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	4	Bachelors+	Public	Rural	74.721831	59.118375	56.615189	2.429213	0.847641	1.475254	1	1	1	0	0	2	3
17	12	Female	White	1	<HS	Public	Suburban	83.706825	87.569501	87.579371	3.326081	0.957171	1.245385	1	0	0	1	0	2	3
18	12	Male	Hispanic	4	SomeCollege	Public	City	82.732122	71.247052	74.491536	2.50997	0.91894	0.560439	1	0	1	0	0	3	1
16	11	Female	White	2	HS	Public	City	84.745822	75.304658	78.043052	2.936391	0.924968	1.085555	1	1	0	0	0	5	1
15	10	Female	Black	1	HS	Public	City	81.081793	88.189716	72.319268	3.067535	0.939164	0.857383	1	0	0	0	1	4	3
18	12	Female	White	4	SomeCollege	Public	Rural	85.324613	89.273377	92.76986	3.433386	0.942101	1.615365	1	0	0	0	0	4	2
14	9	Female	White	2	HS	Public	Suburban	80.693256	81.76787	95.484989	3.359567	0.972659	1.664159	1	1	0	1	0	4	3
15	10	Male	White	2	SomeCollege	Private	Suburban	80.272907	70.700213	75.177225	3.055699	0.913775	0.754643	1	0	0	1	0	4	2
17	12	Male	White	1	<HS	Public	City	76.84215	72.078282	74.491182	2.881319	0.912579	1.263482	1	1	0	0	0	4	2
16	11	Female	White	4	Bachelors+	Public	Suburban	88.219699	87.049704	84.828684	3.422407	0.991437	1.528337	1	0	0	1	0	4	3
16	11	Female	Black	4	HS	Public	Suburban	76.516974	74.044242	76.529827	2.860536	0.911224	1.45695	1	1	1	1	1	2	2
16	11	Female	Two-or-more	2	SomeCollege	Private	Town	68.799965	68.854235	67.58166	3.025847	0.880116	0.603107	1	1	0	1	0	3	3
15	10	Female	Asian	3	<HS	Public	Suburban	77.760812	73.476015	76.974635	3.340557	0.888288	0.947088	1	0	1	1	0	4	2
15	10	Female	Black	1	SomeCollege	Public	Suburban	76.906935	75.768629	80.387997	3.312247	0.905202	0.815781	1	0	0	0	0	2	3
17	12	Male	White	4	SomeCollege	Public	Town	88.338004	76.490803	72.461644	3.623348	0.884885	0.996595	1	0	0	1	0	5	3
15	10	Male	Hispanic	1	<HS	Public	Rural	69.312783	83.439798	81.460449	3.346803	0.921042	1.116802	1	1	0	0	1	4	3
16	11	Male	Hispanic	3	Bachelors+	Public	Town	71.315952	69.736597	80.206524	2.918936	0.89362	0.986894	1	0	0	1	0	2	1
15	10	Male	Black	2	HS	Public	Town	73.22278	59.981595	69.0018	2.868836	0.897978	1.399897	1	0	0	0	1	5	1
14	9	Female	White	3	SomeCollege	Public	Rural	66.166378	79.959814	62.498079	2.632872	0.854482	0.868365	1	1	0	0	0	4	2
14	9	Female	White	2	<HS	Public	Town	97.788997	87.804745	97.428999	4	0.977638	1.298564	0	0	1	0	0	2	2
15	10	Male	White	3	SomeCollege	Private	Suburban	75.077125	76.297519	73.581738	3.215455	0.866341	1.318131	1	0	0	0	0	3	3
16	11	Male	White	1	HS	Public	Suburban	79.614225	65.570659	79.19539	2.884785	0.859348	0.916688	0	0	0	1	1	1	3
14	9	Female	Black	3	SomeCollege	Private	City	73.005797	83.610221	75.275483	2.457784	0.876694	1.905615	1	1	0	1	0	2	1
18	12	Female	Asian	2	HS	Public	Suburban	85.46832	81.790316	85.137691	3.926917	0.947843	1.28754	1	0	1	1	1	2	2
16	11	Male	White	2	HS	Public	City	73.16974	68.774966	75.458577	2.276169	0.884202	1.229573	1	1	0	0	0	2	1
