💬 Language & Media

Wikipedia 'AI-Generated' Talk Page Emoji Sentiment Drift by Hour

Hourly emoji sentiment in AI-generated Wikipedia talk pages

Observations
186
Tracking since
Last updated

AI-Generated Talk Page Emoji Sentiment Score

Average sentiment score derived from emoji usage in AI-generated Wikipedia talk pages, scaled from -1 (negative) to +1 (positive)

13 observations across 2 series · measured in sentiment_score

-0.3 sentiment_score
AI-generated violent extremist content
26 Sep 2026 01:00
0 sentiment_score
Applications of artificial intelligence
26 Sep 2026 01:00
AI-Generated Talk Page Emoji Sentiment Score (sentiment_score) — summary, last 30 days.
  • AI-generated violent extremist content
  • Applications of artificial intelligence
-0.3-0.2-0.1017 Sep21 Sep26 SepAI-generated violent extremist content: -0.3 sentiment_score — 26 Sep 2026 01:00Applications of artificial intelligence: 0 sentiment_score — 17 Sep 2026 09:00Applications of artificial intelligence: 0 sentiment_score — 17 Sep 2026 22:00Applications of artificial intelligence: 0 sentiment_score — 18 Sep 2026 10:00Applications of artificial intelligence: 0 sentiment_score — 18 Sep 2026 22:00Applications of artificial intelligence: 0 sentiment_score — 19 Sep 2026 10:00Applications of artificial intelligence: 0 sentiment_score — 19 Sep 2026 23:00Applications of artificial intelligence: 0 sentiment_score — 20 Sep 2026 11:00Applications of artificial intelligence: 0 sentiment_score — 20 Sep 2026 23:00Applications of artificial intelligence: 0 sentiment_score — 21 Sep 2026 11:00Applications of artificial intelligence: 0 sentiment_score — 22 Sep 2026 00:00Applications of artificial intelligence: 0 sentiment_score — 25 Sep 2026 12:00Applications of artificial intelligence: 0 sentiment_score — 26 Sep 2026 01:00
AI-Generated Talk Page Emoji Sentiment Score (sentiment_score) — line, last 30 days.
  • Applications of artificial intelligence0 sentiment_score
  • AI-generated violent extremist content-0.3 sentiment_score
AI-Generated Talk Page Emoji Sentiment Score (sentiment_score) — bar, last 30 days.
  • Applications of artificial intelligence0 sentiment_score
  • AI-generated violent extremist content-0.3 sentiment_score
AI-Generated Talk Page Emoji Sentiment Score (sentiment_score) — dot plot, last 30 days.
061218
17 Sep
18 Sep
19 Sep
20 Sep
21 Sep
22 Sep
25 Sep
26 Sep

Darker = higher ai-generated talk page emoji sentiment score. Empty cells are hours with no collection.

AI-Generated Talk Page Emoji Sentiment Score (sentiment_score) — heatmap, last 30 days.
AI-Generated Talk Page Emoji Sentiment Score observations
WhenSeriesAI-Generated Talk Page Emoji Sentiment Score
AI-generated violent extremist content-0.3 sentiment_score
Applications of artificial intelligence0 sentiment_score
Applications of artificial intelligence0 sentiment_score
Applications of artificial intelligence0 sentiment_score
Applications of artificial intelligence0 sentiment_score
Applications of artificial intelligence0 sentiment_score
Applications of artificial intelligence0 sentiment_score
Applications of artificial intelligence0 sentiment_score
Applications of artificial intelligence0 sentiment_score
Applications of artificial intelligence0 sentiment_score
Applications of artificial intelligence0 sentiment_score
Applications of artificial intelligence0 sentiment_score
Applications of artificial intelligence0 sentiment_score
AI-Generated Talk Page Emoji Sentiment Score (sentiment_score) — table, last 30 days.

AI-Generated Talk Page Emoji Count

Total number of emojis found in AI-generated Wikipedia talk pages during the hour

