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	1	HS	Public	Rural	73.434397	76.537053	76.825386	3.108684	0.919477	1.132101	1	1	1	1	1	3	1
16	11	Male	White	3	HS	Public	Town	82.629541	75.378183	78.330167	3.397843	0.900041	0.831031	1	1	0	0	0	2	1
15	10	Male	Black	4	HS	Private	Suburban	71.475062	70.087679	66.724939	2.841224	0.882288	1.034399	1	1	0	0	0	4	3
17	12	Female	Hispanic	3	HS	Private	City	68.996665	60.948686	71.950071	2.943196	0.832382	0.868773	1	1	0	0	0	2	2
17	12	Male	White	1	HS	Public	Suburban	77.500375	62.540123	71.938605	2.566351	0.898223	1.483177	0	1	0	1	0	3	1
17	12	Male	White	3	Bachelors+	Public	Town	83.150934	89.565077	81.031118	3.358832	0.939575	1.41991	1	0	1	0	0	3	3
17	12	Female	White	1	HS	Public	Rural	67.585447	73.087892	77.591664	3.146679	0.887379	0.526943	0	0	0	1	1	5	2
14	9	Female	Black	1	HS	Public	City	77.860229	81.496713	68.275154	3.326182	0.930321	1.20183	0	1	0	0	1	3	3
14	9	Male	White	2	HS	Public	Suburban	79.598883	80.304756	75.134532	2.873981	0.921333	0.924978	1	1	0	0	0	1	2
15	10	Female	White	4	HS	Private	City	69.020019	66.531179	84.836112	2.71149	0.889849	0.928905	1	1	0	0	0	3	2
17	12	Female	White	2	HS	Public	Town	82.0056	83.869837	73.233279	3.594125	0.914994	0.743406	1	1	0	0	0	1	1
17	12	Female	Black	2	SomeCollege	Public	City	76.340459	62.052886	72.341125	2.950542	0.875786	1.06279	0	1	0	1	0	4	1
18	12	Male	Hispanic	1	<HS	Public	Suburban	88.558143	88.722996	75.522374	3.885171	0.920389	1.49008	1	1	1	0	1	3	1
14	9	Male	Hispanic	2	SomeCollege	Public	Suburban	82.84294	80.92858	76.941005	3.6346	0.935172	1.808371	1	0	0	1	0	4	4
14	9	Female	Black	2	SomeCollege	Private	Town	67.927618	70.148408	65.84511	2.426928	0.847365	0.51381	1	0	0	0	0	3	4
16	11	Male	Black	3	SomeCollege	Public	City	58.633062	61.376338	50.936158	2.374415	0.814264	0.500891	1	0	1	1	0	3	1
16	11	Female	Hispanic	2	Bachelors+	Public	Suburban	64.481472	68.978969	68.299187	2.714687	0.8267	0.588694	1	1	0	1	0	2	2
18	12	Female	White	2	HS	Public	Suburban	71.439771	61.944075	72.156398	2.785166	0.862142	0.991332	1	0	1	1	0	2	2
15	10	Male	White	4	SomeCollege	Private	City	72.971762	70.297174	70.758776	2.685907	0.865027	1.140997	1	1	0	1	0	2	2
15	10	Male	Black	2	SomeCollege	Public	Suburban	49.77083	49.774692	57.420716	1.834997	0.809137	0.57028	1	0	1	0	1	3	3
18	12	Male	Hispanic	1	HS	Public	Town	73.517883	56.987358	71.123426	2.853221	0.868972	0.912414	1	1	0	0	0	4	2
16	11	Female	White	1	<HS	Public	Town	53.014498	65.078621	52.931707	2.506091	0.805599	0.405202	0	1	0	0	0	2	2
15	10	Female	Hispanic	4	SomeCollege	Public	Suburban	59.280568	65.843842	67.978373	2.223125	0.824533	0.198923	1	0	0	1	0	3	3
16	11	Female	White	2	HS	Public	Suburban	67.762429	75.895099	62.772758	2.453412	0.861536	0.529483	0	0	0	1	0	5	2
14	9	Female	Asian	1	SomeCollege	Public	Suburban	67.489115	73.235696	86.550969	2.286199	0.921593	1.07217	1	1	0	1	0	4	1
