id	sid	tid	token	lemma	pos
iassist-983	1	1	1/26	1/26	NUM
iassist-983	1	2	alter	alter	NOUN
iassist-983	1	3	,	,	PUNCT
iassist-983	1	4	et	et	PROPN
iassist-983	1	5	al	al	PROPN
iassist-983	1	6	.	.	PROPN
iassist-983	1	7	(	(	PUNCT
iassist-983	1	8	2020	2020	NUM
iassist-983	1	9	)	)	PUNCT
iassist-983	1	10	provenance	provenance	NOUN
iassist-983	1	11	metadata	metadata	NOUN
iassist-983	1	12	for	for	ADP
iassist-983	1	13	statistical	statistical	ADJ
iassist-983	1	14	data	datum	NOUN
iassist-983	1	15	:	:	PUNCT
iassist-983	1	16	an	an	DET
iassist-983	1	17	introduction	introduction	NOUN
iassist-983	1	18	to	to	ADP
iassist-983	1	19	structured	structured	ADJ
iassist-983	1	20	data	datum	NOUN
iassist-983	1	21	transformation	transformation	NOUN
iassist-983	1	22	language	language	NOUN
iassist-983	1	23	(	(	PUNCT
iassist-983	1	24	sdtl	sdtl	NOUN
iassist-983	1	25	)	)	PUNCT
iassist-983	1	26	,	,	PUNCT
iassist-983	1	27	iassist	iassist	VERB
iassist-983	1	28	quarterly	quarterly	ADJ
iassist-983	1	29	44(4	44(4	NOUN
iassist-983	1	30	)	)	PUNCT
iassist-983	1	31	,	,	PUNCT
iassist-983	1	32	pp	pp	ADP
iassist-983	1	33	.	.	PUNCT
iassist-983	2	1	1	1	NUM
iassist-983	2	2	-	-	SYM
iassist-983	2	3	26	26	NUM
iassist-983	2	4	.	.	PUNCT
iassist-983	3	1	doi	doi	NOUN
iassist-983	3	2	:	:	PUNCT
iassist-983	3	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	NOUN
iassist-983	3	4	provenance	provenance	NOUN
iassist-983	3	5	metadata	metadata	NOUN
iassist-983	3	6	for	for	ADP
iassist-983	3	7	statistical	statistical	ADJ
iassist-983	3	8	data	datum	NOUN
iassist-983	3	9	:	:	PUNCT
iassist-983	3	10	an	an	DET
iassist-983	3	11	introduction	introduction	NOUN
iassist-983	3	12	to	to	ADP
iassist-983	3	13	structured	structured	ADJ
iassist-983	3	14	data	datum	NOUN
iassist-983	3	15	transformation	transformation	NOUN
iassist-983	3	16	language	language	NOUN
iassist-983	3	17	(	(	PUNCT
iassist-983	3	18	sdtl	sdtl	NOUN
iassist-983	3	19	)	)	PUNCT
iassist-983	3	20	george	george	PROPN
iassist-983	3	21	alter1	alter1	PROPN
iassist-983	3	22	,	,	PUNCT
iassist-983	3	23	darrell	darrell	PROPN
iassist-983	3	24	donakowski1	donakowski1	PROPN
iassist-983	3	25	,	,	PUNCT
iassist-983	3	26	jack	jack	PROPN
iassist-983	3	27	gager2	gager2	PROPN
iassist-983	3	28	,	,	PUNCT
iassist-983	3	29	pascal	pascal	PROPN
iassist-983	3	30	heus2	heus2	PROPN
iassist-983	3	31	,	,	PUNCT
iassist-983	3	32	carson	carson	PROPN
iassist-983	3	33	hunter2	hunter2	PROPN
iassist-983	3	34	,	,	PUNCT
iassist-983	3	35	sanda	sanda	PROPN
iassist-983	3	36	ionescu1	ionescu1	PROPN
iassist-983	3	37	,	,	PUNCT
iassist-983	3	38	jeremy	jeremy	PROPN
iassist-983	3	39	iverson3	iverson3	PROPN
iassist-983	3	40	,	,	PUNCT
iassist-983	3	41	h	h	NOUN
iassist-983	3	42	v	v	ADJ
iassist-983	3	43	jagadish1	jagadish1	PROPN
iassist-983	3	44	,	,	PUNCT
iassist-983	3	45	carl	carl	PROPN
iassist-983	3	46	lagoze1	lagoze1	PROPN
iassist-983	3	47	,	,	PUNCT
iassist-983	3	48	jared	jared	PROPN
iassist-983	3	49	lyle1	lyle1	PROPN
iassist-983	3	50	,	,	PUNCT
iassist-983	3	51	alexander	alexander	PROPN
iassist-983	3	52	mueller1	mueller1	PROPN
iassist-983	3	53	,	,	PUNCT
iassist-983	3	54	sigbjorn	sigbjorn	ADJ
iassist-983	3	55	revheim4	revheim4	NOUN
iassist-983	3	56	,	,	PUNCT
iassist-983	3	57	matthew	matthew	PROPN
iassist-983	3	58	a.	a.	PROPN
iassist-983	3	59	richardson1	richardson1	PROPN
iassist-983	3	60	,	,	PUNCT
iassist-983	3	61	ornulf	ornulf	PROPN
iassist-983	3	62	risnes4	risnes4	NOUN
iassist-983	3	63	,	,	PUNCT
iassist-983	3	64	karunakara	karunakara	PROPN
iassist-983	3	65	seelam1	seelam1	PROPN
iassist-983	3	66	,	,	PUNCT
iassist-983	3	67	dan	dan	PROPN
iassist-983	3	68	smith3	smith3	PROPN
iassist-983	3	69	,	,	PUNCT
iassist-983	3	70	tom	tom	PROPN
iassist-983	3	71	smith5	smith5	PROPN
iassist-983	3	72	,	,	PUNCT
iassist-983	3	73	jie	jie	PROPN
iassist-983	3	74	song1	song1	PROPN
iassist-983	3	75	,	,	PUNCT
iassist-983	3	76	yashas	yashas	PROPN
iassist-983	3	77	jaydeep	jaydeep	PROPN
iassist-983	3	78	vaidya1	vaidya1	ADJ
iassist-983	3	79	,	,	PUNCT
iassist-983	3	80	ole	ole	ADJ
iassist-983	3	81	voldsater4	voldsater4	ADJ
iassist-983	3	82	abstract	abstract	ADJ
iassist-983	3	83	structured	structured	ADJ
iassist-983	3	84	data	datum	NOUN
iassist-983	3	85	transformation	transformation	NOUN
iassist-983	3	86	language	language	NOUN
iassist-983	3	87	(	(	PUNCT
iassist-983	3	88	sdtl	sdtl	NOUN
iassist-983	3	89	)	)	PUNCT
iassist-983	3	90	provides	provide	VERB
iassist-983	3	91	structured	structure	VERB
iassist-983	3	92	,	,	PUNCT
iassist-983	3	93	machine	machine	NOUN
iassist-983	3	94	actionable	actionable	ADJ
iassist-983	3	95	representations	representation	NOUN
iassist-983	3	96	of	of	ADP
iassist-983	3	97	data	datum	NOUN
iassist-983	3	98	transformation	transformation	NOUN
iassist-983	3	99	commands	command	NOUN
iassist-983	3	100	found	find	VERB
iassist-983	3	101	in	in	ADP
iassist-983	3	102	statistical	statistical	ADJ
iassist-983	3	103	analysis	analysis	NOUN
iassist-983	3	104	software	software	NOUN
iassist-983	3	105	.	.	PUNCT
iassist-983	4	1	the	the	DET
iassist-983	4	2	continuous	continuous	ADJ
iassist-983	4	3	capture	capture	NOUN
iassist-983	4	4	of	of	ADP
iassist-983	4	5	metadata	metadata	NOUN
iassist-983	4	6	for	for	ADP
iassist-983	4	7	statistical	statistical	ADJ
iassist-983	4	8	data	data	NOUN
iassist-983	4	9	project	project	NOUN
iassist-983	4	10	(	(	PUNCT
iassist-983	4	11	c2metadata	c2metadata	NOUN
iassist-983	4	12	)	)	PUNCT
iassist-983	4	13	created	create	VERB
iassist-983	4	14	sdtl	sdtl	NOUN
iassist-983	4	15	as	as	ADP
iassist-983	4	16	part	part	NOUN
iassist-983	4	17	of	of	ADP
iassist-983	4	18	an	an	DET
iassist-983	4	19	automated	automate	VERB
iassist-983	4	20	system	system	NOUN
iassist-983	4	21	that	that	PRON
iassist-983	4	22	captures	capture	VERB
iassist-983	4	23	provenance	provenance	NOUN
iassist-983	4	24	metadata	metadata	NOUN
iassist-983	4	25	from	from	ADP
iassist-983	4	26	data	datum	NOUN
iassist-983	4	27	transformation	transformation	NOUN
iassist-983	4	28	scripts	script	NOUN
iassist-983	4	29	and	and	CCONJ
iassist-983	4	30	adds	add	VERB
iassist-983	4	31	variable	variable	ADJ
iassist-983	4	32	derivations	derivation	NOUN
iassist-983	4	33	to	to	ADP
iassist-983	4	34	standard	standard	ADJ
iassist-983	4	35	metadata	metadata	ADJ
iassist-983	4	36	files	file	NOUN
iassist-983	4	37	.	.	PUNCT
iassist-983	5	1	sdtl	sdtl	NOUN
iassist-983	5	2	also	also	ADV
iassist-983	5	3	has	have	VERB
iassist-983	5	4	potential	potential	NOUN
iassist-983	5	5	for	for	ADP
iassist-983	5	6	auditing	audit	VERB
iassist-983	5	7	scripts	script	NOUN
iassist-983	5	8	and	and	CCONJ
iassist-983	5	9	for	for	ADP
iassist-983	5	10	translating	translate	VERB
iassist-983	5	11	scripts	script	NOUN
iassist-983	5	12	between	between	ADP
iassist-983	5	13	languages	language	NOUN
iassist-983	5	14	.	.	PUNCT
iassist-983	6	1	sdtl	sdtl	NOUN
iassist-983	6	2	is	be	AUX
iassist-983	6	3	expressed	express	VERB
iassist-983	6	4	in	in	ADP
iassist-983	6	5	a	a	DET
iassist-983	6	6	set	set	NOUN
iassist-983	6	7	of	of	ADP
iassist-983	6	8	json	json	NOUN
iassist-983	6	9	schemas	schema	NOUN
iassist-983	6	10	,	,	PUNCT
iassist-983	6	11	which	which	PRON
iassist-983	6	12	are	be	AUX
iassist-983	6	13	machine	machine	NOUN
iassist-983	6	14	actionable	actionable	ADJ
iassist-983	6	15	and	and	CCONJ
iassist-983	6	16	easily	easily	ADV
iassist-983	6	17	serialized	serialize	VERB
iassist-983	6	18	to	to	ADP
iassist-983	6	19	other	other	ADJ
iassist-983	6	20	formats	format	NOUN
iassist-983	6	21	.	.	PUNCT
iassist-983	7	1	statistical	statistical	ADJ
iassist-983	7	2	software	software	NOUN
iassist-983	7	3	languages	language	NOUN
iassist-983	7	4	have	have	VERB
iassist-983	7	5	a	a	DET
iassist-983	7	6	number	number	NOUN
iassist-983	7	7	of	of	ADP
iassist-983	7	8	special	special	ADJ
iassist-983	7	9	features	feature	NOUN
iassist-983	7	10	that	that	PRON
iassist-983	7	11	have	have	AUX
iassist-983	7	12	been	be	AUX
iassist-983	7	13	carried	carry	VERB
iassist-983	7	14	into	into	ADP
iassist-983	7	15	sdtl	sdtl	NOUN
iassist-983	7	16	.	.	PUNCT
iassist-983	8	1	we	we	PRON
iassist-983	8	2	explain	explain	VERB
iassist-983	8	3	how	how	SCONJ
iassist-983	8	4	sdtl	sdtl	NOUN
iassist-983	8	5	handles	handle	VERB
iassist-983	8	6	differences	difference	NOUN
iassist-983	8	7	among	among	ADP
iassist-983	8	8	statistical	statistical	ADJ
iassist-983	8	9	languages	language	NOUN
iassist-983	8	10	and	and	CCONJ
iassist-983	8	11	complex	complex	ADJ
iassist-983	8	12	operations	operation	NOUN
iassist-983	8	13	,	,	PUNCT
iassist-983	8	14	such	such	ADJ
iassist-983	8	15	as	as	ADP
iassist-983	8	16	merging	merge	VERB
iassist-983	8	17	files	file	NOUN
iassist-983	8	18	and	and	CCONJ
iassist-983	8	19	reshaping	reshape	VERB
iassist-983	8	20	data	datum	NOUN
iassist-983	8	21	tables	table	NOUN
iassist-983	8	22	from	from	ADP
iassist-983	8	23	“	"	PUNCT
iassist-983	8	24	wide	wide	ADJ
iassist-983	8	25	”	"	PUNCT
iassist-983	8	26	to	to	ADP
iassist-983	8	27	“	"	PUNCT
iassist-983	8	28	long	long	ADJ
iassist-983	8	29	”	"	PUNCT
iassist-983	8	30	.	.	PUNCT
iassist-983	9	1	keywords	keyword	NOUN
iassist-983	9	2	metadata	metadata	VERB
iassist-983	9	3	,	,	PUNCT
iassist-983	9	4	provenance	provenance	NOUN
iassist-983	9	5	,	,	PUNCT
iassist-983	9	6	statistical	statistical	ADJ
iassist-983	9	7	data	data	NOUN
iassist-983	9	8	acknowledgment	acknowledgment	NOUN
iassist-983	9	9	acknowledgement	acknowledgement	NOUN
iassist-983	9	10	:	:	PUNCT
iassist-983	9	11	the	the	DET
iassist-983	9	12	continuous	continuous	ADJ
iassist-983	9	13	capture	capture	NOUN
iassist-983	9	14	of	of	ADP
iassist-983	9	15	metadata	metadata	NOUN
iassist-983	9	16	for	for	ADP
iassist-983	9	17	statistical	statistical	ADJ
iassist-983	9	18	data	datum	NOUN
iassist-983	9	19	project	project	NOUN
iassist-983	9	20	is	be	AUX
iassist-983	9	21	funded	fund	VERB
iassist-983	9	22	by	by	ADP
iassist-983	9	23	national	national	PROPN
iassist-983	9	24	science	science	PROPN
iassist-983	9	25	foundation	foundation	PROPN
iassist-983	9	26	grant	grant	PROPN
iassist-983	9	27	aci-1640575	aci-1640575	VERB
iassist-983	9	28	.	.	PUNCT
iassist-983	10	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	10	2	2/26	2/26	NUM
iassist-983	10	3	alter	alter	NOUN
iassist-983	10	4	,	,	PUNCT
iassist-983	10	5	et	et	PROPN
iassist-983	10	6	al	al	PROPN
iassist-983	10	7	.	.	PROPN
iassist-983	10	8	(	(	PUNCT
iassist-983	10	9	2020	2020	NUM
iassist-983	10	10	)	)	PUNCT
iassist-983	10	11	provenance	provenance	NOUN
iassist-983	10	12	metadata	metadata	NOUN
iassist-983	10	13	for	for	ADP
iassist-983	10	14	statistical	statistical	ADJ
iassist-983	10	15	data	datum	NOUN
iassist-983	10	16	:	:	PUNCT
iassist-983	10	17	an	an	DET
iassist-983	10	18	introduction	introduction	NOUN
iassist-983	10	19	to	to	ADP
iassist-983	10	20	structured	structured	ADJ
iassist-983	10	21	data	datum	NOUN
iassist-983	10	22	transformation	transformation	NOUN
iassist-983	10	23	language	language	NOUN
iassist-983	10	24	(	(	PUNCT
iassist-983	10	25	sdtl	sdtl	NOUN
iassist-983	10	26	)	)	PUNCT
iassist-983	10	27	,	,	PUNCT
iassist-983	10	28	iassist	iassist	VERB
iassist-983	10	29	quarterly	quarterly	ADJ
iassist-983	10	30	44(4	44(4	NOUN
iassist-983	10	31	)	)	PUNCT
iassist-983	10	32	,	,	PUNCT
iassist-983	10	33	pp	pp	ADP
iassist-983	10	34	.	.	PUNCT
iassist-983	11	1	1	1	NUM
iassist-983	11	2	-	-	SYM
iassist-983	11	3	26	26	NUM
iassist-983	11	4	.	.	PUNCT
iassist-983	12	1	doi	doi	NOUN
iassist-983	12	2	:	:	PUNCT
iassist-983	12	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	NOUN
iassist-983	12	4	introduction	introduction	NOUN
iassist-983	12	5	structured	structure	VERB
iassist-983	12	6	data	datum	NOUN
iassist-983	12	7	transformation	transformation	NOUN
iassist-983	12	8	language	language	NOUN
iassist-983	12	9	(	(	PUNCT
iassist-983	12	10	sdtl	sdtl	NOUN
iassist-983	12	11	)	)	PUNCT
iassist-983	12	12	is	be	AUX
iassist-983	12	13	a	a	DET
iassist-983	12	14	language	language	NOUN
iassist-983	12	15	for	for	ADP
iassist-983	12	16	representing	represent	VERB
iassist-983	12	17	data	datum	NOUN
iassist-983	12	18	transformation	transformation	NOUN
iassist-983	12	19	commands	command	NOUN
iassist-983	12	20	found	find	VERB
iassist-983	12	21	in	in	ADP
iassist-983	12	22	statistical	statistical	ADJ
iassist-983	12	23	analysis	analysis	NOUN
iassist-983	12	24	and	and	CCONJ
iassist-983	12	25	data	datum	NOUN
iassist-983	12	26	management	management	NOUN
iassist-983	12	27	software	software	NOUN
iassist-983	12	28	.	.	PUNCT
iassist-983	13	1	sdtl	sdtl	NOUN
iassist-983	13	2	describes	describe	VERB
iassist-983	13	3	changes	change	NOUN
iassist-983	13	4	to	to	ADP
iassist-983	13	5	a	a	DET
iassist-983	13	6	dataset	dataset	NOUN
iassist-983	13	7	at	at	ADP
iassist-983	13	8	both	both	CCONJ
iassist-983	13	9	the	the	DET
iassist-983	13	10	fileand	fileand	ADJ
iassist-983	13	11	variable	variable	NOUN
iassist-983	13	12	-	-	PUNCT
iassist-983	13	13	level	level	NOUN
iassist-983	13	14	.	.	PUNCT
iassist-983	14	1	since	since	SCONJ
iassist-983	14	2	sdtl	sdtl	NOUN
iassist-983	14	3	is	be	AUX
iassist-983	14	4	structured	structure	VERB
iassist-983	14	5	and	and	CCONJ
iassist-983	14	6	machine	machine	NOUN
iassist-983	14	7	actionable	actionable	ADJ
iassist-983	14	8	,	,	PUNCT
iassist-983	14	9	it	it	PRON
iassist-983	14	10	can	can	AUX
iassist-983	14	11	be	be	AUX
iassist-983	14	12	queried	query	VERB
iassist-983	14	13	to	to	PART
iassist-983	14	14	produce	produce	VERB
iassist-983	14	15	histories	history	NOUN
iassist-983	14	16	of	of	ADP
iassist-983	14	17	each	each	DET
iassist-983	14	18	variable	variable	NOUN
iassist-983	14	19	in	in	ADP
iassist-983	14	20	a	a	DET
iassist-983	14	21	dataset	dataset	NOUN
iassist-983	14	22	and	and	CCONJ
iassist-983	14	23	to	to	PART
iassist-983	14	24	answer	answer	VERB
iassist-983	14	25	questions	question	NOUN
iassist-983	14	26	like	like	ADP
iassist-983	14	27	:	:	PUNCT
iassist-983	14	28	•	•	ADP
iassist-983	14	29	which	which	PRON
iassist-983	14	30	original	original	ADJ
iassist-983	14	31	variables	variable	NOUN
iassist-983	14	32	were	be	AUX
iassist-983	14	33	used	use	VERB
iassist-983	14	34	to	to	PART
iassist-983	14	35	construct	construct	VERB
iassist-983	14	36	this	this	DET
iassist-983	14	37	derived	derive	VERB
iassist-983	14	38	variable	variable	NOUN
iassist-983	14	39	?	?	PUNCT
iassist-983	15	1	•	•	NUM
iassist-983	15	2	which	which	PRON
iassist-983	15	3	commands	command	NOUN
iassist-983	15	4	were	be	AUX
iassist-983	15	5	used	use	VERB
iassist-983	15	6	in	in	ADP
iassist-983	15	7	the	the	DET
iassist-983	15	8	construction	construction	NOUN
iassist-983	15	9	of	of	ADP
iassist-983	15	10	this	this	DET
iassist-983	15	11	derived	derive	VERB
iassist-983	15	12	variable	variable	NOUN
iassist-983	15	13	?	?	PUNCT
iassist-983	16	1	•	•	NUM
iassist-983	16	2	which	which	PRON
iassist-983	16	3	derived	derive	VERB
iassist-983	16	4	variables	variable	NOUN
iassist-983	16	5	were	be	AUX
iassist-983	16	6	affected	affect	VERB
iassist-983	16	7	by	by	ADP
iassist-983	16	8	this	this	DET
iassist-983	16	9	original	original	ADJ
iassist-983	16	10	variable	variable	NOUN
iassist-983	16	11	?	?	PUNCT
iassist-983	17	1	sdtl	sdtl	NOUN
iassist-983	17	2	can	can	AUX
iassist-983	17	3	be	be	AUX
iassist-983	17	4	translated	translate	VERB
iassist-983	17	5	into	into	ADP
iassist-983	17	6	natural	natural	ADJ
iassist-983	17	7	language	language	NOUN
iassist-983	17	8	,	,	PUNCT
iassist-983	17	9	so	so	SCONJ
iassist-983	17	10	that	that	SCONJ
iassist-983	17	11	researchers	researcher	NOUN
iassist-983	17	12	do	do	AUX
iassist-983	17	13	not	not	PART
iassist-983	17	14	need	need	VERB
iassist-983	17	15	to	to	PART
iassist-983	17	16	understand	understand	VERB
iassist-983	17	17	the	the	DET
iassist-983	17	18	specific	specific	ADJ
iassist-983	17	19	software	software	NOUN
iassist-983	17	20	used	use	VERB
iassist-983	17	21	to	to	PART
iassist-983	17	22	process	process	VERB
iassist-983	17	23	the	the	DET
iassist-983	17	24	data	datum	NOUN
iassist-983	17	25	.	.	PUNCT
iassist-983	18	1	sdtl	sdtl	NOUN
iassist-983	18	2	can	can	AUX
iassist-983	18	3	also	also	ADV
iassist-983	18	4	be	be	AUX
iassist-983	18	5	incorporated	incorporate	VERB
iassist-983	18	6	into	into	ADP
iassist-983	18	7	versions	version	NOUN
iassist-983	18	8	of	of	ADP
iassist-983	18	9	the	the	DET
iassist-983	18	10	prov	prov	ADJ
iassist-983	18	11	model	model	NOUN
iassist-983	18	12	that	that	PRON
iassist-983	18	13	have	have	AUX
iassist-983	18	14	been	be	AUX
iassist-983	18	15	extended	extend	VERB
iassist-983	18	16	to	to	PART
iassist-983	18	17	describe	describe	VERB
iassist-983	18	18	provenance	provenance	NOUN
iassist-983	18	19	at	at	ADP
iassist-983	18	20	the	the	DET
iassist-983	18	21	variableand	variableand	ADJ
iassist-983	18	22	command	command	NOUN
iassist-983	18	23	-	-	PUNCT
iassist-983	18	24	level	level	NOUN
iassist-983	18	25	,	,	PUNCT
iassist-983	18	26	like	like	ADP
iassist-983	18	27	provone	provone	NOUN
iassist-983	18	28	(	(	PUNCT
iassist-983	18	29	cuevasvicenttín	cuevasvicenttín	NOUN
iassist-983	18	30	et	et	PROPN
iassist-983	18	31	al	al	PROPN
iassist-983	18	32	.	.	PROPN
iassist-983	18	33	,	,	PUNCT
iassist-983	18	34	2015	2015	NUM
iassist-983	18	35	)	)	PUNCT
iassist-983	18	36	.	.	PUNCT
iassist-983	19	1	sdtl	sdtl	NOUN
iassist-983	19	2	extends	extend	VERB
iassist-983	19	3	the	the	DET
iassist-983	19	4	capabilities	capability	NOUN
iassist-983	19	5	of	of	ADP
iassist-983	19	6	tools	tool	NOUN
iassist-983	19	7	used	use	VERB
iassist-983	19	8	by	by	ADP
iassist-983	19	9	data	datum	NOUN
iassist-983	19	10	repositories	repository	NOUN
iassist-983	19	11	and	and	CCONJ
iassist-983	19	12	data	datum	NOUN
iassist-983	19	13	producers	producer	NOUN
iassist-983	19	14	to	to	PART
iassist-983	19	15	document	document	VERB
iassist-983	19	16	and	and	CCONJ
iassist-983	19	17	describe	describe	VERB
iassist-983	19	18	data	datum	NOUN
iassist-983	19	19	.	.	PUNCT
iassist-983	20	1	data	datum	NOUN
iassist-983	20	2	repositories	repository	NOUN
iassist-983	20	3	specializing	specialize	VERB
iassist-983	20	4	in	in	ADP
iassist-983	20	5	the	the	DET
iassist-983	20	6	social	social	ADJ
iassist-983	20	7	sciences	science	NOUN
iassist-983	20	8	maintain	maintain	VERB
iassist-983	20	9	documentation	documentation	NOUN
iassist-983	20	10	in	in	ADP
iassist-983	20	11	the	the	DET
iassist-983	20	12	data	data	NOUN
iassist-983	20	13	documentation	documentation	NOUN
iassist-983	20	14	initiative	initiative	NOUN
iassist-983	20	15	(	(	PUNCT
iassist-983	20	16	ddi	ddi	PROPN
iassist-983	20	17	)	)	PUNCT
iassist-983	20	18	metadata	metadata	NOUN
iassist-983	20	19	standard	standard	NOUN
iassist-983	20	20	(	(	PUNCT
iassist-983	20	21	vardigan	vardigan	ADJ
iassist-983	20	22	,	,	PUNCT
iassist-983	20	23	2008	2008	NUM
iassist-983	20	24	)	)	PUNCT
iassist-983	20	25	.	.	PUNCT
iassist-983	21	1	online	online	PROPN
iassist-983	21	2	data	data	PROPN
iassist-983	21	3	catalogs	catalog	NOUN
iassist-983	21	4	draw	draw	VERB
iassist-983	21	5	upon	upon	SCONJ
iassist-983	21	6	content	content	NOUN
iassist-983	21	7	stored	store	VERB
iassist-983	21	8	in	in	ADP
iassist-983	21	9	ddi	ddi	PROPN
iassist-983	21	10	xml	xml	PROPN
iassist-983	21	11	,	,	PUNCT
iassist-983	21	12	and	and	CCONJ
iassist-983	21	13	codebooks	codebook	NOUN
iassist-983	21	14	are	be	AUX
iassist-983	21	15	translated	translate	VERB
iassist-983	21	16	from	from	ADP
iassist-983	21	17	xml	xml	NOUN
iassist-983	21	18	into	into	ADP
iassist-983	21	19	pdf	pdf	NOUN
iassist-983	21	20	or	or	CCONJ
iassist-983	21	21	other	other	ADJ
iassist-983	21	22	formats	format	NOUN
iassist-983	21	23	.	.	PUNCT
iassist-983	22	1	ddi	ddi	PROPN
iassist-983	22	2	includes	include	VERB
iassist-983	22	3	features	feature	NOUN
iassist-983	22	4	for	for	ADP
iassist-983	22	5	recording	record	VERB
iassist-983	22	6	data	datum	NOUN
iassist-983	22	7	provenance	provenance	NOUN
iassist-983	22	8	,	,	PUNCT
iassist-983	22	9	but	but	CCONJ
iassist-983	22	10	there	there	PRON
iassist-983	22	11	was	be	VERB
iassist-983	22	12	no	no	DET
iassist-983	22	13	systematic	systematic	ADJ
iassist-983	22	14	way	way	NOUN
iassist-983	22	15	to	to	PART
iassist-983	22	16	describe	describe	VERB
iassist-983	22	17	data	datum	NOUN
iassist-983	22	18	provenance	provenance	NOUN
iassist-983	22	19	before	before	ADP
iassist-983	22	20	sdtl	sdtl	NOUN
iassist-983	22	21	.	.	PUNCT
iassist-983	23	1	variable	variable	ADJ
iassist-983	23	2	histories	history	NOUN
iassist-983	23	3	expressed	express	VERB
iassist-983	23	4	in	in	ADP
iassist-983	23	5	sdtl	sdtl	NOUN
iassist-983	23	6	can	can	AUX
iassist-983	23	7	be	be	AUX
iassist-983	23	8	formatted	format	VERB
iassist-983	23	9	,	,	PUNCT
iassist-983	23	10	searched	search	VERB
iassist-983	23	11	,	,	PUNCT
iassist-983	23	12	and	and	CCONJ
iassist-983	23	13	queried	query	VERB
iassist-983	23	14	.	.	PUNCT
iassist-983	24	1	data	datum	NOUN
iassist-983	24	2	users	user	NOUN
iassist-983	24	3	who	who	PRON
iassist-983	24	4	download	download	VERB
iassist-983	24	5	ddi	ddi	PROPN
iassist-983	24	6	xml	xml	PROPN
iassist-983	24	7	from	from	ADP
iassist-983	24	8	repositories	repository	NOUN
iassist-983	24	9	can	can	AUX
iassist-983	24	10	use	use	VERB
iassist-983	24	11	automated	automate	VERB
iassist-983	24	12	tools	tool	NOUN
iassist-983	24	13	to	to	PART
iassist-983	24	14	create	create	VERB
iassist-983	24	15	new	new	ADJ
iassist-983	24	16	codebooks	codebook	NOUN
iassist-983	24	17	reflecting	reflect	VERB
iassist-983	24	18	their	their	PRON
iassist-983	24	19	changes	change	NOUN
iassist-983	24	20	to	to	ADP
iassist-983	24	21	the	the	DET
iassist-983	24	22	data	datum	NOUN
iassist-983	24	23	.	.	PUNCT
iassist-983	25	1	by	by	ADP
iassist-983	25	2	building	build	VERB
iassist-983	25	3	sdtl	sdtl	NOUN
iassist-983	25	4	into	into	ADP
iassist-983	25	5	their	their	PRON
iassist-983	25	6	workflows	workflow	NOUN
iassist-983	25	7	,	,	PUNCT
iassist-983	25	8	data	datum	NOUN
iassist-983	25	9	producers	producer	NOUN
iassist-983	25	10	can	can	AUX
iassist-983	25	11	use	use	VERB
iassist-983	25	12	sdtl	sdtl	NOUN
iassist-983	25	13	to	to	PART
iassist-983	25	14	create	create	VERB
iassist-983	25	15	documentation	documentation	NOUN
iassist-983	25	16	and	and	CCONJ
iassist-983	25	17	to	to	PART
iassist-983	25	18	audit	audit	VERB
iassist-983	25	19	the	the	DET
iassist-983	25	20	command	command	NOUN
iassist-983	25	21	scripts	script	NOUN
iassist-983	25	22	that	that	PRON
iassist-983	25	23	manage	manage	VERB
iassist-983	25	24	their	their	PRON
iassist-983	25	25	data	datum	NOUN
iassist-983	25	26	.	.	PUNCT
iassist-983	26	1	in	in	ADP
iassist-983	26	2	the	the	DET
iassist-983	26	3	future	future	NOUN
iassist-983	26	4	,	,	PUNCT
iassist-983	26	5	sdtl	sdtl	NOUN
iassist-983	26	6	may	may	AUX
iassist-983	26	7	also	also	ADV
iassist-983	26	8	be	be	AUX
iassist-983	26	9	used	use	VERB
iassist-983	26	10	to	to	PART
iassist-983	26	11	translate	translate	VERB
iassist-983	26	12	command	command	NOUN
iassist-983	26	13	scripts	script	NOUN
iassist-983	26	14	from	from	ADP
iassist-983	26	15	one	one	NUM
iassist-983	26	16	statistical	statistical	ADJ
iassist-983	26	17	analysis	analysis	NOUN
iassist-983	26	18	package	package	NOUN
iassist-983	26	19	to	to	ADP
iassist-983	26	20	another	another	PRON
iassist-983	26	21	.	.	PUNCT
iassist-983	27	1	sdtl	sdtl	NOUN
iassist-983	27	2	was	be	AUX
iassist-983	27	3	developed	develop	VERB
iassist-983	27	4	to	to	PART
iassist-983	27	5	work	work	VERB
iassist-983	27	6	with	with	ADP
iassist-983	27	7	five	five	NUM
iassist-983	27	8	leading	lead	VERB
iassist-983	27	9	statistical	statistical	ADJ
iassist-983	27	10	packages	package	NOUN
iassist-983	27	11	:	:	PUNCT
iassist-983	27	12	spss	spss	PROPN
iassist-983	27	13	,	,	PUNCT
iassist-983	27	14	stata	stata	PROPN
iassist-983	27	15	,	,	PUNCT
iassist-983	27	16	sas	sas	PROPN
iassist-983	27	17	,	,	PUNCT
iassist-983	27	18	r	r	NOUN
iassist-983	27	19	,	,	PUNCT
iassist-983	27	20	and	and	CCONJ
iassist-983	27	21	python	python	NOUN
iassist-983	27	22	(	(	PUNCT
iassist-983	27	23	ibm	ibm	PROPN
iassist-983	27	24	corp	corp	PROPN
iassist-983	27	25	.	.	PROPN
iassist-983	27	26	,	,	PUNCT
iassist-983	27	27	2019	2019	NUM
iassist-983	27	28	;	;	PUNCT
iassist-983	27	29	python	python	PROPN
iassist-983	27	30	software	software	PROPN
iassist-983	27	31	foundation	foundation	PROPN
iassist-983	27	32	,	,	PUNCT
iassist-983	27	33	2019	2019	NUM
iassist-983	27	34	;	;	PUNCT
iassist-983	27	35	r	r	NOUN
iassist-983	27	36	core	core	NOUN
iassist-983	27	37	team	team	NOUN
iassist-983	27	38	,	,	PUNCT
iassist-983	27	39	2013	2013	NUM
iassist-983	27	40	;	;	PUNCT
iassist-983	27	41	sas	sas	PROPN
iassist-983	27	42	institute	institute	PROPN
iassist-983	27	43	,	,	PUNCT
iassist-983	27	44	2015	2015	NUM
iassist-983	27	45	;	;	PUNCT
iassist-983	27	46	statacorp	statacorp	PROPN
iassist-983	27	47	.	.	PROPN
iassist-983	27	48	,	,	PUNCT
iassist-983	27	49	2020	2020	NUM
iassist-983	27	50	)	)	PUNCT
iassist-983	27	51	.	.	PUNCT
iassist-983	28	1	the	the	DET
iassist-983	28	2	continuous	continuous	ADJ
iassist-983	28	3	capture	capture	NOUN
iassist-983	28	4	of	of	ADP
iassist-983	28	5	metadata	metadata	NOUN
iassist-983	28	6	for	for	ADP
iassist-983	28	7	statistical	statistical	ADJ
iassist-983	28	8	data	datum	NOUN
iassist-983	28	9	(	(	PUNCT
iassist-983	28	10	c2metadata	c2metadata	ADJ
iassist-983	28	11	)	)	PUNCT
iassist-983	28	12	project	project	NOUN
iassist-983	28	13	,	,	PUNCT
iassist-983	28	14	which	which	PRON
iassist-983	28	15	created	create	VERB
iassist-983	28	16	sdtl	sdtl	NOUN
iassist-983	28	17	,	,	PUNCT
iassist-983	28	18	set	set	VERB
iassist-983	28	19	out	out	ADP
iassist-983	28	20	to	to	PART
iassist-983	28	21	automate	automate	VERB
iassist-983	28	22	the	the	DET
iassist-983	28	23	creation	creation	NOUN
iassist-983	28	24	of	of	ADP
iassist-983	28	25	variable	variable	ADJ
iassist-983	28	26	-	-	PUNCT
iassist-983	28	27	level	level	NOUN
iassist-983	28	28	provenance	provenance	NOUN
iassist-983	28	29	metadata	metadata	NOUN
iassist-983	28	30	by	by	ADP
iassist-983	28	31	translating	translate	VERB
iassist-983	28	32	scripts	script	NOUN
iassist-983	28	33	used	use	VERB
iassist-983	28	34	by	by	ADP
iassist-983	28	35	statistical	statistical	ADJ
iassist-983	28	36	analysis	analysis	NOUN
iassist-983	28	37	software	software	NOUN
iassist-983	28	38	into	into	ADP
iassist-983	28	39	a	a	DET
iassist-983	28	40	format	format	NOUN
iassist-983	28	41	compatible	compatible	ADJ
iassist-983	28	42	with	with	ADP
iassist-983	28	43	metadata	metadata	ADJ
iassist-983	28	44	standards	standard	NOUN
iassist-983	28	45	like	like	ADP
iassist-983	28	46	the	the	DET
iassist-983	28	47	data	data	NOUN
iassist-983	28	48	documentation	documentation	NOUN
iassist-983	28	49	initiative	initiative	NOUN
iassist-983	28	50	(	(	PUNCT
iassist-983	28	51	ddi	ddi	PROPN
iassist-983	28	52	)	)	PUNCT
iassist-983	28	53	(	(	PUNCT
iassist-983	28	54	vardigan	vardigan	VERB
iassist-983	28	55	,	,	PUNCT
iassist-983	28	56	2008	2008	NUM
iassist-983	28	57	)	)	PUNCT
iassist-983	28	58	and	and	CCONJ
iassist-983	28	59	ecological	ecological	ADJ
iassist-983	28	60	metadata	metadata	NOUN
iassist-983	28	61	language	language	NOUN
iassist-983	28	62	(	(	PUNCT
iassist-983	28	63	eml	eml	NOUN
iassist-983	28	64	)	)	PUNCT
iassist-983	28	65	(	(	PUNCT
iassist-983	28	66	e.h	e.h	PROPN
iassist-983	28	67	.	.	PROPN
iassist-983	28	68	fegraus	fegraus	PROPN
iassist-983	28	69	,	,	PUNCT
iassist-983	28	70	2005	2005	NUM
iassist-983	28	71	)	)	PUNCT
iassist-983	28	72	.	.	PUNCT
iassist-983	29	1	(	(	PUNCT
iassist-983	29	2	see	see	VERB
iassist-983	29	3	alter	alter	VERB
iassist-983	29	4	et	et	PROPN
iassist-983	29	5	al	al	PROPN
iassist-983	29	6	.	.	PROPN
iassist-983	29	7	,	,	PUNCT
iassist-983	29	8	2020	2020	NUM
iassist-983	29	9	.	.	PUNCT
iassist-983	29	10	)	)	PUNCT
iassist-983	30	1	our	our	PRON
iassist-983	30	2	goal	goal	NOUN
iassist-983	30	3	was	be	AUX
iassist-983	30	4	to	to	PART
iassist-983	30	5	create	create	VERB
iassist-983	30	6	a	a	DET
iassist-983	30	7	history	history	NOUN
iassist-983	30	8	for	for	SCONJ
iassist-983	30	9	each	each	DET
iassist-983	30	10	variable	variable	NOUN
iassist-983	30	11	showing	show	VERB
iassist-983	30	12	its	its	PRON
iassist-983	30	13	derivation	derivation	NOUN
iassist-983	30	14	from	from	ADP
iassist-983	30	15	earlier	early	ADJ
iassist-983	30	16	variables	variable	NOUN
iassist-983	30	17	and	and	CCONJ
iassist-983	30	18	all	all	PRON
iassist-983	30	19	of	of	ADP
iassist-983	30	20	the	the	DET
iassist-983	30	21	ways	way	NOUN
iassist-983	30	22	that	that	PRON
iassist-983	30	23	it	it	PRON
iassist-983	30	24	has	have	AUX
iassist-983	30	25	been	be	AUX
iassist-983	30	26	modified	modify	VERB
iassist-983	30	27	.	.	PUNCT
iassist-983	31	1	sdtl	sdtl	NOUN
iassist-983	31	2	serves	serve	VERB
iassist-983	31	3	as	as	ADP
iassist-983	31	4	an	an	DET
iassist-983	31	5	intermediate	intermediate	ADJ
iassist-983	31	6	language	language	NOUN
iassist-983	31	7	that	that	PRON
iassist-983	31	8	represents	represent	VERB
iassist-983	31	9	other	other	ADJ
iassist-983	31	10	languages	language	NOUN
iassist-983	31	11	in	in	ADP
iassist-983	31	12	a	a	DET
iassist-983	31	13	more	more	ADV
iassist-983	31	14	convenient	convenient	ADJ
iassist-983	31	15	format	format	NOUN
iassist-983	31	16	.	.	PUNCT
iassist-983	32	1	since	since	SCONJ
iassist-983	32	2	sdtl	sdtl	NOUN
iassist-983	32	3	is	be	AUX
iassist-983	32	4	expressed	express	VERB
iassist-983	32	5	in	in	ADP
iassist-983	32	6	a	a	DET
iassist-983	32	7	structured	structured	ADJ
iassist-983	32	8	format	format	NOUN
iassist-983	32	9	(	(	PUNCT
iassist-983	32	10	e.g.	e.g.	ADV
iassist-983	32	11	,	,	PUNCT
iassist-983	32	12	json	json	NOUN
iassist-983	32	13	)	)	PUNCT
iassist-983	32	14	with	with	ADP
iassist-983	32	15	tags	tag	NOUN
iassist-983	32	16	and	and	CCONJ
iassist-983	32	17	delimiters	delimiter	NOUN
iassist-983	32	18	,	,	PUNCT
iassist-983	32	19	its	its	PRON
iassist-983	32	20	syntax	syntax	NOUN
iassist-983	32	21	is	be	AUX
iassist-983	32	22	obvious	obvious	ADJ
iassist-983	32	23	and	and	CCONJ
iassist-983	32	24	unambiguous	unambiguous	ADJ
iassist-983	32	25	,	,	PUNCT
iassist-983	32	26	and	and	CCONJ
iassist-983	32	27	sdtl	sdtl	NOUN
iassist-983	32	28	is	be	AUX
iassist-983	32	29	easily	easily	ADV
iassist-983	32	30	read	read	VERB
iassist-983	32	31	by	by	ADP
iassist-983	32	32	computer	computer	NOUN
iassist-983	32	33	programs	program	NOUN
iassist-983	32	34	without	without	ADP
iassist-983	32	35	elaborate	elaborate	ADJ
iassist-983	32	36	parsing	parsing	NOUN
iassist-983	32	37	algorithms	algorithm	NOUN
iassist-983	32	38	.	.	PUNCT
iassist-983	33	1	sdtl	sdtl	NOUN
iassist-983	33	2	may	may	AUX
iassist-983	33	3	be	be	AUX
iassist-983	33	4	used	use	VERB
iassist-983	33	5	to	to	PART
iassist-983	33	6	translate	translate	VERB
iassist-983	33	7	between	between	ADP
iassist-983	33	8	statistical	statistical	ADJ
iassist-983	33	9	languages	language	NOUN
iassist-983	33	10	,	,	PUNCT
iassist-983	33	11	but	but	CCONJ
iassist-983	33	12	it	it	PRON
iassist-983	33	13	is	be	AUX
iassist-983	33	14	designed	design	VERB
iassist-983	33	15	for	for	ADP
iassist-983	33	16	documentation	documentation	NOUN
iassist-983	33	17	and	and	CCONJ
iassist-983	33	18	description	description	NOUN
iassist-983	33	19	and	and	CCONJ
iassist-983	33	20	not	not	PART
iassist-983	33	21	as	as	ADP
iassist-983	33	22	an	an	DET
iassist-983	33	23	operational	operational	ADJ
iassist-983	33	24	language	language	NOUN
iassist-983	33	25	.	.	PUNCT
iassist-983	34	1	the	the	DET
iassist-983	34	2	ddi	ddi	PROPN
iassist-983	34	3	alliance	alliance	PROPN
iassist-983	34	4	,	,	PUNCT
iassist-983	34	5	which	which	PRON
iassist-983	34	6	maintains	maintain	VERB
iassist-983	34	7	international	international	ADJ
iassist-983	34	8	standards	standard	NOUN
iassist-983	34	9	for	for	ADP
iassist-983	34	10	metadata	metadata	NOUN
iassist-983	34	11	,	,	PUNCT
iassist-983	34	12	has	have	AUX
iassist-983	34	13	adopted	adopt	VERB
iassist-983	34	14	sdtl	sdtl	NOUN
iassist-983	34	15	as	as	ADP
iassist-983	34	16	one	one	NUM
iassist-983	34	17	of	of	ADP
iassist-983	34	18	its	its	PRON
iassist-983	34	19	suite	suite	NOUN
iassist-983	34	20	of	of	ADP
iassist-983	34	21	products	product	NOUN
iassist-983	34	22	(	(	PUNCT
iassist-983	34	23	ddi	ddi	PROPN
iassist-983	34	24	alliance	alliance	NOUN
iassist-983	34	25	,	,	PUNCT
iassist-983	34	26	2020	2020	NUM
iassist-983	34	27	)	)	PUNCT
iassist-983	34	28	.	.	PUNCT
iassist-983	35	1	ddi	ddi	PROPN
iassist-983	35	2	metadata	metadata	PROPN
iassist-983	35	3	is	be	AUX
iassist-983	35	4	widely	widely	ADV
iassist-983	35	5	used	use	VERB
iassist-983	35	6	by	by	ADP
iassist-983	35	7	data	datum	NOUN
iassist-983	35	8	repositories	repository	NOUN
iassist-983	35	9	serving	serve	VERB
iassist-983	35	10	the	the	DET
iassist-983	35	11	social	social	ADJ
iassist-983	35	12	sciences	science	NOUN
iassist-983	35	13	for	for	ADP
iassist-983	35	14	data	datum	NOUN
iassist-983	35	15	discovery	discovery	NOUN
iassist-983	35	16	tools	tool	NOUN
iassist-983	35	17	,	,	PUNCT
iassist-983	35	18	catalogs	catalog	NOUN
iassist-983	35	19	,	,	PUNCT
iassist-983	35	20	and	and	CCONJ
iassist-983	35	21	codebooks	codebook	NOUN
iassist-983	35	22	.	.	PUNCT
iassist-983	36	1	sdtl	sdtl	NOUN
iassist-983	36	2	provenance	provenance	NOUN
iassist-983	36	3	descriptions	description	NOUN
iassist-983	36	4	can	can	AUX
iassist-983	36	5	be	be	AUX
iassist-983	36	6	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	36	7	3/26	3/26	NUM
iassist-983	36	8	alter	alter	NOUN
iassist-983	36	9	,	,	PUNCT
iassist-983	36	10	et	et	PROPN
iassist-983	36	11	al	al	PROPN
iassist-983	36	12	.	.	PROPN
iassist-983	37	1	(	(	PUNCT
iassist-983	37	2	2020	2020	NUM
iassist-983	37	3	)	)	PUNCT
iassist-983	37	4	provenance	provenance	NOUN
iassist-983	37	5	metadata	metadata	NOUN
iassist-983	37	6	for	for	ADP
iassist-983	37	7	statistical	statistical	ADJ
iassist-983	37	8	data	datum	NOUN
iassist-983	37	9	:	:	PUNCT
iassist-983	37	10	an	an	DET
iassist-983	37	11	introduction	introduction	NOUN
iassist-983	37	12	to	to	ADP
iassist-983	37	13	structured	structured	ADJ
iassist-983	37	14	data	datum	NOUN
iassist-983	37	15	transformation	transformation	NOUN
iassist-983	37	16	language	language	NOUN
iassist-983	37	17	(	(	PUNCT
iassist-983	37	18	sdtl	sdtl	NOUN
iassist-983	37	19	)	)	PUNCT
iassist-983	37	20	,	,	PUNCT
iassist-983	37	21	iassist	iassist	VERB
iassist-983	37	22	quarterly	quarterly	ADJ
iassist-983	37	23	44(4	44(4	NOUN
iassist-983	37	24	)	)	PUNCT
iassist-983	37	25	,	,	PUNCT
iassist-983	37	26	pp	pp	ADP
iassist-983	37	27	.	.	PUNCT
iassist-983	38	1	1	1	NUM
iassist-983	38	2	-	-	SYM
iassist-983	38	3	26	26	NUM
iassist-983	38	4	.	.	PUNCT
iassist-983	39	1	doi	doi	NOUN
iassist-983	39	2	:	:	PUNCT
iassist-983	39	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	39	4	inserted	insert	VERB
iassist-983	39	5	into	into	ADP
iassist-983	39	6	existing	exist	VERB
iassist-983	39	7	data	datum	NOUN
iassist-983	39	8	derivation	derivation	NOUN
iassist-983	39	9	fields	field	NOUN
iassist-983	39	10	in	in	ADP
iassist-983	39	11	the	the	DET
iassist-983	39	12	ddi	ddi	PROPN
iassist-983	39	13	metadata	metadata	NOUN
iassist-983	39	14	standards	standard	NOUN
iassist-983	39	15	.	.	PUNCT
iassist-983	40	1	the	the	DET
iassist-983	40	2	ddi	ddi	PROPN
iassist-983	40	3	alliance	alliance	NOUN
iassist-983	40	4	will	will	AUX
iassist-983	40	5	assure	assure	VERB
iassist-983	40	6	that	that	SCONJ
iassist-983	40	7	the	the	DET
iassist-983	40	8	sdtl	sdtl	NOUN
iassist-983	40	9	is	be	AUX
iassist-983	40	10	maintained	maintain	VERB
iassist-983	40	11	and	and	CCONJ
iassist-983	40	12	expanded	expand	VERB
iassist-983	40	13	in	in	ADP
iassist-983	40	14	an	an	DET
iassist-983	40	15	orderly	orderly	ADJ
iassist-983	40	16	way	way	NOUN
iassist-983	40	17	.	.	PUNCT
iassist-983	41	1	we	we	PRON
iassist-983	41	2	provide	provide	VERB
iassist-983	41	3	here	here	ADV
iassist-983	41	4	an	an	DET
iassist-983	41	5	introduction	introduction	NOUN
iassist-983	41	6	to	to	PART
iassist-983	41	7	sdtl	sdtl	NOUN
iassist-983	41	8	focusing	focus	VERB
iassist-983	41	9	on	on	ADP
iassist-983	41	10	important	important	ADJ
iassist-983	41	11	features	feature	NOUN
iassist-983	41	12	of	of	ADP
iassist-983	41	13	the	the	DET
iassist-983	41	14	source	source	NOUN
iassist-983	41	15	languages	language	NOUN
iassist-983	41	16	that	that	PRON
iassist-983	41	17	it	it	PRON
iassist-983	41	18	can	can	AUX
iassist-983	41	19	represent	represent	VERB
iassist-983	41	20	and	and	CCONJ
iassist-983	41	21	ways	way	NOUN
iassist-983	41	22	that	that	PRON
iassist-983	41	23	sdtl	sdtl	NOUN
iassist-983	41	24	handles	handle	VERB
iassist-983	41	25	differences	difference	NOUN
iassist-983	41	26	among	among	ADP
iassist-983	41	27	them	they	PRON
iassist-983	41	28	.	.	PUNCT
iassist-983	42	1	a	a	DET
iassist-983	42	2	user	user	NOUN
iassist-983	42	3	guide	guide	NOUN
iassist-983	42	4	and	and	CCONJ
iassist-983	42	5	detailed	detailed	ADJ
iassist-983	42	6	descriptions	description	NOUN
iassist-983	42	7	of	of	ADP
iassist-983	42	8	sdtl	sdtl	NOUN
iassist-983	42	9	commands	command	NOUN
iassist-983	42	10	are	be	AUX
iassist-983	42	11	available	available	ADJ
iassist-983	42	12	at	at	ADP
iassist-983	42	13	c2metadata	c2metadata	ADJ
iassist-983	42	14	project	project	NOUN
iassist-983	42	15	(	(	PUNCT
iassist-983	42	16	2020b	2020b	NUM
iassist-983	42	17	)	)	PUNCT
iassist-983	42	18	.	.	PUNCT
iassist-983	43	1	statistical	statistical	ADJ
iassist-983	43	2	packages	package	NOUN
iassist-983	43	3	as	as	ADP
iassist-983	43	4	data	data	NOUN
iassist-983	43	5	processing	processing	NOUN
iassist-983	43	6	platforms	platform	NOUN
iassist-983	43	7	sdtl	sdtl	NOUN
iassist-983	43	8	inherits	inherit	VERB
iassist-983	43	9	a	a	DET
iassist-983	43	10	number	number	NOUN
iassist-983	43	11	of	of	ADP
iassist-983	43	12	assumptions	assumption	NOUN
iassist-983	43	13	about	about	ADP
iassist-983	43	14	how	how	SCONJ
iassist-983	43	15	data	datum	NOUN
iassist-983	43	16	are	be	AUX
iassist-983	43	17	transformed	transform	VERB
iassist-983	43	18	from	from	ADP
iassist-983	43	19	the	the	DET
iassist-983	43	20	languages	language	NOUN
iassist-983	43	21	used	use	VERB
iassist-983	43	22	in	in	ADP
iassist-983	43	23	statistical	statistical	ADJ
iassist-983	43	24	analysis	analysis	NOUN
iassist-983	43	25	packages	package	NOUN
iassist-983	43	26	,	,	PUNCT
iassist-983	43	27	and	and	CCONJ
iassist-983	43	28	it	it	PRON
iassist-983	43	29	is	be	AUX
iassist-983	43	30	helpful	helpful	ADJ
iassist-983	43	31	to	to	PART
iassist-983	43	32	understand	understand	VERB
iassist-983	43	33	how	how	SCONJ
iassist-983	43	34	those	those	DET
iassist-983	43	35	programs	program	NOUN
iassist-983	43	36	work	work	VERB
iassist-983	43	37	.	.	PUNCT
iassist-983	44	1	statistical	statistical	ADJ
iassist-983	44	2	packages	package	NOUN
iassist-983	44	3	differ	differ	VERB
iassist-983	44	4	in	in	ADP
iassist-983	44	5	important	important	ADJ
iassist-983	44	6	ways	way	NOUN
iassist-983	44	7	from	from	ADP
iassist-983	44	8	two	two	NUM
iassist-983	44	9	other	other	ADJ
iassist-983	44	10	tools	tool	NOUN
iassist-983	44	11	often	often	ADV
iassist-983	44	12	used	use	VERB
iassist-983	44	13	for	for	ADP
iassist-983	44	14	managing	manage	VERB
iassist-983	44	15	data	datum	NOUN
iassist-983	44	16	,	,	PUNCT
iassist-983	44	17	spreadsheets	spreadsheet	NOUN
iassist-983	44	18	and	and	CCONJ
iassist-983	44	19	relational	relational	ADJ
iassist-983	44	20	databases	database	NOUN
iassist-983	44	21	,	,	PUNCT
iassist-983	44	22	such	such	ADJ
iassist-983	44	23	as	as	ADP
iassist-983	44	24	sql	sql	NOUN
iassist-983	44	25	.	.	PUNCT
iassist-983	45	1	all	all	DET
iassist-983	45	2	three	three	NUM
iassist-983	45	3	tools	tool	NOUN
iassist-983	45	4	encourage	encourage	VERB
iassist-983	45	5	users	user	NOUN
iassist-983	45	6	to	to	PART
iassist-983	45	7	think	think	VERB
iassist-983	45	8	of	of	ADP
iassist-983	45	9	data	datum	NOUN
iassist-983	45	10	as	as	ADP
iassist-983	45	11	rectangular	rectangular	ADJ
iassist-983	45	12	matrices	matrix	NOUN
iassist-983	45	13	,	,	PUNCT
iassist-983	45	14	“	"	PUNCT
iassist-983	45	15	tables	table	NOUN
iassist-983	45	16	,	,	PUNCT
iassist-983	45	17	”	"	PUNCT
iassist-983	45	18	but	but	CCONJ
iassist-983	45	19	they	they	PRON
iassist-983	45	20	each	each	PRON
iassist-983	45	21	have	have	VERB
iassist-983	45	22	different	different	ADJ
iassist-983	45	23	capabilities	capability	NOUN
iassist-983	45	24	and	and	CCONJ
iassist-983	45	25	limitations	limitation	NOUN
iassist-983	45	26	.	.	PUNCT
iassist-983	46	1	1	1	X
iassist-983	46	2	.	.	NUM
iassist-983	46	3	rows	row	NOUN
iassist-983	46	4	and	and	CCONJ
iassist-983	46	5	columns	column	NOUN
iassist-983	46	6	in	in	ADP
iassist-983	46	7	statistical	statistical	ADJ
iassist-983	46	8	packages	package	NOUN
iassist-983	46	9	,	,	PUNCT
iassist-983	46	10	each	each	DET
iassist-983	46	11	row	row	NOUN
iassist-983	46	12	is	be	AUX
iassist-983	46	13	an	an	DET
iassist-983	46	14	individual	individual	ADJ
iassist-983	46	15	/	/	SYM
iassist-983	46	16	entity	entity	NOUN
iassist-983	46	17	or	or	CCONJ
iassist-983	46	18	an	an	DET
iassist-983	46	19	observation	observation	NOUN
iassist-983	46	20	of	of	ADP
iassist-983	46	21	an	an	DET
iassist-983	46	22	individual	individual	ADJ
iassist-983	46	23	/	/	SYM
iassist-983	46	24	entity	entity	NOUN
iassist-983	46	25	,	,	PUNCT
iassist-983	46	26	and	and	CCONJ
iassist-983	46	27	each	each	DET
iassist-983	46	28	column	column	NOUN
iassist-983	46	29	is	be	AUX
iassist-983	46	30	a	a	DET
iassist-983	46	31	variable	variable	NOUN
iassist-983	46	32	describing	describe	VERB
iassist-983	46	33	an	an	DET
iassist-983	46	34	attribute	attribute	NOUN
iassist-983	46	35	of	of	ADP
iassist-983	46	36	an	an	DET
iassist-983	46	37	individual	individual	ADJ
iassist-983	46	38	/	/	SYM
iassist-983	46	39	entity	entity	NOUN
iassist-983	46	40	.	.	PUNCT
iassist-983	47	1	as	as	ADP
iassist-983	47	2	in	in	ADP
iassist-983	47	3	a	a	DET
iassist-983	47	4	relational	relational	ADJ
iassist-983	47	5	database	database	NOUN
iassist-983	47	6	,	,	PUNCT
iassist-983	47	7	columns	column	NOUN
iassist-983	47	8	are	be	AUX
iassist-983	47	9	named	name	VERB
iassist-983	47	10	and	and	CCONJ
iassist-983	47	11	are	be	AUX
iassist-983	47	12	referenced	reference	VERB
iassist-983	47	13	by	by	ADP
iassist-983	47	14	their	their	PRON
iassist-983	47	15	variable	variable	ADJ
iassist-983	47	16	names	name	NOUN
iassist-983	47	17	.	.	PUNCT
iassist-983	48	1	statistical	statistical	ADJ
iassist-983	48	2	packages	package	NOUN
iassist-983	48	3	typically	typically	ADV
iassist-983	48	4	do	do	AUX
iassist-983	48	5	not	not	PART
iassist-983	48	6	allow	allow	VERB
iassist-983	48	7	users	user	NOUN
iassist-983	48	8	to	to	PART
iassist-983	48	9	put	put	VERB
iassist-983	48	10	more	more	ADJ
iassist-983	48	11	than	than	ADP
iassist-983	48	12	one	one	NUM
iassist-983	48	13	type	type	NOUN
iassist-983	48	14	of	of	ADP
iassist-983	48	15	information	information	NOUN
iassist-983	48	16	in	in	ADP
iassist-983	48	17	each	each	DET
iassist-983	48	18	column	column	NOUN
iassist-983	48	19	as	as	SCONJ
iassist-983	48	20	a	a	DET
iassist-983	48	21	spreadsheet	spreadsheet	NOUN
iassist-983	48	22	does	do	VERB
iassist-983	48	23	.	.	PUNCT
iassist-983	49	1	2	2	X
iassist-983	49	2	.	.	NOUN
iassist-983	49	3	metadata	metadata	ADJ
iassist-983	49	4	statistical	statistical	ADJ
iassist-983	49	5	packages	package	NOUN
iassist-983	49	6	attach	attach	VERB
iassist-983	49	7	more	more	ADJ
iassist-983	49	8	metadata	metadata	NOUN
iassist-983	49	9	to	to	ADP
iassist-983	49	10	each	each	DET
iassist-983	49	11	variable	variable	NOUN
iassist-983	49	12	than	than	ADP
iassist-983	49	13	either	either	CCONJ
iassist-983	49	14	a	a	DET
iassist-983	49	15	spreadsheet	spreadsheet	NOUN
iassist-983	49	16	or	or	CCONJ
iassist-983	49	17	a	a	DET
iassist-983	49	18	relational	relational	ADJ
iassist-983	49	19	database	database	NOUN
iassist-983	49	20	,	,	PUNCT
iassist-983	49	21	even	even	ADV
iassist-983	49	22	if	if	SCONJ
iassist-983	49	23	it	it	PRON
iassist-983	49	24	is	be	AUX
iassist-983	49	25	less	less	ADV
iassist-983	49	26	metadata	metadata	ADJ
iassist-983	49	27	than	than	SCONJ
iassist-983	49	28	most	most	ADJ
iassist-983	49	29	researchers	researcher	NOUN
iassist-983	49	30	need	need	VERB
iassist-983	49	31	.	.	PUNCT
iassist-983	50	1	users	user	NOUN
iassist-983	50	2	control	control	VERB
iassist-983	50	3	the	the	DET
iassist-983	50	4	data	data	NOUN
iassist-983	50	5	type	type	NOUN
iassist-983	50	6	(	(	PUNCT
iassist-983	50	7	numeric	numeric	ADJ
iassist-983	50	8	,	,	PUNCT
iassist-983	50	9	string	string	NOUN
iassist-983	50	10	,	,	PUNCT
iassist-983	50	11	date	date	NOUN
iassist-983	50	12	,	,	PUNCT
iassist-983	50	13	etc	etc	X
iassist-983	50	14	.	.	X
iassist-983	50	15	)	)	PUNCT
iassist-983	50	16	and	and	CCONJ
iassist-983	50	17	display	display	NOUN
iassist-983	50	18	format	format	NOUN
iassist-983	50	19	of	of	ADP
iassist-983	50	20	every	every	DET
iassist-983	50	21	variable	variable	NOUN
iassist-983	50	22	.	.	PUNCT
iassist-983	51	1	columns	column	NOUN
iassist-983	51	2	can	can	AUX
iassist-983	51	3	have	have	VERB
iassist-983	51	4	both	both	CCONJ
iassist-983	51	5	variable	variable	ADJ
iassist-983	51	6	and	and	CCONJ
iassist-983	51	7	value	value	NOUN
iassist-983	51	8	labels	label	NOUN
iassist-983	51	9	that	that	PRON
iassist-983	51	10	appear	appear	VERB
iassist-983	51	11	on	on	ADP
iassist-983	51	12	output	output	NOUN
iassist-983	51	13	.	.	PUNCT
iassist-983	52	1	a	a	DET
iassist-983	52	2	variable	variable	ADJ
iassist-983	52	3	label	label	NOUN
iassist-983	52	4	is	be	AUX
iassist-983	52	5	a	a	DET
iassist-983	52	6	brief	brief	ADJ
iassist-983	52	7	description	description	NOUN
iassist-983	52	8	of	of	ADP
iassist-983	52	9	its	its	PRON
iassist-983	52	10	content	content	NOUN
iassist-983	52	11	.	.	PUNCT
iassist-983	53	1	value	value	NOUN
iassist-983	53	2	labels	label	NOUN
iassist-983	53	3	are	be	AUX
iassist-983	53	4	text	text	NOUN
iassist-983	53	5	descriptions	description	NOUN
iassist-983	53	6	of	of	ADP
iassist-983	53	7	the	the	DET
iassist-983	53	8	categories	category	NOUN
iassist-983	53	9	in	in	ADP
iassist-983	53	10	variables	variable	NOUN
iassist-983	53	11	.	.	PUNCT
iassist-983	54	1	statistical	statistical	ADJ
iassist-983	54	2	packages	package	NOUN
iassist-983	54	3	encourage	encourage	VERB
iassist-983	54	4	the	the	DET
iassist-983	54	5	use	use	NOUN
iassist-983	54	6	of	of	ADP
iassist-983	54	7	integer	integer	NOUN
iassist-983	54	8	codes	code	NOUN
iassist-983	54	9	for	for	ADP
iassist-983	54	10	categorical	categorical	ADJ
iassist-983	54	11	information	information	NOUN
iassist-983	54	12	,	,	PUNCT
iassist-983	54	13	but	but	CCONJ
iassist-983	54	14	they	they	PRON
iassist-983	54	15	will	will	AUX
iassist-983	54	16	display	display	VERB
iassist-983	54	17	the	the	DET
iassist-983	54	18	corresponding	correspond	VERB
