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
14	9	Female	Asian	3	HS	Public	Rural	75.109269	73.874077	71.761261	2.569887	0.896762	1.246937	1	0	0	1	0	3	1
14	9	Male	Black	1	<HS	Public	Rural	62.719427	60.758617	63.480672	2.875966	0.841057	0.890919	1	1	0	1	0	4	1
18	12	Male	Black	3	Bachelors+	Private	City	82.185219	80.343418	74.05852	3.15185	0.889742	0.557749	1	1	1	0	0	2	1
15	10	Male	Hispanic	2	HS	Public	City	73.070641	70.546866	61.184271	3.098022	0.866071	0.536085	1	0	0	1	0	4	1
18	12	Female	White	2	HS	Public	City	91.434879	74.310877	77.057288	3.50415	0.933931	0.59659	0	1	1	0	0	4	3
14	9	Male	Asian	1	<HS	Public	Suburban	82.448949	89.356412	92.639774	3.661594	0.952846	1.146098	1	0	0	0	0	2	3
17	12	Male	White	3	HS	Private	Town	93.29485	94.989991	93.458311	3.370566	0.99526	1.34379	1	1	0	1	1	2	2
18	12	Male	White	1	SomeCollege	Public	Rural	73.068041	86.784842	76.43018	2.899114	0.893142	0.960608	1	0	0	0	1	3	1
18	12	Male	Two-or-more	3	<HS	Public	Town	88.2751	90.869706	80.227863	3.577262	0.965184	1.7115	1	0	0	0	1	3	2
14	9	Female	Black	1	HS	Public	City	77.761091	75.997264	70.341949	2.440236	0.886508	1.451209	1	0	0	1	0	4	3
16	11	Male	Black	1	HS	Public	Suburban	73.240497	76.051593	76.042848	2.876994	0.897416	0.766404	0	0	1	0	0	3	1
16	11	Female	Hispanic	4	Bachelors+	Private	Rural	54.476811	68.974041	63.192079	2.021501	0.833343	0.955769	1	1	1	0	0	4	3
14	9	Male	White	3	SomeCollege	Public	Suburban	51.949575	54.476747	62.945367	2.948214	0.7973	0.35161	1	0	0	0	0	4	1
16	11	Female	Black	1	SomeCollege	Public	Town	79.007381	84.06301	69.802379	2.903839	0.901106	1.218655	1	1	0	1	1	1	1
14	9	Male	White	4	SomeCollege	Public	Suburban	98.890662	78.542455	80.275811	3.416289	0.969739	0.993841	1	1	0	0	0	3	3
16	11	Male	White	1	<HS	Public	Suburban	78.423215	70.074196	64.395721	2.861092	0.884877	0.657243	0	1	0	0	0	1	1
17	12	Male	Asian	2	SomeCollege	Public	Suburban	68.300243	57.308031	67.451639	3.192465	0.86573	0.783843	1	0	0	1	1	4	3
14	9	Female	White	2	HS	Public	Town	53.575295	64.712123	59.72334	2.371067	0.817459	0.219939	1	0	0	1	0	3	1
14	9	Female	Asian	4	SomeCollege	Private	Rural	83.398284	77.969614	80.157831	3.393976	0.917338	1.221396	1	1	0	1	0	2	1
17	12	Female	Hispanic	2	SomeCollege	Public	Suburban	75.330632	90.514141	78.564612	2.461745	0.938322	1.148423	1	0	0	0	1	2	3
18	12	Female	Asian	4	SomeCollege	Private	City	80.659857	77.886917	69.124889	3.460913	0.899009	1.082436	1	1	0	0	0	3	1
17	12	Female	Black	4	Bachelors+	Public	City	60.195685	48.021555	52.655504	2.0927	0.783742	0.904734	1	1	0	0	0	2	2
15	10	Male	Hispanic	3	Bachelors+	Public	City	54.610481	60.988759	52.977344	2.263698	0.783472	0.399505	1	1	0	1	0	2	2
14	9	Female	Hispanic	1	HS	Public	Rural	61.192349	39.784398	54.858158	1.928625	0.774188	0.30381	0	0	0	1	0	5	2
18	12	Female	Hispanic	1	HS	Public	Suburban	74.174658	71.694014	72.09461	2.937616	0.887169	1.043426	0	1	0	0	1	2	2
