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	Hispanic	2	SomeCollege	Public	City	76.281	85.724471	84.177988	3.571766	0.939016	1.314587	0	0	1	0	1	3	2
14	9	Female	White	1	Bachelors+	Public	City	70.231148	66.655136	79.302096	2.932416	0.885245	0.909749	1	0	1	0	0	2	2
16	11	Male	White	3	SomeCollege	Public	Rural	86.6533	85.552566	86.897919	3.687331	0.935263	1.967965	1	0	0	0	0	4	3
15	10	Female	Hispanic	2	HS	Public	Rural	69.620942	85.281034	82.269151	2.947702	0.938804	0.949379	1	1	0	1	0	5	2
18	12	Male	Hispanic	1	<HS	Public	Suburban	71.19556	76.649137	71.394513	3.196136	0.881639	1.216658	1	1	1	0	1	2	2
17	12	Male	Hispanic	2	HS	Public	City	67.122951	75.431186	59.793355	2.017384	0.845997	0.571944	1	1	0	0	0	3	3
14	9	Female	White	4	SomeCollege	Public	Suburban	76.405077	79.887578	83.797015	2.790205	0.909301	1.123394	1	1	0	1	1	4	2
18	12	Female	White	2	<HS	Public	City	81.595441	85.338549	82.857773	3.543862	0.953229	1.280304	0	0	0	0	0	4	1
15	10	Female	Hispanic	1	<HS	Public	Suburban	91.032872	100	84.069559	3.789798	0.977362	1.64921	1	1	0	1	0	3	1
14	9	Male	Hispanic	3	HS	Public	Suburban	82.445699	91.1887	78.801673	3.373312	0.96048	1.971109	1	1	0	0	0	5	2
14	9	Female	White	4	HS	Public	Suburban	83.410311	74.724657	80.005581	2.771503	0.908506	0.858421	1	1	0	1	0	1	1
18	12	Male	Hispanic	4	SomeCollege	Public	Suburban	64.452788	62.132552	57.9355	2.113506	0.811827	0.320731	1	1	0	0	1	3	2
14	9	Male	Hispanic	2	HS	Private	City	72.4785	79.831161	86.510669	3.342101	0.942147	1.288115	1	1	0	0	0	2	3
16	11	Female	Black	3	Bachelors+	Public	City	99.657186	81.302069	91.516328	3.286874	0.967103	1.749316	1	0	0	1	0	2	1
16	11	Female	White	2	HS	Public	Suburban	74.595136	75.587803	64.613759	2.449184	0.88809	1.051689	1	1	0	0	0	3	1
14	9	Male	Hispanic	4	SomeCollege	Private	Suburban	80.987663	92.816552	92.684129	3.255142	0.966185	1.369208	1	0	0	1	0	4	2
18	12	Male	Asian	4	SomeCollege	Public	Suburban	73.992023	61.287948	66.271136	2.176962	0.871512	0.859648	1	1	0	0	1	2	2
14	9	Female	White	1	Bachelors+	Public	Rural	69.501534	73.780033	65.365062	2.967279	0.901809	0.936385	1	1	0	0	0	2	3
14	9	Female	Black	1	<HS	Public	Rural	72.718657	78.978343	80.783074	3.281941	0.893178	1.028325	1	1	1	0	0	3	2
14	9	Female	Hispanic	3	<HS	Private	Suburban	70.178592	60.257225	62.227142	2.724772	0.865422	1.068881	0	0	0	0	0	3	1
14	9	Male	White	4	SomeCollege	Private	City	67.143709	72.422202	70.742925	3.103829	0.908467	1.438929	1	1	0	0	0	2	4
17	12	Female	Asian	2	SomeCollege	Public	Town	71.857106	81.648023	70.256512	3.03819	0.904648	0.981316	0	1	0	1	0	3	2
15	10	Male	Hispanic	3	SomeCollege	Private	Suburban	82.037935	77.595228	77.298451	3.016185	0.92718	1.007882	1	0	0	1	0	4	1
18	12	Male	White	2	SomeCollege	Public	Rural	53.215109	62.155586	57.692228	2.358598	0.803591	0.895238	1	0	1	1	0	3	1
15	10	Male	Hispanic	3	HS	Private	Rural	76.002861	72.940432	80.589511	3.38357	0.909034	0.803581	0	1	0	1	1	2	3
