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	Male	White	2	HS	Public	Suburban	58.682456	58.329291	63.647779	2.186631	0.84256	0.806134	1	0	1	0	0	4	1
16	11	Male	White	2	HS	Public	City	85.396902	81.246757	84.638063	2.938601	0.95416	1.365438	1	1	0	0	0	2	4
14	9	Female	Hispanic	3	SomeCollege	Private	Suburban	68.52446	86.106819	62.864355	2.859862	0.906297	0.669205	1	1	0	0	0	3	1
15	10	Female	Black	1	<HS	Public	City	78.325876	72.579206	74.315341	2.622555	0.884415	0.91444	0	1	1	0	1	3	3
14	9	Male	White	1	HS	Public	Suburban	54.752782	42.504984	57.958661	1.988344	0.787745	0	0	1	0	0	0	2	1
17	12	Male	Two-or-more	4	SomeCollege	Private	Suburban	69.921714	74.604552	75.422733	2.748446	0.864918	0.875357	1	0	0	0	0	2	2
14	9	Female	Black	2	HS	Public	Rural	80.521912	84.682684	87.32551	2.998548	0.93631	2.151879	1	1	1	0	0	4	4
16	11	Female	Hispanic	3	SomeCollege	Public	Suburban	82.765172	63.54411	74.762447	3.082352	0.926884	0.986133	1	1	1	0	0	5	2
15	10	Female	Other	4	Bachelors+	Public	City	61.276769	70.633321	60.369275	2.456526	0.846466	0.118079	1	1	0	1	0	1	2
15	10	Male	White	1	<HS	Public	Suburban	66.97864	60.08732	63.207488	2.388679	0.814865	0.398828	1	1	0	1	0	3	2
17	12	Female	Two-or-more	2	SomeCollege	Public	Suburban	73.706967	72.900796	57.606028	2.739692	0.880537	1.030709	0	0	1	0	0	3	2
16	11	Male	Hispanic	4	HS	Private	Rural	77.415398	76.35541	68.407605	3.352164	0.883747	1.049495	1	1	0	0	0	3	1
16	11	Female	White	4	HS	Public	City	64.606687	72.154788	60.250012	2.745703	0.848011	0.859743	1	0	0	1	0	2	1
18	12	Female	Hispanic	2	<HS	Public	Suburban	58.075394	60.437417	54.268713	2.287695	0.853958	0.607964	1	1	1	0	0	3	2
15	10	Female	White	1	<HS	Public	City	49.09765	52.07492	55.360132	1.431893	0.767319	0.410881	1	0	0	1	0	2	2
16	11	Female	White	1	HS	Public	City	90.370438	90.345629	84.536985	3.4902	0.992048	0.719382	0	1	0	0	0	5	1
17	12	Male	White	4	HS	Private	City	64.193213	64.22833	68.684796	2.74325	0.829993	0.938396	1	1	0	0	0	2	2
15	10	Male	White	2	HS	Private	City	66.724648	74.450387	71.03707	2.765405	0.861851	0.943649	1	1	1	1	0	2	1
16	11	Female	Hispanic	3	Bachelors+	Public	City	80.715909	86.070637	79.057728	3.565749	0.933208	1.092621	1	1	0	1	0	3	3
14	9	Male	Two-or-more	1	<HS	Public	Suburban	65.721784	77.222214	73.802119	2.613915	0.87384	1.082207	0	1	1	0	1	3	2
15	10	Female	Black	1	<HS	Public	Suburban	68.404866	76.954919	85.986469	2.859533	0.93652	0.931217	1	0	0	0	0	3	1
17	12	Male	Black	4	<HS	Public	City	79.807263	75.407731	80.791751	2.933096	0.915177	1.349609	1	1	0	0	1	4	2
14	9	Female	White	1	SomeCollege	Public	Suburban	60.784292	64.433672	62.38345	2.618595	0.854525	0.539217	0	0	1	0	0	3	3
18	12	Female	Hispanic	4	Bachelors+	Public	City	68.763195	73.831061	90.907663	3.089278	0.958483	1.246131	1	0	0	0	0	2	2
17	12	Female	White	2	HS	Public	Suburban	79.132484	73.742672	71.578974	2.737151	0.922377	1.185143	1	0	0	0	1	2	1
