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
18	12	Female	Black	1	<HS	Public	Suburban	68.553434	79.615272	79.079526	2.745538	0.916233	0.848328	1	1	1	0	1	2	2
15	10	Female	White	3	SomeCollege	Public	Rural	68.295995	73.187611	79.166046	2.627935	0.870797	1.393541	1	0	0	1	0	4	3
14	9	Female	Black	4	Bachelors+	Public	Town	54.68883	68.243873	62.238533	2.179407	0.820297	0.335874	1	0	0	1	0	2	2
16	11	Male	White	4	HS	Public	City	74.848327	74.99947	76.243433	3.059904	0.934543	0.688519	1	1	1	0	1	1	2
14	9	Male	White	2	Bachelors+	Public	Rural	90.613821	79.988849	88.145591	3.278292	0.972566	1.419957	1	0	0	0	0	5	1
17	12	Female	Hispanic	4	HS	Public	City	64.335959	60.985043	68.781186	2.301827	0.806817	0.847955	1	0	1	0	0	3	1
18	12	Female	Hispanic	3	SomeCollege	Public	City	65.303164	71.831488	62.674478	2.182265	0.90282	0.960785	1	0	0	0	0	4	1
16	11	Male	White	1	HS	Public	Suburban	78.839049	76.881401	84.612742	3.279553	0.915161	1.191316	1	1	1	0	0	2	2
15	10	Female	White	4	Bachelors+	Public	City	97.01683	90.015878	94.268816	3.659347	1	1.192799	1	1	0	0	0	5	4
14	9	Female	White	1	<HS	Public	Suburban	79.487693	66.485216	69.916598	2.464887	0.89482	0.852211	1	0	0	0	0	3	1
18	12	Female	Asian	1	<HS	Public	City	82.094574	75.22001	80.838154	2.529402	0.920461	1.198688	0	1	0	1	1	3	4
17	12	Male	White	1	<HS	Public	Suburban	50.373941	53.86339	56.413392	2.167767	0.790517	0.69682	1	1	0	0	0	3	3
15	10	Female	White	2	Bachelors+	Public	Town	73.284812	68.881348	70.677944	3.15967	0.860626	0.443906	1	0	0	1	1	3	2
14	9	Male	Black	3	SomeCollege	Public	Town	69.648537	61.919044	64.181893	2.59212	0.841154	0.75256	1	0	0	1	0	4	3
16	11	Female	Black	4	Bachelors+	Public	City	81.214107	80.10254	81.336662	3.196637	0.926685	0.976224	1	1	0	0	0	4	2
15	10	Female	Hispanic	4	Bachelors+	Public	Suburban	72.432362	60.7002	61.543525	2.345334	0.849959	0.850265	1	1	1	0	0	3	3
18	12	Female	Asian	3	<HS	Public	Suburban	66.828534	75.01376	62.940399	2.140124	0.838809	1.153096	1	1	0	0	1	2	2
15	10	Female	White	4	Bachelors+	Public	City	77.589905	74.203659	81.880807	3.575015	0.91451	1.165448	1	1	0	1	0	2	2
15	10	Female	White	3	Bachelors+	Public	Suburban	76.251715	64.569687	68.750469	2.371038	0.819386	0.48347	1	0	0	0	0	3	1
14	9	Male	Black	4	<HS	Private	Town	78.410602	66.339439	68.768827	3.166213	0.918436	0.79339	1	1	0	0	0	4	5
17	12	Male	White	2	<HS	Public	Suburban	78.156924	80.419419	67.876525	2.607571	0.871203	1.430469	1	0	1	0	0	4	1
14	9	Male	White	3	<HS	Public	Town	70.908174	74.821039	74.037517	2.6186	0.895579	0.790242	1	0	1	0	0	4	2
16	11	Female	Asian	3	HS	Private	Town	76.371657	77.950103	85.009251	3.133296	0.926994	1.444678	1	1	0	1	0	3	1
18	12	Female	Black	2	HS	Public	Suburban	67.870612	70.644423	68.64336	3.173501	0.812113	0.920898	1	0	0	1	0	2	2
15	10	Male	Hispanic	3	Bachelors+	Public	Rural	100	92.41125	97.362551	4	0.99594	1.236809	1	1	0	1	0	2	1
