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
15	10	Female	Black	4	SomeCollege	Private	Rural	86.417309	82.414901	83.255997	3.200844	0.935946	1.54994	1	0	0	0	0	3	1
16	11	Male	Hispanic	1	HS	Private	Rural	81.325886	71.542274	82.724771	2.917326	0.919417	1.121217	0	0	0	1	0	3	1
17	12	Female	Black	4	SomeCollege	Public	Suburban	83.018286	86.37937	83.813891	3.213103	0.94216	1.662928	1	1	0	0	0	3	1
18	12	Female	Hispanic	3	<HS	Public	Town	71.981895	59.145508	55.798763	2.715074	0.855111	1.006244	1	1	1	0	0	2	2
15	10	Male	Black	2	SomeCollege	Private	Suburban	68.647462	75.421179	67.777138	2.534537	0.886849	0.54138	1	0	0	1	0	4	2
14	9	Female	Hispanic	2	HS	Public	Rural	81.442795	84.121572	91.136174	2.700898	0.967498	1.290116	1	1	0	1	0	5	2
18	12	Female	Two-or-more	3	HS	Public	Rural	64.613937	76.608739	70.675316	3.011327	0.89271	0.730061	0	1	0	0	0	3	2
16	11	Female	White	2	<HS	Public	City	63.339241	70.544839	64.439796	2.88963	0.866916	0.979095	1	1	0	0	0	3	1
17	12	Male	White	4	HS	Public	Suburban	68.093336	70.452554	77.650945	3.246426	0.888196	1.008869	1	1	0	1	0	1	3
14	9	Female	Asian	2	<HS	Public	Suburban	70.413379	69.49178	77.576413	2.741577	0.873549	0.992516	1	1	0	1	0	1	3
16	11	Female	Black	1	<HS	Public	City	66.608932	73.579476	79.323594	3.286417	0.894851	1.517943	0	0	0	1	0	3	3
17	12	Male	White	3	Bachelors+	Public	Suburban	65.867515	61.525842	52.951832	2.124505	0.825228	0.737848	1	0	0	1	0	3	1
18	12	Female	Hispanic	2	<HS	Private	Rural	80.080013	85.386461	69.817709	2.885678	0.892613	1.232311	1	1	1	0	0	2	3
18	12	Male	White	1	HS	Public	Suburban	95.970293	100	90.550412	3.929821	1	1.561169	0	1	0	0	1	3	1
17	12	Female	White	1	<HS	Private	Suburban	74.43078	69.605408	75.72412	3.164278	0.909822	1.019998	1	1	0	1	0	4	2
17	12	Male	Hispanic	3	Bachelors+	Public	City	81.29737	73.815385	87.77929	3.554713	0.943669	0.973772	1	1	0	1	1	2	1
16	11	Male	Hispanic	2	Bachelors+	Public	City	85.54217	74.825255	74.431843	2.951368	0.917165	1.023883	1	1	0	1	0	2	5
16	11	Female	White	1	HS	Public	Rural	79.37678	83.479533	91.844907	3.080503	0.937807	0.985773	0	0	0	0	0	3	3
14	9	Female	White	1	<HS	Public	City	80.849293	86.257129	80.350994	3.045711	0.91559	1.065539	0	0	0	0	0	3	4
14	9	Male	Black	2	HS	Public	Suburban	91.478734	86.026048	89.474805	4	0.986475	1.855298	0	0	0	0	0	3	2
16	11	Male	Black	2	HS	Public	City	80.035246	70.027349	63.275314	3.340823	0.873557	0.667081	1	0	0	0	0	2	2
14	9	Male	White	2	SomeCollege	Public	Suburban	81.611999	72.602253	71.828839	2.759215	0.895216	0.679723	1	1	0	1	1	2	2
14	9	Male	Asian	1	HS	Public	City	86.78678	86.458947	82.958161	3.090659	0.945558	1.218373	1	0	0	1	0	3	2
16	11	Male	Two-or-more	4	SomeCollege	Public	City	67.349129	73.998256	68.016874	2.721991	0.88736	0.999298	1	1	1	1	0	2	2
15	10	Male	Hispanic	3	SomeCollege	Public	Rural	69.446707	68.063006	70.428162	2.300325	0.882078	0	1	0	0	0	0	3	3