16	11	Female	White	2	HS	Public	City	56.938227	47.173435	52.61297	1.75322	0.807251	0.394874	0	1	0	1	0	3	1
18	12	Male	Hispanic	4	SomeCollege	Public	Suburban	75.350339	78.890015	66.252042	2.906304	0.893404	1.145835	1	0	0	1	0	3	2
16	11	Male	White	4	HS	Public	Town	76.001845	67.165003	77.482879	2.708718	0.888161	0.904186	1	0	0	1	1	4	2
17	12	Female	Black	1	HS	Public	Suburban	66.876004	58.971429	50.647758	3.056922	0.822349	0.250381	0	1	0	0	0	3	3
17	12	Male	Hispanic	1	Bachelors+	Public	Suburban	67.041261	82.285556	76.517702	2.52916	0.924661	1.732841	1	1	1	0	1	2	1
17	12	Female	White	4	HS	Public	Suburban	72.836228	72.784734	66.71055	2.939753	0.836485	1.01067	1	1	0	0	1	2	2
16	11	Male	White	2	SomeCollege	Public	Suburban	73.951197	73.376136	66.103673	3.148814	0.883668	0.907065	1	1	0	1	0	2	1
16	11	Female	White	3	SomeCollege	Public	City	79.051601	74.513678	68.907935	2.751837	0.910164	0.830497	1	0	0	1	1	4	1
15	10	Female	Hispanic	1	SomeCollege	Public	City	73.474703	75.052946	67.948612	3.021188	0.915398	0.622967	1	0	1	1	0	3	3
16	11	Male	Hispanic	2	HS	Public	Suburban	88.67236	83.538069	80.054608	3.217916	0.902336	0.745954	1	1	0	0	0	4	2
16	11	Male	White	3	SomeCollege	Public	Town	76.317074	87.468971	75.273155	2.995618	0.918456	0.89645	0	1	0	0	0	1	1
16	11	Female	Two-or-more	4	Bachelors+	Private	Suburban	79.206078	81.481078	94.1807	3.119121	0.935372	0.60292	1	0	1	0	1	3	1
14	9	Female	Hispanic	4	HS	Public	Suburban	76.952557	74.227549	78.999987	2.959992	0.890707	0.554563	1	0	0	0	0	5	2
14	9	Female	White	2	SomeCollege	Public	City	78.858169	76.502072	76.90546	2.779514	0.908206	1.249818	1	1	1	0	0	2	3
14	9	Female	Hispanic	1	<HS	Public	Rural	81.251228	82.372633	81.186493	3.693105	0.909775	1.467852	1	0	0	1	1	3	1
17	12	Male	Black	4	Bachelors+	Private	Suburban	91.999395	92.614614	79.180309	3.253151	1	1.360636	1	0	0	0	0	4	2
14	9	Female	White	4	Bachelors+	Public	Suburban	77.513151	82.556325	85.874486	3.028649	0.958929	1.281462	1	1	0	1	0	4	2
14	9	Male	White	2	HS	Private	Suburban	84.151691	81.172039	85.386146	3.646758	0.946537	1.298959	1	0	0	1	1	1	3
18	12	Male	Hispanic	1	HS	Public	City	79.286491	81.870792	79.151807	3.003049	0.908911	1.010853	0	1	0	0	1	3	2
18	12	Female	Asian	2	<HS	Public	City	77.037739	72.037517	73.809231	3.036916	0.872927	1.201801	1	1	0	0	0	2	3
14	9	Male	Hispanic	4	HS	Public	City	58.974272	56.606484	59.801039	2.253375	0.806192	0.637026	1	0	0	0	0	1	3
16	11	Female	White	4	SomeCollege	Public	Suburban	61.505411	72.980152	71.069959	3.325823	0.850144	1.076413	1	1	0	1	0	1	3
17	12	Male	White	2	HS	Public	City	70.837527	63.587294	74.967922	2.570506	0.850765	1.085579	0	0	0	0	0	4	3
15	10	Male	Hispanic	4	HS	Public	Suburban	59.959318	62.039556	64.432607	2.048455	0.830362	0.379219	1	1	0	1	0	3	4
15	10	Male	White	3	HS	Public	City	86.935007	92.50625	88.185666	3.717643	0.987863	0.831657	1	1	0	0	1	4	2
