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
17	12	Female	White	1	HS	Public	Suburban	85.095434	100	82.63519	3.946807	0.966927	0.642405	1	0	0	0	0	3	2
15	10	Male	White	2	Bachelors+	Public	City	65.750925	66.425981	72.356155	2.810278	0.825828	0.228079	1	1	0	0	0	3	4
16	11	Male	Hispanic	2	HS	Public	City	71.25665	73.537859	77.486581	2.575506	0.891325	1.103302	0	0	0	1	0	2	1
14	9	Male	White	4	SomeCollege	Public	Suburban	76.228606	76.931469	93.007579	2.983639	0.930992	0.752877	1	0	1	0	0	4	2
18	12	Male	Hispanic	4	SomeCollege	Public	City	85.316983	74.564297	78.77152	3.14083	0.916669	1.150257	1	1	0	1	0	4	1
14	9	Female	White	3	HS	Public	Suburban	86.200104	85.255259	89.520703	4	0.979504	1.077463	1	1	0	0	0	3	2
17	12	Male	Hispanic	1	HS	Public	Suburban	77.755714	76.266264	86.665738	2.689997	0.958438	0.773665	1	1	0	1	1	3	2
14	9	Male	Two-or-more	1	SomeCollege	Public	City	100	94.417418	89.881083	3.702696	1	1.933317	1	1	0	0	0	5	2
15	10	Male	Two-or-more	1	Bachelors+	Public	Suburban	67.258415	77.71791	75.397805	3.088244	0.884394	1.339306	0	0	0	1	0	3	3
18	12	Male	Hispanic	1	HS	Public	City	58.17205	59.737016	59.614466	1.891776	0.839455	0.658419	0	1	0	0	0	3	2
18	12	Male	White	4	<HS	Public	Rural	53.264518	61.236221	58.675279	2.635293	0.801671	0.759057	1	0	0	0	1	3	1
17	12	Male	White	1	HS	Public	City	69.881008	61.534911	59.637836	2.431558	0.850433	0.666557	1	1	0	0	1	3	3
14	9	Male	White	3	SomeCollege	Private	Town	74.591412	72.434747	80.45309	2.850915	0.895919	1.362095	1	0	0	0	0	4	2
17	12	Female	White	4	Bachelors+	Public	City	83.360277	88.056914	81.661762	3.862579	0.946671	1.123192	1	0	0	1	1	4	1
18	12	Female	White	4	SomeCollege	Public	Rural	63.478344	69.605569	81.829337	2.722892	0.904745	1.124292	1	0	0	0	0	3	2
15	10	Male	White	1	SomeCollege	Public	Suburban	67.311869	58.556265	67.722253	2.502301	0.819076	1.094741	0	0	0	1	0	2	1
15	10	Female	Hispanic	1	HS	Public	Suburban	81.12319	87.320072	88.959891	3.663773	0.944592	1.784741	0	0	0	0	1	3	1
14	9	Female	Black	4	Bachelors+	Public	Suburban	69.867145	62.704809	74.68602	2.677346	0.860641	0.792003	1	0	0	0	0	4	3
18	12	Female	Black	1	<HS	Private	Town	63.671436	74.09384	72.329215	2.843222	0.862252	1.110838	1	1	0	0	0	3	1
17	12	Male	Hispanic	1	HS	Public	Town	58.224877	53.107917	57.28248	2.265246	0.792438	0.747783	0	1	1	1	0	5	3
15	10	Male	Two-or-more	4	HS	Public	City	71.457482	72.118547	75.402865	2.806322	0.885798	1.318975	1	1	0	0	0	1	2
16	11	Female	White	4	Bachelors+	Public	City	71.991532	81.21872	79.574656	3.284323	0.888123	1.280802	1	1	0	0	0	3	3
17	12	Female	Black	2	SomeCollege	Private	Suburban	94.060254	82.091468	85.383403	3.645349	0.982556	1.682931	0	1	0	1	0	4	2
14	9	Male	White	3	SomeCollege	Private	Suburban	66.623698	69.710061	65.914918	2.894378	0.838435	0.912086	1	0	0	1	0	3	2
15	10	Female	Black	1	<HS	Public	Suburban	100	100	100	3.84506	1	1.590768	0	0	0	0	0	2	1
