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
17	12	Female	White	3	SomeCollege	Public	City	82.331479	87.859117	88.839325	3.328089	0.954949	1.177273	1	1	0	1	0	4	4
15	10	Female	White	2	<HS	Public	City	76.752694	79.424205	86.925628	3.113299	0.939143	1.809933	1	1	0	0	1	2	2
18	12	Male	Black	3	SomeCollege	Public	Suburban	80.582945	75.183281	89.073767	2.883634	0.90817	0.941852	1	1	0	1	1	3	1
14	9	Male	White	3	HS	Public	Suburban	65.522665	65.357699	70.999394	2.647826	0.849402	0.62258	1	0	0	1	0	2	3
16	11	Male	Hispanic	3	Bachelors+	Public	City	65.393553	77.030902	66.451676	3.127367	0.893461	0.95906	1	0	0	1	0	5	3
15	10	Male	White	4	SomeCollege	Public	Suburban	72.252431	52.869049	69.556109	2.370143	0.858269	0.80427	1	0	0	0	0	2	1
14	9	Female	White	1	SomeCollege	Public	Suburban	56.469239	61.007374	55.339595	2.381595	0.775991	0.452169	1	0	0	0	1	1	3
15	10	Female	Hispanic	1	SomeCollege	Public	Suburban	87.974567	87.223956	82.225838	3.8898	1	0.784722	1	1	0	0	0	2	2
17	12	Female	White	3	SomeCollege	Public	Suburban	83.693019	80.710627	76.166765	3.499333	0.915392	1.031841	1	0	1	0	1	3	4
16	11	Female	Black	4	SomeCollege	Private	City	79.059	86.220424	79.005694	3.31922	0.973019	1.111724	1	1	1	0	0	3	1
14	9	Male	Hispanic	1	HS	Public	Suburban	81.43508	89.953204	90.35506	3.896786	0.967068	1.177404	1	0	0	0	0	2	2
15	10	Male	White	1	<HS	Public	Rural	65.25227	55.946917	59.743114	2.763475	0.831394	0.729579	0	1	0	1	0	3	3
14	9	Male	Black	4	<HS	Private	Suburban	65.750785	64.972192	67.90355	2.636021	0.852478	0.609355	1	0	0	0	0	4	3
16	11	Female	Hispanic	4	Bachelors+	Public	City	56.370272	68.42412	66.35639	2.233933	0.856737	0.786993	1	0	0	0	0	1	2
17	12	Male	White	2	SomeCollege	Public	Suburban	75.08433	75.771496	82.798242	3.316358	0.923118	1.407707	0	1	0	0	0	2	2
17	12	Male	Hispanic	3	HS	Public	Town	94.28736	91.356922	92.461755	3.408932	0.990612	1.765093	1	1	0	0	0	3	2
15	10	Male	Hispanic	2	<HS	Private	Rural	63.996269	71.705565	72.926323	2.325278	0.866413	0.68517	1	1	0	1	0	4	3
16	11	Male	White	1	<HS	Public	Town	70.470715	66.886475	64.788767	2.083755	0.884085	0.568758	1	1	0	1	0	4	2
16	11	Female	White	2	HS	Public	Suburban	68.190866	77.664977	83.205393	3.296142	0.896624	1.187101	1	1	0	0	0	5	1
15	10	Male	White	3	HS	Private	City	86.833705	81.749322	79.583235	2.757137	0.945997	1.136002	1	1	0	0	0	2	3
15	10	Male	White	4	SomeCollege	Public	Rural	67.32807	75.104424	73.872676	3.451076	0.885234	1.074693	1	0	0	1	0	3	3
17	12	Male	Two-or-more	3	HS	Private	Rural	72.020809	67.654525	75.222157	2.855713	0.888212	1.449834	1	0	0	0	0	3	1
17	12	Male	White	4	Bachelors+	Public	Rural	64.417659	67.772579	75.731478	2.768382	0.874612	0.769688	1	1	1	1	0	4	2
17	12	Male	White	1	HS	Public	City	66.305923	66.527885	75.342464	2.960206	0.892761	0.782177	1	0	0	0	1	3	1
18	12	Male	Hispanic	1	<HS	Public	City	70.025747	62.969352	75.705549	3.202502	0.845067	0.827062	1	1	0	0	1	3	2
