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
16	11	Male	White	4	Bachelors+	Public	Rural	72.690101	76.211338	66.123194	2.946563	0.899396	1.008619	1	1	1	0	1	5	4
16	11	Female	Hispanic	3	SomeCollege	Public	Rural	64.601257	67.989874	75.889627	2.349883	0.856561	0.725976	1	1	0	0	0	2	3
16	11	Female	Asian	4	HS	Private	Rural	67.582472	60.150293	69.48542	2.827031	0.865939	1.663936	1	1	0	1	0	3	1
16	11	Female	Two-or-more	2	HS	Public	Rural	76.047437	61.402273	65.252194	2.493974	0.844338	0.463655	1	1	1	1	0	4	2
18	12	Female	Asian	1	<HS	Public	Town	80.880485	74.323408	74.458368	2.921565	0.934811	0.929003	0	1	0	0	1	3	2
16	11	Female	Hispanic	1	HS	Public	Suburban	72.279379	76.005394	61.914055	2.69432	0.867259	1.198719	1	1	0	1	0	3	1
18	12	Male	White	2	Bachelors+	Public	City	74.776755	72.326566	73.685093	3.105044	0.900014	0.653637	1	1	1	1	1	4	1
15	10	Male	White	2	SomeCollege	Public	City	92.561022	94.769923	82.816487	3.560947	0.976633	1.450566	0	0	0	0	0	1	2
17	12	Female	White	2	<HS	Public	City	90.388273	93.844529	95.681631	4	1	1.21006	1	1	0	0	0	5	2
18	12	Male	Black	4	Bachelors+	Private	Rural	83.665108	80.986207	75.951886	2.9205	0.956973	1.05312	1	1	0	0	1	2	3
18	12	Male	Black	3	HS	Public	Suburban	74.623729	72.110166	68.520398	3.306203	0.896622	1.328051	1	0	0	0	0	3	2
15	10	Male	White	3	SomeCollege	Public	Rural	81.174449	72.996367	78.296098	2.99752	0.931524	1.114337	0	1	0	0	0	4	1
15	10	Male	Other	2	HS	Public	Town	75.930338	85.866194	72.176283	2.992503	0.932542	1.653437	1	0	0	0	0	3	3
17	12	Male	Hispanic	3	SomeCollege	Public	Rural	77.865748	77.126131	74.592885	3.143676	0.908546	0.782883	1	1	0	0	0	2	2
14	9	Male	White	2	HS	Private	Suburban	99.085266	90.874505	100	4	0.989861	0.478996	1	0	1	1	1	2	1
14	9	Male	White	4	HS	Public	Town	72.190889	65.726834	66.468753	2.750285	0.876973	1.384566	1	1	0	0	0	4	3
18	12	Female	White	2	SomeCollege	Public	Suburban	89.613479	82.52523	83.894891	3.498299	0.948419	1.799303	1	1	0	0	1	3	2
18	12	Female	White	2	SomeCollege	Public	Rural	64.503898	65.335594	54.287865	2.429353	0.813661	0.907548	1	1	0	0	1	3	2
17	12	Male	White	3	HS	Public	Suburban	82.057427	77.805682	76.198931	2.579241	0.923058	1.331846	1	1	0	0	1	5	2
16	11	Male	Hispanic	3	SomeCollege	Public	Suburban	62.650662	66.962304	66.143304	1.897228	0.84954	0.522443	1	1	0	0	0	3	1
14	9	Female	Two-or-more	3	HS	Private	Rural	80.947654	75.463803	75.955962	2.850801	0.906724	1.005065	1	0	0	0	0	4	3
17	12	Male	Black	3	Bachelors+	Public	Rural	99.772632	93.516029	79.737954	3.974465	0.972991	1.607085	1	1	0	1	1	3	3
16	11	Female	White	2	Bachelors+	Public	City	69.928848	65.436156	84.294065	2.784609	0.885191	0.859242	1	0	0	1	1	2	3
14	9	Male	Hispanic	3	HS	Public	Suburban	59.532157	63.185642	61.212416	2.101962	0.873123	0.54672	1	0	0	1	0	4	3
16	11	Female	Black	2	HS	Public	City	78.654718	78.989926	84.593859	3.058943	0.939621	0.888003	0	0	1	1	0	3	3
