Use data analysis tools

Use popular data analysis tools to analyze time series data stored in an InfluxDB database.

pandas

Use the pandas Python data analysis library to analyze and visualize time series data stored in InfluxDB Cloud Dedicated.

...
dataframe = reader.read_pandas()
dataframe = dataframe.set_index('time')
resample = dataframe.resample("1H")
resample['temp'].mean()

PyArrow

Use PyArrow to read and analyze InfluxDB query results.

...
table = client.query(
        '''SELECT *
          FROM home
          WHERE time >= now() - INTERVAL '90 days'
          ORDER BY time'''
      )
table.group_by('room').aggregate([('temp', 'mean')])

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