15	10	Female	Black	2	SomeCollege	Public	Suburban	86.600335	81.015006	86.001933	3.094135	0.929491	1.094438	0	0	0	1	0	3	1
18	12	Female	Hispanic	3	HS	Public	City	69.4714	83.022094	77.467151	2.825232	0.899823	0.966064	1	1	0	0	0	2	3
16	11	Male	Hispanic	2	SomeCollege	Public	Rural	67.252372	67.102455	65.380514	2.930845	0.850367	0.686597	1	0	0	0	0	2	3
17	12	Male	White	3	HS	Public	Suburban	82.280476	82.630805	86.82688	3.377607	0.963795	1.138861	1	1	1	0	0	2	1
14	9	Male	Black	3	Bachelors+	Public	Suburban	74.00948	73.340459	70.853728	2.902156	0.929824	1.350595	1	0	0	1	0	4	2
17	12	Female	Hispanic	4	HS	Private	Suburban	68.119657	67.418029	63.560574	3.034848	0.852598	1.062746	1	1	0	0	1	4	1
18	12	Male	Other	3	Bachelors+	Public	Suburban	80.100525	69.072556	68.36019	3.07551	0.846386	0.770962	1	0	0	0	1	2	1
17	12	Female	White	3	SomeCollege	Public	Rural	84.82665	75.134004	87.881789	3.004345	0.913077	1.392986	1	0	1	0	0	2	1
16	11	Female	White	2	HS	Public	Suburban	70.768818	64.647637	63.286352	1.979709	0.804766	0.951042	1	1	0	0	0	3	1
15	10	Male	Two-or-more	2	SomeCollege	Private	Suburban	78.532377	91.750368	88.746264	3.471489	0.942094	1.616432	1	0	0	0	0	4	4
15	10	Female	Hispanic	1	HS	Public	Suburban	60.699117	64.298288	56.814475	3.033283	0.824856	0.571982	1	0	0	0	0	3	2
18	12	Male	Asian	2	HS	Public	City	64.218543	70.399586	67.938398	2.834963	0.851402	0.71683	1	0	0	0	1	4	5
18	12	Male	White	3	SomeCollege	Public	Suburban	78.665657	71.284209	62.744762	2.484528	0.898348	0.47393	1	0	0	1	0	3	1
17	12	Male	White	3	SomeCollege	Public	Rural	63.738654	58.623532	56.275372	2.422912	0.830023	0.26845	1	0	0	0	0	5	3
15	10	Male	Hispanic	1	<HS	Public	Rural	68.430614	66.646098	74.684982	2.476515	0.898832	0.542474	1	0	0	0	0	4	1
18	12	Male	Hispanic	2	SomeCollege	Public	Suburban	77.601681	71.514199	78.213525	3.360814	0.934151	1.334676	1	1	0	0	1	4	2
18	12	Female	White	2	Bachelors+	Public	City	76.17674	61.474121	81.462107	2.315445	0.882201	1.403912	1	0	0	1	1	3	2
14	9	Male	White	4	Bachelors+	Private	City	73.388535	75.266172	63.187575	3.17	0.898148	1.100248	1	0	0	1	0	2	3
18	12	Male	White	2	Bachelors+	Public	City	74.277158	65.031807	61.03736	2.666666	0.864808	0.769228	0	1	0	1	0	2	2
14	9	Female	White	4	Bachelors+	Public	Town	81.178263	90.077572	86.291226	3.55319	0.957286	1.308161	1	0	0	1	1	3	3
16	11	Female	Hispanic	1	HS	Public	Suburban	71.359607	84.474314	88.700672	3.394192	0.912713	1.680825	1	0	0	1	0	4	1
18	12	Female	Asian	3	HS	Public	City	84.249182	91.508419	95.173041	3.614127	0.991104	1.349999	1	0	0	1	1	4	3
17	12	Male	White	3	SomeCollege	Public	Rural	82.372897	79.781556	62.870697	2.972503	0.89876	1.530894	1	1	0	0	1	3	1
14	9	Female	White	4	Bachelors+	Public	Suburban	60.072126	67.030484	71.14536	2.710601	0.860699	0.772408	1	1	0	0	0	3	4
18	12	Male	Asian	4	Bachelors+	Public	Suburban	90.988399	88.776557	84.390007	3.400305	0.936874	1.543866	1	1	0	0	1	3	3
