	which	which	PRON
bitcs-5361	91	12	the	the	DET
bitcs-5361	91	13	explained	explain	VERB
bitcs-5361	91	14	variance	variance	NOUN
bitcs-5361	91	15	begins	begin	VERB
bitcs-5361	91	16	to	to	PART
bitcs-5361	91	17	level	level	VERB
bitcs-5361	91	18	off	off	ADP
bitcs-5361	91	19	,	,	PUNCT
bitcs-5361	91	20	indicating	indicate	VERB
bitcs-5361	91	21	that	that	SCONJ
bitcs-5361	91	22	the	the	DET
bitcs-5361	91	23	inclusion	inclusion	NOUN
bitcs-5361	91	24	of	of	ADP
bitcs-5361	91	25	additional	additional	ADJ
bitcs-5361	91	26	clusters	cluster	NOUN
bitcs-5361	91	27	does	do	AUX
bitcs-5361	91	28	not	not	PART
bitcs-5361	91	29	contribute	contribute	VERB
bitcs-5361	91	30	significantly	significantly	ADV
bitcs-5361	91	31	to	to	ADP
bitcs-5361	91	32	the	the	DET
bitcs-5361	91	33	improvement	improvement	NOUN
bitcs-5361	91	34	.	.	PUNCT
bitcs-5361	92	1	once	once	SCONJ
bitcs-5361	92	2	the	the	DET
bitcs-5361	92	3	elbow	elbow	NOUN
bitcs-5361	92	4	point	point	NOUN
bitcs-5361	92	5	is	be	AUX
bitcs-5361	92	6	determined	determine	VERB
bitcs-5361	92	7	,	,	PUNCT
bitcs-5361	92	8	we	we	PRON
bitcs-5361	92	9	can	can	AUX
bitcs-5361	92	10	choose	choose	VERB
bitcs-5361	92	11	the	the	DET
bitcs-5361	92	12	number	number	NOUN
bitcs-5361	92	13	of	of	ADP
bitcs-5361	92	14	clusters	cluster	NOUN
bitcs-5361	92	15	that	that	PRON
bitcs-5361	92	16	strikes	strike	VERB
bitcs-5361	92	17	a	a	DET
bitcs-5361	92	18	balance	balance	NOUN
bitcs-5361	92	19	between	between	ADP
bitcs-5361	92	20	the	the	DET
bitcs-5361	92	21	explained	explain	VERB
bitcs-5361	92	22	variance	variance	NOUN
bitcs-5361	92	23	and	and	CCONJ
bitcs-5361	92	24	the	the	DET
bitcs-5361	92	25	simplicity	simplicity	NOUN
bitcs-5361	92	26	of	of	ADP
bitcs-5361	92	27	the	the	DET
bitcs-5361	92	28	model	model	NOUN
bitcs-5361	92	29	.	.	PUNCT
bitcs-5361	93	1	e.	e.	PROPN
bitcs-5361	93	2	agglomerative	agglomerative	PROPN
bitcs-5361	93	3	clustering	cluster	VERB
bitcs-5361	93	4	once	once	ADV
bitcs-5361	93	5	the	the	DET
bitcs-5361	93	6	optimal	optimal	ADJ
bitcs-5361	93	7	number	number	NOUN
bitcs-5361	93	8	of	of	ADP
bitcs-5361	93	9	clusters	cluster	NOUN
bitcs-5361	93	10	has	have	AUX
bitcs-5361	93	11	been	be	AUX
bitcs-5361	93	12	determined	determine	VERB
bitcs-5361	93	13	using	use	VERB
bitcs-5361	93	14	the	the	DET
bitcs-5361	93	15	elbow	elbow	NOUN
bitcs-5361	93	16	method	method	NOUN
bitcs-5361	93	17	,	,	PUNCT
bitcs-5361	93	18	the	the	DET
bitcs-5361	93	19	subsequent	subsequent	ADJ
bitcs-5361	93	20	step	step	NOUN
bitcs-5361	93	21	involves	involve	VERB
bitcs-5361	93	22	applying	apply	VERB
bitcs-5361	93	23	agglomerative	agglomerative	ADJ
bitcs-5361	93	24	clustering	clustering	NOUN
bitcs-5361	93	25	to	to	ADP
bitcs-5361	93	26	the	the	DET
bitcs-5361	93	27	preprocessed	preprocesse	VERB
bitcs-5361	93	28	data	datum	NOUN
bitcs-5361	93	29	.	.	PUNCT
bitcs-5361	94	1	agglomerative	agglomerative	ADJ
bitcs-5361	94	2	clustering	clustering	NOUN
bitcs-5361	94	3	is	be	AUX
bitcs-5361	94	4	a	a	DET
bitcs-5361	94	5	hierarchical	hierarchical	ADJ
bitcs-5361	94	6	clustering	clustering	NOUN
bitcs-5361	94	7	technique	technique	NOUN
bitcs-5361	94	8	that	that	PRON
bitcs-5361	94	9	begins	begin	VERB
bitcs-5361	94	10	with	with	ADP
bitcs-5361	94	11	each	each	DET
bitcs-5361	94	12	data	datum	NOUN
bitcs-5361	94	13	point	point	NOUN
bitcs-5361	94	14	assigned	assign	VERB
bitcs-5361	94	15	as	as	ADP
bitcs-5361	94	16	a	a	DET
bitcs-5361	94	17	separate	separate	ADJ
bitcs-5361	94	18	cluster	cluster	NOUN
bitcs-5361	94	19	and	and	CCONJ
bitcs-5361	94	20	gradually	gradually	ADV
bitcs-5361	94	21	merges	merge	VERB
bitcs-5361	94	22	the	the	DET
bitcs-5361	94	23	closest	close	ADJ
bitcs-5361	94	24	clusters	cluster	NOUN
bitcs-5361	94	25	until	until	SCONJ
bitcs-5361	94	26	all	all	DET
bitcs-5361	94	27	data	datum	NOUN
bitcs-5361	94	28	points	point	NOUN
bitcs-5361	94	29	are	be	AUX
bitcs-5361	94	30	grouped	group	VERB
bitcs-5361	94	31	into	into	ADP
bitcs-5361	94	32	a	a	DET
bitcs-5361	94	33	single	single	ADJ
bitcs-5361	94	34	cluster	cluster	NOUN
bitcs-5361	94	35	[	[	X
bitcs-5361	94	36	17	17	NUM
bitcs-5361	94	37	]	]	PUNCT
bitcs-5361	94	38	.	.	PUNCT
bitcs-5361	95	1	in	in	ADP
bitcs-5361	95	2	this	this	DET
bitcs-5361	95	3	research	research	NOUN
bitcs-5361	95	4	,	,	PUNCT
bitcs-5361	95	5	we	we	PRON
bitcs-5361	95	6	utilized	utilize	VERB
bitcs-5361	95	7	the	the	DET
bitcs-5361	95	8	agglomerative	agglomerative	ADJ
bitcs-5361	95	9	clustering	clustering	ADJ
bitcs-5361	95	10	algorithm	algorithm	NOUN
bitcs-5361	95	11	provided	provide	VERB
bitcs-5361	95	12	by	by	ADP
bitcs-5361	95	13	the	the	DET
bitcs-5361	95	14	python	python	PROPN
bitcs-5361	95	15	scikitlearn	scikitlearn	NOUN
bitcs-5361	95	16	library	library	NOUN
bitcs-5361	96	1	[	[	X
bitcs-5361	96	2	18	18	NUM
bitcs-5361	96	3	]	]	PUNCT
bitcs-5361	96	4	.	.	PUNCT
bitcs-5361	97	1	the	the	DET
bitcs-5361	97	2	algorithm	algorithm	NOUN
bitcs-5361	97	3	requires	require	VERB
bitcs-5361	97	4	specifying	specify	VERB
bitcs-5361	97	5	the	the	DET
bitcs-5361	97	6	number	number	NOUN
bitcs-5361	97	7	of	of	ADP
bitcs-5361	97	8	clusters	cluster	NOUN
bitcs-5361	97	9	,	,	PUNCT
bitcs-5361	97	10	which	which	PRON
bitcs-5361	97	11	is	be	AUX
bitcs-5361	97	12	set	set	VERB
bitcs-5361	97	13	to	to	ADP
bitcs-5361	97	14	the	the	DET
bitcs-5361	97	15	optimal	optimal	ADJ
bitcs-5361	97	16	number	number	NOUN
bitcs-5361	97	17	obtained	obtain	VERB
bitcs-5361	97	18	from	from	ADP
bitcs-5361	97	19	the	the	DET
bitcs-5361	97	20	elbow	elbow	NOUN
bitcs-5361	97	21	method	method	NOUN
bitcs-5361	97	22	.	.	PUNCT
bitcs-5361	98	1	for	for	ADP
bitcs-5361	98	2	this	this	DET
bitcs-5361	98	3	study	study	NOUN
bitcs-5361	98	4	,	,	PUNCT
bitcs-5361	98	5	ward	ward	NOUN
bitcs-5361	98	6	's	's	PART
bitcs-5361	98	7	linkage	linkage	NOUN
bitcs-5361	98	8	criterion	criterion	NOUN
bitcs-5361	98	9	was	be	AUX
bitcs-5361	98	10	employed	employ	VERB
bitcs-5361	98	11	,	,	PUNCT
bitcs-5361	98	12	aiming	aim	VERB
bitcs-5361	98	13	to	to	PART
bitcs-5361	98	14	minimize	minimize	VERB
bitcs-5361	98	15	the	the	DET
bitcs-5361	98	16	sum	sum	NOUN
bitcs-5361	98	17	of	of	ADP
bitcs-5361	98	18	squared	square	VERB
bitcs-5361	98	19	differences	difference	NOUN
bitcs-5361	98	20	within	within	ADP
bitcs-5361	98	21	all	all	DET
bitcs-5361	98	22	clusters	cluster	NOUN
bitcs-5361	98	23	.	.	PUNCT
bitcs-5361	99	1	f.	f.	PROPN
bitcs-5361	99	2	cluster	cluster	NOUN
bitcs-5361	99	3	analysis	analysis	NOUN
bitcs-5361	99	4	afterwards	afterwards	ADV
bitcs-5361	99	5	,	,	PUNCT
bitcs-5361	99	6	the	the	DET
bitcs-5361	99	7	resulting	result	VERB
bitcs-5361	99	8	clusters	cluster	NOUN
bitcs-5361	99	9	are	be	AUX
bitcs-5361	99	10	analyzed	analyze	VERB
bitcs-5361	99	11	to	to	PART
bitcs-5361	99	12	identify	identify	VERB
bitcs-5361	99	13	patterns	pattern	NOUN
bitcs-5361	99	14	or	or	CCONJ
bitcs-5361	99	15	trends	trend	NOUN
bitcs-5361	99	16	within	within	ADP
bitcs-5361	99	17	the	the	DET
bitcs-5361	99	18	data	datum	NOUN
bitcs-5361	99	19	.	.	PUNCT
bitcs-5361	100	1	this	this	DET
bitcs-5361	100	2	analysis	analysis	NOUN
bitcs-5361	100	3	involves	involve	VERB
bitcs-5361	100	4	examining	examine	VERB
bitcs-5361	100	5	the	the	DET
bitcs-5361	100	6	characteristics	characteristic	NOUN
bitcs-5361	100	7	of	of	ADP
bitcs-5361	100	8	each	each	DET
bitcs-5361	100	9	cluster	cluster	NOUN
bitcs-5361	100	10	,	,	PUNCT
bitcs-5361	100	11	such	such	ADJ
bitcs-5361	100	12	as	as	ADP
bitcs-5361	100	13	the	the	DET
bitcs-5361	100	14	average	average	ADJ
bitcs-5361	100	15	values	value	NOUN
bitcs-5361	100	16	of	of	ADP
bitcs-5361	100	17	relevant	relevant	ADJ
bitcs-5361	100	18	variables	variable	NOUN
bitcs-5361	100	19	,	,	PUNCT
bitcs-5361	100	20	as	as	ADV
bitcs-5361	100	21	well	well	ADV
bitcs-5361	100	22	as	as	ADP
bitcs-5361	100	23	utilizing	utilize	VERB
bitcs-5361	100	24	visualizations	visualization	NOUN
bitcs-5361	100	25	like	like	ADP
bitcs-5361	100	26	box	box	NOUN
bitcs-5361	100	27	plots	plot	NOUN
bitcs-5361	100	28	to	to	PART
bitcs-5361	100	29	depict	depict	VERB
bitcs-5361	100	30	the	the	DET
