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	White	1	HS	Public	City	75.427236	82.031428	83.343912	3.797476	0.938732	1.155191	1	1	0	1	0	3	1
14	9	Male	Asian	4	SomeCollege	Public	Suburban	55.264528	66.678807	64.190022	1.841254	0.838491	0.899984	1	1	0	0	0	4	3
15	10	Female	White	2	<HS	Public	Rural	63.144544	70.678102	64.360798	2.391939	0.862034	1.292733	1	1	0	0	0	3	2
18	12	Female	Hispanic	1	<HS	Public	Rural	92.524425	82.858992	79.714308	3.350702	0.959384	1.14737	1	0	0	0	0	5	3
18	12	Male	Hispanic	3	SomeCollege	Public	Suburban	70.901804	77.645163	76.025004	3.091757	0.908954	0.797698	1	1	0	0	0	4	3
17	12	Female	White	1	HS	Public	Suburban	70.198167	69.788878	66.880828	2.750345	0.870851	0.676903	1	1	0	1	0	4	4
18	12	Male	White	2	HS	Public	Rural	82.095485	79.226798	84.103563	3.209901	0.978357	0.931664	1	1	0	0	0	3	1
14	9	Male	Hispanic	1	HS	Public	Rural	69.043699	72.692379	66.865264	2.709162	0.901339	1.586137	1	1	0	0	0	2	3
14	9	Female	White	3	Bachelors+	Public	Rural	83.774981	77.82137	77.335054	2.83802	0.911403	1.614527	1	1	1	1	0	3	2
14	9	Female	Other	1	<HS	Public	Suburban	58.955193	62.562141	60.938684	2.734086	0.82721	0.618709	0	0	1	1	0	3	3
17	12	Male	Hispanic	4	SomeCollege	Private	City	72.421151	80.826894	84.351782	3.394292	0.929528	1.495258	1	1	0	1	0	3	4
16	11	Female	White	4	Bachelors+	Private	City	70.604295	79.728443	87.615073	3.507021	0.95323	0.642358	1	0	0	0	1	3	1
14	9	Female	Black	1	HS	Public	Rural	71.077533	60.286468	66.226858	2.866152	0.818407	0.698212	1	1	0	1	0	3	1
14	9	Male	White	4	HS	Public	Suburban	74.060951	70.595018	68.049326	3.007078	0.890434	0.539319	1	1	0	1	0	2	1
16	11	Female	Black	1	HS	Public	Rural	92.480084	100	86.274632	3.821542	0.996128	1.826352	1	0	0	0	0	3	1
17	12	Male	White	1	HS	Public	Rural	71.622607	80.415115	86.423799	3.34529	0.958033	1.66312	1	0	0	0	0	1	2
15	10	Male	White	2	<HS	Private	Suburban	85.962412	86.211446	85.023302	3.39204	0.948831	1.213086	1	0	0	0	0	2	2
16	11	Male	White	1	<HS	Public	Suburban	71.668443	74.489694	82.666447	2.456661	0.908887	0.602133	0	1	0	0	0	2	2
15	10	Male	Hispanic	2	<HS	Public	Town	81.04079	86.362548	88.415649	3.352962	0.964702	1.018556	0	0	0	1	0	2	2
18	12	Female	Black	3	SomeCollege	Public	Suburban	87.782132	94.661746	91.557742	3.37892	0.962752	0.689987	1	1	0	0	1	4	2
15	10	Male	White	3	SomeCollege	Private	Town	73.724854	81.496887	75.905046	3.075608	0.922456	1.25628	1	0	0	1	0	3	2
17	12	Female	Hispanic	1	HS	Public	City	89.458189	77.628509	80.463702	3.124895	0.942281	1.05362	1	0	1	1	0	4	2
17	12	Male	Other	1	<HS	Public	Suburban	67.811292	68.018659	73.887167	3.51403	0.869122	1.058749	1	1	0	0	0	3	1
15	10	Female	White	3	SomeCollege	Public	Suburban	63.555199	74.618442	65.383879	2.438717	0.871223	1.144589	0	1	0	0	0	3	3
16	11	Female	White	4	HS	Public	Suburban	74.954526	75.506614	79.228663	3.206402	0.902714	1.09981	1	1	0	0	0	5	1
