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
14	9	Female	Hispanic	1	HS	Public	Suburban	68.723366	78.617465	74.09949	3.682459	0.895708	1.260857	1	0	1	1	0	4	1
17	12	Male	Hispanic	4	Bachelors+	Private	City	56.784619	54.379951	56.18646	1.539979	0.837649	0.686358	1	1	0	1	1	4	2
15	10	Male	White	1	<HS	Public	Suburban	65.27461	75.16799	79.386568	2.619366	0.921685	1.220473	0	0	1	0	0	3	2
16	11	Male	White	4	SomeCollege	Public	City	75.505275	67.523755	63.927787	2.584618	0.894058	1.058417	1	1	0	0	0	3	3
17	12	Male	White	2	<HS	Public	Suburban	74.877268	76.464426	80.058854	3.268076	0.910488	1.124983	0	1	0	0	0	2	1
16	11	Female	White	4	SomeCollege	Public	City	73.694346	66.014292	44.421363	2.743785	0.864216	0.285325	1	0	0	1	0	3	3
16	11	Female	White	3	HS	Private	Rural	71.303305	78.368706	68.368912	2.418201	0.903368	1.05387	1	1	1	0	0	2	1
16	11	Female	White	2	<HS	Public	City	81.970133	84.973411	92.706722	3.577068	0.924691	1.458508	0	0	0	1	0	3	1
15	10	Female	Black	1	SomeCollege	Public	Suburban	81.16917	82.263474	82.379454	3.435988	0.929858	1.208302	1	0	0	1	0	4	3
14	9	Female	White	2	SomeCollege	Public	Town	84.748765	80.652694	78.675738	3.441209	0.965514	1.412811	1	0	0	0	0	3	2
18	12	Female	Two-or-more	3	SomeCollege	Private	Rural	66.737283	78.939594	78.288143	3.134771	0.864779	1.226078	1	1	0	0	0	3	1
16	11	Male	Hispanic	4	HS	Private	Suburban	69.811583	72.526987	64.490319	2.876048	0.872818	0.820425	1	1	0	1	0	5	2
17	12	Male	Black	3	HS	Public	City	53.521779	53.492483	53.137262	2.082682	0.788433	0.885746	1	1	0	1	0	3	3
17	12	Female	White	4	Bachelors+	Public	Rural	72.667189	68.262606	80.185894	2.904101	0.885929	0.721512	1	0	0	1	0	4	1
16	11	Male	White	1	<HS	Public	Suburban	82.380624	78.146896	77.103686	3.232355	0.913552	0.603509	1	0	0	0	1	2	1
18	12	Female	White	3	<HS	Public	Rural	70.800013	71.557664	81.22652	2.116265	0.890495	0.87126	1	0	1	1	0	2	2
18	12	Male	White	4	Bachelors+	Public	Suburban	67.575109	70.929579	81.563637	3.428116	0.882664	1.073354	1	1	0	1	1	3	1
16	11	Male	Asian	2	HS	Public	City	91.838858	70.385155	87.690024	3.591549	0.96051	1.593072	1	1	0	0	0	2	2
16	11	Female	Hispanic	3	SomeCollege	Private	Suburban	85.546581	87.954276	82.055739	4	0.936403	1.579752	1	1	1	1	0	2	3
16	11	Female	Other	3	Bachelors+	Public	Suburban	73.839377	80.304689	77.030518	3.122954	0.905876	0.916425	1	0	1	1	0	4	1
14	9	Male	Hispanic	2	HS	Private	Suburban	74.38352	71.43004	61.508043	2.94017	0.853365	1.294503	1	1	0	1	1	2	3
14	9	Female	White	2	HS	Public	Suburban	52.402407	52.331176	59.667417	2.275811	0.790859	0.987235	1	1	0	1	1	3	1
16	11	Female	White	4	Bachelors+	Public	Town	82.780568	76.07281	84.753747	3.425422	0.914346	0.769461	1	1	0	1	0	3	1
17	12	Male	Hispanic	3	Bachelors+	Private	Town	76.273542	80.420077	91.619777	3.668669	0.914176	1.430592	1	0	0	1	0	5	2
16	11	Male	Black	2	SomeCollege	Public	City	53.800304	49.927676	58.292485	2.0467	0.805573	0.455108	1	0	0	0	1	5	2