bitcs-5361	100	31	clusters	cluster	NOUN
bitcs-5361	100	32	.	.	PUNCT
bitcs-5361	101	1	by	by	ADP
bitcs-5361	101	2	conducting	conduct	VERB
bitcs-5361	101	3	cluster	cluster	NOUN
bitcs-5361	101	4	analysis	analysis	NOUN
bitcs-5361	101	5	,	,	PUNCT
bitcs-5361	101	6	we	we	PRON
bitcs-5361	101	7	can	can	AUX
bitcs-5361	101	8	gain	gain	VERB
bitcs-5361	101	9	insights	insight	NOUN
bitcs-5361	101	10	into	into	ADP
bitcs-5361	101	11	the	the	DET
bitcs-5361	101	12	data	data	NOUN
bitcs-5361	101	13	structure	structure	NOUN
bitcs-5361	101	14	and	and	CCONJ
bitcs-5361	101	15	identify	identify	VERB
bitcs-5361	101	16	meaningful	meaningful	ADJ
bitcs-5361	101	17	clusters	cluster	NOUN
bitcs-5361	101	18	among	among	ADP
bitcs-5361	101	19	the	the	DET
bitcs-5361	101	20	population	population	NOUN
bitcs-5361	101	21	of	of	ADP
bitcs-5361	101	22	211	211	NUM
bitcs-5361	101	23	earthquakes	earthquake	NOUN
bitcs-5361	101	24	in	in	ADP
bitcs-5361	101	25	north	north	NOUN
bitcs-5361	101	26	sulawesi	sulawesi	NOUN
bitcs-5361	101	27	.	.	PUNCT
bitcs-5361	102	1	these	these	DET
bitcs-5361	102	2	clusters	cluster	NOUN
bitcs-5361	102	3	can	can	AUX
bitcs-5361	102	4	be	be	AUX
bitcs-5361	102	5	further	far	ADV
bitcs-5361	102	6	investigated	investigate	VERB
bitcs-5361	102	7	to	to	PART
bitcs-5361	102	8	obtain	obtain	VERB
bitcs-5361	102	9	a	a	DET
bitcs-5361	102	10	deeper	deep	ADJ
bitcs-5361	102	11	understanding	understanding	NOUN
bitcs-5361	102	12	of	of	ADP
bitcs-5361	102	13	the	the	DET
bitcs-5361	102	14	characteristics	characteristic	NOUN
bitcs-5361	102	15	specific	specific	ADJ
bitcs-5361	102	16	to	to	ADP
bitcs-5361	102	17	each	each	DET
bitcs-5361	102	18	cluster	cluster	NOUN
bitcs-5361	102	19	.	.	PUNCT
bitcs-5361	103	1	iii	iii	X
bitcs-5361	103	2	.	.	PROPN
bitcs-5361	103	3	results	result	NOUN
bitcs-5361	103	4	and	and	CCONJ
bitcs-5361	103	5	discussion	discussion	NOUN
bitcs-5361	103	6	in	in	ADP
bitcs-5361	103	7	this	this	DET
bitcs-5361	103	8	section	section	NOUN
bitcs-5361	103	9	,	,	PUNCT
bitcs-5361	103	10	we	we	PRON
bitcs-5361	103	11	will	will	AUX
bitcs-5361	103	12	delve	delve	VERB
bitcs-5361	103	13	into	into	ADP
bitcs-5361	103	14	the	the	DET
bitcs-5361	103	15	findings	finding	NOUN
bitcs-5361	103	16	derived	derive	VERB
bitcs-5361	103	17	from	from	ADP
bitcs-5361	103	18	the	the	DET
bitcs-5361	103	19	analysis	analysis	NOUN
bitcs-5361	103	20	of	of	ADP
bitcs-5361	103	21	earthquake	earthquake	NOUN
bitcs-5361	103	22	clusters	cluster	NOUN
bitcs-5361	103	23	in	in	ADP
bitcs-5361	103	24	the	the	DET
bitcs-5361	103	25	sulawesi	sulawesi	NOUN
bitcs-5361	103	26	utara	utara	NOUN
bitcs-5361	103	27	region	region	NOUN
bitcs-5361	103	28	of	of	ADP
bitcs-5361	103	29	indonesia	indonesia	PROPN
bitcs-5361	103	30	for	for	ADP
bitcs-5361	103	31	the	the	DET
bitcs-5361	103	32	year	year	NOUN
bitcs-5361	103	33	2022	2022	NUM
bitcs-5361	103	34	.	.	PUNCT
bitcs-5361	104	1	the	the	DET
bitcs-5361	104	2	application	application	NOUN
bitcs-5361	104	3	of	of	ADP
bitcs-5361	104	4	the	the	DET
bitcs-5361	104	5	elbow	elbow	NOUN
bitcs-5361	104	6	method	method	NOUN
bitcs-5361	104	7	resulted	result	VERB
bitcs-5361	104	8	in	in	ADP
bitcs-5361	104	9	the	the	DET
bitcs-5361	104	10	identification	identification	NOUN
bitcs-5361	104	11	of	of	ADP
bitcs-5361	104	12	four	four	NUM
bitcs-5361	104	13	distinct	distinct	ADJ
bitcs-5361	104	14	clusters	cluster	NOUN
bitcs-5361	104	15	,	,	PUNCT
bitcs-5361	104	16	as	as	SCONJ
bitcs-5361	104	17	illustrated	illustrate	VERB
bitcs-5361	104	18	in	in	ADP
bitcs-5361	104	19	fig	fig	NOUN
bitcs-5361	104	20	.	.	PUNCT
bitcs-5361	105	1	2	2	X
bitcs-5361	105	2	.	.	X
bitcs-5361	105	3	these	these	DET
bitcs-5361	105	4	clusters	cluster	NOUN
bitcs-5361	105	5	represent	represent	VERB
bitcs-5361	105	6	groups	group	NOUN
bitcs-5361	105	7	of	of	ADP
bitcs-5361	105	8	earthquakes	earthquake	NOUN
bitcs-5361	105	9	that	that	PRON
bitcs-5361	105	10	share	share	VERB
bitcs-5361	105	11	similar	similar	ADJ
bitcs-5361	105	12	characteristics	characteristic	NOUN
bitcs-5361	105	13	in	in	ADP
bitcs-5361	105	14	terms	term	NOUN
bitcs-5361	105	15	of	of	ADP
bitcs-5361	105	16	their	their	PRON
bitcs-5361	105	17	magnitudes	magnitude	NOUN
bitcs-5361	105	18	and	and	CCONJ
bitcs-5361	105	19	depths	depth	NOUN
bitcs-5361	105	20	.	.	PUNCT
bitcs-5361	106	1	vol	vol	NOUN
bitcs-5361	106	2	.	.	PROPN
bitcs-5361	107	1	4	4	NUM
bitcs-5361	107	2	,	,	PUNCT
bitcs-5361	107	3	no.2	no.2	PROPN
bitcs-5361	107	4	july	july	PROPN
bitcs-5361	107	5	2023	2023	NUM
bitcs-5361	108	1	|	|	ADV
bitcs-5361	108	2	80	80	NUM
bitcs-5361	108	3	following	follow	VERB
bitcs-5361	108	4	the	the	DET
bitcs-5361	108	5	determination	determination	NOUN
bitcs-5361	108	6	of	of	ADP
bitcs-5361	108	7	the	the	DET
bitcs-5361	108	8	optimal	optimal	ADJ
bitcs-5361	108	9	number	number	NOUN
bitcs-5361	108	10	of	of	ADP
bitcs-5361	108	11	clusters	cluster	NOUN
bitcs-5361	108	12	,	,	PUNCT
bitcs-5361	108	13	the	the	DET
bitcs-5361	108	14	agglomerative	agglomerative	ADJ
bitcs-5361	108	15	clustering	clustering	NOUN
bitcs-5361	108	16	technique	technique	NOUN
bitcs-5361	108	17	was	be	AUX
bitcs-5361	108	18	employed	employ	VERB
bitcs-5361	108	19	to	to	PART
bitcs-5361	108	20	further	far	ADV
bitcs-5361	108	21	examine	examine	VERB
bitcs-5361	108	22	the	the	DET
bitcs-5361	108	23	data	datum	NOUN
bitcs-5361	108	24	.	.	PUNCT
bitcs-5361	109	1	this	this	DET
bitcs-5361	109	2	hierarchical	hierarchical	ADJ
bitcs-5361	109	3	clustering	clustering	NOUN
bitcs-5361	109	4	method	method	NOUN
bitcs-5361	109	5	starts	start	VERB
bitcs-5361	109	6	by	by	ADP
bitcs-5361	109	7	considering	consider	VERB
bitcs-5361	109	8	each	each	DET
bitcs-5361	109	9	earthquake	earthquake	NOUN
bitcs-5361	109	10	event	event	NOUN
bitcs-5361	109	11	as	as	ADP
bitcs-5361	109	12	an	an	DET
bitcs-5361	109	13	individual	individual	ADJ
bitcs-5361	109	14	cluster	cluster	NOUN
bitcs-5361	109	15	and	and	CCONJ
bitcs-5361	109	16	then	then	ADV
bitcs-5361	109	17	iteratively	iteratively	ADV
bitcs-5361	109	18	merges	merge	VERB
bitcs-5361	109	19	the	the	DET
bitcs-5361	109	20	two	two	NUM
bitcs-5361	109	21	closest	close	ADJ
bitcs-5361	109	22	clusters	cluster	NOUN
bitcs-5361	109	23	until	until	SCONJ
bitcs-5361	109	24	all	all	DET
bitcs-5361	109	25	data	datum	NOUN
bitcs-5361	109	26	points	point	NOUN
bitcs-5361	109	27	are	be	AUX
bitcs-5361	109	28	grouped	group	VERB
bitcs-5361	109	29	into	into	ADP
bitcs-5361	109	30	a	a	DET
bitcs-5361	109	31	single	single	ADJ
bitcs-5361	109	32	cluster	cluster	NOUN
bitcs-5361	109	33	.	.	PUNCT
bitcs-5361	110	1	by	by	ADP
bitcs-5361	110	2	applying	apply	VERB
bitcs-5361	110	3	this	this	DET
bitcs-5361	110	4	method	method	NOUN
bitcs-5361	110	5	to	to	ADP
bitcs-5361	110	6	the	the	DET
bitcs-5361	110	7	identified	identify	VERB
bitcs-5361	110	8	four	four	NUM
bitcs-5361	110	9	clusters	cluster	NOUN
bitcs-5361	110	10	,	,	PUNCT
bitcs-5361	110	11	we	we	PRON
bitcs-5361	110	12	were	be	AUX
bitcs-5361	110	13	able	able	ADJ
bitcs-5361	110	14	to	to	PART
bitcs-5361	110	15	discern	discern	VERB
bitcs-5361	110	16	notable	notable	ADJ
bitcs-5361	110	17	dissimilarities	dissimilarity	NOUN
bitcs-5361	110	18	among	among	ADP
bitcs-5361	110	19	them	they	PRON
bitcs-5361	110	20	,	,	PUNCT
bitcs-5361	110	21	particularly	particularly	ADV
bitcs-5361	110	22	in	in	ADP
bitcs-5361	110	23	terms	term	NOUN
bitcs-5361	110	24	of	of	ADP
bitcs-5361	110	25	the	the	DET
bitcs-5361	110	26	magnitudes	magnitude	NOUN
bitcs-5361	110	27	and	and	CCONJ
bitcs-5361	110	28	depths	depth	NOUN
bitcs-5361	110	29	of	of	ADP
bitcs-5361	110	30	the	the	DET
bitcs-5361	110	31	earthquakes	earthquake	NOUN
bitcs-5361	110	32	they	they	PRON
bitcs-5361	110	33	encompass	encompass	VERB
bitcs-5361	110	34	.	.	PUNCT
bitcs-5361	111	1	figure	figure	NOUN
bitcs-5361	111	2	2	2	NUM
bitcs-5361	111	3	.	.	NUM
bitcs-5361	111	4	elbow	elbow	NOUN
bitcs-5361	111	5	method	method	NOUN
bitcs-5361	111	6	with	with	ADP
bitcs-5361	111	7	agglomerative	agglomerative	ADJ
bitcs-5361	111	8	clustering	clustering	NOUN
bitcs-5361	111	9	out	out	ADP
