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	Two-or-more	2	SomeCollege	Public	Rural	92.513392	85.554272	91.381497	3.16778	0.987191	1.622436	1	0	0	1	0	4	3
16	11	Female	Black	3	HS	Private	Town	70.359766	74.656349	70.609704	2.838731	0.865859	0.637578	1	1	0	0	1	3	3
14	9	Male	Asian	1	HS	Public	City	62.765646	58.526908	65.359022	2.524061	0.838447	0.386639	1	1	0	1	0	2	1
16	11	Female	White	3	HS	Private	Rural	63.08714	61.668038	55.369272	2.800202	0.845361	0.638261	1	0	0	0	0	2	2
16	11	Female	Black	1	<HS	Public	Suburban	68.432508	78.233212	72.160153	3.059446	0.880729	1.022995	1	1	1	1	0	2	1
17	12	Male	White	3	Bachelors+	Public	City	67.724224	80.998662	73.849293	2.641682	0.871148	0.856807	1	0	0	1	0	5	3
14	9	Female	White	1	<HS	Public	Suburban	85.316445	77.525591	94.665328	3.330416	0.957565	1.24756	1	1	0	1	0	2	3
15	10	Male	White	3	HS	Public	Suburban	72.169172	79.154693	69.932326	2.881803	0.871074	1.008531	1	0	1	0	1	4	1
17	12	Female	White	2	HS	Public	Suburban	59.193875	75.084442	74.701813	2.218787	0.904822	0.624706	1	1	0	0	0	3	3
15	10	Female	Hispanic	3	HS	Public	Suburban	65.857079	57.592062	62.175051	2.815525	0.83914	0.70735	1	0	0	1	0	1	2
15	10	Male	White	4	SomeCollege	Public	Rural	76.423986	77.632717	80.740894	3.273189	0.91157	0.861939	1	1	0	1	0	3	3
18	12	Female	Hispanic	4	SomeCollege	Public	City	77.310947	73.201438	74.76523	3.310853	0.90708	1.082309	1	0	0	0	1	3	2
17	12	Female	Hispanic	3	SomeCollege	Private	Rural	85.989564	94.003781	93.042704	3.883744	1	1.488847	1	1	0	1	0	3	1
16	11	Female	Black	3	SomeCollege	Public	City	59.268842	56.604342	60.805864	2.121755	0.844739	0.562054	0	0	0	0	1	3	1
18	12	Male	Hispanic	4	Bachelors+	Public	Suburban	85.350893	76.603291	76.398847	2.880319	0.934041	1.379883	1	0	0	0	1	2	3
16	11	Female	Black	3	HS	Public	Suburban	86.009561	81.269273	81.111658	3.330887	0.941628	1.004351	1	0	0	0	0	2	2
16	11	Female	White	4	<HS	Private	Rural	66.611329	64.100799	73.270039	2.822004	0.841317	1.079313	1	1	0	0	0	3	1
14	9	Male	Hispanic	2	SomeCollege	Public	Town	68.403644	59.429342	71.544174	2.561268	0.869633	0.688736	0	0	0	0	0	4	1
17	12	Male	White	3	SomeCollege	Public	City	85.777434	81.303234	79.965106	3.280286	0.924813	1.250359	1	0	1	0	0	2	2
17	12	Female	White	1	HS	Public	Suburban	71.756432	75.415828	80.989206	2.805525	0.874503	0.805405	0	1	0	1	0	4	2
17	12	Female	White	1	HS	Public	Suburban	67.604979	64.917911	66.198686	2.372041	0.844144	0.882493	1	1	0	0	0	4	1
14	9	Female	Hispanic	1	HS	Public	City	100	94.970909	99.562885	3.61003	1	1.67144	1	0	0	0	0	2	1
18	12	Female	White	2	SomeCollege	Public	Town	87.655553	94.986513	99.159743	3.679295	0.997287	1.748476	1	1	1	0	0	3	2
15	10	Female	Hispanic	4	SomeCollege	Public	Suburban	84.267443	82.511648	78.226525	3.702609	0.938619	1.122089	1	1	0	0	0	3	3
15	10	Female	White	2	SomeCollege	Public	Suburban	80.416287	73.511063	76.958883	2.581986	0.941193	1.453302	1	1	1	1	0	3	1
