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import io
import us
import csv
import itertools
import requests
import pandas as pd
import numpy as np
def pairwise(iterable):
"s -> (s0,s1), (s1,s2), (s2, s3), ..."
a, b = itertools.tee(iterable)
next(b, None)
return zip(a, b)
# Sheet 1: 29622862
# Sheet 2: 1024689221
response = requests.get("https://docs.google.com/spreadsheets/d/1D-edaVHTnZNhVU840EPUhz3Cgd7m39Urx7HM8Pq6Pus/export?format=csv&id=1D-edaVHTnZNhVU840EPUhz3Cgd7m39Urx7HM8Pq6Pus&gid=1024689221")
output = []
with io.StringIO(response.text) as f:
reader = csv.reader(f)
header1 = next(reader)
year_start_indicies = []
for i, col in enumerate(header1):
# print(i, repr(col))
if col == "1952": break
if col.startswith('20') or col.startswith('19'):
year_start_indicies.append((col, i,))
# print(year_start_indicies)
header2 = next(reader)
for row in reader:
# end of states, starts regions next
if row[0] == '': break
for ((year, index), (next_year, next_index)) in pairwise(year_start_indicies):
if row[0] == 'Nationwide':
state = 'US'
elif row[0] == 'Washington DC':
state = 'DC'
else:
state = us.states.lookup(row[0]).abbr
out = {
'year': int(year),
'state': state,
'dem': row[index],
'rep': row[index+1],
'pvi': row[next_index-2] + row[next_index-1],
}
# print(out)
output.append(out)
output = sorted(output, key=lambda x: (-x['year'], x['state']))
with open('pres_results.csv', 'w') as f:
writer = csv.DictWriter(f, fieldnames=output[0].keys())
writer.writeheader()
writer.writerows(output)
year state dem rep pvi
2016 AK 41.6 58.4 R+9
2016 AL 35.6 64.4 R+15
2016 AR 35.7 64.3 R+15
2016 AZ 48.1 51.9 R+3
2016 CA 66.1 33.9 D+15
2016 CO 52.7 47.3 D+2
2016 CT 57.1 42.9 D+6
2016 DC 95.7 4.3 D+45
2016 DE 56.0 44.0 D+5
2016 FL 49.4 50.6 R+2
2016 GA 47.3 52.7 R+4
2016 HI 67.4 32.6 D+16
2016 IA 44.9 55.1 R+6
2016 ID 31.7 68.3 R+19
2016 IL 59.0 41.0 D+8
2016 IN 39.9 60.1 R+11
2016 KS 38.9 61.1 R+12
2016 KY 34.3 65.7 R+17
2016 LA 39.8 60.2 R+11
2016 MA 64.7 35.3 D+14
2016 MD 64.0 36.0 D+13
2016 ME 51.6 48.4 D+0
2016 MI 49.9 50.1 R+1
2016 MN 50.8 49.2 R+0
2016 MO 40.2 59.8 R+11
2016 MS 40.9 59.1 R+10
2016 MT 38.9 61.1 R+12
2016 NC 48.1 51.9 R+3
2016 ND 30.2 69.8 R+21
2016 NE 36.5 63.5 R+15