14	9	Female	Hispanic	1	<HS	Public	Suburban	65.20344	76.363943	68.394291	2.666487	0.887258	0.706715	0	1	0	0	0	3	3
14	9	Male	Hispanic	2	<HS	Public	Suburban	73.985954	67.025221	72.367713	3.070066	0.862759	1.05238	0	0	1	1	0	3	3
17	12	Female	White	2	SomeCollege	Public	Suburban	74.82321	69.316403	73.139566	2.897975	0.89693	0.808384	1	1	0	1	0	3	1
17	12	Female	Black	1	HS	Public	Suburban	58.262888	61.041286	72.035742	2.360099	0.874662	0.282418	1	1	0	0	0	4	3
14	9	Female	Hispanic	4	Bachelors+	Private	Suburban	88.122577	74.277742	92.504919	4	0.984813	1.390909	1	0	1	1	0	5	1
16	11	Male	White	3	SomeCollege	Public	City	96.403535	83.754115	87.11852	3.741796	0.959155	1.119513	1	0	0	1	1	4	2
18	12	Female	White	4	Bachelors+	Public	Suburban	74.509277	78.290153	76.533151	2.535524	0.940202	0.539729	1	1	1	1	0	2	1
15	10	Female	Hispanic	2	HS	Public	Suburban	80.267482	61.851789	68.064637	2.906522	0.897945	0.99818	1	1	0	1	0	3	3
17	12	Female	Hispanic	2	<HS	Private	City	63.266946	58.64749	63.415713	3.333566	0.862073	0.886637	0	1	1	0	0	4	3
17	12	Male	Hispanic	4	Bachelors+	Private	Suburban	95.900701	90.974291	88.811596	3.945323	1	1.644763	1	1	1	1	0	2	2
18	12	Female	White	1	HS	Public	Suburban	79.009211	70.855478	76.086931	3.487672	0.873551	0.800074	1	0	0	1	0	4	1
18	12	Male	Black	2	<HS	Public	Suburban	62.842179	67.01628	73.487176	2.518359	0.869141	1.316042	1	1	0	0	0	4	3
17	12	Male	White	1	HS	Public	Suburban	78.941778	73.325439	74.110406	3.0882	0.872692	1.018087	1	1	0	1	0	4	2
18	12	Male	Hispanic	1	SomeCollege	Public	City	70.732487	74.245376	69.056243	2.94086	0.91218	1.406297	1	0	0	1	1	2	3
18	12	Male	Black	2	SomeCollege	Public	City	92.495871	88.59202	86.14439	3.481003	0.978638	1.382656	1	1	0	0	0	3	2
17	12	Male	White	1	HS	Public	Suburban	71.179868	70.661565	79.03711	3.141004	0.882925	0.545007	0	0	0	0	0	2	1
17	12	Male	White	1	<HS	Public	Suburban	90.896923	82.813982	80.621813	3.292425	0.950585	0.835226	1	0	1	0	0	3	2
14	9	Female	White	4	Bachelors+	Public	City	63.875785	69.826931	82.582035	2.544685	0.856912	1.033045	1	0	0	0	0	3	3
14	9	Male	Two-or-more	4	Bachelors+	Public	Suburban	80.997663	81.047291	79.197028	3.515677	0.943856	0.823897	1	0	0	1	0	2	1
17	12	Female	Two-or-more	4	SomeCollege	Public	Suburban	81.692197	70.559864	73.174382	3.173808	0.905293	1.328039	1	0	0	1	0	1	3
17	12	Male	Black	3	Bachelors+	Public	Suburban	79.068445	84.064491	79.941239	3.081154	0.905174	0.993503	1	1	0	1	0	3	1
18	12	Female	White	3	<HS	Public	City	55.095313	56.601027	68.411277	2.70637	0.797833	0.64033	1	0	0	0	0	3	2
18	12	Female	Black	1	HS	Public	Suburban	70.151907	82.420105	70.886419	3.56912	0.881652	0.81005	1	0	0	0	0	4	1
18	12	Female	Black	3	HS	Public	Rural	78.802229	79.963398	78.741824	3.032726	0.904911	1.459049	1	1	0	1	0	4	1
14	9	Female	White	1	<HS	Public	Suburban	88.781033	88.410289	87.560496	4	0.94405	1.461629	1	1	0	0	0	2	2
