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	Asian	1	HS	Public	Suburban	49.548164	50.798727	47.111199	2.423512	0.763096	0.590848	1	1	1	0	0	1	2
18	12	Female	Black	3	HS	Public	Suburban	73.726815	68.624262	82.775707	2.954433	0.929784	1.484549	0	0	0	0	0	2	3
17	12	Female	White	4	Bachelors+	Public	City	67.536823	65.22621	79.250587	2.594888	0.872046	1.356742	1	1	0	1	0	4	2
15	10	Male	Black	2	<HS	Public	Suburban	79.281334	90.682409	81.677717	3.645799	0.946674	1.08036	1	0	0	1	0	2	2
16	11	Male	Asian	4	Bachelors+	Public	Rural	90.292359	98.290891	100	3.497929	1	1.798979	1	1	1	0	0	3	2
17	12	Male	White	1	HS	Public	City	74.945805	69.710909	50.450578	2.506158	0.841436	0.725819	1	1	0	1	0	1	3
14	9	Female	Hispanic	3	HS	Private	Town	71.197533	68.771513	74.860615	2.478857	0.918522	1.310053	1	0	1	1	0	2	1
18	12	Female	Hispanic	4	SomeCollege	Private	City	87.006587	92.158552	92.987747	4	0.992693	1.561251	1	1	0	1	0	3	1
18	12	Male	White	3	Bachelors+	Public	City	77.369526	73.622065	76.631507	2.884066	0.903256	1.034059	1	0	1	0	0	5	3
16	11	Male	White	1	HS	Public	City	70.171798	65.757234	62.417723	2.350097	0.855538	0.346646	0	1	0	1	0	4	3
17	12	Female	Black	4	SomeCollege	Public	Suburban	51.395739	46.049225	62.65691	2.334998	0.797997	0.846358	1	1	0	1	0	3	3
15	10	Female	Hispanic	1	<HS	Public	Suburban	65.60986	70.026789	62.31024	2.771039	0.863161	0.834501	0	1	0	0	0	5	1
17	12	Female	Black	2	<HS	Public	Suburban	87.07355	76.527839	78.619324	3.09391	0.983397	1.286855	0	1	1	0	0	4	3
14	9	Male	Hispanic	3	HS	Public	Rural	59.70103	71.738296	66.062975	2.561999	0.882204	0.971947	1	1	0	0	0	2	2
15	10	Female	Asian	4	SomeCollege	Private	Suburban	63.468338	64.381928	64.732079	2.172351	0.861873	0.725602	1	0	0	0	0	3	1
18	12	Female	Hispanic	1	<HS	Public	Rural	98.378496	97.366114	88.648157	3.555355	0.999751	1.757444	0	0	1	0	1	3	2
18	12	Female	White	2	HS	Public	Town	67.453455	79.766842	74.12531	3.00305	0.897668	1.251731	1	1	0	0	0	5	4
18	12	Female	Hispanic	3	HS	Public	Suburban	98.384807	100	100	4	1	1.535017	1	1	0	0	1	2	2
16	11	Male	Black	1	<HS	Private	City	70.18814	83.821183	81.642385	3.196322	0.910144	0.875345	1	1	0	0	0	3	3
15	10	Female	Black	4	SomeCollege	Public	City	69.856756	74.604697	66.708197	2.956311	0.860623	1.447359	1	0	0	1	0	5	1
15	10	Female	Hispanic	3	SomeCollege	Public	Suburban	96.370301	78.031707	87.217708	2.913019	0.990823	0.945625	1	0	0	0	0	3	2
18	12	Male	White	2	HS	Public	Suburban	69.262137	66.88621	61.925156	2.383059	0.842886	1.042209	1	1	1	0	0	3	3
14	9	Female	Black	1	HS	Public	City	74.248381	76.176749	74.290678	3.022637	0.912424	1.127268	1	1	0	0	0	3	2
18	12	Male	White	1	SomeCollege	Public	City	78.108257	91.166664	85.340226	2.984294	0.958228	1.452653	0	0	0	1	1	4	2
15	10	Female	Hispanic	4	SomeCollege	Private	City	90.096587	86.421185	82.156028	3.256115	0.963467	1.069392	1	1	0	0	0	2	1
