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	HS	Public	Town	78.203239	88.524424	92.726834	4	0.928311	1.273216	1	1	0	1	0	3	2
17	12	Female	Black	3	HS	Public	Rural	63.440046	77.324012	56.15838	2.92909	0.86766	0.913757	1	1	0	0	1	4	1
17	12	Male	Hispanic	2	Bachelors+	Public	Suburban	65.562701	72.249268	76.972048	2.452144	0.884656	0.77722	1	0	0	1	0	3	4
15	10	Male	Other	4	SomeCollege	Public	Suburban	68.087427	77.609358	71.188526	3.436182	0.869477	0.995287	1	1	1	0	1	1	2
14	9	Male	White	3	SomeCollege	Private	Suburban	71.312437	74.818612	63.021819	2.927149	0.849342	0.952438	1	1	0	1	0	3	4
15	10	Male	White	2	SomeCollege	Public	Rural	78.952	74.752602	75.505776	2.935077	0.865476	0.867819	1	0	0	1	0	4	3
15	10	Male	White	2	HS	Public	Suburban	58.750931	67.782269	76.371912	2.808186	0.853466	0.563944	1	0	0	0	0	3	3
17	12	Female	Hispanic	1	HS	Public	Suburban	94.155287	91.55753	80.090692	3.107647	0.98834	0.993877	1	1	0	0	0	3	4
16	11	Male	White	3	SomeCollege	Private	City	71.766049	77.863537	88.189856	3.339298	0.913905	1.291393	1	1	0	1	0	2	2
18	12	Female	White	3	HS	Public	Suburban	81.194481	66.224096	75.618672	3.18522	0.907478	1.481618	1	0	1	1	0	3	3
16	11	Female	White	4	Bachelors+	Public	Rural	60.549205	61.174239	55.641945	2.910713	0.835872	0.344446	1	1	0	1	1	5	2
16	11	Female	Two-or-more	2	SomeCollege	Public	Town	80.194598	82.670874	72.470045	3.80215	0.927119	1.367262	1	1	0	0	0	3	3
17	12	Male	Black	2	SomeCollege	Public	Suburban	89.477547	94.736534	91.390542	3.631285	0.984345	1.2948	1	0	1	0	0	2	4
17	12	Male	Hispanic	2	HS	Public	Suburban	76.758715	74.767198	75.288088	3.420964	0.891906	1.410571	1	1	0	1	0	2	2
14	9	Female	White	2	Bachelors+	Private	City	79.787508	74.282404	72.62176	2.862186	0.902447	1.100682	1	0	0	1	0	2	3
15	10	Male	Black	3	SomeCollege	Public	Suburban	85.751889	78.619056	80.818685	2.945316	0.899282	1.419455	1	1	0	0	0	2	2
17	12	Male	Asian	1	<HS	Public	Rural	63.13315	56.796033	69.850986	2.516582	0.833685	0.642078	0	0	1	0	1	3	2
14	9	Female	White	2	HS	Private	Town	75.608541	80.386628	73.534161	3.098727	0.909418	0.644398	1	1	0	0	0	2	2
15	10	Male	Black	2	<HS	Public	Suburban	66.259032	69.649833	73.802659	3.012197	0.86512	0.740613	1	0	1	0	0	1	1
18	12	Male	Two-or-more	1	HS	Public	Rural	86.319669	84.972912	82.524016	3.684802	0.946377	1.259149	1	0	1	1	0	4	1
18	12	Female	Hispanic	2	HS	Public	City	69.192512	61.042929	70.755443	2.550222	0.830275	0.753075	0	1	0	1	0	4	4
16	11	Male	Black	3	SomeCollege	Public	Rural	76.293632	78.371811	68.152685	2.932836	0.942105	0.732189	1	0	1	0	0	2	2
17	12	Male	White	4	SomeCollege	Public	Suburban	73.690729	72.106644	87.979373	3.471778	0.960468	0.875599	1	1	0	0	1	2	1
14	9	Male	White	3	<HS	Public	Suburban	60.51522	68.699932	65.039825	2.352891	0.859248	0.35592	1	0	0	1	0	3	3
16	11	Male	Black	3	<HS	Public	Town	87.927587	96.486261	92.568438	3.347278	0.965263	1.173574	1	1	0	0	0	1	1
