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	Other	3	SomeCollege	Public	Town	61.864181	63.363215	55.26865	2.672061	0.827117	0.152137	1	1	0	0	1	4	4
17	12	Female	White	3	SomeCollege	Public	Suburban	59.708097	62.555301	57.821071	3.104321	0.858385	0.316994	1	1	0	0	0	3	3
17	12	Female	White	2	SomeCollege	Private	Suburban	57.894721	64.39964	64.718412	2.457719	0.83904	0.823388	1	0	0	0	0	3	1
17	12	Female	White	3	HS	Public	City	59.445561	55.82106	45.320687	2.220299	0.813249	0.783905	1	0	0	0	1	2	3
16	11	Male	Black	2	SomeCollege	Public	Suburban	79.162321	95.09734	89.962733	3.319668	0.960159	1.055439	0	0	1	0	0	3	2
16	11	Female	Hispanic	1	<HS	Public	City	69.265491	71.658855	60.59899	2.257195	0.866342	0.88926	1	1	0	0	0	4	2
18	12	Male	Hispanic	2	HS	Public	Suburban	82.763838	70.114105	72.252691	3.282951	0.905418	1.113252	1	1	0	0	1	3	1
15	10	Female	White	1	SomeCollege	Public	City	81.125457	73.906011	75.263061	2.87143	0.91476	1.413746	0	1	0	0	1	3	3
18	12	Female	Hispanic	2	<HS	Public	Town	81.597314	74.974207	78.879605	2.978246	0.916064	0.929161	0	1	0	0	0	4	1
16	11	Male	Hispanic	1	Bachelors+	Public	City	74.43283	74.042503	78.572546	2.693822	0.943121	1.261554	0	1	0	1	0	3	1
16	11	Male	White	4	Bachelors+	Public	Suburban	77.44257	77.166208	74.637906	3.417779	0.897253	0.641157	1	0	0	1	1	3	1
17	12	Female	White	1	<HS	Public	Rural	64.148229	74.079125	71.405286	2.794141	0.856756	0.678096	1	1	0	0	0	3	1
15	10	Male	Hispanic	1	HS	Public	City	61.080975	64.009545	71.976121	2.003557	0.871713	1.179909	0	1	0	0	0	2	1
14	9	Male	White	2	SomeCollege	Public	Rural	61.709371	59.823409	66.959888	2.223749	0.854427	0.788863	1	1	0	1	0	4	1
16	11	Male	Hispanic	4	<HS	Public	City	71.7378	66.482503	63.691174	3.257405	0.835514	0.933628	1	1	0	0	0	3	1
16	11	Female	White	2	SomeCollege	Public	City	81.040232	74.57671	82.757262	3.684875	0.934037	0.769679	1	1	0	0	0	5	3
15	10	Female	Hispanic	4	SomeCollege	Public	City	92.032328	94.183731	87.611776	3.352285	0.932324	0.917344	1	1	1	1	0	2	2
17	12	Female	Hispanic	3	SomeCollege	Public	Town	71.559524	82.526109	68.686413	2.698732	0.889596	0.951915	1	0	0	0	1	2	1
15	10	Male	White	2	Bachelors+	Public	City	52.129469	60.270805	59.137144	2.292105	0.83271	0.698598	0	0	0	1	0	3	3
16	11	Female	Hispanic	4	HS	Public	City	62.959328	57.78721	60.916389	1.9967	0.841568	1.046552	1	0	0	0	0	3	2
18	12	Male	Black	4	HS	Private	City	74.165813	68.984043	61.728386	3.101567	0.839836	0.604202	1	1	1	1	0	4	2
14	9	Female	Hispanic	3	HS	Private	City	75.081448	78.816906	83.256466	3.323966	0.934653	1.234371	1	0	0	1	0	4	2
18	12	Female	Black	3	SomeCollege	Public	City	83.151784	82.426417	85.179445	3.445893	0.967526	1.420506	1	1	0	1	0	3	4
17	12	Male	White	1	HS	Public	Suburban	89.590703	84.785502	82.185231	3.123842	0.941875	1.38413	0	0	0	1	0	3	2
16	11	Female	Hispanic	3	<HS	Private	Rural	66.25607	80.490316	77.57644	3.0402	0.908163	1.190384	0	1	0	0	0	3	4
