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
18	12	Male	White	2	HS	Private	City	62.624093	60.367038	58.268976	2.519914	0.819769	0.225598	1	0	0	1	1	3	3
18	12	Male	White	1	<HS	Public	Suburban	66.604128	67.167207	62.467572	2.497995	0.836173	1.188239	1	0	0	0	1	3	1
17	12	Male	White	4	SomeCollege	Public	Suburban	69.441654	73.440623	65.416672	2.860913	0.887377	0.464705	1	1	0	1	1	3	1
18	12	Male	White	4	Bachelors+	Public	Town	68.969689	63.721755	68.227299	2.69169	0.846836	0.539626	1	0	1	1	0	2	3
15	10	Female	Hispanic	1	SomeCollege	Public	Town	77.742569	78.304159	74.34369	3.024299	0.898003	0.776121	0	0	0	0	1	2	1
16	11	Male	White	4	<HS	Private	Suburban	69.761633	67.928808	66.876795	3.507151	0.867131	1.019965	1	1	0	0	0	3	3
14	9	Female	Hispanic	1	HS	Public	City	71.000831	78.350144	78.133158	2.921471	0.901383	0.946615	1	1	0	0	0	2	2
14	9	Female	Hispanic	4	SomeCollege	Private	Suburban	86.559797	74.10228	79.828395	3.445299	0.919386	1.137039	1	0	0	0	0	1	2
15	10	Female	Hispanic	1	<HS	Public	Suburban	77.326645	81.259659	80.818291	3.112128	0.917968	1.509414	0	0	0	0	0	3	2
16	11	Female	White	2	<HS	Public	Suburban	66.572114	67.372868	69.297026	2.553301	0.8335	0.791725	1	0	0	0	1	4	4
17	12	Male	White	3	HS	Public	Town	83.833289	89.833558	85.61572	3.168686	0.945238	1.110902	1	1	0	0	0	3	2
18	12	Female	White	3	<HS	Public	City	79.059963	85.453718	90.797392	3.291804	0.928588	0.845695	1	0	0	1	0	2	2
14	9	Male	Hispanic	2	Bachelors+	Public	Rural	56.705179	63.753258	79.990365	2.65331	0.838203	0.650761	1	1	0	0	0	2	1
14	9	Male	White	1	Bachelors+	Public	Suburban	80.21511	78.2242	89.188595	3.637423	0.931406	1.131508	1	1	0	1	0	3	2
14	9	Female	White	1	HS	Public	Rural	76.98723	69.780414	64.355238	2.527783	0.893351	1.126573	1	0	0	1	0	3	3
15	10	Female	White	1	HS	Public	City	73.952718	76.830812	73.194037	3.318197	0.924474	0.951061	0	0	0	0	1	3	1
16	11	Female	Hispanic	1	SomeCollege	Public	City	56.017973	52.780626	58.87725	1.5426	0.825455	0.119896	1	1	0	0	0	3	2
18	12	Female	Hispanic	1	<HS	Public	City	51.798717	59.312157	43.097077	1.868817	0.801604	0.376203	0	1	0	1	1	2	2
17	12	Male	White	2	HS	Public	Suburban	78.634665	81.631629	83.825474	2.742396	0.971599	1.204039	1	0	0	0	0	3	2
18	12	Female	Hispanic	3	HS	Public	City	74.088723	76.431416	75.109393	3.669285	0.920567	1.145647	1	1	0	0	0	1	2
16	11	Female	Hispanic	2	HS	Public	City	73.470415	71.545035	61.746131	2.945651	0.872516	1.51677	0	1	0	0	0	2	3
18	12	Female	Hispanic	1	<HS	Public	City	82.002874	70.451112	64.430712	3.159623	0.886889	0.481851	0	1	0	0	0	3	1
18	12	Male	White	4	Bachelors+	Private	Town	71.503074	72.21903	77.688669	3.327641	0.885602	1.216642	1	1	0	1	0	4	2
18	12	Male	Black	3	SomeCollege	Public	Suburban	64.254049	60.030993	58.361093	2.630209	0.828105	0.842857	1	1	0	0	1	3	2
17	12	Female	White	3	HS	Public	City	78.500383	74.582793	90.181965	2.932935	0.941604	1.181672	1	0	0	0	0	3	2
