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1		cd_code	cluster	region	dem_perc	gop_perc	dem_margin	clinton_margin	swing
2	1	AL-01	Rural-suburban mix	South	36.8	63.2	-26.4	-29.2	2.8
3	2	AL-02	Pure rural	South	38.4	61.4	-23	-31.7	8.7
4	3	AL-03	Pure rural	South	36.2	63.7	-27.5	-33	5.5
5	4	AL-04	Pure rural	South	20.1	79.8	-59.6	-62.5	2.9
6	5	AL-05	Rural-suburban mix	South	38.9	61	-22.1	-32.9	10.8
7	6	AL-06	Rural-suburban mix	South	30.8	69.2	-38.4	-43.8	5.4
8	7	AL-07	Rural-suburban mix	South	97.8	0	97.8	41.2	NA
9	8	AK-AL	Pure rural	West	46.5	53.1	-6.6	-14.7	8.1
10	9	AZ-01	Pure rural	West	53.8	46.1	7.7	-1.1	8.8
11	10	AZ-02	Dense suburban	West	54.7	45.2	9.5	4.8	4.7
12	11	AZ-03	Dense suburban	West	63.9	36.1	27.7	29.5	-1.8
13	12	AZ-04	Rural-suburban mix	West	30.5	68.2	-37.7	-39.4	1.7
14	13	AZ-05	Dense suburban	West	40.6	59.4	-18.8	-20.5	1.7
15	14	AZ-06	Dense suburban	West	44.8	55.2	-10.4	-9.8	-0.6
16	15	AZ-07	Urban-suburban mix	West	85.6	0.2	85.4	48.3	NA
17	16	AZ-08	Dense suburban	West	44.5	55.5	-10.9	-20.8	9.9
18	17	AZ-09	Urban-suburban mix	West	61.1	38.9	22.2	15.9	6.3
19	18	AR-01	Pure rural	South	28.8	68.9	-40.2	-34.8	-5.4
20	19	AR-02	Rural-suburban mix	South	45.8	52.1	-6.3	-10.7	4.4
21	20	AR-03	Rural-suburban mix	South	32.6	64.7	-32.1	-31.4	-0.7
22	21	AR-04	Pure rural	South	31.2	66.7	-35.5	-32.8	-2.7
23	22	CA-01	Rural-suburban mix	West	45.1	54.9	-9.8	-19.4	9.6
24	23	CA-02	Rural-suburban mix	West	77	23	54	45.2	8.8
25	24	CA-03	Rural-suburban mix	West	58.1	41.9	16.1	12.5	3.6
26	25	CA-04	Rural-suburban mix	West	45.9	54.1	-8.3	-14.5	6.2
27	26	CA-05	Dense suburban	West	78.9	0	78.9	44.6	NA
28	27	CA-06	Urban-suburban mix	West	100	0	100	44	NA
29	28	CA-07	Dense suburban	West	55	45	10.1	11.2	-1.1
30	29	CA-08	Rural-suburban mix	West	0	100	-100	-15.1	NA
31	30	CA-09	Dense suburban	West	56.5	43.5	13	18.2	-5.2
32	31	CA-10	Dense suburban	West	52.3	47.7	4.5	3	1.5
33	32	CA-11	Urban-suburban mix	West	74.1	25.9	48.3	47.6	0.7
34	33	CA-12	Pure urban	West	86.8	13.2	73.6	76.6	-3
35	34	CA-13	Pure urban	West	88.4	0	88.4	79.3	NA
36	35	CA-14	Urban-suburban mix	West	79.2	20.8	58.4	58.6	-0.2
37	36	CA-15	Urban-suburban mix	West	73	27	45.9	44.9	1
38	37	CA-16	Dense suburban	West	57.5	42.5	15.1	21.3	-6.2
39	38	CA-17	Pure urban	West	75.3	24.7	50.7	53.2	-2.5
40	39	CA-18	Urban-suburban mix	West	74.5	25.5	49	53.2	-4.2
41	40	CA-19	Urban-suburban mix	West	73.8	26.2	47.5	51.4	-3.9
