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
16	11	Female	White	4	HS	Public	Rural	75.315015	79.008249	80.789751	3.519553	0.909654	1.018634	1	0	0	0	0	3	3
16	11	Female	Hispanic	3	Bachelors+	Public	City	80.238194	73.67037	79.587528	2.705643	0.914117	0.77233	1	0	0	1	1	3	2
16	11	Male	Hispanic	1	<HS	Public	Suburban	82.039527	98.278054	81.948822	3.896923	0.966367	1.281897	0	1	0	0	0	4	3
16	11	Male	Asian	3	<HS	Public	Rural	77.368789	85.594412	83.095927	3.438183	0.942222	1.002213	1	0	0	0	0	3	2
14	9	Male	White	3	Bachelors+	Public	Suburban	68.913686	70.473094	68.49893	2.408195	0.86161	0.879541	1	1	0	1	0	2	2
17	12	Female	Hispanic	2	HS	Public	City	87.386083	92.200835	83.924445	3.43781	0.936277	1.022068	1	1	0	1	0	5	2
17	12	Male	White	3	HS	Public	Suburban	86.23818	87.600832	80.3231	3.537518	0.943278	0.892038	1	1	1	0	0	4	3
17	12	Female	Two-or-more	4	HS	Private	Suburban	67.658464	83.33521	72.91038	3.062775	0.866574	1.03169	1	0	0	0	0	3	3
14	9	Female	Hispanic	3	Bachelors+	Public	Suburban	70.291322	62.364506	70.700342	2.345199	0.883236	1.123158	1	0	0	1	1	4	3
16	11	Female	Asian	2	SomeCollege	Public	City	67.440382	64.376555	70.30233	2.626323	0.829347	0.91976	1	1	0	0	0	3	1
16	11	Female	White	2	SomeCollege	Public	Suburban	87.099529	81.345996	83.508953	3.17167	0.966603	1.478217	1	0	0	0	0	2	3
15	10	Male	Hispanic	3	HS	Public	Suburban	80.886058	70.565521	83.82689	3.293222	0.935796	0.661746	1	0	0	0	0	5	3
17	12	Female	Hispanic	4	SomeCollege	Public	Town	77.282012	84.881844	88.852452	3.369774	0.93842	0.94899	1	1	0	0	0	2	1
17	12	Male	Hispanic	1	HS	Private	Rural	79.997913	75.512751	76.59161	2.997571	0.920804	1.350237	1	0	0	0	0	4	2
18	12	Male	White	2	SomeCollege	Public	Suburban	75.63379	74.168371	64.369106	2.939653	0.886594	0.958867	1	1	0	1	1	4	4
16	11	Male	White	3	SomeCollege	Private	City	61.285552	69.41667	61.123124	2.290388	0.862667	0.726673	1	0	0	0	0	2	2
14	9	Male	White	1	SomeCollege	Public	Suburban	97.101565	89.38829	86.103295	3.540325	0.978021	1.302328	1	0	0	0	0	5	2
17	12	Female	Asian	3	<HS	Public	City	75.317015	78.021163	63.987976	2.80097	0.876806	0.805229	1	0	0	1	0	2	2
15	10	Female	White	1	Bachelors+	Public	City	83.450728	85.511756	88.327163	3.490336	0.948386	1.660635	0	0	0	0	0	2	3
15	10	Female	White	2	HS	Public	Rural	75.153494	68.239816	76.231967	3.208031	0.867539	0.733256	1	1	0	1	0	3	2
15	10	Female	White	3	SomeCollege	Public	Suburban	61.605489	66.996376	59.753175	2.209326	0.846078	0.574849	1	1	1	0	0	2	1
17	12	Male	White	2	HS	Public	City	81.718534	86.926337	88.239328	3.144774	0.980348	1.560779	1	1	1	1	0	3	1
14	9	Male	Hispanic	3	Bachelors+	Public	Suburban	76.77103	73.47149	66.751856	3.081147	0.901715	1.214976	1	1	0	1	0	3	1
14	9	Female	Hispanic	4	Bachelors+	Public	Suburban	79.284659	85.863372	77.009907	3.011857	0.960442	1.287881	1	1	0	0	0	4	1
17	12	Female	Asian	4	Bachelors+	Public	Suburban	68.994793	75.563409	74.296701	2.646741	0.875593	0.829582	1	1	0	1	0	1	1
