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	Hispanic	3	HS	Public	Suburban	71.508664	74.870953	78.840741	2.995495	0.90104	0.562139	1	1	1	0	0	2	3
16	11	Female	Black	4	SomeCollege	Private	Suburban	82.739457	72.769558	84.411617	3.04744	0.901487	1.468838	1	1	0	1	0	4	1
16	11	Female	Hispanic	3	Bachelors+	Private	Suburban	82.668961	72.232559	71.059619	2.983225	0.930202	0.977392	1	1	0	1	0	4	3
14	9	Male	Hispanic	1	<HS	Public	City	69.376376	58.732715	54.235714	2.325165	0.821601	0.593548	1	0	0	0	1	2	1
14	9	Male	White	1	HS	Public	City	77.308931	86.304478	76.981775	3.719817	0.906703	1.437015	0	0	0	0	0	4	2
17	12	Male	Black	4	Bachelors+	Public	Rural	68.879134	78.553474	81.908564	2.57641	0.900093	1.489322	1	1	0	0	1	4	2
17	12	Male	White	4	SomeCollege	Public	Suburban	75.039191	78.994454	75.601528	3.079067	0.87555	0.941506	1	0	0	1	0	4	1
15	10	Male	Two-or-more	1	<HS	Public	Suburban	70.172285	67.145494	69.159157	3.184847	0.865958	1.151229	1	0	0	0	0	4	2
14	9	Male	White	3	SomeCollege	Public	Suburban	86.687247	83.260323	87.405269	3.025646	0.972626	1.626444	1	0	0	0	0	3	2
14	9	Female	White	4	HS	Public	Town	97.578011	83.35941	79.558527	4	0.973496	1.201559	1	1	0	1	0	5	2
14	9	Male	Two-or-more	2	SomeCollege	Private	Rural	66.640542	64.815156	61.129444	2.674939	0.827024	1.415703	1	0	0	1	0	4	2
18	12	Male	Hispanic	3	<HS	Private	Rural	87.025433	88.807175	90.446687	3.6513	0.95164	0.844239	0	1	0	0	0	2	1
15	10	Male	Hispanic	3	Bachelors+	Public	Suburban	66.627306	70.470799	91.958911	3.139262	0.908364	1.125118	1	0	0	1	0	3	1
18	12	Female	White	1	SomeCollege	Private	Town	63.794747	69.143768	80.190875	2.760399	0.88952	1.145726	1	1	1	1	0	2	1
16	11	Male	Asian	2	<HS	Public	Rural	83.939528	84.927361	77.271077	3.188149	0.933421	1.499384	1	0	0	0	0	3	1
15	10	Male	Hispanic	1	SomeCollege	Public	City	57.551478	69.0464	55.086791	2.455294	0.824485	0.046052	1	0	0	1	0	3	1
16	11	Male	Hispanic	1	<HS	Public	City	99.383863	95.379716	87.652104	3.389484	0.982187	1.088929	1	1	0	0	0	2	3
14	9	Female	White	2	HS	Public	Suburban	74.263755	75.07996	88.514408	2.972522	0.907585	1.155277	1	0	0	0	0	5	3
18	12	Male	White	3	HS	Public	City	89.49732	75.020299	83.715207	3.498492	0.967757	0.675123	1	0	0	0	1	4	2
15	10	Female	Black	2	<HS	Public	Suburban	65.921853	78.760991	72.176229	3.394522	0.915414	1.030731	1	1	0	1	0	3	3
14	9	Male	Hispanic	2	SomeCollege	Public	City	83.466363	72.158686	74.707654	2.833882	0.880223	0.859751	1	0	0	0	0	4	1
18	12	Male	Hispanic	3	HS	Public	Suburban	61.294212	50.257852	57.081123	2.803222	0.820721	0.29907	1	1	0	1	0	2	3
18	12	Female	Hispanic	1	<HS	Public	Suburban	70.767345	83.134993	77.491025	2.737835	0.898057	0.710343	1	1	0	0	0	4	4
15	10	Male	Hispanic	1	HS	Public	City	83.662164	75.990776	82.560915	3.668078	0.920543	1.049264	0	0	0	1	0	3	1
16	11	Male	Hispanic	2	SomeCollege	Public	Rural	93.830991	87.72883	89.920087	3.800387	0.950248	1.677689	1	0	1	1	0	4	3