14	9	Male	White	1	SomeCollege	Public	Suburban	65.962347	58.014757	71.638233	2.468055	0.860678	0.84918	0	1	0	1	0	2	3
16	11	Female	White	3	Bachelors+	Public	City	62.891003	59.835795	69.87445	2.80429	0.853183	0.896861	1	0	0	1	0	1	2
14	9	Female	Black	1	<HS	Public	Suburban	76.679796	79.523249	74.365776	3.19161	0.922386	0.88365	0	1	1	0	0	4	2
14	9	Male	White	3	<HS	Public	Suburban	74.171919	65.117814	84.385392	3.317017	0.901337	1.184697	1	0	0	0	0	2	2
14	9	Male	Two-or-more	2	<HS	Public	Suburban	70.448824	65.914507	75.375979	3.106691	0.887896	0.725117	1	0	0	0	0	3	2
15	10	Female	Hispanic	2	<HS	Public	Town	93.06021	90.931381	76.579526	3.609205	0.937422	1.304037	1	1	1	0	1	4	3
16	11	Female	White	2	Bachelors+	Public	City	59.177328	65.354262	57.305796	2.262368	0.846368	0.393617	1	1	1	1	0	4	1
17	12	Male	Hispanic	3	HS	Private	Suburban	79.611468	72.036934	85.569881	3.125641	0.909432	1.190507	1	0	0	1	0	2	2
17	12	Male	Hispanic	1	<HS	Public	City	65.661035	75.417837	59.974512	2.586014	0.836371	0.979251	1	0	1	0	1	4	2
17	12	Female	White	4	SomeCollege	Public	Suburban	63.402037	62.770387	74.127265	2.49964	0.841674	0.436182	1	1	0	0	0	3	1
14	9	Female	White	2	HS	Public	Rural	79.425875	79.122533	80.403281	2.889469	0.895919	1.466643	1	1	0	0	0	2	2
17	12	Female	White	3	HS	Private	City	60.320166	69.591138	76.561715	2.798442	0.856056	0.77831	1	1	0	1	0	3	3
14	9	Male	White	3	Bachelors+	Private	Rural	79.892657	75.358934	79.167573	3.210048	0.936264	1.31961	1	1	0	1	0	4	2
15	10	Female	Hispanic	3	Bachelors+	Public	City	93.875442	90.500818	82.494582	3.612835	0.980067	0.963274	1	0	0	0	0	4	3
16	11	Female	White	2	<HS	Public	Rural	68.388073	70.643952	70.48251	3.015747	0.85062	1.108421	0	1	0	0	0	5	1
16	11	Male	White	4	Bachelors+	Public	Suburban	77.301874	73.714285	75.213617	2.631173	0.900124	1.150119	1	0	0	1	0	3	2
16	11	Male	White	2	HS	Public	Town	80.471354	80.846179	82.385293	2.731947	0.944503	1.008744	1	1	0	1	1	4	1
15	10	Male	Hispanic	3	<HS	Public	Suburban	72.164844	75.55671	81.273112	3.174671	0.918372	0.62805	1	1	1	0	0	2	2
15	10	Male	White	2	HS	Public	City	67.201585	74.789964	79.834495	2.584146	0.87556	0.887577	1	0	0	1	0	4	1
18	12	Male	White	1	<HS	Public	Suburban	76.247141	79.658836	60.543961	2.853342	0.864529	0.783911	1	1	0	0	1	3	2
14	9	Female	White	3	SomeCollege	Public	Suburban	75.375639	67.773527	77.456501	2.991414	0.857475	0.70096	1	0	1	1	0	3	2
14	9	Female	Hispanic	4	SomeCollege	Private	Rural	76.485644	75.058638	74.24915	3.289197	0.892267	0.785734	1	0	0	0	0	5	4
14	9	Female	White	1	<HS	Public	Rural	71.463395	83.173603	78.761923	3.095662	0.912938	1.181696	0	0	0	0	0	3	2
15	10	Female	Hispanic	2	HS	Public	Suburban	70.799959	80.540117	73.871639	3.188717	0.89985	1.088889	1	1	0	0	0	4	2
17	12	Female	Hispanic	4	SomeCollege	Private	City	74.428694	85.320678	71.049688	3.628543	0.897167	1.692952	1	0	0	1	0	4	2
