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    • Simple and powerful data analytics for everyone. Import, explore, share and collaborate with ease.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                Tably
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                                                                                                                                                                                                                                                                                                                                                                                                                                                Simple and powerful data analytics for everyone. Import, explore, share and collaborate with ease.
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                                                                                                                                                                                                                                                                                                                                                                                                                                                RSS
                                                                                                                                                                                                                                                                                                                                                                                                                                                S3
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                                                                                                                                                                                                                                                                                                                                                                                                                                                SAP Fieldglass
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                                                                                                                                                                                                                                                                                                                                                                                                                                                A Trillion-Dollar Problem [draft]

                                                                                                                                                                                                                                                                                                                                                                                                                                              PostHog


                                                                                                                                                                                                                                                                                                                                                                                                                                              Most active users

                                                                                                                                                                                                                                                                                                                                                                                                                                              We want to find who are our most active users and how long they have been visiting Tably. To find our most active users, we can find users with the most events per sessions.

                                                                                                                                                                                                                                                                                                                                                                                                                                              Extract data from properties

                                                                                                                                                                                                                                                                                                                                                                                                                                              We can use the "JSON Extract" step to retrieve values from a JSON object.


                                                                                                                                                                                                                                                                                                                                                                                                                                              We will duplicate the timestamp column. So that we can use one column to find the earliest and another to find the latest date user visited us.


                                                                                                                                                                                                                                                                                                                                                                                                                                              We can group this data by distinct_id which is unique for each user and add different aggregations for the other columns for each value.

                                                                                                                                                                                                                                                                                                                                                                                                                                              We can use the "Max" and "Min" aggregations to find the earliest and latest timestamps and we can use the "Unique count" aggregation to measure how many total sessions a user has.


                                                                                                                                                                                                                                                                                                                                                                                                                                              Calculate events per session


                                                                                                                                                                                                                                                                                                                                                                                                                                              Select top 20 users by number of events per session




                                                                                                                                                                                                                                                                                                                                                                                                                                              Dashboard


                                                                                                                                                                                                                                                                                                                                                                                                                                              Top 20 users by files uploaded

                                                                                                                                                                                                                                                                                                                                                                                                                                              Let's get rid of columns we don't need for analysis, so that we are not distracted by useless information. Type / and click on the "Select" command.


                                                                                                                                                                                                                                                                                                                                                                                                                                              Filter upload events

                                                                                                                                                                                                                                                                                                                                                                                                                                              In order to filter out everything except a specific event, hover over the column summary (the interactive bar chart) and click on the bar that represents upload_file.


                                                                                                                                                                                                                                                                                                                                                                                                                                              Calculate files per user

                                                                                                                                                                                                                                                                                                                                                                                                                                              We now need to group our table by unique distinct_id. There are two icons next to column name, one for grouping and another for sorting. Click on the group icon.


                                                                                                                                                                                                                                                                                                                                                                                                                                              Select top 20 users by file count

                                                                                                                                                                                                                                                                                                                                                                                                                                              Click on sort button and make sure that we are sorting in descending order.



                                                                                                                                                                                                                                                                                                                                                                                                                                              Let's select 20 users with the highest uploads. Type / and click on the "Top" command.


                                                                                                                                                                                                                                                                                                                                                                                                                                              Dashboard

                                                                                                                                                                                                                                                                                                                                                                                                                                              Let's chart the top 20 users to visualise them. Type / and click on the "Chart" command.



                                                                                                                                                                                                                                                                                                                                                                                                                                              PostHog

                                                                                                                                                                                                                                                                                                                                                                                                                                              PostHog

                                                                                                                                                                                                                                                                                                                                                                                                                                              Loading…

                                                                                                                                                                                                                                                                                                                                                                                                                                              Most active users

                                                                                                                                                                                                                                                                                                                                                                                                                                              We want to find who are our most active users and how long they have been visiting Tably. To find our most active users, we can find users with the most events per sessions.

                                                                                                                                                                                                                                                                                                                                                                                                                                              Extract data from properties

                                                                                                                                                                                                                                                                                                                                                                                                                                              We can use the "JSON Extract" step to retrieve values from a JSON object.

                                                                                                                                                                                                                                                                                                                                                                                                                                              JSON Extract

                                                                                                                                                                                                                                                                                                                                                                                                                                              $session_id
                                                                                                                                                                                                                                                                                                                                                                                                                                              | column
                                                                                                                                                                                                                                                                                                                                                                                                                                              Session ID

                                                                                                                                                                                                                                                                                                                                                                                                                                              We will duplicate the timestamp column. So that we can use one column to find the earliest and another to find the latest date user visited us.

                                                                                                                                                                                                                                                                                                                                                                                                                                              Formula

                                                                                                                                                                                                                                                                                                                                                                                                                                              | column
                                                                                                                                                                                                                                                                                                                                                                                                                                              timestamp (copy)

                                                                                                                                                                                                                                                                                                                                                                                                                                              We can group this data by distinct_id which is unique for each user and add different aggregations for the other columns for each value.