17	12	Female	Hispanic	4	Bachelors+	Public	Suburban	65.215983	63.706065	76.375057	2.823732	0.873827	1.155636	1	1	0	1	1	3	3
15	10	Male	Hispanic	4	Bachelors+	Public	Suburban	73.814582	74.640851	74.230221	3.459125	0.901201	0.949629	1	1	0	0	1	4	3
16	11	Female	White	3	SomeCollege	Public	City	67.435786	71.013573	70.893312	2.219457	0.830639	1.30309	1	0	0	0	0	2	3
14	9	Male	White	2	HS	Public	Rural	93.785029	84.715139	92.69373	3.201893	0.976726	1.061577	1	0	0	1	1	5	2
18	12	Female	White	2	HS	Public	City	89.338384	100	91.124174	3.260004	0.996201	0.588738	1	1	0	0	0	4	4
16	11	Male	Hispanic	1	<HS	Public	Town	69.612544	74.868578	64.592925	3.192852	0.84728	0.936784	1	1	0	0	0	4	3
16	11	Female	Hispanic	4	SomeCollege	Public	Town	87.536896	85.246987	80.540892	3.094597	0.918477	1.344851	1	0	0	0	0	3	3
15	10	Female	White	2	SomeCollege	Public	Suburban	78.854486	76.852363	74.838454	2.996921	0.894385	1.090715	1	0	0	0	0	3	2
15	10	Female	Hispanic	3	<HS	Private	Rural	81.275637	92.100628	83.166197	3.186477	0.960576	1.309513	1	0	1	0	0	3	3
18	12	Male	White	3	SomeCollege	Public	Rural	83.052244	80.180058	79.879681	3.256932	0.94257	0.998349	1	0	0	1	1	3	1
14	9	Male	White	2	SomeCollege	Public	City	75.596312	66.404239	57.231351	2.599404	0.880802	0.739912	1	0	0	1	0	3	1
17	12	Female	White	3	HS	Public	City	61.043069	80.48037	71.853602	2.694405	0.898299	0.931838	0	0	0	0	0	3	3
18	12	Male	White	2	HS	Public	City	80.970048	80.547665	71.303031	3.473314	0.91587	0.920523	1	0	0	0	1	3	3
17	12	Female	Hispanic	3	Bachelors+	Public	Rural	64.463062	67.438808	83.711916	3.523355	0.918797	0.914877	0	1	0	1	0	3	2
18	12	Male	Other	4	Bachelors+	Public	Suburban	85.993046	93.775857	95.974287	3.672249	0.959764	1.614175	1	1	0	0	0	2	2
18	12	Female	White	4	HS	Private	City	76.801226	66.665491	73.483099	2.677742	0.907822	0.694936	1	1	0	0	0	3	4
15	10	Female	White	2	HS	Public	City	75.394322	81.564704	77.280255	2.802853	0.92943	0.84623	1	1	0	0	0	2	2
17	12	Male	White	3	HS	Public	Suburban	81.95429	90.932122	79.421581	3.650388	0.941223	0.650889	1	0	0	0	0	3	3
18	12	Male	White	4	SomeCollege	Public	Suburban	82.506758	71.531509	83.168895	3.455048	0.914347	0.739222	1	1	1	1	0	3	1
14	9	Male	Hispanic	4	SomeCollege	Public	City	88.834091	82.779081	75.739216	3.386355	0.931596	1.040345	1	1	0	1	0	2	1
17	12	Female	Hispanic	4	Bachelors+	Public	Rural	66.402639	69.14409	60.920187	2.558973	0.850107	1.025136	1	1	0	1	0	4	1
17	12	Male	White	2	<HS	Public	Rural	72.704606	84.766462	71.688244	3.281499	0.930612	0.690607	1	0	0	0	0	3	1
14	9	Female	Black	1	HS	Public	Suburban	91.670876	92.039547	79.93592	3.777077	0.961417	1.168961	1	1	0	0	1	3	4
15	10	Female	White	3	HS	Public	Suburban	62.602919	76.402047	80.527508	3.504757	0.897376	1.121403	1	0	0	1	0	1	3
17	12	Male	White	3	HS	Public	City	85.346271	66.960625	84.002457	2.963304	0.936102	1.242543	1	0	0	0	1	2	1