18	12	Female	Hispanic	2	HS	Public	Suburban	79.012352	82.146291	68.688032	2.99774	0.899858	1.169708	1	0	0	0	0	2	4
15	10	Female	White	4	Bachelors+	Public	Rural	61.685898	63.733887	67.71227	2.932464	0.84407	0.529936	1	0	0	1	0	3	1
16	11	Male	Black	3	HS	Public	Rural	82.921961	76.974298	70.021498	2.534238	0.904504	1.638675	1	1	0	0	0	2	1
16	11	Female	Two-or-more	2	<HS	Public	Rural	72.494622	68.479081	81.448832	3.157616	0.879613	0.882721	0	0	0	0	0	3	2
16	11	Male	Two-or-more	3	SomeCollege	Public	Rural	75.057479	87.426751	92.496399	3.46404	0.929299	0.592642	0	1	0	1	1	4	1
16	11	Female	Hispanic	1	SomeCollege	Public	City	79.510383	77.198484	79.864803	3.060496	0.911716	1.382011	0	0	0	0	1	3	2
14	9	Male	Hispanic	2	HS	Public	Suburban	62.248954	56.465527	59.380672	2.149695	0.814497	0.755317	1	0	0	0	0	3	4
17	12	Female	White	2	HS	Private	City	78.861366	64.523871	78.058465	3.200762	0.897691	0.788128	1	1	0	1	0	4	3
18	12	Male	Black	4	SomeCollege	Private	City	81.455881	70.654084	80.697072	3.034437	0.900369	0.645469	1	0	0	1	0	3	1
16	11	Female	Black	3	HS	Private	City	58.891491	52.086295	58.537232	2.428929	0.823345	0.660475	0	0	0	1	0	5	3
16	11	Female	White	3	Bachelors+	Public	Town	88.289174	90.139371	86.225267	4	0.965091	1.300109	1	0	0	0	1	2	1
16	11	Male	White	3	<HS	Public	City	71.062222	83.695313	86.865419	3.106443	0.919441	1.250762	1	0	0	0	0	2	2
18	12	Male	Hispanic	4	Bachelors+	Public	City	81.016184	66.353684	69.384084	3.134014	0.903788	0.845271	1	0	0	1	0	2	3
17	12	Male	White	1	HS	Public	City	85.264157	84.507244	88.440752	3.866546	0.963026	1.336593	0	1	0	0	0	4	2
17	12	Female	Hispanic	1	HS	Public	Suburban	77.672575	79.549854	77.40859	2.94522	0.915364	1.396542	0	1	0	0	1	2	1
15	10	Male	White	1	<HS	Public	Rural	68.437777	71.446744	81.887618	3.071391	0.92485	1.092643	1	1	1	0	1	3	3
14	9	Female	Other	4	SomeCollege	Public	Suburban	73.665461	68.068625	77.942983	2.937682	0.895227	0.688254	1	1	0	1	0	2	3
18	12	Female	White	1	<HS	Public	Rural	85.958983	81.134657	71.741977	3.193276	0.917459	0.486602	1	1	0	1	0	3	2
14	9	Male	Other	4	Bachelors+	Public	City	67.716246	66.660317	76.791781	3.06457	0.859079	0.622184	1	0	0	1	0	2	3
15	10	Female	White	2	SomeCollege	Public	Suburban	83.035709	71.127323	77.067779	2.684276	0.905148	0.816801	1	1	0	1	0	2	3
16	11	Female	White	4	SomeCollege	Public	Suburban	78.564373	84.539534	87.184631	3.392572	0.952548	0.783283	1	1	1	0	0	3	4
18	12	Female	Hispanic	1	<HS	Public	Suburban	76.206029	71.851275	71.513974	3.145207	0.878889	1.074914	0	1	0	0	0	4	2
15	10	Male	Asian	3	<HS	Public	Suburban	66.311787	55.637595	56.828195	2.09808	0.83278	0.432988	1	1	0	1	0	2	4
18	12	Male	White	2	SomeCollege	Public	City	80.05853	83.665263	89.93124	2.933641	0.913793	1.346391	1	1	0	0	1	4	2
15	10	Female	White	1	HS	Public	City	70.484311	69.952043	67.449572	3.010097	0.858106	0.687675	1	1	0	0	1	2	2
