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	Female	Hispanic	2	HS	Public	City	65.689157	66.469022	75.482734	2.280733	0.884196	1.373257	1	0	0	0	0	3	3
16	11	Male	White	1	HS	Public	Suburban	89.083861	88.193341	84.663977	2.941443	0.979991	1.180558	1	0	0	0	0	2	2
17	12	Male	White	1	Bachelors+	Public	City	64.570561	77.485681	74.968293	2.674503	0.88482	0.823361	1	0	0	0	0	4	3
18	12	Male	White	2	<HS	Public	City	80.207359	79.0599	75.264767	3.304342	0.905987	0.617509	0	0	0	1	0	3	2
16	11	Female	Hispanic	3	HS	Public	Suburban	64.082542	74.823121	68.971364	2.559276	0.87576	1.073497	1	1	0	1	0	4	2
16	11	Male	White	2	<HS	Public	Suburban	72.11967	55.705778	63.820193	2.4399	0.852283	1.035148	1	1	0	0	1	5	2
15	10	Female	White	4	SomeCollege	Public	Rural	71.546826	54.315058	60.843137	2.358132	0.877522	0.960761	1	1	1	0	1	3	2
17	12	Male	White	4	Bachelors+	Private	Town	61.906011	63.381905	64.475413	2.507092	0.822563	0.672601	1	1	0	1	0	5	1
16	11	Male	White	2	HS	Public	Rural	68.783103	71.001573	77.370392	3.078156	0.889723	1.177367	1	1	0	1	1	4	2
17	12	Female	Black	1	<HS	Public	City	92.357055	91.007227	100	4	1	1.502656	1	0	0	0	0	3	2
15	10	Male	Hispanic	4	SomeCollege	Public	Rural	90.563358	79.028132	76.415837	3.178314	0.957438	1.320234	1	1	1	1	0	4	1
15	10	Female	Hispanic	2	SomeCollege	Public	Suburban	70.561345	78.088226	73.565377	2.861126	0.864675	1.172099	1	0	0	0	0	3	3
17	12	Female	White	4	HS	Private	Town	70.31888	75.137821	64.995641	3.088665	0.889546	0.67	1	1	0	0	0	4	3
15	10	Male	White	1	<HS	Public	Rural	74.341337	77.603323	80.436367	3.16364	0.881432	1.563823	1	1	0	0	0	4	1
18	12	Male	White	3	SomeCollege	Private	Suburban	59.972995	67.983927	59.946573	2.701404	0.852019	0.959647	0	0	1	0	0	3	3
17	12	Male	White	3	SomeCollege	Public	Suburban	67.862267	67.408138	67.513294	2.946908	0.852461	0.378939	1	0	0	0	1	3	1
16	11	Male	White	1	SomeCollege	Public	City	73.971821	76.122743	65.761944	3.086961	0.844781	1.421996	1	1	0	0	1	4	1
18	12	Female	White	1	SomeCollege	Public	Town	80.502416	71.529261	75.906024	2.595664	0.884131	0.372273	1	0	1	0	1	4	4
15	10	Male	Black	1	Bachelors+	Public	Suburban	72.417887	78.667314	79.820276	2.95429	0.90803	0.846285	0	1	0	0	0	4	3
14	9	Male	Hispanic	1	SomeCollege	Public	Rural	91.214355	82.614355	76.653783	3.128374	0.890427	1.340618	0	1	0	0	0	5	3
17	12	Male	Black	3	<HS	Public	Rural	71.734096	83.565908	90.256325	3.13063	0.941075	1.329448	1	0	1	1	1	3	1
15	10	Male	White	3	Bachelors+	Public	Suburban	64.479317	66.57335	65.597932	2.815369	0.868695	0.520623	1	0	0	1	0	3	2
17	12	Male	White	3	HS	Public	Suburban	74.693029	84.114457	73.871578	2.903652	0.878832	1.099058	1	0	1	1	0	4	1
18	12	Female	Hispanic	3	Bachelors+	Public	Town	82.867962	92.500431	83.55	4	0.951189	1.673389	1	1	0	1	0	3	2
15	10	Male	Hispanic	2	HS	Public	City	66.960006	70.050494	77.360556	2.621699	0.894976	0.84433	1	1	0	1	0	3	1
