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	2	HS	Public	Suburban	77.706786	69.678032	66.986924	2.854831	0.868913	0.852326	1	0	0	1	0	4	3
18	12	Male	Asian	2	HS	Private	Suburban	58.685044	62.165515	48.659707	2.564826	0.815621	0.775616	1	0	0	0	0	1	1
16	11	Female	Hispanic	1	<HS	Private	Suburban	76.471584	72.721637	79.279316	3.397494	0.899001	0.894358	0	0	0	0	1	2	1
15	10	Female	White	3	HS	Public	City	81.204493	80.866538	72.677078	3.712772	0.939402	1.387185	1	1	1	1	0	3	2
15	10	Female	Black	1	SomeCollege	Public	City	75.513846	68.469082	79.091489	2.964193	0.923664	0.570599	1	1	1	1	0	3	2
14	9	Male	White	3	SomeCollege	Public	City	75.691503	67.882182	79.665945	2.989167	0.866386	1.22361	1	0	0	0	0	3	2
17	12	Male	White	4	SomeCollege	Public	Town	79.351132	79.366288	71.530918	2.772452	0.922451	0.698147	1	0	0	0	0	3	1
17	12	Male	Hispanic	4	SomeCollege	Public	Suburban	83.025879	59.050179	77.05452	2.726877	0.884172	1.00373	1	0	0	0	0	3	1
14	9	Male	Hispanic	1	SomeCollege	Public	Suburban	73.480798	82.624954	79.192611	3.051779	0.935182	1.118437	1	1	0	1	0	3	1
17	12	Male	White	3	SomeCollege	Public	Suburban	83.217576	85.102545	64.952922	2.631258	0.928453	0.834867	1	0	0	0	0	2	2
15	10	Female	Hispanic	4	HS	Public	Suburban	69.212669	66.699058	58.416239	3.00727	0.825961	0.844482	1	1	0	1	0	4	1
14	9	Male	White	2	HS	Public	Suburban	59.298268	68.780732	81.596988	2.738332	0.872632	0.775231	1	1	0	0	0	2	1
15	10	Female	White	1	<HS	Public	City	83.661553	79.844909	69.74199	3.338842	0.903654	0.934792	1	1	0	0	0	3	2
18	12	Male	Black	2	SomeCollege	Private	City	85.335002	89.160819	83.921525	3.595932	0.92926	1.394017	1	1	0	0	0	2	3
18	12	Male	White	4	SomeCollege	Public	City	60.828377	66.272949	71.567436	2.8204	0.88107	0.345338	1	0	0	0	0	4	2
15	10	Male	Hispanic	2	<HS	Public	City	60.263048	62.100378	65.901275	3.028705	0.821261	1.10293	1	1	0	0	0	3	1
14	9	Male	Hispanic	2	HS	Public	City	73.945859	70.493057	71.192515	2.387701	0.876463	0.839805	1	1	0	1	0	2	3
18	12	Male	White	4	Bachelors+	Public	Suburban	65.310066	72.625761	80.255219	3.190184	0.934915	0.729253	1	1	0	1	0	4	1
16	11	Male	Black	4	Bachelors+	Public	Suburban	74.303131	55.92408	81.722464	2.730007	0.931775	0.621959	1	1	0	0	0	4	1
14	9	Female	Hispanic	1	<HS	Public	Suburban	70.587785	90.792326	85.484213	2.916355	0.898359	1.259232	1	0	0	0	0	5	1
17	12	Male	White	1	HS	Private	Town	80.047712	70.822383	76.43187	3.233197	0.913172	1.385421	1	1	0	0	0	2	2
16	11	Male	Hispanic	1	HS	Public	Suburban	85.86651	82.667899	90.658119	3.530668	0.98331	1.180133	1	1	0	0	0	2	2
14	9	Male	White	3	SomeCollege	Public	City	80.124058	82.064844	81.505692	3.257785	0.908997	1.264457	1	0	0	0	0	4	1
17	12	Male	Black	1	SomeCollege	Public	Rural	97.646302	99.329644	81.48805	3.872065	0.968705	1.541388	1	0	1	0	1	3	3
16	11	Female	White	1	SomeCollege	Public	City	65.131243	72.233621	72.458664	2.255504	0.885004	0.901463	1	1	0	0	1	4	2
