Yes, Mixpanel provides ways to analyze group events based on properties, including getting frequency distributions of numeric properties. Here are a few relevant methods:
1. Using Insights with Group Analytics:
You can use Mixpanel's Insights report with Group Analytics to analyze events at a group level based on properties. As described in the Group Analytics documentation, you can select a group identifier (such as company ID or account ID) instead of individual users to analyze behavior at a group level.
2. Aggregate Property Values:
In Insights, you can use the "Aggregate Property" measurement to get distributions of numeric properties. According to the Insights documentation, you can select options like Sum, Average, Median, Distinct Count, and Percentiles for numeric properties.
3. Custom Buckets:
For creating custom ranges or buckets of numeric values, you can use the custom buckets feature. The Insights documentation mentions that this is useful for grouping numeric values into ranges, which can help in creating frequency distributions.
4. JQL (JavaScript Query Language):
For more advanced analysis, you can use JQL. The JQL documentation describes the mixpanel.numeric_bucket() function, which can be used to segment events over numeric ranges, including time periods.
To get a specific frequency distribution of a numeric property, you would typically use a combination of these features, such as using the Aggregate Property measurement with a breakdown by the property you're interested in, potentially using custom buckets to group the values into meaningful ranges.
Remember that the exact steps might vary depending on your specific use case and the type of group analysis you're performing.