16	11	Female	Hispanic	2	HS	Private	City	70.237878	83.43752	77.210782	2.899476	0.937966	0.734119	0	1	1	0	0	2	1
16	11	Female	Black	4	SomeCollege	Public	Suburban	68.352307	76.364337	74.369987	3.148879	0.887847	0.367824	1	0	0	0	0	3	3
17	12	Male	Black	1	SomeCollege	Public	Suburban	74.772737	88.336161	69.060916	2.590906	0.913548	0.446905	0	1	0	0	0	4	3
16	11	Male	Hispanic	2	<HS	Public	Suburban	76.664337	84.825781	80.581554	2.656186	0.943954	1.231448	1	1	1	0	0	2	1
18	12	Female	Hispanic	2	HS	Private	Suburban	83.876624	94.224704	86.251228	3.023528	0.977244	1.35011	1	0	0	1	0	3	3
18	12	Male	Hispanic	3	Bachelors+	Public	Suburban	90.011349	65.311073	86.660287	3.571087	0.919612	1.686168	1	1	1	0	1	4	3
16	11	Female	White	1	HS	Public	Suburban	77.336356	69.355021	65.84827	2.565907	0.863005	0.886458	0	1	0	0	0	4	3
15	10	Male	White	4	<HS	Private	Town	86.34979	100	84.632726	3.460562	0.959322	1.618092	1	0	0	1	1	4	3
15	10	Male	Hispanic	1	HS	Public	Suburban	83.908079	84.658876	91.81621	3.676024	0.9844	0.672561	0	0	0	1	1	2	1
16	11	Male	White	4	SomeCollege	Private	City	54.17764	65.703517	59.996452	2.112442	0.798791	0.9336	1	1	0	0	0	4	1
16	11	Male	Hispanic	4	HS	Public	City	43.679834	66.184427	51.808847	1.936789	0.776371	0.028858	1	1	1	1	0	1	1
17	12	Female	Black	4	SomeCollege	Public	Suburban	79.61385	83.468908	72.834406	3.331253	0.932146	0.844468	1	1	0	0	1	3	3
14	9	Male	White	3	SomeCollege	Public	City	79.435385	82.534699	82.711654	3.29167	0.906456	1.416697	0	0	0	1	0	1	1
16	11	Female	White	2	<HS	Public	City	75.790701	75.333438	73.991533	2.896999	0.907668	1.229475	1	1	1	0	1	4	3
17	12	Female	Black	4	Bachelors+	Public	Suburban	66.613652	78.315013	76.829765	2.797557	0.898165	1.265458	1	1	0	1	1	5	1
14	9	Female	Other	1	Bachelors+	Public	Suburban	67.850335	55.874497	62.814725	2.542465	0.864909	0.759407	1	1	0	1	0	4	2
17	12	Male	Hispanic	2	HS	Public	Suburban	71.463196	82.650872	79.128617	2.61445	0.883871	1.550423	1	0	0	1	0	2	1
15	10	Female	Hispanic	3	Bachelors+	Public	City	77.280765	74.149689	79.417492	3.242186	0.905793	1.269522	1	1	1	0	0	4	2
14	9	Female	Hispanic	1	HS	Public	Suburban	79.938127	67.860848	72.197821	2.626501	0.895908	1.261022	1	0	0	0	1	3	2
16	11	Female	Hispanic	3	SomeCollege	Public	City	75.730507	69.362215	65.493244	2.496585	0.893451	0.315856	1	1	0	1	1	3	2
14	9	Female	White	1	<HS	Public	Rural	52.520412	52.330948	56.293591	1.957249	0.783475	0.762329	0	1	0	0	0	3	1
18	12	Female	Other	2	<HS	Public	Town	84.477768	88.320562	80.49897	3.484846	0.947303	1.363952	1	1	0	0	0	3	2
15	10	Male	Hispanic	3	SomeCollege	Public	Town	78.834222	78.183345	61.090235	3.146432	0.905186	0.896432	1	1	0	0	0	3	1
14	9	Female	Two-or-more	4	SomeCollege	Private	City	72.127285	74.364299	80.296749	2.785246	0.931663	1.440712	1	0	0	1	0	2	2
18	12	Male	White	2	HS	Public	City	82.796855	86.295113	86.006394	3.47663	0.965818	1.577585	1	0	1	0	1	1	1