16	11	Male	White	3	SomeCollege	Public	Suburban	75.924564	81.816543	79.153975	3.606059	0.937991	1.156103	1	1	0	1	0	2	1
15	10	Male	Hispanic	1	<HS	Public	Town	78.10319	68.534215	70.923298	3.044139	0.896466	0.854797	1	0	0	0	0	4	2
15	10	Male	Hispanic	2	HS	Public	Town	62.514242	72.166659	58.069004	2.657841	0.866074	0.976443	0	0	1	1	0	2	1
16	11	Male	Hispanic	3	SomeCollege	Private	City	62.683942	75.409633	62.623894	2.61329	0.858529	0.715691	1	1	0	1	0	4	1
18	12	Male	Hispanic	1	HS	Public	City	63.708519	60.207953	68.135105	2.530378	0.838259	0.36717	0	1	0	1	0	4	1
16	11	Female	Black	2	<HS	Public	City	65.024514	78.298142	73.242824	3.007102	0.903831	1.431212	1	0	0	1	0	3	1
18	12	Female	Hispanic	4	SomeCollege	Public	Rural	51.205801	61.639858	60.81857	2.586245	0.837167	0.884091	1	1	1	1	1	3	2
15	10	Female	White	1	Bachelors+	Public	Suburban	82.110726	75.643477	81.105843	3.491526	0.914431	1.533201	0	0	0	1	0	2	2
14	9	Female	Black	2	<HS	Public	City	92.763617	92.023846	92.413927	4	1	1.956715	1	1	1	0	0	5	2
18	12	Female	White	3	HS	Public	Suburban	79.9577	74.018539	72.081803	3.268287	0.916094	0.748483	1	0	0	0	0	3	2
18	12	Female	White	1	<HS	Public	Suburban	75.90499	70.901795	71.690805	3.407491	0.876957	0.698189	1	1	0	0	0	2	1
14	9	Male	White	1	Bachelors+	Public	City	81.40323	80.82855	67.834578	2.616525	0.879151	0.812734	1	1	1	0	0	3	2
18	12	Male	Hispanic	2	<HS	Public	Suburban	67.542937	74.680102	76.73752	2.842996	0.890993	1.141936	1	1	1	0	1	4	1
16	11	Female	Hispanic	4	HS	Private	Rural	79.027351	86.073476	81.265974	3.268071	0.974314	1.109898	1	1	0	0	0	3	1
16	11	Male	White	4	HS	Public	Town	88.238504	66.408059	92.113881	4	0.966721	0.680104	1	1	0	0	0	3	2
17	12	Male	Black	3	SomeCollege	Private	Rural	83.349794	78.455953	61.961822	2.783448	0.894276	1.438403	1	0	0	1	1	1	2
17	12	Male	Hispanic	2	HS	Public	Town	71.16213	66.19912	75.696491	2.753835	0.897557	1.060877	1	0	0	0	0	4	2
14	9	Male	White	1	HS	Public	Suburban	88.940567	80.000816	99.078846	3.718386	0.945945	1.855136	1	0	0	0	0	4	4
17	12	Male	White	2	HS	Public	City	63.511488	61.254685	65.421775	2.511001	0.848806	0.590461	1	1	0	1	0	1	2
15	10	Female	Asian	2	SomeCollege	Public	City	62.183233	59.190171	72.879544	2.297626	0.813325	0.961221	1	1	0	1	0	4	3
16	11	Female	Hispanic	3	SomeCollege	Private	City	72.672915	74.375761	73.927848	3.137671	0.861454	0.834557	0	0	0	1	0	2	1
18	12	Male	White	3	Bachelors+	Public	Suburban	62.974595	77.48781	67.478315	2.91083	0.881783	0.596404	1	0	0	0	1	3	2
14	9	Male	White	2	SomeCollege	Private	City	56.503744	72.961127	59.13537	2.431067	0.849572	1.267372	1	1	1	0	0	1	5
16	11	Male	White	2	HS	Public	Suburban	95.700301	82.369445	87.704551	3.47765	0.97724	1.242453	1	1	0	0	0	4	1
16	11	Female	Asian	1	HS	Public	Rural	65.075295	65.552481	70.077924	3.221729	0.847601	0.995095	0	1	0	0	0	4	1
