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
15	10	Female	Black	1	<HS	Public	Suburban	77.344593	62.822549	68.87496	2.28229	0.859287	0.723942	1	0	0	1	0	3	1
17	12	Female	White	2	SomeCollege	Public	City	70.857998	82.013591	70.727882	2.79679	0.88819	0.598875	1	0	1	1	0	3	3
17	12	Female	White	2	SomeCollege	Public	City	99.609656	87.452702	93.420427	3.600948	1	1.644951	1	1	0	0	1	3	1
14	9	Male	White	4	SomeCollege	Public	City	66.782009	69.064855	66.982647	2.57956	0.869298	0.397364	1	1	0	1	0	2	3
16	11	Male	White	3	HS	Public	Rural	73.044281	71.010436	71.022555	2.782611	0.875093	1.131135	1	0	1	0	0	5	3
15	10	Female	White	4	HS	Public	City	64.709564	70.81623	66.521454	2.535733	0.878403	0.219436	1	1	0	0	0	4	3
18	12	Female	White	4	Bachelors+	Public	City	96.687091	80.649688	86.506782	3.548313	0.957298	1.414921	1	1	0	1	0	3	2
15	10	Male	White	2	Bachelors+	Public	City	66.41616	66.427658	74.341021	2.707256	0.836092	1.027278	1	0	0	0	0	2	3
16	11	Female	White	1	HS	Public	Suburban	75.624265	71.701186	83.569118	3.062937	0.908333	0.955023	1	1	1	1	0	4	1
17	12	Male	Hispanic	4	<HS	Public	Suburban	86.074125	75.026845	76.581437	3.166106	0.911007	1.498544	1	1	0	1	0	4	2
14	9	Male	Black	2	SomeCollege	Public	City	81.128097	89.672411	83.308192	2.929388	0.976959	1.084919	1	0	0	1	0	4	2
14	9	Male	Hispanic	1	<HS	Public	Suburban	68.891284	83.485451	77.230699	2.684201	0.911567	0.99318	1	1	0	0	0	5	2
15	10	Male	White	4	Bachelors+	Public	City	77.668491	69.889827	78.329907	2.517061	0.889833	0.188244	1	1	0	1	1	2	4
17	12	Male	Black	4	Bachelors+	Private	Town	63.376008	67.925974	72.550089	2.87095	0.825377	0.44115	1	1	0	1	1	4	2
18	12	Female	White	2	<HS	Public	Suburban	84.418487	79.320269	79.330663	3.403247	0.948343	1.325749	1	0	0	1	0	3	2
17	12	Female	Two-or-more	4	Bachelors+	Public	City	69.757833	74.049284	73.776769	2.684528	0.892335	0.285765	1	0	1	1	0	4	1
18	12	Male	White	1	HS	Public	Rural	73.187619	74.282236	81.268597	2.966058	0.909213	0.563446	0	0	0	0	0	2	1
14	9	Female	Hispanic	4	Bachelors+	Public	City	62.488875	59.755961	67.156253	2.786096	0.839057	0.916993	1	0	0	0	0	3	4
15	10	Female	White	4	Bachelors+	Public	Rural	66.667436	63.913963	62.719462	2.592232	0.835855	0.910099	1	0	1	1	1	1	1
16	11	Male	White	3	Bachelors+	Public	Suburban	57.336059	60.950249	54.969108	2.820401	0.840794	0	1	0	0	0	0	4	1
15	10	Female	Two-or-more	4	Bachelors+	Public	Suburban	85.201652	83.522951	76.798157	3.220178	0.944539	1.797565	1	1	0	1	0	3	3
14	9	Female	Two-or-more	2	HS	Public	City	81.175288	72.244902	76.240064	3.022395	0.905861	1.39848	0	0	0	0	0	3	3
16	11	Male	Hispanic	2	HS	Public	Rural	75.169028	90.202828	97.550136	3.080744	0.961334	1.187911	1	1	0	1	0	2	4
18	12	Male	Hispanic	2	HS	Public	Suburban	60.528714	68.204599	75.909233	2.737068	0.887225	1.269336	1	1	1	1	0	2	3
16	11	Male	Black	1	HS	Public	Rural	71.829276	75.987913	65.526088	2.855564	0.847886	0.874522	1	1	0	0	0	4	1
