student-performance

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Split (3)

train · 8M rows

Age int64	Grade int64	Gender string	Race string	SES_Quartile int64	ParentalEducation string	SchoolType string	Locale string	TestScore_Math float64	TestScore_Reading float64	TestScore_Science float64	GPA float64	AttendanceRate float64	StudyHours float64	InternetAccess int64	Extracurricular int64	PartTimeJob int64	ParentSupport int64	Romantic int64	FreeTime int64	GoOut int64
16	11	Male	Hispanic	4	Bachelors+	Public	City	58.825047	65.998251	63.17287	2.484299	0.880277	0.53137	1	1	0	0	1	4	1
16	11	Male	White	2	HS	Private	Rural	70.217963	62.865319	65.684704	3.235493	0.831671	0.631621	1	1	0	0	0	1	2
17	12	Male	Black	3	Bachelors+	Public	City	63.407112	69.446686	76.104588	2.239699	0.871774	1.150353	0	1	1	1	0	2	1
16	11	Male	Black	3	Bachelors+	Public	Rural	83.65482	74.497781	77.543156	2.960095	0.930225	0.800711	1	1	0	1	1	2	2
15	10	Female	White	4	Bachelors+	Public	Rural	58.471507	49.139466	65.086562	2.166212	0.814183	1.251548	1	1	0	1	0	3	1
15	10	Male	Black	3	HS	Public	Rural	69.616804	69.472078	69.846154	1.935759	0.869965	0.95567	1	1	0	1	0	4	3
14	9	Female	White	3	SomeCollege	Public	Rural	69.526992	70.743067	81.573018	2.988392	0.862868	0.962354	1	0	0	0	0	2	1
15	10	Female	Hispanic	1	SomeCollege	Public	Suburban	93.100188	87.326853	90.470671	3.906275	0.990196	0.798248	1	0	0	1	0	2	1
15	10	Female	White	1	HS	Public	Rural	86.02215	78.848565	71.787168	3.523344	0.909982	1.484972	1	0	1	1	1	3	3
17	12	Female	Other	2	<HS	Private	Town	81.652564	82.670665	80.396561	3.455997	0.921942	1.473412	0	0	1	1	0	4	1
14	9	Male	White	1	HS	Public	Town	77.194671	81.673391	72.244512	2.717018	0.935162	0.89977	0	1	0	0	0	5	1
17	12	Male	White	1	SomeCollege	Public	City	46.531179	39.56608	32.343079	1.672482	0.701161	0.320683	1	1	0	0	0	3	2
16	11	Male	Two-or-more	3	SomeCollege	Private	City	63.190125	67.372745	65.640219	2.318142	0.862498	0.617092	1	0	0	0	0	2	1
14	9	Female	White	3	SomeCollege	Public	City	68.840907	76.320599	74.943938	3.39767	0.916856	0.870041	1	0	0	1	0	2	4
18	12	Male	White	4	SomeCollege	Public	City	69.741846	72.566179	76.760604	2.910322	0.881626	1.322569	1	1	1	0	0	2	2
17	12	Male	White	1	HS	Public	Rural	78.661916	72.810015	74.455421	2.988067	0.921933	0.999786	1	0	0	1	0	3	2
16	11	Female	White	4	Bachelors+	Public	Rural	71.507736	75.028931	75.064704	2.635556	0.900778	0.859667	1	0	0	0	0	2	2
15	10	Female	Black	4	Bachelors+	Public	City	73.949273	65.055128	76.217509	2.885182	0.891229	0.958666	1	1	0	1	0	5	1
18	12	Female	Hispanic	3	SomeCollege	Private	Rural	85.441787	91.460537	91.379685	3.892343	0.96538	0.860958	1	1	0	0	0	1	3
15	10	Male	White	3	<HS	Public	Town	78.438679	73.577909	74.739641	3.376703	0.91442	0.969527	0	1	0	0	1	3	3
17	12	Female	Two-or-more	2	SomeCollege	Public	Rural	76.472829	86.744008	69.329118	2.870655	0.931766	1.136686	1	1	0	1	1	3	2
14	9	Male	Hispanic	3	Bachelors+	Public	City	75.704003	72.215719	75.941917	3.271127	0.901554	1.293871	1	1	0	1	0	3	3
