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	4	SomeCollege	Public	Rural	75.096128	67.253035	79.106496	2.451038	0.889016	0.634299	1	1	0	0	0	3	2
14	9	Female	Asian	3	Bachelors+	Public	Rural	80.106387	87.414743	82.23786	3.897484	0.930036	1.311799	1	0	1	1	0	1	3
18	12	Male	White	2	SomeCollege	Public	Suburban	74.74654	82.987995	73.790777	3.001331	0.891799	1.146916	1	0	1	0	0	3	2
18	12	Female	Hispanic	1	HS	Public	Suburban	80.180965	75.199234	75.716494	3.419811	0.900635	0.592517	1	1	1	1	0	1	2
18	12	Female	Hispanic	1	HS	Public	Rural	65.877089	75.097577	69.65809	3.134594	0.865266	1.018583	0	0	0	0	0	4	1
14	9	Male	White	1	HS	Public	Rural	78.857044	69.190406	70.84076	3.442347	0.882419	1.159477	1	1	0	1	0	1	3
17	12	Female	White	3	SomeCollege	Public	Rural	75.994921	69.120079	61.897618	2.960334	0.864451	0.530099	1	1	1	0	0	4	1
18	12	Female	Black	1	SomeCollege	Public	Rural	81.506651	85.720246	89.197735	3.44473	0.942943	1.313854	0	0	0	1	0	3	2
14	9	Male	Hispanic	3	SomeCollege	Public	Suburban	77.616865	69.380814	85.464749	3.239929	0.911518	1.190351	1	1	0	1	0	4	2
16	11	Male	Hispanic	1	HS	Public	Town	75.866067	66.744	77.216452	2.941873	0.902741	0.97182	1	1	1	0	1	4	1
16	11	Female	White	2	SomeCollege	Public	City	84.703956	87.022779	75.820863	3.473425	0.957558	1.35102	0	1	0	1	0	5	2
16	11	Male	Black	1	HS	Public	Rural	75.491872	66.171264	61.699298	3.039167	0.894506	0.85348	1	0	0	0	0	2	3
18	12	Male	Hispanic	4	SomeCollege	Public	City	62.396294	70.175621	74.178627	2.797202	0.886399	0.857365	1	0	1	0	0	3	3
17	12	Female	White	1	HS	Public	Suburban	72.452686	71.607384	63.496187	3.13753	0.850383	1.133749	0	1	1	0	0	2	2
16	11	Male	White	1	HS	Public	Suburban	65.185522	75.374605	62.013671	2.766042	0.888742	1.16659	1	1	0	0	1	4	3
16	11	Female	Black	2	HS	Public	Rural	63.340107	70.858675	71.896168	2.282044	0.878565	0.698993	1	0	0	0	0	2	1
16	11	Female	White	2	HS	Public	Suburban	90.915215	88.087293	85.326608	3.398633	0.962747	0.988014	1	0	0	0	0	3	2
15	10	Female	Black	3	SomeCollege	Public	Suburban	72.026229	74.057015	73.737693	2.48714	0.897416	1.148591	0	0	0	1	0	4	1
16	11	Male	White	4	<HS	Private	Suburban	75.582539	83.010116	78.383455	2.885275	0.912572	0.414552	1	1	1	0	0	3	3
14	9	Male	Two-or-more	4	HS	Private	Suburban	78.824084	83.175584	83.091293	3.277817	0.931911	1.262301	1	0	0	0	0	2	1
14	9	Male	White	4	Bachelors+	Public	Rural	80.445209	79.796272	82.993158	3.679348	0.894415	1.380888	1	1	0	1	0	5	2
14	9	Female	White	3	SomeCollege	Public	Town	79.951554	86.299251	92.307577	3.557972	0.947557	1.291975	0	1	0	0	0	3	4
15	10	Female	Hispanic	4	SomeCollege	Public	Town	71.221233	75.998946	74.013741	2.875173	0.903045	0.939706	1	1	0	1	0	4	3
16	11	Male	White	4	HS	Private	City	59.470745	55.472277	70.271144	2.265112	0.88636	0.767639	1	1	1	0	0	1	1
15	10	Male	White	4	<HS	Public	Suburban	51.232047	58.649807	53.777841	2.703259	0.773856	0.352035	1	0	0	0	0	2	3
