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
18	12	Female	Hispanic	3	Bachelors+	Public	City	73.657522	88.700658	81.367472	3.075962	0.923728	1.227853	1	0	1	0	0	4	3
18	12	Female	White	4	Bachelors+	Public	Suburban	79.161795	90.443858	85.511306	3.329709	0.909528	1.419065	1	0	0	1	0	3	4
14	9	Female	Black	4	Bachelors+	Public	Suburban	74.344655	72.985692	62.619344	3.165132	0.863063	1.083293	1	1	1	1	1	3	3
17	12	Male	Hispanic	3	HS	Private	Suburban	76.829962	82.480291	72.282499	3.05746	0.882447	1.169671	1	0	0	0	0	3	2
14	9	Female	Hispanic	4	Bachelors+	Public	Rural	57.871717	64.352872	58.70422	2.951945	0.80749	0.71517	1	0	0	0	0	4	3
18	12	Female	Hispanic	1	HS	Public	City	79.388285	82.490377	84.088773	3.67817	0.929009	1.022598	0	0	0	0	0	2	4
14	9	Female	White	3	Bachelors+	Public	Suburban	63.560478	66.120487	64.703597	3.180019	0.856282	0.674034	1	0	0	0	0	2	1
18	12	Female	White	1	<HS	Public	Suburban	86.178234	70.795118	78.000999	2.324936	0.961062	1.539787	1	0	0	1	0	4	2
17	12	Male	Black	1	HS	Public	City	77.425281	85.911295	76.886021	3.681973	0.919136	0.976857	1	1	0	0	0	2	2
16	11	Female	Two-or-more	4	Bachelors+	Private	Suburban	63.542176	62.714589	58.969984	2.840955	0.850357	0.839672	1	0	0	1	0	4	4
14	9	Female	White	4	Bachelors+	Public	Town	76.234336	87.547418	90.459385	2.721995	0.936792	1.668753	1	1	0	1	0	5	2
15	10	Female	Hispanic	2	HS	Public	Rural	76.803566	79.125246	92.386906	3.373558	0.957541	1.052749	1	0	0	0	0	3	1
15	10	Female	White	4	SomeCollege	Private	Suburban	79.860847	75.075138	75.461049	3.356137	0.897881	1.342163	1	1	0	0	1	2	1
14	9	Male	Hispanic	3	SomeCollege	Public	Rural	72.75892	76.963205	63.496716	3.208189	0.895342	1.281247	1	1	0	0	0	1	4
14	9	Female	White	4	Bachelors+	Public	City	60.145819	51.87259	58.642852	2.450156	0.827779	0.678544	1	1	0	1	0	4	1
14	9	Male	Black	4	Bachelors+	Public	Suburban	88.163265	90.900694	97.635091	3.59143	1	1.455916	1	1	0	1	0	4	3
14	9	Female	White	1	HS	Public	Town	72.339005	62.351288	70.573869	2.603701	0.842118	0.832484	1	1	0	0	1	3	2
16	11	Male	White	1	<HS	Public	Rural	79.074797	83.35896	88.008299	3.731151	0.929474	1.09909	1	0	0	0	0	2	2
16	11	Female	Hispanic	2	Bachelors+	Public	City	71.845295	64.149283	59.562759	2.618563	0.85662	0.983054	1	1	1	0	0	3	1
15	10	Female	White	4	HS	Public	City	58.839465	59.837647	60.671049	2.073602	0.801636	1.253549	1	1	1	1	0	3	1
18	12	Male	White	2	HS	Public	Suburban	69.415085	66.83979	73.6741	2.398842	0.901848	1.662569	1	1	0	0	0	5	1
16	11	Female	Hispanic	3	HS	Private	City	81.788444	70.014362	69.316143	3.253185	0.895178	1.071961	1	0	0	1	0	4	2
14	9	Female	White	4	Bachelors+	Public	Rural	74.151294	75.666035	75.813092	2.926662	0.915675	0.95246	1	0	1	1	0	3	2
17	12	Male	Two-or-more	3	SomeCollege	Public	Suburban	57.583346	56.949515	58.614839	2.073731	0.775851	0.910616	1	1	0	1	1	4	1
17	12	Male	Hispanic	2	<HS	Public	City	76.496864	78.943752	80.830004	2.576084	0.924995	0.617935	1	0	0	0	0	2	3
