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	Two-or-more	4	SomeCollege	Private	Rural	80.404499	81.806784	75.574252	3.371435	0.919711	1.489331	1	1	0	0	0	2	2
17	12	Female	White	4	Bachelors+	Private	City	94.736261	96.89129	93.740235	3.813495	0.978573	1.631582	1	1	0	0	0	5	2
18	12	Female	White	3	HS	Public	City	75.504288	81.020235	73.360275	3.066988	0.924302	0.912173	1	1	0	1	0	3	2
14	9	Male	White	1	HS	Public	Rural	51.069953	69.045688	66.242061	2.618625	0.848378	1.123935	0	1	0	0	0	5	2
16	11	Male	Black	1	HS	Public	Suburban	85.534288	77.982351	96.661264	4	0.955018	1.436618	0	0	0	1	1	4	2
18	12	Female	White	2	HS	Public	City	74.945956	79.106585	76.893584	3.029066	0.90696	0.95691	1	0	0	0	0	1	2
16	11	Male	White	2	Bachelors+	Private	Suburban	74.752964	83.313951	72.721794	3.081089	0.916985	0.705651	1	0	1	1	0	2	2
14	9	Female	White	1	SomeCollege	Private	Town	76.194924	81.211967	64.894592	2.543448	0.906233	0.860518	1	1	0	1	0	3	3
15	10	Female	White	4	Bachelors+	Public	City	91.500953	87.951512	82.927554	3.587348	0.962707	0.872982	1	0	0	0	0	2	2
14	9	Female	White	2	HS	Public	Rural	60.67029	54.179912	54.554826	2.175567	0.806146	0.206185	1	1	0	0	0	1	3
15	10	Female	White	2	<HS	Public	Suburban	67.377633	68.970013	75.289598	2.843167	0.864911	0.729581	1	1	0	0	1	3	1
17	12	Female	Black	4	Bachelors+	Public	City	84.091308	84.433045	86.08832	3.768384	0.96811	0.824832	1	0	0	1	0	4	1
16	11	Female	Black	4	Bachelors+	Public	Suburban	91.169985	87.906405	82.496076	3.236819	0.987628	1.334751	1	1	0	0	0	2	2
16	11	Male	Hispanic	3	HS	Public	Suburban	81.769575	77.477736	83.49531	3.393565	0.915304	1.019875	1	1	0	0	1	3	1
15	10	Female	White	2	SomeCollege	Public	Suburban	80.261386	77.445005	78.973297	2.973073	0.901998	0.642788	1	0	0	1	1	4	3
15	10	Female	Black	2	<HS	Public	Suburban	64.245683	75.272063	81.873975	2.849937	0.876289	1.424921	1	1	1	0	1	3	1
16	11	Male	White	4	Bachelors+	Public	Suburban	87.330764	98.616552	86.619699	3.44755	0.945905	1.341639	1	0	1	1	0	3	2
14	9	Female	Hispanic	1	HS	Public	Suburban	72.173008	67.989624	66.689491	3.13559	0.876251	1.293074	0	0	0	0	0	2	1
16	11	Female	White	1	HS	Public	Rural	68.958557	69.166721	62.143466	3.101254	0.850915	0.751821	1	1	0	0	0	3	2
17	12	Male	White	3	SomeCollege	Public	Rural	70.785168	80.847906	70.58101	2.994017	0.899697	1.412453	1	1	0	1	0	2	3
14	9	Male	White	3	SomeCollege	Public	Suburban	72.221855	97.775552	89.197424	3.199082	0.974273	1.514169	1	0	0	0	0	3	2
14	9	Male	White	2	HS	Public	Town	60.117415	69.34454	62.52895	2.706948	0.861913	0.502326	1	1	1	1	0	2	2
15	10	Female	White	2	<HS	Public	Rural	73.611332	75.468983	75.339581	2.950696	0.939732	1.086246	1	0	0	0	0	4	1
14	9	Male	Asian	2	<HS	Public	Suburban	95.256318	93.13233	83.947141	3.335	0.962728	1.36717	1	1	0	0	0	3	4
18	12	Male	Other	2	SomeCollege	Public	Suburban	57.521717	55.473615	60.842443	2.030882	0.824515	0.886285	1	1	0	0	1	2	1
