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In [94]:



    


# Adapted from work by @kbrose
from __future__ import absolute_import, division, print_function, unicode_literals

import numpy as np
import pandas as pd
import matplotlib.pyplot as plt
%matplotlib notebook



    











In [95]:



    


rain_df = pd.read_csv('data/full_ohare_noaa.csv')
rain_df.head()



    


















    






d:\data_science_projects\chicagorain\virtualenvs\nyear-venv\lib\site-packages\IPython\core\interactiveshell.py:2717: DtypeWarning: Columns (8,10,11,12,13,14,15,16,17,18,20,22,23,24,25,26,27,28,29,33,34,37,38,39,40,44,45,59,63,64,67,68,69,70,84,85,86,87) have mixed types. Specify dtype option on import or set low_memory=False.
  interactivity=interactivity, compiler=compiler, result=result)










    
Out[95]:










  
    

      
      STATION
      STATION_NAME
      ELEVATION
      LATITUDE
      LONGITUDE
      DATE
      REPORTTPYE
      HOURLYSKYCONDITIONS
      HOURLYVISIBILITY
      HOURLYPRSENTWEATHERTYPE
      ...
      MonthlyMaxSeaLevelPressureTime
      MonthlyMinSeaLevelPressureValue
      MonthlyMinSeaLevelPressureDate
      MonthlyMinSeaLevelPressureTime
      MonthlyTotalHeatingDegreeDays
      MonthlyTotalCoolingDegreeDays
      MonthlyDeptFromNormalHeatingDD
      MonthlyDeptFromNormalCoolingDD
      MonthlyTotalSeasonToDateHeatingDD
      MonthlyTotalSeasonToDateCoolingDD
    

  
  
    

      0
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      201.8
      41.995
      -87.9336
      1946-10-01 01:00
      SAO
      CLR:00
      1.99
      ||FG:11
      ...
      -9999
      NaN
      -9999
      -9999
      NaN
      NaN
      NaN
      NaN
      NaN
      NaN
    

    

      1
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      201.8
      41.995
      -87.9336
      1946-10-01 02:00
      SAO
      CLR:00
      1.99
      ||FG:11
      ...
      -9999
      NaN
      -9999
      -9999
      NaN
      NaN
      NaN
      NaN
      NaN
      NaN
    

    

      2
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      201.8
      41.995
      -87.9336
      1946-10-01 03:00
      SAO
      CLR:00
      1.99
      ||FG:11
      ...
      -9999
      NaN
      -9999
      -9999
      NaN
      NaN
      NaN
      NaN
      NaN
      NaN
    

    

      3
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      201.8
      41.995
      -87.9336
      1946-10-01 04:00
      SAO
      CLR:00
      2.98
      ||FG:11
      ...
      -9999
      NaN
      -9999
      -9999
      NaN
      NaN
      NaN
      NaN
      NaN
      NaN
    

    

      4
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      201.8
      41.995
      -87.9336
      1946-10-01 05:00
      SAO
      CLR:00
      2.98
      ||FG:11
      ...
      -9999
      NaN
      -9999
      -9999
      NaN
      NaN
      NaN
      NaN
      NaN
      NaN
    

  



5 rows × 90 columns



















In [96]:



    


rain_df.columns.values



    


















    
Out[96]:








array(['STATION', 'STATION_NAME', 'ELEVATION', 'LATITUDE', 'LONGITUDE',
       'DATE', 'REPORTTPYE', 'HOURLYSKYCONDITIONS', 'HOURLYVISIBILITY',
       'HOURLYPRSENTWEATHERTYPE', 'HOURLYDRYBULBTEMPF',
       'HOURLYDRYBULBTEMPC', 'HOURLYWETBULBTEMPF', 'HOURLYWETBULBTEMPC',
       'HOURLYDewPointTempF', 'HOURLYDewPointTempC',
       'HOURLYRelativeHumidity', 'HOURLYWindSpeed', 'HOURLYWindDirection',
       'HOURLYWindGustSpeed', 'HOURLYStationPressure',
       'HOURLYPressureTendency', 'HOURLYPressureChange',
       'HOURLYSeaLevelPressure', 'HOURLYPrecip', 'HOURLYAltimeterSetting',
       'DAILYMaximumDryBulbTemp', 'DAILYMinimumDryBulbTemp',
       'DAILYAverageDryBulbTemp', 'DAILYDeptFromNormalAverageTemp',
       'DAILYAverageRelativeHumidity', 'DAILYAverageDewPointTemp',
       'DAILYAverageWetBulbTemp', 'DAILYHeatingDegreeDays',
       'DAILYCoolingDegreeDays', 'DAILYSunrise', 'DAILYSunset',
       'DAILYWeather', 'DAILYPrecip', 'DAILYSnowfall', 'DAILYSnowDepth',
       'DAILYAverageStationPressure', 'DAILYAverageSeaLevelPressure',
       'DAILYAverageWindSpeed', 'DAILYPeakWindSpeed', 'PeakWindDirection',
       'DAILYSustainedWindSpeed', 'DAILYSustainedWindDirection',
       'MonthlyMaximumTemp', 'MonthlyMinimumTemp', 'MonthlyMeanTemp',
       'MonthlyAverageRH', 'MonthlyDewpointTemp', 'MonthlyWetBulbTemp',
       'MonthlyAvgHeatingDegreeDays', 'MonthlyAvgCoolingDegreeDays',
       'MonthlyStationPressure', 'MonthlySeaLevelPressure',
       'MonthlyAverageWindSpeed', 'MonthlyTotalSnowfall',
       'MonthlyDeptFromNormalMaximumTemp',
       'MonthlyDeptFromNormalMinimumTemp',
       'MonthlyDeptFromNormalAverageTemp', 'MonthlyDeptFromNormalPrecip',
       'MonthlyTotalLiquidPrecip', 'MonthlyGreatestPrecip',
       'MonthlyGreatestPrecipDate', 'MonthlyGreatestSnowfall',
       'MonthlyGreatestSnowfallDate', 'MonthlyGreatestSnowDepth',
       'MonthlyGreatestSnowDepthDate', 'MonthlyDaysWithGT90Temp',
       'MonthlyDaysWithLT32Temp', 'MonthlyDaysWithGT32Temp',
       'MonthlyDaysWithLT0Temp', 'MonthlyDaysWithGT001Precip',
       'MonthlyDaysWithGT010Precip', 'MonthlyDaysWithGT1Snow',
       'MonthlyMaxSeaLevelPressureValue', 'MonthlyMaxSeaLevelPressureDate',
       'MonthlyMaxSeaLevelPressureTime', 'MonthlyMinSeaLevelPressureValue',
       'MonthlyMinSeaLevelPressureDate', 'MonthlyMinSeaLevelPressureTime',
       'MonthlyTotalHeatingDegreeDays', 'MonthlyTotalCoolingDegreeDays',
       'MonthlyDeptFromNormalHeatingDD', 'MonthlyDeptFromNormalCoolingDD',
       'MonthlyTotalSeasonToDateHeatingDD',
       'MonthlyTotalSeasonToDateCoolingDD'], dtype=object)

















In [97]:



    


ohare_rain_df = rain_df[['STATION', 'STATION_NAME', 'DATE', 'HOURLYPrecip']]
ohare_rain_df['datetime'] = pd.to_datetime(ohare_rain_df['DATE'])
ohare_rain_df = ohare_rain_df.set_index(pd.DatetimeIndex(ohare_rain_df['datetime']))
ohare_rain_df.head()



    


















    






d:\data_science_projects\chicagorain\virtualenvs\nyear-venv\lib\site-packages\ipykernel\__main__.py:2: SettingWithCopyWarning: 
A value is trying to be set on a copy of a slice from a DataFrame.
Try using .loc[row_indexer,col_indexer] = value instead

See the caveats in the documentation: http://pandas.pydata.org/pandas-docs/stable/indexing.html#indexing-view-versus-copy
  from ipykernel import kernelapp as app










    
Out[97]:










  
    

      
      STATION
      STATION_NAME
      DATE
      HOURLYPrecip
      datetime
    

  
  
    

      1946-10-01 01:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1946-10-01 01:00
      NaN
      1946-10-01 01:00:00
    

    

      1946-10-01 02:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1946-10-01 02:00
      NaN
      1946-10-01 02:00:00
    

    

      1946-10-01 03:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1946-10-01 03:00
      NaN
      1946-10-01 03:00:00
    

    

      1946-10-01 04:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1946-10-01 04:00
      NaN
      1946-10-01 04:00:00
    

    

      1946-10-01 05:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1946-10-01 05:00
      NaN
      1946-10-01 05:00:00
    

  




















In [98]:



    


