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
14	9	Male	Black	4	SomeCollege	Public	City	78.649417	75.357513	67.487706	2.313413	0.92584	0.72618	1	0	1	0	0	5	3
16	11	Male	Black	1	<HS	Public	Town	67.515526	64.527295	69.411339	3.045126	0.857752	1.001976	0	1	0	0	1	5	3
16	11	Female	Hispanic	3	SomeCollege	Public	Suburban	61.087721	62.584115	60.375799	2.007544	0.854037	1.2612	1	1	0	1	0	2	1
18	12	Male	Hispanic	3	HS	Private	Suburban	99.245874	87.220228	82.893905	3.559589	1	1.271187	1	1	0	0	0	4	2
15	10	Female	Hispanic	1	HS	Public	Town	75.623906	68.249756	89.586341	2.950491	0.918542	1.462178	1	1	0	0	0	3	2
16	11	Female	Black	1	<HS	Public	City	73.145614	87.588632	76.025691	3.155873	0.898691	0.490863	0	1	0	1	0	4	2
17	12	Female	White	3	HS	Public	Suburban	64.896729	59.245355	59.131205	2.341121	0.854296	0.359301	1	0	0	0	0	2	1
17	12	Male	Black	3	SomeCollege	Public	City	54.310006	62.100046	60.231473	2.90344	0.828653	1.007936	1	1	0	0	1	2	1
15	10	Male	Hispanic	4	HS	Public	City	62.975549	70.256902	64.481966	2.598395	0.842858	0.621753	1	0	0	1	0	2	2
18	12	Female	White	4	Bachelors+	Private	Suburban	68.535781	53.500152	62.074594	2.525645	0.816772	0.471814	1	1	0	1	0	3	1
15	10	Female	White	2	<HS	Public	City	56.993682	65.160892	70.67674	2.683872	0.871892	1.03	1	1	0	0	0	2	3
15	10	Male	White	3	HS	Public	Suburban	93.541837	79.896709	91.366564	3.524985	0.98925	1.586933	1	0	0	0	1	5	2
14	9	Female	Asian	1	<HS	Public	Rural	89.331314	93.920401	89.863969	3.43189	0.982427	0.859108	0	0	0	0	0	2	2
15	10	Male	White	2	<HS	Public	Suburban	77.735077	73.145175	81.770347	2.525216	0.946178	1.097097	1	1	0	0	0	2	2
15	10	Male	Black	1	HS	Public	City	59.883035	48.233566	53.843962	2.0381	0.761409	0.995511	1	0	0	1	1	2	3
16	11	Female	White	4	Bachelors+	Public	Rural	73.42148	65.654863	71.813272	3.038299	0.870585	0.947671	1	1	1	1	1	2	1
14	9	Female	White	1	SomeCollege	Public	City	78.998348	72.441999	76.623468	2.641606	0.921141	0.885023	0	1	0	0	0	2	3
16	11	Male	Hispanic	1	HS	Public	City	75.71425	58.188095	68.458922	2.349784	0.89208	0.921204	0	0	0	1	0	2	1
14	9	Male	White	3	SomeCollege	Public	City	70.367111	85.300042	83.899441	2.383916	0.89976	0.191682	1	1	0	1	0	2	2
18	12	Male	Hispanic	4	Bachelors+	Public	Suburban	72.63978	57.782105	73.583214	2.966912	0.854344	1.333275	1	0	0	1	0	2	2
14	9	Female	Asian	2	<HS	Public	Town	81.293954	85.828072	81.22341	3.224566	0.927044	1.93285	1	0	0	0	0	3	4
16	11	Male	White	3	HS	Public	City	93.788995	75.607977	89.936992	3.09736	0.930538	1.475435	1	1	1	1	0	2	2
18	12	Male	Black	4	HS	Public	City	82.844083	90.0371	94.408495	4	0.965924	1.416987	1	1	0	0	1	3	1
14	9	Male	Hispanic	1	HS	Public	Suburban	72.109896	77.810115	71.087773	2.249923	0.88521	0.738687	0	1	0	0	0	2	1
15	10	Male	White	3	SomeCollege	Public	Suburban	87.211147	82.644097	80.966135	3.4672	0.944925	1.591597	1	0	0	1	0	4	1
