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	HS	Public	Town	77.320712	82.223225	76.522832	3.232937	0.91976	0.627174	1	0	0	1	0	2	2
16	11	Female	Hispanic	3	HS	Public	Suburban	78.825658	100	98.604952	3.504591	0.977184	1.251407	0	1	0	0	1	5	2
17	12	Male	Hispanic	2	HS	Private	Suburban	88.611844	84.658337	71.91978	3.252965	0.902593	1.005223	1	1	0	0	0	4	2
14	9	Female	Other	2	<HS	Public	Suburban	80.08632	79.05524	85.677732	3.195196	0.938722	0.76372	0	0	0	0	0	2	1
16	11	Female	Hispanic	3	HS	Public	Rural	79.769475	84.413252	82.037598	3.412308	0.976957	1.180389	1	0	0	0	0	4	2
17	12	Male	Black	3	SomeCollege	Public	Suburban	63.159866	59.367827	56.957182	2.388679	0.809101	0.822571	1	0	1	1	1	5	3
18	12	Female	Two-or-more	2	SomeCollege	Public	City	64.873988	73.096966	67.318743	3.182326	0.875564	0.732527	1	1	0	1	0	1	2
17	12	Female	Black	3	<HS	Private	Suburban	70.155107	75.252055	71.239297	3.184231	0.906148	1.353922	1	0	0	0	1	3	2
15	10	Female	White	4	SomeCollege	Public	Suburban	70.771522	80.073881	73.315192	3.190265	0.880522	1.18248	1	1	0	0	0	1	1
16	11	Female	Hispanic	2	SomeCollege	Public	Suburban	71.347929	73.367002	73.079628	2.790189	0.866128	0.996813	0	0	0	1	0	3	2
18	12	Female	White	1	<HS	Public	City	81.342101	66.550861	68.510496	2.440881	0.875289	0.731725	0	1	0	1	0	2	4
16	11	Male	Black	1	HS	Public	Suburban	62.118245	58.855467	64.068644	2.61269	0.797785	0.063657	1	0	0	1	0	2	3
16	11	Male	Black	3	HS	Private	Suburban	67.391269	58.486286	67.361499	2.291994	0.880225	1.169862	1	1	0	0	0	2	2
15	10	Male	Black	1	SomeCollege	Public	Rural	64.368293	72.399413	77.515616	3.020958	0.884132	0.706957	0	1	0	0	0	2	4
15	10	Female	Other	1	HS	Public	City	66.306512	70.36801	72.476094	2.915555	0.872462	0.829441	1	0	0	0	0	5	2
18	12	Female	Asian	2	HS	Public	Rural	74.459611	75.547612	71.422511	2.909786	0.874804	0.890261	0	0	1	0	1	3	1
18	12	Female	Black	1	HS	Public	Rural	86.276956	72.145857	73.874141	3.075313	0.941688	0.882683	1	0	0	1	1	3	2
16	11	Male	White	3	SomeCollege	Private	Rural	82.843942	76.508122	91.070416	3.262413	0.914949	1.686828	1	1	0	1	0	2	1
14	9	Female	White	1	HS	Public	Town	82.547303	82.886122	86.35027	3.400359	0.926944	1.545656	1	1	0	1	0	3	2
18	12	Female	Hispanic	4	SomeCollege	Public	City	74.741495	73.006283	76.470641	2.970058	0.908729	0.605956	1	1	0	0	0	3	1
15	10	Male	White	2	<HS	Public	Suburban	76.322933	79.776973	71.241403	3.095367	0.894927	1.018387	1	1	0	0	0	3	4
17	12	Female	Black	3	HS	Public	City	74.615165	79.263137	73.372949	2.549384	0.939049	1.162501	1	1	0	1	1	2	3
16	11	Male	White	2	HS	Public	City	79.541535	81.558409	77.77836	3.281665	0.895719	1.064988	1	1	0	0	0	1	2
14	9	Male	Asian	2	HS	Public	Suburban	67.61702	71.478142	72.960817	2.810072	0.866409	1.00998	1	1	0	1	0	2	2
14	9	Male	Hispanic	3	<HS	Public	Rural	50.167711	46.378554	49.166873	2.117609	0.78637	0.122775	1	1	0	0	0	1	2
