id	sid	eid	entity	type
iassist-1007	1	1	quarterly 1/8	DATE
iassist-1007	1	2	monroe	GPE
iassist-1007	1	3	2022	CARDINAL
iassist-1007	1	4	quarterly 46(4	DATE
iassist-1007	2	1	1-8	DATE
iassist-1007	5	1	asian	NORP
iassist-1007	5	2	harnham	GPE
iassist-1007	5	3	2021	CARDINAL
iassist-1007	6	1	2020	DATE
iassist-1007	7	1	just 27%	PERCENT
iassist-1007	7	2	ho et al	PERSON
iassist-1007	7	3	2019	DATE
iassist-1007	7	4	u.s.	GPE
iassist-1007	7	5	6%	PERCENT
iassist-1007	7	6	3%	PERCENT
iassist-1007	7	7	harnham	GPE
iassist-1007	7	8	2021	DATE
iassist-1007	7	9	51%	PERCENT
iassist-1007	7	10	19% and 12%	PERCENT
iassist-1007	7	11	2020	DATE
iassist-1007	8	1	the u.s. department of labor	ORG
iassist-1007	8	2	25.9%	PERCENT
iassist-1007	8	3	12.7%	PERCENT
iassist-1007	8	4	5.2%	PERCENT
iassist-1007	8	5	rieley	ORG
iassist-1007	8	6	2018	DATE
iassist-1007	9	1	2019	DATE
iassist-1007	9	2	miller	ORG
iassist-1007	9	3	hughes	ORG
iassist-1007	9	4	2017	DATE
iassist-1007	10	1	marshall	PERSON
iassist-1007	10	2	grier	PERSON
iassist-1007	10	3	2019	DATE
iassist-1007	13	1	2018	DATE
iassist-1007	13	2	6.7%	PERCENT
iassist-1007	13	3	4.9%	PERCENT
iassist-1007	13	4	american	NORP
iassist-1007	13	5	indian	NORP
iassist-1007	13	6	alaska	GPE
iassist-1007	13	7	just 0.2 %	PERCENT
iassist-1007	13	8	nsf	GPE
iassist-1007	13	9	2019	DATE
iassist-1007	14	1	u.s.	GPE
iassist-1007	14	2	28.5%	PERCENT
iassist-1007	14	3	1995	DATE
iassist-1007	14	4	18.1%	PERCENT
iassist-1007	14	5	2014	DATE
iassist-1007	14	6	1.75%	PERCENT
iassist-1007	14	7	5.10%	PERCENT
iassist-1007	14	8	2.61%	PERCENT
iassist-1007	14	9	2019	DATE
iassist-1007	15	1	2016	DATE
iassist-1007	15	2	just 4.4%	PERCENT
iassist-1007	15	3	u.s.	GPE
iassist-1007	15	4	2017	DATE
iassist-1007	16	1	fox	ORG
iassist-1007	16	2	2009	DATE
iassist-1007	16	3	drury	GPE
iassist-1007	16	4	cheryan 2011	ORG
iassist-1007	16	5	smith-doerr	ORG
iassist-1007	16	6	2017	CARDINAL
iassist-1007	17	1	2/8	CARDINAL
iassist-1007	17	2	monroe	GPE
iassist-1007	17	3	2022	CARDINAL
iassist-1007	17	4	quarterly 46(4	DATE
iassist-1007	18	1	1-8	DATE
iassist-1007	20	1	2020	DATE
iassist-1007	20	2	u.s.	GPE
iassist-1007	20	3	u.s.	GPE
iassist-1007	20	4	the coming decades	DATE
iassist-1007	21	1	2015	DATE
iassist-1007	22	1	1	CARDINAL
iassist-1007	23	1	u.s.	GPE
iassist-1007	25	1	benjamin	ORG
iassist-1007	25	2	2019	DATE
iassist-1007	25	3	2008	DATE
iassist-1007	27	1	o'neil	ORG
iassist-1007	27	2	2016	DATE
iassist-1007	27	3	flores	ORG
iassist-1007	27	4	bechtel	ORG
iassist-1007	27	5	2016	CARDINAL
iassist-1007	27	6	farid	PERSON
iassist-1007	27	7	2018	DATE
iassist-1007	27	8	angwin et al	PERSON
iassist-1007	27	9	2016	DATE
iassist-1007	27	10	2018	DATE
iassist-1007	27	11	2018	DATE
iassist-1007	28	1	14.4%	PERCENT
iassist-1007	28	2	85.6%	PERCENT
