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
18	12	Male	Hispanic	4	SomeCollege	Public	Suburban	72.001362	90.06745	84.212199	2.818029	0.944967	1.220342	1	0	0	1	0	3	2
14	9	Male	Hispanic	2	<HS	Private	Suburban	71.591447	71.058377	72.260181	2.466632	0.854315	0.754137	0	1	0	0	0	3	3
18	12	Male	Two-or-more	4	SomeCollege	Public	Town	70.09355	81.900084	81.256632	3.299979	0.924149	0.82405	1	0	0	0	1	5	2
15	10	Male	White	1	HS	Public	Town	66.459968	62.610288	59.483427	2.673398	0.837744	0.424607	1	0	0	1	0	4	1
14	9	Female	White	4	SomeCollege	Public	Suburban	53.538337	55.882456	73.429248	2.287774	0.817558	0.540728	1	1	0	1	0	1	3
17	12	Female	White	1	HS	Public	City	78.548965	76.817024	71.563351	2.862748	0.899779	0.836404	1	0	0	0	1	3	1
15	10	Male	White	4	Bachelors+	Public	Suburban	87.94337	79.586435	87.271419	3.793846	0.972076	1.604225	1	1	1	1	0	3	2
15	10	Female	Black	2	<HS	Public	City	82.370975	80.048982	72.735798	2.701547	0.929518	1.04553	1	1	1	0	0	4	4
18	12	Male	Hispanic	1	SomeCollege	Public	Suburban	79.755141	81.622885	72.953072	2.891154	0.930549	1.13894	1	0	0	1	1	2	2
18	12	Male	White	2	HS	Public	Suburban	65.920253	62.737232	76.600299	2.494506	0.86774	0.8934	1	1	0	1	1	5	3
17	12	Female	White	3	SomeCollege	Public	City	70.508174	84.422798	62.111814	4	0.853096	0.792938	1	0	1	0	1	4	2
16	11	Male	White	4	HS	Private	City	65.512227	57.79648	62.685971	2.81401	0.819998	0.869861	1	0	0	0	1	1	3
17	12	Female	Black	1	HS	Public	City	80.395003	87.542498	73.158257	2.581647	0.908609	0.774812	0	1	0	0	0	4	3
17	12	Male	Black	2	<HS	Public	City	59.471771	73.110238	60.36017	2.800662	0.826797	1.021891	1	1	0	0	0	4	2
14	9	Male	White	2	SomeCollege	Public	Suburban	74.429721	69.056342	58.665745	3.151351	0.887245	0.397247	0	1	0	1	0	2	4
14	9	Female	White	3	HS	Public	Rural	84.543741	72.95187	73.044635	3.222883	0.913946	1.339974	1	1	0	0	0	3	1
17	12	Female	Black	2	HS	Public	City	76.57898	91.794713	85.950314	3.547681	0.962914	1.076947	1	1	0	1	0	3	2
14	9	Male	White	1	<HS	Public	Suburban	75.839117	76.822992	66.754825	2.735416	0.905907	1.015852	1	1	0	0	0	2	2
14	9	Male	Hispanic	2	HS	Public	City	68.48252	58.105918	58.602792	2.638303	0.854525	1.070261	1	1	0	0	0	2	1
15	10	Male	Black	1	SomeCollege	Public	Suburban	75.781611	80.065118	69.565988	3.142636	0.906733	0.988821	1	0	0	1	1	3	3
14	9	Female	White	4	Bachelors+	Public	Suburban	89.096235	91.073999	98.526454	3.65188	0.958193	1.907868	1	0	0	1	0	2	1
18	12	Female	Hispanic	2	HS	Private	Rural	69.462493	68.884662	72.029965	2.262358	0.877743	0.675141	0	0	1	1	0	3	1
16	11	Female	Hispanic	2	<HS	Private	Rural	95.223271	90.765766	89.260151	4	1	1.409092	0	0	0	0	0	4	2
16	11	Male	Hispanic	2	<HS	Public	Rural	65.286602	75.009711	61.923949	2.991052	0.848577	0.941599	1	0	0	0	1	4	1
18	12	Male	Two-or-more	3	SomeCollege	Public	Suburban	69.762351	80.545682	84.352631	3.334371	0.886562	1.646871	1	0	0	0	0	2	2