18	12	Male	Black	2	HS	Public	Suburban	71.618228	75.309463	73.453098	2.61801	0.901508	1.252391	1	0	0	0	0	3	2
14	9	Male	White	1	<HS	Private	Rural	78.839486	82.381975	82.055044	3.097331	0.922683	0.703877	0	0	0	0	1	1	1
15	10	Female	White	4	SomeCollege	Public	City	70.298929	72.026105	74.335766	3.394292	0.901007	0.748051	1	1	1	0	0	4	2
14	9	Female	White	4	Bachelors+	Public	City	74.652718	87.680201	78.517037	3.127899	0.880624	1.284972	1	1	0	0	0	5	2
17	12	Male	Black	2	SomeCollege	Public	Rural	75.026731	83.035235	87.814557	3.430393	0.930389	1.397684	0	1	0	0	1	3	3
14	9	Female	Hispanic	3	Bachelors+	Public	City	88.662536	84.975743	87.916672	2.809511	0.960238	1.393826	1	1	0	1	0	5	1
14	9	Male	White	4	Bachelors+	Public	Suburban	87.060752	83.58327	84.181616	3.307585	0.942821	0.800284	1	0	0	0	1	3	2
15	10	Female	White	2	Bachelors+	Public	Suburban	79.225231	83.807769	79.239719	3.282753	0.936257	1.447486	1	0	0	1	0	2	2
16	11	Male	Hispanic	4	Bachelors+	Public	Rural	74.254285	85.708335	92.444527	3.273915	0.930903	1.289463	1	0	0	1	0	1	2
14	9	Female	Hispanic	2	SomeCollege	Public	Suburban	61.010191	60.434509	56.748653	1.608455	0.826683	0.917109	1	1	0	0	0	5	3
16	11	Male	White	4	SomeCollege	Private	Suburban	65.614626	76.754507	74.982154	3.006805	0.906041	0.773069	1	1	0	1	0	1	2
15	10	Female	White	3	HS	Public	Rural	79.133432	81.791207	83.974139	3.501713	0.945904	1.410785	1	0	0	0	1	3	3
14	9	Male	Asian	1	HS	Public	Suburban	67.266697	69.236761	63.675478	2.149744	0.849352	0.896739	1	0	0	1	0	2	1
16	11	Female	White	1	<HS	Public	Suburban	69.372118	67.676482	68.106754	2.377468	0.89335	0.631304	1	1	0	0	0	4	2
14	9	Female	White	1	<HS	Public	Suburban	70.117162	71.111371	79.109504	2.593379	0.897622	0.668369	0	1	0	1	0	2	1
18	12	Male	Hispanic	2	<HS	Public	Rural	82.963348	78.874855	82.679651	3.143603	0.903011	1.178119	1	0	0	0	0	3	2
18	12	Male	White	4	SomeCollege	Public	City	72.72126	65.088569	73.328242	2.383557	0.881463	1.260973	1	0	1	1	1	3	2
15	10	Female	Hispanic	1	Bachelors+	Public	Suburban	70.728093	69.83992	65.587477	2.975761	0.87275	0.853206	0	0	0	1	0	3	1
15	10	Male	Hispanic	2	SomeCollege	Public	City	85.81284	85.121925	77.723396	3.42888	0.964309	1.505702	1	1	0	1	0	5	2
18	12	Female	Black	4	Bachelors+	Public	City	66.083304	80.033337	78.295105	2.87315	0.918603	1.166126	1	1	1	0	0	1	1
17	12	Male	Hispanic	2	HS	Public	Town	73.025361	84.603451	77.624811	2.820864	0.92021	1.934136	1	1	0	0	1	3	1
14	9	Female	Black	2	HS	Public	Suburban	71.144644	66.653621	56.994026	2.651489	0.820761	0.700069	1	0	0	0	0	4	3
17	12	Male	White	1	HS	Public	Suburban	83.212282	85.212363	84.511355	3.173492	0.920903	0.985488	0	0	0	0	0	3	1
18	12	Female	White	4	Bachelors+	Private	City	65.911656	68.831757	67.862378	2.52946	0.838532	0.735724	1	1	0	1	0	2	2
14	9	Female	White	3	SomeCollege	Public	City	68.930095	64.198334	64.155737	2.590598	0.862702	1.206979	1	0	0	0	0	3	3