18	12	Female	Hispanic	4	SomeCollege	Public	Suburban	85.194066	83.425844	92.438911	3.352132	0.964235	1.796153	1	0	0	1	0	3	2
17	12	Female	Hispanic	3	SomeCollege	Public	Suburban	72.293174	82.206071	81.388223	3.013571	0.895581	1.322722	1	0	1	1	0	4	1
14	9	Male	Hispanic	2	<HS	Public	Suburban	69.624618	67.192198	68.861323	2.396357	0.846775	0.742768	1	1	0	0	0	2	1
18	12	Female	Two-or-more	4	SomeCollege	Public	Suburban	58.893822	70.895722	67.457095	2.247852	0.807885	0.949639	1	0	1	0	0	1	2
16	11	Male	Two-or-more	1	<HS	Public	City	80.821734	77.234362	78.470979	3.610238	0.930553	1.359932	1	1	1	0	0	2	1
15	10	Male	White	3	Bachelors+	Public	Suburban	95.692025	84.819074	90.404077	4	0.98963	1.700087	1	1	1	1	0	3	3
17	12	Female	White	1	<HS	Public	Suburban	69.348122	67.128358	68.375365	2.509295	0.918466	0.792633	1	0	1	1	1	3	3
15	10	Male	Black	4	HS	Public	Rural	60.740111	65.603179	54.25187	2.280057	0.780201	0.680928	1	1	0	1	0	4	1
15	10	Female	Hispanic	2	HS	Public	Town	76.662839	82.993016	70.218655	2.793064	0.90396	1.452453	1	1	0	0	0	3	3
14	9	Male	Black	3	SomeCollege	Public	Suburban	82.179512	74.833217	70.811234	3.115566	0.884365	1.572577	1	1	1	1	0	5	2
16	11	Female	Hispanic	1	SomeCollege	Public	Rural	74.228138	65.151412	71.285783	2.599204	0.857185	1.115503	1	0	0	0	0	5	1
18	12	Female	Hispanic	4	SomeCollege	Private	Town	77.729411	75.233066	74.944984	3.020061	0.938322	1.196157	1	1	0	0	0	2	2
14	9	Male	Hispanic	2	HS	Public	City	77.61935	73.19756	71.063471	3.366821	0.896202	0.8873	1	0	0	0	0	1	4
16	11	Female	Black	3	SomeCollege	Public	Suburban	71.567183	70.904493	65.350713	2.839236	0.890403	0.551366	0	0	0	1	1	2	2
18	12	Female	White	2	HS	Public	Rural	54.472871	65.963006	46.722584	2.049194	0.765989	0.169347	0	1	1	0	0	3	1
17	12	Male	White	2	HS	Public	Rural	82.625016	79.410766	80.737817	3.398047	0.944144	1.14024	1	1	1	0	1	4	3
14	9	Female	White	2	HS	Public	Rural	76.099665	78.169021	78.447266	3.050927	0.91715	1.649368	0	1	0	1	0	4	1
15	10	Male	Hispanic	1	HS	Public	City	64.400284	72.408153	67.408399	2.73223	0.868625	0.924575	1	1	0	0	0	3	2
17	12	Female	White	3	SomeCollege	Public	Suburban	70.266879	67.514122	71.162221	2.669767	0.886137	0.544702	1	0	0	1	0	3	2
16	11	Female	Black	3	HS	Public	Rural	63.695127	79.04558	78.703604	2.833051	0.934203	1.302291	1	0	0	1	0	4	2
16	11	Male	Other	2	Bachelors+	Public	Suburban	67.764571	70.822819	63.689893	2.593551	0.875714	1.143635	1	0	0	1	0	5	2
14	9	Female	White	4	SomeCollege	Public	Suburban	61.866681	65.416075	67.447697	2.508297	0.85379	0.846753	1	0	0	0	0	3	3
17	12	Male	White	4	Bachelors+	Public	Suburban	86.864721	83.570984	74.879215	3.395252	0.94889	1.380502	1	1	0	0	0	4	1
14	9	Male	White	1	HS	Public	Suburban	67.419573	82.582234	91.191757	2.975029	0.908257	0.974457	1	0	1	1	0	2	2
17	12	Male	Two-or-more	3	HS	Private	Suburban	73.712801	67.801139	64.95622	2.909687	0.859612	1.306356	1	1	0	0	0	3	2
