idx
int64 0
99
| user_id
int64 1k
1.02k
| platform
stringlengths 2
13
| content_type
stringclasses 17
values | engagement_duration
int64 5
400
| clicks
int64 0
45
| likes
int64 0
50
| shares
int64 0
25
| comments
int64 0
100
| post_type
stringlengths 3
24
| label
stringclasses 3
values |
|---|---|---|---|---|---|---|---|---|---|---|
0 | 1,001 | Facebook | Image | 120 | 5 | 2 | 1 | 3 | Promotional | High Engagement |
1 | 1,002 | Twitter | Video | 300 | 20 | 5 | 3 | 10 | Entertainment | Moderate Engagement |
2 | 1,003 | Instagram | Post | 45 | 15 | 10 | 2 | 5 | Lifestyle | High Engagement |
3 | 1,004 | LinkedIn | Article | 60 | 2 | 1 | 0 | 0 | Professional | Low Engagement |
4 | 1,005 | YouTube | Video | 250 | 25 | 15 | 5 | 20 | Entertainment | High Engagement |
5 | 1,006 | Facebook | Video | 240 | 25 | 10 | 8 | 12 | Entertainment | High Engagement |
6 | 1,006 | Facebook | Post | 90 | 10 | 5 | 2 | 4 | Local News | Moderate Engagement |
7 | 1,006 | Facebook | Image | 10 | 0 | 0 | 0 | 0 | Informative | Low Engagement |
8 | 1,006 | Facebook | Image | 200 | 10 | 25 | 5 | 15 | Advertisement | High Engagement |
9 | 1,010 | Twitter | Image | 90 | 7 | 3 | 1 | 4 | News | Moderate Engagement |
10 | 1,006 | Facebook | Image | 45 | 2 | 0 | 0 | 1 | Promotional | Low Engagement |
11 | 1,006 | Snapchat | Story | 30 | 30 | 5 | 2 | 15 | Travel | High Engagement |
12 | 1,006 | Pinterest | Image | 220 | 8 | 4 | 1 | 6 | DIY | Moderate Engagement |
13 | 1,006 | Pinterest | Pin | 10 | 1 | 0 | 0 | 0 | DIY | Low Engagement |
14 | 1,006 | TikTok | Video | 350 | 30 | 25 | 10 | 15 | Dance Challenge | High Engagement |
15 | 1,007 | Twitter | Image | 90 | 10 | 3 | 1 | 5 | Lifestyle | High Engagement |
16 | 1,007 | Twitter | Image | 180 | 8 | 1 | 1 | 5 | Sports | Moderate Engagement |
17 | 1,007 | Twitter | Video | 100 | 1 | 0 | 0 | 0 | News | Low Engagement |
18 | 1,007 | Instagram | Post | 300 | 22 | 30 | 8 | 12 | Lifestyle | High Engagement |
19 | 1,011 | LinkedIn | Article | 120 | 12 | 4 | 2 | 3 | Education | Moderate Engagement |
20 | 1,007 | Twitter | Image | 30 | 3 | 1 | 0 | 0 | Promotional | Low Engagement |
21 | 1,007 | TikTok | Video | 210 | 25 | 30 | 10 | 40 | Challenge | High Engagement |
22 | 1,007 | Reddit | Article | 90 | 15 | 0 | 1 | 3 | News | Moderate Engagement |
23 | 1,007 | Reddit | Post | 20 | 3 | 1 | 1 | 0 | Tutorial | Low Engagement |
24 | 1,007 | Reddit | Thread | 150 | 10 | 2 | 5 | 20 | Community Discussion | High Engagement |
25 | 1,008 | Instagram | Post | 130 | 18 | 20 | 4 | 15 | Beauty | High Engagement |
26 | 1,008 | Instagram | Video | 160 | 12 | 3 | 3 | 6 | Food | Moderate Engagement |
27 | 1,008 | Instagram | Post | 20 | 5 | 1 | 0 | 0 | Travel | Low Engagement |
28 | 1,008 | Twitter | Image | 250 | 18 | 28 | 6 | 10 | Trending Topic | High Engagement |
29 | 1,012 | Facebook | Video | 200 | 18 | 6 | 2 | 12 | Entertainment | Moderate Engagement |
30 | 1,008 | Instagram | Video | 60 | 5 | 0 | 0 | 0 | Entertainment | Low Engagement |
31 | 1,008 | Reddit | Post | 150 | 10 | 20 | 5 | 25 | News | High Engagement |
32 | 1,008 | Snapchat | Story | 180 | 25 | 10 | 0 | 15 | Trending | Moderate Engagement |
33 | 1,008 | Snapchat | Story | 15 | 0 | 0 | 0 | 1 | Event | Low Engagement |
34 | 1,008 | WhatsApp | Group | 400 | 45 | 30 | 25 | 15 | Event Planning | High Engagement |
35 | 1,009 | LinkedIn | Article | 85 | 5 | 2 | 0 | 0 | Professional | Low Engagement |
36 | 1,009 | LinkedIn | Article | 55 | 1 | 0 | 0 | 0 | Education | Moderate Engagement |
37 | 1,009 | LinkedIn | Article | 50 | 1 | 0 | 0 | 0 | Professional | Low Engagement |