15	10	Female	Hispanic	3	SomeCollege	Private	Town	91.447801	93.990705	81.196166	4	1	1.729575	1	1	0	0	0	3	2
14	9	Male	White	2	HS	Public	City	74.971288	81.704903	91.449895	3.547754	0.914331	0.914321	1	1	0	0	0	1	4
15	10	Female	White	3	HS	Private	Town	82.355513	78.83099	88.492114	3.176271	0.968007	1.119685	1	0	0	0	0	1	1
18	12	Male	White	1	HS	Private	City	81.481969	71.161324	72.055465	3.194384	0.909592	0.719054	0	0	1	1	0	2	1
16	11	Female	White	1	<HS	Public	City	85.140176	78.758382	86.210843	3.327945	0.948506	0.672332	1	1	0	0	0	3	3
17	12	Male	Hispanic	4	HS	Public	Suburban	63.251275	71.704531	71.268286	2.797841	0.85604	0.629232	1	0	0	0	1	4	1
17	12	Male	Two-or-more	1	HS	Public	City	76.913285	69.890458	72.673351	3.029668	0.858393	0.777058	1	1	1	0	1	2	2
15	10	Female	Hispanic	3	SomeCollege	Public	Suburban	74.357584	85.956255	87.846062	3.61976	0.96924	0.726031	1	1	0	1	0	4	2
16	11	Female	Hispanic	2	SomeCollege	Public	City	73.55693	81.286483	76.210094	3.217052	0.876316	1.071691	1	1	0	0	0	3	3
14	9	Male	White	4	Bachelors+	Public	City	83.23336	65.396009	75.596395	3.18849	0.910537	1.448118	1	0	1	0	0	3	4
14	9	Male	White	4	SomeCollege	Public	Town	74.648811	63.821841	76.649331	2.964782	0.907308	0.333485	1	0	1	0	0	3	1
15	10	Male	White	1	<HS	Public	Rural	65.748302	63.296142	74.136953	2.837513	0.844408	1.001743	1	1	0	0	0	4	2
14	9	Male	Hispanic	4	HS	Public	Rural	81.463281	79.258396	82.072365	2.942382	0.935954	0.938769	1	1	0	0	0	2	2
15	10	Female	Hispanic	3	SomeCollege	Public	City	72.985037	75.814637	81.897091	3.469287	0.891853	0.790202	1	0	0	0	0	3	3
15	10	Male	White	3	SomeCollege	Public	Rural	70.962293	68.033963	79.187392	2.967909	0.851055	0.540183	1	1	0	0	0	3	1
14	9	Female	Black	3	Bachelors+	Public	Suburban	67.824138	74.600006	67.254823	2.494691	0.873335	0.566384	1	1	1	1	0	1	2
17	12	Female	Hispanic	3	HS	Public	Suburban	89.763211	90.692756	81.154009	3.283866	0.976359	1.683999	1	0	0	0	0	5	3
17	12	Male	White	4	Bachelors+	Public	Rural	76.033667	66.872875	74.963116	3.069268	0.882926	0.983877	1	1	0	0	1	3	4
17	12	Male	Hispanic	1	<HS	Public	Suburban	88.683947	84.400288	82.383612	3.438338	0.965273	0.982017	1	1	0	0	0	2	2
17	12	Male	White	4	Bachelors+	Public	Suburban	83.395948	81.157902	78.16382	3.453662	0.958199	1.457763	1	1	0	1	0	2	3
16	11	Male	White	3	Bachelors+	Public	Suburban	70.116442	71.883665	69.024876	2.582387	0.89047	0.745483	1	0	1	1	0	1	2
17	12	Male	White	2	<HS	Public	City	66.780167	76.223866	74.517861	3.123062	0.876546	0.792536	1	0	0	0	0	2	1
16	11	Female	White	2	HS	Public	Town	92.847357	92.540172	84.24284	3.677283	0.978556	0.579174	1	1	1	1	0	4	2
17	12	Female	Hispanic	4	Bachelors+	Private	City	67.397911	72.136326	71.20277	3.253345	0.856319	0.870501	1	1	0	0	0	3	3
16	11	Male	White	2	SomeCollege	Public	Rural	94.360132	84.336389	87.403759	3.718966	0.959759	0.882299	1	1	0	0	0	2	3