17	12	Female	White	2	SomeCollege	Private	Suburban	75.433975	69.940185	70.53673	3.30858	0.869829	1.282224	1	1	1	0	0	4	3
17	12	Male	Asian	2	HS	Public	Suburban	85.035167	78.10747	83.505282	2.31622	0.937406	0.845059	1	0	0	0	1	4	3
16	11	Female	Black	2	<HS	Public	Suburban	68.417812	69.798454	76.54905	3.127317	0.920955	1.20847	1	0	0	0	0	2	5
14	9	Female	White	4	SomeCollege	Public	Suburban	74.832835	75.226961	90.770665	3.139251	0.938881	1.033801	1	0	0	0	0	4	2
15	10	Male	Asian	2	Bachelors+	Public	City	69.321807	76.112351	79.037399	2.8786	0.883628	0.921091	0	1	0	0	0	2	2
16	11	Female	Two-or-more	1	HS	Public	Suburban	76.038005	73.47227	79.367436	2.364527	0.926023	0.917075	1	1	1	0	0	4	1
17	12	Female	White	1	HS	Private	Suburban	80.330786	73.418257	72.582293	3.299737	0.884266	1.159232	1	1	0	0	0	4	1
18	12	Male	Other	3	Bachelors+	Public	Town	70.987073	73.506011	67.582123	2.767999	0.892825	1.153499	1	0	0	0	1	3	1
16	11	Female	Hispanic	3	SomeCollege	Public	Town	71.507672	71.93568	62.836713	2.807149	0.845781	1.1245	1	1	1	0	0	4	1
14	9	Male	Asian	2	SomeCollege	Public	Suburban	80.472783	79.396432	70.472555	2.785007	0.957244	1.089407	1	1	0	0	0	1	1
16	11	Female	White	1	<HS	Public	City	82.667368	86.904856	78.787352	3.072991	0.904859	0.612757	1	1	0	0	0	3	2
15	10	Male	White	3	Bachelors+	Public	Suburban	68.914421	70.958647	79.575861	2.73266	0.874859	0.55154	1	0	0	1	0	4	2
15	10	Female	Hispanic	2	HS	Public	Suburban	81.077901	80.359168	81.500449	3.65037	0.899676	0.741719	0	0	1	1	0	4	2
17	12	Female	Other	2	<HS	Public	Town	73.422528	76.583465	68.13459	3.382954	0.884526	1.330695	1	1	0	0	0	2	2
16	11	Male	Hispanic	4	SomeCollege	Private	Suburban	80.40399	70.803809	73.298504	2.825798	0.952281	1.25342	1	0	0	0	0	4	2
16	11	Male	White	4	SomeCollege	Public	City	72.483564	77.603522	74.495046	2.910189	0.908936	1.335976	1	1	0	1	1	4	3
16	11	Female	White	3	HS	Public	Suburban	63.884798	50.940859	56.155125	2.432092	0.809877	0.744607	1	0	0	1	0	2	1
16	11	Male	Hispanic	3	<HS	Public	City	57.563785	48.425767	55.75116	2.088162	0.802364	0.51832	1	1	0	0	0	2	4
17	12	Female	White	1	<HS	Public	Suburban	92.720358	80.514635	81.23268	3.570492	0.924898	0.593969	1	0	0	0	1	2	3
14	9	Female	Hispanic	1	HS	Public	Town	71.655718	65.975431	73.718472	3.212283	0.881502	1.112933	1	0	1	0	0	4	2
16	11	Female	Asian	4	Bachelors+	Public	Town	73.908723	83.72011	65.461893	3.616369	0.900607	1.110884	1	0	0	0	1	2	1
14	9	Female	White	2	SomeCollege	Public	City	83.548262	90.149068	79.441859	3.512459	0.920261	0.969328	1	0	1	0	0	3	2
17	12	Female	Hispanic	4	<HS	Public	Town	86.8268	88.526752	84.877717	3.415019	0.968817	0.417433	1	0	0	0	1	3	1
17	12	Male	Two-or-more	1	SomeCollege	Public	Suburban	97.718863	93.312242	97.959653	4	1	1.265866	0	0	0	0	1	2	2
17	12	Female	White	4	Bachelors+	Public	Rural	66.544038	64.177816	74.042704	2.44501	0.889101	0.906467	1	1	0	1	0	3	2
