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	Hispanic	4	HS	Public	City	61.558024	61.455456	60.99376	2.133189	0.816536	0.217172	1	1	0	1	0	5	2
15	10	Female	Hispanic	1	<HS	Public	Town	92.314715	77.892518	90.685464	2.99838	0.962922	1.094079	1	1	0	0	0	4	2
17	12	Female	White	4	Bachelors+	Public	City	73.355178	70.874079	66.829875	3.047833	0.875123	0.946349	1	0	0	1	1	5	2
17	12	Male	White	4	HS	Public	City	76.806525	71.353991	75.983808	2.825932	0.887689	1.079057	1	1	0	0	0	3	1
16	11	Female	Hispanic	2	SomeCollege	Public	Rural	66.940742	61.017257	59.676557	2.791469	0.834863	0.708609	0	1	1	0	1	3	1
14	9	Male	White	3	Bachelors+	Public	City	81.224719	97.850502	88.610583	3.800488	0.97948	0.933024	1	1	0	1	0	3	2
17	12	Female	Black	4	SomeCollege	Public	Suburban	57.002413	54.572062	70.830013	2.277453	0.807949	0	1	0	0	1	1	3	3
14	9	Female	Two-or-more	2	<HS	Public	Suburban	62.893291	68.169628	63.633329	2.142867	0.850859	0.954833	1	0	0	1	0	3	2
17	12	Male	White	2	HS	Private	Suburban	63.901942	60.082792	77.498663	2.198826	0.869566	0.606337	0	1	1	1	1	3	2
15	10	Female	White	2	<HS	Public	Rural	84.401157	69.1412	77.225448	2.857274	0.924338	1.198743	1	0	0	0	0	3	3
18	12	Male	White	1	HS	Public	Suburban	78.928879	74.997681	72.280055	2.766243	0.898799	0.718421	0	1	0	0	1	5	2
17	12	Male	Hispanic	2	SomeCollege	Private	Suburban	83.667566	71.777605	74.977403	2.994435	0.927869	1.070692	1	0	0	0	0	3	1
14	9	Female	Black	4	SomeCollege	Public	Town	64.697956	75.597741	68.37915	3.096563	0.913476	0.960783	1	1	0	1	0	1	3
16	11	Male	Black	1	<HS	Public	Town	79.674936	86.256506	75.25089	2.887047	0.926281	0.811452	0	1	0	0	0	2	2
18	12	Male	White	3	SomeCollege	Public	Rural	81.180035	67.836625	78.868869	3.276074	0.898196	1.081352	1	0	1	0	0	1	3
16	11	Female	White	1	<HS	Public	City	66.754085	71.406884	73.589374	3.059792	0.855579	0.671044	1	0	0	0	1	4	3
14	9	Male	White	1	HS	Public	Rural	94.171732	86.516502	89.216543	3.873216	0.998557	1.275123	1	0	0	1	0	4	3
14	9	Male	White	1	<HS	Public	Rural	80.094991	85.973319	67.248861	3.321502	0.907264	0.668327	1	0	0	0	0	4	1
17	12	Male	White	1	HS	Public	Rural	68.938234	67.117878	75.068223	2.868236	0.878998	0.901061	1	0	1	0	0	3	2
18	12	Male	Black	4	Bachelors+	Public	Suburban	69.543286	71.48518	65.386613	2.354912	0.845178	1.15483	1	1	0	1	0	3	5
14	9	Male	Black	1	Bachelors+	Public	Suburban	81.624409	88.175858	82.414267	2.999357	0.947552	0.757944	0	0	0	1	0	3	4
18	12	Male	Two-or-more	4	SomeCollege	Private	City	76.328209	75.071004	76.94952	2.98752	0.925393	0.878219	1	1	0	1	0	5	1
14	9	Male	Black	4	HS	Public	Suburban	68.345074	61.629538	53.439663	2.215026	0.778289	1.257891	1	1	0	0	0	5	3
15	10	Male	White	1	HS	Public	Town	69.209866	61.569263	60.578121	2.746257	0.825656	0.446727	0	0	1	0	0	2	2
17	12	Female	Hispanic	4	HS	Public	Suburban	80.71132	85.855361	74.215546	3.097869	0.953881	1.403528	1	1	0	0	1	2	3