17	12	Male	White	1	HS	Private	City	64.40594	77.375377	74.557126	2.395204	0.909107	1.062306	1	1	0	0	0	2	2
17	12	Male	Hispanic	3	HS	Public	Suburban	70.426467	80.14528	82.700809	3.576623	0.922704	0.906249	1	0	0	0	0	2	5
18	12	Female	White	4	HS	Public	Suburban	66.60653	62.750409	58.184952	2.34966	0.842978	0.391198	1	1	0	0	0	3	1
16	11	Male	White	2	SomeCollege	Public	City	60.533073	72.266753	59.893761	2.758035	0.854453	0.661755	0	1	0	1	0	2	4
14	9	Male	Black	2	SomeCollege	Public	Suburban	69.625769	70.940298	60.663285	3.249038	0.816914	0.859389	1	0	0	1	0	3	1
16	11	Female	Black	3	Bachelors+	Public	Suburban	78.316349	85.133021	83.051261	3.993371	0.941682	1.271864	1	1	0	1	0	2	3
15	10	Female	White	3	Bachelors+	Public	City	62.109589	66.506737	76.028423	2.664578	0.885757	0.236205	1	0	0	1	0	2	2
16	11	Male	White	3	SomeCollege	Public	Suburban	84.322823	80.76819	76.630257	3.175066	0.946351	1.6714	1	1	0	0	0	3	2
17	12	Female	White	4	Bachelors+	Public	Suburban	79.747658	78.75268	76.813823	2.813629	0.891637	1.590838	1	1	0	0	0	4	4
18	12	Male	White	3	Bachelors+	Public	Suburban	70.156555	78.156417	74.109805	3.169666	0.920366	1.298163	1	0	0	0	0	1	1
15	10	Male	White	3	HS	Public	City	76.175102	72.315597	72.204167	3.119081	0.907272	1.102464	1	0	0	1	0	1	2
15	10	Female	White	1	HS	Public	Suburban	75.983126	78.541993	78.752144	3.364667	0.894952	1.064792	0	0	0	1	1	3	3
14	9	Male	Black	1	<HS	Public	City	80.702742	88.788	90.629097	3.357908	0.97487	1.891299	0	0	1	0	0	2	3
18	12	Female	White	2	HS	Public	City	81.292411	90.74443	85.61779	3.678607	0.906751	0.962449	1	0	1	1	0	4	2
16	11	Male	White	3	SomeCollege	Public	Suburban	54.391948	56.769756	52.966354	2.393843	0.823699	0.509368	1	0	0	0	0	3	1
15	10	Male	White	3	SomeCollege	Public	Rural	58.339409	59.259814	57.231513	2.503184	0.79497	0.785654	0	1	0	1	0	2	2
18	12	Female	Black	1	Bachelors+	Public	City	87.208667	79.099191	81.602255	3.093289	0.926699	0.98866	0	1	0	0	0	3	1
16	11	Female	Black	3	SomeCollege	Public	City	83.748265	86.869485	79.292273	3.259051	0.966874	1.367273	1	0	1	1	0	4	2
17	12	Female	White	4	Bachelors+	Public	City	43.913078	46.395892	48.04715	2.754776	0.757954	0.329641	1	1	0	1	0	3	3
16	11	Female	White	2	<HS	Public	Rural	81.141132	90.790697	72.482112	3.312394	0.9589	1.099031	0	0	0	0	0	2	2
17	12	Female	Hispanic	2	SomeCollege	Public	City	78.132212	73.016381	76.597998	2.745406	0.914018	0.655248	1	1	0	0	0	3	3
17	12	Male	White	2	HS	Public	Rural	71.741464	60.833569	74.387493	2.360489	0.877575	0.848766	0	1	0	1	0	2	2
15	10	Female	Black	1	HS	Public	City	77.938055	76.270698	83.140291	3.445646	0.934939	1.08787	1	1	0	0	0	1	2
15	10	Female	Two-or-more	1	HS	Public	Suburban	66.494986	64.665588	69.586136	2.525487	0.879226	0.302005	1	0	0	0	0	2	1
17	12	Female	Hispanic	1	HS	Public	Suburban	87.880511	81.972896	86.712079	3.063738	0.975279	1.293286	1	1	0	0	0	4	2