38 | 1,009 | YouTube | Video | 400 | 30 | 50 | 15 | 35 | How-To Guide | High Engagement |
39 | 1,013 | YouTube | Video | 180 | 20 | 8 | 1 | 8 | Lifestyle | Moderate Engagement |
40 | 1,009 | LinkedIn | Article | 55 | 1 | 0 | 0 | 0 | Professional | Low Engagement |
41 | 1,009 | Clubhouse | Podcast | 60 | 5 | 2 | 0 | 5 | Discussion | High Engagement |
42 | 1,009 | Vimeo | Video | 360 | 12 | 18 | 0 | 8 | Educational | Moderate Engagement |
43 | 1,009 | Tumblr | Post | 25 | 4 | 2 | 0 | 0 | Travel | Low Engagement |
44 | 1,009 | Snapchat | Story | 200 | 35 | 20 | 10 | 10 | Advertisement | High Engagement |
45 | 1,010 | YouTube | Video | 320 | 30 | 18 | 10 | 25 | Entertainment | High Engagement |
46 | 1,010 | YouTube | Music | 220 | 20 | 0 | 1 | 3 | Entertainment | Moderate Engagement |
47 | 1,010 | YouTube | Video | 75 | 3 | 0 | 0 | 0 | How-to | Low Engagement |
48 | 1,010 | LinkedIn | Article | 100 | 5 | 20 | 3 | 5 | Industry News | High Engagement |
49 | 1,014 | Instagram | Post | 60 | 10 | 7 | 0 | 3 | Beauty | Moderate Engagement |
50 | 1,010 | YouTube | Video | 100 | 10 | 0 | 0 | 0 | Entertainment | Low Engagement |
51 | 1,010 | Pinterest | Image | 100 | 15 | 25 | 2 | 30 | DIY | High Engagement |
52 | 1,010 | TikTok | Video | 150 | 30 | 5 | 0 | 25 | Comedy | Moderate Engagement |
53 | 1,010 | WeChat | Message | 5 | 1 | 0 | 0 | 0 | News | Low Engagement |
54 | 1,010 | Clubhouse | Audio | 250 | 5 | 10 | 0 | 0 | Live Podcast | High Engagement |
55 | 1,011 | Facebook | Video | 210 | 22 | 11 | 7 | 13 | Entertainment | High Engagement |
56 | 1,011 | Facebook | Video | 210 | 10 | 2 | 4 | 7 | Travel | Moderate Engagement |
57 | 1,011 | Twitter | Image | 15 | 0 | 0 | 0 | 0 | Promotional | Low Engagement |
58 | 1,011 | Facebook | Video | 350 | 25 | 35 | 10 | 20 | Entertainment | High Engagement |
59 | 1,015 | Pinterest | Image | 150 | 22 | 4 | 1 | 5 | DIY | Moderate Engagement |
60 | 1,011 | Facebook | Image | 25 | 1 | 0 | 0 | 0 | Promotional | Low Engagement |
61 | 1,011 | Vimeo | Video | 200 | 30 | 15 | 5 | 25 | Documentary | High Engagement |
62 | 1,011 | Twitch | Live Stream | 400 | 0 | 0 | 20 | 100 | Gaming | Moderate Engagement |
63 | 1,011 | WhatsApp | Group | 30 | 0 | 0 | 0 | 1 | Event | Low Engagement |
64 | 1,011 | Pinterest | Board | 180 | 15 | 12 | 5 | 8 | DIY Projects | High Engagement |
65 | 1,012 | Twitter | Image | 75 | 7 | 2 | 1 | 4 | Lifestyle | High Engagement |
66 | 1,012 | Twitter | Image | 130 | 6 | 2 | 2 | 8 | Lifestyle | Moderate Engagement |
67 | 1,012 | Facebook | Video | 5 | 0 | 0 | 0 | 0 | Entertainment | Low Engagement |
68 | 1,012 | Instagram | Image | 220 | 12 | 30 | 7 | 18 | Beauty | High Engagement |
69 | 1,016 | TikTok | Video | 100 | 25 | 10 | 1 | 5 | Challenge | Moderate Engagement |
70 | 1,012 | Twitter | Video | 40 | 2 | 0 | 0 | 0 | Entertainment | Low Engagement |
71 | 1,012 | Telegram | Message | 90 | 10 | 5 | 0 | 10 | Group | High Engagement |
72 | 1,012 | Tumblr | Post | 120 | 10 | 3 | 2 | 5 | Music | Moderate Engagement |
73 | 1,012 | VK | Post | 12 | 2 | 0 | 0 | 0 | Entertainment | Low Engagement |
74 | 1,012 | WeChat | Group | 320 | 28 | 18 | 20 | 12 | Flash Sale | High Engagement |
75 | 1,013 | Instagram | Post | 160 | 20 | 25 | 5 | 20 | Fashion | High Engagement |
76 | 1,013 | Instagram | Post | 110 | 9 | 3 | 1 | 5 | Health & Fitness | Moderate Engagement |
77 | 1,013 | Instagram | Post | 25 | 2 | 0 | 0 | 0 | Fashion | Low Engagement |
78 | 1,013 | Twitter | Post | 180 | 10 | 25 | 5 | 8 | Event Announcement | High Engagement |
