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
14	9	Male	White	3	Bachelors+	Public	City	60.906928	64.248886	63.556195	2.479836	0.839178	0.954699	1	1	0	1	0	4	3
16	11	Female	Hispanic	4	SomeCollege	Public	Town	80.210182	90.719735	100	3.320564	0.950924	0.860222	1	1	0	1	1	4	1
15	10	Female	Hispanic	2	<HS	Public	City	96.190974	86.19761	91.914848	3.535714	0.96501	1.057154	1	1	0	0	1	2	2
15	10	Female	White	3	HS	Public	Suburban	63.078092	55.203704	62.375518	2.131076	0.814135	0.544101	1	1	0	0	0	2	1
17	12	Male	Hispanic	4	SomeCollege	Public	Suburban	72.425285	75.074636	76.161531	2.970191	0.930013	0.633903	1	1	1	0	1	3	2
18	12	Male	White	4	Bachelors+	Public	City	64.848567	56.368617	61.576392	2.193744	0.82848	0.478099	1	0	1	0	0	4	2
18	12	Male	Hispanic	4	SomeCollege	Private	Suburban	65.92178	73.852293	62.617954	3.15156	0.849458	0.890813	1	1	0	1	1	3	3
14	9	Male	Hispanic	4	Bachelors+	Public	Suburban	88.191514	83.135761	87.355314	3.329056	0.930278	1.043493	1	1	1	0	0	2	1
18	12	Male	Other	4	SomeCollege	Public	Town	62.713425	62.809749	70.903992	2.71084	0.845405	0.462936	1	0	0	1	0	4	1
15	10	Female	Hispanic	3	<HS	Public	Suburban	84.131153	81.283917	98.607781	3.451904	0.98173	0.909903	1	1	0	0	0	4	1
17	12	Male	Black	2	<HS	Public	City	65.340413	64.662085	72.591656	2.651738	0.864875	1.330367	0	1	0	0	0	3	1
18	12	Female	Hispanic	2	Bachelors+	Private	Suburban	72.580799	71.290365	86.644799	2.997161	0.899851	1.254127	1	0	0	1	0	3	2
16	11	Male	Hispanic	3	Bachelors+	Public	Rural	89.449494	85.549492	83.980747	3.380368	0.971675	0.673766	1	1	1	1	0	1	3
16	11	Male	White	1	SomeCollege	Public	Rural	72.78875	66.43489	72.885907	2.700625	0.875421	1.616794	1	1	0	0	0	3	2
18	12	Male	Hispanic	2	HS	Public	City	81.708321	76.198702	77.670083	2.835467	0.962053	1.071528	1	1	0	0	0	2	2
17	12	Female	Hispanic	1	<HS	Public	City	89.520043	92.531913	81.680367	3.576118	0.944227	0.815583	1	1	1	0	0	3	3
16	11	Male	Black	4	Bachelors+	Private	Town	60.358972	50.102737	56.960172	1.963217	0.799569	0.619781	1	1	0	0	0	5	4
18	12	Female	White	3	HS	Public	Rural	66.513641	58.388766	60.83891	2.914362	0.823294	0.552426	0	0	0	0	0	4	2
15	10	Male	White	4	Bachelors+	Private	City	79.936591	74.857282	92.452003	3.834159	0.960867	1.09303	1	1	0	1	0	4	2
17	12	Female	White	2	<HS	Public	Suburban	90.06399	88.787784	74.226169	3.546049	0.936766	0.836803	1	0	0	0	0	4	1
16	11	Male	Hispanic	1	HS	Private	Rural	73.040335	71.737915	71.4522	3.213361	0.901983	0.868991	1	1	0	0	0	3	3
16	11	Female	Black	1	SomeCollege	Public	Town	75.428117	65.758859	74.122682	2.761164	0.870601	1.073446	1	1	0	0	1	3	2
14	9	Female	Hispanic	4	SomeCollege	Public	Town	67.725856	64.936302	58.84802	2.796817	0.826637	0.937491	1	1	0	1	0	4	2
15	10	Female	White	3	SomeCollege	Private	Suburban	71.514213	71.938314	81.978398	3.548621	0.910199	0.98311	1	1	0	1	0	4	2
16	11	Female	White	3	Bachelors+	Private	Town	69.486505	72.402901	75.023688	3.058185	0.894743	1.139721	1	0	1	1	0	3	1