18	12	Male	White	2	SomeCollege	Public	Suburban	75.656258	73.899877	62.23236	2.379364	0.886698	0.904567	1	1	0	1	0	2	1
16	11	Male	Hispanic	2	<HS	Public	Suburban	60.638842	57.408249	72.608438	2.448287	0.844421	1.268816	1	0	0	0	1	4	1
16	11	Male	White	3	HS	Public	Rural	80.745984	89.326381	85.134955	3.22932	0.958012	0.974897	0	1	0	0	0	4	1
15	10	Female	Hispanic	1	<HS	Public	Rural	76.282627	70.306569	69.278971	2.608745	0.882362	1.376362	1	1	0	0	0	3	2
18	12	Female	Other	1	HS	Public	Suburban	83.842172	77.597365	90.618206	3.396321	0.954505	0.746324	1	1	0	0	0	4	2
16	11	Female	Two-or-more	2	SomeCollege	Public	City	68.209245	63.617477	80.912772	3.016341	0.914228	0.732646	1	1	0	0	0	4	2
14	9	Male	Hispanic	1	SomeCollege	Public	Rural	60.103499	63.500448	71.163863	3.246482	0.897909	0.959854	1	1	0	1	0	4	2
15	10	Male	White	1	HS	Public	City	68.1067	67.711091	65.638024	2.264114	0.835979	0.71043	0	0	0	0	1	2	1
16	11	Female	Hispanic	3	SomeCollege	Public	City	75.545717	66.264383	81.856404	3.252253	0.93159	0.716661	1	1	0	1	0	3	2
18	12	Male	Black	4	SomeCollege	Public	Suburban	80.733799	87.996874	83.358756	3.854818	0.975638	1.714559	1	0	0	1	0	5	2
14	9	Male	Hispanic	2	Bachelors+	Public	City	82.100133	78.198457	82.973703	3.505416	0.937341	1.399698	1	1	0	1	0	2	1
15	10	Female	Black	1	SomeCollege	Public	City	92.803465	91.729387	94.14988	3.622421	1	1.594165	1	1	0	1	0	3	1
16	11	Female	Black	3	SomeCollege	Public	Town	72.198323	72.432756	73.153443	3.263747	0.872206	1.122237	1	0	1	1	0	2	1
15	10	Female	Hispanic	3	HS	Public	City	72.579495	85.683404	77.013673	3.663838	0.914155	1.06687	0	1	0	0	0	3	1
14	9	Female	Black	4	HS	Public	Suburban	82.724275	83.770447	92.363457	3.428936	0.959293	1.417053	1	0	0	0	0	3	4
16	11	Male	Asian	4	Bachelors+	Public	Suburban	67.881262	77.273599	79.107638	2.589476	0.919039	0.950711	1	1	0	1	1	4	3
15	10	Male	Hispanic	4	Bachelors+	Public	City	91.564279	88.547767	79.440869	3.124647	0.967012	1.229082	1	1	0	1	1	3	3
18	12	Female	White	2	HS	Public	Rural	70.67392	77.119602	74.882942	3.608896	0.881781	1.069835	1	1	0	0	0	3	2
15	10	Male	Asian	4	HS	Public	Suburban	66.827939	64.793495	72.564352	2.227215	0.871919	0.309713	1	1	0	1	0	4	2
16	11	Male	White	2	<HS	Private	Suburban	79.76226	73.605369	82.968597	2.874576	0.917966	1.401023	0	1	1	1	0	2	2
17	12	Male	White	3	HS	Public	City	80.432944	74.957484	80.269681	2.918763	0.920767	1.384884	1	1	0	1	0	2	2
15	10	Female	Hispanic	3	Bachelors+	Public	Rural	57.160616	61.0066	48.614986	1.868423	0.839176	0.105993	1	1	0	1	0	1	3
14	9	Male	White	2	<HS	Public	Suburban	72.439721	74.188757	74.758269	2.75864	0.878135	1.46369	1	1	0	1	0	3	1
17	12	Female	White	4	SomeCollege	Private	Town	55.543243	56.838446	50.881167	2.316332	0.76985	0.317974	1	0	1	1	0	3	3
18	12	Female	Hispanic	4	Bachelors+	Private	Rural	86.78864	81.782946	72.086401	3.233645	0.912003	1.3908	1	0	1	1	1	4	4