18	12	Male	White	4	Bachelors+	Public	Suburban	91.342918	79.575516	73.2332	3.107967	0.937063	0.794773	1	1	0	0	1	3	2
18	12	Male	Hispanic	2	Bachelors+	Private	Suburban	78.044148	65.439873	74.842366	2.767808	0.875536	0.687677	1	1	0	0	0	5	4
16	11	Female	Hispanic	1	HS	Public	City	80.542685	69.882112	74.179157	3.15976	0.914994	1.342244	1	1	0	0	0	4	4
16	11	Male	Black	2	SomeCollege	Public	Suburban	63.826851	73.499544	65.51509	2.538938	0.888154	0.838067	1	1	0	1	0	2	3
18	12	Male	White	2	SomeCollege	Public	City	80.817982	75.95515	82.85242	2.849324	0.93134	1.104822	0	1	0	0	0	2	3
16	11	Male	Black	4	SomeCollege	Public	Rural	86.257309	87.221293	69.789561	2.694424	0.88405	1.516865	1	0	1	0	0	1	3
15	10	Female	White	1	HS	Public	Suburban	85.800596	90.666915	85.7362	3.330986	0.928501	1.376014	0	1	0	0	0	4	3
15	10	Female	Two-or-more	4	Bachelors+	Public	City	90.367415	84.168414	85.033393	3.663763	0.961833	1.046375	1	1	0	1	0	4	1
15	10	Male	Hispanic	1	<HS	Public	Suburban	72.544513	79.416251	73.247066	3.044598	0.898402	0.721916	1	0	0	0	1	3	4
14	9	Male	Black	1	HS	Public	Rural	78.848324	62.592781	71.4221	2.828651	0.862219	1.284093	1	0	0	1	0	4	1
18	12	Female	Asian	4	<HS	Public	Suburban	80.742026	82.72678	87.387837	2.937591	0.969163	1.379743	1	1	0	0	0	3	3
16	11	Male	Hispanic	4	SomeCollege	Public	Suburban	72.546074	74.114573	76.287529	3.501402	0.862301	0.906093	1	1	0	0	0	2	4
15	10	Male	White	3	Bachelors+	Private	Suburban	67.304561	69.865497	73.581377	2.464877	0.873102	0.528047	1	0	0	0	0	5	3
15	10	Male	White	1	<HS	Public	Rural	65.462175	61.940555	86.950831	2.291491	0.881293	1.284827	1	1	0	0	0	3	3
14	9	Female	Black	2	HS	Private	Suburban	90.912989	91.658676	97.780426	4	0.979694	1.223454	1	1	0	0	0	4	1
16	11	Female	Two-or-more	3	HS	Public	Town	76.943189	70.267218	76.43938	2.982759	0.87377	0.594832	1	1	0	0	0	2	2
17	12	Male	Black	4	Bachelors+	Public	Rural	78.398403	81.463817	83.557721	2.489641	0.910375	1.011944	1	1	0	0	0	3	1
15	10	Female	White	4	SomeCollege	Public	Suburban	50.495784	49.908456	53.803979	2.174088	0.785549	0.689769	1	1	0	1	0	3	3
18	12	Male	White	3	HS	Public	Town	74.623712	76.792069	76.02268	2.644952	0.893291	1.06945	0	1	0	0	0	3	2
17	12	Male	Other	3	SomeCollege	Public	Suburban	88.554875	83.533247	87.850441	3.814748	0.95349	1.165746	1	0	0	1	0	3	1
18	12	Female	Black	4	SomeCollege	Public	City	73.328447	73.833463	69.196946	3.147469	0.889221	0.781727	1	1	0	1	0	4	1
18	12	Female	Black	3	HS	Public	Suburban	76.935091	61.090798	79.79779	2.608572	0.911285	0.707596	1	0	1	0	0	3	3
18	12	Male	Black	4	Bachelors+	Private	Suburban	71.432582	78.009484	66.813224	2.898653	0.86925	0.887396	1	0	0	1	0	4	1
16	11	Male	Two-or-more	4	SomeCollege	Public	Suburban	79.958258	70.526386	69.020031	3.413856	0.882245	0.728039	1	0	0	0	0	4	1
15	10	Female	White	2	SomeCollege	Public	Rural	56.492923	50.285643	58.595772	2.310407	0.788602	0.245963	1	1	0	1	1	4	2
