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	White	1	SomeCollege	Public	Suburban	76.690601	71.326419	68.850631	2.989564	0.877388	0.293474	0	0	0	0	0	2	2
18	12	Female	Hispanic	4	SomeCollege	Private	Town	75.096133	71.917637	77.275655	3.257467	0.903396	1.205923	1	0	0	0	0	4	4
18	12	Female	Hispanic	1	<HS	Private	Suburban	81.79407	87.072467	74.594508	3.678581	0.938082	1.686679	1	1	1	0	0	3	1
18	12	Female	Two-or-more	3	<HS	Private	City	61.675146	63.890883	62.454948	2.266926	0.838032	0.488325	1	0	1	0	1	3	2
16	11	Female	White	3	HS	Private	City	69.387448	70.97849	66.862924	2.354652	0.877369	0.735246	0	1	0	0	0	4	1
15	10	Male	Hispanic	4	SomeCollege	Private	Rural	93.766666	80.094294	100	3.346358	0.989914	1.5255	1	1	1	1	0	3	1
18	12	Male	Hispanic	2	HS	Public	City	89.437371	80.151251	96.97949	3.630558	0.960078	1.158141	0	1	0	1	0	3	1
17	12	Female	Other	2	SomeCollege	Public	Suburban	78.385946	86.870308	88.670109	3.442309	0.984941	1.387596	1	1	0	1	0	3	2
18	12	Female	White	3	SomeCollege	Public	City	64.75113	76.892612	75.071509	3.062452	0.869369	1.249973	1	1	1	1	1	5	1
15	10	Female	Black	2	SomeCollege	Public	Suburban	78.86094	60.720165	83.097639	3.175522	0.872403	1.300113	1	1	0	1	0	4	1
16	11	Female	Black	1	SomeCollege	Private	Rural	83.626207	88.709344	92.045825	3.002452	0.954199	1.437177	0	0	0	1	0	2	1
15	10	Male	White	2	HS	Public	City	63.402819	68.841142	62.920736	1.998555	0.835967	1.440649	1	0	0	0	1	2	3
17	12	Female	Hispanic	2	SomeCollege	Public	Suburban	76.733124	72.272228	78.579967	2.718703	0.907139	0.922094	1	1	0	1	0	4	4
17	12	Male	White	4	Bachelors+	Public	Rural	70.663943	67.298794	62.144177	2.744938	0.832814	0.470342	1	1	1	1	0	4	3
16	11	Female	Hispanic	3	Bachelors+	Public	City	61.847712	69.019961	70.347099	2.413996	0.839178	0.940495	1	1	0	1	0	1	2
17	12	Male	Hispanic	2	HS	Public	City	94.930779	91.487574	97.919252	3.92584	0.988047	1.162242	1	1	1	0	1	5	1
14	9	Male	White	1	HS	Public	Suburban	72.805764	75.644474	75.880094	2.693692	0.869883	0.996743	1	1	0	0	0	4	1
17	12	Male	White	1	SomeCollege	Public	City	57.059214	68.988264	67.03725	2.526208	0.850197	0.292837	0	1	1	0	0	4	2
17	12	Male	Hispanic	3	SomeCollege	Public	Suburban	82.365198	78.559457	83.635752	2.830047	0.969582	1.354262	1	1	1	0	0	4	1
15	10	Male	White	2	SomeCollege	Public	City	70.358014	82.977016	75.431222	3.050726	0.860688	1.138237	1	1	0	0	0	4	1
17	12	Female	Hispanic	4	Bachelors+	Public	Rural	78.454638	76.999153	78.736128	3.245312	0.898237	1.352496	1	1	0	0	0	3	1
15	10	Female	Hispanic	2	HS	Public	Rural	85.365679	71.707794	75.819146	2.973231	0.944987	0.837449	1	0	0	0	1	3	1
15	10	Male	White	2	SomeCollege	Public	Rural	70.825267	57.263948	56.643277	2.537121	0.819097	1.03399	1	1	0	0	0	3	1
16	11	Female	White	1	HS	Public	Suburban	71.281865	70.732976	76.81742	3.051894	0.860967	0.941533	1	1	0	1	0	4	2
