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
16	11	Female	White	4	HS	Public	City	77.120772	78.673344	92.404591	3.372787	0.925235	1.209181	1	0	0	1	1	3	3
14	9	Male	Black	3	<HS	Public	City	76.914823	78.58167	72.628316	3.140435	0.926506	0.857423	1	1	0	1	0	2	2
18	12	Male	Hispanic	1	<HS	Public	City	66.318161	59.047103	63.87196	2.623513	0.848173	0.911685	0	0	0	0	0	2	3
15	10	Male	White	3	HS	Public	Suburban	67.759584	81.40859	75.007375	2.88066	0.919486	0.426613	0	1	0	0	1	2	3
16	11	Female	White	1	HS	Public	City	82.714499	84.482715	83.451548	3.431062	0.965219	1.182321	1	0	0	0	0	4	3
16	11	Male	White	3	Bachelors+	Private	Suburban	66.991335	69.160109	75.048109	2.65064	0.909225	0.973732	1	1	0	1	0	3	2
18	12	Female	White	3	Bachelors+	Public	City	76.571215	71.535555	82.192796	2.624406	0.911503	1.049999	1	0	0	1	1	3	2
14	9	Female	Black	2	HS	Public	Suburban	76.316243	71.756041	73.031343	2.991735	0.927272	0.588125	1	1	0	1	0	4	1
18	12	Female	Hispanic	3	Bachelors+	Public	Suburban	70.123683	74.92012	78.160061	3.188433	0.910205	1.33194	1	0	0	1	0	1	1
14	9	Female	Black	1	SomeCollege	Public	Town	64.69492	70.513531	72.765622	2.423307	0.811686	0.842637	0	0	0	0	0	2	4
17	12	Male	Black	2	Bachelors+	Public	Suburban	70.439404	86.128218	79.323686	3.977059	0.917025	1.310801	1	0	0	1	0	3	2
14	9	Male	Black	1	Bachelors+	Public	Suburban	74.928027	79.972198	78.465039	2.966115	0.954587	1.391211	1	1	0	0	0	3	1
16	11	Female	Black	4	Bachelors+	Public	Suburban	74.995353	78.176009	79.834892	3.965441	0.933984	0.895705	1	0	1	0	0	3	2
16	11	Male	Black	1	<HS	Public	City	72.846413	76.575295	73.024428	2.596421	0.906427	0.694324	1	0	0	1	0	3	1
18	12	Female	Hispanic	2	HS	Public	Suburban	68.661993	79.434185	81.754445	3.186203	0.903881	1.144661	0	1	0	0	0	1	2
17	12	Female	Hispanic	1	<HS	Public	City	87.503371	75.901953	74.508138	3.190539	0.893793	1.406334	1	1	0	0	1	4	2
14	9	Male	Other	2	SomeCollege	Private	City	75.74096	81.091204	81.808146	3.04344	0.932095	1.164688	1	1	0	1	0	4	2
16	11	Male	Black	1	HS	Public	Rural	77.903857	83.720093	90.596669	3.384273	0.945336	1.196832	0	1	0	0	0	3	1
18	12	Female	Hispanic	1	HS	Public	Rural	64.942334	67.412922	86.737269	2.918955	0.934631	1.102679	1	1	1	0	0	3	1
15	10	Male	White	4	Bachelors+	Public	Suburban	70.027062	72.21163	70.297714	3.242123	0.84024	1.194813	1	0	1	1	0	3	2
18	12	Male	White	3	SomeCollege	Public	Rural	81.242082	73.136281	70.000999	3.319302	0.890142	1.038436	1	0	1	0	0	1	1
16	11	Male	White	4	Bachelors+	Public	Suburban	87.456454	83.749736	94.825096	3.356095	0.950241	1.403441	1	1	0	0	1	3	1
18	12	Male	Asian	2	Bachelors+	Private	Suburban	59.885675	53.618494	64.567983	2.266352	0.832268	0.575698	1	0	0	1	0	4	2
14	9	Male	Black	2	HS	Public	Suburban	73.985467	69.59224	72.288132	2.981374	0.87787	1.458989	1	1	0	1	0	3	5
18	12	Male	Black	1	<HS	Public	Suburban	76.694562	66.778325	68.11825	3.192369	0.90049	1.405337	1	1	0	0	1	5	2
