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	Male	White	2	HS	Public	Suburban	72.336011	68.943528	67.8752	3.064944	0.887031	0.448913	1	1	0	0	0	4	3
18	12	Male	Hispanic	1	<HS	Public	Town	74.180805	82.076555	79.505891	2.884947	0.90208	1.16477	1	0	0	1	0	3	1
16	11	Male	White	4	Bachelors+	Public	Rural	64.563667	70.946172	65.967138	2.369487	0.884335	1.062536	1	1	0	0	0	3	1
18	12	Male	Hispanic	3	SomeCollege	Public	City	60.980315	54.487516	48.045008	1.919325	0.778149	0.717479	1	0	1	1	0	5	3
16	11	Male	White	4	Bachelors+	Public	Rural	82.565665	73.084498	73.03435	2.885857	0.89888	0.88549	1	1	0	1	0	4	1
18	12	Male	Hispanic	4	SomeCollege	Public	Suburban	68.242563	76.654438	80.773676	3.180899	0.877619	0.874008	1	1	0	1	0	4	1
15	10	Male	White	3	HS	Public	Town	46.392839	52.670804	53.760174	1.848875	0.764803	0.616775	1	1	0	0	0	3	1
15	10	Male	Hispanic	2	HS	Public	Rural	87.461783	70.414017	86.485803	3.739007	0.947679	0.916476	1	0	1	0	0	3	2
14	9	Female	Hispanic	3	HS	Public	Town	66.775127	66.738837	69.457454	2.830336	0.825049	1.325887	1	0	0	1	0	3	2
17	12	Male	White	3	SomeCollege	Public	Suburban	72.389238	70.566372	69.681263	2.621945	0.889191	0.905442	1	1	0	1	0	2	2
15	10	Male	Hispanic	2	<HS	Public	Suburban	87.681258	100	84.303947	3.969502	0.969167	0.979864	0	0	0	0	1	4	3
16	11	Female	White	1	HS	Public	Rural	68.231222	67.803149	75.198911	2.864502	0.850502	0.204931	0	1	0	1	0	2	2
18	12	Male	Hispanic	2	HS	Public	Suburban	75.281608	79.732671	88.524055	2.943454	0.901336	0.802316	0	1	0	0	0	4	4
16	11	Male	Hispanic	1	<HS	Public	Rural	71.578533	69.204419	79.795037	3.012274	0.887581	0.660635	1	0	0	0	0	4	3
16	11	Male	Hispanic	1	<HS	Public	City	60.290011	45.913926	69.971482	2.6492	0.786441	0.79542	0	1	0	1	0	3	2
18	12	Male	White	2	HS	Public	City	67.454116	66.649345	79.13341	2.753351	0.885515	0.766674	1	1	0	1	0	2	2
15	10	Male	Hispanic	3	<HS	Public	City	67.174422	63.781936	69.681205	2.878637	0.847162	0.229261	0	1	0	0	0	5	4
15	10	Male	Hispanic	1	HS	Public	City	82.594919	72.285059	74.494037	3.349145	0.889069	0.58253	1	0	0	0	0	3	1
16	11	Female	Hispanic	1	HS	Public	Suburban	72.570555	77.83168	73.57641	2.92631	0.92089	1.4987	0	1	0	1	0	2	2
14	9	Female	White	4	Bachelors+	Public	Suburban	69.994994	69.795109	72.614796	3.477648	0.880966	0.994883	1	1	0	1	0	4	2
14	9	Male	Black	4	Bachelors+	Public	Suburban	78.052036	72.631684	72.208892	2.861274	0.869721	1.564682	1	1	0	0	0	2	1
18	12	Male	Black	1	<HS	Private	City	80.307263	67.402606	78.694793	3.367523	0.898668	1.163507	1	1	0	0	1	4	2
15	10	Male	White	2	HS	Public	Rural	79.162108	74.715369	76.356115	3.212621	0.906838	1.333634	1	0	0	0	0	3	1
16	11	Female	Hispanic	2	SomeCollege	Public	Suburban	78.99325	89.964792	85.291068	3.550846	0.924825	1.19879	1	0	1	0	1	4	2
16	11	Male	White	4	Bachelors+	Private	City	67.519752	81.032521	72.035966	3.038848	0.89906	0.905056	1	1	1	1	0	3	2