15	10	Male	Other	3	<HS	Public	Rural	76.824636	78.955074	79.362041	2.604432	0.92718	1.327475	1	1	0	0	1	2	1
16	11	Male	Two-or-more	4	HS	Public	Rural	75.840213	85.333784	77.542867	2.72693	0.920957	0.963553	1	0	0	0	0	2	2
18	12	Female	Hispanic	3	SomeCollege	Public	Suburban	79.488359	82.400336	70.4819	2.999055	0.896841	1.069546	0	0	0	0	0	3	2
17	12	Female	Hispanic	3	HS	Private	City	73.141365	69.409706	69.664275	3.129444	0.905208	1.294902	0	1	0	0	0	3	2
16	11	Male	Black	3	SomeCollege	Public	City	67.553311	65.510448	71.896028	2.576033	0.887109	1.329256	1	0	0	0	0	4	1
14	9	Female	Black	3	Bachelors+	Public	Rural	60.169159	64.401626	61.409091	2.684821	0.832093	0.828138	1	1	0	0	0	1	2
15	10	Female	Hispanic	1	<HS	Public	City	63.826537	77.803566	71.663786	2.688555	0.88071	0.749211	0	1	0	0	0	4	1
14	9	Female	White	1	HS	Public	Suburban	80.376208	69.024173	68.516102	2.490349	0.893696	0.490849	0	0	1	0	1	3	3
18	12	Male	White	1	<HS	Private	Town	75.679144	70.275759	64.5503	2.676819	0.895891	0.658035	1	1	1	0	0	3	2
17	12	Female	Hispanic	3	SomeCollege	Public	Suburban	94.03927	84.943658	99.914208	3.659806	1	1.197246	1	0	0	0	0	4	3
14	9	Male	White	1	SomeCollege	Public	Suburban	71.952957	66.411193	85.036968	3.116266	0.85746	0.883867	0	1	0	1	0	3	2
16	11	Male	White	3	HS	Public	Suburban	67.220664	63.375754	63.742615	2.673666	0.833648	1.102418	1	0	0	0	0	3	2
14	9	Male	Asian	4	Bachelors+	Public	Town	63.64671	73.226577	57.845126	2.550619	0.865917	0.718416	1	0	0	0	0	4	1
14	9	Male	Hispanic	4	Bachelors+	Public	Rural	90.518549	100	92.477432	4	1	1.393339	1	1	0	0	0	3	3
15	10	Female	Hispanic	3	SomeCollege	Private	City	78.854571	74.170369	84.526705	3.167206	0.937267	0.636153	1	1	0	1	1	3	2
16	11	Male	Black	2	<HS	Public	Suburban	72.697916	76.566584	80.073266	3.020056	0.899041	1.194776	1	1	0	0	0	3	3
17	12	Female	White	2	HS	Public	City	85.938117	72.449596	75.047345	2.808084	0.924238	0.768702	1	1	0	0	0	1	1
15	10	Male	Hispanic	4	HS	Public	Suburban	69.006318	77.917473	87.362803	2.757344	0.922461	1.191054	1	1	1	0	0	3	1
14	9	Male	Hispanic	3	HS	Public	Town	71.512759	82.919862	76.80432	3.029467	0.926555	1.377456	1	0	1	1	0	3	3
14	9	Female	White	1	HS	Public	City	77.011563	80.525557	76.882343	3.27624	0.936498	0.922025	0	0	0	0	0	3	3
14	9	Male	Black	4	SomeCollege	Public	Town	80.958477	83.214642	73.807974	3.221575	0.859943	1.173666	1	1	0	1	0	2	2
18	12	Female	White	4	Bachelors+	Public	Town	79.706217	91.170568	100	3.346598	0.975466	1.03923	1	1	0	1	0	4	4
14	9	Female	White	4	SomeCollege	Public	City	59.934119	61.038969	58.194645	2.574157	0.834807	0.740325	1	1	0	1	0	4	2
17	12	Male	Hispanic	1	SomeCollege	Public	Rural	83.399578	69.732788	72.629434	3.154374	0.875542	1.274767	1	1	1	1	1	3	1
17	12	Male	Hispanic	2	HS	Public	City	74.593252	74.180893	74.263231	2.852799	0.888203	0.956477	1	1	0	1	0	1	2