iassist-983	54	19	value	value	NOUN
iassist-983	54	20	label	label	NOUN
iassist-983	54	21	in	in	ADP
iassist-983	54	22	output	output	NOUN
iassist-983	54	23	tables	table	NOUN
iassist-983	54	24	.	.	PUNCT
iassist-983	55	1	for	for	ADP
iassist-983	55	2	example	example	NOUN
iassist-983	55	3	,	,	PUNCT
iassist-983	55	4	a	a	DET
iassist-983	55	5	variable	variable	NOUN
iassist-983	55	6	may	may	AUX
iassist-983	55	7	be	be	AUX
iassist-983	55	8	coded	code	VERB
iassist-983	55	9	as	as	ADP
iassist-983	55	10	1	1	NUM
iassist-983	55	11	for	for	ADP
iassist-983	55	12	ages	age	NOUN
iassist-983	55	13	0	0	NUM
iassist-983	55	14	to	to	ADP
iassist-983	55	15	15	15	NUM
iassist-983	55	16	,	,	PUNCT
iassist-983	55	17	2	2	NUM
iassist-983	55	18	for	for	ADP
iassist-983	55	19	ages	age	NOUN
iassist-983	55	20	15	15	NUM
iassist-983	55	21	to	to	ADP
iassist-983	55	22	65	65	NUM
iassist-983	55	23	,	,	PUNCT
iassist-983	55	24	and	and	CCONJ
iassist-983	55	25	3	3	NUM
iassist-983	55	26	for	for	ADP
iassist-983	55	27	ages	age	NOUN
iassist-983	55	28	65	65	NUM
iassist-983	55	29	and	and	CCONJ
iassist-983	55	30	above	above	ADV
iassist-983	55	31	,	,	PUNCT
iassist-983	55	32	but	but	CCONJ
iassist-983	55	33	tables	table	NOUN
iassist-983	55	34	can	can	AUX
iassist-983	55	35	show	show	VERB
iassist-983	55	36	these	these	DET
iassist-983	55	37	categories	category	NOUN
iassist-983	55	38	with	with	ADP
iassist-983	55	39	labels	label	NOUN
iassist-983	55	40	“	"	PUNCT
iassist-983	55	41	children	child	NOUN
iassist-983	55	42	,	,	PUNCT
iassist-983	55	43	”	"	PUNCT
iassist-983	55	44	“	"	PUNCT
iassist-983	55	45	working	work	VERB
iassist-983	55	46	ages	age	NOUN
iassist-983	55	47	,	,	PUNCT
iassist-983	55	48	”	"	PUNCT
iassist-983	55	49	and	and	CCONJ
iassist-983	55	50	“	"	PUNCT
iassist-983	55	51	older	old	ADJ
iassist-983	55	52	ages	age	NOUN
iassist-983	55	53	.	.	PUNCT
iassist-983	55	54	”	"	PUNCT
iassist-983	56	1	3	3	X
iassist-983	56	2	.	.	PUNCT
iassist-983	56	3	variable	variable	ADJ
iassist-983	56	4	lists	list	NOUN
iassist-983	56	5	and	and	CCONJ
iassist-983	56	6	variable	variable	NOUN
iassist-983	56	7	ranges	range	VERB
iassist-983	56	8	one	one	NUM
iassist-983	56	9	of	of	ADP
iassist-983	56	10	the	the	DET
iassist-983	56	11	most	most	ADV
iassist-983	56	12	common	common	ADJ
iassist-983	56	13	features	feature	NOUN
iassist-983	56	14	of	of	ADP
iassist-983	56	15	statistics	statistic	NOUN
iassist-983	56	16	software	software	NOUN
iassist-983	56	17	packages	package	NOUN
iassist-983	56	18	is	be	AUX
iassist-983	56	19	the	the	DET
iassist-983	56	20	use	use	NOUN
iassist-983	56	21	of	of	ADP
iassist-983	56	22	“	"	PUNCT
iassist-983	56	23	variable	variable	ADJ
iassist-983	56	24	lists	list	NOUN
iassist-983	56	25	”	"	PUNCT
iassist-983	56	26	and	and	CCONJ
iassist-983	56	27	“	"	PUNCT
iassist-983	56	28	variable	variable	ADJ
iassist-983	56	29	ranges	range	NOUN
iassist-983	56	30	”	"	PUNCT
iassist-983	56	31	to	to	PART
iassist-983	56	32	simplify	simplify	VERB
iassist-983	56	33	the	the	DET
iassist-983	56	34	application	application	NOUN
iassist-983	56	35	of	of	ADP
iassist-983	56	36	data	datum	NOUN
iassist-983	56	37	transformation	transformation	NOUN
iassist-983	56	38	commands	command	NOUN
iassist-983	56	39	to	to	ADP
iassist-983	56	40	multiple	multiple	ADJ
iassist-983	56	41	variables	variable	NOUN
iassist-983	56	42	.	.	PUNCT
iassist-983	57	1	for	for	ADP
iassist-983	57	2	example	example	NOUN
iassist-983	57	3	,	,	PUNCT
iassist-983	57	4	common	common	ADJ
iassist-983	57	5	value	value	NOUN
iassist-983	57	6	labels	label	NOUN
iassist-983	57	7	(	(	PUNCT
iassist-983	57	8	e.g.	e.g.	ADV
iassist-983	57	9	1=”yes	1=”yes	NUM
iassist-983	57	10	”	"	PUNCT
iassist-983	57	11	,	,	PUNCT
iassist-983	57	12	2=”no	2=”no	NUM
iassist-983	57	13	”	"	PUNCT
iassist-983	57	14	,	,	PUNCT
iassist-983	57	15	3=”na	3=”na	NUM
iassist-983	57	16	”	"	PUNCT
iassist-983	57	17	)	)	PUNCT
iassist-983	57	18	may	may	AUX
iassist-983	57	19	be	be	AUX
iassist-983	57	20	applied	apply	VERB
iassist-983	57	21	to	to	ADP
iassist-983	57	22	hundreds	hundred	NOUN
iassist-983	57	23	of	of	ADP
iassist-983	57	24	variables	variable	NOUN
iassist-983	57	25	with	with	ADP
iassist-983	57	26	a	a	DET
iassist-983	57	27	single	single	ADJ
iassist-983	57	28	command	command	NOUN
iassist-983	57	29	.	.	PUNCT
iassist-983	58	1	variable	variable	ADJ
iassist-983	58	2	ranges	range	NOUN
iassist-983	58	3	refer	refer	VERB
iassist-983	58	4	to	to	ADP
iassist-983	58	5	a	a	DET
iassist-983	58	6	group	group	NOUN
iassist-983	58	7	of	of	ADP
iassist-983	58	8	adjacent	adjacent	ADJ
iassist-983	58	9	columns	column	NOUN
iassist-983	58	10	by	by	ADP
iassist-983	58	11	identifying	identify	VERB
iassist-983	58	12	the	the	DET
iassist-983	58	13	first	first	ADJ
iassist-983	58	14	and	and	CCONJ
iassist-983	58	15	last	last	ADJ
iassist-983	58	16	variable	variable	NOUN
iassist-983	58	17	in	in	ADP
iassist-983	58	18	the	the	DET
iassist-983	58	19	range	range	NOUN
iassist-983	58	20	.	.	PUNCT
iassist-983	59	1	for	for	ADP
iassist-983	59	2	example	example	NOUN
iassist-983	59	3	,	,	PUNCT
iassist-983	59	4	“	"	PUNCT
iassist-983	59	5	var01	var01	NOUN
iassist-983	59	6	to	to	ADP
iassist-983	59	7	var04	var04	NOUN
iassist-983	59	8	”	"	PUNCT
iassist-983	59	9	in	in	ADP
iassist-983	59	10	spss	spss	PROPN
iassist-983	59	11	or	or	CCONJ
iassist-983	59	12	“	"	PUNCT
iassist-983	59	13	var01	var01	NOUN
iassist-983	59	14	-	-	PUNCT
iassist-983	59	15	var04	var04	NOUN
iassist-983	59	16	”	"	PUNCT
iassist-983	59	17	in	in	ADP
iassist-983	59	18	stata	stata	NOUN
iassist-983	59	19	or	or	CCONJ
iassist-983	59	20	sas	sas	PROPN
iassist-983	59	21	will	will	AUX
iassist-983	59	22	apply	apply	VERB
iassist-983	59	23	a	a	DET
iassist-983	59	24	command	command	NOUN
iassist-983	59	25	to	to	ADP
iassist-983	59	26	var01	var01	PROPN
iassist-983	59	27	,	,	PUNCT
iassist-983	59	28	var02	var02	PROPN
iassist-983	59	29	,	,	PUNCT
iassist-983	59	30	var03	var03	NOUN
iassist-983	59	31	,	,	PUNCT
iassist-983	59	32	and	and	CCONJ
iassist-983	59	33	var04	var04	ADV
iassist-983	59	34	,	,	PUNCT
iassist-983	59	35	assuming	assume	VERB
iassist-983	59	36	that	that	SCONJ
iassist-983	59	37	the	the	DET
iassist-983	59	38	columns	column	NOUN
iassist-983	59	39	appear	appear	VERB
iassist-983	59	40	in	in	ADP
iassist-983	59	41	that	that	DET
iassist-983	59	42	order	order	NOUN
iassist-983	59	43	in	in	ADP
iassist-983	59	44	the	the	DET
iassist-983	59	45	data	datum	NOUN
iassist-983	59	46	.	.	PUNCT
iassist-983	60	1	a	a	DET
iassist-983	60	2	variable	variable	ADJ
iassist-983	60	3	list	list	NOUN
iassist-983	60	4	may	may	AUX
iassist-983	60	5	include	include	VERB
iassist-983	60	6	both	both	DET
iassist-983	60	7	individual	individual	ADJ
iassist-983	60	8	variables	variable	NOUN
iassist-983	60	9	and	and	CCONJ
iassist-983	60	10	variable	variable	ADJ
iassist-983	60	11	ranges	range	NOUN
iassist-983	60	12	,	,	PUNCT
iassist-983	60	13	such	such	ADJ
iassist-983	60	14	as	as	ADP
iassist-983	60	15	“	"	PUNCT
iassist-983	60	16	var01	var01	NOUN
iassist-983	60	17	var05	var05	PROPN
iassist-983	60	18	var11	var11	PROPN
iassist-983	60	19	-	-	PUNCT
iassist-983	60	20	var32	var32	PROPN
iassist-983	60	21	var51	var51	ADJ
iassist-983	60	22	-	-	PUNCT
iassist-983	60	23	var72	var72	NOUN
iassist-983	60	24	”	"	PUNCT
iassist-983	60	25	.	.	PUNCT
iassist-983	61	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	61	2	4/26	4/26	NUM
iassist-983	61	3	alter	alter	PROPN
iassist-983	61	4	,	,	PUNCT
iassist-983	61	5	et	et	PROPN
iassist-983	61	6	al	al	PROPN
iassist-983	61	7	.	.	PROPN
iassist-983	61	8	(	(	PUNCT
iassist-983	61	9	2020	2020	NUM
iassist-983	61	10	)	)	PUNCT
iassist-983	61	11	provenance	provenance	NOUN
iassist-983	61	12	metadata	metadata	NOUN
iassist-983	61	13	for	for	ADP
iassist-983	61	14	statistical	statistical	ADJ
iassist-983	61	15	data	datum	NOUN
iassist-983	61	16	:	:	PUNCT
iassist-983	61	17	an	an	DET
iassist-983	61	18	introduction	introduction	NOUN
iassist-983	61	19	to	to	ADP
iassist-983	61	20	structured	structured	ADJ
iassist-983	61	21	data	datum	NOUN
iassist-983	61	22	transformation	transformation	NOUN
iassist-983	61	23	language	language	NOUN
iassist-983	61	24	(	(	PUNCT
iassist-983	61	25	sdtl	sdtl	NOUN
iassist-983	61	26	)	)	PUNCT
iassist-983	61	27	,	,	PUNCT
iassist-983	61	28	iassist	iassist	VERB
iassist-983	61	29	quarterly	quarterly	ADJ
iassist-983	61	30	44(4	44(4	NOUN
iassist-983	61	31	)	)	PUNCT
iassist-983	61	32	,	,	PUNCT
iassist-983	61	33	pp	pp	ADP
iassist-983	61	34	.	.	PUNCT
iassist-983	62	1	1	1	NUM
iassist-983	62	2	-	-	SYM
iassist-983	62	3	26	26	NUM
iassist-983	62	4	.	.	PUNCT
iassist-983	63	1	doi	doi	NOUN
iassist-983	63	2	:	:	PUNCT
iassist-983	63	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	63	4	4	4	NUM
iassist-983	63	5	.	.	PUNCT
iassist-983	64	1	order	order	NOUN
iassist-983	64	2	of	of	ADP
iassist-983	64	3	rows	row	NOUN
iassist-983	64	4	and	and	CCONJ
iassist-983	64	5	columns	column	NOUN
iassist-983	64	6	matters	matter	VERB
iassist-983	64	7	commands	command	NOUN
iassist-983	64	8	in	in	ADP
iassist-983	64	9	statistical	statistical	ADJ
iassist-983	64	10	packages	package	NOUN
iassist-983	64	11	can	can	AUX
iassist-983	64	12	take	take	VERB
iassist-983	64	13	advantage	advantage	NOUN
iassist-983	64	14	of	of	ADP
iassist-983	64	15	the	the	DET
iassist-983	64	16	order	order	NOUN
iassist-983	64	17	of	of	ADP
iassist-983	64	18	columns	column	NOUN
iassist-983	64	19	and	and	CCONJ
iassist-983	64	20	rows	row	NOUN
iassist-983	64	21	.	.	PUNCT
iassist-983	65	1	the	the	DET
iassist-983	65	2	meaning	meaning	NOUN
iassist-983	65	3	of	of	ADP
iassist-983	65	4	a	a	DET
iassist-983	65	5	variable	variable	ADJ
iassist-983	65	6	range	range	NOUN
iassist-983	65	7	,	,	PUNCT
iassist-983	65	8	such	such	ADJ
iassist-983	65	9	as	as	ADP
iassist-983	65	10	“	"	PUNCT
iassist-983	65	11	age	age	NOUN
iassist-983	65	12	to	to	ADP
iassist-983	65	13	income	income	NOUN
iassist-983	65	14	”	"	PUNCT
iassist-983	65	15	depends	depend	VERB
iassist-983	65	16	upon	upon	SCONJ
iassist-983	65	17	the	the	DET
iassist-983	65	18	order	order	NOUN
iassist-983	65	19	of	of	ADP
iassist-983	65	20	the	the	DET
iassist-983	65	21	columns	column	NOUN
iassist-983	65	22	.	.	PUNCT
iassist-983	66	1	statistical	statistical	ADJ
iassist-983	66	2	packages	package	NOUN
iassist-983	66	3	also	also	ADV
iassist-983	66	4	process	process	VERB
iassist-983	66	5	rows	row	NOUN
iassist-983	66	6	in	in	ADP
iassist-983	66	7	sequential	sequential	ADJ
iassist-983	66	8	order	order	NOUN
iassist-983	66	9	,	,	PUNCT
iassist-983	66	10	which	which	PRON
iassist-983	66	11	is	be	AUX
iassist-983	66	12	often	often	ADV
iassist-983	66	13	used	use	VERB
iassist-983	66	14	in	in	ADP
iassist-983	66	15	data	data	NOUN
iassist-983	66	16	processing	processing	NOUN
iassist-983	66	17	scripts	script	NOUN
iassist-983	66	18	.	.	PUNCT
iassist-983	67	1	commands	command	NOUN
iassist-983	67	2	that	that	PRON
iassist-983	67	3	merge	merge	VERB
iassist-983	67	4	files	file	NOUN
iassist-983	67	5	or	or	CCONJ
iassist-983	67	6	aggregate	aggregate	VERB
iassist-983	67	7	within	within	ADP
iassist-983	67	8	groups	group	NOUN
iassist-983	67	9	may	may	AUX
iassist-983	67	10	only	only	ADV
iassist-983	67	11	operate	operate	VERB
iassist-983	67	12	on	on	ADP
iassist-983	67	13	data	datum	NOUN
iassist-983	67	14	sorted	sort	VERB
iassist-983	67	15	in	in	ADP
iassist-983	67	16	advance	advance	NOUN
iassist-983	67	17	.	.	PUNCT
iassist-983	68	1	statistical	statistical	ADJ
iassist-983	68	2	packages	package	NOUN
iassist-983	68	3	can	can	AUX
iassist-983	68	4	also	also	ADV
iassist-983	68	5	use	use	VERB
iassist-983	68	6	values	value	NOUN
iassist-983	68	7	from	from	ADP
iassist-983	68	8	earlier	early	ADV
iassist-983	68	9	or	or	CCONJ
iassist-983	68	10	later	later	ADV
iassist-983	68	11	rows	row	NOUN
iassist-983	68	12	in	in	ADP
iassist-983	68	13	computing	computing	NOUN
iassist-983	68	14	variables	variable	NOUN
iassist-983	68	15	.	.	PUNCT
iassist-983	69	1	for	for	ADP
iassist-983	69	2	example	example	NOUN
iassist-983	69	3	,	,	PUNCT
iassist-983	69	4	if	if	SCONJ
iassist-983	69	5	the	the	DET
iassist-983	69	6	data	datum	NOUN
iassist-983	69	7	consist	consist	VERB
iassist-983	69	8	of	of	ADP
iassist-983	69	9	annual	annual	ADJ
iassist-983	69	10	observations	observation	NOUN
iassist-983	69	11	of	of	ADP
iassist-983	69	12	a	a	DET
iassist-983	69	13	country	country	NOUN
iassist-983	69	14	or	or	CCONJ
iassist-983	69	15	region	region	NOUN
iassist-983	69	16	,	,	PUNCT
iassist-983	69	17	the	the	DET
iassist-983	69	18	spss	spss	PROPN
iassist-983	69	19	lag	lag	NOUN
iassist-983	69	20	function	function	NOUN
iassist-983	69	21	can	can	AUX
iassist-983	69	22	be	be	AUX
iassist-983	69	23	used	use	VERB
iassist-983	69	24	to	to	PART
iassist-983	69	25	access	access	VERB
iassist-983	69	26	the	the	DET
iassist-983	69	27	value	value	NOUN
iassist-983	69	28	in	in	ADP
iassist-983	69	29	the	the	DET
iassist-983	69	30	previous	previous	ADJ
iassist-983	69	31	year	year	NOUN
iassist-983	69	32	.	.	PUNCT
iassist-983	70	1	in	in	ADP
iassist-983	70	2	stata	stata	PROPN
iassist-983	70	3	,	,	PUNCT
iassist-983	70	4	a	a	DET
iassist-983	70	5	command	command	NOUN
iassist-983	70	6	can	can	AUX
iassist-983	70	7	test	test	VERB
iassist-983	70	8	whether	whether	SCONJ
iassist-983	70	9	the	the	DET
iassist-983	70	10	current	current	ADJ
iassist-983	70	11	row	row	NOUN
iassist-983	70	12	applies	apply	VERB
iassist-983	70	13	to	to	ADP
iassist-983	70	14	the	the	DET
iassist-983	70	15	same	same	ADJ
iassist-983	70	16	person	person	NOUN
iassist-983	70	17	or	or	CCONJ
iassist-983	70	18	place	place	NOUN
iassist-983	70	19	as	as	ADP
iassist-983	70	20	the	the	DET
iassist-983	70	21	preceding	precede	VERB
iassist-983	70	22	row	row	NOUN
iassist-983	70	23	by	by	ADP
iassist-983	70	24	using	use	VERB
iassist-983	70	25	syntax	syntax	NOUN
iassist-983	70	26	like	like	ADP
iassist-983	70	27	“	"	PUNCT
iassist-983	70	28	if	if	SCONJ
iassist-983	70	29	districtid	districtid	ADJ
iassist-983	70	30	=	=	NOUN
iassist-983	70	31	=	=	SYM
iassist-983	70	32	districtid[_n-1	districtid[_n-1	NOUN
iassist-983	70	33	]	]	X
iassist-983	70	34	”	"	PUNCT
iassist-983	70	35	.	.	PUNCT
iassist-983	71	1	this	this	PRON
iassist-983	71	2	is	be	AUX
iassist-983	71	3	not	not	PART
iassist-983	71	4	possible	possible	ADJ
iassist-983	71	5	in	in	ADP
iassist-983	71	6	sql	sql	NOUN
iassist-983	71	7	relational	relational	ADJ
iassist-983	71	8	databases	database	NOUN
iassist-983	71	9	,	,	PUNCT
iassist-983	71	10	which	which	PRON
iassist-983	71	11	do	do	AUX
iassist-983	71	12	not	not	PART
iassist-983	71	13	permit	permit	VERB
iassist-983	71	14	operations	operation	NOUN
iassist-983	71	15	that	that	PRON
iassist-983	71	16	depend	depend	VERB
iassist-983	71	17	on	on	ADP
iassist-983	71	18	the	the	DET
iassist-983	71	19	sequential	sequential	ADJ
iassist-983	71	20	ordering	ordering	NOUN
iassist-983	71	21	of	of	ADP
iassist-983	71	22	rows	row	NOUN
iassist-983	71	23	,	,	PUNCT
iassist-983	71	24	but	but	CCONJ
iassist-983	71	25	it	it	PRON
iassist-983	71	26	is	be	AUX
iassist-983	71	27	possible	possible	ADJ
iassist-983	71	28	in	in	ADP
iassist-983	71	29	spreadsheets	spreadsheet	NOUN
iassist-983	71	30	,	,	PUNCT
iassist-983	71	31	which	which	PRON
iassist-983	71	32	allow	allow	VERB
iassist-983	71	33	both	both	DET
iassist-983	71	34	absolute	absolute	ADJ
iassist-983	71	35	and	and	CCONJ
iassist-983	71	36	relative	relative	ADJ
iassist-983	71	37	cell	cell	NOUN
iassist-983	71	38	references	reference	NOUN
iassist-983	71	39	.	.	PUNCT
iassist-983	72	1	sdtl	sdtl	NOUN
iassist-983	72	2	includes	include	VERB
iassist-983	72	3	a	a	DET
iassist-983	72	4	command	command	NOUN
iassist-983	72	5	(	(	PUNCT
iassist-983	72	6	sortcases	sortcase	NOUN
iassist-983	72	7	)	)	PUNCT
iassist-983	72	8	to	to	PART
iassist-983	72	9	change	change	VERB
iassist-983	72	10	the	the	DET
iassist-983	72	11	order	order	NOUN
iassist-983	72	12	of	of	ADP
iassist-983	72	13	rows	row	NOUN
iassist-983	72	14	,	,	PUNCT
iassist-983	72	15	but	but	CCONJ
iassist-983	72	16	it	it	PRON
iassist-983	72	17	does	do	AUX
iassist-983	72	18	not	not	PART
iassist-983	72	19	currently	currently	ADV
iassist-983	72	20	support	support	VERB
iassist-983	72	21	a	a	DET
iassist-983	72	22	command	command	NOUN
iassist-983	72	23	to	to	PART
iassist-983	72	24	change	change	VERB
iassist-983	72	25	the	the	DET
iassist-983	72	26	order	order	NOUN
iassist-983	72	27	of	of	ADP
iassist-983	72	28	columns	column	NOUN
iassist-983	72	29	.	.	PUNCT
iassist-983	73	1	when	when	SCONJ
iassist-983	73	2	we	we	PRON
iassist-983	73	3	tested	test	VERB
iassist-983	73	4	commands	command	NOUN
iassist-983	73	5	that	that	PRON
iassist-983	73	6	sort	sort	VERB
iassist-983	73	7	columns	column	NOUN
iassist-983	73	8	in	in	ADP
iassist-983	73	9	spss	spss	PROPN
iassist-983	73	10	and	and	CCONJ
iassist-983	73	11	stata	stata	NOUN
iassist-983	73	12	,	,	PUNCT
iassist-983	73	13	we	we	PRON
iassist-983	73	14	discovered	discover	VERB
iassist-983	73	15	that	that	SCONJ
iassist-983	73	16	they	they	PRON
iassist-983	73	17	apply	apply	VERB
iassist-983	73	18	different	different	ADJ
iassist-983	73	19	sort	sort	NOUN
iassist-983	73	20	sequences	sequence	NOUN
iassist-983	73	21	to	to	ADP
iassist-983	73	22	variable	variable	ADJ
iassist-983	73	23	names	name	NOUN
iassist-983	73	24	.	.	PUNCT
iassist-983	74	1	stata	stata	PROPN
iassist-983	74	2	is	be	AUX
iassist-983	74	3	case	case	NOUN
iassist-983	74	4	sensitive	sensitive	ADJ
iassist-983	74	5	and	and	CCONJ
iassist-983	74	6	sorts	sort	NOUN
iassist-983	74	7	variable	variable	ADJ
iassist-983	74	8	names	name	NOUN
iassist-983	74	9	in	in	ADP
iassist-983	74	10	ascii	ascii	ADJ
iassist-983	74	11	order	order	NOUN
iassist-983	74	12	.	.	PUNCT
iassist-983	75	1	spss	spss	PROPN
iassist-983	75	2	is	be	AUX
iassist-983	75	3	not	not	PART
iassist-983	75	4	case	case	NOUN
iassist-983	75	5	sensitive	sensitive	ADJ
iassist-983	75	6	for	for	ADP
iassist-983	75	7	variable	variable	ADJ
iassist-983	75	8	names	name	NOUN
iassist-983	75	9	,	,	PUNCT
iassist-983	75	10	but	but	CCONJ
iassist-983	75	11	it	it	PRON
iassist-983	75	12	sorts	sort	VERB
iassist-983	75	13	names	name	NOUN
iassist-983	75	14	beginning	begin	VERB
iassist-983	75	15	with	with	ADP
iassist-983	75	16	lowercase	lowercase	NOUN
iassist-983	75	17	before	before	ADP
iassist-983	75	18	uppercase	uppercase	NOUN
iassist-983	75	19	of	of	ADP
iassist-983	75	20	the	the	DET
iassist-983	75	21	same	same	ADJ
iassist-983	75	22	letter	letter	NOUN
iassist-983	75	23	.	.	PUNCT
iassist-983	76	1	for	for	ADP
iassist-983	76	2	example	example	NOUN
iassist-983	76	3	,	,	PUNCT
iassist-983	76	4	spss	spss	PROPN
iassist-983	76	5	sort	sort	NOUN
iassist-983	76	6	order	order	NOUN
iassist-983	76	7	:	:	PUNCT
iassist-983	76	8	aa8	aa8	PROPN
iassist-983	76	9	aa9	aa9	PROPN
iassist-983	76	10	aa7	aa7	PROPN
iassist-983	76	11	aa6	aa6	PROPN
iassist-983	77	1	i	i	PRON
iassist-983	77	2	d	d	PROPN
iassist-983	78	1	xx3	xx3	PROPN
iassist-983	78	2	xx4	xx4	PROPN
iassist-983	79	1	xx2	xx2	PROPN
iassist-983	79	2	xx1	xx1	PROPN
iassist-983	79	3	xx5	xx5	PROPN
iassist-983	79	4	stata	stata	PROPN
iassist-983	79	5	sort	sort	PROPN
iassist-983	79	6	order	order	NOUN
iassist-983	79	7	:	:	PUNCT
iassist-983	80	1	aa6	aa6	PROPN
iassist-983	81	1	aa7	aa7	PROPN
iassist-983	81	2	xx1	xx1	PROPN
iassist-983	81	3	xx5	xx5	PROPN
iassist-983	82	1	xx2	xx2	PROPN
iassist-983	82	2	aa9	aa9	PROPN
iassist-983	82	3	aa8	aa8	PROPN
iassist-983	82	4	i	i	PROPN
iassist-983	82	5	d	d	PROPN
iassist-983	82	6	xx4	xx4	PROPN
iassist-983	82	7	xx3	xx3	PROPN
iassist-983	82	8	5	5	X
iassist-983	82	9	.	.	PUNCT
iassist-983	83	1	missing	miss	VERB
iassist-983	83	2	values	value	NOUN
iassist-983	83	3	the	the	DET
iassist-983	83	4	value	value	NOUN
iassist-983	83	5	of	of	ADP
iassist-983	83	6	a	a	DET
iassist-983	83	7	variable	variable	NOUN
iassist-983	83	8	may	may	AUX
iassist-983	83	9	not	not	PART
iassist-983	83	10	be	be	AUX
iassist-983	83	11	available	available	ADJ
iassist-983	83	12	for	for	ADP
iassist-983	83	13	all	all	DET
iassist-983	83	14	rows	row	NOUN
iassist-983	83	15	,	,	PUNCT
iassist-983	83	16	and	and	CCONJ
iassist-983	83	17	all	all	DET
iassist-983	83	18	statistical	statistical	ADJ
iassist-983	83	19	packages	package	NOUN
iassist-983	83	20	have	have	VERB
iassist-983	83	21	features	feature	NOUN
iassist-983	83	22	for	for	ADP
iassist-983	83	23	handling	handle	VERB
iassist-983	83	24	these	these	DET
iassist-983	83	25	“	"	PUNCT
iassist-983	83	26	missing	missing	ADJ
iassist-983	83	27	values	value	NOUN
iassist-983	83	28	.	.	PUNCT
iassist-983	83	29	”	"	PUNCT
iassist-983	84	1	statistical	statistical	ADJ
iassist-983	84	2	calculations	calculation	NOUN
iassist-983	84	3	may	may	AUX
iassist-983	84	4	exclude	exclude	VERB
iassist-983	84	5	cases	case	NOUN
iassist-983	84	6	with	with	ADP
iassist-983	84	7	missing	miss	VERB
iassist-983	84	8	values	value	NOUN
iassist-983	84	9	on	on	ADP
iassist-983	84	10	any	any	DET
iassist-983	84	11	variable	variable	NOUN
iassist-983	84	12	,	,	PUNCT
iassist-983	84	13	or	or	CCONJ
iassist-983	84	14	they	they	PRON
iassist-983	84	15	may	may	AUX
iassist-983	84	16	adjust	adjust	VERB
iassist-983	84	17	for	for	ADP
iassist-983	84	18	missing	miss	VERB
iassist-983	84	19	values	value	NOUN
iassist-983	84	20	in	in	ADP
iassist-983	84	21	some	some	DET
iassist-983	84	22	way	way	NOUN
iassist-983	84	23	.	.	PUNCT
iassist-983	85	1	some	some	DET
iassist-983	85	2	statistical	statistical	ADJ
iassist-983	85	3	packages	package	NOUN
iassist-983	85	4	also	also	ADV
iassist-983	85	5	allow	allow	VERB
iassist-983	85	6	users	user	NOUN
iassist-983	85	7	to	to	PART
iassist-983	85	8	identify	identify	VERB
iassist-983	85	9	more	more	ADJ
iassist-983	85	10	than	than	ADP
iassist-983	85	11	one	one	NUM
iassist-983	85	12	type	type	NOUN
iassist-983	85	13	of	of	ADP
iassist-983	85	14	missing	miss	VERB
iassist-983	85	15	value	value	NOUN
iassist-983	85	16	.	.	PUNCT
iassist-983	86	1	in	in	ADP
iassist-983	86	2	survey	survey	NOUN
iassist-983	86	3	research	research	NOUN
iassist-983	86	4	some	some	DET
iassist-983	86	5	questions	question	NOUN
iassist-983	86	6	do	do	AUX
iassist-983	86	7	not	not	PART
iassist-983	86	8	apply	apply	VERB
iassist-983	86	9	to	to	ADP
iassist-983	86	10	all	all	DET
iassist-983	86	11	respondents	respondent	NOUN
iassist-983	86	12	(	(	PUNCT
iassist-983	86	13	e.g.	e.g.	ADV
iassist-983	86	14	“	"	PUNCT
iassist-983	86	15	how	how	SCONJ
iassist-983	86	16	many	many	ADJ
iassist-983	86	17	years	year	NOUN
iassist-983	86	18	have	have	AUX
iassist-983	86	19	you	you	PRON
iassist-983	86	20	been	be	AUX
iassist-983	86	21	married	marry	VERB
iassist-983	86	22	?	?	PUNCT
iassist-983	86	23	”	"	PUNCT
iassist-983	86	24	)	)	PUNCT
iassist-983	86	25	,	,	PUNCT
iassist-983	86	26	and	and	CCONJ
iassist-983	86	27	respondents	respondent	NOUN
iassist-983	86	28	may	may	AUX
iassist-983	86	29	respond	respond	VERB
iassist-983	86	30	“	"	PUNCT
iassist-983	86	31	do	do	AUX
iassist-983	86	32	n’t	not	PART
iassist-983	86	33	know	know	VERB
iassist-983	86	34	”	"	PUNCT
iassist-983	86	35	or	or	CCONJ
iassist-983	86	36	simply	simply	ADV
iassist-983	86	37	refuse	refuse	VERB
iassist-983	86	38	to	to	PART
iassist-983	86	39	answer	answer	VERB
iassist-983	86	40	.	.	PUNCT
iassist-983	87	1	researchers	researcher	NOUN
iassist-983	87	2	need	need	VERB
iassist-983	87	3	to	to	PART
iassist-983	87	4	distinguish	distinguish	VERB
iassist-983	87	5	between	between	ADP
iassist-983	87	6	“	"	PUNCT
iassist-983	87	7	does	do	AUX
iassist-983	87	8	not	not	PART
iassist-983	87	9	apply	apply	VERB
iassist-983	87	10	”	"	PUNCT
iassist-983	87	11	,	,	PUNCT
iassist-983	87	12	“	"	PUNCT
iassist-983	87	13	do	do	AUX
iassist-983	87	14	n’t	not	PART
iassist-983	87	15	know	know	VERB
iassist-983	87	16	”	"	PUNCT
iassist-983	87	17	,	,	PUNCT
iassist-983	87	18	and	and	CCONJ
iassist-983	87	19	“	"	PUNCT
iassist-983	87	20	no	no	DET
iassist-983	87	21	response	response	NOUN
iassist-983	87	22	”	"	PUNCT
iassist-983	87	23	.	.	PUNCT
iassist-983	88	1	there	there	PRON
iassist-983	88	2	are	be	VERB
iassist-983	88	3	also	also	ADV
iassist-983	88	4	important	important	ADJ
iassist-983	88	5	differences	difference	NOUN
iassist-983	88	6	among	among	ADP
iassist-983	88	7	statistical	statistical	ADJ
iassist-983	88	8	packages	package	NOUN
iassist-983	88	9	in	in	ADP
iassist-983	88	10	the	the	DET
iassist-983	88	11	ways	way	NOUN
iassist-983	88	12	that	that	PRON
iassist-983	88	13	missing	miss	VERB
iassist-983	88	14	values	value	NOUN
iassist-983	88	15	in	in	ADP
iassist-983	88	16	logical	logical	ADJ
iassist-983	88	17	expressions	expression	NOUN
iassist-983	88	18	are	be	AUX
iassist-983	88	19	processed	process	VERB
iassist-983	88	20	.	.	PUNCT
iassist-983	89	1	spss	spss	PROPN
iassist-983	89	2	and	and	CCONJ
iassist-983	89	3	r	r	NOUN
iassist-983	89	4	use	use	VERB
iassist-983	89	5	three	three	NUM
iassist-983	89	6	-	-	PUNCT
iassist-983	89	7	valued	value	VERB
iassist-983	89	8	logic	logic	NOUN
iassist-983	89	9	in	in	ADP
iassist-983	89	10	which	which	PRON
iassist-983	89	11	a	a	DET
iassist-983	89	12	logical	logical	ADJ
iassist-983	89	13	expression	expression	NOUN
iassist-983	89	14	may	may	AUX
iassist-983	89	15	be	be	AUX
iassist-983	89	16	true	true	ADJ
iassist-983	89	17	,	,	PUNCT
iassist-983	89	18	false	false	ADJ
iassist-983	89	19	or	or	CCONJ
iassist-983	89	20	missing	missing	ADJ
iassist-983	89	21	.	.	PUNCT
iassist-983	90	1	sas	sas	PROPN
iassist-983	90	2	and	and	CCONJ
iassist-983	90	3	stata	stata	VERB
iassist-983	90	4	use	use	VERB
iassist-983	90	5	two	two	NUM
iassist-983	90	6	-	-	PUNCT
iassist-983	90	7	valued	value	VERB
iassist-983	90	8	logic	logic	NOUN
iassist-983	90	9	(	(	PUNCT
iassist-983	90	10	true	true	ADJ
iassist-983	90	11	or	or	CCONJ
iassist-983	90	12	false	false	ADJ
iassist-983	90	13	)	)	PUNCT
iassist-983	90	14	by	by	ADP
iassist-983	90	15	processing	process	VERB
iassist-983	90	16	missing	miss	VERB
iassist-983	90	17	values	value	NOUN
iassist-983	90	18	as	as	ADP
iassist-983	90	19	either	either	CCONJ
iassist-983	90	20	negative	negative	ADJ
iassist-983	90	21	or	or	CCONJ
iassist-983	90	22	positive	positive	ADJ
iassist-983	90	23	infinity	infinity	NOUN
iassist-983	90	24	.	.	PUNCT
iassist-983	91	1	thus	thus	ADV
iassist-983	91	2	,	,	PUNCT
iassist-983	91	3	if	if	SCONJ
iassist-983	91	4	the	the	DET
iassist-983	91	5	value	value	NOUN
iassist-983	91	6	of	of	ADP
iassist-983	91	7	varx	varx	NOUN
iassist-983	91	8	is	be	AUX
iassist-983	91	9	missing	missing	ADJ
iassist-983	91	10	,	,	PUNCT
iassist-983	91	11	the	the	DET
iassist-983	91	12	logical	logical	ADJ
iassist-983	91	13	expression	expression	NOUN
iassist-983	91	14	“	"	PUNCT
iassist-983	91	15	varx	varx	X
iassist-983	91	16	>	>	X
iassist-983	91	17	0	0	NUM
iassist-983	91	18	”	"	PUNCT
iassist-983	91	19	will	will	AUX
iassist-983	91	20	be	be	AUX
iassist-983	91	21	false	false	ADJ
iassist-983	91	22	in	in	ADP
iassist-983	91	23	sas	sa	NOUN
iassist-983	91	24	but	but	CCONJ
iassist-983	91	25	true	true	ADJ
iassist-983	91	26	in	in	ADP
iassist-983	91	27	stata	stata	NOUN
iassist-983	91	28	.	.	PUNCT
iassist-983	92	1	6	6	X
iassist-983	92	2	.	.	NUM
iassist-983	92	3	dataframes	dataframe	NOUN
iassist-983	92	4	and	and	CCONJ
iassist-983	92	5	files	file	NOUN
iassist-983	92	6	when	when	SCONJ
iassist-983	92	7	a	a	DET
iassist-983	92	8	statistical	statistical	ADJ
iassist-983	92	9	package	package	NOUN
iassist-983	92	10	is	be	AUX
iassist-983	92	11	in	in	ADP
iassist-983	92	12	operation	operation	NOUN
iassist-983	92	13	,	,	PUNCT
iassist-983	92	14	data	datum	NOUN
iassist-983	92	15	may	may	AUX
iassist-983	92	16	exist	exist	VERB
iassist-983	92	17	only	only	ADV
iassist-983	92	18	in	in	ADP
iassist-983	92	19	computer	computer	NOUN
iassist-983	92	20	memory	memory	NOUN
iassist-983	92	21	or	or	CCONJ
iassist-983	92	22	in	in	ADP
iassist-983	92	23	temporary	temporary	ADJ
iassist-983	92	24	storage	storage	NOUN
iassist-983	92	25	space	space	NOUN
iassist-983	92	26	.	.	PUNCT
iassist-983	93	1	a	a	DET
iassist-983	93	2	data	data	NOUN
iassist-983	93	3	transformation	transformation	NOUN
iassist-983	93	4	script	script	NOUN
iassist-983	93	5	may	may	AUX
iassist-983	93	6	create	create	VERB
iassist-983	93	7	any	any	DET
iassist-983	93	8	number	number	NOUN
iassist-983	93	9	of	of	ADP
iassist-983	93	10	temporary	temporary	ADJ
iassist-983	93	11	instances	instance	NOUN
iassist-983	93	12	of	of	ADP
iassist-983	93	13	the	the	DET
iassist-983	93	14	data	datum	NOUN
iassist-983	93	15	and	and	CCONJ
iassist-983	93	16	save	save	VERB
iassist-983	93	17	only	only	ADV
iassist-983	93	18	a	a	DET
iassist-983	93	19	few	few	ADJ
iassist-983	93	20	of	of	ADP
iassist-983	93	21	them	they	PRON
iassist-983	93	22	for	for	ADP
iassist-983	93	23	later	later	ADJ
iassist-983	93	24	use	use	NOUN
iassist-983	93	25	.	.	PUNCT
iassist-983	94	1	the	the	DET
iassist-983	94	2	c2metadata	c2metadata	ADJ
iassist-983	94	3	project	project	NOUN
iassist-983	94	4	adopted	adopt	VERB
iassist-983	94	5	the	the	DET
iassist-983	94	6	convention	convention	NOUN
iassist-983	94	7	of	of	ADP
iassist-983	94	8	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	94	9	5/26	5/26	NUM
iassist-983	94	10	alter	alter	NOUN
iassist-983	94	11	,	,	PUNCT
iassist-983	94	12	et	et	PROPN
iassist-983	94	13	al	al	PROPN
iassist-983	94	14	.	.	PROPN
iassist-983	95	1	(	(	PUNCT
iassist-983	95	2	2020	2020	NUM
iassist-983	95	3	)	)	PUNCT
iassist-983	95	4	provenance	provenance	NOUN
iassist-983	95	5	metadata	metadata	NOUN
iassist-983	95	6	for	for	ADP
iassist-983	95	7	statistical	statistical	ADJ
iassist-983	95	8	data	datum	NOUN
iassist-983	95	9	:	:	PUNCT
iassist-983	95	10	an	an	DET
iassist-983	95	11	introduction	introduction	NOUN
iassist-983	95	12	to	to	ADP
iassist-983	95	13	structured	structured	ADJ
iassist-983	95	14	data	datum	NOUN
iassist-983	95	15	transformation	transformation	NOUN
iassist-983	95	16	language	language	NOUN
iassist-983	95	17	(	(	PUNCT
iassist-983	95	18	sdtl	sdtl	NOUN
iassist-983	95	19	)	)	PUNCT
iassist-983	95	20	,	,	PUNCT
iassist-983	95	21	iassist	iassist	VERB
iassist-983	95	22	quarterly	quarterly	ADJ
iassist-983	95	23	44(4	44(4	NOUN
iassist-983	95	24	)	)	PUNCT
iassist-983	95	25	,	,	PUNCT
iassist-983	95	26	pp	pp	ADP
iassist-983	95	27	.	.	PUNCT
iassist-983	96	1	1	1	NUM
iassist-983	96	2	-	-	SYM
iassist-983	96	3	26	26	NUM
iassist-983	96	4	.	.	PUNCT
iassist-983	97	1	doi	doi	NOUN
iassist-983	97	2	:	:	PUNCT
iassist-983	97	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	97	4	using	use	VERB
iassist-983	97	5	“	"	PUNCT
iassist-983	97	6	dataframe	dataframe	PROPN
iassist-983	97	7	”	"	PUNCT
iassist-983	97	8	for	for	ADP
iassist-983	97	9	working	work	VERB
iassist-983	97	10	versions	version	NOUN
iassist-983	97	11	of	of	ADP
iassist-983	97	12	data	datum	NOUN
iassist-983	97	13	stored	store	VERB
iassist-983	97	14	in	in	ADP
iassist-983	97	15	memory	memory	NOUN
iassist-983	97	16	or	or	CCONJ
iassist-983	97	17	temporary	temporary	ADJ
iassist-983	97	18	storage	storage	NOUN
iassist-983	97	19	to	to	PART
iassist-983	97	20	distinguish	distinguish	VERB
iassist-983	97	21	them	they	PRON
iassist-983	97	22	from	from	ADP
iassist-983	97	23	data	datum	NOUN
iassist-983	97	24	in	in	ADP
iassist-983	97	25	files	file	NOUN
iassist-983	97	26	that	that	PRON
iassist-983	97	27	will	will	AUX
iassist-983	97	28	persist	persist	VERB
iassist-983	97	29	after	after	SCONJ
iassist-983	97	30	the	the	DET
iassist-983	97	31	transformation	transformation	NOUN
iassist-983	97	32	script	script	NOUN
iassist-983	97	33	is	be	AUX
iassist-983	97	34	completed	complete	VERB
iassist-983	97	35	.	.	PUNCT
iassist-983	98	1	elements	element	NOUN
iassist-983	98	2	of	of	ADP
iassist-983	98	3	sdtl	sdtl	NOUN
iassist-983	98	4	the	the	DET
iassist-983	98	5	elements	element	NOUN
iassist-983	98	6	of	of	ADP
iassist-983	98	7	sdtl	sdtl	NOUN
iassist-983	98	8	,	,	PUNCT
iassist-983	98	9	called	call	VERB
iassist-983	98	10	“	"	PUNCT
iassist-983	98	11	types	type	NOUN
iassist-983	98	12	,	,	PUNCT
iassist-983	98	13	”	"	PUNCT
iassist-983	98	14	are	be	AUX
iassist-983	98	15	divided	divide	VERB
iassist-983	98	16	into	into	ADP
iassist-983	98	17	groups	group	NOUN
iassist-983	98	18	as	as	SCONJ
iassist-983	98	19	shown	show	VERB
iassist-983	98	20	in	in	ADP
iassist-983	98	21	figure	figure	NOUN
iassist-983	98	22	1	1	NUM
iassist-983	98	23	.	.	PUNCT
iassist-983	99	1	commands	command	NOUN
iassist-983	99	2	are	be	AUX
iassist-983	99	3	found	find	VERB
iassist-983	99	4	in	in	ADP
iassist-983	99	5	commandbase	commandbase	NOUN
iassist-983	99	6	,	,	PUNCT
iassist-983	99	7	which	which	PRON
iassist-983	99	8	is	be	AUX
iassist-983	99	9	divided	divide	VERB
iassist-983	99	10	into	into	ADP
iassist-983	99	11	two	two	NUM
iassist-983	99	12	parts	part	NOUN
iassist-983	99	13	:	:	PUNCT
iassist-983	99	14	transformbase	transformbase	VERB
iassist-983	99	15	for	for	ADP
iassist-983	99	16	commands	command	NOUN
iassist-983	99	17	that	that	PRON
iassist-983	99	18	change	change	VERB
iassist-983	99	19	data	datum	NOUN
iassist-983	99	20	or	or	CCONJ
iassist-983	99	21	metadata	metadata	NOUN
iassist-983	99	22	and	and	CCONJ
iassist-983	99	23	informbase	informbase	VERB
iassist-983	99	24	for	for	ADP
iassist-983	99	25	types	type	NOUN
iassist-983	99	26	that	that	PRON
iassist-983	99	27	generate	generate	VERB
iassist-983	99	28	messages	message	NOUN
iassist-983	99	29	or	or	CCONJ
iassist-983	99	30	comments	comment	NOUN
iassist-983	99	31	.	.	PUNCT
iassist-983	100	1	expressionbase	expressionbase	NOUN
iassist-983	100	2	consists	consist	VERB
iassist-983	100	3	of	of	ADP
iassist-983	100	4	elements	element	NOUN
iassist-983	100	5	used	use	VERB
iassist-983	100	6	to	to	PART
iassist-983	100	7	construct	construct	VERB
iassist-983	100	8	numeric	numeric	ADV
iassist-983	100	9	,	,	PUNCT
iassist-983	100	10	text	text	NOUN
iassist-983	100	11	,	,	PUNCT
iassist-983	100	12	or	or	CCONJ
iassist-983	100	13	logical	logical	ADJ
iassist-983	100	14	expressions	expression	NOUN
iassist-983	100	15	within	within	ADP
iassist-983	100	16	commands	command	NOUN
iassist-983	100	17	.	.	PUNCT
iassist-983	101	1	types	type	NOUN
iassist-983	101	2	that	that	PRON
iassist-983	101	3	describe	describe	VERB
iassist-983	101	4	variables	variable	NOUN
iassist-983	101	5	are	be	AUX
iassist-983	101	6	in	in	ADP
iassist-983	101	7	variablereferencebase	variablereferencebase	NOUN
iassist-983	101	8	,	,	PUNCT
iassist-983	101	9	which	which	PRON
iassist-983	101	10	is	be	AUX
iassist-983	101	11	a	a	DET
iassist-983	101	12	sub	sub	NOUN
iassist-983	101	13	-	-	NOUN
iassist-983	101	14	category	category	NOUN
iassist-983	101	15	of	of	ADP
iassist-983	101	16	expressionbase	expressionbase	NOUN
iassist-983	101	17	.	.	PUNCT
iassist-983	102	1	the	the	DET
iassist-983	102	2	last	last	ADJ
iassist-983	102	3	group	group	NOUN
iassist-983	102	4	in	in	ADP
iassist-983	102	5	figure	figure	NOUN
iassist-983	102	6	1	1	NUM
iassist-983	102	7	,	,	PUNCT
iassist-983	102	8	“	"	PUNCT
iassist-983	102	9	types	type	NOUN
iassist-983	102	10	for	for	ADP
iassist-983	102	11	complex	complex	ADJ
iassist-983	102	12	properties	property	NOUN
iassist-983	102	13	,	,	PUNCT
iassist-983	102	14	”	"	PUNCT
iassist-983	102	15	is	be	AUX
iassist-983	102	16	used	use	VERB
iassist-983	102	17	when	when	SCONJ
iassist-983	102	18	a	a	DET
iassist-983	102	19	property	property	NOUN
iassist-983	102	20	of	of	ADP
iassist-983	102	21	a	a	DET
iassist-983	102	22	type	type	NOUN
iassist-983	102	23	has	have	VERB
iassist-983	102	24	more	more	ADJ
iassist-983	102	25	than	than	ADP
iassist-983	102	26	one	one	NUM
iassist-983	102	27	subproperty	subproperty	NOUN
iassist-983	102	28	.	.	PUNCT
iassist-983	103	1	the	the	DET
iassist-983	103	2	“	"	PUNCT
iassist-983	103	3	bases	basis	NOUN
iassist-983	103	4	”	"	PUNCT
iassist-983	103	5	shown	show	VERB
iassist-983	103	6	in	in	ADP
iassist-983	103	7	figure	figure	NOUN
iassist-983	103	8	1	1	NUM
iassist-983	103	9	are	be	AUX
iassist-983	103	10	hierarchical	hierarchical	ADJ
iassist-983	103	11	,	,	PUNCT
iassist-983	103	12	and	and	CCONJ
iassist-983	103	13	types	type	NOUN
iassist-983	103	14	inherit	inherit	VERB
iassist-983	103	15	properties	property	NOUN
iassist-983	103	16	from	from	ADP
iassist-983	103	17	higher	high	ADJ
iassist-983	103	18	levels	level	NOUN
iassist-983	103	19	.	.	PUNCT
iassist-983	104	1	for	for	ADP
iassist-983	104	2	example	example	NOUN
iassist-983	104	3	,	,	PUNCT
iassist-983	104	4	the	the	DET
iassist-983	104	5	messagetext	messagetext	ADJ
iassist-983	104	6	property	property	NOUN
iassist-983	104	7	is	be	AUX
iassist-983	104	8	available	available	ADJ
iassist-983	104	9	to	to	ADP
iassist-983	104	10	all	all	DET
iassist-983	104	11	types	type	NOUN
iassist-983	104	12	in	in	ADP
iassist-983	104	13	commandbase.6	commandbase.6	NOUN
iassist-983	104	14	tables	table	NOUN
iassist-983	104	15	1	1	NUM
iassist-983	104	16	-	-	SYM
iassist-983	104	17	5	5	NUM
iassist-983	104	18	list	list	NOUN
iassist-983	104	19	the	the	DET
iassist-983	104	20	sdtl	sdtl	NOUN
iassist-983	104	21	types	type	NOUN
iassist-983	104	22	under	under	ADP
iassist-983	104	23	the	the	DET
iassist-983	104	24	headings	heading	NOUN
iassist-983	104	25	shown	show	VERB
iassist-983	104	26	in	in	ADP
iassist-983	104	27	figure	figure	NOUN
iassist-983	104	28	1	1	NUM
iassist-983	104	29	.	.	PUNCT
iassist-983	104	30	figure	figure	NOUN
iassist-983	104	31	1	1	NUM
iassist-983	104	32	.	.	NOUN
iassist-983	105	1	sdtl	sdtl	NOUN
iassist-983	105	2	types	type	NOUN
iassist-983	105	3	hierarchy	hierarchy	VERB
iassist-983	105	4	transformbase	transformbase	VERB
iassist-983	105	5	the	the	DET
iassist-983	105	6	types	type	NOUN
iassist-983	105	7	belonging	belong	VERB
iassist-983	105	8	to	to	ADP
iassist-983	105	9	transformbase	transformbase	NOUN
iassist-983	105	10	are	be	AUX
iassist-983	105	11	commands	command	NOUN
iassist-983	105	12	that	that	PRON
iassist-983	105	13	change	change	VERB
iassist-983	105	14	data	datum	NOUN
iassist-983	105	15	or	or	CCONJ
iassist-983	105	16	provide	provide	VERB
iassist-983	105	17	information	information	NOUN
iassist-983	105	18	about	about	ADP
iassist-983	105	19	the	the	DET
iassist-983	105	20	data	datum	NOUN
iassist-983	105	21	to	to	ADP
iassist-983	105	22	a	a	DET
iassist-983	105	23	user	user	NOUN
iassist-983	105	24	.	.	PUNCT
iassist-983	106	1	all	all	DET
iassist-983	106	2	commands	command	NOUN
iassist-983	106	3	in	in	ADP
iassist-983	106	4	transformbase	transformbase	NOUN
iassist-983	106	5	also	also	ADV
iassist-983	106	6	inherit	inherit	VERB
iassist-983	106	7	properties	property	NOUN
iassist-983	106	8	from	from	ADP
iassist-983	106	9	commandbase	commandbase	NOUN
iassist-983	106	10	:	:	PUNCT
iassist-983	106	11	properties	property	NOUN
iassist-983	106	12	inherited	inherit	VERB
iassist-983	106	13	from	from	ADP
iassist-983	106	14	commandbase	commandbase	NOUN
iassist-983	106	15	:	:	PUNCT
iassist-983	106	16	command	command	VERB
iassist-983	106	17	the	the	DET
iassist-983	106	18	name	name	NOUN
iassist-983	106	19	of	of	ADP
iassist-983	106	20	a	a	DET
iassist-983	106	21	command	command	NOUN
iassist-983	106	22	sourceinformation	sourceinformation	NOUN
iassist-983	106	23	information	information	NOUN
iassist-983	106	24	about	about	ADP
iassist-983	106	25	the	the	DET
iassist-983	106	26	source	source	NOUN
iassist-983	106	27	of	of	ADP
iassist-983	106	28	the	the	DET
iassist-983	106	29	transform	transform	NOUN
iassist-983	106	30	command	command	NOUN
iassist-983	106	31	.	.	PUNCT
iassist-983	107	1	message	message	NOUN
iassist-983	107	2	adds	add	VERB
iassist-983	107	3	a	a	DET
iassist-983	107	4	message	message	NOUN
iassist-983	107	5	that	that	PRON
iassist-983	107	6	can	can	AUX
iassist-983	107	7	be	be	AUX
iassist-983	107	8	displayed	display	VERB
iassist-983	107	9	with	with	ADP
iassist-983	107	10	the	the	DET
iassist-983	107	11	command	command	NOUN
iassist-983	107	12	.	.	PUNCT
iassist-983	108	1	properties	property	NOUN
iassist-983	108	2	inherited	inherit	VERB
iassist-983	108	3	from	from	ADP
iassist-983	108	4	transformbase	transformbase	NOUN
iassist-983	108	5	:	:	PUNCT
iassist-983	108	6	producesdataframe	producesdataframe	NOUN
iassist-983	108	7	identifies	identify	VERB
iassist-983	108	8	the	the	DET
iassist-983	108	9	dataframe	dataframe	PROPN
iassist-983	108	10	which	which	PRON
iassist-983	108	11	this	this	DET
iassist-983	108	12	transform	transform	NOUN
iassist-983	108	13	produces	produce	VERB
iassist-983	108	14	.	.	PUNCT
iassist-983	109	1	consumesdataframe	consumesdataframe	NOUN
iassist-983	109	2	identifies	identify	VERB
iassist-983	109	3	the	the	DET
iassist-983	109	4	dataframe	dataframe	PROPN
iassist-983	109	5	which	which	PRON
iassist-983	109	6	this	this	DET
iassist-983	109	7	transform	transform	NOUN
iassist-983	109	8	acts	act	VERB
iassist-983	109	9	upon	upon	SCONJ
iassist-983	109	10	.	.	PUNCT
iassist-983	110	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	110	2	6/26	6/26	NUM
iassist-983	110	3	alter	alter	NOUN
iassist-983	110	4	,	,	PUNCT
iassist-983	110	5	et	et	PROPN
iassist-983	110	6	al	al	PROPN
iassist-983	110	7	.	.	PROPN
iassist-983	110	8	(	(	PUNCT
iassist-983	110	9	2020	2020	NUM
iassist-983	110	10	)	)	PUNCT
iassist-983	110	11	provenance	provenance	NOUN
iassist-983	110	12	metadata	metadata	NOUN
iassist-983	110	13	for	for	ADP
iassist-983	110	14	statistical	statistical	ADJ
iassist-983	110	15	data	datum	NOUN
iassist-983	110	16	:	:	PUNCT
iassist-983	110	17	an	an	DET
iassist-983	110	18	introduction	introduction	NOUN
iassist-983	110	19	to	to	ADP
iassist-983	110	20	structured	structured	ADJ
iassist-983	110	21	data	datum	NOUN
iassist-983	110	22	transformation	transformation	NOUN
iassist-983	110	23	language	language	NOUN
iassist-983	110	24	(	(	PUNCT
iassist-983	110	25	sdtl	sdtl	NOUN
iassist-983	110	26	)	)	PUNCT
iassist-983	110	27	,	,	PUNCT
iassist-983	110	28	iassist	iassist	VERB
iassist-983	110	29	quarterly	quarterly	ADJ
iassist-983	110	30	44(4	44(4	NOUN
iassist-983	110	31	)	)	PUNCT
iassist-983	110	32	,	,	PUNCT
iassist-983	110	33	pp	pp	ADP
iassist-983	110	34	.	.	PUNCT
iassist-983	111	1	1	1	NUM
iassist-983	111	2	-	-	SYM
iassist-983	111	3	26	26	NUM
iassist-983	111	4	.	.	PUNCT
iassist-983	112	1	doi	doi	NOUN
iassist-983	112	2	:	:	PUNCT
iassist-983	112	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	NOUN
iassist-983	112	4	in	in	ADP
iassist-983	112	5	table	table	NOUN
iassist-983	112	6	1	1	NUM
iassist-983	112	7	the	the	DET
iassist-983	112	8	commands	command	NOUN
iassist-983	112	9	in	in	ADP
iassist-983	112	10	transformbase	transformbase	NOUN
iassist-983	112	11	are	be	AUX
iassist-983	112	12	arranged	arrange	VERB
iassist-983	112	13	into	into	ADP
iassist-983	112	14	six	six	NUM
iassist-983	112	15	functional	functional	ADJ
iassist-983	112	16	sub	sub	NOUN
iassist-983	112	17	-	-	NOUN
iassist-983	112	18	groups	group	NOUN
iassist-983	112	19	.	.	PUNCT
iassist-983	113	1	there	there	PRON
iassist-983	113	2	are	be	VERB
iassist-983	113	3	only	only	ADV
iassist-983	113	4	four	four	NUM
iassist-983	113	5	sdtl	sdtl	NOUN
iassist-983	113	6	commands	command	NOUN
iassist-983	113	7	that	that	PRON
iassist-983	113	8	add	add	VERB
iassist-983	113	9	or	or	CCONJ
iassist-983	113	10	modify	modify	VERB
iassist-983	113	11	variables	variable	NOUN
iassist-983	113	12	without	without	ADP
iassist-983	113	13	changing	change	VERB
iassist-983	113	14	the	the	DET
iassist-983	113	15	structure	structure	NOUN
iassist-983	113	16	of	of	ADP
iassist-983	113	17	a	a	DET
iassist-983	113	18	dataframe	dataframe	PROPN
iassist-983	113	19	(	(	PUNCT
iassist-983	113	20	group	group	NOUN
iassist-983	113	21	a	a	NOUN
iassist-983	113	22	)	)	PUNCT
iassist-983	113	23	,	,	PUNCT
iassist-983	113	24	and	and	CCONJ
iassist-983	113	25	compute	compute	VERB
iassist-983	113	26	and	and	CCONJ
iassist-983	113	27	recode	recode	NOUN
iassist-983	113	28	are	be	AUX
iassist-983	113	29	by	by	ADP
iassist-983	113	30	far	far	ADV
iassist-983	113	31	the	the	DET
iassist-983	113	32	most	most	ADV
iassist-983	113	33	frequently	frequently	ADV
iassist-983	113	34	used	use	VERB
iassist-983	113	35	in	in	ADP
iassist-983	113	36	data	datum	NOUN
iassist-983	113	37	transformation	transformation	NOUN
iassist-983	113	38	scripts	script	NOUN
iassist-983	113	39	.	.	PUNCT
iassist-983	114	1	compute	compute	NOUN
iassist-983	114	2	assigns	assign	VERB
iassist-983	114	3	the	the	DET
iassist-983	114	4	value	value	NOUN
iassist-983	114	5	of	of	ADP
iassist-983	114	6	an	an	DET
iassist-983	114	7	expression	expression	NOUN
iassist-983	114	8	to	to	ADP
iassist-983	114	9	a	a	DET
iassist-983	114	10	variable	variable	NOUN
iassist-983	114	11	.	.	PUNCT
iassist-983	115	1	recode	recode	NOUN
iassist-983	115	2	converts	convert	NOUN
iassist-983	115	3	a	a	DET
iassist-983	115	4	continuous	continuous	ADJ
iassist-983	115	5	variable	variable	NOUN
iassist-983	115	6	into	into	ADP
iassist-983	115	7	categories	category	NOUN
iassist-983	115	8	.	.	PUNCT
iassist-983	116	1	commands	command	NOUN
iassist-983	116	2	in	in	ADP
iassist-983	116	3	group	group	PROPN
iassist-983	116	4	b	b	PROPN
iassist-983	116	5	operate	operate	VERB
iassist-983	116	6	only	only	ADV
iassist-983	116	7	on	on	ADP
iassist-983	116	8	metadata	metadata	NOUN
iassist-983	116	9	(	(	PUNCT
iassist-983	116	10	names	name	NOUN
iassist-983	116	11	,	,	PUNCT
iassist-983	116	12	labels	label	NOUN
iassist-983	116	13	,	,	PUNCT
iassist-983	116	14	data	datum	NOUN
iassist-983	116	15	type	type	NOUN
iassist-983	116	16	,	,	PUNCT
iassist-983	116	17	display	display	NOUN
iassist-983	116	18	properties	property	NOUN
iassist-983	116	19	)	)	PUNCT
iassist-983	116	20	.	.	PUNCT
iassist-983	117	1	load	load	NOUN
iassist-983	117	2	and	and	CCONJ
iassist-983	117	3	save	save	VERB
iassist-983	117	4	in	in	ADP
iassist-983	117	5	group	group	PROPN
iassist-983	117	6	c	c	PROPN
iassist-983	117	7	read	read	VERB
iassist-983	117	8	and	and	CCONJ
iassist-983	117	9	write	write	VERB
iassist-983	117	10	data	datum	NOUN
iassist-983	117	11	from	from	ADP
iassist-983	117	12	files	file	NOUN
iassist-983	117	13	into	into	ADP
iassist-983	117	14	dataframes	dataframe	NOUN
iassist-983	117	15	.	.	PUNCT
iassist-983	118	1	the	the	DET
iassist-983	118	2	commands	command	NOUN
iassist-983	118	3	in	in	ADP
iassist-983	118	4	group	group	NOUN
iassist-983	118	5	d	d	AUX
iassist-983	118	6	modify	modify	VERB
iassist-983	118	7	the	the	DET
iassist-983	118	8	structure	structure	NOUN
iassist-983	118	9	of	of	ADP
iassist-983	118	10	a	a	DET
iassist-983	118	11	dataframe	dataframe	ADJ
iassist-983	118	12	by	by	ADP
iassist-983	118	13	changing	change	VERB
iassist-983	118	14	the	the	DET
iassist-983	118	15	number	number	NOUN
iassist-983	118	16	of	of	ADP
iassist-983	118	17	rows	row	NOUN
iassist-983	118	18	or	or	CCONJ
iassist-983	118	19	columns	column	NOUN
iassist-983	118	20	.	.	PUNCT
