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Cleanup

course
anitagraser 2021-02-09 16:55:35 +01:00
rodzic 2443cc1b58
commit 681f1ed934
1 zmienionych plików z 15 dodań i 15 usunięć
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30
notebooks/utils/dataaccess.py
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@ -51,7 +51,7 @@ def get_elevation(point):
def get_airquality_df():
"""
Get data from https://go.gv.at/l9lumesakt
Get pandas.DataFrame of air quality data from https://go.gv.at/l9lumesakt
"""
file = 'lumesakt.csv'
url = 'https://go.gv.at/l9lumesakt'
@ -63,20 +63,20 @@ def get_airquality_df():
df[col] = df[col].str.replace('NE', '')
df[col] = df[col].str.replace('---', '')
df[col] = df[col].apply(pd.to_numeric,errors='coerce')
df.rename(columns={'Unnamed: 0': 'NAME_KURZ'}, inplace=True)
df.rename(columns={'Zeit-LTM': 'time airtemp'}, inplace=True)
df.rename(columns={'LTM': 'airtemp °C'}, inplace=True)
df.rename(columns={'Zeit-Wind': 'time wind'}, inplace=True)
df.rename(columns={'WG': 'windspeed kmh'}, inplace=True)
df.rename(columns={'WR': 'winddirection °'}, inplace=True)
df.rename(columns={'Zeit-RF': 'time humidity'}, inplace=True)
df.rename(columns={'RF': 'relhumidity %'}, inplace=True)
df.rename(columns={'Zeit-NO2': 'time NO2'}, inplace=True)
df.rename(columns={'Zeit-NOX': 'time NOX'}, inplace=True)
df.rename(columns={'Zeit-PM': 'time PM'}, inplace=True)
df.rename(columns={'Zeit-O3': 'time O3'}, inplace=True)
df.rename(columns={'Zeit-SO2': 'time SO2'}, inplace=True)
df.rename(columns={'Zeit-CO': 'time CO'}, inplace=True)
df.rename(columns={'Unnamed: 0': 'NAME_KURZ',
'Zeit-LTM': 'time airtemp',
'LTM': 'airtemp °C',
'Zeit-Wind': 'time wind',
'WG': 'windspeed kmh',
'WR': 'winddirection °',
'Zeit-RF': 'time humidity',
'RF': 'relhumidity %',
'Zeit-NO2': 'time NO2',
'Zeit-NOX': 'time NOX',
'Zeit-PM': 'time PM',
'Zeit-O3': 'time O3',
'Zeit-SO2': 'time SO2',
'Zeit-CO': 'time CO'}, inplace=True)
df.set_index('NAME_KURZ', inplace=True)
return df