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
18	12	Female	White	4	Bachelors+	Private	City	59.53667	57.476046	55.601064	2.290425	0.813903	0.45384	1	1	0	1	1	2	3
18	12	Female	White	2	HS	Public	City	72.099113	76.189778	84.74676	2.755981	0.919587	0.780949	1	0	0	1	1	4	3
18	12	Female	White	2	HS	Private	Suburban	77.862729	65.333499	75.913135	3.244363	0.897809	1.054062	1	0	0	0	0	5	2
15	10	Female	White	3	SomeCollege	Public	Suburban	56.721678	66.52033	67.751278	2.534098	0.850893	0.630828	1	0	0	1	0	3	2
16	11	Male	White	1	SomeCollege	Public	City	67.370432	62.08983	63.732117	2.658793	0.835846	0.440059	1	1	0	0	1	3	3
16	11	Female	White	2	Bachelors+	Public	Suburban	94.34387	86.051614	96.887585	3.80954	1	1.147266	1	1	0	0	0	3	1
18	12	Male	White	3	SomeCollege	Private	Suburban	85.838311	85.204878	83.335361	3.25258	0.955033	1.695663	1	0	1	0	1	3	1
17	12	Male	Black	1	HS	Public	City	83.721121	81.96888	80.450212	3.399953	0.957024	1.220162	1	0	1	0	0	2	2
17	12	Female	White	2	HS	Public	Suburban	72.304484	60.493023	60.722157	2.213239	0.878522	0.740988	0	1	0	0	0	3	3
17	12	Male	White	1	HS	Public	Rural	73.410849	70.055477	72.720454	3.168567	0.890985	0.784887	1	1	0	1	0	3	2
18	12	Female	White	3	HS	Private	Rural	74.698078	64.375542	72.27452	2.950639	0.825785	0.706579	1	1	0	1	1	1	1
16	11	Male	White	1	HS	Public	Rural	63.922935	70.618228	72.182532	2.889651	0.883043	0.483515	1	1	0	0	1	3	2
14	9	Male	White	1	<HS	Public	Suburban	49.684806	63.593507	54.964257	2.010142	0.797739	0.764851	1	1	0	0	0	1	3
15	10	Male	White	2	HS	Public	City	56.092274	73.851773	68.816794	3.127326	0.894933	0.845365	0	0	0	1	0	4	1
17	12	Male	White	2	HS	Private	City	81.532574	80.580764	87.915306	3.294745	0.937419	0.794999	0	1	0	0	1	4	1
14	9	Female	White	3	Bachelors+	Public	City	88.432111	80.0596	84.922107	3.52864	0.969631	0.898796	1	0	0	1	1	1	3
16	11	Male	White	4	SomeCollege	Public	City	78.839862	75.804938	66.33915	3.217321	0.924235	1.130834	1	0	0	0	0	4	1
14	9	Male	Black	2	HS	Public	Town	88.388021	77.627169	86.159784	3.303662	0.94838	1.420035	0	0	0	0	0	4	3
18	12	Male	White	1	<HS	Public	Rural	59.513185	67.344968	63.865259	2.230024	0.846745	0.707643	1	0	0	0	1	5	1
18	12	Female	Hispanic	1	Bachelors+	Public	Rural	78.750117	90.061582	88.343031	3.826077	1	0.946925	0	1	0	1	0	4	2
18	12	Male	White	4	SomeCollege	Public	Rural	69.398387	77.526846	70.58581	2.765978	0.88951	0.847769	1	1	0	1	0	4	2
14	9	Female	Two-or-more	1	HS	Public	Suburban	77.020105	84.206681	84.978883	3.385513	0.921961	1.203144	0	1	0	0	0	4	1
17	12	Male	Hispanic	1	<HS	Public	Suburban	91.689777	89.828537	95.791332	3.548521	0.987029	1.598729	1	1	0	0	0	4	2
16	11	Male	Two-or-more	2	<HS	Public	Rural	81.292193	84.153987	73.674911	3.603718	0.909539	1.047307	1	0	1	0	0	2	3
15	10	Female	Black	1	<HS	Public	Suburban	81.612427	84.031689	86.580351	3.264427	0.931286	1.173856	1	1	0	0	0	4	2