17	12	Male	White	1	<HS	Public	Suburban	96.687283	74.948711	85.639125	3.389893	0.945166	0.90927	1	0	0	0	0	1	1
18	12	Male	Hispanic	1	HS	Public	Suburban	65.145638	49.134997	55.716123	1.8243	0.800086	0.918613	1	0	0	0	0	2	2
18	12	Female	White	3	<HS	Public	City	69.977087	63.968048	70.086725	2.503818	0.878639	0.779362	1	1	0	0	0	4	1
16	11	Female	Black	4	SomeCollege	Public	Town	92.520856	86.789834	95.961777	3.857634	0.974776	1.867348	1	1	0	0	0	2	1
14	9	Female	Black	1	SomeCollege	Public	Suburban	71.556381	76.379704	76.426167	3.017526	0.897265	1.124356	0	1	0	0	0	3	2
18	12	Male	Other	2	SomeCollege	Public	City	70.802616	66.219367	64.344276	2.916909	0.821383	1.086798	1	1	0	1	1	3	2
14	9	Male	White	1	<HS	Public	Rural	85.876661	75.249186	71.31095	2.896742	0.898779	0.879384	1	0	0	0	0	2	2
17	12	Female	White	1	HS	Public	City	53.851272	58.181674	53.946051	1.922653	0.801999	0.610742	1	1	1	0	1	3	2
16	11	Female	White	3	SomeCollege	Public	Town	79.441398	72.627321	76.682241	2.83494	0.896043	1.130345	1	0	0	1	0	2	3
17	12	Male	White	3	HS	Public	City	82.80872	92.750441	99.205661	4	0.999333	1.262179	0	0	0	0	0	2	1
14	9	Female	White	4	HS	Public	Suburban	64.367325	64.798404	72.910685	2.876045	0.853153	0.859146	1	1	0	1	0	2	3
17	12	Female	White	4	Bachelors+	Public	Town	62.626789	62.710044	57.912056	2.651821	0.844547	0.596096	1	1	0	0	0	3	1
17	12	Male	Two-or-more	3	SomeCollege	Private	City	94.695165	90.847447	92.605765	3.670354	1	1.750265	1	0	0	1	1	3	4
15	10	Male	Black	1	<HS	Public	Suburban	77.713526	71.108907	71.64776	2.594043	0.89522	0.987899	1	1	0	1	0	1	1
18	12	Female	White	4	HS	Public	City	75.479125	86.537003	81.773486	3.582453	0.913502	1.459379	1	0	0	0	1	2	2
15	10	Male	White	3	SomeCollege	Public	Town	81.227575	80.520086	91.397145	3.578163	0.911274	1.237085	1	0	0	0	0	3	2
18	12	Female	Asian	3	SomeCollege	Public	Suburban	79.602793	80.018953	78.959601	2.855352	0.917223	0.863039	1	1	0	1	0	4	1
15	10	Male	Hispanic	3	SomeCollege	Public	Town	81.966337	94.851231	76.003119	3.628749	0.956327	1.254922	1	0	0	1	0	2	3
17	12	Male	White	2	SomeCollege	Public	City	85.95162	83.082162	92.387528	3.873858	0.97019	1.448128	0	0	0	1	1	3	2
18	12	Female	Asian	1	<HS	Public	Suburban	77.591856	74.654601	76.407332	3.107285	0.899914	1.736711	1	0	0	0	0	3	1
14	9	Male	White	3	SomeCollege	Private	Suburban	69.87187	74.229081	75.480873	2.903689	0.903808	1.386024	1	1	0	1	0	3	1
18	12	Female	Hispanic	1	SomeCollege	Public	City	65.599415	70.440733	75.859666	2.719131	0.876631	0.538658	0	1	0	0	0	2	1
15	10	Female	Two-or-more	4	Bachelors+	Public	Rural	85.350395	78.92633	84.056995	3.431224	0.947472	1.628858	1	1	0	1	0	3	1
14	9	Female	Black	2	HS	Public	City	69.962209	69.837265	61.266352	2.452657	0.866348	0.432181	1	0	0	0	0	4	2
17	12	Female	White	4	SomeCollege	Public	City	77.246126	70.001982	62.838251	3.266983	0.863466	1.271479	1	0	0	0	0	5	2
