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	3	Bachelors+	Public	City	72.09007	77.245359	83.075551	3.451235	0.906947	1.014785	1	0	0	1	0	3	3
18	12	Female	White	3	SomeCollege	Public	Suburban	68.160139	85.735906	76.056066	3.114471	0.905905	0.997206	1	1	0	0	1	3	1
15	10	Male	Black	2	HS	Public	Suburban	91.508365	77.375284	83.152669	3.223703	0.96822	1.394211	1	0	0	1	0	3	3
17	12	Male	Two-or-more	4	Bachelors+	Private	Rural	82.582892	82.561028	76.933447	3.326304	0.950598	1.105262	1	1	0	0	0	3	2
18	12	Male	White	1	HS	Public	Town	87.798778	87.657902	84.037824	3.807718	0.93813	1.395847	1	1	1	1	0	4	2
15	10	Male	Two-or-more	4	Bachelors+	Private	Suburban	64.283036	77.387305	68.834016	2.668942	0.902559	0.876598	1	1	0	0	0	4	4
17	12	Female	Black	2	HS	Public	Suburban	58.606884	75.155543	69.201731	3.049351	0.831654	0.657262	1	1	0	1	0	3	2
14	9	Male	Hispanic	1	SomeCollege	Public	City	99.022153	100	100	3.703004	1	1.594588	0	1	0	0	0	3	2
16	11	Female	White	3	SomeCollege	Public	City	70.785156	68.870114	62.770664	2.425673	0.872036	0.261598	1	0	0	1	0	3	2
14	9	Female	White	2	<HS	Public	City	63.5848	69.370113	63.598207	2.58875	0.878922	0.624479	1	0	0	1	0	2	2
16	11	Male	White	2	SomeCollege	Public	City	77.076887	61.461675	64.743426	2.896796	0.863939	0.810821	1	1	1	1	0	2	2
17	12	Male	White	3	Bachelors+	Public	City	82.207623	85.271321	84.654875	3.403396	0.934074	1.080123	1	0	0	1	0	2	2
15	10	Male	Hispanic	3	SomeCollege	Public	Suburban	81.889428	83.115714	67.855887	3.767471	0.909965	0.66053	1	0	0	0	0	2	1
18	12	Female	Hispanic	2	HS	Public	City	75.54674	78.682272	59.152878	2.429528	0.882046	1.100609	1	0	0	0	0	2	1
16	11	Female	White	3	SomeCollege	Public	Rural	80.981399	84.873105	96.859496	3.006586	0.966525	0.902905	1	1	0	1	0	4	2
17	12	Female	Black	4	SomeCollege	Public	City	91.452848	90.067704	81.635583	3.771494	0.970184	1.190759	1	0	0	0	0	3	3
17	12	Female	White	1	<HS	Private	City	69.129717	66.684867	67.307473	2.918825	0.872207	0.482907	1	1	1	0	0	3	3
15	10	Female	Asian	1	SomeCollege	Public	City	75.716072	78.036196	86.942537	2.94149	0.953141	1.381915	1	0	0	1	0	2	3
16	11	Male	White	2	HS	Public	Suburban	65.391735	69.915337	82.361673	3.113816	0.873965	1.083562	1	0	0	1	0	2	2
18	12	Female	Hispanic	4	<HS	Public	City	68.952791	75.578585	71.554625	2.681673	0.865386	0.502711	1	1	0	0	0	3	3
15	10	Female	White	2	SomeCollege	Public	City	82.127558	73.196958	86.838678	2.930836	0.908364	1.350217	1	1	0	0	0	5	1
16	11	Female	Hispanic	1	<HS	Public	Town	79.680042	76.049654	80.914512	2.925247	0.9017	1.337859	0	0	0	0	0	4	3
15	10	Female	White	2	HS	Public	Suburban	74.732776	77.091113	72.21545	2.402186	0.921685	1.382595	0	0	0	0	0	5	3
14	9	Male	Black	1	<HS	Private	City	44.978256	52.181722	49.345228	2.527162	0.778194	0.469386	1	0	0	0	0	5	2
15	10	Female	Black	1	<HS	Public	Town	79.139463	73.124826	73.572834	3.595808	0.876078	0.703685	0	0	0	0	0	4	3
