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
15	10	Female	Black	4	HS	Private	Town	70.548809	72.681592	64.379924	2.78659	0.867609	0.715539	1	0	0	0	0	4	1
16	11	Male	White	4	Bachelors+	Public	City	68.222803	62.001238	73.608474	2.840987	0.935361	1.030115	1	1	0	0	0	4	2
14	9	Male	Hispanic	2	SomeCollege	Public	Rural	72.243151	75.239392	73.569234	3.145025	0.85931	1.028492	1	0	0	1	0	3	1
18	12	Male	Hispanic	3	SomeCollege	Public	Town	66.126996	67.851797	75.61385	2.786405	0.826752	0.762619	1	1	0	0	0	3	1
17	12	Female	White	4	Bachelors+	Public	City	89.794346	83.884617	95.015189	3.909574	0.972842	1.59168	1	1	0	1	0	4	3
17	12	Female	Hispanic	2	Bachelors+	Public	Rural	85.32872	94.522081	83.723973	3.492781	0.986952	0.370208	1	0	0	1	0	3	3
17	12	Male	Hispanic	2	<HS	Public	Suburban	67.911642	68.029349	63.392278	2.239197	0.840285	0.386758	1	0	0	0	0	3	3
18	12	Male	Hispanic	1	SomeCollege	Public	Suburban	82.301783	78.700053	88.150496	3.32326	0.91036	0.730431	1	0	0	1	0	3	1
16	11	Female	Hispanic	4	<HS	Private	City	69.503165	84.97915	75.723775	2.693654	0.90487	1.421	1	0	0	1	0	2	1
16	11	Female	Other	4	Bachelors+	Public	Town	66.982582	71.777044	81.728339	3.24645	0.880459	1.261658	1	0	0	0	0	4	1
18	12	Female	Black	4	Bachelors+	Private	City	83.366392	87.198911	81.980798	3.489736	0.959498	0.680884	1	1	0	1	1	4	2
16	11	Male	White	1	<HS	Public	Town	74.52119	73.319688	56.598288	2.700607	0.899528	0.802157	1	1	1	0	0	3	1
15	10	Female	White	2	SomeCollege	Public	Rural	85.944971	94.696883	76.249894	3.353989	0.960487	1.72427	0	0	0	1	0	4	3
17	12	Male	White	3	SomeCollege	Public	City	60.754391	70.041672	59.543229	2.573692	0.819543	0.902583	1	0	1	1	0	3	2
16	11	Male	Black	4	Bachelors+	Private	Town	68.675031	67.563713	74.265902	2.717311	0.895561	1.469486	1	1	0	1	0	3	2
18	12	Female	Hispanic	1	HS	Public	City	66.780537	59.222799	79.933787	2.853381	0.893728	0.816257	0	1	0	1	0	2	2
18	12	Female	Hispanic	3	HS	Public	Suburban	90.914719	72.086149	73.402528	3.392401	0.913949	0.814134	1	1	1	1	0	4	1
16	11	Female	Hispanic	3	SomeCollege	Public	Suburban	81.950644	73.543949	77.241805	3.116341	0.915954	1.410493	1	1	0	1	0	3	3
16	11	Male	Asian	1	<HS	Public	Town	86.571361	82.997344	88.855667	3.759721	0.97281	1.086629	1	1	0	0	0	3	1
15	10	Male	Hispanic	3	SomeCollege	Private	Suburban	76.053662	77.127247	87.464328	3.115026	0.918295	1.309166	1	1	0	0	0	3	1
18	12	Female	Black	2	Bachelors+	Public	Suburban	80.16914	80.697365	83.035938	3.732424	0.910764	1.296493	1	1	0	1	0	4	2
16	11	Male	Hispanic	3	SomeCollege	Public	City	75.898202	78.603386	77.138632	2.998186	0.889104	0.968646	1	1	0	0	0	4	2
18	12	Female	White	2	Bachelors+	Public	City	70.434032	65.254481	79.179696	2.84636	0.853129	1.052683	1	0	0	0	0	5	2
16	11	Male	White	2	<HS	Public	City	72.618385	62.038572	72.154968	2.453078	0.883303	0.637558	0	0	0	0	1	2	2
18	12	Male	Hispanic	3	SomeCollege	Public	Suburban	81.559415	63.402936	74.819395	2.938606	0.909773	0.896699	1	1	0	0	0	4	3
