CS_6140_Final_Project

Articles on Covid-19 Clustering:

DEA Tool

Open Source DEA is a free Data Envelopment Analysis tool that is fairly easy to use and supports a wide array of DEA models.

	predicted_cluster	Never	Rarely	Sometimes	Frequently	Always	Rural Code	Urban Code	Per Less than HS	Per Only HS	Per Some College	Per Bachelors or Higher	Population	Unemployment Rate	Per of Median HH Income	Per in Poverty	Per of Cases	Per of Deaths
0	0	0.0492772	0.0537003	0.0924151	0.195191	0.609428	5.58013	5.86538	0.135502	0.348603	0.31776	0.198152	45606.1	0.0454359	0.801266	0.152082	0.0062505	0.000135063
1	1	0.024802	0.0280652	0.0614837	0.165464	0.72014	1.63158	1.5188	0.095802	0.248992	0.2861	0.369093	505916	0.0340752	1.11419	0.101474	0.0118106	0.000434949
2	2	0.0838642	0.0758217	0.126275	0.196114	0.517919	5.82852	5.98642	0.220772	0.384423	0.260526	0.134267	33977.1	0.0512139	0.746644	0.220163	0.0204759	0.000541168
3	3	0.0698797	0.0823196	0.123066	0.229623	0.49512	2.81713	2.52224	0.101575	0.321415	0.32247	0.254544	101647	0.0333278	1.03697	0.10918	0.00908879	0.00018113
4	4	0.129769	0.132178	0.163931	0.226551	0.347556	6.94151	7.73678	0.116972	0.368056	0.327864	0.18706	18179.9	0.0359539	0.864229	0.133188	0.00547829	8.1e-05

	predicted_cluster	Never	Rarely	Sometimes	Frequently	Always	Rural Code	Urban Code	Per Less than HS	Per Only HS	Per Some College	Per Bachelors or Higher	Population	Unemployment Rate	Per of Median HH Income	Per in Poverty	Per of Cases	Per of Deaths
0	0	0.206	0.174	0.248	0.544	0.889	9	12	0.33	0.522	0.48	0.495	999101	0.113	1.28405	0.311	0.0255106	0.00118718
1	1	0.093	0.102	0.184	0.347	0.884	8	11	0.287	0.409	0.401	0.785	1.00391e+07	0.074	2.34523	0.235	0.0446112	0.00263947
2	2	0.28	0.243	0.328	0.521	0.88	9	12	0.663	0.556	0.389	0.36	1.41821e+06	0.193	1.22787	0.477	0.139312	0.00402034
3	3	0.276	0.233	0.318	0.549	0.71	9	12	0.289	0.487	0.461	0.574	945726	0.06	1.62542	0.23	0.0605116	0.00139425
4	4	0.432	0.384	0.422	0.469	0.544	9	12	0.392	0.531	0.473	0.415	121328	0.101	1.3454	0.403	0.0463265	0.00152847

	predicted_cluster	Never	Rarely	Sometimes	Frequently	Always	Rural Code	Urban Code	Per Less than HS	Per Only HS	Per Some College	Per Bachelors or Higher	Population	Unemployment Rate	Per of Median HH Income	Per in Poverty	Per of Cases
0	0	0	0	0.003	0.038	0.3	1	1	0.016	0.161	0.211	0.095	625	0.021	0.447013	0.066	0.000226219
1	1	0	0	0.001	0.051	0.485	1	1	0.012	0.055	0.114	0.148	4123	0.018	0.574535	0.027	0.000970167
2	2	0	0	0.007	0.029	0.252	1	1	0.091	0.191	0.058	0.048	404	0.017	0.399225	0.075	0.000369731
3	3	0.002	0.01	0.026	0.05	0.207	1	1	0.016	0.132	0.222	0.108	769	0.02	0.657644	0.038	0.000491025
4	4	0.002	0.002	0.027	0.068	0.115	1	1	0.014	0.157	0.211	0.085	494	0.014	0.49271	0.06	0.000178731

	predicted_cluster	Never	Rarely	Sometimes	Frequently	Always	Rural Code	Urban Code	Per Less than HS	Per Only HS	Per Some College	Per Bachelors or Higher	Population	Unemployment Rate	Per of Median HH Income	Per in Poverty	Per of Cases	Per of Deaths
0	0	0.036076	0.0337424	0.0424695	0.0621323	0.0949855	2.17456	3.13185	0.0459957	0.0615192	0.0473503	0.0625359	69852.1	0.0128309	0.118548	0.0377735	0.00521337	0.000184161
1	1	0.0164053	0.0190058	0.0261162	0.0463609	0.0746932	1.07138	1.02923	0.0390951	0.0600707	0.0476512	0.10225	803623	0.00830447	0.249743	0.038777	0.00761774	0.000485321
2	2	0.0485222	0.0420652	0.0504851	0.0626779	0.110685	2.20993	2.98348	0.0565941	0.0587029	0.0413363	0.0331827	85904.6	0.0208454	0.12896	0.0593332	0.0155547	0.000607809
3	3	0.0378902	0.0377739	0.0432762	0.05717	0.0827215	1.72953	1.87103	0.0379713	0.0595501	0.0375601	0.075328	116245	0.00691864	0.155633	0.0328228	0.00644672	0.000206543
4	4	0.0618538	0.0559291	0.0568888	0.0614181	0.0739095	1.86146	2.8751	0.0458042	0.0557286	0.0480552	0.047309	17791.9	0.0111677	0.125538	0.0381421	0.00499922	0.000159463