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
17	12	Female	White	1	<HS	Private	Rural	93.588661	83.067995	90.931287	3.477016	0.984749	1.693534	1	1	0	0	0	3	2
15	10	Male	White	4	SomeCollege	Private	Suburban	77.821148	76.050025	83.089201	3.438673	0.92728	1.420133	1	0	0	1	0	5	2
14	9	Female	Asian	2	SomeCollege	Public	City	65.008882	63.019231	64.535679	2.902788	0.881305	0.738223	1	0	0	0	0	3	3
18	12	Male	Hispanic	4	HS	Private	Rural	68.357871	67.362356	67.803222	2.713682	0.877249	0.5818	1	1	0	0	0	2	1
15	10	Female	White	3	HS	Private	Rural	70.662538	68.362945	66.859866	2.583469	0.818012	0.934606	1	1	0	0	0	1	2
16	11	Female	Asian	1	<HS	Private	Rural	83.780354	74.056547	84.932016	3.853174	0.938158	0.991642	0	1	0	0	1	3	3
15	10	Female	Black	1	HS	Public	Town	84.890782	72.604412	80.318988	3.318619	0.915882	0.948432	0	0	1	0	0	3	1
18	12	Female	White	2	HS	Public	City	74.309689	83.800752	87.792389	3.11417	0.914248	1.074679	0	1	1	0	1	5	1
17	12	Female	White	2	HS	Public	Suburban	74.616655	79.281808	77.583378	3.459535	0.891423	0.655359	1	1	1	0	0	3	1
14	9	Female	White	1	<HS	Public	City	70.363112	78.059384	62.642246	3.12092	0.866373	0.971382	1	1	0	0	1	3	3
18	12	Male	Two-or-more	4	Bachelors+	Private	Town	77.962573	81.958019	78.923011	3.388851	0.933701	1.171774	1	0	1	1	0	3	1
17	12	Female	Black	1	HS	Public	Suburban	67.458004	63.47815	79.248009	3.151579	0.847968	0.952477	0	0	1	1	1	3	1
17	12	Male	White	4	Bachelors+	Public	Suburban	61.704165	63.075796	70.227716	2.53292	0.863785	1.098631	1	0	0	0	0	4	2
18	12	Male	White	4	SomeCollege	Public	City	86.151235	78.236875	69.770705	3.049295	0.895491	0.775808	1	0	0	1	1	1	3
17	12	Male	Hispanic	4	SomeCollege	Public	Suburban	77.375402	68.484578	77.0561	3.139184	0.904534	0.973856	1	1	0	1	0	3	1
18	12	Female	White	2	HS	Public	Suburban	78.871293	74.425232	74.129059	3.004036	0.863523	1.139439	0	1	0	0	1	4	1
16	11	Female	Black	2	SomeCollege	Public	Rural	65.39862	73.636773	71.868596	2.721674	0.854574	0.848625	1	0	0	0	1	2	3
15	10	Female	Hispanic	4	Bachelors+	Private	Rural	71.282845	64.036468	72.141716	3.083933	0.897945	1.015038	1	0	0	1	1	3	2
14	9	Male	Hispanic	1	HS	Public	Suburban	79.1229	71.876375	81.452997	2.752169	0.908977	1.001447	1	1	1	0	0	2	3
15	10	Female	Hispanic	3	<HS	Public	City	77.860009	74.9077	85.528589	3.137377	0.908374	1.543931	1	0	0	1	0	2	2
15	10	Female	Hispanic	1	HS	Public	City	68.955173	78.024051	74.944647	3.129654	0.910094	0.708766	1	1	0	0	0	4	2
17	12	Female	White	4	<HS	Public	Rural	88.788756	83.727978	82.492646	3.441073	0.948152	1.119258	1	1	0	0	0	3	1
17	12	Male	White	1	<HS	Public	Suburban	82.642476	79.034615	94.382011	3.377419	0.932718	1.462051	1	0	0	1	1	3	1
16	11	Female	White	1	SomeCollege	Public	City	67.662071	71.880631	66.196268	3.284665	0.835779	0.570381	1	0	0	0	0	5	2
17	12	Female	Hispanic	2	<HS	Public	Rural	69.217427	72.416472	79.792415	2.544139	0.883967	1.251103	1	0	1	0	0	3	1