17	12	Female	White	1	HS	Public	Suburban	60.206979	63.868046	73.973124	2.764786	0.824768	0.937361	0	0	0	1	1	4	3
18	12	Female	Hispanic	4	SomeCollege	Public	City	77.920479	78.689672	71.053299	2.920375	0.93367	1.001614	1	1	1	1	0	3	3
15	10	Female	White	4	HS	Public	Suburban	75.224363	70.955455	67.145962	3.167039	0.870104	0.980635	1	0	0	1	0	4	1
16	11	Male	White	2	HS	Private	Rural	79.086781	70.72704	84.167295	2.993753	0.928254	1.231774	1	0	0	1	0	2	1
15	10	Male	Hispanic	1	<HS	Public	Suburban	67.571647	65.406924	68.052056	2.708369	0.844696	1.281381	0	1	0	1	0	3	2
16	11	Female	Black	3	Bachelors+	Public	City	65.856642	74.019612	67.795838	2.425462	0.853544	0.569355	0	1	0	1	0	2	2
17	12	Female	White	1	SomeCollege	Public	City	62.310609	62.134126	59.033467	2.567611	0.843971	0.891596	1	1	0	1	0	2	3
17	12	Female	White	1	<HS	Public	City	71.962102	77.202384	74.702914	2.760812	0.901762	1.033641	1	0	0	0	0	5	3
16	11	Female	White	1	SomeCollege	Public	Rural	67.00092	77.426749	64.786733	2.668646	0.854961	0.352473	1	1	0	0	0	4	1
16	11	Female	Hispanic	2	<HS	Private	City	61.881912	66.249357	67.840433	1.988656	0.840671	1.082155	1	1	0	0	0	3	3
17	12	Female	Black	3	Bachelors+	Public	City	61.85424	61.701552	71.633455	2.338289	0.80741	1.186158	1	0	0	1	0	5	2
18	12	Female	Hispanic	2	HS	Public	Town	76.563278	72.899215	77.647967	2.999169	0.859521	0.839718	1	0	0	0	0	3	1
18	12	Female	White	4	SomeCollege	Public	Suburban	60.619185	59.915211	61.253255	2.093852	0.782992	1.0027	1	1	0	1	1	3	3
14	9	Female	Hispanic	2	HS	Public	Rural	74.243133	70.846163	62.126343	3.135691	0.87886	1.091794	1	0	0	0	0	3	4
14	9	Female	Hispanic	2	HS	Public	Suburban	73.614558	68.569349	80.560461	2.964239	0.875672	1.0499	1	0	0	0	0	4	2
15	10	Male	Two-or-more	1	HS	Public	Rural	74.285215	79.231652	75.646051	2.6674	0.907992	1.10301	1	1	0	0	0	2	3
18	12	Male	White	1	HS	Public	Rural	80.799916	84.061194	81.843097	2.972888	0.926322	1.128882	1	1	0	1	1	3	2
16	11	Male	Hispanic	3	<HS	Public	Town	71.38034	84.599696	79.367811	2.884575	0.935076	1.451734	1	1	0	0	0	3	3
14	9	Female	White	2	Bachelors+	Public	Rural	77.573075	71.411354	66.826112	2.760357	0.872978	0.610592	0	1	0	1	0	3	2
16	11	Male	White	3	SomeCollege	Public	Rural	91.929756	96.363351	93.107816	3.511863	0.975476	0.929548	1	1	0	0	0	3	3
15	10	Female	Hispanic	4	Bachelors+	Public	Suburban	73.754931	65.716405	64.796926	2.854952	0.871068	1.056994	1	1	1	0	0	4	2
15	10	Female	Hispanic	4	Bachelors+	Private	Suburban	94.838828	93.58486	98.877409	3.526557	0.97535	1.473465	1	1	0	1	1	3	2
14	9	Male	White	1	HS	Public	Suburban	77.38036	65.114813	70.335615	2.482695	0.859734	0.897222	0	0	0	0	0	4	2
15	10	Male	Hispanic	3	Bachelors+	Public	City	84.311566	69.628633	83.410118	2.501725	0.919217	0.931426	1	1	0	0	0	2	2
15	10	Male	Black	4	SomeCollege	Private	Suburban	70.176047	82.706963	78.500226	3.662474	0.929645	0.937056	1	0	0	1	0	3	1