15	10	Female	Two-or-more	2	SomeCollege	Public	City	72.461633	69.293563	67.427581	3.115934	0.867524	0.525573	1	1	0	1	0	3	1
15	10	Male	White	4	Bachelors+	Private	Suburban	69.588776	70.608514	66.43177	3.104808	0.846668	0.55727	1	1	0	1	0	3	3
14	9	Female	Asian	1	HS	Public	Rural	75.830676	74.327298	83.699178	3.183801	0.960107	0.738888	0	1	0	0	1	3	1
14	9	Female	Hispanic	4	HS	Private	Rural	88.699932	80.148203	73.852542	3.468534	0.958345	1.047355	1	1	0	0	1	5	3
17	12	Male	White	4	SomeCollege	Public	City	80.098122	64.090741	71.839014	2.936805	0.897907	1.205664	1	1	0	1	1	1	3
15	10	Female	Two-or-more	2	<HS	Public	Suburban	84.322601	83.297793	81.543429	3.883401	0.942749	1.228759	1	1	0	1	0	2	2
14	9	Male	Black	4	Bachelors+	Private	Suburban	66.504793	79.210024	71.86466	2.492059	0.892312	1.059888	1	1	0	1	0	3	3
18	12	Male	Black	2	HS	Public	Suburban	77.440146	73.2726	79.73293	3.071384	0.90699	1.223301	1	1	0	0	0	4	1
16	11	Male	Hispanic	4	HS	Public	Suburban	67.73821	67.340247	76.269332	2.788043	0.854518	0.69358	1	0	0	0	0	1	3
16	11	Female	White	4	Bachelors+	Public	City	77.076805	67.282725	78.271452	2.737594	0.894935	1.05875	1	0	1	0	1	4	2
17	12	Male	Hispanic	4	Bachelors+	Public	Suburban	86.350591	79.824194	83.852331	2.71424	0.938868	1.884077	1	0	0	0	0	3	5
14	9	Male	White	3	Bachelors+	Public	City	61.081126	55.689126	63.210849	2.456376	0.818678	0.695637	1	0	0	1	0	4	2
18	12	Female	Hispanic	4	Bachelors+	Public	Suburban	75.171573	70.878525	63.51819	2.252916	0.851331	0.2966	1	0	0	0	0	2	1
17	12	Female	White	2	HS	Public	Suburban	87.278581	92.934315	83.369226	3.542163	0.944851	1.566936	1	0	0	0	0	2	3
14	9	Female	White	2	HS	Private	Town	67.60602	65.212278	57.202718	2.476675	0.855795	0.498938	1	0	0	0	0	3	3
16	11	Male	White	3	HS	Public	Suburban	92.575955	78.314937	75.539828	3.170685	0.920533	0.934426	1	0	1	1	0	4	3
17	12	Male	Two-or-more	2	HS	Public	Rural	84.478852	83.823018	81.560026	2.915627	0.906571	1.254152	1	1	1	0	0	2	1
18	12	Male	Hispanic	1	<HS	Public	City	69.853605	61.401262	70.034299	2.828299	0.862764	1.596449	1	0	0	1	0	3	2
15	10	Male	Hispanic	3	SomeCollege	Public	Rural	78.366351	81.302499	84.062212	3.151475	0.937704	1.447871	1	0	1	1	0	3	2
14	9	Female	White	3	<HS	Public	City	63.447925	68.698748	80.57741	2.243832	0.83249	0.67672	1	1	0	0	0	3	3
18	12	Male	White	2	<HS	Public	Suburban	88.381654	71.793769	80.808668	2.847006	0.900994	0.703034	1	0	0	0	0	3	3
15	10	Female	White	2	HS	Public	Rural	85.845851	88.72094	91.60069	3.821908	0.993632	1.54476	0	1	0	0	0	3	3
16	11	Female	Hispanic	2	<HS	Private	Suburban	88.425955	85.864056	81.027317	3.435831	0.93749	1.365362	0	0	0	0	0	2	3
16	11	Female	White	3	HS	Private	Suburban	85.74559	74.351945	72.430348	3.036304	0.891545	1.135415	1	0	0	1	0	2	2
16	11	Female	White	3	<HS	Public	Suburban	87.925934	72.819528	81.086053	3.306388	0.930576	1.659545	1	1	0	1	0	2	1