18	12	Male	Hispanic	4	Bachelors+	Private	Town	76.404611	68.882925	85.235562	3.164751	0.921265	1.19373	1	0	0	1	0	2	2
15	10	Female	Two-or-more	3	<HS	Public	Town	87.077315	87.353	79.936681	3.401395	0.95739	0.643981	1	1	1	1	0	3	2
17	12	Female	White	2	HS	Public	City	65.646686	83.971871	76.993787	2.428167	0.908947	1.215797	0	0	0	0	0	5	2
18	12	Female	White	4	HS	Public	Suburban	69.428162	72.291054	61.834451	2.722696	0.882719	1.254972	1	1	0	0	0	3	1
18	12	Male	White	1	HS	Public	City	74.346487	76.975892	72.137609	3.118243	0.89373	1.031247	1	0	0	0	1	1	2
17	12	Female	Hispanic	1	<HS	Public	Town	73.443191	63.534694	61.724812	2.660679	0.878817	1.150305	1	1	0	0	0	4	1
16	11	Female	White	2	SomeCollege	Public	Suburban	79.176729	77.218383	81.698986	2.235438	0.933996	0.708588	1	1	0	0	1	4	3
15	10	Male	Other	4	<HS	Public	Suburban	77.246599	67.40485	71.304255	3.494995	0.908085	1.058478	1	0	0	0	1	3	2
14	9	Male	Two-or-more	2	SomeCollege	Public	Rural	69.014022	63.266779	58.180667	2.780941	0.831695	0.493667	1	1	0	0	0	4	3
16	11	Male	White	4	SomeCollege	Private	Town	78.523022	79.511756	80.468034	3.196777	0.924199	1.047618	1	1	0	0	0	4	2
16	11	Female	White	3	SomeCollege	Public	Rural	79.281152	77.340686	79.009238	3.146113	0.951644	0.848453	1	1	0	1	0	2	2
18	12	Male	White	2	Bachelors+	Public	Suburban	68.522254	63.485966	60.825933	2.985678	0.840317	0.251964	1	0	0	0	1	3	2
17	12	Female	Hispanic	4	<HS	Public	Suburban	79.150755	71.734351	78.311166	2.970557	0.885035	1.210057	1	0	0	0	1	2	3
16	11	Female	Asian	1	HS	Public	Suburban	90.448713	85.004261	100	3.922538	0.988052	1.260793	1	1	1	1	0	4	3
14	9	Female	White	2	SomeCollege	Public	Suburban	66.423281	72.142687	59.197351	2.539228	0.858828	0.715617	1	1	0	1	1	2	2
18	12	Male	White	3	HS	Private	Suburban	84.051119	78.03135	67.015721	2.779578	0.887508	1.24301	1	1	0	0	0	4	3
16	11	Male	Hispanic	4	SomeCollege	Private	Rural	76.622613	67.414975	57.84591	2.646215	0.869831	0.860704	1	1	0	1	0	3	3
18	12	Female	Hispanic	3	HS	Public	City	80.450334	83.804367	88.901522	3.117201	0.970903	0.777626	1	0	0	0	0	3	1
16	11	Male	Black	2	SomeCollege	Public	Town	81.123123	91.903929	65.551405	2.920679	0.921069	0.706404	1	0	0	1	1	2	4
14	9	Female	Hispanic	1	<HS	Public	City	82.122303	81.599932	80.316462	3.385556	0.935996	1.127291	0	1	0	0	0	4	1
17	12	Male	White	3	HS	Public	Town	75.051469	79.27173	79.225864	2.944083	0.937956	1.125401	1	1	0	1	0	3	2
15	10	Male	Hispanic	3	<HS	Private	Town	75.348729	56.703626	81.69516	2.42609	0.905801	1.481009	1	1	0	0	0	3	2
14	9	Female	White	1	HS	Public	City	75.953285	74.425189	71.349376	3.15535	0.908603	1.277708	1	0	0	0	0	3	1
17	12	Male	Hispanic	3	SomeCollege	Private	Town	87.597141	86.413987	93.296907	3.766933	0.980598	1.251846	1	0	0	0	1	4	1
17	12	Male	White	2	<HS	Public	Suburban	55.754905	59.725863	58.767302	2.039248	0.836547	1.060673	1	1	0	0	0	3	1