15	10	Male	Asian	2	SomeCollege	Public	Suburban	68.128286	64.103613	65.577893	2.939285	0.8244	1.007219	1	1	0	0	0	4	3
15	10	Male	White	1	HS	Public	Suburban	66.505012	69.235054	73.38545	3.287781	0.835367	1.123546	1	1	0	0	0	2	1
14	9	Female	Hispanic	4	Bachelors+	Private	Suburban	72.033153	70.126286	82.66831	3.474457	0.868928	0.756894	1	0	0	0	0	4	1
17	12	Male	White	2	<HS	Public	Rural	100	94.442377	94.08967	3.728626	1	1.541033	1	0	0	0	0	3	1
18	12	Male	White	3	SomeCollege	Public	Rural	63.188528	56.387118	59.637262	2.784775	0.820583	0.541146	1	1	0	1	0	2	1
14	9	Female	Hispanic	2	Bachelors+	Public	Suburban	69.168365	58.795569	67.444967	3.140076	0.854118	0.494628	1	1	0	0	0	1	1
17	12	Male	Hispanic	2	Bachelors+	Public	City	87.485092	83.278046	72.469174	2.638208	0.899188	0.663086	0	1	1	0	0	4	1
15	10	Male	White	4	SomeCollege	Public	City	69.031242	65.302775	80.358759	3.488651	0.850809	0.794104	1	1	0	1	0	5	2
14	9	Male	White	4	Bachelors+	Public	Rural	96.578368	82.590762	82.703866	3.369201	1	0.717418	1	1	0	0	1	3	2
17	12	Female	White	3	HS	Public	Suburban	74.969346	75.742549	68.150481	3.228414	0.897081	0.748591	1	1	0	0	0	3	2
15	10	Female	Black	1	<HS	Private	City	61.636243	63.630918	79.487549	2.621589	0.870127	0.641212	0	1	0	0	0	3	2
16	11	Female	White	3	Bachelors+	Public	Town	80.744456	74.484663	85.492588	3.064824	0.899503	1.59607	1	1	0	1	0	4	2
17	12	Female	White	1	<HS	Public	Rural	60.591362	67.483308	60.463226	2.852686	0.851762	0.880315	1	0	0	0	0	4	2
17	12	Female	Asian	2	HS	Public	Town	77.397079	74.575727	72.547076	3.142605	0.865335	0.826092	1	1	0	0	1	1	2
14	9	Male	White	2	SomeCollege	Public	Town	76.590001	70.023939	67.23985	3.227108	0.905668	0.987126	1	1	0	1	0	3	2
18	12	Female	White	4	Bachelors+	Public	City	63.722756	61.113424	66.185152	2.525463	0.818911	0.928852	1	1	0	1	1	3	3
15	10	Female	Black	3	HS	Public	Town	81.036681	81.776832	82.93533	3.30583	0.910166	0.78821	1	0	1	1	0	4	1
18	12	Male	White	4	Bachelors+	Public	Suburban	69.351965	64.120508	71.155841	2.171943	0.908045	0.207497	1	1	1	1	0	3	2
16	11	Female	Asian	4	Bachelors+	Public	Suburban	78.400814	87.107033	88.79848	3.348788	0.941397	1.15256	1	1	0	1	1	1	2
18	12	Male	Black	1	HS	Private	City	88.491179	88.858273	88.783544	3.34418	0.982773	1.56121	0	1	1	0	0	4	3
16	11	Male	White	3	Bachelors+	Public	Suburban	66.178963	63.498378	70.383335	2.658752	0.854513	1.299918	1	1	0	1	0	2	3
14	9	Female	White	4	SomeCollege	Private	Rural	57.757293	53.389136	52.769082	2.337807	0.812935	0.887218	1	1	0	0	0	2	3
18	12	Male	White	1	<HS	Public	Suburban	76.581446	73.588214	80.568381	3.157762	0.912237	1.282574	1	1	0	0	1	2	1
14	9	Male	White	4	SomeCollege	Public	Suburban	70.297809	67.033226	75.328022	3.268117	0.857749	0.575635	1	1	1	1	0	2	2
16	11	Male	Other	2	SomeCollege	Public	Rural	81.879311	83.332035	86.611647	3.98148	0.947142	0.831847	1	1	0	1	0	3	2

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