17	12	Female	Black	2	SomeCollege	Public	Rural	73.974231	78.092218	71.955975	3.336278	0.879453	1.01958	0	1	0	0	0	4	1
15	10	Male	Hispanic	1	HS	Public	City	82.206817	74.279694	82.759564	3.884259	0.930569	0.479533	1	0	0	0	0	4	3
17	12	Female	Hispanic	3	HS	Public	Rural	82.12424	69.26691	77.042928	3.115425	0.897074	1.198421	1	1	0	1	0	5	2
14	9	Female	White	1	SomeCollege	Public	City	66.653837	76.770428	68.939436	2.951304	0.885753	0.942352	1	1	0	0	0	5	2
15	10	Male	Black	2	HS	Public	Suburban	74.530794	73.022762	68.87135	3.399986	0.865166	0.67285	0	1	0	0	0	5	1
18	12	Male	Black	2	<HS	Public	Suburban	72.790348	68.68119	65.580243	2.927568	0.855041	1.361681	1	1	0	0	0	3	1
16	11	Male	Hispanic	1	SomeCollege	Public	Suburban	76.743142	71.687911	78.616008	2.662527	0.93019	1.075108	0	1	0	0	0	2	1
17	12	Female	Hispanic	2	Bachelors+	Public	City	78.683791	81.502542	85.860238	3.080014	0.938318	0.738917	1	1	0	1	1	2	2
16	11	Male	Black	2	<HS	Private	City	74.317033	69.594172	65.562896	3.060115	0.85771	0.338369	1	0	0	0	0	4	2
18	12	Female	Two-or-more	4	HS	Public	Rural	64.869467	76.443233	80.115263	2.814043	0.848209	1.256954	1	0	0	0	0	1	1
17	12	Male	Hispanic	2	<HS	Public	Suburban	80.256442	79.783866	70.089038	3.16495	0.875339	1.244542	1	1	0	0	0	2	3
18	12	Male	Hispanic	1	<HS	Public	Town	90.827798	86.63846	95.824995	3.067182	0.960075	1.921542	1	0	0	0	1	4	3
14	9	Female	Hispanic	4	SomeCollege	Public	Town	75.605585	74.841092	73.120653	2.663744	0.907407	0.73111	1	1	0	1	0	3	1
16	11	Female	Black	3	SomeCollege	Public	Town	58.482405	70.227767	61.47363	2.302933	0.835115	1.126353	1	1	0	0	0	2	3
14	9	Male	White	1	<HS	Public	Suburban	69.619162	77.369834	58.220163	3.205849	0.889252	1.009362	1	0	0	0	0	2	1
16	11	Female	Two-or-more	1	HS	Public	Suburban	77.986385	67.853695	85.418423	2.338596	0.889369	0.749396	1	1	0	0	0	3	2
17	12	Female	White	1	<HS	Public	City	80.357663	78.829989	66.574056	3.191067	0.884597	0.673503	1	0	0	0	0	4	2
17	12	Female	White	4	Bachelors+	Public	Town	67.050987	66.109476	77.610939	2.995508	0.835772	0.989992	1	1	0	0	0	2	2
18	12	Female	White	3	Bachelors+	Public	Suburban	73.487604	82.098231	79.555363	3.141518	0.936172	0.691599	0	1	0	1	0	3	3
18	12	Male	Two-or-more	3	Bachelors+	Public	Suburban	68.457844	63.137726	66.075746	2.573421	0.84658	0.751973	1	1	0	1	0	3	3
18	12	Male	White	3	HS	Public	Rural	78.689844	75.805962	72.379493	3.873534	0.906561	1.122636	1	0	0	0	1	2	2
15	10	Female	White	3	HS	Public	Town	89.35873	79.579554	87.285119	3.496594	0.979318	1.791797	1	1	0	0	0	4	1
18	12	Female	Hispanic	3	SomeCollege	Public	Suburban	64.604791	50.65492	69.295495	2.550489	0.829535	0.628191	1	1	0	1	0	3	4
15	10	Male	Hispanic	1	<HS	Private	Rural	72.470423	82.858886	79.913167	3.106756	0.939138	1.083422	0	1	0	0	1	5	2
17	12	Female	White	1	SomeCollege	Public	Rural	65.161051	67.48761	66.957566	2.442298	0.844751	1.001314	1	1	1	1	0	3	3
