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	Male	Other	2	SomeCollege	Public	Suburban	71.968844	63.154592	86.434175	2.788882	0.882634	1.252119	1	0	0	1	0	3	1
16	11	Female	White	2	SomeCollege	Public	Rural	98.153507	95.530113	92.367533	3.999451	1	1.295683	1	1	0	1	0	4	1
15	10	Female	Hispanic	4	Bachelors+	Private	Rural	85.111721	93.707993	80.887475	3.230071	0.983558	0.852419	1	0	0	1	0	2	4
14	9	Female	Hispanic	4	SomeCollege	Public	Suburban	84.622069	87.90082	91.718271	2.460236	0.942409	1.923215	1	1	1	1	0	3	3
16	11	Female	Two-or-more	2	Bachelors+	Public	Suburban	63.265246	64.49429	54.493921	2.436965	0.812315	1.076092	1	0	0	0	0	2	3
17	12	Male	Black	4	HS	Public	City	81.847699	79.72652	84.405504	3.383147	0.917978	0.85285	1	1	0	0	0	4	3
16	11	Male	Black	4	HS	Public	Suburban	84.19029	81.041783	82.760174	3.156916	0.973586	1.246255	1	1	0	0	0	1	2
15	10	Female	Hispanic	1	<HS	Public	Suburban	63.472289	61.964986	63.486488	2.741651	0.86768	0.658048	0	1	0	0	0	3	1
17	12	Male	Hispanic	2	Bachelors+	Public	Rural	68.374079	69.817609	71.132775	3.096976	0.862607	1.440468	1	1	0	0	0	5	1
15	10	Male	Hispanic	4	Bachelors+	Public	Suburban	73.463955	74.706824	69.379752	2.5611	0.872603	0.699559	1	1	1	0	0	2	3
18	12	Female	White	2	HS	Public	Town	80.287451	87.921588	79.530213	3.138836	0.960536	1.471077	1	0	0	0	0	4	3
17	12	Male	White	3	<HS	Public	Town	79.217903	75.662972	69.480347	2.772111	0.916254	1.58984	0	1	0	0	1	5	2
15	10	Male	White	1	SomeCollege	Public	Suburban	66.431605	69.039817	67.945857	2.335039	0.852901	1.576814	0	1	1	0	1	3	2
14	9	Male	Hispanic	4	Bachelors+	Public	Suburban	81.976246	96.230675	82.085869	3.613461	0.922799	0.832272	1	0	0	0	0	4	2
14	9	Male	White	2	HS	Public	Suburban	71.5106	76.039922	66.39236	2.442838	0.907726	0.895065	1	0	0	0	0	3	3
14	9	Male	White	4	SomeCollege	Private	City	69.98917	62.510649	62.162511	2.919682	0.861875	0.858489	1	1	0	1	0	2	4
17	12	Male	White	2	<HS	Public	Town	63.897058	70.579703	72.6444	3.212817	0.848486	1.242179	1	1	1	0	0	4	3
18	12	Male	Hispanic	1	HS	Public	Suburban	73.581248	80.786518	74.10486	3.380336	0.92643	0.944475	1	0	1	0	0	2	2
17	12	Male	White	3	Bachelors+	Public	Suburban	96.679497	83.420033	96.527455	3.341505	1	1.380133	1	1	0	1	0	4	2
15	10	Male	Asian	4	HS	Private	Suburban	60.791834	57.049375	71.769206	2.470089	0.851901	0.795961	1	1	1	1	0	3	3
18	12	Female	White	1	HS	Public	Suburban	83.422155	85.007531	81.583339	3.085328	0.959209	1.210432	1	0	0	0	0	3	3
14	9	Female	White	3	HS	Public	Rural	59.153078	68.894624	72.941041	2.406447	0.87112	1.036874	1	0	0	0	0	3	2
16	11	Male	Black	1	SomeCollege	Public	Town	72.823272	74.574336	72.76584	3.242263	0.87248	0.958968	1	1	0	0	0	4	1
17	12	Male	White	4	SomeCollege	Public	Suburban	74.517633	64.108583	75.831499	2.766721	0.894579	0.949702	1	0	1	0	0	2	1
14	9	Male	Hispanic	3	SomeCollege	Public	City	88.332002	86.469023	82.461246	3.273461	0.947535	1.007181	1	0	0	0	0	2	2