15	10	Male	White	2	HS	Public	City	62.645801	79.149033	75.41026	2.876676	0.866925	1.085084	1	0	0	0	0	2	2
14	9	Female	White	3	HS	Public	Suburban	95.968607	92.269461	85.204504	3.968314	0.983897	1.407941	1	1	1	0	0	3	1
16	11	Female	Hispanic	3	SomeCollege	Public	City	82.111992	83.109223	85.733941	2.341588	0.967386	1.011944	1	0	0	1	0	2	1
15	10	Female	White	3	HS	Public	Suburban	95.378754	80.807192	91.891663	3.376991	0.940433	1.741529	1	1	0	0	0	2	2
18	12	Female	Hispanic	3	<HS	Private	City	79.516699	82.000443	72.485899	3.387349	0.949684	1.106441	0	0	0	1	1	2	1
17	12	Male	White	1	<HS	Public	Suburban	74.494464	71.574937	74.505244	3.243334	0.874888	1.221215	0	0	0	1	0	4	1
18	12	Female	Hispanic	1	HS	Public	Town	77.574729	83.750267	69.744297	3.131305	0.928381	1.0053	1	1	0	0	1	3	3
17	12	Female	Black	4	SomeCollege	Public	City	58.85068	70.627697	69.402389	2.983229	0.829682	0.955675	1	1	0	1	0	2	3
14	9	Male	Other	4	SomeCollege	Public	City	69.165794	68.62884	66.521822	2.79773	0.85435	1.170131	1	1	0	1	0	1	3
15	10	Male	Two-or-more	2	<HS	Public	Suburban	65.477958	62.983885	63.034378	2.972329	0.845542	0.862767	0	0	1	0	0	2	2
14	9	Female	Hispanic	4	HS	Public	City	59.271296	74.523054	69.143122	2.429608	0.860605	0.6679	1	0	0	0	0	3	3
15	10	Female	Asian	4	Bachelors+	Public	Rural	86.889465	79.558358	76.597551	3.166499	0.923497	1.189901	1	0	1	0	0	3	1
16	11	Male	Hispanic	2	<HS	Public	Rural	59.203987	62.944702	66.239949	2.426723	0.811659	0.912781	1	0	0	1	0	3	3
15	10	Male	Black	4	SomeCollege	Public	Suburban	80.08139	83.818986	94.959998	3.93864	0.972897	1.391699	1	1	0	1	0	5	1
14	9	Female	White	1	SomeCollege	Public	Rural	72.20758	65.997433	80.091708	3.157831	0.880511	1.102492	1	0	0	0	0	3	2
16	11	Female	White	2	SomeCollege	Private	City	72.014155	75.975047	82.326812	3.595769	0.890595	0.822895	0	1	0	0	0	2	2
16	11	Male	White	1	<HS	Public	Suburban	80.766879	87.38521	82.278195	3.097331	0.954453	0.893078	1	1	1	0	0	5	1
16	11	Female	White	4	Bachelors+	Public	Suburban	84.201985	80.673243	85.885653	3.210701	0.932053	1.315495	1	1	0	1	1	3	1
18	12	Male	Asian	3	HS	Private	Suburban	81.520913	80.990016	81.414136	2.961698	0.931989	1.204063	1	0	0	0	0	3	2
14	9	Female	White	3	HS	Public	Suburban	76.219189	81.158817	66.914661	2.725313	0.896816	1.169413	1	0	0	0	0	4	1
14	9	Female	White	2	HS	Public	Suburban	81.771436	79.597936	81.633356	3.296815	0.926531	0.508135	1	1	0	1	0	2	2
18	12	Female	Hispanic	2	SomeCollege	Public	Suburban	57.799664	61.734599	69.071081	3.117142	0.843343	1.035918	0	1	1	1	1	3	1
14	9	Male	White	3	HS	Public	City	85.189456	85.719662	84.945191	3.166998	0.958912	1.240193	1	1	0	1	0	2	5
18	12	Female	White	4	Bachelors+	Private	Rural	86.076408	87.861089	85.023761	3.919795	0.939124	1.294527	1	1	0	1	1	5	3
16	11	Female	Black	4	Bachelors+	Public	City	74.627566	77.005287	71.260861	2.68639	0.925412	1.043794	1	0	1	1	0	2	2