14	9	Male	White	4	HS	Public	City	58.74942	73.210071	73.176067	2.719973	0.87865	0.782959	1	0	0	0	0	5	2
17	12	Female	Hispanic	4	HS	Private	Suburban	73.214867	72.10731	88.709402	3.382508	0.895856	1.423366	1	0	1	0	0	2	2
16	11	Female	Hispanic	4	SomeCollege	Public	Town	76.480519	81.324536	89.031264	3.125876	0.92989	1.072497	1	0	0	0	0	2	2
18	12	Female	Hispanic	1	HS	Public	Suburban	67.057008	55.511515	66.802509	2.637489	0.830158	1.138258	1	0	1	1	0	4	1
18	12	Female	White	2	<HS	Public	City	87.447691	82.674545	79.117698	2.969455	0.975381	1.27503	1	1	0	1	1	5	3
14	9	Female	White	4	Bachelors+	Public	City	74.973253	66.802029	70.742254	3.544691	0.874705	1.417154	1	0	0	1	0	3	4
15	10	Male	Two-or-more	3	Bachelors+	Public	Suburban	79.735958	86.856576	78.813496	2.909953	0.944865	1.473098	1	1	0	1	0	2	1
14	9	Male	Black	4	HS	Private	Suburban	69.827833	61.466147	60.85019	2.804	0.843578	0.902205	1	0	1	0	1	3	2
14	9	Female	Black	3	SomeCollege	Public	City	87.38663	73.826703	79.486875	3.38901	0.921023	0.804389	0	1	0	1	0	2	3
18	12	Female	Black	2	HS	Public	City	79.647068	73.890073	79.435697	2.939019	0.880649	1.292165	1	0	1	0	0	3	1
14	9	Female	Black	4	SomeCollege	Public	Rural	78.414386	81.238176	82.012827	3.557129	0.932015	1.117835	1	1	0	1	0	2	2
17	12	Female	Hispanic	3	SomeCollege	Public	Suburban	78.005301	79.804827	69.573704	3.238798	0.92092	0.698512	1	1	1	1	1	3	3
15	10	Female	Black	2	<HS	Public	City	77.843637	69.239071	70.687549	2.859869	0.860453	0.681127	0	0	0	0	0	4	2
14	9	Male	White	2	SomeCollege	Private	City	88.912949	73.021729	66.53334	2.823412	0.891737	1.050711	1	1	0	0	0	5	1
17	12	Female	White	4	Bachelors+	Public	Suburban	79.226701	74.924981	73.813239	3.254687	0.877101	0.890209	1	1	0	1	0	2	2
17	12	Female	Black	4	SomeCollege	Private	Rural	90.748719	82.791418	87.500306	4	0.995885	1.400093	1	0	0	1	0	2	4
14	9	Female	Hispanic	1	HS	Public	Town	72.628371	63.375275	76.430757	2.24639	0.884288	1.185415	1	1	0	0	0	3	1
14	9	Female	Hispanic	2	<HS	Public	Town	61.179009	77.801415	67.049166	2.400914	0.865704	0.283018	1	0	0	0	0	4	2
18	12	Male	White	4	Bachelors+	Public	Suburban	77.027262	72.7123	74.87665	2.77575	0.911899	0.845079	1	0	1	1	0	5	1
14	9	Female	White	4	Bachelors+	Public	Rural	71.760686	71.356853	81.684923	3.082823	0.891729	0.860631	1	1	0	1	0	2	1
17	12	Male	White	1	<HS	Public	Suburban	74.806274	70.165705	69.720672	3.397856	0.870136	1.096588	1	1	0	0	0	5	4
14	9	Male	Two-or-more	3	SomeCollege	Public	City	70.357004	77.193611	76.687843	2.454935	0.922639	1.047866	1	1	0	1	0	4	2
18	12	Male	White	4	SomeCollege	Public	City	73.537749	72.045535	67.327901	3.055375	0.878351	0.678031	1	0	0	1	0	4	3
15	10	Male	White	4	SomeCollege	Public	Suburban	100	100	92.092769	3.862104	1	1.282355	1	1	0	1	0	4	1
17	12	Female	Black	4	SomeCollege	Private	Rural	81.262082	72.456337	74.241735	3.049578	0.906414	1.029128	1	0	0	0	0	2	1