17	12	Female	White	1	HS	Public	Rural	89.79564	90.861666	99.085962	3.850623	0.98915	1.171722	1	1	0	0	0	4	2
14	9	Male	White	2	Bachelors+	Private	City	70.030303	71.39067	72.769071	2.482583	0.880865	0.491299	1	0	0	0	0	2	2
18	12	Male	White	2	HS	Public	City	84.779449	91.150685	90.690984	3.589744	0.959953	1.265739	0	0	1	1	0	2	1
14	9	Female	White	1	HS	Public	Town	98.228809	100	100	3.732968	1	1.891338	1	1	1	0	0	3	2
18	12	Female	White	4	SomeCollege	Public	City	84.889655	84.722366	83.387936	3.089313	0.960222	0.891314	1	1	0	0	0	1	2
17	12	Male	White	1	HS	Public	City	83.185587	76.331306	78.350795	4	0.926991	1.245561	1	0	0	0	0	3	2
15	10	Female	Black	4	Bachelors+	Public	Suburban	67.060612	68.365718	74.265577	3.091395	0.856971	0.906927	1	0	0	1	1	2	1
17	12	Male	Hispanic	3	Bachelors+	Public	Suburban	76.384118	67.241325	84.45989	2.493347	0.889699	1.291921	1	0	1	1	0	1	2
16	11	Female	White	4	SomeCollege	Public	Rural	73.629162	72.754751	71.072005	2.906708	0.879268	1.485855	1	0	0	1	1	4	3
17	12	Female	White	1	<HS	Public	City	80.31248	75.85646	75.782804	3.141007	0.89486	1.650342	0	0	0	0	1	4	3
14	9	Male	White	2	HS	Public	Rural	93.662245	92.164278	88.13689	3.198615	0.97211	1.566657	1	1	0	1	0	3	1
16	11	Male	Black	1	HS	Public	Suburban	88.61674	91.527066	80.508952	3.198694	0.949804	1.327808	1	0	1	0	0	4	2
17	12	Male	Hispanic	2	HS	Public	City	60.865309	68.35836	72.670593	1.95027	0.822142	0.581179	0	0	0	0	0	2	1
17	12	Male	White	3	SomeCollege	Public	Suburban	78.767423	77.343864	84.743524	3.117354	0.908634	0.819567	1	1	0	0	0	3	2
17	12	Female	Hispanic	2	SomeCollege	Public	Rural	73.030775	79.002178	74.280807	2.828149	0.891506	0.991814	0	0	1	0	0	2	4
14	9	Male	Hispanic	1	HS	Public	City	59.645595	72.681923	67.620905	2.395849	0.852096	1.505432	1	0	0	1	0	4	2
16	11	Female	Black	2	<HS	Public	Suburban	73.885112	78.683124	73.902359	3.35674	0.90916	0.920455	1	1	0	0	0	2	3
18	12	Male	White	3	Bachelors+	Public	City	90.835177	84.737006	91.109828	3.75788	0.992294	0.98005	1	1	0	1	0	2	2
17	12	Male	White	4	Bachelors+	Public	City	70.582637	69.259872	66.929577	2.932826	0.860963	1.360994	1	0	0	1	0	3	3
14	9	Male	Black	4	SomeCollege	Public	Suburban	75.339758	60.727714	68.798318	2.263839	0.858006	0.584618	1	0	0	0	0	2	1
16	11	Male	Hispanic	1	<HS	Public	City	66.611071	63.228115	73.128226	2.695387	0.840528	1.26712	1	0	0	0	0	2	2
14	9	Male	Hispanic	3	Bachelors+	Public	Rural	83.980968	76.736737	88.749403	2.715202	0.943445	1.490386	1	1	0	0	0	3	2
16	11	Female	White	3	SomeCollege	Public	Suburban	81.083986	75.113685	77.815087	3.182628	0.90004	0.816544	1	1	0	1	0	3	3
14	9	Male	Black	2	HS	Private	City	93.233756	81.055399	80.013712	3.501922	0.947227	0.852025	1	1	0	0	1	2	2
15	10	Female	White	3	SomeCollege	Public	City	75.569347	70.141354	77.300792	2.742088	0.862827	0.548764	1	0	0	0	1	2	3