iassist-1007	28	3	1	CARDINAL
iassist-1007	29	1	sankey	PERSON
iassist-1007	29	2	2017	CARDINAL
iassist-1007	29	3	u.s. department of education	ORG
iassist-1007	30	1	3/8	CARDINAL
iassist-1007	30	2	monroe	GPE
iassist-1007	30	3	2022	CARDINAL
iassist-1007	30	4	quarterly 46(4	DATE
iassist-1007	31	1	1-8	DATE
iassist-1007	32	1	34.7%	PERCENT
iassist-1007	32	2	43	CARDINAL
iassist-1007	32	3	.8%	PERCENT
iassist-1007	33	1	u.s.	GPE
iassist-1007	33	2	(over half	CARDINAL
iassist-1007	33	3	u.s.	GPE
iassist-1007	33	4	2019	DATE
iassist-1007	34	1	u.s.	GPE
iassist-1007	35	1	1	CARDINAL
iassist-1007	35	2	miller et al	PERSON
iassist-1007	35	3	2000	DATE
iassist-1007	35	4	2	CARDINAL
iassist-1007	35	5	hewitt, 1994	ORG
iassist-1007	35	6	3	CARDINAL
iassist-1007	35	7	2014	DATE
iassist-1007	35	8	4	CARDINAL
iassist-1007	35	9	allen et al	PERSON
iassist-1007	35	10	2015	DATE
iassist-1007	36	1	mcgee	PERSON
iassist-1007	36	2	bentley	ORG
iassist-1007	36	3	2017	DATE
iassist-1007	37	1	2019	DATE
iassist-1007	39	1	3	CARDINAL
iassist-1007	41	1	2021	CARDINAL
iassist-1007	42	1	monroe	GPE
iassist-1007	42	2	2021	CARDINAL
iassist-1007	43	1	2018	DATE
iassist-1007	44	1	alsan	GPE
iassist-1007	44	2	garrick	PERSON
iassist-1007	44	3	graziani	PERSON
iassist-1007	44	4	2019	DATE
iassist-1007	44	5	steenbarger	PERSON
iassist-1007	44	6	2020	DATE
iassist-1007	47	1	1949	DATE
iassist-1007	48	1	2005	DATE
iassist-1007	49	1	marshall	PERSON
iassist-1007	49	2	contreras-palacios	ORG
iassist-1007	49	3	2021	CARDINAL
iassist-1007	49	4	2022	CARDINAL
iassist-1007	50	1	1	CARDINAL
iassist-1007	50	2	2	CARDINAL
iassist-1007	52	1	4/8	CARDINAL
iassist-1007	52	2	monroe	GPE
iassist-1007	52	3	2022	CARDINAL
iassist-1007	52	4	quarterly 46(4	DATE
iassist-1007	53	1	1-8	DATE
iassist-1007	53	2	u.s.	GPE
iassist-1007	53	3	bonilla-silva	PERSON
iassist-1007	53	4	2008	DATE
iassist-1007	57	1	ladson	GPE
iassist-1007	57	2	al	ORG
iassist-1007	57	3	2016	DATE
iassist-1007	57	4	johnson	PERSON
iassist-1007	57	5	elliott	PERSON
iassist-1007	57	6	2020	DATE
iassist-1007	58	1	one	CARDINAL
iassist-1007	58	2	three	CARDINAL
iassist-1007	60	1	2008	DATE
iassist-1007	61	1	sql	ORG
iassist-1007	62	1	2a & 2b	ORG
iassist-1007	65	1	1	CARDINAL
iassist-1007	65	2	2	CARDINAL
iassist-1007	65	3	3	CARDINAL
iassist-1007	66	1	ida b.	PERSON
iassist-1007	66	2	4	CARDINAL
iassist-1007	67	1	banerjee	GPE
iassist-1007	67	2	2015	DATE
iassist-1007	68	1	covid-19	ORG
iassist-1007	68	2	benjamin	ORG
iassist-1007	68	3	2019	DATE
iassist-1007	69	1	2a	CARDINAL
iassist-1007	69	2	2b	CARDINAL
iassist-1007	71	1	dubois	GPE
iassist-1007	71	2	first	ORDINAL
iassist-1007	71	3	the united states	GPE
iassist-1007	71	4	the atlanta university center	ORG
iassist-1007	71	5	1900	DATE
iassist-1007	73	1	https://lynchinginamerica.eji.org/explore	PERSON