17	12	Male	Asian	1	SomeCollege	Public	Suburban	60.321053	59.822146	53.785151	2.471439	0.82102	0.407081	0	1	0	0	0	3	2
18	12	Female	Black	1	SomeCollege	Public	Suburban	61.619546	58.519324	56.59855	2.099771	0.829874	0.558718	1	1	0	0	0	5	4
15	10	Male	Hispanic	3	Bachelors+	Public	Suburban	54.759956	62.638728	59.396266	2.283929	0.831863	0.850972	1	1	1	0	0	3	2
14	9	Male	Hispanic	4	SomeCollege	Public	Town	72.701066	84.943846	81.943425	2.946817	0.944439	1.631628	1	0	0	1	1	2	3
18	12	Male	Hispanic	4	SomeCollege	Public	Town	84.862574	91.272643	85.120487	3.782506	0.980119	1.056589	1	0	0	0	0	4	1
17	12	Male	White	3	SomeCollege	Public	Rural	65.675324	61.594541	61.468439	2.888101	0.871233	0.536647	1	1	0	1	0	1	3
18	12	Female	White	2	HS	Public	Rural	67.967016	78.451889	77.853052	2.7905	0.918537	1.003724	0	1	0	0	0	2	1
18	12	Male	Black	1	<HS	Public	Suburban	87.636963	77.943255	83.711806	3.936282	0.979706	1.108124	1	1	0	1	1	4	3
15	10	Female	White	3	Bachelors+	Public	Rural	60.451416	76.1685	66.017381	2.685406	0.881463	0.534438	1	1	0	1	0	3	2
17	12	Female	Hispanic	2	SomeCollege	Private	Rural	78.511222	71.270492	70.129065	2.07206	0.904411	0.854076	1	1	1	1	1	4	2
14	9	Female	White	3	HS	Private	Town	74.25664	60.315772	59.422321	2.35681	0.852669	0.597087	1	0	0	1	0	4	3
17	12	Male	Black	1	<HS	Public	City	83.059094	83.601423	74.05177	3.483059	0.96428	1.100529	1	0	0	0	0	3	3
17	12	Male	Two-or-more	1	HS	Public	Town	82.77574	60.837742	85.651612	2.864785	0.892565	0.83419	1	1	1	0	0	4	2
14	9	Male	White	3	HS	Private	Town	78.073943	76.466918	67.171544	3.453235	0.878828	1.287036	1	1	0	0	0	4	2
18	12	Female	Asian	1	<HS	Public	Suburban	77.512501	85.676995	82.5107	3.565971	0.945078	1.188683	1	1	0	0	1	4	1
14	9	Male	White	4	Bachelors+	Public	Town	87.938959	86.059795	82.607167	3.301876	0.976504	1.289205	1	0	0	1	0	4	3
18	12	Male	White	3	SomeCollege	Public	Suburban	77.754295	84.257134	86.323847	3.097772	0.903432	0.689588	1	0	0	0	0	2	3
16	11	Male	Hispanic	3	Bachelors+	Public	Town	63.296971	71.722121	63.136138	2.332005	0.845478	1.233864	1	0	0	1	1	5	1
17	12	Male	White	3	<HS	Public	City	78.791736	80.502606	75.834029	3.020344	0.92832	0.683008	1	1	0	0	0	2	1
15	10	Female	Hispanic	1	HS	Public	Suburban	78.574644	79.378318	76.033061	2.878445	0.928808	1.1547	1	1	0	0	0	4	1
18	12	Male	Two-or-more	2	SomeCollege	Private	Suburban	100	96.181683	89.110653	4	1	1.75986	1	1	1	0	0	3	2
16	11	Male	White	2	SomeCollege	Public	Rural	79.447642	78.705311	77.775389	3.33434	0.899943	0.677157	1	1	0	1	0	2	1
16	11	Female	Hispanic	4	Bachelors+	Public	City	66.208224	66.220631	71.829354	3.044139	0.885096	0.588442	1	1	1	1	0	3	1
16	11	Female	Black	3	HS	Public	Suburban	68.996087	67.470007	71.818606	2.62342	0.858872	1.082447	1	0	0	0	0	4	1
14	9	Female	Black	4	Bachelors+	Private	Rural	79.935296	88.538473	69.351416	3.353583	0.915201	1.521505	1	0	0	1	0	3	2

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