Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

update the city name from peer review feedback #67

Merged
merged 1 commit into from
Mar 14, 2023
Merged
Changes from all commits
Commits
File filter

Filter by extension

Filter by extension

Conversations
Failed to load comments.
Loading
Jump to
Jump to file
Failed to load files.
Loading
Diff view
Diff view
1 change: 1 addition & 0 deletions .gitignore
Original file line number Diff line number Diff line change
@@ -2,3 +2,4 @@ processed.R
rsconnect/

.Rhistory
processed_city.ipynb
472 changes: 236 additions & 236 deletions data/processed/cities.csv
Original file line number Diff line number Diff line change
@@ -1,237 +1,237 @@
city,state,lon,lat,koppen,elevation,distance_to_coast,wind,elevation_change_four,elevation_change_eight,avg_annual_precip
ABILENE,TX,-99.68,32.41,Cfa,545.46,328.89,4.43,66.72,66.72,26.76
AKRON_CANTON,OH,-81.44,40.92,Dfa,370.43,329.7,4.28,64.66,64.66,44.686
ALBANY,NY,-73.8,42.75,Dfb,84.99,99.8,3.28,79.31,97.42,44.66
ALBUQUERQUE,NM,-106.61,35.04,BSk,1619.93,518.82,3.04,112.19,146.77,10.143
ALLENTOWN,PA,-75.49,40.57,Dfa,117.73,48.4,3.34,44.82,143.5,52.318
AMARILLO,TX,-101.72,35.22,BSk,1098.16,568.23,5.14,31.5,72.41,20.165
ANCHORAGE,AK,-150,61.17,Dfc,35.47,2.15,4.41,188.4,188.4,19.19
ASHEVILLE,NC,-82.54,35.43,Cfb,647.22,230.86,3.79,160.41,320.39,47.11
ATLANTA,GA,-84.43,33.64,Cfa,305.73,242.19,3.51,43.96,70.17,51.665
ATLANTIC_CITY,NJ,-74.57,39.45,Cfa,18.07,6.44,2.75,18.06,18.06,50.822
AUGUSTA,GA,-82.04,33.47,Cfa,129.48,103.96,2.53,65.61,97.28,47.421
AUGUSTA,ME,-69.8,44.32,Dfb,93.78,18.03,4.03,48.56,48.56,51.792
AUSTIN,TX,-97.77,30.32,Cfa,197.53,134.18,2.3,95.64,104.38,35.892
BALTIMORE,MD,-76.68,39.17,Cfa,46.05,7.33,3.65,21.8,65.78,49.42
BANGOR,ME,-68.82,44.8,Dfb,45.42,16.51,3.71,45.42,45.42,50.634
BATON_ROUGE,LA,-91.15,30.54,Cfa,20.2,55.37,3.53,7.76,25.52,67.17
BECKLEY,WV,-81.12,37.8,Cfb,741.83,263.14,4.84,271.14,271.14,46.867
BEMIDJI,MN,-94.93,47.51,Dfb,422.09,663.98,4.33,12.58,16.78,26.4
BETHEL,AK,-161.84,60.78,Dfc,36.94,5.98,4.32,186.93,186.93,NA
BILLINGS,MT,-108.54222,45.80694,BSk,1091.85,954.18,4.22,93.2,121.74,15.783
BIRMINGHAM,AL,-86.75,33.57,Cfa,190.93,205.33,2.25,59.17,59.17,58.435
BISMARCK,ND,-100.76,46.78,Dfb,502.53,885.71,3.63,42.55,100.96,20.4
BOISE,ID,-116.24053,43.56704,Csb,860.46,494.82,3.22,66.83,554.24,14.852
BOSTON,MA,-71.01,42.36,Dfa,3.17,0.34,3.64,57.33,57.33,50.133
BRIDGEPORT,CT,-73.13,41.16,Cfa,1.32,0.93,3.92,144.39,161.08,50.552
BROWNSVILLE,TX,-97.42,25.91,Cfa,5.87,12.9,4.02,5.4,8.96,28.653
BUFFALO,NY,-78.74,42.94,Dfb,216.13,292.95,2.78,40.98,82.13,44.556
BUFFALO,WY,-106.71947,44.38122,BSk,1503.84,1009.04,4,283.98,294.07,17.19
BURLINGTON,VT,-73.15,44.47,Dfb,100.61,70.64,3.86,300.91,300.91,46.944
CAGUAS,PR,-66.0352,18.2388,Am,60.79,13.12,NA,60.79,60.79,NA
CARIBOU,ME,-68.01,46.87,Dfb,177.93,111.79,3.28,26.1,34.77,51.407
CASPER,WY,-106.47306,42.8975,BSk,1620.77,926.95,4.6,33.6,643.89,15.557
CEDAR_RAPIDS,IA,-91.72,41.88,Dfa,253.57,799.68,4.54,31.5,31.5,41.217
CHARLESTON,WV,-81.59,38.38,Cfa,276.97,291.98,3.85,37.03,84.34,48.883
CHARLESTON,SC,-80.04,32.9,Cfa,12.32,7.44,2.99,10.57,11.13,52.653
CHARLOTTE,NC,-80.95,35.21,Cfa,212.82,171.57,3.28,48.58,48.58,43.76
CHARLOTTESVILLE,VA,-78.46,38.14,Cfa,187.9,78.4,3.15,86.08,86.08,44.608
CHATTANOOGA,TN,-85.2,35.03,Cfa,206.77,319.87,2.27,37.8,227.01,60.93
CHEYENNE,WY,-104.81,41.16,BSk,1856.13,893.67,4.94,88.37,108.11,16.159
CHICAGO,IL,-87.76,41.78,Dfa,188.14,754.01,2.62,6.53,29.4,47.72
CINCINNATI,OH,-84.42,39.11,Cfa,145.68,489.49,2.84,94.51,115.39,46.983
CLEVELAND,OH,-81.67,41.53,Dfa,173.26,364.92,5.64,101.78,152.62,44.887
CLOVIS,NM,-103.32,34.38,BSk,1303.25,601.39,4.76,62.68,76.9,18.85
COLORADO_SPGS,CO,-104.69,38.81,BSk,1880.21,781.99,3.34,142.48,341.44,17.575
COLUMBIA,SC,-80.99,33.97,Cfa,55.18,99.14,2.17,44.77,95,48.94
COLUMBUS,GA,-84.94,32.52,Cfa,120.54,157.82,2.17,36.67,108.69,54.433
COLUMBUS,OH,-82.88,39.99,Cfa,245.88,395.9,2.96,84.11,94.07,44.104
CONCORD,NH,-71.5,43.2,Dfb,80.33,50.92,2.9,135.88,225.64,48.946
CORAL_BAY,VI,-64.7132,18.348,Am,7.96,0.64,NA,7.96,7.96,NA
CORPUS_CHRISTI,TX,-97.51,27.77,Cfa,12.03,4.77,3.9,13.36,13.36,30.247
CRUZ_BAY,VI,-64.7937,18.3313,Am,5.79,0.56,NA,5.79,5.79,NA
CUMBERLAND,MD,-78.76,39.62,Cfa,228.11,124.76,2.88,98.03,98.03,42.399
DALLAS_FT_WORTH,TX,-96.86,32.85,Cfa,143.89,247.63,2.61,39.55,54.95,41.128
DAYTON,OH,-84.05,39.83,Cfa,246.3,471.71,4.15,48.25,96.25,43.89
DAYTONA_BEACH,FL,-81.07,29.17,Cfa,8.24,6.29,3.2,2.63,9.68,51.145
DENVER,CO,-104.76,39.71,BSk,1702.26,821.65,3.24,121.03,131.04,17.453
DES_MOINES,IA,-93.65,41.53,Dfa,290.3,796.57,4.35,36.53,36.53,41.11
DETROIT,MI,-83.01,42.41,Dfa,190.1,475.54,3.02,13.15,60.07,35.806
DOVER,DE,-75.47,39.13,Cfa,6.05,4.51,2.99,4.65,13.77,50.148
DUBOIS,WY,-109.6903,43.5484,Dfc,2215.57,871.81,5.29,706.56,1485.74,18.72
DULUTH,MN,-92.04,46.72,Dfb,185.05,705.21,4.94,225.2,233.62,31.24
EAU_CLAIRE,WI,-91.49,44.87,Dfb,269.65,813.28,3.92,38.61,52.98,38.125
EL_PASO,TX,-106.38,31.81,BWk,1198.77,393.86,2.61,201.73,201.73,10.062
ELKINS,WV,-79.85,38.89,Dfb,601.41,174.81,2.62,525.75,525.75,51.192
ELKO,NV,-115.78635,40.82404,BSk,1540.51,436.27,2.48,305.78,559.59,11.164
ERIE,PA,-80.18,42.08,Dfb,222.2,306.9,3.73,179.89,216.19,47.43
EUGENE,OR,-123.2144,44.13333,Csb,108.44,58.63,3.35,8.99,190.24,41.205
EVANSVILLE,IN,-87.52,38.04,Cfa,122.75,505.09,3.83,26.45,26.45,53.33
FAIRBANKS,AK,-147.88,64.8,Dfc,130.19,243.11,3.11,120.28,120.28,16.6
FARGO,ND,-96.81,46.93,Dfb,273.31,740.33,4.05,3.27,5.49,24.045
FLAGSTAFF,AZ,-111.6663,35.14433,Csb,2133.27,286.5,3.09,116.57,621.5,21.227
FLINT,MI,-83.75,42.97,Dfb,233.54,539.42,4.2,36.37,76.24,35.454
FLORENCE,SC,-79.73,34.19,Cfa,43.42,63.55,3.25,27.34,30.2,50.24
FORT_SMITH,AR,-94.37,35.33,Cfa,137.51,370.41,2.8,77.55,110.25,53.772
FORT_THOMPSON,SD,-99.4379,44.068600000000004,Dfa,439.44,995.13,3.91,108.98,110.57,23.317
FORT_WAYNE,IN,-85.21,40.97,Dfa,244.67,569.4,4.33,14.99,14.99,40.487
FRESNO,CA,-119.7194,36.78,BSk,102.17,123.02,2.49,23.71,29.8,10.48
GEORGETOWN,DE,-75.36,38.69,Cfa,15.35,12.56,3.87,7.52,9.61,48.52
GLOCESTER,RI,-71.6911,41.9043,Cfb,154.14,21.51,2.57,77,77,51.095