15	10	Female	Black	1	Bachelors+	Public	City	81.379117	76.733207	80.727466	2.86767	0.924548	1.30305	1	1	1	0	0	2	2
17	12	Male	Hispanic	1	Bachelors+	Public	Rural	79.84133	80.472723	78.886569	2.954227	0.932461	1.216674	0	0	0	1	1	1	4
17	12	Male	Black	4	<HS	Public	Rural	86.694621	89.675655	89.957307	3.678612	0.94127	1.076696	1	1	0	0	0	4	3
16	11	Male	White	4	SomeCollege	Public	City	72.909091	65.081896	73.298787	2.986356	0.861942	0.855146	1	1	1	0	0	4	2
15	10	Male	Hispanic	4	Bachelors+	Public	Town	64.210647	75.633009	66.184038	3.128383	0.831851	0.622388	1	0	0	1	1	3	1
18	12	Male	Black	2	Bachelors+	Private	City	98.025442	90.591399	91.467564	3.799808	0.991746	1.506603	1	0	0	1	0	3	3
16	11	Male	White	1	HS	Public	Suburban	92.720743	100	100	4	1	1.542385	0	1	0	0	0	2	2
14	9	Male	Other	1	HS	Public	Suburban	78.704668	58.884796	63.891538	3.007603	0.8581	0.7717	0	1	0	0	0	3	2
16	11	Female	White	4	SomeCollege	Public	Town	63.132364	78.243372	66.738022	3.30793	0.867909	1.028641	1	1	0	1	1	2	1
15	10	Female	White	1	SomeCollege	Public	Suburban	74.808272	80.117945	60.816852	2.197071	0.900577	1.087112	0	1	0	0	0	4	2
15	10	Female	White	1	<HS	Public	City	83.755948	85.026566	77.530884	3.465267	0.955446	1.11815	1	0	0	0	0	2	1
15	10	Male	Two-or-more	4	Bachelors+	Public	City	77.462984	76.758823	83.856707	3.083303	0.961818	0.45243	1	1	0	0	0	4	2
15	10	Male	White	4	SomeCollege	Public	Suburban	71.209427	70.133325	61.362197	2.812274	0.892587	0.963701	1	1	1	1	0	3	1
14	9	Female	Hispanic	4	Bachelors+	Public	Town	65.612997	67.85305	75.926445	2.843091	0.881222	1.069993	1	0	0	1	0	3	2
14	9	Female	White	4	SomeCollege	Public	Suburban	87.923694	81.765565	88.012966	3.866361	0.935224	1.667163	1	0	1	0	0	2	1
16	11	Male	White	4	SomeCollege	Public	City	82.1276	81.795868	75.351322	3.122922	0.978233	1.138195	1	0	0	1	0	4	3
15	10	Female	White	3	SomeCollege	Private	City	82.528881	79.207898	80.604179	3.113965	0.941425	1.243779	1	0	0	0	0	3	2
16	11	Male	Black	1	HS	Public	Suburban	81.989191	73.606226	69.654149	3.043625	0.923812	0.77402	1	1	1	0	1	4	2
18	12	Male	Black	2	SomeCollege	Private	Town	89.047912	74.40213	77.665142	3.300833	0.930266	1.168929	0	0	0	0	0	4	2
17	12	Male	Hispanic	2	HS	Public	Suburban	78.677826	85.889094	79.397546	3.874982	0.954534	0.865146	1	0	0	0	0	2	3
17	12	Female	Black	4	Bachelors+	Public	City	56.390719	54.475976	64.890465	1.827487	0.836555	0.544806	1	0	0	1	0	4	1
14	9	Female	Black	2	HS	Public	Rural	85.461981	73.318287	74.014203	3.325833	0.926991	1.135363	1	1	0	1	0	3	3
15	10	Female	Hispanic	4	SomeCollege	Private	Town	79.171223	75.921509	77.889353	2.789194	0.915381	1.482528	1	0	0	0	0	2	2
18	12	Male	Black	2	SomeCollege	Public	Rural	78.215712	60.963726	73.037288	3.242284	0.881809	0.486571	0	1	0	1	1	4	1
15	10	Female	White	4	Bachelors+	Public	Suburban	95.050779	88.685987	87.06528	3.059321	0.975402	1.52638	1	0	0	1	0	4	3
15	10	Male	Black	2	SomeCollege	Public	Rural	75.356286	70.448764	82.776814	3.077396	0.887349	1.400441	1	1	0	1	0	3	2