18	12	Female	Two-or-more	2	Bachelors+	Public	City	74.772276	66.547753	63.435882	2.68463	0.858633	0.256869	1	0	0	0	1	4	1
17	12	Female	Black	2	SomeCollege	Public	City	86.445368	82.617549	96.722421	4	0.963586	1.196812	1	1	0	0	1	3	1
15	10	Male	White	1	<HS	Public	Suburban	54.992763	62.91551	66.967463	2.261019	0.853243	0.894108	1	1	1	1	1	4	3
18	12	Male	Hispanic	2	SomeCollege	Public	City	76.198191	73.790784	65.699723	3.210916	0.849101	1.483282	1	0	0	0	0	2	1
15	10	Male	Hispanic	3	SomeCollege	Public	City	79.660969	72.432015	86.688423	3.654422	0.906418	1.260054	1	0	0	1	0	3	2
16	11	Male	White	1	HS	Public	Suburban	81.317044	68.497253	76.305723	3.277384	0.879987	0.858572	1	1	0	0	1	3	4
17	12	Female	Hispanic	2	SomeCollege	Public	Suburban	69.024806	66.856454	65.549559	2.941771	0.845959	0.049688	1	1	0	1	1	5	2
16	11	Female	Asian	1	HS	Public	Rural	72.035645	85.661288	85.892709	3.035627	0.933364	0.472507	1	1	0	1	0	2	2
18	12	Male	White	3	HS	Public	City	90.321343	89.857158	89.224125	3.784978	0.971474	1.059086	1	0	0	1	0	3	2
17	12	Female	White	1	<HS	Public	Town	72.281267	67.795277	71.622542	2.68543	0.891992	0.675305	0	0	0	0	1	4	3
17	12	Male	White	4	SomeCollege	Private	City	68.334674	59.023738	70.270661	2.557879	0.846362	0.667268	1	1	0	1	1	3	3
18	12	Male	White	4	SomeCollege	Public	Suburban	58.956749	61.106091	64.33677	2.415898	0.858071	0.865216	1	1	0	1	0	4	1
16	11	Male	Black	1	<HS	Private	Suburban	68.077312	60.63849	69.030611	2.363254	0.816917	1.224415	1	1	1	1	0	3	2
16	11	Female	White	1	HS	Public	Suburban	76.22362	89.788438	83.636399	3.614029	0.931608	1.007405	0	1	0	1	0	4	4
14	9	Male	White	4	SomeCollege	Public	Suburban	90.281078	71.360653	73.965615	3.684455	0.914964	0.884394	1	1	0	1	0	5	2
16	11	Male	Hispanic	4	SomeCollege	Public	Town	65.696033	59.831608	63.758455	2.914542	0.828463	0.725168	1	1	0	0	0	2	2
16	11	Male	White	3	SomeCollege	Public	Suburban	65.176024	63.278843	66.620217	2.614723	0.828511	0.257933	1	1	0	1	0	2	2
17	12	Female	White	3	HS	Private	Rural	58.386127	63.47594	70.616348	2.542873	0.859984	0.359636	1	1	1	1	0	3	2
14	9	Female	Hispanic	1	<HS	Public	Rural	71.871509	66.007364	63.476483	2.761866	0.857165	0.504376	1	1	0	0	0	3	2
16	11	Female	Hispanic	2	HS	Public	Town	72.056064	75.190347	76.109711	2.847951	0.896987	0.400811	1	0	0	1	0	3	3
16	11	Female	White	4	Bachelors+	Public	Town	90.617207	91.736469	78.864306	3.19288	0.975883	0.567986	1	1	0	0	0	2	2
14	9	Female	Black	1	Bachelors+	Private	City	70.028624	65.628505	75.561717	2.485328	0.866738	0.653703	1	1	0	1	0	3	1
15	10	Female	White	1	Bachelors+	Public	Suburban	78.19684	69.038111	75.941382	2.753425	0.877697	0.792237	1	0	0	0	0	2	2
16	11	Male	White	2	<HS	Public	City	77.605215	87.990487	80.181274	2.906347	0.865009	1.204078	0	0	1	0	0	2	2
16	11	Female	White	3	SomeCollege	Public	Suburban	78.257214	75.200263	72.971941	2.952826	0.908493	0.931077	1	0	0	1	0	4	2