2016 NH 50.2 49.8 R+1
2016 NJ 57.3 42.7 D+6
2016 NM 54.7 45.3 D+4
2016 NV 51.3 48.7 D+0
2016 NY 61.8 38.2 D+11
2016 OH 45.7 54.3 R+5
2016 OK 30.7 69.3 R+20
2016 OR 56.2 43.8 D+5
2016 PA 49.6 50.4 R+1
2016 RI 58.3 41.7 D+7
2016 SC 42.5 57.5 R+9
2016 SD 34.0 66.0 R+17
2016 TN 36.4 63.6 R+15
2016 TX 45.3 54.7 R+6
2016 US 51.1 48.9 Even
2016 UT 37.6 62.4 R+13
2016 VA 52.8 47.2 D+2
2016 VT 65.2 34.8 D+14
2016 WA 58.8 41.2 D+8
2016 WI 49.6 50.4 R+2
2016 WV 27.8 72.2 R+23
2016 WY 24.3 75.7 R+27
2012 AK 42.7 57.3 R+9
2012 AL 38.8 61.2 R+13
2012 AR 37.8 62.2 R+14
2012 AZ 45.4 54.6 R+7
2012 CA 61.9 38.1 D+10
2012 CO 52.7 47.3 D+1
2012 CT 58.8 41.2 D+7
2012 DC 92.6 7.4 D+41
2012 DE 59.4 40.6 D+7
2012 FL 50.4 49.6 R+2
2012 GA 46.0 54.0 R+6
2012 HI 71.7 28.3 D+20
2012 IA 53.0 47.0 D+1
2012 ID 33.6 66.4 R+18
2012 IL 58.6 41.4 D+7
2012 IN 44.8 55.2 R+7
2012 KS 38.9 61.1 R+13
2012 KY 38.5 61.5 R+14
2012 LA 41.3 58.7 R+11
2012 MA 61.8 38.2 D+10
2012 MD 63.3 36.7 D+11
2012 ME 57.9 42.1 D+6
2012 MI 54.8 45.2 D+3
2012 MN 53.9 46.1 D+2
2012 MO 45.2 54.8 R+7
2012 MS 44.2 55.8 R+8
2012 MT 43.0 57.0 R+9
2012 NC 49.0 51.0 R+3
2012 ND 39.9 60.1 R+12
2012 NE 38.9 61.1 R+13
2012 NH 52.8 47.2 D+1
2012 NJ 59.0 41.0 D+7
2012 NM 55.3 44.7 D+3
2012 NV 53.4 46.6 D+1
2012 NY 64.3 35.7 D+12
2012 OH 51.5 48.5 R+0
2012 OK 33.2 66.8 R+19
2012 OR 56.3 43.7 D+4
2012 PA 52.7 47.3 D+1
2012 RI 64.0 36.0 D+12
2012 SC 44.7 55.3 R+7
2012 SD 40.8 59.2 R+11
2012 TN 39.6 60.4 R+12
2012 TX 42.0 58.0 R+10
2012 US 52.0 48.0 Even
2012 UT 25.4 74.6 R+27
2012 VA 52.0 48.0 D+0
2012 VT 68.2 31.8 D+16
2012 WA 57.6 42.4 D+6
2012 WI 53.5 46.5 D+2
2012 WV 36.3 63.7 R+16
2012 WY 28.8 71.2 R+23
2008 AK 38.9 61.1 R+15
2008 AL 39.1 60.9 R+15
2008 AR 39.8 60.2 R+14
2008 AZ 45.7 54.3 R+8
2008 CA 62.3 37.7 D+9
2008 CO 54.6 45.4 D+1
2008 CT 61.3 38.7 D+8
2008 DC 93.4 6.6 D+40
2008 DE 62.6 37.4 D+9
2008 FL 51.4 48.6 R+2
2008 GA 47.4 52.6 R+6
2008 HI 73.0 27.0 D+19
2008 IA 54.8 45.2 D+1
2008 ID 37.0 63.0 R+17
2008 IL 62.7 37.3 D+9
2008 IN 50.5 49.5 R+3
2008 KS 42.4 57.6 R+11
2008 KY 41.8 58.2 R+12
2008 LA 40.5 59.5 R+13
2008 MA 63.2 36.8 D+10
2008 MD 62.9 37.1 D+9
2008 ME 58.8 41.2 D+5
2008 MI 58.4 41.6 D+5
2008 MN 55.2 44.8 D+2
2008 MO 49.9 50.1 R+4
2008 MS 43.4 56.6 R+10