iassist-983	119	1	commands	command	NOUN
iassist-983	119	2	that	that	PRON
iassist-983	119	3	control	control	VERB
iassist-983	119	4	the	the	DET
iassist-983	119	5	execution	execution	NOUN
iassist-983	119	6	of	of	ADP
iassist-983	119	7	a	a	DET
iassist-983	119	8	script	script	NOUN
iassist-983	119	9	(	(	PUNCT
iassist-983	119	10	group	group	NOUN
iassist-983	119	11	e	e	NOUN
iassist-983	119	12	)	)	PUNCT
iassist-983	119	13	are	be	AUX
iassist-983	119	14	discussed	discuss	VERB
iassist-983	119	15	below	below	ADV
iassist-983	119	16	.	.	PUNCT
iassist-983	120	1	table	table	NOUN
iassist-983	120	2	1	1	NUM
iassist-983	120	3	transformbase	transformbase	NOUN
iassist-983	120	4	:	:	PUNCT
iassist-983	120	5	sdtl	sdtl	NOUN
iassist-983	120	6	types	type	NOUN
iassist-983	120	7	that	that	PRON
iassist-983	120	8	change	change	VERB
iassist-983	120	9	a	a	DET
iassist-983	120	10	dataframe	dataframe	ADJ
iassist-983	120	11	a.	a.	NOUN
iassist-983	120	12	commands	command	NOUN
iassist-983	120	13	that	that	PRON
iassist-983	120	14	create	create	VERB
iassist-983	120	15	variables	variable	NOUN
iassist-983	120	16	or	or	CCONJ
iassist-983	120	17	change	change	VERB
iassist-983	120	18	the	the	DET
iassist-983	120	19	values	value	NOUN
iassist-983	120	20	of	of	ADP
iassist-983	120	21	a	a	DET
iassist-983	120	22	variable	variable	NOUN
iassist-983	120	23	aggregate	aggregate	VERB
iassist-983	120	24	an	an	DET
iassist-983	120	25	aggregation	aggregation	NOUN
iassist-983	120	26	summarizes	summarize	NOUN
iassist-983	120	27	data	datum	NOUN
iassist-983	120	28	using	use	VERB
iassist-983	120	29	aggregation	aggregation	NOUN
iassist-983	120	30	functions	function	NOUN
iassist-983	120	31	applied	apply	VERB
iassist-983	120	32	to	to	ADP
iassist-983	120	33	data	datum	NOUN
iassist-983	120	34	that	that	PRON
iassist-983	120	35	may	may	AUX
iassist-983	120	36	be	be	AUX
iassist-983	120	37	grouped	group	VERB
iassist-983	120	38	by	by	ADP
iassist-983	120	39	one	one	NUM
iassist-983	120	40	or	or	CCONJ
iassist-983	120	41	more	more	ADJ
iassist-983	120	42	variables	variable	NOUN
iassist-983	120	43	.	.	PUNCT
iassist-983	121	1	the	the	DET
iassist-983	121	2	resulting	result	VERB
iassist-983	121	3	summary	summary	NOUN
iassist-983	121	4	data	datum	NOUN
iassist-983	121	5	is	be	AUX
iassist-983	121	6	added	add	VERB
iassist-983	121	7	to	to	ADP
iassist-983	121	8	each	each	DET
iassist-983	121	9	row	row	NOUN
iassist-983	121	10	of	of	ADP
iassist-983	121	11	the	the	DET
iassist-983	121	12	existing	exist	VERB
iassist-983	121	13	dataset	dataset	NOUN
iassist-983	121	14	.	.	PUNCT
iassist-983	122	1	the	the	DET
iassist-983	122	2	sdtl	sdtl	NOUN
iassist-983	122	3	collapse	collapse	NOUN
iassist-983	122	4	command	command	NOUN
iassist-983	122	5	is	be	AUX
iassist-983	122	6	used	use	VERB
iassist-983	122	7	when	when	SCONJ
iassist-983	122	8	the	the	DET
iassist-983	122	9	summary	summary	NOUN
iassist-983	122	10	data	datum	NOUN
iassist-983	122	11	is	be	AUX
iassist-983	122	12	used	use	VERB
iassist-983	122	13	to	to	PART
iassist-983	122	14	create	create	VERB
iassist-983	122	15	a	a	DET
iassist-983	122	16	new	new	ADJ
iassist-983	122	17	dataframe	dataframe	NOUN
iassist-983	122	18	with	with	ADP
iassist-983	122	19	one	one	NUM
iassist-983	122	20	row	row	NOUN
iassist-983	122	21	per	per	ADP
iassist-983	122	22	group	group	NOUN
iassist-983	122	23	..	..	PUNCT
iassist-983	122	24	compute	compute	PROPN
iassist-983	122	25	assigns	assign	VERB
iassist-983	122	26	the	the	DET
iassist-983	122	27	value	value	NOUN
iassist-983	122	28	of	of	ADP
iassist-983	122	29	an	an	DET
iassist-983	122	30	expression	expression	NOUN
iassist-983	122	31	to	to	ADP
iassist-983	122	32	a	a	DET
iassist-983	122	33	variable	variable	NOUN
iassist-983	122	34	.	.	PUNCT
iassist-983	123	1	recode	recode	NOUN
iassist-983	123	2	describes	describe	VERB
iassist-983	123	3	recoding	recode	VERB
iassist-983	123	4	values	value	NOUN
iassist-983	123	5	in	in	ADP
iassist-983	123	6	one	one	NUM
iassist-983	123	7	or	or	CCONJ
iassist-983	123	8	more	more	ADJ
iassist-983	123	9	variables	variable	NOUN
iassist-983	123	10	according	accord	VERB
iassist-983	123	11	to	to	ADP
iassist-983	123	12	a	a	DET
iassist-983	123	13	specified	specified	ADJ
iassist-983	123	14	mapping	mapping	NOUN
iassist-983	123	15	.	.	PUNCT
iassist-983	124	1	the	the	DET
iassist-983	124	2	recode	recode	NOUN
iassist-983	124	3	command	command	NOUN
iassist-983	124	4	can	can	AUX
iassist-983	124	5	either	either	CCONJ
iassist-983	124	6	describe	describe	VERB
iassist-983	124	7	a	a	DET
iassist-983	124	8	recoding	recoding	NOUN
iassist-983	124	9	of	of	ADP
iassist-983	124	10	one	one	NUM
iassist-983	124	11	or	or	CCONJ
iassist-983	124	12	more	more	ADJ
iassist-983	124	13	individual	individual	ADJ
iassist-983	124	14	variables	variable	NOUN
iassist-983	124	15	,	,	PUNCT
iassist-983	124	16	or	or	CCONJ
iassist-983	124	17	a	a	DET
iassist-983	124	18	range	range	NOUN
iassist-983	124	19	of	of	ADP
iassist-983	124	20	variables	variable	NOUN
iassist-983	124	21	.	.	PUNCT
iassist-983	125	1	when	when	SCONJ
iassist-983	125	2	one	one	NUM
iassist-983	125	3	or	or	CCONJ
iassist-983	125	4	more	more	ADJ
iassist-983	125	5	individual	individual	ADJ
iassist-983	125	6	variables	variable	NOUN
iassist-983	125	7	are	be	AUX
iassist-983	125	8	described	describe	VERB
iassist-983	125	9	,	,	PUNCT
iassist-983	125	10	a	a	DET
iassist-983	125	11	new	new	ADJ
iassist-983	125	12	variable	variable	ADJ
iassist-983	125	13	name	name	NOUN
iassist-983	125	14	can	can	AUX
iassist-983	125	15	be	be	AUX
iassist-983	125	16	specified	specify	VERB
iassist-983	125	17	.	.	PUNCT
iassist-983	126	1	in	in	ADP
iassist-983	126	2	this	this	DET
iassist-983	126	3	case	case	NOUN
iassist-983	126	4	,	,	PUNCT
iassist-983	126	5	the	the	DET
iassist-983	126	6	original	original	ADJ
iassist-983	126	7	variable	variable	NOUN
iassist-983	126	8	is	be	AUX
iassist-983	126	9	left	leave	VERB
iassist-983	126	10	alone	alone	ADV
iassist-983	126	11	,	,	PUNCT
iassist-983	126	12	and	and	CCONJ
iassist-983	126	13	a	a	DET
iassist-983	126	14	new	new	ADJ
iassist-983	126	15	variable	variable	NOUN
iassist-983	126	16	is	be	AUX
iassist-983	126	17	created	create	VERB
iassist-983	126	18	with	with	ADP
iassist-983	126	19	the	the	DET
iassist-983	126	20	recoded	recode	VERB
iassist-983	126	21	values	value	NOUN
iassist-983	126	22	.	.	PUNCT
iassist-983	127	1	setmissingvalues	setmissingvalue	NOUN
iassist-983	127	2	defines	define	VERB
iassist-983	127	3	values	value	NOUN
iassist-983	127	4	that	that	PRON
iassist-983	127	5	are	be	AUX
iassist-983	127	6	treated	treat	VERB
iassist-983	127	7	as	as	ADP
iassist-983	127	8	missing	miss	VERB
iassist-983	127	9	values	value	NOUN
iassist-983	127	10	for	for	ADP
iassist-983	127	11	a	a	DET
iassist-983	127	12	list	list	NOUN
iassist-983	127	13	of	of	ADP
iassist-983	127	14	variables	variable	NOUN
iassist-983	127	15	.	.	PUNCT
iassist-983	128	1	b.	b.	PROPN
iassist-983	128	2	commands	command	NOUN
iassist-983	128	3	that	that	PRON
iassist-983	128	4	change	change	VERB
iassist-983	128	5	the	the	DET
iassist-983	128	6	metadata	metadata	NOUN
iassist-983	128	7	associated	associate	VERB
iassist-983	128	8	with	with	ADP
iassist-983	128	9	a	a	DET
iassist-983	128	10	variable	variable	ADJ
iassist-983	128	11	or	or	CCONJ
iassist-983	128	12	dataframe	dataframe	ADJ
iassist-983	128	13	rename	rename	ADJ
iassist-983	128	14	rename	rename	ADJ
iassist-983	128	15	changes	change	NOUN
iassist-983	128	16	the	the	DET
iassist-983	128	17	name	name	NOUN
iassist-983	128	18	of	of	ADP
iassist-983	128	19	a	a	DET
iassist-983	128	20	variable	variable	NOUN
iassist-983	128	21	or	or	CCONJ
iassist-983	128	22	list	list	NOUN
iassist-983	128	23	of	of	ADP
iassist-983	128	24	variables	variable	NOUN
iassist-983	128	25	.	.	PUNCT
iassist-983	129	1	setdatasetproperty	setdatasetproperty	NOUN
iassist-983	129	2	changes	change	VERB
iassist-983	129	3	a	a	DET
iassist-983	129	4	property	property	NOUN
iassist-983	129	5	of	of	ADP
iassist-983	129	6	a	a	DET
iassist-983	129	7	dataframe	dataframe	ADJ
iassist-983	129	8	.	.	PUNCT
iassist-983	130	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	130	2	7/26	7/26	NUM
iassist-983	130	3	alter	alter	NOUN
iassist-983	130	4	,	,	PUNCT
iassist-983	130	5	et	et	PROPN
iassist-983	130	6	al	al	PROPN
iassist-983	130	7	.	.	PROPN
iassist-983	130	8	(	(	PUNCT
iassist-983	130	9	2020	2020	NUM
iassist-983	130	10	)	)	PUNCT
iassist-983	130	11	provenance	provenance	NOUN
iassist-983	130	12	metadata	metadata	NOUN
iassist-983	130	13	for	for	ADP
iassist-983	130	14	statistical	statistical	ADJ
iassist-983	130	15	data	datum	NOUN
iassist-983	130	16	:	:	PUNCT
iassist-983	130	17	an	an	DET
iassist-983	130	18	introduction	introduction	NOUN
iassist-983	130	19	to	to	ADP
iassist-983	130	20	structured	structured	ADJ
iassist-983	130	21	data	datum	NOUN
iassist-983	130	22	transformation	transformation	NOUN
iassist-983	130	23	language	language	NOUN
iassist-983	130	24	(	(	PUNCT
iassist-983	130	25	sdtl	sdtl	NOUN
iassist-983	130	26	)	)	PUNCT
iassist-983	130	27	,	,	PUNCT
iassist-983	130	28	iassist	iassist	VERB
iassist-983	130	29	quarterly	quarterly	ADJ
iassist-983	130	30	44(4	44(4	NOUN
iassist-983	130	31	)	)	PUNCT
iassist-983	130	32	,	,	PUNCT
iassist-983	130	33	pp	pp	ADP
iassist-983	130	34	.	.	PUNCT
iassist-983	131	1	1	1	NUM
iassist-983	131	2	-	-	SYM
iassist-983	131	3	26	26	NUM
iassist-983	131	4	.	.	PUNCT
iassist-983	132	1	doi	doi	NOUN
iassist-983	132	2	:	:	PUNCT
iassist-983	132	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	NOUN
iassist-983	132	4	setdatatype	setdatatype	NOUN
iassist-983	132	5	sets	set	VERB
iassist-983	132	6	the	the	DET
iassist-983	132	7	data	data	NOUN
iassist-983	132	8	type	type	NOUN
iassist-983	132	9	of	of	ADP
iassist-983	132	10	a	a	DET
iassist-983	132	11	variable	variable	NOUN
iassist-983	132	12	or	or	CCONJ
iassist-983	132	13	list	list	NOUN
iassist-983	132	14	of	of	ADP
iassist-983	132	15	variables	variable	NOUN
iassist-983	132	16	.	.	PUNCT
iassist-983	133	1	setdisplayformat	setdisplayformat	PROPN
iassist-983	133	2	sets	set	VERB
iassist-983	133	3	the	the	DET
iassist-983	133	4	display	display	NOUN
iassist-983	133	5	or	or	CCONJ
iassist-983	133	6	output	output	NOUN
iassist-983	133	7	format	format	NOUN
iassist-983	133	8	for	for	ADP
iassist-983	133	9	a	a	DET
iassist-983	133	10	variable	variable	NOUN
iassist-983	133	11	or	or	CCONJ
iassist-983	133	12	list	list	NOUN
iassist-983	133	13	of	of	ADP
iassist-983	133	14	variables	variable	NOUN
iassist-983	133	15	.	.	PUNCT
iassist-983	134	1	setvaluelabels	setvaluelabel	NOUN
iassist-983	134	2	describes	describe	VERB
iassist-983	134	3	the	the	DET
iassist-983	134	4	assignment	assignment	NOUN
iassist-983	134	5	of	of	ADP
iassist-983	134	6	labels	label	NOUN
iassist-983	134	7	to	to	ADP
iassist-983	134	8	categorical	categorical	ADJ
iassist-983	134	9	values	value	NOUN
iassist-983	134	10	.	.	PUNCT
iassist-983	135	1	setvariablelabel	setvariablelabel	NOUN
iassist-983	135	2	describes	describe	VERB
iassist-983	135	3	the	the	DET
iassist-983	135	4	assignment	assignment	NOUN
iassist-983	135	5	of	of	ADP
iassist-983	135	6	a	a	DET
iassist-983	135	7	label	label	NOUN
iassist-983	135	8	to	to	ADP
iassist-983	135	9	a	a	DET
iassist-983	135	10	variable	variable	NOUN
iassist-983	135	11	.	.	PUNCT
iassist-983	136	1	c.	c.	PROPN
iassist-983	136	2	commands	command	VERB
iassist-983	136	3	that	that	PRON
iassist-983	136	4	read	read	VERB
iassist-983	136	5	or	or	CCONJ
iassist-983	136	6	write	write	VERB
iassist-983	136	7	files	file	NOUN
iassist-983	136	8	load	load	NOUN
iassist-983	136	9	load	load	NOUN
iassist-983	136	10	data	datum	NOUN
iassist-983	136	11	from	from	ADP
iassist-983	136	12	a	a	DET
iassist-983	136	13	file	file	NOUN
iassist-983	136	14	.	.	PUNCT
iassist-983	137	1	save	save	NOUN
iassist-983	137	2	writes	write	VERB
iassist-983	137	3	a	a	DET
iassist-983	137	4	dataset	dataset	NOUN
iassist-983	137	5	to	to	ADP
iassist-983	137	6	a	a	DET
iassist-983	137	7	file	file	NOUN
iassist-983	137	8	.	.	PUNCT
iassist-983	138	1	d.	d.	PROPN
iassist-983	138	2	commands	command	VERB
iassist-983	138	3	that	that	PRON
iassist-983	138	4	change	change	VERB
iassist-983	138	5	the	the	DET
iassist-983	138	6	structure	structure	NOUN
iassist-983	138	7	of	of	ADP
iassist-983	138	8	a	a	DET
iassist-983	138	9	dataframe	dataframe	ADJ
iassist-983	138	10	appenddatasets	appenddataset	NOUN
iassist-983	138	11	combines	combine	VERB
iassist-983	138	12	datasets	dataset	NOUN
iassist-983	138	13	by	by	ADP
iassist-983	138	14	concatenation	concatenation	NOUN
iassist-983	138	15	for	for	ADP
iassist-983	138	16	datasets	dataset	NOUN
iassist-983	138	17	with	with	ADP
iassist-983	138	18	the	the	DET
iassist-983	138	19	same	same	ADJ
iassist-983	138	20	or	or	CCONJ
iassist-983	138	21	overlapping	overlap	VERB
iassist-983	138	22	variables	variable	NOUN
iassist-983	138	23	.	.	PUNCT
iassist-983	139	1	collapse	collapse	VERB
iassist-983	139	2	a	a	DET
iassist-983	139	3	collapse	collapse	NOUN
iassist-983	139	4	command	command	NOUN
iassist-983	139	5	summarizes	summarize	NOUN
iassist-983	139	6	data	datum	NOUN
iassist-983	139	7	using	use	VERB
iassist-983	139	8	aggregation	aggregation	NOUN
iassist-983	139	9	functions	function	NOUN
iassist-983	139	10	applied	apply	VERB
iassist-983	139	11	to	to	ADP
iassist-983	139	12	data	datum	NOUN
iassist-983	139	13	that	that	PRON
iassist-983	139	14	may	may	AUX
iassist-983	139	15	be	be	AUX
iassist-983	139	16	grouped	group	VERB
iassist-983	139	17	by	by	ADP
iassist-983	139	18	one	one	NUM
iassist-983	139	19	or	or	CCONJ
iassist-983	139	20	more	more	ADJ
iassist-983	139	21	variables	variable	NOUN
iassist-983	139	22	.	.	PUNCT
iassist-983	140	1	the	the	DET
iassist-983	140	2	resulting	result	VERB
iassist-983	140	3	summary	summary	NOUN
iassist-983	140	4	data	datum	NOUN
iassist-983	140	5	is	be	AUX
iassist-983	140	6	represented	represent	VERB
iassist-983	140	7	in	in	ADP
iassist-983	140	8	a	a	DET
iassist-983	140	9	new	new	ADJ
iassist-983	140	10	dataset	dataset	NOUN
iassist-983	140	11	.	.	PUNCT
iassist-983	141	1	see	see	VERB
iassist-983	141	2	aggregate	aggregate	ADJ
iassist-983	141	3	for	for	ADP
iassist-983	141	4	adding	add	VERB
iassist-983	141	5	summary	summary	NOUN
iassist-983	141	6	variables	variable	NOUN
iassist-983	141	7	without	without	ADP
iassist-983	141	8	changing	change	VERB
iassist-983	141	9	the	the	DET
iassist-983	141	10	number	number	NOUN
iassist-983	141	11	of	of	ADP
iassist-983	141	12	rows	row	NOUN
iassist-983	141	13	.	.	PUNCT
iassist-983	142	1	dropcases	dropcase	NOUN
iassist-983	142	2	rows	row	NOUN
iassist-983	142	3	that	that	PRON
iassist-983	142	4	match	match	VERB
iassist-983	142	5	the	the	DET
iassist-983	142	6	selection	selection	NOUN
iassist-983	142	7	condition	condition	NOUN
iassist-983	142	8	are	be	AUX
iassist-983	142	9	deleted	delete	VERB
iassist-983	142	10	in	in	ADP
iassist-983	142	11	the	the	DET
iassist-983	142	12	dataset	dataset	NOUN
iassist-983	142	13	.	.	PUNCT
iassist-983	143	1	other	other	ADJ
iassist-983	143	2	rows	row	NOUN
iassist-983	143	3	are	be	AUX
iassist-983	143	4	retained	retain	VERB
iassist-983	143	5	.	.	PUNCT
iassist-983	144	1	dropvariables	dropvariables	PROPN
iassist-983	144	2	deletes	delete	VERB
iassist-983	144	3	variables	variable	NOUN
iassist-983	144	4	from	from	ADP
iassist-983	144	5	the	the	DET
iassist-983	144	6	dataset	dataset	NOUN
iassist-983	144	7	.	.	PUNCT
iassist-983	145	1	keepcases	keepcase	NOUN
iassist-983	145	2	rows	row	VERB
iassist-983	145	3	that	that	PRON
iassist-983	145	4	match	match	VERB
iassist-983	145	5	the	the	DET
iassist-983	145	6	selection	selection	NOUN
iassist-983	145	7	condition	condition	NOUN
iassist-983	145	8	are	be	AUX
iassist-983	145	9	retained	retain	VERB
iassist-983	145	10	in	in	ADP
iassist-983	145	11	the	the	DET
iassist-983	145	12	dataset	dataset	NOUN
iassist-983	145	13	.	.	PUNCT
iassist-983	146	1	other	other	ADJ
iassist-983	146	2	rows	row	NOUN
iassist-983	146	3	are	be	AUX
iassist-983	146	4	deleted	delete	VERB
iassist-983	146	5	.	.	PUNCT
iassist-983	147	1	keepvariables	keepvariable	NOUN
iassist-983	147	2	variables	variable	NOUN
iassist-983	147	3	to	to	PART
iassist-983	147	4	be	be	AUX
iassist-983	147	5	retained	retain	VERB
iassist-983	147	6	in	in	ADP
iassist-983	147	7	the	the	DET
iassist-983	147	8	dataset	dataset	NOUN
iassist-983	147	9	.	.	PUNCT
iassist-983	148	1	variables	variable	NOUN
iassist-983	148	2	not	not	PART
iassist-983	148	3	on	on	ADP
iassist-983	148	4	the	the	DET
iassist-983	148	5	list	list	NOUN
iassist-983	148	6	are	be	AUX
iassist-983	148	7	deleted	delete	VERB
iassist-983	148	8	.	.	PUNCT
iassist-983	149	1	mergedatasets	mergedataset	NOUN
iassist-983	149	2	merges	merge	VERB
iassist-983	149	3	datasets	dataset	NOUN
iassist-983	149	4	holding	hold	VERB
iassist-983	149	5	overlapping	overlap	VERB
iassist-983	149	6	cases	case	NOUN
iassist-983	149	7	but	but	CCONJ
iassist-983	149	8	different	different	ADJ
iassist-983	149	9	variables	variable	NOUN
iassist-983	149	10	.	.	PUNCT
iassist-983	150	1	the	the	DET
iassist-983	150	2	merge	merge	NOUN
iassist-983	150	3	may	may	AUX
iassist-983	150	4	be	be	AUX
iassist-983	150	5	controlled	control	VERB
iassist-983	150	6	by	by	ADP
iassist-983	150	7	keys	key	NOUN
iassist-983	150	8	or	or	CCONJ
iassist-983	150	9	grouping	group	VERB
iassist-983	150	10	variables	variable	NOUN
iassist-983	150	11	.	.	PUNCT
iassist-983	151	1	newdataframe	newdataframe	NOUN
iassist-983	151	2	creates	create	VERB
iassist-983	151	3	a	a	DET
iassist-983	151	4	new	new	ADJ
iassist-983	151	5	empty	empty	ADJ
iassist-983	151	6	dataframe	dataframe	PROPN
iassist-983	151	7	.	.	PUNCT
iassist-983	152	1	numbers	number	NOUN
iassist-983	152	2	of	of	ADP
iassist-983	152	3	rows	row	NOUN
iassist-983	152	4	or	or	CCONJ
iassist-983	152	5	columns	column	NOUN
iassist-983	152	6	may	may	AUX
iassist-983	152	7	be	be	AUX
iassist-983	152	8	specified	specify	VERB
iassist-983	152	9	.	.	PUNCT
iassist-983	153	1	all	all	DET
iassist-983	153	2	values	value	NOUN
iassist-983	153	3	are	be	AUX
iassist-983	153	4	assumed	assume	VERB
iassist-983	153	5	to	to	PART
iassist-983	153	6	be	be	AUX
iassist-983	153	7	missing	miss	VERB
iassist-983	153	8	.	.	PUNCT
iassist-983	154	1	reshapelong	reshapelong	PROPN
iassist-983	154	2	creates	create	VERB
iassist-983	154	3	a	a	DET
iassist-983	154	4	new	new	ADJ
iassist-983	154	5	dataset	dataset	NOUN
iassist-983	154	6	with	with	ADP
iassist-983	154	7	multiple	multiple	ADJ
iassist-983	154	8	rows	row	NOUN
iassist-983	154	9	per	per	ADP
iassist-983	154	10	case	case	NOUN
iassist-983	154	11	by	by	ADP
iassist-983	154	12	assigning	assign	VERB
iassist-983	154	13	a	a	DET
iassist-983	154	14	set	set	NOUN
iassist-983	154	15	of	of	ADP
iassist-983	154	16	variables	variable	NOUN
iassist-983	154	17	in	in	ADP
iassist-983	154	18	the	the	DET
iassist-983	154	19	original	original	ADJ
iassist-983	154	20	dataset	dataset	NOUN
iassist-983	154	21	to	to	ADP
iassist-983	154	22	a	a	DET
iassist-983	154	23	single	single	ADJ
iassist-983	154	24	variable	variable	NOUN
iassist-983	154	25	in	in	ADP
iassist-983	154	26	the	the	DET
iassist-983	154	27	new	new	ADJ
iassist-983	154	28	dataset	dataset	NOUN
iassist-983	154	29	.	.	PUNCT
iassist-983	155	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	155	2	8/26	8/26	NUM
iassist-983	155	3	alter	alter	PROPN
iassist-983	155	4	,	,	PUNCT
iassist-983	155	5	et	et	PROPN
iassist-983	155	6	al	al	PROPN
iassist-983	155	7	.	.	PROPN
iassist-983	155	8	(	(	PUNCT
iassist-983	155	9	2020	2020	NUM
iassist-983	155	10	)	)	PUNCT
iassist-983	155	11	provenance	provenance	NOUN
iassist-983	155	12	metadata	metadata	NOUN
iassist-983	155	13	for	for	ADP
iassist-983	155	14	statistical	statistical	ADJ
iassist-983	155	15	data	datum	NOUN
iassist-983	155	16	:	:	PUNCT
iassist-983	155	17	an	an	DET
iassist-983	155	18	introduction	introduction	NOUN
iassist-983	155	19	to	to	ADP
iassist-983	155	20	structured	structured	ADJ
iassist-983	155	21	data	datum	NOUN
iassist-983	155	22	transformation	transformation	NOUN
iassist-983	155	23	language	language	NOUN
iassist-983	155	24	(	(	PUNCT
iassist-983	155	25	sdtl	sdtl	NOUN
iassist-983	155	26	)	)	PUNCT
iassist-983	155	27	,	,	PUNCT
iassist-983	155	28	iassist	iassist	VERB
iassist-983	155	29	quarterly	quarterly	ADJ
iassist-983	155	30	44(4	44(4	NOUN
iassist-983	155	31	)	)	PUNCT
iassist-983	155	32	,	,	PUNCT
iassist-983	155	33	pp	pp	ADP
iassist-983	155	34	.	.	PUNCT
iassist-983	156	1	1	1	NUM
iassist-983	156	2	-	-	SYM
iassist-983	156	3	26	26	NUM
iassist-983	156	4	.	.	PUNCT
iassist-983	157	1	doi	doi	NOUN
iassist-983	157	2	:	:	PUNCT
iassist-983	157	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	157	4	reshapewide	reshapewide	NOUN
iassist-983	157	5	reshapewide	reshapewide	NOUN
iassist-983	157	6	is	be	AUX
iassist-983	157	7	not	not	PART
iassist-983	157	8	supported	support	VERB
iassist-983	157	9	in	in	ADP
iassist-983	157	10	the	the	DET
iassist-983	157	11	current	current	ADJ
iassist-983	157	12	version	version	NOUN
iassist-983	157	13	of	of	ADP
iassist-983	157	14	sdtl	sdtl	NOUN
iassist-983	157	15	,	,	PUNCT
iassist-983	157	16	because	because	SCONJ
iassist-983	157	17	it	it	PRON
iassist-983	157	18	depends	depend	VERB
iassist-983	157	19	on	on	ADP
iassist-983	157	20	values	value	NOUN
iassist-983	157	21	in	in	ADP
iassist-983	157	22	the	the	DET
iassist-983	157	23	data	datum	NOUN
iassist-983	157	24	.	.	PUNCT
iassist-983	158	1	however	however	ADV
iassist-983	158	2	,	,	PUNCT
iassist-983	158	3	it	it	PRON
iassist-983	158	4	may	may	AUX
iassist-983	158	5	be	be	AUX
iassist-983	158	6	useful	useful	ADJ
iassist-983	158	7	when	when	SCONJ
iassist-983	158	8	values	value	NOUN
iassist-983	158	9	of	of	ADP
iassist-983	158	10	the	the	DET
iassist-983	158	11	index	index	NOUN
iassist-983	158	12	variable	variable	NOUN
iassist-983	158	13	are	be	AUX
iassist-983	158	14	available	available	ADJ
iassist-983	158	15	in	in	ADP
iassist-983	158	16	the	the	DET
iassist-983	158	17	metadata	metadata	NOUN
iassist-983	158	18	file	file	NOUN
iassist-983	158	19	or	or	CCONJ
iassist-983	158	20	the	the	DET
iassist-983	158	21	data	datum	NOUN
iassist-983	158	22	can	can	AUX
iassist-983	158	23	be	be	AUX
iassist-983	158	24	processed	process	VERB
iassist-983	158	25	.	.	PUNCT
iassist-983	159	1	sortcases	sortcase	NOUN
iassist-983	159	2	sorts	sort	NOUN
iassist-983	159	3	rows	row	NOUN
iassist-983	159	4	in	in	ADP
iassist-983	159	5	the	the	DET
iassist-983	159	6	dataframe	dataframe	PROPN
iassist-983	159	7	in	in	ADP
iassist-983	159	8	a	a	DET
iassist-983	159	9	specified	specify	VERB
iassist-983	159	10	order	order	NOUN
iassist-983	159	11	.	.	PUNCT
iassist-983	160	1	e.	e.	PROPN
iassist-983	160	2	commands	command	VERB
iassist-983	160	3	that	that	PRON
iassist-983	160	4	control	control	VERB
iassist-983	160	5	the	the	DET
iassist-983	160	6	flow	flow	NOUN
iassist-983	160	7	of	of	ADP
iassist-983	160	8	operations	operation	NOUN
iassist-983	160	9	in	in	ADP
iassist-983	160	10	a	a	DET
iassist-983	160	11	script	script	NOUN
iassist-983	160	12	doif	doif	NOUN
iassist-983	160	13	a	a	DET
iassist-983	160	14	set	set	NOUN
iassist-983	160	15	of	of	ADP
iassist-983	160	16	commands	command	NOUN
iassist-983	160	17	that	that	PRON
iassist-983	160	18	are	be	AUX
iassist-983	160	19	performed	perform	VERB
iassist-983	160	20	when	when	SCONJ
iassist-983	160	21	a	a	DET
iassist-983	160	22	logical	logical	ADJ
iassist-983	160	23	expression	expression	NOUN
iassist-983	160	24	is	be	AUX
iassist-983	160	25	true	true	ADJ
iassist-983	160	26	.	.	PUNCT
iassist-983	161	1	may	may	AUX
iassist-983	161	2	also	also	ADV
iassist-983	161	3	include	include	VERB
iassist-983	161	4	elsecommands	elsecommand	NOUN
iassist-983	161	5	to	to	PART
iassist-983	161	6	be	be	AUX
iassist-983	161	7	performed	perform	VERB
iassist-983	161	8	if	if	SCONJ
iassist-983	161	9	the	the	DET
iassist-983	161	10	logical	logical	ADJ
iassist-983	161	11	expression	expression	NOUN
iassist-983	161	12	is	be	AUX
iassist-983	161	13	false	false	ADJ
iassist-983	161	14	.	.	PUNCT
iassist-983	162	1	the	the	DET
iassist-983	162	2	commands	command	NOUN
iassist-983	162	3	in	in	ADP
iassist-983	162	4	doif	doif	NOUN
iassist-983	162	5	are	be	AUX
iassist-983	162	6	performed	perform	VERB
iassist-983	162	7	once	once	ADV
iassist-983	162	8	,	,	PUNCT
iassist-983	162	9	and	and	CCONJ
iassist-983	162	10	it	it	PRON
iassist-983	162	11	expects	expect	VERB
iassist-983	162	12	a	a	DET
iassist-983	162	13	logical	logical	ADJ
iassist-983	162	14	condition	condition	NOUN
iassist-983	162	15	that	that	PRON
iassist-983	162	16	applies	apply	VERB
iassist-983	162	17	to	to	ADP
iassist-983	162	18	the	the	DET
iassist-983	162	19	entire	entire	ADJ
iassist-983	162	20	dataframe	dataframe	NOUN
iassist-983	162	21	.	.	PUNCT
iassist-983	163	1	use	use	NOUN
iassist-983	163	2	ifrows	ifrow	NOUN
iassist-983	163	3	for	for	ADP
iassist-983	163	4	commands	command	NOUN
iassist-983	163	5	that	that	PRON
iassist-983	163	6	are	be	AUX
iassist-983	163	7	performed	perform	VERB
iassist-983	163	8	on	on	ADP
iassist-983	163	9	each	each	DET
iassist-983	163	10	row	row	NOUN
iassist-983	163	11	depending	depend	VERB
iassist-983	163	12	upon	upon	SCONJ
iassist-983	163	13	values	value	NOUN
iassist-983	163	14	on	on	ADP
iassist-983	163	15	those	those	DET
iassist-983	163	16	rows	row	NOUN
iassist-983	163	17	.	.	PUNCT
iassist-983	164	1	execute	execute	VERB
iassist-983	164	2	this	this	DET
iassist-983	164	3	command	command	NOUN
iassist-983	164	4	causes	cause	VERB
iassist-983	164	5	the	the	DET
iassist-983	164	6	system	system	NOUN
iassist-983	164	7	to	to	PART
iassist-983	164	8	execute	execute	VERB
iassist-983	164	9	preceding	precede	VERB
iassist-983	164	10	commands	command	NOUN
iassist-983	164	11	before	before	ADP
iassist-983	164	12	continuing	continue	VERB
iassist-983	164	13	to	to	PART
iassist-983	164	14	process	process	VERB
iassist-983	164	15	the	the	DET
iassist-983	164	16	command	command	NOUN
iassist-983	164	17	script	script	NOUN
iassist-983	164	18	.	.	PUNCT
iassist-983	165	1	ifrows	ifrow	VERB
iassist-983	165	2	a	a	DET
iassist-983	165	3	set	set	NOUN
iassist-983	165	4	of	of	ADP
iassist-983	165	5	commands	command	NOUN
iassist-983	165	6	that	that	PRON
iassist-983	165	7	are	be	AUX
iassist-983	165	8	performed	perform	VERB
iassist-983	165	9	on	on	ADP
iassist-983	165	10	each	each	DET
iassist-983	165	11	row	row	NOUN
iassist-983	165	12	in	in	ADP
iassist-983	165	13	the	the	DET
iassist-983	165	14	dataframe	dataframe	PROPN
iassist-983	165	15	when	when	SCONJ
iassist-983	165	16	a	a	DET
iassist-983	165	17	logical	logical	ADJ
iassist-983	165	18	expression	expression	NOUN
iassist-983	165	19	is	be	AUX
iassist-983	165	20	true	true	ADJ
iassist-983	165	21	for	for	ADP
iassist-983	165	22	that	that	DET
iassist-983	165	23	row	row	NOUN
iassist-983	165	24	.	.	PUNCT
iassist-983	166	1	may	may	AUX
iassist-983	166	2	also	also	ADV
iassist-983	166	3	include	include	VERB
iassist-983	166	4	elsecommands	elsecommand	NOUN
iassist-983	166	5	to	to	PART
iassist-983	166	6	be	be	AUX
iassist-983	166	7	performed	perform	VERB
iassist-983	166	8	if	if	SCONJ
iassist-983	166	9	the	the	DET
iassist-983	166	10	logical	logical	ADJ
iassist-983	166	11	expression	expression	NOUN
iassist-983	166	12	is	be	AUX
iassist-983	166	13	false	false	ADJ
iassist-983	166	14	.	.	PUNCT
iassist-983	167	1	use	use	VERB
iassist-983	167	2	doif	doif	NOUN
iassist-983	167	3	for	for	ADP
iassist-983	167	4	a	a	DET
iassist-983	167	5	logical	logical	ADJ
iassist-983	167	6	condition	condition	NOUN
iassist-983	167	7	that	that	PRON
iassist-983	167	8	applies	apply	VERB
iassist-983	167	9	to	to	ADP
iassist-983	167	10	the	the	DET
iassist-983	167	11	entire	entire	ADJ
iassist-983	167	12	dataframe	dataframe	NOUN
iassist-983	167	13	and	and	CCONJ
iassist-983	167	14	commands	command	NOUN
iassist-983	167	15	that	that	PRON
iassist-983	167	16	are	be	AUX
iassist-983	167	17	performed	perform	VERB
iassist-983	167	18	once	once	ADV
iassist-983	167	19	.	.	PUNCT
iassist-983	168	1	loopoverlist	loopoverlist	ADJ
iassist-983	168	2	a	a	DET
iassist-983	168	3	loop	loop	NOUN
iassist-983	168	4	creates	create	VERB
iassist-983	168	5	multiple	multiple	ADJ
iassist-983	168	6	versions	version	NOUN
iassist-983	168	7	of	of	ADP
iassist-983	168	8	a	a	DET
iassist-983	168	9	set	set	NOUN
iassist-983	168	10	of	of	ADP
iassist-983	168	11	commands	command	NOUN
iassist-983	168	12	by	by	ADP
iassist-983	168	13	iterating	iterate	VERB
iassist-983	168	14	over	over	ADP
iassist-983	168	15	a	a	DET
iassist-983	168	16	list	list	NOUN
iassist-983	168	17	of	of	ADP
iassist-983	168	18	variables	variable	NOUN
iassist-983	168	19	,	,	PUNCT
iassist-983	168	20	numbers	number	NOUN
iassist-983	168	21	,	,	PUNCT
iassist-983	168	22	or	or	CCONJ
iassist-983	168	23	strings	string	NOUN
iassist-983	168	24	.	.	PUNCT
iassist-983	169	1	loopwhile	loopwhile	PROPN
iassist-983	169	2	loopwhile	loopwhile	PROPN
iassist-983	169	3	iterates	iterate	VERB
iassist-983	169	4	over	over	ADP
iassist-983	169	5	a	a	DET
iassist-983	169	6	set	set	NOUN
iassist-983	169	7	of	of	ADP
iassist-983	169	8	commands	command	NOUN
iassist-983	169	9	under	under	ADP
iassist-983	169	10	the	the	DET
iassist-983	169	11	control	control	NOUN
iassist-983	169	12	of	of	ADP
iassist-983	169	13	one	one	NUM
iassist-983	169	14	or	or	CCONJ
iassist-983	169	15	more	more	ADV
iassist-983	169	16	logical	logical	ADJ
iassist-983	169	17	expressions	expression	NOUN
iassist-983	169	18	.	.	PUNCT
iassist-983	170	1	since	since	SCONJ
iassist-983	170	2	the	the	DET
iassist-983	170	3	logical	logical	ADJ
iassist-983	170	4	conditions	condition	NOUN
iassist-983	170	5	typically	typically	ADV
iassist-983	170	6	depend	depend	VERB
iassist-983	170	7	upon	upon	SCONJ
iassist-983	170	8	values	value	NOUN
iassist-983	170	9	in	in	ADP
iassist-983	170	10	the	the	DET
iassist-983	170	11	data	datum	NOUN
iassist-983	170	12	,	,	PUNCT
iassist-983	170	13	commands	command	NOUN
iassist-983	170	14	executed	execute	VERB
iassist-983	170	15	in	in	ADP
iassist-983	170	16	a	a	DET
iassist-983	170	17	loopwhile	loopwhile	NOUN
iassist-983	170	18	can	can	AUX
iassist-983	170	19	not	not	PART
iassist-983	170	20	be	be	AUX
iassist-983	170	21	anticipated	anticipate	VERB
iassist-983	170	22	and	and	CCONJ
iassist-983	170	23	expanded	expand	VERB
iassist-983	170	24	in	in	ADP
iassist-983	170	25	sdtl	sdtl	NOUN
iassist-983	170	26	.	.	PUNCT
iassist-983	171	1	informbase	informbase	PROPN
iassist-983	171	2	table	table	NOUN
iassist-983	171	3	2	2	NUM
iassist-983	171	4	shows	show	VERB
iassist-983	171	5	informational	informational	ADJ
iassist-983	171	6	commands	command	NOUN
iassist-983	171	7	that	that	PRON
iassist-983	171	8	do	do	AUX
iassist-983	171	9	not	not	PART
iassist-983	171	10	describe	describe	VERB
iassist-983	171	11	changes	change	NOUN
iassist-983	171	12	to	to	ADP
iassist-983	171	13	the	the	DET
iassist-983	171	14	data	datum	NOUN
iassist-983	171	15	.	.	PUNCT
iassist-983	172	1	although	although	SCONJ
iassist-983	172	2	sdtl	sdtl	NOUN
iassist-983	172	3	does	do	AUX
iassist-983	172	4	not	not	PART
iassist-983	172	5	include	include	VERB
iassist-983	172	6	commands	command	NOUN
iassist-983	172	7	that	that	PRON
iassist-983	172	8	analyze	analyze	VERB
iassist-983	172	9	data	datum	NOUN
iassist-983	172	10	,	,	PUNCT
iassist-983	172	11	these	these	DET
iassist-983	172	12	commands	command	NOUN
iassist-983	172	13	can	can	AUX
iassist-983	172	14	be	be	AUX
iassist-983	172	15	transcribed	transcribe	VERB
iassist-983	172	16	verbatim	verbatim	ADJ
iassist-983	172	17	in	in	ADP
iassist-983	172	18	an	an	DET
iassist-983	172	19	sdtl	sdtl	NOUN
iassist-983	172	20	script	script	NOUN
iassist-983	172	21	with	with	ADP
iassist-983	172	22	the	the	DET
iassist-983	172	23	analysis	analysis	NOUN
iassist-983	172	24	command	command	NOUN
iassist-983	172	25	.	.	PUNCT
iassist-983	173	1	unsupported	unsupported	ADJ
iassist-983	173	2	is	be	AUX
iassist-983	173	3	used	use	VERB
iassist-983	173	4	for	for	ADP
iassist-983	173	5	commands	command	NOUN
iassist-983	173	6	that	that	PRON
iassist-983	173	7	our	our	PRON
iassist-983	173	8	parser	parser	NOUN
iassist-983	173	9	can	can	AUX
iassist-983	173	10	not	not	PART
iassist-983	173	11	translate	translate	VERB
iassist-983	173	12	into	into	ADP
iassist-983	173	13	sdtl	sdtl	NOUN
iassist-983	173	14	.	.	PUNCT
iassist-983	174	1	invalid	invalid	PROPN
iassist-983	174	2	is	be	AUX
iassist-983	174	3	used	use	VERB
iassist-983	174	4	when	when	SCONJ
iassist-983	174	5	the	the	DET
iassist-983	174	6	parser	parser	NOUN
iassist-983	174	7	recognizes	recognize	VERB
iassist-983	174	8	a	a	DET
iassist-983	174	9	command	command	NOUN
iassist-983	174	10	in	in	ADP
iassist-983	174	11	the	the	DET
iassist-983	174	12	source	source	NOUN
iassist-983	174	13	language	language	NOUN
iassist-983	174	14	but	but	CCONJ
iassist-983	174	15	its	its	PRON
iassist-983	174	16	syntax	syntax	NOUN
iassist-983	174	17	does	do	AUX
iassist-983	174	18	not	not	PART
iassist-983	174	19	conform	conform	VERB
iassist-983	174	20	to	to	ADP
iassist-983	174	21	expectations	expectation	NOUN
iassist-983	174	22	.	.	PUNCT
iassist-983	175	1	notransformop	notransformop	PROPN
iassist-983	175	2	was	be	AUX
iassist-983	175	3	created	create	VERB
iassist-983	175	4	for	for	ADP
iassist-983	175	5	commands	command	NOUN
iassist-983	175	6	in	in	ADP
iassist-983	175	7	the	the	DET
iassist-983	175	8	source	source	NOUN
iassist-983	175	9	language	language	NOUN
iassist-983	175	10	that	that	PRON
iassist-983	175	11	do	do	AUX
iassist-983	175	12	not	not	PART
iassist-983	175	13	play	play	VERB
iassist-983	175	14	a	a	DET
iassist-983	175	15	role	role	NOUN
iassist-983	175	16	in	in	ADP
iassist-983	175	17	sdtl	sdtl	NOUN
iassist-983	175	18	.	.	PUNCT
iassist-983	176	1	for	for	ADP
iassist-983	176	2	example	example	NOUN
iassist-983	176	3	,	,	PUNCT
iassist-983	176	4	r	r	NOUN
iassist-983	176	5	and	and	CCONJ
iassist-983	176	6	python	python	PROPN
iassist-983	176	7	install	install	NOUN
iassist-983	176	8	libraries	library	NOUN
iassist-983	176	9	that	that	PRON
iassist-983	176	10	may	may	AUX
iassist-983	176	11	change	change	VERB
iassist-983	176	12	the	the	DET
iassist-983	176	13	operation	operation	NOUN
iassist-983	176	14	of	of	ADP
iassist-983	176	15	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	176	16	9/26	9/26	NUM
iassist-983	176	17	alter	alter	NOUN
iassist-983	176	18	,	,	PUNCT
iassist-983	176	19	et	et	PROPN
iassist-983	176	20	al	al	PROPN
iassist-983	176	21	.	.	PROPN
iassist-983	177	1	(	(	PUNCT
iassist-983	177	2	2020	2020	NUM
iassist-983	177	3	)	)	PUNCT
iassist-983	177	4	provenance	provenance	NOUN
iassist-983	177	5	metadata	metadata	NOUN
iassist-983	177	6	for	for	ADP
iassist-983	177	7	statistical	statistical	ADJ
iassist-983	177	8	data	datum	NOUN
iassist-983	177	9	:	:	PUNCT
iassist-983	177	10	an	an	DET
iassist-983	177	11	introduction	introduction	NOUN
iassist-983	177	12	to	to	ADP
iassist-983	177	13	structured	structured	ADJ
iassist-983	177	14	data	datum	NOUN
iassist-983	177	15	transformation	transformation	NOUN
iassist-983	177	16	language	language	NOUN
iassist-983	177	17	(	(	PUNCT
iassist-983	177	18	sdtl	sdtl	NOUN
iassist-983	177	19	)	)	PUNCT
iassist-983	177	20	,	,	PUNCT
iassist-983	177	21	iassist	iassist	VERB
iassist-983	177	22	quarterly	quarterly	ADJ
iassist-983	177	23	44(4	44(4	NOUN
iassist-983	177	24	)	)	PUNCT
iassist-983	177	25	,	,	PUNCT
iassist-983	177	26	pp	pp	ADP
iassist-983	177	27	.	.	PUNCT
iassist-983	178	1	1	1	NUM
iassist-983	178	2	-	-	SYM
iassist-983	178	3	26	26	NUM
iassist-983	178	4	.	.	PUNCT
iassist-983	179	1	doi	doi	NOUN
iassist-983	179	2	:	:	PUNCT
iassist-983	179	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	NOUN
iassist-983	179	4	commands	command	VERB
iassist-983	179	5	.	.	PUNCT
iassist-983	180	1	even	even	ADV
iassist-983	180	2	though	though	SCONJ
iassist-983	180	3	the	the	DET
iassist-983	180	4	parser	parser	NOUN
iassist-983	180	5	has	have	AUX
iassist-983	180	6	translated	translate	VERB
iassist-983	180	7	these	these	DET
iassist-983	180	8	commands	command	NOUN
iassist-983	180	9	into	into	ADP
iassist-983	180	10	sdtl	sdtl	NOUN
iassist-983	180	11	,	,	PUNCT
iassist-983	180	12	the	the	DET
iassist-983	180	13	library	library	NOUN
iassist-983	180	14	may	may	AUX
iassist-983	180	15	be	be	AUX
iassist-983	180	16	relevant	relevant	ADJ
iassist-983	180	17	information	information	NOUN
iassist-983	180	18	for	for	ADP
iassist-983	180	19	some	some	DET
iassist-983	180	20	data	datum	NOUN
iassist-983	180	21	users	user	NOUN
iassist-983	180	22	.	.	PUNCT
iassist-983	181	1	table	table	NOUN
iassist-983	181	2	2	2	NUM
iassist-983	181	3	.	.	PUNCT
iassist-983	181	4	informbase	informbase	PROPN
iassist-983	181	5	:	:	PUNCT
iassist-983	181	6	commands	command	NOUN
iassist-983	181	7	that	that	PRON
iassist-983	181	8	provide	provide	VERB
iassist-983	181	9	information	information	NOUN
iassist-983	181	10	analysis	analysis	NOUN
iassist-983	181	11	describes	describe	VERB
iassist-983	181	12	an	an	DET
iassist-983	181	13	analysis	analysis	NOUN
iassist-983	181	14	command	command	NOUN
iassist-983	181	15	.	.	PUNCT
iassist-983	182	1	an	an	DET
iassist-983	182	2	analysis	analysis	NOUN
iassist-983	182	3	command	command	NOUN
iassist-983	182	4	does	do	AUX
iassist-983	182	5	not	not	PART
iassist-983	182	6	result	result	VERB
iassist-983	182	7	in	in	ADP
iassist-983	182	8	any	any	DET
iassist-983	182	9	data	datum	NOUN
iassist-983	182	10	transformation	transformation	NOUN
iassist-983	182	11	.	.	PUNCT
iassist-983	183	1	comment	comment	NOUN
iassist-983	183	2	describes	describe	VERB
iassist-983	183	3	a	a	DET
iassist-983	183	4	source	source	NOUN
iassist-983	183	5	code	code	NOUN
iassist-983	183	6	comment	comment	NOUN
iassist-983	183	7	.	.	PUNCT
iassist-983	184	1	invalid	invalid	PROPN
iassist-983	184	2	describes	describe	VERB
iassist-983	184	3	an	an	DET
iassist-983	184	4	invalid	invalid	ADJ
iassist-983	184	5	command	command	NOUN
iassist-983	184	6	.	.	PUNCT
iassist-983	185	1	a	a	DET
iassist-983	185	2	command	command	NOUN
iassist-983	185	3	is	be	AUX
iassist-983	185	4	invalid	invalid	ADJ
iassist-983	185	5	if	if	SCONJ
iassist-983	185	6	it	it	PRON
iassist-983	185	7	uses	use	VERB
iassist-983	185	8	incorrect	incorrect	ADJ
iassist-983	185	9	syntax	syntax	NOUN
iassist-983	185	10	,	,	PUNCT
iassist-983	185	11	or	or	CCONJ
iassist-983	185	12	is	be	AUX
iassist-983	185	13	otherwise	otherwise	ADV
iassist-983	185	14	not	not	PART
iassist-983	185	15	allowed	allow	VERB
iassist-983	185	16	by	by	ADP
iassist-983	185	17	the	the	DET
iassist-983	185	18	executing	execute	VERB
iassist-983	185	19	system	system	NOUN
iassist-983	185	20	.	.	PUNCT
iassist-983	186	1	message	message	NOUN
iassist-983	186	2	inserts	insert	VERB
iassist-983	186	3	message	message	NOUN
iassist-983	186	4	text	text	NOUN
iassist-983	186	5	in	in	ADP
iassist-983	186	6	the	the	DET
iassist-983	186	7	sdtl	sdtl	NOUN
iassist-983	186	8	file	file	NOUN
iassist-983	186	9	.	.	PUNCT
iassist-983	187	1	notransformop	notransformop	NOUN
iassist-983	187	2	notransformop	notransformop	NOUN
iassist-983	187	3	is	be	AUX
iassist-983	187	4	used	use	VERB
iassist-983	187	5	for	for	ADP
iassist-983	187	6	a	a	DET
iassist-983	187	7	command	command	NOUN
iassist-983	187	8	in	in	ADP
iassist-983	187	9	the	the	DET
iassist-983	187	10	original	original	ADJ
iassist-983	187	11	script	script	NOUN
iassist-983	187	12	that	that	PRON
iassist-983	187	13	provides	provide	VERB
iassist-983	187	14	important	important	ADJ
iassist-983	187	15	information	information	NOUN
iassist-983	187	16	but	but	CCONJ
iassist-983	187	17	does	do	AUX
iassist-983	187	18	not	not	PART
iassist-983	187	19	have	have	VERB
iassist-983	187	20	a	a	DET
iassist-983	187	21	function	function	NOUN
iassist-983	187	22	in	in	ADP
iassist-983	187	23	sdtl	sdtl	NOUN
iassist-983	187	24	.	.	PUNCT
iassist-983	188	1	for	for	ADP
iassist-983	188	2	example	example	NOUN
iassist-983	188	3	,	,	PUNCT
iassist-983	188	4	“	"	PUNCT
iassist-983	188	5	library	library	NOUN
iassist-983	188	6	(	(	PUNCT
iassist-983	188	7	)	)	PUNCT
iassist-983	188	8	”	"	PUNCT
iassist-983	188	9	in	in	ADP
iassist-983	188	10	r	r	NOUN
iassist-983	188	11	loads	load	VERB
iassist-983	188	12	a	a	DET
iassist-983	188	13	package	package	NOUN
iassist-983	188	14	of	of	ADP
iassist-983	188	15	r	r	NOUN
iassist-983	188	16	functions	function	NOUN
iassist-983	188	17	.	.	PUNCT
iassist-983	189	1	since	since	SCONJ
iassist-983	189	2	the	the	DET
iassist-983	189	3	parser	parser	NOUN
iassist-983	189	4	detects	detect	VERB
iassist-983	189	5	the	the	DET
iassist-983	189	6	library	library	NOUN
iassist-983	189	7	,	,	PUNCT
iassist-983	189	8	the	the	DET
iassist-983	189	9	sdtl	sdtl	NOUN
iassist-983	189	10	will	will	AUX
iassist-983	189	11	reflect	reflect	VERB
iassist-983	189	12	the	the	DET
iassist-983	189	13	library	library	NOUN
iassist-983	189	14	that	that	PRON
iassist-983	189	15	is	be	AUX
iassist-983	189	16	used	use	VERB
iassist-983	189	17	,	,	PUNCT
iassist-983	189	18	and	and	CCONJ
iassist-983	189	19	commands	command	NOUN
iassist-983	189	20	derived	derive	VERB
iassist-983	189	21	from	from	ADP
iassist-983	189	22	the	the	DET
iassist-983	189	23	library	library	NOUN
iassist-983	189	24	will	will	AUX
iassist-983	189	25	be	be	AUX
iassist-983	189	26	translated	translate	VERB
iassist-983	189	27	in	in	ADP
iassist-983	189	28	the	the	DET
iassist-983	189	29	sdtl	sdtl	NOUN
iassist-983	189	30	script	script	NOUN
iassist-983	189	31	.	.	PUNCT
iassist-983	190	1	however	however	ADV
iassist-983	190	2	,	,	PUNCT
iassist-983	190	3	it	it	PRON
iassist-983	190	4	is	be	AUX
iassist-983	190	5	useful	useful	ADJ
iassist-983	190	6	to	to	PART
iassist-983	190	7	know	know	VERB
iassist-983	190	8	which	which	DET
iassist-983	190	9	library	library	NOUN
iassist-983	190	10	is	be	AUX
iassist-983	190	11	active	active	ADJ
iassist-983	190	12	for	for	ADP
iassist-983	190	13	auditing	audit	VERB
iassist-983	190	14	the	the	DET
iassist-983	190	15	r	r	NOUN
iassist-983	190	16	script	script	NOUN
iassist-983	190	17	,	,	PUNCT
iassist-983	190	18	even	even	ADV
iassist-983	190	19	if	if	SCONJ
iassist-983	190	20	it	it	PRON
iassist-983	190	21	does	do	AUX
iassist-983	190	22	not	not	PART
iassist-983	190	23	perform	perform	VERB
iassist-983	190	24	any	any	DET
iassist-983	190	25	data	data	NOUN
iassist-983	190	26	transformations	transformation	NOUN
iassist-983	190	27	.	.	PUNCT
iassist-983	191	1	unsupported	unsupported	ADJ
iassist-983	191	2	describes	describe	VERB
iassist-983	191	3	an	an	DET
iassist-983	191	4	unsupported	unsupported	ADJ
iassist-983	191	5	command	command	NOUN
iassist-983	191	6	.	.	PUNCT
iassist-983	192	1	an	an	DET
iassist-983	192	2	unsupported	unsupported	ADJ
iassist-983	192	3	command	command	NOUN
iassist-983	192	4	is	be	AUX
iassist-983	192	5	valid	valid	ADJ
iassist-983	192	6	syntax	syntax	NOUN
iassist-983	192	7	,	,	PUNCT
iassist-983	192	8	but	but	CCONJ
iassist-983	192	9	not	not	PART
iassist-983	192	10	supported	support	VERB
iassist-983	192	11	by	by	ADP
iassist-983	192	12	the	the	DET
iassist-983	192	13	parsing	parsing	NOUN
iassist-983	192	14	application	application	NOUN
iassist-983	192	15	.	.	PUNCT
iassist-983	193	1	expressionbase	expressionbase	VERB
iassist-983	193	2	the	the	DET
iassist-983	193	3	sdtl	sdtl	NOUN
iassist-983	193	4	types	type	NOUN
iassist-983	193	5	in	in	ADP
iassist-983	193	6	table	table	NOUN
iassist-983	193	7	3	3	NUM
iassist-983	193	8	(	(	PUNCT
iassist-983	193	9	expressionbase	expressionbase	NOUN
iassist-983	193	10	)	)	PUNCT
iassist-983	193	11	are	be	AUX
iassist-983	193	12	used	use	VERB
iassist-983	193	13	in	in	ADP
iassist-983	193	14	expressions	expression	NOUN
iassist-983	193	15	,	,	PUNCT
iassist-983	193	16	which	which	PRON
iassist-983	193	17	may	may	AUX
iassist-983	193	18	be	be	AUX
iassist-983	193	19	numeric	numeric	ADJ
iassist-983	193	20	,	,	PUNCT
iassist-983	193	21	text	text	NOUN
iassist-983	193	22	,	,	PUNCT
iassist-983	193	23	datetime	datetime	NOUN
iassist-983	193	24	,	,	PUNCT
iassist-983	193	25	or	or	CCONJ
iassist-983	193	26	logical	logical	ADJ
iassist-983	193	27	.	.	PUNCT
iassist-983	194	1	the	the	DET
iassist-983	194	2	most	most	ADV
iassist-983	194	3	powerful	powerful	ADJ
iassist-983	194	4	of	of	ADP
iassist-983	194	5	these	these	DET
iassist-983	194	6	types	type	NOUN
iassist-983	194	7	is	be	AUX
iassist-983	194	8	functioncallexpression	functioncallexpression	NOUN
iassist-983	194	9	,	,	PUNCT
iassist-983	194	10	which	which	PRON
iassist-983	194	11	is	be	AUX
iassist-983	194	12	a	a	DET
iassist-983	194	13	reference	reference	NOUN
iassist-983	194	14	to	to	ADP
iassist-983	194	15	the	the	DET
iassist-983	194	16	function	function	NOUN
iassist-983	194	17	library	library	NOUN
iassist-983	194	18	discussed	discuss	VERB
iassist-983	194	19	below	below	ADV
iassist-983	194	20	.	.	PUNCT
iassist-983	195	1	variablereferencebase	variablereferencebase	NOUN
iassist-983	195	2	(	(	PUNCT
iassist-983	195	3	table	table	NOUN
iassist-983	195	4	4	4	NUM
iassist-983	195	5	)	)	PUNCT
iassist-983	195	6	is	be	AUX
iassist-983	195	7	a	a	DET
iassist-983	195	8	subcategory	subcategory	NOUN
iassist-983	195	9	of	of	ADP
iassist-983	195	10	expressionbase	expressionbase	NOUN
iassist-983	195	11	used	use	VERB
iassist-983	195	12	to	to	PART
iassist-983	195	13	describe	describe	VERB
iassist-983	195	14	the	the	DET
iassist-983	195	15	variables	variable	NOUN
iassist-983	195	16	used	use	VERB
iassist-983	195	17	in	in	ADP
iassist-983	195	18	an	an	DET
iassist-983	195	19	expression	expression	NOUN
iassist-983	195	20	.	.	PUNCT
iassist-983	196	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	196	2	10/26	10/26	NUM
iassist-983	196	3	alter	alter	NOUN
iassist-983	196	4	,	,	PUNCT
iassist-983	196	5	et	et	PROPN
iassist-983	196	6	al	al	PROPN
iassist-983	196	7	.	.	PROPN
iassist-983	196	8	(	(	PUNCT
iassist-983	196	9	2020	2020	NUM
iassist-983	196	10	)	)	PUNCT
iassist-983	196	11	provenance	provenance	NOUN
iassist-983	196	12	metadata	metadata	NOUN
iassist-983	196	13	for	for	ADP
iassist-983	196	14	statistical	statistical	ADJ
iassist-983	196	15	data	datum	NOUN
iassist-983	196	16	:	:	PUNCT
iassist-983	196	17	an	an	DET
iassist-983	196	18	introduction	introduction	NOUN
iassist-983	196	19	to	to	ADP
iassist-983	196	20	structured	structured	ADJ
iassist-983	196	21	data	datum	NOUN
iassist-983	196	22	transformation	transformation	NOUN
iassist-983	196	23	language	language	NOUN
iassist-983	196	24	(	(	PUNCT
iassist-983	196	25	sdtl	sdtl	NOUN
iassist-983	196	26	)	)	PUNCT
iassist-983	196	27	,	,	PUNCT
iassist-983	196	28	iassist	iassist	VERB
iassist-983	196	29	quarterly	quarterly	ADJ
iassist-983	196	30	44(4	44(4	NOUN
iassist-983	196	31	)	)	PUNCT
iassist-983	196	32	,	,	PUNCT
