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	1	SomeCollege	Public	Suburban	76.997327	86.019612	71.670146	3.388565	0.92669	0.588507	1	0	0	0	0	3	2
17	12	Female	Hispanic	3	HS	Public	Suburban	68.385916	68.032427	63.662516	3.432015	0.842121	0.712178	1	1	0	0	0	3	2
15	10	Male	Hispanic	1	HS	Public	Suburban	73.291542	80.932682	76.575773	3.23758	0.935166	1.335432	0	0	0	1	0	2	2
14	9	Female	Hispanic	2	<HS	Public	Suburban	90.372069	82.277714	87.367218	3.813174	0.970651	1.228257	1	0	1	0	0	2	2
15	10	Male	Black	3	SomeCollege	Private	Rural	82.792621	85.930294	92.331299	3.903478	0.947087	1.271153	1	0	0	1	0	4	3
14	9	Female	Asian	2	<HS	Public	Rural	69.200731	71.2412	72.872318	2.949023	0.930055	0.701645	1	1	0	0	0	3	1
18	12	Male	Hispanic	4	HS	Private	City	97.369375	100	99.435168	4	1	1.308775	1	1	0	0	0	4	3
16	11	Male	White	3	HS	Private	Rural	66.690341	63.215322	66.760839	1.903927	0.850278	0.498199	1	1	0	0	0	4	1
16	11	Male	Hispanic	1	HS	Public	City	83.448159	75.820209	67.750195	2.950825	0.880224	0.984732	1	0	0	0	0	1	3
18	12	Male	White	4	Bachelors+	Public	Suburban	65.576887	59.425072	72.317072	2.475826	0.853098	0.942628	1	1	0	1	0	5	3
17	12	Male	White	2	Bachelors+	Public	City	77.911011	68.889884	78.742634	2.578478	0.914863	1.2756	1	1	1	0	0	2	2
14	9	Male	Hispanic	1	HS	Public	City	89.934077	85.437413	82.567192	3.491535	0.940684	0.759571	1	0	1	0	0	3	2
14	9	Male	White	4	SomeCollege	Private	Suburban	76.165983	79.985828	82.28719	3.21216	0.938342	1.167469	1	1	0	0	1	3	3
17	12	Male	White	4	Bachelors+	Public	Suburban	75.249885	71.192616	72.615829	2.694154	0.848974	1.069718	1	0	0	1	0	3	2
16	11	Male	Hispanic	2	HS	Public	Suburban	64.09475	62.614058	70.08655	2.363237	0.848563	0.616031	1	0	0	0	0	3	1
16	11	Male	White	4	Bachelors+	Private	Rural	68.226689	73.318678	77.239453	3.449942	0.879086	0.739505	1	1	1	1	0	3	1
17	12	Female	Hispanic	4	SomeCollege	Public	Suburban	78.756315	76.165384	79.576008	3.192204	0.914751	1.473776	1	0	0	1	0	5	3
16	11	Female	Two-or-more	3	SomeCollege	Public	Rural	88.521603	82.754212	73.014753	3.413498	0.95422	1.023634	0	1	1	0	0	2	2
14	9	Male	Black	4	SomeCollege	Private	Suburban	78.108739	73.648977	74.297543	2.987933	0.91219	0.860826	1	0	0	1	0	3	1
14	9	Male	White	3	SomeCollege	Public	Suburban	100	94.211593	93.898977	4	0.985063	1.213032	1	0	0	0	0	3	1
14	9	Male	White	4	Bachelors+	Public	City	72.845194	77.291109	72.556718	2.728977	0.913499	0.94304	1	1	0	0	0	5	2
16	11	Male	White	2	HS	Public	City	83.034827	78.669206	77.786146	3.611685	0.926694	1.147923	1	1	0	1	0	2	2
17	12	Female	White	4	SomeCollege	Public	Town	76.687116	67.323219	78.359141	2.517595	0.90886	0.978458	1	1	1	0	0	3	2
18	12	Male	Black	2	SomeCollege	Public	Suburban	95.615619	86.384037	88.107854	3.571321	0.930714	1.356838	1	0	1	0	0	1	3
15	10	Male	White	3	SomeCollege	Public	City	73.179968	68.265636	76.835229	2.483483	0.941474	0.637669	1	1	0	1	0	4	2
