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	Male	White	4	Bachelors+	Public	Rural	85.151313	89.267228	89.166133	3.221521	1	0.66342	1	1	1	0	1	3	3
17	12	Female	Hispanic	3	HS	Public	Suburban	73.560229	67.712601	57.715594	2.376583	0.855633	1.027638	1	1	1	0	0	4	1
15	10	Female	Black	1	Bachelors+	Public	City	77.234757	66.133054	70.956225	2.418937	0.91223	0.736554	1	0	0	1	0	3	2
15	10	Female	White	4	HS	Public	Suburban	85.165604	69.10902	69.244959	2.858412	0.923474	0.582815	1	0	0	0	0	2	1
17	12	Male	White	4	HS	Public	Suburban	82.155307	76.955887	80.741384	2.796109	0.89071	0.422686	1	1	1	0	0	2	2
16	11	Female	Hispanic	2	<HS	Private	Suburban	72.242944	73.926344	75.248188	2.983701	0.879344	0.85232	1	1	1	0	0	2	1
16	11	Female	White	3	Bachelors+	Public	Town	62.344746	60.094072	69.796974	1.809135	0.875232	0.94832	1	0	1	1	0	5	2
14	9	Male	White	1	<HS	Public	Suburban	70.678656	78.00414	73.697864	3.038898	0.893716	1.232853	0	1	0	0	0	3	2
17	12	Male	White	1	SomeCollege	Public	Town	76.971582	87.404573	80.272849	3.247531	0.920103	1.836775	1	1	0	1	1	3	1
17	12	Female	Hispanic	3	SomeCollege	Public	Rural	84.493348	90.439016	79.701416	3.830766	0.95492	1.716071	1	1	1	1	0	3	2
16	11	Female	White	3	SomeCollege	Public	Suburban	75.218166	74.308071	82.437872	3.374254	0.870224	1.293303	1	0	0	1	1	4	1
14	9	Female	Hispanic	2	SomeCollege	Public	Suburban	81.095223	83.830492	83.108322	2.585514	0.95728	0.661748	1	1	0	0	0	1	3
18	12	Female	Two-or-more	4	HS	Private	Suburban	76.701639	76.821107	88.058141	3.315889	0.931625	1.35973	1	1	1	0	0	2	1
16	11	Female	Hispanic	1	HS	Public	Suburban	79.45225	80.797746	79.792499	2.917101	0.944193	0.976835	1	0	0	0	0	3	3
15	10	Female	Black	3	SomeCollege	Public	City	63.817333	73.036081	72.921825	2.715434	0.875651	1.027841	1	0	0	0	1	2	2
16	11	Male	White	1	HS	Private	City	83.601746	97.05452	85.074215	3.862209	0.981979	1.385304	1	0	0	0	0	2	2
15	10	Male	Hispanic	2	<HS	Public	Rural	68.865778	65.447082	68.343341	2.889033	0.875026	0.498773	1	1	0	0	0	4	3
16	11	Female	Black	2	SomeCollege	Public	Suburban	78.78164	78.581389	81.46447	2.814139	0.940064	1.149685	1	1	0	1	1	3	2
16	11	Male	Black	1	<HS	Public	City	73.525226	57.083309	73.209028	3.501867	0.844413	0.866999	1	1	1	0	0	3	3
17	12	Male	White	3	Bachelors+	Public	Suburban	64.053054	65.101917	80.057206	3.00656	0.868182	0.892907	1	1	0	1	0	3	2
16	11	Female	Hispanic	1	<HS	Public	Suburban	86.238638	78.33396	76.141632	3.552401	0.908722	0.552294	0	1	0	0	1	3	1
16	11	Male	White	2	HS	Public	Suburban	59.770579	80.298966	69.499146	2.545059	0.873252	1.144444	1	0	0	0	0	3	1
16	11	Female	White	1	HS	Public	City	85.420176	79.212488	85.273729	3.013539	0.909181	1.651049	1	0	1	1	0	3	2
18	12	Male	Hispanic	1	<HS	Public	Suburban	84.76919	83.661053	88.274185	3.062293	0.95786	0.790013	1	0	1	0	0	4	4
18	12	Female	Hispanic	4	Bachelors+	Public	Suburban	64.277031	78.391262	66.838937	1.924653	0.845723	0.322623	1	1	0	1	1	2	2