13 observations across 2 series · measured in count

1 count
Applications of artificial intelligence
▬ 0.0% vs previous
26 Sep 2026 01:00
1 count
AI-generated violent extremist content
26 Sep 2026 01:00
AI-Generated Talk Page Emoji Count (count) — summary, last 30 days.
  • Applications of artificial intelligence
  • AI-generated violent extremist content
00.20.40.60.8117 Sep21 Sep26 SepApplications of artificial intelligence: 1 count — 17 Sep 2026 09:00Applications of artificial intelligence: 1 count — 17 Sep 2026 22:00Applications of artificial intelligence: 1 count — 18 Sep 2026 10:00Applications of artificial intelligence: 1 count — 18 Sep 2026 22:00Applications of artificial intelligence: 1 count — 19 Sep 2026 10:00Applications of artificial intelligence: 1 count — 19 Sep 2026 23:00Applications of artificial intelligence: 1 count — 20 Sep 2026 11:00Applications of artificial intelligence: 1 count — 20 Sep 2026 23:00Applications of artificial intelligence: 1 count — 21 Sep 2026 11:00Applications of artificial intelligence: 1 count — 22 Sep 2026 00:00Applications of artificial intelligence: 1 count — 25 Sep 2026 12:00Applications of artificial intelligence: 1 count — 26 Sep 2026 01:00AI-generated violent extremist content: 1 count — 26 Sep 2026 01:00
AI-Generated Talk Page Emoji Count (count) — line, last 30 days.
  • Applications of artificial intelligence1 count
  • AI-generated violent extremist content1 count
AI-Generated Talk Page Emoji Count (count) — bar, last 30 days.
  • Applications of artificial intelligence1 count
  • AI-generated violent extremist content1 count
AI-Generated Talk Page Emoji Count (count) — dot plot, last 30 days.
AI-Generated Talk Page Emoji Count (count) — share, last 30 days.
061218
17 Sep
18 Sep
19 Sep
20 Sep
21 Sep
22 Sep
25 Sep
26 Sep

Darker = higher ai-generated talk page emoji count. Empty cells are hours with no collection.

AI-Generated Talk Page Emoji Count (count) — heatmap, last 30 days.
AI-Generated Talk Page Emoji Count observations
WhenSeriesAI-Generated Talk Page Emoji Count
Applications of artificial intelligence1 count
AI-generated violent extremist content1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
AI-Generated Talk Page Emoji Count (count) — table, last 30 days.

AI-Generated Talk Page Emoji Diversity

Number of unique emoji types used in AI-generated Wikipedia talk pages during the hour

13 observations across 2 series · measured in count

1 count
Applications of artificial intelligence
▬ 0.0% vs previous
26 Sep 2026 01:00
1 count
AI-generated violent extremist content
26 Sep 2026 01:00
AI-Generated Talk Page Emoji Diversity (count) — summary, last 30 days.
  • Applications of artificial intelligence
  • AI-generated violent extremist content
00.20.40.60.8117 Sep21 Sep26 SepApplications of artificial intelligence: 1 count — 17 Sep 2026 09:00Applications of artificial intelligence: 1 count — 17 Sep 2026 22:00Applications of artificial intelligence: 1 count — 18 Sep 2026 10:00Applications of artificial intelligence: 1 count — 18 Sep 2026 22:00Applications of artificial intelligence: 1 count — 19 Sep 2026 10:00Applications of artificial intelligence: 1 count — 19 Sep 2026 23:00Applications of artificial intelligence: 1 count — 20 Sep 2026 11:00Applications of artificial intelligence: 1 count — 20 Sep 2026 23:00Applications of artificial intelligence: 1 count — 21 Sep 2026 11:00Applications of artificial intelligence: 1 count — 22 Sep 2026 00:00Applications of artificial intelligence: 1 count — 25 Sep 2026 12:00Applications of artificial intelligence: 1 count — 26 Sep 2026 01:00AI-generated violent extremist content: 1 count — 26 Sep 2026 01:00
AI-Generated Talk Page Emoji Diversity (count) — line, last 30 days.
  • Applications of artificial intelligence1 count
  • AI-generated violent extremist content1 count
AI-Generated Talk Page Emoji Diversity (count) — bar, last 30 days.
  • Applications of artificial intelligence1 count
  • AI-generated violent extremist content1 count
AI-Generated Talk Page Emoji Diversity (count) — dot plot, last 30 days.
AI-Generated Talk Page Emoji Diversity (count) — share, last 30 days.
061218
17 Sep
18 Sep
19 Sep
20 Sep
21 Sep
22 Sep
25 Sep
26 Sep

Darker = higher ai-generated talk page emoji diversity. Empty cells are hours with no collection.

AI-Generated Talk Page Emoji Diversity (count) — heatmap, last 30 days.
AI-Generated Talk Page Emoji Diversity observations
WhenSeriesAI-Generated Talk Page Emoji Diversity
Applications of artificial intelligence1 count
AI-generated violent extremist content1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
Applications of artificial intelligence1 count
AI-Generated Talk Page Emoji Diversity (count) — table, last 30 days.

About this data

This page tracks the hourly median sentiment polarity score and proportion of positive and negative emoji used in AI-generated Wikipedia talk pages. The numbers are calculated by analysing the emoji used in these talk pages over time. This data is interesting because it reveals how the emotional tone of automated discussions on Wikipedia changes over time as AI models evolve.

Sources

Every figure on this page was read from these pages.

Why this isn't published anywhere else

No existing sources track hourly emoji sentiment drift in AI-generated Wikipedia talk pages. General discussions about AI-generated content on Wikipedia or broad studies on AI content do not cover this specific temporal emoji sentiment analysis.

Uniqueness score 1.00 — assessed against live web search results when this subject was created.