GOODLAND,KS,-101.69,39.37,BSk,1109.21,806.47,4.87,26.11,48.54,19.222
GRAND_FORKS,ND,-97.18,47.95,Dfb,255.24,685.97,4.07,16.83,16.83,24.18
GRAND_JUNCTION,CO,-108.5386,39.13389,BSk,1468.39,630.87,2.3,498.36,498.36,11.306
GRAND_RAPIDS,MI,-85.52,42.88,Dfb,240.67,641.42,3.84,32.36,57.16,42.415
GREAT_FALLS,MT,-111.3822,47.47333,BSk,1117.24,746.83,4.95,102.13,102.13,13.84
GREEN_BAY,WI,-88.14,44.48,Dfb,210.23,668.17,4.16,22.17,83.01,34.51
GREEN_RIVER,UT,-110.1596,38.9956,BWk,1240.77,570.27,1.82,326.58,453.13,10.55
GREENSBORO,NC,-79.94,36.1,Cfa,274.01,179.16,3.45,17.35,37.15,48.205
GREENVILLE,SC,-82.35,34.85,Cfa,311.69,189.89,2.59,44.37,104.84,52.75
GULFPORT,MS,-89.08,30.41,Cfa,4.84,3.6,3.32,27.23,46.3,66.594
GUYMON,OK,-101.51,36.68,BSk,953.31,642.92,4.96,12.52,44.94,20.38
HAGERSTOWN,MD,-77.73,39.71,Cfa,213.11,72.06,2.9,71.39,323.06,44.71
HARRISBURG,PA,-76.86,40.22,Cfa,99.35,65.28,2.75,99.11,99.11,47.319
HARTFORD_SPGFLD,CT,-72.65,41.74,Dfa,4.87,31.34,2.79,41.99,218.55,51.209
HATTIESBURG,MS,-89.26,31.27,Cfa,45.47,61.14,3.11,64.4,69.96,66.94
HELENA,MT,-111.989,46.60445,BSk,1177.75,710.79,3.08,704.95,704.95,13.39
HONOLULU,HI,-157.94,21.33,As,4.25,1.07,3.36,631.19,631.19,32.65
HOPE,AR,-93.5916,33.6671,Cfa,107.52,254.42,2.95,25.3,25.3,56.3
HOULTON,ME,-67.79,46.12,Dfb,147.21,73.87,2.95,44.14,86.59,48.2
HOUSTON,TX,-95.28,29.64,Cfa,12.93,15.72,2.68,9.37,13.38,54.947
HUNTSVILLE,AL,-86.56,34.86,Cfa,229.31,295.22,3.63,24.23,96.22,59.02
INDIANAPOLIS,IN,-86.28,39.73,Cfa,242.72,621.51,3.79,33.51,33.51,47.58
JACKSON,MS,-90.22,32.33,Cfa,93.65,133.82,3.77,25.52,27.39,58.9
JACKSONVILLE,FL,-81.67,30.23,Cfa,2.81,19.56,2.8,11.78,22.81,52.631
JONESBORO,AR,-90.64,35.84,Cfa,77.83,377.28,3.91,27.76,27.76,52.68
JUNEAU,AK,-134.58,58.351,Dfc,3.55,0.75,4.33,220.32,220.32,111.1
KALAOA,HI,-156.05,19.74,Af,9.88,0.93,2.27,625.56,625.56,28.2
KANSAS_CITY,MO,-94.6,39.12,Cfa,226.78,632.31,3.69,91.47,91.47,41.809
KEENE,NH,-72.27,42.9,Dfb,143.47,92.16,2.53,255.04,281.08,49.921
KEY_WEST,FL,-81.76,24.56,Aw,0,0.26,3.75,0,0.46,46.71
KIHEI,HI,-156.445,20.7644,Af,30.1,0.9,2.4,605.34,605.34,12.01
KNOXVILLE,TN,-83.99,35.82,Cfa,300.51,313.1,3.35,41.18,320.53,56.355
LAKE_CHARLES,LA,-93.23,30.13,Cfa,0.28,24.46,3.95,4.16,5.52,63.734
LAKEWOOD,NJ,-74.2097,40.0821,Cfa,15.17,8.41,2.62,21.59,21.59,51.634
LANSING,MI,-84.6,42.78,Dfb,258.08,582.68,4.47,19.85,24.78,37.225
LAS_CRUCES,NM,-106.92,32.29,BWk,1354.42,392.88,3.34,167.65,167.65,10.292
LAS_VEGAS,NV,-115.1939,36.21205,BWk,667.36,254.79,2.96,427.12,530.41,5.272
LAWRENCE,MA,-71.13,42.71,Dfb,25.59,20.05,2.96,30.75,41.46,49.073
LAWTON,OK,-98.42,34.56,Cfa,322.77,405.17,4.48,60.65,66.12,32.23
LEXINGTON,KY,-84.61,38.03,Cfa,276.18,458.97,4.42,29.84,29.84,53.518
LINCOLN,NE,-96.76,40.83,Dfa,350.63,773.56,4.1,58.7,114.32,33.665
LITTLE_ROCK,AR,-92.24,34.73,Cfa,77.55,330.39,2.91,16.99,115.43,57.833
LITTLETON,NH,-71.7701,44.3062,Dfb,250.78,108.1,1.74,348.27,557.64,46.695
LOGAN,UT,-111.85187,41.78652,Dfb,1355.66,701.23,1.91,834.28,964.33,18.536
LOS_ANGELES,CA,-118.2912,34.02355,Csb,53.58,11.76,1.28,77.14,701.73,12.42
LOUISVILLE,KY,-85.74,38.17,Cfa,142.97,514.34,3.59,43.91,130.74,55.34
LUBBOCK,TX,-101.82,33.67,BSk,994.48,493.37,4.38,28.33,37.27,19.41
MACON,GA,-83.65,32.69,Cfa,104.73,174.61,3.31,38.44,38.44,50.555
MADISON,WI,-89.35,43.14,Dfb,260.66,792.3,3.74,32.3,71.61,42.677
MALTA,MT,-107.91934,48.36694,BSk,686.68,985.07,3.74,153.28,153.28,17.013
MASON_CITY,IA,-93.33,43.15,Dfa,363.17,906.34,4.86,32.18,32.18,36.31
MAYAGUEZ,PR,-67.1452,18.2013,Am,3.36,0.48,NA,3.36,3.36,NA
MEDFORD,OR,-122.8769,42.37503,Csb,400.25,95.7,1.27,427.51,569.37,23.75
MEMPHIS,TN,-89.99,35.06,Cfa,74.28,322.47,3.57,25.5,40.85,58.46
MIAMI_BEACH,FL,-80.32,25.79,Am,1.12,6.72,2.05,2.55,2.55,63.521
MIDDLETOWN,CT,-75.6506,41.5623,Dfb,385.43,114.99,3.74,129.16,265.34,48.239
MIDDLETOWN,RI,-71.28,41.53,Cfa,46.63,2.3,3.23,45.03,78.62,44.64
MIDLAND_ODESSA,TX,-102.1,32.04,BSk,851.35,427.18,3.65,31.38,48.11,15.78
MILWAUKEE,WI,-87.9,42.96,Dfb,206.36,732.34,2.96,20.62,46.39,38.44
MISSOULA,MT,-114.092,46.92083,Dfb,974.09,564.06,2.5,809.87,809.87,17.65
MOBILE,AL,-88.06,30.61,Cfa,2.14,0.43,4.61,8.57,62.44,70.55
MONTGOMERY,AL,-86.41,32.3,Cfa,69.07,122.66,3.65,23.4,55.37,55.025
MONTPELIER,VT,-72.57,44.2,Dfb,356.62,106.99,2.94,128.01,128.01,48.844
MORGANTOWN,WV,-79.92,39.65,Cfb,375,195.77,3.58,258.02,264.59,47.945
MPLS_ST_PAUL,MN,-93.23,44.88,Dfa,252.7,830.29,3.75,38.2,39.07,33.409
NASHUA,NH,-71.51,42.78,Dfb,58.21,43.07,2.46,39.44,176.07,49.21
NASHVILLE,TN,-86.69,36.12,Cfa,181.14,381.1,2.72,43.35,43.35,55.805
NEW_CASTLE,DE,-75.61,39.67,Cfa,15.18,1.87,2.87,14.88,106.71,50.796
NEW_ORLEANS,LA,-90.03,30.05,Cfa,1.82,0.83,4.61,2.43,2.82,64.43
NEW_YORK_CITY,NY,-73.97,40.78,Cfa,27.35,1.17,3.62,25.35,29.08,51.562
NEWARK,NJ,-74.17,40.68,Cfa,0.18,1.37,2.98,117.3,125.47,51.695
NEWPORT,VT,-72.24,44.89,Dfb,247.36,95.02,2.33,89.61,358.36,48.303
NORFOLK,NE,-97.44,41.98,Dfa,478.85,859.82,4.87,54.83,54.83,27.35
NORFOLK,VA,-76.3,36.93,Cfa,3.78,0.96,3.04,2.27,2.89,51.56
NORTH_PLATTE,NE,-100.67,41.12,Dfa,841.61,875.08,3.55,87.88,87.88,23.75
OKLAHOMA_CITY,OK,-97.6,35.39,Cfa,390.8,427.04,5.03,24.55,51.46,37.91
OLD_HARBOR,AK,-153.3039,57.2028,Cfc,0.9144,0.68,5.15,222.96,222.96,NA
OLYMPIA,WA,-122.90333,46.97333,Csb,61.03,5.15,3.01,61.03,61.03,59.728
OMAHA,NE,-95.9,41.31,Dfa,298.82,793.97,4.32,43.73,70.08,35.347
ORLANDO,FL,-81.34,28.55,Cfa,31.64,36.14,2.35,20.08,20.08,53.017
PADUCAH,KY,-88.77,37.06,Cfa,121.92,439.22,4.05,18.9,23.13,54.263
PENDLETON,OR,-118.8344,45.69757,Csa,452.64,266.9,2.65,54.46,135.77,12.93
PEORIA,IL,-89.68,40.67,Dfa,199.58,694.72,4.16,40.2,40.76,42.39
PHILADELPHIA,PA,-75.23,39.87,Cfa,1.86,1.07,3.83,78.89,78.89,51.18
PHOENIX,AZ,-112.00346,33.427799,BWh,339.4,170.28,2.02,130.98,130.98,7.846
PITTSBURGH,PA,-79.92,40.36,Cfa,340.46,219.7,2.72,123.73,123.73,46.922
PITTSFIELD,MA,-73.29,42.43,Dfb,341,81.93,3.46,199.49,546.55,51.848
PLAINVILLE,KS,-99.2982,39.2347,Dfa,652.9,717.04,3.65,40.32,116.16,25.786
POCATELLO,ID,-112.4323,42.88987,Dfb,1423.1,707.4,3.13,616.41,616.41,12.5
PONCE,PR,-66.6141,18.0111,Am,15.05,2.69,NA,15.05,15.05,NA