18	12	Female	White	2	HS	Public	Rural	77.666658	81.781913	82.154163	3.425523	0.921351	1.462931	1	1	0	1	0	3	2
17	12	Male	White	2	HS	Public	City	58.42598	66.307418	60.041533	2.59781	0.823975	1.09019	1	1	0	0	0	5	2
16	11	Male	White	2	HS	Public	Rural	69.981236	73.140443	60.287047	2.49211	0.817001	0.734081	1	1	0	1	1	2	3
16	11	Male	White	3	SomeCollege	Public	Rural	81.474653	73.383663	77.990916	3.552382	0.910833	0.522968	1	0	1	1	1	3	1
17	12	Male	White	2	SomeCollege	Public	Suburban	71.921571	74.154918	82.609246	2.949821	0.883729	1.361153	1	1	0	1	0	3	1
15	10	Female	Hispanic	4	Bachelors+	Public	City	49.787365	68.944016	65.814646	2.450713	0.83558	0.64839	1	1	0	1	0	5	3
14	9	Male	White	4	<HS	Public	Rural	71.394264	68.956144	73.861503	2.774436	0.885376	0.853508	1	0	0	0	0	3	2
16	11	Male	Hispanic	4	Bachelors+	Public	Suburban	73.145883	69.959853	79.926251	2.885994	0.942387	1.678076	1	1	0	1	0	2	2
16	11	Female	White	2	HS	Public	Suburban	79.736229	66.639093	71.250175	3.520521	0.874637	0.654116	1	0	0	0	1	2	4
17	12	Female	White	2	HS	Public	Suburban	69.433079	71.780715	62.9593	2.945378	0.891517	0.539409	1	0	0	0	0	2	1
18	12	Male	Black	2	SomeCollege	Private	Rural	80.257641	87.295735	89.884615	3.290873	0.944119	1.113592	0	1	1	0	0	1	1
18	12	Male	White	2	HS	Public	City	58.937331	71.889679	68.994442	2.375589	0.864808	0.764303	0	0	0	1	1	3	2
15	10	Female	White	2	HS	Public	Suburban	69.715295	65.403705	80.329352	2.638694	0.884933	1.033658	1	0	0	1	0	2	4
16	11	Female	White	3	HS	Private	Suburban	81.932302	70.641278	74.611475	2.593246	0.926012	0.74385	1	0	0	0	0	2	2
14	9	Male	Hispanic	2	SomeCollege	Public	City	86.735443	76.907306	82.176309	3.144744	0.949704	1.349843	1	0	1	0	0	3	4
14	9	Female	Black	4	<HS	Private	City	86.735219	92.969667	96.380714	3.77067	0.987374	1.676999	1	0	0	1	0	5	2
14	9	Female	Hispanic	2	SomeCollege	Private	Rural	79.078517	70.189113	62.908032	3.591973	0.917255	0.836929	1	1	0	1	0	4	4
15	10	Female	Two-or-more	1	<HS	Public	Rural	64.471698	77.993006	65.519306	2.459777	0.874903	0.777023	1	0	0	0	0	2	1
17	12	Female	White	3	Bachelors+	Public	Town	59.256432	68.864043	64.850282	3.089252	0.858551	0.313138	1	1	0	1	0	2	1
14	9	Female	Two-or-more	1	HS	Public	City	73.219115	73.384525	70.988437	2.840665	0.879726	0.466118	1	0	0	0	0	4	3
14	9	Male	Hispanic	2	SomeCollege	Public	City	76.697617	68.361836	78.096072	3.348635	0.913135	1.389468	1	1	1	1	0	2	1
15	10	Male	Hispanic	4	SomeCollege	Public	City	55.371646	52.463095	48.030053	2.380763	0.764292	0.131315	1	0	1	0	0	3	2
14	9	Male	White	4	Bachelors+	Private	Rural	86.7238	88.903644	81.411956	3.411996	0.964735	1.242221	1	1	1	1	1	4	1
18	12	Female	Hispanic	1	HS	Public	Town	94.102482	91.577877	86.946388	3.645719	0.94378	1.285613	1	0	0	0	1	4	1
17	12	Male	White	1	HS	Public	Rural	82.542061	67.290043	72.776609	2.968253	0.892064	1.46137	1	0	0	0	0	2	3