15	10	Female	Hispanic	4	Bachelors+	Public	Town	69.520241	64.887029	77.988893	2.343483	0.912025	1.4645	1	0	0	1	1	3	1
18	12	Male	Hispanic	3	SomeCollege	Private	City	70.285536	76.282131	75.172013	3.223404	0.86345	1.550133	1	1	1	1	1	3	1
17	12	Male	White	2	HS	Public	Suburban	81.559776	79.873269	81.291256	2.852546	0.979942	0.815843	1	0	0	1	0	4	2
17	12	Male	Black	3	<HS	Public	Suburban	85.460705	74.129012	79.171259	3.227569	0.937919	1.075715	1	1	0	0	0	3	1
17	12	Male	Asian	4	Bachelors+	Public	Suburban	83.773448	82.396795	70.808559	2.847472	0.933333	1.575939	1	0	0	1	0	4	2
17	12	Male	Other	3	HS	Public	Rural	74.552773	79.801541	81.919076	3.281172	0.902927	1.701926	0	1	1	0	0	4	1
18	12	Female	White	3	SomeCollege	Public	City	86.4293	76.722502	84.164763	3.281722	0.924352	1.265344	1	1	0	0	0	4	2
17	12	Male	White	2	SomeCollege	Public	Suburban	79.866268	77.486174	84.703535	3.401576	0.927521	1.190462	1	0	0	0	1	3	2
16	11	Female	Hispanic	1	HS	Public	Suburban	69.60708	72.575455	84.281275	3.719289	0.930212	0.627286	0	0	1	0	1	1	1
14	9	Female	White	1	<HS	Public	City	68.034331	77.472884	71.576997	2.937725	0.894921	0.964236	0	1	0	0	0	3	1
18	12	Female	Hispanic	4	SomeCollege	Public	City	72.913532	76.986949	70.674967	3.038999	0.907582	0.437557	1	1	0	0	0	3	3
15	10	Female	White	1	HS	Public	City	59.107836	60.543754	61.024526	2.234337	0.841166	0.645945	1	1	0	1	0	3	2
18	12	Female	White	4	HS	Public	Suburban	83.419445	78.173616	62.368641	3.118275	0.913616	0.947131	1	0	0	0	0	4	3
18	12	Male	White	4	Bachelors+	Private	Suburban	75.752211	67.290454	66.303362	2.736363	0.891877	1.172093	1	1	0	1	0	3	3
15	10	Female	Hispanic	2	SomeCollege	Public	Suburban	68.299452	69.031569	76.241495	3.191307	0.888185	1.121221	0	1	0	0	0	2	3
14	9	Female	Hispanic	4	HS	Public	City	90.809705	83.817612	78.159657	3.485123	0.961413	1.052672	1	1	1	1	0	3	1
18	12	Female	Black	3	Bachelors+	Public	Suburban	63.874183	64.958448	66.73125	2.407156	0.828755	1.066588	1	0	0	1	0	3	2
14	9	Female	White	1	HS	Public	Rural	64.577416	60.974041	58.367668	2.679393	0.855192	0.706336	1	0	0	0	0	3	1
14	9	Male	Hispanic	4	Bachelors+	Public	City	95.853616	100	86.427259	3.714866	0.991329	1.758599	1	1	0	1	0	3	1
15	10	Female	Two-or-more	1	HS	Public	City	74.305514	79.619042	67.775381	2.749822	0.877914	0.536119	1	1	0	0	0	4	1
17	12	Male	Two-or-more	1	HS	Private	Suburban	70.806591	76.949553	70.406439	2.280084	0.88042	0.698312	1	0	0	0	0	3	3
18	12	Male	White	2	SomeCollege	Public	Rural	80.904023	68.020015	66.323475	2.484694	0.910661	0.696449	1	1	1	1	0	3	1
14	9	Female	Two-or-more	2	<HS	Public	Rural	97.123254	100	99.328676	4	1	1.713188	1	1	0	0	0	3	2
17	12	Female	Asian	1	HS	Public	Suburban	76.448309	79.339785	88.353108	2.891658	0.943876	1.020091	1	0	0	0	0	4	3
17	12	Male	Hispanic	2	HS	Public	Rural	79.308842	75.204499	79.655143	3.408729	0.927052	0.816537	1	1	0	0	0	3	3