15	10	Male	White	4	HS	Public	Town	70.971035	79.085882	73.782161	3.105491	0.888299	0.908674	1	1	0	0	0	5	3
18	12	Male	Black	1	HS	Public	Suburban	62.301547	64.278825	74.362864	2.848573	0.848464	0.933028	1	0	0	1	1	4	2
16	11	Male	White	4	SomeCollege	Public	City	78.106143	70.659307	69.7004	3.287827	0.841882	0.406353	1	0	0	1	1	3	2
17	12	Female	Hispanic	1	<HS	Public	City	93.77413	95.663295	87.627484	3.636958	0.956356	1.307171	1	1	0	0	0	4	2
17	12	Male	White	2	HS	Public	Rural	70.698046	56.512471	75.854774	2.490901	0.91741	1.014908	1	1	0	0	1	3	2
17	12	Female	Hispanic	1	SomeCollege	Public	City	63.527325	66.725106	57.715523	2.683189	0.858164	0.898627	1	0	0	0	0	2	2
16	11	Female	Black	1	HS	Public	City	88.426737	78.087388	75.653368	3.392314	0.926138	1.030527	0	1	0	1	1	4	2
15	10	Male	Black	3	SomeCollege	Public	Suburban	62.177063	69.215838	77.192405	2.845621	0.842166	1.350421	1	1	0	0	0	3	1
18	12	Female	Black	2	SomeCollege	Public	City	70.281958	65.983307	70.410578	2.55102	0.870948	0.903658	1	1	0	1	0	3	2
18	12	Male	White	1	Bachelors+	Public	City	72.658803	70.739283	84.38499	3.155601	0.910297	0.955245	1	1	0	1	0	3	2
14	9	Male	Hispanic	3	SomeCollege	Public	Rural	68.608791	67.555169	73.892828	2.675517	0.879766	0.930958	1	1	0	0	0	3	2
17	12	Female	Hispanic	1	HS	Public	City	70.344751	71.746045	69.762596	3.026896	0.87296	0.752285	0	1	0	1	1	3	1
18	12	Male	White	1	HS	Public	Suburban	71.714182	60.286946	65.370749	3.012856	0.839847	0.446975	1	0	1	0	0	3	1
16	11	Female	White	3	HS	Public	Town	65.458238	70.400127	73.125822	2.430885	0.827828	1.620964	0	0	0	1	1	2	3
18	12	Male	White	4	Bachelors+	Private	Suburban	91.970743	94.052247	87.366178	3.583124	0.9399	1.128633	1	0	0	0	1	4	2
14	9	Female	Hispanic	4	Bachelors+	Public	Suburban	68.29732	62.730078	61.139898	2.210046	0.866406	1.186847	1	1	0	0	0	3	2
17	12	Male	White	2	<HS	Private	Town	71.622754	80.489237	74.446369	3.016795	0.884328	1.211164	1	0	0	0	1	3	3
16	11	Male	Hispanic	4	Bachelors+	Public	Suburban	81.042853	90.201242	64.622815	3.703043	0.953511	0.327729	1	1	0	1	0	5	3
16	11	Female	White	3	SomeCollege	Public	Town	96.137441	92.827798	93.505909	3.920154	1	1.540614	1	0	0	1	0	2	2
17	12	Female	White	4	SomeCollege	Public	Town	82.67361	82.98921	74.979147	3.092051	0.941873	0.739519	1	1	0	0	0	3	2
18	12	Female	Hispanic	2	SomeCollege	Public	Rural	77.968115	83.665307	79.666957	3.124438	0.952896	1.301972	1	0	0	0	0	3	2
17	12	Male	Black	1	<HS	Public	City	82.816825	87.252073	77.515226	3.620687	0.923317	1.124279	1	1	1	0	0	3	2
18	12	Male	White	2	SomeCollege	Public	Rural	69.117028	65.259896	62.500423	2.698685	0.860969	1.181818	1	0	0	0	1	3	2
18	12	Male	White	2	HS	Public	Rural	68.73171	77.974791	69.44768	3.353077	0.867185	0.992198	1	0	0	0	1	3	2
14	9	Female	White	1	HS	Public	City	72.321479	78.418309	78.144247	3.162771	0.902893	1.021434	1	0	0	1	0	3	4
