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	White	3	HS	Public	Rural	58.658496	64.970509	65.547249	2.641224	0.86953	0.871914	1	1	0	0	1	4	2
15	10	Male	White	4	HS	Public	Rural	84.627235	82.614698	93.473034	3.102247	0.943978	1.128804	1	1	0	1	0	4	3
18	12	Female	White	1	HS	Public	Suburban	96.501041	82.747911	82.158312	3.777522	0.997396	1.276354	0	1	0	1	1	3	3
15	10	Female	Black	2	HS	Public	Suburban	76.824976	92.879409	71.68176	2.893037	0.920202	1.03643	1	1	1	1	0	3	1
15	10	Female	Hispanic	3	SomeCollege	Public	Town	70.876312	72.549622	80.28927	3.058524	0.897637	1.277256	1	0	0	0	0	2	1
14	9	Female	Hispanic	3	HS	Public	Town	76.82687	75.979315	85.184959	2.623443	0.924144	1.536666	0	0	0	0	0	3	2
17	12	Male	Hispanic	3	Bachelors+	Public	City	68.939741	69.597317	67.915336	3.214501	0.881329	0.605519	1	1	1	0	0	2	4
15	10	Female	White	1	<HS	Public	Suburban	78.162747	88.088669	92.802059	3.511134	0.977355	0.954165	1	1	0	0	0	4	2
15	10	Male	Hispanic	2	<HS	Public	Rural	79.475203	88.464403	88.023513	3.526712	0.938169	1.224489	0	1	1	0	0	4	1
17	12	Female	Black	1	<HS	Public	Suburban	70.936552	65.998548	67.921073	2.826537	0.862951	0.77897	1	0	1	0	0	4	3
14	9	Female	White	1	HS	Public	City	80.607741	73.247258	71.693816	3.655148	0.866287	0.879977	0	0	1	0	0	2	2
17	12	Male	Hispanic	1	SomeCollege	Public	Rural	75.461681	78.681485	80.835456	3.547173	0.919354	1.019766	1	1	1	1	0	4	2
16	11	Male	Black	3	HS	Public	Suburban	86.779649	91.649537	80.03716	3.352074	0.970607	1.358151	0	0	0	1	0	2	2
18	12	Male	Hispanic	1	SomeCollege	Public	Rural	67.327894	70.975737	62.155774	2.643755	0.859325	0.751212	0	0	0	0	0	5	1
18	12	Female	White	3	SomeCollege	Public	City	69.368382	66.987456	65.085179	2.878386	0.851025	1.308141	1	1	0	0	1	5	1
15	10	Female	White	1	HS	Public	Suburban	57.252604	61.97641	63.152121	2.150496	0.856859	0.948989	1	1	0	0	0	2	2
16	11	Male	White	1	HS	Public	City	64.428776	64.901495	63.18465	2.66355	0.829406	0.737575	0	0	0	0	1	3	1
14	9	Female	White	3	SomeCollege	Public	City	78.674282	80.18387	76.254834	3.184579	0.927661	0.919808	1	0	0	0	0	3	1
15	10	Male	Hispanic	3	HS	Private	City	66.378878	77.890614	70.981532	3.038999	0.880951	1.166131	1	0	0	0	0	3	3
16	11	Male	Two-or-more	4	SomeCollege	Private	Rural	54.306127	68.486766	56.542655	2.781091	0.860185	0.830575	1	0	0	0	0	2	3
18	12	Female	Hispanic	1	HS	Private	Suburban	63.925911	71.803557	69.897382	2.640566	0.868861	0.870056	1	1	0	1	1	2	4
17	12	Female	Black	1	<HS	Public	Town	82.016407	73.873849	95.238089	3.017609	0.968761	1.540367	1	1	1	0	0	3	1
15	10	Male	White	3	HS	Public	City	95.726138	74.395839	67.467176	3.557673	0.926275	0.873818	1	0	0	0	0	3	3
17	12	Female	Hispanic	4	HS	Public	Suburban	87.837401	85.003804	76.688467	3.614515	0.98814	1.386746	1	0	1	1	0	3	1
18	12	Female	Hispanic	2	HS	Public	Town	81.528289	81.865457	79.744967	3.368749	0.917652	1.298097	1	1	1	0	0	4	2
