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	White	2	SomeCollege	Public	Suburban	66.590925	63.058292	72.562095	3.154034	0.867734	0.640816	1	0	0	1	0	4	3
17	12	Female	White	1	<HS	Public	Town	80.788069	74.727455	79.423745	3.248108	0.932766	1.553932	0	1	0	0	0	4	1
17	12	Female	White	1	<HS	Public	Rural	76.661093	65.563716	65.970274	2.845659	0.880877	1.302717	0	1	0	0	1	2	2
16	11	Male	Two-or-more	2	<HS	Public	City	80.525136	68.836733	71.877546	3.18287	0.924023	0.648095	0	0	0	0	0	3	3
14	9	Female	Hispanic	4	Bachelors+	Public	Suburban	88.755458	69.358583	82.379433	2.499092	0.923793	1.869221	1	1	0	0	0	5	3
15	10	Female	Hispanic	3	HS	Public	Rural	76.188123	73.528384	83.734238	3.159869	0.90653	0.659253	1	0	1	0	1	4	2
15	10	Male	White	3	Bachelors+	Public	Suburban	73.419699	82.754169	60.305359	3.179124	0.871971	0.868767	1	1	0	1	0	5	2
15	10	Male	Hispanic	1	<HS	Public	City	85.131495	88.849295	91.698977	3.478729	0.978704	0.706591	1	1	0	0	0	5	1
16	11	Male	Black	1	HS	Public	City	77.732433	80.161028	78.379437	3.1995	0.887439	0.657993	0	0	0	0	1	4	1
17	12	Male	White	4	SomeCollege	Private	City	88.824454	77.92004	78.404569	3.241037	0.955207	0.599169	1	1	0	1	0	2	4
18	12	Female	White	1	HS	Public	Suburban	68.659643	74.738322	70.354619	2.735351	0.892263	1.067079	1	0	1	1	1	4	2
15	10	Male	White	3	Bachelors+	Public	City	94.11259	90.05478	76.837939	3.354816	0.956371	1.398201	1	1	0	1	0	2	3
16	11	Male	Black	2	SomeCollege	Public	Rural	98.633885	81.597787	87.451441	3.162437	0.968994	1.975705	0	1	0	1	0	4	1
18	12	Male	Hispanic	4	SomeCollege	Private	Suburban	61.573352	59.655573	56.021873	2.628122	0.834476	0.927238	1	0	0	0	1	2	3
18	12	Female	Hispanic	4	HS	Public	City	87.697363	79.526465	80.209756	3.554568	0.943712	1.253237	1	1	0	1	0	3	2
16	11	Male	Hispanic	3	SomeCollege	Public	Suburban	71.709117	72.560876	75.798163	3.11822	0.875094	0.998389	1	0	0	1	0	1	3
14	9	Male	Black	2	<HS	Public	Suburban	80.935309	76.72729	63.091115	2.704017	0.878445	1.316581	0	0	1	1	1	4	3
16	11	Female	Asian	1	HS	Public	Rural	91.579063	81.148576	77.171695	3.659811	0.910841	1.418424	1	1	0	0	0	3	3
18	12	Male	White	1	HS	Public	Suburban	73.793491	77.296062	79.288053	3.220619	0.921739	1.414103	1	0	0	1	1	3	4
15	10	Male	Other	1	HS	Public	Suburban	62.072149	70.194421	74.689073	3.031783	0.870026	1.084956	1	1	0	0	0	3	1
16	11	Female	White	4	Bachelors+	Public	Rural	87.324624	74.165445	77.693489	2.772679	0.93188	1.093161	1	1	1	1	0	3	1
17	12	Male	Black	2	SomeCollege	Public	Suburban	66.901969	70.384593	50.053086	2.455903	0.863146	0.792711	0	0	0	1	0	3	1
15	10	Male	Asian	4	SomeCollege	Public	Town	87.358855	83.874492	96.424897	3.123477	0.958075	1.44316	1	0	0	0	0	2	3
17	12	Male	White	2	HS	Public	Rural	84.839954	70.406149	90.758603	3.138602	0.936701	0.819674	1	1	0	1	0	3	1
18	12	Female	White	3	SomeCollege	Public	Town	75.865741	83.002203	89.866871	3.396589	0.925506	1.033271	1	0	0	1	0	2	1