42	41	CA-20	Urban-suburban mix	West	81.4	0	81.4	46.8	NA
43	42	CA-21	Rural-suburban mix	West	50.4	49.6	0.8	15.4	-14.6
44	43	CA-22	Dense suburban	West	47.3	52.7	-5.4	-9.3	3.9
45	44	CA-23	Dense suburban	West	36.3	63.7	-27.4	-21.9	-5.5
46	45	CA-24	Sparse suburban	West	58.6	41.4	17.1	19.9	-2.8
47	46	CA-25	Dense suburban	West	54.4	45.6	8.7	6.6	2.1
48	47	CA-26	Dense suburban	West	61.9	38.1	23.9	21.4	2.5
49	48	CA-27	Urban-suburban mix	West	100	0	100	37.6	NA
50	49	CA-28	Pure urban	West	78.4	21.6	56.7	49.8	6.9
51	50	CA-29	Pure urban	West	80.6	19.4	61.2	60.9	0.3
52	51	CA-30	Urban-suburban mix	West	73.4	26.6	46.8	43.4	3.4
53	52	CA-31	Dense suburban	West	58.7	41.3	17.5	21.1	-3.6
54	53	CA-32	Urban-suburban mix	West	68.8	31.2	37.6	38.9	-1.3
55	54	CA-33	Urban-suburban mix	West	70	30	40.1	41.3	-1.2
56	55	CA-34	Pure urban	West	72.5	0	72.5	72.8	NA
57	56	CA-35	Urban-suburban mix	West	69.4	30.6	38.8	40.8	-2
58	57	CA-36	Dense suburban	West	59	41	18	8.7	9.3
59	58	CA-37	Pure urban	West	89.1	10.9	78.2	76.1	2.1
60	59	CA-38	Pure urban	West	68.9	31.1	37.7	39.5	-1.8
61	60	CA-39	Dense suburban	West	51.6	48.4	3.1	8.5	-5.4
62	61	CA-40	Pure urban	West	77.3	0	77.3	69.5	NA
63	62	CA-41	Dense suburban	West	65.1	34.9	30.2	27.9	2.3
64	63	CA-42	Sparse suburban	West	43.5	56.5	-13	-12	-1
65	64	CA-43	Pure urban	West	77.7	22.3	55.3	61.7	-6.4
66	65	CA-44	Pure urban	West	100	0	100	70.8	NA
67	66	CA-45	Urban-suburban mix	West	52.1	47.9	4.1	5.4	-1.3
68	67	CA-46	Pure urban	West	69.1	30.9	38.3	38	0.3
69	68	CA-47	Pure urban	West	64.9	35.1	29.7	31.5	-1.8
70	69	CA-48	Urban-suburban mix	West	53.6	46.4	7.1	1.7	5.4
71	70	CA-49	Dense suburban	West	56.4	43.6	12.8	7.5	5.3
72	71	CA-50	Dense suburban	West	48.3	51.7	-3.4	-15	11.6
73	72	CA-51	Urban-suburban mix	West	71.2	28.8	42.4	49	-6.6
74	73	CA-52	Urban-suburban mix	West	63.8	36.2	27.7	22.6	5.1
75	74	CA-53	Urban-suburban mix	West	69.1	30.9	38.1	34.9	3.2
76	75	CO-01	Urban-suburban mix	West	73.8	23	50.8	45.8	5
77	76	CO-02	Sparse suburban	West	60.3	33.6	26.6	21.3	5.3
78	77	CO-03	Pure rural	West	43.6	51.5	-8	-11.9	3.9
79	78	CO-04	Rural-suburban mix	West	39.4	60.6	-21.2	-23.2	2
80	79	CO-05	Dense suburban	West	39.3	57	-17.7	-23.9	6.2
81	80	CO-06	Dense suburban	West	54.1	42.9	11.2	8.9	2.3
82	81	CO-07	Dense suburban	West	60.4	35.4	25	12.1	12.9
83	82	CT-01	Sparse suburban	Northeast	63.9	35	28.8	23.1	5.7
84	83	CT-02	Rural-suburban mix	Northeast	62.2	35.4	26.7	2.9	23.8