15	10	Female	Hispanic	1	HS	Public	Rural	90.869601	93.575649	86.763908	4	1	1.619322	1	0	0	1	0	4	2
15	10	Female	White	3	HS	Public	City	70.40767	78.793804	91.600703	3.141436	0.871817	1.288968	1	1	1	1	1	3	1
14	9	Male	White	3	HS	Public	City	67.9513	75.724816	70.534964	2.656629	0.867213	0.690747	1	1	0	1	0	4	1
14	9	Female	White	1	HS	Public	Suburban	70.180174	72.533188	74.365908	3.453378	0.886211	0.586184	1	1	0	1	0	4	2
14	9	Male	Black	3	SomeCollege	Public	City	78.094446	77.408873	74.078338	3.076566	0.944994	0.366465	1	0	0	0	0	3	2
16	11	Male	Hispanic	1	HS	Public	City	72.919895	91.467003	80.544538	3.450918	0.91271	0.869611	1	1	1	0	0	2	2
16	11	Female	Hispanic	1	SomeCollege	Public	Rural	72.122484	69.794531	73.829703	2.39487	0.918701	0.98149	1	0	0	0	0	5	1
17	12	Male	Black	3	Bachelors+	Private	City	92.766362	88.014233	89.599173	3.592414	0.97873	0.996327	1	1	0	1	1	2	1
17	12	Male	Two-or-more	4	Bachelors+	Public	Suburban	75.238804	68.49026	78.174965	3.17448	0.881894	1.376863	1	1	0	1	0	2	2
17	12	Male	Hispanic	2	HS	Public	Suburban	82.382866	63.11352	69.199424	2.714096	0.86179	1.36949	1	1	0	0	0	4	2
16	11	Female	Hispanic	2	SomeCollege	Public	City	71.296254	61.595998	69.98811	2.391661	0.877684	1.085285	1	0	0	1	0	3	3
15	10	Female	White	4	Bachelors+	Public	City	61.283861	66.048985	65.437984	2.578741	0.855195	0.507576	1	1	0	0	0	3	2
16	11	Male	Hispanic	2	SomeCollege	Public	City	66.449706	61.428852	62.794245	2.738106	0.833543	0.359487	1	1	0	0	0	2	2
18	12	Female	White	2	SomeCollege	Public	Suburban	72.595302	73.900251	71.79245	3.176456	0.906407	0.652081	1	0	0	0	0	3	1
15	10	Female	Hispanic	2	HS	Public	City	75.218665	71.106751	83.078205	2.903995	0.941631	1.019108	1	0	0	1	0	3	3
17	12	Female	Black	2	HS	Public	Suburban	57.431121	53.27068	46.643957	2.275544	0.767016	1.143501	0	1	0	1	0	2	4
16	11	Male	Black	2	HS	Public	City	73.095538	68.862532	71.920668	2.344518	0.889683	1.229356	1	0	0	0	0	4	1
17	12	Female	Hispanic	2	HS	Public	Suburban	68.729408	76.718742	72.715543	2.713746	0.883686	1.189154	1	1	1	1	0	2	2
15	10	Female	Hispanic	1	<HS	Public	Rural	80.546783	76.813902	84.158843	3.185325	0.910146	1.268491	1	0	0	0	0	2	1
18	12	Female	White	2	HS	Public	Suburban	70.237858	73.90729	75.295423	2.801735	0.854935	1.147146	1	1	0	1	1	2	1
17	12	Female	White	2	SomeCollege	Public	Suburban	80.325471	63.293292	69.312184	3.197658	0.854143	0.910848	0	0	0	1	0	3	2
17	12	Female	Two-or-more	3	Bachelors+	Public	Rural	74.916023	85.727266	83.063774	3.471799	0.916634	1.064301	1	1	0	0	1	3	2
16	11	Male	Hispanic	2	<HS	Public	Rural	85.261672	75.491866	90.013749	3.19066	0.932994	0.95321	1	0	0	1	1	3	1
18	12	Female	White	1	<HS	Public	Suburban	75.773623	70.133468	69.80608	3.111199	0.927868	0.79438	1	0	0	1	0	1	2
14	9	Female	Hispanic	1	HS	Public	Suburban	66.183684	69.986239	78.602144	2.169666	0.870362	1.103624	1	1	0	1	0	4	2
14	9	Male	White	2	HS	Private	City	80.877999	85.109782	74.318045	3.239195	0.905679	1.001728	1	0	1	0	0	1	5