16	11	Male	White	1	HS	Public	Suburban	56.850222	72.653233	61.64626	2.593471	0.85349	1.117921	1	0	0	1	0	4	2
16	11	Female	Hispanic	3	SomeCollege	Public	Suburban	51.55906	64.171719	55.77047	1.900545	0.812099	0.725753	1	0	0	0	0	3	2
17	12	Male	White	4	Bachelors+	Public	Suburban	94.550453	88.928271	87.356604	3.244036	0.957073	1.183776	1	0	0	0	0	3	3
16	11	Female	Hispanic	3	HS	Private	Rural	70.398503	73.802987	78.176626	2.524438	0.866201	0.585141	1	0	0	0	0	2	3
14	9	Male	White	3	HS	Public	Suburban	67.367368	65.617256	64.371845	2.616713	0.818881	1.179717	1	1	0	1	0	4	1
18	12	Female	Two-or-more	3	SomeCollege	Public	Rural	87.678545	76.0292	77.699228	2.988153	0.956639	1.427416	1	0	0	0	0	5	1
14	9	Female	Hispanic	1	<HS	Public	Suburban	79.854969	77.304397	78.975925	2.821526	0.929578	1.106018	0	0	0	0	0	3	1
14	9	Female	Hispanic	3	SomeCollege	Public	Suburban	63.851991	66.044873	58.297363	2.81881	0.862316	0.722597	1	1	0	0	0	3	3
14	9	Male	White	2	SomeCollege	Public	Rural	78.29956	79.32674	84.192476	3.265455	0.92773	1.366835	1	1	0	1	0	3	2
14	9	Male	White	2	HS	Public	City	87.894634	87.333935	90.153641	3.431826	0.938491	1.524831	1	0	0	1	0	2	3
14	9	Female	Black	2	HS	Public	City	91.943522	87.711062	96.732297	3.353881	1	1.291563	0	1	0	0	0	2	1
16	11	Female	Hispanic	4	SomeCollege	Public	City	73.853115	78.538729	71.368314	2.764268	0.895282	1.408041	1	1	0	0	0	3	1
15	10	Female	Hispanic	1	<HS	Public	Town	68.678705	85.145111	76.751673	3.341604	0.915582	0.667056	0	1	0	0	1	5	1
16	11	Female	White	1	HS	Public	Suburban	70.666327	71.75835	75.768486	2.774043	0.906787	0.474556	0	1	0	1	0	4	1
16	11	Male	Black	3	HS	Public	Rural	64.949112	64.661553	56.871614	2.448775	0.858836	0.602272	1	1	1	1	0	3	2
18	12	Female	White	1	SomeCollege	Public	Suburban	78.773783	80.243872	74.836903	3.159342	0.912458	1.266372	1	0	0	0	1	4	3
16	11	Female	Black	3	HS	Public	Town	83.206513	89.906694	85.49859	3.684834	0.980098	0.961644	1	0	0	0	0	2	1
17	12	Female	Other	2	HS	Public	Rural	72.85775	61.420928	71.819946	3.189709	0.872372	1.029911	1	1	0	0	0	1	3
15	10	Female	Hispanic	1	HS	Public	Rural	78.764597	97.406867	87.851284	4	1	1.28939	0	0	1	1	1	4	1
16	11	Female	Black	1	<HS	Public	Suburban	63.380937	65.732121	46.371849	2.759312	0.820343	0.085239	1	1	0	1	0	2	2
17	12	Female	White	2	SomeCollege	Public	City	77.669286	79.915688	84.951875	3.292325	0.930771	1.374476	0	0	0	0	1	3	1
14	9	Female	White	4	<HS	Public	City	61.517251	76.933787	63.063773	2.866954	0.875566	0.41674	1	0	1	0	0	2	1
18	12	Female	Hispanic	2	SomeCollege	Public	Suburban	71.602409	80.433049	87.052211	3.331018	0.922534	1.000406	0	0	0	1	0	2	4
18	12	Male	Other	3	Bachelors+	Public	City	67.363841	85.716062	79.48032	2.944634	0.922014	1.081018	1	1	1	1	0	3	3
18	12	Female	Asian	2	SomeCollege	Public	Rural	72.486394	66.789153	81.060291	2.7487	0.917266	0.965748	1	1	0	0	0	4	2