iassist-983	196	33	pp	pp	ADP
iassist-983	196	34	.	.	PUNCT
iassist-983	197	1	1	1	NUM
iassist-983	197	2	-	-	SYM
iassist-983	197	3	26	26	NUM
iassist-983	197	4	.	.	PUNCT
iassist-983	198	1	doi	doi	NOUN
iassist-983	198	2	:	:	PUNCT
iassist-983	198	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	NOUN
iassist-983	198	4	table	table	NOUN
iassist-983	198	5	3	3	NUM
iassist-983	198	6	.	.	PUNCT
iassist-983	198	7	expressionbase	expressionbase	NOUN
iassist-983	198	8	:	:	PUNCT
iassist-983	198	9	sdtl	sdtl	NOUN
iassist-983	198	10	types	type	NOUN
iassist-983	198	11	used	use	VERB
iassist-983	198	12	in	in	ADP
iassist-983	198	13	expressions	expression	NOUN
iassist-983	198	14	booleanconstantexpression	booleanconstantexpression	NOUN
iassist-983	198	15	booleanconstantexpression	booleanconstantexpression	NOUN
iassist-983	198	16	takes	take	VERB
iassist-983	198	17	values	value	NOUN
iassist-983	198	18	of	of	ADP
iassist-983	198	19	true	true	ADJ
iassist-983	198	20	and	and	CCONJ
iassist-983	198	21	false	false	ADJ
iassist-983	198	22	.	.	PUNCT
iassist-983	199	1	datetimeconstant	datetimeconstant	PROPN
iassist-983	199	2	describes	describe	VERB
iassist-983	199	3	a	a	DET
iassist-983	199	4	date	date	NOUN
iassist-983	199	5	or	or	CCONJ
iassist-983	199	6	date	date	NOUN
iassist-983	199	7	-	-	PUNCT
iassist-983	199	8	time	time	NOUN
iassist-983	199	9	combination	combination	NOUN
iassist-983	199	10	using	use	VERB
iassist-983	199	11	an	an	DET
iassist-983	199	12	iso	iso	NOUN
iassist-983	199	13	8601	8601	NUM
iassist-983	199	14	compliant	compliant	ADJ
iassist-983	199	15	string	string	NOUN
iassist-983	199	16	.	.	PUNCT
iassist-983	200	1	functioncallexpression	functioncallexpression	NOUN
iassist-983	200	2	an	an	DET
iassist-983	200	3	expression	expression	NOUN
iassist-983	200	4	evaluated	evaluate	VERB
iassist-983	200	5	by	by	ADP
iassist-983	200	6	reference	reference	NOUN
iassist-983	200	7	to	to	ADP
iassist-983	200	8	the	the	DET
iassist-983	200	9	function	function	NOUN
iassist-983	200	10	library	library	NOUN
iassist-983	200	11	.	.	PUNCT
iassist-983	201	1	groupedexpression	groupedexpression	NOUN
iassist-983	201	2	a	a	DET
iassist-983	201	3	group	group	NOUN
iassist-983	201	4	of	of	ADP
iassist-983	201	5	expressions	expression	NOUN
iassist-983	201	6	to	to	PART
iassist-983	201	7	be	be	AUX
iassist-983	201	8	evaluated	evaluate	VERB
iassist-983	201	9	before	before	ADP
iassist-983	201	10	expressions	expression	NOUN
iassist-983	201	11	outside	outside	ADP
iassist-983	201	12	of	of	ADP
iassist-983	201	13	the	the	DET
iassist-983	201	14	group	group	NOUN
iassist-983	201	15	.	.	PUNCT
iassist-983	202	1	used	use	VERB
iassist-983	202	2	to	to	PART
iassist-983	202	3	control	control	VERB
iassist-983	202	4	the	the	DET
iassist-983	202	5	order	order	NOUN
iassist-983	202	6	of	of	ADP
iassist-983	202	7	operations	operation	NOUN
iassist-983	202	8	in	in	ADP
iassist-983	202	9	a	a	DET
iassist-983	202	10	formula	formula	NOUN
iassist-983	202	11	.	.	PUNCT
iassist-983	203	1	iteratorsymbolexpression	iteratorsymbolexpression	VERB
iassist-983	203	2	the	the	DET
iassist-983	203	3	name	name	NOUN
iassist-983	203	4	of	of	ADP
iassist-983	203	5	an	an	DET
iassist-983	203	6	iterator	iterator	NOUN
iassist-983	203	7	symbol	symbol	NOUN
iassist-983	203	8	used	use	VERB
iassist-983	203	9	as	as	ADP
iassist-983	203	10	an	an	DET
iassist-983	203	11	index	index	NOUN
iassist-983	203	12	in	in	ADP
iassist-983	203	13	describing	describe	VERB
iassist-983	203	14	the	the	DET
iassist-983	203	15	actions	action	NOUN
iassist-983	203	16	of	of	ADP
iassist-983	203	17	a	a	DET
iassist-983	203	18	loop	loop	NOUN
iassist-983	203	19	.	.	PUNCT
iassist-983	204	1	missingvalueconstantexpression	missingvalueconstantexpression	PROPN
iassist-983	204	2	a	a	DET
iassist-983	204	3	missing	miss	VERB
iassist-983	204	4	value	value	NOUN
iassist-983	204	5	constant	constant	ADJ
iassist-983	204	6	.	.	PUNCT
iassist-983	205	1	some	some	DET
iassist-983	205	2	languages	language	NOUN
iassist-983	205	3	allow	allow	VERB
iassist-983	205	4	multiple	multiple	ADJ
iassist-983	205	5	missing	missing	ADJ
iassist-983	205	6	value	value	NOUN
iassist-983	205	7	constants	constant	NOUN
iassist-983	205	8	.	.	PUNCT
iassist-983	206	1	numberrangeexpression	numberrangeexpression	NOUN
iassist-983	206	2	defines	define	VERB
iassist-983	206	3	a	a	DET
iassist-983	206	4	range	range	NOUN
iassist-983	206	5	of	of	ADP
iassist-983	206	6	numeric	numeric	ADJ
iassist-983	206	7	values	value	NOUN
iassist-983	206	8	.	.	PUNCT
iassist-983	207	1	numericconstantexpression	numericconstantexpression	NOUN
iassist-983	207	2	a	a	DET
iassist-983	207	3	numeric	numeric	ADJ
iassist-983	207	4	constant	constant	ADJ
iassist-983	207	5	.	.	PUNCT
iassist-983	207	6	numericmaximumvalueexpression	numericmaximumvalueexpression	NOUN
iassist-983	207	7	represents	represent	VERB
iassist-983	207	8	the	the	DET
iassist-983	207	9	largest	large	ADJ
iassist-983	207	10	numeric	numeric	ADJ
iassist-983	207	11	value	value	NOUN
iassist-983	207	12	supported	support	VERB
iassist-983	207	13	by	by	ADP
iassist-983	207	14	a	a	DET
iassist-983	207	15	system	system	NOUN
iassist-983	207	16	.	.	PUNCT
iassist-983	208	1	numericminimumvalueexpression	numericminimumvalueexpression	NOUN
iassist-983	208	2	represents	represent	VERB
iassist-983	208	3	the	the	DET
iassist-983	208	4	smallest	small	ADJ
iassist-983	208	5	numeric	numeric	ADJ
iassist-983	208	6	value	value	NOUN
iassist-983	208	7	supported	support	VERB
iassist-983	208	8	by	by	ADP
iassist-983	208	9	a	a	DET
iassist-983	208	10	system	system	NOUN
iassist-983	208	11	.	.	PUNCT
iassist-983	209	1	stringconstantexpression	stringconstantexpression	NOUN
iassist-983	209	2	a	a	DET
iassist-983	209	3	text	text	NOUN
iassist-983	209	4	string	string	NOUN
iassist-983	209	5	.	.	PUNCT
iassist-983	210	1	stringrangeexpression	stringrangeexpression	NOUN
iassist-983	210	2	defines	define	VERB
iassist-983	210	3	a	a	DET
iassist-983	210	4	range	range	NOUN
iassist-983	210	5	of	of	ADP
iassist-983	210	6	string	string	NOUN
iassist-983	210	7	values	value	NOUN
iassist-983	210	8	.	.	PUNCT
iassist-983	211	1	timedurationconstant	timedurationconstant	PROPN
iassist-983	211	2	describes	describe	VERB
iassist-983	211	3	a	a	DET
iassist-983	211	4	duration	duration	NOUN
iassist-983	211	5	of	of	ADP
iassist-983	211	6	time	time	NOUN
iassist-983	211	7	using	use	VERB
iassist-983	211	8	an	an	DET
iassist-983	211	9	iso	iso	NOUN
iassist-983	211	10	8601	8601	NUM
iassist-983	211	11	compliant	compliant	ADJ
iassist-983	211	12	string	string	NOUN
iassist-983	211	13	.	.	PUNCT
iassist-983	212	1	unhandledvaluesexpression	unhandledvaluesexpression	NOUN
iassist-983	212	2	represents	represent	VERB
iassist-983	212	3	any	any	DET
iassist-983	212	4	values	value	NOUN
iassist-983	212	5	not	not	PART
iassist-983	212	6	previously	previously	ADV
iassist-983	212	7	handled	handle	VERB
iassist-983	212	8	(	(	PUNCT
iassist-983	212	9	for	for	ADP
iassist-983	212	10	example	example	NOUN
iassist-983	212	11	,	,	PUNCT
iassist-983	212	12	in	in	ADP
iassist-983	212	13	a	a	DET
iassist-983	212	14	set	set	NOUN
iassist-983	212	15	of	of	ADP
iassist-983	212	16	recode	recode	ADJ
iassist-983	212	17	rules	rule	NOUN
iassist-983	212	18	)	)	PUNCT
iassist-983	212	19	.	.	PUNCT
iassist-983	213	1	valuelistexpression	valuelistexpression	NOUN
iassist-983	213	2	wraps	wrap	VERB
iassist-983	213	3	a	a	DET
iassist-983	213	4	list	list	NOUN
iassist-983	213	5	of	of	ADP
iassist-983	213	6	other	other	ADJ
iassist-983	213	7	expressions	expression	NOUN
iassist-983	213	8	.	.	PUNCT
iassist-983	214	1	variablereferencebase	variablereferencebase	NOUN
iassist-983	214	2	sdtl	sdtl	NOUN
iassist-983	214	3	types	type	NOUN
iassist-983	214	4	used	use	VERB
iassist-983	214	5	to	to	PART
iassist-983	214	6	describe	describe	VERB
iassist-983	214	7	variables	variable	NOUN
iassist-983	214	8	.	.	PUNCT
iassist-983	215	1	see	see	VERB
iassist-983	215	2	table	table	NOUN
iassist-983	215	3	4	4	NUM
iassist-983	215	4	.	.	PUNCT
iassist-983	215	5	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	215	6	11/26	11/26	NUM
iassist-983	215	7	alter	alter	NOUN
iassist-983	215	8	,	,	PUNCT
iassist-983	215	9	et	et	PROPN
iassist-983	215	10	al	al	PROPN
iassist-983	215	11	.	.	PROPN
iassist-983	216	1	(	(	PUNCT
iassist-983	216	2	2020	2020	NUM
iassist-983	216	3	)	)	PUNCT
iassist-983	216	4	provenance	provenance	NOUN
iassist-983	216	5	metadata	metadata	NOUN
iassist-983	216	6	for	for	ADP
iassist-983	216	7	statistical	statistical	ADJ
iassist-983	216	8	data	datum	NOUN
iassist-983	216	9	:	:	PUNCT
iassist-983	216	10	an	an	DET
iassist-983	216	11	introduction	introduction	NOUN
iassist-983	216	12	to	to	ADP
iassist-983	216	13	structured	structured	ADJ
iassist-983	216	14	data	datum	NOUN
iassist-983	216	15	transformation	transformation	NOUN
iassist-983	216	16	language	language	NOUN
iassist-983	216	17	(	(	PUNCT
iassist-983	216	18	sdtl	sdtl	NOUN
iassist-983	216	19	)	)	PUNCT
iassist-983	216	20	,	,	PUNCT
iassist-983	216	21	iassist	iassist	VERB
iassist-983	216	22	quarterly	quarterly	ADJ
iassist-983	216	23	44(4	44(4	NOUN
iassist-983	216	24	)	)	PUNCT
iassist-983	216	25	,	,	PUNCT
iassist-983	216	26	pp	pp	ADP
iassist-983	216	27	.	.	PUNCT
iassist-983	217	1	1	1	NUM
iassist-983	217	2	-	-	SYM
iassist-983	217	3	26	26	NUM
iassist-983	217	4	.	.	PUNCT
iassist-983	218	1	doi	doi	NOUN
iassist-983	218	2	:	:	PUNCT
iassist-983	218	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	NOUN
iassist-983	218	4	table	table	NOUN
iassist-983	218	5	4	4	NUM
iassist-983	218	6	.	.	PUNCT
iassist-983	218	7	variablereferencebase	variablereferencebase	NOUN
iassist-983	218	8	:	:	PUNCT
iassist-983	218	9	sdtl	sdtl	NOUN
iassist-983	218	10	types	type	NOUN
iassist-983	218	11	used	use	VERB
iassist-983	218	12	to	to	PART
iassist-983	218	13	describe	describe	VERB
iassist-983	218	14	variables	variable	NOUN
iassist-983	218	15	in	in	ADP
iassist-983	218	16	expressions	expression	NOUN
iassist-983	218	17	allnumericvariablesexpression	allnumericvariablesexpression	NOUN
iassist-983	218	18	an	an	DET
iassist-983	218	19	expression	expression	NOUN
iassist-983	218	20	that	that	PRON
iassist-983	218	21	represents	represent	VERB
iassist-983	218	22	all	all	DET
iassist-983	218	23	numeric	numeric	ADJ
iassist-983	218	24	variables	variable	NOUN
iassist-983	218	25	in	in	ADP
iassist-983	218	26	the	the	DET
iassist-983	218	27	dataset	dataset	NOUN
iassist-983	218	28	,	,	PUNCT
iassist-983	218	29	similar	similar	ADJ
iassist-983	218	30	to	to	ADP
iassist-983	218	31	`	`	PUNCT
iassist-983	218	32	_	_	PUNCT
iassist-983	218	33	all	all	PRON
iassist-983	218	34	`	`	PUNCT
iassist-983	218	35	in	in	ADP
iassist-983	218	36	spss	spss	PROPN
iassist-983	218	37	or	or	CCONJ
iassist-983	218	38	stata	stata	NOUN
iassist-983	218	39	.	.	PUNCT
iassist-983	219	1	alltextvariablesexpression	alltextvariablesexpression	NOUN
iassist-983	219	2	an	an	DET
iassist-983	219	3	expression	expression	NOUN
iassist-983	219	4	that	that	PRON
iassist-983	219	5	represents	represent	VERB
iassist-983	219	6	all	all	DET
iassist-983	219	7	text	text	NOUN
iassist-983	219	8	variables	variable	NOUN
iassist-983	219	9	in	in	ADP
iassist-983	219	10	the	the	DET
iassist-983	219	11	dataset	dataset	NOUN
iassist-983	219	12	,	,	PUNCT
iassist-983	219	13	similar	similar	ADJ
iassist-983	219	14	to	to	ADP
iassist-983	219	15	`	`	PUNCT
iassist-983	219	16	_	_	PUNCT
iassist-983	219	17	all	all	PRON
iassist-983	219	18	`	`	PUNCT
iassist-983	219	19	in	in	ADP
iassist-983	219	20	spss	spss	PROPN
iassist-983	219	21	or	or	CCONJ
iassist-983	219	22	stata	stata	NOUN
iassist-983	219	23	.	.	PUNCT
iassist-983	220	1	allvariablesexpression	allvariablesexpression	VERB
iassist-983	220	2	an	an	DET
iassist-983	220	3	expression	expression	NOUN
iassist-983	220	4	that	that	PRON
iassist-983	220	5	represents	represent	VERB
iassist-983	220	6	all	all	DET
iassist-983	220	7	variables	variable	NOUN
iassist-983	220	8	in	in	ADP
iassist-983	220	9	the	the	DET
iassist-983	220	10	dataset	dataset	NOUN
iassist-983	220	11	,	,	PUNCT
iassist-983	220	12	similar	similar	ADJ
iassist-983	220	13	to	to	ADP
iassist-983	220	14	_	_	NOUN
iassist-983	220	15	all	all	PRON
iassist-983	220	16	in	in	ADP
iassist-983	220	17	spss	spss	PROPN
iassist-983	220	18	or	or	CCONJ
iassist-983	220	19	stata	stata	NOUN
iassist-983	220	20	.	.	PUNCT
iassist-983	221	1	compositevariablenameexpression	compositevariablenameexpression	NOUN
iassist-983	221	2	a	a	DET
iassist-983	221	3	composite	composite	ADJ
iassist-983	221	4	variable	variable	ADJ
iassist-983	221	5	name	name	NOUN
iassist-983	221	6	is	be	AUX
iassist-983	221	7	used	use	VERB
iassist-983	221	8	to	to	PART
iassist-983	221	9	describe	describe	VERB
iassist-983	221	10	a	a	DET
iassist-983	221	11	variable	variable	ADJ
iassist-983	221	12	name	name	NOUN
iassist-983	221	13	that	that	PRON
iassist-983	221	14	is	be	AUX
iassist-983	221	15	computed	compute	VERB
iassist-983	221	16	.	.	PUNCT
iassist-983	222	1	variablelistexpression	variablelistexpression	NOUN
iassist-983	222	2	a	a	DET
iassist-983	222	3	list	list	NOUN
iassist-983	222	4	of	of	ADP
iassist-983	222	5	variables	variable	NOUN
iassist-983	222	6	,	,	PUNCT
iassist-983	222	7	which	which	PRON
iassist-983	222	8	may	may	AUX
iassist-983	222	9	include	include	VERB
iassist-983	222	10	variable	variable	ADJ
iassist-983	222	11	names	name	NOUN
iassist-983	222	12	(	(	PUNCT
iassist-983	222	13	variablesymbolexpression	variablesymbolexpression	NOUN
iassist-983	222	14	)	)	PUNCT
iassist-983	222	15	and	and	CCONJ
iassist-983	222	16	variable	variable	ADJ
iassist-983	222	17	ranges	range	NOUN
iassist-983	222	18	(	(	PUNCT
iassist-983	222	19	variablerangeexpression	variablerangeexpression	NOUN
iassist-983	222	20	)	)	PUNCT
iassist-983	222	21	.	.	PUNCT
iassist-983	223	1	variablerangeexpression	variablerangeexpression	NOUN
iassist-983	223	2	a	a	DET
iassist-983	223	3	list	list	NOUN
iassist-983	223	4	of	of	ADP
iassist-983	223	5	variables	variable	NOUN
iassist-983	223	6	in	in	ADP
iassist-983	223	7	adjacent	adjacent	ADJ
iassist-983	223	8	columns	column	NOUN
iassist-983	223	9	defined	define	VERB
iassist-983	223	10	by	by	ADP
iassist-983	223	11	the	the	DET
iassist-983	223	12	variable	variable	ADJ
iassist-983	223	13	names	name	NOUN
iassist-983	223	14	of	of	ADP
iassist-983	223	15	first	first	ADJ
iassist-983	223	16	and	and	CCONJ
iassist-983	223	17	last	last	ADJ
iassist-983	223	18	columns	column	NOUN
iassist-983	223	19	.	.	PUNCT
iassist-983	224	1	variablesymbolexpression	variablesymbolexpression	NOUN
iassist-983	224	2	a	a	DET
iassist-983	224	3	reference	reference	NOUN
iassist-983	224	4	to	to	ADP
iassist-983	224	5	a	a	DET
iassist-983	224	6	variable	variable	NOUN
iassist-983	224	7	.	.	PUNCT
iassist-983	225	1	table	table	NOUN
iassist-983	225	2	5	5	NUM
iassist-983	225	3	includes	include	VERB
iassist-983	225	4	types	type	NOUN
iassist-983	225	5	that	that	PRON
iassist-983	225	6	were	be	AUX
iassist-983	225	7	created	create	VERB
iassist-983	225	8	to	to	PART
iassist-983	225	9	represent	represent	VERB
iassist-983	225	10	complex	complex	ADJ
iassist-983	225	11	properties	property	NOUN
iassist-983	225	12	of	of	ADP
iassist-983	225	13	other	other	ADJ
iassist-983	225	14	commands	command	NOUN
iassist-983	225	15	.	.	PUNCT
iassist-983	226	1	for	for	ADP
iassist-983	226	2	example	example	NOUN
iassist-983	226	3	,	,	PUNCT
iassist-983	226	4	every	every	DET
iassist-983	226	5	type	type	NOUN
iassist-983	226	6	in	in	ADP
iassist-983	226	7	commandbase	commandbase	NOUN
iassist-983	226	8	uses	use	VERB
iassist-983	226	9	sourceinformation	sourceinformation	NOUN
iassist-983	226	10	to	to	PART
iassist-983	226	11	show	show	VERB
iassist-983	226	12	the	the	DET
iassist-983	226	13	original	original	ADJ
iassist-983	226	14	language	language	NOUN
iassist-983	226	15	of	of	ADP
iassist-983	226	16	each	each	DET
iassist-983	226	17	command	command	NOUN
iassist-983	226	18	and	and	CCONJ
iassist-983	226	19	its	its	PRON
iassist-983	226	20	location	location	NOUN
iassist-983	226	21	in	in	ADP
iassist-983	226	22	the	the	DET
iassist-983	226	23	command	command	NOUN
iassist-983	226	24	script	script	NOUN
iassist-983	226	25	.	.	PUNCT
iassist-983	227	1	appenddatasets	appenddataset	NOUN
iassist-983	227	2	and	and	CCONJ
iassist-983	227	3	mergedatasets	mergedataset	NOUN
iassist-983	227	4	,	,	PUNCT
iassist-983	227	5	which	which	PRON
iassist-983	227	6	operate	operate	VERB
iassist-983	227	7	on	on	ADP
iassist-983	227	8	more	more	ADJ
iassist-983	227	9	than	than	ADP
iassist-983	227	10	one	one	NUM
iassist-983	227	11	file	file	NOUN
iassist-983	227	12	use	use	NOUN
iassist-983	227	13	types	type	NOUN
iassist-983	227	14	appendfiledescription	appendfiledescription	NOUN
iassist-983	227	15	and	and	CCONJ
iassist-983	227	16	mergefiledescription	mergefiledescription	NOUN
iassist-983	227	17	to	to	PART
iassist-983	227	18	capture	capture	VERB
iassist-983	227	19	a	a	DET
iassist-983	227	20	number	number	NOUN
iassist-983	227	21	of	of	ADP
iassist-983	227	22	properties	property	NOUN
iassist-983	227	23	associated	associate	VERB
iassist-983	227	24	with	with	ADP
iassist-983	227	25	each	each	DET
iassist-983	227	26	file	file	NOUN
iassist-983	227	27	.	.	PUNCT
iassist-983	228	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	228	2	12/26	12/26	NUM
iassist-983	228	3	alter	alter	NOUN
iassist-983	228	4	,	,	PUNCT
iassist-983	228	5	et	et	PROPN
iassist-983	228	6	al	al	PROPN
iassist-983	228	7	.	.	PROPN
iassist-983	228	8	(	(	PUNCT
iassist-983	228	9	2020	2020	NUM
iassist-983	228	10	)	)	PUNCT
iassist-983	228	11	provenance	provenance	NOUN
iassist-983	228	12	metadata	metadata	NOUN
iassist-983	228	13	for	for	ADP
iassist-983	228	14	statistical	statistical	ADJ
iassist-983	228	15	data	datum	NOUN
iassist-983	228	16	:	:	PUNCT
iassist-983	228	17	an	an	DET
iassist-983	228	18	introduction	introduction	NOUN
iassist-983	228	19	to	to	ADP
iassist-983	228	20	structured	structured	ADJ
iassist-983	228	21	data	datum	NOUN
iassist-983	228	22	transformation	transformation	NOUN
iassist-983	228	23	language	language	NOUN
iassist-983	228	24	(	(	PUNCT
iassist-983	228	25	sdtl	sdtl	NOUN
iassist-983	228	26	)	)	PUNCT
iassist-983	228	27	,	,	PUNCT
iassist-983	228	28	iassist	iassist	VERB
iassist-983	228	29	quarterly	quarterly	ADJ
iassist-983	228	30	44(4	44(4	NOUN
iassist-983	228	31	)	)	PUNCT
iassist-983	228	32	,	,	PUNCT
iassist-983	228	33	pp	pp	ADP
iassist-983	228	34	.	.	PUNCT
iassist-983	229	1	1	1	NUM
iassist-983	229	2	-	-	SYM
iassist-983	229	3	26	26	NUM
iassist-983	229	4	.	.	PUNCT
iassist-983	230	1	doi	doi	NOUN
iassist-983	230	2	:	:	PUNCT
iassist-983	230	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	NOUN
iassist-983	230	4	table	table	NOUN
iassist-983	230	5	5	5	NUM
iassist-983	230	6	.	.	PUNCT
iassist-983	230	7	types	type	NOUN
iassist-983	230	8	for	for	ADP
iassist-983	230	9	complex	complex	ADJ
iassist-983	230	10	properties	property	NOUN
iassist-983	230	11	in	in	ADP
iassist-983	230	12	sdtl	sdtl	NOUN
iassist-983	230	13	commands	command	NOUN
iassist-983	230	14	appendfiledescription	appendfiledescription	NOUN
iassist-983	230	15	describes	describe	VERB
iassist-983	230	16	files	file	NOUN
iassist-983	230	17	used	use	VERB
iassist-983	230	18	in	in	ADP
iassist-983	230	19	an	an	DET
iassist-983	230	20	appenddatasets	appenddataset	NOUN
iassist-983	230	21	command	command	NOUN
iassist-983	230	22	.	.	PUNCT
iassist-983	231	1	dataframedescription	dataframedescription	NOUN
iassist-983	231	2	describes	describe	VERB
iassist-983	231	3	a	a	DET
iassist-983	231	4	dataframe	dataframe	ADJ
iassist-983	231	5	in	in	ADP
iassist-983	231	6	the	the	DET
iassist-983	231	7	consumesdataframe	consumesdataframe	NOUN
iassist-983	231	8	or	or	CCONJ
iassist-983	231	9	producesdataframe	producesdataframe	NOUN
iassist-983	231	10	types	type	NOUN
iassist-983	231	11	.	.	PUNCT
iassist-983	232	1	provides	provide	VERB
iassist-983	232	2	the	the	DET
iassist-983	232	3	name	name	NOUN
iassist-983	232	4	of	of	ADP
iassist-983	232	5	the	the	DET
iassist-983	232	6	data	data	NOUN
iassist-983	232	7	frame	frame	NOUN
iassist-983	232	8	and	and	CCONJ
iassist-983	232	9	a	a	DET
iassist-983	232	10	list	list	NOUN
iassist-983	232	11	of	of	ADP
iassist-983	232	12	variables	variable	NOUN
iassist-983	232	13	(	(	PUNCT
iassist-983	232	14	columns	column	NOUN
iassist-983	232	15	)	)	PUNCT
iassist-983	232	16	.	.	PUNCT
iassist-983	233	1	dataframedescription	dataframedescription	NOUN
iassist-983	233	2	can	can	AUX
iassist-983	233	3	also	also	ADV
iassist-983	233	4	define	define	VERB
iassist-983	233	5	dimensions	dimension	NOUN
iassist-983	233	6	in	in	ADP
iassist-983	233	7	dataframes	dataframe	NOUN
iassist-983	233	8	that	that	PRON
iassist-983	233	9	have	have	VERB
iassist-983	233	10	hierarchical	hierarchical	ADJ
iassist-983	233	11	indexes	index	NOUN
iassist-983	233	12	,	,	PUNCT
iassist-983	233	13	data	data	NOUN
iassist-983	233	14	cubes	cube	NOUN
iassist-983	233	15	,	,	PUNCT
iassist-983	233	16	or	or	CCONJ
iassist-983	233	17	multi	multi	NOUN
iassist-983	233	18	-	-	NOUN
iassist-983	233	19	indexes	index	NOUN
iassist-983	233	20	.	.	PUNCT
iassist-983	234	1	functionargument	functionargument	NOUN
iassist-983	234	2	describes	describe	VERB
iassist-983	234	3	the	the	DET
iassist-983	234	4	arguments	argument	NOUN
iassist-983	234	5	in	in	ADP
iassist-983	234	6	a	a	DET
iassist-983	234	7	function	function	NOUN
iassist-983	234	8	as	as	SCONJ
iassist-983	234	9	specified	specify	VERB
iassist-983	234	10	in	in	ADP
iassist-983	234	11	the	the	DET
iassist-983	234	12	sdtl	sdtl	NOUN
iassist-983	234	13	function	function	NOUN
iassist-983	234	14	library	library	NOUN
iassist-983	234	15	.	.	PUNCT
iassist-983	235	1	iteratordescription	iteratordescription	NOUN
iassist-983	235	2	describes	describe	VERB
iassist-983	235	3	an	an	DET
iassist-983	235	4	iteration	iteration	NOUN
iassist-983	235	5	process	process	NOUN
iassist-983	235	6	consisting	consist	VERB
iassist-983	235	7	of	of	ADP
iassist-983	235	8	an	an	DET
iassist-983	235	9	iteratorsymbolexpression	iteratorsymbolexpression	NOUN
iassist-983	235	10	and	and	CCONJ
iassist-983	235	11	a	a	DET
iassist-983	235	12	list	list	NOUN
iassist-983	235	13	of	of	ADP
iassist-983	235	14	values	value	NOUN
iassist-983	235	15	it	it	PRON
iassist-983	235	16	takes	take	VERB
iassist-983	235	17	.	.	PUNCT
iassist-983	236	1	mergefiledescription	mergefiledescription	NOUN
iassist-983	236	2	describes	describe	VERB
iassist-983	236	3	files	file	NOUN
iassist-983	236	4	used	use	VERB
iassist-983	236	5	in	in	ADP
iassist-983	236	6	a	a	DET
iassist-983	236	7	mergedatasets	mergedataset	NOUN
iassist-983	236	8	command	command	NOUN
iassist-983	236	9	.	.	PUNCT
iassist-983	237	1	recoderule	recoderule	NOUN
iassist-983	237	2	describes	describe	VERB
iassist-983	237	3	how	how	SCONJ
iassist-983	237	4	values	value	NOUN
iassist-983	237	5	will	will	AUX
iassist-983	237	6	be	be	AUX
iassist-983	237	7	recoded	recode	VERB
iassist-983	237	8	.	.	PUNCT
iassist-983	238	1	recodevariable	recodevariable	PROPN
iassist-983	238	2	describes	describe	VERB
iassist-983	238	3	a	a	DET
iassist-983	238	4	variable	variable	NOUN
iassist-983	238	5	that	that	PRON
iassist-983	238	6	will	will	AUX
iassist-983	238	7	have	have	VERB
iassist-983	238	8	its	its	PRON
iassist-983	238	9	values	value	NOUN
iassist-983	238	10	recoded	recode	VERB
iassist-983	238	11	.	.	PUNCT
iassist-983	239	1	renamepair	renamepair	NOUN
iassist-983	239	2	variable	variable	ADJ
iassist-983	239	3	names	name	NOUN
iassist-983	239	4	before	before	ADP
iassist-983	239	5	and	and	CCONJ
iassist-983	239	6	after	after	ADP
iassist-983	239	7	a	a	DET
iassist-983	239	8	variable	variable	NOUN
iassist-983	239	9	is	be	AUX
iassist-983	239	10	renamed	rename	VERB
iassist-983	239	11	.	.	PUNCT
iassist-983	240	1	reshapeitemdescription	reshapeitemdescription	NOUN
iassist-983	240	2	describes	describe	VERB
iassist-983	240	3	a	a	DET
iassist-983	240	4	new	new	ADJ
iassist-983	240	5	variable	variable	NOUN
iassist-983	240	6	created	create	VERB
iassist-983	240	7	by	by	ADP
iassist-983	240	8	reshaping	reshape	VERB
iassist-983	240	9	a	a	DET
iassist-983	240	10	dataset	dataset	NOUN
iassist-983	240	11	from	from	ADP
iassist-983	240	12	wide	wide	ADJ
iassist-983	240	13	to	to	PART
iassist-983	240	14	long	long	ADV
iassist-983	240	15	.	.	PUNCT
iassist-983	241	1	sortcriterion	sortcriterion	NOUN
iassist-983	241	2	describes	describe	VERB
iassist-983	241	3	a	a	DET
iassist-983	241	4	criterion	criterion	NOUN
iassist-983	241	5	by	by	ADP
iassist-983	241	6	which	which	PRON
iassist-983	241	7	cases	case	NOUN
iassist-983	241	8	are	be	AUX
iassist-983	241	9	sorted	sort	VERB
iassist-983	241	10	,	,	PUNCT
iassist-983	241	11	including	include	VERB
iassist-983	241	12	the	the	DET
iassist-983	241	13	variable	variable	ADJ
iassist-983	241	14	name	name	NOUN
iassist-983	241	15	and	and	CCONJ
iassist-983	241	16	whether	whether	SCONJ
iassist-983	241	17	to	to	PART
iassist-983	241	18	sort	sort	VERB
iassist-983	241	19	ascending	ascend	VERB
iassist-983	241	20	or	or	CCONJ
iassist-983	241	21	descending	descend	VERB
iassist-983	241	22	.	.	PUNCT
iassist-983	242	1	sourceinformation	sourceinformation	NOUN
iassist-983	242	2	sourceinformation	sourceinformation	NOUN
iassist-983	242	3	defines	define	VERB
iassist-983	242	4	information	information	NOUN
iassist-983	242	5	about	about	ADP
iassist-983	242	6	the	the	DET
iassist-983	242	7	original	original	ADJ
iassist-983	242	8	source	source	NOUN
iassist-983	242	9	of	of	ADP
iassist-983	242	10	a	a	DET
iassist-983	242	11	data	data	NOUN
iassist-983	242	12	transform	transform	NOUN
iassist-983	242	13	.	.	PUNCT
iassist-983	243	1	valuelabel	valuelabel	PROPN
iassist-983	243	2	associates	associate	VERB
iassist-983	243	3	a	a	DET
iassist-983	243	4	label	label	NOUN
iassist-983	243	5	with	with	ADP
iassist-983	243	6	a	a	DET
iassist-983	243	7	value	value	NOUN
iassist-983	243	8	in	in	ADP
iassist-983	243	9	a	a	DET
iassist-983	243	10	categorical	categorical	ADJ
iassist-983	243	11	variable	variable	NOUN
iassist-983	243	12	.	.	PUNCT
iassist-983	244	1	conditional	conditional	ADJ
iassist-983	244	2	execution	execution	NOUN
iassist-983	244	3	by	by	ADP
iassist-983	244	4	row	row	NOUN
iassist-983	244	5	or	or	CCONJ
iassist-983	244	6	by	by	ADP
iassist-983	244	7	file	file	NOUN
iassist-983	244	8	/	/	SYM
iassist-983	244	9	dataframe	dataframe	ADJ
iassist-983	244	10	statistical	statistical	ADJ
iassist-983	244	11	languages	language	NOUN
iassist-983	244	12	have	have	VERB
iassist-983	244	13	some	some	DET
iassist-983	244	14	commands	command	NOUN
iassist-983	244	15	that	that	PRON
iassist-983	244	16	are	be	AUX
iassist-983	244	17	executed	execute	VERB
iassist-983	244	18	sequentially	sequentially	ADV
iassist-983	244	19	on	on	ADP
iassist-983	244	20	every	every	DET
iassist-983	244	21	row	row	NOUN
iassist-983	244	22	and	and	CCONJ
iassist-983	244	23	other	other	ADJ
iassist-983	244	24	commands	command	NOUN
iassist-983	244	25	that	that	PRON
iassist-983	244	26	apply	apply	VERB
iassist-983	244	27	to	to	ADP
iassist-983	244	28	an	an	DET
iassist-983	244	29	entire	entire	ADJ
iassist-983	244	30	file	file	NOUN
iassist-983	244	31	or	or	CCONJ
iassist-983	244	32	dataframe	dataframe	ADJ
iassist-983	244	33	.	.	PUNCT
iassist-983	245	1	the	the	DET
iassist-983	245	2	compute	compute	PROPN
iassist-983	245	3	command	command	NOUN
iassist-983	245	4	illustrated	illustrate	VERB
iassist-983	245	5	above	above	ADV
iassist-983	245	6	is	be	AUX
iassist-983	245	7	an	an	DET
iassist-983	245	8	example	example	NOUN
iassist-983	245	9	of	of	ADP
iassist-983	245	10	the	the	DET
iassist-983	245	11	first	first	ADJ
iassist-983	245	12	type	type	NOUN
iassist-983	245	13	.	.	PUNCT
iassist-983	246	1	compute	compute	NOUN
iassist-983	246	2	creates	create	VERB
iassist-983	246	3	or	or	CCONJ
iassist-983	246	4	modifies	modify	VERB
iassist-983	246	5	a	a	DET
iassist-983	246	6	variable	variable	NOUN
iassist-983	246	7	that	that	PRON
iassist-983	246	8	will	will	AUX
iassist-983	246	9	appear	appear	VERB
iassist-983	246	10	on	on	ADP
iassist-983	246	11	every	every	DET
iassist-983	246	12	row	row	NOUN
iassist-983	246	13	in	in	ADP
iassist-983	246	14	the	the	DET
iassist-983	246	15	data	datum	NOUN
iassist-983	246	16	.	.	PUNCT
iassist-983	247	1	new	new	ADJ
iassist-983	247	2	variables	variable	NOUN
iassist-983	247	3	are	be	AUX
iassist-983	247	4	usually	usually	ADV
iassist-983	247	5	computed	compute	VERB
iassist-983	247	6	from	from	ADP
iassist-983	247	7	other	other	ADJ
iassist-983	247	8	variables	variable	NOUN
iassist-983	247	9	on	on	ADP
iassist-983	247	10	the	the	DET
iassist-983	247	11	same	same	ADJ
iassist-983	247	12	row	row	NOUN
iassist-983	247	13	,	,	PUNCT
iassist-983	247	14	but	but	CCONJ
iassist-983	247	15	we	we	PRON
iassist-983	247	16	describe	describe	VERB
iassist-983	247	17	calculations	calculation	NOUN
iassist-983	247	18	that	that	PRON
iassist-983	247	19	aggregate	aggregate	VERB
iassist-983	247	20	across	across	ADP
iassist-983	247	21	rows	row	NOUN
iassist-983	247	22	in	in	ADP
iassist-983	247	23	our	our	PRON
iassist-983	247	24	discussion	discussion	NOUN
iassist-983	247	25	of	of	ADP
iassist-983	247	26	the	the	DET
iassist-983	247	27	“	"	PUNCT
iassist-983	247	28	function	function	NOUN
iassist-983	247	29	library	library	NOUN
iassist-983	247	30	”	"	PUNCT
iassist-983	247	31	below	below	ADV
iassist-983	247	32	.	.	PUNCT
iassist-983	248	1	in	in	ADP
iassist-983	248	2	contrast	contrast	NOUN
iassist-983	248	3	,	,	PUNCT
iassist-983	248	4	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	248	5	13/26	13/26	NUM
iassist-983	248	6	alter	alter	NOUN
iassist-983	248	7	,	,	PUNCT
iassist-983	248	8	et	et	PROPN
iassist-983	248	9	al	al	PROPN
iassist-983	248	10	.	.	PROPN
iassist-983	248	11	(	(	PUNCT
iassist-983	248	12	2020	2020	NUM
iassist-983	248	13	)	)	PUNCT
iassist-983	248	14	provenance	provenance	NOUN
iassist-983	248	15	metadata	metadata	NOUN
iassist-983	248	16	for	for	ADP
iassist-983	248	17	statistical	statistical	ADJ
iassist-983	248	18	data	datum	NOUN
iassist-983	248	19	:	:	PUNCT
iassist-983	248	20	an	an	DET
iassist-983	248	21	introduction	introduction	NOUN
iassist-983	248	22	to	to	ADP
iassist-983	248	23	structured	structured	ADJ
iassist-983	248	24	data	datum	NOUN
iassist-983	248	25	transformation	transformation	NOUN
iassist-983	248	26	language	language	NOUN
iassist-983	248	27	(	(	PUNCT
iassist-983	248	28	sdtl	sdtl	NOUN
iassist-983	248	29	)	)	PUNCT
iassist-983	248	30	,	,	PUNCT
iassist-983	248	31	iassist	iassist	VERB
iassist-983	248	32	quarterly	quarterly	ADJ
iassist-983	248	33	44(4	44(4	NOUN
iassist-983	248	34	)	)	PUNCT
iassist-983	248	35	,	,	PUNCT
iassist-983	248	36	pp	pp	ADP
iassist-983	248	37	.	.	PUNCT
iassist-983	249	1	1	1	NUM
iassist-983	249	2	-	-	SYM
iassist-983	249	3	26	26	NUM
iassist-983	249	4	.	.	PUNCT
iassist-983	250	1	doi	doi	NOUN
iassist-983	250	2	:	:	PUNCT
iassist-983	250	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	250	4	commands	command	VERB
iassist-983	250	5	that	that	PRON
iassist-983	250	6	load	load	VERB
iassist-983	250	7	or	or	CCONJ
iassist-983	250	8	save	save	VERB
iassist-983	250	9	files	file	NOUN
iassist-983	250	10	or	or	CCONJ
iassist-983	250	11	modify	modify	VERB
iassist-983	250	12	metadata	metadata	NOUN
iassist-983	250	13	,	,	PUNCT
iassist-983	250	14	such	such	ADJ
iassist-983	250	15	as	as	ADP
iassist-983	250	16	data	data	NOUN
iassist-983	250	17	type	type	NOUN
iassist-983	250	18	and	and	CCONJ
iassist-983	250	19	display	display	NOUN
iassist-983	250	20	format	format	NOUN
iassist-983	250	21	,	,	PUNCT
iassist-983	250	22	do	do	AUX
iassist-983	250	23	not	not	PART
iassist-983	250	24	change	change	VERB
iassist-983	250	25	the	the	DET
iassist-983	250	26	number	number	NOUN
iassist-983	250	27	or	or	CCONJ
iassist-983	250	28	contents	content	NOUN
iassist-983	250	29	of	of	ADP
iassist-983	250	30	rows	row	NOUN
iassist-983	250	31	in	in	ADP
iassist-983	250	32	the	the	DET
iassist-983	250	33	dataframe	dataframe	PROPN
iassist-983	250	34	.	.	PUNCT
iassist-983	251	1	the	the	DET
iassist-983	251	2	difference	difference	NOUN
iassist-983	251	3	between	between	ADP
iassist-983	251	4	row	row	NOUN
iassist-983	251	5	-	-	PUNCT
iassist-983	251	6	level	level	NOUN
iassist-983	251	7	and	and	CCONJ
iassist-983	251	8	file	file	NOUN
iassist-983	251	9	/	/	SYM
iassist-983	251	10	dataframe	dataframe	ADJ
iassist-983	251	11	-	-	PUNCT
iassist-983	251	12	level	level	NOUN
iassist-983	251	13	commands	command	NOUN
iassist-983	251	14	becomes	become	VERB
iassist-983	251	15	very	very	ADV
iassist-983	251	16	important	important	ADJ
iassist-983	251	17	when	when	SCONJ
iassist-983	251	18	the	the	DET
iassist-983	251	19	action	action	NOUN
iassist-983	251	20	is	be	AUX
iassist-983	251	21	conditional	conditional	ADJ
iassist-983	251	22	on	on	ADP
iassist-983	251	23	the	the	DET
iassist-983	251	24	value	value	NOUN
iassist-983	251	25	of	of	ADP
iassist-983	251	26	a	a	DET
iassist-983	251	27	variable	variable	ADJ
iassist-983	251	28	or	or	CCONJ
iassist-983	251	29	other	other	ADJ
iassist-983	251	30	parameter	parameter	NOUN
iassist-983	251	31	.	.	PUNCT
iassist-983	252	1	consider	consider	VERB
iassist-983	252	2	these	these	DET
iassist-983	252	3	commands	command	NOUN
iassist-983	252	4	in	in	ADP
iassist-983	252	5	the	the	DET
iassist-983	252	6	stata	stata	NOUN
iassist-983	252	7	language	language	NOUN
iassist-983	252	8	:	:	PUNCT
iassist-983	252	9	replace	replace	VERB
iassist-983	253	1	vary=3	vary=3	ADV
iassist-983	254	1	if	if	SCONJ
iassist-983	254	2	varx>5	varx>5	ADV
iassist-983	254	3	/	/	PUNCT
iassist-983	255	1	*	*	PUNCT
iassist-983	255	2	*	*	PUNCT
iassist-983	255	3	*	*	PUNCT
iassist-983	255	4	version	version	NOUN
iassist-983	255	5	1	1	NUM
iassist-983	255	6	*	*	PUNCT
iassist-983	255	7	*	*	PUNCT
iassist-983	255	8	*	*	PUNCT
iassist-983	256	1	*	*	PUNCT
iassist-983	256	2	*	*	PUNCT
iassist-983	256	3	/	/	SYM
iassist-983	256	4	if	if	SCONJ
iassist-983	256	5	varx>5	varx>5	PART
iassist-983	256	6	replace	replace	VERB
iassist-983	256	7	vary=3	vary=3	ADV
iassist-983	256	8	/	/	PUNCT
iassist-983	257	1	*	*	PUNCT
iassist-983	257	2	*	*	PUNCT
iassist-983	257	3	*	*	PUNCT
iassist-983	257	4	version	version	NOUN
iassist-983	257	5	2	2	NUM
iassist-983	257	6	*	*	PUNCT
iassist-983	257	7	*	*	PUNCT
iassist-983	258	1	*	*	PUNCT
iassist-983	258	2	*	*	PUNCT
iassist-983	258	3	/	/	PUNCT
iassist-983	258	4	although	although	SCONJ
iassist-983	258	5	they	they	PRON
iassist-983	258	6	appear	appear	VERB
iassist-983	258	7	to	to	PART
iassist-983	258	8	be	be	AUX
iassist-983	258	9	the	the	DET
iassist-983	258	10	same	same	ADJ
iassist-983	258	11	,	,	PUNCT
iassist-983	258	12	they	they	PRON
iassist-983	258	13	have	have	VERB
iassist-983	258	14	very	very	ADV
iassist-983	258	15	different	different	ADJ
iassist-983	258	16	outcomes	outcome	NOUN
iassist-983	258	17	.	.	PUNCT
iassist-983	259	1	the	the	DET
iassist-983	259	2	condition	condition	NOUN
iassist-983	259	3	in	in	ADP
iassist-983	259	4	version	version	NOUN
iassist-983	259	5	1	1	NUM
iassist-983	259	6	,	,	PUNCT
iassist-983	259	7	“	"	PUNCT
iassist-983	259	8	if	if	SCONJ
iassist-983	259	9	varx>5	varx>5	ADJ
iassist-983	259	10	”	"	PUNCT
iassist-983	259	11	,	,	PUNCT
iassist-983	259	12	is	be	AUX
iassist-983	259	13	a	a	DET
iassist-983	259	14	qualifier	qualifier	NOUN
iassist-983	259	15	within	within	ADP
iassist-983	259	16	a	a	DET
iassist-983	259	17	stata	stata	NOUN
iassist-983	259	18	command	command	NOUN
iassist-983	259	19	(	(	PUNCT
iassist-983	259	20	“	"	PUNCT
iassist-983	259	21	replace	replace	NOUN
iassist-983	259	22	”	"	PUNCT
iassist-983	259	23	)	)	PUNCT
iassist-983	259	24	that	that	PRON
iassist-983	259	25	is	be	AUX
iassist-983	259	26	executed	execute	VERB
iassist-983	259	27	sequentially	sequentially	ADV
iassist-983	259	28	on	on	ADP
iassist-983	259	29	each	each	DET
iassist-983	259	30	row	row	NOUN
iassist-983	259	31	in	in	ADP
iassist-983	259	32	the	the	DET
iassist-983	259	33	dataframe	dataframe	PROPN
iassist-983	259	34	.	.	PUNCT
iassist-983	260	1	some	some	DET
iassist-983	260	2	rows	row	NOUN
iassist-983	260	3	will	will	AUX
iassist-983	260	4	be	be	AUX
iassist-983	260	5	set	set	VERB
iassist-983	260	6	to	to	ADP
iassist-983	260	7	3	3	NUM
iassist-983	260	8	and	and	CCONJ
iassist-983	260	9	others	other	NOUN
iassist-983	260	10	will	will	AUX
iassist-983	260	11	not	not	PART
iassist-983	260	12	be	be	AUX
iassist-983	260	13	changed	change	VERB
iassist-983	260	14	,	,	PUNCT
iassist-983	260	15	depending	depend	VERB
iassist-983	260	16	upon	upon	SCONJ
iassist-983	260	17	the	the	DET
iassist-983	260	18	value	value	NOUN
iassist-983	260	19	of	of	ADP
iassist-983	260	20	“	"	PUNCT
iassist-983	260	21	varx	varx	NOUN
iassist-983	260	22	”	"	PUNCT
iassist-983	260	23	on	on	ADP
iassist-983	260	24	each	each	DET
iassist-983	260	25	row	row	NOUN
iassist-983	260	26	.	.	PUNCT
iassist-983	261	1	in	in	ADP
iassist-983	261	2	version	version	NOUN
iassist-983	261	3	2	2	NUM
iassist-983	261	4	the	the	DET
iassist-983	261	5	“	"	PUNCT
iassist-983	261	6	replace	replace	NOUN
iassist-983	261	7	”	"	PUNCT
iassist-983	261	8	command	command	NOUN
iassist-983	261	9	is	be	AUX
iassist-983	261	10	nested	nest	VERB
iassist-983	261	11	in	in	ADP
iassist-983	261	12	an	an	DET
iassist-983	261	13	“	"	PUNCT
iassist-983	261	14	if	if	SCONJ
iassist-983	261	15	”	"	PUNCT
iassist-983	261	16	command	command	NOUN
iassist-983	261	17	,	,	PUNCT
iassist-983	261	18	which	which	PRON
iassist-983	261	19	is	be	AUX
iassist-983	261	20	a	a	DET
iassist-983	261	21	program	program	NOUN
iassist-983	261	22	flow	flow	NOUN
iassist-983	261	23	command	command	NOUN
iassist-983	261	24	designed	design	VERB
iassist-983	261	25	for	for	ADP
iassist-983	261	26	use	use	NOUN
iassist-983	261	27	in	in	ADP
iassist-983	261	28	stat	stat	PROPN
iassist-983	261	29	scripts	script	NOUN
iassist-983	261	30	(	(	PUNCT
iassist-983	261	31	“	"	PUNCT
iassist-983	261	32	do	do	AUX
iassist-983	261	33	-	-	PUNCT
iassist-983	261	34	files	file	NOUN
iassist-983	261	35	”	"	PUNCT
iassist-983	261	36	)	)	PUNCT
iassist-983	261	37	.	.	PUNCT
iassist-983	262	1	the	the	DET
iassist-983	262	2	“	"	PUNCT
iassist-983	262	3	if	if	SCONJ
iassist-983	262	4	”	"	PUNCT
iassist-983	262	5	command	command	NOUN
iassist-983	262	6	is	be	AUX
iassist-983	262	7	not	not	PART
iassist-983	262	8	evaluated	evaluate	VERB
iassist-983	262	9	separately	separately	ADV
iassist-983	262	10	for	for	ADP
iassist-983	262	11	each	each	DET
iassist-983	262	12	row	row	NOUN
iassist-983	262	13	;	;	PUNCT
iassist-983	262	14	it	it	PRON
iassist-983	262	15	is	be	AUX
iassist-983	262	16	evaluated	evaluate	VERB
iassist-983	262	17	only	only	ADV
iassist-983	262	18	once	once	ADV
iassist-983	262	19	using	use	VERB
iassist-983	262	20	the	the	DET
iassist-983	262	21	value	value	NOUN
iassist-983	262	22	of	of	ADP
iassist-983	262	23	“	"	PUNCT
iassist-983	262	24	varx	varx	NOUN
iassist-983	262	25	”	"	PUNCT
iassist-983	262	26	on	on	ADP
iassist-983	262	27	the	the	DET
iassist-983	262	28	first	first	ADJ
iassist-983	262	29	row	row	NOUN
iassist-983	262	30	in	in	ADP
iassist-983	262	31	the	the	DET
iassist-983	262	32	dataframe	dataframe	PROPN
iassist-983	262	33	.	.	PUNCT
iassist-983	263	1	consequently	consequently	ADV
iassist-983	263	2	,	,	PUNCT
iassist-983	263	3	if	if	SCONJ
iassist-983	263	4	“	"	PUNCT
iassist-983	263	5	varx>5	varx>5	ADJ
iassist-983	263	6	”	"	PUNCT
iassist-983	263	7	is	be	AUX
iassist-983	263	8	true	true	ADJ
iassist-983	263	9	for	for	ADP
iassist-983	263	10	row	row	NOUN
iassist-983	263	11	one	one	NUM
iassist-983	263	12	,	,	PUNCT
iassist-983	263	13	“	"	PUNCT
iassist-983	263	14	vary	vary	VERB
iassist-983	263	15	”	"	PUNCT
iassist-983	263	16	is	be	AUX
iassist-983	263	17	set	set	VERB
iassist-983	263	18	to	to	ADP
iassist-983	263	19	4	4	NUM
iassist-983	263	20	for	for	ADP
iassist-983	263	21	all	all	DET
iassist-983	263	22	rows	row	NOUN
iassist-983	263	23	,	,	PUNCT
iassist-983	263	24	and	and	CCONJ
iassist-983	263	25	if	if	SCONJ
iassist-983	263	26	“	"	PUNCT
iassist-983	263	27	varx>5	varx>5	ADJ
iassist-983	263	28	”	"	PUNCT
iassist-983	263	29	is	be	AUX
iassist-983	263	30	false	false	ADJ
iassist-983	263	31	for	for	ADP
iassist-983	263	32	row	row	NOUN
iassist-983	263	33	one	one	NUM
iassist-983	263	34	,	,	PUNCT
iassist-983	263	35	no	no	DET
iassist-983	263	36	rows	row	NOUN
iassist-983	263	37	are	be	AUX
iassist-983	263	38	changed	change	VERB
iassist-983	263	39	regardless	regardless	ADV
iassist-983	263	40	of	of	ADP
iassist-983	263	41	the	the	DET
iassist-983	263	42	value	value	NOUN
iassist-983	263	43	of	of	ADP
iassist-983	263	44	“	"	PUNCT
iassist-983	263	45	varx	varx	NOUN
iassist-983	263	46	”	"	PUNCT
iassist-983	263	47	on	on	ADP
iassist-983	263	48	other	other	ADJ
iassist-983	263	49	rows	row	NOUN
iassist-983	263	50	.	.	PUNCT
iassist-983	264	1	table	table	NOUN
iassist-983	264	2	6	6	NUM
iassist-983	264	3	illustrates	illustrate	VERB
iassist-983	264	4	the	the	DET
iassist-983	264	5	results	result	NOUN
iassist-983	264	6	of	of	ADP
iassist-983	264	7	these	these	DET
iassist-983	264	8	commands	command	NOUN
iassist-983	264	9	where	where	SCONJ
iassist-983	264	10	only	only	ADV
iassist-983	264	11	row	row	NOUN
iassist-983	264	12	1	1	NUM
iassist-983	264	13	satisfies	satisfy	VERB
iassist-983	264	14	the	the	DET
iassist-983	264	15	condition	condition	NOUN
iassist-983	264	16	“	"	PUNCT
iassist-983	264	17	varx>5	varx>5	ADJ
iassist-983	264	18	”	"	PUNCT
iassist-983	264	19	.	.	PUNCT
iassist-983	265	1	table	table	NOUN
iassist-983	265	2	6	6	NUM
iassist-983	265	3	.	.	PUNCT
iassist-983	266	1	examples	example	NOUN
iassist-983	266	2	of	of	ADP
iassist-983	266	3	conditional	conditional	ADJ
iassist-983	266	4	execution	execution	NOUN
iassist-983	266	5	by	by	ADP
iassist-983	266	6	row	row	NOUN
iassist-983	266	7	and	and	CCONJ
iassist-983	266	8	dataframe	dataframe	ADJ
iassist-983	266	9	in	in	ADP
iassist-983	266	10	stata	stata	NOUN
iassist-983	266	11	initial	initial	ADJ
iassist-983	266	12	values	value	NOUN
iassist-983	266	13	version	version	NOUN
iassist-983	266	14	1	1	NUM
iassist-983	266	15	(	(	PUNCT
iassist-983	266	16	sdtl	sdtl	NOUN
iassist-983	266	17	ifrows	ifrow	VERB
iassist-983	266	18	):	):	PUNCT
iassist-983	266	19	replace	replace	VERB
iassist-983	266	20	vary=3	vary=3	ADV
iassist-983	267	1	if	if	SCONJ
iassist-983	267	2	varx>5	varx>5	PRON
iassist-983	267	3	version	version	NOUN
iassist-983	267	4	2	2	NUM
iassist-983	267	5	(	(	PUNCT
iassist-983	267	6	sdtl	sdtl	NOUN
iassist-983	267	7	doif	doif	NOUN
iassist-983	267	8	):	):	PUNCT
iassist-983	267	9	if	if	SCONJ
iassist-983	267	10	varx>5	varx>5	ADP
iassist-983	267	11	replace	replace	VERB
iassist-983	267	12	vary=3	vary=3	NOUN
iassist-983	267	13	row	row	NOUN
iassist-983	267	14	varx	varx	NOUN
iassist-983	267	15	vary	vary	NOUN
iassist-983	267	16	varx	varx	NOUN
iassist-983	267	17	vary	vary	NOUN
iassist-983	267	18	varx	varx	NOUN
iassist-983	267	19	vary	vary	VERB
iassist-983	267	20	1	1	NUM
iassist-983	267	21	9	9	NUM
iassist-983	267	22	11	11	NUM
iassist-983	267	23	9	9	NUM
iassist-983	267	24	3	3	NUM
iassist-983	267	25	9	9	NUM
iassist-983	267	26	3	3	NUM
iassist-983	267	27	2	2	NUM
iassist-983	267	28	4	4	NUM
iassist-983	267	29	11	11	NUM
iassist-983	267	30	4	4	NUM
iassist-983	267	31	11	11	NUM
iassist-983	267	32	4	4	NUM
iassist-983	267	33	3	3	NUM
iassist-983	267	34	3	3	NUM
iassist-983	267	35	1	1	NUM
iassist-983	267	36	11	11	NUM
iassist-983	267	37	1	1	NUM
iassist-983	267	38	11	11	NUM
iassist-983	267	39	1	1	NUM
iassist-983	267	40	3	3	NUM
iassist-983	267	41	sdtl	sdtl	NOUN
iassist-983	267	42	includes	include	VERB
iassist-983	267	43	two	two	NUM
iassist-983	267	44	ways	way	NOUN
iassist-983	267	45	of	of	ADP
iassist-983	267	46	applying	apply	VERB
iassist-983	267	47	conditions	condition	NOUN
iassist-983	267	48	to	to	ADP
iassist-983	267	49	commands	command	NOUN
iassist-983	267	50	.	.	PUNCT
iassist-983	268	1	the	the	DET
iassist-983	268	2	sdtl	sdtl	NOUN
iassist-983	268	3	command	command	NOUN
iassist-983	268	4	ifrows	ifrow	VERB
iassist-983	268	5	is	be	AUX
iassist-983	268	6	used	use	VERB
iassist-983	268	7	for	for	ADP
iassist-983	268	8	conditions	condition	NOUN
iassist-983	268	9	that	that	PRON
iassist-983	268	10	should	should	AUX
iassist-983	268	11	be	be	AUX
iassist-983	268	12	evaluated	evaluate	VERB
iassist-983	268	13	sequentially	sequentially	ADV
iassist-983	268	14	on	on	ADP
iassist-983	268	15	every	every	DET
iassist-983	268	16	row	row	NOUN
iassist-983	268	17	.	.	PUNCT
iassist-983	269	1	doif	doif	NOUN
iassist-983	269	2	in	in	ADP
iassist-983	269	3	sdtl	sdtl	NOUN
iassist-983	269	4	is	be	AUX
iassist-983	269	5	used	use	VERB
iassist-983	269	6	for	for	ADP
iassist-983	269	7	flow	flow	NOUN
iassist-983	269	8	control	control	NOUN
iassist-983	269	9	in	in	ADP
iassist-983	269	10	scripts	script	NOUN
iassist-983	269	11	where	where	SCONJ
iassist-983	269	12	the	the	DET
iassist-983	269	13	condition	condition	NOUN
iassist-983	269	14	is	be	AUX
iassist-983	269	15	evaluated	evaluate	VERB
iassist-983	269	16	once	once	ADV
iassist-983	269	17	before	before	ADP
iassist-983	269	18	executing	execute	VERB
iassist-983	269	19	a	a	DET
iassist-983	269	20	command	command	NOUN
iassist-983	269	21	or	or	CCONJ
iassist-983	269	22	group	group	NOUN
iassist-983	269	23	of	of	ADP
iassist-983	269	24	commands	command	NOUN
iassist-983	269	25	.	.	PUNCT
iassist-983	270	1	both	both	DET
iassist-983	270	2	ifrows	ifrow	NOUN
iassist-983	270	3	and	and	CCONJ
iassist-983	270	4	doif	doif	NOUN
iassist-983	270	5	can	can	AUX
iassist-983	270	6	be	be	AUX
iassist-983	270	7	applied	apply	VERB
iassist-983	270	8	to	to	ADP
iassist-983	270	9	a	a	DET
iassist-983	270	10	group	group	NOUN
iassist-983	270	11	of	of	ADP
iassist-983	270	12	commands	command	NOUN
iassist-983	270	13	,	,	PUNCT
iassist-983	270	14	and	and	CCONJ
iassist-983	270	15	both	both	PRON
iassist-983	270	16	include	include	VERB
iassist-983	270	17	an	an	DET
iassist-983	270	18	elsecommands	elsecommands	PROPN
iassist-983	270	19	property	property	NOUN
iassist-983	270	20	for	for	ADP
iassist-983	270	21	commands	command	NOUN
iassist-983	270	22	to	to	PART
iassist-983	270	23	be	be	AUX
iassist-983	270	24	performed	perform	VERB
iassist-983	270	25	if	if	SCONJ
iassist-983	270	26	the	the	DET
iassist-983	270	27	condition	condition	NOUN
iassist-983	270	28	is	be	AUX
iassist-983	270	29	false	false	ADJ
iassist-983	270	30	.	.	PUNCT
iassist-983	271	1	function	function	NOUN
iassist-983	271	2	library	library	NOUN
iassist-983	271	3	although	although	SCONJ
iassist-983	271	4	the	the	DET
iassist-983	271	5	number	number	NOUN
iassist-983	271	6	of	of	ADP
iassist-983	271	7	data	datum	NOUN
iassist-983	271	8	transformation	transformation	NOUN
