The Pollution.csv dataset provides age-adjusted mortality rate per 100,000people for 60 locations. Additional climate and demographic information for each location is available as well. Please refer to the list below for attribute data types and summary attribute descriptions.

Your task for this question is to analyze this data set by using the WEKA program to answer the following:

A.)Perform K-means analysis using 5 clusters on this data. Attach screenshots of WEKA output. Interpret your summary of findings in a Word Document in multiple paragraphs.

B.) Perform a linear regression using WEKA software and Excel data analysis. Attach screen shots of relevant information and Interpret your summary of findings and linear regression output in a WORD Format.

POPULATION DATA SET DESCRIPTORS:

Precipitation: Average annual precipitation in inches JanuaryF: Average January temperature in degrees F JulyF: Average July temperature in degrees F Ovr65: % of population aged 65 or older Household: Average household size Education: Median school years completed by those over 22 Housing: % of housing units which are sound & with all facilities Density: Population per sq. mile in urbanized areas NonWhite: % non-white population in urbanized areas WhiteCollar: % employed in white collar occupations

LowIncome: % of families with income < $3000 HC: Relative hydrocarbon pollution potential NOX: Relative nitric oxides pollution potential SO2: Relative sulphur dioxide pollution potential Humidity: Annual average % relative humidity at 1pm Mortality: Total age-adjusted mortality rate per 100,000