17	12	Male	Black	1	SomeCollege	Public	Suburban	77.078821	72.658259	80.846434	2.486721	0.907095	0.841401	0	1	1	0	0	2	3
16	11	Female	Hispanic	3	SomeCollege	Public	Town	81.829264	78.305894	83.375597	3.24804	0.954889	0.751742	1	1	0	0	1	3	1
14	9	Female	White	2	SomeCollege	Public	City	71.32051	63.283519	61.573549	2.227984	0.863306	1.203488	1	1	0	1	0	4	2
14	9	Female	Two-or-more	4	Bachelors+	Public	Suburban	66.841561	52.932624	64.238152	2.575779	0.843147	0.964376	1	1	0	1	0	4	2
15	10	Female	Hispanic	1	HS	Public	City	64.812884	62.521675	63.459937	2.921467	0.816342	0.608679	1	1	0	1	0	1	1
14	9	Female	White	1	<HS	Private	Suburban	72.435187	62.239428	72.877106	3.085115	0.853303	1.400486	0	1	0	0	0	2	2
15	10	Male	White	3	Bachelors+	Private	Rural	84.04329	76.814431	71.171458	2.94842	0.899297	1.03629	1	1	0	1	0	2	3
18	12	Male	Hispanic	3	Bachelors+	Public	Suburban	82.231238	79.762189	92.105018	3.556817	0.921327	0.970606	1	0	1	0	0	3	5
16	11	Female	White	4	Bachelors+	Public	City	83.974863	86.435138	80.120147	3.14042	0.930299	1.284948	1	1	0	0	0	2	3
18	12	Female	White	1	<HS	Public	City	60.4899	58.733346	58.301815	2.34595	0.817582	0.746667	1	1	0	0	0	2	3
14	9	Male	White	1	HS	Public	City	86.089615	87.273864	74.628219	3.492141	0.926668	1.189959	1	1	0	0	0	2	3
17	12	Female	Hispanic	3	SomeCollege	Private	City	78.494645	81.983022	73.067971	3.295855	0.898807	1.29513	1	1	0	0	0	4	2
18	12	Female	White	3	Bachelors+	Public	City	63.12576	69.262882	51.409057	2.678233	0.854481	0.389132	1	1	0	0	0	3	1
16	11	Female	White	4	HS	Public	City	57.043894	56.972977	50.488725	2.00978	0.759178	0.837634	1	0	0	0	0	4	2
15	10	Female	Black	2	HS	Public	Suburban	89.639227	95.332236	86.075596	3.001909	0.98353	1.616362	0	1	1	1	1	3	1
18	12	Female	White	4	HS	Public	City	81.162148	81.90463	71.42268	3.080129	0.94907	1.795997	1	1	1	0	0	1	3
14	9	Male	Hispanic	4	SomeCollege	Private	Suburban	73.865043	83.049714	75.812265	2.843262	0.925953	1.220556	1	0	1	0	0	5	3
16	11	Female	Asian	1	HS	Public	Suburban	63.427073	70.888228	64.228215	2.644781	0.867879	0.373796	1	1	0	0	0	3	3
15	10	Male	White	2	HS	Public	Town	73.323553	69.649996	80.537933	2.728296	0.910843	0.917645	1	1	1	0	0	5	3
14	9	Female	Black	1	Bachelors+	Public	Suburban	77.061724	76.393858	70.506784	2.845174	0.895192	1.024925	1	0	0	1	0	2	2
14	9	Male	White	3	HS	Public	Town	80.179451	68.703731	70.169539	3.168268	0.843455	0.663546	1	1	0	0	0	4	1
17	12	Female	Hispanic	1	HS	Public	City	85.07324	79.847349	84.394398	3.177062	0.938425	0.820961	1	1	0	0	0	1	3
14	9	Male	White	3	SomeCollege	Private	Suburban	97.098926	82.257241	86.920051	3.76959	0.987333	2.03524	1	0	0	1	0	4	2
15	10	Female	Black	2	SomeCollege	Public	Suburban	64.086634	60.476909	56.424944	2.206807	0.830856	1.648954	1	0	0	0	0	2	2
14	9	Female	Black	4	HS	Public	Rural	81.522813	89.719839	90.862025	3.611532	0.957906	1.241899	1	1	0	0	0	3	3