18	12	Male	Hispanic	3	Bachelors+	Private	Rural	47.134932	50.95318	64.27532	2.340744	0.781801	0.340216	1	0	1	1	0	3	2
17	12	Female	White	2	SomeCollege	Public	City	67.916355	73.489033	65.012223	3.208008	0.894445	0.719497	1	0	1	0	1	2	5
17	12	Male	Hispanic	1	<HS	Public	Suburban	68.176178	69.123491	66.582569	2.320185	0.845846	1.093806	1	1	0	0	0	1	2
16	11	Male	Other	2	SomeCollege	Public	Rural	79.304936	86.491619	88.529235	3.301196	0.952702	1.322048	1	0	0	0	0	2	2
16	11	Male	White	4	<HS	Public	Suburban	76.484523	72.230094	79.014099	3.498443	0.880583	0.690419	1	1	0	0	0	3	3
18	12	Female	Black	1	<HS	Public	City	82.41626	88.091323	82.063025	3.22498	0.946016	0.948142	0	1	0	0	0	3	1
18	12	Female	White	4	Bachelors+	Public	City	77.913951	71.078987	76.854643	3.495945	0.925216	0.787165	1	0	1	0	0	3	4
18	12	Male	Black	4	SomeCollege	Public	Rural	62.140358	68.985767	65.092225	2.518153	0.835786	0.72901	1	0	0	0	1	4	1
16	11	Male	Hispanic	1	<HS	Public	City	80.818538	79.292166	79.935116	3.034639	0.903839	0.974406	0	0	0	0	0	2	3
16	11	Female	White	1	<HS	Public	City	84.225157	89.704839	87.630521	3.431369	0.944466	1.856897	0	0	0	0	1	2	1
17	12	Female	Hispanic	2	<HS	Public	Suburban	94.844499	81.431477	80.042649	3.314937	0.973629	1.03706	1	0	0	0	0	1	1
18	12	Female	Black	1	HS	Public	City	69.75643	61.099915	60.552304	2.37053	0.785807	0.874614	1	1	0	0	0	3	1
17	12	Male	Hispanic	3	HS	Public	Suburban	67.035771	62.408801	64.188149	3.125385	0.826402	0.649007	1	1	0	1	0	2	1
18	12	Female	White	2	SomeCollege	Public	City	72.963957	73.641333	81.417383	3.25563	0.892287	0.953718	1	1	0	0	1	2	2
14	9	Female	Hispanic	1	HS	Public	Suburban	86.108166	86.998983	85.869837	3.340108	0.974611	1.276468	0	1	0	1	0	4	2
17	12	Male	White	4	Bachelors+	Public	Suburban	48.164922	51.992867	46.63348	1.662468	0.793978	0.272158	1	1	1	1	0	1	3
14	9	Female	White	3	Bachelors+	Public	Rural	62.872522	77.134993	57.840254	2.328295	0.84196	0.388284	1	1	0	0	0	2	3
18	12	Male	White	1	HS	Public	Suburban	67.743607	89.49798	72.039681	3.095323	0.88976	0.966084	0	1	0	1	0	3	3
15	10	Male	Black	3	HS	Public	Rural	73.842187	82.584364	72.955582	3.531704	0.903608	1.010156	1	0	0	0	0	4	5
15	10	Female	Two-or-more	1	HS	Public	Suburban	75.490673	79.447357	82.794696	2.773179	0.925122	1.147273	1	1	0	1	0	3	2
15	10	Female	Black	1	<HS	Private	Rural	76.922589	75.169707	81.384181	3.505485	0.900079	1.595196	0	1	1	0	0	1	2
18	12	Female	Hispanic	3	Bachelors+	Public	Suburban	65.11066	70.985322	66.142772	3.042369	0.881399	0.396738	1	0	0	1	0	3	2
14	9	Male	Black	4	SomeCollege	Public	City	76.752743	83.494525	83.368482	3.534888	0.943651	1.334273	1	0	0	0	0	5	1
16	11	Male	White	2	SomeCollege	Public	Rural	68.315821	58.093499	68.482072	2.54505	0.862917	1.042411	1	0	1	1	0	3	4
18	12	Male	Black	2	Bachelors+	Public	Suburban	83.377334	89.470685	80.799597	3.362766	0.968358	1.51577	1	1	0	1	0	5	1