PORTLAND,OR,-122.6091,45.59578,Csb,6.8,56.32,3.86,71.82,207.91,44.707
PORTLAND,ME,-70.3,43.64,Dfb,5.95,0.93,3.16,69.41,69.41,52.7
PRINCEVILLE,HI,-159.4853,22.2236,Af,58.8,0.53,3.4,298.24,576.64,68.233
PROVIDENCE,RI,-71.43,41.72,Cfa,14.34,1.92,2.95,70.02,110.91,51.043
PUEBLO,CO,-104.51,38.29,BSk,1425.33,767.71,3.07,116.1,131.75,14.045
RALEIGH_DURHAM,NC,-78.78,35.89,Cfa,121.16,121.47,3.55,22.44,47.46,50.652
RAPID_CITY,SD,-103.05,44.05,Dfa,977.3,1125.15,4.82,21.7,95.93,22.33
RENO,NV,-119.82,39.546,Csb,1407.95,154.48,2.02,588.06,851.6,11.29
RICHMOND,VA,-77.32,37.51,Cfa,48.12,12.04,3.52,46.03,46.03,48.943
RICHMOND,CA,-122.248,37.8771,Csb,278.37,3.98,2.95,278.37,278.37,23.13
RICHMOND,RI,-71.6708,41.4945,Cfb,37.4,10.07,2.77,87.85,87.85,51.6
ROANOKE,VA,-79.97,37.32,Cfa,353.42,185.75,2.11,287.55,289.47,48.53
ROCHESTER,NY,-77.68,43.12,Dfb,162.44,242.34,4.09,60.13,102.69,38.415
ROCHESTER,MN,-92.49,43.9,Dfb,387.43,897.88,4.83,86.78,86.78,38.02
ROCKFORD,IL,-89.09,42.19,Dfa,220.69,793.59,3.83,51.66,51.66,41.485
RUTLAND,VT,-72.95,43.53,Dfb,239.72,136.44,3.62,417.85,575.87,47.354
SACRAMENTO,CA,-121.4959,38.50674,Csa,6,27.95,2.67,5.37,18.4,19.45
SALEM,OR,-123.0009,44.90493,Csb,63.31,69.09,3.23,44.33,44.33,45.608
SALMON,ID,-113.88333,45.11667,Dfb,1231.31,602.82,1.55,323.76,1407.36,20.1
SALT_LAKE_CITY,UT,-111.965,40.77069,Dfb,1288.42,639.96,2.43,72.71,649.43,18.595
SAN_ANGELO,TX,-100.49,31.35,Cfa,581.05,315.46,4.37,58.05,151.53,23.979
SAN_ANTONIO,TX,-98.58,29.38,Cfa,202.99,127.08,3.1,49.36,105.17,30.99
SAN_DIEGO,CA,-117.183,32.73361,BSk,4.24,0.75,1.15,107.91,293.42,11.056
SAN_FRANCISCO,CA,-122.4269,37.77056,Csb,48.6,2.8,2.48,145.26,273.8,22.07
SAN_JOSE,CA,-121.9241,37.35917,Csb,15.13,10.15,2.16,179.65,650.2,15.807
SAN_JUAN,PR,-66.1057,18.4655,Am,3,0.38,NA,3,3,NA
SANTA_FE,NM,-106.1,35.61,Cfb,1912.58,569.48,3.99,216.81,237.19,13.466
SAVANNAH,GA,-81.15,32.02,Cfa,4.63,7.71,3.2,4.63,4.63,49.097
SEATTLE,WA,-122.31,47.65,Csb,14.22,3.58,2.54,115.58,153.37,42.168
SHREVEPORT,LA,-93.74,32.54,Cfa,52.36,176.26,3.87,14.97,26.98,52.177
SIOUX_CITY,IA,-96.38,42.4,Dfa,333.73,874.08,3.64,37.53,52.74,32.615
SIOUX_FALLS,SD,-96.75,43.58,Dfa,432.43,957.98,4.04,43.23,63.58,32.04
SOMERSET,KY,-84.62,37.05,Cfa,274.62,405.4,3.26,50.29,69.5,60.12
SOUTH_BEND,IN,-86.32,41.71,Dfa,237.7,658.46,3.53,20.05,21.65,40.37
SPOKANE,WA,-117.3202,47.68556,Csb,595.36,336.96,2.61,100.43,141.87,24.29
SPRINGFIELD,IL,-89.68,39.85,Dfa,179.53,638.97,4.1,18.7,18.7,41.511
SPRINGFIELD,MO,-93.39,37.24,Cfa,384.9,501.35,4.91,52.36,52.36,51.777
ST_GEORGE,UT,-113.50561,37.0451,BSk,877.46,365.56,2.06,129.4,541.02,14.6
ST_JOHN,VI,-64.7281,18.3368,Am,315.79,1.3,NA,315.79,315.79,NA
ST_LOUIS,MO,-90.37,38.75,Cfa,162.51,575.94,3.03,29.01,33.47,45.586
ST_PETERSBURG,FL,-82.63,27.77,Cfa,1.26,1.13,2.93,5.97,20.44,56.484
ST_STE_MARIE,MI,-84.36,46.48,Dfb,220.14,390.06,3.92,43.03,43.33,33.81
ST_THOMAS,VI,-64.8941,18.3381,Am,48.82,1.52,NA,48.82,48.82,NA
SYRACUSE,NY,-76.1,43.11,Dfb,123.22,161.72,3.18,34.62,214.56,47.448
TALLAHASSEE,FL,-84.35,30.4,Cfa,18.4,21.63,2.11,27.77,34.89,56.704
TAMPA,FL,-82.54,27.96,Cfa,5.45,1.19,2.32,10.56,16.25,57.627
TOLEDO,OH,-83.48,41.56,Dfa,189.22,474.41,4.24,13.19,15.81,38.6
TOPEKA,KS,-95.63,39.07,Cfa,268.42,638.62,3.99,51.89,77.46,38.64
TORRINGTON,CT,-73.1212,41.8003,Dfb,167.56,37.15,2.33,160.01,167.69,51.641
TRENTON,NJ,-74.82,40.28,Cfa,63.49,22.99,3.74,89.19,89.19,51.302
TUCSON,AZ,-110.95635,32.13153,BSh,777.63,159.27,2.5,77.17,234.61,11.774
TULSA,OK,-95.89,36.2,Cfa,192.13,448.81,2.97,67.25,85.55,43.358
TUPELO,MS,-88.77,34.27,Cfa,104.86,249.02,3.61,29.53,32.2,59.772
W_PALM_BEACH,FL,-80.1,26.69,Af,4.2,4.84,2.33,1.57,1.65,64.269
WACO,TX,-97.23,31.62,Cfa,153.05,198.07,4.21,51.06,67.89,39.09
WASHINGTON,DC,-77.03,38.85,Cfa,-0.67,0.35,4.18,111.6,117.2,48.545
WATERTOWN,SD,-97.15,44.9,Dfa,528.65,879.76,5,23.15,48.63,26.245
WICHITA,KS,-97.43,37.65,Cfa,401.49,569.27,4.34,34.29,34.29,36.441
WICHITA_FALLS,TX,-98.49,33.98,Cfa,303.62,376.12,4.52,16.05,31.77,32.95
WILKES_BARRE,PA,-75.73,41.34,Dfb,281.06,103.22,2.62,202.2,292.62,49.346
WILLISTON,ND,-103.75,48.26,BSk,711.59,944.57,4.82,98.84,147.54,15.735
WILMINGTON,DE,-75.61,39.67,Cfa,15.18,1.87,2.87,14.88,106.71,50.38
WINNEMUCCA,NV,-117.80722,40.90194,BSk,1310.73,320.94,2.66,613.42,613.42,12.261
WORCESTER,MA,-71.87,42.27,Dfb,297.63,45.39,4.01,162.6,183.92,50.936
YAKIMA,WA,-120.5348,46.56402,Csb,320.96,135.32,2.03,326.91,326.91,10.21
YOUNGSTOWN,OH,-80.67,41.25,Dfb,356.86,296.66,3.42,60.92,72.9,46.675
YUMA,AZ,-114.593,32.65944,BWh,64.04,56.25,2.61,27.29,46.15,3.895
Abilene,TX,-99.68,32.41,Cfa,545.46,328.89,4.43,66.72,66.72,26.76
Akron Canton,OH,-81.44,40.92,Dfa,370.43,329.7,4.28,64.66,64.66,44.686
Albany,NY,-73.8,42.75,Dfb,84.99,99.8,3.28,79.31,97.42,44.66
Albuquerque,NM,-106.61,35.04,BSk,1619.93,518.82,3.04,112.19,146.77,10.143
Allentown,PA,-75.49,40.57,Dfa,117.73,48.4,3.34,44.82,143.5,52.318
Amarillo,TX,-101.72,35.22,BSk,1098.16,568.23,5.14,31.5,72.41,20.165
Anchorage,AK,-150.0,61.17,Dfc,35.47,2.15,4.41,188.4,188.4,19.19
Asheville,NC,-82.54,35.43,Cfb,647.22,230.86,3.79,160.41,320.39,47.11
Atlanta,GA,-84.43,33.64,Cfa,305.73,242.19,3.51,43.96,70.17,51.665
Atlantic City,NJ,-74.57,39.45,Cfa,18.07,6.44,2.75,18.06,18.06,50.822
Augusta,GA,-82.04,33.47,Cfa,129.48,103.96,2.53,65.61,97.28,47.421
Augusta,ME,-69.8,44.32,Dfb,93.78,18.03,4.03,48.56,48.56,51.792
Austin,TX,-97.77,30.32,Cfa,197.53,134.18,2.3,95.64,104.38,35.892
Baltimore,MD,-76.68,39.17,Cfa,46.05,7.33,3.65,21.8,65.78,49.42
Bangor,ME,-68.82,44.8,Dfb,45.42,16.51,3.71,45.42,45.42,50.634
Baton Rouge,LA,-91.15,30.54,Cfa,20.2,55.37,3.53,7.76,25.52,67.17
Beckley,WV,-81.12,37.8,Cfb,741.83,263.14,4.84,271.14,271.14,46.867
Bemidji,MN,-94.93,47.51,Dfb,422.09,663.98,4.33,12.58,16.78,26.4
Bethel,AK,-161.84,60.78,Dfc,36.94,5.98,4.32,186.93,186.93,
Billings,MT,-108.54222,45.80694,BSk,1091.85,954.18,4.22,93.2,121.74,15.783
Birmingham,AL,-86.75,33.57,Cfa,190.93,205.33,2.25,59.17,59.17,58.435
Bismarck,ND,-100.76,46.78,Dfb,502.53,885.71,3.63,42.55,100.96,20.4
Boise,ID,-116.24053,43.56704,Csb,860.46,494.82,3.22,66.83,554.24,14.852
Boston,MA,-71.01,42.36,Dfa,3.17,0.34,3.64,57.33,57.33,50.133