iassist-983	271	9	commands	command	NOUN
iassist-983	271	10	in	in	ADP
iassist-983	271	11	statistical	statistical	ADJ
iassist-983	271	12	packages	package	NOUN
iassist-983	271	13	is	be	AUX
iassist-983	271	14	small	small	ADJ
iassist-983	271	15	,	,	PUNCT
iassist-983	271	16	the	the	DET
iassist-983	271	17	power	power	NOUN
iassist-983	271	18	of	of	ADP
iassist-983	271	19	these	these	DET
iassist-983	271	20	commands	command	NOUN
iassist-983	271	21	is	be	AUX
iassist-983	271	22	magnified	magnify	VERB
iassist-983	271	23	by	by	ADP
iassist-983	271	24	“	"	PUNCT
iassist-983	271	25	functions	function	NOUN
iassist-983	271	26	,	,	PUNCT
iassist-983	271	27	”	"	PUNCT
iassist-983	271	28	which	which	PRON
iassist-983	271	29	are	be	AUX
iassist-983	271	30	available	available	ADJ
iassist-983	271	31	in	in	ADP
iassist-983	271	32	every	every	DET
iassist-983	271	33	language	language	NOUN
iassist-983	271	34	.	.	PUNCT
iassist-983	272	1	functions	function	NOUN
iassist-983	272	2	are	be	AUX
iassist-983	272	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	272	4	14/26	14/26	NUM
iassist-983	272	5	alter	alter	NOUN
iassist-983	272	6	,	,	PUNCT
iassist-983	272	7	et	et	PROPN
iassist-983	272	8	al	al	PROPN
iassist-983	272	9	.	.	PROPN
iassist-983	273	1	(	(	PUNCT
iassist-983	273	2	2020	2020	NUM
iassist-983	273	3	)	)	PUNCT
iassist-983	273	4	provenance	provenance	NOUN
iassist-983	273	5	metadata	metadata	NOUN
iassist-983	273	6	for	for	ADP
iassist-983	273	7	statistical	statistical	ADJ
iassist-983	273	8	data	datum	NOUN
iassist-983	273	9	:	:	PUNCT
iassist-983	273	10	an	an	DET
iassist-983	273	11	introduction	introduction	NOUN
iassist-983	273	12	to	to	ADP
iassist-983	273	13	structured	structured	ADJ
iassist-983	273	14	data	datum	NOUN
iassist-983	273	15	transformation	transformation	NOUN
iassist-983	273	16	language	language	NOUN
iassist-983	273	17	(	(	PUNCT
iassist-983	273	18	sdtl	sdtl	NOUN
iassist-983	273	19	)	)	PUNCT
iassist-983	273	20	,	,	PUNCT
iassist-983	273	21	iassist	iassist	VERB
iassist-983	273	22	quarterly	quarterly	ADJ
iassist-983	273	23	44(4	44(4	NOUN
iassist-983	273	24	)	)	PUNCT
iassist-983	273	25	,	,	PUNCT
iassist-983	273	26	pp	pp	ADP
iassist-983	273	27	.	.	PUNCT
iassist-983	274	1	1	1	NUM
iassist-983	274	2	-	-	SYM
iassist-983	274	3	26	26	NUM
iassist-983	274	4	.	.	PUNCT
iassist-983	275	1	doi	doi	NOUN
iassist-983	275	2	:	:	PUNCT
iassist-983	275	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	NOUN
iassist-983	275	4	available	available	ADJ
iassist-983	275	5	in	in	ADP
iassist-983	275	6	most	most	ADJ
iassist-983	275	7	computer	computer	NOUN
iassist-983	275	8	languages	language	NOUN
iassist-983	275	9	as	as	ADP
iassist-983	275	10	a	a	DET
iassist-983	275	11	convenient	convenient	ADJ
iassist-983	275	12	way	way	NOUN
iassist-983	275	13	to	to	PART
iassist-983	275	14	invoke	invoke	VERB
iassist-983	275	15	common	common	ADJ
iassist-983	275	16	operations	operation	NOUN
iassist-983	275	17	.	.	PUNCT
iassist-983	276	1	in	in	ADP
iassist-983	276	2	the	the	DET
iassist-983	276	3	same	same	ADJ
iassist-983	276	4	way	way	NOUN
iassist-983	276	5	that	that	PRON
iassist-983	276	6	a	a	DET
iassist-983	276	7	mathematical	mathematical	ADJ
iassist-983	276	8	equation	equation	NOUN
iassist-983	276	9	may	may	AUX
iassist-983	276	10	use	use	VERB
iassist-983	276	11	“	"	PUNCT
iassist-983	276	12	sine(x	sine(x	PROPN
iassist-983	276	13	)	)	PUNCT
iassist-983	276	14	”	"	PUNCT
iassist-983	276	15	to	to	PART
iassist-983	276	16	refer	refer	VERB
iassist-983	276	17	to	to	ADP
iassist-983	276	18	the	the	DET
iassist-983	276	19	corresponding	correspond	VERB
iassist-983	276	20	trigonometric	trigonometric	ADJ
iassist-983	276	21	function	function	NOUN
iassist-983	276	22	,	,	PUNCT
iassist-983	276	23	“	"	PUNCT
iassist-983	276	24	sine(varx	sine(varx	PROPN
iassist-983	276	25	)	)	PUNCT
iassist-983	276	26	”	"	PUNCT
iassist-983	276	27	may	may	AUX
iassist-983	276	28	be	be	AUX
iassist-983	276	29	used	use	VERB
iassist-983	276	30	in	in	ADP
iassist-983	276	31	a	a	DET
iassist-983	276	32	statistical	statistical	ADJ
iassist-983	276	33	package	package	NOUN
iassist-983	276	34	to	to	PART
iassist-983	276	35	insert	insert	VERB
iassist-983	276	36	the	the	DET
iassist-983	276	37	sine	sine	NOUN
iassist-983	276	38	of	of	ADP
iassist-983	276	39	variable	variable	ADJ
iassist-983	276	40	“	"	PUNCT
iassist-983	276	41	varx	varx	NOUN
iassist-983	276	42	”	"	PUNCT
iassist-983	276	43	in	in	ADP
iassist-983	276	44	a	a	DET
iassist-983	276	45	computation	computation	NOUN
iassist-983	276	46	or	or	CCONJ
iassist-983	276	47	comparison	comparison	NOUN
iassist-983	276	48	.	.	PUNCT
iassist-983	277	1	there	there	PRON
iassist-983	277	2	are	be	VERB
iassist-983	277	3	thousands	thousand	NOUN
iassist-983	277	4	of	of	ADP
iassist-983	277	5	functions	function	NOUN
iassist-983	277	6	in	in	ADP
iassist-983	277	7	statistical	statistical	ADJ
iassist-983	277	8	packages	package	NOUN
iassist-983	277	9	,	,	PUNCT
iassist-983	277	10	and	and	CCONJ
iassist-983	277	11	programming	programming	NOUN
iassist-983	277	12	c2metadata	c2metadata	NOUN
iassist-983	277	13	parsers	parser	NOUN
iassist-983	277	14	and	and	CCONJ
iassist-983	277	15	updaters	updater	NOUN
iassist-983	277	16	to	to	PART
iassist-983	277	17	reproduce	reproduce	VERB
iassist-983	277	18	all	all	PRON
iassist-983	277	19	of	of	ADP
iassist-983	277	20	them	they	PRON
iassist-983	277	21	would	would	AUX
iassist-983	277	22	have	have	AUX
iassist-983	277	23	been	be	AUX
iassist-983	277	24	an	an	DET
iassist-983	277	25	enormous	enormous	ADJ
iassist-983	277	26	job	job	NOUN
iassist-983	277	27	.	.	PUNCT
iassist-983	278	1	fortunately	fortunately	ADV
iassist-983	278	2	,	,	PUNCT
iassist-983	278	3	our	our	PRON
iassist-983	278	4	goal	goal	NOUN
iassist-983	278	5	is	be	AUX
iassist-983	278	6	to	to	PART
iassist-983	278	7	describe	describe	VERB
iassist-983	278	8	data	datum	NOUN
iassist-983	278	9	transformations	transformation	NOUN
iassist-983	278	10	not	not	PART
iassist-983	278	11	to	to	PART
iassist-983	278	12	perform	perform	VERB
iassist-983	278	13	them	they	PRON
iassist-983	278	14	.	.	PUNCT
iassist-983	279	1	we	we	PRON
iassist-983	279	2	devised	devise	VERB
iassist-983	279	3	a	a	DET
iassist-983	279	4	simple	simple	ADJ
iassist-983	279	5	way	way	NOUN
iassist-983	279	6	to	to	PART
iassist-983	279	7	add	add	VERB
iassist-983	279	8	an	an	DET
iassist-983	279	9	unlimited	unlimited	ADJ
iassist-983	279	10	number	number	NOUN
iassist-983	279	11	of	of	ADP
iassist-983	279	12	functions	function	NOUN
iassist-983	279	13	to	to	PART
iassist-983	279	14	sdtl	sdtl	VERB
iassist-983	279	15	with	with	ADP
iassist-983	279	16	minimal	minimal	ADJ
iassist-983	279	17	impact	impact	NOUN
iassist-983	279	18	on	on	ADP
iassist-983	279	19	the	the	DET
iassist-983	279	20	code	code	NOUN
iassist-983	279	21	required	require	VERB
iassist-983	279	22	to	to	PART
iassist-983	279	23	translate	translate	VERB
iassist-983	279	24	a	a	DET
iassist-983	279	25	script	script	NOUN
iassist-983	279	26	into	into	ADP
iassist-983	279	27	sdtl	sdtl	NOUN
iassist-983	279	28	.	.	PUNCT
iassist-983	280	1	this	this	PRON
iassist-983	280	2	was	be	AUX
iassist-983	280	3	accomplished	accomplish	VERB
iassist-983	280	4	by	by	ADP
iassist-983	280	5	creating	create	VERB
iassist-983	280	6	a	a	DET
iassist-983	280	7	function	function	NOUN
iassist-983	280	8	library	library	NOUN
iassist-983	280	9	,	,	PUNCT
iassist-983	280	10	which	which	PRON
iassist-983	280	11	serves	serve	VERB
iassist-983	280	12	as	as	ADP
iassist-983	280	13	a	a	DET
iassist-983	280	14	crosswalk	crosswalk	NOUN
iassist-983	280	15	between	between	ADP
iassist-983	280	16	sdtl	sdtl	NOUN
iassist-983	280	17	and	and	CCONJ
iassist-983	280	18	the	the	DET
iassist-983	280	19	various	various	ADJ
iassist-983	280	20	statistical	statistical	ADJ
iassist-983	280	21	packages	package	NOUN
iassist-983	280	22	.	.	PUNCT
iassist-983	281	1	the	the	DET
iassist-983	281	2	function	function	NOUN
iassist-983	281	3	library	library	NOUN
iassist-983	281	4	is	be	AUX
iassist-983	281	5	a	a	DET
iassist-983	281	6	file	file	NOUN
iassist-983	281	7	that	that	PRON
iassist-983	281	8	can	can	AUX
iassist-983	281	9	be	be	AUX
iassist-983	281	10	maintained	maintain	VERB
iassist-983	281	11	in	in	ADP
iassist-983	281	12	a	a	DET
iassist-983	281	13	spreadsheet	spreadsheet	NOUN
iassist-983	281	14	and	and	CCONJ
iassist-983	281	15	accessed	access	VERB
iassist-983	281	16	as	as	ADP
iassist-983	281	17	a	a	DET
iassist-983	281	18	json	json	NOUN
iassist-983	281	19	file	file	NOUN
iassist-983	281	20	.	.	PUNCT
iassist-983	282	1	functions	function	NOUN
iassist-983	282	2	in	in	ADP
iassist-983	282	3	computer	computer	NOUN
iassist-983	282	4	languages	language	NOUN
iassist-983	282	5	normally	normally	ADV
iassist-983	282	6	have	have	VERB
iassist-983	282	7	two	two	NUM
iassist-983	282	8	parts	part	NOUN
iassist-983	282	9	:	:	PUNCT
iassist-983	282	10	a	a	DET
iassist-983	282	11	function	function	NOUN
iassist-983	282	12	name	name	NOUN
iassist-983	282	13	followed	follow	VERB
iassist-983	282	14	by	by	ADP
iassist-983	282	15	parameters	parameter	NOUN
iassist-983	282	16	enclosed	enclose	VERB
iassist-983	282	17	in	in	ADP
iassist-983	282	18	parentheses	parenthesis	NOUN
iassist-983	282	19	.	.	PUNCT
iassist-983	283	1	the	the	DET
iassist-983	283	2	function	function	NOUN
iassist-983	283	3	invokes	invoke	VERB
iassist-983	283	4	program	program	NOUN
iassist-983	283	5	code	code	NOUN
iassist-983	283	6	that	that	PRON
iassist-983	283	7	replaces	replace	VERB
iassist-983	283	8	the	the	DET
iassist-983	283	9	function	function	NOUN
iassist-983	283	10	with	with	ADP
iassist-983	283	11	a	a	DET
iassist-983	283	12	value	value	NOUN
iassist-983	283	13	computed	compute	VERB
iassist-983	283	14	from	from	ADP
iassist-983	283	15	the	the	DET
iassist-983	283	16	parameters	parameter	NOUN
iassist-983	283	17	.	.	PUNCT
iassist-983	284	1	the	the	DET
iassist-983	284	2	computed	compute	VERB
iassist-983	284	3	value	value	NOUN
iassist-983	284	4	of	of	ADP
iassist-983	284	5	a	a	DET
iassist-983	284	6	function	function	NOUN
iassist-983	284	7	may	may	AUX
iassist-983	284	8	be	be	AUX
iassist-983	284	9	a	a	DET
iassist-983	284	10	number	number	NOUN
iassist-983	284	11	,	,	PUNCT
iassist-983	284	12	text	text	NOUN
iassist-983	284	13	,	,	PUNCT
iassist-983	284	14	or	or	CCONJ
iassist-983	284	15	logical	logical	ADJ
iassist-983	284	16	(	(	PUNCT
iassist-983	284	17	boolean	boolean	ADJ
iassist-983	284	18	)	)	PUNCT
iassist-983	284	19	constant	constant	ADJ
iassist-983	284	20	.	.	PUNCT
iassist-983	285	1	for	for	ADP
iassist-983	285	2	example	example	NOUN
iassist-983	285	3	,	,	PUNCT
iassist-983	285	4	sine(varx	sine(varx	PROPN
iassist-983	285	5	)	)	PUNCT
iassist-983	285	6	will	will	AUX
iassist-983	285	7	return	return	VERB
iassist-983	285	8	the	the	DET
iassist-983	285	9	sine	sine	NOUN
iassist-983	285	10	of	of	ADP
iassist-983	285	11	an	an	DET
iassist-983	285	12	angle	angle	NOUN
iassist-983	285	13	equal	equal	ADJ
iassist-983	285	14	to	to	ADP
iassist-983	285	15	the	the	DET
iassist-983	285	16	value	value	NOUN
iassist-983	285	17	of	of	ADP
iassist-983	285	18	varx	varx	NOUN
iassist-983	285	19	,	,	PUNCT
iassist-983	285	20	and	and	CCONJ
iassist-983	285	21	gt(varx	gt(varx	NOUN
iassist-983	285	22	,	,	PUNCT
iassist-983	285	23	vary	vary	NOUN
iassist-983	285	24	)	)	PUNCT
iassist-983	285	25	will	will	AUX
iassist-983	285	26	return	return	VERB
iassist-983	285	27	true	true	ADJ
iassist-983	285	28	if	if	SCONJ
iassist-983	285	29	varx	varx	ADJ
iassist-983	285	30	is	be	AUX
iassist-983	285	31	greater	great	ADJ
iassist-983	285	32	than	than	SCONJ
iassist-983	285	33	vary	vary	VERB
iassist-983	285	34	and	and	CCONJ
iassist-983	285	35	false	false	ADJ
iassist-983	285	36	otherwise	otherwise	ADV
iassist-983	285	37	.	.	PUNCT
iassist-983	286	1	each	each	DET
iassist-983	286	2	parameter	parameter	NOUN
iassist-983	286	3	is	be	AUX
iassist-983	286	4	used	use	VERB
iassist-983	286	5	in	in	ADP
iassist-983	286	6	a	a	DET
iassist-983	286	7	specific	specific	ADJ
iassist-983	286	8	way	way	NOUN
iassist-983	286	9	by	by	ADP
iassist-983	286	10	the	the	DET
iassist-983	286	11	computer	computer	NOUN
iassist-983	286	12	code	code	NOUN
iassist-983	286	13	that	that	PRON
iassist-983	286	14	evaluates	evaluate	VERB
iassist-983	286	15	the	the	DET
iassist-983	286	16	function	function	NOUN
iassist-983	286	17	.	.	PUNCT
iassist-983	287	1	parameters	parameter	NOUN
iassist-983	287	2	may	may	AUX
iassist-983	287	3	be	be	AUX
iassist-983	287	4	specified	specify	VERB
iassist-983	287	5	in	in	ADP
iassist-983	287	6	two	two	NUM
iassist-983	287	7	ways	way	NOUN
iassist-983	287	8	.	.	PUNCT
iassist-983	288	1	sometimes	sometimes	ADV
iassist-983	288	2	,	,	PUNCT
iassist-983	288	3	parameters	parameter	NOUN
iassist-983	288	4	are	be	AUX
iassist-983	288	5	given	give	VERB
iassist-983	288	6	in	in	ADP
iassist-983	288	7	a	a	DET
iassist-983	288	8	defined	define	VERB
iassist-983	288	9	order	order	NOUN
iassist-983	288	10	separated	separate	VERB
iassist-983	288	11	by	by	ADP
iassist-983	288	12	a	a	DET
iassist-983	288	13	delimiter	delimiter	NOUN
iassist-983	288	14	,	,	PUNCT
iassist-983	288	15	usually	usually	ADV
iassist-983	288	16	a	a	DET
iassist-983	288	17	comma	comma	NOUN
iassist-983	288	18	,	,	PUNCT
iassist-983	288	19	which	which	PRON
iassist-983	288	20	is	be	AUX
iassist-983	288	21	included	include	VERB
iassist-983	288	22	even	even	ADV
iassist-983	288	23	if	if	SCONJ
iassist-983	288	24	the	the	DET
iassist-983	288	25	parameter	parameter	NOUN
iassist-983	288	26	is	be	AUX
iassist-983	288	27	omitted	omit	VERB
iassist-983	288	28	.	.	PUNCT
iassist-983	289	1	parameters	parameter	NOUN
iassist-983	289	2	may	may	AUX
iassist-983	289	3	also	also	ADV
iassist-983	289	4	be	be	AUX
iassist-983	289	5	identified	identify	VERB
iassist-983	289	6	by	by	ADP
iassist-983	289	7	name	name	NOUN
iassist-983	289	8	.	.	PUNCT
iassist-983	290	1	for	for	ADP
iassist-983	290	2	example	example	NOUN
iassist-983	290	3	,	,	PUNCT
iassist-983	290	4	in	in	ADP
iassist-983	290	5	stata	stata	NOUN
iassist-983	290	6	“	"	PUNCT
iassist-983	290	7	std(varx	std(varx	NOUN
iassist-983	290	8	)	)	PUNCT
iassist-983	290	9	,	,	PUNCT
iassist-983	290	10	mean(10	mean(10	ADJ
iassist-983	290	11	)	)	PUNCT
iassist-983	290	12	std(3	std(3	NOUN
iassist-983	290	13	)	)	PUNCT
iassist-983	290	14	”	"	PUNCT
iassist-983	290	15	will	will	AUX
iassist-983	290	16	standardize	standardize	VERB
iassist-983	290	17	the	the	DET
iassist-983	290	18	values	value	NOUN
iassist-983	290	19	of	of	ADP
iassist-983	290	20	varx	varx	NOUN
iassist-983	290	21	so	so	SCONJ
iassist-983	290	22	that	that	SCONJ
iassist-983	290	23	the	the	DET
iassist-983	290	24	transformed	transform	VERB
iassist-983	290	25	values	value	NOUN
iassist-983	290	26	have	have	VERB
iassist-983	290	27	mean=10	mean=10	NOUN
iassist-983	290	28	and	and	CCONJ
iassist-983	290	29	standard	standard	ADJ
iassist-983	290	30	deviation=3	deviation=3	PROPN
iassist-983	290	31	.	.	PROPN
iassist-983	291	1	in	in	ADP
iassist-983	291	2	this	this	DET
iassist-983	291	3	case	case	NOUN
iassist-983	291	4	the	the	DET
iassist-983	291	5	first	first	ADJ
iassist-983	291	6	parameter	parameter	NOUN
iassist-983	291	7	(	(	PUNCT
iassist-983	291	8	varx	varx	NOUN
iassist-983	291	9	)	)	PUNCT
iassist-983	291	10	is	be	AUX
iassist-983	291	11	given	give	VERB
iassist-983	291	12	by	by	ADP
iassist-983	291	13	position	position	NOUN
iassist-983	291	14	,	,	PUNCT
iassist-983	291	15	but	but	CCONJ
iassist-983	291	16	the	the	DET
iassist-983	291	17	other	other	ADJ
iassist-983	291	18	two	two	NUM
iassist-983	291	19	parameters	parameter	NOUN
iassist-983	291	20	(	(	PUNCT
iassist-983	291	21	“	"	PUNCT
iassist-983	291	22	mean	mean	ADJ
iassist-983	291	23	”	"	PUNCT
iassist-983	291	24	and	and	CCONJ
iassist-983	291	25	“	"	PUNCT
iassist-983	291	26	std	std	PROPN
iassist-983	291	27	”	"	PUNCT
iassist-983	291	28	)	)	PUNCT
iassist-983	291	29	are	be	AUX
iassist-983	291	30	specified	specify	VERB
iassist-983	291	31	by	by	ADP
iassist-983	291	32	name	name	NOUN
iassist-983	291	33	.	.	PUNCT
iassist-983	292	1	in	in	ADP
iassist-983	292	2	sdtl	sdtl	NOUN
iassist-983	292	3	parameters	parameter	NOUN
iassist-983	292	4	may	may	AUX
iassist-983	292	5	be	be	AUX
iassist-983	292	6	specified	specify	VERB
iassist-983	292	7	by	by	ADP
iassist-983	292	8	position	position	NOUN
iassist-983	292	9	or	or	CCONJ
iassist-983	292	10	by	by	ADP
iassist-983	292	11	name	name	NOUN
iassist-983	292	12	.	.	PUNCT
iassist-983	293	1	we	we	PRON
iassist-983	293	2	currently	currently	ADV
iassist-983	293	3	use	use	VERB
iassist-983	293	4	exp1	exp1	NOUN
iassist-983	293	5	,	,	PUNCT
iassist-983	293	6	exp2	exp2	NOUN
iassist-983	293	7	,	,	PUNCT
iassist-983	293	8	exp3	exp3	NOUN
iassist-983	293	9	,	,	PUNCT
iassist-983	293	10	…	…	PUNCT
iassist-983	293	11	as	as	ADP
iassist-983	293	12	parameter	parameter	NOUN
iassist-983	293	13	names	name	NOUN
iassist-983	293	14	in	in	ADP
iassist-983	293	15	sdtl	sdtl	NOUN
iassist-983	293	16	,	,	PUNCT
iassist-983	293	17	but	but	CCONJ
iassist-983	293	18	these	these	DET
iassist-983	293	19	names	name	NOUN
iassist-983	293	20	are	be	AUX
iassist-983	293	21	arbitrary	arbitrary	ADJ
iassist-983	293	22	and	and	CCONJ
iassist-983	293	23	meaningful	meaningful	ADJ
iassist-983	293	24	mnemonics	mnemonic	NOUN
iassist-983	293	25	could	could	AUX
iassist-983	293	26	be	be	AUX
iassist-983	293	27	used	use	VERB
iassist-983	293	28	.	.	PUNCT
iassist-983	294	1	some	some	DET
iassist-983	294	2	functions	function	NOUN
iassist-983	294	3	operate	operate	VERB
iassist-983	294	4	on	on	ADP
iassist-983	294	5	a	a	DET
iassist-983	294	6	list	list	NOUN
iassist-983	294	7	items	item	NOUN
iassist-983	294	8	of	of	ADP
iassist-983	294	9	the	the	DET
iassist-983	294	10	same	same	ADJ
iassist-983	294	11	type	type	NOUN
iassist-983	294	12	,	,	PUNCT
iassist-983	294	13	which	which	PRON
iassist-983	294	14	makes	make	VERB
iassist-983	294	15	them	they	PRON
iassist-983	294	16	appear	appear	VERB
iassist-983	294	17	to	to	PART
iassist-983	294	18	have	have	VERB
iassist-983	294	19	an	an	DET
iassist-983	294	20	indeterminate	indeterminate	ADJ
iassist-983	294	21	number	number	NOUN
iassist-983	294	22	of	of	ADP
iassist-983	294	23	parameters	parameter	NOUN
iassist-983	294	24	.	.	PUNCT
iassist-983	295	1	for	for	ADP
iassist-983	295	2	example	example	NOUN
iassist-983	295	3	,	,	PUNCT
iassist-983	295	4	mean(varx	mean(varx	PROPN
iassist-983	295	5	,	,	PUNCT
iassist-983	295	6	vary	vary	VERB
iassist-983	295	7	,	,	PUNCT
iassist-983	295	8	varz	varz	ADJ
iassist-983	295	9	)	)	PUNCT
iassist-983	295	10	would	would	AUX
iassist-983	295	11	compute	compute	VERB
iassist-983	295	12	the	the	DET
iassist-983	295	13	mean	mean	NOUN
iassist-983	295	14	of	of	ADP
iassist-983	295	15	three	three	NUM
iassist-983	295	16	variables	variable	NOUN
iassist-983	295	17	.	.	PUNCT
iassist-983	296	1	to	to	PART
iassist-983	296	2	avoid	avoid	VERB
iassist-983	296	3	parameter	parameter	NOUN
iassist-983	296	4	lists	list	NOUN
iassist-983	296	5	of	of	ADP
iassist-983	296	6	indefinite	indefinite	ADJ
iassist-983	296	7	length	length	NOUN
iassist-983	296	8	,	,	PUNCT
iassist-983	296	9	the	the	DET
iassist-983	296	10	sdtl	sdtl	NOUN
iassist-983	296	11	function	function	NOUN
iassist-983	296	12	library	library	NOUN
iassist-983	296	13	uses	use	VERB
iassist-983	296	14	the	the	DET
iassist-983	296	15	variablelistexpression	variablelistexpression	NOUN
iassist-983	296	16	and	and	CCONJ
iassist-983	296	17	valuelistexpression	valuelistexpression	NOUN
iassist-983	296	18	types	type	NOUN
iassist-983	296	19	in	in	ADP
iassist-983	296	20	sdtl	sdtl	NOUN
iassist-983	296	21	.	.	PUNCT
iassist-983	297	1	a	a	DET
iassist-983	297	2	variablelistexpression	variablelistexpression	NOUN
iassist-983	297	3	packages	package	VERB
iassist-983	297	4	a	a	DET
iassist-983	297	5	list	list	NOUN
iassist-983	297	6	of	of	ADP
iassist-983	297	7	variables	variable	NOUN
iassist-983	297	8	into	into	ADP
iassist-983	297	9	a	a	DET
iassist-983	297	10	single	single	ADJ
iassist-983	297	11	sdtl	sdtl	NOUN
iassist-983	297	12	type	type	NOUN
iassist-983	297	13	that	that	PRON
iassist-983	297	14	is	be	AUX
iassist-983	297	15	treated	treat	VERB
iassist-983	297	16	as	as	ADP
iassist-983	297	17	one	one	NUM
iassist-983	297	18	parameter	parameter	NOUN
iassist-983	297	19	in	in	ADP
iassist-983	297	20	an	an	DET
iassist-983	297	21	sdtl	sdtl	NOUN
iassist-983	297	22	function	function	NOUN
iassist-983	297	23	.	.	PUNCT
iassist-983	298	1	a	a	DET
iassist-983	298	2	variablelistexpression	variablelistexpression	NOUN
iassist-983	298	3	has	have	VERB
iassist-983	298	4	a	a	DET
iassist-983	298	5	single	single	ADJ
iassist-983	298	6	property	property	NOUN
iassist-983	298	7	(	(	PUNCT
iassist-983	298	8	variables	variable	NOUN
iassist-983	298	9	)	)	PUNCT
iassist-983	298	10	defined	define	VERB
iassist-983	298	11	as	as	ADP
iassist-983	298	12	a	a	DET
iassist-983	298	13	json	json	NOUN
iassist-983	298	14	array	array	NOUN
iassist-983	298	15	that	that	PRON
iassist-983	298	16	can	can	AUX
iassist-983	298	17	consist	consist	VERB
iassist-983	298	18	of	of	ADP
iassist-983	298	19	any	any	DET
iassist-983	298	20	combination	combination	NOUN
iassist-983	298	21	of	of	ADP
iassist-983	298	22	individual	individual	ADJ
iassist-983	298	23	variables	variable	NOUN
iassist-983	298	24	(	(	PUNCT
iassist-983	298	25	variablesymbolexpression	variablesymbolexpression	NOUN
iassist-983	298	26	)	)	PUNCT
iassist-983	298	27	or	or	CCONJ
iassist-983	298	28	variable	variable	ADJ
iassist-983	298	29	ranges	range	NOUN
iassist-983	298	30	(	(	PUNCT
iassist-983	298	31	variablerangeexpression	variablerangeexpression	NOUN
iassist-983	298	32	)	)	PUNCT
iassist-983	298	33	.	.	PUNCT
iassist-983	299	1	the	the	DET
iassist-983	299	2	function	function	NOUN
iassist-983	299	3	library	library	NOUN
iassist-983	299	4	maps	map	VERB
iassist-983	299	5	the	the	DET
iassist-983	299	6	names	name	NOUN
iassist-983	299	7	and	and	CCONJ
iassist-983	299	8	parameters	parameter	NOUN
iassist-983	299	9	of	of	ADP
iassist-983	299	10	sdtl	sdtl	NOUN
iassist-983	299	11	functions	function	NOUN
iassist-983	299	12	to	to	ADP
iassist-983	299	13	functions	function	NOUN
iassist-983	299	14	in	in	ADP
iassist-983	299	15	other	other	ADJ
iassist-983	299	16	languages	language	NOUN
iassist-983	299	17	.	.	PUNCT
iassist-983	300	1	every	every	DET
iassist-983	300	2	function	function	NOUN
iassist-983	300	3	is	be	AUX
iassist-983	300	4	described	describe	VERB
iassist-983	300	5	with	with	ADP
iassist-983	300	6	the	the	DET
iassist-983	300	7	sdtl	sdtl	NOUN
iassist-983	300	8	name	name	NOUN
iassist-983	300	9	of	of	ADP
iassist-983	300	10	the	the	DET
iassist-983	300	11	function	function	NOUN
iassist-983	300	12	and	and	CCONJ
iassist-983	300	13	the	the	DET
iassist-983	300	14	order	order	NOUN
iassist-983	300	15	and	and	CCONJ
iassist-983	300	16	names	name	NOUN
iassist-983	300	17	of	of	ADP
iassist-983	300	18	its	its	PRON
iassist-983	300	19	parameters	parameter	NOUN
iassist-983	300	20	.	.	PUNCT
iassist-983	301	1	the	the	DET
iassist-983	301	2	sdtl	sdtl	NOUN
iassist-983	301	3	function	function	NOUN
iassist-983	301	4	is	be	AUX
iassist-983	301	5	also	also	ADV
iassist-983	301	6	mapped	map	VERB
iassist-983	301	7	to	to	ADP
iassist-983	301	8	the	the	DET
iassist-983	301	9	same	same	ADJ
iassist-983	301	10	function	function	NOUN
iassist-983	301	11	in	in	ADP
iassist-983	301	12	spss	spss	PROPN
iassist-983	301	13	,	,	PUNCT
iassist-983	301	14	stata	stata	PROPN
iassist-983	301	15	,	,	PUNCT
iassist-983	301	16	sas	sas	PROPN
iassist-983	301	17	,	,	PUNCT
iassist-983	301	18	r	r	NOUN
iassist-983	301	19	,	,	PUNCT
iassist-983	301	20	and	and	CCONJ
iassist-983	301	21	python	python	NOUN
iassist-983	301	22	.	.	PUNCT
iassist-983	302	1	this	this	DET
iassist-983	302	2	table	table	NOUN
iassist-983	302	3	compares	compare	VERB
iassist-983	302	4	functions	function	NOUN
iassist-983	302	5	that	that	PRON
iassist-983	302	6	compute	compute	VERB
iassist-983	302	7	a	a	DET
iassist-983	302	8	random	random	ADJ
iassist-983	302	9	number	number	NOUN
iassist-983	302	10	from	from	ADP
iassist-983	302	11	a	a	DET
iassist-983	302	12	uniform	uniform	ADJ
iassist-983	302	13	distribution	distribution	NOUN
iassist-983	302	14	in	in	ADP
iassist-983	302	15	sdtl	sdtl	NOUN
iassist-983	302	16	and	and	CCONJ
iassist-983	302	17	five	five	NUM
iassist-983	302	18	other	other	ADJ
iassist-983	302	19	languages	language	NOUN
iassist-983	302	20	:	:	PUNCT
iassist-983	302	21	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	302	22	15/26	15/26	NUM
iassist-983	302	23	alter	alter	NOUN
iassist-983	302	24	,	,	PUNCT
iassist-983	302	25	et	et	PROPN
iassist-983	302	26	al	al	PROPN
iassist-983	302	27	.	.	PROPN
iassist-983	303	1	(	(	PUNCT
iassist-983	303	2	2020	2020	NUM
iassist-983	303	3	)	)	PUNCT
iassist-983	303	4	provenance	provenance	NOUN
iassist-983	303	5	metadata	metadata	NOUN
iassist-983	303	6	for	for	ADP
iassist-983	303	7	statistical	statistical	ADJ
iassist-983	303	8	data	datum	NOUN
iassist-983	303	9	:	:	PUNCT
iassist-983	303	10	an	an	DET
iassist-983	303	11	introduction	introduction	NOUN
iassist-983	303	12	to	to	ADP
iassist-983	303	13	structured	structured	ADJ
iassist-983	303	14	data	datum	NOUN
iassist-983	303	15	transformation	transformation	NOUN
iassist-983	303	16	language	language	NOUN
iassist-983	303	17	(	(	PUNCT
iassist-983	303	18	sdtl	sdtl	NOUN
iassist-983	303	19	)	)	PUNCT
iassist-983	303	20	,	,	PUNCT
iassist-983	303	21	iassist	iassist	VERB
iassist-983	303	22	quarterly	quarterly	ADJ
iassist-983	303	23	44(4	44(4	NOUN
iassist-983	303	24	)	)	PUNCT
iassist-983	303	25	,	,	PUNCT
iassist-983	303	26	pp	pp	ADP
iassist-983	303	27	.	.	PUNCT
iassist-983	304	1	1	1	NUM
iassist-983	304	2	-	-	SYM
iassist-983	304	3	26	26	NUM
iassist-983	304	4	.	.	PUNCT
iassist-983	305	1	doi	doi	NOUN
iassist-983	305	2	:	:	PUNCT
iassist-983	306	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	NOUN
iassist-983	306	2	sdtl	sdtl	NOUN
iassist-983	306	3	random_variable_uniform(exp1	random_variable_uniform(exp1	PROPN
iassist-983	306	4	,	,	PUNCT
iassist-983	306	5	exp2	exp2	NOUN
iassist-983	306	6	)	)	PUNCT
iassist-983	306	7	spss	spss	VERB
iassist-983	306	8	rv.uniform(exp1	rv.uniform(exp1	ADJ
iassist-983	306	9	,	,	PUNCT
iassist-983	306	10	exp2	exp2	NOUN
iassist-983	306	11	)	)	PUNCT
iassist-983	306	12	stata	stata	VERB
iassist-983	306	13	runiform(exp1	runiform(exp1	ADJ
iassist-983	306	14	exp2	exp2	NOUN
iassist-983	306	15	)	)	PUNCT
iassist-983	307	1	sas	sas	PROPN
iassist-983	307	2	ranuni(seed	ranuni(seed	PROPN
iassist-983	307	3	)	)	PUNCT
iassist-983	307	4	r	r	NOUN
iassist-983	307	5	runif(n	runif(n	PROPN
iassist-983	307	6	,	,	PUNCT
iassist-983	307	7	min	min	NOUN
iassist-983	307	8	=	=	NOUN
iassist-983	307	9	exp1	exp1	PROPN
iassist-983	307	10	,	,	PUNCT
iassist-983	307	11	max	max	PROPN
iassist-983	307	12	=	=	PROPN
iassist-983	307	13	exp2	exp2	PROPN
iassist-983	307	14	)	)	PUNCT
iassist-983	307	15	python	python	PROPN
iassist-983	307	16	numpy.random.uniform(low=	numpy.random.uniform(low=	NOUN
iassist-983	307	17	exp1	exp1	PROPN
iassist-983	307	18	,	,	PUNCT
iassist-983	307	19	high=	high=	NUM
iassist-983	307	20	exp2	exp2	PROPN
iassist-983	307	21	)	)	PUNCT
iassist-983	307	22	sdtl	sdtl	NOUN
iassist-983	307	23	and	and	CCONJ
iassist-983	307	24	most	most	ADJ
iassist-983	307	25	of	of	ADP
iassist-983	307	26	these	these	DET
iassist-983	307	27	languages	language	NOUN
iassist-983	307	28	specify	specify	VERB
iassist-983	307	29	the	the	DET
iassist-983	307	30	minimum	minimum	NOUN
iassist-983	307	31	(	(	PUNCT
iassist-983	307	32	exp1	exp1	PROPN
iassist-983	307	33	)	)	PUNCT
iassist-983	307	34	and	and	CCONJ
iassist-983	307	35	maximum	maximum	ADJ
iassist-983	307	36	(	(	PUNCT
iassist-983	307	37	exp2	exp2	PROPN
iassist-983	307	38	)	)	PUNCT
iassist-983	307	39	of	of	ADP
iassist-983	307	40	the	the	DET
iassist-983	307	41	range	range	NOUN
iassist-983	307	42	of	of	ADP
iassist-983	307	43	the	the	DET
iassist-983	307	44	random	random	ADJ
iassist-983	307	45	number	number	NOUN
iassist-983	307	46	.	.	PUNCT
iassist-983	308	1	in	in	ADP
iassist-983	308	2	sas	sas	PROPN
iassist-983	308	3	the	the	DET
iassist-983	308	4	range	range	NOUN
iassist-983	308	5	is	be	AUX
iassist-983	308	6	always	always	ADV
iassist-983	308	7	0	0	NUM
iassist-983	308	8	to	to	PART
iassist-983	308	9	1	1	NUM
iassist-983	308	10	,	,	PUNCT
iassist-983	308	11	which	which	PRON
iassist-983	308	12	is	be	AUX
iassist-983	308	13	the	the	DET
iassist-983	308	14	default	default	NOUN
iassist-983	308	15	range	range	NOUN
iassist-983	308	16	in	in	ADP
iassist-983	308	17	other	other	ADJ
iassist-983	308	18	languages	language	NOUN
iassist-983	308	19	.	.	PUNCT
iassist-983	309	1	the	the	DET
iassist-983	309	2	function	function	NOUN
iassist-983	309	3	library	library	NOUN
iassist-983	309	4	entry	entry	NOUN
iassist-983	309	5	for	for	ADP
iassist-983	309	6	sas	sas	PROPN
iassist-983	309	7	specifies	specifie	NOUN
iassist-983	309	8	that	that	SCONJ
iassist-983	309	9	0	0	NUM
iassist-983	309	10	and	and	CCONJ
iassist-983	309	11	1	1	NUM
iassist-983	309	12	are	be	AUX
iassist-983	309	13	passed	pass	VERB
iassist-983	309	14	to	to	PART
iassist-983	309	15	sdtl	sdtl	VERB
iassist-983	309	16	as	as	ADP
iassist-983	309	17	values	value	NOUN
iassist-983	309	18	for	for	ADP
iassist-983	309	19	parameters	parameter	NOUN
iassist-983	309	20	exp1	exp1	PROPN
iassist-983	309	21	and	and	CCONJ
iassist-983	309	22	exp2	exp2	NOUN
iassist-983	309	23	.	.	PUNCT
iassist-983	310	1	computer	computer	NOUN
iassist-983	310	2	programs	program	NOUN
iassist-983	310	3	often	often	ADV
iassist-983	310	4	use	use	VERB
iassist-983	310	5	mathematical	mathematical	ADJ
iassist-983	310	6	formulas	formula	NOUN
iassist-983	310	7	to	to	PART
iassist-983	310	8	approximate	approximate	VERB
iassist-983	310	9	random	random	ADJ
iassist-983	310	10	numbers	number	NOUN
iassist-983	310	11	,	,	PUNCT
iassist-983	310	12	and	and	CCONJ
iassist-983	310	13	the	the	DET
iassist-983	310	14	sas	sas	PROPN
iassist-983	310	15	version	version	NOUN
iassist-983	310	16	of	of	ADP
iassist-983	310	17	this	this	DET
iassist-983	310	18	function	function	NOUN
iassist-983	310	19	allows	allow	VERB
iassist-983	310	20	users	user	NOUN
iassist-983	310	21	to	to	PART
iassist-983	310	22	specify	specify	VERB
iassist-983	310	23	a	a	DET
iassist-983	310	24	“	"	PUNCT
iassist-983	310	25	seed	seed	NOUN
iassist-983	310	26	”	"	PUNCT
iassist-983	310	27	for	for	ADP
iassist-983	310	28	its	its	PRON
iassist-983	310	29	random	random	ADJ
iassist-983	310	30	number	number	NOUN
iassist-983	310	31	generator	generator	NOUN
iassist-983	310	32	.	.	PUNCT
iassist-983	311	1	since	since	SCONJ
iassist-983	311	2	the	the	DET
iassist-983	311	3	seed	seed	NOUN
iassist-983	311	4	is	be	AUX
iassist-983	311	5	specific	specific	ADJ
iassist-983	311	6	to	to	ADP
iassist-983	311	7	the	the	DET
iassist-983	311	8	implementation	implementation	NOUN
iassist-983	311	9	in	in	ADP
iassist-983	311	10	sas	sas	PROPN
iassist-983	311	11	,	,	PUNCT
iassist-983	311	12	it	it	PRON
iassist-983	311	13	is	be	AUX
iassist-983	311	14	not	not	PART
iassist-983	311	15	included	include	VERB
iassist-983	311	16	in	in	ADP
iassist-983	311	17	sdtl	sdtl	NOUN
iassist-983	311	18	.	.	PUNCT
iassist-983	312	1	in	in	ADP
iassist-983	312	2	r	r	NOUN
iassist-983	312	3	the	the	DET
iassist-983	312	4	“	"	PUNCT
iassist-983	312	5	runif	runif	NOUN
iassist-983	312	6	”	"	PUNCT
iassist-983	312	7	function	function	NOUN
iassist-983	312	8	creates	create	VERB
iassist-983	312	9	a	a	DET
iassist-983	312	10	vector	vector	NOUN
iassist-983	312	11	of	of	ADP
iassist-983	312	12	random	random	ADJ
iassist-983	312	13	numbers	number	NOUN
iassist-983	312	14	of	of	ADP
iassist-983	312	15	length	length	NOUN
iassist-983	312	16	“	"	PUNCT
iassist-983	312	17	n	n	CCONJ
iassist-983	312	18	”	"	PUNCT
iassist-983	312	19	.	.	PUNCT
iassist-983	313	1	we	we	PRON
iassist-983	313	2	assume	assume	VERB
iassist-983	313	3	that	that	SCONJ
iassist-983	313	4	the	the	DET
iassist-983	313	5	random	random	ADJ
iassist-983	313	6	number	number	NOUN
iassist-983	313	7	will	will	AUX
iassist-983	313	8	be	be	AUX
iassist-983	313	9	either	either	CCONJ
iassist-983	313	10	a	a	DET
iassist-983	313	11	single	single	ADJ
iassist-983	313	12	number	number	NOUN
iassist-983	313	13	used	use	VERB
iassist-983	313	14	in	in	ADP
iassist-983	313	15	an	an	DET
iassist-983	313	16	expression	expression	NOUN
iassist-983	313	17	or	or	CCONJ
iassist-983	313	18	a	a	DET
iassist-983	313	19	vector	vector	NOUN
iassist-983	313	20	added	add	VERB
iassist-983	313	21	to	to	ADP
iassist-983	313	22	the	the	DET
iassist-983	313	23	dataframe	dataframe	PROPN
iassist-983	313	24	as	as	ADP
iassist-983	313	25	a	a	DET
iassist-983	313	26	new	new	ADJ
iassist-983	313	27	variable	variable	NOUN
iassist-983	313	28	,	,	PUNCT
iassist-983	313	29	which	which	PRON
iassist-983	313	30	makes	make	VERB
iassist-983	313	31	this	this	DET
iassist-983	313	32	parameter	parameter	NOUN
iassist-983	313	33	unnecessary	unnecessary	ADJ
iassist-983	313	34	in	in	ADP
iassist-983	313	35	sdtl	sdtl	NOUN
iassist-983	313	36	.	.	PUNCT
iassist-983	314	1	the	the	DET
iassist-983	314	2	function	function	NOUN
iassist-983	314	3	library	library	NOUN
iassist-983	314	4	partitions	partition	NOUN
iassist-983	314	5	functions	function	NOUN
iassist-983	314	6	into	into	ADP
iassist-983	314	7	four	four	NUM
iassist-983	314	8	groups	group	NOUN
iassist-983	314	9	corresponding	correspond	VERB
iassist-983	314	10	to	to	ADP
iassist-983	314	11	different	different	ADJ
iassist-983	314	12	sdtl	sdtl	NOUN
iassist-983	314	13	commands	command	NOUN
iassist-983	314	14	:	:	PUNCT
iassist-983	314	15	function	function	NOUN
iassist-983	314	16	library	library	NOUN
iassist-983	314	17	group	group	NOUN
iassist-983	314	18	sdtl	sdtl	NOUN
iassist-983	314	19	command	command	NOUN
iassist-983	314	20	meaning	mean	VERB
iassist-983	314	21	horizontal	horizontal	ADJ
iassist-983	314	22	compute	compute	NOUN
iassist-983	314	23	calculates	calculate	VERB
iassist-983	314	24	a	a	DET
iassist-983	314	25	value	value	NOUN
iassist-983	314	26	from	from	ADP
iassist-983	314	27	variables	variable	NOUN
iassist-983	314	28	on	on	ADP
iassist-983	314	29	the	the	DET
iassist-983	314	30	same	same	ADJ
iassist-983	314	31	row	row	NOUN
iassist-983	314	32	.	.	PUNCT
iassist-983	315	1	rows	row	NOUN
iassist-983	315	2	are	be	AUX
iassist-983	315	3	processed	process	VERB
iassist-983	315	4	sequentially	sequentially	ADV
iassist-983	315	5	.	.	PUNCT
iassist-983	316	1	vertical	vertical	ADJ
iassist-983	316	2	aggregate	aggregate	NOUN
iassist-983	316	3	calculates	calculate	VERB
iassist-983	316	4	a	a	DET
iassist-983	316	5	new	new	ADJ
iassist-983	316	6	variable	variable	NOUN
iassist-983	316	7	by	by	ADP
iassist-983	316	8	aggregating	aggregate	VERB
iassist-983	316	9	across	across	ADP
iassist-983	316	10	rows	row	NOUN
iassist-983	316	11	in	in	ADP
iassist-983	316	12	a	a	DET
iassist-983	316	13	group	group	NOUN
iassist-983	316	14	.	.	PUNCT
iassist-983	317	1	every	every	DET
iassist-983	317	2	row	row	NOUN
iassist-983	317	3	in	in	ADP
iassist-983	317	4	the	the	DET
iassist-983	317	5	group	group	NOUN
iassist-983	317	6	has	have	VERB
iassist-983	317	7	the	the	DET
iassist-983	317	8	same	same	ADJ
iassist-983	317	9	value	value	NOUN
iassist-983	317	10	.	.	PUNCT
iassist-983	318	1	collapse	collapse	NOUN
iassist-983	318	2	collapse	collapse	NOUN
iassist-983	318	3	calculates	calculate	VERB
iassist-983	318	4	a	a	DET
iassist-983	318	5	new	new	ADJ
iassist-983	318	6	variable	variable	NOUN
iassist-983	318	7	by	by	ADP
iassist-983	318	8	aggregating	aggregate	VERB
iassist-983	318	9	across	across	ADP
iassist-983	318	10	rows	row	NOUN
iassist-983	318	11	in	in	ADP
iassist-983	318	12	a	a	DET
iassist-983	318	13	group	group	NOUN
iassist-983	318	14	in	in	ADP
iassist-983	318	15	a	a	DET
iassist-983	318	16	new	new	ADJ
iassist-983	318	17	dataframe	dataframe	NOUN
iassist-983	318	18	with	with	ADP
iassist-983	318	19	one	one	NUM
iassist-983	318	20	row	row	NOUN
iassist-983	318	21	per	per	ADP
iassist-983	318	22	group	group	NOUN
iassist-983	318	23	.	.	PUNCT
iassist-983	319	1	logical	logical	ADJ
iassist-983	319	2	doif	doif	NOUN
iassist-983	319	3	ifrows	ifrow	VERB
iassist-983	319	4	keepcases	keepcase	NOUN
iassist-983	319	5	dropcases	dropcase	NOUN
iassist-983	319	6	functions	function	NOUN
iassist-983	319	7	used	use	VERB
iassist-983	319	8	in	in	ADP
iassist-983	319	9	logical	logical	ADJ
iassist-983	319	10	conditions	condition	NOUN
iassist-983	319	11	.	.	PUNCT
iassist-983	320	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	320	2	16/26	16/26	NUM
iassist-983	320	3	alter	alter	NOUN
iassist-983	320	4	,	,	PUNCT
iassist-983	320	5	et	et	PROPN
iassist-983	320	6	al	al	PROPN
iassist-983	320	7	.	.	PROPN
iassist-983	320	8	(	(	PUNCT
iassist-983	320	9	2020	2020	NUM
iassist-983	320	10	)	)	PUNCT
iassist-983	320	11	provenance	provenance	NOUN
iassist-983	320	12	metadata	metadata	NOUN
iassist-983	320	13	for	for	ADP
iassist-983	320	14	statistical	statistical	ADJ
iassist-983	320	15	data	datum	NOUN
iassist-983	320	16	:	:	PUNCT
iassist-983	320	17	an	an	DET
iassist-983	320	18	introduction	introduction	NOUN
iassist-983	320	19	to	to	ADP
iassist-983	320	20	structured	structured	ADJ
iassist-983	320	21	data	datum	NOUN
iassist-983	320	22	transformation	transformation	NOUN
iassist-983	320	23	language	language	NOUN
iassist-983	320	24	(	(	PUNCT
iassist-983	320	25	sdtl	sdtl	NOUN
iassist-983	320	26	)	)	PUNCT
iassist-983	320	27	,	,	PUNCT
iassist-983	320	28	iassist	iassist	VERB
iassist-983	320	29	quarterly	quarterly	ADJ
iassist-983	320	30	44(4	44(4	NOUN
iassist-983	320	31	)	)	PUNCT
iassist-983	320	32	,	,	PUNCT
iassist-983	320	33	pp	pp	ADP
iassist-983	320	34	.	.	PUNCT
iassist-983	321	1	1	1	NUM
iassist-983	321	2	-	-	SYM
iassist-983	321	3	26	26	NUM
iassist-983	321	4	.	.	PUNCT
iassist-983	322	1	doi	doi	NOUN
iassist-983	322	2	:	:	PUNCT
iassist-983	322	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	322	4	horizontal	horizontal	ADJ
iassist-983	322	5	functions	function	NOUN
iassist-983	322	6	operate	operate	VERB
iassist-983	322	7	sequentially	sequentially	ADV
iassist-983	322	8	by	by	ADP
iassist-983	322	9	row	row	NOUN
iassist-983	322	10	using	use	VERB
iassist-983	322	11	variables	variable	NOUN
iassist-983	322	12	appearing	appear	VERB
iassist-983	322	13	on	on	ADP
iassist-983	322	14	each	each	DET
iassist-983	322	15	row	row	NOUN
iassist-983	322	16	.	.	PUNCT
iassist-983	323	1	vertical	vertical	ADJ
iassist-983	323	2	and	and	CCONJ
iassist-983	323	3	collapse	collapse	NOUN
iassist-983	323	4	functions	function	NOUN
iassist-983	323	5	operate	operate	VERB
iassist-983	323	6	on	on	ADP
iassist-983	323	7	groups	group	NOUN
iassist-983	323	8	of	of	ADP
iassist-983	323	9	rows	row	NOUN
iassist-983	323	10	by	by	ADP
iassist-983	323	11	aggregating	aggregate	VERB
iassist-983	323	12	values	value	NOUN
iassist-983	323	13	within	within	ADP
iassist-983	323	14	columns	column	NOUN
iassist-983	323	15	(	(	PUNCT
iassist-983	323	16	see	see	VERB
iassist-983	323	17	figure	figure	NOUN
iassist-983	323	18	2	2	NUM
iassist-983	323	19	)	)	PUNCT
iassist-983	323	20	.	.	PUNCT
iassist-983	324	1	vertical	vertical	ADJ
iassist-983	324	2	functions	function	NOUN
iassist-983	324	3	used	use	VERB
iassist-983	324	4	in	in	ADP
iassist-983	324	5	an	an	DET
iassist-983	324	6	sdtl	sdtl	NOUN
iassist-983	324	7	aggregate	aggregate	NOUN
iassist-983	324	8	command	command	NOUN
iassist-983	324	9	add	add	VERB
iassist-983	324	10	new	new	ADJ
iassist-983	324	11	variables	variable	NOUN
iassist-983	324	12	(	(	PUNCT
iassist-983	324	13	columns	column	NOUN
iassist-983	324	14	)	)	PUNCT
iassist-983	324	15	to	to	ADP
iassist-983	324	16	a	a	DET
iassist-983	324	17	dataframe	dataframe	ADJ
iassist-983	324	18	by	by	ADP
iassist-983	324	19	applying	apply	VERB
iassist-983	324	20	the	the	DET
iassist-983	324	21	result	result	NOUN
iassist-983	324	22	of	of	ADP
iassist-983	324	23	a	a	DET
iassist-983	324	24	computation	computation	NOUN
iassist-983	324	25	to	to	ADP
iassist-983	324	26	every	every	DET
iassist-983	324	27	row	row	NOUN
iassist-983	324	28	in	in	ADP
iassist-983	324	29	a	a	DET
iassist-983	324	30	group	group	NOUN
iassist-983	324	31	.	.	PUNCT
iassist-983	325	1	the	the	DET
iassist-983	325	2	collapse	collapse	NOUN
iassist-983	325	3	command	command	NOUN
iassist-983	325	4	does	do	VERB
iassist-983	325	5	the	the	DET
iassist-983	325	6	same	same	ADJ
iassist-983	325	7	computation	computation	NOUN
iassist-983	325	8	,	,	PUNCT
iassist-983	325	9	but	but	CCONJ
iassist-983	325	10	it	it	PRON
iassist-983	325	11	reduces	reduce	VERB
iassist-983	325	12	the	the	DET
iassist-983	325	13	number	number	NOUN
iassist-983	325	14	of	of	ADP
iassist-983	325	15	rows	row	NOUN
iassist-983	325	16	by	by	ADP
iassist-983	325	17	creating	create	VERB
iassist-983	325	18	one	one	NUM
iassist-983	325	19	row	row	NOUN
iassist-983	325	20	per	per	ADP
iassist-983	325	21	group	group	NOUN
iassist-983	325	22	.	.	PUNCT
iassist-983	326	1	for	for	ADP
iassist-983	326	2	example	example	NOUN
iassist-983	326	3	,	,	PUNCT
iassist-983	326	4	suppose	suppose	VERB
iassist-983	326	5	that	that	SCONJ
iassist-983	326	6	groups	group	NOUN
iassist-983	326	7	are	be	AUX
iassist-983	326	8	defined	define	VERB
iassist-983	326	9	by	by	ADP
iassist-983	326	10	variable	variable	ADJ
iassist-983	326	11	“	"	PUNCT
iassist-983	326	12	yearsofeducation	yearsofeducation	NOUN
iassist-983	326	13	,	,	PUNCT
iassist-983	326	14	”	"	PUNCT
iassist-983	326	15	and	and	CCONJ
iassist-983	326	16	we	we	PRON
iassist-983	326	17	compute	compute	VERB
iassist-983	326	18	mean(annualincome	mean(annualincome	PROPN
iassist-983	326	19	)	)	PUNCT
iassist-983	326	20	.	.	PUNCT
iassist-983	327	1	the	the	DET
iassist-983	327	2	aggregate	aggregate	ADJ
iassist-983	327	3	command	command	NOUN
iassist-983	327	4	will	will	AUX
iassist-983	327	5	add	add	VERB
iassist-983	327	6	mean	mean	ADJ
iassist-983	327	7	annualincome	annualincome	NOUN
iassist-983	327	8	to	to	ADP
iassist-983	327	9	every	every	DET
iassist-983	327	10	row	row	NOUN
iassist-983	327	11	,	,	PUNCT
iassist-983	327	12	and	and	CCONJ
iassist-983	327	13	the	the	DET
iassist-983	327	14	collapse	collapse	NOUN
iassist-983	327	15	command	command	NOUN
iassist-983	327	16	will	will	AUX
iassist-983	327	17	create	create	VERB
iassist-983	327	18	one	one	NUM
iassist-983	327	19	row	row	NOUN
iassist-983	327	20	for	for	ADP
iassist-983	327	21	every	every	DET
iassist-983	327	22	value	value	NOUN
iassist-983	327	23	of	of	ADP
iassist-983	327	24	yearsofeducation	yearsofeducation	NOUN
iassist-983	327	25	including	include	VERB
iassist-983	327	26	both	both	CCONJ
iassist-983	327	27	yearsofeducation	yearsofeducation	NOUN
iassist-983	327	28	and	and	CCONJ
iassist-983	327	29	mean	mean	ADJ
iassist-983	327	30	annualincome	annualincome	NOUN
iassist-983	327	31	.	.	PUNCT
iassist-983	328	1	thus	thus	ADV
iassist-983	328	2	,	,	PUNCT
iassist-983	328	3	vertical	vertical	ADJ
iassist-983	328	4	functions	function	NOUN
iassist-983	328	5	do	do	AUX
iassist-983	328	6	not	not	PART
iassist-983	328	7	change	change	VERB
iassist-983	328	8	the	the	DET
iassist-983	328	9	number	number	NOUN
iassist-983	328	10	of	of	ADP
iassist-983	328	11	rows	row	NOUN
iassist-983	328	12	in	in	ADP
iassist-983	328	13	the	the	DET
iassist-983	328	14	dataframe	dataframe	PROPN
iassist-983	328	15	,	,	PUNCT
iassist-983	328	16	and	and	CCONJ
iassist-983	328	17	collapse	collapse	NOUN
iassist-983	328	18	functions	function	NOUN
iassist-983	328	19	create	create	VERB
iassist-983	328	20	a	a	DET
iassist-983	328	21	new	new	ADJ
iassist-983	328	22	dataframe	dataframe	NOUN
iassist-983	328	23	with	with	ADP
iassist-983	328	24	fewer	few	ADJ
iassist-983	328	25	rows	row	NOUN
iassist-983	328	26	.	.	PUNCT
iassist-983	329	1	figure	figure	NOUN
iassist-983	329	2	2	2	NUM
iassist-983	329	3	.	.	PUNCT
iassist-983	330	1	illustrations	illustration	NOUN
iassist-983	330	2	of	of	ADP
iassist-983	330	3	aggregate	aggregate	NOUN
iassist-983	330	4	and	and	CCONJ
iassist-983	330	5	collapse	collapse	VERB
iassist-983	330	6	all	all	DET
iassist-983	330	7	functions	function	NOUN
iassist-983	330	8	have	have	VERB
iassist-983	330	9	unique	unique	ADJ
iassist-983	330	10	names	name	NOUN
iassist-983	330	11	in	in	ADP
iassist-983	330	12	sdtl	sdtl	NOUN
iassist-983	330	13	,	,	PUNCT
iassist-983	330	14	but	but	CCONJ
iassist-983	330	15	other	other	ADJ
iassist-983	330	16	languages	language	NOUN
iassist-983	330	17	sometimes	sometimes	ADV
iassist-983	330	18	use	use	VERB
iassist-983	330	19	the	the	DET
iassist-983	330	20	same	same	ADJ
iassist-983	330	21	function	function	NOUN
iassist-983	330	22	name	name	NOUN
iassist-983	330	23	in	in	ADP
iassist-983	330	24	different	different	ADJ
iassist-983	330	25	contexts	context	NOUN
iassist-983	330	26	with	with	ADP
iassist-983	330	27	different	different	ADJ
iassist-983	330	28	outcomes	outcome	NOUN
iassist-983	330	29	.	.	PUNCT
iassist-983	331	1	a	a	DET
iassist-983	331	2	good	good	ADJ
iassist-983	331	3	illustration	illustration	NOUN
iassist-983	331	4	is	be	AUX
iassist-983	331	5	a	a	DET
iassist-983	331	6	function	function	NOUN
iassist-983	331	7	for	for	ADP
iassist-983	331	8	computing	computing	NOUN
iassist-983	331	9	means	mean	NOUN
iassist-983	331	10	,	,	PUNCT
iassist-983	331	11	which	which	PRON
iassist-983	331	12	has	have	VERB
iassist-983	331	13	three	three	NUM
iassist-983	331	14	different	different	ADJ
iassist-983	331	15	meanings	meaning	NOUN
iassist-983	331	16	in	in	ADP
iassist-983	331	17	both	both	CCONJ
iassist-983	331	18	spss	spss	NOUN
iassist-983	331	19	and	and	CCONJ
iassist-983	331	20	stata	stata	NOUN
iassist-983	331	21	.	.	PUNCT
iassist-983	332	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	332	2	17/26	17/26	NUM
iassist-983	332	3	alter	alter	NOUN
iassist-983	332	4	,	,	PUNCT
iassist-983	332	5	et	et	PROPN
iassist-983	332	6	al	al	PROPN
iassist-983	332	7	.	.	PROPN
iassist-983	332	8	(	(	PUNCT
iassist-983	332	9	2020	2020	NUM
iassist-983	332	10	)	)	PUNCT
iassist-983	332	11	provenance	provenance	NOUN
iassist-983	332	12	metadata	metadata	NOUN
iassist-983	332	13	for	for	ADP
iassist-983	332	14	statistical	statistical	ADJ
iassist-983	332	15	data	datum	NOUN
iassist-983	332	16	:	:	PUNCT
iassist-983	332	17	an	an	DET
iassist-983	332	18	introduction	introduction	NOUN
iassist-983	332	19	to	to	ADP
iassist-983	332	20	structured	structured	ADJ
iassist-983	332	21	data	datum	NOUN
iassist-983	332	22	transformation	transformation	NOUN
iassist-983	332	23	language	language	NOUN
iassist-983	332	24	(	(	PUNCT
iassist-983	332	25	sdtl	sdtl	NOUN
iassist-983	332	26	)	)	PUNCT
iassist-983	332	27	,	,	PUNCT
iassist-983	332	28	iassist	iassist	VERB