16	11	Male	White	3	<HS	Public	Suburban	74.030985	69.993324	74.643882	2.573376	0.89195	1.180264	1	1	0	0	0	4	2
15	10	Male	White	1	<HS	Public	Suburban	74.584781	83.253099	80.975476	2.744552	0.925414	1.010671	1	0	0	0	0	5	1
14	9	Male	Hispanic	2	<HS	Public	Rural	79.247618	69.849256	73.30041	2.843809	0.87146	1.080666	1	0	0	0	0	3	2
17	12	Male	Black	2	HS	Public	Suburban	85.929248	66.4726	67.098573	2.598617	0.92357	0.777492	1	1	0	0	0	4	2
14	9	Female	White	3	SomeCollege	Public	Suburban	76.305316	75.797094	75.213618	3.129652	0.882365	0.916211	0	1	0	1	1	4	2
18	12	Female	White	1	<HS	Public	City	82.517288	92.940827	86.692467	3.40517	0.977361	0.986439	1	1	0	1	0	3	3
18	12	Male	Hispanic	4	Bachelors+	Public	Suburban	86.429444	79.966667	85.280525	3.158656	0.951448	1.142369	1	1	0	0	0	3	1
16	11	Female	Hispanic	3	<HS	Public	Rural	87.355976	70.569945	77.846105	3.687165	0.943202	1.251456	1	1	0	1	0	3	2
14	9	Male	Hispanic	4	Bachelors+	Public	City	67.658424	71.7942	64.378873	2.51403	0.833828	0.638891	1	1	0	0	0	3	1
17	12	Female	White	3	<HS	Public	Suburban	61.209722	70.62579	63.996491	2.38891	0.853004	0.709985	1	0	1	0	0	4	1
18	12	Male	Asian	4	SomeCollege	Public	Suburban	83.520223	85.022119	89.47536	3.396913	0.973875	0.936531	1	0	0	0	0	3	1
15	10	Male	White	2	SomeCollege	Public	City	63.402028	55.737816	68.688725	2.535129	0.866487	0.526157	1	0	0	0	1	4	3
18	12	Female	Hispanic	3	SomeCollege	Private	City	67.412355	74.272601	67.590419	2.988747	0.869879	0.618124	1	0	0	0	1	4	2
15	10	Female	Black	2	HS	Public	Rural	70.248553	70.627174	74.096689	2.908087	0.863558	1.071884	0	1	1	1	0	3	3
14	9	Male	Hispanic	2	HS	Public	City	67.531744	65.478339	56.012094	2.893857	0.852258	0.377318	0	0	0	1	0	1	2
15	10	Male	White	4	SomeCollege	Private	Rural	95.834149	96.100866	88.726899	3.332654	0.972465	1.261997	1	1	0	0	0	4	1
14	9	Male	White	4	Bachelors+	Public	Rural	86.297604	79.12139	95.624922	3.84844	0.951024	1.386086	1	1	0	1	0	3	3
16	11	Female	Two-or-more	1	HS	Private	Suburban	60.753639	58.570391	62.256784	2.1414	0.848616	0.281451	1	0	1	1	1	3	1
18	12	Male	White	3	SomeCollege	Public	Suburban	85.321545	76.676322	83.441066	3.480812	0.943449	1.070489	1	1	1	1	0	2	2
14	9	Male	White	2	HS	Private	Suburban	79.213785	70.829641	80.243085	3.190964	0.935016	1.117709	1	0	0	1	1	3	2
16	11	Female	Hispanic	1	HS	Public	City	74.407567	72.259732	73.308443	2.635218	0.905396	1.691925	1	0	0	1	0	4	1
14	9	Male	White	4	Bachelors+	Private	City	59.662904	65.724005	58.675311	2.639916	0.807322	0.983157	1	0	0	1	1	4	3
17	12	Female	White	3	SomeCollege	Private	Suburban	61.169027	75.876269	74.235587	2.637797	0.865315	1.045922	1	0	0	1	0	3	3
14	9	Female	White	1	<HS	Public	City	59.267503	56.153922	66.415446	2.048422	0.806902	0.612177	0	0	0	0	1	4	1
15	10	Female	Black	2	HS	Public	Suburban	96.40156	84.209618	85.949997	3.558753	0.936177	1.138883	1	1	0	1	0	2	2