Bridgeport,CT,-73.13,41.16,Cfa,1.32,0.93,3.92,144.39,161.08,50.552
Brownsville,TX,-97.42,25.91,Cfa,5.87,12.9,4.02,5.4,8.96,28.653
Buffalo,NY,-78.74,42.94,Dfb,216.13,292.95,2.78,40.98,82.13,44.556
Buffalo,WY,-106.71947,44.38122,BSk,1503.84,1009.04,4.0,283.98,294.07,17.19
Burlington,VT,-73.15,44.47,Dfb,100.61,70.64,3.86,300.91,300.91,46.944
Caguas,PR,-66.0352,18.2388,Am,60.79,13.12,,60.79,60.79,
Caribou,ME,-68.01,46.87,Dfb,177.93,111.79,3.28,26.1,34.77,51.407
Casper,WY,-106.47306,42.8975,BSk,1620.77,926.95,4.6,33.6,643.89,15.557
Cedar Rapids,IA,-91.72,41.88,Dfa,253.57,799.68,4.54,31.5,31.5,41.217
Charleston,WV,-81.59,38.38,Cfa,276.97,291.98,3.85,37.03,84.34,48.883
Charleston,SC,-80.04,32.9,Cfa,12.32,7.44,2.99,10.57,11.13,52.653
Charlotte,NC,-80.95,35.21,Cfa,212.82,171.57,3.28,48.58,48.58,43.76
Charlottesville,VA,-78.46,38.14,Cfa,187.9,78.4,3.15,86.08,86.08,44.608
Chattanooga,TN,-85.2,35.03,Cfa,206.77,319.87,2.27,37.8,227.01,60.93
Cheyenne,WY,-104.81,41.16,BSk,1856.13,893.67,4.94,88.37,108.11,16.159
Chicago,IL,-87.76,41.78,Dfa,188.14,754.01,2.62,6.53,29.4,47.72
Cincinnati,OH,-84.42,39.11,Cfa,145.68,489.49,2.84,94.51,115.39,46.983
Cleveland,OH,-81.67,41.53,Dfa,173.26,364.92,5.64,101.78,152.62,44.887
Clovis,NM,-103.32,34.38,BSk,1303.25,601.39,4.76,62.68,76.9,18.85
Colorado Spgs,CO,-104.69,38.81,BSk,1880.21,781.99,3.34,142.48,341.44,17.575
Columbia,SC,-80.99,33.97,Cfa,55.18,99.14,2.17,44.77,95.0,48.94
Columbus,GA,-84.94,32.52,Cfa,120.54,157.82,2.17,36.67,108.69,54.433
Columbus,OH,-82.88,39.99,Cfa,245.88,395.9,2.96,84.11,94.07,44.104
Concord,NH,-71.5,43.2,Dfb,80.33,50.92,2.9,135.88,225.64,48.946
Coral Bay,VI,-64.7132,18.348,Am,7.96,0.64,,7.96,7.96,
Corpus Christi,TX,-97.51,27.77,Cfa,12.03,4.77,3.9,13.36,13.36,30.247
Cruz Bay,VI,-64.7937,18.3313,Am,5.79,0.56,,5.79,5.79,
Cumberland,MD,-78.76,39.62,Cfa,228.11,124.76,2.88,98.03,98.03,42.399
Dallas Ft Worth,TX,-96.86,32.85,Cfa,143.89,247.63,2.61,39.55,54.95,41.128
Dayton,OH,-84.05,39.83,Cfa,246.3,471.71,4.15,48.25,96.25,43.89
Daytona Beach,FL,-81.07,29.17,Cfa,8.24,6.29,3.2,2.63,9.68,51.145
Denver,CO,-104.76,39.71,BSk,1702.26,821.65,3.24,121.03,131.04,17.453
Des Moines,IA,-93.65,41.53,Dfa,290.3,796.57,4.35,36.53,36.53,41.11
Detroit,MI,-83.01,42.41,Dfa,190.1,475.54,3.02,13.15,60.07,35.806
Dover,DE,-75.47,39.13,Cfa,6.05,4.51,2.99,4.65,13.77,50.148
Dubois,WY,-109.6903,43.5484,Dfc,2215.57,871.81,5.29,706.56,1485.74,18.72
Duluth,MN,-92.04,46.72,Dfb,185.05,705.21,4.94,225.2,233.62,31.24
Eau Claire,WI,-91.49,44.87,Dfb,269.65,813.28,3.92,38.61,52.98,38.125
El Paso,TX,-106.38,31.81,BWk,1198.77,393.86,2.61,201.73,201.73,10.062
Elkins,WV,-79.85,38.89,Dfb,601.41,174.81,2.62,525.75,525.75,51.192
Elko,NV,-115.78635,40.82404,BSk,1540.51,436.27,2.48,305.78,559.59,11.164
Erie,PA,-80.18,42.08,Dfb,222.2,306.9,3.73,179.89,216.19,47.43
Eugene,OR,-123.2144,44.13333,Csb,108.44,58.63,3.35,8.99,190.24,41.205
Evansville,IN,-87.52,38.04,Cfa,122.75,505.09,3.83,26.45,26.45,53.33
Fairbanks,AK,-147.88,64.8,Dfc,130.19,243.11,3.11,120.28,120.28,16.6
Fargo,ND,-96.81,46.93,Dfb,273.31,740.33,4.05,3.27,5.49,24.045
Flagstaff,AZ,-111.6663,35.14433,Csb,2133.27,286.5,3.09,116.57,621.5,21.227
Flint,MI,-83.75,42.97,Dfb,233.54,539.42,4.2,36.37,76.24,35.454
Florence,SC,-79.73,34.19,Cfa,43.42,63.55,3.25,27.34,30.2,50.24
Fort Smith,AR,-94.37,35.33,Cfa,137.51,370.41,2.8,77.55,110.25,53.772
Fort Thompson,SD,-99.4379,44.0686,Dfa,439.44,995.13,3.91,108.98,110.57,23.317
Fort Wayne,IN,-85.21,40.97,Dfa,244.67,569.4,4.33,14.99,14.99,40.487
Fresno,CA,-119.7194,36.78,BSk,102.17,123.02,2.49,23.71,29.8,10.48
Georgetown,DE,-75.36,38.69,Cfa,15.35,12.56,3.87,7.52,9.61,48.52
Glocester,RI,-71.6911,41.9043,Cfb,154.14,21.51,2.57,77.0,77.0,51.095
Goodland,KS,-101.69,39.37,BSk,1109.21,806.47,4.87,26.11,48.54,19.222
Grand Forks,ND,-97.18,47.95,Dfb,255.24,685.97,4.07,16.83,16.83,24.18
Grand Junction,CO,-108.5386,39.13389,BSk,1468.39,630.87,2.3,498.36,498.36,11.306
Grand Rapids,MI,-85.52,42.88,Dfb,240.67,641.42,3.84,32.36,57.16,42.415
Great Falls,MT,-111.3822,47.47333,BSk,1117.24,746.83,4.95,102.13,102.13,13.84
Green Bay,WI,-88.14,44.48,Dfb,210.23,668.17,4.16,22.17,83.01,34.51
Green River,UT,-110.1596,38.9956,BWk,1240.77,570.27,1.82,326.58,453.13,10.55
Greensboro,NC,-79.94,36.1,Cfa,274.01,179.16,3.45,17.35,37.15,48.205
Greenville,SC,-82.35,34.85,Cfa,311.69,189.89,2.59,44.37,104.84,52.75
Gulfport,MS,-89.08,30.41,Cfa,4.84,3.6,3.32,27.23,46.3,66.594
Guymon,OK,-101.51,36.68,BSk,953.31,642.92,4.96,12.52,44.94,20.38
Hagerstown,MD,-77.73,39.71,Cfa,213.11,72.06,2.9,71.39,323.06,44.71
Harrisburg,PA,-76.86,40.22,Cfa,99.35,65.28,2.75,99.11,99.11,47.319
Hartford Spgfld,CT,-72.65,41.74,Dfa,4.87,31.34,2.79,41.99,218.55,51.209
Hattiesburg,MS,-89.26,31.27,Cfa,45.47,61.14,3.11,64.4,69.96,66.94
Helena,MT,-111.989,46.60445,BSk,1177.75,710.79,3.08,704.95,704.95,13.39
Honolulu,HI,-157.94,21.33,As,4.25,1.07,3.36,631.19,631.19,32.65
Hope,AR,-93.5916,33.6671,Cfa,107.52,254.42,2.95,25.3,25.3,56.3
Houlton,ME,-67.79,46.12,Dfb,147.21,73.87,2.95,44.14,86.59,48.2
Houston,TX,-95.28,29.64,Cfa,12.93,15.72,2.68,9.37,13.38,54.947
Huntsville,AL,-86.56,34.86,Cfa,229.31,295.22,3.63,24.23,96.22,59.02
Indianapolis,IN,-86.28,39.73,Cfa,242.72,621.51,3.79,33.51,33.51,47.58
Jackson,MS,-90.22,32.33,Cfa,93.65,133.82,3.77,25.52,27.39,58.9
Jacksonville,FL,-81.67,30.23,Cfa,2.81,19.56,2.8,11.78,22.81,52.631
Jonesboro,AR,-90.64,35.84,Cfa,77.83,377.28,3.91,27.76,27.76,52.68
Juneau,AK,-134.58,58.351,Dfc,3.55,0.75,4.33,220.32,220.32,111.1
Kalaoa,HI,-156.05,19.74,Af,9.88,0.93,2.27,625.56,625.56,28.2
Kansas City,MO,-94.6,39.12,Cfa,226.78,632.31,3.69,91.47,91.47,41.809
Keene,NH,-72.27,42.9,Dfb,143.47,92.16,2.53,255.04,281.08,49.921
Key West,FL,-81.76,24.56,Aw,0.0,0.26,3.75,0.0,0.46,46.71
Kihei,HI,-156.445,20.7644,Af,30.1,0.9,2.4,605.34,605.34,12.01
Knoxville,TN,-83.99,35.82,Cfa,300.51,313.1,3.35,41.18,320.53,56.355
Lake Charles,LA,-93.23,30.13,Cfa,0.28,24.46,3.95,4.16,5.52,63.734
Lakewood,NJ,-74.2097,40.0821,Cfa,15.17,8.41,2.62,21.59,21.59,51.634
Lansing,MI,-84.6,42.78,Dfb,258.08,582.68,4.47,19.85,24.78,37.225