18	12	Female	Hispanic	4	Bachelors+	Public	Suburban	65.892491	75.179986	81.399223	3.09591	0.910934	1.137461	1	0	0	1	1	2	2
16	11	Male	White	2	HS	Public	City	59.376811	66.209092	53.410438	2.62007	0.800599	1.0056	1	0	0	0	0	3	2
15	10	Male	Two-or-more	4	<HS	Public	Suburban	81.690146	79.530555	86.304395	3.42262	0.958696	0.729742	1	0	1	0	0	4	2
14	9	Male	White	3	<HS	Public	Suburban	88.764612	86.906735	79.803795	2.836927	0.96908	1.623348	1	1	1	0	0	2	1
16	11	Male	White	1	SomeCollege	Public	Suburban	68.106279	71.516636	60.889474	2.94599	0.809811	1.077772	0	1	0	1	0	2	3
14	9	Female	White	3	SomeCollege	Public	Town	80.852541	75.787687	66.837718	2.816009	0.924914	0.965934	1	0	0	0	0	5	1
15	10	Male	Hispanic	2	HS	Public	City	76.22902	85.636705	80.707945	2.899515	0.933498	1.051184	1	1	1	0	0	3	1
16	11	Male	Hispanic	3	SomeCollege	Public	City	87.598993	92.158252	89.014769	4	0.96937	1.628334	1	1	0	0	0	3	3
17	12	Female	White	2	<HS	Public	Suburban	71.902309	81.711099	65.497675	2.711952	0.901056	1.337279	1	0	1	0	0	3	1
15	10	Female	Asian	3	HS	Public	Rural	65.293444	62.763073	73.901253	3.205741	0.912783	0.519407	1	0	0	1	0	3	2
15	10	Female	Hispanic	3	SomeCollege	Public	Suburban	67.051267	62.990999	68.498108	2.451246	0.864574	0.887234	1	1	0	1	0	3	1
14	9	Female	Hispanic	3	SomeCollege	Private	Suburban	91.8963	81.680732	93.644994	3.415319	0.9687	1.714299	1	1	0	1	0	2	2
18	12	Male	Black	1	HS	Public	City	81.246295	77.174956	79.949627	3.573221	0.916123	0.928861	0	0	0	1	0	4	3
16	11	Male	Hispanic	2	Bachelors+	Public	City	79.421531	70.011872	66.130159	3.062167	0.874772	0.438265	1	0	0	1	0	3	2
14	9	Female	Hispanic	3	SomeCollege	Public	Rural	82.25339	79.158081	89.809734	3.490623	0.932441	0.771721	0	0	0	0	0	2	1
16	11	Male	White	2	HS	Public	Suburban	79.055205	91.047149	97.765103	3.880235	0.923889	1.44333	1	1	0	1	0	3	2
16	11	Female	Hispanic	4	SomeCollege	Private	Rural	84.275667	85.775063	85.226516	3.363318	0.910436	1.204573	1	0	0	1	0	4	2
18	12	Male	Hispanic	2	HS	Private	Rural	67.086878	74.781639	58.889584	2.405179	0.863937	0.814901	1	1	1	1	1	3	2
16	11	Male	White	2	SomeCollege	Public	Town	87.234839	68.606252	74.014584	2.902111	0.891753	1.202099	1	0	0	1	1	3	1
17	12	Male	Hispanic	3	SomeCollege	Private	Rural	78.337923	78.357318	81.211765	2.377919	0.945673	1.754507	1	0	1	0	0	3	1
15	10	Male	Black	2	HS	Private	Rural	87.883289	74.493152	85.104575	3.610489	0.942676	1.012818	1	0	0	0	0	3	2
14	9	Female	White	1	<HS	Public	Suburban	74.419304	68.666185	83.839221	3.349961	0.926566	0.813515	1	0	0	0	1	4	2
18	12	Female	Hispanic	3	Bachelors+	Public	Suburban	77.700905	78.671597	77.884439	2.556569	0.934055	0.429972	1	0	0	1	0	3	1
16	11	Female	Black	1	SomeCollege	Public	Rural	79.47337	80.613575	89.8782	3.388212	0.934834	1.221421	1	1	1	0	0	2	3
15	10	Male	Hispanic	1	HS	Public	Suburban	74.133001	76.024816	70.162292	2.771941	0.906996	1.011288	1	1	1	1	0	2	1
