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	Asian	2	SomeCollege	Public	City	59.626526	66.395454	69.031869	3.177855	0.825632	1.032723	1	1	0	1	0	2	2
18	12	Male	Two-or-more	4	SomeCollege	Public	City	75.283004	64.299247	73.748434	2.396417	0.870649	0.465678	1	0	0	1	1	2	2
14	9	Female	Asian	2	HS	Private	City	87.733999	86.25417	90.359024	3.659623	0.94986	1.413268	1	1	1	0	0	5	3
14	9	Male	Black	2	HS	Public	Town	78.123551	77.801079	79.134265	3.326817	0.935116	1.223369	1	1	0	0	0	2	1
17	12	Male	White	4	SomeCollege	Private	Suburban	82.428075	87.501927	85.770477	3.878566	0.940627	1.097974	1	0	0	0	0	3	1
17	12	Female	White	2	Bachelors+	Public	Rural	69.265516	69.849331	72.631839	2.987417	0.901571	1.086273	1	1	0	0	0	3	1
16	11	Male	Hispanic	3	SomeCollege	Public	Suburban	86.164262	71.230481	81.724139	3.595403	0.940243	1.113529	1	1	0	0	1	4	3
15	10	Male	Asian	1	HS	Public	City	69.664734	75.144213	58.36181	2.990569	0.854125	0.468692	0	1	0	0	0	1	2
18	12	Male	Hispanic	4	HS	Public	Suburban	90.624696	87.959514	75.485947	3.279031	0.951971	1.211937	1	0	0	1	0	2	3
18	12	Female	White	4	Bachelors+	Public	Suburban	79.54265	74.8149	75.78812	3.312962	0.898729	0.707004	1	0	0	0	0	5	2
15	10	Male	Two-or-more	4	HS	Public	Town	79.877244	74.471057	72.291742	3.441088	0.883868	0.948273	1	1	0	0	0	4	2
17	12	Female	White	3	HS	Public	Town	78.194081	60.161775	71.348257	3.098711	0.857235	0.585728	1	0	0	0	0	4	2
14	9	Female	White	4	SomeCollege	Public	City	72.531113	66.166908	66.291224	2.734681	0.87498	0.446839	1	1	1	0	0	2	1
16	11	Female	Two-or-more	2	SomeCollege	Public	City	79.195465	81.394235	88.254486	3.651061	0.942557	1.092915	1	1	0	1	0	3	3
18	12	Female	White	4	<HS	Public	Suburban	63.493176	60.254001	59.452407	1.257953	0.813204	0.459025	1	1	1	0	1	2	1
17	12	Female	Black	1	<HS	Public	Suburban	67.670607	65.690301	72.16553	2.009215	0.861196	1.349466	0	0	0	0	1	1	3
15	10	Female	White	1	HS	Public	Town	79.244878	69.851472	72.125348	3.415431	0.903593	1.064974	1	0	0	0	0	2	2
14	9	Male	White	4	Bachelors+	Public	Suburban	64.230953	78.461579	80.672955	2.969883	0.906771	1.476221	1	0	0	0	0	3	3
14	9	Female	Hispanic	1	HS	Public	Suburban	91.926429	86.540275	83.907776	2.911957	0.930744	1.46379	1	1	0	0	1	4	3
17	12	Male	Hispanic	1	SomeCollege	Public	Town	66.80811	70.031488	68.347674	1.984128	0.866778	1.266704	0	1	1	0	0	4	1
16	11	Male	Hispanic	3	Bachelors+	Public	Suburban	77.756757	89.634622	81.082916	3.055931	0.957223	1.434474	1	1	0	1	0	4	3
18	12	Male	Black	4	Bachelors+	Public	City	71.937633	84.056862	82.409202	3.517154	0.925526	1.016216	1	1	0	1	0	3	2
15	10	Male	White	3	SomeCollege	Public	Suburban	76.708616	82.175473	65.897378	2.975579	0.91023	1.111477	1	0	0	0	0	2	1
17	12	Male	Hispanic	2	SomeCollege	Public	Suburban	80.777862	84.600039	86.616359	3.175895	0.923487	1.262247	0	0	0	0	0	2	2
18	12	Male	White	3	HS	Public	City	74.017808	61.896672	68.421325	2.8868	0.872599	0.365051	1	0	0	1	0	3	2