14	9	Female	Two-or-more	2	HS	Public	Suburban	62.726043	55.170541	65.711643	2.323348	0.81425	0.608437	1	1	0	0	0	1	1
14	9	Male	Black	3	Bachelors+	Public	Rural	77.950856	86.034005	80.007611	3.311525	0.959919	1.29332	1	0	0	1	0	2	2
17	12	Male	White	4	SomeCollege	Private	Rural	67.713338	68.188666	62.852222	3.192109	0.892247	0.386971	1	1	0	0	0	2	2
17	12	Male	Hispanic	2	Bachelors+	Public	Suburban	60.867828	60.487521	49.266281	2.53774	0.817516	0.478738	1	0	0	0	0	3	1
16	11	Male	Black	1	HS	Public	Rural	62.560738	70.810399	64.232821	3.002488	0.847812	0.449471	1	1	0	0	0	3	4
16	11	Male	Hispanic	4	Bachelors+	Public	City	79.640528	66.42031	67.215755	2.721115	0.896106	0.990675	1	0	0	0	0	4	2
14	9	Female	Hispanic	4	SomeCollege	Public	Rural	65.040969	55.588913	54.456104	1.938446	0.783101	0.527365	1	0	1	1	0	4	1
14	9	Male	White	3	HS	Public	Suburban	68.793357	70.14753	64.742652	2.483594	0.880557	0.620156	1	0	0	1	0	3	2
17	12	Female	Black	3	HS	Private	City	79.11163	71.215427	79.39796	3.159972	0.939325	1.293891	1	1	0	0	1	1	3
18	12	Male	Black	4	HS	Public	Suburban	75.327465	83.513389	82.810538	2.891912	0.894221	1.673732	1	1	1	0	1	3	3
17	12	Male	White	2	SomeCollege	Public	Suburban	70.151184	68.827759	72.606759	2.230276	0.895265	1.184714	1	0	1	1	1	1	2
18	12	Female	Black	3	SomeCollege	Public	Suburban	83.202405	82.852466	65.689823	3.028588	0.90209	0.741864	1	1	0	0	0	2	1
18	12	Male	White	3	<HS	Public	Rural	74.924538	86.196468	69.868646	2.631167	0.912533	0.807334	1	0	0	0	0	4	2
17	12	Male	White	4	Bachelors+	Public	Suburban	87.044343	79.861441	81.262063	3.338083	0.91991	1.37499	1	1	1	1	0	3	2
17	12	Female	Hispanic	3	SomeCollege	Public	Rural	65.461578	72.607346	80.114018	2.529035	0.893559	1.304507	1	1	1	0	0	2	2
15	10	Male	Hispanic	1	SomeCollege	Public	Rural	78.448848	80.600374	77.14894	3.028326	0.88012	1.387744	0	0	0	0	0	3	2
14	9	Female	White	3	Bachelors+	Private	Suburban	65.46778	68.333799	61.708255	2.833648	0.863823	1.080926	1	1	0	1	0	2	1
14	9	Female	White	3	Bachelors+	Public	Suburban	60.0025	79.625385	67.977561	2.769093	0.869408	0.568747	1	1	0	1	0	1	1
17	12	Female	Hispanic	4	Bachelors+	Public	City	76.766764	86.817297	74.424465	2.791418	0.924057	0.603938	1	0	0	1	0	4	3
17	12	Male	White	2	HS	Public	City	78.787558	70.492299	68.725859	2.826681	0.903906	1.187206	1	1	0	0	0	1	3
16	11	Female	Hispanic	2	SomeCollege	Public	Rural	76.492799	83.972715	79.185976	3.182596	0.914759	0.414786	0	1	0	1	0	1	2
18	12	Male	Hispanic	1	<HS	Public	City	69.665665	84.097166	78.003738	2.668861	0.896559	1.498	1	1	0	0	0	3	1
16	11	Female	White	4	<HS	Public	Suburban	84.538139	87.636205	83.200122	3.7313	0.957114	0.251124	1	1	0	0	0	1	2
17	12	Male	Hispanic	3	SomeCollege	Private	City	87.902255	90.473088	87.800927	4	0.978263	1.467955	1	0	0	0	1	2	3
15	10	Female	Hispanic	1	HS	Public	City	70.345651	63.090828	72.049897	3.152887	0.89585	0.647768	0	1	0	0	0	3	3