16	11	Female	Two-or-more	3	SomeCollege	Public	Suburban	93.520071	88.386606	90.599078	3.470292	0.983115	1.630785	1	0	0	0	1	2	3
18	12	Male	Two-or-more	2	HS	Public	Rural	71.135825	74.748524	81.090098	2.696509	0.917328	0.84871	1	0	0	1	1	4	1
16	11	Female	Black	4	HS	Public	Suburban	71.727618	63.808013	67.229408	2.553028	0.856915	0.542319	1	1	0	1	1	5	2
16	11	Female	White	1	<HS	Public	Suburban	72.165859	67.053301	61.652361	2.380732	0.845669	0.988614	0	0	0	1	0	4	4
16	11	Female	Two-or-more	3	SomeCollege	Public	Suburban	62.717381	67.895295	59.548178	3.02283	0.825363	0.717622	1	0	0	0	0	2	2
16	11	Male	Asian	3	Bachelors+	Public	Suburban	76.288241	78.899358	71.072359	3.518056	0.90818	1.612624	1	1	0	1	0	3	2
16	11	Female	White	4	Bachelors+	Public	Rural	64.780228	67.132797	64.429832	2.812711	0.855964	1.105137	1	1	0	0	0	2	3
18	12	Female	Other	2	SomeCollege	Public	City	52.995606	59.628819	54.659091	2.649666	0.834557	0.544223	1	1	0	0	0	3	2
18	12	Female	Black	2	SomeCollege	Public	Town	69.654641	73.36736	69.970623	2.166402	0.869604	0.87158	1	0	0	1	1	4	2
16	11	Female	White	3	SomeCollege	Public	City	82.359909	76.763858	86.829099	3.091364	0.957552	1.247131	1	1	0	0	0	3	3
14	9	Male	Hispanic	4	Bachelors+	Public	Suburban	59.925165	61.234087	65.491937	2.122645	0.833506	0.393029	1	0	0	0	1	1	4
16	11	Female	White	1	<HS	Public	Rural	69.573172	63.047449	69.838473	2.594375	0.869247	0.68571	1	0	0	1	0	2	2
16	11	Female	Hispanic	3	HS	Public	Suburban	77.214404	70.312769	82.924988	2.793494	0.891627	0.826087	1	0	0	1	0	2	2
17	12	Female	Two-or-more	1	<HS	Public	Suburban	73.480161	68.905929	86.25541	2.759138	0.934383	1.348573	1	1	0	0	0	3	2
16	11	Male	White	2	SomeCollege	Public	Suburban	86.854449	71.317425	78.012897	2.963984	0.926755	0.45319	1	0	0	0	0	2	1
18	12	Male	Hispanic	1	<HS	Public	Town	87.091475	97.81893	91.838222	3.937658	0.96395	1.384644	1	1	0	0	0	3	2
17	12	Female	White	1	HS	Public	Suburban	57.781422	65.272805	50.673756	2.397449	0.80504	0.204909	0	1	0	0	0	3	3
16	11	Female	Hispanic	4	Bachelors+	Public	Suburban	91.571413	82.363185	83.319371	3.437571	0.983124	1.317467	1	1	0	1	1	4	2
15	10	Male	White	1	HS	Public	Suburban	71.103459	75.501893	73.711449	2.922445	0.83963	1.162033	1	1	0	0	1	3	1
15	10	Male	Two-or-more	3	Bachelors+	Public	Suburban	83.438527	83.939551	93.289081	3.539218	0.947771	1.599445	1	1	0	1	0	3	1
15	10	Female	Black	3	SomeCollege	Public	City	78.671739	74.289693	75.865413	2.668833	0.898741	1.256472	0	0	0	1	0	5	5
16	11	Male	White	2	Bachelors+	Public	City	59.395371	70.509167	62.096669	2.574463	0.835851	0.686124	1	1	0	0	1	1	4
18	12	Female	White	3	SomeCollege	Public	Suburban	70.404188	63.629726	63.961088	2.563739	0.87301	1.040695	1	1	0	1	0	3	2
16	11	Female	White	4	SomeCollege	Public	City	90.508314	85.508476	90.180502	3.688373	0.951775	1.249473	1	0	0	0	0	4	3
14	9	Male	Hispanic	1	HS	Public	Suburban	80.524889	73.818114	61.069423	2.974928	0.885106	0.96902	1	1	0	0	0	3	3