iassist-1007	73	2	5/8	CARDINAL
iassist-1007	73	3	monroe	GPE
iassist-1007	73	4	2022	CARDINAL
iassist-1007	73	5	quarterly 46(4	DATE
iassist-1007	74	1	1-8	DATE
iassist-1007	74	2	america	GPE
iassist-1007	74	3	1	CARDINAL
iassist-1007	74	4	sierra-leone	ORG
iassist-1007	74	5	benin	GPE
iassist-1007	74	6	2	CARDINAL
iassist-1007	74	7	haitian	NORP
iassist-1007	74	8	french	NORP
iassist-1007	74	9	central-african	NORP
iassist-1007	74	10	kongolese	NORP
iassist-1007	74	11	west-african	NORP
iassist-1007	74	12	akan twi	PERSON
iassist-1007	74	13	3	CARDINAL
iassist-1007	74	14	kongolese	NORP
iassist-1007	74	15	spanish	NORP
iassist-1007	74	16	pacific	LOC
iassist-1007	74	17	colombia	GPE
iassist-1007	74	18	south america	LOC
iassist-1007	76	1	english	LANGUAGE
iassist-1007	77	1	jackson et al	PERSON
iassist-1007	77	2	2019	DATE
iassist-1007	80	1	castillo-montoya	PERSON
iassist-1007	80	2	abreu	PERSON
iassist-1007	80	3	abad	PERSON
iassist-1007	80	4	2019	DATE
iassist-1007	80	5	johnson	PERSON
iassist-1007	80	6	elliott	PERSON
iassist-1007	80	7	2020	DATE
iassist-1007	81	1	fig	ORG
iassist-1007	81	2	unesco 2006	ORG
iassist-1007	81	3	2b	MONEY
iassist-1007	81	4	georgia	GPE
iassist-1007	82	1	dubois	GPE
iassist-1007	82	2	1900	DATE
iassist-1007	82	3	6/8	CARDINAL
iassist-1007	82	4	monroe	GPE
iassist-1007	82	5	2022	CARDINAL
iassist-1007	82	6	quarterly 46(4	DATE
iassist-1007	83	1	1-8	DATE
iassist-1007	83	2	allen	PERSON
iassist-1007	83	3	m. j.	PERSON
iassist-1007	83	4	muragishi	GPE
iassist-1007	83	5	g. a.	PERSON
iassist-1007	83	6	smith	GPE
iassist-1007	83	7	j. l.	PERSON
iassist-1007	83	8	d. b.	PERSON
iassist-1007	83	9	e. r. 2015	PERSON
iassist-1007	84	1	first	ORDINAL
iassist-1007	85	1	psychol sci	PERSON
iassist-1007	85	2	1	DATE
iassist-1007	86	1	331–341	TIME
iassist-1007	87	1	m., garrick	PERSON
iassist-1007	87	2	2019	CARDINAL
iassist-1007	89	1	oakland	GPE
iassist-1007	90	1	american	NORP
iassist-1007	90	2	109(12	CARDINAL
iassist-1007	91	1	4071-4111	DATE
iassist-1007	92	1	angwin	PERSON
iassist-1007	92	2	j., larson	PERSON
iassist-1007	92	3	j., mattu	GPE
iassist-1007	92	4	s.	PERSON
iassist-1007	92	5	kirchner	PERSON
iassist-1007	92	6	2016	CARDINAL
iassist-1007	94	1	banerjee	GPE
iassist-1007	94	2	s. 2015	ORG
iassist-1007	96	1	10.13140	CARDINAL
iassist-1007	96	2	2.1	CARDINAL
iassist-1007	97	1	1846.6002	CARDINAL
iassist-1007	97	2	2019	DATE
iassist-1007	100	1	9781509526390	CARDINAL
iassist-1007	101	1	brahm	PERSON
iassist-1007	101	2	c.	PERSON
iassist-1007	101	3	sinha	ORG
iassist-1007	101	4	dai	ORG
iassist-1007	101	5	j. 2019	PERSON
iassist-1007	105	1	https://www.bain.com/insights/advanced-analytics-talent-willdouble-its-still-not-enough-snapchart/#:~:text=thanks%20to%20a%20remarkably%20rapid,occur%20primarily%20outside% 20the%20us	CARDINAL