17	12	Female	Black	3	SomeCollege	Public	City	81.842765	84.395537	84.988658	2.951843	0.934571	1.320817	1	1	0	0	1	3	2
17	12	Female	White	2	HS	Public	City	69.878677	68.488365	82.44573	2.824615	0.873477	1.476173	1	0	0	1	0	4	3
14	9	Female	Asian	4	SomeCollege	Public	City	83.854176	90.680624	87.678498	3.944241	0.936942	1.651116	1	0	0	0	0	5	1
18	12	Female	Asian	4	SomeCollege	Public	Suburban	64.079928	69.937908	68.673161	2.743123	0.825912	0.799399	1	1	0	0	0	3	2
15	10	Female	Two-or-more	1	<HS	Public	Rural	75.792035	71.963682	71.070303	2.708292	0.876105	0.685631	1	1	0	0	0	4	1
14	9	Female	White	3	SomeCollege	Public	Suburban	65.239438	62.51122	55.731769	2.373517	0.807126	0.370079	1	0	0	1	0	4	3
15	10	Male	Black	2	Bachelors+	Public	City	81.130433	86.220787	70.985839	3.545081	0.921933	0.715813	0	0	0	1	1	1	1
14	9	Male	Black	2	HS	Public	City	97.246925	90.53581	95.393527	3.756667	0.978452	0.896818	1	1	0	0	0	3	1
18	12	Female	Hispanic	3	HS	Public	Rural	76.776098	86.252003	80.176843	3.238347	0.949253	1.48922	1	0	0	0	0	2	5
17	12	Female	White	3	Bachelors+	Public	Suburban	70.327628	67.557636	65.565508	3.2151	0.855757	1.337586	0	1	0	1	0	3	3
18	12	Male	White	3	SomeCollege	Public	Town	67.343753	69.917509	71.275752	2.843269	0.855748	0.581571	1	1	0	0	1	3	3
17	12	Female	White	4	HS	Public	Suburban	78.026551	82.060838	71.932179	2.752675	0.906932	0.860439	1	1	0	0	0	2	4
17	12	Male	Asian	4	Bachelors+	Public	Rural	73.82819	78.426488	74.615779	2.625596	0.901695	0.958286	1	1	0	0	0	2	2
15	10	Female	White	1	HS	Public	Rural	82.057511	88.76744	89.48328	3.289723	0.956335	1.039411	1	1	0	0	0	3	2
15	10	Male	Asian	4	Bachelors+	Private	City	74.748642	75.829072	76.293263	3.084926	0.91652	0.963931	1	0	0	1	0	4	1
14	9	Female	Hispanic	3	Bachelors+	Public	Town	62.099289	64.363411	63.823311	2.424555	0.860826	0.861008	0	1	0	0	0	2	3
18	12	Female	White	1	HS	Public	City	55.130447	62.392077	58.664692	2.417099	0.807908	0.517982	1	1	0	0	0	3	2
18	12	Male	Black	3	HS	Public	Rural	68.260471	73.00702	84.016054	2.418396	0.893759	0.462706	1	1	0	0	1	3	3
15	10	Male	Two-or-more	2	HS	Public	City	87.810515	75.348494	81.640598	3.008082	0.950167	1.242531	1	1	1	0	0	1	1
15	10	Male	Asian	1	<HS	Public	Suburban	64.586112	59.500364	62.711896	2.370989	0.818595	1.198717	1	1	0	1	0	2	2
14	9	Female	White	1	<HS	Public	Suburban	72.463664	80.793239	71.051608	2.907212	0.894534	1.259947	1	1	0	0	0	2	1
18	12	Male	White	2	SomeCollege	Public	City	71.949638	73.933354	72.686375	2.728821	0.856645	1.012911	1	0	0	0	0	1	2
17	12	Male	White	2	<HS	Public	Town	80.542867	79.131484	78.853509	3.2334	0.943842	0.625141	1	0	0	0	1	4	1
14	9	Female	White	2	HS	Private	Suburban	89.159859	66.856339	70.889004	3.106806	0.888988	0.824623	1	0	0	1	1	1	2
15	10	Male	White	1	HS	Public	Rural	63.385264	73.068111	74.705709	2.718666	0.865331	0.948971	0	1	0	0	1	4	3