17	12	Male	Hispanic	1	<HS	Public	City	92.403832	94.354787	87.954841	3.401494	0.983839	1.262332	1	0	1	0	1	4	4
16	11	Female	White	3	SomeCollege	Public	Suburban	57.210763	67.229381	57.980018	2.890187	0.835016	0.545811	1	0	0	0	0	5	3
15	10	Male	Hispanic	1	<HS	Public	City	91.046879	80.689871	90.424206	3.620515	0.928598	1.652966	1	0	1	0	0	3	2
16	11	Female	White	2	SomeCollege	Public	City	87.08521	85.85818	85.835364	3.989772	0.939899	1.702084	1	0	1	1	0	5	1
15	10	Male	Black	1	HS	Public	Suburban	67.975166	75.300928	70.354619	2.947106	0.870958	0.700215	1	1	0	0	0	3	2
17	12	Male	White	1	HS	Public	Town	73.627665	77.46945	86.044906	3.332099	0.91901	1.175828	1	0	0	0	0	1	2
14	9	Female	Hispanic	3	Bachelors+	Public	City	89.675103	81.669047	72.772501	3.026719	0.925308	1.196651	0	0	0	1	0	2	1
15	10	Male	White	1	HS	Public	Suburban	58.531121	63.592003	68.836246	2.60277	0.847764	0.746809	1	0	1	1	0	4	2
15	10	Female	White	4	SomeCollege	Public	Town	76.594064	70.882635	78.357918	2.805264	0.887245	0.958265	1	0	0	1	0	3	3
15	10	Male	Hispanic	3	SomeCollege	Public	City	74.503205	82.325417	90.48303	3.394139	0.904603	1.3946	0	1	1	0	0	2	2
18	12	Female	White	2	HS	Public	City	75.059695	83.350911	75.900107	3.172106	0.94004	0.83495	0	1	0	0	0	4	1
18	12	Male	Hispanic	2	SomeCollege	Public	Rural	78.309224	83.395508	73.177904	2.99021	0.912742	0.974689	0	1	1	1	1	3	3
17	12	Male	Hispanic	1	<HS	Public	Town	80.718847	76.848512	78.062073	3.245545	0.936592	0.741297	1	0	1	0	0	5	4
16	11	Female	Hispanic	4	HS	Public	Suburban	86.442584	72.20776	80.743038	2.938953	0.903913	1.121033	1	0	1	0	0	1	1
17	12	Male	White	1	HS	Public	Town	74.832655	83.706639	80.93459	3.657837	0.911278	1.182017	1	1	0	1	1	2	3
16	11	Female	White	2	HS	Public	City	69.972207	68.224282	73.609433	2.812546	0.860155	1.1881	1	0	0	0	0	5	1
16	11	Female	White	2	HS	Public	City	84.863295	88.351861	70.493682	3.302184	0.963511	1.317999	1	1	0	0	0	3	2
14	9	Male	Hispanic	4	Bachelors+	Private	Rural	74.668956	68.792171	72.561093	2.670945	0.864223	1.04618	1	0	1	1	0	4	1
17	12	Male	Two-or-more	3	SomeCollege	Public	City	71.496428	80.681732	76.936834	3.312544	0.895345	1.24978	1	1	0	1	0	1	1
17	12	Female	White	4	<HS	Private	Suburban	62.019877	62.65685	60.389457	3.088778	0.8048	0.437092	1	1	1	0	0	3	4
14	9	Male	White	2	HS	Public	Suburban	79.83541	76.135265	77.70008	3.278656	0.866113	1.015452	1	0	0	0	0	2	3
16	11	Male	Two-or-more	1	HS	Public	City	69.373619	74.899484	69.471866	2.766908	0.879857	0.288888	0	0	0	0	1	4	1
14	9	Male	White	1	<HS	Public	City	80.677578	86.654982	86.148315	3.281017	0.940245	1.249728	1	0	0	0	0	2	1
17	12	Female	White	1	HS	Public	Suburban	69.661303	52.183076	62.296515	2.526021	0.821828	0.869536	1	1	0	0	1	4	2
15	10	Male	Hispanic	4	Bachelors+	Public	Town	63.188141	74.923464	69.954923	2.803916	0.853892	1.471678	1	0	0	1	0	5	3