14	9	Male	Two-or-more	4	HS	Public	Suburban	62.987748	55.45087	54.713025	2.478516	0.817325	0.792689	1	1	0	0	0	4	4
17	12	Female	Hispanic	1	<HS	Public	City	71.647658	67.003774	71.932194	3.132438	0.851488	1.408725	0	1	1	0	1	4	1
18	12	Female	Two-or-more	1	<HS	Public	Suburban	81.613051	73.708646	71.562058	2.949079	0.926195	0.964602	0	1	0	1	0	3	1
18	12	Female	Hispanic	4	Bachelors+	Private	City	73.903366	81.041067	81.389881	3.287213	0.894491	0.4628	1	1	0	1	0	3	1
17	12	Female	White	4	Bachelors+	Public	City	76.377187	70.739152	83.396711	3.080525	0.957191	1.172244	1	1	0	1	0	4	1
16	11	Female	Hispanic	1	<HS	Public	Suburban	88.261314	98.522817	78.785214	3.61494	0.978779	1.044764	0	1	0	1	1	2	3
15	10	Male	Black	1	<HS	Public	Suburban	71.502484	85.690087	82.862722	3.046813	0.940723	0.867233	1	1	1	0	1	4	1
15	10	Female	Black	4	SomeCollege	Public	Rural	68.285689	74.917662	72.561895	3.078876	0.861344	0.882543	1	0	0	0	0	2	1
15	10	Male	White	1	HS	Public	Suburban	81.942469	66.740222	77.253156	2.812115	0.909173	0.998562	1	1	0	0	0	2	1
18	12	Male	White	4	SomeCollege	Public	City	73.699284	74.772703	69.65314	2.828991	0.88084	1.446422	1	0	0	1	0	4	2
17	12	Female	White	1	<HS	Public	Suburban	95.992326	80.746145	91.346591	3.240954	0.990187	1.118312	1	0	0	1	0	1	2
16	11	Male	Black	4	SomeCollege	Public	Suburban	75.055963	81.301969	82.552079	3.218062	0.980024	1.126182	1	0	0	1	0	5	1
18	12	Female	Black	4	HS	Public	City	66.750035	77.469292	80.979482	2.565611	0.910954	0.925806	1	0	0	0	0	3	1
16	11	Male	Black	4	SomeCollege	Public	Rural	96.128894	91.013767	89.260648	3.454336	0.995262	1.570466	1	1	0	1	1	3	3
17	12	Male	Hispanic	2	HS	Private	Suburban	84.589577	76.200606	73.80409	2.985581	0.881088	1.557766	1	0	1	1	0	2	2
15	10	Female	Black	4	Bachelors+	Private	Rural	86.381879	77.42981	91.978381	3.536591	0.945054	1.682779	1	0	1	1	0	5	3
15	10	Male	White	3	HS	Public	Suburban	67.258269	71.763835	66.284537	2.567489	0.853211	1.296334	1	0	0	1	0	3	1
14	9	Female	White	4	Bachelors+	Public	Suburban	75.694132	81.103028	78.32727	3.59947	0.924521	0.982104	1	1	0	1	0	1	2
17	12	Male	Two-or-more	4	SomeCollege	Private	Suburban	87.55131	90.224757	94.453801	3.841871	0.979829	1.389872	1	1	0	1	0	3	3
18	12	Male	Hispanic	1	HS	Private	Town	85.356129	62.312809	72.461893	3.145365	0.897125	0.781671	1	1	1	1	0	2	1
17	12	Male	White	2	Bachelors+	Public	Rural	82.302829	75.040605	79.451629	3.143524	0.943358	1.197474	1	0	0	1	0	3	2
14	9	Female	White	4	SomeCollege	Private	City	95.27985	92.06384	93.530012	4	1	1.172675	1	0	0	0	0	2	2
18	12	Female	Hispanic	2	<HS	Public	Rural	94.246931	100	93.509513	3.528669	1	1.262247	1	1	0	0	0	4	2
18	12	Female	White	2	SomeCollege	Public	Town	78.715441	84.385071	76.710233	3.252296	0.905161	1.062128	1	0	0	0	1	4	3
14	9	Male	White	4	HS	Private	Rural	86.505966	66.463302	75.635031	3.187126	0.942866	0.990976	1	0	0	0	0	4	3
18	12	Male	White	3	HS	Private	Rural	67.947503	72.284928	64.848661	2.83266	0.87608	0.770794	0	1	0	0	0	4	4