16	11	Female	Hispanic	2	SomeCollege	Public	City	61.939232	62.417589	69.373916	2.327889	0.847047	0.456106	1	0	0	0	0	4	2
18	12	Male	Black	2	SomeCollege	Public	Town	70.017139	67.438879	63.031273	2.413565	0.865037	1.063645	1	1	0	1	0	4	1
14	9	Female	White	2	Bachelors+	Public	Suburban	70.895454	72.276847	68.986605	2.708283	0.850507	0.651836	1	1	0	1	1	4	3
16	11	Male	White	1	<HS	Public	Rural	72.76937	66.51169	72.270373	3.023996	0.883603	0.943981	1	1	1	1	0	5	1
16	11	Male	White	2	HS	Public	Rural	83.433571	85.516599	85.710736	3.496152	0.944905	1.086553	1	1	0	0	1	2	1
15	10	Male	White	1	HS	Public	City	77.90343	84.671505	90.59609	3.014815	0.946477	0.878726	0	1	0	1	0	4	2
17	12	Male	Hispanic	2	HS	Public	Town	73.029857	87.363796	75.54534	2.821525	0.944123	0.848305	1	0	0	0	1	3	3
18	12	Female	White	2	Bachelors+	Public	City	77.168054	59.099863	61.04313	2.150966	0.854442	1.015461	1	1	0	1	1	3	2
15	10	Female	White	2	Bachelors+	Public	Suburban	69.865074	66.67733	70.320244	3.557513	0.86416	0.695043	1	0	0	1	0	1	3
14	9	Female	White	3	SomeCollege	Public	Rural	83.954704	93.377793	84.429962	3.809252	0.983885	1.162831	1	0	1	1	1	4	4
14	9	Male	White	3	HS	Public	Town	76.909761	68.700304	61.54875	2.870188	0.881218	0.662811	1	0	0	1	0	3	2
18	12	Male	White	1	HS	Public	City	62.510497	62.293601	64.447017	2.501438	0.831464	0.768176	1	1	0	1	0	3	3
15	10	Male	Hispanic	4	SomeCollege	Public	City	68.951442	76.524358	89.146727	2.575805	0.937265	1.300123	1	1	0	1	0	4	3
14	9	Male	White	1	SomeCollege	Public	Suburban	79.003147	84.634432	79.83969	3.115742	0.939575	1.294807	1	1	0	0	0	2	1
14	9	Female	White	2	Bachelors+	Public	Suburban	97.05154	100	96.597446	3.932107	1	1.95706	1	1	0	1	0	3	3
17	12	Female	White	2	SomeCollege	Public	Suburban	73.951665	89.99471	86.776889	3.243831	0.95	1.017659	1	0	0	1	0	5	2
15	10	Male	Black	3	SomeCollege	Public	Suburban	78.626416	69.638254	66.897937	2.921555	0.9073	0.606046	1	0	0	1	0	3	1
16	11	Female	Hispanic	1	HS	Public	Rural	73.223777	67.765561	72.654089	2.847758	0.843165	0.922019	1	1	0	1	0	2	3
17	12	Male	Hispanic	2	<HS	Public	Town	72.701405	74.396774	83.677821	3.237511	0.906725	0.986588	1	0	0	0	0	4	2
17	12	Male	Black	4	Bachelors+	Public	Suburban	61.791991	63.830225	62.697726	3.135817	0.836211	1.030877	1	0	1	1	0	3	3
18	12	Male	White	3	Bachelors+	Private	Suburban	83.428975	91.412116	84.789699	3.485185	0.948146	1.557177	1	0	0	0	1	2	3
17	12	Male	White	4	Bachelors+	Public	City	91.512577	87.28505	79.310408	3.063467	0.961957	1.165978	1	0	1	1	0	3	3
15	10	Male	Black	4	SomeCollege	Public	Suburban	60.985904	70.81283	59.224484	2.974017	0.866887	0.656344	1	0	0	1	0	2	2
14	9	Male	Two-or-more	3	HS	Private	City	61.957999	60.138577	58.609464	2.497099	0.821714	0.579679	1	1	0	1	0	2	3
17	12	Female	White	4	Bachelors+	Public	City	85.034036	84.822039	68.360503	3.620073	0.905643	1.11695	1	1	0	0	0	3	3