85	84	CT-03	Sparse suburban	Northeast	64.6	35.4	29.2	15.5	13.7
86	85	CT-04	Sparse suburban	Northeast	61.2	38.8	22.4	23	-0.6
87	86	CT-05	Sparse suburban	Northeast	55.9	44.1	11.7	4.1	7.6
88	87	DE-AL	Sparse suburban	South	64.5	35.5	28.9	11.4	17.5
89	88	FL-01	Rural-suburban mix	South	32.9	67.1	-34.1	-39.3	5.2
90	89	FL-02	Rural-suburban mix	South	32.6	67.4	-34.9	-35.6	0.7
91	90	FL-03	Pure rural	South	42.4	57.6	-15.2	-16	0.8
92	91	FL-04	Sparse suburban	South	32.4	65.2	-32.8	-28	-4.8
93	92	FL-05	Sparse suburban	South	66.8	33.2	33.6	25.4	8.2
94	93	FL-06	Sparse suburban	South	43.7	56.3	-12.6	-17	4.4
95	94	FL-07	Sparse suburban	South	57.7	42.3	15.4	7.3	8.1
96	95	FL-08	Sparse suburban	South	39.5	60.5	-21	-20.7	-0.3
97	96	FL-09	Sparse suburban	South	58	42	16	12.9	3.1
98	97	FL-10	Sparse suburban	South	100	0	100	26.9	NA
99	98	FL-11	Rural-suburban mix	South	34.8	65.1	-30.3	-32.3	2
100	99	FL-12	Sparse suburban	South	39.7	58.1	-18.4	-18.6	0.2
101	100	FL-13	Dense suburban	South	57.6	42.4	15.3	3.2	12.1
102	101	FL-14	Dense suburban	South	100	0	100	18.2	NA
103	102	FL-15	Sparse suburban	South	47	53	-6	-10	4
104	103	FL-16	Sparse suburban	South	45.4	54.6	-9.1	-10.8	1.7
105	104	FL-17	Rural-suburban mix	South	37.7	62.3	-24.5	-27.2	2.7
106	105	FL-18	Sparse suburban	South	45.7	54.3	-8.6	-9.2	0.6
107	106	FL-19	Sparse suburban	South	37.7	62.3	-24.5	-22.1	-2.4
108	107	FL-20	Urban-suburban mix	South	100	0	100	62.1	NA
109	108	FL-21	Dense suburban	South	100	0	100	19.5	NA
110	109	FL-22	Dense suburban	South	62	38	24	15.7	8.3
111	110	FL-23	Urban-suburban mix	South	58.5	36	22.5	26.1	-3.6
112	111	FL-24	Urban-suburban mix	South	100	0	100	67.2	NA
113	112	FL-25	Urban-suburban mix	South	39.5	60.5	-20.9	-1.9	-19
114	113	FL-26	Urban-suburban mix	South	50.9	49.1	1.7	16.3	-14.6
115	114	FL-27	Urban-suburban mix	South	51.8	45.8	6	19.7	-13.7
116	115	GA-01	Rural-suburban mix	South	42.3	57.7	-15.5	-15.5	0
117	116	GA-02	Rural-suburban mix	South	59.6	40.4	19.3	11.7	7.6
118	117	GA-03	Rural-suburban mix	South	34.5	65.5	-31.1	-31.6	0.5
119	118	GA-04	Sparse suburban	South	78.8	21.2	57.7	53.1	4.6
120	119	GA-05	Dense suburban	South	100	0	100	73.1	NA
121	120	GA-06	Dense suburban	South	50.5	49.5	1	-1.5	2.5
122	121	GA-07	Sparse suburban	South	49.9	50.1	-0.2	-6.4	6.2
123	122	GA-08	Pure rural	South	0	99.7	-99.7	-28.9	NA
124	123	GA-09	Pure rural	South	20.5	79.5	-59	-58.5	-0.5