15	10	Female	Asian	3	SomeCollege	Public	Rural	90.185705	81.698859	83.004538	3.089471	0.940212	1.02853	1	0	1	0	0	4	2
14	9	Male	White	2	<HS	Public	Suburban	84.576973	79.382716	80.783447	3.678473	0.929396	1.144074	1	0	0	1	1	1	1
14	9	Female	Hispanic	4	Bachelors+	Private	Suburban	52.050809	68.348843	66.388257	2.370889	0.848388	0.735672	1	1	0	1	0	4	3
16	11	Male	White	1	<HS	Public	Rural	87.578912	70.366174	78.979539	3.425281	0.925869	0.84438	1	0	1	0	0	3	3
15	10	Male	Hispanic	4	Bachelors+	Private	Town	51.705929	72.872182	70.167492	2.210016	0.863937	0.500348	1	1	1	1	0	4	3
16	11	Female	Hispanic	4	Bachelors+	Public	Rural	64.996362	67.312268	59.267009	2.287757	0.834837	0.730017	1	1	0	0	0	5	1
16	11	Female	White	2	SomeCollege	Public	Suburban	76.478845	84.600659	83.005779	3.370726	0.940121	1.063336	1	0	1	0	1	2	3
16	11	Female	Hispanic	3	SomeCollege	Public	City	87.926358	78.615941	74.543404	3.280967	0.92586	0.546552	1	0	0	0	1	3	2
17	12	Male	Hispanic	3	SomeCollege	Public	Rural	77.561774	72.730244	89.749257	3.991779	0.907819	1.326053	1	1	0	0	0	3	1
15	10	Female	White	3	HS	Private	Suburban	75.475087	73.892847	70.611846	2.968039	0.876877	0.913412	1	1	0	1	0	3	3
15	10	Female	Hispanic	4	Bachelors+	Private	City	73.480707	79.957555	86.173841	3.231224	0.930904	1.219089	1	1	1	0	0	3	2
18	12	Female	White	3	SomeCollege	Public	Rural	73.461952	67.471472	69.722835	2.41535	0.847083	0.959246	1	1	0	1	0	4	3
15	10	Male	White	2	SomeCollege	Public	Rural	64.890867	66.305649	72.132134	2.728137	0.850742	0.970858	0	1	1	0	0	3	1
18	12	Male	Black	2	SomeCollege	Public	Suburban	68.800675	72.373334	72.886662	2.696953	0.891992	0.829266	0	0	0	0	0	4	1
14	9	Female	White	3	SomeCollege	Public	City	80.184031	74.914291	70.075972	3.122721	0.86264	0.307814	1	0	1	0	0	3	2
16	11	Female	Hispanic	3	SomeCollege	Private	City	74.080901	70.133264	76.746767	2.87512	0.888666	1.261006	1	1	1	1	0	3	4
14	9	Female	Hispanic	2	<HS	Public	City	72.542294	74.445758	68.164807	2.838695	0.866855	1.233772	1	0	0	0	0	2	1
15	10	Female	White	2	<HS	Public	Suburban	63.560748	68.620132	64.862302	2.219944	0.839382	0.809058	1	0	0	0	1	3	2
15	10	Female	Black	2	SomeCollege	Private	City	79.225177	66.477523	79.753743	2.828318	0.90559	0	1	0	0	0	0	4	4
17	12	Male	Asian	2	SomeCollege	Public	Suburban	91.911571	80.001776	91.540447	3.923549	0.976547	1.629699	1	1	0	1	0	3	1
14	9	Male	Black	2	SomeCollege	Private	Suburban	58.984022	54.998284	52.659965	2.265746	0.788772	0.535775	1	1	0	0	0	4	2
18	12	Male	Asian	2	<HS	Public	City	92.7376	98.973209	96.031893	3.876636	1	1.175485	1	0	0	0	1	4	2
16	11	Male	Hispanic	4	SomeCollege	Public	City	93.917398	95.651099	95.403314	3.69141	0.979412	1.251416	1	0	0	0	1	2	2
16	11	Female	White	3	SomeCollege	Public	City	70.09994	58.34668	60.447746	2.036808	0.844515	0.513997	0	1	0	0	0	3	2