14	9	Female	Two-or-more	3	Bachelors+	Public	Town	93.164162	88.468548	89.258333	3.534228	0.963213	0.825434	1	1	0	0	0	2	2
18	12	Female	White	4	Bachelors+	Private	Rural	69.128798	68.275511	71.605914	2.315129	0.857973	0.66985	1	1	0	1	0	2	3
15	10	Female	White	4	<HS	Private	Suburban	79.182399	71.758599	65.046589	3.178432	0.874646	1.172842	1	0	0	0	1	5	3
15	10	Female	Hispanic	2	SomeCollege	Public	Suburban	74.566962	73.825545	86.861589	3.647014	0.913939	1.268676	1	0	0	0	0	3	2
14	9	Female	Hispanic	2	HS	Private	Rural	73.978175	83.074995	73.581767	3.239888	0.889629	0.734692	1	0	0	0	0	2	2
17	12	Female	White	3	<HS	Private	City	75.663248	80.350824	86.007812	3.052664	0.929906	1.3242	1	0	0	1	0	2	2
18	12	Female	Hispanic	2	HS	Private	Suburban	73.992801	74.568186	63.125737	2.825815	0.888558	1.407073	1	1	0	0	1	3	4
15	10	Male	White	4	Bachelors+	Public	Suburban	58.47491	72.377432	67.257443	2.671212	0.882349	1.17092	1	0	1	0	0	3	1
17	12	Female	White	4	SomeCollege	Private	Suburban	60.714378	66.26768	59.199528	2.542671	0.820628	0.643418	1	1	1	1	1	1	2
14	9	Female	Black	1	<HS	Public	Suburban	71.806547	68.615697	81.309637	2.8816	0.900395	0.84677	0	0	0	1	0	3	3
17	12	Female	Hispanic	2	SomeCollege	Public	Suburban	66.20408	74.968606	75.033177	2.816664	0.879717	0.622467	1	1	0	1	0	2	1
15	10	Female	Two-or-more	2	<HS	Public	Suburban	98.120991	90.255469	95.306243	4	1	1.253245	1	1	0	0	0	4	2
17	12	Male	White	2	HS	Private	Suburban	82.40143	71.87085	80.173828	2.993681	0.93149	0.814255	0	0	0	1	0	3	3
14	9	Female	Asian	1	HS	Public	City	73.83626	73.766658	73.816116	2.805575	0.890003	1.077944	1	1	1	0	0	4	4
16	11	Female	Hispanic	3	SomeCollege	Public	Suburban	84.521614	89.764477	86.703787	3.1425	0.968101	1.596305	1	1	0	1	0	2	1
18	12	Female	Hispanic	2	SomeCollege	Public	Suburban	77.244022	70.433834	74.54055	3.083525	0.881224	1.048985	1	1	0	1	1	1	3
15	10	Female	Asian	1	<HS	Public	City	60.521473	68.512431	61.693437	2.675725	0.875872	0.539621	1	1	0	1	0	4	2
17	12	Male	Hispanic	4	Bachelors+	Private	Town	81.92305	82.150925	91.131422	3.454805	1	0.675827	1	0	0	0	0	3	2
15	10	Male	Hispanic	2	SomeCollege	Public	Rural	82.06538	81.488913	68.843086	2.922422	0.92078	0.716151	1	0	1	0	0	3	3
18	12	Male	White	2	<HS	Private	City	60.574199	61.422834	61.201094	2.451742	0.836162	0.750369	1	1	0	0	0	5	3
16	11	Female	Hispanic	2	<HS	Public	Suburban	66.146277	80.253112	70.658148	2.467776	0.878761	0.948974	1	0	1	1	0	3	1
18	12	Male	Black	3	SomeCollege	Public	Suburban	84.399672	79.071798	81.978066	3.388382	0.930282	1.263675	1	1	0	0	0	3	1
16	11	Male	Hispanic	2	Bachelors+	Public	Suburban	81.071926	83.787038	88.296124	3.553272	0.9055	1.277171	1	0	0	0	0	3	3
14	9	Male	Two-or-more	2	HS	Public	Suburban	71.729231	74.766118	72.803781	3.485791	0.868184	1.048836	0	1	0	0	0	3	3
15	10	Female	Hispanic	1	HS	Public	City	89.858238	81.059771	81.250878	3.504113	0.951675	1.321862	1	0	0	1	0	2	2
