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	Male	Hispanic	4	SomeCollege	Private	City	56.573597	64.237918	64.883528	2.796671	0.834429	0.23468	1	0	0	0	0	2	2
17	12	Female	Hispanic	1	<HS	Public	City	74.500945	79.671651	69.019494	2.595472	0.883605	0.692295	1	0	0	0	0	5	3
14	9	Male	White	4	Bachelors+	Public	Suburban	75.356978	76.646902	83.681	3.395411	0.934451	0.966007	1	0	0	1	0	4	1
16	11	Female	White	1	HS	Public	Suburban	71.017885	79.084676	68.049977	3.015726	0.867368	0.883769	0	1	1	0	0	2	4
17	12	Male	White	3	HS	Public	Suburban	72.910221	72.722599	68.312441	3.156827	0.892508	1.164611	1	1	0	0	0	4	1
18	12	Male	Hispanic	1	SomeCollege	Public	Rural	70.097136	67.228142	66.871123	3.095741	0.848192	1.470462	1	1	0	0	1	3	2
15	10	Male	Black	2	HS	Public	City	85.295248	70.260918	78.574429	2.951114	0.924244	0.833899	0	1	0	1	0	4	2
18	12	Female	White	1	HS	Public	City	53.718236	53.571721	55.51943	2.449273	0.809296	0.788812	1	0	1	0	1	2	2
15	10	Male	Black	2	HS	Private	Rural	84.4885	93.072593	100	4	0.994213	1.494392	0	1	0	1	0	4	2
14	9	Female	Black	4	Bachelors+	Public	Suburban	82.820541	75.283376	75.621963	2.772776	0.914466	1.365348	1	1	0	1	0	4	1
14	9	Female	Hispanic	4	HS	Private	Rural	67.223237	78.984341	75.440536	2.878773	0.909881	1.128994	1	1	0	1	0	2	1
18	12	Female	White	4	HS	Public	City	65.457456	69.186653	73.970238	2.345612	0.90816	1.799935	1	1	0	1	1	3	1
16	11	Male	White	2	SomeCollege	Private	City	86.64514	88.611326	89.315051	3.869128	0.975731	1.318531	1	1	0	1	1	2	3
15	10	Male	Hispanic	2	SomeCollege	Public	City	73.848605	79.33081	86.780364	3.253442	0.934197	0.640999	1	1	1	0	0	3	1
18	12	Female	Two-or-more	1	<HS	Public	Suburban	84.307721	83.641543	67.393149	3.159529	0.906216	1.535624	1	1	1	0	1	3	3
16	11	Female	White	1	HS	Public	Suburban	74.819078	70.407101	72.58005	3.075814	0.881182	1.337013	1	0	1	0	0	4	2
16	11	Male	Hispanic	3	<HS	Public	City	68.7211	70.778905	64.542576	2.601127	0.874459	1.329329	1	0	0	1	0	3	3
17	12	Female	Two-or-more	1	SomeCollege	Public	Suburban	77.125984	68.907001	67.374004	2.83261	0.879437	0.801841	1	0	0	1	0	1	4
18	12	Female	Hispanic	4	SomeCollege	Public	Suburban	80.123325	71.451244	71.357872	2.664053	0.87908	0.704458	1	1	0	0	0	4	3
16	11	Male	White	3	Bachelors+	Public	City	76.681429	76.983497	91.234422	3.088712	0.937023	1.188052	1	0	0	1	0	4	2
14	9	Female	Hispanic	3	HS	Public	City	83.3764	77.091881	83.742731	3.210696	0.91947	1.078304	1	0	1	1	0	3	1
18	12	Male	Hispanic	3	SomeCollege	Public	City	88.572399	90.206964	86.04301	3.596832	0.933997	1.233887	1	0	0	0	0	2	2
15	10	Female	White	4	SomeCollege	Private	Suburban	60.214267	69.909396	65.404576	2.870421	0.829801	0.853785	1	0	0	0	0	2	1
14	9	Male	Asian	2	SomeCollege	Public	City	83.112054	82.458889	79.246101	3.14584	0.933991	0.83297	1	0	1	0	0	4	1
17	12	Female	White	2	SomeCollege	Public	Rural	87.617447	81.320088	85.53984	4	0.970087	1.332218	1	1	0	1	0	5	4