18	12	Male	Hispanic	3	Bachelors+	Public	Suburban	55.945868	60.192117	53.360958	2.581935	0.844931	0.87023	1	1	1	1	0	1	3
18	12	Female	Hispanic	2	<HS	Public	City	71.216406	63.467416	78.740552	2.943673	0.89523	1.223526	1	0	0	0	0	3	3
17	12	Female	Other	2	HS	Private	Town	86.641142	92.227144	89.604862	3.249925	0.971243	1.568983	1	0	0	0	0	3	2
16	11	Female	Hispanic	4	Bachelors+	Public	City	65.75147	71.043828	68.269415	2.221208	0.835619	0.592397	1	1	0	1	0	4	3
18	12	Female	Black	1	<HS	Public	City	86.483449	80.396536	82.104903	3.767697	0.967681	0.726059	0	1	0	0	0	2	2
15	10	Female	Hispanic	1	<HS	Public	Suburban	55.352274	66.424296	62.150504	1.831582	0.821121	1.299476	1	1	0	0	0	2	1
18	12	Male	Two-or-more	1	<HS	Public	Rural	68.988675	68.85191	68.171601	2.823295	0.875716	0.756933	1	1	0	0	0	2	1
17	12	Male	White	2	Bachelors+	Public	City	60.950431	74.851544	72.540701	2.781222	0.885284	0.837185	0	1	0	1	0	2	4
17	12	Female	White	1	<HS	Public	City	84.0837	78.901096	89.490942	3.242734	0.911619	1.151785	1	0	1	0	0	4	3
14	9	Male	Hispanic	4	SomeCollege	Public	City	83.982414	85.968246	79.211233	3.104506	0.942579	1.186733	1	1	0	0	1	2	2
14	9	Female	Hispanic	3	Bachelors+	Public	Suburban	72.238704	80.224367	72.330966	2.788052	0.892403	0.972031	1	1	1	1	0	3	3
16	11	Female	White	4	Bachelors+	Private	Rural	69.189598	66.121359	76.704721	2.723364	0.872738	1.200553	1	1	0	0	0	3	2
18	12	Female	White	1	<HS	Public	Town	76.533621	80.353593	84.207805	3.254508	0.926746	1.392547	0	1	0	0	1	2	1
15	10	Male	White	1	<HS	Public	City	67.586874	91.82779	85.009032	3.336845	0.944165	1.021834	0	0	1	1	0	3	2
15	10	Male	White	2	SomeCollege	Public	Suburban	68.202664	71.884193	68.760725	3.25153	0.897902	1.040225	1	0	0	0	0	4	2
16	11	Male	Hispanic	4	Bachelors+	Public	Rural	91.309456	87.321598	81.453706	3.266764	0.986521	1.653658	1	0	0	0	0	4	3
17	12	Female	Hispanic	1	<HS	Private	City	87.380017	82.042138	81.620327	3.696336	0.929427	0.751055	1	0	0	0	0	3	2
18	12	Male	White	3	Bachelors+	Public	City	64.755165	70.76975	67.958732	3.21913	0.845634	1.010188	1	1	0	0	1	5	4
16	11	Female	Asian	2	<HS	Public	Suburban	74.126475	67.734603	66.115003	2.818632	0.861893	0.958618	0	0	0	0	0	2	3
17	12	Female	Asian	4	HS	Public	Town	81.90212	78.378697	71.492389	2.86767	0.928793	1.15345	1	1	1	0	0	4	2
17	12	Female	Hispanic	4	HS	Private	Rural	77.185709	80.343022	76.076807	2.955028	0.881799	1.566004	1	0	1	1	1	3	4
17	12	Male	Black	2	SomeCollege	Public	Suburban	72.012285	74.553893	70.519785	3.305862	0.903047	1.198107	1	1	0	0	0	2	4
15	10	Male	Two-or-more	2	HS	Public	Rural	92.504053	86.220679	77.542707	3.656833	0.942334	1.197836	0	0	1	1	0	2	2
18	12	Female	Hispanic	4	Bachelors+	Public	City	94.142555	78.649029	80.759621	2.682885	0.977011	1.474308	1	1	0	1	1	4	2
16	11	Male	White	1	HS	Public	Suburban	65.122267	81.340825	81.659416	3.00283	0.918292	1.049444	1	1	1	0	1	2	3