16	11	Female	White	3	SomeCollege	Public	City	70.416858	74.653607	72.75625	3.272528	0.870951	1.158933	1	1	1	1	0	2	1
15	10	Male	White	2	Bachelors+	Public	Suburban	88.430713	88.004974	96.993523	3.676381	1	1.359999	1	1	0	1	0	3	3
18	12	Male	Hispanic	3	SomeCollege	Public	City	63.250993	62.897962	68.143501	2.719382	0.831835	0.746196	1	0	0	1	0	3	1
17	12	Female	White	4	Bachelors+	Public	City	62.196493	49.866526	55.24199	2.002749	0.806666	0.591911	1	1	0	1	0	4	3
17	12	Male	White	2	SomeCollege	Public	City	83.399321	79.476998	83.55584	3.397821	0.953233	0.893534	1	1	0	0	1	1	2
16	11	Female	White	3	SomeCollege	Public	Suburban	69.004847	78.069805	61.77735	2.560931	0.846185	1.349424	1	0	0	0	0	2	1
17	12	Male	Black	3	HS	Public	City	54.662234	68.334654	65.161388	2.769624	0.803048	0.76645	1	1	0	0	0	3	4
17	12	Female	White	1	HS	Public	Rural	68.724023	76.807553	70.18252	2.740678	0.905633	1.108387	0	1	0	1	0	2	2
18	12	Female	Hispanic	3	HS	Public	Suburban	88.68647	95.247275	93.982513	3.938457	0.990392	1.091213	1	1	0	1	0	4	4
17	12	Male	White	3	SomeCollege	Public	Town	68.979782	76.81582	65.894515	2.237219	0.888226	1.280209	1	1	0	1	1	2	3
17	12	Male	Asian	1	<HS	Public	Suburban	76.046783	68.997158	68.89289	3.175313	0.867353	0.726035	1	1	1	0	0	1	1
14	9	Male	White	4	Bachelors+	Public	Rural	68.396465	69.786754	83.482092	2.548722	0.921513	1.043298	1	1	0	1	0	3	2
15	10	Male	Hispanic	3	SomeCollege	Public	Suburban	95.237905	78.479543	83.605225	3.366308	0.972582	1.272405	0	0	0	1	0	2	4
16	11	Female	White	2	<HS	Public	City	60.364694	79.867282	70.844121	3.194365	0.897434	0.92298	0	0	0	0	0	5	2
17	12	Female	White	4	Bachelors+	Public	City	86.05905	95.449861	86.648477	4	0.995038	1.378723	1	1	0	0	0	4	2
18	12	Male	White	2	<HS	Public	Suburban	83.137544	81.128738	83.668223	2.861411	0.941304	1.895118	1	0	1	1	0	2	3
16	11	Male	Hispanic	1	<HS	Public	Rural	71.142361	75.993969	62.181469	2.986575	0.863876	1.342869	1	1	0	0	0	4	3
17	12	Male	Hispanic	3	SomeCollege	Public	Suburban	76.548049	80.670767	69.970723	2.662053	0.922888	1.57022	1	0	0	1	0	3	2
14	9	Male	White	3	HS	Public	Town	70.830758	74.663822	68.320233	2.662088	0.899433	1.320735	1	0	0	0	0	3	1
17	12	Male	Black	3	SomeCollege	Public	Suburban	51.796473	64.319312	69.332863	2.710771	0.811046	0.413738	1	1	0	1	0	1	1
15	10	Male	White	3	SomeCollege	Public	Town	79.552456	76.366362	75.413908	3.453789	0.914908	1.328952	1	1	0	1	0	3	1
16	11	Female	White	2	HS	Public	City	74.492865	61.443982	73.118951	2.527001	0.881107	0.718087	1	0	0	0	1	3	2
17	12	Male	White	3	Bachelors+	Public	City	82.702303	76.14727	73.308846	2.540194	0.903387	0.532917	0	1	0	1	0	4	3
14	9	Female	Hispanic	2	<HS	Public	City	90.977208	91.460668	85.830837	4	1	1.212066	1	0	1	0	0	3	2
18	12	Female	White	1	SomeCollege	Public	City	76.456416	74.430731	74.214997	3.1915	0.862077	0.708079	1	1	0	0	0	3	3