17	12	Male	White	1	HS	Public	Suburban	70.271406	72.294801	72.346847	2.900963	0.861469	0.829854	0	1	0	0	0	2	1
18	12	Female	Hispanic	4	Bachelors+	Private	Suburban	69.577168	69.863995	79.268384	3.01278	0.903771	1.251563	1	1	0	1	1	4	1
14	9	Female	Two-or-more	2	SomeCollege	Public	Town	70.194555	68.04898	70.566239	2.86941	0.891992	0.619206	1	1	1	0	0	4	2
16	11	Male	White	3	HS	Public	Town	78.989952	76.311373	80.993966	3.62874	0.885627	0.972244	1	1	1	1	1	3	3
18	12	Male	Black	1	HS	Public	City	79.572895	74.238278	71.431325	2.981154	0.878812	0.675832	1	0	0	1	0	5	2
18	12	Male	Hispanic	2	SomeCollege	Public	Rural	83.622551	68.91381	85.333048	3.341799	0.913665	0.696063	1	1	1	1	1	4	1
15	10	Female	Hispanic	4	Bachelors+	Public	Suburban	80.540533	81.973959	85.823914	3.772314	0.942088	1.545175	1	0	1	0	0	4	1
15	10	Male	Hispanic	1	<HS	Private	City	82.464162	90.309273	80.086842	3.310001	0.963927	1.824267	1	0	0	1	0	4	2
16	11	Female	Black	1	HS	Public	City	81.14684	81.062108	75.232015	4	0.904072	1.224837	1	0	0	0	1	4	3
16	11	Female	Asian	2	SomeCollege	Public	Suburban	77.924436	79.571889	80.735858	2.812838	0.927891	0.963735	1	0	0	0	1	2	3
18	12	Male	White	1	HS	Public	City	83.984474	68.863084	62.349821	3.225276	0.883818	0.763665	1	1	0	0	1	5	2
14	9	Male	White	3	SomeCollege	Public	Town	68.17936	72.343021	62.041548	2.825751	0.891343	0.267633	1	0	0	1	0	2	1
15	10	Male	White	2	<HS	Public	Suburban	58.029393	61.703901	62.860968	1.953536	0.833859	1.092144	0	1	0	1	0	3	2
16	11	Male	White	1	Bachelors+	Public	Rural	80.529121	86.65564	73.388865	3.286984	0.960375	1.105377	1	1	0	0	0	2	3
17	12	Female	Black	3	SomeCollege	Public	Rural	69.66926	80.297582	61.289238	2.585808	0.858446	1.304519	1	1	0	0	1	4	1
16	11	Female	White	2	SomeCollege	Public	Rural	67.473536	79.940359	74.795055	2.958772	0.926365	1.418726	0	1	1	1	0	3	1
17	12	Male	White	1	<HS	Public	Suburban	84.329143	90.910474	71.925179	2.98567	0.933624	0.743543	1	0	0	0	0	4	1
15	10	Male	Hispanic	1	Bachelors+	Public	Suburban	85.019455	80.736604	84.925546	3.062267	0.890396	0.760918	1	1	0	1	0	3	3
15	10	Female	Black	3	SomeCollege	Private	City	67.309231	78.92779	64.053174	2.904331	0.832065	0.170283	1	0	1	0	1	1	1
14	9	Male	White	1	<HS	Public	Suburban	76.426869	83.295905	71.256325	3.139673	0.917968	0.766171	0	1	1	1	1	1	1
18	12	Female	Hispanic	1	<HS	Public	Rural	69.746007	64.06977	77.441354	2.672141	0.88294	0.598169	1	1	0	0	1	2	1
17	12	Male	White	3	SomeCollege	Public	City	80.36633	85.282263	78.435096	3.076333	0.93055	1.018456	1	1	0	1	0	4	1
18	12	Male	White	2	SomeCollege	Public	Rural	77.909121	81.736165	73.970658	3.061538	0.941656	1.101104	0	0	0	0	0	4	3
16	11	Male	White	1	<HS	Public	Suburban	75.957761	86.812223	74.21382	3.121317	0.888991	1.411746	1	0	1	0	0	4	4
18	12	Female	Other	3	SomeCollege	Public	City	76.508517	75.96829	71.828526	3.216138	0.925152	0.241438	1	0	0	0	1	2	3

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