bitcs-5361	111	10	of	of	ADP
bitcs-5361	111	11	the	the	DET
bitcs-5361	111	12	total	total	NOUN
bitcs-5361	111	13	of	of	ADP
bitcs-5361	111	14	211	211	NUM
bitcs-5361	111	15	earthquakes	earthquake	NOUN
bitcs-5361	111	16	analyzed	analyze	VERB
bitcs-5361	111	17	,	,	PUNCT
bitcs-5361	111	18	we	we	PRON
bitcs-5361	111	19	observed	observe	VERB
bitcs-5361	111	20	that	that	SCONJ
bitcs-5361	111	21	the	the	DET
bitcs-5361	111	22	first	first	ADJ
bitcs-5361	111	23	cluster	cluster	NOUN
bitcs-5361	111	24	consisted	consist	VERB
bitcs-5361	111	25	of	of	ADP
bitcs-5361	111	26	29	29	NUM
bitcs-5361	111	27	earthquakes	earthquake	NOUN
bitcs-5361	111	28	,	,	PUNCT
bitcs-5361	111	29	the	the	DET
bitcs-5361	111	30	second	second	ADJ
bitcs-5361	111	31	cluster	cluster	NOUN
bitcs-5361	111	32	contained	contain	VERB
bitcs-5361	111	33	39	39	NUM
bitcs-5361	111	34	earthquakes	earthquake	NOUN
bitcs-5361	111	35	,	,	PUNCT
bitcs-5361	111	36	the	the	DET
bitcs-5361	111	37	third	third	ADJ
bitcs-5361	111	38	cluster	cluster	NOUN
bitcs-5361	111	39	emerged	emerge	VERB
bitcs-5361	111	40	as	as	ADP
bitcs-5361	111	41	the	the	DET
bitcs-5361	111	42	largest	large	ADJ
bitcs-5361	111	43	group	group	NOUN
bitcs-5361	111	44	with	with	ADP
bitcs-5361	111	45	100	100	NUM
bitcs-5361	111	46	earthquakes	earthquake	NOUN
bitcs-5361	111	47	,	,	PUNCT
bitcs-5361	111	48	and	and	CCONJ
bitcs-5361	111	49	the	the	DET
bitcs-5361	111	50	fourth	fourth	ADJ
bitcs-5361	111	51	cluster	cluster	NOUN
bitcs-5361	111	52	comprised	comprise	VERB
bitcs-5361	111	53	43	43	NUM
bitcs-5361	111	54	earthquakes	earthquake	NOUN
bitcs-5361	111	55	.	.	PUNCT
bitcs-5361	112	1	these	these	DET
bitcs-5361	112	2	cluster	cluster	NOUN
bitcs-5361	112	3	-	-	PUNCT
bitcs-5361	112	4	specific	specific	ADJ
bitcs-5361	112	5	earthquake	earthquake	NOUN
bitcs-5361	112	6	populations	population	NOUN
bitcs-5361	112	7	can	can	AUX
bitcs-5361	112	8	be	be	AUX
bitcs-5361	112	9	visualized	visualize	VERB
bitcs-5361	112	10	in	in	ADP
bitcs-5361	112	11	fig	fig	NOUN
bitcs-5361	112	12	.	.	PUNCT
bitcs-5361	113	1	3	3	X
bitcs-5361	113	2	.	.	X
bitcs-5361	113	3	figure	figure	NOUN
bitcs-5361	113	4	3	3	NUM
bitcs-5361	113	5	.	.	PUNCT
bitcs-5361	114	1	distribution	distribution	NOUN
bitcs-5361	114	2	of	of	ADP
bitcs-5361	114	3	earthquake	earthquake	NOUN
bitcs-5361	114	4	events	event	NOUN
bitcs-5361	114	5	based	base	VERB
bitcs-5361	114	6	on	on	ADP
bitcs-5361	114	7	cluster	cluster	NOUN
bitcs-5361	114	8	.	.	PUNCT
bitcs-5361	115	1	vol	vol	NOUN
bitcs-5361	115	2	.	.	PROPN
bitcs-5361	116	1	4	4	NUM
bitcs-5361	116	2	,	,	PUNCT
bitcs-5361	116	3	no.2	no.2	PROPN
bitcs-5361	116	4	july	july	PROPN
bitcs-5361	116	5	2023	2023	NUM
bitcs-5361	117	1	|	|	ADV
bitcs-5361	117	2	81	81	NUM
bitcs-5361	117	3	the	the	DET
bitcs-5361	117	4	distribution	distribution	NOUN
bitcs-5361	117	5	of	of	ADP
bitcs-5361	117	6	earthquake	earthquake	NOUN
bitcs-5361	117	7	data	datum	NOUN
bitcs-5361	117	8	and	and	CCONJ
bitcs-5361	117	9	the	the	DET
bitcs-5361	117	10	formed	form	VERB
bitcs-5361	117	11	clusters	cluster	NOUN
bitcs-5361	117	12	can	can	AUX
bitcs-5361	117	13	be	be	AUX
bitcs-5361	117	14	found	find	VERB
bitcs-5361	117	15	on	on	ADP
bitcs-5361	117	16	the	the	DET
bitcs-5361	117	17	map	map	NOUN
bitcs-5361	117	18	displayed	display	VERB
bitcs-5361	117	19	in	in	ADP
bitcs-5361	117	20	fig	fig	NOUN
bitcs-5361	117	21	.	.	PUNCT
bitcs-5361	118	1	4	4	X
bitcs-5361	118	2	.	.	X
bitcs-5361	118	3	in	in	ADP
bitcs-5361	118	4	the	the	DET
bitcs-5361	118	5	cluster	cluster	NOUN
bitcs-5361	118	6	analysis	analysis	NOUN
bitcs-5361	118	7	,	,	PUNCT
bitcs-5361	118	8	cluster	cluster	NOUN
bitcs-5361	118	9	3	3	NUM
bitcs-5361	118	10	emerged	emerge	VERB
bitcs-5361	118	11	as	as	ADP
bitcs-5361	118	12	the	the	DET
bitcs-5361	118	13	most	most	ADV
bitcs-5361	118	14	dominant	dominant	ADJ
bitcs-5361	118	15	cluster	cluster	NOUN
bitcs-5361	118	16	,	,	PUNCT
bitcs-5361	118	17	primarily	primarily	ADV
bitcs-5361	118	18	distributed	distribute	VERB
bitcs-5361	118	19	in	in	ADP
bitcs-5361	118	20	the	the	DET
bitcs-5361	118	21	offshore	offshore	ADJ
bitcs-5361	118	22	area	area	NOUN
bitcs-5361	118	23	.	.	PUNCT
bitcs-5361	119	1	this	this	DET
bitcs-5361	119	2	cluster	cluster	NOUN
bitcs-5361	119	3	exhibits	exhibit	VERB
bitcs-5361	119	4	characteristics	characteristic	NOUN
bitcs-5361	119	5	of	of	ADP
bitcs-5361	119	6	low	low	ADJ
bitcs-5361	119	7	magnitude	magnitude	NOUN
bitcs-5361	119	8	scale	scale	NOUN
bitcs-5361	119	9	,	,	PUNCT
bitcs-5361	119	10	with	with	ADP
bitcs-5361	119	11	an	an	DET
bitcs-5361	119	12	average	average	NOUN
bitcs-5361	119	13	of	of	ADP
bitcs-5361	119	14	3.4	3.4	NUM
bitcs-5361	119	15	m	m	NOUN
bitcs-5361	119	16	,	,	PUNCT
bitcs-5361	119	17	and	and	CCONJ
bitcs-5361	119	18	shallow	shallow	ADJ
bitcs-5361	119	19	depths	depth	NOUN
bitcs-5361	119	20	,	,	PUNCT
bitcs-5361	119	21	with	with	ADP
bitcs-5361	119	22	an	an	DET
bitcs-5361	119	23	average	average	NOUN
bitcs-5361	119	24	of	of	ADP
bitcs-5361	119	25	21	21	NUM
bitcs-5361	119	26	km	km	NOUN
bitcs-5361	119	27	.	.	PUNCT
bitcs-5361	120	1	therefore	therefore	ADV
bitcs-5361	120	2	,	,	PUNCT
bitcs-5361	120	3	this	this	DET
bitcs-5361	120	4	area	area	NOUN
bitcs-5361	120	5	tends	tend	VERB
bitcs-5361	120	6	to	to	PART
bitcs-5361	120	7	be	be	AUX
bitcs-5361	120	8	relatively	relatively	ADV
bitcs-5361	120	9	safe	safe	ADJ
bitcs-5361	120	10	from	from	ADP
bitcs-5361	120	11	the	the	DET
bitcs-5361	120	12	impacts	impact	NOUN
bitcs-5361	120	13	of	of	ADP
bitcs-5361	120	14	earthquakes	earthquake	NOUN
bitcs-5361	120	15	.	.	PUNCT
bitcs-5361	121	1	figure	figure	VERB
bitcs-5361	121	2	4	4	NUM
bitcs-5361	121	3	.	.	PUNCT
bitcs-5361	122	1	clustering	cluster	VERB
bitcs-5361	122	2	results	result	NOUN
bitcs-5361	122	3	:	:	PUNCT
bitcs-5361	122	4	grouping	group	VERB
bitcs-5361	122	5	of	of	ADP
bitcs-5361	122	6	north	north	NOUN
bitcs-5361	122	7	sulawesi	sulawesi	PROPN
bitcs-5361	122	8	earthquake	earthquake	NOUN
bitcs-5361	122	9	events	event	NOUN
bitcs-5361	122	10	in	in	ADP
bitcs-5361	122	11	2022	2022	NUM
bitcs-5361	122	12	no	no	DET
bitcs-5361	122	13	cluster	cluster	NOUN
bitcs-5361	122	14	1	1	NUM
bitcs-5361	122	15	was	be	AUX
bitcs-5361	122	16	found	find	VERB
bitcs-5361	122	17	in	in	ADP
bitcs-5361	122	18	the	the	DET
bitcs-5361	122	19	main	main	ADJ
bitcs-5361	122	20	island	island	NOUN
bitcs-5361	122	21	area	area	NOUN
bitcs-5361	122	22	.	.	PUNCT
bitcs-5361	123	1	this	this	DET
bitcs-5361	123	2	cluster	cluster	NOUN
bitcs-5361	123	3	needs	need	VERB
bitcs-5361	123	4	to	to	PART
bitcs-5361	123	5	be	be	AUX
bitcs-5361	123	6	closely	closely	ADV
bitcs-5361	123	7	monitored	monitor	VERB
bitcs-5361	123	8	as	as	SCONJ
bitcs-5361	123	9	it	it	PRON
bitcs-5361	123	10	exhibits	exhibit	VERB
bitcs-5361	123	11	a	a	DET
bitcs-5361	123	12	relatively	relatively	ADV
bitcs-5361	123	13	high	high	ADJ
bitcs-5361	123	14	magnitude	magnitude	NOUN
bitcs-5361	123	15	scale	scale	NOUN
bitcs-5361	123	16	,	,	PUNCT
bitcs-5361	123	17	with	with	ADP
bitcs-5361	123	18	an	an	DET
bitcs-5361	123	19	average	average	NOUN
bitcs-5361	123	20	of	of	ADP
bitcs-5361	123	21	4.4	4.4	NUM
bitcs-5361	123	22	m	m	NOUN
bitcs-5361	123	23	,	,	PUNCT
bitcs-5361	123	24	and	and	CCONJ
bitcs-5361	123	25	shallow	shallow	ADJ
bitcs-5361	123	26	depths	depth	NOUN
bitcs-5361	123	27	,	,	PUNCT
bitcs-5361	123	28	with	with	ADP
bitcs-5361	123	29	an	an	DET
bitcs-5361	123	30	average	average	NOUN
bitcs-5361	123	31	of	of	ADP
bitcs-5361	123	32	20	20	NUM
bitcs-5361	123	33	km	km	NOUN
bitcs-5361	123	34	.	.	PUNCT
bitcs-5361	124	1	shallow	shallow	ADJ
bitcs-5361	124	2	depths	depth	NOUN
bitcs-5361	124	3	can	can	AUX
bitcs-5361	124	4	increase	increase	VERB
bitcs-5361	124	5	the	the	DET
bitcs-5361	124	6	potential	potential	NOUN
bitcs-5361	124	7	for	for	ADP
bitcs-5361	124	8	damage	damage	NOUN
bitcs-5361	124	9	compared	compare	VERB
bitcs-5361	124	10	to	to	ADP
bitcs-5361	124	11	deeper	deep	ADJ
bitcs-5361	124	12	depths	depth	NOUN
bitcs-5361	124	13	.	.	PUNCT
bitcs-5361	125	1	however	however	ADV
bitcs-5361	125	2	,	,	PUNCT
bitcs-5361	125	3	in	in	ADP