14	9	Male	White	4	HS	Public	Rural	78.80753	78.88276	77.55955	3.338065	0.901232	1.058497	1	0	0	0	0	1	2
14	9	Female	White	1	HS	Public	Suburban	76.624559	71.284165	64.121533	2.841335	0.848654	0.801891	0	1	0	1	0	3	2
18	12	Male	White	1	Bachelors+	Public	City	77.480784	67.768609	68.373553	2.51107	0.871066	1.368558	1	0	0	1	1	4	4
18	12	Female	Other	2	HS	Public	City	82.646227	73.947115	79.34209	3.099231	0.893003	0.850527	1	1	0	0	1	2	2
16	11	Female	Hispanic	2	Bachelors+	Private	Rural	65.440367	68.256994	83.600896	3.438915	0.872935	0.502496	1	0	0	0	0	3	1
16	11	Male	White	4	Bachelors+	Private	Rural	73.663103	79.136231	74.662863	3.30172	0.896526	0.606969	1	0	0	1	0	2	3
18	12	Female	Hispanic	1	HS	Private	Rural	79.896626	83.989104	84.14779	3.477249	0.919066	1.18829	1	1	0	1	1	3	3
17	12	Male	White	4	Bachelors+	Public	Rural	57.929956	69.417692	65.885866	2.414179	0.876908	0.8066	1	0	0	0	0	4	1
14	9	Female	White	3	Bachelors+	Public	City	95.001791	78.000505	78.822717	3.73746	0.963382	1.220379	1	0	0	0	0	3	2
14	9	Female	Other	2	HS	Private	City	62.63366	58.944332	71.360605	2.927154	0.846132	0.811752	1	0	0	0	0	2	1
14	9	Male	White	3	HS	Public	Town	72.782712	91.663352	63.953057	3.131559	0.882137	1.48771	0	1	0	0	0	3	2
15	10	Female	White	4	SomeCollege	Private	Suburban	74.758715	67.531008	66.687037	3.008848	0.856704	0.94627	1	1	0	1	0	5	1
15	10	Female	White	1	HS	Public	Town	89.806991	93.779371	84.238919	3.848527	0.977511	1.340773	0	1	0	0	0	3	1
17	12	Male	Two-or-more	4	Bachelors+	Private	City	73.599361	69.185215	67.758799	2.669279	0.898149	1.38082	1	0	0	0	0	2	3
16	11	Female	Hispanic	2	SomeCollege	Public	City	67.156506	65.526049	69.069427	3.003899	0.812401	1.045168	1	0	0	0	0	4	2
17	12	Female	White	1	SomeCollege	Private	Suburban	73.823285	74.207781	77.258929	2.368663	0.87083	1.001008	1	1	0	1	0	5	2
17	12	Female	Asian	3	SomeCollege	Public	City	100	100	94.4538	3.91458	1	0.584281	1	1	0	0	0	3	2
17	12	Male	Black	4	SomeCollege	Public	City	88.139546	83.859897	84.332355	3.635287	0.928401	1.329283	1	1	0	1	0	3	2
14	9	Female	Hispanic	2	HS	Public	Town	85.260531	84.460434	78.988735	3.178948	0.948469	1.305279	1	0	1	0	1	1	3
17	12	Female	Hispanic	3	<HS	Public	City	57.266077	52.315487	52.592716	2.2844	0.799574	1.042903	1	0	0	0	0	2	1
18	12	Male	White	2	SomeCollege	Public	Suburban	71.402048	68.457893	82.443463	2.76418	0.913003	0.387742	1	1	0	0	0	3	2
16	11	Female	Black	4	SomeCollege	Private	City	76.901141	77.773899	67.052218	2.858761	0.86585	0.966756	1	0	0	1	0	2	2
17	12	Male	Hispanic	2	HS	Public	City	73.67842	78.47315	78.570349	2.527851	0.947853	1.320787	1	1	0	1	1	4	1
16	11	Male	Black	2	HS	Public	Town	67.787865	61.045031	62.006922	2.320759	0.865853	0.221592	1	0	0	0	0	1	2
18	12	Male	White	3	HS	Public	Suburban	87.497945	80.625162	77.04841	3.408761	0.963422	1.327016	1	1	0	1	0	2	4