iassist-983	332	29	quarterly	quarterly	ADJ
iassist-983	332	30	44(4	44(4	NOUN
iassist-983	332	31	)	)	PUNCT
iassist-983	332	32	,	,	PUNCT
iassist-983	332	33	pp	pp	ADP
iassist-983	332	34	.	.	PUNCT
iassist-983	333	1	1	1	NUM
iassist-983	333	2	-	-	SYM
iassist-983	333	3	26	26	NUM
iassist-983	333	4	.	.	PUNCT
iassist-983	334	1	doi	doi	NOUN
iassist-983	334	2	:	:	PUNCT
iassist-983	334	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	NOUN
iassist-983	334	4	compute	compute	NOUN
iassist-983	334	5	aggregate	aggregate	ADJ
iassist-983	334	6	collapse	collapse	NOUN
iassist-983	334	7	sdtl	sdtl	NOUN
iassist-983	334	8	mean(exp1	mean(exp1	ADJ
iassist-983	334	9	)	)	PUNCT
iassist-983	334	10	agg_mean(exp1	agg_mean(exp1	ADJ
iassist-983	334	11	)	)	PUNCT
iassist-983	334	12	col_mean(exp1	col_mean(exp1	ADJ
iassist-983	334	13	)	)	PUNCT
iassist-983	334	14	spss	spss	NOUN
iassist-983	334	15	mean(exp1	mean(exp1	ADJ
iassist-983	334	16	)	)	PUNCT
iassist-983	334	17	context	context	NOUN
iassist-983	334	18	:	:	PUNCT
iassist-983	334	19	compute	compute	NOUN
iassist-983	334	20	mean(exp1	mean(exp1	ADJ
iassist-983	334	21	)	)	PUNCT
iassist-983	334	22	context	context	NOUN
iassist-983	334	23	:	:	PUNCT
iassist-983	334	24	aggregate	aggregate	VERB
iassist-983	334	25	with	with	ADP
iassist-983	334	26	mode	mode	NOUN
iassist-983	334	27	=	=	NOUN
iassist-983	334	28	addvariables	addvariable	NOUN
iassist-983	334	29	mean(exp1	mean(exp1	ADJ
iassist-983	334	30	)	)	PUNCT
iassist-983	334	31	context	context	NOUN
iassist-983	334	32	:	:	PUNCT
iassist-983	334	33	aggregate	aggregate	VERB
iassist-983	334	34	stata	stata	NOUN
iassist-983	334	35	rowmean(exp1	rowmean(exp1	ADJ
iassist-983	334	36	)	)	PUNCT
iassist-983	334	37	context	context	NOUN
iassist-983	334	38	:	:	PUNCT
iassist-983	334	39	generate	generate	VERB
iassist-983	334	40	,	,	PUNCT
iassist-983	334	41	replace	replace	VERB
iassist-983	334	42	mean(exp1	mean(exp1	ADJ
iassist-983	334	43	)	)	PUNCT
iassist-983	334	44	context	context	NOUN
iassist-983	334	45	:	:	PUNCT
iassist-983	334	46	egen	egen	PROPN
iassist-983	334	47	“	"	PUNCT
iassist-983	334	48	(	(	PUNCT
iassist-983	334	49	mean	mean	NOUN
iassist-983	334	50	)	)	PUNCT
iassist-983	334	51	”	"	PUNCT
iassist-983	334	52	statistic	statistic	ADJ
iassist-983	334	53	option	option	NOUN
iassist-983	334	54	context	context	NOUN
iassist-983	334	55	:	:	PUNCT
iassist-983	334	56	collapse	collapse	NOUN
iassist-983	334	57	flow	flow	NOUN
iassist-983	334	58	control	control	NOUN
iassist-983	334	59	,	,	PUNCT
iassist-983	334	60	loops	loop	NOUN
iassist-983	334	61	,	,	PUNCT
iassist-983	334	62	and	and	CCONJ
iassist-983	334	63	macros	macros	PROPN
iassist-983	334	64	statistical	statistical	ADJ
iassist-983	334	65	software	software	NOUN
iassist-983	334	66	packages	package	NOUN
iassist-983	334	67	include	include	VERB
iassist-983	334	68	extensive	extensive	ADJ
iassist-983	334	69	programming	programming	NOUN
iassist-983	334	70	capabilities	capability	NOUN
iassist-983	334	71	.	.	PUNCT
iassist-983	335	1	stata	stata	VERB
iassist-983	335	2	and	and	CCONJ
iassist-983	335	3	sas	sas	PROPN
iassist-983	335	4	have	have	VERB
iassist-983	335	5	powerful	powerful	ADJ
iassist-983	335	6	macro	macro	ADJ
iassist-983	335	7	features	feature	NOUN
iassist-983	335	8	,	,	PUNCT
iassist-983	335	9	and	and	CCONJ
iassist-983	335	10	r	r	NOUN
iassist-983	335	11	and	and	CCONJ
iassist-983	335	12	python	python	NOUN
iassist-983	335	13	are	be	AUX
iassist-983	335	14	very	very	ADV
iassist-983	335	15	capable	capable	ADJ
iassist-983	335	16	programming	programming	NOUN
iassist-983	335	17	languages	language	NOUN
iassist-983	335	18	.	.	PUNCT
iassist-983	336	1	there	there	PRON
iassist-983	336	2	are	be	VERB
iassist-983	336	3	two	two	NUM
iassist-983	336	4	ways	way	NOUN
iassist-983	336	5	of	of	ADP
iassist-983	336	6	handling	handle	VERB
iassist-983	336	7	these	these	DET
iassist-983	336	8	programming	programming	NOUN
iassist-983	336	9	features	feature	NOUN
iassist-983	336	10	in	in	ADP
iassist-983	336	11	sdtl	sdtl	NOUN
iassist-983	336	12	.	.	PUNCT
iassist-983	337	1	first	first	ADV
iassist-983	337	2	,	,	PUNCT
iassist-983	337	3	whenever	whenever	SCONJ
iassist-983	337	4	possible	possible	ADJ
iassist-983	337	5	the	the	DET
iassist-983	337	6	parser	parser	NOUN
iassist-983	337	7	will	will	AUX
iassist-983	337	8	expand	expand	VERB
iassist-983	337	9	macros	macro	NOUN
iassist-983	337	10	and	and	CCONJ
iassist-983	337	11	other	other	ADJ
iassist-983	337	12	programming	programming	NOUN
iassist-983	337	13	code	code	NOUN
iassist-983	337	14	into	into	ADP
iassist-983	337	15	simpler	simple	ADJ
iassist-983	337	16	commands	command	NOUN
iassist-983	337	17	.	.	PUNCT
iassist-983	338	1	for	for	ADP
iassist-983	338	2	example	example	NOUN
iassist-983	338	3	,	,	PUNCT
iassist-983	338	4	if	if	SCONJ
iassist-983	338	5	a	a	DET
iassist-983	338	6	loop	loop	NOUN
iassist-983	338	7	applies	apply	VERB
iassist-983	338	8	a	a	DET
iassist-983	338	9	compute	compute	ADJ
iassist-983	338	10	command	command	NOUN
iassist-983	338	11	to	to	ADP
iassist-983	338	12	four	four	NUM
iassist-983	338	13	variables	variable	NOUN
iassist-983	338	14	,	,	PUNCT
iassist-983	338	15	it	it	PRON
iassist-983	338	16	can	can	AUX
iassist-983	338	17	be	be	AUX
iassist-983	338	18	converted	convert	VERB
iassist-983	338	19	into	into	ADP
iassist-983	338	20	four	four	NUM
iassist-983	338	21	compute	compute	NOUN
iassist-983	338	22	commands	command	NOUN
iassist-983	338	23	.	.	PUNCT
iassist-983	339	1	this	this	PRON
iassist-983	339	2	may	may	AUX
iassist-983	339	3	make	make	VERB
iassist-983	339	4	the	the	DET
iassist-983	339	5	sdtl	sdtl	NOUN
iassist-983	339	6	long	long	ADV
iassist-983	339	7	and	and	CCONJ
iassist-983	339	8	verbose	verbose	VERB
iassist-983	339	9	,	,	PUNCT
iassist-983	339	10	but	but	CCONJ
iassist-983	339	11	it	it	PRON
iassist-983	339	12	simplifies	simplify	VERB
iassist-983	339	13	the	the	DET
iassist-983	339	14	work	work	NOUN
iassist-983	339	15	of	of	ADP
iassist-983	339	16	finding	find	VERB
iassist-983	339	17	which	which	DET
iassist-983	339	18	commands	command	NOUN
iassist-983	339	19	affect	affect	VERB
iassist-983	339	20	every	every	DET
iassist-983	339	21	variable	variable	NOUN
iassist-983	339	22	.	.	PUNCT
iassist-983	340	1	second	second	ADJ
iassist-983	340	2	,	,	PUNCT
iassist-983	340	3	sdtl	sdtl	NOUN
iassist-983	340	4	does	do	AUX
iassist-983	340	5	include	include	VERB
iassist-983	340	6	types	type	NOUN
iassist-983	340	7	for	for	ADP
iassist-983	340	8	describing	describe	VERB
iassist-983	340	9	loops	loop	NOUN
iassist-983	340	10	(	(	PUNCT
iassist-983	340	11	loopoverlist	loopoverlist	ADJ
iassist-983	340	12	,	,	PUNCT
iassist-983	340	13	loopwhile	loopwhile	NOUN
iassist-983	340	14	)	)	PUNCT
iassist-983	340	15	,	,	PUNCT
iassist-983	340	16	which	which	PRON
iassist-983	340	17	are	be	AUX
iassist-983	340	18	the	the	DET
iassist-983	340	19	most	most	ADV
iassist-983	340	20	common	common	ADJ
iassist-983	340	21	kind	kind	NOUN
iassist-983	340	22	of	of	ADP
iassist-983	340	23	flow	flow	NOUN
iassist-983	340	24	control	control	NOUN
iassist-983	340	25	,	,	PUNCT
iassist-983	340	26	and	and	CCONJ
iassist-983	340	27	iteratorsymbolexpression	iteratorsymbolexpression	NOUN
iassist-983	340	28	was	be	AUX
iassist-983	340	29	created	create	VERB
iassist-983	340	30	to	to	PART
iassist-983	340	31	describe	describe	VERB
iassist-983	340	32	an	an	DET
iassist-983	340	33	index	index	NOUN
iassist-983	340	34	used	use	VERB
iassist-983	340	35	in	in	ADP
iassist-983	340	36	a	a	DET
iassist-983	340	37	loop	loop	NOUN
iassist-983	340	38	.	.	PUNCT
iassist-983	341	1	sdtl	sdtl	NOUN
iassist-983	341	2	does	do	AUX
iassist-983	341	3	not	not	PART
iassist-983	341	4	have	have	AUX
iassist-983	341	5	arrays	array	NOUN
iassist-983	341	6	,	,	PUNCT
iassist-983	341	7	which	which	PRON
iassist-983	341	8	may	may	AUX
iassist-983	341	9	be	be	AUX
iassist-983	341	10	used	use	VERB
iassist-983	341	11	in	in	ADP
iassist-983	341	12	loops	loop	NOUN
iassist-983	341	13	,	,	PUNCT
iassist-983	341	14	but	but	CCONJ
iassist-983	341	15	it	it	PRON
iassist-983	341	16	does	do	AUX
iassist-983	341	17	have	have	VERB
iassist-983	341	18	functions	function	NOUN
iassist-983	341	19	that	that	PRON
iassist-983	341	20	operate	operate	VERB
iassist-983	341	21	like	like	ADP
iassist-983	341	22	arrays	array	NOUN
iassist-983	341	23	.	.	PUNCT
iassist-983	342	1	the	the	DET
iassist-983	342	2	variablearraydereference	variablearraydereference	NOUN
iassist-983	342	3	and	and	CCONJ
iassist-983	342	4	valuearraydereference	valuearraydereference	NOUN
iassist-983	342	5	functions	function	NOUN
iassist-983	342	6	allow	allow	VERB
iassist-983	342	7	an	an	DET
iassist-983	342	8	sdtl	sdtl	NOUN
iassist-983	342	9	script	script	NOUN
iassist-983	342	10	to	to	PART
iassist-983	342	11	use	use	VERB
iassist-983	342	12	an	an	DET
iassist-983	342	13	expression	expression	NOUN
iassist-983	342	14	to	to	PART
iassist-983	342	15	select	select	VERB
iassist-983	342	16	an	an	DET
iassist-983	342	17	entry	entry	NOUN
iassist-983	342	18	in	in	ADP
iassist-983	342	19	a	a	DET
iassist-983	342	20	list	list	NOUN
iassist-983	342	21	.	.	PUNCT
iassist-983	343	1	the	the	DET
iassist-983	343	2	first	first	ADJ
iassist-983	343	3	parameter	parameter	NOUN
iassist-983	343	4	of	of	ADP
iassist-983	343	5	each	each	DET
iassist-983	343	6	function	function	NOUN
iassist-983	343	7	points	point	NOUN
iassist-983	343	8	to	to	ADP
iassist-983	343	9	the	the	DET
iassist-983	343	10	position	position	NOUN
iassist-983	343	11	of	of	ADP
iassist-983	343	12	an	an	DET
iassist-983	343	13	entry	entry	NOUN
iassist-983	343	14	in	in	ADP
iassist-983	343	15	a	a	DET
iassist-983	343	16	variable	variable	ADJ
iassist-983	343	17	or	or	CCONJ
iassist-983	343	18	value	value	NOUN
iassist-983	343	19	list	list	NOUN
iassist-983	343	20	given	give	VERB
iassist-983	343	21	as	as	ADP
iassist-983	343	22	the	the	DET
iassist-983	343	23	second	second	ADJ
iassist-983	343	24	parameter	parameter	NOUN
iassist-983	343	25	.	.	PUNCT
iassist-983	344	1	the	the	DET
iassist-983	344	2	operation	operation	NOUN
iassist-983	344	3	of	of	ADP
iassist-983	344	4	these	these	DET
iassist-983	344	5	functions	function	NOUN
iassist-983	344	6	can	can	AUX
iassist-983	344	7	be	be	AUX
iassist-983	344	8	illustrated	illustrate	VERB
iassist-983	344	9	by	by	ADP
iassist-983	344	10	this	this	DET
iassist-983	344	11	simplified	simplify	VERB
iassist-983	344	12	example	example	NOUN
iassist-983	344	13	,	,	PUNCT
iassist-983	344	14	in	in	ADP
iassist-983	344	15	which	which	PRON
iassist-983	344	16	“	"	PUNCT
iassist-983	344	17	[	[	X
iassist-983	344	18	age	age	NOUN
iassist-983	344	19	,	,	PUNCT
iassist-983	344	20	sex	sex	NOUN
iassist-983	344	21	,	,	PUNCT
iassist-983	344	22	education	education	NOUN
iassist-983	344	23	,	,	PUNCT
iassist-983	344	24	income	income	NOUN
iassist-983	344	25	]	]	PUNCT
iassist-983	344	26	”	"	PUNCT
iassist-983	344	27	is	be	AUX
iassist-983	344	28	a	a	DET
iassist-983	344	29	list	list	NOUN
iassist-983	344	30	of	of	ADP
iassist-983	344	31	variable	variable	ADJ
iassist-983	344	32	names	name	NOUN
iassist-983	344	33	:	:	PUNCT
iassist-983	344	34	variablearraydereference	variablearraydereference	NOUN
iassist-983	344	35	(	(	PUNCT
iassist-983	344	36	3	3	NUM
iassist-983	344	37	,	,	PUNCT
iassist-983	344	38	[	[	X
iassist-983	344	39	age	age	NOUN
iassist-983	344	40	,	,	PUNCT
iassist-983	344	41	sex	sex	NOUN
iassist-983	344	42	,	,	PUNCT
iassist-983	344	43	education	education	NOUN
iassist-983	344	44	,	,	PUNCT
iassist-983	344	45	income	income	NOUN
iassist-983	344	46	]	]	PUNCT
iassist-983	344	47	)	)	PUNCT
iassist-983	344	48	the	the	DET
iassist-983	344	49	value	value	NOUN
iassist-983	344	50	of	of	ADP
iassist-983	344	51	this	this	DET
iassist-983	344	52	function	function	NOUN
iassist-983	344	53	would	would	AUX
iassist-983	344	54	be	be	AUX
iassist-983	344	55	“	"	PUNCT
iassist-983	344	56	education	education	NOUN
iassist-983	344	57	”	"	PUNCT
iassist-983	344	58	,	,	PUNCT
iassist-983	344	59	which	which	PRON
iassist-983	344	60	is	be	AUX
iassist-983	344	61	the	the	DET
iassist-983	344	62	third	third	ADJ
iassist-983	344	63	item	item	NOUN
iassist-983	344	64	in	in	ADP
iassist-983	344	65	the	the	DET
iassist-983	344	66	list	list	NOUN
iassist-983	344	67	.	.	PUNCT
iassist-983	345	1	since	since	SCONJ
iassist-983	345	2	the	the	DET
iassist-983	345	3	contents	content	NOUN
iassist-983	345	4	of	of	ADP
iassist-983	345	5	the	the	DET
iassist-983	345	6	list	list	NOUN
iassist-983	345	7	is	be	AUX
iassist-983	345	8	not	not	PART
iassist-983	345	9	stored	store	VERB
iassist-983	345	10	anywhere	anywhere	ADV
iassist-983	345	11	,	,	PUNCT
iassist-983	345	12	the	the	DET
iassist-983	345	13	full	full	ADJ
iassist-983	345	14	list	list	NOUN
iassist-983	345	15	must	must	AUX
iassist-983	345	16	be	be	AUX
iassist-983	345	17	repeated	repeat	VERB
iassist-983	345	18	every	every	DET
iassist-983	345	19	time	time	NOUN
iassist-983	345	20	that	that	SCONJ
iassist-983	345	21	the	the	DET
iassist-983	345	22	function	function	NOUN
iassist-983	345	23	is	be	AUX
iassist-983	345	24	used	use	VERB
iassist-983	345	25	.	.	PUNCT
iassist-983	346	1	however	however	ADV
iassist-983	346	2	,	,	PUNCT
iassist-983	346	3	the	the	DET
iassist-983	346	4	index	index	NOUN
iassist-983	346	5	parameter	parameter	NOUN
iassist-983	346	6	could	could	AUX
iassist-983	346	7	be	be	AUX
iassist-983	346	8	an	an	DET
iassist-983	346	9	iteratorsymbolexpression	iteratorsymbolexpression	NOUN
iassist-983	346	10	in	in	ADP
iassist-983	346	11	a	a	DET
iassist-983	346	12	loop	loop	NOUN
iassist-983	346	13	.	.	PUNCT
iassist-983	347	1	appending	append	VERB
iassist-983	347	2	,	,	PUNCT
iassist-983	347	3	merging	merge	VERB
iassist-983	347	4	,	,	PUNCT
iassist-983	347	5	and	and	CCONJ
iassist-983	347	6	updating	update	VERB
iassist-983	347	7	datasets	dataset	NOUN
iassist-983	347	8	the	the	DET
iassist-983	347	9	five	five	NUM
iassist-983	347	10	languages	language	NOUN
iassist-983	347	11	covered	cover	VERB
iassist-983	347	12	by	by	ADP
iassist-983	347	13	the	the	DET
iassist-983	347	14	c2metadata	c2metadata	ADJ
iassist-983	347	15	project	project	NOUN
iassist-983	347	16	offer	offer	VERB
iassist-983	347	17	a	a	DET
iassist-983	347	18	wide	wide	ADJ
iassist-983	347	19	variety	variety	NOUN
iassist-983	347	20	of	of	ADP
iassist-983	347	21	ways	way	NOUN
iassist-983	347	22	of	of	ADP
iassist-983	347	23	combining	combine	VERB
iassist-983	347	24	datasets	dataset	NOUN
iassist-983	347	25	.	.	PUNCT
iassist-983	348	1	appenddatasets	appenddataset	NOUN
iassist-983	348	2	is	be	AUX
iassist-983	348	3	used	use	VERB
iassist-983	348	4	to	to	PART
iassist-983	348	5	concatenate	concatenate	VERB
iassist-983	348	6	rows	row	NOUN
iassist-983	348	7	(	(	PUNCT
iassist-983	348	8	cases	case	NOUN
iassist-983	348	9	)	)	PUNCT
iassist-983	348	10	from	from	ADP
iassist-983	348	11	datasets	dataset	NOUN
iassist-983	348	12	that	that	PRON
iassist-983	348	13	have	have	VERB
iassist-983	348	14	the	the	DET
iassist-983	348	15	same	same	ADJ
iassist-983	348	16	columns	column	NOUN
iassist-983	348	17	(	(	PUNCT
iassist-983	348	18	variables	variable	NOUN
iassist-983	348	19	)	)	PUNCT
iassist-983	348	20	(	(	PUNCT
iassist-983	348	21	figure	figure	NOUN
iassist-983	348	22	3	3	NUM
iassist-983	348	23	)	)	PUNCT
iassist-983	348	24	.	.	PUNCT
iassist-983	349	1	mergedatasets	mergedataset	NOUN
iassist-983	349	2	combines	combine	VERB
iassist-983	349	3	columns	column	NOUN
iassist-983	349	4	from	from	ADP
iassist-983	349	5	datasets	dataset	NOUN
iassist-983	349	6	that	that	PRON
iassist-983	349	7	have	have	VERB
iassist-983	349	8	the	the	DET
iassist-983	349	9	same	same	ADJ
iassist-983	349	10	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	349	11	18/26	18/26	NUM
iassist-983	349	12	alter	alter	NOUN
iassist-983	349	13	,	,	PUNCT
iassist-983	349	14	et	et	PROPN
iassist-983	349	15	al	al	PROPN
iassist-983	349	16	.	.	PROPN
iassist-983	350	1	(	(	PUNCT
iassist-983	350	2	2020	2020	NUM
iassist-983	350	3	)	)	PUNCT
iassist-983	350	4	provenance	provenance	NOUN
iassist-983	350	5	metadata	metadata	NOUN
iassist-983	350	6	for	for	ADP
iassist-983	350	7	statistical	statistical	ADJ
iassist-983	350	8	data	datum	NOUN
iassist-983	350	9	:	:	PUNCT
iassist-983	350	10	an	an	DET
iassist-983	350	11	introduction	introduction	NOUN
iassist-983	350	12	to	to	ADP
iassist-983	350	13	structured	structured	ADJ
iassist-983	350	14	data	datum	NOUN
iassist-983	350	15	transformation	transformation	NOUN
iassist-983	350	16	language	language	NOUN
iassist-983	350	17	(	(	PUNCT
iassist-983	350	18	sdtl	sdtl	NOUN
iassist-983	350	19	)	)	PUNCT
iassist-983	350	20	,	,	PUNCT
iassist-983	350	21	iassist	iassist	VERB
iassist-983	350	22	quarterly	quarterly	ADJ
iassist-983	350	23	44(4	44(4	NOUN
iassist-983	350	24	)	)	PUNCT
iassist-983	350	25	,	,	PUNCT
iassist-983	350	26	pp	pp	ADP
iassist-983	350	27	.	.	PUNCT
iassist-983	351	1	1	1	NUM
iassist-983	351	2	-	-	SYM
iassist-983	351	3	26	26	NUM
iassist-983	351	4	.	.	PUNCT
iassist-983	352	1	doi	doi	NOUN
iassist-983	352	2	:	:	PUNCT
iassist-983	352	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	NOUN
iassist-983	352	4	rows	row	NOUN
iassist-983	352	5	.	.	PUNCT
iassist-983	353	1	these	these	DET
iassist-983	353	2	operations	operation	NOUN
iassist-983	353	3	are	be	AUX
iassist-983	353	4	complicated	complicate	VERB
iassist-983	353	5	by	by	ADP
iassist-983	353	6	features	feature	NOUN
iassist-983	353	7	that	that	PRON
iassist-983	353	8	resolve	resolve	VERB
iassist-983	353	9	conflicts	conflict	NOUN
iassist-983	353	10	,	,	PUNCT
iassist-983	353	11	such	such	ADJ
iassist-983	353	12	as	as	ADP
iassist-983	353	13	merging	merge	VERB
iassist-983	353	14	files	file	NOUN
iassist-983	353	15	with	with	ADP
iassist-983	353	16	overlapping	overlap	VERB
iassist-983	353	17	column	column	NOUN
iassist-983	353	18	names	name	NOUN
iassist-983	353	19	or	or	CCONJ
iassist-983	353	20	unmatched	unmatched	ADJ
iassist-983	353	21	rows	row	NOUN
iassist-983	353	22	.	.	PUNCT
iassist-983	354	1	datasets	dataset	NOUN
iassist-983	354	2	are	be	AUX
iassist-983	354	3	usually	usually	ADV
iassist-983	354	4	merged	merge	VERB
iassist-983	354	5	by	by	ADP
iassist-983	354	6	joining	join	VERB
iassist-983	354	7	rows	row	NOUN
iassist-983	354	8	with	with	ADP
iassist-983	354	9	the	the	DET
iassist-983	354	10	same	same	ADJ
iassist-983	354	11	keys	key	NOUN
iassist-983	354	12	,	,	PUNCT
iassist-983	354	13	but	but	CCONJ
iassist-983	354	14	some	some	DET
iassist-983	354	15	statistical	statistical	ADJ
iassist-983	354	16	packages	package	NOUN
iassist-983	354	17	will	will	AUX
iassist-983	354	18	merge	merge	VERB
iassist-983	354	19	rows	row	NOUN
iassist-983	354	20	sequentially	sequentially	ADV
iassist-983	354	21	when	when	SCONJ
iassist-983	354	22	keys	key	NOUN
iassist-983	354	23	are	be	AUX
iassist-983	354	24	not	not	PART
iassist-983	354	25	specified	specify	VERB
iassist-983	354	26	.	.	PUNCT
iassist-983	355	1	mergedatasets	mergedataset	NOUN
iassist-983	355	2	can	can	AUX
iassist-983	355	3	also	also	ADV
iassist-983	355	4	be	be	AUX
iassist-983	355	5	used	use	VERB
iassist-983	355	6	to	to	PART
iassist-983	355	7	update	update	VERB
iassist-983	355	8	a	a	DET
iassist-983	355	9	dataset	dataset	NOUN
iassist-983	355	10	by	by	ADP
iassist-983	355	11	replacing	replace	VERB
iassist-983	355	12	its	its	PRON
iassist-983	355	13	current	current	ADJ
iassist-983	355	14	values	value	NOUN
iassist-983	355	15	with	with	ADP
iassist-983	355	16	values	value	NOUN
iassist-983	355	17	from	from	ADP
iassist-983	355	18	a	a	DET
iassist-983	355	19	different	different	ADJ
iassist-983	355	20	dataset	dataset	NOUN
iassist-983	355	21	.	.	PUNCT
iassist-983	356	1	both	both	DET
iassist-983	356	2	appenddatasets	appenddataset	NOUN
iassist-983	356	3	and	and	CCONJ
iassist-983	356	4	mergedatasets	mergedataset	VERB
iassist-983	356	5	use	use	VERB
iassist-983	356	6	subtypes	subtype	NOUN
iassist-983	356	7	(	(	PUNCT
iassist-983	356	8	appendfiledescription	appendfiledescription	NOUN
iassist-983	356	9	,	,	PUNCT
iassist-983	356	10	mergefiledescription	mergefiledescription	NOUN
iassist-983	356	11	)	)	PUNCT
iassist-983	356	12	to	to	PART
iassist-983	356	13	describe	describe	VERB
iassist-983	356	14	actions	action	NOUN
iassist-983	356	15	that	that	PRON
iassist-983	356	16	apply	apply	VERB
iassist-983	356	17	to	to	ADP
iassist-983	356	18	specific	specific	ADJ
iassist-983	356	19	input	input	NOUN
iassist-983	356	20	datasets	dataset	NOUN
iassist-983	356	21	.	.	PUNCT
iassist-983	357	1	for	for	ADP
iassist-983	357	2	example	example	NOUN
iassist-983	357	3	,	,	PUNCT
iassist-983	357	4	the	the	DET
iassist-983	357	5	merge	merge	NOUN
iassist-983	357	6	commands	command	NOUN
iassist-983	357	7	in	in	ADP
iassist-983	357	8	spss	spss	PROPN
iassist-983	357	9	and	and	CCONJ
iassist-983	357	10	sas	sas	PROPN
iassist-983	357	11	allow	allow	VERB
iassist-983	357	12	users	user	NOUN
iassist-983	357	13	to	to	PART
iassist-983	357	14	rename	rename	VERB
iassist-983	357	15	variables	variable	NOUN
iassist-983	357	16	,	,	PUNCT
iassist-983	357	17	select	select	ADJ
iassist-983	357	18	variables	variable	NOUN
iassist-983	357	19	,	,	PUNCT
iassist-983	357	20	and	and	CCONJ
iassist-983	357	21	select	select	ADJ
iassist-983	357	22	cases	case	NOUN
iassist-983	357	23	at	at	ADP
iassist-983	357	24	the	the	DET
iassist-983	357	25	time	time	NOUN
iassist-983	357	26	of	of	ADP
iassist-983	357	27	the	the	DET
iassist-983	357	28	merge	merge	NOUN
iassist-983	357	29	without	without	ADP
iassist-983	357	30	changing	change	VERB
iassist-983	357	31	the	the	DET
iassist-983	357	32	input	input	NOUN
iassist-983	357	33	dataset	dataset	NOUN
iassist-983	357	34	.	.	PUNCT
iassist-983	358	1	figure	figure	NOUN
iassist-983	358	2	3	3	NUM
iassist-983	358	3	.	.	PUNCT
iassist-983	358	4	appending	append	VERB
iassist-983	358	5	datasets	dataset	NOUN
iassist-983	358	6	r	r	NOUN
iassist-983	358	7	(	(	PUNCT
iassist-983	358	8	dplyr	dplyr	PROPN
iassist-983	358	9	)	)	PUNCT
iassist-983	358	10	and	and	CCONJ
iassist-983	358	11	python	python	NOUN
iassist-983	358	12	(	(	PUNCT
iassist-983	358	13	pandas	pandas	PROPN
iassist-983	358	14	)	)	PUNCT
iassist-983	358	15	use	use	NOUN
iassist-983	358	16	“	"	PUNCT
iassist-983	358	17	joins	join	NOUN
iassist-983	358	18	”	"	PUNCT
iassist-983	358	19	like	like	ADP
iassist-983	358	20	those	those	PRON
iassist-983	358	21	in	in	ADP
iassist-983	358	22	sql	sql	NOUN
iassist-983	358	23	to	to	PART
iassist-983	358	24	merge	merge	VERB
iassist-983	358	25	dataframes	dataframe	NOUN
iassist-983	358	26	.	.	PUNCT
iassist-983	359	1	rows	row	NOUN
iassist-983	359	2	in	in	ADP
iassist-983	359	3	the	the	DET
iassist-983	359	4	output	output	NOUN
iassist-983	359	5	dataset	dataset	NOUN
iassist-983	359	6	are	be	AUX
iassist-983	359	7	created	create	VERB
iassist-983	359	8	by	by	ADP
iassist-983	359	9	comparing	compare	VERB
iassist-983	359	10	one	one	NUM
iassist-983	359	11	or	or	CCONJ
iassist-983	359	12	more	more	ADJ
iassist-983	359	13	key	key	ADJ
iassist-983	359	14	variables	variable	NOUN
iassist-983	359	15	specified	specify	VERB
iassist-983	359	16	in	in	ADP
iassist-983	359	17	a	a	DET
iassist-983	359	18	“	"	PUNCT
iassist-983	359	19	by	by	ADP
iassist-983	359	20	”	"	PUNCT
iassist-983	359	21	parameter	parameter	NOUN
iassist-983	359	22	.	.	PUNCT
iassist-983	360	1	joins	join	VERB
iassist-983	360	2	in	in	ADP
iassist-983	360	3	r	r	NOUN
iassist-983	360	4	and	and	CCONJ
iassist-983	360	5	python	python	NOUN
iassist-983	360	6	are	be	AUX
iassist-983	360	7	implicitly	implicitly	ADV
iassist-983	360	8	cartesian	cartesian	ADJ
iassist-983	360	9	joins	join	NOUN
iassist-983	360	10	that	that	PRON
iassist-983	360	11	create	create	VERB
iassist-983	360	12	every	every	DET
iassist-983	360	13	possible	possible	ADJ
iassist-983	360	14	combination	combination	NOUN
iassist-983	360	15	of	of	ADP
iassist-983	360	16	rows	row	NOUN
iassist-983	360	17	with	with	ADP
iassist-983	360	18	the	the	DET
iassist-983	360	19	same	same	ADJ
iassist-983	360	20	keys	key	NOUN
iassist-983	360	21	.	.	PUNCT
iassist-983	361	1	for	for	ADP
iassist-983	361	2	example	example	NOUN
iassist-983	361	3	,	,	PUNCT
iassist-983	361	4	caseid=2	caseid=2	PROPN
iassist-983	361	5	is	be	AUX
iassist-983	361	6	repeated	repeat	VERB
iassist-983	361	7	in	in	ADP
iassist-983	361	8	ds_a	ds_a	NOUN
iassist-983	361	9	and	and	CCONJ
iassist-983	361	10	caseid=1	caseid=1	PROPN
iassist-983	361	11	is	be	AUX
iassist-983	361	12	repeated	repeat	VERB
iassist-983	361	13	in	in	ADP
iassist-983	361	14	ds_b	ds_b	NOUN
iassist-983	361	15	.	.	PUNCT
iassist-983	362	1	the	the	DET
iassist-983	362	2	cartesian	cartesian	ADJ
iassist-983	362	3	join	join	NOUN
iassist-983	362	4	of	of	ADP
iassist-983	362	5	ds_a	ds_a	PROPN
iassist-983	362	6	and	and	CCONJ
iassist-983	362	7	ds_b	ds_b	NOUN
iassist-983	362	8	by	by	ADP
iassist-983	362	9	caseid	caseid	PROPN
iassist-983	362	10	is	be	AUX
iassist-983	362	11	ds_c	ds_c	NOUN
iassist-983	362	12	(	(	PUNCT
iassist-983	362	13	figure	figure	NOUN
iassist-983	362	14	4	4	NUM
iassist-983	362	15	)	)	PUNCT
iassist-983	362	16	,	,	PUNCT
iassist-983	362	17	in	in	ADP
iassist-983	362	18	which	which	PRON
iassist-983	362	19	there	there	PRON
iassist-983	362	20	are	be	VERB
iassist-983	362	21	two	two	NUM
iassist-983	362	22	rows	row	NOUN
iassist-983	362	23	for	for	ADP
iassist-983	362	24	both	both	DET
iassist-983	362	25	caseid=1	caseid=1	PROPN
iassist-983	362	26	and	and	CCONJ
iassist-983	362	27	caseid=2	caseid=2	PROPN
iassist-983	362	28	.	.	PUNCT
iassist-983	362	29	note	note	VERB
iassist-983	362	30	that	that	SCONJ
iassist-983	362	31	caseid=3	caseid=3	PROPN
iassist-983	363	1	and	and	CCONJ
iassist-983	363	2	=	=	NOUN
iassist-983	363	3	4	4	NUM
iassist-983	363	4	are	be	AUX
iassist-983	363	5	not	not	PART
iassist-983	363	6	included	include	VERB
iassist-983	363	7	in	in	ADP
iassist-983	363	8	ds_c	ds_c	NUM
iassist-983	363	9	,	,	PUNCT
iassist-983	363	10	because	because	SCONJ
iassist-983	363	11	they	they	PRON
iassist-983	363	12	do	do	AUX
iassist-983	363	13	not	not	PART
iassist-983	363	14	exist	exist	VERB
iassist-983	363	15	in	in	ADP
iassist-983	363	16	both	both	DET
iassist-983	363	17	input	input	NOUN
iassist-983	363	18	datasets	dataset	NOUN
iassist-983	363	19	.	.	PUNCT
iassist-983	364	1	ds_c	ds_c	NOUN
iassist-983	364	2	is	be	AUX
iassist-983	364	3	the	the	DET
iassist-983	364	4	result	result	NOUN
iassist-983	364	5	of	of	ADP
iassist-983	364	6	an	an	DET
iassist-983	364	7	“	"	PUNCT
iassist-983	364	8	inner	inner	ADJ
iassist-983	364	9	”	"	PUNCT
iassist-983	364	10	join	join	NOUN
iassist-983	364	11	,	,	PUNCT
iassist-983	364	12	and	and	CCONJ
iassist-983	364	13	the	the	DET
iassist-983	364	14	unmatched	unmatched	ADJ
iassist-983	364	15	rows	row	NOUN
iassist-983	364	16	can	can	AUX
iassist-983	364	17	be	be	AUX
iassist-983	364	18	included	include	VERB
iassist-983	364	19	by	by	ADP
iassist-983	364	20	specifying	specify	VERB
iassist-983	364	21	“	"	PUNCT
iassist-983	364	22	outer	outer	ADJ
iassist-983	364	23	”	"	PUNCT
iassist-983	364	24	,	,	PUNCT
iassist-983	364	25	“	"	PUNCT
iassist-983	364	26	left	leave	VERB
iassist-983	364	27	”	"	PUNCT
iassist-983	364	28	,	,	PUNCT
iassist-983	364	29	or	or	CCONJ
iassist-983	364	30	“	"	PUNCT
iassist-983	364	31	right	right	ADJ
iassist-983	364	32	”	"	PUNCT
iassist-983	364	33	joins	join	VERB
iassist-983	364	34	.	.	PUNCT
iassist-983	365	1	following	follow	VERB
iassist-983	365	2	the	the	DET
iassist-983	365	3	model	model	NOUN
iassist-983	365	4	of	of	ADP
iassist-983	365	5	sql	sql	PROPN
iassist-983	365	6	,	,	PUNCT
iassist-983	365	7	r	r	NOUN
iassist-983	365	8	and	and	CCONJ
iassist-983	365	9	python	python	NOUN
iassist-983	365	10	are	be	AUX
iassist-983	365	11	agnostic	agnostic	ADJ
iassist-983	365	12	about	about	ADP
iassist-983	365	13	the	the	DET
iassist-983	365	14	order	order	NOUN
iassist-983	365	15	in	in	ADP
iassist-983	365	16	which	which	PRON
iassist-983	365	17	the	the	DET
iassist-983	365	18	data	datum	NOUN
iassist-983	365	19	are	be	AUX
iassist-983	365	20	sorted	sort	VERB
iassist-983	365	21	,	,	PUNCT
iassist-983	365	22	and	and	CCONJ
iassist-983	365	23	all	all	DET
iassist-983	365	24	joins	join	NOUN
iassist-983	365	25	are	be	AUX
iassist-983	365	26	cartesian	cartesian	ADJ
iassist-983	365	27	.	.	PUNCT
iassist-983	366	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	366	2	19/26	19/26	NUM
iassist-983	366	3	alter	alter	NOUN
iassist-983	366	4	,	,	PUNCT
iassist-983	366	5	et	et	PROPN
iassist-983	366	6	al	al	PROPN
iassist-983	366	7	.	.	PROPN
iassist-983	366	8	(	(	PUNCT
iassist-983	366	9	2020	2020	NUM
iassist-983	366	10	)	)	PUNCT
iassist-983	366	11	provenance	provenance	NOUN
iassist-983	366	12	metadata	metadata	NOUN
iassist-983	366	13	for	for	ADP
iassist-983	366	14	statistical	statistical	ADJ
iassist-983	366	15	data	datum	NOUN
iassist-983	366	16	:	:	PUNCT
iassist-983	366	17	an	an	DET
iassist-983	366	18	introduction	introduction	NOUN
iassist-983	366	19	to	to	ADP
iassist-983	366	20	structured	structured	ADJ
iassist-983	366	21	data	datum	NOUN
iassist-983	366	22	transformation	transformation	NOUN
iassist-983	366	23	language	language	NOUN
iassist-983	366	24	(	(	PUNCT
iassist-983	366	25	sdtl	sdtl	NOUN
iassist-983	366	26	)	)	PUNCT
iassist-983	366	27	,	,	PUNCT
iassist-983	366	28	iassist	iassist	VERB
iassist-983	366	29	quarterly	quarterly	ADJ
iassist-983	366	30	44(4	44(4	NOUN
iassist-983	366	31	)	)	PUNCT
iassist-983	366	32	,	,	PUNCT
iassist-983	366	33	pp	pp	ADP
iassist-983	366	34	.	.	PUNCT
iassist-983	367	1	1	1	NUM
iassist-983	367	2	-	-	SYM
iassist-983	367	3	26	26	NUM
iassist-983	367	4	.	.	PUNCT
iassist-983	368	1	doi	doi	NOUN
iassist-983	368	2	:	:	PUNCT
iassist-983	368	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	NOUN
iassist-983	368	4	figure	figure	NOUN
iassist-983	368	5	4	4	NUM
iassist-983	368	6	.	.	PUNCT
iassist-983	369	1	cartesian	cartesian	ADJ
iassist-983	369	2	inner	inner	ADJ
iassist-983	369	3	join	join	NOUN
iassist-983	369	4	in	in	ADP
iassist-983	369	5	spss	spss	PROPN
iassist-983	369	6	,	,	PUNCT
iassist-983	369	7	sas	sas	PROPN
iassist-983	369	8	,	,	PUNCT
iassist-983	369	9	and	and	CCONJ
iassist-983	369	10	stata	stata	VERB
iassist-983	369	11	merging	merging	NOUN
iassist-983	369	12	is	be	AUX
iassist-983	369	13	often	often	ADV
iassist-983	369	14	a	a	DET
iassist-983	369	15	sequential	sequential	ADJ
iassist-983	369	16	process	process	NOUN
iassist-983	369	17	on	on	ADP
iassist-983	369	18	files	file	NOUN
iassist-983	369	19	that	that	PRON
iassist-983	369	20	are	be	AUX
iassist-983	369	21	sorted	sort	VERB
iassist-983	369	22	before	before	SCONJ
iassist-983	369	23	they	they	PRON
iassist-983	369	24	are	be	AUX
iassist-983	369	25	merged	merge	VERB
iassist-983	369	26	.	.	PUNCT
iassist-983	370	1	even	even	ADV
iassist-983	370	2	when	when	SCONJ
iassist-983	370	3	the	the	DET
iassist-983	370	4	merge	merge	NOUN
iassist-983	370	5	involves	involve	VERB
iassist-983	370	6	matching	match	VERB
iassist-983	370	7	on	on	ADP
iassist-983	370	8	key	key	ADJ
iassist-983	370	9	variables	variable	NOUN
iassist-983	370	10	,	,	PUNCT
iassist-983	370	11	spss	spss	PROPN
iassist-983	370	12	,	,	PUNCT
iassist-983	370	13	sas	sas	PROPN
iassist-983	370	14	,	,	PUNCT
iassist-983	370	15	and	and	CCONJ
iassist-983	370	16	stata	stata	NOUN
iassist-983	370	17	require	require	VERB
iassist-983	370	18	the	the	DET
iassist-983	370	19	input	input	NOUN
iassist-983	370	20	files	file	NOUN
iassist-983	370	21	to	to	PART
iassist-983	370	22	be	be	AUX
iassist-983	370	23	sorted	sort	VERB
iassist-983	370	24	before	before	SCONJ
iassist-983	370	25	they	they	PRON
iassist-983	370	26	can	can	AUX
iassist-983	370	27	be	be	AUX
iassist-983	370	28	merged	merge	VERB
iassist-983	370	29	,	,	PUNCT
iassist-983	370	30	and	and	CCONJ
iassist-983	370	31	the	the	DET
iassist-983	370	32	user	user	NOUN
iassist-983	370	33	must	must	AUX
iassist-983	370	34	determine	determine	VERB
iassist-983	370	35	whether	whether	SCONJ
iassist-983	370	36	keys	key	NOUN
iassist-983	370	37	are	be	AUX
iassist-983	370	38	unique	unique	ADJ
iassist-983	370	39	(	(	PUNCT
iassist-983	370	40	one	one	NUM
iassist-983	370	41	-	-	PUNCT
iassist-983	370	42	to	to	ADP
iassist-983	370	43	-	-	PUNCT
iassist-983	370	44	one	one	NUM
iassist-983	370	45	)	)	PUNCT
iassist-983	370	46	or	or	CCONJ
iassist-983	370	47	repeated	repeat	VERB
iassist-983	370	48	(	(	PUNCT
iassist-983	370	49	one	one	NUM
iassist-983	370	50	-	-	PUNCT
iassist-983	370	51	to	to	ADP
iassist-983	370	52	-	-	PUNCT
iassist-983	370	53	many	many	ADJ
iassist-983	370	54	or	or	CCONJ
iassist-983	370	55	many	many	ADJ
iassist-983	370	56	-	-	PUNCT
iassist-983	370	57	to	to	ADP
iassist-983	370	58	-	-	PUNCT
iassist-983	370	59	many	many	ADJ
iassist-983	370	60	)	)	PUNCT
iassist-983	370	61	.	.	PUNCT
iassist-983	371	1	a	a	DET
iassist-983	371	2	sequential	sequential	ADJ
iassist-983	371	3	merge	merge	NOUN
iassist-983	371	4	of	of	ADP
iassist-983	371	5	ds_a	ds_a	NOUN
iassist-983	371	6	and	and	CCONJ
iassist-983	371	7	ds_b	ds_b	NOUN
iassist-983	371	8	without	without	ADP
iassist-983	371	9	keys	key	NOUN
iassist-983	371	10	produces	produce	VERB
iassist-983	371	11	ds_d	ds_d	NUM
iassist-983	371	12	(	(	PUNCT
iassist-983	371	13	figure	figure	NOUN
iassist-983	371	14	5	5	NUM
iassist-983	371	15	)	)	PUNCT
iassist-983	371	16	,	,	PUNCT
iassist-983	371	17	which	which	PRON
iassist-983	371	18	is	be	AUX
iassist-983	371	19	very	very	ADV
iassist-983	371	20	different	different	ADJ
iassist-983	371	21	from	from	ADP
iassist-983	371	22	the	the	DET
iassist-983	371	23	result	result	NOUN
iassist-983	371	24	of	of	ADP
iassist-983	371	25	a	a	DET
iassist-983	371	26	cartesian	cartesian	ADJ
iassist-983	371	27	join	join	NOUN
iassist-983	371	28	(	(	PUNCT
iassist-983	371	29	figure	figure	NOUN
iassist-983	371	30	4	4	NUM
iassist-983	371	31	)	)	PUNCT
iassist-983	371	32	.	.	PUNCT
iassist-983	372	1	figure	figure	NOUN
iassist-983	372	2	5	5	NUM
iassist-983	372	3	.	.	PUNCT
iassist-983	373	1	sequential	sequential	ADJ
iassist-983	373	2	merge	merge	NOUN
iassist-983	373	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	373	4	20/26	20/26	NUM
iassist-983	373	5	alter	alter	NOUN
iassist-983	373	6	,	,	PUNCT
iassist-983	373	7	et	et	PROPN
iassist-983	373	8	al	al	PROPN
iassist-983	373	9	.	.	PROPN
iassist-983	373	10	(	(	PUNCT
iassist-983	373	11	2020	2020	NUM
iassist-983	373	12	)	)	PUNCT
iassist-983	373	13	provenance	provenance	NOUN
iassist-983	373	14	metadata	metadata	NOUN
iassist-983	373	15	for	for	ADP
iassist-983	373	16	statistical	statistical	ADJ
iassist-983	373	17	data	datum	NOUN
iassist-983	373	18	:	:	PUNCT
iassist-983	373	19	an	an	DET
iassist-983	373	20	introduction	introduction	NOUN
iassist-983	373	21	to	to	ADP
iassist-983	373	22	structured	structured	ADJ
iassist-983	373	23	data	datum	NOUN
iassist-983	373	24	transformation	transformation	NOUN
iassist-983	373	25	language	language	NOUN
iassist-983	373	26	(	(	PUNCT
iassist-983	373	27	sdtl	sdtl	NOUN
iassist-983	373	28	)	)	PUNCT
iassist-983	373	29	,	,	PUNCT
iassist-983	373	30	iassist	iassist	VERB
iassist-983	373	31	quarterly	quarterly	ADJ
iassist-983	373	32	44(4	44(4	NOUN
iassist-983	373	33	)	)	PUNCT
iassist-983	373	34	,	,	PUNCT
iassist-983	373	35	pp	pp	ADP
iassist-983	373	36	.	.	PUNCT
iassist-983	374	1	1	1	NUM
iassist-983	374	2	-	-	SYM
iassist-983	374	3	26	26	NUM
iassist-983	374	4	.	.	PUNCT
iassist-983	375	1	doi	doi	NOUN
iassist-983	375	2	:	:	PUNCT
iassist-983	375	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	375	4	sdtl	sdtl	NOUN
iassist-983	375	5	uses	use	VERB
iassist-983	375	6	three	three	NUM
iassist-983	375	7	properties	property	NOUN
iassist-983	375	8	(	(	PUNCT
iassist-983	375	9	mergetype	mergetype	NOUN
iassist-983	375	10	,	,	PUNCT
iassist-983	375	11	newrow	newrow	NOUN
iassist-983	375	12	,	,	PUNCT
iassist-983	375	13	and	and	CCONJ
iassist-983	375	14	update	update	VERB
iassist-983	375	15	)	)	PUNCT
iassist-983	375	16	to	to	PART
iassist-983	375	17	represent	represent	VERB
iassist-983	375	18	all	all	PRON
iassist-983	375	19	of	of	ADP
iassist-983	375	20	these	these	DET
iassist-983	375	21	possibilities	possibility	NOUN
iassist-983	375	22	.	.	PUNCT
iassist-983	376	1	these	these	DET
iassist-983	376	2	properties	property	NOUN
iassist-983	376	3	are	be	AUX
iassist-983	376	4	found	find	VERB
iassist-983	376	5	in	in	ADP
iassist-983	376	6	mergefiledescription	mergefiledescription	NOUN
iassist-983	376	7	,	,	PUNCT
iassist-983	376	8	which	which	PRON
iassist-983	376	9	means	mean	VERB
iassist-983	376	10	that	that	SCONJ
iassist-983	376	11	they	they	PRON
iassist-983	376	12	are	be	AUX
iassist-983	376	13	specified	specify	VERB
iassist-983	376	14	for	for	SCONJ
iassist-983	376	15	each	each	DET
iassist-983	376	16	input	input	NOUN
iassist-983	376	17	dataset	dataset	NOUN
iassist-983	376	18	.	.	PUNCT
iassist-983	377	1	the	the	DET
iassist-983	377	2	mergetype	mergetype	NOUN
iassist-983	377	3	property	property	NOUN
iassist-983	377	4	describes	describe	VERB
iassist-983	377	5	how	how	SCONJ
iassist-983	377	6	rows	row	VERB
iassist-983	377	7	from	from	ADP
iassist-983	377	8	the	the	DET
iassist-983	377	9	input	input	NOUN
iassist-983	377	10	datasets	dataset	NOUN
iassist-983	377	11	are	be	AUX
iassist-983	377	12	combined	combine	VERB
iassist-983	377	13	in	in	ADP
iassist-983	377	14	the	the	DET
iassist-983	377	15	output	output	NOUN
iassist-983	377	16	data	datum	NOUN
iassist-983	377	17	.	.	PUNCT
iassist-983	378	1	most	most	ADJ
iassist-983	378	2	merge	merge	NOUN
iassist-983	378	3	types	type	NOUN
iassist-983	378	4	(	(	PUNCT
iassist-983	378	5	e.g.	e.g.	ADV
iassist-983	378	6	onetoone	onetoone	NOUN
iassist-983	378	7	,	,	PUNCT
iassist-983	378	8	onetomany	onetomany	ADJ
iassist-983	378	9	)	)	PUNCT
iassist-983	378	10	involve	involve	VERB
iassist-983	378	11	matching	match	VERB
iassist-983	378	12	rows	row	NOUN
iassist-983	378	13	on	on	ADP
iassist-983	378	14	key	key	ADJ
iassist-983	378	15	variables	variable	NOUN
iassist-983	378	16	,	,	PUNCT
iassist-983	378	17	which	which	PRON
iassist-983	378	18	are	be	AUX
iassist-983	378	19	specified	specify	VERB
iassist-983	378	20	with	with	ADP
iassist-983	378	21	mergebyvariables	mergebyvariable	NOUN
iassist-983	378	22	(	(	PUNCT
iassist-983	378	23	in	in	ADP
iassist-983	378	24	mergedatasets	mergedataset	NOUN
iassist-983	378	25	)	)	PUNCT
iassist-983	378	26	and	and	CCONJ
iassist-983	378	27	mergebynames	mergebyname	NOUN
iassist-983	378	28	(	(	PUNCT
iassist-983	378	29	in	in	ADP
iassist-983	378	30	mergefiledescription	mergefiledescription	NOUN
iassist-983	378	31	)	)	PUNCT
iassist-983	378	32	.	.	PUNCT
iassist-983	379	1	sequential	sequential	ADJ
iassist-983	379	2	merges	merge	NOUN
iassist-983	379	3	assume	assume	VERB
iassist-983	379	4	that	that	SCONJ
iassist-983	379	5	the	the	DET
iassist-983	379	6	input	input	NOUN
iassist-983	379	7	files	file	NOUN
iassist-983	379	8	are	be	AUX
iassist-983	379	9	already	already	ADV
iassist-983	379	10	sorted	sort	VERB
iassist-983	379	11	.	.	PUNCT
iassist-983	380	1	the	the	DET
iassist-983	380	2	newrow	newrow	PROPN
iassist-983	380	3	property	property	NOUN
iassist-983	380	4	determines	determine	VERB
iassist-983	380	5	when	when	SCONJ
iassist-983	380	6	the	the	DET
iassist-983	380	7	rows	row	NOUN
iassist-983	380	8	contributed	contribute	VERB
iassist-983	380	9	by	by	ADP
iassist-983	380	10	an	an	DET
iassist-983	380	11	input	input	NOUN
iassist-983	380	12	file	file	NOUN
iassist-983	380	13	generate	generate	VERB
iassist-983	380	14	a	a	DET
iassist-983	380	15	row	row	NOUN
iassist-983	380	16	in	in	ADP
iassist-983	380	17	the	the	DET
iassist-983	380	18	output	output	NOUN
iassist-983	380	19	file	file	NOUN
iassist-983	380	20	.	.	PUNCT
iassist-983	381	1	when	when	SCONJ
iassist-983	381	2	newrow	newrow	PROPN
iassist-983	381	3	is	be	AUX
iassist-983	381	4	true	true	ADJ
iassist-983	381	5	,	,	PUNCT
iassist-983	381	6	all	all	DET
iassist-983	381	7	rows	row	NOUN
iassist-983	381	8	in	in	ADP
iassist-983	381	9	this	this	DET
iassist-983	381	10	dataset	dataset	NOUN
iassist-983	381	11	are	be	AUX
iassist-983	381	12	included	include	VERB
iassist-983	381	13	in	in	ADP
iassist-983	381	14	the	the	DET
iassist-983	381	15	output	output	NOUN
iassist-983	381	16	dataset	dataset	NOUN
iassist-983	381	17	,	,	PUNCT
iassist-983	381	18	regardless	regardless	ADV
iassist-983	381	19	of	of	ADP
iassist-983	381	20	whether	whether	SCONJ
iassist-983	381	21	they	they	PRON
iassist-983	381	22	were	be	AUX
iassist-983	381	23	matched	match	VERB
iassist-983	381	24	to	to	ADP
iassist-983	381	25	another	another	DET
iassist-983	381	26	input	input	NOUN
iassist-983	381	27	dataset	dataset	VERB
iassist-983	381	28	on	on	ADP
iassist-983	381	29	the	the	DET
iassist-983	381	30	mergebyvariables	mergebyvariable	NOUN
iassist-983	381	31	.	.	PUNCT
iassist-983	382	1	when	when	SCONJ
iassist-983	382	2	newrow	newrow	PROPN
iassist-983	382	3	is	be	AUX
iassist-983	382	4	false	false	ADJ
iassist-983	382	5	,	,	PUNCT
iassist-983	382	6	only	only	ADV
iassist-983	382	7	rows	row	NOUN
iassist-983	382	8	that	that	PRON
iassist-983	382	9	have	have	AUX
iassist-983	382	10	been	be	AUX
iassist-983	382	11	matched	match	VERB
iassist-983	382	12	are	be	AUX
iassist-983	382	13	included	include	VERB
iassist-983	382	14	.	.	PUNCT
iassist-983	383	1	an	an	DET
iassist-983	383	2	inner	inner	ADJ
iassist-983	383	3	join	join	NOUN
iassist-983	383	4	is	be	AUX
iassist-983	383	5	represented	represent	VERB
iassist-983	383	6	in	in	ADP
iassist-983	383	7	sdtl	sdtl	NOUN
iassist-983	383	8	by	by	ADP
iassist-983	383	9	setting	set	VERB
iassist-983	383	10	newrow	newrow	NOUN
iassist-983	383	11	to	to	PART
iassist-983	383	12	false	false	VERB
iassist-983	383	13	on	on	ADP
iassist-983	383	14	all	all	DET
iassist-983	383	15	input	input	NOUN
iassist-983	383	16	datasets	dataset	NOUN
iassist-983	383	17	,	,	PUNCT
iassist-983	383	18	and	and	CCONJ
iassist-983	383	19	newrow	newrow	NOUN
iassist-983	383	20	is	be	AUX
iassist-983	383	21	true	true	ADJ
iassist-983	383	22	for	for	SCONJ
iassist-983	383	23	all	all	DET
iassist-983	383	24	input	input	NOUN
iassist-983	383	25	datasets	dataset	NOUN
iassist-983	383	26	to	to	PART
iassist-983	383	27	describe	describe	VERB
iassist-983	383	28	an	an	DET
iassist-983	383	29	outer	outer	ADJ
iassist-983	383	30	join	join	NOUN
iassist-983	383	31	.	.	PUNCT
iassist-983	384	1	left	leave	VERB
iassist-983	384	2	and	and	CCONJ
iassist-983	384	3	right	right	NOUN
iassist-983	384	4	-	-	PUNCT
iassist-983	384	5	joins	join	NOUN
iassist-983	384	6	are	be	AUX
iassist-983	384	7	created	create	VERB
iassist-983	384	8	by	by	ADP
iassist-983	384	9	using	use	VERB
iassist-983	384	10	true	true	ADJ
iassist-983	384	11	and	and	CCONJ
iassist-983	384	12	false	false	ADJ
iassist-983	384	13	on	on	ADP
iassist-983	384	14	different	different	ADJ
iassist-983	384	15	inputs	input	NOUN
iassist-983	384	16	.	.	PUNCT
iassist-983	385	1	mergetype	mergetype	NOUN
iassist-983	385	2	sequential	sequential	ADJ
iassist-983	385	3	match	match	NOUN
iassist-983	385	4	rows	row	NOUN
iassist-983	385	5	from	from	ADP
iassist-983	385	6	each	each	DET
iassist-983	385	7	input	input	NOUN
iassist-983	385	8	dataframe	dataframe	ADJ
iassist-983	385	9	in	in	ADP
iassist-983	385	10	the	the	DET
iassist-983	385	11	order	order	NOUN
iassist-983	385	12	in	in	ADP
iassist-983	385	13	sequential	sequential	ADJ
iassist-983	385	14	order	order	NOUN
iassist-983	385	15	.	.	PUNCT
iassist-983	386	1	onetoone	onetoone	NOUN
iassist-983	386	2	create	create	VERB
iassist-983	386	3	one	one	NUM
iassist-983	386	4	row	row	NOUN
iassist-983	386	5	for	for	ADP
iassist-983	386	6	each	each	DET
iassist-983	386	7	value	value	NOUN
iassist-983	386	8	of	of	ADP
iassist-983	386	9	the	the	DET
iassist-983	386	10	mergebyvariables	mergebyvariable	NOUN
iassist-983	386	11	.	.	PUNCT
iassist-983	387	1	if	if	SCONJ
iassist-983	387	2	a	a	DET
iassist-983	387	3	combination	combination	NOUN
iassist-983	387	4	of	of	ADP
iassist-983	387	5	the	the	DET
iassist-983	387	6	mergebyvariables	mergebyvariable	NOUN
iassist-983	387	7	is	be	AUX
iassist-983	387	8	repeated	repeat	VERB
iassist-983	387	9	,	,	PUNCT
iassist-983	387	10	only	only	ADV
iassist-983	387	11	one	one	NUM
iassist-983	387	12	row	row	NOUN
iassist-983	387	13	is	be	AUX
iassist-983	387	14	matched	match	VERB
iassist-983	387	15	.	.	PUNCT
iassist-983	388	1	rows	row	NOUN
iassist-983	388	2	with	with	ADP
iassist-983	388	3	repeated	repeat	VERB
iassist-983	388	4	combinations	combination	NOUN
iassist-983	388	5	of	of	ADP
iassist-983	388	6	the	the	DET
iassist-983	388	7	mergebyvariables	mergebyvariable	NOUN
iassist-983	388	8	may	may	AUX
iassist-983	388	9	or	or	CCONJ
iassist-983	388	10	may	may	AUX
iassist-983	388	11	not	not	PART
iassist-983	388	12	be	be	AUX
iassist-983	388	13	included	include	VERB
iassist-983	388	14	in	in	ADP
iassist-983	388	15	the	the	DET
iassist-983	388	16	output	output	NOUN
iassist-983	388	17	file	file	NOUN
iassist-983	388	18	depending	depend	VERB
iassist-983	388	19	on	on	ADP
iassist-983	388	20	the	the	DET
iassist-983	388	21	newrow	newrow	PROPN
iassist-983	388	22	property	property	PROPN
iassist-983	388	23	.	.	PUNCT
iassist-983	389	1	onetomany	onetomany	PROPN
iassist-983	389	2	create	create	VERB
iassist-983	389	3	a	a	DET
iassist-983	389	4	row	row	NOUN
iassist-983	389	5	in	in	ADP
iassist-983	389	6	the	the	DET
iassist-983	389	7	output	output	NOUN
iassist-983	389	8	dataframe	dataframe	VERB
iassist-983	389	9	by	by	ADP
iassist-983	389	10	matching	match	VERB
iassist-983	389	11	rows	row	NOUN
iassist-983	389	12	in	in	ADP
iassist-983	389	13	this	this	DET
iassist-983	389	14	dataframe	dataframe	NOUN
iassist-983	389	15	to	to	ADP
iassist-983	389	16	every	every	DET
iassist-983	389	17	row	row	NOUN
iassist-983	389	18	in	in	ADP
iassist-983	389	19	other	other	ADJ
iassist-983	389	20	dataframes	dataframe	NOUN
iassist-983	389	21	with	with	ADP
iassist-983	389	22	the	the	DET
iassist-983	389	23	same	same	ADJ
iassist-983	389	24	value	value	NOUN
iassist-983	389	25	of	of	ADP
iassist-983	389	26	mergebyvariables	mergebyvariable	NOUN
iassist-983	389	27	.	.	PUNCT
iassist-983	390	1	note	note	VERB
iassist-983	390	2	that	that	SCONJ
iassist-983	390	3	onetomany	onetomany	PROPN
iassist-983	390	4	implies	imply	VERB
iassist-983	390	5	that	that	SCONJ
iassist-983	390	6	one	one	NUM
iassist-983	390	7	of	of	ADP
iassist-983	390	8	the	the	DET
iassist-983	390	9	other	other	ADJ
iassist-983	390	10	input	input	NOUN
iassist-983	390	11	datarames	datarame	NOUN
iassist-983	390	12	is	be	AUX
iassist-983	390	13	set	set	VERB
iassist-983	390	14	to	to	ADP
iassist-983	390	15	manytoone	manytoone	NOUN
iassist-983	390	16	.	.	PUNCT
iassist-983	391	1	manytoone	manytoone	NOUN
iassist-983	391	2	create	create	VERB
iassist-983	391	3	a	a	DET