2008 MT 48.8 51.2 R+5
2008 NC 50.2 49.8 R+4
2008 ND 45.6 54.4 R+8
2008 NE 42.4 57.6 R+11
2008 NH 54.9 45.1 D+1
2008 NJ 57.9 42.1 D+4
2008 NM 57.7 42.3 D+4
2008 NV 56.4 43.6 D+3
2008 NY 63.6 36.4 D+10
2008 OH 52.3 47.7 R+1
2008 OK 34.4 65.6 R+19
2008 OR 58.4 41.6 D+5
2008 PA 55.2 44.8 D+2
2008 RI 64.2 35.8 D+11
2008 SC 45.5 54.5 R+8
2008 SD 45.7 54.3 R+8
2008 TN 42.4 57.6 R+11
2008 TX 44.1 55.9 R+10
2008 US 53.7 46.3 Even
2008 UT 35.5 64.5 R+18
2008 VA 53.2 46.8 R+1
2008 VT 68.9 31.1 D+15
2008 WA 58.8 41.2 D+5
2008 WI 57.1 42.9 D+3
2008 WV 43.3 56.7 R+10
2008 WY 33.4 66.6 R+20
2004 AK 36.8 63.2 R+12
2004 AL 37.1 62.9 R+12
2004 AR 45.1 54.9 R+4
2004 AZ 44.7 55.3 R+4
2004 CA 55.0 45.0 D+6
2004 CO 47.6 52.4 R+1
2004 CT 55.3 44.7 D+7
2004 DC 90.5 9.5 D+42
2004 DE 53.8 46.2 D+5
2004 FL 47.5 52.5 R+1
2004 GA 41.6 58.4 R+7
2004 HI 54.4 45.6 D+6
2004 IA 49.7 50.3 D+1
2004 ID 30.7 69.3 R+18
2004 IL 55.2 44.8 D+6
2004 IN 39.6 60.4 R+9
2004 KS 37.1 62.9 R+12
2004 KY 40.0 60.0 R+9
2004 LA 42.7 57.3 R+6
2004 MA 62.7 37.3 D+14
2004 MD 56.6 43.4 D+8
2004 ME 54.6 45.4 D+6
2004 MI 51.7 48.3 D+3
2004 MN 51.8 48.2 D+3
2004 MO 46.4 53.6 R+2
2004 MS 40.1 59.9 R+9
2004 MT 39.5 60.5 R+9
2004 NC 43.8 56.2 R+5
2004 ND 36.1 63.9 R+13
2004 NE 33.2 66.8 R+16
2004 NH 50.7 49.3 D+2
2004 NJ 53.4 46.6 D+5
2004 NM 49.6 50.4 D+1
2004 NV 48.7 51.3 R+0
2004 NY 59.3 40.7 D+11
2004 OH 48.9 51.1 D+0
2004 OK 34.4 65.6 R+14
2004 OR 52.1 47.9 D+3
2004 PA 51.3 48.7 D+3
2004 RI 60.6 39.4 D+12
2004 SC 41.4 58.6 R+7
2004 SD 39.1 60.9 R+10
2004 TN 42.8 57.2 R+6
2004 TX 38.5 61.5 R+10
2004 US 48.8 51.2 Even
2004 UT 26.7 73.3 R+22
2004 VA 45.9 54.1 R+3
2004 VT 60.3 39.7 D+12
2004 WA 53.6 46.4 D+5
2004 WI 50.2 49.8 D+1
2004 WV 43.5 56.5 R+5
2004 WY 29.7 70.3 R+19
2000 AK 32.1 67.9 R+18
2000 AL 42.4 57.6 R+8
2000 AR 47.2 52.8 R+3
2000 AZ 46.7 53.3 R+4
2000 CA 56.2 43.8 D+6
2000 CO 45.5 54.5 R+5
2000 CT 59.3 40.7 D+9
2000 DC 90.5 9.5 D+40
2000 DE 56.7 43.3 D+6
2000 FL 50.0 50.0 R+0
2000 GA 44.0 56.0 R+6
2000 HI 59.8 40.2 D+10
2000 IA 50.2 49.8 R+0
2000 ID 29.2 70.8 R+21
2000 IL 56.2 43.8 D+6
2000 IN 42.0 58.0 R+8
2000 KS 39.1 60.9 R+11
2000 KY 42.3 57.7 R+8
2000 LA 46.1 53.9 R+4
2000 MA 64.8 35.2 D+15
2000 MD 58.5 41.5 D+8