18	12	Female	Hispanic	3	SomeCollege	Public	Rural	67.290462	66.896731	75.410998	2.533484	0.916194	1.063902	1	1	0	1	0	3	3
14	9	Male	Black	3	<HS	Private	Suburban	77.828214	77.531218	72.791645	2.957606	0.943848	1.118709	1	0	0	0	0	4	4
16	11	Male	Hispanic	2	HS	Public	Suburban	73.786833	74.403873	91.103156	2.833607	0.918167	1.168378	1	1	0	0	0	4	3
14	9	Female	White	3	SomeCollege	Public	Suburban	92.943004	93.3928	85.950902	3.765279	0.983183	1.259251	1	0	0	1	0	2	2
16	11	Female	Hispanic	4	Bachelors+	Private	Rural	66.197417	65.277035	74.021965	3.102146	0.903393	0.960026	1	1	0	1	0	4	3
17	12	Female	Hispanic	3	SomeCollege	Private	Rural	82.375329	82.354121	77.446875	3.410888	0.966361	1.498488	0	1	0	0	0	4	3
16	11	Female	White	2	SomeCollege	Public	City	100	96.400175	79.578501	4	1	1.095744	1	1	0	1	0	4	2
17	12	Male	Hispanic	2	HS	Public	City	52.394742	58.166968	65.074088	2.817006	0.800317	0.514168	1	1	0	1	0	4	3
18	12	Male	Black	4	SomeCollege	Public	City	68.151	65.366025	69.214801	3.351499	0.892065	0.551686	1	0	0	1	1	3	2
15	10	Male	Black	2	<HS	Public	City	76.140709	78.067788	78.103806	2.885865	0.883889	1.399096	1	0	0	1	0	2	3
14	9	Female	Hispanic	4	SomeCollege	Private	Rural	85.457799	85.540057	96.296728	3.030861	0.949234	1.398518	1	1	0	1	0	3	4
18	12	Female	Black	1	SomeCollege	Public	Suburban	73.619297	67.549482	63.037098	2.511195	0.865011	1.014069	1	0	0	0	0	3	3
18	12	Male	Hispanic	4	SomeCollege	Public	City	78.000613	72.369592	79.395634	3.530349	0.913941	0.931411	1	1	1	1	0	4	3
14	9	Male	Asian	1	HS	Public	Rural	75.387594	83.606409	76.402444	2.972886	0.910792	0.587731	1	1	0	1	0	4	2
14	9	Female	Asian	1	<HS	Public	Suburban	66.756625	67.453294	63.87087	2.798522	0.869189	0.855834	1	0	0	0	1	3	2
15	10	Female	White	1	HS	Public	City	72.967181	80.910095	69.109905	3.140318	0.926523	0.848384	1	1	0	1	1	4	2
18	12	Female	White	2	<HS	Public	Suburban	75.286603	78.577331	69.146484	2.864637	0.912365	0.912767	1	1	1	0	1	2	1
16	11	Female	Black	1	HS	Public	City	80.128692	75.554508	56.019219	2.719754	0.865411	0.561212	0	1	0	0	0	3	3
15	10	Female	White	4	Bachelors+	Private	City	81.682826	70.947996	79.739675	2.751654	0.952394	0.897239	1	1	1	0	0	4	1
17	12	Female	Asian	3	HS	Public	Rural	63.217567	70.401669	78.547099	3.043158	0.873314	1.159548	1	1	0	0	0	5	2
16	11	Female	Hispanic	4	SomeCollege	Public	Town	71.408957	68.341444	57.888283	1.841215	0.884	0.635645	1	1	0	1	0	2	2
16	11	Female	White	3	<HS	Public	City	87.930107	84.990048	87.148789	3.415426	0.959117	1.339575	1	0	0	0	0	3	2
15	10	Male	White	3	HS	Private	Suburban	69.31059	80.757701	63.41828	3.137227	0.893316	1.134169	1	1	1	1	0	2	4
14	9	Male	Black	4	Bachelors+	Private	Town	76.166985	71.166799	78.179546	2.990814	0.921457	0.57316	1	1	0	0	0	2	1
14	9	Male	White	1	<HS	Public	Rural	86.606616	90.645628	82.932722	3.7248	0.993724	1.095993	0	0	0	0	0	1	1