18	12	Male	Black	4	SomeCollege	Public	Rural	70.151949	81.824637	77.661521	2.884519	0.898764	1.263534	1	0	0	1	0	3	1
17	12	Male	Asian	1	<HS	Public	City	76.324423	66.506489	71.647466	2.902922	0.877564	0.651312	1	0	0	1	0	3	3
18	12	Female	Hispanic	3	SomeCollege	Private	Rural	73.824636	72.98765	86.18522	2.871357	0.934396	0.731343	1	0	0	0	1	3	3
18	12	Male	White	3	SomeCollege	Private	Suburban	99.312827	94.510088	89.944806	3.880781	1	1.458101	1	1	0	0	0	4	2
16	11	Female	Hispanic	2	SomeCollege	Public	Town	85.636859	84.250443	80.599083	3.621951	0.94232	1.27263	1	1	0	1	0	3	3
14	9	Male	White	1	<HS	Public	Town	60.793687	73.790081	61.514156	2.908275	0.821552	1.008659	1	1	0	1	1	3	2
17	12	Female	White	1	HS	Public	Town	84.229662	87.542739	85.858396	3.480383	0.948544	1.263232	1	1	1	0	0	3	3
16	11	Female	Black	2	Bachelors+	Public	Suburban	73.991372	76.822165	68.378971	3.019776	0.897536	1.607088	1	1	0	1	1	3	4
15	10	Female	Black	3	HS	Public	City	66.065946	57.556096	66.739551	2.404713	0.850233	0.974897	1	0	0	0	0	3	2
18	12	Female	White	4	HS	Public	City	90.307116	88.781681	96.127089	3.690339	0.96835	1.076128	1	0	0	0	0	2	3
16	11	Female	Black	2	HS	Public	Suburban	70.720345	78.751396	72.550679	3.135366	0.899883	1.107678	0	1	0	0	1	2	2
18	12	Male	White	4	Bachelors+	Public	City	67.238744	63.441868	72.06722	2.451947	0.878446	0.84733	1	1	0	0	1	1	2
17	12	Male	Black	3	SomeCollege	Private	Suburban	79.636327	70.751951	78.883694	3.470914	0.879133	0.988517	1	1	0	0	1	4	2
14	9	Female	White	1	HS	Public	City	67.587501	55.286428	73.353048	2.323854	0.865706	0.904497	1	1	0	0	0	2	2
15	10	Male	White	2	SomeCollege	Public	Rural	58.206534	54.860509	54.77203	2.213787	0.813438	0.588606	1	1	1	1	1	4	2
18	12	Male	White	3	HS	Public	Rural	73.25343	82.625245	71.752603	2.393891	0.899334	0.773911	1	1	1	0	0	3	2
18	12	Male	Hispanic	1	<HS	Public	Rural	72.471443	85.461867	79.257918	3.229741	0.915567	1.037011	0	0	1	1	0	4	2
18	12	Female	White	2	<HS	Public	City	64.748822	57.260098	69.421642	2.546815	0.861256	0.927668	1	0	0	0	0	4	3
16	11	Male	White	2	HS	Public	Suburban	61.993491	78.384925	75.592896	3.093853	0.87201	0.573505	1	0	0	0	1	4	3
18	12	Male	Hispanic	4	SomeCollege	Private	City	100	99.282029	94.910853	4	1	1.593916	1	0	0	1	1	2	2
17	12	Male	White	4	Bachelors+	Public	Rural	62.032559	67.355137	75.911768	2.557946	0.878008	1.549665	1	0	0	0	1	3	3
16	11	Female	White	4	SomeCollege	Private	Rural	78.796922	75.679773	88.677392	3.783329	0.932095	1.075151	1	1	0	1	0	2	2
16	11	Male	Hispanic	2	<HS	Public	City	78.595464	57.376491	69.212002	2.9298	0.834083	1.167206	0	1	0	1	0	2	1
14	9	Male	Hispanic	1	HS	Public	Rural	82.651015	86.759615	79.424837	3.600029	0.960113	1.36343	0	1	0	0	0	4	1
18	12	Female	White	4	SomeCollege	Public	Suburban	82.235423	80.889623	73.075779	2.668451	0.932677	1.68033	1	1	0	1	0	3	1
17	12	Female	Black	3	HS	Private	Suburban	67.95494	62.433288	60.208204	2.425243	0.857732	0.705729	1	0	0	0	0	3	4
18	12	Female	White	3	SomeCollege	Private	City	74.872721	75.550461	66.162984	2.631184	0.893576	1.04623	1	0	1	1	0	1	2
