TypeError: Only valid with DatetimeIndex, TimedeltaIndex or PeriodIndex, but got an instance of 'Index'
See original GitHub issuePlease have a look I converted the timezone using this code:
import pandas as pd
import matplotlib.pyplot as plt
#2016-10-20 03:43:11+00:00
tweets_df = pd.read_csv('valid_tweets.csv')
tweets_df['Time'] = pd.Index(pd.to_datetime(tweets_df['Time'], utc=True)).tz_localize('UTC').tz_convert('US/Eastern')
tweets_df.to_csv('converted_timezone_tweets.csv', index=False)
Then I used it in this code:
import pandas as pd
import matplotlib.pyplot as plt
time_interval = pd.offsets.Second(10)
fig, ax = plt.subplots(figsize=(6, 3.5))
ax = (
pd.read_csv('converted_timezone_tweets.csv', engine='python', parse_dates=['Time'])
.resample(time_interval, on='Time')['ID']
.count()
.plot.line(ax=ax)
)
plt.show()
I get
https://stackoverflow.com/questions/48389030/pd-read-csv-fails-after-converting-the-timezone
/scratch/sjn/anaconda/bin/python /scratch2/debate_tweets/temporal_analysis.py
Traceback (most recent call last):
File "/scratch2/debate_tweets/temporal_analysis.py", line 11, in <module>
.resample(time_interval, on='Time')['ID']
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/pandas/core/generic.py", line 4729, in resample
base=base, key=on, level=level)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/pandas/core/resample.py", line 969, in resample
return tg._get_resampler(obj, kind=kind)
File "/scratch/sjn/anaconda/lib/python3.6/site-packages/pandas/core/resample.py", line 1091, in _get_resampler
"but got an instance of %r" % type(ax).__name__)
TypeError: Only valid with DatetimeIndex, TimedeltaIndex or PeriodIndex, but got an instance of 'Index'
Process finished with exit code 1
pandas version 0.20.3 and in CentOS 7.
Issue Analytics
- State:
- Created 6 years ago
- Comments:5 (3 by maintainers)
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this is not reproducible and better asked on SO. The message is clear, you don’t have the proper index.
Guessing - you probably have some kind of embedded line break in your data, try the solution here https://github.com/pandas-dev/pandas/issues/11166#issuecomment-142465152 or please make a runnable reproduction in the issue - something I can copy and paste and run - either attach the actual file to the issue, or use
StringIO
with dummy data.