bitcs-5361	125	4	the	the	DET
bitcs-5361	125	5	northern	northern	ADJ
bitcs-5361	125	6	island	island	NOUN
bitcs-5361	125	7	areas	area	NOUN
bitcs-5361	125	8	of	of	ADP
bitcs-5361	125	9	mainland	mainland	NOUN
bitcs-5361	125	10	sulawesi	sulawesi	NOUN
bitcs-5361	125	11	,	,	PUNCT
bitcs-5361	125	12	there	there	PRON
bitcs-5361	125	13	are	be	VERB
bitcs-5361	125	14	several	several	ADJ
bitcs-5361	125	15	earthquake	earthquake	NOUN
bitcs-5361	125	16	sources	source	NOUN
bitcs-5361	125	17	that	that	PRON
bitcs-5361	125	18	fall	fall	VERB
bitcs-5361	125	19	within	within	ADP
bitcs-5361	125	20	cluster	cluster	NOUN
bitcs-5361	125	21	1	1	NUM
bitcs-5361	125	22	.	.	PUNCT
bitcs-5361	126	1	therefore	therefore	ADV
bitcs-5361	126	2	,	,	PUNCT
bitcs-5361	126	3	this	this	DET
bitcs-5361	126	4	area	area	NOUN
bitcs-5361	126	5	requires	require	VERB
bitcs-5361	126	6	careful	careful	ADJ
bitcs-5361	126	7	mitigation	mitigation	NOUN
bitcs-5361	126	8	planning	planning	NOUN
bitcs-5361	126	9	to	to	PART
bitcs-5361	126	10	reduce	reduce	VERB
bitcs-5361	126	11	the	the	DET
bitcs-5361	126	12	risk	risk	NOUN
bitcs-5361	126	13	for	for	ADP
bitcs-5361	126	14	the	the	DET
bitcs-5361	126	15	local	local	ADJ
bitcs-5361	126	16	population	population	NOUN
bitcs-5361	126	17	.	.	PUNCT
bitcs-5361	127	1	vol	vol	NOUN
bitcs-5361	127	2	.	.	PROPN
bitcs-5361	128	1	4	4	NUM
bitcs-5361	128	2	,	,	PUNCT
bitcs-5361	128	3	no.2	no.2	PROPN
bitcs-5361	128	4	july	july	PROPN
bitcs-5361	128	5	2023	2023	NUM
bitcs-5361	128	6	|	|	ADV
bitcs-5361	128	7	82	82	NUM
bitcs-5361	128	8	figure	figure	NOUN
bitcs-5361	128	9	5	5	NUM
bitcs-5361	128	10	.	.	PUNCT
bitcs-5361	128	11	distribution	distribution	NOUN
bitcs-5361	128	12	of	of	ADP
bitcs-5361	128	13	magnitude	magnitude	NOUN
bitcs-5361	128	14	based	base	VERB
bitcs-5361	128	15	on	on	ADP
bitcs-5361	128	16	cluster	cluster	NOUN
bitcs-5361	128	17	.	.	PUNCT
bitcs-5361	129	1	cluster	cluster	NOUN
bitcs-5361	129	2	2	2	NUM
bitcs-5361	129	3	also	also	ADV
bitcs-5361	129	4	displays	display	VERB
bitcs-5361	129	5	a	a	DET
bitcs-5361	129	6	high	high	ADJ
bitcs-5361	129	7	magnitude	magnitude	NOUN
bitcs-5361	129	8	scale	scale	NOUN
bitcs-5361	129	9	,	,	PUNCT
bitcs-5361	129	10	with	with	ADP
bitcs-5361	129	11	an	an	DET
bitcs-5361	129	12	average	average	NOUN
bitcs-5361	129	13	of	of	ADP
bitcs-5361	129	14	approximately	approximately	ADV
bitcs-5361	129	15	4.4	4.4	NUM
bitcs-5361	129	16	magnitude	magnitude	NOUN
bitcs-5361	129	17	,	,	PUNCT
bitcs-5361	129	18	and	and	CCONJ
bitcs-5361	129	19	deep	deep	ADJ
bitcs-5361	129	20	depths	depth	NOUN
bitcs-5361	129	21	with	with	ADP
bitcs-5361	129	22	an	an	DET
bitcs-5361	129	23	average	average	NOUN
bitcs-5361	129	24	of	of	ADP
bitcs-5361	129	25	199	199	NUM
bitcs-5361	129	26	km	km	NOUN
bitcs-5361	129	27	.	.	PUNCT
bitcs-5361	130	1	this	this	DET
bitcs-5361	130	2	type	type	NOUN
bitcs-5361	130	3	of	of	ADP
bitcs-5361	130	4	earthquake	earthquake	NOUN
bitcs-5361	130	5	often	often	ADV
bitcs-5361	130	6	occurs	occur	VERB
bitcs-5361	130	7	in	in	ADP
bitcs-5361	130	8	the	the	DET
bitcs-5361	130	9	main	main	ADJ
bitcs-5361	130	10	island	island	NOUN
bitcs-5361	130	11	area	area	NOUN
bitcs-5361	130	12	,	,	PUNCT
bitcs-5361	130	13	which	which	PRON
bitcs-5361	130	14	may	may	AUX
bitcs-5361	130	15	be	be	AUX
bitcs-5361	130	16	related	relate	VERB
bitcs-5361	130	17	to	to	ADP
bitcs-5361	130	18	the	the	DET
bitcs-5361	130	19	activities	activity	NOUN
bitcs-5361	130	20	of	of	ADP
bitcs-5361	130	21	active	active	ADJ
bitcs-5361	130	22	volcanoes	volcano	NOUN
bitcs-5361	130	23	in	in	ADP
bitcs-5361	130	24	the	the	DET
bitcs-5361	130	25	north	north	NOUN
bitcs-5361	130	26	sulawesi	sulawesi	PROPN
bitcs-5361	130	27	region	region	PROPN
bitcs-5361	130	28	.	.	PUNCT
bitcs-5361	131	1	figure	figure	VERB
bitcs-5361	131	2	6	6	NUM
bitcs-5361	131	3	.	.	PUNCT
bitcs-5361	132	1	distribution	distribution	NOUN
bitcs-5361	132	2	of	of	ADP
bitcs-5361	132	3	depth	depth	NOUN
bitcs-5361	132	4	based	base	VERB
bitcs-5361	132	5	on	on	ADP
bitcs-5361	132	6	cluster	cluster	NOUN
bitcs-5361	132	7	.	.	PUNCT
bitcs-5361	133	1	cluster	cluster	NOUN
bitcs-5361	133	2	4	4	NUM
bitcs-5361	133	3	exhibits	exhibit	VERB
bitcs-5361	133	4	a	a	DET
bitcs-5361	133	5	low	low	ADJ
bitcs-5361	133	6	magnitude	magnitude	NOUN
bitcs-5361	133	7	scale	scale	NOUN
bitcs-5361	133	8	and	and	CCONJ
bitcs-5361	133	9	deep	deep	ADJ
bitcs-5361	133	10	depths	depth	NOUN
bitcs-5361	133	11	,	,	PUNCT
bitcs-5361	133	12	making	make	VERB
bitcs-5361	133	13	it	it	PRON
bitcs-5361	133	14	relatively	relatively	ADV
bitcs-5361	133	15	safe	safe	ADJ
bitcs-5361	133	16	.	.	PUNCT
bitcs-5361	134	1	however	however	ADV
bitcs-5361	134	2	,	,	PUNCT
bitcs-5361	134	3	it	it	PRON
bitcs-5361	134	4	is	be	AUX
bitcs-5361	134	5	still	still	ADV
bitcs-5361	134	6	important	important	ADJ
bitcs-5361	134	7	to	to	PART
bitcs-5361	134	8	remain	remain	VERB
bitcs-5361	134	9	vigilant	vigilant	ADJ
bitcs-5361	134	10	regarding	regard	VERB
bitcs-5361	134	11	the	the	DET
bitcs-5361	134	12	potential	potential	ADJ
bitcs-5361	134	13	earthquakes	earthquake	NOUN
bitcs-5361	134	14	within	within	ADP
bitcs-5361	134	15	this	this	DET
bitcs-5361	134	16	cluster	cluster	NOUN
bitcs-5361	134	17	.	.	PUNCT
bitcs-5361	135	1	the	the	DET
bitcs-5361	135	2	distribution	distribution	NOUN
bitcs-5361	135	3	and	and	CCONJ
bitcs-5361	135	4	descriptive	descriptive	ADJ
bitcs-5361	135	5	data	datum	NOUN
bitcs-5361	135	6	of	of	ADP
bitcs-5361	135	7	the	the	DET
bitcs-5361	135	8	clustering	clustering	ADJ
bitcs-5361	135	9	results	result	NOUN
bitcs-5361	135	10	can	can	AUX
bitcs-5361	135	11	be	be	AUX
bitcs-5361	135	12	observed	observe	VERB
bitcs-5361	135	13	in	in	ADP
bitcs-5361	135	14	fig	fig	NOUN
bitcs-5361	135	15	.	.	PUNCT
bitcs-5361	136	1	5	5	NUM
bitcs-5361	136	2	and	and	CCONJ
bitcs-5361	136	3	fig	fig	NOUN
bitcs-5361	136	4	.	.	PUNCT
bitcs-5361	137	1	6	6	NUM
bitcs-5361	137	2	,	,	PUNCT
bitcs-5361	137	3	along	along	ADP
bitcs-5361	137	4	with	with	ADP
bitcs-5361	137	5	table	table	NOUN
bitcs-5361	137	6	1	1	NUM
bitcs-5361	137	7	.	.	PUNCT
bitcs-5361	137	8	vol	vol	NOUN
bitcs-5361	137	9	.	.	PROPN
bitcs-5361	138	1	4	4	NUM
bitcs-5361	138	2	,	,	PUNCT
bitcs-5361	138	3	no.2	no.2	PROPN
bitcs-5361	138	4	july	july	PROPN
bitcs-5361	138	5	2023	2023	NUM
bitcs-5361	138	6	|	|	ADV
bitcs-5361	138	7	83	83	NUM
bitcs-5361	138	8	table	table	NOUN
bitcs-5361	138	9	1	1	NUM
bitcs-5361	138	10	.	.	PUNCT
bitcs-5361	138	11	data	datum	NOUN
bitcs-5361	138	12	description	description	NOUN
bitcs-5361	138	13	based	base	VERB
bitcs-5361	138	14	on	on	ADP
bitcs-5361	138	15	cluster	cluster	NOUN
bitcs-5361	138	16	cluster	cluster	NOUN
bitcs-5361	138	17	number	number	NOUN
bitcs-5361	138	18	of	of	ADP
bitcs-5361	138	19	earthquakes	earthquake	NOUN
bitcs-5361	138	20	average	average	ADJ
bitcs-5361	138	21	magnitude	magnitude	NOUN
bitcs-5361	138	22	(	(	PUNCT
bitcs-5361	138	23	m	m	NOUN
bitcs-5361	138	24	)	)	PUNCT
bitcs-5361	138	25	average	average	ADJ
bitcs-5361	138	26	depth	depth	NOUN
bitcs-5361	138	27	(	(	PUNCT
bitcs-5361	138	28	km	km	NOUN
bitcs-5361	138	29	)	)	PUNCT
bitcs-5361	138	30	1	1	NUM
bitcs-5361	138	31	29	29	NUM
bitcs-5361	138	32	4.4	4.4	NUM
bitcs-5361	138	33	20	20	NUM
bitcs-5361	138	34	2	2	NUM
bitcs-5361	138	35	39	39	NUM
bitcs-5361	138	36	4.4	4.4	NUM
bitcs-5361	138	37	199	199	NUM
bitcs-5361	138	38	3	3	NUM
bitcs-5361	138	39	100	100	NUM
bitcs-5361	138	40	3.4	3.4	NUM
bitcs-5361	138	41	21	21	NUM
bitcs-5361	138	42	4	4	NUM
bitcs-5361	138	43	43	43	NUM
bitcs-5361	138	44	3.4	3.4	NUM
bitcs-5361	138	45	136	136	NUM
bitcs-5361	138	46	having	have	VERB
bitcs-5361	138	47	an	an	DET
bitcs-5361	138	48	understanding	understanding	NOUN
bitcs-5361	138	49	of	of	ADP
bitcs-5361	138	50	the	the	DET
bitcs-5361	138	51	characteristics	characteristic	NOUN
bitcs-5361	138	52	of	of	ADP
bitcs-5361	138	53	the	the	DET
bitcs-5361	138	54	formed	form	VERB
bitcs-5361	138	55	clusters	cluster	NOUN
bitcs-5361	138	56	,	,	PUNCT
bitcs-5361	138	57	this	this	DET
bitcs-5361	138	58	information	information	NOUN