17	12	Male	White	4	SomeCollege	Private	City	79.262793	74.741347	79.583484	3.143299	0.89455	0.839125	1	0	0	1	0	2	1
15	10	Male	White	3	HS	Public	Town	76.309274	76.417875	79.204373	3.688828	0.909369	1.28154	1	0	0	0	0	1	2
18	12	Female	White	1	HS	Public	City	65.214753	58.973986	62.600126	2.408954	0.830283	1.1549	1	1	1	1	1	2	3
18	12	Male	White	4	Bachelors+	Public	Suburban	78.773507	75.531836	77.419288	3.254759	0.934329	1.534231	1	0	0	1	1	2	3
14	9	Female	Asian	2	SomeCollege	Public	Rural	68.258232	54.017729	65.330519	2.846437	0.853365	1.421008	1	0	0	0	0	3	2
16	11	Female	White	3	SomeCollege	Public	City	54.839645	58.100138	60.744952	2.971008	0.864783	0.227412	1	0	1	0	0	3	3
15	10	Female	Hispanic	1	Bachelors+	Public	Suburban	77.7626	75.573332	76.223337	2.39581	0.860172	0.856241	1	1	0	0	1	3	2
15	10	Female	White	1	HS	Public	Rural	71.076331	63.092608	75.604854	2.426417	0.850194	0.796245	0	0	0	0	0	1	1
18	12	Female	White	4	SomeCollege	Private	City	81.015928	69.615527	83.415415	3.29641	0.862975	1.178183	1	0	0	1	0	3	3
18	12	Male	White	2	SomeCollege	Public	City	88.759879	78.93879	82.299107	3.443023	0.968889	1.750998	1	0	0	0	0	3	3
17	12	Female	Hispanic	4	Bachelors+	Public	Suburban	86.745082	95.026699	86.057824	3.329466	0.954806	1.11848	1	1	0	1	1	4	1
18	12	Female	Black	4	Bachelors+	Public	City	72.126062	79.094182	80.075617	3.396626	0.90876	0.69473	1	1	0	1	0	5	3
15	10	Female	Hispanic	4	Bachelors+	Public	City	86.828853	89.1356	82.884856	3.834041	0.969552	1.840371	1	0	0	1	0	5	2
14	9	Male	Hispanic	1	Bachelors+	Public	City	58.6859	59.950546	58.354164	2.596204	0.81752	0.847992	1	0	0	0	1	3	1
15	10	Male	Two-or-more	4	HS	Public	Rural	83.478846	73.176014	79.790193	3.005946	0.927468	1.113114	1	1	0	0	0	3	1
15	10	Male	Hispanic	1	HS	Public	City	78.917624	73.299092	73.439774	3.427758	0.888517	1.036362	0	0	0	1	0	2	2
18	12	Female	Two-or-more	3	<HS	Public	City	47.163483	45.50249	51.160302	1.495046	0.757682	0.39397	1	0	0	0	0	2	3
16	11	Male	White	1	HS	Private	Suburban	72.742479	74.604169	84.348891	2.93233	0.89188	1.163891	1	0	0	0	1	4	3
16	11	Male	Black	2	SomeCollege	Public	Suburban	49.216132	58.449419	59.535924	2.473772	0.776705	0.383783	1	0	0	1	0	2	4
14	9	Male	Black	1	<HS	Public	City	73.800973	76.382756	73.465279	2.785105	0.889599	1.052263	1	1	1	0	0	4	3
17	12	Male	Hispanic	4	SomeCollege	Private	City	83.255772	70.505799	75.610346	3.085289	0.895384	1.29781	1	0	1	1	0	3	3
18	12	Female	White	3	HS	Private	Suburban	56.834475	59.316474	62.092167	2.45132	0.850861	0.566901	1	1	0	0	0	4	1
14	9	Female	Hispanic	4	SomeCollege	Public	Rural	77.793062	89.311468	85.831455	3.293404	0.972512	1.381773	1	1	0	0	0	3	3
17	12	Male	White	3	SomeCollege	Public	Rural	80.03643	74.346099	77.205092	2.822968	0.928144	0.738694	1	0	0	0	0	5	1
17	12	Male	White	1	SomeCollege	Public	Suburban	91.381172	100	97.280221	3.910062	1	0.999263	1	1	0	0	0	3	2