16	11	Female	Asian	4	<HS	Public	Rural	76.259208	87.966146	76.138745	3.389978	0.968046	1.463677	1	0	0	1	0	3	1
17	12	Male	Hispanic	4	HS	Private	Suburban	80.249816	69.63296	79.609192	2.767996	0.891591	0.743606	1	0	0	0	0	3	3
15	10	Male	White	2	<HS	Public	City	73.429035	71.620369	73.626745	2.427326	0.874307	0.895494	1	0	0	1	0	4	2
17	12	Female	White	4	Bachelors+	Public	Suburban	62.866035	60.237992	56.607398	2.444256	0.812588	0.434525	1	1	0	1	0	2	2
14	9	Female	Hispanic	1	SomeCollege	Public	City	76.910968	92.453131	87.691987	3.398297	0.986829	1.437162	1	1	1	1	0	4	2
17	12	Female	White	2	SomeCollege	Public	Suburban	76.149862	70.448347	75.465088	2.360202	0.881803	0.495143	0	0	0	1	0	2	2
18	12	Male	Hispanic	3	SomeCollege	Private	Rural	65.604425	55.539628	62.664549	2.473185	0.860068	0.741396	1	1	0	1	0	5	3
18	12	Male	Hispanic	2	<HS	Private	Suburban	81.246565	88.048015	92.907745	3.298169	0.967894	1.305071	1	0	0	0	0	3	1
14	9	Male	Asian	2	SomeCollege	Public	Suburban	64.641661	79.595819	76.807486	3.356459	0.886898	1.178475	1	0	0	1	0	2	4
16	11	Male	White	3	<HS	Public	Suburban	77.5619	74.426695	84.746035	3.172367	0.947239	0.771191	1	0	1	0	0	2	1
15	10	Female	White	4	Bachelors+	Public	Suburban	85.387435	75.052459	74.698929	3.157232	0.933889	0.810551	1	0	0	1	0	4	2
14	9	Female	Hispanic	3	SomeCollege	Public	City	58.285216	68.369039	59.669231	2.907952	0.829499	1.301353	1	0	1	0	0	2	1
15	10	Female	Hispanic	4	HS	Private	Suburban	68.963272	68.869742	73.76322	2.804481	0.855999	0.684258	1	0	0	1	0	2	1
15	10	Male	Black	1	<HS	Public	Suburban	91.633263	83.250621	77.629572	3.331698	0.944701	1.23407	0	0	0	0	0	3	2
16	11	Female	Black	4	SomeCollege	Public	City	74.296831	73.839021	62.575608	3.106968	0.856285	1.015274	1	0	0	0	0	3	3
15	10	Female	Hispanic	1	<HS	Public	City	75.183645	72.06829	68.710454	3.042486	0.846271	1.481375	1	1	0	0	0	2	3
17	12	Male	Hispanic	4	Bachelors+	Public	City	80.862489	86.507025	70.696248	3.496319	0.921453	1.73448	1	1	0	1	0	4	1
14	9	Male	White	2	SomeCollege	Public	City	79.486541	82.509064	74.700218	3.384543	0.934815	0.718068	1	0	0	1	0	2	1
16	11	Female	Asian	2	SomeCollege	Public	City	77.164065	84.964035	81.055583	3.13182	0.939811	1.255255	1	1	0	0	0	2	1
18	12	Female	White	4	Bachelors+	Public	Suburban	49.702504	45.003672	50.206022	2.059294	0.746251	0.183714	1	0	0	0	0	1	1
17	12	Male	Hispanic	3	SomeCollege	Public	City	85.663529	95.006433	93.646377	3.535411	0.973752	1.389506	1	0	1	1	0	2	1
15	10	Male	Black	1	<HS	Public	Suburban	73.195287	72.327726	64.676428	2.647812	0.905733	0.396366	1	0	0	0	0	4	1
14	9	Male	Hispanic	1	Bachelors+	Public	City	73.873043	61.209613	70.022127	2.76715	0.866892	0.38497	0	1	0	1	0	2	2
16	11	Female	White	4	Bachelors+	Public	Suburban	84.354622	80.125588	80.154551	2.775781	0.917442	0.993582	1	0	0	1	0	3	2
15	10	Female	Hispanic	2	SomeCollege	Public	Suburban	80.595141	80.776161	85.307661	3.051058	0.937816	1.167919	1	1	0	0	0	3	3