17	12	Female	White	2	HS	Public	City	87.493257	82.797997	76.260477	2.929927	0.94989	1.219843	1	0	0	0	0	1	3
15	10	Male	Black	1	HS	Public	Rural	65.030962	61.02369	59.892324	2.434926	0.831035	0.457865	1	0	0	1	0	2	2
16	11	Male	White	3	SomeCollege	Public	City	76.84463	75.437428	78.129713	3.070216	0.926639	1.006653	1	0	0	0	0	3	1
16	11	Female	Hispanic	2	SomeCollege	Private	Suburban	86.842257	89.839339	82.623434	3.817058	0.950206	0.892669	1	1	0	0	0	2	3
14	9	Male	Hispanic	2	SomeCollege	Public	City	88.852531	84.272528	90.695084	3.904354	0.971642	0.885868	1	1	1	1	0	3	1
17	12	Male	White	4	HS	Public	Suburban	80.717332	79.024988	68.922609	2.834948	0.916676	0.894454	1	0	0	0	0	3	1
15	10	Female	Hispanic	4	HS	Private	City	87.89086	85.220762	90.055281	3.088942	0.984415	1.514981	1	1	0	1	1	4	1
15	10	Female	Hispanic	4	Bachelors+	Public	City	100	95.15358	82.566853	3.499797	1	1.678593	1	0	0	0	0	1	1
16	11	Female	White	2	SomeCollege	Public	City	72.84983	63.979839	52.838941	3.059095	0.815057	0.304154	1	1	0	0	0	2	2
17	12	Male	Hispanic	2	Bachelors+	Public	Suburban	70.998149	66.849833	67.02451	2.456921	0.840985	0.736424	1	1	0	1	0	1	2
18	12	Male	Hispanic	2	<HS	Private	City	72.62569	55.171273	63.162371	3.433163	0.870837	0.327653	1	0	0	0	0	3	4
17	12	Male	White	1	HS	Public	City	88.6651	81.111181	81.519507	3.238642	0.958689	0.968574	1	1	0	0	0	4	1
18	12	Female	Black	1	Bachelors+	Public	Suburban	78.088975	57.592661	71.417276	2.954547	0.846642	1.313969	1	1	0	1	0	3	1
18	12	Female	Hispanic	1	<HS	Public	City	75.589585	70.200317	77.101945	3.017606	0.951924	0.852213	1	1	0	0	0	4	2
18	12	Male	Hispanic	1	<HS	Public	City	76.605083	69.053986	63.636029	2.311933	0.86011	0.749548	1	1	0	0	1	2	3
14	9	Male	Hispanic	4	HS	Public	Suburban	74.854869	72.442233	79.007999	2.912972	0.894138	1.022913	1	1	0	1	1	3	2
14	9	Female	Hispanic	2	<HS	Public	City	72.5363	68.285627	70.02139	3.005483	0.878753	0.850034	0	0	0	0	0	1	3
17	12	Male	Asian	2	<HS	Private	City	87.680026	82.437159	83.226815	3.448012	0.947416	0.791943	1	1	1	0	1	4	1
18	12	Male	White	3	SomeCollege	Public	Rural	71.935864	77.53843	68.840045	2.117268	0.894999	1.281363	0	1	0	0	0	3	3
16	11	Male	White	4	HS	Public	Suburban	76.023727	82.053571	75.427252	2.979842	0.91249	0.948929	1	1	0	1	0	2	1
17	12	Female	Two-or-more	1	<HS	Public	Suburban	84.493197	79.167555	78.855518	3.831731	0.969986	0.850924	1	1	0	0	1	5	2
17	12	Male	White	2	<HS	Public	City	77.686981	84.914708	79.383651	2.789222	0.953595	1.90347	1	0	0	0	0	4	3
14	9	Male	Hispanic	3	HS	Public	City	78.731829	83.951051	71.492385	3.064561	0.934136	1.06158	1	1	0	1	0	3	2
15	10	Male	Two-or-more	2	HS	Public	Suburban	69.10174	72.266744	64.496221	2.589499	0.886347	1.249098	1	1	0	0	0	3	2
17	12	Male	White	4	Bachelors+	Public	Rural	64.741868	67.831067	62.945326	2.668728	0.824955	1.0607	1	1	0	1	1	2	1

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