18	12	Male	White	3	Bachelors+	Public	Suburban	82.646846	89.313881	95.351061	3.497735	0.991511	1.488297	1	1	0	0	0	3	2
17	12	Male	White	1	HS	Public	Suburban	79.621651	72.528708	77.946789	3.011691	0.899602	0.472036	1	1	0	0	1	2	4
15	10	Female	White	3	SomeCollege	Public	Town	79.125729	87.274129	79.32465	3.712244	0.944083	0.938481	1	0	0	1	0	3	1
14	9	Female	White	4	SomeCollege	Private	Rural	77.995903	77.558594	76.384245	2.553062	0.908142	0.923947	1	0	0	1	1	1	3
17	12	Female	White	4	HS	Private	Suburban	83.844089	74.42218	73.418988	2.603148	0.922667	0.955658	1	1	0	1	0	2	2
15	10	Male	White	4	SomeCollege	Private	Rural	76.972613	70.754216	78.824667	2.791755	0.909214	0.73312	1	0	1	1	0	2	1
17	12	Male	Two-or-more	1	HS	Public	Suburban	86.376553	85.660472	86.161551	3.451011	0.959132	1.37192	1	1	1	0	1	3	2
14	9	Male	White	4	SomeCollege	Public	Suburban	93.985664	92.32628	86.309834	3.634346	0.983991	1.218376	1	1	0	1	0	3	3
15	10	Female	White	2	HS	Public	Suburban	65.005663	70.356755	69.375	3.022205	0.871609	0.704104	1	0	0	1	0	3	1
17	12	Female	Hispanic	1	HS	Public	City	66.641101	68.987747	73.93817	2.578361	0.895848	1.621804	0	0	0	1	0	4	3
18	12	Female	White	4	Bachelors+	Private	Town	76.378141	70.204881	82.179326	2.834124	0.914066	1.17361	1	0	0	0	0	4	3
16	11	Male	Hispanic	4	Bachelors+	Public	Rural	68.909234	63.35665	61.48703	2.227466	0.83998	0.955991	1	0	0	1	0	4	3
18	12	Female	Black	4	Bachelors+	Public	City	81.16706	69.4305	72.332882	3.325115	0.910427	1.384025	1	0	0	1	0	3	4
16	11	Male	White	1	<HS	Public	City	77.718953	80.80258	78.196501	3.06866	0.915485	0.833123	0	1	0	0	0	4	1
14	9	Male	White	2	Bachelors+	Public	Suburban	59.95316	69.222523	71.018993	2.125218	0.868453	1.149527	1	0	0	1	0	3	1
16	11	Male	White	1	Bachelors+	Public	Suburban	56.852546	65.392809	60.420259	2.557157	0.832066	0.777752	1	0	0	1	0	4	1
14	9	Female	Two-or-more	1	<HS	Public	Suburban	95.695465	72.303704	95.346301	3.63029	1	1.832258	0	1	0	0	0	1	4
15	10	Female	Asian	4	Bachelors+	Public	City	78.333099	76.504036	76.973887	2.570388	0.892135	0.588893	1	0	0	0	0	4	1
17	12	Female	Other	3	SomeCollege	Public	City	70.230231	75.995071	72.986564	3.362052	0.849181	0.606031	1	1	1	0	0	3	3
17	12	Male	White	1	HS	Public	City	64.772759	76.374197	66.677891	2.698705	0.885649	1.052506	1	0	0	0	1	2	1
15	10	Male	Black	2	Bachelors+	Public	Suburban	53.710324	52.94801	58.219845	2.373197	0.832983	0.280539	1	1	1	0	0	4	4
17	12	Male	Asian	2	<HS	Private	Suburban	83.086803	73.175449	75.242587	2.833171	0.91603	1.10856	1	0	0	0	0	4	2
18	12	Female	Hispanic	4	SomeCollege	Public	City	69.515997	66.915513	66.981473	2.907018	0.887352	1.10627	1	1	0	0	0	2	2
18	12	Female	Hispanic	3	HS	Public	Rural	80.869857	92.389196	70.311021	3.807211	0.922447	1.4453	1	1	0	0	0	4	3
16	11	Male	White	3	SomeCollege	Public	Suburban	55.791589	59.920247	44.23069	2.425907	0.794293	0.599279	1	1	0	0	0	4	3