16	11	Male	Black	2	Bachelors+	Private	City	74.196316	67.025554	70.344971	3.374498	0.880232	1.288911	1	0	0	0	1	3	3
14	9	Male	Other	2	SomeCollege	Public	Rural	84.080104	100	82.729804	3.837339	0.970327	1.499925	0	1	0	1	0	4	3
14	9	Female	White	4	Bachelors+	Public	City	81.201841	98.658369	94.169617	3.910354	1	0.421725	1	0	0	1	0	2	1
17	12	Female	Two-or-more	3	HS	Public	Suburban	53.608889	63.232602	62.874524	2.180839	0.784261	0.904919	1	1	0	0	0	3	3
15	10	Female	White	4	SomeCollege	Public	City	83.195305	81.256923	71.111774	3.380393	0.905804	0.722786	1	0	0	0	1	3	3
17	12	Female	White	2	SomeCollege	Private	City	90.301458	85.515242	83.411408	3.75889	0.969381	1.038609	1	1	0	0	1	3	2
18	12	Female	Black	1	SomeCollege	Public	City	63.510102	62.835901	66.69804	2.653815	0.861728	1.396142	0	1	0	1	1	3	3
15	10	Male	Hispanic	3	SomeCollege	Public	City	82.371095	82.006919	86.213784	3.51476	0.893467	1.390427	1	1	0	1	0	4	3
15	10	Male	Other	4	<HS	Public	Rural	87.439213	75.828475	82.372805	2.911909	0.931208	1.034708	1	1	0	0	0	5	1
17	12	Female	White	1	HS	Public	City	62.70337	72.903419	68.146255	2.879269	0.889489	0.286532	1	0	0	1	1	3	2
18	12	Female	Black	2	HS	Public	Town	57.199939	60.811005	70.775606	2.514202	0.795609	0.536182	0	1	0	1	0	4	1
16	11	Male	White	2	Bachelors+	Public	Suburban	88.495482	93.430529	91.484725	3.467714	0.992384	1.584619	1	1	0	1	0	4	2
15	10	Male	Hispanic	1	<HS	Public	Suburban	74.310526	71.844507	71.691745	3.075157	0.898208	0.764432	1	0	1	1	0	4	2
14	9	Female	Hispanic	1	<HS	Public	Rural	77.462337	88.720475	85.512301	3.962466	0.957813	1.018335	1	0	0	0	0	3	5
18	12	Male	White	4	<HS	Public	Suburban	89.044805	72.738834	83.35218	3.504328	0.947387	1.363046	1	1	1	0	0	4	2
17	12	Male	White	1	SomeCollege	Public	Rural	75.620125	76.139981	75.074922	2.825017	0.881761	0.944162	1	1	0	0	0	3	1
16	11	Female	White	1	HS	Public	Town	52.443979	55.970392	63.503364	2.367304	0.793371	0.834675	0	1	0	1	1	3	3
15	10	Male	Asian	1	HS	Public	Suburban	71.984586	76.505542	71.286636	2.791157	0.879531	1.522783	0	0	1	0	0	4	2
14	9	Female	White	1	<HS	Public	City	70.96416	72.970241	60.43224	2.676052	0.84598	0.75002	1	1	0	0	0	4	1
16	11	Male	White	1	Bachelors+	Public	City	69.984675	71.668302	77.721875	2.935649	0.864958	1.444846	0	1	0	1	1	3	2
16	11	Male	Hispanic	2	HS	Public	City	71.608969	70.13128	71.485973	2.867046	0.889408	1.136794	1	0	1	1	0	2	3
15	10	Female	Hispanic	4	HS	Public	City	74.949657	74.665205	77.438209	3.652742	0.901535	1.233109	1	1	0	1	0	2	2
17	12	Female	Hispanic	4	SomeCollege	Public	Suburban	61.143879	59.594449	61.837653	2.731953	0.807944	0.676679	1	1	0	0	0	4	1
16	11	Male	White	4	HS	Private	Suburban	76.269066	70.890941	77.053907	3.378082	0.915988	1.754364	1	1	0	1	0	4	1
18	12	Female	Black	1	<HS	Public	Suburban	56.932928	68.499362	54.439637	2.755401	0.819524	0.660253	1	1	1	0	0	2	2