# There is no hourly precipitation data before 1970.
ohare_rain_df = ohare_rain_df['19700101':]
ohare_rain_df.head()



    


















    
Out[98]:










  
    

      
      STATION
      STATION_NAME
      DATE
      HOURLYPrecip
      datetime
    

  
  
    

      1970-01-01 03:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1970-01-01 03:00
      0
      1970-01-01 03:00:00
    

    

      1970-01-01 06:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1970-01-01 06:00
      0
      1970-01-01 06:00:00
    

    

      1970-01-01 09:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1970-01-01 09:00
      0.01
      1970-01-01 09:00:00
    

    

      1970-01-01 12:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1970-01-01 12:00
      0
      1970-01-01 12:00:00
    

    

      1970-01-01 15:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1970-01-01 15:00
      0
      1970-01-01 15:00:00
    

  




















In [99]:



    


# Some of the hourly precipitation values are not actually numbers
def find_bad_values():
    dates_with_bad_precip = []
    for index, row in ohare_rain_df.iterrows():
        try:
            float(row['HOURLYPrecip'])
        except:
            dates_with_bad_precip.append(str(row.datetime))
    return dates_with_bad_precip
ohare_rain_df[ohare_rain_df.index.isin(find_bad_values())]



    


















    
Out[99]:










  
    

      
      STATION
      STATION_NAME
      DATE
      HOURLYPrecip
      datetime
    

  
  
    

      1973-01-03 14:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-01-03 14:00
      0.09s
      1973-01-03 14:00:00
    

    

      1973-01-03 15:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-01-03 15:00
      0.26s
      1973-01-03 15:00:00
    

    

      1973-01-03 16:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-01-03 16:00
      0.16s
      1973-01-03 16:00:00
    

    

      1973-01-03 17:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-01-03 17:00
      0.06s
      1973-01-03 17:00:00
    

    

      1973-01-03 18:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-01-03 18:00
      0.01s
      1973-01-03 18:00:00
    

    

      1973-01-03 19:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-01-03 19:00
      0.01s
      1973-01-03 19:00:00
    

    

      1973-01-03 20:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-01-03 20:00
      0.01s
      1973-01-03 20:00:00
    

    

      1973-01-03 21:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-01-03 21:00
      0.01s
      1973-01-03 21:00:00
    

    

      1973-01-03 22:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-01-03 22:00
      0.01s
      1973-01-03 22:00:00
    

    

      1973-01-19 00:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-01-19 00:00
      0.01s
      1973-01-19 00:00:00
    

    

      1973-03-03 02:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-03-03 02:00
      0.01s
      1973-03-03 02:00:00
    

    

      1973-03-05 00:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-03-05 00:00
      0.01s
      1973-03-05 00:00:00
    

    

      1973-03-09 09:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-03-09 09:00
      0.01s
      1973-03-09 09:00:00
    

    

      1973-03-10 18:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-03-10 18:00
      0.09s
      1973-03-10 18:00:00
    

    

      1973-03-16 18:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-03-16 18:00
      0.01s
      1973-03-16 18:00:00
    

    

      1973-03-31 21:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-03-31 21:00
      0.16s
      1973-03-31 21:00:00
    

    

      1973-04-09 03:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-04-09 03:00
      0.04s
      1973-04-09 03:00:00
    

    

      1973-04-11 18:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-04-11 18:00
      0.01s
      1973-04-11 18:00:00
    

    

      1973-04-29 03:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-04-29 03:00
      0.01s
      1973-04-29 03:00:00
    

    

      1973-05-14 06:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-05-14 06:00
      0.13s
      1973-05-14 06:00:00
    

    

      1973-05-22 03:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-05-22 03:00
      0.01s
      1973-05-22 03:00:00
    

    

      1973-05-29 21:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-05-29 21:00
      0.01s
      1973-05-29 21:00:00
    

    

      1973-06-05 09:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-06-05 09:00
      0.01s
      1973-06-05 09:00:00
    

    

      1973-06-05 15:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-06-05 15:00
      0.17s
      1973-06-05 15:00:00
    

    

      1973-06-23 12:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-06-23 12:00
      0.05s
      1973-06-23 12:00:00
    

    

      1973-06-27 21:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-06-27 21:00
      0.32s
      1973-06-27 21:00:00
    

    

      1973-08-14 03:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-08-14 03:00
      0.01s
      1973-08-14 03:00:00
    

    

      1973-08-23 21:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-08-23 21:00
      0.01s
      1973-08-23 21:00:00
    

    

      1973-09-16 12:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-09-16 12:00
      0.01s
      1973-09-16 12:00:00
    

    

      1973-09-24 18:00:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      1973-09-24 18:00
      0.26s
      1973-09-24 18:00:00
    

    

      ...
      ...
      ...
      ...
      ...
      ...
    