15	10	Female	Hispanic	3	SomeCollege	Public	Town	70.833557	59.474713	59.253369	2.101432	0.866757	0.667136	1	0	0	1	1	1	1
16	11	Female	Black	2	SomeCollege	Public	Suburban	75.725598	71.409443	75.332768	2.535009	0.889179	0.991795	0	0	0	0	0	3	2
18	12	Male	Hispanic	4	SomeCollege	Public	City	78.146274	75.271539	80.103788	3.745414	0.911716	0.8582	1	0	0	0	0	2	3
15	10	Female	Hispanic	2	HS	Public	Rural	75.400621	73.565298	69.480969	2.717511	0.895038	0.79209	1	0	0	0	1	4	3
17	12	Female	White	2	HS	Public	Suburban	70.600042	67.48928	74.338257	2.329393	0.858635	0.913826	0	0	0	0	0	1	4
15	10	Female	White	2	Bachelors+	Private	Town	86.863123	75.082885	85.835896	3.277189	0.933283	1.316168	1	1	0	1	0	3	3
15	10	Male	White	2	HS	Public	Town	85.54977	82.081002	84.552459	3.084624	0.93485	1.269165	0	1	0	0	1	4	1
17	12	Male	White	2	HS	Public	City	89.115417	81.195203	86.793275	2.80197	0.912498	1.418791	1	1	0	0	0	3	3
14	9	Male	White	1	HS	Public	Suburban	70.244528	82.780075	70.341095	3.086566	0.901799	1.146701	1	0	0	0	0	4	4
17	12	Male	Black	2	SomeCollege	Public	City	87.423986	74.69127	85.103324	3.002054	0.895694	1.221879	1	1	0	0	0	3	3
17	12	Female	Hispanic	3	<HS	Public	Suburban	67.387866	72.805812	74.124927	2.089581	0.883475	0.296999	1	1	0	0	0	2	3
18	12	Male	Asian	3	SomeCollege	Public	Town	73.465237	73.478183	67.832344	3.260454	0.881212	0.912976	1	1	0	1	1	2	4
15	10	Female	White	3	<HS	Public	Suburban	78.304826	90.123347	80.77348	3.601509	0.922011	1.359071	1	0	0	0	1	4	2
17	12	Male	Hispanic	4	HS	Public	City	55.2443	65.941188	65.216905	2.057655	0.823034	1.079561	1	1	0	0	0	1	1
16	11	Male	White	2	Bachelors+	Public	Rural	72.19776	75.510959	68.310164	2.854946	0.913863	0.702226	1	0	0	1	0	2	2
15	10	Female	Hispanic	4	Bachelors+	Public	City	92.294773	81.172887	71.814502	3.147987	0.940839	1.780458	1	0	0	0	0	2	2
18	12	Male	White	1	HS	Public	Rural	82.919895	72.030547	91.386783	3.193233	0.939921	0.812257	1	1	0	0	0	3	1
17	12	Male	Hispanic	3	<HS	Public	Suburban	94.019964	82.362811	85.27421	3.835287	0.97344	1.366235	1	1	0	0	0	2	2
18	12	Female	White	2	Bachelors+	Public	Suburban	85.25699	82.717467	87.877566	3.015034	0.94114	1.244885	1	1	1	0	0	2	2
14	9	Male	Black	3	HS	Public	Rural	60.679002	61.486769	61.551776	2.321618	0.820154	0.713571	1	0	0	0	0	4	1
14	9	Female	White	3	SomeCollege	Public	Suburban	77.092041	69.596977	72.303853	3.007322	0.900267	1.034201	1	1	0	1	0	5	1
17	12	Female	Hispanic	1	<HS	Public	Rural	70.381065	87.256365	75.075338	3.454263	0.928019	1.058638	0	1	1	1	1	1	2
14	9	Male	White	2	SomeCollege	Private	Suburban	75.320837	67.071817	64.659628	2.947941	0.903785	1.05044	0	1	0	0	0	3	2
17	12	Male	White	4	SomeCollege	Private	Suburban	85.256645	91.148935	85.994657	3.472881	0.975921	1.393748	1	1	0	0	0	3	3
16	11	Male	Two-or-more	3	HS	Public	City	69.211724	65.888005	75.566534	3.120049	0.847121	0.979213	1	1	0	0	1	3	1