14	9	Male	Asian	2	<HS	Public	Suburban	68.096384	60.623278	61.438874	2.231485	0.852048	0.745279	1	1	1	0	0	2	3
17	12	Male	Asian	1	HS	Public	City	53.777685	66.348603	67.79176	2.450758	0.87219	0.903184	1	0	0	1	1	4	3
16	11	Male	White	4	SomeCollege	Public	City	86.146129	86.386158	79.363199	3.491795	0.959298	1.512323	1	1	0	0	1	2	2
15	10	Female	White	3	HS	Public	City	87.632125	76.332539	87.988046	3.232439	0.969526	0.971406	1	0	0	0	0	4	2
17	12	Female	Hispanic	2	SomeCollege	Public	Town	81.025541	72.958904	75.381945	3.043736	0.933293	1.132423	1	0	0	1	0	3	3
16	11	Female	Hispanic	2	SomeCollege	Public	City	73.89254	86.931199	79.121817	3.448675	0.92941	1.513104	1	1	0	1	0	3	1
15	10	Male	White	1	HS	Public	Town	64.486654	80.888209	78.69887	3.005398	0.938591	0.816228	1	1	0	1	0	5	2
15	10	Female	Black	3	SomeCollege	Public	Town	85.622138	67.334246	73.406833	2.756611	0.897889	1.075685	0	0	0	0	0	3	1
17	12	Female	White	2	SomeCollege	Public	Rural	74.704612	77.167278	75.776632	2.906531	0.890553	1.097545	0	1	1	1	1	3	1
18	12	Female	White	1	HS	Private	Rural	58.804789	74.693294	71.951205	2.957311	0.835624	1.103479	0	0	0	0	1	4	2
15	10	Female	Hispanic	3	Bachelors+	Public	Rural	84.627393	77.197576	75.453452	3.29603	0.919708	1.017681	1	0	0	0	0	4	3
16	11	Female	Hispanic	4	HS	Public	Rural	64.761693	63.480022	51.132062	2.697498	0.835771	0.379082	1	0	0	1	0	3	2
14	9	Female	White	4	SomeCollege	Private	Suburban	75.56969	78.435523	84.446601	3.482573	0.896004	1.752972	1	1	0	0	0	3	1
14	9	Female	Black	2	HS	Private	Suburban	87.150704	75.760813	77.51132	3.330209	0.941416	0.608436	1	0	0	0	0	3	4
15	10	Female	Hispanic	2	HS	Public	Suburban	68.068634	77.43225	89.839453	2.776541	0.896512	1.030652	1	1	0	1	0	3	2
15	10	Female	Black	4	Bachelors+	Public	Suburban	72.306832	62.345106	72.435835	2.803666	0.86986	0.763773	1	0	0	1	0	1	1
15	10	Female	Hispanic	2	<HS	Public	Suburban	63.918067	82.014414	79.222732	2.366009	0.896635	1.141281	1	1	0	0	0	3	2
16	11	Male	White	4	HS	Public	Suburban	75.87232	71.793263	81.637942	3.097895	0.9208	1.110859	1	1	0	0	0	3	2
18	12	Male	Black	3	Bachelors+	Public	Suburban	72.282599	65.786815	67.065155	2.949377	0.835784	1.083342	1	0	1	1	1	3	2
17	12	Male	Black	3	<HS	Public	Rural	65.393204	76.430508	56.476049	2.429773	0.849339	0.319574	1	0	0	0	0	4	2
16	11	Male	White	2	<HS	Public	Suburban	77.003572	88.479108	90.040031	3.774543	0.988573	0.952511	1	1	0	0	0	2	2
15	10	Male	Hispanic	3	SomeCollege	Public	Suburban	74.694974	76.293886	69.125582	3.287793	0.903644	0.479452	1	1	0	1	0	2	3
18	12	Male	White	3	SomeCollege	Public	Suburban	72.873387	72.265756	66.53575	3.044588	0.875501	0.723873	1	1	0	1	0	3	3
15	10	Male	White	4	Bachelors+	Public	Suburban	95.32614	89.496839	98.220763	3.728025	1	1.759737	1	0	1	1	0	4	3
18	12	Male	Black	4	Bachelors+	Private	Suburban	63.749879	71.093447	72.025714	2.739457	0.878426	1.133448	1	0	0	1	0	2	3