Las Cruces,NM,-106.92,32.29,BWk,1354.42,392.88,3.34,167.65,167.65,10.292
Las Vegas,NV,-115.1939,36.21205,BWk,667.36,254.79,2.96,427.12,530.41,5.272
Lawrence,MA,-71.13,42.71,Dfb,25.59,20.05,2.96,30.75,41.46,49.073
Lawton,OK,-98.42,34.56,Cfa,322.77,405.17,4.48,60.65,66.12,32.23
Lexington,KY,-84.61,38.03,Cfa,276.18,458.97,4.42,29.84,29.84,53.518
Lincoln,NE,-96.76,40.83,Dfa,350.63,773.56,4.1,58.7,114.32,33.665
Little Rock,AR,-92.24,34.73,Cfa,77.55,330.39,2.91,16.99,115.43,57.833
Littleton,NH,-71.7701,44.3062,Dfb,250.78,108.1,1.74,348.27,557.64,46.695
Logan,UT,-111.85187,41.78652,Dfb,1355.66,701.23,1.91,834.28,964.33,18.536
Los Angeles,CA,-118.2912,34.02355,Csb,53.58,11.76,1.28,77.14,701.73,12.42
Louisville,KY,-85.74,38.17,Cfa,142.97,514.34,3.59,43.91,130.74,55.34
Lubbock,TX,-101.82,33.67,BSk,994.48,493.37,4.38,28.33,37.27,19.41
Macon,GA,-83.65,32.69,Cfa,104.73,174.61,3.31,38.44,38.44,50.555
Madison,WI,-89.35,43.14,Dfb,260.66,792.3,3.74,32.3,71.61,42.677
Malta,MT,-107.91934,48.36694,BSk,686.68,985.07,3.74,153.28,153.28,17.013
Mason City,IA,-93.33,43.15,Dfa,363.17,906.34,4.86,32.18,32.18,36.31
Mayaguez,PR,-67.1452,18.2013,Am,3.36,0.48,,3.36,3.36,
Medford,OR,-122.8769,42.37503,Csb,400.25,95.7,1.27,427.51,569.37,23.75
Memphis,TN,-89.99,35.06,Cfa,74.28,322.47,3.57,25.5,40.85,58.46
Miami Beach,FL,-80.32,25.79,Am,1.12,6.72,2.05,2.55,2.55,63.521
Middletown,CT,-75.6506,41.5623,Dfb,385.43,114.99,3.74,129.16,265.34,48.239
Middletown,RI,-71.28,41.53,Cfa,46.63,2.3,3.23,45.03,78.62,44.64
Midland Odessa,TX,-102.1,32.04,BSk,851.35,427.18,3.65,31.38,48.11,15.78
Milwaukee,WI,-87.9,42.96,Dfb,206.36,732.34,2.96,20.62,46.39,38.44
Missoula,MT,-114.092,46.92083,Dfb,974.09,564.06,2.5,809.87,809.87,17.65
Mobile,AL,-88.06,30.61,Cfa,2.14,0.43,4.61,8.57,62.44,70.55
Montgomery,AL,-86.41,32.3,Cfa,69.07,122.66,3.65,23.4,55.37,55.025
Montpelier,VT,-72.57,44.2,Dfb,356.62,106.99,2.94,128.01,128.01,48.844
Morgantown,WV,-79.92,39.65,Cfb,375.0,195.77,3.58,258.02,264.59,47.945
Mpls St Paul,MN,-93.23,44.88,Dfa,252.7,830.29,3.75,38.2,39.07,33.409
Nashua,NH,-71.51,42.78,Dfb,58.21,43.07,2.46,39.44,176.07,49.21
Nashville,TN,-86.69,36.12,Cfa,181.14,381.1,2.72,43.35,43.35,55.805
New Castle,DE,-75.61,39.67,Cfa,15.18,1.87,2.87,14.88,106.71,50.796
New Orleans,LA,-90.03,30.05,Cfa,1.82,0.83,4.61,2.43,2.82,64.43
New York City,NY,-73.97,40.78,Cfa,27.35,1.17,3.62,25.35,29.08,51.562
Newark,NJ,-74.17,40.68,Cfa,0.18,1.37,2.98,117.3,125.47,51.695
Newport,VT,-72.24,44.89,Dfb,247.36,95.02,2.33,89.61,358.36,48.303
Norfolk,NE,-97.44,41.98,Dfa,478.85,859.82,4.87,54.83,54.83,27.35
Norfolk,VA,-76.3,36.93,Cfa,3.78,0.96,3.04,2.27,2.89,51.56
North Platte,NE,-100.67,41.12,Dfa,841.61,875.08,3.55,87.88,87.88,23.75
Oklahoma City,OK,-97.6,35.39,Cfa,390.8,427.04,5.03,24.55,51.46,37.91
Old Harbor,AK,-153.3039,57.2028,Cfc,0.9144,0.68,5.15,222.96,222.96,
Olympia,WA,-122.90333,46.97333,Csb,61.03,5.15,3.01,61.03,61.03,59.728
Omaha,NE,-95.9,41.31,Dfa,298.82,793.97,4.32,43.73,70.08,35.347
Orlando,FL,-81.34,28.55,Cfa,31.64,36.14,2.35,20.08,20.08,53.017
Paducah,KY,-88.77,37.06,Cfa,121.92,439.22,4.05,18.9,23.13,54.263
Pendleton,OR,-118.8344,45.69757,Csa,452.64,266.9,2.65,54.46,135.77,12.93
Peoria,IL,-89.68,40.67,Dfa,199.58,694.72,4.16,40.2,40.76,42.39
Philadelphia,PA,-75.23,39.87,Cfa,1.86,1.07,3.83,78.89,78.89,51.18
Phoenix,AZ,-112.00346,33.427799,BWh,339.4,170.28,2.02,130.98,130.98,7.846
Pittsburgh,PA,-79.92,40.36,Cfa,340.46,219.7,2.72,123.73,123.73,46.922
Pittsfield,MA,-73.29,42.43,Dfb,341.0,81.93,3.46,199.49,546.55,51.848
Plainville,KS,-99.2982,39.2347,Dfa,652.9,717.04,3.65,40.32,116.16,25.786
Pocatello,ID,-112.4323,42.88987,Dfb,1423.1,707.4,3.13,616.41,616.41,12.5
Ponce,PR,-66.6141,18.0111,Am,15.05,2.69,,15.05,15.05,
Portland,OR,-122.6091,45.59578,Csb,6.8,56.32,3.86,71.82,207.91,44.707
Portland,ME,-70.3,43.64,Dfb,5.95,0.93,3.16,69.41,69.41,52.7
Princeville,HI,-159.4853,22.2236,Af,58.8,0.53,3.4,298.24,576.64,68.233
Providence,RI,-71.43,41.72,Cfa,14.34,1.92,2.95,70.02,110.91,51.043
Pueblo,CO,-104.51,38.29,BSk,1425.33,767.71,3.07,116.1,131.75,14.045
Raleigh Durham,NC,-78.78,35.89,Cfa,121.16,121.47,3.55,22.44,47.46,50.652
Rapid City,SD,-103.05,44.05,Dfa,977.3,1125.15,4.82,21.7,95.93,22.33
Reno,NV,-119.82,39.546,Csb,1407.95,154.48,2.02,588.06,851.6,11.29
Richmond,VA,-77.32,37.51,Cfa,48.12,12.04,3.52,46.03,46.03,48.943
Richmond,CA,-122.248,37.8771,Csb,278.37,3.98,2.95,278.37,278.37,23.13
Richmond,RI,-71.6708,41.4945,Cfb,37.4,10.07,2.77,87.85,87.85,51.6
Roanoke,VA,-79.97,37.32,Cfa,353.42,185.75,2.11,287.55,289.47,48.53
Rochester,NY,-77.68,43.12,Dfb,162.44,242.34,4.09,60.13,102.69,38.415
Rochester,MN,-92.49,43.9,Dfb,387.43,897.88,4.83,86.78,86.78,38.02
Rockford,IL,-89.09,42.19,Dfa,220.69,793.59,3.83,51.66,51.66,41.485
Rutland,VT,-72.95,43.53,Dfb,239.72,136.44,3.62,417.85,575.87,47.354
Sacramento,CA,-121.4959,38.50674,Csa,6.0,27.95,2.67,5.37,18.4,19.45
Salem,OR,-123.0009,44.90493,Csb,63.31,69.09,3.23,44.33,44.33,45.608
Salmon,ID,-113.88333,45.11667,Dfb,1231.31,602.82,1.55,323.76,1407.36,20.1
Salt Lake City,UT,-111.965,40.77069,Dfb,1288.42,639.96,2.43,72.71,649.43,18.595
San Angelo,TX,-100.49,31.35,Cfa,581.05,315.46,4.37,58.05,151.53,23.979
San Antonio,TX,-98.58,29.38,Cfa,202.99,127.08,3.1,49.36,105.17,30.99
San Diego,CA,-117.183,32.73361,BSk,4.24,0.75,1.15,107.91,293.42,11.056
San Francisco,CA,-122.4269,37.77056,Csb,48.6,2.8,2.48,145.26,273.8,22.07
San Jose,CA,-121.9241,37.35917,Csb,15.13,10.15,2.16,179.65,650.2,15.807
San Juan,PR,-66.1057,18.4655,Am,3.0,0.38,,3.0,3.0,
Santa Fe,NM,-106.1,35.61,Cfb,1912.58,569.48,3.99,216.81,237.19,13.466
Savannah,GA,-81.15,32.02,Cfa,4.63,7.71,3.2,4.63,4.63,49.097
Seattle,WA,-122.31,47.65,Csb,14.22,3.58,2.54,115.58,153.37,42.168
Shreveport,LA,-93.74,32.54,Cfa,52.36,176.26,3.87,14.97,26.98,52.177
Sioux City,IA,-96.38,42.4,Dfa,333.73,874.08,3.64,37.53,52.74,32.615
Sioux Falls,SD,-96.75,43.58,Dfa,432.43,957.98,4.04,43.23,63.58,32.04
Somerset,KY,-84.62,37.05,Cfa,274.62,405.4,3.26,50.29,69.5,60.12
South Bend,IN,-86.32,41.71,Dfa,237.7,658.46,3.53,20.05,21.65,40.37
Spokane,WA,-117.3202,47.68556,Csb,595.36,336.96,2.61,100.43,141.87,24.29