16	11	Male	Hispanic	3	HS	Public	Suburban	67.488263	70.459966	79.615539	2.907228	0.875987	0.937915	1	1	0	1	1	3	2
18	12	Male	Two-or-more	2	SomeCollege	Public	Suburban	84.987619	67.907287	87.838025	3.425863	0.919641	1.39072	1	1	0	0	1	1	2
15	10	Male	Two-or-more	1	HS	Public	Suburban	81.192327	71.785523	76.500817	2.971632	0.92824	1.21823	0	1	0	0	0	2	3
16	11	Female	Hispanic	1	<HS	Public	Town	77.485641	72.742166	75.361076	2.831068	0.912134	1.347818	1	1	0	0	0	3	2
14	9	Female	White	3	SomeCollege	Private	Rural	59.886677	63.903889	66.775326	2.850433	0.867626	0.514105	1	0	1	0	0	2	2
18	12	Male	White	1	HS	Public	Suburban	68.731678	61.122932	65.175511	2.433108	0.832089	1.066148	1	1	0	0	1	1	1
14	9	Male	White	4	Bachelors+	Private	Suburban	68.227771	69.671056	71.196705	3.122907	0.880187	0.745537	1	1	0	1	1	4	1
14	9	Male	Hispanic	1	<HS	Public	Rural	59.922326	49.095757	60.864528	2.771553	0.816951	1.05328	0	1	0	0	0	3	2
17	12	Male	White	3	SomeCollege	Public	City	81.106908	71.069799	84.758239	3.626917	0.900771	1.236331	1	1	0	0	1	5	2
18	12	Female	White	1	Bachelors+	Public	Rural	61.224479	65.779943	65.960806	2.749759	0.841185	0.662575	1	1	0	0	0	3	2
15	10	Male	Hispanic	1	<HS	Public	Rural	69.514315	73.431097	62.10501	2.835354	0.881971	0.844381	1	1	0	0	1	3	2
15	10	Male	Hispanic	2	SomeCollege	Private	Suburban	76.309047	80.049556	79.407671	3.380993	0.898824	0.768931	1	0	1	0	0	3	1
16	11	Female	White	3	SomeCollege	Private	Suburban	81.478873	81.902246	81.575304	3.00382	0.945245	1.038789	0	1	0	0	0	2	3
18	12	Male	White	4	Bachelors+	Public	Suburban	85.525226	84.025538	77.468535	3.156777	0.897181	1.077673	1	1	0	1	0	2	3
15	10	Female	Hispanic	1	<HS	Public	Rural	78.497311	85.372902	80.069864	3.019996	0.919058	1.041916	1	0	0	0	0	5	3
16	11	Female	Hispanic	1	<HS	Public	City	78.792045	76.331027	77.825515	3.169681	0.901083	1.12861	1	1	0	1	0	2	2
18	12	Female	Hispanic	3	Bachelors+	Public	Suburban	78.929587	67.363169	90.604984	3.036095	0.886111	1.158769	1	1	0	0	0	2	1
18	12	Female	Hispanic	3	Bachelors+	Public	Rural	54.279239	63.154566	56.921208	2.585399	0.792902	0.944375	1	0	0	1	0	4	2
18	12	Female	Hispanic	4	SomeCollege	Public	Suburban	92.074595	79.950853	100	3.5764	1	1.244451	1	1	1	1	1	3	2
17	12	Male	White	3	SomeCollege	Public	Suburban	85.186935	83.677197	85.741588	3.163064	0.936487	0.832025	0	1	0	1	0	3	2
14	9	Male	Hispanic	4	SomeCollege	Private	City	75.932882	74.912927	77.55564	2.496225	0.93065	1.575197	1	1	0	1	0	3	3
14	9	Female	Hispanic	2	<HS	Public	Suburban	82.008876	80.322861	75.237445	2.892193	0.975485	0.995349	0	1	0	0	0	4	2
17	12	Male	Asian	3	SomeCollege	Public	Suburban	82.464012	71.874536	74.464384	3.165394	0.858387	1.42156	1	0	0	0	1	1	2
17	12	Female	White	2	HS	Public	City	83.120039	75.933616	75.353461	2.599121	0.894328	0.757477	1	0	0	1	0	4	2
14	9	Female	Hispanic	1	HS	Public	Suburban	76.28923	61.101258	69.801872	2.684654	0.880302	0.802835	1	0	0	0	0	3	2