18	12	Male	Asian	1	HS	Public	Rural	71.296462	78.966166	81.818498	2.380156	0.959894	0.958756	1	1	0	1	0	2	3
15	10	Male	Black	4	SomeCollege	Public	Suburban	74.164205	73.658023	80.25106	3.055991	0.888308	1.036906	1	1	0	0	0	4	4
18	12	Female	Hispanic	1	HS	Public	Suburban	87.685552	90.539099	90.887318	3.621034	0.965247	1.3138	1	1	0	1	1	2	1
14	9	Female	White	1	SomeCollege	Private	Suburban	72.398065	64.941766	74.928196	2.513151	0.842447	1.504641	1	0	1	0	0	1	2
14	9	Female	Hispanic	1	SomeCollege	Public	Suburban	70.939063	75.589405	61.055268	3.296725	0.890398	0.930873	1	1	1	1	0	3	1
16	11	Female	Hispanic	2	HS	Private	City	70.2703	76.624522	77.483174	3.303302	0.914199	0.980048	0	0	0	0	0	2	3
17	12	Male	Other	1	<HS	Public	Town	78.653239	80.638839	78.266226	2.593449	0.914327	1.046878	1	1	1	1	0	2	2
17	12	Male	Black	4	Bachelors+	Public	Rural	88.914239	75.546105	91.795089	4	0.956374	1.185693	1	1	0	1	0	5	1
17	12	Male	Black	4	SomeCollege	Public	Suburban	78.039634	83.378736	76.235949	3.771014	0.971276	1.601679	1	0	0	1	0	3	1
17	12	Female	Black	1	HS	Public	Town	60.63262	53.001367	57.722188	2.078121	0.800682	0.585932	0	1	0	0	0	3	1
16	11	Male	Black	4	SomeCollege	Public	Suburban	77.241214	72.083959	74.522947	3.272384	0.894274	0.586393	1	1	1	1	0	3	1
17	12	Male	White	2	HS	Public	Suburban	75.88468	65.876406	68.235499	2.820382	0.933299	1.184796	1	0	0	0	0	3	3
16	11	Female	White	1	HS	Public	Suburban	93.353377	93.246886	100	3.391011	1	1.328347	1	0	0	0	0	5	1
15	10	Female	White	1	<HS	Public	City	65.864025	61.734517	57.804984	2.460387	0.825792	0.443637	1	1	0	0	1	3	1
18	12	Male	Hispanic	2	SomeCollege	Public	Suburban	74.243591	68.299256	79.175515	3.110831	0.925847	0.926084	1	1	0	0	0	2	3
14	9	Female	White	2	<HS	Private	City	84.046559	79.990149	86.795777	2.651037	0.919259	1.485509	1	1	0	0	0	3	1
16	11	Male	White	1	HS	Public	City	87.233452	78.513776	75.583587	3.169361	0.912524	1.029111	1	1	0	0	0	2	2
14	9	Male	White	3	SomeCollege	Public	City	76.468549	82.82677	80.995992	2.72253	0.897125	0.857765	1	1	1	1	1	3	1
17	12	Female	Hispanic	3	HS	Public	Town	74.787103	67.076371	57.486025	2.322952	0.853756	0.670655	1	0	1	0	1	4	2
17	12	Male	White	3	SomeCollege	Public	Rural	89.109005	86.880627	84.386681	3.417918	0.935007	1.045882	1	1	1	1	1	4	2
15	10	Female	White	3	<HS	Public	Rural	88.947497	95.745439	88.466063	4	0.958052	1.623539	1	0	0	0	0	5	4
17	12	Female	Black	3	SomeCollege	Public	City	63.009754	69.040401	64.438854	2.923881	0.866371	0.32132	0	0	0	1	0	3	1
15	10	Male	White	4	Bachelors+	Public	City	73.969944	73.055671	69.024769	2.513933	0.878141	0.524301	1	0	0	1	1	4	2
17	12	Female	White	1	HS	Public	Suburban	79.867545	78.073734	68.180924	2.98396	0.911553	1.086718	0	1	0	0	0	3	3
17	12	Female	White	1	HS	Public	Suburban	83.550007	73.694505	80.436155	3.283607	0.925456	1.027649	1	0	1	0	1	4	1
16	11	Male	Two-or-more	2	HS	Public	City	65.456533	70.233366	71.01702	3.160195	0.868583	0.122471	1	1	0	0	0	2	3