14	9	Female	Hispanic	2	SomeCollege	Public	City	60.353026	67.995434	67.068763	2.539489	0.802987	0.647758	1	1	0	1	0	2	2
14	9	Male	Hispanic	3	HS	Public	City	84.125604	83.376624	95.070241	3.643103	0.960351	1.371306	1	1	0	1	0	3	1
16	11	Male	Hispanic	4	SomeCollege	Public	City	82.216331	55.910835	64.727588	2.599073	0.895481	0.978426	1	0	1	1	0	4	2
14	9	Male	Hispanic	2	HS	Public	City	66.774194	82.264798	69.136181	3.100566	0.891056	0.412666	1	1	1	0	0	3	3
18	12	Male	Black	3	SomeCollege	Private	Suburban	91.754512	84.811367	90.102344	3.279476	0.975038	1.355794	1	0	0	1	0	2	2
18	12	Male	Hispanic	2	<HS	Public	Rural	81.045632	80.099873	79.501085	2.686337	0.922615	0.885899	1	0	0	0	0	3	1
14	9	Male	White	2	<HS	Public	Suburban	78.739826	76.168087	81.673088	3.048563	0.91112	1.402567	1	1	0	0	1	3	1
17	12	Female	White	2	HS	Public	Suburban	87.34668	81.771258	78.457881	3.45708	0.938281	0.853316	1	0	0	0	0	2	2
15	10	Female	Hispanic	2	SomeCollege	Public	Rural	78.699423	84.400279	75.196681	2.98845	0.928435	1.024593	1	0	0	1	0	3	3
14	9	Female	Hispanic	1	<HS	Private	Suburban	60.640896	65.078127	63.846019	2.454072	0.824755	1.148977	0	0	0	0	0	3	1
17	12	Female	Hispanic	2	SomeCollege	Public	Rural	70.759794	79.729345	69.533454	3.382499	0.91316	0.688488	1	1	0	1	0	3	2
14	9	Male	Hispanic	4	Bachelors+	Public	Town	86.37674	65.116956	79.199372	2.756386	0.932231	0.696362	1	0	1	1	0	4	2
16	11	Female	Black	2	SomeCollege	Public	City	83.898079	87.840861	82.273536	4	0.971021	1.390702	1	1	0	1	0	3	2
16	11	Female	White	4	Bachelors+	Public	Suburban	78.207991	82.401154	69.865712	2.733581	0.930349	0.915965	1	1	0	1	0	2	2
14	9	Male	White	2	HS	Public	Suburban	75.909541	76.334374	79.098057	2.960548	0.896719	0.917858	1	1	0	1	0	2	1
16	11	Male	White	4	Bachelors+	Public	City	63.636964	63.194561	74.416357	2.520958	0.865174	0.929203	1	1	0	0	0	1	3
14	9	Female	Two-or-more	4	SomeCollege	Public	City	67.539214	74.774085	78.528964	2.525462	0.885759	0.854086	1	1	0	0	1	3	1
16	11	Female	Black	3	Bachelors+	Private	Suburban	61.604511	60.979144	69.064604	2.851346	0.826797	0.460038	1	1	0	0	0	4	4
17	12	Male	Hispanic	4	SomeCollege	Public	Town	71.037801	75.293841	81.397094	3.593489	0.901137	1.670396	1	1	1	0	0	4	1
15	10	Male	Asian	1	<HS	Public	Suburban	75.922896	70.604091	66.547216	2.623956	0.878747	0.675363	0	1	0	0	1	3	2
16	11	Female	White	3	HS	Public	Suburban	73.478022	72.235461	77.422656	3.41384	0.905539	0.702937	1	1	0	0	0	1	3
15	10	Male	White	1	SomeCollege	Public	Suburban	66.173428	64.485444	67.880056	3.126386	0.852052	1.234777	0	0	1	1	0	4	2
14	9	Male	Hispanic	2	Bachelors+	Public	Town	58.756014	52.532006	53.552748	1.94986	0.777745	0.989043	1	0	0	1	1	3	1
17	12	Male	Two-or-more	4	HS	Public	Rural	62.912052	65.861186	64.104477	2.545158	0.832314	1.044795	1	1	0	1	0	3	2
18	12	Male	White	4	Bachelors+	Public	City	92.494096	81.808623	78.16461	2.852796	0.953393	0.847082	1	0	0	1	1	3	2