15	10	Male	Black	1	HS	Private	Rural	64.712218	70.103272	71.683779	3.083725	0.903568	0.61763	0	1	0	1	0	3	2
17	12	Female	White	4	Bachelors+	Public	City	100	96.795742	87.418389	3.462178	1	1.308221	1	0	0	0	0	5	2
17	12	Female	Black	3	SomeCollege	Public	Suburban	81.368385	71.716676	76.656842	3.693835	0.9068	0.832422	1	1	1	0	1	5	3
17	12	Male	Black	1	HS	Public	Town	54.940554	47.304721	58.081294	2.234728	0.81446	0.508085	1	1	0	0	0	2	2
17	12	Male	Black	4	Bachelors+	Public	Suburban	65.10429	60.602348	71.529544	2.644952	0.854945	0.371605	1	0	0	1	1	4	2
16	11	Male	Hispanic	4	SomeCollege	Public	Suburban	82.830878	90.769013	89.632559	3.716896	0.991305	1.44977	1	0	0	0	0	4	1
15	10	Male	Hispanic	3	Bachelors+	Public	Suburban	82.436893	80.939322	78.715946	2.661446	0.942903	1.230559	0	0	0	0	1	4	4
16	11	Male	White	2	SomeCollege	Public	City	75.856683	82.05014	76.83119	2.507618	0.926466	1.442791	1	1	0	1	0	4	2
14	9	Male	White	1	HS	Public	Rural	84.759644	80.891999	88.029095	3.480188	0.962806	1.502573	0	1	0	0	0	3	4
18	12	Male	Hispanic	4	HS	Public	Suburban	72.801892	64.915766	65.511952	2.352502	0.907207	0.516304	1	1	0	0	0	3	2
15	10	Male	White	2	SomeCollege	Public	City	72.368548	55.316599	62.009683	2.817511	0.846086	0.23294	1	1	0	0	1	3	1
15	10	Female	White	2	SomeCollege	Private	Suburban	62.175437	62.649799	76.291848	3.165706	0.884491	1.056003	1	1	0	1	0	3	2
18	12	Female	Black	1	SomeCollege	Public	Rural	76.586567	71.196445	65.017442	2.746643	0.897744	1.283146	1	1	0	1	1	2	1
14	9	Male	White	1	SomeCollege	Private	City	90.773888	86.182511	90.308489	2.849532	0.969407	1.520093	1	1	0	0	0	4	2
15	10	Male	Hispanic	2	Bachelors+	Public	Suburban	74.019838	78.173149	78.005045	2.8951	0.934151	1.029697	1	1	0	1	1	1	3
15	10	Female	White	4	SomeCollege	Public	City	70.360578	75.336721	73.415354	3.110787	0.931738	0.909652	1	1	0	0	0	1	1
14	9	Male	White	3	HS	Public	Town	79.180736	74.629032	90.672197	2.901156	0.911729	1.558101	1	1	0	0	0	3	1
18	12	Male	White	3	HS	Public	City	61.85151	63.798765	68.550315	2.647807	0.889069	0.639013	0	1	0	0	0	2	1
18	12	Female	White	2	HS	Public	Suburban	82.640538	86.15729	90.175385	3.330002	0.929021	1.447364	1	0	0	1	1	4	1
16	11	Female	White	1	HS	Public	Rural	56.278955	55.688155	56.993088	2.254051	0.780668	0.318298	1	0	0	1	0	3	2
17	12	Male	White	3	Bachelors+	Public	City	68.926776	70.239748	72.369977	2.593606	0.874704	1.358766	0	0	0	1	1	3	2
17	12	Male	White	3	Bachelors+	Public	City	72.96601	61.205449	70.806997	2.824232	0.860293	1.104601	1	1	0	1	0	3	3
17	12	Female	White	2	HS	Public	Suburban	64.690802	68.544689	70.776486	2.610836	0.882381	0.995137	1	0	0	1	0	5	1
15	10	Female	Hispanic	3	HS	Public	Suburban	61.508435	72.366961	60.294204	2.728956	0.83377	1.148952	1	1	1	0	0	3	1
16	11	Female	White	1	HS	Public	Suburban	96.149955	84.381534	84.921113	3.617218	0.946076	0.820552	1	0	0	0	1	4	3
