京公网安备11010802038645号京ICP备20022436号-3京EDI证京B2-20220639区块链京网信备 1101082276223860002X号Data Description
There are 25 independent features and 1 dependent feature in the dataset
| Term | Description |
|---|---|
| userId | Unique number given to each user. |
| tier | Tier of the city in which the user is residing. |
| gender | Categorical feature representing the gender of the user. 1 represents male and 2 represents female. |
| following_rate | Number of accounts followed by the user(feature is normalized) |
| followers_avg_age | Average of age groups of all the followers of the user. |
| following_avg_age | Average of age groups of all the accounts followed by the user. |
| max_repetitive_punc | Maximum repititive punctuations found in the bio and comments of the user. |
| num_of_hashtags_per_action | Average nubmer of hashtags used by the user per comment. |
| emoji_count_per_action | Average number of emojis used by the user per comment. |
| punctuations_per_action | Average number of punctuations used by the user per comment. |
| number_of_words_per_action | Average number of words used by the user per comment. |
| avgCompletion | Average watch time completion rate of the videos. |
| avgTimeSpent | Average time spent by the user on a video in seconds. |
| avgDuration | Average duration of the videos that the user has watched till date. |
| avgComments | Average number of comments per video watched. |
| creations | Total number of videos uploaded by the user. |
| content_views | Total number of videos watched. |
| num_of_comments | Total number of comments made by the user (normalized) |
| weekends_trails_watched_per_day | Number of videos watched on weekends per day. |
| weekdays_trails_watched_per_day | Number of videos watched on weekdays per day. |
| slot1_trails_watched_per_day | The day is divided into 4 slots. This feature represents the average number of videos watched in this particular time slot. |
| slot2_trails_watched_per_day | The day is divided into 4 slots. This feature represents the average number of videos watched in this particular time slot. |
| slot3_trails_watched_per_day | The day is divided into 4 slots. This feature represents the average number of videos watched in this particular time slot. |
| slot4_trails_watched_per_day | data |
| avgt2 | Average number of followers of all the accounts followed by the user. |
| age_group | This is a categorical feature denoting the age of the user. Age of users is divided into 4 groups, 1: <18y; 2: 18-24y; 3: 24-30y; 4: >30y |
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trell social media usage data
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