17	12	Male	White	1	SomeCollege	Private	City	62.606257	65.946358	72.561917	2.639541	0.825708	0.821899	1	0	0	0	0	3	3
18	12	Male	Asian	3	SomeCollege	Private	Suburban	70.974532	66.994552	69.355016	2.800309	0.836286	0.944998	0	1	0	1	1	4	2
14	9	Male	White	2	HS	Public	City	83.4846	71.240493	89.359672	2.864123	0.927475	0.984484	1	0	0	1	1	1	3
18	12	Male	Black	2	Bachelors+	Public	Rural	74.818809	75.141404	84.530332	3.555999	0.936014	0.781085	0	1	0	1	1	4	3
14	9	Male	Hispanic	4	Bachelors+	Public	Suburban	79.232444	78.921984	86.804074	3.42799	0.95299	1.02945	1	0	0	1	0	5	2
14	9	Female	White	4	SomeCollege	Private	Suburban	93.650672	88.869129	94.919202	3.812202	1	1.100425	1	1	0	0	0	4	3
14	9	Female	Hispanic	3	HS	Public	Suburban	75.153523	77.00284	67.282065	2.902196	0.901152	1.0783	1	0	0	0	0	2	1
18	12	Male	Hispanic	2	SomeCollege	Public	City	49.665165	55.13317	50.788811	2.127057	0.774301	0.210147	0	1	1	0	0	2	1
14	9	Male	White	2	HS	Public	Suburban	78.551007	82.278298	67.701787	2.601869	0.875426	1.474304	1	1	0	0	0	3	2
17	12	Female	White	1	<HS	Public	Rural	60.593272	62.050759	62.764606	2.422882	0.837772	0.521707	1	1	0	0	1	3	4
15	10	Male	Two-or-more	2	SomeCollege	Public	Town	80.977818	81.292327	78.358219	3.363413	0.929065	0.767893	0	1	0	0	0	1	1
18	12	Female	White	3	SomeCollege	Public	Suburban	79.001253	77.377376	64.251904	2.961488	0.864376	0.605339	1	1	0	1	1	3	2
16	11	Female	Hispanic	1	HS	Public	Suburban	65.283204	48.697739	48.479315	2.472357	0.803816	0.553301	1	0	0	0	0	3	1
17	12	Male	White	4	SomeCollege	Public	City	65.109632	69.679388	68.824443	2.730356	0.904504	0.307541	1	0	1	1	0	3	2
14	9	Male	Black	2	<HS	Public	Rural	76.17672	71.685403	67.041469	2.369674	0.880117	1.143771	1	1	0	0	0	4	1
18	12	Female	White	3	<HS	Private	Town	100	86.667295	84.592374	3.547513	0.995462	1.217561	1	1	0	1	0	2	3
15	10	Female	Black	1	HS	Public	Town	86.979524	76.676027	85.823828	2.960184	0.957672	1.421568	1	0	0	0	1	2	5
17	12	Female	Hispanic	4	SomeCollege	Public	City	89.051238	83.940636	98.919905	3.300403	0.981589	1.279512	1	0	0	0	0	3	3
17	12	Female	Hispanic	3	HS	Public	Suburban	65.373593	65.671995	63.148949	2.378101	0.863282	0.929948	1	0	0	0	0	4	1
17	12	Male	White	4	SomeCollege	Private	Town	82.889971	85.814511	84.763922	3.009243	0.941009	1.419968	1	1	1	1	0	4	3
15	10	Female	Hispanic	3	HS	Public	City	73.545686	64.376537	66.045464	3.059227	0.8816	0.901008	1	0	0	0	0	3	3
17	12	Female	Black	3	SomeCollege	Public	Suburban	73.969839	79.538216	72.193883	2.998776	0.918265	1.410747	1	0	0	1	0	2	1
14	9	Female	White	4	Bachelors+	Public	City	70.856525	72.38992	63.186909	2.440021	0.841462	0.393795	1	1	0	0	0	2	5
18	12	Male	Hispanic	4	<HS	Public	City	91.658903	81.766444	96.974641	3.542622	1	1.444718	1	0	1	0	1	2	5
15	10	Female	White	4	HS	Public	Suburban	82.924751	68.49968	72.147104	2.698636	0.867345	1.226309	1	0	0	1	0	2	3