14	9	Male	White	3	HS	Public	City	66.218408	58.597721	64.280458	1.994892	0.84417	0.69195	1	1	0	1	0	3	2
18	12	Male	Hispanic	3	HS	Public	Town	73.10334	71.895137	61.381582	3.064558	0.874528	1.068209	1	0	0	0	0	3	3
16	11	Male	Hispanic	4	SomeCollege	Public	Suburban	80.958181	68.029746	67.789798	2.855723	0.883755	0.988538	1	0	0	1	0	1	3
14	9	Male	Black	4	SomeCollege	Public	Town	77.754895	78.297239	71.577674	3.348123	0.916095	0.119704	1	1	0	0	0	2	1
16	11	Female	Black	2	HS	Public	Suburban	71.840729	85.103224	69.828811	3.399177	0.900491	1.175985	0	1	0	1	1	2	2
18	12	Male	White	2	SomeCollege	Public	Suburban	66.153674	70.824032	73.637369	2.856511	0.889733	1.286039	1	1	0	1	0	3	2
16	11	Male	Black	2	<HS	Public	Town	74.173346	67.284122	83.860778	3.459697	0.909865	0.956668	1	1	0	1	1	5	1
17	12	Male	Hispanic	3	Bachelors+	Public	Suburban	83.619763	78.111491	85.7347	3.116232	0.934001	1.369708	1	0	0	0	0	2	1
18	12	Male	Black	1	<HS	Public	Suburban	67.657181	74.952281	67.249919	2.10824	0.883303	0.90611	1	0	0	0	0	2	2
15	10	Female	White	1	<HS	Public	Suburban	80.939692	78.24926	69.07687	2.727726	0.881497	1.37347	0	1	0	0	0	5	3
15	10	Male	White	1	<HS	Public	City	77.84661	63.361421	72.723796	2.708637	0.870066	1.155506	0	1	0	0	1	3	1
15	10	Female	White	1	<HS	Public	Rural	87.510087	77.984285	85.593479	3.248682	0.992989	1.252817	0	0	0	0	0	1	2
14	9	Male	Hispanic	3	HS	Public	City	73.334197	73.166845	76.134428	3.057955	0.896322	0.875927	1	0	0	0	1	3	2
16	11	Male	White	3	SomeCollege	Public	City	69.285625	70.101277	63.684294	3.111001	0.836763	0.911356	1	1	0	1	0	4	2
15	10	Male	White	3	<HS	Public	Rural	80.833011	80.47143	76.239963	3.534963	0.939136	0.975342	1	1	0	1	0	4	1
18	12	Male	Hispanic	3	SomeCollege	Private	Suburban	80.149467	72.528978	93.712004	3.630017	0.925012	1.799456	1	1	0	1	0	2	2
14	9	Female	Hispanic	3	HS	Private	City	65.418086	73.931839	67.66706	2.982932	0.874239	0.557071	1	1	0	0	1	4	2
17	12	Female	White	4	Bachelors+	Private	Suburban	84.179028	85.9351	87.248714	3.607754	0.948238	1.488363	1	1	0	0	0	2	3
16	11	Female	White	3	HS	Public	City	70.313935	81.821573	62.999642	2.509182	0.886721	0.467432	1	0	0	1	0	4	3
16	11	Female	White	3	Bachelors+	Private	Suburban	82.562971	75.618813	81.771612	3.614887	0.922177	1.178294	0	0	0	1	1	5	2
16	11	Male	Hispanic	2	HS	Public	Rural	81.324614	71.133324	81.605747	2.9268	0.935868	0.661855	1	0	0	0	1	3	2
17	12	Female	Two-or-more	2	<HS	Public	City	69.507863	75.920245	64.506826	2.179439	0.843023	0.969131	0	0	1	0	1	4	3
18	12	Female	White	3	HS	Public	Suburban	70.831375	81.39588	68.970272	2.755886	0.898999	1.223094	1	1	0	0	1	4	2
18	12	Male	Asian	1	SomeCollege	Public	Suburban	71.706259	60.875525	70.288612	3.054859	0.880891	1.437386	1	1	0	1	0	3	2
15	10	Female	White	1	<HS	Private	Rural	73.525135	81.579629	67.656368	3.066358	0.911498	0.893086	0	1	0	0	0	5	2

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