18	12	Female	White	3	HS	Public	Suburban	69.723272	69.11069	69.483941	2.759471	0.884423	1.247374	1	0	0	1	1	2	2
16	11	Male	Two-or-more	2	HS	Public	City	86.763387	72.571569	77.722987	3.608376	0.936381	1.409421	1	1	0	1	0	2	2
18	12	Female	White	1	HS	Public	Suburban	78.620138	76.308536	83.521556	3.155104	0.912986	1.319525	1	0	1	0	0	3	3
16	11	Female	Hispanic	2	SomeCollege	Public	Rural	82.16135	82.833515	82.776916	3.932855	0.960127	0.539165	1	0	0	0	0	4	2
18	12	Male	White	2	SomeCollege	Private	City	76.026531	71.28288	75.148282	2.652071	0.884549	1.122162	1	1	1	1	0	2	2
18	12	Female	Hispanic	2	SomeCollege	Public	Town	72.399302	72.996117	68.570276	2.885026	0.859258	1.241395	1	1	0	0	0	2	1
17	12	Male	Hispanic	4	Bachelors+	Public	Suburban	77.474896	71.56142	69.027316	3.462651	0.882829	0.368934	1	0	0	1	1	2	3
18	12	Female	White	2	<HS	Public	City	91.851517	96.345113	85.760037	3.480764	0.961763	1.249807	1	1	0	0	0	3	2
15	10	Female	White	1	HS	Public	Suburban	77.827664	89.762829	77.382243	3.265087	0.891546	1.318866	0	0	0	0	0	4	1
16	11	Female	White	2	HS	Public	Town	75.977432	70.114442	81.455073	2.848702	0.875045	1.076096	1	1	0	1	0	3	2
18	12	Male	Hispanic	4	SomeCollege	Private	Suburban	75.125	78.414382	75.281062	2.642431	0.899862	1.152369	1	0	0	0	1	3	3
17	12	Male	Black	4	Bachelors+	Public	Rural	63.974371	66.568607	71.08532	1.963862	0.853305	1.136032	1	1	0	1	0	3	2
18	12	Female	Hispanic	2	HS	Public	Suburban	78.227231	83.191483	79.516888	3.693254	0.927708	1.610245	0	1	0	0	1	3	3
15	10	Female	Hispanic	2	HS	Private	City	66.200329	63.063012	66.678175	2.459648	0.843334	1.156363	1	0	0	1	0	3	1
18	12	Female	Black	2	HS	Public	Rural	71.886841	68.317419	72.657059	3.13917	0.84955	0.595171	0	0	1	0	1	3	2
17	12	Male	Black	1	HS	Private	Rural	70.18242	77.333323	72.741314	3.086762	0.896724	1.142419	0	1	0	0	0	3	3
14	9	Male	White	3	SomeCollege	Public	Suburban	75.664498	77.767845	68.997466	3.131633	0.920392	0.788087	1	1	0	0	0	3	2
18	12	Female	White	3	HS	Private	Town	55.974225	52.147224	59.998829	2.326659	0.81725	0.792335	1	0	0	1	0	4	2
16	11	Male	White	4	SomeCollege	Public	Suburban	93.260072	87.920696	80.376818	3.263766	0.933694	1.688632	1	1	0	1	1	3	1
14	9	Male	Hispanic	3	HS	Public	City	79.984801	63.988171	73.942872	2.866018	0.913287	0.842446	1	0	0	1	0	4	2
18	12	Female	Black	4	Bachelors+	Public	Rural	85.45476	82.436495	80.78577	2.880315	0.959094	1.298216	1	1	0	0	1	4	1
14	9	Female	Hispanic	4	HS	Private	City	87.273456	83.502322	87.917612	4	0.951438	0.835314	1	1	0	1	0	3	3
18	12	Female	Hispanic	1	<HS	Public	Town	70.331696	79.058187	77.874187	3.525065	0.906217	0.543314	1	1	0	0	0	2	2
15	10	Female	Black	3	HS	Public	Suburban	64.865774	64.307548	63.516474	2.697309	0.843077	0.406093	1	1	0	1	0	3	3
18	12	Male	Black	3	SomeCollege	Public	Town	88.188831	100	91.118571	3.486323	0.998854	1.418331	1	1	0	0	0	2	3