iassist-983	391	4	row	row	NOUN
iassist-983	391	5	in	in	ADP
iassist-983	391	6	the	the	DET
iassist-983	391	7	output	output	NOUN
iassist-983	391	8	dataframe	dataframe	VERB
iassist-983	391	9	by	by	ADP
iassist-983	391	10	matching	match	VERB
iassist-983	391	11	all	all	DET
iassist-983	391	12	rows	row	NOUN
iassist-983	391	13	in	in	ADP
iassist-983	391	14	this	this	DET
iassist-983	391	15	dataframe	dataframe	PROPN
iassist-983	391	16	to	to	ADP
iassist-983	391	17	the	the	DET
iassist-983	391	18	one	one	NUM
iassist-983	391	19	row	row	NOUN
iassist-983	391	20	in	in	ADP
iassist-983	391	21	the	the	DET
iassist-983	391	22	other	other	ADJ
iassist-983	391	23	dataframe	dataframe	NOUN
iassist-983	391	24	with	with	ADP
iassist-983	391	25	the	the	DET
iassist-983	391	26	same	same	ADJ
iassist-983	391	27	value	value	NOUN
iassist-983	391	28	of	of	ADP
iassist-983	391	29	mergebyvariables	mergebyvariable	NOUN
iassist-983	391	30	.	.	PUNCT
iassist-983	392	1	cartesian	cartesian	ADJ
iassist-983	392	2	create	create	VERB
iassist-983	392	3	a	a	DET
iassist-983	392	4	new	new	ADJ
iassist-983	392	5	row	row	NOUN
iassist-983	392	6	in	in	ADP
iassist-983	392	7	the	the	DET
iassist-983	392	8	output	output	NOUN
iassist-983	392	9	dataframe	dataframe	ADJ
iassist-983	392	10	for	for	ADP
iassist-983	392	11	every	every	DET
iassist-983	392	12	possible	possible	ADJ
iassist-983	392	13	combination	combination	NOUN
iassist-983	392	14	of	of	ADP
iassist-983	392	15	rows	row	NOUN
iassist-983	392	16	having	have	VERB
iassist-983	392	17	the	the	DET
iassist-983	392	18	same	same	ADJ
iassist-983	392	19	value	value	NOUN
iassist-983	392	20	of	of	ADP
iassist-983	392	21	mergebyvariables	mergebyvariable	NOUN
iassist-983	392	22	.	.	PUNCT
iassist-983	393	1	this	this	PRON
iassist-983	393	2	is	be	AUX
iassist-983	393	3	equivalent	equivalent	ADJ
iassist-983	393	4	to	to	ADP
iassist-983	393	5	a	a	DET
iassist-983	393	6	many	many	ADJ
iassist-983	393	7	to	to	ADP
iassist-983	393	8	many	many	ADJ
iassist-983	393	9	merge	merge	VERB
iassist-983	393	10	.	.	PUNCT
iassist-983	394	1	unmatched	unmatched	PROPN
iassist-983	394	2	create	create	VERB
iassist-983	394	3	a	a	DET
iassist-983	394	4	new	new	ADJ
iassist-983	394	5	row	row	NOUN
iassist-983	394	6	for	for	ADP
iassist-983	394	7	every	every	DET
iassist-983	394	8	row	row	NOUN
iassist-983	394	9	that	that	PRON
iassist-983	394	10	can	can	AUX
iassist-983	394	11	not	not	PART
iassist-983	394	12	be	be	AUX
iassist-983	394	13	matched	match	VERB
iassist-983	394	14	on	on	ADP
iassist-983	394	15	the	the	DET
iassist-983	394	16	mergebyvariables	mergebyvariable	NOUN
iassist-983	394	17	sasmatchmerge	sasmatchmerge	PROPN
iassist-983	394	18	sas	sas	PROPN
iassist-983	394	19	uses	use	VERB
iassist-983	394	20	a	a	DET
iassist-983	394	21	merging	merge	VERB
iassist-983	394	22	approach	approach	NOUN
iassist-983	394	23	that	that	PRON
iassist-983	394	24	combines	combine	VERB
iassist-983	394	25	matching	match	VERB
iassist-983	394	26	keys	key	NOUN
iassist-983	394	27	and	and	CCONJ
iassist-983	394	28	sequential	sequential	ADJ
iassist-983	394	29	merges	merge	NOUN
iassist-983	394	30	within	within	ADP
iassist-983	394	31	groups	group	NOUN
iassist-983	394	32	.	.	PUNCT
iassist-983	395	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	395	2	21/26	21/26	NUM
iassist-983	395	3	alter	alter	NOUN
iassist-983	395	4	,	,	PUNCT
iassist-983	395	5	et	et	PROPN
iassist-983	395	6	al	al	PROPN
iassist-983	395	7	.	.	PROPN
iassist-983	395	8	(	(	PUNCT
iassist-983	395	9	2020	2020	NUM
iassist-983	395	10	)	)	PUNCT
iassist-983	395	11	provenance	provenance	NOUN
iassist-983	395	12	metadata	metadata	NOUN
iassist-983	395	13	for	for	ADP
iassist-983	395	14	statistical	statistical	ADJ
iassist-983	395	15	data	datum	NOUN
iassist-983	395	16	:	:	PUNCT
iassist-983	395	17	an	an	DET
iassist-983	395	18	introduction	introduction	NOUN
iassist-983	395	19	to	to	ADP
iassist-983	395	20	structured	structured	ADJ
iassist-983	395	21	data	datum	NOUN
iassist-983	395	22	transformation	transformation	NOUN
iassist-983	395	23	language	language	NOUN
iassist-983	395	24	(	(	PUNCT
iassist-983	395	25	sdtl	sdtl	NOUN
iassist-983	395	26	)	)	PUNCT
iassist-983	395	27	,	,	PUNCT
iassist-983	395	28	iassist	iassist	VERB
iassist-983	395	29	quarterly	quarterly	ADJ
iassist-983	395	30	44(4	44(4	NOUN
iassist-983	395	31	)	)	PUNCT
iassist-983	395	32	,	,	PUNCT
iassist-983	395	33	pp	pp	ADP
iassist-983	395	34	.	.	PUNCT
iassist-983	396	1	1	1	NUM
iassist-983	396	2	-	-	SYM
iassist-983	396	3	26	26	NUM
iassist-983	396	4	.	.	PUNCT
iassist-983	397	1	doi	doi	NOUN
iassist-983	397	2	:	:	PUNCT
iassist-983	397	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	397	4	newrow	newrow	NOUN
iassist-983	397	5	true	true	ADJ
iassist-983	397	6	always	always	ADV
iassist-983	397	7	include	include	VERB
iassist-983	397	8	rows	row	NOUN
iassist-983	397	9	from	from	ADP
iassist-983	397	10	this	this	DET
iassist-983	397	11	dataframe	dataframe	ADJ
iassist-983	397	12	,	,	PUNCT
iassist-983	397	13	even	even	ADV
iassist-983	397	14	if	if	SCONJ
iassist-983	397	15	the	the	DET
iassist-983	397	16	mergefilevariables	mergefilevariable	NOUN
iassist-983	397	17	do	do	AUX
iassist-983	397	18	not	not	PART
iassist-983	397	19	match	match	VERB
iassist-983	397	20	a	a	DET
iassist-983	397	21	row	row	NOUN
iassist-983	397	22	in	in	ADP
iassist-983	397	23	any	any	DET
iassist-983	397	24	other	other	ADJ
iassist-983	397	25	dataframe	dataframe	PROPN
iassist-983	397	26	.	.	PUNCT
iassist-983	398	1	false	false	ADJ
iassist-983	398	2	only	only	ADV
iassist-983	398	3	include	include	VERB
iassist-983	398	4	rows	row	NOUN
iassist-983	398	5	from	from	ADP
iassist-983	398	6	this	this	DET
iassist-983	398	7	dataframe	dataframe	PROPN
iassist-983	398	8	,	,	PUNCT
iassist-983	398	9	if	if	SCONJ
iassist-983	398	10	the	the	DET
iassist-983	398	11	mergefilevariables	mergefilevariable	NOUN
iassist-983	398	12	match	match	VERB
iassist-983	398	13	a	a	DET
iassist-983	398	14	row	row	NOUN
iassist-983	398	15	in	in	ADP
iassist-983	398	16	another	another	DET
iassist-983	398	17	dataframe	dataframe	PROPN
iassist-983	398	18	.	.	PUNCT
iassist-983	399	1	there	there	PRON
iassist-983	399	2	is	be	VERB
iassist-983	399	3	even	even	ADV
iassist-983	399	4	more	more	ADJ
iassist-983	399	5	diversity	diversity	NOUN
iassist-983	399	6	in	in	ADP
iassist-983	399	7	the	the	DET
iassist-983	399	8	responses	response	NOUN
iassist-983	399	9	of	of	ADP
iassist-983	399	10	different	different	ADJ
iassist-983	399	11	languages	language	NOUN
iassist-983	399	12	when	when	SCONJ
iassist-983	399	13	the	the	DET
iassist-983	399	14	datasets	dataset	NOUN
iassist-983	399	15	to	to	PART
iassist-983	399	16	be	be	AUX
iassist-983	399	17	merged	merge	VERB
iassist-983	399	18	contain	contain	VERB
iassist-983	399	19	a	a	DET
iassist-983	399	20	variable	variable	NOUN
iassist-983	399	21	(	(	PUNCT
iassist-983	399	22	column	column	NOUN
iassist-983	399	23	)	)	PUNCT
iassist-983	399	24	with	with	ADP
iassist-983	399	25	the	the	DET
iassist-983	399	26	same	same	ADJ
iassist-983	399	27	name	name	NOUN
iassist-983	399	28	.	.	PUNCT
iassist-983	400	1	r	r	NOUN
iassist-983	400	2	and	and	CCONJ
iassist-983	400	3	python	python	PROPN
iassist-983	400	4	follow	follow	NOUN
iassist-983	400	5	sql	sql	NOUN
iassist-983	400	6	by	by	ADP
iassist-983	400	7	including	include	VERB
iassist-983	400	8	both	both	DET
iassist-983	400	9	variables	variable	NOUN
iassist-983	400	10	with	with	ADP
iassist-983	400	11	modified	modify	VERB
iassist-983	400	12	names	name	NOUN
iassist-983	400	13	,	,	PUNCT
iassist-983	400	14	which	which	PRON
iassist-983	400	15	can	can	AUX
iassist-983	400	16	be	be	AUX
iassist-983	400	17	handled	handle	VERB
iassist-983	400	18	by	by	ADP
iassist-983	400	19	using	use	VERB
iassist-983	400	20	the	the	DET
iassist-983	400	21	renamevariables	renamevariable	NOUN
iassist-983	400	22	property	property	NOUN
iassist-983	400	23	in	in	ADP
iassist-983	400	24	the	the	DET
iassist-983	400	25	mergefiledescription	mergefiledescription	NOUN
iassist-983	400	26	.	.	PUNCT
iassist-983	401	1	however	however	ADV
iassist-983	401	2	,	,	PUNCT
iassist-983	401	3	spss	spss	PROPN
iassist-983	401	4	,	,	PUNCT
iassist-983	401	5	stata	stata	NOUN
iassist-983	401	6	,	,	PUNCT
iassist-983	401	7	and	and	CCONJ
iassist-983	401	8	sas	sas	PROPN
iassist-983	401	9	will	will	AUX
iassist-983	401	10	include	include	VERB
iassist-983	401	11	only	only	ADV
iassist-983	401	12	one	one	NUM
iassist-983	401	13	variable	variable	NOUN
iassist-983	401	14	in	in	ADP
iassist-983	401	15	the	the	DET
iassist-983	401	16	output	output	NOUN
iassist-983	401	17	data	datum	NOUN
iassist-983	401	18	,	,	PUNCT
iassist-983	401	19	and	and	CCONJ
iassist-983	401	20	they	they	PRON
iassist-983	401	21	may	may	AUX
iassist-983	401	22	use	use	VERB
iassist-983	401	23	the	the	DET
iassist-983	401	24	omitted	omit	VERB
iassist-983	401	25	variable	variable	NOUN
iassist-983	401	26	to	to	PART
iassist-983	401	27	update	update	VERB
iassist-983	401	28	values	value	NOUN
iassist-983	401	29	in	in	ADP
iassist-983	401	30	the	the	DET
iassist-983	401	31	included	include	VERB
iassist-983	401	32	variable	variable	NOUN
iassist-983	401	33	.	.	PUNCT
iassist-983	402	1	the	the	DET
iassist-983	402	2	update	update	NOUN
iassist-983	402	3	property	property	NOUN
iassist-983	402	4	of	of	ADP
iassist-983	402	5	mergefiledescription	mergefiledescription	NOUN
iassist-983	402	6	is	be	AUX
iassist-983	402	7	used	use	VERB
iassist-983	402	8	to	to	PART
iassist-983	402	9	specify	specify	VERB
iassist-983	402	10	how	how	SCONJ
iassist-983	402	11	values	value	NOUN
iassist-983	402	12	from	from	ADP
iassist-983	402	13	the	the	DET
iassist-983	402	14	omitted	omit	VERB
iassist-983	402	15	version	version	NOUN
iassist-983	402	16	of	of	ADP
iassist-983	402	17	the	the	DET
iassist-983	402	18	variable	variable	NOUN
iassist-983	402	19	will	will	AUX
iassist-983	402	20	be	be	AUX
iassist-983	402	21	handled	handle	VERB
iassist-983	402	22	.	.	PUNCT
iassist-983	403	1	if	if	SCONJ
iassist-983	403	2	update	update	NOUN
iassist-983	403	3	is	be	AUX
iassist-983	403	4	set	set	VERB
iassist-983	403	5	to	to	PART
iassist-983	403	6	ignore	ignore	VERB
iassist-983	403	7	,	,	PUNCT
iassist-983	403	8	a	a	DET
iassist-983	403	9	variable	variable	NOUN
iassist-983	403	10	that	that	PRON
iassist-983	403	11	is	be	AUX
iassist-983	403	12	also	also	ADV
iassist-983	403	13	found	find	VERB
iassist-983	403	14	in	in	ADP
iassist-983	403	15	the	the	DET
iassist-983	403	16	master	master	NOUN
iassist-983	403	17	dataset	dataset	NOUN
iassist-983	403	18	will	will	AUX
iassist-983	403	19	have	have	VERB
iassist-983	403	20	no	no	DET
iassist-983	403	21	effect	effect	NOUN
iassist-983	403	22	on	on	ADP
iassist-983	403	23	the	the	DET
iassist-983	403	24	output	output	NOUN
iassist-983	403	25	dataset	dataset	NOUN
iassist-983	403	26	.	.	PUNCT
iassist-983	404	1	if	if	SCONJ
iassist-983	404	2	update	update	NOUN
iassist-983	404	3	is	be	AUX
iassist-983	404	4	set	set	VERB
iassist-983	404	5	to	to	PART
iassist-983	404	6	fillnew	fillnew	VERB
iassist-983	404	7	,	,	PUNCT
iassist-983	404	8	values	value	NOUN
iassist-983	404	9	from	from	ADP
iassist-983	404	10	the	the	DET
iassist-983	404	11	repeated	repeat	VERB
iassist-983	404	12	variable	variable	NOUN
iassist-983	404	13	will	will	AUX
iassist-983	404	14	only	only	ADV
iassist-983	404	15	appear	appear	VERB
iassist-983	404	16	on	on	ADP
iassist-983	404	17	new	new	ADJ
iassist-983	404	18	rows	row	NOUN
iassist-983	404	19	not	not	PART
iassist-983	404	20	found	find	VERB
iassist-983	404	21	in	in	ADP
iassist-983	404	22	the	the	DET
iassist-983	404	23	master	master	NOUN
iassist-983	404	24	dataset	dataset	NOUN
iassist-983	404	25	.	.	PUNCT
iassist-983	405	1	updatemissing	updatemisse	VERB
iassist-983	405	2	replaces	replace	VERB
iassist-983	405	3	only	only	ADV
iassist-983	405	4	missing	miss	VERB
iassist-983	405	5	values	value	NOUN
iassist-983	405	6	in	in	ADP
iassist-983	405	7	the	the	DET
iassist-983	405	8	master	master	NOUN
iassist-983	405	9	dataset	dataset	NOUN
iassist-983	405	10	,	,	PUNCT
iassist-983	405	11	and	and	CCONJ
iassist-983	405	12	replace	replace	VERB
iassist-983	405	13	changes	change	NOUN
iassist-983	405	14	all	all	DET
iassist-983	405	15	values	value	NOUN
iassist-983	405	16	on	on	ADP
iassist-983	405	17	matched	match	VERB
iassist-983	405	18	rows	row	NOUN
iassist-983	405	19	in	in	ADP
iassist-983	405	20	the	the	DET
iassist-983	405	21	master	master	NOUN
iassist-983	405	22	dataset	dataset	NOUN
iassist-983	405	23	.	.	PUNCT
iassist-983	406	1	update	update	NOUN
iassist-983	406	2	master	master	NOUN
iassist-983	406	3	this	this	DET
iassist-983	406	4	dataframe	dataframe	PROPN
iassist-983	406	5	is	be	AUX
iassist-983	406	6	the	the	DET
iassist-983	406	7	master	master	NOUN
iassist-983	406	8	dataframe	dataframe	PROPN
iassist-983	406	9	.	.	PUNCT
iassist-983	407	1	ignore	ignore	VERB
iassist-983	407	2	if	if	SCONJ
iassist-983	407	3	a	a	DET
iassist-983	407	4	column	column	NOUN
iassist-983	407	5	with	with	ADP
iassist-983	407	6	the	the	DET
iassist-983	407	7	same	same	ADJ
iassist-983	407	8	name	name	NOUN
iassist-983	407	9	exists	exist	VERB
iassist-983	407	10	in	in	ADP
iassist-983	407	11	the	the	DET
iassist-983	407	12	master	master	NOUN
iassist-983	407	13	dataframe	dataframe	PROPN
iassist-983	407	14	,	,	PUNCT
iassist-983	407	15	ignore	ignore	VERB
iassist-983	407	16	the	the	DET
iassist-983	407	17	values	value	NOUN
iassist-983	407	18	in	in	ADP
iassist-983	407	19	this	this	DET
iassist-983	407	20	dataframe	dataframe	PROPN
iassist-983	407	21	.	.	PUNCT
iassist-983	408	1	fillnew	fillnew	ADJ
iassist-983	408	2	if	if	SCONJ
iassist-983	408	3	a	a	DET
iassist-983	408	4	column	column	NOUN
iassist-983	408	5	with	with	ADP
iassist-983	408	6	the	the	DET
iassist-983	408	7	same	same	ADJ
iassist-983	408	8	name	name	NOUN
iassist-983	408	9	exists	exist	VERB
iassist-983	408	10	in	in	ADP
iassist-983	408	11	the	the	DET
iassist-983	408	12	master	master	NOUN
iassist-983	408	13	dataframe	dataframe	PROPN
iassist-983	408	14	,	,	PUNCT
iassist-983	408	15	use	use	VERB
iassist-983	408	16	the	the	DET
iassist-983	408	17	values	value	NOUN
iassist-983	408	18	from	from	ADP
iassist-983	408	19	this	this	DET
iassist-983	408	20	dataframe	dataframe	PROPN
iassist-983	408	21	only	only	ADV
iassist-983	408	22	in	in	ADP
iassist-983	408	23	new	new	ADJ
iassist-983	408	24	rows	row	NOUN
iassist-983	408	25	created	create	VERB
iassist-983	408	26	from	from	ADP
iassist-983	408	27	this	this	DET
iassist-983	408	28	dataframe	dataframe	PROPN
iassist-983	408	29	.	.	PUNCT
iassist-983	409	1	updatemissing	updatemisse	VERB
iassist-983	409	2	if	if	SCONJ
iassist-983	409	3	a	a	DET
iassist-983	409	4	column	column	NOUN
iassist-983	409	5	with	with	ADP
iassist-983	409	6	the	the	DET
iassist-983	409	7	same	same	ADJ
iassist-983	409	8	name	name	NOUN
iassist-983	409	9	exists	exist	VERB
iassist-983	409	10	in	in	ADP
iassist-983	409	11	the	the	DET
iassist-983	409	12	master	master	NOUN
iassist-983	409	13	dataframe	dataframe	PROPN
iassist-983	409	14	,	,	PUNCT
iassist-983	409	15	use	use	VERB
iassist-983	409	16	values	value	NOUN
iassist-983	409	17	from	from	ADP
iassist-983	409	18	this	this	DET
iassist-983	409	19	dataframe	dataframe	PROPN
iassist-983	409	20	when	when	SCONJ
iassist-983	409	21	the	the	DET
iassist-983	409	22	value	value	NOUN
iassist-983	409	23	in	in	ADP
iassist-983	409	24	the	the	DET
iassist-983	409	25	master	master	NOUN
iassist-983	409	26	dataframe	dataframe	PROPN
iassist-983	409	27	is	be	AUX
iassist-983	409	28	missing	miss	VERB
iassist-983	409	29	.	.	PUNCT
iassist-983	410	1	replace	replace	VERB
iassist-983	410	2	if	if	SCONJ
iassist-983	410	3	a	a	DET
iassist-983	410	4	column	column	NOUN
iassist-983	410	5	with	with	ADP
iassist-983	410	6	the	the	DET
iassist-983	410	7	same	same	ADJ
iassist-983	410	8	name	name	NOUN
iassist-983	410	9	exists	exist	VERB
iassist-983	410	10	in	in	ADP
iassist-983	410	11	the	the	DET
iassist-983	410	12	master	master	NOUN
iassist-983	410	13	dataframe	dataframe	PROPN
iassist-983	410	14	,	,	PUNCT
iassist-983	410	15	use	use	VERB
iassist-983	410	16	values	value	NOUN
iassist-983	410	17	from	from	ADP
iassist-983	410	18	this	this	DET
iassist-983	410	19	dataframe	dataframe	PROPN
iassist-983	410	20	.	.	PUNCT
iassist-983	411	1	reshapelong	reshapelong	PROPN
iassist-983	411	2	,	,	PUNCT
iassist-983	411	3	reshapewide	reshapewide	NOUN
iassist-983	411	4	,	,	PUNCT
iassist-983	411	5	and	and	CCONJ
iassist-983	411	6	compositevariablenameexpression	compositevariablenameexpression	NOUN
iassist-983	411	7	all	all	PRON
iassist-983	411	8	of	of	ADP
iassist-983	411	9	the	the	DET
iassist-983	411	10	statistical	statistical	ADJ
iassist-983	411	11	packages	package	NOUN
iassist-983	411	12	covered	cover	VERB
iassist-983	411	13	by	by	ADP
iassist-983	411	14	the	the	DET
iassist-983	411	15	c2metadata	c2metadata	ADJ
iassist-983	411	16	project	project	NOUN
iassist-983	411	17	have	have	VERB
iassist-983	411	18	commands	command	NOUN
iassist-983	411	19	to	to	PART
iassist-983	411	20	reshape	reshape	VERB
iassist-983	411	21	files	file	NOUN
iassist-983	411	22	between	between	ADP
iassist-983	411	23	“	"	PUNCT
iassist-983	411	24	wide	wide	ADJ
iassist-983	411	25	”	"	PUNCT
iassist-983	411	26	and	and	CCONJ
iassist-983	411	27	“	"	PUNCT
iassist-983	411	28	long	long	ADJ
iassist-983	411	29	”	"	PUNCT
iassist-983	411	30	formats	format	NOUN
iassist-983	411	31	.	.	PUNCT
iassist-983	412	1	figures	figure	NOUN
iassist-983	412	2	6	6	NUM
iassist-983	412	3	and	and	CCONJ
iassist-983	412	4	7	7	NUM
iassist-983	412	5	illustrate	illustrate	VERB
iassist-983	412	6	the	the	DET
iassist-983	412	7	difference	difference	NOUN
iassist-983	412	8	between	between	ADP
iassist-983	412	9	wide	wide	ADJ
iassist-983	412	10	and	and	CCONJ
iassist-983	412	11	long	long	ADJ
iassist-983	412	12	format	format	NOUN
iassist-983	412	13	for	for	ADP
iassist-983	412	14	data	datum	NOUN
iassist-983	412	15	describing	describe	VERB
iassist-983	412	16	a	a	DET
iassist-983	412	17	mother	mother	NOUN
iassist-983	412	18	and	and	CCONJ
iassist-983	412	19	her	her	PRON
iassist-983	412	20	children	child	NOUN
iassist-983	412	21	.	.	PUNCT
iassist-983	413	1	in	in	ADP
iassist-983	413	2	the	the	DET
iassist-983	413	3	wide	wide	ADJ
iassist-983	413	4	format	format	NOUN
iassist-983	413	5	(	(	PUNCT
iassist-983	413	6	figure	figure	NOUN
iassist-983	413	7	6	6	NUM
iassist-983	413	8	)	)	PUNCT
iassist-983	413	9	there	there	PRON
iassist-983	413	10	is	be	VERB
iassist-983	413	11	one	one	NUM
iassist-983	413	12	row	row	NOUN
iassist-983	413	13	for	for	ADP
iassist-983	413	14	each	each	DET
iassist-983	413	15	mother	mother	NOUN
iassist-983	413	16	,	,	PUNCT
iassist-983	413	17	and	and	CCONJ
iassist-983	413	18	each	each	DET
iassist-983	413	19	child	child	NOUN
iassist-983	413	20	is	be	AUX
iassist-983	413	21	described	describe	VERB
iassist-983	413	22	by	by	ADP
iassist-983	413	23	two	two	NUM
iassist-983	413	24	variables	variable	NOUN
iassist-983	413	25	,	,	PUNCT
iassist-983	413	26	age	age	NOUN
iassist-983	413	27	and	and	CCONJ
iassist-983	413	28	sex	sex	NOUN
iassist-983	413	29	.	.	PUNCT
iassist-983	414	1	data	datum	NOUN
iassist-983	414	2	for	for	ADP
iassist-983	414	3	each	each	DET
iassist-983	414	4	child	child	NOUN
iassist-983	414	5	are	be	AUX
iassist-983	414	6	identified	identify	VERB
iassist-983	414	7	by	by	ADP
iassist-983	414	8	including	include	VERB
iassist-983	414	9	birth	birth	NOUN
iassist-983	414	10	order	order	NOUN
iassist-983	414	11	in	in	ADP
iassist-983	414	12	the	the	DET
iassist-983	414	13	variable	variable	ADJ
iassist-983	414	14	name	name	NOUN
iassist-983	414	15	,	,	PUNCT
iassist-983	414	16	e.g.	e.g.	ADV
iassist-983	414	17	age1	age1	NOUN
iassist-983	414	18	,	,	PUNCT
iassist-983	414	19	age2	age2	PROPN
iassist-983	414	20	,	,	PUNCT
iassist-983	414	21	etc	etc	X
iassist-983	414	22	.	.	X
iassist-983	415	1	the	the	DET
iassist-983	415	2	wide	wide	ADJ
iassist-983	415	3	format	format	NOUN
iassist-983	415	4	requires	require	VERB
iassist-983	415	5	a	a	DET
iassist-983	415	6	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	415	7	22/26	22/26	NUM
iassist-983	415	8	alter	alter	NOUN
iassist-983	415	9	,	,	PUNCT
iassist-983	415	10	et	et	PROPN
iassist-983	415	11	al	al	PROPN
iassist-983	415	12	.	.	PROPN
iassist-983	416	1	(	(	PUNCT
iassist-983	416	2	2020	2020	NUM
iassist-983	416	3	)	)	PUNCT
iassist-983	416	4	provenance	provenance	NOUN
iassist-983	416	5	metadata	metadata	NOUN
iassist-983	416	6	for	for	ADP
iassist-983	416	7	statistical	statistical	ADJ
iassist-983	416	8	data	datum	NOUN
iassist-983	416	9	:	:	PUNCT
iassist-983	416	10	an	an	DET
iassist-983	416	11	introduction	introduction	NOUN
iassist-983	416	12	to	to	ADP
iassist-983	416	13	structured	structured	ADJ
iassist-983	416	14	data	datum	NOUN
iassist-983	416	15	transformation	transformation	NOUN
iassist-983	416	16	language	language	NOUN
iassist-983	416	17	(	(	PUNCT
iassist-983	416	18	sdtl	sdtl	NOUN
iassist-983	416	19	)	)	PUNCT
iassist-983	416	20	,	,	PUNCT
iassist-983	416	21	iassist	iassist	VERB
iassist-983	416	22	quarterly	quarterly	ADJ
iassist-983	416	23	44(4	44(4	NOUN
iassist-983	416	24	)	)	PUNCT
iassist-983	416	25	,	,	PUNCT
iassist-983	416	26	pp	pp	ADP
iassist-983	416	27	.	.	PUNCT
iassist-983	417	1	1	1	NUM
iassist-983	417	2	-	-	SYM
iassist-983	417	3	26	26	NUM
iassist-983	417	4	.	.	PUNCT
iassist-983	418	1	doi	doi	NOUN
iassist-983	418	2	:	:	PUNCT
iassist-983	418	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	NOUN
iassist-983	418	4	column	column	NOUN
iassist-983	418	5	for	for	ADP
iassist-983	418	6	every	every	DET
iassist-983	418	7	variable	variable	NOUN
iassist-983	418	8	for	for	ADP
iassist-983	418	9	each	each	DET
iassist-983	418	10	child	child	NOUN
iassist-983	418	11	,	,	PUNCT
iassist-983	418	12	and	and	CCONJ
iassist-983	418	13	we	we	PRON
iassist-983	418	14	must	must	AUX
iassist-983	418	15	allow	allow	VERB
iassist-983	418	16	enough	enough	ADJ
iassist-983	418	17	variables	variable	NOUN
iassist-983	418	18	to	to	PART
iassist-983	418	19	describe	describe	VERB
iassist-983	418	20	the	the	DET
iassist-983	418	21	largest	large	ADJ
iassist-983	418	22	family	family	NOUN
iassist-983	418	23	in	in	ADP
iassist-983	418	24	the	the	DET
iassist-983	418	25	data	datum	NOUN
iassist-983	418	26	.	.	PUNCT
iassist-983	419	1	if	if	SCONJ
iassist-983	419	2	one	one	NUM
iassist-983	419	3	woman	woman	NOUN
iassist-983	419	4	had	have	VERB
iassist-983	419	5	20	20	NUM
iassist-983	419	6	children	child	NOUN
iassist-983	419	7	,	,	PUNCT
iassist-983	419	8	the	the	DET
iassist-983	419	9	dataset	dataset	NOUN
iassist-983	419	10	in	in	ADP
iassist-983	419	11	figure	figure	NOUN
iassist-983	419	12	6	6	NUM
iassist-983	419	13	would	would	AUX
iassist-983	419	14	have	have	VERB
iassist-983	419	15	40	40	NUM
iassist-983	419	16	columns	column	NOUN
iassist-983	419	17	:	:	PUNCT
iassist-983	419	18	age1	age1	PROPN
iassist-983	419	19	,	,	PUNCT
iassist-983	419	20	sex1	sex1	PROPN
iassist-983	419	21	,	,	PUNCT
iassist-983	419	22	…	…	PUNCT
iassist-983	419	23	,	,	PUNCT
iassist-983	419	24	age20	age20	PROPN
iassist-983	419	25	,	,	PUNCT
iassist-983	419	26	sex20	sex20	NOUN
iassist-983	419	27	.	.	PUNCT
iassist-983	420	1	consequently	consequently	ADV
iassist-983	420	2	,	,	PUNCT
iassist-983	420	3	datasets	dataset	NOUN
iassist-983	420	4	in	in	ADP
iassist-983	420	5	wide	wide	ADJ
iassist-983	420	6	format	format	NOUN
iassist-983	420	7	usually	usually	ADV
iassist-983	420	8	have	have	VERB
iassist-983	420	9	many	many	ADJ
iassist-983	420	10	empty	empty	ADJ
iassist-983	420	11	cells	cell	NOUN
iassist-983	420	12	.	.	PUNCT
iassist-983	421	1	in	in	ADP
iassist-983	421	2	long	long	ADJ
iassist-983	421	3	format	format	NOUN
iassist-983	421	4	,	,	PUNCT
iassist-983	421	5	figure	figure	NOUN
iassist-983	421	6	7	7	NUM
iassist-983	421	7	,	,	PUNCT
iassist-983	421	8	there	there	PRON
iassist-983	421	9	is	be	VERB
iassist-983	421	10	a	a	DET
iassist-983	421	11	row	row	NOUN
iassist-983	421	12	for	for	SCONJ
iassist-983	421	13	each	each	DET
iassist-983	421	14	child	child	NOUN
iassist-983	421	15	and	and	CCONJ
iassist-983	421	16	information	information	NOUN
iassist-983	421	17	about	about	ADP
iassist-983	421	18	mothers	mother	NOUN
iassist-983	421	19	is	be	AUX
iassist-983	421	20	repeated	repeat	VERB
iassist-983	421	21	on	on	ADP
iassist-983	421	22	the	the	DET
iassist-983	421	23	rows	row	NOUN
iassist-983	421	24	for	for	ADP
iassist-983	421	25	each	each	PRON
iassist-983	421	26	of	of	ADP
iassist-983	421	27	their	their	PRON
iassist-983	421	28	children	child	NOUN
iassist-983	421	29	.	.	PUNCT
iassist-983	422	1	the	the	DET
iassist-983	422	2	long	long	ADJ
iassist-983	422	3	format	format	NOUN
iassist-983	422	4	includes	include	VERB
iassist-983	422	5	an	an	DET
iassist-983	422	6	additional	additional	ADJ
iassist-983	422	7	variable	variable	NOUN
iassist-983	422	8	,	,	PUNCT
iassist-983	422	9	birthorder	birthorder	NOUN
iassist-983	422	10	that	that	PRON
iassist-983	422	11	uniquely	uniquely	ADV
iassist-983	422	12	identifies	identify	VERB
iassist-983	422	13	children	child	NOUN
iassist-983	422	14	within	within	ADP
iassist-983	422	15	each	each	DET
iassist-983	422	16	family	family	NOUN
iassist-983	422	17	.	.	PUNCT
iassist-983	423	1	since	since	SCONJ
iassist-983	423	2	the	the	DET
iassist-983	423	3	information	information	NOUN
iassist-983	423	4	in	in	ADP
iassist-983	423	5	each	each	DET
iassist-983	423	6	format	format	NOUN
iassist-983	423	7	is	be	AUX
iassist-983	423	8	identical	identical	ADJ
iassist-983	423	9	,	,	PUNCT
iassist-983	423	10	the	the	DET
iassist-983	423	11	choice	choice	NOUN
iassist-983	423	12	between	between	ADP
iassist-983	423	13	wide	wide	ADJ
iassist-983	423	14	and	and	CCONJ
iassist-983	423	15	long	long	ADJ
iassist-983	423	16	depends	depend	VERB
iassist-983	423	17	upon	upon	SCONJ
iassist-983	423	18	the	the	DET
iassist-983	423	19	types	type	NOUN
iassist-983	423	20	of	of	ADP
iassist-983	423	21	analysis	analysis	NOUN
iassist-983	423	22	to	to	PART
iassist-983	423	23	be	be	AUX
iassist-983	423	24	performed	perform	VERB
iassist-983	423	25	and	and	CCONJ
iassist-983	423	26	convenience	convenience	NOUN
iassist-983	423	27	.	.	PUNCT
iassist-983	424	1	figure	figure	VERB
iassist-983	424	2	6	6	NUM
iassist-983	424	3	.	.	PUNCT
iassist-983	424	4	wide	wide	ADJ
iassist-983	424	5	format	format	NOUN
iassist-983	424	6	figure	figure	NOUN
iassist-983	424	7	7	7	NUM
iassist-983	424	8	.	.	PUNCT
iassist-983	424	9	long	long	ADJ
iassist-983	424	10	format	format	NOUN
iassist-983	424	11	the	the	DET
iassist-983	424	12	information	information	NOUN
iassist-983	424	13	in	in	ADP
iassist-983	424	14	figures	figure	NOUN
iassist-983	424	15	5	5	NUM
iassist-983	424	16	and	and	CCONJ
iassist-983	424	17	6	6	NUM
iassist-983	424	18	can	can	AUX
iassist-983	424	19	also	also	ADV
iassist-983	424	20	be	be	AUX
iassist-983	424	21	stored	store	VERB
iassist-983	424	22	in	in	ADP
iassist-983	424	23	separate	separate	ADJ
iassist-983	424	24	datasets	dataset	NOUN
iassist-983	424	25	for	for	ADP
iassist-983	424	26	mothers	mother	NOUN
iassist-983	424	27	and	and	CCONJ
iassist-983	424	28	children	child	NOUN
iassist-983	424	29	by	by	ADP
iassist-983	424	30	using	use	VERB
iassist-983	424	31	the	the	DET
iassist-983	424	32	motherid	motherid	NOUN
iassist-983	424	33	variable	variable	NOUN
iassist-983	424	34	as	as	ADP
iassist-983	424	35	a	a	DET
iassist-983	424	36	key	key	NOUN
iassist-983	424	37	for	for	ADP
iassist-983	424	38	linking	link	VERB
iassist-983	424	39	children	child	NOUN
iassist-983	424	40	to	to	ADP
iassist-983	424	41	their	their	PRON
iassist-983	424	42	mothers	mother	NOUN
iassist-983	424	43	.	.	PUNCT
iassist-983	425	1	in	in	ADP
iassist-983	425	2	a	a	DET
iassist-983	425	3	relational	relational	ADJ
iassist-983	425	4	database	database	NOUN
iassist-983	425	5	the	the	DET
iassist-983	425	6	two	two	NUM
iassist-983	425	7	-	-	PUNCT
iassist-983	425	8	table	table	NOUN
iassist-983	425	9	approach	approach	NOUN
iassist-983	425	10	would	would	AUX
iassist-983	425	11	be	be	AUX
iassist-983	425	12	used	use	VERB
iassist-983	425	13	to	to	PART
iassist-983	425	14	remove	remove	VERB
iassist-983	425	15	repetition	repetition	NOUN
iassist-983	425	16	and	and	CCONJ
iassist-983	425	17	“	"	PUNCT
iassist-983	425	18	normalize	normalize	VERB
iassist-983	425	19	”	"	PUNCT
iassist-983	425	20	the	the	DET
iassist-983	425	21	database	database	NOUN
iassist-983	425	22	.	.	PUNCT
iassist-983	426	1	however	however	ADV
iassist-983	426	2	,	,	PUNCT
iassist-983	426	3	unlike	unlike	ADP
iassist-983	426	4	sql	sql	NOUN
iassist-983	426	5	,	,	PUNCT
iassist-983	426	6	most	most	ADV
iassist-983	426	7	statistical	statistical	ADJ
iassist-983	426	8	analysis	analysis	NOUN
iassist-983	426	9	software	software	NOUN
iassist-983	426	10	can	can	AUX
iassist-983	426	11	not	not	PART
iassist-983	426	12	compute	compute	VERB
iassist-983	426	13	results	result	NOUN
iassist-983	426	14	on	on	ADP
iassist-983	426	15	data	datum	NOUN
iassist-983	426	16	contained	contain	VERB
iassist-983	426	17	in	in	ADP
iassist-983	426	18	more	more	ADJ
iassist-983	426	19	than	than	ADP
iassist-983	426	20	one	one	NUM
iassist-983	426	21	table	table	NOUN
iassist-983	426	22	.	.	PUNCT
iassist-983	427	1	data	datum	NOUN
iassist-983	427	2	from	from	ADP
iassist-983	427	3	the	the	DET
iassist-983	427	4	mothers	mother	NOUN
iassist-983	427	5	table	table	NOUN
iassist-983	427	6	and	and	CCONJ
iassist-983	427	7	the	the	DET
iassist-983	427	8	children	child	NOUN
iassist-983	427	9	table	table	NOUN
iassist-983	427	10	would	would	AUX
iassist-983	427	11	need	need	VERB
iassist-983	427	12	to	to	PART
iassist-983	427	13	be	be	AUX
iassist-983	427	14	merged	merge	VERB
iassist-983	427	15	before	before	SCONJ
iassist-983	427	16	any	any	DET
iassist-983	427	17	analysis	analysis	NOUN
iassist-983	427	18	is	be	AUX
iassist-983	427	19	performed	perform	VERB
iassist-983	427	20	.	.	PUNCT
iassist-983	428	1	sdtl	sdtl	NOUN
iassist-983	428	2	includes	include	VERB
iassist-983	428	3	features	feature	NOUN
iassist-983	428	4	for	for	ADP
iassist-983	428	5	operating	operate	VERB
iassist-983	428	6	on	on	ADP
iassist-983	428	7	wide	wide	ADJ
iassist-983	428	8	and	and	CCONJ
iassist-983	428	9	long	long	ADJ
iassist-983	428	10	format	format	NOUN
iassist-983	428	11	data	datum	NOUN
iassist-983	428	12	.	.	PUNCT
iassist-983	429	1	the	the	DET
iassist-983	429	2	compositevariablenameexpression	compositevariablenameexpression	NOUN
iassist-983	429	3	is	be	AUX
iassist-983	429	4	used	use	VERB
iassist-983	429	5	to	to	PART
iassist-983	429	6	describe	describe	VERB
iassist-983	429	7	repeated	repeat	VERB
iassist-983	429	8	variable	variable	ADJ
iassist-983	429	9	names	name	NOUN
iassist-983	429	10	in	in	ADP
iassist-983	429	11	wide	wide	ADJ
iassist-983	429	12	-	-	PUNCT
iassist-983	429	13	format	format	NOUN
iassist-983	429	14	data	datum	NOUN
iassist-983	429	15	,	,	PUNCT
iassist-983	429	16	such	such	ADJ
iassist-983	429	17	as	as	ADP
iassist-983	429	18	age1	age1	NOUN
iassist-983	429	19	,	,	PUNCT
iassist-983	429	20	age2	age2	PROPN
iassist-983	429	21	,	,	PUNCT
iassist-983	429	22	etc	etc	X
iassist-983	429	23	.	.	X
iassist-983	429	24	composite	composite	ADJ
iassist-983	429	25	names	name	NOUN
iassist-983	429	26	consist	consist	VERB
iassist-983	429	27	of	of	ADP
iassist-983	429	28	a	a	DET
iassist-983	429	29	“	"	PUNCT
iassist-983	429	30	stub	stub	NOUN
iassist-983	429	31	”	"	PUNCT
iassist-983	429	32	(	(	PUNCT
iassist-983	429	33	e.g.	e.g.	ADV
iassist-983	429	34	“	"	PUNCT
iassist-983	429	35	age	age	NOUN
iassist-983	429	36	”	"	PUNCT
iassist-983	429	37	,	,	PUNCT
iassist-983	429	38	“	"	PUNCT
iassist-983	429	39	sex	sex	NOUN
iassist-983	429	40	”	"	PUNCT
iassist-983	429	41	)	)	PUNCT
iassist-983	429	42	and	and	CCONJ
iassist-983	429	43	an	an	DET
iassist-983	429	44	index	index	NOUN
iassist-983	429	45	value	value	NOUN
iassist-983	429	46	.	.	PUNCT
iassist-983	430	1	composite	composite	ADJ
iassist-983	430	2	names	name	NOUN
iassist-983	430	3	are	be	AUX
iassist-983	430	4	described	describe	VERB
iassist-983	430	5	in	in	ADP
iassist-983	430	6	a	a	DET
iassist-983	430	7	reshapeitemdescription	reshapeitemdescription	NOUN
iassist-983	430	8	,	,	PUNCT
iassist-983	430	9	which	which	PRON
iassist-983	430	10	is	be	AUX
iassist-983	430	11	a	a	DET
iassist-983	430	12	complex	complex	ADJ
iassist-983	430	13	property	property	NOUN
iassist-983	430	14	used	use	VERB
iassist-983	430	15	in	in	ADP
iassist-983	430	16	the	the	DET
iassist-983	430	17	reshapewide	reshapewide	NOUN
iassist-983	430	18	and	and	CCONJ
iassist-983	430	19	reshapelong	reshapelong	PROPN
iassist-983	430	20	sdtl	sdtl	NOUN
iassist-983	430	21	commands	command	VERB
iassist-983	430	22	.	.	PUNCT
iassist-983	431	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	431	2	23/26	23/26	NUM
iassist-983	431	3	alter	alter	NOUN
iassist-983	431	4	,	,	PUNCT
iassist-983	431	5	et	et	PROPN
iassist-983	431	6	al	al	PROPN
iassist-983	431	7	.	.	PROPN
iassist-983	431	8	(	(	PUNCT
iassist-983	431	9	2020	2020	NUM
iassist-983	431	10	)	)	PUNCT
iassist-983	431	11	provenance	provenance	NOUN
iassist-983	431	12	metadata	metadata	NOUN
iassist-983	431	13	for	for	ADP
iassist-983	431	14	statistical	statistical	ADJ
iassist-983	431	15	data	datum	NOUN
iassist-983	431	16	:	:	PUNCT
iassist-983	431	17	an	an	DET
iassist-983	431	18	introduction	introduction	NOUN
iassist-983	431	19	to	to	ADP
iassist-983	431	20	structured	structured	ADJ
iassist-983	431	21	data	datum	NOUN
iassist-983	431	22	transformation	transformation	NOUN
iassist-983	431	23	language	language	NOUN
iassist-983	431	24	(	(	PUNCT
iassist-983	431	25	sdtl	sdtl	NOUN
iassist-983	431	26	)	)	PUNCT
iassist-983	431	27	,	,	PUNCT
iassist-983	431	28	iassist	iassist	VERB
iassist-983	431	29	quarterly	quarterly	ADJ
iassist-983	431	30	44(4	44(4	NOUN
iassist-983	431	31	)	)	PUNCT
iassist-983	431	32	,	,	PUNCT
iassist-983	431	33	pp	pp	ADP
iassist-983	431	34	.	.	PUNCT
iassist-983	432	1	1	1	NUM
iassist-983	432	2	-	-	SYM
iassist-983	432	3	26	26	NUM
iassist-983	432	4	.	.	PUNCT
iassist-983	433	1	doi	doi	NOUN
iassist-983	433	2	:	:	PUNCT
iassist-983	433	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	433	4	the	the	DET
iassist-983	433	5	c2metadata	c2metadata	NOUN
iassist-983	433	6	project	project	NOUN
iassist-983	433	7	has	have	AUX
iassist-983	433	8	implemented	implement	VERB
iassist-983	433	9	the	the	DET
iassist-983	433	10	reshapelong	reshapelong	NOUN
iassist-983	433	11	but	but	CCONJ
iassist-983	433	12	not	not	PART
iassist-983	433	13	the	the	DET
iassist-983	433	14	reshapewide	reshapewide	NOUN
iassist-983	433	15	command	command	NOUN
iassist-983	433	16	.	.	PUNCT
iassist-983	434	1	when	when	SCONJ
iassist-983	434	2	we	we	PRON
iassist-983	434	3	convert	convert	VERB
iassist-983	434	4	data	datum	NOUN
iassist-983	434	5	from	from	ADP
iassist-983	434	6	wide	wide	ADJ
iassist-983	434	7	to	to	ADP
iassist-983	434	8	long	long	ADV
iassist-983	434	9	,	,	PUNCT
iassist-983	434	10	we	we	PRON
iassist-983	434	11	know	know	VERB
iassist-983	434	12	how	how	SCONJ
iassist-983	434	13	many	many	ADJ
iassist-983	434	14	rows	row	NOUN
iassist-983	434	15	to	to	PART
iassist-983	434	16	create	create	VERB
iassist-983	434	17	,	,	PUNCT
iassist-983	434	18	because	because	SCONJ
iassist-983	434	19	each	each	DET
iassist-983	434	20	row	row	NOUN
iassist-983	434	21	corresponds	correspond	VERB
iassist-983	434	22	to	to	ADP
iassist-983	434	23	a	a	DET
iassist-983	434	24	set	set	NOUN
iassist-983	434	25	of	of	ADP
iassist-983	434	26	identical	identical	ADJ
iassist-983	434	27	variables	variable	NOUN
iassist-983	434	28	described	describe	VERB
iassist-983	434	29	in	in	ADP
iassist-983	434	30	the	the	DET
iassist-983	434	31	metadata	metadata	NOUN
iassist-983	434	32	file	file	NOUN
iassist-983	434	33	.	.	PUNCT
iassist-983	435	1	but	but	CCONJ
iassist-983	435	2	we	we	PRON
iassist-983	435	3	can	can	AUX
iassist-983	435	4	not	not	PART
iassist-983	435	5	reshape	reshape	VERB
iassist-983	435	6	data	datum	NOUN
iassist-983	435	7	from	from	ADP
iassist-983	435	8	long	long	ADV
iassist-983	435	9	to	to	ADP
iassist-983	435	10	wide	wide	ADJ
iassist-983	435	11	format	format	NOUN
iassist-983	435	12	without	without	ADP
iassist-983	435	13	knowing	know	VERB
iassist-983	435	14	the	the	DET
iassist-983	435	15	maximum	maximum	ADJ
iassist-983	435	16	number	number	NOUN
iassist-983	435	17	of	of	ADP
iassist-983	435	18	columns	column	NOUN
iassist-983	435	19	to	to	PART
iassist-983	435	20	create	create	VERB
iassist-983	435	21	,	,	PUNCT
iassist-983	435	22	which	which	PRON
iassist-983	435	23	is	be	AUX
iassist-983	435	24	not	not	PART
iassist-983	435	25	included	include	VERB
iassist-983	435	26	in	in	ADP
iassist-983	435	27	the	the	DET
iassist-983	435	28	metadata	metadata	ADJ
iassist-983	435	29	file	file	NOUN
iassist-983	435	30	of	of	ADP
iassist-983	435	31	a	a	DET
iassist-983	435	32	long	long	ADJ
iassist-983	435	33	format	format	NOUN
iassist-983	435	34	dataset	dataset	VERB
iassist-983	435	35	.	.	PUNCT
iassist-983	436	1	since	since	SCONJ
iassist-983	436	2	the	the	DET
iassist-983	436	3	scope	scope	NOUN
iassist-983	436	4	of	of	ADP
iassist-983	436	5	the	the	DET
iassist-983	436	6	c2metadata	c2metadata	ADJ
iassist-983	436	7	project	project	NOUN
iassist-983	436	8	has	have	AUX
iassist-983	436	9	been	be	AUX
iassist-983	436	10	limited	limit	VERB
iassist-983	436	11	to	to	ADP
iassist-983	436	12	metadata	metadata	VERB
iassist-983	436	13	-	-	PUNCT
iassist-983	436	14	only	only	ADJ
iassist-983	436	15	operations	operation	NOUN
iassist-983	436	16	,	,	PUNCT
iassist-983	436	17	reshapewide	reshapewide	NOUN
iassist-983	436	18	is	be	AUX
iassist-983	436	19	not	not	PART
iassist-983	436	20	currently	currently	ADV
iassist-983	436	21	supported	support	VERB
iassist-983	436	22	.	.	PUNCT
iassist-983	437	1	pseudocode	pseudocode	PROPN
iassist-983	437	2	library	library	NOUN
iassist-983	437	3	and	and	CCONJ
iassist-983	437	4	translator	translator	NOUN
iassist-983	437	5	the	the	DET
iassist-983	437	6	pseudocode	pseudocode	PROPN
iassist-983	437	7	library	library	NOUN
iassist-983	437	8	is	be	AUX
iassist-983	437	9	a	a	DET
iassist-983	437	10	simple	simple	ADJ
iassist-983	437	11	and	and	CCONJ
iassist-983	437	12	extensible	extensible	ADJ
iassist-983	437	13	way	way	NOUN
iassist-983	437	14	to	to	PART
iassist-983	437	15	create	create	VERB
iassist-983	437	16	natural	natural	ADJ
iassist-983	437	17	language	language	NOUN
iassist-983	437	18	versions	version	NOUN
iassist-983	437	19	of	of	ADP
iassist-983	437	20	sdtl	sdtl	NOUN
iassist-983	437	21	scripts	script	NOUN
iassist-983	437	22	.	.	PUNCT
iassist-983	438	1	every	every	DET
iassist-983	438	2	type	type	NOUN
iassist-983	438	3	in	in	ADP
iassist-983	438	4	sdtl	sdtl	NOUN
iassist-983	438	5	consists	consist	VERB
iassist-983	438	6	of	of	ADP
iassist-983	438	7	a	a	DET
iassist-983	438	8	set	set	NOUN
iassist-983	438	9	of	of	ADP
iassist-983	438	10	properties	property	NOUN
iassist-983	438	11	.	.	PUNCT
iassist-983	439	1	each	each	PRON
iassist-983	439	2	of	of	ADP
iassist-983	439	3	these	these	DET
iassist-983	439	4	properties	property	NOUN
iassist-983	439	5	can	can	AUX
iassist-983	439	6	be	be	AUX
iassist-983	439	7	resolved	resolve	VERB
iassist-983	439	8	into	into	ADP
iassist-983	439	9	text	text	NOUN
iassist-983	439	10	-a	-a	PUNCT
iassist-983	439	11	variable	variable	ADJ
iassist-983	439	12	name	name	NOUN
iassist-983	439	13	,	,	PUNCT
iassist-983	439	14	a	a	DET
iassist-983	439	15	number	number	NOUN
iassist-983	439	16	,	,	PUNCT
iassist-983	439	17	or	or	CCONJ
iassist-983	439	18	a	a	DET
iassist-983	439	19	string	string	NOUN
iassist-983	439	20	.	.	PUNCT
iassist-983	440	1	the	the	DET
iassist-983	440	2	pseudocode	pseudocode	PROPN
iassist-983	440	3	library	library	NOUN
iassist-983	440	4	is	be	AUX
iassist-983	440	5	a	a	DET
iassist-983	440	6	set	set	NOUN
iassist-983	440	7	of	of	ADP
iassist-983	440	8	templates	template	NOUN
iassist-983	440	9	for	for	ADP
iassist-983	440	10	sdtl	sdtl	NOUN
iassist-983	440	11	types	type	NOUN
iassist-983	440	12	with	with	ADP
iassist-983	440	13	text	text	NOUN
iassist-983	440	14	to	to	PART
iassist-983	440	15	include	include	VERB
iassist-983	440	16	before	before	ADV
iassist-983	440	17	and/or	and/or	CCONJ
iassist-983	440	18	after	after	ADP
iassist-983	440	19	each	each	DET
iassist-983	440	20	property	property	NOUN
iassist-983	440	21	in	in	ADP
iassist-983	440	22	a	a	DET
iassist-983	440	23	command	command	NOUN
iassist-983	440	24	.	.	PUNCT
iassist-983	441	1	templates	template	NOUN
iassist-983	441	2	look	look	VERB
iassist-983	441	3	like	like	ADP
iassist-983	441	4	this	this	PRON
iassist-983	441	5	:	:	PUNCT
iassist-983	441	6	“	"	PUNCT
iassist-983	441	7	starting	start	VERB
iassist-983	441	8	text	text	NOUN
iassist-983	441	9	{	{	PUNCT
iassist-983	441	10	property1	property1	NOUN
iassist-983	441	11	}	}	PUNCT
iassist-983	441	12	more	more	ADJ
iassist-983	441	13	text	text	NOUN
iassist-983	441	14	{	{	PUNCT
iassist-983	441	15	property2	property2	NOUN
iassist-983	441	16	}	}	PUNCT
iassist-983	441	17	even	even	ADV
iassist-983	441	18	more	more	ADJ
iassist-983	441	19	text	text	NOUN
iassist-983	441	20	”	"	PUNCT
iassist-983	441	21	the	the	DET
iassist-983	441	22	translation	translation	NOUN
iassist-983	441	23	involves	involve	VERB
iassist-983	441	24	inserting	insert	VERB
iassist-983	441	25	text	text	NOUN
iassist-983	441	26	created	create	VERB
iassist-983	441	27	from	from	ADP
iassist-983	441	28	each	each	DET
iassist-983	441	29	property	property	NOUN
iassist-983	441	30	into	into	ADP
iassist-983	441	31	the	the	DET
iassist-983	441	32	corresponding	corresponding	ADJ
iassist-983	441	33	space	space	NOUN
iassist-983	441	34	in	in	ADP
iassist-983	441	35	the	the	DET
iassist-983	441	36	template	template	NOUN
iassist-983	441	37	,	,	PUNCT
iassist-983	441	38	where	where	SCONJ
iassist-983	441	39	property	property	NOUN
iassist-983	441	40	names	name	NOUN
iassist-983	441	41	surrounded	surround	VERB
iassist-983	441	42	by	by	ADP
iassist-983	441	43	curly	curly	ADJ
iassist-983	441	44	brackets	bracket	NOUN
iassist-983	441	45	.	.	PUNCT
iassist-983	442	1	for	for	ADP
iassist-983	442	2	example	example	NOUN
iassist-983	442	3	,	,	PUNCT
iassist-983	442	4	the	the	DET
iassist-983	442	5	pseudocode	pseudocode	PROPN
iassist-983	442	6	templates	template	NOUN
iassist-983	442	7	for	for	ADP
iassist-983	442	8	the	the	DET
iassist-983	442	9	rename	rename	ADJ
iassist-983	442	10	command	command	NOUN
iassist-983	442	11	and	and	CCONJ
iassist-983	442	12	the	the	DET
iassist-983	442	13	renamepair	renamepair	NOUN
iassist-983	442	14	type	type	NOUN
iassist-983	442	15	are	be	AUX
iassist-983	442	16	:	:	PUNCT
iassist-983	442	17	rename	rename	ADJ
iassist-983	442	18	rename	rename	ADJ
iassist-983	442	19	variables	variable	NOUN
iassist-983	442	20	:	:	PUNCT
iassist-983	442	21	{	{	PUNCT
iassist-983	442	22	renames	rename	NOUN
iassist-983	442	23	}	}	PUNCT
iassist-983	442	24	renamepair	renamepair	NOUN
iassist-983	442	25	\n\t	\n\t	PROPN
iassist-983	442	26	from	from	ADP
iassist-983	442	27	{	{	PUNCT
iassist-983	442	28	oldvariable	oldvariable	ADJ
iassist-983	442	29	}	}	PUNCT
iassist-983	442	30	to	to	ADP
iassist-983	442	31	{	{	PUNCT
iassist-983	442	32	newvariable	newvariable	ADJ
iassist-983	442	33	}	}	PUNCT
iassist-983	442	34	;	;	PUNCT
iassist-983	442	35	in	in	ADP
iassist-983	442	36	this	this	DET
iassist-983	442	37	case	case	NOUN
iassist-983	442	38	,	,	PUNCT
iassist-983	442	39	renamepair	renamepair	NOUN
iassist-983	442	40	is	be	AUX
iassist-983	442	41	a	a	DET
iassist-983	442	42	complex	complex	ADJ
iassist-983	442	43	type	type	NOUN
iassist-983	442	44	used	use	VERB
iassist-983	442	45	to	to	PART
iassist-983	442	46	fill	fill	VERB
iassist-983	442	47	the	the	DET
iassist-983	442	48	renames	rename	NOUN
iassist-983	442	49	property	property	NOUN
iassist-983	442	50	of	of	ADP
iassist-983	442	51	the	the	DET
iassist-983	442	52	rename	rename	ADJ
iassist-983	442	53	command	command	NOUN
iassist-983	442	54	.	.	PUNCT
iassist-983	443	1	if	if	SCONJ
iassist-983	443	2	we	we	PRON
iassist-983	443	3	rename	rename	VERB
iassist-983	443	4	vara	vara	NOUN
iassist-983	443	5	to	to	PART
iassist-983	443	6	varalpha	varalpha	VERB
iassist-983	443	7	,	,	PUNCT
iassist-983	443	8	the	the	DET
iassist-983	443	9	renamepair	renamepair	NOUN
iassist-983	443	10	becomes	become	VERB
iassist-983	443	11	.	.	PUNCT
iassist-983	444	1	\n\t	\n\t	PROPN
iassist-983	444	2	from	from	ADP
iassist-983	444	3	vara	vara	PROPN
iassist-983	444	4	to	to	PART
iassist-983	444	5	varalpha	varalpha	VERB
iassist-983	444	6	;	;	PUNCT
iassist-983	444	7	and	and	CCONJ
iassist-983	444	8	the	the	DET
iassist-983	444	9	rename	rename	ADJ
iassist-983	444	10	command	command	NOUN
iassist-983	444	11	becomes	become	VERB
iassist-983	444	12	rename	rename	ADJ
iassist-983	444	13	variables	variable	NOUN
iassist-983	444	14	:	:	PUNCT
iassist-983	444	15	\n\t	\n\t	PROPN
iassist-983	444	16	from	from	ADP
iassist-983	444	17	vara	vara	PROPN
iassist-983	444	18	to	to	PART
iassist-983	444	19	varalpha	varalpha	VERB
iassist-983	444	20	;	;	PUNCT
iassist-983	444	21	if	if	SCONJ
iassist-983	444	22	we	we	PRON
iassist-983	444	23	evaluate	evaluate	VERB
iassist-983	444	24	\n	\n	PUNCT
iassist-983	444	25	as	as	ADP
iassist-983	444	26	a	a	DET
iassist-983	444	27	new	new	ADJ
iassist-983	444	28	line	line	NOUN
iassist-983	444	29	and	and	CCONJ
iassist-983	444	30	\t	\t	NOUN
iassist-983	444	31	as	as	ADP
iassist-983	444	32	a	a	DET
iassist-983	444	33	tab	tab	NOUN
iassist-983	444	34	,	,	PUNCT
iassist-983	444	35	we	we	PRON
iassist-983	444	36	get	get	VERB
iassist-983	444	37	rename	rename	ADJ
iassist-983	444	38	variables	variable	NOUN
iassist-983	444	39	:	:	PUNCT
iassist-983	444	40	from	from	ADP
iassist-983	444	41	vara	vara	PROPN
iassist-983	444	42	to	to	PART
iassist-983	444	43	varalpha	varalpha	VERB
iassist-983	444	44	;	;	PUNCT
iassist-983	444	45	pseudocode	pseudocode	PROPN
iassist-983	444	46	templates	template	NOUN
iassist-983	444	47	for	for	ADP
iassist-983	444	48	functions	function	NOUN
iassist-983	444	49	are	be	AUX
iassist-983	444	50	included	include	VERB
iassist-983	444	51	in	in	ADP
iassist-983	444	52	the	the	DET
iassist-983	444	53	function	function	NOUN
iassist-983	444	54	library	library	NOUN
iassist-983	444	55	.	.	PUNCT
iassist-983	445	1	limitations	limitation	NOUN
iassist-983	445	2	and	and	CCONJ
iassist-983	445	3	future	future	ADJ
iassist-983	445	4	developments	development	NOUN
iassist-983	445	5	the	the	DET
iassist-983	445	6	ddi	ddi	PROPN
iassist-983	445	7	alliance	alliance	NOUN
iassist-983	445	8	has	have	AUX
iassist-983	445	9	created	create	VERB
iassist-983	445	10	an	an	DET
iassist-983	445	11	sdtl	sdtl	NOUN