18	12	Male	White	1	HS	Public	Suburban	77.681316	70.614778	70.08997	2.972952	0.869565	0.936225	1	1	0	1	1	2	2
16	11	Male	White	4	SomeCollege	Private	Rural	57.081817	49.127329	61.181196	2.727338	0.78187	0.522708	1	0	0	1	0	4	2
18	12	Male	White	1	<HS	Public	City	81.993967	84.705222	82.849843	3.044002	0.963736	1.123937	0	1	0	0	1	2	1
18	12	Female	Hispanic	2	HS	Public	City	73.547347	90.791229	77.062028	3.390051	0.953479	0.761104	0	1	0	1	0	3	3
18	12	Male	Black	3	SomeCollege	Public	City	81.580219	79.955621	78.451656	3.152499	0.904732	0.949957	1	0	0	1	1	3	2
18	12	Female	Asian	4	Bachelors+	Public	City	49.561755	47.284577	44.994235	2.124944	0.769341	0.539309	1	1	0	1	1	5	1
15	10	Male	Hispanic	3	SomeCollege	Private	Suburban	93.693289	96.989461	82.615062	3.230241	0.942696	1.559649	1	1	0	1	1	2	3
16	11	Female	White	1	Bachelors+	Public	Town	71.605927	71.976837	68.214551	2.47552	0.90181	0.85661	1	0	0	1	1	3	1
18	12	Male	Hispanic	3	Bachelors+	Public	City	86.88751	85.245355	80.960931	3.532692	0.93299	1.083252	1	0	0	0	1	1	2
15	10	Female	Two-or-more	2	HS	Public	Suburban	85.853427	80.642473	81.456777	3.331099	0.938465	1.052099	1	0	0	0	0	4	2
14	9	Male	Black	4	Bachelors+	Public	City	69.598263	72.460897	63.084029	3.270446	0.860154	1.032028	1	1	0	1	0	3	2
17	12	Female	Hispanic	1	HS	Public	Rural	71.970367	80.386005	76.877784	2.711482	0.913187	0.806248	1	1	0	0	0	3	3
16	11	Male	Other	4	HS	Public	Suburban	77.146017	72.104268	58.764883	3.200275	0.860236	0.711819	1	1	1	1	0	4	1
15	10	Male	Hispanic	3	HS	Public	Suburban	77.259831	66.144261	71.941825	3.036814	0.889664	1.482006	1	0	0	0	0	2	1
14	9	Male	Black	3	Bachelors+	Public	Rural	81.247313	75.698279	76.868873	3.56975	0.91387	1.057869	0	0	0	1	0	3	3
17	12	Female	Hispanic	2	HS	Public	Suburban	79.700009	72.381202	74.177616	2.669993	0.878234	0.775262	1	0	1	1	0	3	1
15	10	Male	White	2	Bachelors+	Public	City	98.637048	89.408558	85.945614	4	0.997631	1.606945	1	1	1	1	0	4	2
17	12	Female	White	2	<HS	Public	City	65.419906	77.334446	89.787562	3.25626	0.915792	1.311567	0	0	1	1	0	5	2
16	11	Male	Black	3	Bachelors+	Private	City	59.19183	57.504626	54.620461	2.274903	0.826051	0.651228	0	0	0	1	0	2	1
15	10	Female	Hispanic	3	SomeCollege	Public	Suburban	70.024373	76.582497	75.180929	3.156534	0.931054	0.703628	1	1	0	1	0	4	1
14	9	Male	Black	4	<HS	Private	Suburban	63.025037	62.048228	74.240412	2.859161	0.849031	0.579269	1	0	0	0	0	3	2
16	11	Male	Black	1	HS	Public	Suburban	75.212537	68.340198	78.729556	2.900517	0.883791	1.183265	1	1	0	0	0	2	2
18	12	Female	Hispanic	3	Bachelors+	Public	Rural	92.20401	85.322784	80.254847	3.244282	0.962455	1.620958	1	1	1	0	1	3	3
17	12	Female	White	2	SomeCollege	Public	Rural	64.548949	70.705299	68.572594	3.025249	0.813985	0.578737	1	0	0	1	1	2	1
16	11	Female	White	4	Bachelors+	Private	City	68.368917	56.167132	76.185214	2.527788	0.850485	0.558732	1	1	0	1	1	4	3