15	10	Female	Hispanic	4	Bachelors+	Public	City	62.169903	67.703227	72.815293	2.776688	0.887076	0.938983	1	0	0	1	1	3	2
14	9	Male	Hispanic	3	Bachelors+	Public	Rural	71.753605	71.323975	80.12004	2.561175	0.887013	0.910588	1	1	0	1	0	4	1
18	12	Female	Two-or-more	3	HS	Public	Rural	70.308716	75.868062	76.18211	2.860352	0.905015	1.333942	0	0	0	1	0	3	5
17	12	Male	White	3	HS	Public	Suburban	91.028782	84.225665	85.363873	2.899938	0.966499	1.228696	1	1	1	1	1	3	1
16	11	Male	Two-or-more	4	Bachelors+	Private	Suburban	59.18983	64.777342	61.713357	2.228462	0.817455	0.460579	1	0	0	1	1	3	1
17	12	Female	Asian	4	SomeCollege	Public	City	80.495819	79.845153	75.32486	3.15183	0.918963	1.064005	1	0	0	0	0	3	3
17	12	Male	White	4	HS	Public	City	77.005398	73.506562	78.877841	2.84776	0.915869	0.934296	1	0	0	0	1	3	2
15	10	Female	White	1	HS	Private	Rural	75.149589	76.133624	72.106038	2.701598	0.887531	0.767394	1	0	0	0	0	3	4
17	12	Male	White	4	SomeCollege	Public	Suburban	76.691025	92.924451	81.205	3.043426	0.925104	1.288771	1	0	0	0	0	3	1
17	12	Male	Two-or-more	2	HS	Public	City	87.051514	86.237296	82.59202	3.173641	0.952179	1.677325	1	0	0	0	0	2	2
16	11	Female	Hispanic	1	<HS	Public	Suburban	78.150195	76.296419	77.714665	2.396433	0.939959	1.183982	1	0	1	0	0	1	3
16	11	Female	Hispanic	3	<HS	Public	Rural	70.170815	72.623511	64.020828	2.344507	0.858858	0.940695	0	1	0	0	0	4	2
16	11	Female	White	4	SomeCollege	Public	City	81.302206	77.52119	70.418931	2.802843	0.880006	0.852512	1	1	0	0	1	3	1
14	9	Female	Black	3	<HS	Public	Suburban	65.341185	55.793615	73.473823	3.225066	0.840414	0.703073	1	0	0	0	0	4	2
14	9	Male	Hispanic	1	HS	Public	City	79.621011	82.170332	82.016149	3.460368	0.947567	1.712113	1	0	0	1	0	3	2
14	9	Male	Hispanic	4	Bachelors+	Private	Suburban	83.108076	79.125635	92.075035	3.497091	0.915749	1.246779	1	0	1	1	0	4	1
18	12	Male	White	4	Bachelors+	Private	Rural	60.828179	70.179227	64.215808	2.389707	0.89621	1.118263	1	0	0	1	1	2	3
15	10	Female	White	4	<HS	Public	Suburban	73.758454	75.672819	80.090867	2.970874	0.901219	0.677244	1	0	0	1	0	5	3
18	12	Male	White	3	HS	Public	Rural	63.603041	74.856552	55.971902	2.581797	0.863649	0.716074	1	0	0	0	0	3	3
17	12	Male	Hispanic	4	HS	Private	City	61.133531	76.369352	74.581729	2.853783	0.862499	0.98573	1	0	0	1	0	3	2
18	12	Female	Hispanic	2	HS	Public	City	100	96.007425	100	3.953791	1	1.456677	1	1	0	1	1	4	1
17	12	Female	Hispanic	4	SomeCollege	Private	City	79.591407	83.443645	73.261234	2.90454	0.909624	0.889592	1	0	0	1	0	1	3
14	9	Female	White	4	Bachelors+	Public	City	74.376935	76.076171	75.060824	3.270234	0.894727	1.438716	1	1	0	1	0	4	5
15	10	Male	Black	3	HS	Public	City	72.896559	67.676005	55.20847	2.240997	0.833064	0.900691	1	0	0	1	0	3	2
18	12	Male	Black	3	SomeCollege	Private	Suburban	82.872076	92.767549	89.365055	4	0.96536	1.062092	1	1	0	1	0	3	1