125	124	GA-10	Pure rural	South	37.1	62.9	-25.8	-25.5	-0.3
126	125	GA-11	Sparse suburban	South	38.2	61.8	-23.6	-25.1	1.5
127	126	GA-12	Pure rural	South	40.5	59.5	-19	-16.2	-2.8
128	127	GA-13	Sparse suburban	South	76.2	23.8	52.4	44.5	7.9
129	128	GA-14	Rural-suburban mix	South	23.5	76.5	-53	-52.9	-0.1
130	129	HI-01	Urban-suburban mix	West	73.1	23.1	50	32.5	17.5
131	130	HI-02	Rural-suburban mix	West	77.4	22.6	54.7	31.8	22.9
132	131	ID-01	Rural-suburban mix	West	30.8	62.8	-32	-38.3	6.3
133	132	ID-02	Rural-suburban mix	West	39.3	60.7	-21.3	-24.7	3.4
134	133	IL-01	Urban-suburban mix	Midwest	73.5	19.8	53.7	53.2	0.5
135	134	IL-02	Dense suburban	Midwest	81.1	18.9	62.1	58.6	3.5
136	135	IL-03	Urban-suburban mix	Midwest	73	25.9	47.1	15.4	31.7
137	136	IL-04	Pure urban	Midwest	86.6	13.4	73.2	68.3	4.9
138	137	IL-05	Pure urban	Midwest	76.7	23.3	53.3	46	7.3
139	138	IL-06	Sparse suburban	Midwest	53.6	46.4	7.2	6.8	0.4
140	139	IL-07	Pure urban	Midwest	87.6	12.4	75.2	77.3	-2.1
141	140	IL-08	Dense suburban	Midwest	66	34	31.9	21.6	10.3
142	141	IL-09	Urban-suburban mix	Midwest	73.5	26.5	47	44.5	2.5
143	142	IL-10	Sparse suburban	Midwest	65.6	34.4	31.2	28.9	2.3
144	143	IL-11	Dense suburban	Midwest	63.8	36.2	27.7	23.3	4.4
145	144	IL-12	Rural-suburban mix	Midwest	45.4	51.6	-6.2	-14.8	8.6
146	145	IL-13	Rural-suburban mix	Midwest	49.6	50.4	-0.8	-5.3	4.5
147	146	IL-14	Sparse suburban	Midwest	52.5	47.5	5	-4	9
148	147	IL-15	Pure rural	Midwest	29.1	70.9	-41.9	-46.2	4.3
149	148	IL-16	Rural-suburban mix	Midwest	40.9	59.1	-18.2	-17.1	-1.1
150	149	IL-17	Rural-suburban mix	Midwest	62.1	37.9	24.2	-0.7	24.9
151	150	IL-18	Rural-suburban mix	Midwest	32.8	67.2	-34.5	-27.3	-7.2
152	151	IN-01	Sparse suburban	Midwest	65.1	34.9	30.2	12.5	17.7
153	152	IN-02	Rural-suburban mix	Midwest	45.2	54.8	-9.7	-23	13.3
154	153	IN-03	Rural-suburban mix	Midwest	35.3	64.7	-29.5	-34.8	5.3
155	154	IN-04	Rural-suburban mix	Midwest	35.9	64.1	-28.1	-33.9	5.8
156	155	IN-05	Sparse suburban	Midwest	43.2	56.8	-13.5	-11.7	-1.8
157	156	IN-06	Pure rural	Midwest	32.9	63.8	-31	-40.2	9.2
158	157	IN-07	Dense suburban	Midwest	64.8	35.1	29.7	22.5	7.2
159	158	IN-08	Rural-suburban mix	Midwest	35.6	64.4	-28.9	-33.6	4.7
160	159	IN-09	Rural-suburban mix	Midwest	43.5	56.5	-13	-26.8	13.8
161	160	IA-01	Rural-suburban mix	Midwest	51	45.9	5.1	-3.5	8.6
162	161	IA-02	Rural-suburban mix	Midwest	54.8	42.6	12.2	-4.1	16.3
163	162	IA-03	Sparse suburban	Midwest	49.3	47.1	2.2	-3.5	5.7