18	12	Female	Hispanic	2	SomeCollege	Public	City	75.946865	75.712852	73.973886	3.302828	0.873242	0.971385	1	0	0	0	0	3	1
15	10	Male	White	3	HS	Public	City	64.140242	71.011721	76.9839	2.622656	0.857625	0.927086	1	1	0	1	1	2	4
15	10	Female	Black	2	<HS	Private	City	68.144684	68.338725	67.503276	2.604555	0.863666	0.354391	1	1	0	1	0	4	2
15	10	Male	White	1	<HS	Public	Suburban	69.92162	73.614055	68.309026	2.742888	0.865156	1.338587	0	1	0	1	0	4	1
16	11	Male	Hispanic	1	SomeCollege	Public	Suburban	75.168517	80.053593	69.650564	2.642977	0.927569	1.675964	0	0	1	0	0	4	1
15	10	Female	Hispanic	1	HS	Public	Suburban	82.400268	71.711571	69.638265	3.025734	0.899446	1.261364	0	0	0	0	0	3	1
16	11	Female	Hispanic	1	<HS	Public	Rural	69.272815	73.771167	69.07305	2.565779	0.890299	0.863488	0	1	0	0	0	3	3
18	12	Male	White	4	Bachelors+	Public	City	78.934649	74.576832	77.997088	3.028287	0.91955	0.976843	1	1	0	1	1	2	2
15	10	Male	White	3	SomeCollege	Public	Rural	79.929319	91.484239	89.815898	3.376637	0.963029	1.493618	1	0	1	0	0	5	1
15	10	Female	Hispanic	3	Bachelors+	Public	Rural	72.299396	63.416301	62.93695	2.173214	0.860324	0.753164	1	1	0	1	1	2	1
17	12	Male	White	1	<HS	Private	Rural	62.014143	63.391676	70.697629	2.85268	0.847494	1.144518	1	1	0	1	1	4	2
15	10	Male	Hispanic	3	HS	Public	Rural	87.325563	74.158803	76.92875	3.322902	0.884534	1.293949	1	1	1	0	0	3	1
15	10	Male	White	4	Bachelors+	Public	City	73.55895	82.299078	74.876078	2.854683	0.916241	0.70951	1	1	0	1	0	3	2
17	12	Male	White	2	HS	Private	Town	69.281801	78.404636	77.932126	3.126441	0.894445	0.793658	1	0	0	1	0	4	1
15	10	Female	Asian	4	Bachelors+	Public	City	72.596612	68.206384	85.153948	2.398329	0.860263	1.11473	1	0	0	0	0	3	2
18	12	Male	White	3	Bachelors+	Public	Suburban	65.169996	95.792373	82.058551	2.89459	0.934093	0.993913	1	1	0	1	0	3	2
17	12	Female	White	2	SomeCollege	Public	Rural	61.468647	65.772633	77.727741	2.406297	0.86133	0.977855	1	0	0	0	0	2	2
17	12	Male	Asian	4	HS	Public	Rural	71.409817	67.466858	71.332229	3.260849	0.861069	0.733705	1	1	1	0	0	2	1
16	11	Female	Hispanic	2	HS	Public	Suburban	86.941106	86.263395	90.73381	3.7344	0.98742	0.827239	1	0	1	0	1	2	2
16	11	Male	Two-or-more	3	SomeCollege	Public	Town	77.765964	81.980494	71.986979	3.06329	0.912715	1.109157	1	0	0	1	0	3	4
17	12	Female	White	2	SomeCollege	Public	City	93.489495	90.957981	93.949014	4	0.9677	1.283707	0	0	0	1	0	3	1
15	10	Male	Other	1	HS	Public	Town	91.930269	88.52986	89.578116	3.916765	0.995975	1.167214	1	1	0	0	0	2	2
14	9	Male	White	3	SomeCollege	Public	Rural	69.483956	52.702924	66.130925	2.924715	0.843323	0.583258	1	0	0	0	0	3	2
15	10	Female	Black	3	SomeCollege	Public	Town	59.565355	63.575024	56.601488	2.768925	0.844604	0.577156	0	1	0	1	0	4	1
15	10	Male	White	1	HS	Public	Suburban	77.437233	84.601164	87.846943	3.375315	0.948384	1.273088	1	0	1	0	0	3	1

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