bitcs-5361	138	59	can	can	AUX
bitcs-5361	138	60	be	be	AUX
bitcs-5361	138	61	utilized	utilize	VERB
bitcs-5361	138	62	in	in	ADP
bitcs-5361	138	63	disaster	disaster	NOUN
bitcs-5361	138	64	mitigation	mitigation	NOUN
bitcs-5361	138	65	efforts	effort	NOUN
bitcs-5361	138	66	and	and	CCONJ
bitcs-5361	138	67	more	more	ADV
bitcs-5361	138	68	effective	effective	ADJ
bitcs-5361	138	69	planning	planning	NOUN
bitcs-5361	138	70	to	to	PART
bitcs-5361	138	71	protect	protect	VERB
bitcs-5361	138	72	the	the	DET
bitcs-5361	138	73	community	community	NOUN
bitcs-5361	138	74	and	and	CCONJ
bitcs-5361	138	75	reduce	reduce	VERB
bitcs-5361	138	76	the	the	DET
bitcs-5361	138	77	risks	risk	NOUN
bitcs-5361	138	78	associated	associate	VERB
bitcs-5361	138	79	with	with	ADP
bitcs-5361	138	80	earthquake	earthquake	NOUN
bitcs-5361	138	81	impacts	impact	NOUN
bitcs-5361	138	82	in	in	ADP
bitcs-5361	138	83	north	north	NOUN
bitcs-5361	138	84	sulawesi	sulawesi	NOUN
bitcs-5361	138	85	.	.	PUNCT
bitcs-5361	139	1	by	by	ADP
bitcs-5361	139	2	incorporating	incorporate	VERB
bitcs-5361	139	3	this	this	DET
bitcs-5361	139	4	knowledge	knowledge	NOUN
bitcs-5361	139	5	,	,	PUNCT
bitcs-5361	139	6	appropriate	appropriate	ADJ
bitcs-5361	139	7	measures	measure	NOUN
bitcs-5361	139	8	can	can	AUX
bitcs-5361	139	9	be	be	AUX
bitcs-5361	139	10	taken	take	VERB
bitcs-5361	139	11	to	to	PART
bitcs-5361	139	12	enhance	enhance	VERB
bitcs-5361	139	13	preparedness	preparedness	NOUN
bitcs-5361	139	14	,	,	PUNCT
bitcs-5361	139	15	response	response	NOUN
bitcs-5361	139	16	,	,	PUNCT
bitcs-5361	139	17	and	and	CCONJ
bitcs-5361	139	18	resilience	resilience	NOUN
bitcs-5361	139	19	in	in	ADP
bitcs-5361	139	20	the	the	DET
bitcs-5361	139	21	face	face	NOUN
bitcs-5361	139	22	of	of	ADP
bitcs-5361	139	23	seismic	seismic	ADJ
bitcs-5361	139	24	events	event	NOUN
bitcs-5361	139	25	.	.	PUNCT
bitcs-5361	140	1	it	it	PRON
bitcs-5361	140	2	is	be	AUX
bitcs-5361	140	3	crucial	crucial	ADJ
bitcs-5361	140	4	to	to	PART
bitcs-5361	140	5	prioritize	prioritize	VERB
bitcs-5361	140	6	the	the	DET
bitcs-5361	140	7	safety	safety	NOUN
bitcs-5361	140	8	and	and	CCONJ
bitcs-5361	140	9	well	well	ADV
bitcs-5361	140	10	-	-	PUNCT
bitcs-5361	140	11	being	being	NOUN
bitcs-5361	140	12	of	of	ADP
bitcs-5361	140	13	the	the	DET
bitcs-5361	140	14	population	population	NOUN
bitcs-5361	140	15	and	and	CCONJ
bitcs-5361	140	16	ensure	ensure	VERB
bitcs-5361	140	17	that	that	SCONJ
bitcs-5361	140	18	strategies	strategy	NOUN
bitcs-5361	140	19	are	be	AUX
bitcs-5361	140	20	in	in	ADP
bitcs-5361	140	21	place	place	NOUN
bitcs-5361	140	22	to	to	PART
bitcs-5361	140	23	mitigate	mitigate	VERB
bitcs-5361	140	24	the	the	DET
bitcs-5361	140	25	potential	potential	ADJ
bitcs-5361	140	26	consequences	consequence	NOUN
bitcs-5361	140	27	of	of	ADP
bitcs-5361	140	28	earthquakes	earthquake	NOUN
bitcs-5361	140	29	.	.	PUNCT
bitcs-5361	141	1	you	you	PRON
bitcs-5361	141	2	can	can	AUX
bitcs-5361	141	3	access	access	VERB
bitcs-5361	141	4	the	the	DET
bitcs-5361	141	5	results	result	NOUN
bitcs-5361	141	6	of	of	ADP
bitcs-5361	141	7	the	the	DET
bitcs-5361	141	8	clustering	clustering	ADJ
bitcs-5361	141	9	analysis	analysis	NOUN
bitcs-5361	141	10	through	through	ADP
bitcs-5361	141	11	the	the	DET
bitcs-5361	141	12	following	follow	VERB
bitcs-5361	141	13	link	link	NOUN
bitcs-5361	141	14	:	:	PUNCT
bitcs-5361	141	15	https://sl.unsrat.ac.id/eq-ac	https://sl.unsrat.ac.id/eq-ac	PROPN
bitcs-5361	141	16	.	.	PROPN
bitcs-5361	141	17	iv	iv	PROPN
bitcs-5361	141	18	.	.	PUNCT
bitcs-5361	142	1	conclusions	conclusion	NOUN
bitcs-5361	142	2	in	in	ADP
bitcs-5361	142	3	conclusion	conclusion	NOUN
bitcs-5361	142	4	,	,	PUNCT
bitcs-5361	142	5	the	the	DET
bitcs-5361	142	6	application	application	NOUN
bitcs-5361	142	7	of	of	ADP
bitcs-5361	142	8	agglomerative	agglomerative	ADJ
bitcs-5361	142	9	clustering	clustering	NOUN
bitcs-5361	142	10	to	to	PART
bitcs-5361	142	11	analyze	analyze	VERB
bitcs-5361	142	12	earthquake	earthquake	NOUN
bitcs-5361	142	13	data	datum	NOUN
bitcs-5361	142	14	in	in	ADP
bitcs-5361	142	15	the	the	DET
bitcs-5361	142	16	sulawesi	sulawesi	NOUN
bitcs-5361	142	17	utara	utara	NOUN
bitcs-5361	142	18	region	region	PROPN
bitcs-5361	142	19	resulted	result	VERB
bitcs-5361	142	20	in	in	ADP
bitcs-5361	142	21	the	the	DET
bitcs-5361	142	22	identification	identification	NOUN
bitcs-5361	142	23	of	of	ADP
bitcs-5361	142	24	four	four	NUM
bitcs-5361	142	25	distinct	distinct	ADJ
bitcs-5361	142	26	clusters	cluster	NOUN
bitcs-5361	142	27	with	with	ADP
bitcs-5361	142	28	varying	vary	VERB
bitcs-5361	142	29	characteristics	characteristic	NOUN
bitcs-5361	142	30	in	in	ADP
bitcs-5361	142	31	terms	term	NOUN
bitcs-5361	142	32	of	of	ADP
bitcs-5361	142	33	magnitude	magnitude	NOUN
bitcs-5361	142	34	and	and	CCONJ
bitcs-5361	142	35	depth	depth	NOUN
bitcs-5361	142	36	.	.	PUNCT
bitcs-5361	143	1	these	these	DET
bitcs-5361	143	2	clusters	cluster	NOUN
bitcs-5361	143	3	offer	offer	VERB
bitcs-5361	143	4	valuable	valuable	ADJ
bitcs-5361	143	5	insights	insight	NOUN
bitcs-5361	143	6	into	into	ADP
bitcs-5361	143	7	the	the	DET
bitcs-5361	143	8	seismic	seismic	ADJ
bitcs-5361	143	9	activity	activity	NOUN
bitcs-5361	143	10	patterns	pattern	NOUN
bitcs-5361	143	11	in	in	ADP
bitcs-5361	143	12	the	the	DET
bitcs-5361	143	13	area	area	NOUN
bitcs-5361	143	14	.	.	PUNCT
bitcs-5361	144	1	the	the	DET
bitcs-5361	144	2	findings	finding	NOUN
bitcs-5361	144	3	of	of	ADP
bitcs-5361	144	4	this	this	DET
bitcs-5361	144	5	study	study	NOUN
bitcs-5361	144	6	have	have	VERB
bitcs-5361	144	7	significant	significant	ADJ
bitcs-5361	144	8	implications	implication	NOUN
bitcs-5361	144	9	for	for	ADP
bitcs-5361	144	10	disaster	disaster	NOUN
bitcs-5361	144	11	mitigation	mitigation	NOUN
bitcs-5361	144	12	and	and	CCONJ
bitcs-5361	144	13	risk	risk	NOUN
bitcs-5361	144	14	reduction	reduction	NOUN
bitcs-5361	144	15	efforts	effort	NOUN
bitcs-5361	144	16	in	in	ADP
bitcs-5361	144	17	sulawesi	sulawesi	PROPN
bitcs-5361	144	18	utara	utara	NOUN
bitcs-5361	144	19	.	.	PUNCT
bitcs-5361	145	1	by	by	ADP
bitcs-5361	145	2	understanding	understand	VERB
bitcs-5361	145	3	the	the	DET
bitcs-5361	145	4	clustering	cluster	VERB
bitcs-5361	145	5	patterns	pattern	NOUN
bitcs-5361	145	6	of	of	ADP
bitcs-5361	145	7	earthquakes	earthquake	NOUN
bitcs-5361	145	8	,	,	PUNCT
bitcs-5361	145	9	stakeholders	stakeholder	NOUN
bitcs-5361	145	10	can	can	AUX
bitcs-5361	145	11	develop	develop	VERB
bitcs-5361	145	12	more	more	ADV
bitcs-5361	145	13	effective	effective	ADJ
bitcs-5361	145	14	strategies	strategy	NOUN
bitcs-5361	145	15	to	to	PART
bitcs-5361	145	16	protect	protect	VERB
bitcs-5361	145	17	the	the	DET
bitcs-5361	145	18	local	local	ADJ
bitcs-5361	145	19	population	population	NOUN
bitcs-5361	145	20	and	and	CCONJ
bitcs-5361	145	21	minimize	minimize	VERB
bitcs-5361	145	22	the	the	DET
bitcs-5361	145	23	impact	impact	NOUN
bitcs-5361	145	24	of	of	ADP
bitcs-5361	145	25	seismic	seismic	ADJ
bitcs-5361	145	26	events	event	NOUN
bitcs-5361	145	27	.	.	PUNCT
bitcs-5361	146	1	future	future	ADJ
bitcs-5361	146	2	research	research	NOUN
bitcs-5361	146	3	in	in	ADP
bitcs-5361	146	4	this	this	DET
bitcs-5361	146	5	field	field	NOUN
bitcs-5361	146	6	could	could	AUX
bitcs-5361	146	7	focus	focus	VERB
bitcs-5361	146	8	on	on	ADP
bitcs-5361	146	9	expanding	expand	VERB
bitcs-5361	146	10	the	the	DET
bitcs-5361	146	11	dataset	dataset	NOUN
bitcs-5361	146	12	by	by	ADP
bitcs-5361	146	13	incorporating	incorporate	VERB
bitcs-5361	146	14	data	datum	NOUN
bitcs-5361	146	15	from	from	ADP
bitcs-5361	146	16	additional	additional	ADJ
bitcs-5361	146	17	sources	source	NOUN
bitcs-5361	146	18	and	and	CCONJ
bitcs-5361	146	19	over	over	ADP
bitcs-5361	146	20	a	a	DET
bitcs-5361	146	21	longer	long	ADJ
bitcs-5361	146	22	time	time	NOUN
bitcs-5361	146	23	period	period	NOUN
bitcs-5361	146	24	.	.	PUNCT
bitcs-5361	147	1	this	this	PRON
bitcs-5361	147	2	would	would	AUX
bitcs-5361	147	3	provide	provide	VERB
bitcs-5361	147	4	a	a	DET
bitcs-5361	147	5	more	more	ADV