2000 ME 52.7 47.3 D+2
2000 MI 52.6 47.4 D+2
2000 MN 51.3 48.7 D+1
2000 MO 48.3 51.7 R+2
2000 MS 41.4 58.6 R+9
2000 MT 36.3 63.7 R+14
2000 NC 43.5 56.5 R+7
2000 ND 35.3 64.7 R+15
2000 NE 34.8 65.2 R+15
2000 NH 49.3 50.7 R+1
2000 NJ 58.2 41.8 D+8
2000 NM 50.0 50.0 R+0
2000 NV 48.1 51.9 R+2
2000 NY 63.1 36.9 D+13
2000 OH 48.2 51.8 R+2
2000 OK 38.9 61.1 R+11
2000 OR 50.2 49.8 R+0
2000 PA 52.1 47.9 D+2
2000 RI 65.6 34.4 D+15
2000 SC 41.9 58.1 R+8
2000 SD 38.4 61.6 R+12
2000 TN 48.0 52.0 R+2
2000 TX 39.0 61.0 R+11
2000 US 50.3 49.7 Even
2000 UT 28.3 71.7 R+22
2000 VA 45.9 54.1 R+4
2000 VT 55.4 44.6 D+5
2000 WA 52.9 47.1 D+3
2000 WI 50.1 49.9 R+0
2000 WV 46.8 53.2 R+4
2000 WY 29.0 71.0 R+21
1996 AK 39.6 60.4 R+15
1996 AL 46.3 53.7 R+8
1996 AR 59.4 40.6 D+5
1996 AZ 51.2 48.8 R+4
1996 CA 57.2 42.8 D+2
1996 CO 49.2 50.8 R+5
1996 CT 60.4 39.6 D+6
1996 DC 90.1 9.9 D+35
1996 DE 58.6 41.4 D+4
1996 FL 53.2 46.8 R+2
1996 GA 49.4 50.6 R+5
1996 HI 64.3 35.7 D+10
1996 IA 55.7 44.3 D+1
1996 ID 39.2 60.8 R+16
1996 IL 59.6 40.4 D+5
1996 IN 46.9 53.1 R+8
1996 KS 39.9 60.1 R+15
1996 KY 50.5 49.5 R+4
1996 LA 56.6 43.4 D+2
1996 MA 68.6 31.4 D+14
1996 MD 58.6 41.4 D+4
1996 ME 62.7 37.3 D+8
1996 MI 57.3 42.7 D+3
1996 MN 59.4 40.6 D+5
1996 MO 53.5 46.5 R+1
1996 MS 47.3 52.7 R+7
1996 MT 48.3 51.7 R+6
1996 NC 47.5 52.5 R+7
1996 ND 46.1 53.9 R+9
1996 NE 39.4 60.6 R+15
1996 NH 55.6 44.4 D+1
1996 NJ 60.0 40.0 D+5
1996 NM 54.0 46.0 R+1
1996 NV 50.6 49.4 R+4
1996 NY 66.0 34.0 D+11
1996 OH 53.6 46.4 R+1
1996 OK 45.6 54.4 R+9
1996 OR 54.7 45.3 R+0
1996 PA 55.2 44.8 D+0
1996 RI 69.0 31.0 D+14
1996 SC 46.8 53.2 R+8
1996 SD 48.1 51.9 R+7
1996 TN 51.3 48.7 R+3
1996 TX 47.3 52.7 R+7
1996 US 54.7 45.3 Even
1996 UT 38.0 62.0 R+17
1996 VA 48.9 51.1 R+6
1996 VT 63.2 36.8 D+8
1996 WA 57.2 42.8 D+2
1996 WI 55.9 44.1 D+1
1996 WV 58.4 41.6 D+4
1996 WY 42.5 57.5 R+12
1992 AK 43.4 56.6 R+10
1992 AL 46.2 53.8 R+7
1992 AR 60.0 40.0 D+7
1992 AZ 48.7 51.3 R+5
1992 CA 58.5 41.5 D+5
1992 CO 52.8 47.2 R+1
1992 CT 54.1 45.9 D+1
1992 DC 90.3 9.7 D+37
1992 DE 55.2 44.8 D+2
1992 FL 48.8 51.2 R+5
1992 GA 50.3 49.7 R+3
1992 HI 56.7 43.3 D+3
1992 IA 53.7 46.3 D+0
1992 ID 40.3 59.7 R+13
1992 IL 58.6 41.4 D+5
1992 IN 46.2 53.8 R+7
1992 KS 46.5 53.5 R+7