14	9	Male	Black	4	HS	Public	Town	64.879624	70.642359	60.265841	2.635392	0.904414	0.847108	1	0	0	1	0	2	3
15	10	Male	White	1	HS	Public	Suburban	72.458997	79.581676	68.890861	3.398027	0.897757	0.716101	0	1	0	0	0	3	1
15	10	Male	Asian	1	<HS	Public	Suburban	62.215144	61.124259	68.833914	2.417214	0.832402	0.83126	1	1	0	1	0	2	1
17	12	Male	White	1	SomeCollege	Public	Suburban	71.303947	68.610721	66.815697	2.730793	0.868451	1.069958	1	0	0	1	0	4	1
15	10	Female	White	1	SomeCollege	Private	Suburban	52.244066	46.404273	49.672667	2.178065	0.777231	0.769489	1	1	0	1	0	5	1
17	12	Female	White	4	HS	Public	City	73.415271	68.374835	60.220094	2.427476	0.855764	0.856908	1	1	1	1	1	3	2
18	12	Male	White	2	SomeCollege	Public	City	78.069192	75.50937	77.528126	2.458032	0.912832	0.696915	1	0	0	1	1	2	2
16	11	Male	White	3	Bachelors+	Public	City	88.42055	95.121612	91.661571	4	0.981652	1.66461	1	1	0	1	0	3	5
16	11	Female	White	1	HS	Public	Suburban	69.826037	72.351296	76.247854	2.892181	0.899654	0.700212	1	0	0	1	0	3	2
14	9	Male	Hispanic	1	SomeCollege	Public	Suburban	78.301482	81.452097	73.870274	3.492859	0.921109	0.746397	0	0	0	1	0	3	3
15	10	Female	White	2	<HS	Public	Suburban	96.102771	85.335827	86.86582	3.861496	0.932496	1.198622	0	1	0	0	0	4	2
16	11	Female	Asian	4	Bachelors+	Private	Suburban	99.95569	87.398372	91.359269	3.637892	1	1.475356	1	1	0	0	0	4	3
17	12	Female	White	1	<HS	Public	Suburban	60.10926	76.652285	59.449999	2.41196	0.86691	1.31128	0	1	0	0	0	2	3
17	12	Female	White	2	HS	Public	Suburban	61.196025	65.193021	66.64491	2.745141	0.876667	0.726793	1	1	0	0	0	3	1
15	10	Female	Hispanic	3	HS	Public	Rural	63.436329	63.520397	69.349487	2.70978	0.847388	1.095641	0	1	0	0	0	2	2
16	11	Male	Black	2	SomeCollege	Public	Suburban	85.151377	68.646471	75.743089	3.175944	0.91919	0.736841	1	0	0	0	1	5	3
17	12	Female	White	2	<HS	Public	City	76.434743	74.16912	67.234928	2.579735	0.846421	1.407906	0	1	0	0	0	4	3
15	10	Male	Hispanic	2	<HS	Public	Suburban	69.713402	69.356044	70.331546	2.565473	0.896177	0.597212	1	1	0	1	0	2	1
14	9	Female	Asian	1	SomeCollege	Public	Suburban	90.515926	81.12384	75.560008	3.348066	0.95689	0.934128	1	0	0	0	0	3	2
17	12	Female	Black	1	HS	Public	City	59.298216	62.917031	66.427522	2.13005	0.843598	0.02109	0	0	0	0	0	3	2
16	11	Female	White	4	SomeCollege	Public	City	78.173484	74.276519	76.788853	3.682058	0.919396	1.075675	1	1	0	0	0	3	4
17	12	Male	White	2	SomeCollege	Public	Suburban	79.004792	76.063626	67.943376	3.083978	0.966391	1.269785	1	0	0	0	0	3	1
18	12	Male	Hispanic	1	HS	Private	Suburban	64.389509	60.73436	67.859207	2.762357	0.835611	1.017828	1	0	0	0	0	4	2
16	11	Male	Black	4	SomeCollege	Private	City	77.464177	69.686042	80.116213	3.38203	0.927304	0.897493	1	1	0	1	0	4	1
17	12	Female	Hispanic	1	<HS	Public	Town	80.674584	80.153084	78.693685	3.393889	0.937813	1.668002	1	1	0	0	0	3	1