16	11	Female	White	2	Bachelors+	Public	Town	89.685738	89.100153	81.047385	3.38548	0.970078	1.371225	0	1	1	0	0	4	2
15	10	Female	Hispanic	1	HS	Public	Suburban	83.876514	62.181106	86.285574	3.457022	0.883463	0.39785	1	1	0	0	0	4	2
14	9	Male	Hispanic	2	Bachelors+	Public	Suburban	73.878652	78.230339	81.554449	3.320485	0.941107	0.974665	0	1	0	1	0	4	3
15	10	Male	Hispanic	4	SomeCollege	Private	Suburban	71.662255	68.319102	67.549467	2.787002	0.848168	1.221209	1	0	0	0	0	3	1
14	9	Female	Black	4	SomeCollege	Public	Suburban	46.454994	54.745585	56.77544	2.117246	0.786931	0.329317	1	1	0	1	0	1	2
17	12	Female	White	2	<HS	Public	Suburban	88.704771	79.787344	79.405343	3.003048	0.968884	1.14859	1	1	0	0	1	5	2
17	12	Male	White	2	SomeCollege	Public	City	87.997811	80.549559	79.556796	3.265309	0.934551	1.034218	1	0	0	0	0	4	3
14	9	Female	White	4	Bachelors+	Public	Rural	70.685467	74.188337	78.934246	3.450033	0.91041	0.594523	1	1	0	1	0	4	3
15	10	Female	Black	1	<HS	Public	City	78.344015	85.978002	87.658795	3.892212	0.920423	1.434354	0	1	0	0	0	3	2
14	9	Female	Black	1	<HS	Public	Rural	80.028462	80.060678	85.533324	3.760557	0.90996	1.229712	1	1	0	0	1	3	2
18	12	Female	White	2	SomeCollege	Public	City	82.060214	72.638657	77.076942	3.597013	0.945175	0.959357	1	1	0	0	0	3	2
14	9	Female	Black	2	SomeCollege	Public	Suburban	75.550115	68.983019	72.680594	2.777848	0.868959	0.812121	1	0	1	1	0	4	1
15	10	Male	Black	1	HS	Public	Suburban	84.842729	92.54698	95.397049	3.761123	0.982013	1.506206	1	0	0	0	0	3	3
14	9	Male	Black	1	<HS	Public	Suburban	80.562319	74.769378	76.86642	2.971449	0.938127	1.226503	1	0	1	0	0	3	2
17	12	Male	Black	3	SomeCollege	Public	Town	74.431355	63.357614	65.985783	2.744571	0.879511	0.912769	1	1	0	1	0	3	3
14	9	Male	Hispanic	1	<HS	Public	Rural	81.747314	66.745461	70.320407	2.754364	0.865565	1.271685	0	1	0	1	1	4	2
16	11	Male	Hispanic	4	Bachelors+	Public	Rural	89.120286	98.058499	91.756466	3.140433	0.994469	0.907474	1	0	0	1	0	3	2
18	12	Male	White	2	HS	Public	City	82.598934	76.487479	91.889299	3.207665	0.951292	1.436001	1	0	0	0	0	1	3
18	12	Male	Other	2	SomeCollege	Public	City	75.988839	76.31118	72.598355	3.226421	0.920731	1.543304	0	0	0	0	1	1	2
15	10	Male	Hispanic	3	HS	Public	City	95.024099	80.531589	75.383382	2.873876	0.954528	1.095773	1	0	0	0	0	3	4
14	9	Female	White	4	<HS	Public	Suburban	81.828615	87.5363	77.788831	3.769966	0.935989	1.352449	1	1	0	1	0	4	1
14	9	Female	Hispanic	3	HS	Public	City	69.587694	80.721232	76.889043	2.735961	0.938446	0.985569	1	0	0	0	0	3	3
15	10	Male	White	3	<HS	Public	City	60.875654	61.918677	62.302802	2.313784	0.821507	0.142214	1	1	0	1	0	3	3
14	9	Female	White	2	Bachelors+	Public	Suburban	65.096	60.86608	80.911185	2.857035	0.873141	1.394564	1	0	0	1	1	4	1
17	12	Male	Hispanic	3	HS	Public	Suburban	90.541375	90.698701	79.883106	3.115083	0.994383	0.600667	1	1	0	0	1	4	4