14	9	Female	Asian	4	Bachelors+	Public	Rural	80.905378	86.701708	85.416684	3.565987	0.932505	1.011959	1	0	0	1	0	1	3
14	9	Female	Hispanic	1	<HS	Private	Suburban	74.071866	75.482619	83.598112	2.366332	0.887072	0.981124	1	0	0	0	0	1	1
16	11	Female	White	2	SomeCollege	Public	Suburban	50.416978	46.238519	62.420261	1.899577	0.800061	0.546641	0	0	0	0	1	4	3
17	12	Male	White	1	HS	Private	Suburban	81.022193	75.456986	82.618592	3.169674	0.935559	1.108543	1	0	0	0	0	4	4
14	9	Female	Hispanic	1	HS	Public	Rural	74.138351	81.773689	74.556949	2.919325	0.903524	1.036464	1	0	0	1	0	3	2
15	10	Female	Hispanic	4	Bachelors+	Public	Town	76.17598	76.603093	68.431395	2.912057	0.88858	1.084186	1	0	0	1	0	2	3
16	11	Female	White	4	HS	Private	Suburban	96.410254	91.14048	87.696656	3.937316	0.989124	1.160904	1	0	0	0	0	5	3
15	10	Female	White	2	Bachelors+	Public	City	59.069039	54.937154	60.819774	2.201226	0.836	0.867217	1	1	0	0	0	2	1
16	11	Male	White	3	SomeCollege	Private	Rural	66.244896	74.399417	73.596782	2.595623	0.850368	1.002409	1	1	1	0	0	4	3
17	12	Male	White	3	HS	Private	City	69.146459	72.269875	75.611177	2.143998	0.874767	0.961656	1	0	0	0	0	4	4
15	10	Male	Hispanic	4	SomeCollege	Public	Town	71.655922	63.964576	70.343088	2.206265	0.881601	0.829177	1	1	0	1	0	3	2
17	12	Female	White	2	HS	Public	Rural	77.786572	85.704643	87.71927	2.716883	0.950095	1.719731	1	0	0	1	0	4	1
16	11	Male	Two-or-more	1	HS	Public	Rural	49.345043	56.402685	53.207377	1.998834	0.794597	0.604956	1	1	0	1	0	4	1
17	12	Female	White	4	HS	Private	Rural	52.649846	64.183305	72.068017	2.456805	0.835493	0.745955	1	0	0	0	0	3	4
17	12	Male	White	3	HS	Public	City	47.291814	60.505774	52.299755	2.035617	0.814082	0	1	0	1	0	1	3	2
16	11	Male	White	1	<HS	Public	City	92.028682	88.404682	91.685564	3.400072	0.95448	1.521779	0	1	0	1	0	2	2
18	12	Male	White	1	HS	Public	Town	71.754955	80.716281	68.317188	3.468356	0.89814	1.029352	0	1	0	1	0	2	1
15	10	Male	White	1	SomeCollege	Public	Suburban	80.095709	83.26048	82.800349	2.774428	0.929512	1.194489	0	1	1	0	0	4	2
16	11	Female	Black	4	HS	Private	Suburban	74.949352	74.894979	75.654779	2.724693	0.892569	0.946303	1	1	0	1	0	3	4
18	12	Male	Hispanic	2	HS	Public	Town	92.246768	91.409761	84.159692	4	0.995044	1.188653	1	1	0	1	0	5	3
16	11	Male	Black	2	HS	Public	Suburban	75.476648	72.568319	74.379822	2.838144	0.866001	1.194295	0	1	0	0	0	3	4
16	11	Male	White	2	SomeCollege	Public	Suburban	89.367896	84.530788	89.619912	3.666872	0.94065	1.083419	0	1	1	1	1	5	1
15	10	Male	Hispanic	2	HS	Public	Suburban	57.137553	54.912541	53.016301	2.410473	0.772443	0.611845	1	1	0	1	1	4	3
18	12	Male	Asian	4	SomeCollege	Public	Suburban	73.420421	74.581538	78.236282	3.282717	0.929589	1.165519	1	0	0	1	1	1	3
17	12	Female	Hispanic	4	Bachelors+	Private	City	74.496147	78.578491	72.574814	2.91049	0.893559	0.586531	1	0	0	0	0	2	1