18	12	Female	Black	2	<HS	Public	City	76.32587	77.234803	79.306326	2.974892	0.933831	0.630625	1	1	0	0	0	2	1
18	12	Male	White	4	Bachelors+	Public	Suburban	74.273015	75.228964	70.887329	2.694981	0.86577	1.214973	1	0	1	1	0	4	2
15	10	Male	White	3	SomeCollege	Public	City	81.648672	82.472553	85.177694	3.878249	0.969031	1.173801	1	1	0	1	0	2	2
17	12	Male	Black	2	HS	Public	City	59.989696	57.048777	67.521528	2.344924	0.805044	0.353904	1	1	1	0	0	4	1
18	12	Female	Hispanic	2	HS	Public	Suburban	61.225049	64.02492	64.172848	2.190482	0.860055	0.329007	1	0	1	0	0	3	3
16	11	Male	Hispanic	1	HS	Public	City	66.123817	54.9231	67.055832	2.43593	0.821505	0.556912	1	0	0	1	0	2	1
14	9	Male	Asian	4	SomeCollege	Public	Town	61.774293	70.999802	64.875781	2.688828	0.838263	1.057446	1	1	0	1	0	2	3
15	10	Male	White	3	SomeCollege	Private	Suburban	79.181176	75.480396	80.105833	3.145036	0.919776	1.397493	1	0	0	1	0	4	2
18	12	Female	Hispanic	4	Bachelors+	Private	Town	71.599514	81.207983	78.034527	3.402328	0.918087	1.439873	1	1	0	1	1	3	1
18	12	Male	White	1	<HS	Public	City	91.895229	84.361985	89.059633	3.421218	0.973283	1.584235	1	1	1	1	0	5	1
15	10	Male	White	4	Bachelors+	Private	City	71.122299	72.873212	66.205995	2.584725	0.909129	1.191092	1	1	1	1	0	2	2
18	12	Male	Hispanic	4	SomeCollege	Public	Suburban	91.231075	85.072201	79.18723	3.615709	0.970964	1.302719	1	0	0	1	1	3	2
15	10	Female	White	1	HS	Public	Town	87.492795	78.431422	74.964418	3.100465	0.926648	1.336047	0	1	0	1	0	2	1
16	11	Male	Black	4	SomeCollege	Public	City	89.973901	87.370791	96.729118	3.145692	0.966968	1.195758	1	0	0	0	0	4	1
17	12	Male	Black	1	HS	Public	Suburban	82.209106	87.112665	87.476618	3.586344	0.943309	1.070177	1	1	1	0	0	2	1
16	11	Male	Hispanic	1	<HS	Public	Suburban	63.440495	80.879334	69.623283	3.20815	0.852478	0.263233	0	1	0	0	0	3	1
17	12	Female	White	1	HS	Public	Rural	70.102238	77.421821	62.599803	2.611354	0.853578	0.416231	1	1	0	0	1	3	1
14	9	Female	White	1	HS	Private	City	73.500634	80.085268	86.512715	2.752598	0.929348	0.885499	1	0	0	1	0	2	2
15	10	Male	Black	1	<HS	Public	City	77.723208	81.620899	80.53271	3.258353	0.941546	1.340802	0	1	0	0	1	4	1
15	10	Male	White	4	SomeCollege	Public	Suburban	77.167988	79.569757	74.077226	3.007452	0.910259	1.000895	1	1	0	0	0	2	3
16	11	Female	White	4	Bachelors+	Public	City	63.37604	62.178951	76.179594	2.557589	0.859994	0.830105	1	0	1	1	0	3	1
14	9	Female	White	3	HS	Public	Suburban	72.962528	76.9165	70.867742	3.178541	0.90985	0.96422	1	1	1	1	1	2	1
16	11	Male	Hispanic	3	Bachelors+	Public	Suburban	62.819905	67.223514	69.552903	2.881456	0.843215	0.583774	1	1	0	1	0	5	3
18	12	Female	White	1	HS	Public	Suburban	72.474071	68.40207	69.33705	3.07357	0.90855	1.523926	1	1	0	0	0	5	2
17	12	Male	White	4	Bachelors+	Public	City	67.298982	67.276719	58.964404	2.68314	0.830082	0.441598	1	0	0	1	0	2	4

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