16	11	Female	White	3	SomeCollege	Public	City	72.802762	65.758675	68.436159	2.876256	0.860708	0.640685	1	0	0	0	0	4	2
16	11	Male	Hispanic	1	Bachelors+	Private	City	76.666972	65.497569	58.181671	3.098677	0.895422	0.637578	1	0	1	0	0	4	2
15	10	Female	Black	1	HS	Public	Rural	77.081057	82.105535	69.487298	3.249159	0.881406	1.225803	1	1	0	1	0	4	2
17	12	Male	White	3	SomeCollege	Public	Suburban	68.932989	84.84676	78.621056	3.053453	0.912393	1.216126	1	1	0	1	0	2	1
15	10	Male	White	4	Bachelors+	Public	Town	70.529515	72.005797	72.735941	3.370919	0.889073	1.532889	1	0	1	0	0	3	3
15	10	Female	Hispanic	4	SomeCollege	Private	Rural	71.996364	67.277911	65.817759	2.994406	0.897585	0.270335	1	1	0	1	0	4	1
18	12	Female	Black	1	<HS	Public	Rural	85.780262	79.026333	86.897116	3.415205	0.94608	1.143853	0	0	0	1	0	4	1
14	9	Female	Asian	4	Bachelors+	Private	City	62.988868	57.539514	49.747735	2.277045	0.799178	0.948122	1	0	0	1	0	2	3
18	12	Female	Hispanic	3	HS	Public	Suburban	69.567079	77.989312	61.42832	3.114417	0.881583	0.918377	1	0	0	0	0	4	1
15	10	Female	Hispanic	2	SomeCollege	Public	Town	53.272505	59.84927	66.697399	2.050047	0.845737	0.708117	1	1	0	0	0	3	3
15	10	Male	White	2	HS	Public	City	73.646867	59.043642	67.430718	2.800393	0.85006	0.49002	1	0	0	1	0	2	3
18	12	Female	Hispanic	1	HS	Private	Town	68.339068	71.934867	68.677818	3.210633	0.83977	1.333536	1	0	0	0	0	3	2
17	12	Female	Two-or-more	4	SomeCollege	Private	Suburban	89.467075	81.450928	82.112454	3.445023	0.975796	1.284368	1	0	0	1	0	2	2
14	9	Female	Hispanic	3	HS	Public	Suburban	63.718966	70.481647	64.549364	2.46769	0.877206	0.618478	1	1	0	1	0	3	2
15	10	Female	Asian	1	HS	Public	Rural	86.926579	95.372415	86.799071	3.91993	0.952601	1.554763	1	1	0	0	0	2	5
15	10	Female	White	1	HS	Public	Suburban	73.887169	64.897366	68.991976	2.780442	0.85473	0.864573	1	1	0	1	0	3	1
14	9	Male	Hispanic	3	HS	Private	Suburban	86.489044	83.31473	68.643829	3.359288	0.898407	0.378126	1	1	0	1	0	4	2
14	9	Male	Hispanic	4	HS	Public	Suburban	57.278405	46.484578	62.14335	2.021709	0.775739	0.623264	1	1	1	0	0	5	2
17	12	Male	White	4	Bachelors+	Public	City	85.331746	72.889581	74.995989	3.373104	0.92853	1.393385	1	0	0	0	0	3	2
17	12	Female	Two-or-more	2	SomeCollege	Private	City	74.558154	63.926274	79.996677	2.999279	0.877168	0.944772	0	0	0	0	1	4	1
15	10	Male	White	4	HS	Private	Suburban	90.673341	75.549041	83.849845	3.671836	0.949271	0.901843	1	0	0	0	0	3	1
17	12	Female	Asian	2	HS	Public	Suburban	75.215426	84.477353	77.479386	2.910503	0.919706	1.000204	1	0	0	0	1	2	1
15	10	Male	Hispanic	3	SomeCollege	Public	Rural	80.463365	82.3611	95.137557	3.554921	0.96585	0.551922	1	1	0	0	0	4	1
16	11	Male	Hispanic	2	SomeCollege	Public	Suburban	80.410691	79.550936	78.932034	3.395967	0.883018	1.353018	1	0	1	0	0	4	4
16	11	Female	White	2	HS	Public	City	80.689112	83.990056	84.419657	3.047855	0.967144	1.286159	1	1	1	0	1	4	2