1992 KY 51.9 48.1 R+2
1992 LA 52.7 47.3 R+1
1992 MA 62.1 37.9 D+9
1992 MD 58.3 41.7 D+5
1992 ME 56.1 43.9 D+3
1992 MI 54.6 45.4 D+1
1992 MN 57.7 42.3 D+4
1992 MO 56.5 43.5 D+3
1992 MS 45.1 54.9 R+8
1992 MT 51.7 48.3 R+2
1992 NC 49.5 50.5 R+4
1992 ND 42.1 57.9 R+11
1992 NE 38.7 61.3 R+15
1992 NH 50.8 49.2 R+3
1992 NJ 51.4 48.6 R+2
1992 NM 55.1 44.9 D+2
1992 NV 51.8 48.2 R+2
1992 NY 59.5 40.5 D+6
1992 OH 51.2 48.8 R+2
1992 OK 44.4 55.6 R+9
1992 OR 56.6 43.4 D+3
1992 PA 55.5 44.5 D+2
1992 RI 61.8 38.2 D+8
1992 SC 45.4 54.6 R+8
1992 SD 47.7 52.3 R+6
1992 TN 52.6 47.4 R+1
1992 TX 47.8 52.2 R+6
1992 US 53.5 46.5 Even
1992 UT 36.2 63.8 R+17
1992 VA 47.4 52.6 R+6
1992 VT 60.3 39.7 D+7
1992 WA 57.6 42.4 D+4
1992 WI 52.8 47.2 R+1
1992 WV 57.8 42.2 D+4
1992 WY 46.2 53.8 R+7
1988 AK 37.8 62.2 R+8
1988 AL 40.3 59.7 R+6
1988 AR 42.8 57.2 R+3
1988 AZ 39.3 60.7 R+7
1988 CA 48.2 51.8 D+2
1988 CO 46.0 54.0 R+0
1988 CT 47.4 52.6 D+1
1988 DC 85.2 14.8 D+39
1988 DE 43.8 56.2 R+2
1988 FL 38.7 61.3 R+7
1988 GA 39.8 60.2 R+6
1988 HI 54.8 45.2 D+9
1988 IA 55.1 44.9 D+9
1988 ID 36.7 63.3 R+9
1988 IL 49.0 51.0 D+3
1988 IN 39.9 60.1 R+6
1988 KS 43.3 56.7 R+3
1988 KY 44.1 55.9 R+2
1988 LA 44.8 55.2 R+1
1988 MA 54.0 46.0 D+8
1988 MD 48.5 51.5 D+2
1988 ME 44.2 55.8 R+2
1988 MI 46.0 54.0 R+0
1988 MN 53.6 46.4 D+7
1988 MO 48.0 52.0 D+2
1988 MS 39.5 60.5 R+7
1988 MT 47.0 53.0 D+1
1988 NC 41.8 58.2 R+4
1988 ND 43.4 56.6 R+3
1988 NE 39.5 60.5 R+7
1988 NH 36.8 63.2 R+9
1988 NJ 43.1 56.9 R+3
1988 NM 47.5 52.5 D+1
1988 NV 39.2 60.8 R+7
1988 NY 52.1 47.9 D+6
1988 OH 44.5 55.5 R+2
1988 OK 41.6 58.4 R+4
1988 OR 52.4 47.6 D+6
1988 PA 48.8 51.2 D+3
1988 RI 55.9 44.1 D+10
1988 SC 37.9 62.1 R+8
1988 SD 46.8 53.2 D+1
1988 TN 41.8 58.2 R+4
1988 TX 43.7 56.3 R+2
1988 US 46.1 53.9 Even
1988 UT 32.6 67.4 R+13
1988 VA 39.6 60.4 R+6
1988 VT 48.2 51.8 D+2
1988 WA 50.8 49.2 D+5
1988 WI 51.8 48.2 D+6
1988 WV 52.4 47.6 D+6
1988 WY 38.6 61.4 R+8
1984 AK 30.9 69.1 R+10
1984 AL 38.7 61.3 R+2
1984 AR 38.8 61.2 R+2
1984 AZ 32.9 67.1 R+8
1984 CA 41.8 58.2 D+1
1984 CO 35.6 64.4 R+5
1984 CT 39.0 61.0 R+2
1984 DC 86.1 13.9 D+45
1984 DE 40.0 60.0 R+1
1984 FL 34.7 65.3 R+6
1984 GA 39.8 60.2 R+1
1984 HI 44.3 55.7 D+3
1984 IA 46.3 53.7 D+5
1984 ID 26.7 73.3 R+14