16	11	Male	Hispanic	1	<HS	Public	Suburban	73.034244	63.16651	69.170854	2.666078	0.879661	0.579149	0	1	0	1	0	4	3
14	9	Female	Two-or-more	3	Bachelors+	Public	Suburban	75.93652	70.362845	69.343598	3.006393	0.890089	0.377249	1	1	0	1	0	4	4
15	10	Male	Hispanic	1	SomeCollege	Public	Suburban	100	100	90.795406	3.713879	0.985936	1.163827	1	1	0	0	0	1	3
14	9	Female	White	2	HS	Public	City	50.618959	53.507894	54.99045	2.351368	0.777831	0.174543	0	0	0	1	0	2	1
15	10	Female	White	4	SomeCollege	Public	City	87.462187	70.372277	67.925844	3.25951	0.903781	1.214981	1	0	0	1	0	2	1
14	9	Male	Black	4	HS	Public	Suburban	58.394393	60.218254	58.47125	1.717554	0.813142	1.419479	1	0	0	1	0	3	2
14	9	Male	White	3	SomeCollege	Public	Rural	58.766434	57.738579	59.949164	2.551741	0.831056	0.382198	1	1	0	0	0	3	1
17	12	Female	Asian	4	SomeCollege	Public	Suburban	54.568668	67.749915	64.98921	2.405423	0.839374	0.959518	1	1	0	0	1	2	3
14	9	Male	Hispanic	3	HS	Private	Town	67.572721	82.113699	74.068767	2.981532	0.902284	1.027927	1	1	0	0	1	3	2
16	11	Male	White	3	HS	Public	Town	80.115925	70.838463	75.511391	2.923258	0.902581	1.284666	1	0	0	1	1	3	3
14	9	Male	Black	4	<HS	Public	Rural	86.737311	88.996291	92.412141	3.106806	0.977594	1.683945	1	1	0	0	1	2	2
16	11	Female	Other	1	HS	Public	Suburban	70.870698	65.884591	67.258063	2.953005	0.887197	1.025423	0	0	0	1	0	2	1
15	10	Female	White	1	HS	Public	Rural	77.264951	79.836369	77.756512	3.090726	0.922496	1.022235	1	1	1	0	0	2	2
18	12	Female	White	3	SomeCollege	Public	Town	78.414503	70.879373	76.225215	3.557606	0.899829	0.532111	1	1	0	0	0	3	3
17	12	Female	Asian	3	SomeCollege	Public	City	73.397391	77.500698	79.383494	2.912953	0.907869	1.251577	1	1	0	0	0	4	2
17	12	Male	White	1	SomeCollege	Public	Rural	77.910968	73.342489	78.368779	3.058734	0.90742	0.693757	1	0	0	0	0	3	1
15	10	Female	Black	1	HS	Private	Town	69.20178	77.175386	72.458932	3.277949	0.878021	1.134775	1	0	0	0	0	2	2
14	9	Male	White	1	HS	Public	Suburban	74.181824	61.107457	71.343675	2.578836	0.902525	1.077219	1	1	0	0	0	4	2
14	9	Male	White	4	SomeCollege	Public	City	83.861107	80.389451	78.417975	3.611742	0.932401	1.431443	1	0	0	0	0	3	2
15	10	Male	White	4	<HS	Public	City	78.403057	82.215337	85.970956	3.170085	0.892399	0.861185	1	1	0	0	0	1	2
18	12	Male	Black	1	HS	Public	Suburban	72.500333	70.777075	74.868671	3.189818	0.874806	0.983138	0	1	0	0	0	3	1
14	9	Male	Asian	2	HS	Public	Rural	68.484668	68.763694	72.464639	2.998377	0.874433	0.935102	1	1	0	0	0	1	1
18	12	Female	White	1	HS	Public	Suburban	58.718898	51.112525	59.297407	2.444997	0.769532	0.766427	1	0	0	0	1	5	1
14	9	Female	White	3	Bachelors+	Public	Suburban	70.113589	68.341932	70.247149	2.963575	0.914961	0.93652	1	0	1	1	0	4	3
16	11	Female	White	4	Bachelors+	Private	Rural	61.135088	74.214431	61.649688	2.734894	0.856605	0.487569	1	1	0	1	1	4	2

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