18	12	Male	White	1	HS	Public	Suburban	84.475325	67.598255	80.965755	2.661405	0.891555	1.160991	0	1	0	0	0	3	3
16	11	Male	Two-or-more	4	Bachelors+	Public	City	77.244669	85.892046	82.573376	3.631562	0.946252	1.431892	1	1	0	0	0	3	1
18	12	Male	White	1	<HS	Public	City	68.989234	84.699108	73.825071	3.408441	0.902715	1.328387	1	0	0	0	0	2	2
14	9	Male	White	3	SomeCollege	Public	Town	70.027986	63.283899	59.661954	2.375466	0.837588	0.478302	1	1	0	1	0	4	2
15	10	Female	Hispanic	1	HS	Private	Suburban	77.153383	68.141296	67.680195	2.612121	0.877812	0.825176	1	1	0	0	0	2	1
14	9	Male	Hispanic	3	HS	Public	City	69.503853	68.214858	74.605567	2.509046	0.865389	1.058494	1	1	0	1	1	5	3
14	9	Female	Hispanic	2	HS	Public	Town	84.705153	77.957463	63.172406	3.114267	0.899433	0.837223	0	0	0	0	0	3	2
14	9	Female	Hispanic	3	HS	Public	Rural	85.261361	71.451392	57.331106	2.557671	0.892504	1.230687	0	1	0	0	0	5	1
15	10	Female	Two-or-more	3	Bachelors+	Public	City	67.750274	75.097939	74.236581	2.826013	0.901568	1.056195	1	0	1	0	1	4	1
14	9	Female	White	4	HS	Public	Town	60.328385	62.947242	53.161101	2.639158	0.842748	0.329086	1	0	0	1	0	1	1
15	10	Male	Hispanic	3	SomeCollege	Public	City	98.131898	94.203949	94.940772	4	1	0.955371	1	0	0	0	0	2	3
14	9	Male	White	4	Bachelors+	Public	Suburban	64.877632	66.817652	68.84823	2.778423	0.845196	0.356736	1	1	1	1	0	3	1
17	12	Male	White	4	SomeCollege	Public	City	80.07823	64.696546	73.13283	2.843926	0.882815	0.852593	1	0	0	1	0	4	2
16	11	Male	Hispanic	3	HS	Public	City	68.520709	76.026521	69.345451	3.214234	0.855083	0.683929	1	1	1	0	0	1	2
17	12	Male	Hispanic	4	Bachelors+	Public	City	67.866	79.923731	68.182414	3.592498	0.880563	0.720658	1	1	0	0	0	3	4
17	12	Female	White	1	<HS	Public	Town	70.206376	72.173205	79.357303	2.72977	0.884919	0.506218	1	0	0	0	0	2	3
14	9	Female	Black	3	HS	Private	Rural	87.80644	85.594873	82.525579	3.201363	0.951084	0.744441	1	1	0	0	0	3	1
16	11	Female	Hispanic	2	HS	Public	Town	92.11591	87.483279	81.578215	3.746429	0.960708	1.505269	1	0	0	0	0	3	2
14	9	Female	White	3	HS	Private	City	88.411461	94.066891	100	3.540254	0.955988	1.476621	1	0	0	0	0	1	1
18	12	Male	Hispanic	1	HS	Public	Rural	84.264357	86.014931	88.800222	3.779779	0.973938	1.790206	1	0	1	0	1	2	1
14	9	Male	White	1	HS	Public	Suburban	75.006148	70.217289	80.095497	2.888246	0.954983	1.308333	1	0	1	0	0	3	1
18	12	Male	Hispanic	2	HS	Public	Suburban	70.936588	68.604716	72.218725	2.756865	0.895781	0.668098	1	1	0	0	1	3	2
17	12	Female	White	4	Bachelors+	Public	City	85.570666	88.409183	82.16222	3.782637	0.936631	1.382858	1	0	0	1	0	3	2
15	10	Male	White	1	<HS	Public	Suburban	72.576948	75.737038	73.330401	3.38458	0.913136	1.028012	1	1	1	0	0	4	2
14	9	Male	Hispanic	1	HS	Private	Suburban	93.690718	86.351977	86.524688	3.599796	0.990272	1.414509	1	1	0	0	0	3	3
