text: # Standard library imports
  # /
  
  # Third party imports
  # /
  
  # Local application imports
  from scifin.timeseries.timeseries import build_from_csv
  
  # Build a time series from a CSV file online
  ts1 = build_from_csv(filepath_or_buffer='https://raw.githubusercontent.com/selva86/datasets/master/a10.csv',
                       parse_dates=['date'], index_col='date', unit="Number of sales", name="Sales_TimeSeries")
  
  # Produce a plot with autocorrelation
  ts1.plot_autocorrelation(lag_max=100)
  
  # Compare it with statsmodels acf calculation
  ts1.acf_pacf(lag_max=100)
  
  
  