18	12	Male	White	4	SomeCollege	Public	Suburban	74.656711	72.612593	81.417508	3.113744	0.920232	1.196553	1	0	1	1	1	5	4
15	10	Male	White	3	HS	Public	City	78.945862	86.236963	86.943909	3.510925	0.945482	1.597067	1	1	0	1	0	5	1
18	12	Male	Black	4	SomeCollege	Public	Town	65.278117	83.592274	79.520069	2.696592	0.894316	1.245632	1	1	1	1	1	4	3
18	12	Female	White	3	HS	Private	Rural	68.58496	58.604886	73.39561	2.34568	0.882629	0.727728	1	0	0	0	0	2	2
16	11	Male	Hispanic	3	HS	Public	City	62.691105	64.561402	66.51456	2.787523	0.835638	0.708299	1	1	0	0	0	2	3
17	12	Male	White	3	HS	Private	Suburban	64.818635	63.717683	55.699644	2.076814	0.829426	0.690361	1	1	0	1	0	2	1
15	10	Male	White	1	Bachelors+	Public	City	74.384398	74.988154	68.810767	2.750984	0.898529	0.778603	1	0	0	1	0	3	2
14	9	Female	White	1	HS	Private	Suburban	64.896066	77.827952	72.921782	3.661592	0.875711	1.286005	0	0	1	1	1	3	2
17	12	Male	Hispanic	2	<HS	Public	Rural	75.569373	64.96264	66.614221	2.2546	0.902113	0.725672	1	1	1	1	0	5	3
15	10	Male	White	3	<HS	Public	Suburban	71.411448	71.699756	71.90099	2.447786	0.852565	0.843282	1	1	0	1	0	2	5
17	12	Female	White	2	<HS	Public	Rural	63.568171	70.480597	64.121565	3.245176	0.877937	0.661608	1	0	0	1	0	2	3
17	12	Male	Black	3	HS	Public	Suburban	60.984833	78.312813	71.135506	3.353318	0.893042	0.911635	1	0	0	0	0	5	1
15	10	Female	White	2	HS	Private	Rural	58.565924	62.678017	69.085693	2.242033	0.803731	0.46709	1	1	1	1	0	3	3
14	9	Male	White	4	Bachelors+	Public	City	73.784059	69.621427	68.376424	2.816064	0.868488	0.610461	1	1	0	0	1	4	2
17	12	Male	White	4	Bachelors+	Public	Rural	69.162472	73.980734	74.851361	2.717882	0.882248	0.63918	1	0	0	0	0	1	2
14	9	Female	Two-or-more	2	SomeCollege	Public	Town	73.444594	68.358673	75.402326	2.459822	0.902772	1.107791	1	0	0	0	0	4	1
18	12	Male	White	2	<HS	Public	City	61.670843	75.085236	67.492147	2.694443	0.863455	0.931243	0	0	0	0	1	2	1
16	11	Female	White	3	<HS	Public	Suburban	82.00298	95.247075	94.279685	4	0.956604	0.981611	1	1	0	0	0	5	2
15	10	Female	Hispanic	3	<HS	Public	Town	67.034558	62.176554	66.813889	2.777065	0.843107	0.970692	1	0	1	0	0	2	1
14	9	Female	White	2	HS	Public	Town	66.929995	73.405116	71.440953	2.535306	0.868337	0.971474	0	1	0	0	0	3	2
15	10	Male	Asian	3	<HS	Public	City	90.325233	93.605967	80.895518	3.851908	0.975852	0.535016	0	0	1	0	0	2	3
18	12	Male	Black	3	SomeCollege	Private	City	65.766743	69.421068	76.195509	2.623361	0.852042	1.117937	1	1	1	0	0	3	3
14	9	Female	Two-or-more	4	SomeCollege	Public	Rural	65.132951	69.636823	72.077784	2.42679	0.85538	1.091104	1	1	0	0	0	4	4
18	12	Female	White	2	HS	Public	Rural	55.188136	76.191702	74.644625	2.999876	0.885793	0.787705	1	1	0	1	0	3	2
18	12	Female	Hispanic	4	HS	Public	City	92.240693	75.895423	89.624144	3.877461	0.942614	0.872887	1	1	0	0	0	4	2

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