14	9	Male	Black	4	SomeCollege	Private	Rural	69.516943	73.28522	79.371993	2.919072	0.903968	1.218792	1	0	0	0	0	2	2
14	9	Male	Asian	4	HS	Public	Suburban	84.199209	92.151738	90.213114	3.517893	0.996116	1.423212	1	1	0	0	0	5	2
15	10	Male	White	1	HS	Public	Suburban	65.31858	75.04661	87.894371	3.365331	0.931764	1.319395	1	0	0	0	1	2	3
14	9	Male	White	2	SomeCollege	Public	Suburban	57.792521	67.496566	69.680986	3.074919	0.872701	0.357418	1	1	1	1	0	2	1
16	11	Female	White	2	<HS	Public	City	67.636807	75.261942	74.371645	2.868223	0.920087	0.919152	1	1	0	0	0	3	3
18	12	Female	White	3	<HS	Public	Suburban	82.150017	85.135265	94.53092	3.207738	0.961781	0.963316	0	1	0	0	0	3	2
14	9	Female	White	1	<HS	Public	City	90.649496	85.600167	88.721116	3.599487	0.986265	1.647793	0	0	1	1	0	4	2
18	12	Male	White	2	SomeCollege	Public	Rural	67.595057	70.505278	78.441983	2.980614	0.860396	0.488307	1	1	0	1	1	2	3
14	9	Female	Hispanic	2	<HS	Private	City	82.297437	77.575322	69.87806	3.201868	0.945167	1.160249	0	0	0	0	0	3	1
16	11	Female	White	4	HS	Public	Suburban	72.52618	86.953704	86.081743	3.011024	0.913552	1.124027	1	1	0	0	0	3	2
16	11	Male	Hispanic	4	Bachelors+	Public	Suburban	78.880255	77.779121	77.256572	2.439419	0.93127	0.818529	1	1	0	1	0	3	3
14	9	Male	Two-or-more	3	SomeCollege	Public	City	64.813088	67.917796	68.397991	2.53698	0.867257	1.54688	1	0	0	0	0	4	1
16	11	Female	White	3	<HS	Public	Town	68.23037	72.048545	66.043536	3.127461	0.84572	0.66277	1	1	0	1	1	4	2
14	9	Male	White	3	<HS	Public	Town	93.508796	94.271911	92.057925	4	0.943325	1.363773	1	1	0	0	0	4	2
17	12	Male	White	2	HS	Private	Suburban	78.008015	87.949344	79.837892	3.315395	0.945794	1.395191	1	1	0	1	0	3	2
14	9	Female	Hispanic	4	Bachelors+	Public	Town	69.331889	73.755348	73.072245	2.036247	0.921339	1.1208	1	1	0	1	0	2	4
17	12	Male	Hispanic	1	SomeCollege	Public	Suburban	76.043758	78.675465	86.480938	3.666293	0.915149	1.58962	1	0	0	0	0	4	2
16	11	Male	Black	3	SomeCollege	Public	Suburban	69.642852	66.627131	64.223849	2.395022	0.848673	0.209517	0	1	0	1	0	4	4
18	12	Female	Hispanic	2	<HS	Public	City	68.754476	68.335574	79.63949	3.252552	0.886517	0.756374	1	0	1	0	0	3	1
14	9	Female	White	2	HS	Public	City	69.597762	64.870319	74.304497	2.647823	0.867248	0.998968	1	1	1	1	0	2	3
15	10	Male	Two-or-more	4	Bachelors+	Public	City	82.90874	72.66866	76.818253	2.898367	0.8979	0.408586	1	1	0	1	0	2	3
17	12	Female	Hispanic	4	Bachelors+	Public	Rural	78.916271	87.293408	91.570931	3.05778	0.962557	1.248324	1	0	1	1	0	2	1
18	12	Male	Hispanic	3	SomeCollege	Public	Suburban	65.878946	66.422655	66.195672	2.730769	0.815705	0.571009	1	0	0	1	1	2	3
16	11	Male	White	1	<HS	Public	Rural	70.268003	77.235427	87.293538	3.457121	0.923994	1.181863	1	1	0	0	1	2	1
18	12	Male	Hispanic	3	HS	Public	Rural	78.787794	66.039431	72.392253	3.092896	0.873986	1.04197	1	1	0	1	0	2	2