17	12	Male	Hispanic	4	Bachelors+	Public	City	89.828905	93.592559	96.672211	3.980307	0.956244	1.027465	1	0	1	0	0	3	2
15	10	Female	White	3	<HS	Public	Rural	71.455874	64.570303	69.798358	2.70055	0.851419	0.15572	1	1	0	0	0	3	4
14	9	Female	Hispanic	3	HS	Public	Rural	70.643249	73.490548	74.379281	3.01765	0.832609	0.76437	1	1	1	0	1	4	1
16	11	Female	White	4	SomeCollege	Private	Suburban	78.327013	77.388364	79.499608	3.09371	0.908077	0.759518	1	1	0	1	1	3	2
17	12	Male	Black	3	SomeCollege	Private	Suburban	72.047859	77.225319	70.626234	2.878788	0.901971	0.941878	1	1	0	0	0	3	2
16	11	Female	White	3	HS	Private	Town	85.109845	81.090076	82.65533	3.538867	0.910422	1.268034	1	1	0	0	1	2	3
15	10	Male	White	1	SomeCollege	Public	Rural	81.152756	77.805588	87.197731	2.662199	0.944941	1.154832	0	1	1	1	0	3	2
14	9	Male	Hispanic	1	HS	Public	Suburban	60.71452	69.97408	66.91932	2.284848	0.856514	0.792122	1	1	0	1	0	2	4
16	11	Male	White	2	<HS	Private	Suburban	89.615958	80.927503	88.018339	3.513439	0.960143	0.712641	1	0	1	0	1	3	2
16	11	Male	White	4	Bachelors+	Public	Suburban	71.744679	85.017906	84.004363	3.407514	0.944767	1.115667	1	1	0	0	1	2	3
15	10	Female	Black	4	SomeCollege	Public	Suburban	67.819344	67.909709	65.809145	2.98107	0.842616	0.798204	1	0	0	1	1	2	2
14	9	Female	Black	1	HS	Private	Rural	61.851437	70.983496	65.291686	2.78485	0.877505	1.113251	0	1	0	0	0	5	1
16	11	Male	Black	2	HS	Public	Suburban	64.167317	70.634534	62.679873	2.822256	0.861642	0.187289	1	1	0	1	0	3	2
16	11	Male	Hispanic	4	Bachelors+	Public	Suburban	69.804479	57.833201	56.937441	2.250756	0.83101	1.053327	1	1	1	1	0	3	2
14	9	Female	White	1	Bachelors+	Public	City	73.18044	72.012349	70.50694	2.803215	0.895276	1.352131	0	0	0	0	0	2	1
16	11	Male	Black	4	SomeCollege	Private	Rural	67.237709	69.000825	67.272921	2.868183	0.83839	0.412402	1	0	0	0	0	3	2
14	9	Male	White	2	HS	Public	Town	72.334786	80.220039	83.582386	3.429879	0.937914	1.259252	1	0	1	1	0	5	2
17	12	Male	Black	2	HS	Public	City	79.789222	70.570403	67.838776	3.227617	0.893765	0.902486	1	1	1	1	1	4	2
17	12	Male	Black	3	HS	Public	City	68.205081	65.095436	71.249574	2.241505	0.849189	0.915632	1	0	0	1	0	3	3
18	12	Male	Hispanic	2	SomeCollege	Private	Suburban	78.361039	78.272494	75.942302	3.155915	0.911048	1.098744	1	0	0	1	0	1	2
15	10	Male	Hispanic	1	<HS	Public	Rural	50.988715	53.914473	65.502338	2.533005	0.775916	0.193367	1	0	0	0	0	2	2
17	12	Male	Hispanic	3	HS	Public	Rural	79.900233	75.964541	82.729196	3.032793	0.924997	1.279565	1	0	0	1	0	3	3
16	11	Female	White	3	SomeCollege	Public	Suburban	70.14801	73.950533	60.934176	3.199197	0.862313	0.91861	1	0	0	1	0	4	1
17	12	Male	White	3	<HS	Public	Suburban	71.168193	70.453269	74.030785	2.880603	0.908929	0.18734	1	1	0	0	0	2	3
15	10	Female	Hispanic	4	Bachelors+	Public	City	71.636761	73.845086	66.228426	2.956461	0.894931	0.890281	1	1	1	1	0	4	1