1984 IL 43.5 56.5 D+3
1984 IN 37.9 62.1 R+3
1984 KS 33.0 67.0 R+8
1984 KY 39.6 60.4 R+1
1984 LA 38.6 61.4 R+2
1984 MA 48.6 51.4 D+8
1984 MD 47.2 52.8 D+6
1984 ME 38.9 61.1 R+2
1984 MI 40.5 59.5 R+0
1984 MN 50.1 49.9 D+9
1984 MO 40.0 60.0 R+1
1984 MS 37.7 62.3 R+3
1984 MT 38.7 61.3 R+2
1984 NC 38.0 62.0 R+3
1984 ND 34.3 65.7 R+7
1984 NE 29.0 71.0 R+12
1984 NH 31.1 68.9 R+10
1984 NJ 39.5 60.5 R+1
1984 NM 39.7 60.3 R+1
1984 NV 32.7 67.3 R+8
1984 NY 46.0 54.0 D+5
1984 OH 40.5 59.5 R+0
1984 OK 30.9 69.1 R+10
1984 OR 43.9 56.1 D+3
1984 PA 46.3 53.7 D+5
1984 RI 48.2 51.8 D+7
1984 SC 35.9 64.1 R+5
1984 SD 36.7 63.3 R+4
1984 TN 41.8 58.2 D+1
1984 TX 36.2 63.8 R+5
1984 US 40.8 59.2 Even
1984 UT 24.9 75.1 R+16
1984 VA 37.3 62.7 R+4
1984 VT 41.3 58.7 D+1
1984 WA 43.4 56.6 D+3
1984 WI 45.4 54.6 D+5
1984 WV 44.7 55.3 D+4
1984 WY 28.6 71.4 R+12
1980 AK 32.7 67.3 R+12
1980 AL 49.3 50.7 D+5
1980 AR 49.7 50.3 D+5
1980 AZ 31.8 68.2 R+13
1980 CA 40.5 59.5 R+4
1980 CO 36.1 63.9 R+9
1980 CT 44.4 55.6 R+0
1980 DC 84.8 15.2 D+40
1980 DE 48.7 51.3 D+4
1980 FL 40.9 59.1 R+4
1980 GA 57.7 42.3 D+13
1980 HI 51.1 48.9 D+6
1980 IA 42.9 57.1 R+2
1980 ID 27.5 72.5 R+17
1980 IL 45.7 54.3 D+1
1980 IN 40.2 59.8 R+4
1980 KS 36.5 63.5 R+8
1980 KY 49.2 50.8 D+5
1980 LA 47.2 52.8 D+2
1980 MA 49.9 50.1 D+5
1980 MD 51.6 48.4 D+7
1980 ME 48.1 51.9 D+3
1980 MI 46.5 53.5 D+2
1980 MN 52.2 47.8 D+8
1980 MO 46.4 53.6 D+2
1980 MS 49.3 50.7 D+5
1980 MT 36.3 63.7 R+8
1980 NC 48.9 51.1 D+4
1980 ND 29.0 71.0 R+16
1980 NE 28.4 71.6 R+16
1980 NH 32.9 67.1 R+12
1980 NJ 42.6 57.4 R+2
1980 NM 40.1 59.9 R+5
1980 NV 30.1 69.9 R+15
1980 NY 48.5 51.5 D+4
1980 OH 44.3 55.7 R+0
1980 OK 36.6 63.4 R+8
1980 OR 44.4 55.6 R+0
1980 PA 46.1 53.9 D+1
1980 RI 56.2 43.8 D+11
1980 SC 49.2 50.8 D+5
1980 SD 34.4 65.6 R+10
1980 TN 49.9 50.1 D+5
1980 TX 42.8 57.2 R+2
1980 US 44.7 55.3 Even
1980 UT 22.0 78.0 R+23
1980 VA 43.2 56.8 R+2
1980 VT 46.4 53.6 D+2
1980 WA 42.9 57.1 R+2
1980 WI 47.4 52.6 D+3
1980 WV 52.4 47.6 D+8
1980 WY 30.9 69.1 R+14
1976 AK 38.1 61.9 R+13
1976 AL 56.7 43.3 D+6
1976 AR 65.0 35.0 D+14
1976 AZ 41.4 58.6 R+10
1976 CA 49.1 50.9 R+2
1976 CO 44.1 55.9 R+7
1976 CT 47.4 52.6 R+4
1976 DC 83.2 16.8 D+32
1976 DE 52.7 47.3 D+2