17	12	Female	Black	3	<HS	Private	City	75.625781	74.316991	81.180894	3.54862	0.910958	0.988011	1	0	0	0	0	3	3
17	12	Male	White	4	Bachelors+	Public	City	50.574446	52.386701	56.241751	2.123178	0.801377	0.762458	1	0	1	1	0	3	1
18	12	Female	White	1	HS	Public	Rural	74.512954	72.059317	68.71537	2.60879	0.869277	0.909394	0	1	0	1	0	3	2
18	12	Female	Black	3	SomeCollege	Public	Suburban	69.758334	66.650288	72.750654	2.817815	0.866078	1.361453	1	0	0	1	0	3	4
16	11	Male	White	1	<HS	Public	Rural	95.837339	79.78151	91.600517	3.288894	0.996896	1.734587	1	0	0	0	0	3	2
14	9	Female	White	4	Bachelors+	Public	City	68.876874	67.017753	64.238627	3.180243	0.863789	0.881521	1	0	0	1	0	4	2
18	12	Female	Asian	2	SomeCollege	Public	Suburban	84.25981	77.802787	73.933773	3.115653	0.92265	0.838049	1	1	0	1	0	3	2
17	12	Male	Asian	3	HS	Public	City	67.068995	80.54793	70.240613	2.76785	0.883611	0.561221	1	0	0	1	0	2	2
17	12	Female	Hispanic	4	Bachelors+	Private	Suburban	82.680754	75.95529	63.047415	3.024206	0.880081	0.946638	1	1	0	0	0	3	2
15	10	Male	Black	3	HS	Public	Suburban	59.865186	70.911632	67.831405	2.416071	0.831595	0.788043	1	0	1	0	0	3	2
18	12	Male	Hispanic	4	Bachelors+	Public	City	89.17405	89.539319	92.640066	3.823382	1	0.783061	1	1	0	0	0	3	2
18	12	Female	White	2	HS	Public	Suburban	85.115063	84.552381	96.902752	3.161903	0.926153	1.387833	0	0	0	0	0	4	1
17	12	Male	Asian	1	<HS	Public	Suburban	75.673917	83.12398	77.211675	3.438463	0.911913	1.012146	1	1	0	0	0	2	1
16	11	Female	White	2	SomeCollege	Public	Rural	77.045884	73.153328	74.747839	3.231074	0.896666	0.955322	0	1	0	1	0	2	2
15	10	Male	Asian	4	HS	Public	Suburban	92.978285	88.743164	82.316807	3.492415	0.976616	0.524406	1	0	0	0	0	3	1
17	12	Female	White	4	Bachelors+	Private	Suburban	78.980853	84.561296	84.022956	3.140063	0.915726	1.032557	1	1	0	1	0	3	3
15	10	Female	Black	4	Bachelors+	Public	Suburban	65.25179	58.602026	67.355661	2.641605	0.813717	0.907482	1	0	0	1	0	4	1
15	10	Male	White	3	Bachelors+	Private	Town	73.489998	70.645254	67.396429	2.707604	0.887921	0.740077	0	0	0	1	1	4	2
15	10	Male	Black	1	<HS	Private	Town	87.792754	80.907496	86.065891	3.311729	0.935784	1.224026	1	1	0	0	0	2	2
16	11	Female	White	3	SomeCollege	Public	Rural	72.710444	71.983949	79.022916	2.88046	0.889897	1.168277	1	1	0	1	0	4	3
16	11	Male	Hispanic	4	Bachelors+	Public	City	87.564852	78.031501	80.383968	3.737447	0.913433	1.05495	1	0	1	1	0	3	1
17	12	Female	Two-or-more	1	SomeCollege	Public	Town	76.247473	83.768539	70.569351	2.878086	0.94351	1.344218	1	1	0	0	0	2	2
18	12	Female	Asian	1	HS	Public	Town	60.225004	60.712921	71.522056	2.423403	0.832015	0.607121	0	1	0	0	0	3	1
18	12	Female	Hispanic	2	SomeCollege	Public	Suburban	79.097278	76.105057	74.224297	3.375496	0.915489	1.429984	1	0	0	1	0	5	2
15	10	Male	Hispanic	1	Bachelors+	Public	City	62.543611	68.584421	66.98081	2.383074	0.834395	0.477616	1	1	0	0	0	2	2