15	10	Male	Hispanic	4	Bachelors+	Private	Rural	75.6755	72.625104	68.33582	2.966099	0.872208	0.57267	1	1	0	1	0	3	2
18	12	Male	Hispanic	2	<HS	Public	City	75.241108	70.703906	81.311423	2.981494	0.895752	0.624494	1	0	1	0	0	5	2
15	10	Female	Black	3	SomeCollege	Public	Suburban	87.940643	78.465129	80.719684	3.112871	0.941826	1.287432	1	0	0	1	1	5	2
18	12	Female	White	1	HS	Public	Rural	79.310777	83.867581	83.492897	3.134775	0.935527	1.019368	1	1	0	0	1	4	3
16	11	Female	White	3	SomeCollege	Public	Rural	85.962824	85.095818	87.964605	3.74528	0.937597	1.578133	1	0	0	0	0	3	3
17	12	Female	Hispanic	4	HS	Public	Suburban	92.544065	90.31567	78.951168	3.627045	0.933191	0.37215	1	1	0	0	0	2	1
17	12	Male	White	3	SomeCollege	Public	City	75.857461	83.68513	77.725673	2.580595	0.945287	1.117953	1	1	0	0	0	3	2
17	12	Female	White	4	HS	Public	Suburban	79.145833	72.5095	82.970388	3.36723	0.921748	1.324863	1	1	0	0	0	2	3
14	9	Male	Hispanic	2	SomeCollege	Public	City	59.048577	63.353187	71.181225	2.561207	0.843272	0.766828	1	0	0	0	0	2	3
14	9	Female	White	2	<HS	Public	City	69.944818	86.902975	74.955738	2.731618	0.915834	0.668318	1	0	0	1	0	3	1
14	9	Male	White	4	SomeCollege	Private	City	62.795064	57.942773	66.794601	2.131225	0.861126	0.243951	1	1	0	0	0	2	2
15	10	Female	Hispanic	2	HS	Public	Suburban	59.39295	69.447016	69.885557	2.718672	0.863442	0.92442	1	1	0	1	0	2	1
15	10	Female	White	3	SomeCollege	Public	City	81.569972	75.59678	86.968902	3.357401	0.938457	1.117245	1	1	0	0	0	2	1
16	11	Female	Hispanic	3	SomeCollege	Public	Suburban	74.720839	63.506022	62.151003	2.975762	0.859464	1.237457	1	1	0	1	1	2	1
18	12	Female	Hispanic	4	HS	Public	City	83.571631	65.173403	75.474604	3.055139	0.915079	1.085432	1	0	0	0	1	3	1
17	12	Female	White	2	SomeCollege	Public	Suburban	60.213971	61.854977	77.536834	3.172492	0.894591	1.191606	1	0	0	1	0	3	1
18	12	Male	White	3	SomeCollege	Public	Suburban	75.770421	74.313946	73.805114	3.091215	0.917633	0.849624	1	1	0	1	0	3	1
15	10	Male	White	4	Bachelors+	Public	City	72.523817	69.799633	60.64531	3.338067	0.866784	0.447071	1	1	1	1	0	2	3
18	12	Male	Other	2	HS	Public	Rural	56.39625	60.025866	57.718079	2.181978	0.854744	0.710556	0	0	0	0	0	4	1
16	11	Male	Asian	1	<HS	Public	Town	77.26182	78.723624	81.93712	2.773656	0.864786	1.124857	0	1	0	0	0	4	2
18	12	Female	White	4	HS	Private	Rural	84.241139	85.400949	71.248356	3.345421	0.945318	0.70033	1	1	0	1	0	4	3
17	12	Male	Black	3	Bachelors+	Public	Suburban	80.676193	80.495215	85.296448	3.375349	0.945495	0.966873	1	1	0	1	0	2	3
14	9	Male	White	1	HS	Public	Rural	65.413131	79.779591	76.652954	2.763595	0.887799	0.705644	0	1	0	0	0	3	4
14	9	Female	White	4	Bachelors+	Public	Suburban	74.562581	77.883363	69.500351	2.791648	0.885929	0.95425	1	0	0	0	0	3	2
18	12	Male	White	1	<HS	Private	City	79.160019	74.538018	67.467904	3.193948	0.925627	0.871014	1	1	1	1	0	3	1

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