164	163	IA-04	Pure rural	Midwest	47	50.3	-3.3	-27.1	23.8
165	164	KS-01	Pure rural	Midwest	31.9	68.1	-36.3	-44.8	8.5
166	165	KS-02	Pure rural	Midwest	46.8	47.6	-0.8	-18.3	17.5
167	166	KS-03	Dense suburban	Midwest	53.6	43.9	9.7	1.2	8.5
168	167	KS-04	Sparse suburban	Midwest	40.6	59.4	-18.9	-27	8.1
169	168	KY-01	Pure rural	South	31.4	68.6	-37.2	-48.5	11.3
170	169	KY-02	Pure rural	South	31.1	66.7	-35.6	-39.9	4.3
171	170	KY-03	Dense suburban	South	62.1	36.6	25.5	14.9	10.6
172	171	KY-04	Rural-suburban mix	South	34.6	62.2	-27.7	-35.9	8.2
173	172	KY-05	Pure rural	South	21	78.9	-57.9	-62.1	4.2
174	173	KY-06	Rural-suburban mix	South	47.8	51	-3.2	-15.3	12.1
175	174	LA-01	Rural-suburban mix	South	26.6	71.5	-44.9	-42.2	-2.7
176	175	LA-02	Dense suburban	South	80.6	0	80.6	52.7	NA
177	176	LA-03	Rural-suburban mix	South	30.4	68.4	-38	-38.1	0.1
178	177	LA-04	Pure rural	South	33.6	64.2	-30.6	-24	-6.6
179	178	LA-05	Pure rural	South	30	66.5	-36.6	-29.4	-7.2
180	179	LA-06	Rural-suburban mix	South	28.6	69.5	-40.9	-34.1	-6.8
181	180	ME-01	Rural-suburban mix	Northeast	58.8	32.5	26.3	14.8	11.5
182	181	ME-02	Pure rural	Northeast	50.6	49.4	1.2	-10.3	11.5
183	182	MD-01	Rural-suburban mix	South	38.1	60	-21.9	-25.1	3.2
184	183	MD-02	Dense suburban	South	66	30.7	35.3	21	14.3
185	184	MD-03	Dense suburban	South	69.1	28.3	40.8	30.9	9.9
186	185	MD-04	Dense suburban	South	78.1	19.9	58.2	57.1	1.1
187	186	MD-05	Sparse suburban	South	70.3	27.1	43.2	33.8	9.4
188	187	MD-06	Sparse suburban	South	59	38	21	15.4	5.6
189	188	MD-07	Urban-suburban mix	South	76.4	21.3	55.2	52.5	2.7
190	189	MD-08	Dense suburban	South	68.2	30.2	37.9	33.3	4.6
191	190	MA-01	Sparse suburban	Northeast	97.6	0	97.6	20.3	NA
192	191	MA-02	Rural-suburban mix	Northeast	67.2	32.8	34.4	19	15.4
193	192	MA-03	Sparse suburban	Northeast	62	33.5	28.5	22.5	6
194	193	MA-04	Sparse suburban	Northeast	97.7	0	97.7	23.7	NA
195	194	MA-05	Urban-suburban mix	Northeast	75.9	24	51.8	42.9	8.9
196	195	MA-06	Sparse suburban	Northeast	65.2	31.4	33.8	17.6	16.2
197	196	MA-07	Pure urban	Northeast	98.3	0	98.3	71.2	NA
198	197	MA-08	Dense suburban	Northeast	98.4	0	98.4	25.6	NA
199	198	MA-09	Sparse suburban	Northeast	59.4	40.6	18.8	10.6	8.2
200	199	MI-01	Pure rural	Midwest	43.7	56.3	-12.6	-21.3	8.7
201	200	MI-02	Rural-suburban mix	Midwest	43	55.3	-12.3	-17.3	5
202	201	MI-03	Rural-suburban mix	Midwest	43.2	54.4	-11.2	-9.4	-1.8