1976 FL 52.7 47.3 D+2
1976 GA 66.9 33.1 D+16
1976 HI 51.3 48.7 D+0
1976 IA 49.5 50.5 R+2
1976 ID 38.3 61.7 R+13
1976 IL 49.0 51.0 R+2
1976 IN 46.2 53.8 R+5
1976 KS 46.1 53.9 R+5
1976 KY 53.7 46.3 D+3
1976 LA 53.0 47.0 D+2
1976 MA 58.1 41.9 D+7
1976 MD 53.0 47.0 D+2
1976 ME 49.6 50.4 R+1
1976 MI 47.3 52.7 R+4
1976 MN 56.6 43.4 D+6
1976 MO 51.8 48.2 D+1
1976 MS 51.0 49.0 R+0
1976 MT 46.2 53.8 R+5
1976 NC 55.6 44.4 D+5
1976 ND 47.0 53.0 R+4
1976 NE 39.4 60.6 R+12
1976 NH 44.3 55.7 R+7
1976 NJ 48.9 51.1 R+2
1976 NM 48.8 51.2 R+2
1976 NV 47.7 52.3 R+3
1976 NY 52.2 47.8 D+1
1976 OH 50.1 49.9 R+1
1976 OK 49.4 50.6 R+2
1976 OR 49.9 50.1 R+1
1976 PA 51.4 48.6 D+0
1976 RI 55.7 44.3 D+5
1976 SC 56.6 43.4 D+6
1976 SD 49.3 50.7 R+2
1976 TN 56.6 43.4 D+6
1976 TX 51.6 48.4 D+1
1976 US 51.1 48.9 Even
1976 UT 35.0 65.0 R+16
1976 VA 49.3 50.7 R+2
1976 VT 44.3 55.7 R+7
1976 WA 48.0 52.0 R+3
1976 WI 50.9 49.1 R+0
1976 WV 58.1 41.9 D+7
1976 WY 40.2 59.8 R+11
1972 AK 37.3 62.7 R+1
1972 AL 26.1 73.9 R+12
1972 AR 30.9 69.1 R+7
1972 AZ 33.0 67.0 R+5
1972 CA 43.0 57.0 D+5
1972 CO 35.6 64.4 R+3
1972 CT 40.7 59.3 D+2
1972 DC 78.4 21.6 D+40
1972 DE 39.7 60.3 D+1
1972 FL 27.9 72.1 R+10
1972 GA 24.7 75.3 R+13
1972 HI 37.5 62.5 R+1
1972 IA 41.3 58.7 D+3
1972 ID 28.8 71.2 R+9
1972 IL 40.7 59.3 D+2
1972 IN 33.5 66.5 R+5
1972 KS 30.4 69.6 R+8
1972 KY 35.4 64.6 R+3
1972 LA 30.3 69.7 R+8
1972 MA 54.5 45.5 D+16
1972 MD 37.9 62.1 R+0
1972 ME 38.5 61.5 D+0
1972 MI 42.7 57.3 D+4
1972 MN 47.2 52.8 D+9
1972 MO 37.7 62.3 R+1
1972 MS 20.1 79.9 R+18
1972 MT 39.5 60.5 D+1
1972 NC 29.4 70.6 R+9
1972 ND 36.6 63.4 R+2
1972 NE 29.5 70.5 R+9
1972 NH 35.3 64.7 R+3
1972 NJ 37.4 62.6 R+1
1972 NM 37.5 62.5 R+1
1972 NV 36.3 63.7 R+2
1972 NY 41.3 58.7 D+3
1972 OH 39.0 61.0 D+1
1972 OK 24.6 75.4 R+14
1972 OR 44.7 55.3 D+6
1972 PA 39.8 60.2 D+2
1972 RI 46.9 53.1 D+9
1972 SC 28.3 71.7 R+10
1972 SD 45.7 54.3 D+7
1972 TN 30.5 69.5 R+8
1972 TX 33.4 66.6 R+5
1972 US 38.2 61.8 Even
1972 UT 28.1 71.9 R+10
1972 VA 30.7 69.3 R+7
1972 VT 36.8 63.2 R+1
1972 WA 40.4 59.6 D+2
1972 WI 45.0 55.0 D+7
1972 WV 36.4 63.6 R+2
1972 WY 30.6 69.4 R+8
1964 AK 65.9 34.1 D+4
1964 AL 30.5 69.5 R+31
1964 AR 56.4 43.6 R+5
1964 AZ 49.5 50.5 R+12
1964 CA 59.2 40.8 R+2
1964 CO 61.6 38.4 D+0