16	11	Female	White	1	<HS	Public	City	95.959527	88.037324	94.481448	3.348953	0.986163	0.753356	1	1	0	0	0	3	3
16	11	Female	Black	4	SomeCollege	Private	City	83.235818	87.548264	73.458598	3.244499	0.906691	1.356337	1	1	0	0	0	1	3
18	12	Female	White	1	HS	Public	City	71.461312	78.320803	65.150946	3.193972	0.86413	0.9597	1	1	0	1	1	2	1
15	10	Male	Hispanic	2	Bachelors+	Private	Town	71.636413	87.248083	78.786169	2.798403	0.935758	0.903537	1	0	0	1	0	2	2
14	9	Male	Two-or-more	3	<HS	Private	City	78.71005	79.029275	67.965126	3.387528	0.871156	1.044206	1	1	0	0	0	3	1
16	11	Male	Black	4	SomeCollege	Public	Rural	62.340077	66.493586	67.762892	2.729073	0.881905	0.872187	1	1	0	1	0	5	2
14	9	Female	White	1	HS	Public	Rural	69.921015	82.88459	83.878472	2.935744	0.914701	0.336704	0	1	0	0	0	2	3
15	10	Male	Two-or-more	4	Bachelors+	Public	Suburban	59.996536	72.252585	69.276079	2.962467	0.848601	1.030978	1	0	0	1	0	4	2
18	12	Male	White	2	SomeCollege	Public	Suburban	82.945522	78.831189	85.477687	3.381335	0.967353	1.585307	1	1	0	1	0	2	2
16	11	Female	White	3	<HS	Public	Suburban	82.434177	75.984773	84.892543	3.436553	0.909434	1.192697	1	1	0	1	0	3	1
14	9	Male	Hispanic	3	Bachelors+	Private	Town	82.13229	85.387338	84.10002	3.204207	0.941759	1.107974	1	1	0	1	0	4	2
18	12	Male	White	3	Bachelors+	Public	Suburban	93.308936	89.101362	94.156623	3.731083	0.982239	1.845816	1	1	0	0	0	1	1
18	12	Female	White	3	SomeCollege	Public	Town	75.787063	81.739655	74.023179	2.977616	0.893996	0.98075	1	0	0	0	1	2	2
15	10	Female	White	1	<HS	Public	City	74.402385	84.131835	79.628986	3.075407	0.944974	1.395736	1	1	0	0	0	4	4
17	12	Male	Black	4	SomeCollege	Public	Suburban	74.290874	78.478986	77.389127	3.053288	0.883962	1.395765	1	1	1	0	0	2	2
18	12	Male	Black	3	SomeCollege	Public	City	93.92605	85.433929	76.360985	3.453245	0.944591	1.43167	1	0	0	0	0	4	1
14	9	Male	White	1	<HS	Public	Suburban	85.526731	83.970175	87.734713	3.251344	0.943877	1.351296	0	0	0	0	0	1	2
14	9	Male	White	2	SomeCollege	Public	Town	100	88.985981	91.700546	3.843898	0.989379	1.208282	1	1	0	0	0	2	3
15	10	Female	White	2	SomeCollege	Public	City	72.491419	64.125295	82.695549	2.757104	0.910947	0.880814	1	0	0	0	0	3	3
15	10	Male	Hispanic	4	SomeCollege	Public	City	93.316248	78.287557	79.822205	3.500084	0.941505	0.956037	1	1	0	0	0	3	1
16	11	Male	White	4	Bachelors+	Public	Rural	81.275576	85.710775	85.713508	3.534116	0.912572	0.65971	1	0	0	1	0	2	1
14	9	Male	White	3	Bachelors+	Private	Suburban	74.840792	75.426747	71.165144	2.780214	0.891084	0.928019	1	1	0	1	0	3	1
18	12	Male	White	4	HS	Public	Rural	74.096467	75.125459	67.303046	3.0246	0.885849	1.255978	1	0	0	1	0	2	2
14	9	Male	Black	3	Bachelors+	Public	Town	74.909625	78.054134	75.766527	2.824277	0.905895	1.329733	1	1	0	1	0	3	4
16	11	Male	Black	1	SomeCollege	Private	Town	69.03372	65.396235	64.987443	2.719591	0.845885	0.956871	1	0	0	1	0	4	2

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