18	12	Male	White	4	SomeCollege	Public	City	73.363125	74.814243	74.83018	3.177641	0.86906	0.694062	1	0	0	0	0	2	2
17	12	Female	White	3	SomeCollege	Public	Town	78.547679	85.060771	74.50542	2.986659	0.902964	1.43034	1	1	0	0	0	2	1
15	10	Female	Two-or-more	2	SomeCollege	Public	Town	84.85112	92.365568	90.010628	4	0.980947	1.34407	0	0	0	0	1	2	4
15	10	Female	White	3	SomeCollege	Public	Suburban	70.500437	67.529926	65.489944	2.420503	0.878448	0.643341	1	1	0	1	0	3	3
14	9	Female	Hispanic	4	SomeCollege	Public	Rural	81.195199	62.570525	66.829229	2.350756	0.86449	0.407515	1	0	0	0	1	3	3
15	10	Female	White	1	HS	Public	Suburban	83.76716	78.421188	85.704883	3.091414	0.945712	1.589673	0	1	0	0	0	4	3
16	11	Male	White	4	Bachelors+	Public	Suburban	94.38094	100	94.781713	4	0.988852	0.980905	1	1	0	0	0	3	2
14	9	Male	Black	3	<HS	Public	Rural	61.19952	76.483803	74.591317	3.07754	0.894334	0.843552	1	0	1	0	0	3	2
18	12	Female	Black	3	HS	Public	City	73.300113	61.482485	66.077328	2.767569	0.871849	0.657777	1	1	1	0	1	3	1
16	11	Male	Hispanic	1	HS	Public	Suburban	72.04263	80.672631	78.282113	3.085623	0.914531	0.997139	0	1	0	1	1	4	2
17	12	Male	Black	3	Bachelors+	Public	Rural	80.315378	77.241339	77.447507	3.381061	0.933559	1.03911	1	1	0	1	0	3	1
15	10	Female	White	4	Bachelors+	Public	Rural	53.721055	63.028253	56.66768	2.656514	0.848042	1.035516	1	1	0	1	0	4	1
16	11	Female	Black	2	HS	Private	Rural	57.89124	72.918167	69.167135	2.692498	0.858392	0.662777	0	0	0	0	0	5	2
14	9	Female	Hispanic	4	Bachelors+	Public	Rural	82.089786	75.54097	68.552871	2.713814	0.905145	1.640305	1	1	0	0	0	3	2
14	9	Female	White	1	<HS	Public	City	90.357646	69.963167	81.23368	3.242253	0.915494	1.366376	1	1	0	0	0	1	1
17	12	Female	White	4	HS	Public	Town	73.63879	77.302054	83.506731	3.139224	0.927538	0.873846	1	1	0	0	0	3	2
16	11	Male	Black	3	Bachelors+	Public	Suburban	73.623859	76.477879	73.087377	2.923347	0.911608	1.18377	1	0	0	1	0	2	1
17	12	Male	Hispanic	1	Bachelors+	Public	Rural	52.270442	60.570308	63.705801	2.36113	0.804778	0.345665	1	1	0	0	0	5	2
17	12	Male	Hispanic	1	Bachelors+	Public	Rural	89.35422	86.421408	75.809755	2.930459	0.958432	1.239012	1	0	0	0	0	5	3
14	9	Female	White	1	HS	Public	City	68.219851	77.653598	67.106043	3.057842	0.894594	1.038895	0	0	0	1	1	4	2
18	12	Male	White	1	SomeCollege	Public	Suburban	80.177576	79.231464	74.084124	3.002423	0.908233	1.169071	1	1	0	1	0	3	1
16	11	Female	White	1	SomeCollege	Public	Suburban	77.479945	72.914481	73.118753	3.148668	0.893187	1.338137	1	1	0	0	0	3	2
18	12	Male	White	4	Bachelors+	Public	Suburban	65.318527	56.136458	66.770077	2.36106	0.812182	1.115889	1	1	0	1	1	3	2
17	12	Male	White	3	Bachelors+	Public	Rural	72.543242	78.71312	77.219854	3.000403	0.903371	1.526233	1	0	0	0	1	3	3
15	10	Female	White	4	HS	Public	Suburban	91.083874	78.700561	89.545422	3.093577	0.954173	0.881081	1	1	0	0	0	2	2