14	9	Male	Hispanic	4	SomeCollege	Public	Suburban	74.637782	85.322195	74.371305	3.150689	0.913505	0.96903	1	1	0	1	0	4	1
15	10	Female	White	1	<HS	Public	Suburban	50.397071	57.584063	46.437831	2.095352	0.747709	0.189931	1	1	0	0	0	2	2
14	9	Male	White	3	HS	Public	Suburban	82.83874	81.454712	74.537378	3.15857	0.951663	1.097638	0	1	1	1	0	2	2
16	11	Male	Hispanic	2	HS	Public	Rural	68.964533	82.701012	85.347838	2.765431	0.933241	1.382069	1	1	0	0	0	4	3
15	10	Male	Black	3	<HS	Private	Town	70.183622	78.323577	82.141217	2.862595	0.930174	1.466602	1	0	0	1	0	4	3
17	12	Female	Black	3	HS	Public	Rural	71.42756	77.928576	79.306262	3.089704	0.894339	1.063782	1	0	0	1	1	2	2
14	9	Female	Hispanic	4	Bachelors+	Public	Suburban	51.564558	53.088537	57.001494	1.916709	0.811695	0.724771	1	0	0	0	0	2	3
14	9	Female	White	4	SomeCollege	Public	City	72.002089	71.215966	87.350192	2.648291	0.931941	0.772183	1	0	0	0	0	4	3
17	12	Male	Black	4	SomeCollege	Public	Rural	62.943885	75.071433	73.259896	2.351988	0.890362	0.974736	1	0	0	0	0	3	3
18	12	Female	Hispanic	4	HS	Public	Suburban	73.671464	73.617923	65.687929	2.399986	0.884724	0.508819	1	1	0	0	0	2	1
14	9	Male	Hispanic	3	<HS	Private	Suburban	77.030418	82.240924	82.44629	2.698482	0.923318	1.173899	0	1	0	0	0	4	2
17	12	Female	White	2	Bachelors+	Public	City	73.126874	74.494339	72.327076	2.819632	0.916482	0.36338	1	1	0	1	0	4	2
14	9	Female	White	1	SomeCollege	Public	Suburban	73.889453	67.235392	63.252265	2.94575	0.875833	0.980051	0	0	0	1	0	2	3
14	9	Female	Asian	3	SomeCollege	Public	City	59.148742	71.772984	70.687597	2.304606	0.857371	0.663507	1	1	0	1	0	5	3
18	12	Male	Hispanic	1	<HS	Public	Suburban	83.401779	81.544121	80.877713	3.239609	0.911684	1.085236	0	0	1	0	1	2	2
14	9	Female	White	2	<HS	Public	City	78.305367	63.971204	84.630655	3.231375	0.933729	1.217061	1	1	0	0	0	2	3
14	9	Male	White	3	HS	Public	Suburban	86.534942	77.77403	78.112743	3.382238	0.9074	0.877604	1	0	0	1	0	3	3
17	12	Female	Black	2	<HS	Public	Suburban	80.406087	80.16023	62.635132	2.910365	0.909927	0.826436	1	0	0	0	0	4	1
16	11	Male	Hispanic	2	<HS	Public	Suburban	59.835978	63.044175	64.339047	2.425953	0.834871	0.462511	0	1	0	0	0	3	4
17	12	Male	Black	4	SomeCollege	Public	Town	74.088756	75.707283	66.073649	2.653186	0.877537	0.938662	1	0	1	0	1	5	1
15	10	Female	Hispanic	3	Bachelors+	Public	Rural	88.662683	80.187439	80.560837	3.149092	0.939622	1.088698	1	0	0	1	1	2	5
17	12	Female	White	4	SomeCollege	Public	Suburban	79.555537	65.354441	69.13413	2.986604	0.876705	1.644579	1	0	0	0	0	5	2
16	11	Male	White	2	<HS	Public	City	90.424609	77.975417	79.626705	3.481978	0.957193	0.749519	1	1	0	0	0	3	2
16	11	Female	Black	3	SomeCollege	Public	Rural	71.675277	81.902141	76.239974	3.21272	0.900006	0.855463	1	1	1	0	0	2	2
18	12	Male	White	4	HS	Private	Town	74.198826	71.594062	76.413043	2.413263	0.85985	1.221469	1	0	0	1	1	5	2