16	11	Female	Hispanic	2	HS	Public	Rural	67.777587	77.118675	74.135672	3.15821	0.90784	1.319802	1	1	1	0	0	3	1
14	9	Male	Hispanic	3	Bachelors+	Public	Suburban	66.640353	70.970892	71.694198	2.658982	0.883432	1.180667	1	1	0	1	1	3	3
15	10	Male	Hispanic	1	SomeCollege	Public	Town	81.122256	72.259224	82.777732	2.459824	0.909687	0.973483	0	0	1	0	0	4	1
18	12	Male	White	3	SomeCollege	Public	City	67.015582	64.045989	60.289924	2.277148	0.829126	0.403873	1	0	0	0	0	2	4
15	10	Male	White	3	HS	Public	Rural	75.784012	68.806631	74.098109	2.725952	0.891264	0.708638	1	1	0	0	1	4	1
16	11	Male	White	3	Bachelors+	Public	City	67.660651	82.016225	78.137987	3.328928	0.912479	1.499628	1	0	1	1	0	4	1
14	9	Male	White	2	<HS	Private	City	69.085548	64.874912	73.039743	3.264752	0.856471	0.847998	1	1	0	0	0	3	2
16	11	Male	Hispanic	4	SomeCollege	Private	City	58.285371	58.858125	52.088842	2.60734	0.82453	0.944443	1	0	0	0	0	3	3
17	12	Female	Hispanic	3	<HS	Public	Rural	59.572851	63.615223	61.664293	2.009204	0.84205	0.82368	1	1	0	0	0	2	2
18	12	Male	Asian	2	SomeCollege	Public	Suburban	100	94.108549	88.631053	3.791831	1	1.205031	1	0	0	1	0	1	2
15	10	Female	White	1	<HS	Public	Suburban	69.140154	79.237167	69.885124	2.554549	0.854721	1.207792	0	1	0	0	0	3	3
14	9	Male	Hispanic	3	HS	Public	City	78.198927	81.492864	86.5261	3.853133	0.971605	1.379569	1	1	0	0	0	3	1
17	12	Female	White	1	HS	Public	City	71.384032	62.440498	63.773574	2.624834	0.874743	0.517138	0	0	1	0	0	2	2
14	9	Male	Hispanic	1	HS	Public	Suburban	74.873759	81.761754	82.152341	3.262989	0.901067	0.722531	1	0	0	0	0	2	4
15	10	Female	Hispanic	3	Bachelors+	Public	Rural	76.929534	83.452525	76.685816	2.733805	0.915447	1.4795	1	0	0	0	0	4	2
17	12	Female	White	4	Bachelors+	Public	City	68.977555	71.637463	77.069259	3.220368	0.874424	1.038332	1	0	0	1	0	4	3
15	10	Male	White	1	HS	Public	City	71.490555	64.073048	71.224391	2.983172	0.836585	1.279461	0	1	0	0	0	3	2
14	9	Female	White	1	HS	Public	Town	54.213646	70.458693	53.145646	2.655968	0.844415	0.863071	1	1	0	0	0	3	1
18	12	Male	Hispanic	3	Bachelors+	Public	City	78.552177	79.393676	78.905506	3.226661	0.932869	1.626552	1	1	0	0	0	3	1
16	11	Male	Other	1	HS	Public	Town	76.347814	72.021804	63.85428	2.616383	0.868661	1.153411	0	1	0	1	0	3	2
16	11	Male	Hispanic	2	HS	Public	City	71.745953	71.292854	80.502004	3.317322	0.883418	0.801854	0	1	0	1	0	2	2
17	12	Male	Hispanic	3	HS	Public	Suburban	70.164194	60.47703	76.020302	2.746932	0.898371	0.560308	1	0	0	0	0	3	2
17	12	Female	Black	4	HS	Private	City	66.859756	53.518407	59.463432	2.696494	0.824339	0.791679	1	1	1	0	0	3	3
16	11	Male	Other	3	SomeCollege	Public	City	98.290355	98.257256	98.965437	3.93649	0.992489	1.681928	1	0	0	1	0	2	2
17	12	Female	Black	4	Bachelors+	Public	Town	66.468212	70.605751	73.684194	2.276965	0.825462	0.836054	1	1	1	0	1	4	3