18	12	Male	Black	1	HS	Public	Rural	75.929194	89.693375	78.040599	3.303064	0.898856	1.046934	0	0	0	1	1	4	4
18	12	Male	Asian	2	SomeCollege	Public	Rural	77.404722	79.620129	67.885765	2.93625	0.904561	0.93334	0	0	0	0	1	3	1
16	11	Male	White	4	Bachelors+	Public	Suburban	59.33352	62.620143	58.411109	2.46006	0.83864	0.87442	1	1	1	0	0	4	4
15	10	Male	Hispanic	4	SomeCollege	Private	Rural	70.193953	69.017121	69.656391	3.123089	0.8644	1.230664	1	1	1	1	0	4	2
15	10	Female	Two-or-more	4	SomeCollege	Public	Suburban	73.718724	68.326069	74.214242	3.025301	0.847704	0.983053	1	0	0	0	1	3	2
16	11	Male	White	1	HS	Public	City	75.779961	83.289202	77.945695	3.218191	0.884983	1.21599	1	1	0	1	0	3	2
14	9	Male	White	4	<HS	Public	Suburban	70.796924	66.26764	73.881187	3.277956	0.883938	0.92459	1	0	0	0	1	3	4
18	12	Male	Hispanic	3	<HS	Public	City	82.830917	84.41168	74.963739	3.135133	0.956609	1.209218	1	0	0	0	0	4	3
15	10	Male	Two-or-more	3	<HS	Public	City	99.392573	77.725281	87.040879	3.710178	0.998838	1.659854	1	1	0	0	0	3	2
18	12	Female	White	2	SomeCollege	Public	Suburban	90.884212	94.02997	91.989937	3.801897	1	1.668968	1	1	0	0	1	4	3
14	9	Female	Hispanic	4	HS	Public	City	70.441393	73.248373	70.815616	3.288288	0.866314	1.113242	1	1	0	0	0	1	2
18	12	Male	Hispanic	3	HS	Public	Rural	76.502945	76.270697	72.862002	3.319003	0.892658	1.081287	1	1	0	0	1	3	2
17	12	Male	Black	1	SomeCollege	Public	City	69.596656	58.051505	63.961756	2.22839	0.804925	0.456816	1	1	1	0	0	3	2
17	12	Female	Hispanic	2	<HS	Public	Suburban	65.714724	65.558281	54.561122	2.321895	0.826336	0.863153	1	1	1	0	0	1	2
15	10	Male	White	2	<HS	Public	Town	86.558906	77.337559	86.232462	3.595568	0.956711	0.846554	1	0	1	0	1	2	3
14	9	Female	White	2	HS	Public	Suburban	100	83.589271	84.689164	3.55444	1	1.352216	1	0	0	1	0	3	1
16	11	Female	White	4	SomeCollege	Public	Town	90.511419	87.056024	81.025589	3.093877	0.96314	1.809928	1	0	0	0	1	5	1
17	12	Female	White	3	<HS	Public	Suburban	81.135557	89.626375	88.466183	3.397132	0.932407	1.671103	1	0	0	0	0	3	2
15	10	Female	White	2	<HS	Public	Rural	67.29455	78.160884	76.744982	2.366733	0.860053	0.905987	1	1	0	0	0	4	2
16	11	Female	White	2	HS	Public	Rural	58.269027	56.676942	60.805834	2.151439	0.845388	0.827935	1	0	0	0	0	2	2
17	12	Male	Black	2	HS	Public	City	68.08376	65.29925	69.676692	2.681883	0.86559	0.948185	1	0	0	0	0	1	2
17	12	Female	White	1	SomeCollege	Public	Rural	52.132043	56.351772	60.549094	2.335737	0.796686	0.552117	0	1	0	1	0	4	4
18	12	Female	Hispanic	4	HS	Public	Suburban	84.317431	82.163677	83.774751	3.001823	0.946426	1.52946	1	1	0	0	0	4	1
15	10	Female	White	3	<HS	Public	Suburban	78.35603	76.962371	78.89652	2.843037	0.910036	0.978042	1	0	0	0	0	3	3
14	9	Female	White	4	SomeCollege	Public	Suburban	72.580779	75.553801	76.202025	3.18806	0.899992	1.292288	1	0	0	1	0	5	1