14	9	Male	White	1	<HS	Public	Town	76.12376	75.651495	67.595188	2.78019	0.86681	0.96587	1	1	0	0	0	4	2
14	9	Female	Black	4	HS	Public	Suburban	61.650447	52.819993	62.00014	2.572104	0.834757	0.841369	1	1	0	0	0	5	2
15	10	Female	White	1	HS	Public	Suburban	68.647523	70.269265	65.764637	2.525977	0.845109	0.801089	1	1	0	0	0	4	2
16	11	Male	Black	4	SomeCollege	Public	Suburban	86.163766	70.096312	72.540153	2.727783	0.940496	1.055059	1	0	0	1	0	5	3
14	9	Male	Hispanic	3	HS	Private	Rural	77.081279	79.223555	66.069771	3.13536	0.917797	1.094441	0	1	0	0	0	4	2
16	11	Female	Hispanic	4	Bachelors+	Public	City	81.009596	74.63971	83.432122	2.462597	0.921945	1.225519	1	0	1	1	1	3	2
14	9	Female	Asian	4	Bachelors+	Public	Suburban	65.864454	74.13944	76.409867	3.072803	0.896726	0.970579	1	1	0	0	0	3	1
15	10	Male	Hispanic	4	HS	Public	Suburban	63.786736	77.149798	68.639541	3.338127	0.882754	1.040061	1	1	0	0	0	2	2
14	9	Female	White	2	HS	Public	Suburban	80.883052	78.015376	90.134611	2.983715	0.966273	1.610739	1	0	0	1	0	3	2
16	11	Male	White	4	<HS	Public	City	81.823233	76.369713	77.496907	3.878409	0.900263	0.938084	1	0	0	0	0	3	1
16	11	Male	Two-or-more	1	HS	Public	City	68.164488	79.982155	70.590736	3.449618	0.870613	1.042798	1	0	0	0	0	2	2
14	9	Male	Black	2	HS	Public	City	80.300722	82.254852	72.519994	2.780585	0.913632	1.009623	0	1	0	0	0	1	2
14	9	Male	White	2	Bachelors+	Public	Suburban	61.050781	58.684101	50.312849	1.771776	0.826398	0.653121	1	1	0	1	0	2	3
17	12	Male	Two-or-more	2	<HS	Public	Suburban	76.449142	80.530671	78.575572	3.173794	0.937255	0.835737	0	1	1	0	1	2	2
17	12	Male	White	4	HS	Public	Town	70.571971	81.81923	82.303734	2.906222	0.888431	0.795727	1	0	1	0	1	3	1
15	10	Female	Hispanic	2	Bachelors+	Public	City	76.48749	65.406543	72.179043	2.420239	0.864702	0.742672	0	1	0	1	0	2	2
14	9	Male	Hispanic	3	HS	Public	Suburban	90.281116	87.348964	84.304138	3.762916	0.999173	1.283859	1	0	0	0	1	3	4
16	11	Female	Two-or-more	1	HS	Public	Rural	68.122405	67.022606	68.117796	3.12841	0.843001	0.518351	1	0	1	1	0	2	1
17	12	Female	White	3	SomeCollege	Public	Suburban	61.76433	75.066632	66.331874	3.058738	0.867994	0.569984	1	0	0	1	0	1	2
15	10	Male	Two-or-more	4	Bachelors+	Private	City	74.118737	77.450771	82.636153	2.655143	0.941657	0.97829	1	1	0	0	0	3	4
14	9	Female	White	1	<HS	Public	Rural	87.639428	77.110757	100	3.800083	0.974816	1.421769	1	1	0	0	0	3	2
17	12	Male	Two-or-more	3	HS	Private	Suburban	89.243107	78.480127	83.662454	3.351422	0.92971	0.531399	1	1	0	1	1	3	1
18	12	Male	Black	4	Bachelors+	Public	Town	72.628996	79.430392	72.647921	2.431085	0.904292	1.462464	1	1	0	0	0	4	2
16	11	Female	Black	1	<HS	Public	Rural	88.453484	83.348151	88.776426	3.842241	0.954949	1.091146	1	1	0	0	0	3	2
14	9	Male	Hispanic	2	SomeCollege	Public	City	68.395416	63.452329	71.154497	2.652196	0.810033	1.063226	1	1	0	0	0	4	1