17	12	Female	White	4	Bachelors+	Public	Rural	67.806867	62.178992	69.060171	3.1742	0.858283	0.746858	1	1	0	1	1	4	2
16	11	Female	Hispanic	1	HS	Public	Town	67.661783	74.401368	64.807448	2.718914	0.867901	0.88114	1	1	0	0	1	2	2
15	10	Male	White	1	HS	Public	Town	82.573492	76.37174	78.523894	3.488672	0.917031	0.952209	1	0	0	1	1	4	2
16	11	Male	White	1	<HS	Public	City	61.141097	62.180246	60.955067	2.261112	0.811094	0.897779	0	0	0	0	0	2	4
15	10	Female	Two-or-more	4	SomeCollege	Public	Suburban	81.817268	81.311106	71.597236	3.082132	0.91367	1.092736	1	0	0	0	0	3	2
18	12	Female	Hispanic	4	HS	Private	Suburban	84.604602	79.393021	83.729204	3.174004	0.942156	0.806433	1	1	0	0	1	5	1
18	12	Female	Two-or-more	1	HS	Public	City	88.003572	87.000636	80.218775	3.521982	0.952573	0.812994	0	1	1	0	0	4	3
17	12	Female	Hispanic	3	HS	Public	City	62.26796	59.129318	70.99993	2.260931	0.847499	0.666299	1	0	0	0	0	4	1
15	10	Female	Other	4	SomeCollege	Public	City	76.936991	67.604622	75.472089	2.650095	0.926441	1.269972	1	0	0	1	1	3	1
15	10	Female	Hispanic	2	HS	Public	Suburban	78.068124	76.814528	72.300807	2.301888	0.859935	0.948199	1	1	1	0	0	1	1
18	12	Female	Hispanic	1	Bachelors+	Public	Suburban	76.088111	77.751678	81.42087	2.833326	0.914042	0.728751	0	1	0	1	1	2	3
17	12	Male	Black	2	SomeCollege	Public	Town	78.328886	76.35051	65.627849	3.14364	0.847228	0.992586	1	1	1	0	0	3	2
16	11	Male	Hispanic	1	HS	Public	Town	87.521206	82.44145	79.474292	3.147958	0.935346	1.28121	0	0	0	0	0	2	3
17	12	Male	Hispanic	2	HS	Public	Rural	69.897514	78.168743	61.742401	3.052498	0.864803	0.661637	1	0	0	0	0	2	4
15	10	Male	Asian	2	SomeCollege	Public	City	75.093633	62.086215	66.13073	2.735706	0.867881	0.262771	1	1	0	1	0	1	1
17	12	Male	Hispanic	1	HS	Public	City	72.373137	85.903165	70.397825	2.874329	0.955793	0.940224	0	0	0	0	0	2	3
14	9	Male	White	1	SomeCollege	Public	City	62.950611	59.894919	68.314154	2.771435	0.831088	1.22652	1	1	0	1	0	2	2
15	10	Male	White	2	<HS	Public	Town	73.739918	84.651931	79.001945	3.46494	0.925054	0.996342	1	0	0	1	0	4	2
16	11	Male	White	4	SomeCollege	Private	City	88.508234	88.191359	87.004746	3.579898	0.928178	0.792774	1	1	1	1	1	3	2
15	10	Male	Asian	2	HS	Public	Suburban	76.66647	83.83304	83.879997	3.624081	0.91625	1.129684	1	1	0	0	1	4	1
15	10	Male	Hispanic	2	<HS	Private	Suburban	81.073149	85.878285	95.170663	3.943179	0.98882	1.132808	1	1	0	0	0	2	1
18	12	Male	Hispanic	3	SomeCollege	Public	City	70.436677	69.715172	60.939286	2.514654	0.857572	1.19834	1	1	0	0	0	2	2
16	11	Male	Hispanic	4	Bachelors+	Public	Suburban	73.698945	73.349276	80.668898	3.256712	0.891618	1.357747	1	0	0	1	0	4	1
18	12	Male	Hispanic	4	Bachelors+	Public	Rural	76.260038	75.36779	74.993362	3.152711	0.880656	1.048309	1	1	0	1	0	4	1
17	12	Male	Hispanic	4	Bachelors+	Private	Suburban	74.288505	72.929186	74.704364	2.489284	0.898956	1.220805	1	0	0	1	0	3	3

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