14	9	Female	Hispanic	1	SomeCollege	Public	Rural	97.189178	90.572969	88.270612	3.627235	1	1.548046	1	1	0	1	0	2	2
15	10	Male	Hispanic	3	HS	Public	Suburban	80.447244	68.821569	80.059711	2.831714	0.901568	0.614889	1	1	0	0	0	4	2
14	9	Female	Black	2	HS	Private	City	59.854477	62.458399	60.356468	2.994642	0.827674	0.660857	1	0	0	0	0	5	2
18	12	Female	Two-or-more	1	<HS	Public	Rural	85.334834	92.960023	91.872171	3.222552	0.9532	1.826482	0	1	0	0	1	1	2
15	10	Male	Hispanic	1	SomeCollege	Public	Rural	65.576881	62.483282	59.343804	2.275079	0.834979	0.759938	0	0	0	1	0	1	2
14	9	Female	Hispanic	4	HS	Public	Rural	64.208725	69.269454	64.865884	3.236856	0.854994	0.442026	1	0	1	0	1	4	1
17	12	Male	Hispanic	1	<HS	Public	City	83.514573	81.857676	94.200938	3.366505	0.959947	1.637286	1	0	0	0	0	4	2
15	10	Male	White	1	HS	Public	Suburban	69.198009	67.014169	63.319525	2.786756	0.871529	0.653812	1	0	0	0	0	3	3
15	10	Male	Hispanic	4	Bachelors+	Public	City	63.073674	59.702776	57.303541	2.751813	0.828153	0.732669	1	1	0	1	0	2	2
17	12	Female	Asian	4	HS	Public	City	85.752297	88.205869	87.105256	3.664679	0.954138	1.443742	1	1	0	1	0	3	1
18	12	Male	White	4	SomeCollege	Public	Suburban	81.254359	95.015877	83.193828	3.018385	0.936661	0.837929	1	0	1	1	0	5	2
14	9	Female	White	4	SomeCollege	Private	Town	69.79381	63.302792	74.737218	3.141232	0.898313	0	1	1	1	0	0	2	2
15	10	Female	Other	4	SomeCollege	Private	City	93.369041	100	96.54168	3.647687	0.988837	1.133227	1	0	0	1	0	5	1
15	10	Female	White	1	SomeCollege	Public	Town	69.556048	73.549613	82.023401	2.928715	0.89835	0.66467	0	0	0	0	0	4	1
17	12	Male	White	2	HS	Private	Rural	74.314137	64.119872	61.431735	2.675451	0.861953	1.232667	1	1	0	0	0	4	1
15	10	Male	Hispanic	2	HS	Public	Town	70.239192	80.080259	66.615484	3.258273	0.897255	0.260417	1	1	0	0	0	4	3
14	9	Male	White	2	<HS	Public	Suburban	80.452481	86.011153	80.688298	3.230759	0.953101	0.581968	0	0	0	1	0	2	5
17	12	Male	White	3	<HS	Private	Rural	81.430581	88.145416	82.814855	3.373565	0.967416	1.04304	0	1	0	0	0	3	5
18	12	Female	White	2	SomeCollege	Public	City	68.086592	64.090601	66.572469	2.556843	0.824633	1.090602	1	0	0	1	0	4	2
18	12	Male	White	2	SomeCollege	Public	Rural	75.151772	78.453931	70.058416	3.211257	0.893421	0.409567	1	1	0	0	0	2	1
18	12	Male	Hispanic	1	<HS	Public	Suburban	79.118256	81.623823	75.469777	2.808922	0.951719	1.389878	1	0	1	1	0	3	2
16	11	Female	Hispanic	3	HS	Private	Suburban	46.798128	53.892098	60.608701	2.278014	0.727146	0.432978	1	0	0	0	1	3	2
16	11	Male	Black	3	SomeCollege	Public	City	64.980233	68.470773	70.35917	2.440105	0.853432	0.843881	1	1	0	0	0	3	1
14	9	Male	Hispanic	1	<HS	Public	Suburban	83.029929	90.477372	86.0055	3.607892	0.998329	1.303197	1	0	1	0	0	2	2
14	9	Female	Hispanic	1	HS	Public	Rural	70.392483	67.361798	67.242361	3.23976	0.876596	1.411533	1	0	1	0	0	2	1

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