14	9	Male	Black	4	Bachelors+	Public	Rural	65.705501	69.013521	54.861855	2.316988	0.828141	1.315631	1	1	1	1	0	4	3
14	9	Male	White	2	HS	Public	Suburban	89.232655	82.792953	85.411839	3.351189	0.9767	1.483287	1	1	0	0	0	4	1
17	12	Female	White	2	SomeCollege	Public	Suburban	67.854516	58.852632	64.323599	2.723092	0.85586	1.198463	0	1	0	1	1	4	2
18	12	Male	Black	4	Bachelors+	Private	Rural	90.996311	83.101607	83.185599	3.008522	0.975646	0.842244	1	0	0	1	1	3	3
18	12	Female	Two-or-more	2	HS	Public	City	64.051138	68.399987	63.951908	2.470721	0.868069	1.390872	1	0	1	1	0	3	3
15	10	Male	White	2	HS	Public	Rural	59.420406	59.237164	55.263453	2.36541	0.786958	1.034334	0	1	0	0	1	2	3
18	12	Female	White	3	HS	Public	City	64.673633	77.522142	78.570422	3.373836	0.896386	1.310161	1	0	0	0	0	3	1
16	11	Female	White	4	SomeCollege	Public	City	80.941978	89.634668	74.423072	3.043438	0.913501	1.476134	1	0	0	0	0	3	3
18	12	Male	Black	3	SomeCollege	Private	City	79.243422	81.928102	80.917508	3.520046	0.932499	0.753278	1	1	0	0	0	3	1
17	12	Male	Asian	4	HS	Private	Suburban	71.509504	74.159189	58.250749	2.850478	0.855017	1.253669	1	0	0	1	0	2	3
17	12	Male	Black	4	Bachelors+	Private	City	71.219118	54.917433	62.779516	2.606973	0.853162	0.685554	1	1	0	0	1	4	2
16	11	Male	Black	2	<HS	Public	Suburban	90.567609	86.545101	77.776508	3.500896	0.931639	1.310408	0	1	0	0	0	5	2
18	12	Female	Black	3	HS	Private	City	88.463772	84.1092	81.091974	3.550379	0.941431	1.090466	1	1	0	1	1	4	3
15	10	Female	White	2	HS	Public	Rural	74.626066	72.55244	68.045979	3.000759	0.846833	0.709518	0	0	0	0	0	2	1
15	10	Male	Hispanic	2	HS	Private	City	79.833582	74.461072	76.749094	3.39099	0.910677	0.672095	1	0	0	1	0	2	3
18	12	Female	Hispanic	3	<HS	Public	Suburban	73.507157	72.68861	70.062068	3.044749	0.860704	1.26671	1	1	1	0	0	2	3
15	10	Female	Hispanic	1	HS	Public	City	84.619548	81.108488	82.327931	3.162387	0.915061	0.986591	1	1	1	0	0	3	3
14	9	Female	White	3	SomeCollege	Public	Suburban	75.265885	72.652328	85.012515	2.492692	0.8993	1.038344	1	0	0	1	1	5	2
17	12	Female	Hispanic	1	HS	Public	Rural	74.428768	79.45972	65.579301	2.772379	0.902097	0.247493	1	1	0	0	0	3	2
18	12	Male	White	4	HS	Public	Suburban	83.146001	80.437984	78.082604	3.24098	0.960275	1.304473	1	1	0	0	1	4	1
16	11	Female	White	3	HS	Public	Suburban	74.445971	66.686594	69.617744	3.040308	0.904506	1.019554	0	1	0	0	1	4	2
14	9	Male	Black	4	HS	Public	Rural	70.849245	64.503403	63.381604	2.904205	0.823133	0.620032	1	0	0	0	0	4	1
14	9	Female	White	2	<HS	Public	Suburban	72.64121	69.726645	73.934939	2.220049	0.875989	1.461837	1	1	0	0	0	1	4
15	10	Female	White	4	Bachelors+	Private	Suburban	76.77832	81.979493	78.244593	3.045233	0.935936	0.977515	1	0	0	0	0	4	3
18	12	Male	White	1	<HS	Public	City	80.458182	77.301411	74.542894	3.358037	0.891507	1.374405	1	0	0	0	1	2	1
16	11	Female	Two-or-more	1	<HS	Public	Town	72.529651	80.722474	80.084509	3.150003	0.944877	1.673874	1	0	0	0	0	5	2