14	9	Female	Black	1	HS	Public	City	75.017191	83.079351	87.784573	3.495039	0.930063	0.833825	0	1	0	0	0	3	2
15	10	Female	White	3	SomeCollege	Public	City	82.238125	74.207231	80.851944	2.917141	0.904	1.030866	1	1	0	1	0	3	1
14	9	Female	Hispanic	3	Bachelors+	Public	Rural	76.414897	68.751382	79.66283	3.234095	0.921107	0.754041	1	1	0	0	0	4	2
18	12	Female	White	4	Bachelors+	Public	Suburban	73.963159	70.856406	72.382365	2.438918	0.888954	1.00674	1	1	1	1	0	3	2
17	12	Male	Black	2	SomeCollege	Private	Rural	79.691737	86.065337	78.85773	2.914832	0.902028	1.009819	1	0	0	1	0	3	3
18	12	Female	Hispanic	1	HS	Public	Town	66.772294	62.23411	71.316472	2.361341	0.842091	0.923058	1	1	0	0	0	4	2
14	9	Male	Hispanic	3	Bachelors+	Public	City	72.703755	83.786053	67.580316	2.804425	0.896057	1.309593	1	1	0	0	0	3	3
17	12	Male	White	4	HS	Public	Rural	66.013655	68.64005	66.918962	3.220475	0.865648	0.708635	1	1	0	1	0	5	2
18	12	Male	Hispanic	4	SomeCollege	Public	Rural	86.664047	77.490328	72.213519	3.553822	0.935945	0.7308	1	0	0	1	0	4	2
15	10	Male	White	1	SomeCollege	Public	Suburban	72.683055	74.526501	76.889502	2.675912	0.897348	0.801375	0	0	0	0	1	4	2
15	10	Male	White	2	SomeCollege	Public	City	58.466843	63.539223	58.970284	1.839803	0.8623	0.591335	1	1	0	0	0	4	2
17	12	Male	White	2	HS	Public	Suburban	67.402304	68.654216	76.560798	3.05531	0.887867	0.375511	1	1	1	0	0	3	3
16	11	Female	White	3	HS	Public	Suburban	74.693952	77.381992	75.642408	3.007489	0.936949	0.978088	1	1	0	0	0	2	1
18	12	Female	White	3	Bachelors+	Private	Suburban	86.277186	85.971083	87.436896	3.170179	1	0.904892	1	1	0	1	0	1	2
15	10	Female	Asian	2	HS	Public	City	77.094683	83.073881	75.506513	3.506134	0.910472	1.222827	1	1	0	0	0	3	3
16	11	Male	White	4	SomeCollege	Private	City	74.438214	75.679677	72.573798	2.862578	0.91462	0.676204	1	0	0	0	0	4	2
14	9	Male	White	2	Bachelors+	Public	Rural	78.197109	78.233546	76.588728	3.266207	0.922319	1.123642	1	1	0	1	0	3	1
17	12	Female	Hispanic	3	HS	Private	City	80.648572	78.357377	82.651313	3.315285	0.938893	0.744021	1	1	1	1	0	5	2
18	12	Female	White	2	HS	Public	Rural	84.650039	86.133839	88.746362	3.896383	0.954477	1.151882	0	1	0	0	0	3	1
16	11	Female	Hispanic	2	SomeCollege	Public	City	80.113666	76.473658	84.252735	3.596612	0.908427	0.945137	1	1	1	0	0	3	3
17	12	Female	Hispanic	4	Bachelors+	Public	Town	90.843273	90.361226	83.947457	3.199116	0.969119	1.440345	1	0	0	0	0	4	2
18	12	Male	Asian	1	<HS	Public	City	84.638346	78.095351	78.795943	2.938184	0.949267	1.30733	0	1	0	1	0	1	2
14	9	Male	Hispanic	3	<HS	Public	Suburban	90.105841	88.48899	78.439741	3.564101	0.987141	0.732382	1	0	1	0	0	3	3
17	12	Male	Black	3	SomeCollege	Private	City	73.916187	64.918967	63.853568	2.724994	0.865669	1.478214	1	0	1	1	0	2	3
14	9	Male	Asian	1	HS	Public	Rural	76.265146	75.198862	70.417942	3.688078	0.912527	0.980302	1	0	0	0	0	2	3

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