18	12	Female	Hispanic	3	HS	Public	Suburban	66.158856	60.534792	80.640833	2.737152	0.863574	1.022306	1	1	0	1	0	4	2
15	10	Male	Hispanic	2	HS	Public	City	89.964159	81.42638	81.902547	3.973459	0.985608	1.04415	1	0	1	1	0	4	1
18	12	Male	White	1	<HS	Public	City	83.623432	80.192566	78.146045	3.576091	0.938782	0.993619	0	0	0	1	0	5	3
18	12	Male	Black	2	SomeCollege	Private	Rural	66.544826	65.616212	65.374905	2.139479	0.843311	0.424441	1	1	1	1	0	2	3
17	12	Male	White	1	<HS	Public	Suburban	76.749694	70.737669	80.59651	2.871463	0.947208	1.359949	1	0	0	1	0	4	3
18	12	Female	Two-or-more	4	SomeCollege	Public	Town	64.720052	74.798834	75.871955	2.580458	0.864932	1.273499	1	0	0	0	0	3	3
18	12	Male	Hispanic	3	SomeCollege	Public	City	77.37944	79.529559	74.206185	3.033205	0.916587	0.662626	0	0	0	0	0	4	2
18	12	Male	White	2	<HS	Public	Suburban	72.255213	70.734773	78.79192	3.478877	0.915164	0.885518	1	1	1	1	0	3	1
18	12	Female	Two-or-more	2	HS	Public	City	74.097969	82.309599	81.06074	3.358261	0.921776	1.647018	1	1	0	1	0	3	1
14	9	Female	White	3	SomeCollege	Public	Suburban	67.527331	77.22662	77.803997	2.222053	0.925474	1.412969	1	1	0	0	0	3	3
16	11	Female	Hispanic	1	HS	Public	City	82.090064	85.034964	100	3.281551	0.977664	1.254628	1	1	0	0	1	2	2
17	12	Male	Hispanic	4	Bachelors+	Public	Suburban	79.112329	85.943455	90.62224	3.024449	0.953284	1.084078	1	1	0	0	0	2	3
15	10	Male	Hispanic	2	SomeCollege	Public	Suburban	84.228488	91.76004	98.614022	3.626569	0.952351	0.950801	1	0	0	0	0	3	1
18	12	Male	White	2	HS	Private	Suburban	73.352849	84.78847	98.074375	2.948204	0.957956	1.288897	1	0	0	1	0	4	2
15	10	Female	Hispanic	1	HS	Public	Rural	76.77207	72.107598	78.066558	3.27499	0.900141	0.93919	1	1	0	0	0	2	2
14	9	Male	White	3	Bachelors+	Public	Town	60.020861	59.330626	50.507229	2.44	0.796646	0.922811	1	0	0	1	0	4	2
17	12	Female	White	1	HS	Public	Suburban	89.903369	85.366467	85.513242	3.534669	0.961639	1.520873	0	0	1	0	0	3	2
15	10	Female	White	4	SomeCollege	Public	Rural	87.247948	70.181928	74.827553	3.296308	0.930547	0.425911	1	0	0	1	0	2	3
17	12	Male	Two-or-more	3	Bachelors+	Public	Suburban	69.344362	64.686741	66.992041	2.453526	0.87485	0.464123	1	0	0	1	0	4	2
16	11	Male	White	2	<HS	Private	Suburban	83.745681	84.704912	80.482588	3.202679	0.934023	1.636478	1	1	0	0	0	3	1
15	10	Female	White	3	HS	Public	Suburban	57.8658	67.114208	65.481068	3.126264	0.803471	0.941005	1	1	0	0	0	3	2
16	11	Male	Two-or-more	4	SomeCollege	Public	City	70.175368	63.195502	73.902454	2.82766	0.872485	0.7875	1	0	0	0	0	2	1
17	12	Female	Hispanic	4	Bachelors+	Public	Suburban	75.761835	75.529099	70.380382	2.478625	0.853417	0.238497	1	0	0	1	1	5	2
15	10	Male	Hispanic	3	Bachelors+	Public	City	64.090744	70.545751	65.920937	2.882745	0.866715	0.314796	1	1	0	0	0	4	1
16	11	Female	White	4	SomeCollege	Private	Suburban	79.817665	75.018322	68.678053	1.980342	0.886301	1.112961	1	1	0	1	0	1	2