17	12	Male	Black	1	HS	Public	City	56.976523	69.857679	70.235281	2.444406	0.882437	0.420781	1	1	0	0	0	3	3
18	12	Male	White	4	Bachelors+	Public	Suburban	72.521929	73.502747	65.655039	2.567515	0.842354	1.042425	1	1	0	1	0	2	1
17	12	Male	Two-or-more	1	SomeCollege	Public	City	78.910266	80.63739	92.74329	3.290298	0.933381	0.786341	1	1	0	0	0	2	3
18	12	Female	White	3	HS	Public	Suburban	76.11586	75.368077	80.006918	3.030206	0.877644	1.005134	1	0	0	1	0	3	3
18	12	Male	White	3	Bachelors+	Private	Suburban	70.896225	76.162659	70.876171	3.085115	0.907651	0.963271	1	0	0	1	0	1	2
18	12	Female	White	4	HS	Public	Suburban	66.217029	65.644666	66.790308	2.184437	0.874291	0.588286	1	1	0	1	0	3	3
14	9	Male	White	3	Bachelors+	Public	Suburban	100	94.134552	88.809294	4	1	1.828814	1	1	0	1	0	3	1
16	11	Male	Black	2	Bachelors+	Private	Suburban	56.752959	56.891673	64.546809	2.379071	0.796409	0.42191	1	0	0	0	1	4	2
16	11	Female	Hispanic	1	<HS	Public	Rural	71.773459	74.474065	71.341548	2.352127	0.917383	1.128544	0	0	0	0	0	3	3
16	11	Female	Hispanic	4	SomeCollege	Private	Suburban	68.733102	76.464724	66.209762	2.548952	0.829362	0.937993	1	1	0	1	0	2	2
16	11	Female	White	3	Bachelors+	Public	City	73.850429	75.06905	84.772902	2.819406	0.923179	0.606126	1	1	0	0	0	3	2
14	9	Male	White	2	HS	Private	Suburban	82.792931	86.756665	88.717097	3.935925	0.977351	1.150112	1	1	0	0	0	3	3
14	9	Female	Black	4	SomeCollege	Public	Rural	67.45002	78.405481	78.748466	3.225412	0.88905	0.649418	1	0	0	0	1	2	3
15	10	Male	Black	1	SomeCollege	Public	City	66.788502	66.717604	68.068981	2.931991	0.86009	0.701787	1	0	0	1	0	4	1
16	11	Male	White	2	SomeCollege	Public	City	72.296089	79.012798	84.619013	3.197389	0.918403	0.575447	1	1	0	0	0	4	2
17	12	Female	Asian	4	SomeCollege	Public	Suburban	62.581564	62.506298	63.30639	2.786682	0.824185	0.46162	1	0	0	1	0	2	1
17	12	Male	Hispanic	4	SomeCollege	Private	Suburban	90.230729	82.652662	90.659969	3.330625	0.962437	1.021949	1	1	0	0	0	3	1
16	11	Female	White	2	<HS	Public	City	85.907771	93.346948	82.751261	3.679793	0.995624	1.494519	1	1	0	0	1	2	2
14	9	Male	White	1	<HS	Public	City	64.707765	52.085783	65.752323	2.264755	0.893248	0.791106	1	0	0	0	0	2	3
16	11	Female	Hispanic	1	HS	Public	Town	95.261946	89.458499	85.295636	3.834401	1	1.298302	1	0	0	1	0	2	1
14	9	Male	Black	1	HS	Public	Suburban	85.186443	86.787701	92.201623	3.841697	0.993706	0.989702	1	0	0	0	0	1	2
16	11	Male	Hispanic	3	HS	Public	Rural	51.759503	53.040839	40.909841	1.468158	0.808238	0.679569	0	0	0	1	0	3	1
17	12	Male	White	3	SomeCollege	Public	Town	47.706214	57.758042	49.803168	2.255578	0.761253	0.505788	1	0	0	1	0	4	2
15	10	Female	Hispanic	2	HS	Public	Suburban	72.883893	66.747598	72.148442	2.817264	0.847239	1.253708	1	1	1	1	1	2	2
15	10	Male	Other	4	SomeCollege	Public	Rural	83.715436	74.560452	74.416773	2.292477	0.951958	1.864288	1	1	1	0	0	2	1

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