iassist-1007	106	1	j.	PERSON
iassist-1007	106	2	2018	DATE
iassist-1007	106	3	january	DATE
iassist-1007	110	1	77-91	CARDINAL
iassist-1007	111	1	castillo-montoya	PERSON
iassist-1007	111	2	abreu	PERSON
iassist-1007	111	3	j.	PERSON
iassist-1007	111	4	abad	GPE
iassist-1007	111	5	a. 2019	PERSON
iassist-1007	113	1	32(9	CARDINAL
iassist-1007	114	1	1125-1145	CARDINAL
iassist-1007	115	1	j.	PERSON
iassist-1007	115	2	farid	PERSON
iassist-1007	115	3	h. 2018	PERSON
iassist-1007	117	1	4(1	CARDINAL
iassist-1007	117	2	eaao5580	ORG
iassist-1007	118	1	10.1126	CARDINAL
iassist-1007	118	2	sciadv.aao5580 drury	GPE
iassist-1007	118	3	b. j., siy	PERSON
iassist-1007	118	4	j. o.	PERSON
iassist-1007	118	5	cheryan	GPE
iassist-1007	118	6	s. 2011.	ORG
iassist-1007	122	1	265	CARDINAL
iassist-1007	123	1	j.	GPE
iassist-1007	123	2	j.	PERSON
iassist-1007	123	3	j., gallego, a.	PERSON
iassist-1007	123	4	pauly	GPE
iassist-1007	123	5	m., 2020	PERSON
iassist-1007	125	1	boston	GPE
iassist-1007	126	1	https://www.bcg.com/publications/2020/what-keeps-women-out-data-science.aspx flores	PERSON
iassist-1007	126	2	a. w.	PERSON
iassist-1007	126	3	bechtel	ORG
iassist-1007	126	4	k.	PERSON
iassist-1007	126	5	c. t.	PERSON
iassist-1007	126	6	2016	DATE
iassist-1007	131	1	fox	PERSON
iassist-1007	131	2	m. f., sonnert	PERSON
iassist-1007	131	3	nikiforova	GPE
iassist-1007	131	4	i. 2009	PERSON
iassist-1007	134	1	333-353	CARDINAL
iassist-1007	135	1	a. m.	PERSON
iassist-1007	135	2	j. 2019	PERSON
iassist-1007	137	1	america	GPE
iassist-1007	138	1	georgetown law center	ORG
iassist-1007	139	1	s., hart	ORG
iassist-1007	139	2	c. m.	PERSON
iassist-1007	139	3	j.	PERSON
iassist-1007	139	4	c.	PERSON
iassist-1007	139	5	n. w. 2018	PERSON
iassist-1007	141	1	national bureau of economic research	ORG
iassist-1007	142	1	harnham	ORG
iassist-1007	143	1	2021	CARDINAL
iassist-1007	144	1	2019	DATE
iassist-1007	144	2	september 4	DATE
iassist-1007	144	3	2022	CARDINAL
iassist-1007	145	1	monroe	GPE
iassist-1007	145	2	2022	CARDINAL
iassist-1007	145	3	quarterly 46(4	DATE
iassist-1007	146	1	1-8	DATE
iassist-1007	146	2	ho, a.	PERSON
iassist-1007	146	3	nguyen, a.	PERSON
iassist-1007	146	4	pafford, j.l.	ORG
iassist-1007	146	5	slater	PERSON
iassist-1007	146	6	r.	NORP
iassist-1007	146	7	2019	DATE
iassist-1007	148	1	smu	ORG
iassist-1007	148	2	2(3	CARDINAL
iassist-1007	150	1	https://scholar.smu.edu/datasciencereview/vol2/iss3/4 jackson	PERSON
iassist-1007	150	2	l. f., kuhlman	PERSON
iassist-1007	150	3	c.	GPE
iassist-1007	150	4	jackson	GPE
iassist-1007	150	5	f. l.	PERSON
iassist-1007	150	6	fox	ORG
iassist-1007	150	7	k. 2019	PERSON
iassist-1007	151	1	2(19	CARDINAL
iassist-1007	152	1	10.3389	CARDINAL
iassist-1007	152	2	johnson, a.	ORG
iassist-1007	152	3	elliott	GPE