16	11	Female	Black	1	SomeCollege	Public	Rural	75.963773	80.901461	78.876937	2.701084	0.914396	1.396179	0	0	0	0	0	4	3
17	12	Male	White	4	Bachelors+	Public	City	54.942525	70.844876	71.806766	2.478674	0.859665	0.947152	1	0	0	0	0	3	3
16	11	Male	Hispanic	3	SomeCollege	Public	City	64.400709	69.915106	63.894042	2.882149	0.85488	0.717181	1	0	0	0	0	4	2
17	12	Male	Black	2	HS	Public	Suburban	78.431291	73.020864	78.572543	2.874794	0.894295	0.5755	1	1	0	0	0	4	2
14	9	Male	White	4	SomeCollege	Public	Town	80.262919	87.115271	77.334885	2.939213	0.921178	1.444458	1	0	0	1	0	3	2
18	12	Female	Hispanic	1	SomeCollege	Public	Suburban	78.668869	83.828936	77.893896	3.558821	0.931874	1.024645	1	1	0	0	1	1	2
15	10	Male	Hispanic	2	Bachelors+	Public	City	65.06606	75.82267	63.627378	2.653447	0.843314	0.535145	1	0	1	1	0	4	3
15	10	Male	Hispanic	1	SomeCollege	Public	Suburban	64.988444	74.777843	65.548148	2.99164	0.86147	1.016153	0	1	1	1	1	2	2
17	12	Female	White	3	HS	Public	City	67.570364	66.419991	67.576196	2.698094	0.885888	0.659618	1	1	0	1	0	4	2
17	12	Female	White	1	HS	Private	Suburban	86.54863	86.982038	74.585936	3.841929	0.950479	1.763596	1	1	0	0	0	4	2
18	12	Female	White	3	SomeCollege	Public	Rural	82.98846	74.521628	80.669525	3.045576	0.918466	0.941525	1	1	0	1	1	3	1
14	9	Female	White	3	<HS	Public	Suburban	71.612674	73.514828	66.969504	2.538013	0.865282	1.12597	0	1	0	0	0	3	2
15	10	Male	Black	1	HS	Public	City	63.522283	63.267049	61.650303	2.620526	0.808598	0.993902	1	0	1	1	0	4	3
15	10	Female	Two-or-more	3	HS	Public	City	73.362508	67.49114	66.656749	3.376056	0.855483	0.662652	1	0	0	0	0	2	2
16	11	Male	White	4	SomeCollege	Private	City	71.448647	74.926825	72.642474	2.507063	0.865622	0.573899	1	0	1	1	0	3	4
17	12	Female	Black	2	HS	Public	City	81.131329	84.918058	76.115371	3.050461	0.922936	1.49903	1	0	0	0	0	2	2
16	11	Male	Hispanic	2	SomeCollege	Public	City	71.208793	79.089612	77.2224	3.454348	0.900216	1.408631	0	0	0	0	0	5	2
14	9	Male	Asian	2	HS	Public	Suburban	77.600776	70.452127	86.9075	3.588328	0.918846	0.640187	1	1	0	0	0	4	3
15	10	Male	White	2	SomeCollege	Public	Rural	80.727111	80.660687	87.539346	3.612174	0.925909	1.23155	1	0	0	1	0	4	1
18	12	Male	White	3	<HS	Public	Town	62.996793	64.966	67.697815	3.000412	0.84144	0.742436	0	1	0	0	0	4	3
14	9	Female	Hispanic	2	HS	Public	City	89.649389	88.438892	92.458803	3.787476	0.987617	1.536396	1	1	1	0	0	2	2
15	10	Male	Hispanic	4	SomeCollege	Public	City	63.134934	63.627371	62.309187	3.053902	0.852141	0.539249	1	0	0	1	1	4	2
14	9	Female	White	1	Bachelors+	Public	City	72.795615	56.994453	70.381288	2.760285	0.844967	0.893778	1	1	1	1	0	1	3
17	12	Female	White	4	SomeCollege	Private	Suburban	70.416132	72.662602	66.561142	2.970493	0.870744	0.500654	1	0	0	0	0	4	1
17	12	Female	Hispanic	1	HS	Public	City	69.669772	77.444446	70.257013	2.835186	0.905592	1.176402	1	1	0	1	0	4	1
