Datasets:

Tanny001
/

instructor-effectiveness

batch_id stringlengths 6 6	instructor_id stringclasses 120 values	course_id stringclasses 25 values	completion_rate float64 0.3 0.98	avg_score_improvement float64 6.16 40	avg_quiz_score float64 40.4 100	dropout_rate float64 0.02 0.7	avg_watch_time float64 0.29 1	assignment_submission_rate float64 0.25 1	forum_activity_rate float64 0 0.64	avg_feedback_score float64 2.64 5	feedback_response_rate float64 0.26 1
B_1861	I_044	C_01	0.3	14.225955	73.546528	0.647423	0.774572	0.790918	0.108414	3.766211	0.533193
B_0354	I_119	C_06	0.65722	22.87111	77.312331	0.425098	0.494936	0.998566	0.28055	5	0.734087
B_1334	I_050	C_03	0.3	16.087517	79.563687	0.7	0.977901	0.807298	0.207013	3.517386	0.681433
B_0906	I_024	C_21	0.639507	24.260687	99.295316	0.334657	0.846515	0.544555	0.306395	4.207578	1
B_1290	I_001	C_08	0.527302	31.081556	99.393425	0.521099	0.91745	0.865885	0.252289	4.42623	0.69671
B_1274	I_026	C_07	0.551446	33.142072	66.921029	0.453334	0.808018	0.599258	0.303886	3.436706	0.82015
B_0939	I_082	C_23	0.672706	27.305267	71.339548	0.335138	0.675175	0.956999	0.088178	4.425978	0.916465
B_1732	I_009	C_15	0.604242	29.30205	68.572569	0.426282	0.760133	0.858307	0.32452	3.992383	0.773999
B_0066	I_114	C_03	0.7971	34.959309	72.695755	0.18242	0.67377	0.850339	0.117345	3.984805	0.702765
B_1324	I_038	C_24	0.3	19.906779	68.726413	0.7	0.645213	0.595022	0.015123	2.952908	0.604704
B_0057	I_007	C_03	0.611182	36.802763	81.984152	0.379727	0.994443	0.844886	0.292126	3.622734	1
B_1293	I_064	C_02	0.570696	19.093307	72.721843	0.410812	0.61887	0.878619	0.172449	3.185762	0.57067
B_1119	I_105	C_10	0.835885	32.151918	99.380619	0.172237	0.931757	0.639961	0.238955	4.29641	0.725115
B_0585	I_001	C_23	0.502279	30.47838	77.656405	0.527207	0.912544	0.870204	0.218729	4.1583	0.692847
B_0375	I_084	C_14	0.74764	24.853167	82.045392	0.339942	0.896929	0.766906	0.216145	4.17426	0.737127
B_0276	I_087	C_07	0.728593	36.70387	85.085878	0.275468	0.617111	0.869325	0.346214	5	0.659314
B_0747	I_086	C_07	0.507302	21.910958	52.236262	0.517193	0.788142	0.723976	0.111328	3.608986	0.763573
B_0129	I_088	C_13	0.551877	34.11997	77.530403	0.395987	0.620484	0.863648	0.123542	4.387035	0.648745
B_1647	I_088	C_16	0.485395	22.309794	61.036579	0.49044	0.723713	0.544952	0.05887	4.796709	0.690979
B_1853	I_044	C_21	0.396546	12.47153	69.713296	0.520882	0.624232	0.695045	0.338553	3.864146	0.473733
B_0675	I_033	C_25	0.559256	27.086097	77.509678	0.424323	0.992307	1	0.396202	4.490075	0.824931
B_1665	I_032	C_21	0.519524	22.673143	77.827209	0.494888	1	0.87499	0.175557	3.932348	0.893478
B_1982	I_117	C_23	0.751612	30.736196	72.067852	0.20392	0.637498	0.87931	0.328052	4.032436	0.592837
B_1084	I_111	C_05	0.792251	24.73216	74.794365	0.222434	0.973315	0.883056	0.160857	3.795297	0.692244
B_1923	I_039	C_20	0.543477	26.613939	88.623998	0.518243	0.81168	0.709388	0.164521	3.756784	0.898558
B_0100	I_100	C_16	0.396591	24.583119	74.997669	0.502562	0.758766	0.460796	0.25506	4.75619	0.798424
B_1180	I_119	C_09	0.42756	38.800238	99.795211	0.495454	0.544063	1	0.424539	5	0.792468
B_0965	I_086	C_14	0.542482	24.690727	75.898901	0.4322	0.667063	0.64881	0.320692	3.321807	0.740159
B_0793	I_018	C_02	0.867225	29.734227	82.962725	0.148093	1	0.517009	0.133579	4.531797	0.479468
B_0030	I_021	C_25	0.765745	33.702936	92.381896	0.233681	0.774875	0.74258	0.174497	4.700204	0.63911