18	12	Male	Asian	3	SomeCollege	Public	Rural	64.865804	58.388072	65.423679	2.513757	0.86461	0.620365	1	0	0	0	0	4	2
15	10	Female	Hispanic	4	Bachelors+	Public	Suburban	54.622208	60.823602	63.37083	2.259172	0.790932	0.545947	1	0	0	0	1	5	3
17	12	Male	Two-or-more	1	HS	Public	City	84.745083	67.90575	65.09903	2.796358	0.910129	0.753251	1	1	0	0	0	4	1
17	12	Female	White	3	SomeCollege	Public	City	70.541132	80.94987	83.426583	3.25797	0.942023	1.18419	1	1	0	1	1	3	2
16	11	Female	Hispanic	1	<HS	Public	Town	80.091895	76.466099	75.079784	3.425036	0.899289	1.284272	1	1	0	1	0	2	1
18	12	Male	Black	4	SomeCollege	Public	Town	73.319842	73.94876	70.998801	2.815123	0.891766	0.901254	1	0	0	0	0	1	3
15	10	Female	Hispanic	1	HS	Public	Rural	54.66622	55.530988	55.468174	2.211693	0.778141	0.514638	1	0	0	0	0	2	2
18	12	Male	Asian	3	HS	Public	Town	68.498134	65.440967	80.376124	2.905473	0.870888	1.236788	0	1	0	1	1	5	1
14	9	Female	Hispanic	1	<HS	Public	Rural	52.533895	65.573221	67.915368	2.538705	0.789981	0.821155	0	0	1	0	0	2	4
15	10	Female	Hispanic	3	SomeCollege	Public	City	85.838396	88.636696	88.882548	3.488611	0.965856	1.219028	1	0	0	1	0	4	2
16	11	Female	Hispanic	4	HS	Public	Town	91.810672	86.150166	76.112476	3.098494	0.964737	1.125696	1	0	0	0	0	3	2
14	9	Female	White	4	SomeCollege	Public	Suburban	68.87717	73.105144	66.901927	2.997153	0.874876	1.344995	1	0	0	0	0	4	1
18	12	Female	White	2	HS	Private	Suburban	68.126688	77.945903	69.41119	2.805834	0.917859	1.094855	1	0	0	0	1	5	3
14	9	Female	White	3	SomeCollege	Public	Rural	62.705423	63.488853	67.039211	2.532738	0.840415	1.201312	1	0	0	1	0	3	1
17	12	Male	Asian	1	<HS	Private	Suburban	70.922766	70.683596	70.209028	2.456007	0.906548	1.24917	1	0	0	0	1	4	1
17	12	Male	Hispanic	3	HS	Public	Rural	76.764085	85.96613	71.859414	2.615576	0.944257	1.133409	1	1	1	0	0	3	1
16	11	Female	White	2	SomeCollege	Private	Suburban	64.337062	74.10481	74.856875	3.203588	0.859602	0.8433	1	1	1	1	0	4	1
18	12	Female	Black	2	<HS	Public	Suburban	71.774327	67.640079	71.598316	2.851761	0.855915	1.295633	1	1	0	0	1	2	3
17	12	Female	Asian	3	SomeCollege	Public	Town	75.277021	69.264499	76.201461	2.440292	0.901067	1.363455	0	1	0	1	0	4	4
18	12	Female	White	1	SomeCollege	Public	Town	72.674633	76.50256	61.886917	2.799839	0.885153	1.174281	1	1	0	0	0	3	1
16	11	Female	White	4	Bachelors+	Public	City	80.755859	76.322177	75.786604	2.868442	0.919192	0.844514	1	0	0	0	0	3	3
18	12	Female	Hispanic	2	SomeCollege	Public	Rural	78.473041	77.088762	78.295888	2.475641	0.925176	1.377003	1	1	0	0	0	4	2
16	11	Female	White	3	Bachelors+	Public	Suburban	97.598753	86.031191	98.908242	3.970994	1	1.079807	1	1	0	1	0	3	1
17	12	Male	Other	4	HS	Public	Town	61.642394	68.754846	69.535505	2.22947	0.846501	0.853677	1	1	1	0	1	3	2
14	9	Female	White	1	<HS	Public	Suburban	63.592818	73.59343	70.810807	2.680649	0.915403	1.045035	1	0	0	0	1	3	3