iassist-1007	152	4	s. 2020	PERSON
iassist-1007	154	1	journal of microbiology	ORG
iassist-1007	154	2	21(1	CARDINAL
iassist-1007	154	3	21.1.35	CARDINAL
iassist-1007	156	1	2005	DATE
iassist-1007	157	1	america	GPE
iassist-1007	159	1	2008	DATE
iassist-1007	161	1	city kids	ORG
iassist-1007	162	1	162–177	CARDINAL
iassist-1007	163	1	g. v.	PERSON
iassist-1007	163	2	bullock	ORG
iassist-1007	163	3	e. c., & jett	PERSON
iassist-1007	163	4	c. c.	PERSON
iassist-1007	163	5	2016	DATE
iassist-1007	165	1	196(1	CARDINAL
iassist-1007	165	2	19-29	CARDINAL
iassist-1007	166	1	https://doi.org/10.1177/002205741619600104 manovich	ORG
iassist-1007	166	2	2015	CARDINAL
iassist-1007	168	1	1	CARDINAL
iassist-1007	169	1	https://doi.org/10.11588/dah.2015.1.21631 marshall	PERSON
iassist-1007	169	2	b.	PERSON
iassist-1007	169	3	s. 2019	PERSON
iassist-1007	170	1	2019	CARDINAL
iassist-1007	170	2	2019	DATE
iassist-1007	171	1	1-8	DATE
iassist-1007	171	2	10.1109	CARDINAL
iassist-1007	171	3	fie43999.2019.9028491 mcgee	PERSON
iassist-1007	171	4	e. o.	PERSON
iassist-1007	171	5	bentley	ORG
iassist-1007	171	6	l. c. 2017	PERSON
iassist-1007	173	1	american journal of education	ORG
iassist-1007	173	2	124(1	DATE
iassist-1007	174	1	r. k. 1949	PERSON
iassist-1007	176	1	16(3	CARDINAL
iassist-1007	177	1	161	CARDINAL
iassist-1007	177	2	miller	ORG
iassist-1007	177	3	p. h.	PERSON
iassist-1007	177	4	rosser	ORG
iassist-1007	177	5	s. v.	PERSON
iassist-1007	177	6	benigno	ORG
iassist-1007	177	7	j. p.	PERSON
iassist-1007	177	8	m. 2000	PERSON
iassist-1007	179	1	quarterly	DATE
iassist-1007	179	2	28(1–2	ORG
iassist-1007	180	1	128–142	CARDINAL
iassist-1007	181	1	miller	ORG
iassist-1007	181	2	s.	PERSON
iassist-1007	181	3	hughes	ORG
iassist-1007	184	1	t., & washington	ORG
iassist-1007	184	2	2020	DATE
iassist-1007	187	1	urban institute	ORG
iassist-1007	188	1	https://www.urban.org/sites/default/files/publication/103279/racial-and-ethnicsegregation-within-colleges.pdf monroe-white	ORG
iassist-1007	188	2	marshall	PERSON
iassist-1007	188	3	b.	PERSON
iassist-1007	188	4	contreras-palacios	ORG
iassist-1007	188	5	august	DATE
iassist-1007	188	6	2022	CARDINAL
iassist-1007	188	7	2022	CARDINAL
iassist-1007	189	1	2022	CARDINAL
iassist-1007	190	1	9	CARDINAL
iassist-1007	190	2	https://aisel.aisnet.org/amcis2022/sig_si/sig_si/9	GPE
iassist-1007	190	3	2021, june	DATE
iassist-1007	192	1	2021	CARDINAL
iassist-1007	192	2	23-30	CARDINAL
iassist-1007	193	1	t.	GPE
iassist-1007	193	2	marshall	PERSON
iassist-1007	193	3	b., & contreras-palacios, h.	ORG
iassist-1007	193	4	2021	CARDINAL
iassist-1007	193	5	february	DATE
iassist-1007	194	1	2021	CARDINAL
iassist-1007	196	1	https://proceedings.mlr.press/v142/monroe-white21a.html	ORG
iassist-1007	196	2	https://scholar.smu.edu/datasciencereview/vol2/iss3/4	PERSON