15	10	Male	White	4	Bachelors+	Public	Suburban	83.999031	72.251242	80.230056	2.849732	0.900223	0.889211	1	1	0	0	0	4	2
15	10	Male	Hispanic	4	SomeCollege	Public	Rural	87.66804	85.016351	93.527321	3.795423	0.953743	0.841019	1	1	0	1	1	4	3
15	10	Male	Black	4	SomeCollege	Public	Suburban	73.474745	80.286548	68.664368	2.931474	0.890002	1.12839	1	0	0	0	0	4	1
15	10	Male	Hispanic	2	SomeCollege	Public	City	63.165488	67.273817	82.908385	2.841443	0.893073	0.981183	0	0	0	1	0	4	2
17	12	Female	Hispanic	3	HS	Public	Rural	67.927709	68.239768	70.830147	2.538057	0.863627	1.041383	1	1	0	0	0	3	1
14	9	Female	Black	3	HS	Public	Rural	77.868774	78.830531	78.152957	2.788707	0.920686	1.4217	1	1	1	0	0	4	2
15	10	Male	White	3	SomeCollege	Public	City	62.177498	47.137019	51.094483	2.250301	0.791657	0.233512	1	1	0	1	0	2	2
18	12	Female	White	2	HS	Private	Town	90.742058	81.302758	76.933787	2.945675	0.914018	1.161314	1	0	1	0	1	2	2
15	10	Female	White	3	SomeCollege	Public	Suburban	99.692198	95.804704	100	4	0.999647	1.010512	1	1	1	0	0	2	1
14	9	Female	White	1	HS	Public	City	64.354631	66.898461	58.928317	2.929939	0.846954	1.001071	0	1	0	0	0	3	3
14	9	Male	Other	2	<HS	Public	Suburban	69.377013	79.485941	61.519768	3.21911	0.865614	0.822768	1	0	0	0	0	3	2
17	12	Male	Two-or-more	1	<HS	Public	City	88.704736	84.758189	87.39599	3.151996	0.9726	1.289438	0	1	1	0	0	3	2
16	11	Female	White	2	HS	Public	Rural	76.764621	77.435285	80.448388	3.02629	0.916696	1.418958	1	1	1	0	0	3	2
17	12	Male	Black	4	SomeCollege	Public	Suburban	75.646298	70.93899	74.229282	2.295594	0.909413	0.46711	1	1	0	1	0	3	3
14	9	Female	Hispanic	2	SomeCollege	Public	Suburban	75.84148	71.171464	79.088725	2.301857	0.88646	1.048131	1	1	1	1	0	3	1
16	11	Female	Asian	4	HS	Private	City	76.199867	80.171871	85.552367	3.419222	0.94429	1.621825	1	0	0	0	0	3	1
18	12	Female	White	4	SomeCollege	Public	Suburban	48.450136	52.920882	45.869154	2.183291	0.811277	0.262604	1	0	1	1	1	5	4
18	12	Female	White	2	<HS	Public	Suburban	93.874519	79.998495	91.512607	4	0.970153	1.023006	1	1	0	0	0	2	1
18	12	Male	Black	2	HS	Public	Suburban	75.296476	82.633773	72.671246	3.223448	0.921508	0.846185	0	1	0	0	0	3	3
15	10	Male	Hispanic	1	<HS	Public	City	58.193833	70.270042	66.355365	2.836866	0.834878	0.421377	1	0	0	1	1	4	2
15	10	Male	White	3	Bachelors+	Public	City	78.587758	87.19575	84.07966	2.751035	0.983653	0.837712	1	1	0	1	0	2	3
16	11	Female	Black	3	<HS	Public	City	83.216569	86.339707	83.026854	3.832868	0.9587	1.518717	0	0	0	0	0	4	1
14	9	Male	White	2	<HS	Public	City	80.137855	89.841022	81.933477	3.336843	0.923314	0.751228	0	0	0	1	0	4	2
15	10	Female	White	2	SomeCollege	Public	Rural	66.877801	70.415015	71.625887	3.081995	0.85986	0.919558	1	0	0	0	0	2	1
17	12	Male	Hispanic	2	<HS	Private	Rural	88.558267	87.310132	82.354724	3.930302	0.948803	1.387777	1	1	0	0	0	2	4

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