16	11	Female	Hispanic	2	<HS	Public	City	69.98187	76.993003	82.614978	3.719578	0.91165	0.979622	1	0	1	1	0	5	2
16	11	Male	White	3	HS	Public	Suburban	90.626123	81.912946	82.390891	3.190644	0.980145	0.446681	1	0	1	0	0	1	2
18	12	Female	White	4	HS	Public	Rural	75.893977	64.770949	62.483264	3.050813	0.869879	1.066664	1	1	0	0	0	1	2
17	12	Male	Black	2	Bachelors+	Public	City	65.859978	87.215195	78.124728	3.716314	0.854826	0.623669	0	1	0	0	1	3	2
15	10	Female	White	1	HS	Private	Suburban	63.320927	68.662338	66.812377	2.296651	0.868709	1.022703	1	0	0	0	0	3	1
14	9	Male	Hispanic	1	HS	Private	City	76.604528	79.201064	82.724553	2.893781	0.913431	1.568626	1	1	0	1	0	2	1
16	11	Female	Asian	4	SomeCollege	Public	Rural	97.283124	81.575975	99.463472	3.793058	0.955538	1.43223	1	0	0	0	0	4	2
16	11	Male	Black	4	Bachelors+	Public	Rural	75.410431	68.861813	66.230361	2.414594	0.87538	0.416591	1	0	1	0	1	3	1
17	12	Male	White	4	<HS	Public	Rural	66.199541	64.372593	64.024599	2.607286	0.823384	0.844905	1	1	1	0	0	5	3
18	12	Female	White	1	<HS	Public	City	59.200884	63.957339	68.509569	2.78456	0.834957	0.702531	1	0	0	0	0	3	3
17	12	Female	Hispanic	1	<HS	Public	City	60.515207	64.479775	59.425964	2.854345	0.814611	0.843117	1	1	0	0	1	3	1
18	12	Female	Hispanic	4	HS	Public	Suburban	69.236734	69.634902	71.370495	2.893331	0.862246	1.124775	1	1	1	1	1	4	4
14	9	Female	Black	1	<HS	Public	Suburban	89.65905	94.991258	87.793356	3.350629	0.957972	1.658486	1	1	1	1	0	5	2
15	10	Male	Black	4	SomeCollege	Public	Town	76.181193	83.58183	76.281718	3.339037	0.918521	1.552672	1	0	1	0	0	4	1
18	12	Male	Black	1	HS	Public	Suburban	53.98781	77.036474	76.476955	3.176637	0.887474	0.675427	1	0	0	0	1	3	2
15	10	Female	Hispanic	3	HS	Public	Rural	67.869308	60.807072	61.408263	2.262328	0.798696	0.73894	1	1	0	0	0	2	2
18	12	Female	Black	4	SomeCollege	Private	Suburban	75.416416	66.032956	74.236981	3.268064	0.902319	0.883573	1	0	0	0	0	4	1
18	12	Male	Hispanic	1	HS	Public	City	77.754568	75.765828	75.465802	3.153243	0.896031	0.91733	1	1	0	0	0	2	2
18	12	Male	White	1	SomeCollege	Public	Town	58.395343	49.809588	55.259073	2.275654	0.793164	0.665079	1	0	1	1	0	2	1
17	12	Female	Asian	2	SomeCollege	Public	Suburban	94.623768	86.661768	82.972274	3.233613	0.986825	1.484837	1	0	0	1	0	2	2
18	12	Female	White	3	SomeCollege	Public	Rural	70.592187	60.501342	54.783438	2.193142	0.850865	1.259407	0	1	0	1	1	2	3
14	9	Male	Asian	4	HS	Public	City	70.169589	76.383674	64.787822	2.97051	0.892531	0.904661	1	0	0	0	1	2	3
18	12	Male	Hispanic	4	Bachelors+	Public	Suburban	81.186154	71.484348	73.776498	3.396904	0.912643	1.221494	1	1	1	1	0	3	4
16	11	Male	Hispanic	3	SomeCollege	Public	Rural	70.201367	87.770209	78.334284	3.078823	0.89571	0.552169	1	0	0	1	0	1	1
16	11	Female	White	2	HS	Public	City	68.162618	68.812634	66.062947	2.26507	0.867259	0.842266	0	1	0	0	1	4	1

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