iassist-1007	197	1	https://www.jstor.org/stable/40004449	CARDINAL
iassist-1007	197	2	https://proceedings.mlr.press/v142/monroe-white21a.html	ORG
iassist-1007	197	3	8/8	CARDINAL
iassist-1007	197	4	monroe	GPE
iassist-1007	197	5	2022	CARDINAL
iassist-1007	197	6	quarterly 46(4	DATE
iassist-1007	199	1	1-8	DATE
iassist-1007	199	2	monroe	GPE
iassist-1007	199	3	marshall	PERSON
iassist-1007	199	4	2019	DATE
iassist-1007	200	1	2019	CARDINAL
iassist-1007	201	1	4	CARDINAL
iassist-1007	201	2	d. e.	PERSON
iassist-1007	201	3	miles	PERSON
iassist-1007	201	4	brockman, a.	PERSON
iassist-1007	201	5	r.	NORP
iassist-1007	201	6	mcgee	GPE
iassist-1007	203	1	108(3	DATE
iassist-1007	206	1	2017	CARDINAL
iassist-1007	208	1	17	CARDINAL
iassist-1007	209	1	https://www.nsf.gov/statistics/2017/nsf17310/ national science foundation	ORG
iassist-1007	210	1	2019	DATE
iassist-1007	211	1	u.s.	GPE
iassist-1007	211	2	2018	DATE
iassist-1007	212	1	20-301	CARDINAL
iassist-1007	213	1	https://ncses.nsf.gov/pubs/nsf20301/	GPE
iassist-1007	214	1	s. u. 2018	PERSON
iassist-1007	216	1	nyu	ORG
iassist-1007	217	1	o'neil	ORG
iassist-1007	219	1	broadway books.	LAW
iassist-1007	220	1	s. e. 2008	PERSON
iassist-1007	222	1	princeton university press	ORG
iassist-1007	223	1	f. c.	PERSON
iassist-1007	225	1	62(5	CARDINAL
iassist-1007	226	1	56-63	DATE
iassist-1007	227	1	10.1145/3319422	CARDINAL
iassist-1007	227	2	j.	PERSON
iassist-1007	227	3	j.	PERSON
iassist-1007	227	4	2020	DATE
iassist-1007	229	1	m. 2018	PERSON
iassist-1007	231	1	u.s.	GPE
iassist-1007	231	2	june 2018	DATE
iassist-1007	233	1	e.	PERSON
iassist-1007	233	2	hewitt	PERSON
iassist-1007	233	3	n.m.	GPE
iassist-1007	233	4	1997	DATE
iassist-1007	234	1	westview press	ORG
iassist-1007	234	2	boulder	GPE
iassist-1007	235	1	smith-doerr	ORG
iassist-1007	235	2	alegria	PRODUCT
iassist-1007	235	3	s. n.	PERSON
iassist-1007	235	4	2017	CARDINAL
iassist-1007	237	1	3	CARDINAL
iassist-1007	238	1	139	CARDINAL
iassist-1007	239	1	j. l.	PERSON
iassist-1007	239	2	cech	ORG
iassist-1007	239	3	e.	PERSON
iassist-1007	239	4	metz, a.	PERSON
iassist-1007	239	5	m.	PERSON
iassist-1007	240	1	native american	NORP
iassist-1007	241	1	psychol	PERSON
iassist-1007	241	2	20	DATE
iassist-1007	242	1	413–429	CARDINAL
iassist-1007	243	1	https://doi.org/10.1037/a0036945 steenbarger	PERSON
iassist-1007	243	2	2020	DATE
iassist-1007	245	1	forbes	PERSON
iassist-1007	246	1	u.s.	GPE
iassist-1007	247	1	2020	DATE
iassist-1007	249	1	1	CARDINAL
iassist-1007	249	2	the campbell school of business	ORG
iassist-1007	252	1	https://www.forbes.com/sites/brettsteenbarger/2020/06/15/why-diversity-matters-in-the-world-of-finance/?sh=1ba5671c7913#215041397913	PERSON
iassist-1007	252	2	mailto:tmonroewhite@berry.edu	WORK_OF_ART