15	10	Female	Hispanic	2	SomeCollege	Public	Rural	65.697162	60.577958	63.172755	2.211993	0.837821	0.608201	1	0	0	0	0	5	3
15	10	Male	Asian	4	Bachelors+	Public	Town	70.268556	71.405785	82.030002	3.041727	0.894656	1.331832	1	1	0	1	0	3	2
16	11	Female	Hispanic	3	HS	Public	Rural	88.827563	85.485367	90.953333	3.688608	0.945731	1.183212	0	1	0	0	0	3	3
17	12	Male	White	4	Bachelors+	Public	Rural	85.291939	91.740342	91.007599	3.516456	0.957573	1.576489	1	0	1	0	0	4	1
17	12	Female	Hispanic	3	HS	Public	City	76.519847	73.021833	71.40497	2.970887	0.881547	0.351421	1	1	1	0	0	3	3
15	10	Male	Hispanic	1	SomeCollege	Public	City	84.552845	80.187358	78.27423	3.002822	0.962596	0.73732	0	0	1	0	0	3	1
14	9	Male	Hispanic	2	HS	Public	Town	58.716949	61.001021	54.947325	2.687629	0.777084	0.470911	1	0	0	0	0	2	1
17	12	Female	Hispanic	1	HS	Private	City	67.250195	66.401025	72.073766	2.859422	0.818913	1.1795	1	0	0	0	0	4	2
16	11	Male	Hispanic	2	HS	Public	Town	73.966564	68.01144	75.893295	3.582534	0.893117	1.120597	1	0	0	0	1	4	3
18	12	Male	Two-or-more	2	HS	Public	City	58.529921	75.525191	63.459428	2.421584	0.849929	0.52982	0	1	0	0	1	3	1
17	12	Male	White	4	SomeCollege	Public	Rural	58.137616	63.230747	54.80395	1.859917	0.792147	0.174863	1	0	0	1	0	3	1
16	11	Male	Hispanic	3	Bachelors+	Public	City	73.600553	73.544582	66.867275	2.633533	0.904827	1.138863	1	0	0	1	0	2	2
16	11	Male	White	4	SomeCollege	Public	City	76.251844	74.234285	70.846852	3.08992	0.881814	1.124043	1	0	0	1	1	3	1
18	12	Female	White	2	SomeCollege	Public	City	73.876571	72.294811	65.012902	2.784702	0.88332	0.864372	1	0	0	0	0	3	1
17	12	Female	White	1	HS	Public	Suburban	85.333946	92.511989	87.051	3.324438	0.966028	0.982111	1	0	0	1	0	2	2
16	11	Male	White	3	SomeCollege	Public	Town	55.453192	54.027949	60.042411	2.271794	0.77251	0.109808	1	0	0	0	1	2	3
16	11	Male	White	2	HS	Public	Suburban	79.272502	80.503267	73.351768	3.54315	0.918795	0.580615	1	1	0	0	0	5	3
14	9	Female	Black	2	<HS	Public	Town	52.846442	62.514458	59.246889	2.17394	0.82505	0.435159	1	0	0	0	0	2	3
16	11	Male	White	2	HS	Public	City	81.309559	79.535835	80.834079	3.169805	0.922004	0.647215	1	0	1	1	0	2	3
16	11	Female	Hispanic	3	Bachelors+	Public	Suburban	57.152784	53.019239	48.606388	2.061458	0.786912	0.666481	1	1	0	0	1	4	1
18	12	Female	Hispanic	1	HS	Public	Rural	77.246985	78.999086	79.099359	3.368136	0.914262	1.117344	1	0	0	0	0	2	1
14	9	Female	White	2	SomeCollege	Public	City	80.392229	70.385774	69.527117	3.149209	0.876994	1.053604	1	1	0	1	1	3	1
15	10	Male	White	3	SomeCollege	Public	Rural	77.608513	81.117638	68.11925	2.729182	0.927856	0.830712	1	1	0	1	0	3	3
15	10	Male	Two-or-more	2	SomeCollege	Public	Rural	72.891226	72.413307	84.473038	2.776466	0.88202	1.114879	1	1	0	0	0	4	2
16	11	Male	White	3	HS	Public	City	70.240936	65.575002	71.899425	2.839097	0.842609	1.434444	1	1	1	1	0	4	1