18	12	Female	Hispanic	4	Bachelors+	Public	Suburban	58.063957	65.773931	62.223043	2.419395	0.804893	0.5194	1	1	0	1	1	2	2
14	9	Female	Hispanic	3	SomeCollege	Public	City	62.817688	76.223459	54.386506	2.486301	0.855304	0.646129	1	1	0	0	0	2	5
15	10	Female	Hispanic	4	HS	Public	Town	81.740408	86.65679	75.293224	3.566934	0.940441	1.593658	1	0	0	0	0	1	3
16	11	Female	Other	1	SomeCollege	Private	City	82.096743	84.427491	73.169857	3.466674	0.953217	0.996998	0	1	1	0	0	4	1
14	9	Female	Hispanic	3	Bachelors+	Public	City	78.825643	79.751878	73.563692	3.470192	0.911088	0.897601	1	1	0	1	0	3	1
16	11	Female	Hispanic	3	<HS	Public	Suburban	76.383337	61.998478	68.393039	2.657398	0.844946	0.676087	1	1	0	1	0	3	2
16	11	Female	White	3	<HS	Public	Rural	98.39475	94.770087	92.236449	4	0.9874	1.273309	1	0	1	0	1	3	2
15	10	Female	Hispanic	3	HS	Private	Town	65.780034	48.613865	67.381884	2.259382	0.808262	0.618861	1	1	0	0	0	5	2
18	12	Male	Two-or-more	4	SomeCollege	Public	City	74.380378	65.908774	71.305854	2.166236	0.891995	0.787524	1	0	1	1	0	3	2
18	12	Female	Two-or-more	1	HS	Public	Rural	73.240761	71.033215	69.69295	2.821697	0.877585	1.241853	0	1	0	0	0	2	2
14	9	Male	White	2	SomeCollege	Public	Town	77.186831	76.925596	80.986428	3.111026	0.917067	0.647581	1	1	0	1	0	1	2
18	12	Male	Black	4	HS	Public	Town	82.354009	74.131973	57.807373	2.695775	0.87533	1.120519	1	0	0	1	1	4	1
16	11	Male	Black	1	HS	Public	City	76.255047	77.109532	71.412041	2.802588	0.91035	0.726069	1	1	0	1	0	3	3
17	12	Female	White	1	HS	Public	Town	82.86812	80.331085	69.280453	2.770033	0.899563	1.126821	1	0	0	1	1	3	3
18	12	Female	Hispanic	2	SomeCollege	Public	Rural	85.189268	90.132918	96.780515	3.619537	0.97236	2.153269	1	1	0	1	0	3	1
14	9	Male	Two-or-more	4	SomeCollege	Public	Suburban	69.848298	71.838057	78.119111	3.171948	0.881685	1.071046	1	0	0	1	0	4	2
17	12	Male	Black	1	SomeCollege	Public	Rural	81.311232	66.462645	66.934787	3.186867	0.925473	0.657054	1	1	1	1	0	5	1
16	11	Male	Hispanic	3	SomeCollege	Public	Rural	61.593412	63.447399	72.130223	2.714145	0.868966	1.121531	0	1	1	0	0	5	2
17	12	Female	White	2	HS	Public	City	82.924938	85.456275	75.775464	3.19263	0.936857	1.068721	1	1	0	0	0	3	2
17	12	Male	White	2	HS	Public	Town	64.681686	63.765444	67.63554	2.361865	0.852789	0.87222	0	0	0	0	1	4	2
16	11	Male	Black	1	HS	Public	City	64.481289	66.955368	70.521565	2.683808	0.884584	0.861265	1	1	0	0	1	3	3
15	10	Female	Black	4	SomeCollege	Public	Suburban	67.901525	54.710613	63.335881	2.621592	0.835082	0.593735	1	0	0	0	1	3	1
14	9	Female	Hispanic	2	SomeCollege	Public	Suburban	77.821944	75.014782	70.527386	3.209823	0.877757	0.98253	0	1	0	1	0	4	3
17	12	Male	Asian	4	HS	Public	Suburban	69.565373	73.030876	78.123792	3.014366	0.871902	0.659716	1	0	0	0	1	4	2
14	9	Male	Black	3	SomeCollege	Public	City	71.249472	84.094518	77.959752	2.653001	0.956487	0.695007	1	1	0	0	0	3	2
16	11	Female	Black	3	<HS	Public	City	60.537975	79.565758	67.931697	2.745526	0.888431	0.390582	1	1	0	0	0	2	1