Springfield,IL,-89.68,39.85,Dfa,179.53,638.97,4.1,18.7,18.7,41.511
Springfield,MO,-93.39,37.24,Cfa,384.9,501.35,4.91,52.36,52.36,51.777
St George,UT,-113.50561,37.0451,BSk,877.46,365.56,2.06,129.4,541.02,14.6
St John,VI,-64.7281,18.3368,Am,315.79,1.3,,315.79,315.79,
St Louis,MO,-90.37,38.75,Cfa,162.51,575.94,3.03,29.01,33.47,45.586
St Petersburg,FL,-82.63,27.77,Cfa,1.26,1.13,2.93,5.97,20.44,56.484
St Ste Marie,MI,-84.36,46.48,Dfb,220.14,390.06,3.92,43.03,43.33,33.81
St Thomas,VI,-64.8941,18.3381,Am,48.82,1.52,,48.82,48.82,
Syracuse,NY,-76.1,43.11,Dfb,123.22,161.72,3.18,34.62,214.56,47.448
Tallahassee,FL,-84.35,30.4,Cfa,18.4,21.63,2.11,27.77,34.89,56.704
Tampa,FL,-82.54,27.96,Cfa,5.45,1.19,2.32,10.56,16.25,57.627
Toledo,OH,-83.48,41.56,Dfa,189.22,474.41,4.24,13.19,15.81,38.6
Topeka,KS,-95.63,39.07,Cfa,268.42,638.62,3.99,51.89,77.46,38.64
Torrington,CT,-73.1212,41.8003,Dfb,167.56,37.15,2.33,160.01,167.69,51.641
Trenton,NJ,-74.82,40.28,Cfa,63.49,22.99,3.74,89.19,89.19,51.302
Tucson,AZ,-110.95635,32.13153,BSh,777.63,159.27,2.5,77.17,234.61,11.774
Tulsa,OK,-95.89,36.2,Cfa,192.13,448.81,2.97,67.25,85.55,43.358
Tupelo,MS,-88.77,34.27,Cfa,104.86,249.02,3.61,29.53,32.2,59.772
W Palm Beach,FL,-80.1,26.69,Af,4.2,4.84,2.33,1.57,1.65,64.269
Waco,TX,-97.23,31.62,Cfa,153.05,198.07,4.21,51.06,67.89,39.09
Washington,DC,-77.03,38.85,Cfa,-0.67,0.35,4.18,111.6,117.2,48.545
Watertown,SD,-97.15,44.9,Dfa,528.65,879.76,5.0,23.15,48.63,26.245
Wichita,KS,-97.43,37.65,Cfa,401.49,569.27,4.34,34.29,34.29,36.441
Wichita Falls,TX,-98.49,33.98,Cfa,303.62,376.12,4.52,16.05,31.77,32.95
Wilkes Barre,PA,-75.73,41.34,Dfb,281.06,103.22,2.62,202.2,292.62,49.346
Williston,ND,-103.75,48.26,BSk,711.59,944.57,4.82,98.84,147.54,15.735
Wilmington,DE,-75.61,39.67,Cfa,15.18,1.87,2.87,14.88,106.71,50.38
Winnemucca,NV,-117.80722,40.90194,BSk,1310.73,320.94,2.66,613.42,613.42,12.261
Worcester,MA,-71.87,42.27,Dfb,297.63,45.39,4.01,162.6,183.92,50.936
Yakima,WA,-120.5348,46.56402,Csb,320.96,135.32,2.03,326.91,326.91,10.21
Youngstown,OH,-80.67,41.25,Dfb,356.86,296.66,3.42,60.92,72.9,46.675
Yuma,AZ,-114.593,32.65944,BWh,64.04,56.25,2.61,27.29,46.15,3.895
237 changes: 237 additions & 0 deletions data/raw/cities.csv
Original file line number Diff line number Diff line change
@@ -0,0 +1,237 @@
city,state,lon,lat,koppen,elevation,distance_to_coast,wind,elevation_change_four,elevation_change_eight,avg_annual_precip
ABILENE,TX,-99.68,32.41,Cfa,545.46,328.89,4.43,66.72,66.72,26.76
AKRON_CANTON,OH,-81.44,40.92,Dfa,370.43,329.7,4.28,64.66,64.66,44.686
ALBANY,NY,-73.8,42.75,Dfb,84.99,99.8,3.28,79.31,97.42,44.66
ALBUQUERQUE,NM,-106.61,35.04,BSk,1619.93,518.82,3.04,112.19,146.77,10.143
ALLENTOWN,PA,-75.49,40.57,Dfa,117.73,48.4,3.34,44.82,143.5,52.318
AMARILLO,TX,-101.72,35.22,BSk,1098.16,568.23,5.14,31.5,72.41,20.165
ANCHORAGE,AK,-150,61.17,Dfc,35.47,2.15,4.41,188.4,188.4,19.19
ASHEVILLE,NC,-82.54,35.43,Cfb,647.22,230.86,3.79,160.41,320.39,47.11
ATLANTA,GA,-84.43,33.64,Cfa,305.73,242.19,3.51,43.96,70.17,51.665
ATLANTIC_CITY,NJ,-74.57,39.45,Cfa,18.07,6.44,2.75,18.06,18.06,50.822
AUGUSTA,GA,-82.04,33.47,Cfa,129.48,103.96,2.53,65.61,97.28,47.421
AUGUSTA,ME,-69.8,44.32,Dfb,93.78,18.03,4.03,48.56,48.56,51.792
AUSTIN,TX,-97.77,30.32,Cfa,197.53,134.18,2.3,95.64,104.38,35.892
BALTIMORE,MD,-76.68,39.17,Cfa,46.05,7.33,3.65,21.8,65.78,49.42
BANGOR,ME,-68.82,44.8,Dfb,45.42,16.51,3.71,45.42,45.42,50.634
BATON_ROUGE,LA,-91.15,30.54,Cfa,20.2,55.37,3.53,7.76,25.52,67.17
BECKLEY,WV,-81.12,37.8,Cfb,741.83,263.14,4.84,271.14,271.14,46.867
BEMIDJI,MN,-94.93,47.51,Dfb,422.09,663.98,4.33,12.58,16.78,26.4
BETHEL,AK,-161.84,60.78,Dfc,36.94,5.98,4.32,186.93,186.93,NA
BILLINGS,MT,-108.54222,45.80694,BSk,1091.85,954.18,4.22,93.2,121.74,15.783
BIRMINGHAM,AL,-86.75,33.57,Cfa,190.93,205.33,2.25,59.17,59.17,58.435
BISMARCK,ND,-100.76,46.78,Dfb,502.53,885.71,3.63,42.55,100.96,20.4
BOISE,ID,-116.24053,43.56704,Csb,860.46,494.82,3.22,66.83,554.24,14.852
BOSTON,MA,-71.01,42.36,Dfa,3.17,0.34,3.64,57.33,57.33,50.133
BRIDGEPORT,CT,-73.13,41.16,Cfa,1.32,0.93,3.92,144.39,161.08,50.552
BROWNSVILLE,TX,-97.42,25.91,Cfa,5.87,12.9,4.02,5.4,8.96,28.653
BUFFALO,NY,-78.74,42.94,Dfb,216.13,292.95,2.78,40.98,82.13,44.556
BUFFALO,WY,-106.71947,44.38122,BSk,1503.84,1009.04,4,283.98,294.07,17.19
BURLINGTON,VT,-73.15,44.47,Dfb,100.61,70.64,3.86,300.91,300.91,46.944
CAGUAS,PR,-66.0352,18.2388,Am,60.79,13.12,NA,60.79,60.79,NA
CARIBOU,ME,-68.01,46.87,Dfb,177.93,111.79,3.28,26.1,34.77,51.407
CASPER,WY,-106.47306,42.8975,BSk,1620.77,926.95,4.6,33.6,643.89,15.557
CEDAR_RAPIDS,IA,-91.72,41.88,Dfa,253.57,799.68,4.54,31.5,31.5,41.217
CHARLESTON,WV,-81.59,38.38,Cfa,276.97,291.98,3.85,37.03,84.34,48.883
CHARLESTON,SC,-80.04,32.9,Cfa,12.32,7.44,2.99,10.57,11.13,52.653
CHARLOTTE,NC,-80.95,35.21,Cfa,212.82,171.57,3.28,48.58,48.58,43.76
CHARLOTTESVILLE,VA,-78.46,38.14,Cfa,187.9,78.4,3.15,86.08,86.08,44.608
CHATTANOOGA,TN,-85.2,35.03,Cfa,206.77,319.87,2.27,37.8,227.01,60.93
CHEYENNE,WY,-104.81,41.16,BSk,1856.13,893.67,4.94,88.37,108.11,16.159
CHICAGO,IL,-87.76,41.78,Dfa,188.14,754.01,2.62,6.53,29.4,47.72
CINCINNATI,OH,-84.42,39.11,Cfa,145.68,489.49,2.84,94.51,115.39,46.983
CLEVELAND,OH,-81.67,41.53,Dfa,173.26,364.92,5.64,101.78,152.62,44.887
CLOVIS,NM,-103.32,34.38,BSk,1303.25,601.39,4.76,62.68,76.9,18.85
COLORADO_SPGS,CO,-104.69,38.81,BSk,1880.21,781.99,3.34,142.48,341.44,17.575
COLUMBIA,SC,-80.99,33.97,Cfa,55.18,99.14,2.17,44.77,95,48.94
COLUMBUS,GA,-84.94,32.52,Cfa,120.54,157.82,2.17,36.67,108.69,54.433
COLUMBUS,OH,-82.88,39.99,Cfa,245.88,395.9,2.96,84.11,94.07,44.104
CONCORD,NH,-71.5,43.2,Dfb,80.33,50.92,2.9,135.88,225.64,48.946
CORAL_BAY,VI,-64.7132,18.348,Am,7.96,0.64,NA,7.96,7.96,NA
CORPUS_CHRISTI,TX,-97.51,27.77,Cfa,12.03,4.77,3.9,13.36,13.36,30.247
CRUZ_BAY,VI,-64.7937,18.3313,Am,5.79,0.56,NA,5.79,5.79,NA
CUMBERLAND,MD,-78.76,39.62,Cfa,228.11,124.76,2.88,98.03,98.03,42.399
DALLAS_FT_WORTH,TX,-96.86,32.85,Cfa,143.89,247.63,2.61,39.55,54.95,41.128
DAYTON,OH,-84.05,39.83,Cfa,246.3,471.71,4.15,48.25,96.25,43.89
DAYTONA_BEACH,FL,-81.07,29.17,Cfa,8.24,6.29,3.2,2.63,9.68,51.145
DENVER,CO,-104.76,39.71,BSk,1702.26,821.65,3.24,121.03,131.04,17.453