17	12	Female	White	4	Bachelors+	Public	Town	63.538534	62.966774	77.856258	2.659632	0.856683	0.741257	1	0	0	0	1	3	1
18	12	Female	White	1	SomeCollege	Public	Suburban	56.770856	64.658732	67.697957	2.90767	0.843121	0.188038	0	1	1	0	0	3	3
17	12	Female	Hispanic	3	HS	Public	Rural	80.105988	85.697091	81.501534	3.125744	0.933989	1.450139	1	1	0	0	0	3	2
18	12	Male	White	2	HS	Public	Suburban	68.829585	79.101614	82.328362	2.832555	0.89585	1.202794	1	1	0	1	1	3	2
17	12	Male	Other	2	<HS	Public	City	81.042545	77.500748	92.65942	3.121263	0.921041	1.054248	1	1	0	0	0	4	3
14	9	Male	Two-or-more	3	SomeCollege	Private	Rural	57.957211	58.916243	63.143279	2.463679	0.808165	0.596995	1	0	1	0	0	3	2
16	11	Male	Black	3	HS	Public	Rural	70.660988	72.775695	66.350654	2.583561	0.876155	1.420573	1	1	0	0	0	2	1
16	11	Female	Black	2	SomeCollege	Public	Rural	86.569737	86.123699	85.358917	3.585027	0.979909	1.054771	1	0	0	0	0	4	2
15	10	Male	Black	4	Bachelors+	Public	Suburban	70.65484	73.221058	70.734641	3.132296	0.93232	0.97382	1	1	0	1	1	4	2
18	12	Female	Hispanic	4	SomeCollege	Public	Suburban	92.816577	84.285213	93.314349	3.348057	0.992422	1.191959	1	0	1	0	1	3	1
14	9	Male	White	4	SomeCollege	Public	Rural	57.583235	81.210005	67.823819	2.557899	0.873536	0.60619	1	0	0	0	0	4	2
17	12	Male	White	4	SomeCollege	Private	City	70.99833	63.177659	74.592839	2.053817	0.829148	0.365448	1	1	0	1	0	4	2
14	9	Female	White	4	HS	Public	Suburban	59.768107	66.024741	60.20969	1.996993	0.863439	0.898044	1	0	1	0	0	2	3
15	10	Female	Hispanic	4	Bachelors+	Public	Town	74.334171	74.408261	65.533579	2.97072	0.8522	0.870858	1	0	0	1	0	3	3
16	11	Male	Hispanic	4	HS	Private	Suburban	68.51537	67.798742	58.287661	2.500752	0.874361	0.92661	1	0	0	0	0	3	3
14	9	Female	White	3	HS	Public	Suburban	74.261169	70.488966	70.224523	3.200789	0.858206	1.422177	0	1	0	0	1	4	3
17	12	Female	White	2	SomeCollege	Public	Rural	89.949337	100	92.047015	2.96867	0.988741	0.945556	1	1	0	0	0	3	1
17	12	Female	Other	4	Bachelors+	Public	Suburban	85.162194	76.220157	82.536766	3.271311	0.900064	0.767983	1	0	1	1	0	3	2
15	10	Male	White	3	SomeCollege	Public	City	83.905882	94.584048	96.537135	3.619165	0.985826	1.37278	1	0	0	1	1	1	2
18	12	Female	White	3	HS	Public	Town	91.918968	100	88.177133	3.659167	0.988869	1.375186	1	1	0	1	0	3	2
14	9	Female	White	1	<HS	Public	Suburban	82.068976	79.151752	84.697184	3.056801	0.942699	1.159503	1	1	0	0	0	3	1
15	10	Female	White	2	HS	Public	City	69.525017	77.963536	72.477551	3.153179	0.939853	1.158455	1	0	0	0	1	4	3
17	12	Male	White	1	Bachelors+	Public	Suburban	73.094335	68.426002	73.733257	2.893025	0.886508	0.763779	1	1	0	0	1	4	3
16	11	Female	White	3	SomeCollege	Private	City	89.032526	82.591449	87.321471	3.635088	0.96057	1.449622	1	1	1	1	0	4	1
14	9	Male	Hispanic	3	SomeCollege	Public	Suburban	69.342752	67.95901	55.818159	2.191835	0.83371	0.611996	1	1	0	0	0	3	3