Precipitation	JanuaryF	JulyF	>65	Household	Education	Housing	Density	NonWhite	WhiteCollar	LowIncome	HC	NOX	SO2	Humidity	Mortality
36	27	71	8.1	3.34	11.4	81.5	3243	8.8	42.6	11.7	21	15	59	59	921.87
35	23	72	11.1	3.14	11	78.8	4281	3.5	50.7	14.4	8	10	39	57	997.875
44	29	74	10.4	3.21	9.8	81.6	4260	0.8	39.4	12.4	6	6	33	54	962.354
47	45	79	6.5	3.41	11.1	77.5	3125	27.1	50.2	20.6	18	8	24	56	982.291
43	35	77	7.6	3.44	9.6	84.6	6441	24.4	43.7	14.3	43	38	206	55	1071.289
53	45	80	7.7	3.45	10.2	66.8	3325	38.5	43.1	25.5	30	32	72	54	1030.38
43	30	74	10.9	3.23	12.1	83.9	4679	3.5	49.2	11.3	21	32	62	56	934.7
45	30	73	9.3	3.29	10.6	86	2140	5.3	40.4	10.5	6	4	4	56	899.529
36	24	70	9	3.31	10.5	83.2	6582	8.1	42.5	12.6	18	12	37	61	1001.902
36	27	72	9.5	3.36	10.7	79.3	4213	6.7	41	13.2	12	7	20	59	912.347
52	42	79	7.7	3.39	9.6	69.2	2302	22.2	41.3	24.2	18	8	27	56	1017.613
33	26	76	8.6	3.2	10.9	83.4	6122	16.3	44.9	10.7	88	63	278	58	1024.885
40	34	77	9.2	3.21	10.2	77	4101	13	45.7	15.1	26	26	146	57	970.467
35	28	71	8.8	3.29	11.1	86.3	3042	14.7	44.6	11.4	31	21	64	60	985.95
37	31	75	8	3.26	11.9	78.4	4259	13.1	49.6	13.9	23	9	15	58	958.839
35	46	85	7.1	3.22	11.8	79.9	1441	14.8	51.2	16.1	1	1	1	54	860.101
36	30	75	7.5	3.35	11.4	81.9	4029	12.4	44	12	6	4	16	58	936.234
15	30	73	8.2	3.15	12.2	84.2	4824	4.7	53.1	12.7	17	8	28	38	871.766
31	27	74	7.2	3.44	10.8	87	4834	15.8	43.5	13.6	52	35	124	59	959.221
30	24	72	6.5	3.53	10.8	79.5	3694	13.1	33.8	12.4	11	4	11	61	941.181
31	45	85	7.3	3.22	11.4	80.7	1844	11.5	48.1	18.5	1	1	1	53	891.708
31	24	72	9	3.37	10.9	82.8	3226	5.1	45.2	12.3	5	3	10	61	871.338
42	40	77	6.1	3.45	10.4	71.8	2269	22.7	41.4	19.5	8	3	5	53	971.122
43	27	72	9	3.25	11.5	87.1	2909	7.2	51.6	9.5	7	3	10	56	887.466
46	55	84	5.6	3.35	11.4	79.7	2647	21	46.9	17.9	6	5	1	59	952.529
39	29	75	8.7	3.23	11.4	78.6	4412	15.6	46.6	13.2	13	7	33	60	968.665
35	31	81	9.2	3.1	12	78.3	3262	12.6	48.6	13.9	7	4	4	55	919.729
43	32	74	10.1	3.38	9.5	79.2	3214	2.9	43.7	12	11	7	32	54	844.053
11	53	68	9.2	2.99	12.1	90.6	4700	7.8	48.9	12.3	648	319	130	47	861.833
30	35	71	8.3	3.37	9.9	77.4	4474	13.1	42.6	17.7	38	37	193	57	989.265
50	42	82	7.3	3.49	10.4	72.5	3497	36.7	43.3	26.4	15	18	34	59	1006.49
60	67	82	10	2.98	11.5	88.6	4657	13.5	47.3	22.4	3	1	1	60	861.439
30	20	69	8.8	3.26	11.1	85.4	2934	5.8	44	9.4	33	23	125	64	929.15
25	12	73	9.2	3.28	12.1	83.1	2095	2	51.9	9.8	20	11	26	58	857.622
45	40	80	8.3	3.32	10.1	70.3	2682	21	46.1	24.1	17	14	78	56	961.009
46	30	72	10.2	3.16	11.3	83.2	3327	8.8	45.3	12.2	4	3	8	58	923.234
54	54	81	7.4	3.36	9.7	72.8	3172	31.4	45.5	24.2	20	17	1	62	1113.156
42	33	77	9.7	3.03	10.7	83.5	7462	11.3	48.7	12.4	41	26	108	58	994.648
42	32	76	9.1	3.32	10.5	87.5	6092	17.5	45.3	13.2	29	32	161	54	1015.023
36	29	72	9.5	3.32	10.6	77.6	3437	8.1	45.5	13.8	45	59	263	56	991.29
37	38	67	11.3	2.99	12	81.5	3387	3.6	50.3	13.5	56	21	44	73	893.991
42	29	72	10.7	3.19	10.1	79.5	3508	2.2	38.8	15.7	6	4	18	56	938.5
41	33	77	11.2	3.08	9.6	79.9	4843	2.7	38.6	14.1	11	11	89	54	946.185
44	39	78	8.2	3.32	11	79.9	3768	28.6	49.5	17.5	12	9	48	53	1025.502
32	25	72	10.9	3.21	11.1	82.5	4355	5	46.4	10.8	7	4	18	60	874.281
34	32	79	9.3	3.23	9.7	76.8	5160	17.2	45.1	15.3	31	15	68	57	953.56
10	55	70	7.3	3.11	12.1	88.9	3033	5.9	51	14	144	66	20	61	839.709
18	48	63	9.2	2.92	12.2	87.7	4253	13.7	51.2	12	311	171	86	71	911.701
13	49	68	7	3.36	12.2	90.7	2702	3	51.9	9.7	105	32	3	71	790.733
35	40	64	9.6	3.02	12.2	82.5	3626	5.7	54.3	10.1	20	7	20	72	899.264
45	28	74	10.6	3.21	11.1	82.6	1883	3.4	41.9	12.3	5	4	20	56	904.155
38	24	72	9.8	3.34	11.4	78	4923	3.8	50.5	11.1	8	5	25	61	950.672
31	26	73	9.3	3.22	10.7	81.3	3249	9.5	43.9	13.6	11	7	25	59	972.464
40	23	71	11.3	3.28	10.3	73.8	1671	2.5	47.4	13.5	5	2	11	60	912.202
41	37	78	6.2	3.25	12.3	89.5	5308	25.9	59.7	10.3	65	28	102	52	967.803
28	32	81	7	3.27	12.1	81	3665	7.5	51.6	13.2	4	2	1	54	823.764
45	33	76	7.7	3.39	11.3	82.2	3152	12.1	47.3	10.9	14	11	42	56	1003.502
45	24	70	11.8	3.25	11.1	79.8	3678	1	44.8	14	7	3	8	56	895.696
42	33	76	9.7	3.22	9	76.2	9699	4.8	42.2	14.5	8	8	49	54	911.817
38	28	72	8.9	3.48	10.7	79.8	3451	11.7	37.5	13	14	13	39	58	954.442