16	11	Female	White	4	SomeCollege	Public	Suburban	77.567782	72.254397	84.423543	2.989627	0.895719	0.922251	1	1	0	1	0	3	1
18	12	Female	Hispanic	1	HS	Public	City	76.861217	76.344345	77.68331	2.958941	0.924752	1.035093	1	0	0	1	0	3	3
16	11	Female	Hispanic	4	SomeCollege	Public	City	55.497073	49.2762	63.187293	1.893892	0.814689	0.197982	1	0	0	0	0	3	4
14	9	Female	Black	3	HS	Public	City	67.840186	65.178688	58.74717	2.328327	0.840615	0.924369	1	1	0	0	0	3	2
17	12	Male	White	4	Bachelors+	Public	Rural	71.356948	72.312558	76.853138	3.18631	0.885986	1.564022	1	1	0	1	1	4	3
14	9	Female	White	1	SomeCollege	Public	City	76.28314	78.863539	75.486428	2.296197	0.910118	1.288246	1	1	0	1	0	4	1
17	12	Female	White	3	HS	Private	Suburban	66.283198	70.376772	67.266384	2.890098	0.93797	0.28206	1	1	1	0	0	4	2
18	12	Male	White	2	HS	Private	City	71.420296	91.544401	71.50899	3.336483	0.919856	0.519793	1	0	0	0	0	3	1
14	9	Female	Hispanic	4	Bachelors+	Private	Rural	86.612202	79.930024	79.173584	3.116827	0.945993	1.444891	1	0	0	0	0	2	3
15	10	Male	White	4	SomeCollege	Public	Suburban	76.51698	75.15687	78.110076	2.834788	0.91179	1.391467	1	1	0	1	0	2	3
15	10	Female	White	2	SomeCollege	Public	Rural	83.393792	77.29629	79.361092	3.662506	0.941245	1.273529	1	0	0	1	1	3	3
18	12	Male	Two-or-more	4	HS	Private	Suburban	58.646976	60.666085	66.562983	2.254192	0.866242	0.509183	1	0	0	0	0	3	1
18	12	Male	Hispanic	2	SomeCollege	Public	Rural	84.097002	77.713958	70.46594	3.151238	0.910609	0.54681	1	1	0	1	1	4	1
15	10	Male	White	3	Bachelors+	Public	City	100	97.25209	100	3.580709	1	1.60991	1	1	1	0	0	3	2
18	12	Male	White	1	<HS	Public	Town	93.548626	93.565954	97.725606	3.482447	0.973888	1.000119	1	1	0	1	0	4	4
17	12	Female	Hispanic	4	HS	Private	Suburban	93.479028	85.913709	91.877476	3.35592	0.967543	1.047587	1	1	0	0	1	3	2
17	12	Male	White	3	HS	Public	Suburban	75.011858	73.123202	78.515943	3.053533	0.87922	1.078607	0	1	1	0	0	4	2
17	12	Female	White	1	Bachelors+	Public	Suburban	86.943358	73.606207	69.036291	3.221619	0.896621	0.660766	1	0	0	1	0	4	2
15	10	Female	Other	1	<HS	Public	Suburban	73.161011	78.4859	72.639213	3.122312	0.884425	0.690546	1	0	0	0	0	5	2
16	11	Female	Hispanic	3	<HS	Public	City	68.387095	64.188922	65.523838	2.359335	0.849889	0.684346	1	1	0	1	0	4	2
17	12	Female	Hispanic	2	HS	Public	Suburban	81.079698	84.716618	84.942159	3.436185	0.959187	0.826718	1	1	0	0	0	4	1
18	12	Female	White	4	SomeCollege	Public	Suburban	57.177695	67.431375	77.273744	2.577652	0.877669	0.570013	1	1	1	1	0	4	2
18	12	Male	White	1	HS	Public	Rural	77.139795	79.604499	66.902339	2.604723	0.857957	1.672445	0	0	1	1	1	3	1
16	11	Male	Two-or-more	2	Bachelors+	Public	City	66.338841	58.903329	67.171914	2.631165	0.865011	0.076168	1	0	0	1	0	2	1
18	12	Female	Hispanic	2	HS	Public	Suburban	78.228515	83.239323	91.49143	3.358399	0.943046	0.929804	0	0	0	0	0	2	3