                                                                                                                                                                                                                                                                                                                                                                                                                                              We can use the "Max" and "Min" aggregations to find the earliest and latest timestamps and we can use the "Unique count" aggregation to measure how many total sessions a user has.

                                                                                                                                                                                                                                                                                                                                                                                                                                              Group

                                                                                                                                                                                                                                                                                                                                                                                                                                              by
                                                                                                                                                                                                                                                                                                                                                                                                                                              | and aggregate
                                                                                                                                                                                                                                                                                                                                                                                                                                              and
                                                                                                                                                                                                                                                                                                                                                                                                                                              as
                                                                                                                                                                                                                                                                                                                                                                                                                                              and
                                                                                                                                                                                                                                                                                                                                                                                                                                              as
                                                                                                                                                                                                                                                                                                                                                                                                                                              and
                                                                                                                                                                                                                                                                                                                                                                                                                                              as

                                                                                                                                                                                                                                                                                                                                                                                                                                              Calculate events per session

                                                                                                                                                                                                                                                                                                                                                                                                                                              Formula

                                                                                                                                                                                                                                                                                                                                                                                                                                              | column
                                                                                                                                                                                                                                                                                                                                                                                                                                              Events per Session

                                                                                                                                                                                                                                                                                                                                                                                                                                              Select top 20 users by number of events per session

                                                                                                                                                                                                                                                                                                                                                                                                                                              Sort

                                                                                                                                                                                                                                                                                                                                                                                                                                              inorder

                                                                                                                                                                                                                                                                                                                                                                                                                                              Top

                                                                                                                                                                                                                                                                                                                                                                                                                                              20
                                                                                                                                                                                                                                                                                                                                                                                                                                              rows

                                                                                                                                                                                                                                                                                                                                                                                                                                              Select columns

                                                                                                                                                                                                                                                                                                                                                                                                                                              Dashboard

                                                                                                                                                                                                                                                                                                                                                                                                                                              Chart

                                                                                                                                                                                                                                                                                                                                                                                                                                              onandwith color
                                                                                                                                                                                                                                                                                                                                                                                                                                              Loading…

                                                                                                                                                                                                                                                                                                                                                                                                                                              Top 20 users by files uploaded

                                                                                                                                                                                                                                                                                                                                                                                                                                              Let's get rid of columns we don't need for analysis, so that we are not distracted by useless information. Type / and click on the "Select" command.

                                                                                                                                                                                                                                                                                                                                                                                                                                              Select columns

                                                                                                                                                                                                                                                                                                                                                                                                                                              Filter upload events

                                                                                                                                                                                                                                                                                                                                                                                                                                              In order to filter out everything except a specific event, hover over the column summary (the interactive bar chart) and click on the bar that represents upload_file.

                                                                                                                                                                                                                                                                                                                                                                                                                                              Filter

                                                                                                                                                                                                                                                                                                                                                                                                                                              where
                                                                                                                                                                                                                                                                                                                                                                                                                                              upload_file

                                                                                                                                                                                                                                                                                                                                                                                                                                              Calculate files per user

                                                                                                                                                                                                                                                                                                                                                                                                                                              We now need to group our table by unique distinct_id. There are two icons next to column name, one for grouping and another for sorting. Click on the group icon.

                                                                                                                                                                                                                                                                                                                                                                                                                                              Group

                                                                                                                                                                                                                                                                                                                                                                                                                                              by
                                                                                                                                                                                                                                                                                                                                                                                                                                              | and aggregate
                                                                                                                                                                                                                                                                                                                                                                                                                                              Number of File Uploads
                                                                                                                                                                                                                                                                                                                                                                                                                                              as count

                                                                                                                                                                                                                                                                                                                                                                                                                                              Select top 20 users by file count

                                                                                                                                                                                                                                                                                                                                                                                                                                              Click on sort button and make sure that we are sorting in descending order.

                                                                                                                                                                                                                                                                                                                                                                                                                                              Sort

                                                                                                                                                                                                                                                                                                                                                                                                                                              inorder

                                                                                                                                                                                                                                                                                                                                                                                                                                              Select columns

                                                                                                                                                                                                                                                                                                                                                                                                                                              Let's select 20 users with the highest uploads. Type / and click on the "Top" command.

                                                                                                                                                                                                                                                                                                                                                                                                                                              Top

                                                                                                                                                                                                                                                                                                                                                                                                                                              20
                                                                                                                                                                                                                                                                                                                                                                                                                                              rows
                                                                                                                                                                                                                                                                                                                                                                                                                                              Loading…

                                                                                                                                                                                                                                                                                                                                                                                                                                              Dashboard

                                                                                                                                                                                                                                                                                                                                                                                                                                              Let's chart the top 20 users to visualise them. Type / and click on the "Chart" command.

                                                                                                                                                                                                                                                                                                                                                                                                                                              Chart

                                                                                                                                                                                                                                                                                                                                                                                                                                              onandwith color
                                                                                                                                                                                                                                                                                                                                                                                                                                              Loading…


                                                                                                                                                                                                                                                                                                                                                                                                                                              Tably⚡Quick templatesPostHog