16	11	Female	White	4	Bachelors+	Private	Suburban	77.750883	74.48044	64.882206	3.097875	0.892031	0.986597	1	1	0	1	0	3	1
15	10	Female	White	1	HS	Public	Rural	73.583122	75.602344	74.397803	3.434357	0.914072	1.258157	0	0	0	1	0	4	2
16	11	Female	White	4	Bachelors+	Public	Rural	85.347321	87.210819	93.83264	3.658732	0.990038	1.555391	1	0	1	1	0	3	2
15	10	Male	White	2	Bachelors+	Public	Suburban	76.1226	63.99	78.277725	2.971441	0.923603	0.946256	1	0	0	1	0	4	3
15	10	Female	White	1	<HS	Public	Town	48.568473	64.970279	70.049993	2.428525	0.836116	0.274908	1	0	0	0	0	4	3
15	10	Female	White	1	HS	Private	City	53.428903	62.451306	61.815921	2.279664	0.826983	1.137666	1	0	0	0	1	1	2
14	9	Female	White	4	HS	Public	City	91.828586	92.030801	84.0878	3.363577	0.966101	1.165275	1	1	0	0	0	3	3
16	11	Male	White	3	SomeCollege	Public	Suburban	84.591869	74.193433	77.055569	3.025493	0.914075	1.678051	1	1	0	1	0	5	2
17	12	Male	White	1	HS	Public	Suburban	83.181411	66.033944	68.512592	2.200172	0.911584	0.530145	1	1	0	1	0	1	3
15	10	Male	Black	1	HS	Public	City	76.997949	76.478131	69.63508	3.218253	0.888066	1.060803	1	1	0	0	0	3	2
18	12	Male	Black	4	Bachelors+	Private	City	88.274695	80.384678	76.652782	3.346003	0.926856	1.290614	1	1	0	1	0	3	3
14	9	Female	Hispanic	4	SomeCollege	Public	Town	78.026981	82.695346	68.483746	2.505187	0.875966	1.328213	1	0	0	1	1	5	1
14	9	Male	Hispanic	3	HS	Public	Rural	80.028181	64.862279	78.334951	2.466939	0.886662	1.200433	1	0	0	1	0	4	1
18	12	Female	Asian	4	Bachelors+	Public	Rural	62.581356	64.323683	67.015059	2.578449	0.871819	1.181474	1	1	0	1	1	4	3
14	9	Female	Two-or-more	4	HS	Public	Rural	63.378088	69.21864	68.967443	3.301887	0.860496	0.498697	1	0	1	0	1	3	2
16	11	Female	Hispanic	4	HS	Public	Town	65.939916	50.673402	56.223052	2.519387	0.76965	1.141918	1	1	0	1	0	3	2
16	11	Male	White	2	HS	Public	Suburban	88.943884	87.178936	82.518862	3.932091	0.931416	1.035663	1	1	0	0	1	2	3
15	10	Male	White	3	Bachelors+	Public	Suburban	76.681321	62.766883	79.016408	3.253384	0.873538	1.451707	1	0	0	0	0	4	4
14	9	Male	White	3	HS	Public	Suburban	70.619831	82.993592	71.482705	2.955094	0.897895	1.559125	1	0	0	0	0	4	2
15	10	Male	Black	3	HS	Public	City	78.449444	72.3706	76.099047	3.005849	0.909398	0.934841	1	0	0	1	0	2	1
16	11	Female	White	4	Bachelors+	Public	Suburban	82.717462	77.28137	75.21092	3.054912	0.911841	1.545762	1	0	0	0	1	4	2
14	9	Male	Hispanic	4	SomeCollege	Public	City	67.769245	59.546389	63.182918	2.833165	0.848393	1.23608	1	1	1	0	0	4	2
14	9	Male	Hispanic	1	SomeCollege	Public	Rural	84.04588	78.316461	87.764874	3.284962	0.922989	1.422592	1	1	0	1	0	1	4
14	9	Female	White	2	HS	Public	Town	55.170329	64.911048	70.705002	2.742355	0.862651	0.560232	1	1	0	0	1	4	1
16	11	Female	White	3	HS	Public	Suburban	81.080271	79.571184	79.65103	3.383849	0.942872	1.388352	1	1	0	0	0	2	2

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