18	12	Female	Black	3	SomeCollege	Public	Town	67.611751	62.279251	57.95325	2.593097	0.837165	0.695203	1	1	0	1	0	5	3
15	10	Female	White	4	HS	Public	Town	82.474036	75.583421	76.081099	3.455755	0.925411	1.458201	1	0	0	1	0	1	4
18	12	Male	Hispanic	4	SomeCollege	Public	Rural	81.645095	84.710835	86.100882	3.352798	0.951051	1.214514	1	0	1	0	1	5	1
15	10	Female	White	3	HS	Public	Rural	71.978556	74.363083	68.183265	2.63836	0.864947	0.842584	1	1	0	0	0	3	2
17	12	Female	Hispanic	3	HS	Public	Suburban	74.445231	71.750258	65.672554	3.394547	0.906455	0.867005	1	1	0	1	0	3	3
17	12	Female	Hispanic	4	SomeCollege	Public	Suburban	76.211909	70.736846	72.028881	2.815559	0.869004	1.151172	1	1	1	0	0	2	2
15	10	Male	Hispanic	1	HS	Public	Rural	92.806173	97.002448	88.213062	2.882255	0.985986	1.248455	1	0	1	1	0	3	3
15	10	Female	White	1	HS	Public	City	80.781745	74.093906	76.457841	3.329077	0.928319	1.241883	1	0	0	1	0	3	1
16	11	Male	Hispanic	3	SomeCollege	Public	Suburban	83.451764	84.349974	82.398887	3.632021	0.95312	1.138005	1	1	1	0	0	4	1
16	11	Male	White	3	SomeCollege	Public	City	67.948389	71.009405	66.539372	3.279073	0.876741	0.838886	1	1	0	1	1	3	2
14	9	Male	White	2	HS	Private	Suburban	71.250847	74.186016	75.006842	2.640841	0.868818	1.091473	1	0	0	1	0	3	1
18	12	Male	White	4	Bachelors+	Public	Suburban	72.11985	77.192708	81.923399	3.061845	0.903142	1.015857	1	0	0	1	1	4	2
14	9	Female	Black	4	HS	Public	City	83.966323	77.594933	80.320897	3.47269	0.939339	1.321686	1	0	0	0	0	1	3
16	11	Male	Hispanic	1	HS	Public	Suburban	79.05238	80.650176	80.334369	3.222762	0.900039	1.100402	0	1	0	0	0	4	2
15	10	Female	White	2	HS	Public	Suburban	67.915585	60.037442	62.909595	2.137193	0.814566	0.684359	0	1	0	0	0	4	1
15	10	Female	White	3	HS	Public	City	70.94906	71.556398	69.907433	2.733755	0.868605	0.853344	1	1	0	0	0	4	2
17	12	Female	Hispanic	4	<HS	Public	City	69.699567	74.706772	80.239389	2.559342	0.886111	1.080216	1	0	0	0	0	2	1
18	12	Female	Hispanic	2	SomeCollege	Public	Suburban	85.369009	65.047232	77.584489	3.181785	0.90423	0.903026	1	1	0	1	0	4	2
17	12	Female	Black	4	SomeCollege	Private	Suburban	60.333887	57.685997	51.424947	2.140839	0.805526	0.118216	1	0	0	0	0	3	3
15	10	Male	White	2	<HS	Private	Suburban	94.863687	84.46185	87.246848	3.459957	0.976238	1.37705	0	1	1	0	0	3	4
14	9	Male	White	2	HS	Private	City	89.737213	85.52695	83.518763	3.616114	0.969043	1.481424	1	0	0	1	0	2	2
17	12	Male	White	1	HS	Public	Rural	67.089886	65.571507	72.971888	2.538918	0.893366	0.618128	1	1	0	1	0	2	2
16	11	Female	White	4	SomeCollege	Private	City	85.255872	84.121142	73.540667	2.800509	0.949061	1.298212	1	0	0	1	0	2	1
14	9	Male	Hispanic	4	Bachelors+	Public	City	96.397833	94.0948	84.7952	3.739233	0.9855	1.33699	1	1	0	1	0	3	1
15	10	Female	Hispanic	4	SomeCollege	Public	City	64.141101	65.362639	65.364069	2.657427	0.870943	1.003912	1	0	0	1	0	3	4