14	9	Male	White	3	SomeCollege	Public	Rural	70.223544	69.968667	66.164409	2.872241	0.86048	0.871082	1	1	0	1	0	3	4
14	9	Male	White	4	Bachelors+	Public	City	77.781072	83.573138	90.496702	3.358177	0.938398	1.385003	1	0	0	0	0	4	1
16	11	Male	Black	3	SomeCollege	Public	Suburban	67.242484	67.061578	69.779703	2.748304	0.854111	1.078688	1	0	0	0	0	3	2
14	9	Female	White	4	<HS	Public	Suburban	68.047785	70.176733	84.95091	2.977635	0.909722	0.753543	1	1	0	0	1	4	2
14	9	Female	Black	4	SomeCollege	Private	Suburban	82.670048	91.830156	96.914015	3.979829	0.979956	1.379198	1	0	0	0	0	2	3
18	12	Female	White	1	<HS	Public	Rural	69.894311	74.456852	74.003511	3.609733	0.874998	0.882389	0	1	0	0	1	2	1
18	12	Female	Hispanic	1	<HS	Public	City	72.075102	74.154853	75.2736	2.987903	0.904781	1.329751	0	1	1	0	1	2	2
17	12	Male	Hispanic	1	<HS	Public	Suburban	96.577144	96.543984	88.001795	3.362101	0.998471	0.902898	1	0	0	0	0	5	1
15	10	Male	White	1	<HS	Public	Suburban	91.13533	90.583298	86.156707	3.332952	0.970033	1.51117	1	1	0	1	0	4	2
17	12	Female	Hispanic	3	SomeCollege	Public	City	62.432097	68.131906	68.830028	3.083738	0.878449	1.048298	1	1	1	0	0	3	2
16	11	Male	White	3	Bachelors+	Public	City	56.271475	63.614153	70.747559	2.841105	0.829163	0.797073	1	1	0	1	0	5	3
15	10	Female	White	3	Bachelors+	Public	Rural	75.971116	69.948294	73.001426	2.429832	0.862406	1.087545	1	1	0	0	1	3	1
18	12	Female	Black	1	SomeCollege	Public	Rural	85.229396	79.706418	83.909797	3.732744	0.94537	1.21244	1	0	0	0	0	3	2
16	11	Female	Black	3	<HS	Public	Rural	67.790724	77.664892	66.562062	2.739163	0.889724	0.848106	1	0	0	0	1	2	3
14	9	Male	Hispanic	4	Bachelors+	Private	Rural	83.009722	75.253709	84.702361	3.353385	0.932935	1.469226	1	0	1	1	0	3	3
15	10	Female	Black	2	SomeCollege	Private	Suburban	70.202869	68.155654	74.97823	3.107255	0.882453	0.576465	0	0	0	1	0	2	2
14	9	Female	Hispanic	3	<HS	Private	Suburban	71.534359	71.112933	61.974489	2.891892	0.89257	1.075032	1	1	0	0	0	3	2
16	11	Male	White	3	Bachelors+	Public	City	56.228117	65.359825	68.32284	2.324917	0.830598	0.969488	1	1	0	1	0	3	1
16	11	Female	Hispanic	3	SomeCollege	Private	Suburban	76.894356	74.018878	78.294509	3.121509	0.864804	0.87712	1	0	0	0	0	2	1
18	12	Female	White	2	<HS	Public	Suburban	73.211326	68.172565	74.373823	2.796285	0.895551	1.216752	1	1	0	0	0	3	1
18	12	Male	Asian	3	<HS	Public	City	64.183531	66.107248	66.735576	2.757044	0.862485	1.211081	0	1	1	1	0	5	4
15	10	Male	White	2	HS	Public	Suburban	77.234272	75.199103	74.771876	3.222947	0.897955	1.561348	1	1	0	1	0	3	3
15	10	Male	White	1	SomeCollege	Public	Suburban	64.959046	66.495543	75.125506	2.49131	0.856073	0.546211	1	1	0	1	0	1	3
16	11	Male	White	1	<HS	Public	City	74.755692	71.954422	82.301733	2.474286	0.923265	1.589928	1	1	1	0	0	4	4

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