14	9	Female	Black	4	SomeCollege	Public	City	66.038772	61.388328	70.685755	2.00903	0.854176	1.105607	1	0	0	1	0	1	3
17	12	Male	White	2	HS	Private	Suburban	78.065044	73.460245	75.707924	3.207037	0.906995	1.172836	0	1	0	0	0	3	4
18	12	Female	White	4	Bachelors+	Private	Rural	83.915693	76.762068	74.666227	2.517446	0.913517	0.721737	1	1	0	1	1	4	2
15	10	Male	Two-or-more	1	HS	Public	Suburban	46.536361	70.19195	62.052624	2.557649	0.831047	0.690964	1	0	0	0	0	2	2
17	12	Female	Hispanic	1	SomeCollege	Public	Suburban	65.472739	62.679517	67.13455	2.248277	0.817666	0.619584	0	1	0	0	1	4	2
16	11	Female	Hispanic	4	Bachelors+	Public	Suburban	86.20635	91.432929	93.841019	3.246322	0.95902	0.674501	1	1	0	1	0	3	2
14	9	Female	Asian	3	SomeCollege	Public	Rural	50.094142	58.038175	55.311456	1.724504	0.767275	0.778964	0	0	0	0	0	1	3
18	12	Male	Hispanic	1	<HS	Public	Suburban	64.753391	60.477794	56.425941	2.106253	0.832543	0.77423	0	0	0	1	1	4	2
14	9	Female	White	2	HS	Public	Rural	70.075373	74.575937	67.857536	2.748824	0.858635	1.062112	1	0	0	1	0	3	5
17	12	Male	Black	1	Bachelors+	Public	City	87.949486	92.390315	92.0106	3.689501	0.988946	1.418033	1	0	0	0	1	3	2
16	11	Male	White	4	Bachelors+	Public	Rural	69.29546	67.537578	70.330726	2.799368	0.871994	0.421287	1	1	1	1	0	3	1
16	11	Male	Hispanic	2	<HS	Private	City	70.853221	76.520853	79.161193	2.725585	0.888113	1.39693	1	1	1	0	0	2	3
18	12	Male	White	1	<HS	Public	Suburban	67.992413	62.084047	62.578424	2.257528	0.862614	1.066161	0	1	1	0	1	4	1
15	10	Female	Hispanic	1	HS	Public	City	83.551504	80.873302	68.934837	2.911979	0.921889	1.32819	0	1	0	1	0	2	2
14	9	Male	Black	3	HS	Public	City	78.501386	68.827212	81.225467	2.736999	0.920328	1.235515	1	0	0	1	1	3	1
17	12	Male	White	2	SomeCollege	Public	Rural	67.304658	65.231812	62.996158	3.133488	0.850345	0.903884	0	1	0	0	0	5	1
16	11	Female	Hispanic	4	Bachelors+	Public	City	78.069182	78.796087	66.740775	3.008802	0.887111	0.900951	1	1	0	0	0	3	4
18	12	Male	Black	3	Bachelors+	Public	Rural	74.826423	80.160641	85.766296	3.438559	0.906477	0.663517	1	0	0	1	0	3	1
17	12	Male	White	2	SomeCollege	Private	Suburban	69.321477	58.17971	60.579865	2.70672	0.877138	0.393864	1	0	0	0	0	3	1
15	10	Female	Black	2	HS	Public	City	55.399612	60.046424	67.783827	2.913275	0.826107	1.015992	1	0	0	0	0	4	3
15	10	Female	Black	2	Bachelors+	Public	Rural	62.438395	58.318951	59.644781	2.495064	0.830583	0.781963	1	0	0	1	0	2	3
14	9	Female	Black	4	SomeCollege	Public	City	64.142897	62.778618	58.940321	2.687393	0.831727	0.748176	1	1	1	1	1	4	4
17	12	Female	White	2	HS	Public	Rural	78.163201	66.879203	78.232326	3.762901	0.877414	0.978838	1	1	0	0	0	1	2
18	12	Female	Other	1	<HS	Public	City	60.821518	67.708958	70.892428	2.979184	0.839786	0.551662	1	0	0	0	0	3	1
14	9	Male	White	2	HS	Public	Rural	89.415273	73.31485	79.126356	2.906029	0.91954	1.141081	1	0	0	0	0	3	1

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