16	11	Male	Hispanic	4	SomeCollege	Public	Suburban	95.166446	86.834304	86.832604	3.386547	1	1.026525	1	1	0	1	1	1	1
14	9	Female	Other	4	SomeCollege	Public	City	80.440619	84.50892	93.340902	3.745388	0.958387	1.499507	1	1	0	1	0	3	2
17	12	Female	Hispanic	4	Bachelors+	Public	City	98.659663	90.420368	94.247536	3.310379	1	1.623181	1	0	0	0	0	4	1
16	11	Male	White	1	<HS	Public	Suburban	68.47068	72.813491	72.092369	2.714159	0.867441	0.255706	1	0	0	0	1	3	2
14	9	Female	Other	4	SomeCollege	Public	City	73.35519	71.92681	78.328278	2.749038	0.907867	0.990656	1	1	0	0	0	3	1
15	10	Female	White	3	Bachelors+	Public	Rural	92.709657	84.534026	92.028595	3.977889	0.969631	1.726416	1	0	0	0	0	3	3
17	12	Female	Black	3	SomeCollege	Private	Town	100	100	100	4	1	1.470076	1	1	0	1	0	5	1
14	9	Female	White	1	<HS	Public	Rural	80.521905	76.802173	72.901408	3.110858	0.893314	0.94914	1	0	0	0	1	3	2
17	12	Male	Hispanic	2	SomeCollege	Public	Rural	67.467963	76.88405	69.183081	2.817766	0.891455	0.643454	1	0	0	0	0	5	2
15	10	Male	Black	2	SomeCollege	Public	Rural	76.386639	75.764242	74.069207	3.148589	0.895079	0.964875	0	1	0	1	1	2	3
14	9	Female	Other	1	HS	Public	City	82.837678	73.669092	81.404369	3.12502	0.874027	1.422134	1	0	0	0	0	4	1
16	11	Female	White	4	Bachelors+	Public	City	67.789562	79.854862	69.570047	2.827263	0.887532	0.713649	1	1	0	1	0	2	2
17	12	Male	Hispanic	2	Bachelors+	Public	Suburban	93.279467	98.375329	100	3.386294	1	1.51644	1	1	0	1	0	1	3
18	12	Male	White	3	SomeCollege	Public	Rural	72.556352	77.83939	73.334703	2.713824	0.916475	0.899628	1	0	1	1	0	5	2
14	9	Male	Two-or-more	3	Bachelors+	Private	Suburban	95.873794	92.168167	94.361082	4	0.95107	1.625068	1	1	1	1	0	2	2
17	12	Female	White	1	Bachelors+	Public	City	73.171966	79.792263	75.838229	2.862236	0.950313	1.127574	1	1	1	0	1	4	4
16	11	Male	White	3	HS	Private	Suburban	73.543522	72.300468	68.664918	2.816133	0.925269	1.511842	1	0	0	0	0	4	2
16	11	Male	White	2	HS	Public	Suburban	73.94102	64.881717	62.779999	2.614526	0.858222	1.0756	0	1	0	0	0	3	1
14	9	Male	Black	2	<HS	Public	Rural	80.402149	76.895553	73.606272	3.065448	0.895373	1.056232	1	0	0	0	0	3	1
14	9	Female	White	1	HS	Public	Town	64.508306	69.311889	81.90864	2.859092	0.902966	1.566836	1	1	0	1	0	2	2
17	12	Female	Hispanic	3	<HS	Public	City	78.881775	66.402863	67.942677	2.681004	0.914603	0.869312	0	1	0	0	1	5	1
16	11	Male	Hispanic	2	HS	Public	Rural	79.542839	91.963054	84.72533	3.341995	0.965768	0.742462	1	0	0	1	1	3	4
17	12	Male	White	2	<HS	Public	Suburban	82.544401	78.573083	76.167185	3.055001	0.941202	0.865714	1	1	1	0	1	2	2
17	12	Male	White	1	<HS	Public	Rural	78.859325	82.334665	71.331354	2.986244	0.941496	0.963003	1	0	1	0	0	4	4
15	10	Male	Hispanic	1	<HS	Public	Suburban	77.038411	77.947381	74.973799	2.939525	0.910445	0.339842	1	1	0	0	0	3	2

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