15	10	Male	Hispanic	1	HS	Public	Town	80.53019	88.463688	90.513091	3.869493	0.989128	1.283895	1	1	0	0	0	2	1
15	10	Male	Black	1	HS	Public	Suburban	60.017588	65.322693	65.121978	2.388597	0.835276	0.750486	1	0	0	1	0	3	5
15	10	Female	White	2	SomeCollege	Public	Suburban	82.90217	78.239468	77.960277	3.298261	0.918784	0.842232	1	0	0	1	0	4	3
15	10	Female	Black	1	HS	Public	City	86.226332	81.491832	88.035669	3.117961	0.944127	1.218605	1	0	0	0	0	3	3
14	9	Male	Hispanic	2	Bachelors+	Public	Suburban	78.120909	76.255756	79.226835	3.012096	0.912532	1.237995	1	1	1	1	0	3	1
15	10	Female	White	4	Bachelors+	Public	Suburban	71.278084	80.124569	76.735401	2.958775	0.882016	0.170783	1	1	0	1	0	4	2
16	11	Male	White	3	HS	Public	City	78.321919	60.13085	73.437438	2.952189	0.867264	1.587364	1	0	1	1	0	4	1
15	10	Female	Two-or-more	2	HS	Public	City	69.556589	85.49909	91.638416	3.319427	0.944871	1.437492	0	0	0	0	0	4	5
15	10	Female	Hispanic	4	HS	Public	Suburban	68.083876	67.987607	73.731241	2.726194	0.887795	0.678086	1	0	0	1	1	3	3
16	11	Female	Asian	1	<HS	Private	City	84.334262	82.532112	71.387751	3.99446	0.913943	1.376039	1	0	1	0	1	3	2
16	11	Male	White	4	Bachelors+	Private	Rural	82.788561	78.475163	86.033954	3.505474	0.956989	1.5282	1	0	0	1	0	4	2
15	10	Male	White	4	SomeCollege	Public	Town	79.693199	80.033243	91.601936	3.384636	0.906691	0.976307	1	1	0	0	0	3	3
14	9	Male	Black	1	Bachelors+	Public	Suburban	67.286234	66.451495	69.815224	2.773246	0.88347	0.604684	1	0	0	0	0	4	2
14	9	Female	White	2	HS	Public	Town	65.845627	81.612935	86.008917	2.830518	0.913008	1.03455	1	0	0	0	0	3	2
15	10	Female	White	2	HS	Public	Rural	63.656116	64.951904	71.516908	2.899141	0.818835	0.60078	1	1	0	1	0	3	2
14	9	Male	White	1	<HS	Public	City	65.209163	67.174939	55.09666	2.119698	0.865047	1.007617	0	0	0	0	0	2	3
14	9	Male	Hispanic	3	SomeCollege	Public	Suburban	80.006116	92.198235	95.143596	3.424781	0.976324	1.663943	1	1	0	1	0	4	2
15	10	Female	Hispanic	3	Bachelors+	Public	Suburban	61.63696	72.307613	77.825323	2.916315	0.869666	0.937169	1	0	0	0	0	4	2
16	11	Female	White	4	SomeCollege	Public	City	75.185445	73.680055	67.485336	3.191859	0.879237	0.715675	1	0	0	1	0	3	2
15	10	Male	Hispanic	1	HS	Public	City	73.107001	74.986657	79.75783	2.863764	0.918648	0.823999	0	1	0	0	0	3	1
18	12	Male	Black	4	Bachelors+	Public	Rural	80.282345	89.337826	86.39743	2.909301	0.926436	0.886708	1	1	0	1	1	3	3
17	12	Male	White	4	SomeCollege	Private	City	58.289008	59.611951	69.332309	2.254338	0.85963	0.080581	1	0	1	1	0	2	1
14	9	Female	Hispanic	4	Bachelors+	Public	Town	74.688626	80.428459	77.337658	2.924353	0.879742	1.464225	1	1	0	1	0	2	3
16	11	Male	Hispanic	2	HS	Public	City	82.102547	81.675743	91.184981	3.062356	0.936621	1.523835	1	0	0	0	1	4	1
15	10	Female	White	4	Bachelors+	Public	City	80.92296	81.603791	66.29848	2.274135	0.922571	0.815386	1	1	0	0	0	2	1

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