B_0629	I_085	C_19	0.663933	30.647075	73.859917	0.307199	0.78351	1	0.341331	4.303273	0.700907
B_0945	I_010	C_22	0.977862	40	88.166218	0.031441	0.758796	0.772415	0.208892	4.231673	0.819064
B_0573	I_055	C_21	0.762248	30.507326	75.032848	0.184218	0.763143	0.633919	0.345551	4.723106	0.902122
B_0908	I_117	C_06	0.561381	40	75.310319	0.432239	0.910674	0.528978	0.345508	4.08836	0.809428
B_1081	I_112	C_21	0.33771	29.150086	71.754676	0.7	0.787003	0.821981	0.098797	4.359721	0.812068
B_0451	I_113	C_04	0.3	21.911205	79.638162	0.620199	0.447559	0.509912	0.198596	4.042177	0.259935
B_1610	I_047	C_24	0.482617	14.21418	69.533648	0.474734	0.924851	0.610442	0.174234	3.79871	0.938813
B_1291	I_090	C_03	0.566776	27.272532	87.258757	0.42437	0.972229	0.698473	0.379078	4.425078	0.861631
B_1079	I_107	C_18	0.676757	26.934606	94.539404	0.282011	0.70644	0.534045	0.037243	3.932182	0.691134
B_0255	I_052	C_08	0.452352	27.59808	61.068442	0.526038	0.970468	0.767477	0.292389	3.852503	0.676165
B_0125	I_065	C_08	0.478098	18.993039	72.324862	0.544128	0.954517	0.668786	0.33866	4.569089	0.668771
B_1928	I_103	C_17	0.801612	28.045853	94.966471	0.160811	0.816239	0.989231	0.370986	4.485536	0.810387
B_0252	I_096	C_15	0.783262	25.343063	86.820619	0.262571	0.9652	0.751207	0.292407	3.998476	0.604039
B_0586	I_111	C_11	0.536654	28.563675	80.494826	0.411098	0.612478	0.610686	0.050234	3.885005	0.910348
B_1569	I_028	C_19	0.396516	32.287049	69.430943	0.677342	0.815594	0.588131	0.210121	4.175333	0.548094
B_0825	I_045	C_14	0.573648	17.326158	75.028886	0.482882	0.644093	0.723707	0.401582	4.125362	0.608361
B_0508	I_065	C_22	0.502436	23.386934	72.97086	0.475769	0.839327	0.801686	0.415669	3.776304	0.588972
B_0890	I_001	C_08	0.652089	36.883153	85.450761	0.399007	0.90449	0.507565	0.394126	4.789839	0.571586
B_0071	I_084	C_15	0.604821	24.854203	73.349012	0.391708	0.993813	0.612796	0.088375	4.492798	0.840919
B_1609	I_115	C_11	0.569925	20.556823	70.734573	0.47238	0.557665	0.583563	0.404238	4.003703	0.675931
B_1533	I_117	C_24	0.748039	28.820633	74.35637	0.255614	0.626883	0.97575	0.254818	4.549107	0.697333
B_0248	I_079	C_25	0.481385	29.781121	78.491489	0.50777	0.744843	0.638537	0.336829	3.881278	0.517539
B_1451	I_027	C_12	0.381574	26.596359	71.248257	0.60633	1	0.718347	0.301478	4.662006	0.859975
B_0213	I_117	C_17	0.773338	18.957831	84.05536	0.137601	0.723771	0.881618	0.261167	3.980339	0.488195
B_0910	I_092	C_18	0.637793	22.845007	78.476108	0.331316	0.684757	0.96641	0.163423	3.528771	0.522298
B_1742	I_110	C_04	0.553674	26.131079	74.03398	0.441725	0.826067	0.94798	0.337825	4.128111	0.592811
B_1245	I_119	C_12	0.612096	26.878433	81.888539	0.321752	0.860667	0.963337	0.421734	4.410349	0.912369
B_1697	I_020	C_02	0.444294	23.730439	62.256511	0.592417	0.759191	0.635481	0.145572	4.40869	0.534704
B_1183	I_074	C_18	0.326052	23.902376	64.683603	0.7	0.627387	0.643498	0.286864	3.229063	0.774116
B_0362	I_020	C_18	0.546739	29.435621	69.572485	0.496013	0.839169	0.789713	0.104147	3.882271	0.611202
B_1474	I_090	C_06	0.650041	29.253335	81.655043	0.407756	0.773494	0.580872	0.291244	4.507251	0.858277
B_0679	I_044	C_16	0.3	23.730766	67.02856	0.648958	0.76199	0.421411	0.271916	2.878398	0.492768
B_1622	I_001	C_15	0.405172	18.82587	87.3515	0.546561	0.727346	0.635984	0.336693	3.924648	0.588859
B_1090	I_118	C_11	0.683344	36.207932	79.479185	0.336725	0.909535	0.873381	0.424175	4.437625	1
B_1988	I_111	C_20	0.529016	33.558585	78.34292	0.568413	1	0.653236	0.316399	4.263945	0.509934