18	12	Male	White	2	SomeCollege	Public	Suburban	73.358608	77.134177	72.491257	2.914215	0.880278	1.585985	1	0	0	1	1	5	3
17	12	Male	White	4	SomeCollege	Private	City	59.85609	64.191755	58.805962	2.119992	0.82883	0.334269	1	1	0	0	0	3	2
18	12	Male	White	1	<HS	Public	Rural	80.753887	92.330362	85.000764	3.476275	0.954799	1.873449	0	0	0	0	0	4	3
16	11	Female	Black	1	HS	Public	Suburban	69.200978	68.60992	63.777144	3.013451	0.846699	1.030942	0	1	0	0	0	2	1
18	12	Male	Hispanic	3	HS	Public	Rural	72.56705	72.217915	90.036262	3.778665	0.905787	1.31684	1	1	1	0	0	4	2
14	9	Male	Asian	3	Bachelors+	Public	City	68.840941	76.438409	67.880317	3.17568	0.848601	0.711111	1	1	0	1	0	4	3
14	9	Male	White	3	SomeCollege	Public	City	77.974372	79.444586	78.79927	2.943766	0.930815	1.460909	1	1	0	1	0	3	1
14	9	Female	Other	2	HS	Public	Suburban	67.517968	82.908541	78.823939	2.578606	0.899803	1.247975	1	0	0	0	0	4	1
16	11	Male	Hispanic	2	HS	Public	City	84.657145	94.57471	77.520355	3.892108	0.949799	1.118678	1	1	0	0	0	4	3
14	9	Male	White	1	HS	Public	Town	82.436017	76.240872	75.537896	2.864143	0.892405	0.811279	1	0	0	0	0	3	2
16	11	Male	White	1	<HS	Private	City	71.199202	63.480172	76.900748	2.908314	0.856536	0.928038	0	1	0	1	0	3	1
16	11	Male	White	4	HS	Private	Suburban	73.065262	87.035288	71.424355	3.03416	0.919131	0.79077	1	1	0	0	0	3	1
16	11	Female	White	2	<HS	Private	City	82.504036	82.327144	79.33754	3.011866	0.947991	0.872186	1	1	1	0	0	3	1
14	9	Male	White	4	Bachelors+	Public	Rural	87.49063	82.180022	83.60607	3.921292	0.939853	1.604308	1	1	0	1	0	4	2
15	10	Female	Hispanic	3	SomeCollege	Private	Rural	69.909284	70.109984	72.98206	2.601151	0.902718	1.079941	1	1	1	0	0	4	2
17	12	Male	White	1	SomeCollege	Public	City	73.919535	58.498306	71.640184	2.433286	0.881379	0.628808	1	1	0	0	0	2	2
16	11	Female	Black	3	Bachelors+	Public	Rural	66.123549	58.438643	76.697707	2.481526	0.856993	0.769028	1	1	0	1	0	4	3
15	10	Male	Hispanic	1	<HS	Private	City	63.945267	71.493367	68.722769	3.372475	0.872645	1.174896	1	0	0	0	1	3	1
18	12	Female	Black	3	HS	Private	City	78.33886	73.473747	81.917173	3.121712	0.928814	0.837561	0	0	1	0	0	2	2
17	12	Female	Asian	2	SomeCollege	Private	Town	78.666017	93.242093	87.332102	3.328852	0.966353	1.50605	1	1	1	0	0	4	2
18	12	Female	Hispanic	3	HS	Public	City	63.356326	58.18017	58.54536	1.912471	0.811729	0.5535	0	1	0	1	0	3	1
14	9	Female	Black	1	<HS	Public	Suburban	71.26289	66.935331	63.162489	2.667293	0.829038	0.914348	1	1	0	0	0	2	3
18	12	Female	White	1	<HS	Public	Rural	69.253399	77.89896	69.351704	2.923316	0.911364	0.741319	1	1	0	0	1	2	1
17	12	Female	Hispanic	3	HS	Public	City	89.196565	85.557145	79.252431	3.465737	0.947116	0.61492	1	1	1	0	0	3	3
14	9	Male	Hispanic	3	<HS	Private	Suburban	69.49439	49.917681	67.3917	2.495211	0.855851	0.551387	1	0	0	0	0	2	1

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