15	10	Male	White	3	Bachelors+	Public	Rural	100	97.873805	91.01384	3.795041	0.977976	1.512259	1	0	1	1	0	2	4
17	12	Male	Other	1	<HS	Public	Rural	98.326883	89.69601	91.993679	3.66751	0.99272	1.324296	1	0	0	1	0	3	2
16	11	Male	White	4	HS	Private	Rural	62.17925	81.353598	62.648717	2.359539	0.867799	1.28268	1	0	0	0	0	4	1
17	12	Female	White	2	SomeCollege	Public	City	59.585917	44.190732	57.746452	2.163178	0.78466	0.615377	1	0	0	1	1	3	1
15	10	Male	Hispanic	2	HS	Public	Suburban	70.867424	83.930082	87.065054	3.446906	0.958057	0.898013	1	1	0	0	0	1	3
16	11	Female	Hispanic	3	HS	Public	City	76.384254	77.516638	80.77938	2.93168	0.906799	1.19816	1	1	0	0	0	3	1
14	9	Male	White	2	SomeCollege	Public	Suburban	74.380357	76.250546	72.618121	3.284566	0.945484	1.152244	1	1	0	1	0	2	2
15	10	Male	Two-or-more	4	HS	Public	City	87.571604	88.887165	91.96413	3.189931	0.983868	1.073816	1	0	1	1	1	3	1
17	12	Female	White	2	HS	Public	Town	59.430142	62.178756	62.748091	2.626363	0.827609	0.467635	1	0	0	0	0	2	3
15	10	Female	Black	1	<HS	Public	Rural	78.252945	69.352504	72.519588	2.873154	0.926876	0.940195	1	0	0	0	0	3	1
15	10	Male	White	2	Bachelors+	Public	City	69.786052	70.462462	58.343004	2.806016	0.843825	0.814325	1	1	1	1	0	5	2
17	12	Male	Two-or-more	3	SomeCollege	Public	Town	70.389435	57.737433	76.785348	3.027804	0.855154	0.689386	1	1	0	1	0	2	1
18	12	Female	Asian	3	SomeCollege	Public	Suburban	81.656878	88.886341	90.853342	3.661134	1	0.686212	0	1	0	1	0	3	1
15	10	Male	White	4	Bachelors+	Private	Rural	72.772155	70.459953	72.174104	3.292069	0.879261	1.192881	1	1	0	1	0	5	4
17	12	Male	Hispanic	2	SomeCollege	Public	Suburban	78.497243	69.99628	90.824005	3.194329	0.923727	0.741003	1	1	0	0	0	3	2
14	9	Female	Black	3	HS	Private	Rural	79.310936	78.209678	85.999925	3.202443	0.92804	1.099361	1	0	0	1	1	3	1
15	10	Female	Hispanic	1	HS	Public	Suburban	61.230365	56.109251	62.11263	2.335604	0.8271	0.957722	1	0	0	0	0	5	1
17	12	Female	Two-or-more	3	HS	Public	Suburban	83.488203	71.547554	84.169437	3.484849	0.92027	0.543913	1	0	0	1	0	5	2
14	9	Male	White	4	SomeCollege	Public	Rural	82.790123	74.804479	83.445567	3.133174	0.903102	1.268426	1	0	0	0	0	2	2
14	9	Male	White	3	HS	Public	Suburban	69.052113	80.364407	79.098658	3.08662	0.918245	1.172413	0	0	0	1	0	3	3
16	11	Female	Other	4	Bachelors+	Public	City	82.414255	88.378865	87.48202	3.6035	0.946942	1.296803	1	1	0	1	0	3	3
16	11	Male	White	3	<HS	Private	City	74.031426	82.103919	80.470263	3.108066	0.910647	1.131798	1	1	0	0	0	4	3
18	12	Male	Black	3	SomeCollege	Public	Suburban	76.067483	72.683445	76.429911	2.849969	0.917084	0.67748	1	0	1	1	0	3	1
15	10	Male	White	3	Bachelors+	Public	Suburban	62.476226	72.032275	64.528282	2.91598	0.86943	1.037009	1	1	1	1	0	3	3
17	12	Male	White	3	HS	Public	City	65.801506	60.191653	65.148699	2.722266	0.873232	0.577515	1	0	0	1	0	1	2

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