The function recorded_values() require large server limits, and summaries() does not have a filter option. Although AF analysis in the server solves this problem, it requires some manual operations. Another work around or option is to still use summaries and then filter on the machine speed summary for the seven day period. In this case, the typical machine speed is between 110 m/min and 150 m/min. As such, a seven day average of 5 m/min or 10 m/min is unrealistic, and the other tags can be made zero or NaN using pandas in the final dataframe. This achieves the same result.