18	12	Female	Hispanic	1	SomeCollege	Public	Suburban	73.336774	81.361913	77.354328	2.463485	0.9544	0.723894	1	1	0	0	1	3	2
17	12	Male	Black	3	SomeCollege	Public	Suburban	98.372192	93.971544	94.704925	4	0.986925	1.406659	1	0	0	0	0	5	2
16	11	Female	Hispanic	2	<HS	Public	Suburban	67.949334	63.17439	70.784827	2.348981	0.842646	0.518575	1	0	0	0	0	4	1
17	12	Male	Hispanic	2	HS	Public	City	60.245378	59.483793	57.48309	2.320016	0.805071	0.833187	1	0	0	0	1	3	4
18	12	Female	Black	4	SomeCollege	Public	Suburban	58.190044	50.045158	61.089807	2.294539	0.833224	0.507623	1	1	0	1	0	2	1
16	11	Male	Black	2	SomeCollege	Public	Suburban	83.915767	84.128371	81.618996	3.061251	0.939258	0.885231	1	0	0	0	0	2	2
17	12	Male	White	3	SomeCollege	Public	Suburban	70.387286	74.051477	62.318985	2.188898	0.845159	1.003515	1	1	1	0	0	3	2
17	12	Male	Hispanic	1	SomeCollege	Public	Town	78.482452	68.69779	71.769035	3.000883	0.888463	0.862107	1	0	1	0	0	3	3
18	12	Female	Hispanic	4	HS	Private	Suburban	78.730396	69.959591	79.688571	2.760472	0.88888	0.995827	1	0	0	0	1	2	2
15	10	Female	White	1	<HS	Public	Suburban	91.87102	84.652699	88.320715	3.231937	0.948006	1.070772	1	1	0	0	0	3	2
16	11	Female	White	1	SomeCollege	Public	Suburban	82.038402	76.951473	83.133686	3.023053	0.888053	0.795829	1	0	0	1	0	2	3
18	12	Male	Black	3	SomeCollege	Public	Suburban	69.684612	70.1719	67.876811	2.982332	0.896009	0.874116	1	0	0	1	1	3	1
14	9	Female	White	4	HS	Public	Suburban	69.841614	85.579373	76.470476	2.559311	0.961128	1.315937	1	1	0	1	0	4	1
14	9	Male	Hispanic	4	Bachelors+	Public	Rural	69.531891	77.999529	82.384917	3.302461	0.909145	0.963038	1	0	1	0	0	4	3
16	11	Male	Other	3	<HS	Public	Suburban	76.427453	82.062136	62.835268	2.751637	0.88715	1.435712	0	1	0	1	0	2	2
17	12	Male	Other	2	HS	Public	Suburban	71.42624	66.339576	54.457025	2.668473	0.827445	1.118696	1	1	0	0	1	3	2
15	10	Female	Hispanic	2	SomeCollege	Public	Suburban	75.383817	81.91276	82.775224	3.184102	0.934568	1.569321	0	1	0	0	0	4	3
18	12	Male	White	2	Bachelors+	Public	Rural	71.792406	77.356886	79.956887	2.887265	0.901013	0.834978	1	1	1	0	1	4	1
17	12	Male	Black	1	HS	Private	Rural	66.43864	71.118705	62.323837	2.821684	0.841732	0.5782	1	0	0	0	0	2	3
18	12	Male	Hispanic	4	SomeCollege	Public	Suburban	92.478647	78.933206	82.60673	3.101952	0.932391	0.736872	1	0	1	0	0	4	3
14	9	Male	White	2	HS	Public	Rural	69.521062	71.077468	58.317288	2.569724	0.854396	1.053205	1	1	0	0	0	4	3
17	12	Male	Black	1	<HS	Private	Rural	72.631794	81.067265	83.40838	3.110253	0.925263	0.773736	0	1	0	0	0	2	2
17	12	Male	Black	4	Bachelors+	Public	Rural	93.736342	91.036539	100	3.829771	0.989503	1.136058	1	0	0	1	0	3	2
14	9	Female	White	1	<HS	Public	Suburban	58.148885	57.609815	55.276305	2.346906	0.778181	0.528562	0	1	0	0	0	2	3
17	12	Female	Black	4	SomeCollege	Public	Town	75.355862	62.044983	66.569598	3.470895	0.87047	0.89745	1	0	1	1	0	4	1