bitcs-5361	147	6	comprehensive	comprehensive	ADJ
bitcs-5361	147	7	understanding	understanding	NOUN
bitcs-5361	147	8	of	of	ADP
bitcs-5361	147	9	the	the	DET
bitcs-5361	147	10	seismic	seismic	ADJ
bitcs-5361	147	11	activity	activity	NOUN
bitcs-5361	147	12	and	and	CCONJ
bitcs-5361	147	13	clustering	cluster	VERB
bitcs-5361	147	14	patterns	pattern	NOUN
bitcs-5361	147	15	in	in	ADP
bitcs-5361	147	16	sulawesi	sulawesi	PROPN
bitcs-5361	147	17	utara	utara	NOUN
bitcs-5361	147	18	.	.	PUNCT
bitcs-5361	148	1	additionally	additionally	ADV
bitcs-5361	148	2	,	,	PUNCT
bitcs-5361	148	3	investigating	investigate	VERB
bitcs-5361	148	4	the	the	DET
bitcs-5361	148	5	correlation	correlation	NOUN
bitcs-5361	148	6	between	between	ADP
bitcs-5361	148	7	these	these	DET
bitcs-5361	148	8	earthquake	earthquake	NOUN
bitcs-5361	148	9	clusters	cluster	NOUN
bitcs-5361	148	10	and	and	CCONJ
bitcs-5361	148	11	geological	geological	ADJ
bitcs-5361	148	12	features	feature	NOUN
bitcs-5361	148	13	,	,	PUNCT
bitcs-5361	148	14	such	such	ADJ
bitcs-5361	148	15	as	as	ADP
bitcs-5361	148	16	fault	fault	NOUN
bitcs-5361	148	17	lines	line	NOUN
bitcs-5361	148	18	or	or	CCONJ
bitcs-5361	148	19	volcanic	volcanic	ADJ
bitcs-5361	148	20	activity	activity	NOUN
bitcs-5361	148	21	,	,	PUNCT
bitcs-5361	148	22	could	could	AUX
bitcs-5361	148	23	provide	provide	VERB
bitcs-5361	148	24	valuable	valuable	ADJ
bitcs-5361	148	25	insights	insight	NOUN
bitcs-5361	148	26	for	for	ADP
bitcs-5361	148	27	predicting	predict	VERB
bitcs-5361	148	28	and	and	CCONJ
bitcs-5361	148	29	mitigating	mitigate	VERB
bitcs-5361	148	30	future	future	ADJ
bitcs-5361	148	31	seismic	seismic	ADJ
bitcs-5361	148	32	events	event	NOUN
bitcs-5361	148	33	.	.	PUNCT
bitcs-5361	149	1	v.	v.	ADP
bitcs-5361	149	2	references	reference	NOUN
bitcs-5361	149	3	[	[	X
bitcs-5361	149	4	1	1	NUM
bitcs-5361	149	5	]	]	PUNCT
bitcs-5361	149	6	m.	m.	NOUN
bitcs-5361	149	7	masum	masum	NOUN
bitcs-5361	149	8	and	and	CCONJ
bitcs-5361	149	9	m.	m.	NOUN
bitcs-5361	149	10	a.	a.	NOUN
bitcs-5361	149	11	akbar	akbar	NOUN
bitcs-5361	149	12	,	,	PUNCT
bitcs-5361	149	13	“	"	PUNCT
bitcs-5361	149	14	the	the	DET
bitcs-5361	149	15	pacific	pacific	PROPN
bitcs-5361	149	16	ring	ring	NOUN
bitcs-5361	149	17	of	of	ADP
bitcs-5361	149	18	fire	fire	NOUN
bitcs-5361	149	19	is	be	AUX
bitcs-5361	149	20	working	work	VERB
bitcs-5361	149	21	as	as	ADP
bitcs-5361	149	22	a	a	DET
bitcs-5361	149	23	home	home	NOUN
bitcs-5361	149	24	country	country	NOUN
bitcs-5361	149	25	of	of	ADP
bitcs-5361	149	26	geothermal	geothermal	ADJ
bitcs-5361	149	27	resources	resource	NOUN
bitcs-5361	149	28	in	in	ADP
bitcs-5361	149	29	the	the	DET
bitcs-5361	149	30	world	world	NOUN
bitcs-5361	149	31	,	,	PUNCT
bitcs-5361	149	32	”	"	PUNCT
bitcs-5361	149	33	in	in	ADP
bitcs-5361	149	34	iop	iop	PROPN
bitcs-5361	149	35	conference	conference	NOUN
bitcs-5361	149	36	series	series	NOUN
bitcs-5361	149	37	:	:	PUNCT
bitcs-5361	149	38	earth	earth	NOUN
bitcs-5361	149	39	and	and	CCONJ
bitcs-5361	149	40	environmental	environmental	ADJ
bitcs-5361	149	41	science	science	NOUN
bitcs-5361	149	42	,	,	PUNCT
bitcs-5361	149	43	iop	iop	NOUN
bitcs-5361	149	44	publishing	publishing	NOUN
bitcs-5361	149	45	,	,	PUNCT
bitcs-5361	149	46	2019	2019	NUM
bitcs-5361	149	47	,	,	PUNCT
bitcs-5361	149	48	p.	p.	NOUN
bitcs-5361	149	49	012020	012020	NUM
bitcs-5361	149	50	.	.	PUNCT
bitcs-5361	150	1	[	[	X
bitcs-5361	150	2	2	2	NUM
bitcs-5361	150	3	]	]	PUNCT
bitcs-5361	150	4	a.	a.	NOUN
bitcs-5361	150	5	sabtaji	sabtaji	NOUN
bitcs-5361	150	6	,	,	PUNCT
bitcs-5361	150	7	“	"	PUNCT
bitcs-5361	150	8	statistik	statistik	PROPN
bitcs-5361	150	9	kejadian	kejadian	PROPN
bitcs-5361	150	10	gempa	gempa	PROPN
bitcs-5361	150	11	bumi	bumi	PROPN
bitcs-5361	150	12	tektonik	tektonik	PROPN
bitcs-5361	150	13	tiap	tiap	PROPN
bitcs-5361	150	14	provinsi	provinsi	PROPN
bitcs-5361	150	15	di	di	PROPN
bitcs-5361	150	16	wilayah	wilayah	PROPN
bitcs-5361	150	17	indonesia	indonesia	PROPN
bitcs-5361	150	18	selama	selama	PROPN
bitcs-5361	150	19	11	11	NUM
bitcs-5361	150	20	tahun	tahun	PROPN
bitcs-5361	150	21	pengamatan	pengamatan	PROPN
bitcs-5361	150	22	(	(	PUNCT
bitcs-5361	150	23	2009	2009	NUM
bitcs-5361	150	24	-	-	SYM
bitcs-5361	150	25	2019	2019	NUM
bitcs-5361	150	26	)	)	PUNCT
bitcs-5361	150	27	,	,	PUNCT
bitcs-5361	150	28	”	"	PUNCT
bitcs-5361	150	29	bul	bul	PROPN
bitcs-5361	150	30	.	.	PUNCT
bitcs-5361	150	31	meteorol	meteorol	NOUN
bitcs-5361	150	32	.	.	PUNCT
bitcs-5361	151	1	klimatol	klimatol	NOUN
bitcs-5361	151	2	.	.	PUNCT
bitcs-5361	152	1	dan	dan	PROPN
bitcs-5361	152	2	geofis	geofis	PROPN
bitcs-5361	152	3	.	.	PUNCT
bitcs-5361	152	4	,	,	PUNCT
bitcs-5361	152	5	vol	vol	NOUN
bitcs-5361	152	6	.	.	PROPN
bitcs-5361	153	1	1	1	NUM
bitcs-5361	153	2	,	,	PUNCT
bitcs-5361	153	3	no	no	INTJ
bitcs-5361	153	4	.	.	NOUN
bitcs-5361	153	5	7	7	NUM
bitcs-5361	153	6	,	,	PUNCT
bitcs-5361	153	7	pp	pp	ADJ
bitcs-5361	153	8	.	.	PUNCT
bitcs-5361	154	1	31–46	31–46	NUM
bitcs-5361	154	2	,	,	PUNCT
bitcs-5361	154	3	2020	2020	NUM
bitcs-5361	154	4	.	.	PUNCT
bitcs-5361	155	1	[	[	X
bitcs-5361	155	2	3	3	X
bitcs-5361	155	3	]	]	X
bitcs-5361	155	4	b.	b.	PROPN
bitcs-5361	155	5	m.	m.	PROPN
bitcs-5361	155	6	k.	k.	PROPN
bitcs-5361	156	1	dan	dan	PROPN
bitcs-5361	156	2	geofisika	geofisika	PROPN
bitcs-5361	156	3	,	,	PUNCT
bitcs-5361	156	4	“	"	PUNCT
bitcs-5361	156	5	eq	eq	NOUN
bitcs-5361	156	6	repository	repository	NOUN
bitcs-5361	156	7	,	,	PUNCT
bitcs-5361	156	8	”	"	PUNCT
bitcs-5361	156	9	2023	2023	NUM
bitcs-5361	156	10	.	.	PUNCT
bitcs-5361	157	1	https://repogempa.bmkg.go.id/	https://repogempa.bmkg.go.id/	X
bitcs-5361	158	1	[	[	X
bitcs-5361	158	2	4	4	NUM
bitcs-5361	158	3	]	]	PUNCT
bitcs-5361	158	4	p.	p.	NOUN
bitcs-5361	158	5	novianti	novianti	PROPN
bitcs-5361	158	6	,	,	PUNCT
bitcs-5361	158	7	d.	d.	PROPN
bitcs-5361	158	8	setyorini	setyorini	PROPN
bitcs-5361	158	9	,	,	PUNCT
bitcs-5361	158	10	and	and	CCONJ
bitcs-5361	158	11	u.	u.	PROPN
bitcs-5361	158	12	rafflesia	rafflesia	PROPN
bitcs-5361	158	13	,	,	PUNCT
bitcs-5361	158	14	“	"	PUNCT
bitcs-5361	158	15	k	k	ADJ
bitcs-5361	158	16	-	-	PUNCT
bitcs-5361	158	17	means	mean	VERB
bitcs-5361	158	18	cluster	cluster	NOUN
bitcs-5361	158	19	analysis	analysis	NOUN
bitcs-5361	158	20	in	in	ADP
bitcs-5361	158	21	earthquake	earthquake	NOUN
bitcs-5361	158	22	epicenter	epicenter	NOUN
bitcs-5361	158	23	clustering	cluster	VERB
bitcs-5361	158	24	,	,	PUNCT
bitcs-5361	158	25	”	"	PUNCT
bitcs-5361	158	26	int	int	NOUN
bitcs-5361	158	27	.	.	PUNCT
bitcs-5361	159	1	j.	j.	PROPN
bitcs-5361	159	2	adv	adv	PROPN
bitcs-5361	159	3	.	.	PUNCT
bitcs-5361	159	4	intell	intell	PROPN
bitcs-5361	159	5	.	.	PUNCT
bitcs-5361	160	1	inform	inform	NOUN
bitcs-5361	160	2	.	.	PUNCT
bitcs-5361	160	3	,	,	PUNCT
bitcs-5361	160	4	vol	vol	NOUN
bitcs-5361	160	5	.	.	PROPN
bitcs-5361	161	1	3	3	NUM
bitcs-5361	161	2	,	,	PUNCT
bitcs-5361	161	3	no	no	INTJ
bitcs-5361	161	4	.	.	NOUN
bitcs-5361	161	5	2	2	NUM
bitcs-5361	161	6	,	,	PUNCT
bitcs-5361	161	7	pp	pp	ADJ
bitcs-5361	161	8	.	.	PUNCT
bitcs-5361	162	1	81–89	81–89	NUM
bitcs-5361	162	2	,	,	PUNCT
bitcs-5361	162	3	2017	2017	NUM
bitcs-5361	162	4	.	.	PUNCT
bitcs-5361	163	1	[	[	X
bitcs-5361	163	2	5	5	NUM
bitcs-5361	163	3	]	]	PUNCT
bitcs-5361	163	4	m.	m.	NOUN
bitcs-5361	163	5	murdiaty	murdiaty	NOUN
bitcs-5361	163	6	,	,	PUNCT
bitcs-5361	163	7	a.	a.	PROPN
bitcs-5361	163	8	angela	angela	PROPN
bitcs-5361	163	9	,	,	PUNCT
bitcs-5361	163	10	and	and	CCONJ
bitcs-5361	163	11	c.	c.	PROPN
bitcs-5361	163	12	sylvia	sylvia	PROPN
bitcs-5361	163	13	,	,	PUNCT
bitcs-5361	163	14	“	"	PUNCT
bitcs-5361	163	15	pengelompokkan	pengelompokkan	PROPN
bitcs-5361	163	16	data	data	PROPN
bitcs-5361	163	17	bencana	bencana	PROPN
bitcs-5361	163	18	alam	alam	PROPN
bitcs-5361	163	19	berdasarkan	berdasarkan	PROPN
bitcs-5361	163	20	wilayah	wilayah	PROPN
bitcs-5361	163	21	,	,	PUNCT
bitcs-5361	163	22	waktu	waktu	PROPN
bitcs-5361	163	23	,	,	PUNCT
bitcs-5361	163	24	jumlah	jumlah	PROPN
bitcs-5361	163	25	korban	korban	PROPN
bitcs-5361	163	26	dan	dan	PROPN