79 | 1,017 | Reddit | Article | 110 | 8 | 5 | 1 | 10 | Discussion | Moderate Engagement |
80 | 1,013 | Instagram | Post | 50 | 3 | 0 | 0 | 0 | Lifestyle | Low Engagement |
81 | 1,013 | Discord | Voice | 240 | 0 | 0 | 0 | 35 | Gaming | High Engagement |
82 | 1,013 | Flickr | Image | 150 | 12 | 2 | 0 | 8 | Travel | Moderate Engagement |
83 | 1,013 | Xbox Live | Post | 22 | 0 | 0 | 0 | 1 | Gaming | Low Engagement |
84 | 1,013 | Snapchat | Story | 230 | 40 | 25 | 15 | 5 | Influencer Collaboration | High Engagement |
85 | 1,014 | YouTube | Video | 280 | 35 | 20 | 15 | 30 | Entertainment | High Engagement |
86 | 1,014 | LinkedIn | Article | 45 | 2 | 1 | 0 | 1 | Business | Moderate Engagement |
87 | 1,014 | LinkedIn | Article | 30 | 1 | 0 | 0 | 0 | Industry News | Low Engagement |
88 | 1,014 | YouTube | Video | 310 | 28 | 45 | 12 | 25 | DIY Project | High Engagement |
89 | 1,018 | Quora | Post | 80 | 15 | 3 | 0 | 2 | Q&A | Moderate Engagement |
90 | 1,014 | LinkedIn | Article | 35 | 0 | 0 | 0 | 0 | Professional | Low Engagement |
91 | 1,014 | Quora | Question | 80 | 15 | 0 | 1 | 20 | Education | High Engagement |
92 | 1,014 | SoundCloud | Audio | 300 | 20 | 0 | 0 | 10 | Podcast | Moderate Engagement |
93 | 1,014 | Yahoo Answers | Post | 35 | 0 | 0 | 0 | 0 | Education | Low Engagement |
94 | 1,014 | Reddit | Forum | 160 | 12 | 3 | 8 | 25 | Tech Support | High Engagement |
95 | 1,015 | Facebook | Image | 80 | 10 | 5 | 2 | 6 | Lifestyle | High Engagement |
96 | 1,015 | YouTube | Video | 200 | 18 | 0 | 2 | 10 | Entertainment | Moderate Engagement |
97 | 1,015 | YouTube | Video | 90 | 4 | 0 | 0 | 0 | Education | Low Engagement |
98 | 1,015 | Facebook | Image | 230 | 14 | 22 | 8 | 13 | Promotional | High Engagement |
99 | 1,019 | Medium | Article | 90 | 10 | 2 | 1 | 6 | News | Moderate Engagement |
UserEngagementMetrics
tags: engagement metrics, retention, social media analytics
Note: This is an AI-generated dataset so its content may be inaccurate or false
Dataset Description:
The 'UserEngagementMetrics' dataset focuses on analyzing user interactions with a variety of social media platforms. It collects metrics related to user activity and their propensity to engage with content. The dataset is structured to facilitate analysis on retention and engagement levels across different user segments and content types. Each row represents an individual user session or engagement instance, tagged with labels to indicate the nature of the engagement.
CSV Content Preview:
session_id, user_id, platform, content_type, engagement_duration, clicks, likes, shares, comments, post_type, label
1, 1001, Facebook, Image, 120, 5, 2, 1, 3, Promotional, High Engagement
2, 1002, Twitter, Video, 300, 20, 5, 3, 10, Entertainment, Moderate Engagement
3, 1003, Instagram, Post, 45, 15, 10, 2, 5, Lifestyle, High Engagement
4, 1004, LinkedIn, Article, 60, 2, 1, 0, 0, Professional, Low Engagement
5, 1005, YouTube, Video, 250, 25, 15, 5, 20, Entertainment, High Engagement
Source of the data:
The dataset was generated using the Infinite Dataset Hub and microsoft/Phi-3-mini-4k-instruct using the query 'socialmedia':
- Dataset Generation Page: https://huggingface.co/spaces/infinite-dataset-hub/infinite-dataset-hub?q=socialmedia&dataset=UserEngagementMetrics&tags=engagement+metrics,+retention,+social+media+analytics
- Model: https://huggingface.co/microsoft/Phi-3-mini-4k-instruct
- More Datasets: https://huggingface.co/datasets?other=infinite-dataset-hub
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