18	12	Male	White	2	HS	Public	Suburban	78.447416	77.167995	81.67228	3.499204	0.910554	1.063222	1	1	1	0	0	3	3
18	12	Male	Hispanic	4	SomeCollege	Public	Rural	68.737354	52.222531	69.04033	2.199616	0.834282	0.83047	1	1	1	1	0	4	1
17	12	Female	White	3	SomeCollege	Private	Suburban	79.720863	80.34849	73.68627	3.467657	0.919442	0.958395	1	1	0	0	1	4	1
18	12	Male	Hispanic	3	HS	Public	Suburban	71.290813	77.595288	68.820951	2.751393	0.86328	0.951635	1	1	1	1	0	4	1
16	11	Female	Black	4	HS	Public	Suburban	71.482128	71.933208	71.729488	2.699107	0.887582	0.497336	1	0	0	0	0	2	4
14	9	Female	Black	2	<HS	Public	Suburban	75.818998	64.076079	72.414232	2.664155	0.893067	1.142445	1	0	0	0	0	4	3
15	10	Male	White	1	HS	Public	Suburban	65.449004	66.467474	64.115992	2.01294	0.831678	1.008514	1	1	1	0	0	1	1
17	12	Female	Hispanic	4	HS	Public	Suburban	76.880266	83.146407	71.480762	2.801142	0.927446	0.476636	1	0	0	1	0	5	1
17	12	Female	Hispanic	4	Bachelors+	Public	City	83.775821	80.644648	69.909333	3.057026	0.867606	0.976779	1	0	0	1	0	3	1
17	12	Female	Hispanic	3	HS	Public	Suburban	78.310414	61.991245	72.075455	3.041016	0.88272	0.664506	1	1	0	0	0	3	2
17	12	Male	White	4	Bachelors+	Public	Suburban	69.947239	79.108058	84.125346	2.870032	0.896177	0.630595	1	1	0	1	0	3	1
17	12	Male	White	4	Bachelors+	Public	City	72.913322	80.021906	79.880966	2.972537	0.898342	0.970307	1	0	1	1	0	2	2
16	11	Male	Hispanic	1	<HS	Public	Suburban	73.539939	74.009704	68.359585	3.196966	0.88677	0.768728	0	0	0	1	0	5	1
17	12	Female	Black	3	HS	Public	Town	72.613279	81.585029	71.766538	3.082975	0.885258	0.959624	1	0	1	0	1	3	2
14	9	Male	Hispanic	1	SomeCollege	Public	Suburban	80.240677	85.135742	81.020014	2.99472	0.900262	1.339311	1	1	1	1	0	3	1
17	12	Male	White	3	HS	Public	Suburban	77.920441	79.462483	77.839587	2.996241	0.911485	0.629838	1	1	0	1	0	3	3
17	12	Male	White	3	Bachelors+	Public	Rural	61.005728	84.349497	73.629577	2.751071	0.90618	1.037322	1	1	0	1	0	4	1
16	11	Male	White	1	HS	Public	City	85.310367	76.665468	78.755865	3.426285	0.875877	0.74769	0	1	0	0	0	4	3
15	10	Female	White	3	HS	Public	City	83.43106	89.93762	89.866961	3.639285	0.968798	1.158763	1	1	0	0	0	4	2
15	10	Female	Hispanic	2	HS	Public	City	75.324099	72.767504	76.240276	2.750853	0.880507	0.946847	1	0	0	1	0	3	2
18	12	Female	Hispanic	2	SomeCollege	Public	Town	70.447054	63.092516	69.445214	2.592062	0.8956	1.024434	1	1	0	0	0	3	1
16	11	Female	Asian	3	SomeCollege	Private	City	80.936082	77.924717	78.888769	3.552483	0.928791	1.147668	1	0	0	0	0	3	2
18	12	Male	Hispanic	1	HS	Public	Suburban	66.352935	68.452149	65.629221	2.605943	0.856855	0.755752	0	1	0	0	0	3	3
17	12	Male	White	4	HS	Public	Rural	65.739685	54.593291	50.3207	2.368179	0.782326	1.196306	1	1	0	0	0	4	2
14	9	Male	White	2	SomeCollege	Public	Suburban	70.426383	72.053662	72.464453	3.011658	0.847612	0.935543	1	0	0	0	0	1	1

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