1964 CT 67.9 32.1 D+6
1964 DC 85.5 14.5 D+24
1964 DE 61.1 38.9 R+0
1964 FL 51.1 48.9 R+10
1964 GA 45.9 54.1 R+16
1964 HI 78.8 21.2 D+17
1964 IA 62.0 38.0 D+1
1964 ID 50.9 49.1 R+11
1964 IL 59.5 40.5 R+2
1964 IN 56.2 43.8 R+5
1964 KS 54.6 45.4 R+7
1964 KY 64.2 35.8 D+3
1964 LA 43.2 56.8 R+18
1964 MA 76.5 23.5 D+15
1964 MD 65.5 34.5 D+4
1964 ME 68.8 31.2 D+7
1964 MI 66.8 33.2 D+5
1964 MN 63.9 36.1 D+2
1964 MO 64.0 36.0 D+3
1964 MS 12.9 87.1 R+49
1964 MT 59.2 40.8 R+2
1964 NC 56.2 43.8 R+5
1964 ND 58.1 41.9 R+3
1964 NE 52.6 47.4 R+9
1964 NH 63.9 36.1 D+2
1964 NJ 66.0 34.0 D+4
1964 NM 59.5 40.5 R+2
1964 NV 58.6 41.4 R+3
1964 NY 68.7 31.3 D+7
1964 OH 62.9 37.1 D+1
1964 OK 55.7 44.3 R+6
1964 OR 63.9 36.1 D+2
1964 PA 65.2 34.8 D+4
1964 RI 80.9 19.1 D+19
1964 SC 41.1 58.9 R+20
1964 SD 55.6 44.4 R+6
1964 TN 55.5 44.5 R+6
1964 TX 63.4 36.6 D+2
1964 US 61.5 38.5 Even
1964 UT 54.9 45.1 R+7
1964 VA 53.7 46.3 R+8
1964 VT 66.3 33.7 D+5
1964 WA 62.4 37.6 D+1
1964 WI 62.2 37.8 D+1
1964 WV 67.9 32.1 D+6
1964 WY 56.6 43.4 R+5
1960 AK 49.1 50.9 R+1
1960 AL 57.2 42.8 D+7
1960 AR 53.8 46.2 D+4
1960 AZ 44.4 55.6 R+6
1960 CA 49.7 50.3 R+0
1960 CO 45.1 54.9 R+5
1960 CT 53.7 46.3 D+4
1960 DC
1960 DE 50.8 49.2 D+1
1960 FL 48.5 51.5 R+2
1960 GA 62.6 37.4 D+12
1960 HI 50.0 50.0 R+0
1960 IA 43.3 56.7 R+7
1960 ID 46.2 53.8 R+4
1960 IL 50.1 49.9 R+0
1960 IN 44.8 55.2 R+5
1960 KS 39.3 60.7 R+11
1960 KY 46.4 53.6 R+4
1960 LA 63.8 36.2 D+14
1960 MA 60.4 39.6 D+10
1960 MD 53.6 46.4 D+3
1960 ME 43.0 57.0 R+7
1960 MI 51.0 49.0 D+1
1960 MN 50.7 49.3 D+1
1960 MO 50.3 49.7 D+0
1960 MS 75.3 24.7 D+25
1960 MT 48.7 51.3 R+1
1960 NC 52.1 47.9 D+2
1960 ND 44.5 55.5 R+6
1960 NE 37.9 62.1 R+12
1960 NH 46.6 53.4 R+4
1960 NJ 50.4 49.6 D+0
1960 NM 50.4 49.6 D+0
1960 NV 51.2 48.8 D+1
1960 NY 52.6 47.4 D+2
1960 OH 46.7 53.3 R+3
1960 OK 41.0 59.0 R+9
1960 OR 47.4 52.6 R+3
1960 PA 51.2 48.8 D+1
1960 RI 63.6 36.4 D+13
1960 SC 51.2 48.8 D+1
1960 SD 41.8 58.2 R+8
1960 TN 46.4 53.6 R+4
1960 TX 51.0 49.0 D+1
1960 US 50.2 49.8 Even
1960 UT 45.2 54.8 R+5
1960 VA 47.2 52.8 R+3
1960 VT 41.4 58.6 R+9
1960 WA 48.8 51.2 R+1
1960 WI 48.1 51.9 R+2
1960 WV 52.7 47.3 D+3
1960 WY 45.0 55.0 R+5
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