18	12	Male	Hispanic	1	<HS	Public	City	70.730646	83.116352	69.956332	3.066779	0.911474	0.752674	1	1	0	0	1	3	1
18	12	Female	Hispanic	2	SomeCollege	Public	Suburban	64.603234	73.911839	77.602358	2.953215	0.849094	1.137336	1	0	0	1	1	3	3
16	11	Male	White	2	SomeCollege	Public	Suburban	83.908143	81.787484	81.495781	3.690945	0.939642	0.763543	0	0	0	1	0	4	3
17	12	Female	Hispanic	3	HS	Public	City	67.364619	63.89212	62.712262	2.729758	0.883303	1.290475	1	1	0	0	1	4	1
18	12	Male	Hispanic	1	HS	Public	Suburban	53.383756	73.644464	47.231567	2.213738	0.79324	0.812202	1	0	0	1	0	4	2
16	11	Male	Hispanic	4	<HS	Private	City	83.348282	75.099246	79.982049	2.786357	0.936265	1.287551	1	0	0	1	0	3	2
14	9	Female	Hispanic	2	<HS	Public	City	53.974352	60.16134	52.699259	1.822892	0.820178	0.942394	0	1	0	0	1	2	3
15	10	Female	Hispanic	1	<HS	Public	Rural	81.537749	66.32647	70.795346	2.833502	0.894675	1.006215	0	1	0	0	0	2	3
16	11	Male	White	2	HS	Private	City	95.966858	82.433258	83.754792	3.164623	0.970747	1.988872	1	1	0	1	0	2	1
15	10	Male	White	1	HS	Public	Suburban	75.637223	76.681065	86.704162	2.648491	0.91355	1.300056	1	1	0	0	1	2	1
15	10	Female	White	2	SomeCollege	Public	Suburban	71.674768	61.807728	69.60579	2.811906	0.858585	0.48592	1	1	0	1	1	3	2
17	12	Male	White	4	HS	Public	Rural	82.130619	71.534243	69.595903	3.291643	0.881818	1.173243	1	1	0	0	0	3	1
18	12	Female	White	4	SomeCollege	Public	City	85.748476	69.656187	84.778603	3.400373	0.967163	1.154948	1	1	0	1	0	3	2
15	10	Female	White	3	SomeCollege	Public	Suburban	81.778556	86.56583	79.846115	3.370186	0.953328	0.99884	1	0	0	0	0	5	1
14	9	Male	Hispanic	4	Bachelors+	Public	Suburban	85.359979	83.304597	86.693709	3.610816	0.895498	1.512299	1	1	0	1	0	4	1
16	11	Male	White	2	HS	Public	Suburban	70.023489	81.142844	78.224455	2.697207	0.903828	0.900304	1	1	0	0	0	3	2
18	12	Female	White	3	HS	Public	City	66.912059	62.606413	60.665517	2.424182	0.834515	0.781941	1	0	1	0	0	3	1
15	10	Male	White	4	HS	Public	Suburban	69.462756	77.848014	74.542676	2.741852	0.923836	0.841716	1	0	0	0	1	5	1
17	12	Male	White	4	HS	Public	City	70.261554	71.584934	77.545202	3.104691	0.906397	1.066492	1	1	1	0	0	1	3
14	9	Male	White	3	HS	Public	Town	66.515368	73.218812	78.052093	2.771726	0.889145	0.787289	1	1	0	1	0	4	3
17	12	Male	Black	3	Bachelors+	Public	Suburban	64.692163	80.875564	70.632542	3.119512	0.90859	0.792739	1	0	0	1	0	4	1
17	12	Female	Hispanic	1	HS	Private	Town	75.345053	76.607118	75.629237	3.4778	0.911734	0.954283	1	1	0	0	1	3	1
16	11	Female	Asian	4	SomeCollege	Public	Suburban	72.192864	68.535197	64.492385	3.016229	0.870104	0.942946	1	1	0	1	0	2	3
14	9	Female	Hispanic	1	HS	Public	Suburban	88.349124	88.570221	86.52528	2.913343	0.938359	1.418326	1	1	0	0	0	2	1
17	12	Female	Hispanic	4	Bachelors+	Public	Town	81.62015	89.732839	75.472852	3.317729	0.930625	1.574456	1	1	0	1	0	2	1
14	9	Male	White	2	SomeCollege	Public	City	80.815841	88.563833	84.40789	3.2692	0.968918	1.175958	1	0	0	1	0	3	3