B_1848	I_035	C_20	0.749093	31.030085	58.261471	0.344886	0.930609	0.707198	0.143013	4.017465	0.567116
B_0988	I_101	C_22	0.3	29.473165	71.432621	0.7	0.713212	1	0.322581	3.988747	0.666717
B_1513	I_110	C_24	0.544494	24.726829	75.859474	0.494662	0.77961	0.705764	0.27465	3.645924	0.733433
B_0112	I_109	C_19	0.617705	36.96416	70.284315	0.395001	0.735475	0.717426	0.235729	3.824326	0.935679
B_1488	I_112	C_01	0.384896	26.044235	81.222971	0.623342	1	0.749157	0.294932	4.046545	0.763004
B_1454	I_115	C_24	0.525069	32.436735	96.455579	0.431287	0.433798	0.921235	0.193937	4.43888	0.297679
B_0384	I_082	C_13	0.569701	28.178133	79.121046	0.447992	0.633507	0.750092	0.196531	4.143536	0.644599
B_1396	I_039	C_04	0.47394	29.300982	69.791115	0.449141	0.883437	0.538844	0.192632	4.191547	0.668059
B_1055	I_097	C_20	0.651657	30.639928	74.944237	0.367424	0.627333	1	0.214744	5	0.658025
B_0756	I_019	C_23	0.475088	21.114216	70.914805	0.505526	0.74615	0.758636	0.038503	4.286059	0.556524
B_0325	I_040	C_08	0.63201	24.117153	76.651976	0.368753	0.854688	0.903199	0.164921	5	0.847777
B_1624	I_029	C_16	0.524688	24.289641	77.695254	0.525583	0.7726	0.853008	0.086252	4.47673	0.841228
B_0788	I_035	C_05	0.551214	18.409306	62.709406	0.480989	0.847493	0.889744	0.346113	4.139422	0.739927
B_0369	I_075	C_04	0.3	16.879727	54.648456	0.639098	0.453058	0.370855	0.094487	3.983649	0.748373
B_1820	I_036	C_11	0.37661	28.223437	85.582543	0.540972	0.820176	0.860216	0.244652	3.604478	0.678848
B_0070	I_002	C_24	0.643744	30.932628	84.762565	0.403251	0.761777	0.643143	0.280407	3.905048	0.809301
B_0858	I_113	C_12	0.3	20.035256	78.976909	0.680517	0.908033	0.823497	0.102743	3.901239	0.598845
B_1484	I_043	C_25	0.541667	27.541411	81.720293	0.550561	0.836417	0.971031	0.32805	3.99356	0.58689
B_1556	I_025	C_02	0.98	29.174977	85.321678	0.026304	0.860239	0.634255	0.243301	4.608676	0.840216
B_1692	I_082	C_12	0.589154	26.845933	77.054679	0.37262	0.813144	0.760304	0.150097	3.32281	0.644679
B_1475	I_013	C_12	0.849631	40	59.966729	0.132977	0.475681	0.794707	0.229818	4.430717	0.636012
B_1799	I_029	C_07	0.567163	21.433171	74.282162	0.308529	0.71455	0.878098	0.243964	3.924375	0.59808
B_0479	I_023	C_03	0.511977	16.387277	62.378247	0.487619	0.606441	0.650327	0.135615	5	0.746865
B_0282	I_002	C_06	0.8897	37.54406	97.98486	0.089486	0.91591	1	0.321919	4.953551	0.597889
B_1648	I_087	C_11	0.668999	31.89566	78.716347	0.361023	0.68639	0.722359	0.359341	4.3469	1
B_1557	I_071	C_16	0.582473	24.337182	87.297294	0.413862	0.636771	0.686027	0.154249	3.978874	0.746396
B_1730	I_081	C_08	0.560745	25.610126	86.334976	0.402933	0.733088	0.443426	0.312663	4.719094	0.930377
B_0211	I_062	C_02	0.65849	30.670073	78.992148	0.312081	0.926144	0.877284	0.277311	4.20468	0.907619
B_0298	I_116	C_18	0.61401	25.090676	77.188539	0.341241	0.621144	0.456591	0.231393	3.922936	0.856573
B_1885	I_072	C_23	0.60546	33.340929	73.899905	0.492618	0.800404	0.414283	0.377486	4.004421	0.906405
B_1834	I_066	C_24	0.886557	31.591612	70.281177	0.139545	0.728189	0.841779	0.432715	5	0.965968
B_0652	I_016	C_25	0.560393	25.251093	71.633507	0.417682	0.55919	0.437127	0.27932	4.226722	0.802547
B_1234	I_112	C_15	0.448313	20.196652	72.89815	0.592678	0.982859	0.766171	0.397155	4.000927	0.583545
B_1503	I_040	C_24	0.519188	26.816148	77.594361	0.477092	0.603153	0.858344	0.196244	4.518459	0.638198
B_1932	I_024	C_11	0.626655	32.835691	83.674797	0.304021	0.894556	0.864234	0.140542	3.621126	0.876678