iassist-983	445	12	working	working	NOUN
iassist-983	445	13	group	group	NOUN
iassist-983	445	14	to	to	PART
iassist-983	445	15	manage	manage	VERB
iassist-983	445	16	sdtl	sdtl	NOUN
iassist-983	445	17	as	as	ADP
iassist-983	445	18	one	one	NUM
iassist-983	445	19	of	of	ADP
iassist-983	445	20	its	its	PRON
iassist-983	445	21	suite	suite	NOUN
iassist-983	445	22	of	of	ADP
iassist-983	445	23	standards	standard	NOUN
iassist-983	445	24	.	.	PUNCT
iassist-983	446	1	modifications	modification	NOUN
iassist-983	446	2	and	and	CCONJ
iassist-983	446	3	additions	addition	NOUN
iassist-983	446	4	to	to	ADP
iassist-983	446	5	the	the	DET
iassist-983	446	6	sdtl	sdtl	NOUN
iassist-983	446	7	standard	standard	NOUN
iassist-983	446	8	will	will	AUX
iassist-983	446	9	follow	follow	VERB
iassist-983	446	10	an	an	DET
iassist-983	446	11	orderly	orderly	ADJ
iassist-983	446	12	process	process	NOUN
iassist-983	446	13	with	with	ADP
iassist-983	446	14	opportunities	opportunity	NOUN
iassist-983	446	15	for	for	ADP
iassist-983	446	16	community	community	NOUN
iassist-983	446	17	review	review	NOUN
iassist-983	446	18	and	and	CCONJ
iassist-983	446	19	a	a	DET
iassist-983	446	20	published	publish	VERB
iassist-983	446	21	calendar	calendar	NOUN
iassist-983	446	22	for	for	ADP
iassist-983	446	23	new	new	ADJ
iassist-983	446	24	versions	version	NOUN
iassist-983	446	25	.	.	PUNCT
iassist-983	447	1	this	this	DET
iassist-983	447	2	framework	framework	NOUN
iassist-983	447	3	assures	assure	VERB
iassist-983	447	4	that	that	DET
iassist-983	447	5	sdtl	sdtl	NOUN
iassist-983	447	6	will	will	AUX
iassist-983	447	7	evolve	evolve	VERB
iassist-983	447	8	in	in	ADP
iassist-983	447	9	response	response	NOUN
iassist-983	447	10	to	to	ADP
iassist-983	447	11	new	new	ADJ
iassist-983	447	12	developments	development	NOUN
iassist-983	447	13	in	in	ADP
iassist-983	447	14	source	source	NOUN
iassist-983	447	15	languages	language	NOUN
iassist-983	447	16	and	and	CCONJ
iassist-983	447	17	new	new	ADJ
iassist-983	447	18	applications	application	NOUN
iassist-983	447	19	of	of	ADP
iassist-983	447	20	the	the	DET
iassist-983	447	21	language	language	NOUN
iassist-983	447	22	.	.	PUNCT
iassist-983	448	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	448	2	24/26	24/26	NUM
iassist-983	448	3	alter	alter	NOUN
iassist-983	448	4	,	,	PUNCT
iassist-983	448	5	et	et	PROPN
iassist-983	448	6	al	al	PROPN
iassist-983	448	7	.	.	PROPN
iassist-983	448	8	(	(	PUNCT
iassist-983	448	9	2020	2020	NUM
iassist-983	448	10	)	)	PUNCT
iassist-983	448	11	provenance	provenance	NOUN
iassist-983	448	12	metadata	metadata	NOUN
iassist-983	448	13	for	for	ADP
iassist-983	448	14	statistical	statistical	ADJ
iassist-983	448	15	data	datum	NOUN
iassist-983	448	16	:	:	PUNCT
iassist-983	448	17	an	an	DET
iassist-983	448	18	introduction	introduction	NOUN
iassist-983	448	19	to	to	ADP
iassist-983	448	20	structured	structured	ADJ
iassist-983	448	21	data	datum	NOUN
iassist-983	448	22	transformation	transformation	NOUN
iassist-983	448	23	language	language	NOUN
iassist-983	448	24	(	(	PUNCT
iassist-983	448	25	sdtl	sdtl	NOUN
iassist-983	448	26	)	)	PUNCT
iassist-983	448	27	,	,	PUNCT
iassist-983	448	28	iassist	iassist	VERB
iassist-983	448	29	quarterly	quarterly	ADJ
iassist-983	448	30	44(4	44(4	NOUN
iassist-983	448	31	)	)	PUNCT
iassist-983	448	32	,	,	PUNCT
iassist-983	448	33	pp	pp	ADP
iassist-983	448	34	.	.	PUNCT
iassist-983	449	1	1	1	NUM
iassist-983	449	2	-	-	SYM
iassist-983	449	3	26	26	NUM
iassist-983	449	4	.	.	PUNCT
iassist-983	450	1	doi	doi	NOUN
iassist-983	450	2	:	:	PUNCT
iassist-983	450	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	450	4	the	the	DET
iassist-983	450	5	function	function	NOUN
iassist-983	450	6	library	library	NOUN
iassist-983	450	7	provides	provide	VERB
iassist-983	450	8	a	a	DET
iassist-983	450	9	simple	simple	ADJ
iassist-983	450	10	way	way	NOUN
iassist-983	450	11	to	to	PART
iassist-983	450	12	expand	expand	VERB
iassist-983	450	13	the	the	DET
iassist-983	450	14	reach	reach	NOUN
iassist-983	450	15	of	of	ADP
iassist-983	450	16	sdtl	sdtl	NOUN
iassist-983	450	17	without	without	ADP
iassist-983	450	18	changing	change	VERB
iassist-983	450	19	the	the	DET
iassist-983	450	20	language	language	NOUN
iassist-983	450	21	itself	itself	PRON
iassist-983	450	22	.	.	PUNCT
iassist-983	451	1	the	the	DET
iassist-983	451	2	function	function	NOUN
iassist-983	451	3	library	library	NOUN
iassist-983	451	4	can	can	AUX
iassist-983	451	5	be	be	AUX
iassist-983	451	6	updated	update	VERB
iassist-983	451	7	to	to	PART
iassist-983	451	8	include	include	VERB
iassist-983	451	9	new	new	ADJ
iassist-983	451	10	functions	function	NOUN
iassist-983	451	11	in	in	ADP
iassist-983	451	12	sdtl	sdtl	NOUN
iassist-983	451	13	or	or	CCONJ
iassist-983	451	14	to	to	PART
iassist-983	451	15	map	map	VERB
iassist-983	451	16	additional	additional	ADJ
iassist-983	451	17	functions	function	NOUN
iassist-983	451	18	in	in	ADP
iassist-983	451	19	source	source	NOUN
iassist-983	451	20	languages	language	NOUN
iassist-983	451	21	to	to	ADP
iassist-983	451	22	existing	exist	VERB
iassist-983	451	23	sdtl	sdtl	NOUN
iassist-983	451	24	functions	function	NOUN
iassist-983	451	25	.	.	PUNCT
iassist-983	452	1	in	in	ADP
iassist-983	452	2	most	most	ADJ
iassist-983	452	3	cases	case	NOUN
iassist-983	452	4	,	,	PUNCT
iassist-983	452	5	additions	addition	NOUN
iassist-983	452	6	to	to	ADP
iassist-983	452	7	the	the	DET
iassist-983	452	8	function	function	NOUN
iassist-983	452	9	library	library	NOUN
iassist-983	452	10	do	do	AUX
iassist-983	452	11	not	not	PART
iassist-983	452	12	require	require	VERB
iassist-983	452	13	changes	change	NOUN
iassist-983	452	14	to	to	ADP
iassist-983	452	15	the	the	DET
iassist-983	452	16	program	program	NOUN
iassist-983	452	17	code	code	NOUN
iassist-983	452	18	in	in	ADP
iassist-983	452	19	applications	application	NOUN
iassist-983	452	20	that	that	PRON
iassist-983	452	21	translate	translate	VERB
iassist-983	452	22	source	source	NOUN
iassist-983	452	23	languages	language	NOUN
iassist-983	452	24	into	into	ADP
iassist-983	452	25	sdtl	sdtl	NOUN
iassist-983	452	26	.	.	PUNCT
iassist-983	453	1	version	version	NOUN
iassist-983	453	2	1.0	1.0	NUM
iassist-983	453	3	of	of	ADP
iassist-983	453	4	sdtl	sdtl	NOUN
iassist-983	453	5	is	be	AUX
iassist-983	453	6	being	be	AUX
iassist-983	453	7	released	release	VERB
iassist-983	453	8	with	with	ADP
iassist-983	453	9	two	two	NUM
iassist-983	453	10	limitations	limitation	NOUN
iassist-983	453	11	that	that	PRON
iassist-983	453	12	are	be	AUX
iassist-983	453	13	due	due	ADJ
iassist-983	453	14	to	to	ADP
iassist-983	453	15	the	the	DET
iassist-983	453	16	limited	limited	ADJ
iassist-983	453	17	scope	scope	NOUN
iassist-983	453	18	of	of	ADP
iassist-983	453	19	the	the	DET
iassist-983	453	20	c2metadata	c2metadata	ADJ
iassist-983	453	21	project	project	NOUN
iassist-983	453	22	.	.	PUNCT
iassist-983	454	1	first	first	ADV
iassist-983	454	2	,	,	PUNCT
iassist-983	454	3	the	the	DET
iassist-983	454	4	c2metadata	c2metadata	ADJ
iassist-983	454	5	project	project	NOUN
iassist-983	454	6	adopted	adopt	VERB
iassist-983	454	7	a	a	DET
iassist-983	454	8	metadata	metadata	NOUN
iassist-983	454	9	-	-	PUNCT
iassist-983	454	10	only	only	ADJ
iassist-983	454	11	approach	approach	NOUN
iassist-983	454	12	.	.	PUNCT
iassist-983	455	1	we	we	PRON
iassist-983	455	2	assume	assume	VERB
iassist-983	455	3	that	that	SCONJ
iassist-983	455	4	the	the	DET
iassist-983	455	5	pre	pre	ADJ
iassist-983	455	6	-	-	ADJ
iassist-983	455	7	transformation	transformation	ADJ
iassist-983	455	8	data	datum	NOUN
iassist-983	455	9	are	be	AUX
iassist-983	455	10	well	well	ADV
iassist-983	455	11	described	describe	VERB
iassist-983	455	12	in	in	ADP
iassist-983	455	13	a	a	DET
iassist-983	455	14	standard	standard	ADJ
iassist-983	455	15	metadata	metadata	ADJ
iassist-983	455	16	schema	schema	NOUN
iassist-983	455	17	,	,	PUNCT
iassist-983	455	18	such	such	ADJ
iassist-983	455	19	as	as	ADP
iassist-983	455	20	ddi	ddi	PROPN
iassist-983	455	21	or	or	CCONJ
iassist-983	455	22	eml	eml	NOUN
iassist-983	455	23	,	,	PUNCT
iassist-983	455	24	and	and	CCONJ
iassist-983	455	25	we	we	PRON
iassist-983	455	26	do	do	AUX
iassist-983	455	27	not	not	PART
iassist-983	455	28	access	access	VERB
iassist-983	455	29	the	the	DET
iassist-983	455	30	data	datum	NOUN
iassist-983	455	31	at	at	ADP
iassist-983	455	32	any	any	DET
iassist-983	455	33	time	time	NOUN
iassist-983	455	34	.	.	PUNCT
iassist-983	456	1	for	for	ADP
iassist-983	456	2	this	this	DET
iassist-983	456	3	reason	reason	NOUN
iassist-983	456	4	,	,	PUNCT
iassist-983	456	5	sdtl	sdtl	NOUN
iassist-983	456	6	can	can	AUX
iassist-983	456	7	describe	describe	VERB
iassist-983	456	8	reshaping	reshape	VERB
iassist-983	456	9	data	datum	NOUN
iassist-983	456	10	from	from	ADP
iassist-983	456	11	long	long	ADV
iassist-983	456	12	to	to	ADP
iassist-983	456	13	wide	wide	ADV
iassist-983	456	14	,	,	PUNCT
iassist-983	456	15	but	but	CCONJ
iassist-983	456	16	c2metadata	c2metadata	NOUN
iassist-983	456	17	parsers	parser	NOUN
iassist-983	456	18	do	do	AUX
iassist-983	456	19	not	not	PART
iassist-983	456	20	support	support	VERB
iassist-983	456	21	that	that	DET
iassist-983	456	22	command	command	NOUN
iassist-983	456	23	.	.	PUNCT
iassist-983	457	1	when	when	SCONJ
iassist-983	457	2	data	datum	NOUN
iassist-983	457	3	are	be	AUX
iassist-983	457	4	changed	change	VERB
iassist-983	457	5	from	from	ADP
iassist-983	457	6	long	long	ADV
iassist-983	457	7	to	to	PART
iassist-983	457	8	wide	wide	ADV
iassist-983	457	9	,	,	PUNCT
iassist-983	457	10	the	the	DET
iassist-983	457	11	number	number	NOUN
iassist-983	457	12	of	of	ADP
iassist-983	457	13	columns	column	NOUN
iassist-983	457	14	in	in	ADP
iassist-983	457	15	the	the	DET
iassist-983	457	16	new	new	ADJ
iassist-983	457	17	dataframe	dataframe	PROPN
iassist-983	457	18	depends	depend	VERB
iassist-983	457	19	upon	upon	SCONJ
iassist-983	457	20	the	the	DET
iassist-983	457	21	values	value	NOUN
iassist-983	457	22	of	of	ADP
iassist-983	457	23	the	the	DET
iassist-983	457	24	index	index	NOUN
iassist-983	457	25	variables	variable	NOUN
iassist-983	457	26	in	in	ADP
iassist-983	457	27	the	the	DET
iassist-983	457	28	original	original	ADJ
iassist-983	457	29	dataframe	dataframe	NOUN
iassist-983	457	30	.	.	PUNCT
iassist-983	458	1	the	the	DET
iassist-983	458	2	only	only	ADJ
iassist-983	458	3	way	way	NOUN
iassist-983	458	4	to	to	PART
iassist-983	458	5	know	know	VERB
iassist-983	458	6	the	the	DET
iassist-983	458	7	range	range	NOUN
iassist-983	458	8	of	of	ADP
iassist-983	458	9	these	these	DET
iassist-983	458	10	index	index	NOUN
iassist-983	458	11	variables	variable	NOUN
iassist-983	458	12	is	be	AUX
iassist-983	458	13	to	to	PART
iassist-983	458	14	inspect	inspect	VERB
iassist-983	458	15	the	the	DET
iassist-983	458	16	actual	actual	ADJ
iassist-983	458	17	data	datum	NOUN
iassist-983	458	18	,	,	PUNCT
iassist-983	458	19	and	and	CCONJ
iassist-983	458	20	this	this	PRON
iassist-983	458	21	requires	require	VERB
iassist-983	458	22	integration	integration	NOUN
iassist-983	458	23	of	of	ADP
iassist-983	458	24	sdtl	sdtl	NOUN
iassist-983	458	25	into	into	ADP
iassist-983	458	26	statistical	statistical	ADJ
iassist-983	458	27	analysis	analysis	NOUN
iassist-983	458	28	software	software	NOUN
iassist-983	458	29	.	.	PUNCT
iassist-983	459	1	we	we	PRON
iassist-983	459	2	hope	hope	VERB
iassist-983	459	3	that	that	SCONJ
iassist-983	459	4	this	this	DET
iassist-983	459	5	integration	integration	NOUN
iassist-983	459	6	will	will	AUX
iassist-983	459	7	happen	happen	VERB
iassist-983	459	8	in	in	ADP
iassist-983	459	9	the	the	DET
iassist-983	459	10	future	future	NOUN
iassist-983	459	11	,	,	PUNCT
iassist-983	459	12	especially	especially	ADV
iassist-983	459	13	for	for	ADP
iassist-983	459	14	the	the	DET
iassist-983	459	15	open	open	ADJ
iassist-983	459	16	source	source	NOUN
iassist-983	459	17	packages	package	NOUN
iassist-983	459	18	r	r	NOUN
iassist-983	459	19	and	and	CCONJ
iassist-983	459	20	python	python	NOUN
iassist-983	459	21	.	.	PUNCT
iassist-983	460	1	second	second	ADJ
iassist-983	460	2	,	,	PUNCT
iassist-983	460	3	sdtl	sdtl	NOUN
iassist-983	460	4	does	do	AUX
iassist-983	460	5	not	not	PART
iassist-983	460	6	yet	yet	ADV
iassist-983	460	7	describe	describe	VERB
iassist-983	460	8	variables	variable	NOUN
iassist-983	460	9	created	create	VERB
iassist-983	460	10	by	by	ADP
iassist-983	460	11	statistical	statistical	ADJ
iassist-983	460	12	analysis	analysis	NOUN
iassist-983	460	13	commands	command	NOUN
iassist-983	460	14	.	.	PUNCT
iassist-983	461	1	sdtl	sdtl	NOUN
iassist-983	461	2	was	be	AUX
iassist-983	461	3	created	create	VERB
iassist-983	461	4	to	to	PART
iassist-983	461	5	describe	describe	VERB
iassist-983	461	6	data	datum	NOUN
iassist-983	461	7	and	and	CCONJ
iassist-983	461	8	not	not	PART
iassist-983	461	9	tables	table	NOUN
iassist-983	461	10	,	,	PUNCT
iassist-983	461	11	graphs	graph	NOUN
iassist-983	461	12	or	or	CCONJ
iassist-983	461	13	other	other	ADJ
iassist-983	461	14	analytical	analytical	ADJ
iassist-983	461	15	results	result	NOUN
iassist-983	461	16	.	.	PUNCT
iassist-983	462	1	since	since	SCONJ
iassist-983	462	2	statistical	statistical	ADJ
iassist-983	462	3	analysis	analysis	NOUN
iassist-983	462	4	packages	package	NOUN
iassist-983	462	5	have	have	VERB
iassist-983	462	6	many	many	ADJ
iassist-983	462	7	more	more	ADJ
iassist-983	462	8	analysis	analysis	NOUN
iassist-983	462	9	commands	command	NOUN
iassist-983	462	10	than	than	ADP
iassist-983	462	11	data	datum	NOUN
iassist-983	462	12	transformation	transformation	NOUN
iassist-983	462	13	commands	command	NOUN
iassist-983	462	14	,	,	PUNCT
iassist-983	462	15	representing	represent	VERB
iassist-983	462	16	analysis	analysis	NOUN
iassist-983	462	17	commands	command	NOUN
iassist-983	462	18	was	be	AUX
iassist-983	462	19	not	not	PART
iassist-983	462	20	on	on	ADP
iassist-983	462	21	the	the	DET
iassist-983	462	22	agenda	agenda	NOUN
iassist-983	462	23	of	of	ADP
iassist-983	462	24	the	the	DET
iassist-983	462	25	c2metadata	c2metadata	ADJ
iassist-983	462	26	project	project	NOUN
iassist-983	462	27	.	.	PUNCT
iassist-983	463	1	however	however	ADV
iassist-983	463	2	,	,	PUNCT
iassist-983	463	3	we	we	PRON
iassist-983	463	4	acknowledge	acknowledge	VERB
iassist-983	463	5	that	that	SCONJ
iassist-983	463	6	analysis	analysis	NOUN
iassist-983	463	7	commands	command	NOUN
iassist-983	463	8	can	can	AUX
iassist-983	463	9	also	also	ADV
iassist-983	463	10	produce	produce	VERB
iassist-983	463	11	data	datum	NOUN
iassist-983	463	12	.	.	PUNCT
iassist-983	464	1	for	for	ADP
iassist-983	464	2	example	example	NOUN
iassist-983	464	3	,	,	PUNCT
iassist-983	464	4	estimated	estimate	VERB
iassist-983	464	5	regression	regression	NOUN
iassist-983	464	6	models	model	NOUN
iassist-983	464	7	are	be	AUX
iassist-983	464	8	often	often	ADV
iassist-983	464	9	used	use	VERB
iassist-983	464	10	to	to	PART
iassist-983	464	11	construct	construct	VERB
iassist-983	464	12	predicted	predict	VERB
iassist-983	464	13	values	value	NOUN
iassist-983	464	14	and	and	CCONJ
iassist-983	464	15	residuals	residual	NOUN
iassist-983	464	16	.	.	PUNCT
iassist-983	465	1	in	in	ADP
iassist-983	465	2	view	view	NOUN
iassist-983	465	3	of	of	ADP
iassist-983	465	4	the	the	DET
iassist-983	465	5	number	number	NOUN
iassist-983	465	6	and	and	CCONJ
iassist-983	465	7	diversity	diversity	NOUN
iassist-983	465	8	of	of	ADP
iassist-983	465	9	analytical	analytical	ADJ
iassist-983	465	10	commands	command	NOUN
iassist-983	465	11	,	,	PUNCT
iassist-983	465	12	sdtl	sdtl	NOUN
iassist-983	465	13	may	may	AUX
iassist-983	465	14	be	be	AUX
iassist-983	465	15	linked	link	VERB
iassist-983	465	16	to	to	ADP
iassist-983	465	17	an	an	DET
iassist-983	465	18	external	external	ADJ
iassist-983	465	19	ontology	ontology	NOUN
iassist-983	465	20	of	of	ADP
iassist-983	465	21	statistical	statistical	ADJ
iassist-983	465	22	tests	test	NOUN
iassist-983	465	23	,	,	PUNCT
iassist-983	465	24	such	such	ADJ
iassist-983	465	25	as	as	ADP
iassist-983	465	26	the	the	DET
iassist-983	465	27	stato	stato	NOUN
iassist-983	465	28	ontology	ontology	NOUN
iassist-983	465	29	(	(	PUNCT
iassist-983	465	30	isa	isa	NOUN
iassist-983	465	31	commons	common	NOUN
iassist-983	465	32	,	,	PUNCT
iassist-983	465	33	2020	2020	NUM
iassist-983	465	34	)	)	PUNCT
iassist-983	465	35	.	.	PUNCT
iassist-983	466	1	sdtl	sdtl	NOUN
iassist-983	466	2	was	be	AUX
iassist-983	466	3	designed	design	VERB
iassist-983	466	4	to	to	PART
iassist-983	466	5	document	document	VERB
iassist-983	466	6	data	datum	NOUN
iassist-983	466	7	transformations	transformation	NOUN
iassist-983	466	8	,	,	PUNCT
iassist-983	466	9	and	and	CCONJ
iassist-983	466	10	it	it	PRON
iassist-983	466	11	is	be	AUX
iassist-983	466	12	not	not	PART
iassist-983	466	13	intended	intend	VERB
iassist-983	466	14	to	to	PART
iassist-983	466	15	be	be	AUX
iassist-983	466	16	an	an	DET
iassist-983	466	17	executable	executable	ADJ
iassist-983	466	18	language	language	NOUN
iassist-983	466	19	.	.	PUNCT
iassist-983	467	1	sdtl	sdtl	NOUN
iassist-983	467	2	provides	provide	VERB
iassist-983	467	3	enough	enough	ADJ
iassist-983	467	4	information	information	NOUN
iassist-983	467	5	for	for	SCONJ
iassist-983	467	6	a	a	DET
iassist-983	467	7	human	human	NOUN
iassist-983	467	8	to	to	PART
iassist-983	467	9	understand	understand	VERB
iassist-983	467	10	changes	change	NOUN
iassist-983	467	11	to	to	ADP
iassist-983	467	12	a	a	DET
iassist-983	467	13	file	file	NOUN
iassist-983	467	14	or	or	CCONJ
iassist-983	467	15	a	a	DET
iassist-983	467	16	variable	variable	NOUN
iassist-983	467	17	,	,	PUNCT
iassist-983	467	18	but	but	CCONJ
iassist-983	467	19	this	this	PRON
iassist-983	467	20	may	may	AUX
iassist-983	467	21	not	not	PART
iassist-983	467	22	be	be	AUX
iassist-983	467	23	sufficient	sufficient	ADJ
iassist-983	467	24	for	for	SCONJ
iassist-983	467	25	a	a	DET
iassist-983	467	26	computer	computer	NOUN
iassist-983	467	27	to	to	PART
iassist-983	467	28	perform	perform	VERB
iassist-983	467	29	these	these	DET
iassist-983	467	30	operations	operation	NOUN
iassist-983	467	31	.	.	PUNCT
iassist-983	468	1	in	in	ADP
iassist-983	468	2	addition	addition	NOUN
iassist-983	468	3	,	,	PUNCT
iassist-983	468	4	a	a	DET
iassist-983	468	5	command	command	NOUN
iassist-983	468	6	script	script	NOUN
iassist-983	468	7	may	may	AUX
iassist-983	468	8	be	be	AUX
iassist-983	468	9	translated	translate	VERB
iassist-983	468	10	into	into	ADP
iassist-983	468	11	sdtl	sdtl	NOUN
iassist-983	468	12	in	in	ADP
iassist-983	468	13	more	more	ADJ
iassist-983	468	14	than	than	ADP
iassist-983	468	15	one	one	NUM
iassist-983	468	16	way	way	NOUN
iassist-983	468	17	.	.	PUNCT
iassist-983	469	1	sdtl	sdtl	NOUN
iassist-983	469	2	,	,	PUNCT
iassist-983	469	3	like	like	ADP
iassist-983	469	4	other	other	ADJ
iassist-983	469	5	complex	complex	ADJ
iassist-983	469	6	languages	language	NOUN
iassist-983	469	7	,	,	PUNCT
iassist-983	469	8	often	often	ADV
iassist-983	469	9	provides	provide	VERB
iassist-983	469	10	several	several	ADJ
iassist-983	469	11	methods	method	NOUN
iassist-983	469	12	for	for	ADP
iassist-983	469	13	accomplishing	accomplish	VERB
iassist-983	469	14	a	a	DET
iassist-983	469	15	specific	specific	ADJ
iassist-983	469	16	result	result	NOUN
iassist-983	469	17	.	.	PUNCT
iassist-983	470	1	for	for	ADP
iassist-983	470	2	example	example	NOUN
iassist-983	470	3	,	,	PUNCT
iassist-983	470	4	the	the	DET
iassist-983	470	5	functions	function	NOUN
iassist-983	470	6	performed	perform	VERB
iassist-983	470	7	by	by	ADP
iassist-983	470	8	the	the	DET
iassist-983	470	9	sdtl	sdtl	NOUN
iassist-983	470	10	recode	recode	NOUN
iassist-983	470	11	command	command	NOUN
iassist-983	470	12	can	can	AUX
iassist-983	470	13	also	also	ADV
iassist-983	470	14	be	be	AUX
iassist-983	470	15	achieved	achieve	VERB
iassist-983	470	16	by	by	ADP
iassist-983	470	17	ifrows	ifrow	NOUN
iassist-983	470	18	and	and	CCONJ
iassist-983	470	19	compute	compute	VERB
iassist-983	470	20	statements	statement	NOUN
iassist-983	470	21	or	or	CCONJ
iassist-983	470	22	by	by	ADP
iassist-983	470	23	the	the	DET
iassist-983	470	24	cut	cut	NOUN
iassist-983	470	25	(	(	PUNCT
iassist-983	470	26	)	)	PUNCT
iassist-983	470	27	function	function	NOUN
iassist-983	470	28	found	find	VERB
iassist-983	470	29	in	in	ADP
iassist-983	470	30	some	some	DET
iassist-983	470	31	languages	language	NOUN
iassist-983	470	32	.	.	PUNCT
iassist-983	471	1	discussion	discussion	NOUN
iassist-983	471	2	sdtl	sdtl	NOUN
iassist-983	471	3	provides	provide	VERB
iassist-983	471	4	a	a	DET
iassist-983	471	5	new	new	ADJ
iassist-983	471	6	level	level	NOUN
iassist-983	471	7	of	of	ADP
iassist-983	471	8	transparency	transparency	NOUN
iassist-983	471	9	for	for	ADP
iassist-983	471	10	data	datum	NOUN
iassist-983	471	11	processed	process	VERB
iassist-983	471	12	and	and	CCONJ
iassist-983	471	13	managed	manage	VERB
iassist-983	471	14	by	by	ADP
iassist-983	471	15	statistical	statistical	ADJ
iassist-983	471	16	analysis	analysis	NOUN
iassist-983	471	17	packages	package	NOUN
iassist-983	471	18	.	.	PUNCT
iassist-983	472	1	sdtl	sdtl	NOUN
iassist-983	472	2	was	be	AUX
iassist-983	472	3	created	create	VERB
iassist-983	472	4	to	to	PART
iassist-983	472	5	simplify	simplify	VERB
iassist-983	472	6	the	the	DET
iassist-983	472	7	automated	automate	VERB
iassist-983	472	8	creation	creation	NOUN
iassist-983	472	9	of	of	ADP
iassist-983	472	10	provenance	provenance	NOUN
iassist-983	472	11	metadata	metadata	NOUN
iassist-983	472	12	at	at	ADP
iassist-983	472	13	the	the	DET
iassist-983	472	14	variable	variable	ADJ
iassist-983	472	15	level	level	NOUN
iassist-983	472	16	.	.	PUNCT
iassist-983	473	1	the	the	DET
iassist-983	473	2	c2metadata	c2metadata	ADJ
iassist-983	473	3	project	project	NOUN
iassist-983	473	4	is	be	AUX
iassist-983	473	5	providing	provide	VERB
iassist-983	473	6	open	open	ADJ
iassist-983	473	7	-	-	PUNCT
iassist-983	473	8	source	source	NOUN
iassist-983	473	9	code	code	NOUN
iassist-983	473	10	for	for	ADP
iassist-983	473	11	translating	translate	VERB
iassist-983	473	12	spss	spss	PROPN
iassist-983	473	13	,	,	PUNCT
iassist-983	473	14	sas	sas	PROPN
iassist-983	473	15	,	,	PUNCT
iassist-983	473	16	stata	stata	NOUN
iassist-983	473	17	,	,	PUNCT
iassist-983	473	18	r	r	NOUN
iassist-983	473	19	,	,	PUNCT
iassist-983	473	20	and	and	CCONJ
iassist-983	473	21	python	python	NOUN
iassist-983	473	22	into	into	ADP
iassist-983	473	23	sdtl	sdtl	NOUN
iassist-983	473	24	,	,	PUNCT
iassist-983	473	25	as	as	ADV
iassist-983	473	26	well	well	ADV
iassist-983	473	27	as	as	ADP
iassist-983	473	28	code	code	NOUN
iassist-983	473	29	for	for	ADP
iassist-983	473	30	translating	translate	VERB
iassist-983	473	31	sdtl	sdtl	NOUN
iassist-983	473	32	into	into	ADP
iassist-983	473	33	natural	natural	ADJ
iassist-983	473	34	language	language	NOUN
iassist-983	473	35	(	(	PUNCT
iassist-983	473	36	c2metadata	c2metadata	NOUN
iassist-983	473	37	project	project	NOUN
iassist-983	473	38	,	,	PUNCT
iassist-983	473	39	2020a	2020a	NUM
iassist-983	473	40	)	)	PUNCT
iassist-983	473	41	.	.	PUNCT
iassist-983	474	1	software	software	NOUN
iassist-983	474	2	applications	application	NOUN
iassist-983	474	3	that	that	PRON
iassist-983	474	4	create	create	VERB
iassist-983	474	5	data	datum	NOUN
iassist-983	474	6	catalogs	catalog	NOUN
iassist-983	474	7	,	,	PUNCT
iassist-983	474	8	codebooks	codebook	NOUN
iassist-983	474	9	,	,	PUNCT
iassist-983	474	10	and	and	CCONJ
iassist-983	474	11	tools	tool	NOUN
iassist-983	474	12	to	to	PART
iassist-983	474	13	reconstruct	reconstruct	VERB
iassist-983	474	14	data	datum	NOUN
iassist-983	474	15	provenance	provenance	NOUN
iassist-983	474	16	can	can	AUX
iassist-983	474	17	read	read	VERB
iassist-983	474	18	sdtl	sdtl	NOUN
iassist-983	474	19	rather	rather	ADV
iassist-983	474	20	than	than	ADP
iassist-983	474	21	interpreting	interpret	VERB
iassist-983	474	22	each	each	PRON
iassist-983	474	23	of	of	ADP
iassist-983	474	24	the	the	DET
iassist-983	474	25	different	different	ADJ
iassist-983	474	26	statistical	statistical	ADJ
iassist-983	474	27	languages	language	NOUN
iassist-983	474	28	.	.	PUNCT
iassist-983	475	1	for	for	ADP
iassist-983	475	2	data	data	NOUN
iassist-983	475	3	producers	producer	NOUN
iassist-983	475	4	,	,	PUNCT
iassist-983	475	5	these	these	DET
iassist-983	475	6	tools	tool	NOUN
iassist-983	475	7	simplify	simplify	VERB
iassist-983	475	8	the	the	DET
iassist-983	475	9	process	process	NOUN
iassist-983	475	10	of	of	ADP
iassist-983	475	11	describing	describe	VERB
iassist-983	475	12	the	the	DET
iassist-983	475	13	steps	step	NOUN
iassist-983	475	14	in	in	ADP
iassist-983	475	15	preparing	prepare	VERB
iassist-983	475	16	raw	raw	ADJ
iassist-983	475	17	data	datum	NOUN
iassist-983	475	18	for	for	ADP
iassist-983	475	19	publication	publication	NOUN
iassist-983	475	20	.	.	PUNCT
iassist-983	476	1	data	datum	NOUN
iassist-983	476	2	repositories	repository	NOUN
iassist-983	476	3	will	will	AUX
iassist-983	476	4	receive	receive	VERB
iassist-983	476	5	more	more	ADV
iassist-983	476	6	detailed	detailed	ADJ
iassist-983	476	7	machine	machine	NOUN
iassist-983	476	8	-	-	PUNCT
iassist-983	476	9	actionable	actionable	ADJ
iassist-983	476	10	metadata	metadata	NOUN
iassist-983	476	11	to	to	PART
iassist-983	476	12	improve	improve	VERB
iassist-983	476	13	the	the	DET
iassist-983	476	14	documentation	documentation	NOUN
iassist-983	476	15	their	their	PRON
iassist-983	476	16	collections	collection	NOUN
iassist-983	476	17	.	.	PUNCT
iassist-983	477	1	researchers	researcher	NOUN
iassist-983	477	2	will	will	AUX
iassist-983	477	3	be	be	AUX
iassist-983	477	4	able	able	ADJ
iassist-983	477	5	to	to	PART
iassist-983	477	6	understand	understand	VERB
iassist-983	477	7	how	how	SCONJ
iassist-983	477	8	variables	variable	NOUN
iassist-983	477	9	were	be	AUX
iassist-983	477	10	created	create	VERB
iassist-983	477	11	regardless	regardless	ADV
iassist-983	477	12	of	of	ADP
iassist-983	477	13	the	the	DET
iassist-983	477	14	software	software	NOUN
iassist-983	477	15	used	use	VERB
iassist-983	477	16	in	in	ADP
iassist-983	477	17	their	their	PRON
iassist-983	477	18	production	production	NOUN
iassist-983	477	19	.	.	PUNCT
iassist-983	478	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	478	2	25/26	25/26	NUM
iassist-983	478	3	alter	alter	NOUN
iassist-983	478	4	,	,	PUNCT
iassist-983	478	5	et	et	PROPN
iassist-983	478	6	al	al	PROPN
iassist-983	478	7	.	.	PROPN
iassist-983	478	8	(	(	PUNCT
iassist-983	478	9	2020	2020	NUM
iassist-983	478	10	)	)	PUNCT
iassist-983	478	11	provenance	provenance	NOUN
iassist-983	478	12	metadata	metadata	NOUN
iassist-983	478	13	for	for	ADP
iassist-983	478	14	statistical	statistical	ADJ
iassist-983	478	15	data	datum	NOUN
iassist-983	478	16	:	:	PUNCT
iassist-983	478	17	an	an	DET
iassist-983	478	18	introduction	introduction	NOUN
iassist-983	478	19	to	to	ADP
iassist-983	478	20	structured	structured	ADJ
iassist-983	478	21	data	datum	NOUN
iassist-983	478	22	transformation	transformation	NOUN
iassist-983	478	23	language	language	NOUN
iassist-983	478	24	(	(	PUNCT
iassist-983	478	25	sdtl	sdtl	NOUN
iassist-983	478	26	)	)	PUNCT
iassist-983	478	27	,	,	PUNCT
iassist-983	478	28	iassist	iassist	VERB
iassist-983	478	29	quarterly	quarterly	ADJ
iassist-983	478	30	44(4	44(4	NOUN
iassist-983	478	31	)	)	PUNCT
iassist-983	478	32	,	,	PUNCT
iassist-983	478	33	pp	pp	ADP
iassist-983	478	34	.	.	PUNCT
iassist-983	479	1	1	1	NUM
iassist-983	479	2	-	-	SYM
iassist-983	479	3	26	26	NUM
iassist-983	479	4	.	.	PUNCT
iassist-983	480	1	doi	doi	NOUN
iassist-983	480	2	:	:	PUNCT
iassist-983	480	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	480	4	references	reference	NOUN
iassist-983	480	5	alter	alter	VERB
iassist-983	480	6	,	,	PUNCT
iassist-983	480	7	g.	g.	PROPN
iassist-983	480	8	,	,	PUNCT
iassist-983	480	9	donakowski	donakowski	ADJ
iassist-983	480	10	,	,	PUNCT
iassist-983	480	11	d.	d.	PROPN
iassist-983	480	12	,	,	PUNCT
iassist-983	480	13	gager	gager	NOUN
iassist-983	480	14	,	,	PUNCT
iassist-983	480	15	j.	j.	PROPN
iassist-983	480	16	,	,	PUNCT
iassist-983	480	17	heus	heus	INTJ
iassist-983	480	18	,	,	PUNCT
iassist-983	480	19	p.	p.	NOUN
iassist-983	480	20	,	,	PUNCT
iassist-983	480	21	hunter	hunter	NOUN
iassist-983	480	22	,	,	PUNCT
iassist-983	480	23	c.	c.	PROPN
iassist-983	480	24	,	,	PUNCT
iassist-983	480	25	ionescu	ionescu	PROPN
iassist-983	480	26	,	,	PUNCT
iassist-983	480	27	s.	s.	PROPN
iassist-983	480	28	,	,	PUNCT
iassist-983	480	29	.	.	PUNCT
iassist-983	480	30	.	.	PUNCT
iassist-983	480	31	.	.	PUNCT
iassist-983	481	1	voldsater	voldsater	NOUN
iassist-983	481	2	,	,	PUNCT
iassist-983	481	3	o.	o.	PROPN
iassist-983	481	4	(	(	PUNCT
iassist-983	481	5	2020	2020	NUM
iassist-983	481	6	)	)	PUNCT
iassist-983	481	7	.	.	PUNCT
iassist-983	482	1	automating	automate	VERB
iassist-983	482	2	the	the	DET
iassist-983	482	3	capture	capture	NOUN
iassist-983	482	4	of	of	ADP
iassist-983	482	5	data	datum	NOUN
iassist-983	482	6	transformation	transformation	NOUN
iassist-983	482	7	metadata	metadata	NOUN
iassist-983	482	8	from	from	ADP
iassist-983	482	9	statistical	statistical	ADJ
iassist-983	482	10	analysis	analysis	NOUN
iassist-983	482	11	software	software	NOUN
iassist-983	482	12	.	.	PUNCT
iassist-983	483	1	icpsr	icpsr	NOUN
iassist-983	483	2	.	.	PUNCT
iassist-983	484	1	university	university	PROPN
iassist-983	484	2	of	of	ADP
iassist-983	484	3	michigan	michigan	PROPN
iassist-983	484	4	.	.	PUNCT
iassist-983	485	1	ann	ann	PROPN
iassist-983	485	2	arbor	arbor	PROPN
iassist-983	485	3	mi	mi	PROPN
iassist-983	485	4	.	.	PROPN
iassist-983	485	5	retrieved	retrieve	VERB
iassist-983	485	6	from	from	ADP
iassist-983	485	7	http://hdl.handle.net/2027.42/156014	http://hdl.handle.net/2027.42/156014	NOUN
iassist-983	485	8	c2metadata	c2metadata	PROPN
iassist-983	485	9	project	project	NOUN
iassist-983	485	10	.	.	PUNCT
iassist-983	486	1	(	(	PUNCT
iassist-983	486	2	2020a	2020a	NUM
iassist-983	486	3	)	)	PUNCT
iassist-983	486	4	.	.	PUNCT
iassist-983	487	1	gitlab	gitlab	PROPN
iassist-983	487	2	repository	repository	NOUN
iassist-983	487	3	:	:	PUNCT
iassist-983	487	4	c2metadata	c2metadata	NOUN
iassist-983	487	5	.	.	PUNCT
iassist-983	488	1	retrieved	retrieve	VERB
iassist-983	488	2	from	from	ADP
iassist-983	488	3	https://gitlab.com/c2metadata	https://gitlab.com/c2metadata	PROPN
iassist-983	488	4	c2metadata	c2metadata	NOUN
iassist-983	488	5	project	project	NOUN
iassist-983	488	6	.	.	PUNCT
iassist-983	489	1	(	(	PUNCT
iassist-983	489	2	2020b	2020b	NUM
iassist-983	489	3	)	)	PUNCT
iassist-983	489	4	.	.	PUNCT
iassist-983	490	1	structured	structured	ADJ
iassist-983	490	2	data	datum	NOUN
iassist-983	490	3	transformation	transformation	NOUN
iassist-983	490	4	language	language	NOUN
iassist-983	490	5	.	.	PUNCT
iassist-983	491	1	retrieved	retrieve	VERB
iassist-983	491	2	from	from	ADP
iassist-983	491	3	http://c2metadata.gitlab.io/sdtl-docs/	http://c2metadata.gitlab.io/sdtl-docs/	PROPN
iassist-983	491	4	cuevas	cuevas	PROPN
iassist-983	491	5	-	-	PUNCT
iassist-983	491	6	vicenttín	vicenttín	NOUN
iassist-983	491	7	,	,	PUNCT
iassist-983	491	8	víctor	víctor	NOUN
iassist-983	491	9	,	,	PUNCT
iassist-983	491	10	b	b	X
iassist-983	491	11	ludäscher	ludäscher	ADJ
iassist-983	491	12	,	,	PUNCT
iassist-983	491	13	p	p	NOUN
iassist-983	491	14	missier	missier	NOUN
iassist-983	491	15	,	,	PUNCT
iassist-983	491	16	k	k	PROPN
iassist-983	491	17	belhajjame	belhajjame	PROPN
iassist-983	491	18	,	,	PUNCT
iassist-983	491	19	f	f	PROPN
iassist-983	491	20	chirigati	chirigati	PROPN
iassist-983	491	21	,	,	PUNCT
iassist-983	491	22	y	y	PROPN
iassist-983	491	23	wei	wei	PROPN
iassist-983	491	24	,	,	PUNCT
iassist-983	491	25	and	and	CCONJ
iassist-983	491	26	b	b	NOUN
iassist-983	491	27	leinfelder	leinfelder	NOUN
iassist-983	491	28	.	.	PUNCT
iassist-983	492	1	2016	2016	NUM
iassist-983	492	2	.	.	PUNCT
iassist-983	493	1	"	"	PUNCT
iassist-983	493	2	provone	provone	NOUN
iassist-983	493	3	:	:	PUNCT
iassist-983	493	4	a	a	DET
iassist-983	493	5	prov	prov	ADJ
iassist-983	493	6	extension	extension	NOUN
iassist-983	493	7	data	datum	NOUN
iassist-983	493	8	model	model	NOUN
iassist-983	493	9	for	for	ADP
iassist-983	493	10	scientific	scientific	ADJ
iassist-983	493	11	workflow	workflow	NOUN
iassist-983	493	12	provenance	provenance	NOUN
iassist-983	493	13	.	.	PUNCT
iassist-983	493	14	"	"	PUNCT
iassist-983	493	15	retrieved	retrieve	VERB
iassist-983	493	16	from	from	ADP
iassist-983	493	17	http://jenkins-1.dataone.org/jenkins/view/documentation%20projects/job/provonedocumentation-trunk/ws/provenance/provone/v1/provone.html	http://jenkins-1.dataone.org/jenkins/view/documentation%20projects/job/provonedocumentation-trunk/ws/provenance/provone/v1/provone.html	PROPN
iassist-983	493	18	ddi	ddi	PROPN
iassist-983	493	19	alliance	alliance	PROPN
iassist-983	493	20	.	.	PUNCT
iassist-983	494	1	(	(	PUNCT
iassist-983	494	2	2020	2020	NUM
iassist-983	494	3	)	)	PUNCT
iassist-983	494	4	.	.	PUNCT
iassist-983	495	1	structured	structure	VERB
iassist-983	495	2	data	datum	NOUN
iassist-983	495	3	transformation	transformation	NOUN
iassist-983	495	4	language	language	NOUN
iassist-983	495	5	.	.	PUNCT
iassist-983	496	1	retrieved	retrieve	VERB
iassist-983	496	2	from	from	ADP
iassist-983	496	3	https://ddialliance.org/products/sdtl/1.0	https://ddialliance.org/products/sdtl/1.0	PROPN
iassist-983	496	4	e.h	e.h	PROPN
iassist-983	496	5	.	.	PROPN
iassist-983	496	6	fegraus	fegraus	PROPN
iassist-983	496	7	,	,	PUNCT
iassist-983	496	8	s.	s.	PROPN
iassist-983	496	9	a.	a.	PROPN
iassist-983	496	10	,	,	PUNCT
iassist-983	496	11	m.b	m.b	PROPN
iassist-983	496	12	.	.	PROPN
iassist-983	496	13	jones	jones	PROPN
iassist-983	496	14	,	,	PUNCT
iassist-983	496	15	m.	m.	NOUN
iassist-983	496	16	schildhauer	schildhauer	NOUN
iassist-983	496	17	.	.	PUNCT
iassist-983	497	1	(	(	PUNCT
iassist-983	497	2	2005	2005	NUM
iassist-983	497	3	)	)	PUNCT
iassist-983	497	4	.	.	PUNCT
iassist-983	498	1	maximizing	maximize	VERB
iassist-983	498	2	the	the	DET
iassist-983	498	3	value	value	NOUN
iassist-983	498	4	of	of	ADP
iassist-983	498	5	ecological	ecological	ADJ
iassist-983	498	6	data	datum	NOUN
iassist-983	498	7	with	with	ADP
iassist-983	498	8	structured	structured	ADJ
iassist-983	498	9	metadata	metadata	NOUN
iassist-983	498	10	:	:	PUNCT
iassist-983	498	11	an	an	DET
iassist-983	498	12	introduction	introduction	NOUN
iassist-983	498	13	to	to	ADP
iassist-983	498	14	ecological	ecological	ADJ
iassist-983	498	15	metadata	metadata	NOUN
iassist-983	498	16	language	language	NOUN
iassist-983	498	17	(	(	PUNCT
iassist-983	498	18	eml	eml	NOUN
iassist-983	498	19	)	)	PUNCT
iassist-983	498	20	and	and	CCONJ
iassist-983	498	21	principles	principle	NOUN
iassist-983	498	22	for	for	ADP
iassist-983	498	23	metadata	metadata	ADJ
iassist-983	498	24	creation	creation	NOUN
iassist-983	498	25	.	.	PUNCT
iassist-983	499	1	bulletin	bulletin	NOUN
iassist-983	499	2	of	of	ADP
iassist-983	499	3	the	the	DET
iassist-983	499	4	ecological	ecological	ADJ
iassist-983	499	5	society	society	NOUN
iassist-983	499	6	of	of	ADP
iassist-983	499	7	america	america	PROPN
iassist-983	499	8	,	,	PUNCT
iassist-983	499	9	86	86	NUM
iassist-983	499	10	,	,	PUNCT
iassist-983	499	11	158–168	158–168	NUM
iassist-983	499	12	.	.	PUNCT
iassist-983	500	1	ibm	ibm	PROPN
iassist-983	500	2	corp	corp	PROPN
iassist-983	500	3	.	.	PROPN
iassist-983	500	4	(	(	PUNCT
iassist-983	500	5	2019	2019	NUM
iassist-983	500	6	)	)	PUNCT
iassist-983	500	7	.	.	PUNCT
iassist-983	501	1	ibm	ibm	PROPN
iassist-983	501	2	spss	spss	PROPN
iassist-983	501	3	statistics	statistic	NOUN
iassist-983	501	4	for	for	ADP
iassist-983	501	5	windows	window	NOUN
iassist-983	501	6	,	,	PUNCT
iassist-983	501	7	version	version	NOUN
iassist-983	501	8	26.0	26.0	NUM
iassist-983	501	9	.	.	PUNCT
iassist-983	502	1	armonk	armonk	PROPN
iassist-983	502	2	,	,	PUNCT
iassist-983	502	3	ny	ny	PROPN
iassist-983	502	4	:	:	PUNCT
iassist-983	502	5	ibm	ibm	PROPN
iassist-983	502	6	corporation	corporation	NOUN
iassist-983	502	7	.	.	PUNCT
iassist-983	503	1	isa	isa	PROPN
iassist-983	503	2	commons	common	NOUN
iassist-983	503	3	.	.	PUNCT
iassist-983	504	1	(	(	PUNCT
iassist-983	504	2	2020	2020	NUM
iassist-983	504	3	)	)	PUNCT
iassist-983	504	4	.	.	PUNCT
iassist-983	505	1	stato	stato	PROPN
iassist-983	505	2	:	:	PUNCT
iassist-983	505	3	an	an	DET
iassist-983	505	4	ontology	ontology	NOUN
iassist-983	505	5	of	of	ADP
iassist-983	505	6	statistical	statistical	ADJ
iassist-983	505	7	methods	method	NOUN
iassist-983	505	8	.	.	PUNCT
iassist-983	506	1	retrieved	retrieve	VERB
iassist-983	506	2	from	from	ADP
iassist-983	506	3	http://statoontology.org/	http://statoontology.org/	PROPN
iassist-983	506	4	python	python	PROPN
iassist-983	506	5	software	software	NOUN
iassist-983	506	6	foundation	foundation	PROPN
iassist-983	506	7	.	.	PUNCT
iassist-983	507	1	(	(	PUNCT
iassist-983	507	2	2019	2019	NUM
iassist-983	507	3	)	)	PUNCT
iassist-983	507	4	.	.	PUNCT
iassist-983	508	1	python	python	NOUN
iassist-983	508	2	language	language	NOUN
iassist-983	508	3	reference	reference	NOUN
iassist-983	508	4	,	,	PUNCT
iassist-983	508	5	version	version	NOUN
iassist-983	508	6	3.8	3.8	NUM
iassist-983	508	7	.	.	PUNCT
iassist-983	509	1	beaverton	beaverton	PROPN
iassist-983	509	2	,	,	PUNCT
iassist-983	509	3	or	or	CCONJ
iassist-983	509	4	.	.	PUNCT
iassist-983	509	5	retrieved	retrieve	VERB
iassist-983	509	6	from	from	ADP
iassist-983	509	7	https://www.python.org/	https://www.python.org/	ADJ
iassist-983	509	8	r	r	NOUN
iassist-983	509	9	core	core	NOUN
iassist-983	509	10	team	team	NOUN
iassist-983	509	11	.	.	PUNCT
iassist-983	510	1	(	(	PUNCT
iassist-983	510	2	2013	2013	NUM
iassist-983	510	3	)	)	PUNCT
iassist-983	510	4	.	.	PUNCT
iassist-983	511	1	r	r	X
iassist-983	511	2	:	:	PUNCT
iassist-983	511	3	a	a	DET
iassist-983	511	4	language	language	NOUN
iassist-983	511	5	and	and	CCONJ
iassist-983	511	6	environment	environment	NOUN
iassist-983	511	7	for	for	ADP
iassist-983	511	8	statistical	statistical	ADJ
iassist-983	511	9	computing	computing	NOUN
iassist-983	511	10	.	.	PUNCT
iassist-983	512	1	vienna	vienna	PROPN
iassist-983	512	2	,	,	PUNCT
iassist-983	512	3	austria	austria	PROPN
iassist-983	512	4	:	:	PUNCT
iassist-983	512	5	r	r	NOUN
iassist-983	512	6	foundation	foundation	NOUN
iassist-983	512	7	for	for	ADP
iassist-983	512	8	statistical	statistical	ADJ
iassist-983	512	9	computing	computing	NOUN
iassist-983	512	10	.	.	PUNCT
iassist-983	513	1	retrieved	retrieve	VERB
iassist-983	513	2	from	from	ADP
iassist-983	513	3	http://www.r-project.org/	http://www.r-project.org/	PROPN
iassist-983	513	4	sas	sas	PROPN
iassist-983	513	5	institute	institute	PROPN
iassist-983	513	6	.	.	PUNCT
iassist-983	514	1	(	(	PUNCT
iassist-983	514	2	2015	2015	NUM
iassist-983	514	3	)	)	PUNCT
iassist-983	514	4	.	.	PUNCT
iassist-983	515	1	sas	sas	PROPN
iassist-983	515	2	®	®	PROPN
iassist-983	515	3	9.4	9.4	NUM
iassist-983	515	4	product	product	NOUN
iassist-983	515	5	documentation	documentation	NOUN
iassist-983	515	6	.	.	PUNCT
iassist-983	516	1	cary	cary	PROPN
iassist-983	516	2	,	,	PUNCT
iassist-983	516	3	nc	nc	PROPN
iassist-983	516	4	:	:	PROPN
iassist-983	516	5	sas	sas	PROPN
iassist-983	516	6	institute	institute	PROPN
iassist-983	516	7	inc	inc	PROPN
iassist-983	516	8	.	.	PROPN
iassist-983	516	9	retrieved	retrieve	VERB
iassist-983	516	10	from	from	ADP
iassist-983	516	11	http://support.sas.com/documentation/94/index.html	http://support.sas.com/documentation/94/index.html	PROPN
iassist-983	516	12	statacorp	statacorp	PROPN
iassist-983	516	13	.	.	PROPN
iassist-983	516	14	(	(	PUNCT
iassist-983	516	15	2020	2020	NUM
iassist-983	516	16	)	)	PUNCT
iassist-983	516	17	.	.	PUNCT
iassist-983	517	1	stata	stata	VERB
iassist-983	517	2	statistical	statistical	ADJ
iassist-983	517	3	software	software	NOUN
iassist-983	517	4	:	:	PUNCT
iassist-983	517	5	release	release	VERB
iassist-983	517	6	16.1	16.1	NUM
iassist-983	517	7	.	.	PUNCT
iassist-983	518	1	college	college	NOUN
iassist-983	518	2	station	station	NOUN
iassist-983	518	3	,	,	PUNCT
iassist-983	518	4	tx	tx	PROPN
iassist-983	518	5	:	:	PUNCT
iassist-983	518	6	statacorp	statacorp	PROPN
iassist-983	518	7	lp	lp	PROPN
iassist-983	518	8	.	.	PUNCT
iassist-983	519	1	vardigan	vardigan	PROPN
iassist-983	519	2	,	,	PUNCT
iassist-983	519	3	m.	m.	NOUN
iassist-983	519	4	(	(	PUNCT
iassist-983	519	5	2008	2008	NUM
iassist-983	519	6	)	)	PUNCT
iassist-983	519	7	.	.	PUNCT
iassist-983	520	1	beyond	beyond	ADP
iassist-983	520	2	the	the	DET
iassist-983	520	3	codebook	codebook	NOUN
iassist-983	520	4	:	:	PUNCT
iassist-983	520	5	documenting	document	VERB
iassist-983	520	6	survey	survey	NOUN
iassist-983	520	7	research	research	NOUN
iassist-983	520	8	on	on	ADP
iassist-983	520	9	the	the	DET
iassist-983	520	10	web	web	NOUN
iassist-983	520	11	.	.	PROPN
iassist-983	520	12	paper	paper	NOUN
iassist-983	520	13	presented	present	VERB
iassist-983	520	14	at	at	ADP
iassist-983	520	15	the	the	DET
iassist-983	520	16	international	international	ADJ
iassist-983	520	17	conference	conference	NOUN
iassist-983	520	18	on	on	ADP
iassist-983	520	19	survey	survey	NOUN
iassist-983	520	20	methods	method	NOUN
iassist-983	520	21	in	in	ADP
iassist-983	520	22	multinational	multinational	ADJ
iassist-983	520	23	,	,	PUNCT
iassist-983	520	24	multiregional	multiregional	ADJ
iassist-983	520	25	,	,	PUNCT
iassist-983	520	26	and	and	CCONJ
iassist-983	520	27	multicultural	multicultural	ADJ
iassist-983	520	28	contexts	contexts	NOUN
iassist-983	520	29	(	(	PUNCT
iassist-983	520	30	3mc	3mc	NOUN
iassist-983	520	31	)	)	PUNCT
iassist-983	520	32	,	,	PUNCT
iassist-983	520	33	berlin	berlin	PROPN
iassist-983	520	34	,	,	PUNCT
iassist-983	520	35	germany	germany	PROPN
iassist-983	520	36	.	.	PUNCT
iassist-983	521	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN
iassist-983	521	2	http://hdl.handle.net/2027.42/156014	http://hdl.handle.net/2027.42/156014	PROPN
iassist-983	521	3	https://gitlab.com/c2metadata	https://gitlab.com/c2metadata	PROPN
iassist-983	521	4	http://c2metadata.gitlab.io/sdtl-docs/	http://c2metadata.gitlab.io/sdtl-docs/	PROPN
iassist-983	521	5	http://jenkins-1.dataone.org/jenkins/view/documentation%20projects/job/provone-documentation-trunk/ws/provenance/provone/v1/provone.html	http://jenkins-1.dataone.org/jenkins/view/documentation%20projects/job/provone-documentation-trunk/ws/provenance/provone/v1/provone.html	PROPN
iassist-983	521	6	http://jenkins-1.dataone.org/jenkins/view/documentation%20projects/job/provone-documentation-trunk/ws/provenance/provone/v1/provone.html	http://jenkins-1.dataone.org/jenkins/view/documentation%20projects/job/provone-documentation-trunk/ws/provenance/provone/v1/provone.html	VERB
iassist-983	521	7	https://ddialliance.org/products/sdtl/1.0	https://ddialliance.org/products/sdtl/1.0	PROPN
iassist-983	521	8	http://stato-ontology.org/	http://stato-ontology.org/	PROPN
iassist-983	521	9	http://stato-ontology.org/	http://stato-ontology.org/	NOUN
iassist-983	521	10	https://www.python.org/	https://www.python.org/	ADV
iassist-983	522	1	http://www.r-project.org/	http://www.r-project.org/	PROPN
iassist-983	522	2	http://support.sas.com/documentation/94/index.html	http://support.sas.com/documentation/94/index.html	PROPN
iassist-983	522	3	26/26	26/26	NUM
iassist-983	522	4	alter	alter	NOUN
iassist-983	522	5	,	,	PUNCT
iassist-983	522	6	et	et	PROPN
iassist-983	522	7	al	al	PROPN
iassist-983	522	8	.	.	PROPN
iassist-983	523	1	(	(	PUNCT
iassist-983	523	2	2020	2020	NUM
iassist-983	523	3	)	)	PUNCT
iassist-983	523	4	provenance	provenance	NOUN
iassist-983	523	5	metadata	metadata	NOUN
iassist-983	523	6	for	for	ADP
iassist-983	523	7	statistical	statistical	ADJ
iassist-983	523	8	data	datum	NOUN
iassist-983	523	9	:	:	PUNCT
iassist-983	523	10	an	an	DET
iassist-983	523	11	introduction	introduction	NOUN
iassist-983	523	12	to	to	ADP
iassist-983	523	13	structured	structured	ADJ
iassist-983	523	14	data	datum	NOUN
iassist-983	523	15	transformation	transformation	NOUN
iassist-983	523	16	language	language	NOUN
iassist-983	523	17	(	(	PUNCT
iassist-983	523	18	sdtl	sdtl	NOUN
iassist-983	523	19	)	)	PUNCT
iassist-983	523	20	,	,	PUNCT
iassist-983	523	21	iassist	iassist	VERB
iassist-983	523	22	quarterly	quarterly	ADJ
iassist-983	523	23	44(4	44(4	NOUN
iassist-983	523	24	)	)	PUNCT
iassist-983	523	25	,	,	PUNCT
iassist-983	523	26	pp	pp	ADP
iassist-983	523	27	.	.	PUNCT
iassist-983	524	1	1	1	NUM
iassist-983	524	2	-	-	SYM
iassist-983	524	3	26	26	NUM
iassist-983	524	4	.	.	PUNCT
iassist-983	525	1	doi	doi	NOUN
iassist-983	525	2	:	:	PUNCT
iassist-983	525	3	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	NOUN
iassist-983	525	4	endnotes	endnote	VERB
iassist-983	525	5	1	1	NUM
iassist-983	525	6	university	university	NOUN
iassist-983	525	7	of	of	ADP
iassist-983	525	8	michigan	michigan	PROPN
iassist-983	525	9	2	2	NUM
iassist-983	525	10	metadata	metadata	NOUN
iassist-983	525	11	technologies	technology	NOUN
iassist-983	525	12	north	north	PROPN
iassist-983	525	13	america	america	PROPN
iassist-983	525	14	3	3	NUM
iassist-983	525	15	algenta	algenta	PROPN
iassist-983	525	16	technologies	technology	NOUN
iassist-983	525	17	4	4	NUM
iassist-983	525	18	norwegian	norwegian	ADJ
iassist-983	525	19	centre	centre	NOUN
iassist-983	525	20	for	for	ADP
iassist-983	525	21	research	research	NOUN
iassist-983	525	22	data	datum	NOUN
iassist-983	525	23	5	5	NUM
iassist-983	525	24	norc	norc	NOUN
iassist-983	525	25	6	6	NUM
iassist-983	525	26	we	we	PRON
iassist-983	525	27	show	show	VERB
iassist-983	525	28	sdtl	sdtl	NOUN
iassist-983	525	29	types	type	NOUN
iassist-983	525	30	in	in	ADP
iassist-983	525	31	italic	italic	ADJ
iassist-983	525	32	font	font	NOUN
iassist-983	525	33	beginning	begin	VERB
iassist-983	525	34	with	with	ADP
iassist-983	525	35	uppercase	uppercase	ADJ
iassist-983	525	36	,	,	PUNCT
iassist-983	525	37	like	like	ADP
iassist-983	525	38	compute	compute	NOUN
iassist-983	525	39	.	.	PUNCT
iassist-983	526	1	properties	property	NOUN
iassist-983	526	2	within	within	ADP
iassist-983	526	3	types	type	NOUN
iassist-983	526	4	are	be	AUX
iassist-983	526	5	in	in	ADP
iassist-983	526	6	italic	italic	ADJ
iassist-983	526	7	font	font	NOUN
iassist-983	526	8	beginning	begin	VERB
iassist-983	526	9	with	with	ADP
iassist-983	526	10	a	a	DET
iassist-983	526	11	lowercase	lowercase	NOUN
iassist-983	526	12	letter	letter	NOUN
iassist-983	526	13	,	,	PUNCT
iassist-983	526	14	like	like	ADP
iassist-983	526	15	sourceinformation	sourceinformation	NOUN
iassist-983	526	16	.	.	PUNCT
iassist-983	527	1	https://doi.org/10.29173/iq983	https://doi.org/10.29173/iq983	PROPN