18	12	Female	White	1	<HS	Public	Suburban	64.600827	75.924382	68.055163	2.960847	0.876194	0.837048	1	1	0	1	0	4	2
15	10	Female	White	1	HS	Public	Suburban	79.232049	70.209928	70.815329	2.864807	0.899612	0.929603	1	0	0	0	0	3	1
16	11	Male	White	3	HS	Public	Rural	72.513295	67.484273	76.041493	3.161594	0.887128	0.787178	0	1	1	0	0	3	3
14	9	Male	White	1	<HS	Public	City	53.601082	70.359858	67.122522	2.660816	0.841651	0.864446	0	1	0	1	0	3	2
14	9	Female	White	2	<HS	Public	Suburban	62.653865	59.637212	77.462523	2.512753	0.846104	0.564642	1	0	1	0	0	4	4
18	12	Male	Hispanic	4	SomeCollege	Public	Rural	59.632072	71.223875	66.903897	2.891258	0.881915	0.740941	1	0	1	0	0	4	2
15	10	Female	Hispanic	4	SomeCollege	Public	Town	69.225454	71.010133	69.465781	2.66555	0.89434	0.818276	1	0	0	1	0	3	2
18	12	Male	Hispanic	2	HS	Private	Suburban	81.321948	79.657262	75.813887	2.87757	0.920191	1.189251	0	1	1	0	0	3	2
18	12	Male	White	4	HS	Public	City	70.618245	82.417372	79.792927	3.126311	0.918158	1.170182	1	0	0	0	0	2	1
17	12	Male	Hispanic	1	HS	Public	City	77.234372	71.062354	63.853033	2.752283	0.864344	0.624752	0	1	0	1	0	3	2
14	9	Male	Hispanic	1	HS	Public	City	76.576266	88.593649	78.599586	3.094997	0.904437	1.663548	1	1	1	0	0	4	2
14	9	Male	Asian	2	<HS	Public	Town	79.831311	80.620159	81.842831	3.399984	0.912186	0.786194	1	1	0	0	0	4	1
16	11	Female	Hispanic	3	Bachelors+	Public	Suburban	73.848804	69.900707	81.084749	3.192914	0.900751	0.641985	1	0	0	1	0	4	3
18	12	Male	White	4	Bachelors+	Private	City	70.044054	66.705328	71.319601	3.04543	0.887437	0.551445	1	1	0	0	1	3	3
15	10	Female	White	2	SomeCollege	Public	Town	73.484132	85.885861	74.698291	3.313984	0.954029	0.799593	0	0	0	0	0	2	1
17	12	Female	Hispanic	2	SomeCollege	Private	Suburban	73.052032	67.669911	85.656614	2.692421	0.913318	1.30186	1	1	0	1	0	1	2
15	10	Female	Hispanic	1	HS	Public	Suburban	63.653882	65.463296	64.785136	2.341092	0.835584	0.741897	1	0	0	0	0	3	2
14	9	Male	White	4	Bachelors+	Public	Suburban	98.331484	94.125902	99.143382	3.679163	1	1.56749	1	0	0	0	0	3	1
16	11	Female	Other	4	SomeCollege	Public	City	69.735761	70.589621	67.599969	2.996029	0.861817	0.992326	1	1	0	0	0	5	2
15	10	Female	White	4	Bachelors+	Public	City	82.152694	73.862973	68.667931	2.741478	0.894768	0.690054	1	0	0	0	0	2	3
18	12	Female	Hispanic	3	SomeCollege	Private	Rural	79.564572	75.7725	75.560965	3.318071	0.878619	0.977139	1	0	0	0	0	4	2
18	12	Female	White	1	SomeCollege	Public	Suburban	54.81202	58.606247	51.839013	2.34078	0.811476	1.278047	0	1	0	1	0	3	2
16	11	Female	White	1	<HS	Public	City	75.78729	81.206788	85.032025	3.351723	0.929558	1.269815	1	0	0	0	0	3	3
16	11	Male	White	3	HS	Public	Suburban	78.574498	59.455806	75.952155	3.072216	0.856575	1.050079	1	0	0	0	0	2	3
18	12	Female	White	3	SomeCollege	Public	City	68.291557	82.073101	82.522736	3.047507	0.894705	0.755929	1	0	0	1	0	2	1

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