14	9	Male	White	2	HS	Public	Suburban	67.694442	58.908402	71.322707	2.714939	0.844168	0.938719	1	0	0	0	0	3	2
14	9	Female	Two-or-more	2	HS	Public	City	67.026563	78.067817	69.476858	2.73652	0.905386	0.639973	1	1	0	1	0	3	2
14	9	Female	Hispanic	3	SomeCollege	Public	City	74.839595	74.39765	74.437452	2.611446	0.877219	1.151929	0	0	0	0	1	4	1
14	9	Male	Black	4	<HS	Public	Rural	75.782275	83.076795	83.375157	3.299351	0.910699	1.374618	1	0	0	0	0	3	1
14	9	Male	Hispanic	2	<HS	Public	Rural	70.925547	65.920757	76.587075	2.850502	0.899584	0.194872	1	1	1	0	0	2	1
15	10	Male	Hispanic	1	<HS	Public	Suburban	85.070997	68.671748	70.857974	2.805939	0.90781	1.040343	1	0	0	0	0	4	3
16	11	Male	Hispanic	2	SomeCollege	Public	Suburban	81.965943	69.76866	74.682006	3.408801	0.887244	1.492342	1	0	1	0	0	4	1
14	9	Male	Hispanic	4	SomeCollege	Public	City	69.297238	78.308028	77.283097	3.262824	0.884723	0.648876	1	0	0	1	0	5	1
15	10	Male	Hispanic	1	<HS	Public	Suburban	91.212104	100	84.873308	3.701496	0.982297	0.976685	1	1	0	0	0	4	2
17	12	Female	White	4	SomeCollege	Private	Suburban	82.329206	82.129111	79.779193	3.091865	0.949987	1.213607	1	0	0	1	0	4	1
18	12	Female	Two-or-more	3	SomeCollege	Public	Town	84.493308	86.609507	82.293518	3.806358	0.939439	0.785779	1	0	0	0	0	2	1
17	12	Male	White	4	Bachelors+	Private	City	87.113596	72.351944	75.334814	3.253889	0.945854	0.868244	1	1	0	1	0	3	3
14	9	Male	Asian	2	HS	Public	Rural	71.526532	68.224177	67.77477	3.204076	0.87826	1.050054	1	1	0	0	0	3	1
14	9	Male	White	4	<HS	Public	Suburban	75.738652	81.419348	74.795145	3.507068	0.913982	0.645051	1	0	0	0	0	4	2
14	9	Male	Black	3	HS	Public	Suburban	71.340768	77.536731	80.114675	2.896938	0.914018	1.113107	1	1	0	0	0	3	2
16	11	Female	White	2	Bachelors+	Public	City	64.172617	65.34712	65.346082	2.561199	0.833682	0.8444	1	1	0	0	0	2	2
14	9	Male	White	4	HS	Public	Suburban	73.132672	72.933937	69.385326	2.379473	0.881536	0.854798	1	1	0	1	0	1	2
15	10	Female	Hispanic	3	Bachelors+	Public	City	81.272801	73.239853	82.286766	2.895749	0.955422	1.340376	1	1	0	1	0	4	2
14	9	Male	Asian	4	Bachelors+	Public	Town	73.698303	70.382289	72.13718	2.803694	0.894204	1.020472	1	1	0	1	0	2	3
14	9	Male	White	3	SomeCollege	Public	Suburban	64.254387	67.944913	61.464378	2.399874	0.851756	0.647971	1	0	0	1	0	2	1
16	11	Female	Hispanic	4	Bachelors+	Public	Suburban	79.132159	83.836875	82.035025	3.20586	0.911578	1.312382	1	1	0	1	0	1	2
14	9	Female	Hispanic	1	HS	Public	Suburban	66.855742	76.030491	70.872481	3.108791	0.857049	1.232345	1	0	1	1	0	3	2
18	12	Male	Black	3	HS	Public	Suburban	87.636008	76.725802	69.694658	3.25097	0.92262	1.219211	1	1	0	0	0	5	3
18	12	Male	Hispanic	4	Bachelors+	Public	City	65.930897	70.398642	86.733471	3.459674	0.90987	1.445997	1	1	0	1	0	5	2
17	12	Male	Hispanic	3	SomeCollege	Public	Rural	72.412872	71.328683	71.712124	2.580311	0.856874	0.872083	1	1	1	1	0	5	1

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