16	11	Female	Two-or-more	4	SomeCollege	Public	Suburban	68.633712	75.425386	72.540935	2.867936	0.873427	0.932544	1	1	0	0	0	4	2
16	11	Male	Hispanic	4	SomeCollege	Public	Suburban	67.465808	73.862703	73.788204	3.213663	0.875825	0.302214	1	0	1	1	1	3	3
16	11	Female	Two-or-more	3	Bachelors+	Public	Suburban	71.985797	67.624335	66.789918	2.666583	0.881866	0.846274	1	1	0	0	1	3	1
14	9	Female	Hispanic	4	Bachelors+	Public	Suburban	86.750331	87.008892	86.789696	3.677317	0.930053	1.442701	1	0	0	0	0	1	3
14	9	Female	White	1	SomeCollege	Public	Suburban	83.371349	90.430623	83.889016	3.173179	0.956029	1.35507	1	1	1	1	0	3	1
17	12	Female	Hispanic	4	<HS	Public	City	81.974329	83.607563	84.179876	3.190776	0.919551	1.520946	1	1	0	0	1	2	3
17	12	Male	White	2	Bachelors+	Public	Suburban	51.042946	46.68913	65.142658	2.370478	0.782042	0.815519	1	0	0	0	0	1	2
17	12	Female	Asian	2	HS	Public	City	80.50136	89.482598	83.244236	3.349475	0.963954	1.449084	1	0	0	0	0	3	3
17	12	Female	Black	3	HS	Public	Suburban	85.451587	82.738957	85.784684	3.123115	0.931152	1.186598	1	1	0	0	1	3	3
14	9	Male	Hispanic	3	Bachelors+	Public	Rural	74.172986	66.450071	73.761365	2.951144	0.884348	0.803899	1	1	1	1	0	2	2
17	12	Female	White	3	SomeCollege	Public	Suburban	75.059677	72.57104	83.460285	3.583564	0.910044	1.141524	1	0	0	1	0	4	1
14	9	Female	White	4	HS	Public	City	88.248006	84.025091	85.314291	3.064122	0.934387	1.192684	1	0	0	1	0	3	2
18	12	Male	Two-or-more	1	HS	Public	Suburban	61.115184	64.045039	58.763819	2.430568	0.842089	0.626017	1	0	1	0	0	2	2
15	10	Male	White	2	Bachelors+	Public	Town	91.847386	88.375354	91.171953	3.746429	0.980796	1.020483	0	0	0	0	0	3	1
17	12	Male	Asian	4	HS	Private	Suburban	66.471977	67.114793	71.762085	3.075966	0.882493	0.347241	1	1	0	0	0	3	1
16	11	Male	Two-or-more	1	HS	Public	City	75.078193	77.699338	71.898886	2.400966	0.874716	0.897381	1	0	0	1	1	3	1
17	12	Male	White	4	Bachelors+	Public	Suburban	72.542062	70.514799	70.062723	2.89802	0.874035	0.918021	1	1	0	1	0	1	1
17	12	Male	White	4	Bachelors+	Private	Suburban	88.090738	71.601536	86.681004	3.001641	0.904397	0.861945	1	1	0	1	1	2	3
16	11	Male	White	3	HS	Public	Rural	58.533885	61.189555	62.006734	2.570746	0.785515	0.618693	1	1	0	1	0	3	2
15	10	Male	White	3	<HS	Public	Suburban	65.475506	69.92016	73.380336	2.875356	0.848246	1.219514	1	1	0	0	0	4	1
17	12	Male	Black	4	<HS	Private	City	70.594452	75.408169	69.268067	3.196914	0.863	1.299095	1	0	0	0	0	1	2
18	12	Female	White	2	HS	Public	City	86.659328	78.481672	76.942431	3.414128	0.951117	1.217378	1	1	1	1	1	3	1
16	11	Female	Black	2	HS	Public	Suburban	67.929382	70.754197	60.126802	2.509101	0.833774	0.744419	1	0	0	0	0	4	3
15	10	Female	White	2	<HS	Public	Suburban	70.407438	75.254863	70.9356	2.533608	0.899644	0.569775	1	1	0	0	0	4	2

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