DES_MOINES,IA,-93.65,41.53,Dfa,290.3,796.57,4.35,36.53,36.53,41.11
DETROIT,MI,-83.01,42.41,Dfa,190.1,475.54,3.02,13.15,60.07,35.806
DOVER,DE,-75.47,39.13,Cfa,6.05,4.51,2.99,4.65,13.77,50.148
DUBOIS,WY,-109.6903,43.5484,Dfc,2215.57,871.81,5.29,706.56,1485.74,18.72
DULUTH,MN,-92.04,46.72,Dfb,185.05,705.21,4.94,225.2,233.62,31.24
EAU_CLAIRE,WI,-91.49,44.87,Dfb,269.65,813.28,3.92,38.61,52.98,38.125
EL_PASO,TX,-106.38,31.81,BWk,1198.77,393.86,2.61,201.73,201.73,10.062
ELKINS,WV,-79.85,38.89,Dfb,601.41,174.81,2.62,525.75,525.75,51.192
ELKO,NV,-115.78635,40.82404,BSk,1540.51,436.27,2.48,305.78,559.59,11.164
ERIE,PA,-80.18,42.08,Dfb,222.2,306.9,3.73,179.89,216.19,47.43
EUGENE,OR,-123.2144,44.13333,Csb,108.44,58.63,3.35,8.99,190.24,41.205
EVANSVILLE,IN,-87.52,38.04,Cfa,122.75,505.09,3.83,26.45,26.45,53.33
FAIRBANKS,AK,-147.88,64.8,Dfc,130.19,243.11,3.11,120.28,120.28,16.6
FARGO,ND,-96.81,46.93,Dfb,273.31,740.33,4.05,3.27,5.49,24.045
FLAGSTAFF,AZ,-111.6663,35.14433,Csb,2133.27,286.5,3.09,116.57,621.5,21.227
FLINT,MI,-83.75,42.97,Dfb,233.54,539.42,4.2,36.37,76.24,35.454
FLORENCE,SC,-79.73,34.19,Cfa,43.42,63.55,3.25,27.34,30.2,50.24
FORT_SMITH,AR,-94.37,35.33,Cfa,137.51,370.41,2.8,77.55,110.25,53.772
FORT_THOMPSON,SD,-99.4379,44.068600000000004,Dfa,439.44,995.13,3.91,108.98,110.57,23.317
FORT_WAYNE,IN,-85.21,40.97,Dfa,244.67,569.4,4.33,14.99,14.99,40.487
FRESNO,CA,-119.7194,36.78,BSk,102.17,123.02,2.49,23.71,29.8,10.48
GEORGETOWN,DE,-75.36,38.69,Cfa,15.35,12.56,3.87,7.52,9.61,48.52
GLOCESTER,RI,-71.6911,41.9043,Cfb,154.14,21.51,2.57,77,77,51.095
GOODLAND,KS,-101.69,39.37,BSk,1109.21,806.47,4.87,26.11,48.54,19.222
GRAND_FORKS,ND,-97.18,47.95,Dfb,255.24,685.97,4.07,16.83,16.83,24.18
GRAND_JUNCTION,CO,-108.5386,39.13389,BSk,1468.39,630.87,2.3,498.36,498.36,11.306
GRAND_RAPIDS,MI,-85.52,42.88,Dfb,240.67,641.42,3.84,32.36,57.16,42.415
GREAT_FALLS,MT,-111.3822,47.47333,BSk,1117.24,746.83,4.95,102.13,102.13,13.84
GREEN_BAY,WI,-88.14,44.48,Dfb,210.23,668.17,4.16,22.17,83.01,34.51
GREEN_RIVER,UT,-110.1596,38.9956,BWk,1240.77,570.27,1.82,326.58,453.13,10.55
GREENSBORO,NC,-79.94,36.1,Cfa,274.01,179.16,3.45,17.35,37.15,48.205
GREENVILLE,SC,-82.35,34.85,Cfa,311.69,189.89,2.59,44.37,104.84,52.75
GULFPORT,MS,-89.08,30.41,Cfa,4.84,3.6,3.32,27.23,46.3,66.594
GUYMON,OK,-101.51,36.68,BSk,953.31,642.92,4.96,12.52,44.94,20.38
HAGERSTOWN,MD,-77.73,39.71,Cfa,213.11,72.06,2.9,71.39,323.06,44.71
HARRISBURG,PA,-76.86,40.22,Cfa,99.35,65.28,2.75,99.11,99.11,47.319
HARTFORD_SPGFLD,CT,-72.65,41.74,Dfa,4.87,31.34,2.79,41.99,218.55,51.209
HATTIESBURG,MS,-89.26,31.27,Cfa,45.47,61.14,3.11,64.4,69.96,66.94
HELENA,MT,-111.989,46.60445,BSk,1177.75,710.79,3.08,704.95,704.95,13.39
HONOLULU,HI,-157.94,21.33,As,4.25,1.07,3.36,631.19,631.19,32.65
HOPE,AR,-93.5916,33.6671,Cfa,107.52,254.42,2.95,25.3,25.3,56.3
HOULTON,ME,-67.79,46.12,Dfb,147.21,73.87,2.95,44.14,86.59,48.2
HOUSTON,TX,-95.28,29.64,Cfa,12.93,15.72,2.68,9.37,13.38,54.947
HUNTSVILLE,AL,-86.56,34.86,Cfa,229.31,295.22,3.63,24.23,96.22,59.02
INDIANAPOLIS,IN,-86.28,39.73,Cfa,242.72,621.51,3.79,33.51,33.51,47.58
JACKSON,MS,-90.22,32.33,Cfa,93.65,133.82,3.77,25.52,27.39,58.9
JACKSONVILLE,FL,-81.67,30.23,Cfa,2.81,19.56,2.8,11.78,22.81,52.631
JONESBORO,AR,-90.64,35.84,Cfa,77.83,377.28,3.91,27.76,27.76,52.68
JUNEAU,AK,-134.58,58.351,Dfc,3.55,0.75,4.33,220.32,220.32,111.1
KALAOA,HI,-156.05,19.74,Af,9.88,0.93,2.27,625.56,625.56,28.2
KANSAS_CITY,MO,-94.6,39.12,Cfa,226.78,632.31,3.69,91.47,91.47,41.809
KEENE,NH,-72.27,42.9,Dfb,143.47,92.16,2.53,255.04,281.08,49.921
KEY_WEST,FL,-81.76,24.56,Aw,0,0.26,3.75,0,0.46,46.71
KIHEI,HI,-156.445,20.7644,Af,30.1,0.9,2.4,605.34,605.34,12.01
KNOXVILLE,TN,-83.99,35.82,Cfa,300.51,313.1,3.35,41.18,320.53,56.355
LAKE_CHARLES,LA,-93.23,30.13,Cfa,0.28,24.46,3.95,4.16,5.52,63.734
LAKEWOOD,NJ,-74.2097,40.0821,Cfa,15.17,8.41,2.62,21.59,21.59,51.634
LANSING,MI,-84.6,42.78,Dfb,258.08,582.68,4.47,19.85,24.78,37.225
LAS_CRUCES,NM,-106.92,32.29,BWk,1354.42,392.88,3.34,167.65,167.65,10.292
LAS_VEGAS,NV,-115.1939,36.21205,BWk,667.36,254.79,2.96,427.12,530.41,5.272
LAWRENCE,MA,-71.13,42.71,Dfb,25.59,20.05,2.96,30.75,41.46,49.073
LAWTON,OK,-98.42,34.56,Cfa,322.77,405.17,4.48,60.65,66.12,32.23
LEXINGTON,KY,-84.61,38.03,Cfa,276.18,458.97,4.42,29.84,29.84,53.518
LINCOLN,NE,-96.76,40.83,Dfa,350.63,773.56,4.1,58.7,114.32,33.665
LITTLE_ROCK,AR,-92.24,34.73,Cfa,77.55,330.39,2.91,16.99,115.43,57.833
LITTLETON,NH,-71.7701,44.3062,Dfb,250.78,108.1,1.74,348.27,557.64,46.695
LOGAN,UT,-111.85187,41.78652,Dfb,1355.66,701.23,1.91,834.28,964.33,18.536
LOS_ANGELES,CA,-118.2912,34.02355,Csb,53.58,11.76,1.28,77.14,701.73,12.42
LOUISVILLE,KY,-85.74,38.17,Cfa,142.97,514.34,3.59,43.91,130.74,55.34
LUBBOCK,TX,-101.82,33.67,BSk,994.48,493.37,4.38,28.33,37.27,19.41
MACON,GA,-83.65,32.69,Cfa,104.73,174.61,3.31,38.44,38.44,50.555
MADISON,WI,-89.35,43.14,Dfb,260.66,792.3,3.74,32.3,71.61,42.677
MALTA,MT,-107.91934,48.36694,BSk,686.68,985.07,3.74,153.28,153.28,17.013
MASON_CITY,IA,-93.33,43.15,Dfa,363.17,906.34,4.86,32.18,32.18,36.31
MAYAGUEZ,PR,-67.1452,18.2013,Am,3.36,0.48,NA,3.36,3.36,NA
MEDFORD,OR,-122.8769,42.37503,Csb,400.25,95.7,1.27,427.51,569.37,23.75
MEMPHIS,TN,-89.99,35.06,Cfa,74.28,322.47,3.57,25.5,40.85,58.46
MIAMI_BEACH,FL,-80.32,25.79,Am,1.12,6.72,2.05,2.55,2.55,63.521
MIDDLETOWN,CT,-75.6506,41.5623,Dfb,385.43,114.99,3.74,129.16,265.34,48.239
MIDDLETOWN,RI,-71.28,41.53,Cfa,46.63,2.3,3.23,45.03,78.62,44.64
MIDLAND_ODESSA,TX,-102.1,32.04,BSk,851.35,427.18,3.65,31.38,48.11,15.78
MILWAUKEE,WI,-87.9,42.96,Dfb,206.36,732.34,2.96,20.62,46.39,38.44
MISSOULA,MT,-114.092,46.92083,Dfb,974.09,564.06,2.5,809.87,809.87,17.65
MOBILE,AL,-88.06,30.61,Cfa,2.14,0.43,4.61,8.57,62.44,70.55
MONTGOMERY,AL,-86.41,32.3,Cfa,69.07,122.66,3.65,23.4,55.37,55.025
MONTPELIER,VT,-72.57,44.2,Dfb,356.62,106.99,2.94,128.01,128.01,48.844
MORGANTOWN,WV,-79.92,39.65,Cfb,375,195.77,3.58,258.02,264.59,47.945
MPLS_ST_PAUL,MN,-93.23,44.88,Dfa,252.7,830.29,3.75,38.2,39.07,33.409
NASHUA,NH,-71.51,42.78,Dfb,58.21,43.07,2.46,39.44,176.07,49.21
NASHVILLE,TN,-86.69,36.12,Cfa,181.14,381.1,2.72,43.35,43.35,55.805