14	9	Male	White	4	SomeCollege	Private	City	61.927619	51.463399	62.753696	2.713767	0.842752	0.540798	1	1	0	1	1	1	2
16	11	Male	White	4	Bachelors+	Public	Suburban	84.765323	75.265047	83.867058	2.982651	0.945037	1.083051	1	1	0	0	0	3	3
16	11	Female	Asian	1	<HS	Public	Town	76.719682	69.119118	71.402967	2.722629	0.880044	1.097995	1	0	1	1	0	3	2
15	10	Male	White	2	Bachelors+	Private	City	90.211246	83.882454	86.649149	3.380848	0.972568	0.692194	1	0	0	0	0	3	3
17	12	Male	White	4	Bachelors+	Public	City	100	97.600019	100	3.91696	1	1.268752	1	0	1	0	0	4	2
14	9	Female	Hispanic	4	SomeCollege	Public	City	78.755403	74.890945	86.624314	3.269245	0.928149	1.73019	1	1	0	1	0	5	1
16	11	Female	White	4	SomeCollege	Public	Suburban	80.565137	85.459133	90.159865	3.425672	0.937175	0.648587	1	0	0	0	1	4	2
18	12	Male	Asian	2	SomeCollege	Public	Suburban	67.989919	66.310314	74.372267	2.689949	0.882608	1.0073	1	0	0	0	0	4	1
14	9	Female	Hispanic	4	<HS	Public	Town	74.868055	64.233053	61.961305	2.752302	0.888297	0.998689	1	1	0	0	0	4	2
18	12	Female	White	2	<HS	Public	City	61.640646	55.831977	66.921747	2.237524	0.811972	0.908204	1	0	1	0	0	3	3
15	10	Female	Other	1	HS	Public	City	77.925088	75.285146	76.098105	2.990229	0.912265	1.121673	0	0	1	0	0	3	1
16	11	Female	Hispanic	2	<HS	Private	City	86.292233	86.210243	91.939495	3.427026	1	1.603191	1	1	1	0	0	3	3
15	10	Male	Hispanic	4	Bachelors+	Public	Town	76.438487	69.429402	71.81697	2.992858	0.89297	1.016081	1	1	0	0	0	3	1
18	12	Male	Hispanic	2	SomeCollege	Public	Suburban	86.150578	93.241726	86.630854	4	0.94617	1.608306	0	1	0	1	0	3	3
17	12	Female	Other	1	SomeCollege	Public	Suburban	80.065335	77.968508	83.977443	3.739357	0.91767	1.526867	0	1	0	1	0	3	2
17	12	Male	Hispanic	4	HS	Public	City	80.337851	72.027586	86.409678	2.750811	0.940255	1.509645	1	1	0	0	0	3	2
15	10	Female	White	2	SomeCollege	Private	Town	85.618258	84.7941	72.884512	3.166089	0.953281	0.994134	0	1	0	0	0	1	1
16	11	Female	Hispanic	4	Bachelors+	Public	Town	70.753327	71.095008	69.567743	3.506304	0.927434	0.780076	1	1	0	1	0	4	4
15	10	Female	Hispanic	4	Bachelors+	Private	Suburban	71.56359	77.216957	73.634108	2.594574	0.910356	0.900475	1	0	0	1	0	2	1
18	12	Female	White	2	HS	Private	Rural	75.010821	83.757106	80.170717	3.819561	0.941376	1.027708	1	1	0	0	1	4	3
15	10	Male	Black	4	SomeCollege	Public	Town	86.158507	89.377892	83.048032	3.638737	0.967328	1.267767	1	0	0	0	0	3	3
15	10	Female	Two-or-more	3	HS	Public	Town	72.016175	66.817221	61.230385	2.898981	0.892841	1.294824	1	0	1	0	0	4	2
14	9	Male	Black	2	Bachelors+	Public	Rural	73.531921	69.174844	71.648366	2.097644	0.896539	0.589896	1	0	0	0	0	3	1
16	11	Male	Asian	4	Bachelors+	Public	Rural	67.795692	70.895326	66.940434	2.187168	0.866522	0.495971	1	0	1	0	0	2	3
17	12	Male	White	2	HS	Private	City	84.687456	83.876862	65.614983	3.399226	0.915316	0.980387	1	0	0	0	0	4	1