bitcs-5361	163	27	kerusakan	kerusakan	PROPN
bitcs-5361	163	28	fasilitas	fasilita	VERB
bitcs-5361	163	29	dengan	dengan	PROPN
bitcs-5361	163	30	algoritma	algoritma	PROPN
bitcs-5361	164	1	k	k	NOUN
bitcs-5361	164	2	-	-	PUNCT
bitcs-5361	164	3	means	mean	NOUN
bitcs-5361	164	4	,	,	PUNCT
bitcs-5361	164	5	”	"	PUNCT
bitcs-5361	164	6	j.	j.	PROPN
bitcs-5361	164	7	media	media	PROPN
bitcs-5361	164	8	inform	inform	NOUN
bitcs-5361	164	9	.	.	PUNCT
bitcs-5361	165	1	budidarma	budidarma	PROPN
bitcs-5361	165	2	,	,	PUNCT
bitcs-5361	165	3	vol	vol	NOUN
bitcs-5361	165	4	.	.	PROPN
bitcs-5361	165	5	4	4	NUM
bitcs-5361	165	6	,	,	PUNCT
bitcs-5361	165	7	no	no	INTJ
bitcs-5361	165	8	.	.	NOUN
bitcs-5361	165	9	3	3	NUM
bitcs-5361	165	10	,	,	PUNCT
bitcs-5361	165	11	pp	pp	ADJ
bitcs-5361	165	12	.	.	PUNCT
bitcs-5361	166	1	744–752	744–752	NUM
bitcs-5361	166	2	,	,	PUNCT
bitcs-5361	166	3	2020	2020	NUM
bitcs-5361	166	4	.	.	PUNCT
bitcs-5361	167	1	[	[	X
bitcs-5361	167	2	6	6	NUM
bitcs-5361	167	3	]	]	PUNCT
bitcs-5361	167	4	m.	m.	NOUN
bitcs-5361	167	5	t.	t.	PROPN
bitcs-5361	167	6	furqon	furqon	PROPN
bitcs-5361	167	7	and	and	CCONJ
bitcs-5361	167	8	l.	l.	PROPN
bitcs-5361	167	9	muflikhah	muflikhah	PROPN
bitcs-5361	167	10	,	,	PUNCT
bitcs-5361	167	11	“	"	PUNCT
bitcs-5361	167	12	clustering	cluster	VERB
bitcs-5361	167	13	the	the	DET
bitcs-5361	167	14	potential	potential	ADJ
bitcs-5361	167	15	risk	risk	NOUN
bitcs-5361	167	16	of	of	ADP
bitcs-5361	167	17	tsunami	tsunami	NOUN
bitcs-5361	167	18	using	use	VERB
bitcs-5361	167	19	density	density	NOUN
bitcs-5361	167	20	-	-	PUNCT
bitcs-5361	167	21	based	base	VERB
bitcs-5361	167	22	spatial	spatial	ADJ
bitcs-5361	167	23	clustering	clustering	NOUN
bitcs-5361	167	24	of	of	ADP
bitcs-5361	167	25	application	application	NOUN
bitcs-5361	167	26	with	with	ADP
bitcs-5361	167	27	noise	noise	NOUN
bitcs-5361	167	28	(	(	PUNCT
bitcs-5361	167	29	dbscan	dbscan	NOUN
bitcs-5361	167	30	)	)	PUNCT
bitcs-5361	167	31	,	,	PUNCT
bitcs-5361	167	32	”	"	PUNCT
bitcs-5361	167	33	j.	j.	PROPN
bitcs-5361	167	34	environ	environ	PROPN
bitcs-5361	167	35	.	.	PUNCT
bitcs-5361	168	1	eng	eng	PROPN
bitcs-5361	168	2	.	.	PROPN
bitcs-5361	168	3	sustain	sustain	VERB
bitcs-5361	168	4	.	.	PUNCT
bitcs-5361	169	1	technol	technol	PROPN
bitcs-5361	169	2	.	.	PROPN
bitcs-5361	169	3	,	,	PUNCT
bitcs-5361	169	4	vol	vol	NOUN
bitcs-5361	169	5	.	.	PROPN
bitcs-5361	170	1	3	3	NUM
bitcs-5361	170	2	,	,	PUNCT
bitcs-5361	170	3	no	no	INTJ
bitcs-5361	170	4	.	.	NOUN
bitcs-5361	170	5	1	1	NUM
bitcs-5361	170	6	,	,	PUNCT
bitcs-5361	170	7	pp	pp	ADJ
bitcs-5361	170	8	.	.	PUNCT
bitcs-5361	171	1	1–8	1–8	NUM
bitcs-5361	171	2	,	,	PUNCT
bitcs-5361	171	3	2016	2016	NUM
bitcs-5361	171	4	.	.	PUNCT
bitcs-5361	172	1	https://sl.unsrat.ac.id/eq-ac	https://sl.unsrat.ac.id/eq-ac	NOUN
bitcs-5361	172	2	vol	vol	NOUN
bitcs-5361	172	3	.	.	PROPN
bitcs-5361	172	4	4	4	NUM
bitcs-5361	172	5	,	,	PUNCT
bitcs-5361	172	6	no.2	no.2	PROPN
bitcs-5361	172	7	july	july	PROPN
bitcs-5361	172	8	2023	2023	NUM
bitcs-5361	173	1	|	|	ADV
bitcs-5361	173	2	84	84	NUM
bitcs-5361	173	3	[	[	X
bitcs-5361	173	4	7	7	NUM
bitcs-5361	173	5	]	]	PUNCT
bitcs-5361	173	6	a.	a.	NOUN
bitcs-5361	173	7	wahyu	wahyu	NOUN
bitcs-5361	173	8	and	and	CCONJ
bitcs-5361	173	9	r.	r.	PROPN
bitcs-5361	173	10	rushendra	rushendra	PROPN
bitcs-5361	173	11	,	,	PUNCT
bitcs-5361	173	12	“	"	PUNCT
bitcs-5361	173	13	klasterisasi	klasterisasi	NOUN
bitcs-5361	173	14	dampak	dampak	PROPN
bitcs-5361	173	15	bencana	bencana	PROPN
bitcs-5361	173	16	gempa	gempa	PROPN
bitcs-5361	173	17	bumi	bumi	PROPN
bitcs-5361	173	18	menggunakan	menggunakan	PROPN
bitcs-5361	173	19	algoritma	algoritma	PROPN
bitcs-5361	174	1	k	k	NOUN
bitcs-5361	174	2	-	-	PUNCT
bitcs-5361	174	3	means	means	NOUN
bitcs-5361	174	4	di	di	PROPN
bitcs-5361	174	5	pulau	pulau	PROPN
bitcs-5361	174	6	jawa	jawa	PROPN
bitcs-5361	174	7	,	,	PUNCT
bitcs-5361	174	8	”	"	PUNCT
bitcs-5361	174	9	jepin	jepin	PROPN
bitcs-5361	174	10	j.	j.	PROPN
bitcs-5361	174	11	edukasi	edukasi	PROPN
bitcs-5361	174	12	dan	dan	PROPN
bitcs-5361	174	13	penelit	penelit	PROPN
bitcs-5361	174	14	.	.	PUNCT
bitcs-5361	175	1	inform	inform	NOUN
bitcs-5361	175	2	.	.	PUNCT
bitcs-5361	175	3	,	,	PUNCT
bitcs-5361	175	4	vol	vol	NOUN
bitcs-5361	175	5	.	.	PROPN
bitcs-5361	175	6	8	8	NUM
bitcs-5361	175	7	,	,	PUNCT
bitcs-5361	175	8	no	no	INTJ
bitcs-5361	175	9	.	.	NOUN
bitcs-5361	175	10	1	1	NUM
bitcs-5361	175	11	,	,	PUNCT
bitcs-5361	175	12	pp	pp	ADJ
bitcs-5361	175	13	.	.	PUNCT
bitcs-5361	176	1	174–179	174–179	NUM
bitcs-5361	176	2	,	,	PUNCT
bitcs-5361	176	3	2022	2022	NUM
bitcs-5361	176	4	.	.	PUNCT
bitcs-5361	177	1	[	[	X
bitcs-5361	177	2	8	8	NUM
bitcs-5361	177	3	]	]	PUNCT
bitcs-5361	177	4	m.	m.	PROPN
bitcs-5361	177	5	f.	f.	PROPN
bitcs-5361	177	6	sanner	sanner	PROPN
bitcs-5361	177	7	and	and	CCONJ
bitcs-5361	177	8	others	other	NOUN
bitcs-5361	177	9	,	,	PUNCT
bitcs-5361	177	10	“	"	PUNCT
bitcs-5361	177	11	python	python	NOUN
bitcs-5361	177	12	:	:	PUNCT
bitcs-5361	177	13	a	a	DET
bitcs-5361	177	14	programming	programming	NOUN
bitcs-5361	177	15	language	language	NOUN
bitcs-5361	177	16	for	for	ADP
bitcs-5361	177	17	software	software	NOUN
bitcs-5361	177	18	integration	integration	NOUN
bitcs-5361	177	19	and	and	CCONJ
bitcs-5361	177	20	development	development	NOUN
bitcs-5361	177	21	,	,	PUNCT
bitcs-5361	177	22	”	"	PUNCT
bitcs-5361	177	23	j	j	PROPN
bitcs-5361	177	24	mol	mol	ADP
bitcs-5361	177	25	graph	graph	NOUN
bitcs-5361	177	26	model	model	NOUN
bitcs-5361	177	27	,	,	PUNCT
bitcs-5361	177	28	vol	vol	NOUN
bitcs-5361	177	29	.	.	PROPN
bitcs-5361	177	30	17	17	NUM
bitcs-5361	177	31	,	,	PUNCT
bitcs-5361	177	32	no	no	INTJ
bitcs-5361	177	33	.	.	NOUN
bitcs-5361	177	34	1	1	NUM
bitcs-5361	177	35	,	,	PUNCT
bitcs-5361	177	36	pp	pp	ADJ
bitcs-5361	177	37	.	.	PUNCT
bitcs-5361	178	1	57–61	57–61	NUM
bitcs-5361	178	2	,	,	PUNCT
bitcs-5361	178	3	1999	1999	NUM
bitcs-5361	178	4	.	.	PUNCT
bitcs-5361	179	1	[	[	X
bitcs-5361	179	2	9	9	NUM
bitcs-5361	179	3	]	]	PUNCT
bitcs-5361	179	4	l.	l.	PROPN
bitcs-5361	179	5	richardson	richardson	PROPN
bitcs-5361	179	6	,	,	PUNCT
bitcs-5361	179	7	“	"	PUNCT
bitcs-5361	179	8	beautiful	beautiful	ADJ
bitcs-5361	179	9	soup	soup	NOUN
bitcs-5361	179	10	documentation	documentation	NOUN
bitcs-5361	179	11	.	.	PUNCT
bitcs-5361	179	12	”	"	PUNCT
bitcs-5361	179	13	april	april	PROPN
bitcs-5361	179	14	,	,	PUNCT
bitcs-5361	179	15	2007	2007	NUM
bitcs-5361	179	16	.	.	PUNCT
bitcs-5361	180	1	[	[	X
bitcs-5361	180	2	10	10	NUM
bitcs-5361	180	3	]	]	X
bitcs-5361	180	4	c.	c.	PROPN
bitcs-5361	180	5	r.	r.	PROPN
bitcs-5361	180	6	harris	harris	PROPN
bitcs-5361	180	7	et	et	PROPN
bitcs-5361	180	8	al	al	PROPN
bitcs-5361	180	9	.	.	PROPN
bitcs-5361	180	10	,	,	PUNCT
bitcs-5361	180	11	“	"	PUNCT
bitcs-5361	180	12	array	array	NOUN
bitcs-5361	180	13	programming	programming	NOUN
bitcs-5361	180	14	with	with	ADP
bitcs-5361	180	15	numpy	numpy	NOUN
bitcs-5361	180	16	,	,	PUNCT
bitcs-5361	180	17	”	"	PUNCT
bitcs-5361	180	18	nature	nature	NOUN
bitcs-5361	180	19	,	,	PUNCT
bitcs-5361	180	20	vol	vol	NOUN
bitcs-5361	180	21	.	.	PROPN
bitcs-5361	180	22	585	585	NUM
bitcs-5361	180	23	,	,	PUNCT
bitcs-5361	180	24	no	no	INTJ
bitcs-5361	180	25	.	.	NOUN
bitcs-5361	180	26	7825	7825	NUM
bitcs-5361	180	27	,	,	PUNCT
bitcs-5361	180	28	pp	pp	ADJ
bitcs-5361	180	29	.	.	PUNCT
bitcs-5361	181	1	357–362	357–362	NUM
bitcs-5361	181	2	,	,	PUNCT
bitcs-5361	181	3	2020	2020	NUM
bitcs-5361	181	4	.	.	PUNCT
bitcs-5361	182	1	[	[	X
bitcs-5361	182	2	11	11	NUM
bitcs-5361	182	3	]	]	X
bitcs-5361	182	4	w.	w.	PROPN
bitcs-5361	182	5	mckinney	mckinney	PROPN
bitcs-5361	182	6	and	and	CCONJ
bitcs-5361	182	7	others	other	NOUN
bitcs-5361	182	8	,	,	PUNCT
bitcs-5361	182	9	“	"	PUNCT
bitcs-5361	182	10	pandas	panda	NOUN
bitcs-5361	182	11	:	:	PUNCT
bitcs-5361	182	12	a	a	DET
bitcs-5361	182	13	foundational	foundational	ADJ
bitcs-5361	182	14	python	python	NOUN
bitcs-5361	182	15	library	library	NOUN
bitcs-5361	182	16	for	for	ADP
bitcs-5361	182	17	data	datum	NOUN