18	12	Female	White	4	HS	Public	City	89.780445	87.072256	87.733135	3.616089	0.969624	1.460907	1	0	0	0	0	2	3
17	12	Female	White	4	SomeCollege	Private	Rural	90.239133	89.206887	100	4	1	1.127604	1	1	0	1	1	4	2
17	12	Female	Hispanic	4	<HS	Private	Town	71.192965	73.494775	80.72418	2.900265	0.881382	0.859782	1	1	0	0	1	2	1
16	11	Female	Hispanic	4	SomeCollege	Public	City	80.483351	74.89088	88.077083	3.015301	0.936047	1.236428	1	1	0	1	0	3	2
17	12	Male	White	4	SomeCollege	Public	Town	81.469263	82.108959	84.73955	3.67161	0.94562	1.131003	1	0	0	0	0	4	3
18	12	Female	White	3	Bachelors+	Public	Suburban	76.783479	86.437013	95.089738	3.231795	0.982899	1.098244	1	0	1	0	0	1	1
15	10	Male	White	3	SomeCollege	Public	Town	57.520099	60.436511	56.121528	2.560347	0.786926	0.195375	1	0	0	0	0	3	1
14	9	Male	White	4	<HS	Public	City	67.815684	68.940953	55.324078	2.749881	0.87014	0.507507	1	1	0	0	0	2	3
14	9	Female	Black	2	HS	Public	City	67.244315	57.008966	69.444016	2.820007	0.827199	0.877548	1	0	0	0	1	4	3
18	12	Female	Hispanic	1	HS	Public	City	70.574093	67.038636	74.479657	2.847076	0.876037	0.557074	1	1	0	0	0	4	1
16	11	Male	White	3	Bachelors+	Public	Rural	82.978087	82.678124	97.407608	3.290856	0.969593	1.273112	1	0	0	1	1	3	2
17	12	Female	White	2	HS	Public	Suburban	73.095106	78.445605	73.651542	3.763243	0.890941	1.202278	1	1	0	1	0	2	3
18	12	Female	White	2	SomeCollege	Public	City	80.37281	70.074874	66.470065	3.113524	0.906585	1.04484	1	0	0	0	0	2	1
17	12	Male	Hispanic	3	SomeCollege	Public	Suburban	73.49491	75.379812	66.13737	2.911389	0.898421	1.299607	0	1	0	0	0	4	3
17	12	Male	Two-or-more	4	Bachelors+	Private	Suburban	79.858415	80.381534	64.873314	3.100777	0.859078	0.663938	1	0	0	0	0	3	2
14	9	Male	White	1	<HS	Public	City	50.559254	70.568599	68.200259	2.2082	0.823094	0.329424	1	1	0	0	1	4	3
18	12	Female	Black	4	HS	Public	Rural	77.447631	69.045966	73.834592	2.825515	0.879169	0.844433	1	1	0	0	0	5	3
14	9	Female	Two-or-more	4	SomeCollege	Public	City	63.012252	63.400092	65.275364	3.351531	0.847901	1.360341	1	1	0	1	0	3	1
18	12	Male	White	2	HS	Public	City	77.25209	79.776899	82.045568	2.746493	0.902252	1.22289	0	0	0	0	0	4	4
18	12	Female	White	4	SomeCollege	Public	Suburban	68.089568	71.690151	70.203244	3.095005	0.878458	0.89425	1	0	0	1	1	3	3
16	11	Male	Hispanic	3	HS	Public	Suburban	67.264467	68.397343	68.129668	2.351553	0.905504	0.6558	0	0	0	0	0	2	2
17	12	Female	White	2	<HS	Public	Rural	62.735278	67.005434	63.681974	2.67923	0.856569	0.431799	1	1	0	0	0	5	3
16	11	Male	Hispanic	3	HS	Public	Town	89.684057	90.791676	89.959626	3.982182	0.941297	1.722228	1	1	0	0	0	3	1
16	11	Male	Hispanic	3	Bachelors+	Public	Town	59.893596	62.628087	57.802003	2.405017	0.782718	0.792761	1	0	0	0	0	5	2
16	11	Female	White	3	HS	Private	Rural	79.02836	79.746193	79.847228	3.117636	0.91696	1.591074	1	1	0	0	0	3	1

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