18	12	Male	White	4	Bachelors+	Public	City	76.091221	74.544768	74.597121	3.133695	0.890432	1.627256	1	0	0	0	0	5	1
17	12	Female	Hispanic	3	Bachelors+	Public	City	71.922233	65.925606	65.360495	2.910829	0.850136	0.899371	1	1	1	1	0	3	2
14	9	Male	White	1	<HS	Public	Town	77.852376	60.852758	59.247655	2.41481	0.863967	1.135337	1	0	0	1	0	3	2
15	10	Female	Black	4	SomeCollege	Public	Suburban	65.119508	75.40769	85.164431	2.461359	0.90884	1.060516	1	1	0	0	1	3	1
16	11	Male	Black	1	<HS	Public	Town	88.193672	79.91339	86.289968	3.670976	0.919647	0.818342	1	0	0	0	0	4	2
15	10	Female	Black	3	Bachelors+	Private	Rural	67.380649	64.806416	57.871416	2.613005	0.868345	0.901573	1	1	1	1	0	5	2
17	12	Female	White	4	HS	Public	Rural	69.888311	77.961508	66.875861	2.850719	0.894289	0.786956	1	0	1	0	1	3	1
17	12	Male	White	2	SomeCollege	Public	City	80.265061	70.405585	84.573811	3.282523	0.877588	1.155104	1	1	0	0	0	3	2
14	9	Male	White	4	SomeCollege	Private	City	68.65649	67.221751	76.709005	2.564767	0.88099	0.31605	1	0	0	0	1	4	3
14	9	Male	Hispanic	4	Bachelors+	Private	Town	78.090508	86.410048	80.693677	3.475578	0.929731	1.09543	1	1	0	0	0	5	2
14	9	Female	Hispanic	1	<HS	Public	City	81.966791	82.977411	80.935971	3.16523	0.978307	1.437026	1	0	0	1	0	3	3
16	11	Female	White	2	SomeCollege	Public	Town	82.043339	91.614683	88.059081	3.17723	0.985798	1.012911	1	0	0	0	1	3	1
14	9	Male	White	1	Bachelors+	Public	Suburban	62.317371	64.773409	68.55537	1.919076	0.830626	0.460107	1	1	1	1	0	3	3
17	12	Male	White	4	Bachelors+	Public	Suburban	51.283342	61.755685	59.547284	2.258512	0.813058	0.190405	1	0	0	0	1	4	2
18	12	Female	White	3	HS	Public	Suburban	71.649919	61.764224	67.15025	2.697255	0.863127	1.425976	1	1	0	0	0	4	3
17	12	Male	White	4	Bachelors+	Public	Town	54.272882	62.087503	61.120789	2.993362	0.831905	0.301283	1	0	1	1	0	5	1
16	11	Male	White	2	HS	Private	Town	68.147583	72.393507	63.198844	2.475536	0.870068	0.937773	1	1	0	1	0	5	1
14	9	Female	Asian	1	<HS	Public	Suburban	69.616317	73.247601	70.528928	3.222218	0.87056	1.085091	1	1	0	1	1	2	3
18	12	Female	White	2	HS	Public	Town	61.576124	56.358325	44.905626	2.160103	0.789849	1.304119	1	1	0	1	0	3	2
15	10	Female	Other	2	<HS	Private	City	72.265702	83.312056	88.812348	3.249361	0.953073	1.284534	1	0	0	0	0	2	2
16	11	Male	White	3	HS	Public	Suburban	82.865698	83.504584	72.539618	3.156443	0.888601	0.488935	1	0	0	0	0	1	1
15	10	Male	White	2	HS	Public	Rural	71.036891	80.13444	75.477796	3.027413	0.921751	1.200348	1	0	1	1	0	3	3
17	12	Male	Black	1	HS	Public	City	78.466497	72.345587	74.285013	3.074267	0.875091	0.93415	1	0	0	0	0	3	3
18	12	Male	White	2	SomeCollege	Public	Suburban	81.564228	77.197711	72.543059	3.050746	0.913251	1.038606	1	0	0	0	0	3	3
18	12	Female	White	3	Bachelors+	Private	Suburban	78.601188	80.415904	77.711647	3.598586	0.926093	0.631099	1	1	0	1	1	4	2

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