16	11	Male	Other	2	HS	Public	Suburban	80.475969	72.330524	84.321517	3.553744	0.917612	1.439291	1	1	0	0	0	3	2
18	12	Male	Black	1	<HS	Public	City	76.252394	80.389768	85.264854	2.95448	0.907224	0.975063	1	1	0	0	0	2	2
18	12	Female	White	1	SomeCollege	Public	Rural	86.396524	73.193795	72.847751	3.178179	0.911918	1.055025	1	0	0	0	0	3	2
18	12	Female	Hispanic	2	SomeCollege	Public	City	55.877157	58.972534	60.197266	2.020471	0.777629	1.280357	0	1	0	1	1	2	1
16	11	Female	Hispanic	4	SomeCollege	Public	Town	90.425994	91.967294	83.238689	3.55826	0.987626	1.457773	1	1	0	0	0	3	1
15	10	Male	Hispanic	4	<HS	Public	Rural	97.737798	93.768444	95.940559	3.755756	0.997344	1.801635	1	0	1	0	0	2	2
15	10	Male	Hispanic	2	SomeCollege	Public	Town	82.061809	87.02757	84.051282	3.173676	0.950092	1.099118	1	1	1	0	0	4	1
14	9	Female	Black	1	HS	Public	Rural	75.020367	73.026313	78.654946	3.025117	0.877526	1.045859	0	1	0	1	0	3	2
17	12	Female	White	3	HS	Public	Rural	51.887522	63.013476	56.728516	2.32065	0.778464	0.858718	1	0	0	0	0	4	1
15	10	Male	Hispanic	2	HS	Public	Rural	72.078467	81.54152	70.131955	2.937167	0.902248	0	1	1	0	0	0	4	3
16	11	Female	White	4	Bachelors+	Public	Suburban	71.609256	83.09429	67.35241	3.305773	0.883154	0.818208	1	1	1	1	0	4	3
18	12	Female	White	4	Bachelors+	Public	Suburban	58.976616	54.599547	55.067643	2.875518	0.774122	0.41989	1	0	0	1	1	3	3
17	12	Male	Two-or-more	2	SomeCollege	Public	City	75.956952	76.725763	68.447291	2.817897	0.849227	1.067113	1	0	0	0	0	4	4
14	9	Male	White	2	SomeCollege	Public	Suburban	72.057841	77.915185	78.151748	2.950712	0.91144	0.761222	0	0	0	1	0	3	2
14	9	Female	Hispanic	3	SomeCollege	Public	Suburban	65.706369	73.1974	77.810274	2.808053	0.872562	0.396756	1	1	0	1	0	2	1
18	12	Female	Hispanic	4	HS	Public	Town	52.734223	68.942702	61.296132	2.645446	0.881003	1.209162	1	0	0	0	0	3	3
17	12	Female	Asian	2	HS	Public	City	81.7093	77.337103	73.414685	3.523076	0.905712	0.74782	1	0	0	0	1	4	3
16	11	Male	Other	3	<HS	Public	Suburban	76.011859	71.466265	64.475096	2.843	0.85303	0.654552	1	1	0	0	1	5	1
16	11	Female	Black	4	Bachelors+	Public	City	97.110993	98.198549	100	4	1	1.171871	1	0	0	0	0	2	3
18	12	Female	White	1	HS	Private	Suburban	62.724313	50.008767	56.286917	2.259925	0.803459	0.494372	1	1	0	0	1	1	3
18	12	Male	Asian	1	HS	Public	Town	80.784076	83.712873	75.955463	3.316267	0.933992	1.202366	0	1	0	1	1	3	2
18	12	Male	White	3	HS	Public	Suburban	66.513902	65.760267	65.977818	2.675483	0.862922	0.981613	1	0	0	0	1	5	1
15	10	Female	White	2	HS	Public	Rural	62.958084	55.859396	67.278885	2.504404	0.835618	1.006405	0	1	0	0	0	4	1
16	11	Male	Hispanic	2	HS	Private	Town	64.418077	72.529606	74.379463	3.203774	0.873226	1.029147	1	1	0	0	0	4	3
14	9	Male	White	2	<HS	Public	City	83.634359	81.138532	66.952674	3.64167	0.899823	0.886312	1	1	0	1	0	4	2

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