14	9	Male	White	4	<HS	Public	Rural	73.775312	73.548215	79.253789	2.960433	0.927704	1.353564	1	1	0	0	0	5	4
17	12	Male	White	4	HS	Public	Suburban	62.407162	70.2419	64.62097	2.650806	0.841421	0.283696	1	0	0	0	0	3	2
17	12	Male	Black	2	HS	Public	City	75.156081	85.371999	80.281511	3.144362	0.944948	0.844015	1	1	0	0	1	4	2
17	12	Male	White	1	HS	Public	Rural	95.52427	92.158701	84.091438	3.706749	0.970445	0.491157	1	1	0	1	0	4	3
16	11	Female	White	4	Bachelors+	Private	Suburban	72.205359	78.37545	78.780507	3.06841	0.924412	1.345072	1	0	0	0	0	1	2
15	10	Female	Other	3	Bachelors+	Public	Suburban	72.783802	63.891712	56.513845	2.930224	0.844047	0.857821	1	0	0	0	1	2	3
18	12	Female	White	3	<HS	Public	Suburban	72.12982	69.97119	71.41417	2.928586	0.886721	0.697136	1	0	0	1	0	3	3
17	12	Male	Black	1	HS	Public	Rural	69.383897	67.524041	58.610087	2.518197	0.836453	0.882866	1	1	1	1	0	3	2
17	12	Female	Black	3	Bachelors+	Public	Town	62.045301	65.350546	64.642257	3.081808	0.795889	0.761922	1	1	0	0	1	3	2
14	9	Female	White	1	HS	Public	City	74.210334	75.45731	72.061476	2.305781	0.899153	1.32237	1	1	0	0	0	3	2
15	10	Female	Hispanic	4	SomeCollege	Private	Suburban	71.833032	81.941828	77.499817	3.113969	0.863099	0.937444	1	1	0	0	0	2	2
14	9	Male	Hispanic	2	HS	Public	Rural	87.749006	82.492551	91.23903	3.906856	0.940775	1.236416	0	1	0	1	0	3	3
16	11	Female	White	3	Bachelors+	Public	Rural	64.983696	74.586285	62.556156	2.736096	0.882657	1.192547	1	1	0	0	0	2	2
14	9	Male	White	2	SomeCollege	Public	Suburban	84.503992	83.884065	78.211389	3.47372	0.930392	0.802004	0	1	0	0	1	3	3
14	9	Female	Asian	4	HS	Public	Suburban	72.607636	67.838086	77.038012	3.180071	0.896477	1.155261	1	0	0	1	0	3	1
15	10	Female	Hispanic	4	Bachelors+	Public	Town	73.440042	77.018638	75.684343	2.85055	0.920437	0.740065	1	0	0	0	0	2	1
14	9	Male	White	1	<HS	Public	Rural	83.224937	74.41189	85.256836	3.085602	0.949155	1.002578	1	0	0	0	0	2	3
16	11	Male	White	2	<HS	Public	City	78.084117	70.067912	69.359195	3.217407	0.879625	0.919083	1	1	0	0	0	2	4
16	11	Male	Hispanic	2	SomeCollege	Public	Rural	73.483295	82.301835	67.194267	3.184428	0.880325	0.302512	1	0	0	0	1	2	3
14	9	Male	Hispanic	2	HS	Public	City	68.500768	76.61479	70.739803	3.214338	0.900718	1.208767	0	1	0	1	0	3	1
14	9	Female	White	2	HS	Public	Suburban	78.074912	87.221004	86.855644	3.159316	0.951312	1.045841	1	1	0	0	0	4	2
14	9	Male	Two-or-more	3	Bachelors+	Public	City	80.639199	92.015897	78.404375	3.618181	0.91796	1.004545	1	1	0	1	0	4	2
17	12	Female	Hispanic	4	SomeCollege	Public	Rural	57.43073	56.405962	53.427204	2.47498	0.837655	1.128373	1	1	0	1	0	1	2
18	12	Female	Black	3	HS	Private	Rural	75.262792	72.535127	74.898586	3.077375	0.894565	1.174788	1	0	1	0	0	4	2
16	11	Male	Two-or-more	1	<HS	Public	Suburban	69.289975	75.763547	74.175638	2.983788	0.898691	0.850949	0	1	1	0	0	2	3

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