15	10	Female	White	4	Bachelors+	Public	Suburban	58.757429	59.427677	60.700524	2.828114	0.837934	0.658608	1	0	0	1	0	3	1
16	11	Female	Black	2	Bachelors+	Public	Suburban	74.140499	87.566726	81.103244	2.945939	0.91385	0.783816	0	0	0	1	1	3	3
15	10	Male	Hispanic	1	<HS	Public	City	74.043527	82.583417	73.344997	3.013284	0.915403	0.933508	1	1	0	0	1	4	2
17	12	Male	Hispanic	4	Bachelors+	Public	Rural	77.612195	86.456574	91.55098	3.759114	0.951544	1.684292	1	0	0	0	1	3	1
14	9	Female	Black	3	HS	Public	Suburban	80.854366	73.533121	67.002516	2.651487	0.884873	1.092794	1	0	0	1	0	3	3
18	12	Male	Hispanic	3	SomeCollege	Private	Town	69.700641	73.169804	79.886642	3.145928	0.918698	0.660732	1	0	0	1	0	3	1
16	11	Female	Hispanic	4	SomeCollege	Public	City	77.54539	77.523195	69.215965	3.417994	0.903701	0.569029	1	1	0	1	0	3	2
16	11	Male	White	3	SomeCollege	Public	Town	73.934028	82.448128	92.692957	3.323941	0.926933	1.000046	1	1	0	0	0	4	1
18	12	Female	White	4	Bachelors+	Private	Suburban	66.706342	67.390451	62.739255	2.934728	0.837867	0.506477	1	1	0	1	1	2	2
17	12	Female	Hispanic	3	HS	Public	Suburban	51.588456	64.672233	59.526481	2.274758	0.839063	1.148599	1	1	0	0	1	4	2
17	12	Female	Asian	2	HS	Public	Suburban	86.113857	85.869757	82.076966	3.073426	0.970367	1.138125	1	0	0	0	0	1	4
15	10	Female	White	4	HS	Public	City	56.715065	60.564878	60.452498	2.537392	0.82042	0.815659	1	1	0	1	0	2	3
15	10	Male	White	4	Bachelors+	Public	Town	81.042727	75.805473	78.090275	2.43507	0.93402	1.253626	1	0	0	1	0	4	2
15	10	Male	Hispanic	3	SomeCollege	Public	Suburban	85.334388	86.947484	76.012158	2.742919	0.926374	0.611582	1	1	0	0	0	4	1
14	9	Female	White	4	Bachelors+	Public	City	76.707997	83.839601	93.461557	3.678864	0.937884	1.059548	1	1	0	1	1	3	1
17	12	Female	White	4	HS	Public	City	68.450771	76.470681	72.435809	2.920941	0.896369	0.816678	1	1	0	0	0	3	1
16	11	Female	Hispanic	2	SomeCollege	Public	City	85.303438	90.292927	69.968199	3.22069	0.945272	1.29561	1	0	0	0	0	4	2
18	12	Female	White	2	SomeCollege	Public	City	72.243445	51.766685	64.168429	2.108813	0.873158	0.822461	1	1	0	1	0	3	1
15	10	Male	White	2	HS	Public	City	77.222665	68.370119	73.142832	2.998481	0.900035	0.930675	0	1	1	1	0	5	1
15	10	Male	White	1	HS	Private	Suburban	82.865125	81.134247	80.986361	3.302896	0.944109	1.591332	1	1	0	0	0	3	3
14	9	Female	White	3	SomeCollege	Public	City	99.993195	85.771148	85.479784	3.961337	0.990472	1.137656	1	1	0	0	0	3	2
17	12	Male	Hispanic	4	Bachelors+	Public	Suburban	66.404625	54.425435	69.782206	2.654203	0.849388	0.910171	1	1	0	1	0	3	1
17	12	Male	Hispanic	1	HS	Public	Suburban	68.859081	78.125049	76.697649	2.82596	0.877961	1.1425	1	0	0	0	1	3	3
16	11	Female	Asian	3	HS	Private	Town	80.753621	76.55688	73.640146	3.103406	0.919027	1.023548	1	0	0	0	0	3	3
17	12	Female	White	2	SomeCollege	Public	Suburban	71.41999	79.83939	75.911265	3.059482	0.88428	0.359757	1	0	1	1	0	4	1

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