16	11	Male	Hispanic	2	HS	Public	Suburban	84.224321	94.241777	69.360852	3.391505	0.891336	1.09235	1	0	0	0	0	3	2
17	12	Female	Hispanic	2	SomeCollege	Public	Rural	81.810889	84.075154	79.060488	3.638806	0.9107	0.790931	1	1	1	1	0	4	2
18	12	Male	White	1	<HS	Private	Suburban	64.714466	73.931264	78.597297	2.532956	0.864755	1.086402	0	1	0	0	1	2	2
17	12	Female	White	1	SomeCollege	Public	Town	77.26744	79.59131	78.820475	3.275476	0.92017	1.045386	1	1	0	1	1	2	3
18	12	Female	White	4	Bachelors+	Public	Suburban	72.616036	80.600234	81.967181	3.175732	0.927552	0.964888	1	1	0	1	0	4	3
17	12	Male	White	4	Bachelors+	Private	Town	84.666861	76.388748	83.783677	3.022018	0.900521	0.983431	1	1	0	0	0	3	2
14	9	Male	White	2	SomeCollege	Public	Rural	75.707555	72.759162	84.65463	3.168679	0.87398	0.494348	1	1	0	0	0	5	2
17	12	Female	White	4	HS	Public	Rural	75.643386	89.653443	85.834037	2.97775	0.952707	0.656804	1	0	0	1	0	3	2
18	12	Male	Black	2	SomeCollege	Public	Suburban	68.563514	71.275247	61.316715	2.701969	0.857646	0.980614	1	0	0	0	0	2	1
16	11	Female	White	3	SomeCollege	Public	Suburban	79.685224	80.187091	73.27322	2.979333	0.908399	1.361324	1	0	0	0	0	3	2
17	12	Female	White	2	HS	Private	Suburban	71.938866	71.186724	86.689612	2.696309	0.942817	1.035512	1	1	0	0	1	1	2
14	9	Male	White	2	Bachelors+	Public	Rural	71.103936	72.953801	79.048672	3.055271	0.895996	1.195801	0	0	0	0	0	3	2
15	10	Female	Hispanic	4	HS	Public	Suburban	71.800665	81.190265	80.78935	2.840118	0.908034	0.487722	1	0	0	0	0	3	2
14	9	Female	White	2	Bachelors+	Public	Suburban	73.336885	74.483601	80.307976	3.050506	0.851301	1.457676	1	1	1	0	0	2	3
15	10	Male	White	4	HS	Private	Town	74.182019	68.189591	75.861821	3.608309	0.894674	0.447238	1	1	0	1	0	4	1
17	12	Male	White	2	SomeCollege	Public	City	59.528268	57.400683	71.883667	2.244378	0.812044	0.472242	1	1	0	0	1	3	2
15	10	Male	Black	2	Bachelors+	Public	Rural	82.454321	80.610671	76.657962	3.071532	0.932359	1.181432	1	0	0	0	0	3	2
14	9	Female	Hispanic	3	Bachelors+	Public	Suburban	73.431513	58.257094	66.576411	3.052908	0.854337	1.052457	1	1	0	1	0	2	1
14	9	Female	Hispanic	1	<HS	Public	City	87.613109	90.007147	81.673671	3.547423	0.981046	1.133092	0	0	0	0	0	3	3
15	10	Male	White	2	SomeCollege	Public	Suburban	65.275834	71.61539	57.844991	2.405849	0.836008	0.565055	1	1	1	1	1	3	1
15	10	Female	White	2	Bachelors+	Public	Town	69.332344	77.305871	80.490724	2.857686	0.926833	1.239264	1	0	0	1	0	4	3
17	12	Male	Two-or-more	1	HS	Private	Town	74.68757	65.668318	69.899426	2.635198	0.883597	1.119294	1	0	0	0	0	1	3
15	10	Female	White	2	SomeCollege	Public	City	78.854019	83.324158	79.698905	3.527877	0.921014	0.543764	1	1	0	1	0	3	1
15	10	Female	Hispanic	4	Bachelors+	Public	Rural	71.978004	72.063899	74.86511	2.981375	0.899274	0.514866	1	1	0	1	1	3	3

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