16	11	Female	Black	4	Bachelors+	Public	City	88.625172	88.208264	89.776589	3.609164	0.975426	0.765215	1	1	0	0	1	5	3
16	11	Male	Hispanic	2	HS	Public	Town	67.995517	70.059301	59.90924	2.813527	0.865086	0.462101	1	1	0	0	0	2	2
14	9	Male	Black	4	Bachelors+	Public	City	83.144541	71.062757	78.358334	3.350704	0.916306	0.911313	1	1	0	0	0	2	4
18	12	Male	White	1	HS	Public	Town	65.370994	71.410663	70.411192	3.232146	0.928542	1.267898	1	1	0	0	0	5	3
14	9	Female	White	1	<HS	Public	City	75.351145	74.681702	64.854084	2.472721	0.853543	0.543458	0	1	0	0	0	5	2
18	12	Female	Hispanic	4	HS	Private	Suburban	69.497377	75.343639	76.742425	3.037494	0.916332	0.854346	1	0	0	1	0	4	3
17	12	Male	White	4	SomeCollege	Private	Rural	91.857689	79.443859	88.19906	3.026231	0.948503	1.276634	1	1	0	1	0	4	2
16	11	Male	Two-or-more	3	HS	Public	City	74.799783	67.211126	74.13703	3.29945	0.86866	1.152149	1	0	0	0	1	3	2
17	12	Male	White	3	HS	Public	Rural	64.905731	71.8371	69.076192	2.926643	0.867433	1.104935	1	0	0	0	0	5	4
16	11	Female	Black	3	HS	Public	Suburban	68.741364	78.716359	73.000749	2.084388	0.912282	1.103332	1	0	0	1	1	3	2
16	11	Male	White	1	<HS	Public	City	73.82088	67.897578	56.417537	2.933996	0.84893	0.609577	0	0	0	1	1	4	3
14	9	Male	Black	4	Bachelors+	Public	Suburban	60.445473	58.513026	52.275725	2.910115	0.758066	0.318337	1	0	1	0	0	4	1
16	11	Female	Black	2	<HS	Public	Town	79.488876	75.477982	76.84278	2.799522	0.925228	0.868064	1	1	1	0	0	3	4
15	10	Male	White	3	SomeCollege	Private	City	59.732904	57.614355	69.36099	2.39345	0.806361	0.267823	1	1	0	1	0	3	1
15	10	Female	White	2	HS	Private	City	79.607132	87.532117	78.629205	3.329773	0.922083	1.114962	1	0	0	0	0	4	3
18	12	Female	Hispanic	3	<HS	Public	City	63.790271	56.760359	45.122578	2.21186	0.829412	0.823913	1	1	1	0	0	2	3
18	12	Female	Hispanic	1	<HS	Public	Town	75.638776	71.068214	76.448159	3.05187	0.937874	1.056698	1	0	0	0	0	3	2
14	9	Male	Asian	2	SomeCollege	Private	City	77.409111	83.908555	94.56337	3.892441	0.927653	1.590718	1	1	0	0	0	2	3
17	12	Female	Hispanic	4	SomeCollege	Private	Suburban	72.423544	74.733067	92.367835	2.994757	0.91688	1.109171	1	1	1	0	0	2	3
16	11	Male	Hispanic	3	SomeCollege	Public	Suburban	92.853892	93.77377	84.503638	3.246626	0.982764	1.316478	1	1	1	1	0	5	4
16	11	Female	White	1	SomeCollege	Public	Rural	83.819588	76.562727	72.493996	3.261129	0.912942	0.564799	0	0	0	1	1	3	4
16	11	Female	White	2	SomeCollege	Public	Town	67.961549	71.168429	70.479653	3.101692	0.874961	0.986746	1	1	1	1	0	3	3
14	9	Female	Hispanic	3	HS	Public	Rural	60.320583	52.642934	64.823305	2.161236	0.831716	0.969545	1	1	0	0	0	4	2
18	12	Female	Two-or-more	1	Bachelors+	Public	City	83.526535	93.315283	93.128731	3.8781	0.996087	1.323635	1	1	0	1	0	4	3
14	9	Female	White	4	SomeCollege	Private	Town	54.25172	56.383944	69.837635	2.545792	0.831606	0.206551	1	0	0	1	0	2	1
16	11	Male	White	2	SomeCollege	Public	City	72.819812	69.884697	67.387438	3.015418	0.86891	0.960937	1	1	0	1	0	3	2