18	12	Male	Hispanic	4	Bachelors+	Public	Rural	80.661908	75.117084	72.265917	3.064568	0.875951	1.34181	1	1	0	0	0	2	4
17	12	Female	White	3	SomeCollege	Public	Suburban	79.35388	74.625701	68.19145	2.453973	0.925299	1.642985	1	1	0	1	0	2	2
17	12	Male	White	1	SomeCollege	Public	Rural	75.781003	65.853086	74.406434	2.624323	0.875474	1.124236	0	0	0	1	1	1	2
16	11	Female	White	4	Bachelors+	Public	City	66.262952	76.594922	76.169626	2.898011	0.926767	1.18223	1	0	0	0	0	2	3
17	12	Female	Black	2	HS	Public	Town	89.21516	81.564613	83.54883	3.741732	0.954071	1.021505	0	1	0	0	0	3	2
17	12	Female	White	3	SomeCollege	Public	Suburban	93.34244	83.029497	89.510673	3.402248	0.982237	1.106587	1	1	0	0	0	2	4
16	11	Female	White	3	HS	Public	Rural	88.85285	84.276337	84.27252	3.351793	0.924731	1.175403	1	1	0	0	0	5	4
15	10	Female	Black	1	HS	Public	Suburban	70.300119	75.95022	72.798452	2.64607	0.883697	0.978764	0	0	0	0	0	5	1
15	10	Male	White	4	SomeCollege	Public	Suburban	61.139146	47.54578	64.874496	2.016536	0.817816	0.082673	1	0	0	0	0	2	3
16	11	Female	White	4	SomeCollege	Public	City	77.166945	77.653044	68.411288	3.056796	0.915599	0.435324	1	1	0	1	0	2	1
17	12	Male	Hispanic	1	<HS	Public	City	54.398627	59.662486	62.392785	2.284491	0.835561	0.357097	1	1	1	0	0	5	2
14	9	Female	Hispanic	1	SomeCollege	Public	Suburban	69.392168	69.254047	62.744892	2.426803	0.888145	0.895289	1	0	1	0	0	3	2
15	10	Female	Hispanic	4	SomeCollege	Public	City	73.546327	76.105002	78.54664	2.807055	0.922871	0.933424	1	0	0	0	0	4	3
15	10	Female	Other	3	Bachelors+	Public	City	90.610001	90.845289	99.878217	3.810302	0.949523	1.02512	1	0	1	1	0	3	2
18	12	Female	White	1	<HS	Public	Suburban	70.723101	83.161091	79.720035	3.691282	0.888551	0.912871	1	0	0	0	1	2	2
15	10	Male	Hispanic	1	SomeCollege	Public	Town	74.106093	77.020255	65.563773	3.354498	0.89193	1.385387	1	1	0	1	0	4	1
16	11	Male	White	2	SomeCollege	Public	Suburban	80.368364	89.094629	76.810236	2.929148	0.946401	1.751169	0	1	0	1	1	3	4
18	12	Male	Black	1	<HS	Public	City	64.746361	70.27607	65.4098	2.504072	0.84533	1.10619	1	0	0	0	0	5	1
15	10	Male	White	3	SomeCollege	Private	City	53.861886	43.515173	65.11719	2.145549	0.786768	0.741505	1	1	0	0	0	2	1
16	11	Male	Black	1	HS	Public	City	59.096937	68.428241	63.603484	2.598864	0.831379	0.534522	1	1	0	0	0	4	3
16	11	Female	Black	4	SomeCollege	Public	Rural	67.160343	65.284856	60.360955	2.478229	0.838638	1.032436	1	1	1	0	0	2	3
15	10	Female	Black	1	<HS	Public	City	62.950558	70.126775	63.995869	2.205428	0.851545	0.725312	1	0	0	0	0	3	1
14	9	Female	Hispanic	4	SomeCollege	Public	Town	77.660191	77.176085	79.958306	2.730915	0.939293	0.894786	1	1	0	0	0	3	3
14	9	Female	White	4	Bachelors+	Private	Suburban	86.054293	73.862996	85.398142	3.18609	0.93561	0.516289	1	0	0	1	0	4	2
15	10	Female	Asian	4	<HS	Public	City	67.357981	74.046072	72.208352	2.864523	0.900851	0.87689	1	1	0	1	0	4	2