17	12	Female	Hispanic	4	SomeCollege	Public	City	61.676462	64.512498	73.226029	3.017309	0.850477	0.10532	1	0	0	0	0	1	2
14	9	Male	Hispanic	3	<HS	Public	Suburban	58.300814	74.177081	83.058694	2.862683	0.911918	0.905687	1	0	0	0	0	3	3
18	12	Female	Black	1	SomeCollege	Public	Town	52.771296	73.618962	63.700044	2.584828	0.834397	0.871272	1	0	0	1	1	4	1
14	9	Female	Hispanic	2	Bachelors+	Public	Town	86.501917	85.762469	73.793995	3.053898	0.927645	1.251366	0	0	0	0	0	1	1
17	12	Male	Hispanic	2	SomeCollege	Public	City	65.097311	73.252177	72.64558	2.846419	0.92773	1.031149	0	0	1	0	0	2	2
18	12	Female	Hispanic	2	HS	Public	Suburban	91.857053	99.446092	92.871711	3.870555	1	1.18595	1	1	0	0	1	2	4
14	9	Male	Black	4	Bachelors+	Public	City	69.409595	57.604188	73.427926	2.507365	0.870675	0.964875	1	1	1	1	0	3	4
16	11	Male	White	2	HS	Public	Suburban	81.840631	64.974749	78.767414	3.789951	0.863562	0.752029	0	0	0	0	1	4	1
14	9	Male	Hispanic	1	HS	Public	Rural	62.6305	56.924152	45.324307	2.28765	0.827272	0.585685	0	1	0	0	0	4	1
15	10	Male	Two-or-more	2	SomeCollege	Public	City	56.292079	57.398286	59.736353	2.236731	0.802314	0.553737	1	0	0	0	0	2	2
16	11	Female	Hispanic	2	HS	Private	Town	65.262376	66.571383	73.333635	2.921648	0.861276	1.096847	1	0	0	0	1	3	3
14	9	Female	Hispanic	1	HS	Public	Suburban	67.205538	72.302597	80.163095	2.792215	0.89584	1.605504	0	0	0	1	0	4	2
15	10	Female	Black	2	SomeCollege	Public	Rural	94.052445	87.287253	89.388314	4	0.997357	1.693569	1	1	0	1	0	2	2
15	10	Male	White	1	<HS	Public	Town	85.515034	80.642394	80.678437	3.306568	0.924654	1.109165	1	1	0	1	0	1	2
16	11	Female	Hispanic	3	SomeCollege	Private	Rural	69.838304	68.315598	63.421665	2.54668	0.850675	0.906151	1	1	0	0	1	4	1
14	9	Female	Hispanic	2	<HS	Public	Suburban	74.292391	67.828601	72.0829	2.356521	0.877706	0.401253	1	1	0	0	0	4	2
14	9	Male	Hispanic	4	SomeCollege	Public	Suburban	78.828617	76.011453	74.310241	2.82578	0.922419	0.314334	1	0	0	1	0	1	2
16	11	Female	Hispanic	1	HS	Public	Suburban	81.500855	83.24742	81.776245	3.342179	0.921822	1.682075	0	0	0	0	0	3	2
16	11	Female	Black	2	<HS	Public	Suburban	71.812144	63.405	62.690678	2.540228	0.859609	0.691042	1	0	1	0	0	1	3
17	12	Female	Hispanic	4	Bachelors+	Private	Suburban	59.639893	60.152995	60.213684	2.574698	0.830726	0.30227	1	1	0	1	0	3	1
15	10	Female	Hispanic	4	Bachelors+	Private	Town	70.923929	65.589988	70.425054	3.087293	0.842405	1.144856	1	0	0	0	0	3	3
16	11	Male	White	1	<HS	Public	City	83.772749	71.515127	88.138247	3.420782	0.875578	1.462942	1	0	0	0	0	3	4
16	11	Female	White	1	SomeCollege	Public	Suburban	70.47862	93.592575	71.149522	2.890488	0.941928	0.738885	1	1	0	0	0	3	3
17	12	Female	Hispanic	2	SomeCollege	Public	City	90.379225	98.333957	80.575834	3.576916	0.967198	2.082762	1	1	0	1	0	3	1
15	10	Female	White	4	SomeCollege	Public	City	73.746754	70.042168	81.882344	3.241936	0.892508	0.770852	1	1	0	0	1	2	1

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