14	9	Female	Hispanic	4	Bachelors+	Public	City	56.011665	70.098208	66.893222	2.694919	0.824103	0.920672	1	1	1	0	0	3	2
17	12	Male	White	3	SomeCollege	Public	City	78.691584	66.396773	79.510215	2.67044	0.918438	0.324312	1	0	0	0	1	2	3
18	12	Female	Other	4	Bachelors+	Public	Town	86.687557	82.12703	75.500693	2.666598	0.959187	1.193492	1	0	0	0	1	2	3
18	12	Female	White	2	HS	Public	Rural	97.405343	94.958687	100	3.71544	1	1.029299	1	0	0	0	0	4	2
18	12	Male	Hispanic	3	HS	Public	Town	78.769895	70.556448	62.403995	2.849545	0.857702	0.772653	0	0	0	1	0	2	1
17	12	Female	Hispanic	3	HS	Public	Rural	73.06461	77.302264	79.308041	3.028711	0.885471	0.894754	0	1	0	0	0	2	1
17	12	Female	Hispanic	3	Bachelors+	Public	Suburban	70.893695	75.283324	81.517605	2.90221	0.89666	0.93679	0	0	0	1	0	4	1
14	9	Male	Hispanic	1	<HS	Public	Suburban	77.002313	76.049789	79.869014	2.970911	0.875898	0.701116	1	1	0	0	0	3	1
15	10	Female	Black	1	<HS	Public	Rural	69.65003	74.816521	71.65736	2.854652	0.900928	0.938884	0	0	0	0	1	3	2
17	12	Female	Black	4	Bachelors+	Public	Suburban	64.556278	59.731933	59.867525	2.579366	0.828823	0.710693	1	0	0	1	1	4	2
16	11	Female	Hispanic	4	SomeCollege	Public	City	76.412659	75.418569	73.203018	2.863699	0.886224	1.265814	1	1	0	1	0	2	4
14	9	Male	Hispanic	4	Bachelors+	Public	Rural	73.624559	69.785558	78.740975	2.84821	0.908594	0.968612	1	1	0	1	0	3	2
15	10	Female	Black	3	HS	Public	Rural	90.48357	90.75187	80.128681	3.672719	0.948104	1.17039	1	0	0	1	0	5	1
18	12	Female	Asian	2	HS	Public	Suburban	85.201322	91.668592	83.380103	3.680182	0.988541	1.253012	1	0	0	0	0	4	2
17	12	Female	Black	3	Bachelors+	Public	Rural	83.14258	74.451148	76.865195	3.142994	0.931913	1.652359	1	1	0	1	0	2	3
18	12	Female	Other	4	SomeCollege	Private	Suburban	78.892991	80.277007	85.737645	3.393158	0.939399	1.587954	1	1	0	1	0	2	1
15	10	Male	Black	1	HS	Public	City	68.316152	68.228713	68.920223	2.509074	0.9033	0.315664	1	0	0	0	0	4	3
15	10	Male	White	3	Bachelors+	Private	City	80.89113	83.680222	76.33693	3.610838	0.926663	1.240021	0	0	0	0	0	2	3
18	12	Female	Black	4	Bachelors+	Private	Town	70.688521	75.052657	80.90279	3.120807	0.939868	1.207979	1	1	0	0	0	5	2
18	12	Female	White	3	SomeCollege	Public	Suburban	69.960246	68.07384	77.547108	2.986694	0.875147	1.223134	1	0	0	0	0	3	1
14	9	Female	White	2	SomeCollege	Private	Suburban	65.529207	70.563418	65.884966	2.899599	0.871363	0.113505	0	1	0	1	0	2	1
16	11	Female	Black	1	<HS	Public	Suburban	67.421586	66.344791	73.126702	2.671422	0.867066	0.457486	0	1	0	0	0	1	1
16	11	Female	Two-or-more	2	HS	Public	Suburban	82.407982	67.344991	79.818445	3.117884	0.902749	0.890839	1	0	1	0	0	1	2
14	9	Male	White	1	SomeCollege	Public	Rural	90.318065	85.608357	86.530753	3.739448	0.930736	1.413468	0	1	0	0	0	3	2
17	12	Female	White	1	SomeCollege	Private	Suburban	79.751889	70.694893	60.983139	2.350817	0.849879	0.802416	0	1	1	1	0	3	1

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