17	12	Male	Two-or-more	4	SomeCollege	Public	City	62.444264	56.277486	47.037623	1.914751	0.80011	0	1	0	0	0	0	4	3
15	10	Male	Hispanic	4	SomeCollege	Public	Rural	68.050366	71.701573	74.015153	2.896984	0.846459	0.604457	1	1	0	1	1	2	3
16	11	Male	Hispanic	3	Bachelors+	Public	Town	81.807554	80.817169	69.274812	2.86299	0.904218	1.607882	1	0	0	0	0	5	2
14	9	Female	White	3	SomeCollege	Public	City	74.687686	79.25161	72.692396	3.196462	0.911895	1.327978	0	1	0	0	1	3	4
16	11	Female	Hispanic	4	HS	Public	Suburban	47.172683	62.704246	55.839312	2.40544	0.821849	0.695423	1	0	0	0	0	5	2
15	10	Male	White	1	HS	Public	Rural	71.185669	84.221532	71.294395	3.205355	0.898384	1.353246	1	1	0	0	0	4	1
17	12	Male	Hispanic	1	<HS	Public	Suburban	97.197622	82.301887	86.681269	3.901778	0.946375	2.01196	0	0	0	0	0	4	3
14	9	Female	White	1	HS	Public	Town	51.133067	53.748646	55.892388	2.353539	0.821856	0.144562	1	1	0	1	0	3	1
15	10	Female	White	2	<HS	Public	Town	79.635318	73.199988	72.343875	2.826139	0.922839	0.883424	1	1	0	0	0	4	3
15	10	Female	Black	2	HS	Public	Suburban	79.804776	78.321532	82.679551	2.910011	0.943191	1.040357	1	0	0	0	0	3	2
18	12	Female	Black	1	HS	Public	Suburban	81.815382	78.243514	70.985632	2.76423	0.908229	1.228657	1	0	0	0	0	3	3
14	9	Male	Hispanic	1	<HS	Public	Town	73.832478	72.418895	71.57608	3.370912	0.858112	0.781217	1	1	0	0	0	3	1
17	12	Female	White	3	Bachelors+	Public	Rural	71.971577	69.14561	80.05418	3.12433	0.888622	0.736492	1	1	0	0	0	3	3
18	12	Female	Black	2	<HS	Public	Rural	79.379128	80.243111	70.860739	3.324517	0.903598	1.268233	1	1	0	1	0	2	1
15	10	Female	White	3	Bachelors+	Public	Town	61.052218	71.737873	69.726104	2.000976	0.8584	0.874219	1	0	0	1	0	3	2
18	12	Female	Black	3	Bachelors+	Public	Suburban	70.831136	69.261035	69.462976	2.820253	0.859828	0.550279	1	0	0	0	0	4	1
18	12	Female	Asian	4	SomeCollege	Private	City	83.590322	82.213115	76.203301	3.351156	0.936233	0.60614	1	1	0	0	0	2	1
18	12	Female	White	4	Bachelors+	Public	Suburban	80.960929	84.576424	82.067851	3.327797	0.900732	1.253009	1	0	0	1	1	3	2
15	10	Female	Hispanic	3	SomeCollege	Public	Town	90.085828	85.723454	80.463084	3.029914	0.952808	1.417914	1	1	0	1	0	4	3
14	9	Female	Two-or-more	4	Bachelors+	Public	Suburban	72.709604	74.838019	67.557224	3.312579	0.897079	0.676545	1	1	1	1	0	2	3
16	11	Male	Hispanic	3	SomeCollege	Public	Suburban	76.249534	73.878252	76.603775	3.285241	0.909602	1.160489	0	0	0	0	0	3	2
14	9	Male	White	3	HS	Public	Suburban	91.243119	74.536781	75.860878	3.074615	0.942474	1.481266	1	1	0	1	0	4	1
17	12	Male	White	3	SomeCollege	Public	Suburban	68.28011	74.011571	66.150967	3.120382	0.855205	0.899757	1	1	0	0	0	2	3
18	12	Male	Hispanic	1	SomeCollege	Public	Rural	50.221928	50.384336	49.333582	2.153878	0.767912	0.550476	1	1	0	0	0	5	2
14	9	Male	White	2	<HS	Public	City	84.816998	78.239833	74.898686	3.043719	0.908581	0.83712	1	1	1	0	0	3	2

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