bitcs-5361	182	18	analysis	analysis	NOUN
bitcs-5361	182	19	and	and	CCONJ
bitcs-5361	182	20	statistics	statistic	NOUN
bitcs-5361	182	21	,	,	PUNCT
bitcs-5361	182	22	”	"	PUNCT
bitcs-5361	182	23	python	python	PROPN
bitcs-5361	182	24	high	high	ADJ
bitcs-5361	182	25	perform	perform	NOUN
bitcs-5361	182	26	.	.	PUNCT
bitcs-5361	183	1	sci	sci	PROPN
bitcs-5361	183	2	.	.	PUNCT
bitcs-5361	183	3	comput	comput	PROPN
bitcs-5361	183	4	.	.	PUNCT
bitcs-5361	183	5	,	,	PUNCT
bitcs-5361	183	6	vol	vol	NOUN
bitcs-5361	183	7	.	.	PROPN
bitcs-5361	184	1	14	14	NUM
bitcs-5361	184	2	,	,	PUNCT
bitcs-5361	184	3	no	no	INTJ
bitcs-5361	184	4	.	.	NOUN
bitcs-5361	184	5	9	9	NUM
bitcs-5361	184	6	,	,	PUNCT
bitcs-5361	184	7	pp	pp	ADJ
bitcs-5361	184	8	.	.	PUNCT
bitcs-5361	185	1	1–9	1–9	NUM
bitcs-5361	185	2	,	,	PUNCT
bitcs-5361	185	3	2011	2011	NUM
bitcs-5361	185	4	.	.	PUNCT
bitcs-5361	186	1	[	[	X
bitcs-5361	186	2	12	12	NUM
bitcs-5361	186	3	]	]	X
bitcs-5361	186	4	p.	p.	PROPN
bitcs-5361	186	5	barrett	barrett	PROPN
bitcs-5361	186	6	,	,	PUNCT
bitcs-5361	186	7	j.	j.	PROPN
bitcs-5361	186	8	hunter	hunter	PROPN
bitcs-5361	186	9	,	,	PUNCT
bitcs-5361	186	10	j.	j.	PROPN
bitcs-5361	186	11	t.	t.	PROPN
bitcs-5361	186	12	miller	miller	PROPN
bitcs-5361	186	13	,	,	PUNCT
bitcs-5361	186	14	j.-c	j.-c	PROPN
bitcs-5361	186	15	.	.	PUNCT
bitcs-5361	187	1	hsu	hsu	PROPN
bitcs-5361	187	2	,	,	PUNCT
bitcs-5361	187	3	and	and	CCONJ
bitcs-5361	187	4	p.	p.	NOUN
bitcs-5361	187	5	greenfield	greenfield	NOUN
bitcs-5361	187	6	,	,	PUNCT
bitcs-5361	187	7	“	"	PUNCT
bitcs-5361	187	8	matplotlib	matplotlib	PROPN
bitcs-5361	187	9	–	–	PUNCT
bitcs-5361	187	10	a	a	DET
bitcs-5361	187	11	portable	portable	ADJ
bitcs-5361	187	12	python	python	NOUN
bitcs-5361	187	13	plotting	plotting	NOUN
bitcs-5361	187	14	package	package	NOUN
bitcs-5361	187	15	,	,	PUNCT
bitcs-5361	187	16	”	"	PUNCT
bitcs-5361	187	17	in	in	ADP
bitcs-5361	187	18	astronomical	astronomical	ADJ
bitcs-5361	187	19	data	datum	NOUN
bitcs-5361	187	20	analysis	analysis	NOUN
bitcs-5361	187	21	software	software	NOUN
bitcs-5361	187	22	and	and	CCONJ
bitcs-5361	187	23	systems	system	NOUN
bitcs-5361	187	24	xiv	xiv	PROPN
bitcs-5361	187	25	,	,	PUNCT
bitcs-5361	187	26	2005	2005	NUM
bitcs-5361	187	27	,	,	PUNCT
bitcs-5361	187	28	p.	p.	NOUN
bitcs-5361	187	29	91	91	NUM
bitcs-5361	187	30	.	.	PUNCT
bitcs-5361	188	1	[	[	X
bitcs-5361	188	2	13	13	NUM
bitcs-5361	188	3	]	]	PUNCT
bitcs-5361	188	4	m.	m.	NOUN
bitcs-5361	188	5	l.	l.	PROPN
bitcs-5361	188	6	waskom	waskom	PROPN
bitcs-5361	188	7	,	,	PUNCT
bitcs-5361	188	8	“	"	PUNCT
bitcs-5361	188	9	seaborn	seaborn	NOUN
bitcs-5361	188	10	:	:	PUNCT
bitcs-5361	188	11	statistical	statistical	ADJ
bitcs-5361	188	12	data	data	NOUN
bitcs-5361	188	13	visualization	visualization	NOUN
bitcs-5361	188	14	,	,	PUNCT
bitcs-5361	188	15	”	"	PUNCT
bitcs-5361	188	16	j.	j.	PROPN
bitcs-5361	188	17	open	open	PROPN
bitcs-5361	188	18	source	source	NOUN
bitcs-5361	188	19	softw	softw	PROPN
bitcs-5361	188	20	.	.	PUNCT
bitcs-5361	188	21	,	,	PUNCT
bitcs-5361	188	22	vol	vol	NOUN
bitcs-5361	188	23	.	.	PROPN
bitcs-5361	188	24	6	6	NUM
bitcs-5361	188	25	,	,	PUNCT
bitcs-5361	188	26	no	no	INTJ
bitcs-5361	188	27	.	.	NOUN
bitcs-5361	188	28	60	60	NUM
bitcs-5361	188	29	,	,	PUNCT
bitcs-5361	188	30	p.	p.	NOUN
bitcs-5361	188	31	3021	3021	NUM
bitcs-5361	188	32	,	,	PUNCT
bitcs-5361	188	33	2021	2021	NUM
bitcs-5361	188	34	.	.	PUNCT
bitcs-5361	189	1	[	[	X
bitcs-5361	189	2	14	14	NUM
bitcs-5361	189	3	]	]	X
bitcs-5361	189	4	p.	p.	PROPN
bitcs-5361	189	5	t.	t.	PROPN
bitcs-5361	189	6	inc	inc	PROPN
bitcs-5361	189	7	,	,	PUNCT
bitcs-5361	189	8	“	"	PUNCT
bitcs-5361	189	9	collaborative	collaborative	ADJ
bitcs-5361	189	10	data	datum	NOUN
bitcs-5361	189	11	science	science	NOUN
bitcs-5361	189	12	,	,	PUNCT
bitcs-5361	189	13	”	"	PUNCT
bitcs-5361	189	14	2015	2015	NUM
bitcs-5361	189	15	.	.	PUNCT
bitcs-5361	190	1	https://plot.ly	https://plot.ly	PROPN
bitcs-5361	190	2	[	[	X
bitcs-5361	190	3	15	15	NUM
bitcs-5361	190	4	]	]	X
bitcs-5361	190	5	mapbox	mapbox	NOUN
bitcs-5361	190	6	,	,	PUNCT
bitcs-5361	190	7	“	"	PUNCT
bitcs-5361	190	8	map	map	NOUN
bitcs-5361	190	9	,	,	PUNCT
bitcs-5361	190	10	geocoding	geocoding	NOUN
bitcs-5361	190	11	and	and	CCONJ
bitcs-5361	190	12	navigations	navigation	NOUN
bitcs-5361	190	13	apis	apis	ADJ
bitcs-5361	190	14	at	at	ADP
bitcs-5361	190	15	:	:	PUNCT
bitcs-5361	190	16	https://docs.mapbox.com/api/maps/.	https://docs.mapbox.com/api/maps/.	PROPN
bitcs-5361	190	17	”	"	PUNCT
bitcs-5361	190	18	accessed	access	VERB
bitcs-5361	190	19	,	,	PUNCT
bitcs-5361	190	20	2023	2023	NUM
bitcs-5361	190	21	.	.	PUNCT
bitcs-5361	191	1	[	[	X
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bitcs-5361	191	3	]	]	X
bitcs-5361	191	4	p.	p.	NOUN
bitcs-5361	191	5	bholowalia	bholowalia	PROPN
bitcs-5361	191	6	and	and	CCONJ
bitcs-5361	191	7	a.	a.	PROPN
bitcs-5361	191	8	kumar	kumar	PROPN
bitcs-5361	191	9	,	,	PUNCT
bitcs-5361	191	10	“	"	PUNCT
bitcs-5361	191	11	ebk	ebk	PROPN
bitcs-5361	191	12	-	-	PUNCT
bitcs-5361	191	13	means	means	PROPN
bitcs-5361	191	14	:	:	PUNCT
bitcs-5361	191	15	a	a	DET
bitcs-5361	191	16	clustering	cluster	VERB
bitcs-5361	191	17	technique	technique	NOUN
bitcs-5361	191	18	based	base	VERB
bitcs-5361	191	19	on	on	ADP
bitcs-5361	191	20	elbow	elbow	NOUN
bitcs-5361	191	21	method	method	NOUN
bitcs-5361	191	22	and	and	CCONJ
bitcs-5361	191	23	k	k	NOUN
bitcs-5361	191	24	-	-	PUNCT
bitcs-5361	191	25	means	means	NOUN
bitcs-5361	191	26	in	in	ADP
bitcs-5361	191	27	wsn	wsn	NOUN
bitcs-5361	191	28	,	,	PUNCT
bitcs-5361	191	29	”	"	PUNCT
bitcs-5361	191	30	int	int	NOUN
bitcs-5361	191	31	.	.	PUNCT
bitcs-5361	192	1	j.	j.	PROPN
bitcs-5361	192	2	comput	comput	PROPN
bitcs-5361	192	3	.	.	PUNCT
bitcs-5361	193	1	appl	appl	PROPN
bitcs-5361	193	2	.	.	PROPN
bitcs-5361	193	3	,	,	PUNCT
bitcs-5361	193	4	vol	vol	NOUN
bitcs-5361	193	5	.	.	PROPN
bitcs-5361	194	1	105	105	NUM
bitcs-5361	194	2	,	,	PUNCT
bitcs-5361	194	3	no	no	INTJ
bitcs-5361	194	4	.	.	NOUN
bitcs-5361	194	5	9	9	NUM
bitcs-5361	194	6	,	,	PUNCT
bitcs-5361	194	7	2014	2014	NUM
bitcs-5361	194	8	.	.	PUNCT
bitcs-5361	195	1	[	[	X
bitcs-5361	195	2	17	17	NUM
bitcs-5361	195	3	]	]	X
bitcs-5361	195	4	d.	d.	PROPN
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bitcs-5361	195	6	,	,	PUNCT
bitcs-5361	195	7	“	"	PUNCT
bitcs-5361	195	8	modern	modern	ADJ
bitcs-5361	195	9	hierarchical	hierarchical	ADJ
bitcs-5361	195	10	,	,	PUNCT
bitcs-5361	195	11	agglomerative	agglomerative	ADJ
bitcs-5361	195	12	clustering	clustering	ADJ
bitcs-5361	195	13	algorithms	algorithm	NOUN
bitcs-5361	195	14	,	,	PUNCT
bitcs-5361	195	15	”	"	PUNCT
bitcs-5361	195	16	arxiv	arxiv	PROPN
bitcs-5361	195	17	prepr	prepr	NOUN
bitcs-5361	195	18	.	.	PUNCT
bitcs-5361	196	1	arxiv11092378	arxiv11092378	ADV
bitcs-5361	196	2	,	,	PUNCT
bitcs-5361	196	3	2011	2011	NUM
bitcs-5361	196	4	.	.	PUNCT
bitcs-5361	197	1	[	[	X
bitcs-5361	197	2	18	18	NUM
bitcs-5361	197	3	]	]	X
bitcs-5361	197	4	f.	f.	PROPN
bitcs-5361	197	5	pedregosa	pedregosa	PROPN
bitcs-5361	197	6	et	et	PROPN
bitcs-5361	197	7	al	al	PROPN
bitcs-5361	197	8	.	.	PROPN
bitcs-5361	197	9	,	,	PUNCT
bitcs-5361	197	10	“	"	PUNCT
bitcs-5361	197	11	scikit	scikit	NOUN
bitcs-5361	197	12	-	-	PUNCT
bitcs-5361	197	13	learn	learn	VERB
bitcs-5361	197	14	:	:	PUNCT
bitcs-5361	197	15	machine	machine	NOUN
bitcs-5361	197	16	learning	learning	NOUN
bitcs-5361	197	17	in	in	ADP
bitcs-5361	197	18	python	python	NOUN
bitcs-5361	197	19	,	,	PUNCT
bitcs-5361	197	20	”	"	PUNCT
bitcs-5361	197	21	j.	j.	PROPN
bitcs-5361	197	22	mach	mach	PROPN
bitcs-5361	197	23	.	.	PUNCT
bitcs-5361	198	1	learn	learn	VERB
bitcs-5361	198	2	.	.	PUNCT
bitcs-5361	199	1	res	re	NOUN
bitcs-5361	199	2	.	.	PROPN
bitcs-5361	199	3	,	,	PUNCT
bitcs-5361	199	4	vol	vol	NOUN
bitcs-5361	199	5	.	.	PROPN
bitcs-5361	199	6	12	12	NUM
bitcs-5361	199	7	,	,	PUNCT
bitcs-5361	199	8	pp	pp	ADJ
bitcs-5361	199	9	.	.	PUNCT
bitcs-5361	200	1	2825–2830	2825–2830	NUM
bitcs-5361	200	2	,	,	PUNCT
bitcs-5361	200	3	2011	2011	NUM
bitcs-5361	200	4	.	.	PUNCT