Aggregates data about every user for the last 30 days. Unless otherwise specified, all column descriptions are based on the last 30 days.
Updated every 24 hours
| Column | Type | Description |
|---|---|---|
| fid | INTEGER | User id |
| user_registered_at | TIMESTAMP | Timestamp of account registration |
| user_address | STRING | User's associated Ethereum address |
| user_name | STRING | Username |
| user_pfp | STRING | User's profile picture URL |
| --- | --- | --- |
| follower_num | INTEGER | Number of followers |
| following_num | INTEGER | Number of following |
| --- | --- | --- |
| is_active | BOOLEAN | Any activity in the last 30 days |
| --- | --- | --- |
| casts_all_first | TIMESTAMP | Timestamp of first recorded cast ever |
| casts_all_last | TIMESTAMP | Timestamp of last recorded cast ever |
| casts_all_num | INTEGER | Number of casts (ever) |
| casts_all_del | INTEGER | Number of casts deleted (ever) |
| --- | --- | --- |
| casts30d_active_days | INTEGER | Number of days with some activity |
| casts30d_num | INTEGER | Number of casts |
| casts30d_num_in_channels | INTEGER | Number of casts in channels |
| casts30d_replies | INTEGER | Number of replies |
| casts30d_del | INTEGER | Number of casts deleted |
| casts30d_del_ratio | INTEGER | Ratio of deletions to casts |
| --- | --- | --- |
| channels | STRING | List of channels the user has casted in |
| --- | --- | --- |
| react_out_num | INTEGER | Number of reactions sent |
| react_out_del | INTEGER | Number of reactions deleted |
| react_out_likes | INTEGER | Number of likes sent |
| react_out_recasts | INTEGER | Number of recasts sent |
| react_out_ufids | INTEGER | Number of unique users whom the user has sent reactions to |
| react_out_del_ratio | REAL | Reaction delete ratio |
| --- | --- | --- |
| react_in_num | INTEGER | Number of reactions received |
| react_in_del | INTEGER | Number of reactions received then deleted |
| react_in_likes | INTEGER | Number of likes received |
| react_in_recasts | INTEGER | Number of recasts received |
| react_in_ufids | INTEGER | Number of unique users who reacted to the user |
| --- | --- | --- |
| replies_num | INTEGER | Number of replies received |
| replies_del | INTEGER | Number of replies received then deleted |
| replies_ufids | INTEGER | Number of unique users who replied to the user |
| --- | --- | --- |
| prefs_q_clear | FLOAT | Scores user preference for clear content |
| prefs_q_audience | FLOAT | Scores user preference for clear audience |
| prefs_q_info | FLOAT | Scores user preference for informative casts |
| prefs_q_easy | FLOAT | Scores user preference for easy to understand content |
| prefs_q_verifiable | FLOAT | Scores user preference for verifiable content |
| prefs_q_personal | FLOAT | Scores user preference for personal content |
| prefs_q_funny | FLOAT | Scores user preference for funny content |
| prefs_q_meme_ref | FLOAT | Scores user preference for meme references |
| prefs_q_emo_res | FLOAT | Scores user preference for emotional content |
| prefs_q_happiness | FLOAT | Scores user preference for happy sentiment content |
| prefs_q_curiosity | FLOAT | Scores user preference for content that triggers curiosity |
| prefs_q_aggressivity | FLOAT | Scores user preference for aggressive content |
| prefs_q_surprise | FLOAT | Scores user preference for content with an element of surprise |
| prefs_q_interesting_ask | FLOAT | Scores user preference for content that asks an interesting question |
| prefs_q_call_action | FLOAT | Scores user preference for content that calls to action |
| --- | --- | --- |
| prefs_c_arts | FLOAT | User preference for category: arts |
| prefs_c_business | FLOAT | User preference for category: business |
| prefs_c_crypto | FLOAT | User preference for category: crypto |
| prefs_c_culture | FLOAT | User preference for category: culture |
| prefs_c_misc | FLOAT | User preference for category: misc |
| prefs_c_money | FLOAT | User preference for category: money |
| prefs_c_na | FLOAT | User preference for category: na |
| prefs_c_nature | FLOAT | User preference for category: nature |
| prefs_c_politics | FLOAT | User preference for category: politics |
| prefs_c_sports | FLOAT | User preference for category: sports |
| prefs_c_tech_science | FLOAT | User preference for category: tech_science |
| --- | --- | --- |
| lang_1 | STRING | Primary language |
| lang_2 | STRING | Second language |
| --- | --- | --- |
| keywords | STRING | Top 50 words and frequencies in the user activity, including casts, recasts, likes and replies, weighted the same way as preferences |
| --- | --- | --- |
| time_reply | REAL | Average time to reply in hours |
| time_react | REAL | Average time to react in hours |
| spam_time | REAL | Average time to reply or react in hours |
| spam_daily_casts | REAL | Average number of casts per day |
| spam_delete_ratio | REAL | Ratio of deletes to actions across casts, replies and reactions |
| spam_time_flag | BOOLEAN | Flags accounts where the time between messages is below the 5th percentile |
| spam_daily_casts_flag | BOOLEAN | Flags accounts where messages per day is above the 95th percentile |
| spam_delete_ratio_flag | BOOLEAN | Flags accounts where deletes per day is above the 95th percentile |
| spam_any_flags | INTEGER | Flags accounts where any of the above 3 flags are true |