NEW_CASTLE,DE,-75.61,39.67,Cfa,15.18,1.87,2.87,14.88,106.71,50.796
NEW_ORLEANS,LA,-90.03,30.05,Cfa,1.82,0.83,4.61,2.43,2.82,64.43
NEW_YORK_CITY,NY,-73.97,40.78,Cfa,27.35,1.17,3.62,25.35,29.08,51.562
NEWARK,NJ,-74.17,40.68,Cfa,0.18,1.37,2.98,117.3,125.47,51.695
NEWPORT,VT,-72.24,44.89,Dfb,247.36,95.02,2.33,89.61,358.36,48.303
NORFOLK,NE,-97.44,41.98,Dfa,478.85,859.82,4.87,54.83,54.83,27.35
NORFOLK,VA,-76.3,36.93,Cfa,3.78,0.96,3.04,2.27,2.89,51.56
NORTH_PLATTE,NE,-100.67,41.12,Dfa,841.61,875.08,3.55,87.88,87.88,23.75
OKLAHOMA_CITY,OK,-97.6,35.39,Cfa,390.8,427.04,5.03,24.55,51.46,37.91
OLD_HARBOR,AK,-153.3039,57.2028,Cfc,0.9144,0.68,5.15,222.96,222.96,NA
OLYMPIA,WA,-122.90333,46.97333,Csb,61.03,5.15,3.01,61.03,61.03,59.728
OMAHA,NE,-95.9,41.31,Dfa,298.82,793.97,4.32,43.73,70.08,35.347
ORLANDO,FL,-81.34,28.55,Cfa,31.64,36.14,2.35,20.08,20.08,53.017
PADUCAH,KY,-88.77,37.06,Cfa,121.92,439.22,4.05,18.9,23.13,54.263
PENDLETON,OR,-118.8344,45.69757,Csa,452.64,266.9,2.65,54.46,135.77,12.93
PEORIA,IL,-89.68,40.67,Dfa,199.58,694.72,4.16,40.2,40.76,42.39
PHILADELPHIA,PA,-75.23,39.87,Cfa,1.86,1.07,3.83,78.89,78.89,51.18
PHOENIX,AZ,-112.00346,33.427799,BWh,339.4,170.28,2.02,130.98,130.98,7.846
PITTSBURGH,PA,-79.92,40.36,Cfa,340.46,219.7,2.72,123.73,123.73,46.922
PITTSFIELD,MA,-73.29,42.43,Dfb,341,81.93,3.46,199.49,546.55,51.848
PLAINVILLE,KS,-99.2982,39.2347,Dfa,652.9,717.04,3.65,40.32,116.16,25.786
POCATELLO,ID,-112.4323,42.88987,Dfb,1423.1,707.4,3.13,616.41,616.41,12.5
PONCE,PR,-66.6141,18.0111,Am,15.05,2.69,NA,15.05,15.05,NA
PORTLAND,OR,-122.6091,45.59578,Csb,6.8,56.32,3.86,71.82,207.91,44.707
PORTLAND,ME,-70.3,43.64,Dfb,5.95,0.93,3.16,69.41,69.41,52.7
PRINCEVILLE,HI,-159.4853,22.2236,Af,58.8,0.53,3.4,298.24,576.64,68.233
PROVIDENCE,RI,-71.43,41.72,Cfa,14.34,1.92,2.95,70.02,110.91,51.043
PUEBLO,CO,-104.51,38.29,BSk,1425.33,767.71,3.07,116.1,131.75,14.045
RALEIGH_DURHAM,NC,-78.78,35.89,Cfa,121.16,121.47,3.55,22.44,47.46,50.652
RAPID_CITY,SD,-103.05,44.05,Dfa,977.3,1125.15,4.82,21.7,95.93,22.33
RENO,NV,-119.82,39.546,Csb,1407.95,154.48,2.02,588.06,851.6,11.29
RICHMOND,VA,-77.32,37.51,Cfa,48.12,12.04,3.52,46.03,46.03,48.943
RICHMOND,CA,-122.248,37.8771,Csb,278.37,3.98,2.95,278.37,278.37,23.13
RICHMOND,RI,-71.6708,41.4945,Cfb,37.4,10.07,2.77,87.85,87.85,51.6
ROANOKE,VA,-79.97,37.32,Cfa,353.42,185.75,2.11,287.55,289.47,48.53
ROCHESTER,NY,-77.68,43.12,Dfb,162.44,242.34,4.09,60.13,102.69,38.415
ROCHESTER,MN,-92.49,43.9,Dfb,387.43,897.88,4.83,86.78,86.78,38.02
ROCKFORD,IL,-89.09,42.19,Dfa,220.69,793.59,3.83,51.66,51.66,41.485
RUTLAND,VT,-72.95,43.53,Dfb,239.72,136.44,3.62,417.85,575.87,47.354
SACRAMENTO,CA,-121.4959,38.50674,Csa,6,27.95,2.67,5.37,18.4,19.45
SALEM,OR,-123.0009,44.90493,Csb,63.31,69.09,3.23,44.33,44.33,45.608
SALMON,ID,-113.88333,45.11667,Dfb,1231.31,602.82,1.55,323.76,1407.36,20.1
SALT_LAKE_CITY,UT,-111.965,40.77069,Dfb,1288.42,639.96,2.43,72.71,649.43,18.595
SAN_ANGELO,TX,-100.49,31.35,Cfa,581.05,315.46,4.37,58.05,151.53,23.979
SAN_ANTONIO,TX,-98.58,29.38,Cfa,202.99,127.08,3.1,49.36,105.17,30.99
SAN_DIEGO,CA,-117.183,32.73361,BSk,4.24,0.75,1.15,107.91,293.42,11.056
SAN_FRANCISCO,CA,-122.4269,37.77056,Csb,48.6,2.8,2.48,145.26,273.8,22.07
SAN_JOSE,CA,-121.9241,37.35917,Csb,15.13,10.15,2.16,179.65,650.2,15.807
SAN_JUAN,PR,-66.1057,18.4655,Am,3,0.38,NA,3,3,NA
SANTA_FE,NM,-106.1,35.61,Cfb,1912.58,569.48,3.99,216.81,237.19,13.466
SAVANNAH,GA,-81.15,32.02,Cfa,4.63,7.71,3.2,4.63,4.63,49.097
SEATTLE,WA,-122.31,47.65,Csb,14.22,3.58,2.54,115.58,153.37,42.168
SHREVEPORT,LA,-93.74,32.54,Cfa,52.36,176.26,3.87,14.97,26.98,52.177
SIOUX_CITY,IA,-96.38,42.4,Dfa,333.73,874.08,3.64,37.53,52.74,32.615
SIOUX_FALLS,SD,-96.75,43.58,Dfa,432.43,957.98,4.04,43.23,63.58,32.04
SOMERSET,KY,-84.62,37.05,Cfa,274.62,405.4,3.26,50.29,69.5,60.12
SOUTH_BEND,IN,-86.32,41.71,Dfa,237.7,658.46,3.53,20.05,21.65,40.37
SPOKANE,WA,-117.3202,47.68556,Csb,595.36,336.96,2.61,100.43,141.87,24.29
SPRINGFIELD,IL,-89.68,39.85,Dfa,179.53,638.97,4.1,18.7,18.7,41.511
SPRINGFIELD,MO,-93.39,37.24,Cfa,384.9,501.35,4.91,52.36,52.36,51.777
ST_GEORGE,UT,-113.50561,37.0451,BSk,877.46,365.56,2.06,129.4,541.02,14.6
ST_JOHN,VI,-64.7281,18.3368,Am,315.79,1.3,NA,315.79,315.79,NA
ST_LOUIS,MO,-90.37,38.75,Cfa,162.51,575.94,3.03,29.01,33.47,45.586
ST_PETERSBURG,FL,-82.63,27.77,Cfa,1.26,1.13,2.93,5.97,20.44,56.484
ST_STE_MARIE,MI,-84.36,46.48,Dfb,220.14,390.06,3.92,43.03,43.33,33.81
ST_THOMAS,VI,-64.8941,18.3381,Am,48.82,1.52,NA,48.82,48.82,NA
SYRACUSE,NY,-76.1,43.11,Dfb,123.22,161.72,3.18,34.62,214.56,47.448
TALLAHASSEE,FL,-84.35,30.4,Cfa,18.4,21.63,2.11,27.77,34.89,56.704
TAMPA,FL,-82.54,27.96,Cfa,5.45,1.19,2.32,10.56,16.25,57.627
TOLEDO,OH,-83.48,41.56,Dfa,189.22,474.41,4.24,13.19,15.81,38.6
TOPEKA,KS,-95.63,39.07,Cfa,268.42,638.62,3.99,51.89,77.46,38.64
TORRINGTON,CT,-73.1212,41.8003,Dfb,167.56,37.15,2.33,160.01,167.69,51.641
TRENTON,NJ,-74.82,40.28,Cfa,63.49,22.99,3.74,89.19,89.19,51.302
TUCSON,AZ,-110.95635,32.13153,BSh,777.63,159.27,2.5,77.17,234.61,11.774
TULSA,OK,-95.89,36.2,Cfa,192.13,448.81,2.97,67.25,85.55,43.358
TUPELO,MS,-88.77,34.27,Cfa,104.86,249.02,3.61,29.53,32.2,59.772
W_PALM_BEACH,FL,-80.1,26.69,Af,4.2,4.84,2.33,1.57,1.65,64.269
WACO,TX,-97.23,31.62,Cfa,153.05,198.07,4.21,51.06,67.89,39.09
WASHINGTON,DC,-77.03,38.85,Cfa,-0.67,0.35,4.18,111.6,117.2,48.545
WATERTOWN,SD,-97.15,44.9,Dfa,528.65,879.76,5,23.15,48.63,26.245
WICHITA,KS,-97.43,37.65,Cfa,401.49,569.27,4.34,34.29,34.29,36.441
WICHITA_FALLS,TX,-98.49,33.98,Cfa,303.62,376.12,4.52,16.05,31.77,32.95
WILKES_BARRE,PA,-75.73,41.34,Dfb,281.06,103.22,2.62,202.2,292.62,49.346
WILLISTON,ND,-103.75,48.26,BSk,711.59,944.57,4.82,98.84,147.54,15.735
WILMINGTON,DE,-75.61,39.67,Cfa,15.18,1.87,2.87,14.88,106.71,50.38
WINNEMUCCA,NV,-117.80722,40.90194,BSk,1310.73,320.94,2.66,613.42,613.42,12.261
WORCESTER,MA,-71.87,42.27,Dfb,297.63,45.39,4.01,162.6,183.92,50.936
YAKIMA,WA,-120.5348,46.56402,Csb,320.96,135.32,2.03,326.91,326.91,10.21
YOUNGSTOWN,OH,-80.67,41.25,Dfb,356.86,296.66,3.42,60.92,72.9,46.675
YUMA,AZ,-114.593,32.65944,BWh,64.04,56.25,2.61,27.29,46.15,3.895