15	10	Female	White	3	HS	Public	Suburban	63.582554	71.895688	69.635099	2.321103	0.84045	0.845255	1	0	1	0	0	2	3
17	12	Female	White	2	Bachelors+	Private	Suburban	93.238232	86.812451	86.198788	3.926923	0.952172	1.550682	1	0	0	1	0	3	2
18	12	Female	White	4	Bachelors+	Private	City	62.564372	68.373067	67.028969	2.351329	0.82859	0.940746	1	1	0	1	1	4	1
18	12	Female	Asian	1	HS	Public	Town	60.35363	70.628449	59.025871	2.217829	0.823765	0.560688	1	0	0	1	1	1	1
14	9	Male	White	1	HS	Public	Suburban	66.60714	60.985125	69.21515	2.842568	0.819862	1.071501	0	0	0	1	0	2	2
17	12	Male	White	4	Bachelors+	Public	City	65.215023	58.8827	55.755645	2.248961	0.827245	0.50647	1	0	0	1	0	4	2
18	12	Male	Black	1	SomeCollege	Public	City	82.963216	84.567636	80.629203	3.054814	0.985651	0.897298	1	0	0	0	1	2	1
17	12	Male	White	2	<HS	Public	Town	72.84348	76.755826	69.266194	2.529404	0.855643	0.482782	0	1	0	0	0	3	2
16	11	Female	White	1	HS	Public	City	79.68538	78.203178	76.084023	4	0.930198	0.365627	1	1	0	1	0	2	1
18	12	Male	Hispanic	1	<HS	Public	Suburban	72.06326	74.380274	67.252463	2.722462	0.850827	0.515606	1	1	0	0	0	2	4
16	11	Male	Hispanic	4	HS	Public	Suburban	62.179726	62.683883	73.927182	2.420886	0.869898	0.589816	1	1	0	1	0	1	2
17	12	Female	Two-or-more	1	<HS	Public	Rural	83.853833	76.781179	71.696787	2.810209	0.91961	0.816418	1	0	0	0	1	3	3
15	10	Female	Hispanic	1	HS	Public	Town	57.750445	52.687036	47.843184	1.961937	0.8003	0.651121	1	0	0	0	0	3	3
15	10	Male	White	1	HS	Public	Rural	78.20894	92.168114	89.175463	3.360018	0.965991	1.250509	1	1	0	0	1	1	3
17	12	Female	White	1	<HS	Public	City	80.116449	64.206363	81.847457	2.74257	0.88642	0.628208	1	1	1	1	0	2	4
18	12	Male	White	4	SomeCollege	Public	City	80.685336	70.919454	71.760481	2.919911	0.935298	1.026225	1	0	0	0	0	2	1
14	9	Female	Black	1	HS	Public	City	71.32912	68.719443	71.28073	2.891628	0.888334	0.521185	0	0	0	0	0	3	2
14	9	Male	Hispanic	3	HS	Public	Town	84.055766	81.895874	81.96813	3.469654	0.951039	0.80733	1	1	0	0	0	4	3
15	10	Male	White	3	SomeCollege	Public	City	59.787133	71.508983	61.556092	2.870143	0.842455	0.226398	1	0	0	0	0	1	2
14	9	Male	Asian	4	Bachelors+	Public	Suburban	73.149033	75.405783	79.880759	3.293049	0.932824	0.423814	1	0	0	1	0	4	1
17	12	Female	Black	4	HS	Public	City	73.650903	75.720811	77.02958	2.699023	0.887897	1.126308	1	0	0	0	0	5	3
17	12	Female	Hispanic	2	<HS	Public	Town	54.97848	57.130285	66.465324	2.484587	0.812665	0.878534	1	0	0	0	1	5	1
18	12	Male	Black	1	HS	Public	Suburban	77.514187	72.234414	71.508565	2.722278	0.905243	1.005155	0	1	1	1	0	3	1
15	10	Male	White	1	<HS	Public	Suburban	79.997425	65.704356	75.367804	2.659659	0.881076	0.340687	1	1	1	0	0	1	2
14	9	Female	White	1	SomeCollege	Public	City	76.067365	94.422154	79.087477	3.318073	0.941573	1.36188	1	1	0	0	1	4	4

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