17	12	Female	Two-or-more	3	Bachelors+	Public	Suburban	73.783391	66.059501	70.855404	2.476281	0.860368	0.979575	1	0	0	1	0	2	3
14	9	Male	White	3	Bachelors+	Public	Rural	70.794505	87.996229	81.648827	3.087027	0.901617	1.179567	1	0	0	1	0	4	3
17	12	Male	Hispanic	2	<HS	Public	Rural	71.59443	61.407857	64.764216	3.036566	0.892726	0.69731	1	1	0	0	0	4	2
15	10	Female	White	3	<HS	Public	City	67.614138	72.394862	69.268729	2.993374	0.87578	0.673488	1	0	1	0	0	2	1
14	9	Male	White	3	<HS	Public	City	57.57234	64.189324	45.137748	2.143906	0.793958	0.386324	0	1	0	0	1	2	1
18	12	Female	White	3	SomeCollege	Public	Rural	74.181593	78.504162	69.547557	3.237964	0.858031	1.198782	1	1	1	0	0	3	2
17	12	Male	White	1	<HS	Public	Suburban	64.59674	80.373117	70.695653	3.035503	0.875595	0.965887	1	0	0	0	0	5	1
18	12	Male	Black	4	SomeCollege	Private	Suburban	66.829343	64.117892	78.607442	2.617126	0.861055	1.058484	1	1	0	0	1	2	1
17	12	Male	White	2	SomeCollege	Public	Town	79.726917	78.167886	82.66138	3.522277	0.915864	1.157087	1	1	0	1	0	4	1
18	12	Female	White	2	Bachelors+	Public	City	77.135729	88.325913	85.833223	3.491307	0.93668	1.562935	1	0	0	0	0	3	2
14	9	Male	Black	1	HS	Public	Suburban	72.995638	77.930431	77.012969	2.792546	0.912571	1.112914	1	1	0	0	0	3	1
16	11	Female	White	4	Bachelors+	Public	Rural	86.561897	77.209463	68.514007	2.954009	0.90787	0.634941	1	1	0	1	1	4	1
16	11	Male	Black	3	<HS	Public	Town	75.537497	66.373475	56.934502	2.245165	0.85887	0.554453	1	1	0	0	1	2	2
18	12	Male	Hispanic	3	HS	Public	Rural	76.474768	81.450005	76.652646	2.777456	0.902544	0.94017	0	0	1	0	1	3	3
18	12	Male	Hispanic	4	SomeCollege	Public	Rural	75.001204	80.616406	86.710181	3.528272	0.919189	1.151262	1	0	0	1	0	2	3
14	9	Male	Hispanic	3	SomeCollege	Public	Suburban	64.906976	75.838934	83.104754	3.195963	0.904687	0.972267	1	1	0	0	0	4	3
14	9	Female	White	4	Bachelors+	Public	Suburban	73.81265	73.184532	65.013261	2.726285	0.924689	1.016074	1	1	0	1	0	3	1
14	9	Female	White	1	SomeCollege	Public	City	73.740169	67.616723	77.721359	2.958573	0.883119	0.978093	1	1	0	1	0	1	1
18	12	Male	Asian	4	SomeCollege	Public	Rural	87.17273	74.381468	81.178531	3.226526	0.952371	1.258228	1	1	0	0	1	2	1
14	9	Male	Two-or-more	2	HS	Private	Suburban	68.769596	61.420768	78.692676	2.607013	0.837589	0.645742	0	0	1	0	0	3	3
18	12	Male	White	3	Bachelors+	Private	City	58.993583	66.872343	70.060344	3.121408	0.854646	0.485282	1	0	0	1	0	3	3
17	12	Male	Black	4	HS	Public	Suburban	71.575043	66.964235	64.528602	2.211771	0.853347	0.975539	1	0	0	1	1	2	2
16	11	Male	White	2	SomeCollege	Public	Suburban	71.505827	69.882716	68.700376	2.204385	0.852607	0.770702	0	1	0	0	0	3	1
14	9	Male	White	2	HS	Public	Suburban	81.445445	83.610986	81.952972	3.408763	0.967241	1.290148	1	1	0	0	0	3	2
16	11	Female	White	4	SomeCollege	Public	City	83.800516	83.177435	75.777156	3.324798	0.922425	1.017648	1	1	1	0	1	4	1

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