17	12	Female	White	3	Bachelors+	Public	City	87.249208	92.049273	88.882715	3.278626	0.989301	1.510074	1	0	0	0	0	4	2
16	11	Male	White	4	<HS	Public	City	89.999414	96.61187	81.257075	3.976241	0.969555	1.141	1	0	0	0	0	3	3
14	9	Female	White	1	<HS	Public	City	85.125279	79.47236	74.030258	2.689976	0.916675	1.184312	1	0	0	0	1	1	1
14	9	Female	Asian	2	HS	Public	City	69.010008	72.025191	84.862387	3.160879	0.876053	1.186469	1	1	0	0	0	3	1
14	9	Male	Hispanic	4	Bachelors+	Public	Rural	58.034117	61.243818	58.64178	1.939799	0.78229	0.730045	1	0	0	1	0	5	2
14	9	Female	White	1	<HS	Public	City	75.85466	67.09889	81.169218	2.859462	0.864861	0.64249	1	0	0	0	0	3	2
14	9	Male	White	4	SomeCollege	Public	Rural	73.066239	72.829291	62.621872	2.811335	0.878021	1.775347	1	1	1	0	0	3	2
14	9	Male	Black	4	Bachelors+	Public	City	95.314212	99.380598	91.342807	4	1	1.359972	1	0	0	1	0	3	3
18	12	Female	Black	1	HS	Public	City	78.590038	84.461214	76.275492	2.855378	0.958137	0.977115	1	0	0	0	0	3	1
15	10	Female	Asian	3	SomeCollege	Public	City	74.726718	68.838888	74.777014	2.936392	0.843383	1.274244	1	1	0	1	1	3	3
15	10	Female	Hispanic	4	HS	Public	Rural	76.031105	81.217716	77.224527	3.335638	0.893726	0.896175	1	1	0	0	0	3	3
18	12	Male	White	3	Bachelors+	Public	Rural	79.135091	82.299156	89.160058	3.534949	0.948561	1.782745	1	0	0	0	1	3	3
18	12	Male	White	3	SomeCollege	Private	Suburban	100	82.712127	79.945315	3.199771	0.975823	1.764768	0	1	0	0	0	4	1
18	12	Male	Other	3	Bachelors+	Public	Suburban	92.560882	100	93.698157	3.71797	1	1.662729	1	1	0	0	1	4	1
16	11	Female	Asian	1	<HS	Public	Suburban	68.169794	71.306838	68.762393	2.562937	0.888078	0.913273	1	1	0	0	0	2	3
18	12	Male	Hispanic	3	SomeCollege	Private	Suburban	74.204464	68.119977	73.147894	2.886318	0.909329	1.594656	1	1	1	1	1	4	2
18	12	Female	Hispanic	2	HS	Private	City	69.254102	75.761264	77.812822	3.217965	0.929482	1.241867	1	1	0	0	0	3	2
15	10	Female	Hispanic	2	HS	Public	Suburban	51.974405	52.164983	54.806581	2.480378	0.829743	0.602341	1	0	0	0	0	2	2
17	12	Female	Hispanic	1	<HS	Public	Suburban	74.749698	76.339493	68.796333	2.585433	0.868949	1.051448	1	1	0	1	0	2	3
16	11	Male	White	4	HS	Public	City	79.805709	75.522388	80.060211	2.723834	0.907421	1.19358	1	1	0	0	0	1	1
17	12	Female	Black	1	HS	Public	Rural	63.379421	50.700172	61.720084	1.869225	0.785361	0.881506	0	1	0	0	1	1	1
17	12	Male	White	1	Bachelors+	Public	Suburban	72.019436	72.582586	76.468677	2.493094	0.894444	0.875307	0	0	0	1	0	3	3
14	9	Female	Asian	1	HS	Public	City	63.780003	68.288254	70.307564	2.712827	0.847827	0.905107	1	1	0	1	0	2	1
18	12	Female	Black	3	SomeCollege	Public	Suburban	74.971508	83.061371	67.902478	3.349411	0.876546	1.310255	1	1	0	0	0	4	1
17	12	Male	Hispanic	3	<HS	Public	City	65.039663	61.470729	79.731698	2.768948	0.890056	0.465878	1	0	0	0	0	2	1

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