18	12	Male	Black	1	HS	Public	Suburban	77.673673	68.233841	67.895221	2.533338	0.878591	0.447141	1	1	0	1	0	3	4
16	11	Male	White	2	SomeCollege	Private	Suburban	67.791642	59.686715	62.396836	2.607319	0.859967	0.436388	0	0	0	0	0	4	1
16	11	Male	Black	2	HS	Public	Suburban	77.23418	88.698851	91.989492	3.458869	0.963404	1.331656	0	1	0	0	0	4	2
14	9	Female	White	4	SomeCollege	Public	Suburban	59.187773	71.769159	71.108178	2.398092	0.872838	0.410312	1	1	1	0	0	3	1
16	11	Male	Hispanic	3	Bachelors+	Public	Rural	76.51456	64.181273	68.541828	3.28897	0.851003	0.885934	1	1	0	1	1	2	1
14	9	Female	Hispanic	4	HS	Private	City	69.655891	67.35347	66.329864	3.027277	0.843915	0.524215	1	0	1	0	0	3	1
15	10	Female	White	4	HS	Public	Rural	82.093416	72.224189	75.906342	2.821177	0.938386	1.322195	1	0	0	1	0	3	3
15	10	Male	White	3	SomeCollege	Public	Suburban	79.786829	74.628284	70.804097	3.538917	0.935107	0.727795	1	0	1	0	0	3	1
18	12	Male	White	2	SomeCollege	Public	Suburban	58.741737	70.105821	62.796289	2.753147	0.837509	1.053954	1	1	0	0	1	4	3
14	9	Male	Hispanic	4	HS	Private	City	99.136955	96.320621	84.023084	2.953577	0.978047	1.742574	1	1	0	0	0	3	4
14	9	Male	Hispanic	3	SomeCollege	Public	City	64.608862	76.389334	75.686111	2.516897	0.865008	1.264242	1	0	0	1	0	3	2
17	12	Male	White	2	Bachelors+	Public	Suburban	68.840441	78.357824	63.732219	2.915297	0.855358	0.681882	1	1	0	1	0	4	1
18	12	Female	White	3	HS	Public	City	77.580724	81.078233	67.252848	2.867325	0.902059	1.03262	1	1	0	0	0	5	2
17	12	Female	Other	1	HS	Private	Suburban	72.930664	76.549922	79.466564	2.796243	0.888148	1.600982	1	1	0	0	0	5	1
14	9	Female	White	1	<HS	Public	Town	73.151939	79.545354	81.558732	3.048061	0.940498	1.374531	1	1	0	1	0	2	1
17	12	Male	White	3	SomeCollege	Public	City	71.458795	73.993095	67.588744	3.342345	0.891044	0.89842	1	1	0	0	0	4	2
14	9	Female	White	4	HS	Public	Suburban	77.193777	72.816794	79.800192	2.910252	0.879503	1.098524	1	1	0	1	0	2	4
17	12	Male	White	3	SomeCollege	Public	Rural	86.880056	89.609316	85.889494	4	0.945428	1.358971	1	0	0	1	0	2	2
18	12	Female	White	2	HS	Public	City	69.934386	75.13723	73.845563	2.341339	0.898601	0.849331	0	0	0	0	0	2	3
18	12	Male	White	3	SomeCollege	Public	City	72.415699	73.208522	65.528753	3.051453	0.848818	0.877322	1	1	0	1	0	2	3
16	11	Male	Asian	1	HS	Public	Rural	54.376117	74.087657	63.551673	3.135045	0.826725	1.137966	1	1	0	0	0	5	1
16	11	Male	Black	1	HS	Private	Suburban	83.344045	78.598396	89.286178	3.484672	0.928491	1.498964	1	0	0	0	0	4	1
18	12	Male	Black	1	<HS	Private	City	83.239497	94.066953	94.733486	3.983974	0.986401	1.214743	1	1	0	0	0	4	2
18	12	Female	Hispanic	3	Bachelors+	Private	Rural	67.318956	67.177866	72.73907	2.460974	0.857095	0.86112	1	1	0	0	0	2	1
14	9	Female	White	4	Bachelors+	Public	Suburban	56.5353	77.484608	61.760802	2.339401	0.830401	0.825656	1	1	0	0	0	2	2

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