16	11	Female	Black	1	SomeCollege	Public	Town	78.278663	74.070421	87.932396	2.564494	0.918052	1.102514	1	1	0	1	0	2	1
14	9	Female	Two-or-more	2	HS	Public	Suburban	73.447757	79.047221	82.293937	3.414863	0.95787	1.195919	1	1	0	0	0	4	1
16	11	Male	Black	3	<HS	Public	Town	77.796668	83.964744	85.36383	3.12593	0.917195	1.06536	1	0	0	0	0	3	1
14	9	Female	White	1	HS	Public	Rural	70.776538	71.1233	54.958121	2.30515	0.86517	0.953864	0	1	0	0	0	2	1
14	9	Male	Asian	3	<HS	Public	Rural	80.498155	76.287067	74.919539	3.187946	0.912723	0.595817	1	1	0	0	0	2	2
14	9	Male	Two-or-more	1	<HS	Private	City	67.350263	72.675067	66.878565	2.151647	0.906919	1.184023	1	1	0	0	0	2	3
15	10	Female	Hispanic	4	SomeCollege	Public	Suburban	65.292374	78.087579	80.646218	2.838682	0.899513	0.942231	1	1	0	1	0	1	1
16	11	Female	Asian	3	SomeCollege	Public	Rural	77.240613	72.872607	70.274281	2.223348	0.895033	0.294945	1	0	0	0	0	2	2
15	10	Male	Hispanic	1	<HS	Public	City	67.417208	63.421885	75.62364	2.893271	0.846905	0.626286	1	0	0	0	0	3	3
14	9	Female	White	2	SomeCollege	Public	Rural	52.679326	72.182513	60.788577	2.394765	0.84134	1.109701	1	0	0	0	0	2	1
14	9	Male	White	3	Bachelors+	Public	City	73.265298	66.356494	64.406295	2.75729	0.867881	1.251754	1	0	0	1	0	5	3
17	12	Male	White	2	SomeCollege	Public	City	81.549335	84.040797	75.375518	3.836067	0.955218	1.19029	1	0	0	1	1	3	3
14	9	Female	Hispanic	2	SomeCollege	Public	Town	81.559062	94.624987	74.306041	3.196997	0.923568	0.743121	1	0	0	1	0	3	4
17	12	Female	Hispanic	1	<HS	Public	Suburban	69.012971	70.029337	75.412081	2.668665	0.866689	0.803946	1	1	0	0	0	4	2
15	10	Female	Hispanic	1	<HS	Public	City	86.689657	79.700673	77.331051	3.473682	0.913045	1.236058	1	1	0	1	0	3	3
14	9	Male	Hispanic	3	<HS	Public	City	77.714712	81.300484	78.362122	3.214148	0.915349	1.13351	1	1	0	0	0	3	2
18	12	Female	White	1	SomeCollege	Private	Rural	64.711626	64.49936	63.729971	2.339536	0.807446	0.944302	0	0	0	1	1	3	3
17	12	Male	Hispanic	3	SomeCollege	Public	Town	78.967684	69.20962	76.733254	3.176976	0.891109	1.422657	1	0	0	0	0	2	2
16	11	Male	Two-or-more	2	<HS	Public	City	74.271074	77.195655	77.838152	3.138975	0.935452	1.638891	1	1	0	0	0	3	3
18	12	Female	Hispanic	4	Bachelors+	Public	Rural	73.257211	76.819768	78.284553	3.07493	0.911287	0.734451	1	1	0	1	0	2	3
18	12	Male	Hispanic	3	SomeCollege	Public	City	89.430162	91.6161	89.494655	3.626419	0.991839	1.43516	1	1	0	0	0	3	2
14	9	Female	Hispanic	4	SomeCollege	Public	Rural	65.316862	74.8742	68.399139	3.06018	0.848579	1.265254	1	1	0	0	0	3	1
18	12	Female	White	3	SomeCollege	Public	Rural	81.359959	89.393074	89.807225	3.81602	0.941731	1.012824	1	1	0	0	0	4	2
15	10	Female	Black	1	HS	Public	City	79.454421	76.963125	78.534872	3.471402	0.921049	0.991809	0	1	0	0	0	2	2
17	12	Male	White	2	<HS	Public	City	80.177086	76.83079	75.739423	3.291918	0.908566	0.630163	1	0	0	1	0	2	1