    

      2016-08-13 01:47:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-13 01:47
      T
      2016-08-13 01:47:00
    

    

      2016-08-13 01:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-13 01:51
      T
      2016-08-13 01:51:00
    

    

      2016-08-13 02:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-13 02:51
      T
      2016-08-13 02:51:00
    

    

      2016-08-15 23:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-15 23:51
      T
      2016-08-15 23:51:00
    

    

      2016-08-16 00:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-16 00:51
      T
      2016-08-16 00:51:00
    

    

      2016-08-16 01:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-16 01:51
      T
      2016-08-16 01:51:00
    

    

      2016-08-16 02:17:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-16 02:17
      T
      2016-08-16 02:17:00
    

    

      2016-08-16 02:40:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-16 02:40
      T
      2016-08-16 02:40:00
    

    

      2016-08-17 15:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-17 15:51
      T
      2016-08-17 15:51:00
    

    

      2016-08-18 05:03:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-18 05:03
      T
      2016-08-18 05:03:00
    

    

      2016-08-18 06:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-18 06:51
      T
      2016-08-18 06:51:00
    

    

      2016-08-18 23:07:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-18 23:07
      T
      2016-08-18 23:07:00
    

    

      2016-08-19 02:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-19 02:51
      T
      2016-08-19 02:51:00
    

    

      2016-08-19 08:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-19 08:51
      0.04s
      2016-08-19 08:51:00
    

    

      2016-08-20 08:40:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-20 08:40
      T
      2016-08-20 08:40:00
    

    

      2016-08-20 08:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-20 08:51
      T
      2016-08-20 08:51:00
    

    

      2016-08-20 09:18:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-20 09:18
      T
      2016-08-20 09:18:00
    

    

      2016-08-20 09:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-20 09:51
      T
      2016-08-20 09:51:00
    

    

      2016-08-20 11:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-20 11:51
      T
      2016-08-20 11:51:00
    

    

      2016-08-20 12:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-20 12:51
      T
      2016-08-20 12:51:00
    

    

      2016-08-20 16:29:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-20 16:29
      T
      2016-08-20 16:29:00
    

    

      2016-08-24 06:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-24 06:51
      T
      2016-08-24 06:51:00
    

    

      2016-08-24 08:58:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-24 08:58
      T
      2016-08-24 08:58:00
    

    

      2016-08-24 23:44:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-24 23:44
      T
      2016-08-24 23:44:00
    

    

      2016-08-24 23:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-24 23:51
      0.04s
      2016-08-24 23:51:00
    

    

      2016-08-25 03:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-25 03:51
      T
      2016-08-25 03:51:00
    

    

      2016-08-26 23:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-26 23:51
      T
      2016-08-26 23:51:00
    

    

      2016-08-27 00:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-27 00:51
      T
      2016-08-27 00:51:00
    

    

      2016-08-27 08:39:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-27 08:39
      T
      2016-08-27 08:39:00
    

    

      2016-08-27 08:51:00
      WBAN:94846
      CHICAGO OHARE INTERNATIONAL AIRPORT IL US
      2016-08-27 08:51
      T
      2016-08-27 08:51:00
    

  



23574 rows × 5 columns



















In [100]:



    


# Some of the Hourly precipition values have a value of T, which means Trace.  This should be 0.
# Some have a number followed by 's'.  We still need to figure out what this means.  (A GitHub issue opened).  For now,
# we will set these to 0 as well
ohare_rain_df.loc[ohare_rain_df.index.isin(find_bad_values()), 'HOURLYPrecip'] = 0.0
ohare_rain_df[ohare_rain_df.index.isin(find_bad_values())]



    


















    
Out[100]:










  
    

      
      STATION
      STATION_NAME
      DATE
      HOURLYPrecip
      datetime
    

  
  
  




















In [101]:



    


# Write CSV file
ohare_rain_df.to_csv('data/ohare_hourly_20160929.csv', index=False)



    











In [ ]:

Content source: NORCatUofC/rain

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