17	12	Female	Black	4	Bachelors+	Private	Suburban	70.430709	74.105945	69.367249	2.802458	0.852329	0.800769	1	0	0	1	1	3	4
16	11	Male	White	2	Bachelors+	Public	Suburban	83.430051	80.683454	85.406796	3.462128	0.918522	1.173042	1	0	1	0	0	3	2
16	11	Male	Hispanic	2	<HS	Private	Suburban	85.109394	85.439608	90.992815	3.714583	0.975558	1.113015	1	1	0	0	0	4	3
16	11	Female	White	4	SomeCollege	Public	City	53.764702	66.126959	65.209261	2.673124	0.838254	0.893182	1	1	0	1	1	3	2
15	10	Female	Hispanic	3	SomeCollege	Public	Suburban	71.438344	69.903735	67.390138	2.486395	0.901897	1.083163	1	1	0	0	0	4	3
17	12	Female	Hispanic	4	SomeCollege	Private	Town	85.549967	92.415801	89.684556	3.250889	0.969482	0.786185	1	0	0	0	0	3	2
16	11	Female	White	4	HS	Private	City	65.139205	65.947777	70.457696	2.308697	0.88265	1.382434	1	1	0	1	0	2	3
14	9	Female	White	3	SomeCollege	Private	City	86.771476	85.561136	82.096395	3.065065	0.941801	0.962648	1	1	0	0	0	4	1
17	12	Female	Black	1	SomeCollege	Public	Suburban	58.582089	62.823819	57.626367	2.57279	0.800527	0	1	0	0	0	0	4	3
15	10	Male	Other	4	SomeCollege	Public	Suburban	80.471834	75.811245	74.006318	3.259055	0.90323	0.896852	1	1	0	0	0	3	1
15	10	Female	White	2	SomeCollege	Public	Town	76.202196	82.220251	76.665292	3.305046	0.875568	0.975699	0	1	0	0	0	4	2
17	12	Female	Hispanic	4	SomeCollege	Public	Rural	77.416521	71.450257	71.703658	3.127795	0.904278	0.482447	1	1	0	0	0	3	1
18	12	Male	White	1	HS	Public	Rural	67.283204	70.172726	81.061089	2.245212	0.900285	0.768743	0	1	0	0	0	5	4
14	9	Male	Black	3	Bachelors+	Public	City	83.735945	79.922818	84.927812	2.568313	0.935923	0.633887	0	0	0	0	1	5	3
16	11	Male	Black	2	HS	Public	City	69.09558	58.131793	79.385458	3.362863	0.814302	1.13524	1	0	0	0	0	5	2
18	12	Male	Hispanic	4	<HS	Public	Suburban	87.761722	87.917723	92.926001	3.568502	0.936395	0.69065	1	1	0	0	1	5	3
14	9	Female	White	2	<HS	Public	City	74.818678	73.548282	85.781854	3.606102	0.897806	1.229115	1	0	0	0	0	3	1
16	11	Female	Asian	3	SomeCollege	Public	City	64.369334	75.429565	66.617464	3.087483	0.868187	0.753279	1	0	1	0	0	2	2
15	10	Male	Other	1	<HS	Public	Suburban	61.218845	67.20356	67.904383	2.592525	0.875618	0.766914	1	0	0	1	0	5	2
18	12	Male	White	3	SomeCollege	Public	Rural	63.880811	77.691446	68.578439	3.172325	0.855847	0.617395	1	0	0	0	0	5	3
16	11	Male	Hispanic	4	Bachelors+	Private	Suburban	56.311072	59.760312	69.160123	2.690464	0.870185	0.621022	1	1	0	1	0	4	4
18	12	Male	Black	1	HS	Public	Town	91.456635	90.908381	75.363848	3.220615	0.928188	1.153056	0	0	0	1	1	4	2
14	9	Female	White	4	SomeCollege	Private	Suburban	73.56874	93.06406	84.279185	3.073688	0.961799	0.942039	1	0	0	0	0	3	1
14	9	Female	Hispanic	3	SomeCollege	Public	Town	75.812862	80.457878	73.972374	3.410976	0.903418	1.019001	0	1	0	0	0	2	2

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