18	12	Female	Hispanic	2	HS	Public	City	70.468361	60.061806	56.51501	2.380079	0.867024	1.145973	1	1	0	0	1	3	1
17	12	Female	Hispanic	3	<HS	Public	Suburban	58.550972	56.945328	59.748864	2.591094	0.852713	0.68756	1	1	0	0	1	3	2
18	12	Male	Hispanic	4	Bachelors+	Public	Suburban	68.302556	81.52299	79.558574	2.934957	0.943364	0.639281	1	0	0	0	0	2	1
17	12	Female	Other	2	HS	Public	Suburban	73.181572	64.445756	70.328048	2.768598	0.874317	0.863072	1	1	0	1	0	3	2
15	10	Male	Hispanic	1	SomeCollege	Public	Suburban	74.47601	72.654509	88.627485	2.956344	0.912619	1.368248	0	1	0	1	0	4	2
18	12	Female	Hispanic	1	HS	Public	Town	68.438357	81.602476	71.379183	2.91762	0.897626	0.289558	1	1	1	1	0	3	4
17	12	Male	Asian	2	HS	Public	City	74.376428	76.562603	83.65064	2.757488	0.874447	0.834328	1	0	0	1	0	2	2
15	10	Female	Hispanic	2	<HS	Public	City	60.192316	65.146047	62.608507	2.763389	0.837497	0.649447	1	1	0	0	0	3	3
16	11	Female	White	1	<HS	Public	City	71.403742	73.178945	72.470912	2.823838	0.885178	0.789854	0	1	0	1	0	4	3
16	11	Male	Two-or-more	1	SomeCollege	Public	Town	81.115776	81.666735	80.420213	3.761167	0.909531	1.16978	1	1	0	0	0	2	3
17	12	Male	Other	1	<HS	Public	City	61.513596	67.115745	65.102988	2.502309	0.845962	1.074607	1	0	0	0	1	4	4
17	12	Female	White	3	<HS	Public	Suburban	78.803761	94.79211	76.311278	3.595034	0.930134	1.054096	0	1	0	0	0	3	1
18	12	Male	Hispanic	1	HS	Public	Rural	68.860764	73.442054	71.508741	2.844508	0.877802	1.219655	1	0	0	0	1	3	2
18	12	Male	Black	2	HS	Public	Suburban	79.418042	77.983243	73.653601	3.102704	0.89829	0.663062	1	1	0	0	1	3	1
14	9	Female	Hispanic	2	HS	Public	City	77.329694	65.886781	73.40593	3.524418	0.854383	1.119487	0	1	0	0	0	1	2
18	12	Female	White	4	Bachelors+	Public	City	76.609764	81.537561	70.757353	3.093121	0.878734	0.48692	1	0	0	1	0	2	2
18	12	Male	White	2	SomeCollege	Private	City	69.668419	69.904876	62.810055	2.629309	0.852505	0.97584	0	0	0	1	1	4	2
18	12	Female	White	4	SomeCollege	Private	Rural	72.225173	76.887327	88.303689	3.181043	0.912204	0.876387	1	1	0	1	1	3	4
14	9	Male	Hispanic	2	HS	Public	Suburban	66.479933	58.179305	60.30677	3.117192	0.843188	1.188565	1	1	0	1	0	3	2
14	9	Female	Hispanic	4	Bachelors+	Private	City	59.509775	61.686455	57.598546	2.736694	0.829241	0.615023	1	0	0	1	0	2	1
14	9	Male	White	3	HS	Public	Rural	75.347716	74.004939	76.077627	2.934953	0.929563	1.107952	1	0	1	1	0	3	2
17	12	Female	White	4	Bachelors+	Public	Suburban	86.379315	84.649722	72.316684	3.468266	0.92709	1.77943	1	0	0	1	0	2	1
14	9	Female	Hispanic	1	HS	Public	Suburban	73.076203	73.477316	67.584016	2.564959	0.881786	0.607231	0	1	0	0	0	1	4
17	12	Female	Two-or-more	1	SomeCollege	Public	City	74.110114	87.614141	71.972918	2.934168	0.892734	1.18367	0	0	0	0	1	3	3
14	9	Male	White	2	<HS	Public	City	49.01423	59.029086	52.994492	2.32481	0.780449	0.91812	0	1	0	0	0	3	3

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