18	12	Female	Black	4	Bachelors+	Public	Town	82.06172	85.637574	92.652404	3.247263	0.944285	1.291346	1	1	0	0	0	2	2
15	10	Male	Hispanic	1	HS	Public	Suburban	48.454712	64.51809	67.518395	2.108055	0.854727	0.509459	1	1	1	0	0	3	3
16	11	Female	Hispanic	1	HS	Public	City	66.708395	61.918476	57.412118	2.136674	0.802281	0.563048	1	1	0	1	0	5	2
18	12	Female	Black	3	<HS	Public	Suburban	71.020153	84.208003	70.453161	3.146456	0.884032	1.019085	1	0	0	0	0	3	3
15	10	Female	Hispanic	1	HS	Public	Suburban	60.784375	60.504148	69.408896	2.766632	0.878213	1.322037	1	1	0	0	0	1	2
18	12	Male	White	2	HS	Public	City	88.445229	70.692506	79.68674	2.532046	0.947775	1.342055	1	1	1	1	0	1	4
18	12	Female	White	4	Bachelors+	Public	Town	68.20487	78.548697	75.653628	3.297721	0.919722	0.497744	1	0	0	1	1	3	3
14	9	Male	Two-or-more	4	HS	Public	Town	73.417305	75.432686	81.374853	2.327011	0.926748	1.694777	1	0	0	1	0	3	3
16	11	Female	Black	4	SomeCollege	Public	Town	77.792354	75.983298	74.164759	2.704188	0.863662	0.984919	1	1	0	1	0	4	2
14	9	Male	Hispanic	4	Bachelors+	Public	Suburban	81.391893	82.534292	69.985172	3.192677	0.925077	0.875691	1	1	1	0	1	2	3
17	12	Male	Hispanic	4	Bachelors+	Public	Rural	76.141007	90.255857	82.310565	3.576675	0.97136	0.684332	1	0	0	0	0	3	2
18	12	Female	White	3	HS	Public	City	55.983386	55.704699	62.774399	2.011875	0.821414	0.595913	1	0	0	0	1	3	1
18	12	Female	White	2	SomeCollege	Public	City	65.137883	70.157308	58.017918	2.516506	0.84898	0.712423	1	1	0	1	0	3	2
15	10	Female	Hispanic	2	SomeCollege	Public	City	82.203496	73.79272	86.157062	3.668853	0.920783	1.334523	1	1	0	1	0	3	2
17	12	Male	Black	1	<HS	Public	Suburban	77.271448	75.120045	79.487657	3.630495	0.905049	1.41099	0	0	0	1	0	3	4
17	12	Male	White	1	<HS	Public	Suburban	62.04445	71.983775	68.974104	2.491142	0.87222	0.990602	0	1	0	0	1	4	2
18	12	Female	White	1	SomeCollege	Public	City	82.876489	68.008148	83.087482	2.930802	0.897758	1.089665	1	1	0	0	0	2	3
16	11	Female	Black	1	HS	Private	Suburban	81.678066	83.810232	86.888389	3.254847	0.95677	1.201871	1	0	0	1	0	2	2
15	10	Female	Hispanic	4	SomeCollege	Public	Town	70.56178	75.585083	70.655981	2.815941	0.908817	1.162969	1	0	1	1	0	4	1
16	11	Female	White	4	<HS	Public	Rural	88.028905	97.325954	89.824023	3.32422	0.969336	1.512383	1	1	0	1	0	3	4
17	12	Male	Hispanic	1	Bachelors+	Public	City	69.774726	70.312242	60.989267	2.241929	0.887906	0.493071	1	1	0	0	0	2	1
16	11	Female	White	4	SomeCollege	Public	Rural	83.132266	79.20536	76.820118	3.121003	0.946663	0.770668	1	1	0	0	1	2	3
18	12	Male	Asian	4	Bachelors+	Public	Suburban	60.10837	61.346273	66.216192	3.008624	0.834769	0.954309	1	1	0	1	0	2	1
15	10	Female	Hispanic	4	SomeCollege	Public	City	71.233161	71.237998	61.412955	2.991329	0.851579	1.259537	1	0	0	0	0	4	3

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