15	10	Female	Hispanic	1	HS	Public	City	72.748482	75.390091	82.507701	3.600589	0.92399	0.830537	1	1	0	0	0	4	1
15	10	Male	Hispanic	1	SomeCollege	Public	Suburban	77.190687	84.285632	81.501639	3.524046	0.908001	1.133046	1	0	0	1	0	2	2
16	11	Female	Two-or-more	3	SomeCollege	Public	Town	72.663499	79.599496	84.489271	2.812997	0.941017	0.912747	1	1	0	1	0	2	3
18	12	Female	Hispanic	1	SomeCollege	Public	City	72.821692	74.846521	62.0848	2.211165	0.868678	0.875455	1	1	0	1	0	5	1
16	11	Male	White	1	<HS	Public	Town	81.480094	69.416113	74.19362	3.073609	0.863278	0.74259	1	1	0	0	0	3	1
17	12	Female	White	1	HS	Private	Suburban	79.684129	69.329102	77.159226	3.639399	0.919232	0.936143	1	0	0	0	0	4	4
17	12	Female	White	2	HS	Public	Rural	72.51447	68.795755	79.484882	3.274681	0.869393	1.22662	1	1	0	0	0	1	4
17	12	Female	White	1	<HS	Public	Town	57.230325	65.119932	72.128008	2.409607	0.870622	0.736722	1	0	0	0	1	4	1
15	10	Female	Hispanic	1	HS	Public	City	74.569111	80.171091	84.54289	3.192696	0.96002	0.454329	1	0	0	0	0	4	2
15	10	Male	White	4	Bachelors+	Public	Suburban	84.245125	74.184021	73.923353	3.072957	0.942939	1.114838	1	1	0	0	1	3	3
17	12	Male	White	3	SomeCollege	Private	City	86.024265	81.941876	76.896554	3.550584	0.943496	0.783533	1	1	1	1	0	2	1
14	9	Male	Hispanic	1	HS	Public	Suburban	78.69364	77.261343	64.358827	3.000224	0.911115	0.821556	1	1	0	1	0	2	2
18	12	Male	White	2	HS	Public	Suburban	82.266235	76.474215	63.978389	2.785617	0.904319	1.192874	0	0	0	0	1	3	3
18	12	Female	White	3	HS	Public	Rural	85.692308	78.264498	77.838667	3.281065	0.946933	1.216666	1	0	0	0	0	1	2
17	12	Female	Black	1	HS	Public	Suburban	90.687055	89.532521	82.331048	3.817029	0.960272	1.303667	0	0	0	0	0	2	3
16	11	Male	Hispanic	1	HS	Public	Rural	97.415159	91.304508	95.053299	3.461256	0.983352	1.734939	1	0	0	0	0	2	3
15	10	Male	White	3	HS	Public	Suburban	74.663278	82.707006	77.222257	3.161346	0.928695	1.324004	1	1	1	1	0	5	2
16	11	Female	White	4	<HS	Public	Suburban	68.687016	80.623159	66.907343	3.550134	0.907191	0.940835	1	0	0	0	1	3	2
16	11	Male	White	3	Bachelors+	Public	Suburban	75.280043	78.693653	83.698365	3.530228	0.936656	0.570278	1	1	0	1	0	4	1
16	11	Female	White	3	SomeCollege	Public	Suburban	60.920375	77.301416	58.487726	2.853694	0.843751	1.073219	1	0	0	1	0	5	2
15	10	Male	White	2	<HS	Public	Town	80.107815	96.759302	85.454637	3.863378	0.991451	0.990084	1	0	0	0	0	3	2
14	9	Female	Hispanic	4	Bachelors+	Public	City	79.060819	87.301062	74.717585	3.209579	0.92476	1.139745	1	1	0	1	1	4	1
18	12	Female	Hispanic	3	SomeCollege	Public	Suburban	58.495151	54.060617	62.990498	1.826972	0.825621	0.455618	1	0	0	1	0	3	2
16	11	Male	Hispanic	1	<HS	Public	Suburban	62.281127	72.958513	68.999744	2.13537	0.863333	0.690845	0	1	0	0	0	4	2
17	12	Male	White	3	<HS	Public	Suburban	69.527075	68.926024	74.57586	2.887551	0.871798	0.831488	1	0	0	0	0	3	3

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