Wikipedia 'AI-Generated' Talk Page Link Emoji Diversity

Real-time analysis of emoji diversity in AI-generated Wikipedia talk page links.

Observations: 183
Tracking since: 26 Aug 2026
Last updated: 24 Oct 2026 15:18 UTC

Unique Emoji Count

Number of distinct emojis found in AI-generated talk page links

29 observations · measured in count

Summary Line Area Bar Dot plot Distribution Heatmap Table

4 count

Unique Emoji Count

▬ 0.0% vs previous

24 Oct 2026 15:18

Unique Emoji Count (count) — summary, last 30 days.

Unique Emoji Count (count) — line, last 30 days.

Unique Emoji Count (count) — area, last 30 days.

Unique Emoji Count4 count

Unique Emoji Count (count) — bar, last 30 days.

Unique Emoji Count4 count

Unique Emoji Count (count) — dot plot, last 30 days.

Unique Emoji Count (count) — distribution, last 30 days.

	0						6						12						18
26 Sep
27 Sep
28 Sep
29 Sep
30 Sep
01 Oct
02 Oct
03 Oct
04 Oct
05 Oct
06 Oct
07 Oct
08 Oct
09 Oct
10 Oct
11 Oct
12 Oct
13 Oct
14 Oct
15 Oct
16 Oct
17 Oct
18 Oct
19 Oct
20 Oct
21 Oct
22 Oct
23 Oct
24 Oct

Darker = higher unique emoji count. Empty cells are hours with no collection.

Unique Emoji Count (count) — heatmap, last 30 days.

Unique Emoji Count observations
When	Unique Emoji Count
24 Oct 2026 15:18	4 count
23 Oct 2026 15:04	4 count
22 Oct 2026 14:47	5 count
21 Oct 2026 14:32	5 count
20 Oct 2026 14:17	4 count
19 Oct 2026 14:03	5 count
18 Oct 2026 13:48	5 count
17 Oct 2026 13:32	4 count
16 Oct 2026 13:17	3 count
15 Oct 2026 13:02	4 count
14 Oct 2026 12:47	3 count
13 Oct 2026 12:33	9 count
12 Oct 2026 12:17	8 count
11 Oct 2026 12:02	4 count
10 Oct 2026 11:47	4 count
09 Oct 2026 11:32	4 count
08 Oct 2026 11:17	4 count
07 Oct 2026 11:02	4 count
06 Oct 2026 10:48	3 count
05 Oct 2026 10:32	4 count
04 Oct 2026 10:17	4 count
03 Oct 2026 10:02	4 count
02 Oct 2026 09:47	4 count
01 Oct 2026 09:32	4 count
30 Sep 2026 09:17	4 count
29 Sep 2026 09:03	5 count
28 Sep 2026 08:45	17 count
27 Sep 2026 08:30	9 count
26 Sep 2026 08:15	9 count

Unique Emoji Count (count) — table, last 30 days.

Emoji Frequency Shannon Entropy

Shannon entropy of emoji frequency distribution in AI-generated talk page links

29 observations · measured in bits

Summary Line Area Distribution Heatmap Table

2 bits

Emoji Frequency Shannon Entropy

▬ 0.0% vs previous

24 Oct 2026 15:18

Emoji Frequency Shannon Entropy (bits) — summary, last 30 days.

Emoji Frequency Shannon Entropy (bits) — line, last 30 days.

Emoji Frequency Shannon Entropy (bits) — area, last 30 days.

Emoji Frequency Shannon Entropy (bits) — distribution, last 30 days.

	0						6						12						18
26 Sep
27 Sep
28 Sep
29 Sep
30 Sep
01 Oct
02 Oct
03 Oct
04 Oct
05 Oct
06 Oct
07 Oct
08 Oct
09 Oct
10 Oct
11 Oct
12 Oct
13 Oct
14 Oct
15 Oct
16 Oct
17 Oct
18 Oct
19 Oct
20 Oct
21 Oct
22 Oct
23 Oct
24 Oct

Darker = higher emoji frequency shannon entropy. Empty cells are hours with no collection.

Emoji Frequency Shannon Entropy (bits) — heatmap, last 30 days.

Emoji Frequency Shannon Entropy observations
When	Emoji Frequency Shannon Entropy
24 Oct 2026 15:18	2 bits
23 Oct 2026 15:04	2 bits
22 Oct 2026 14:47	2.322 bits
21 Oct 2026 14:32	2.322 bits
20 Oct 2026 14:17	2 bits
19 Oct 2026 14:03	2.322 bits
18 Oct 2026 13:48	2.322 bits
17 Oct 2026 13:32	2 bits
16 Oct 2026 13:17	1.585 bits
15 Oct 2026 13:02	2 bits
14 Oct 2026 12:47	1.585 bits
13 Oct 2026 12:33	3.17 bits
12 Oct 2026 12:17	3 bits
11 Oct 2026 12:02	2 bits
10 Oct 2026 11:47	2 bits
09 Oct 2026 11:32	2 bits
08 Oct 2026 11:17	2 bits
07 Oct 2026 11:02	2 bits
06 Oct 2026 10:48	1.585 bits
05 Oct 2026 10:32	2 bits
04 Oct 2026 10:17	2 bits
03 Oct 2026 10:02	2 bits
02 Oct 2026 09:47	2 bits
01 Oct 2026 09:32	2 bits
30 Sep 2026 09:17	2 bits
29 Sep 2026 09:03	2.322 bits
28 Sep 2026 08:45	4.037 bits
27 Sep 2026 08:30	3.17 bits
26 Sep 2026 08:15	3.17 bits

Emoji Frequency Shannon Entropy (bits) — table, last 30 days.

Most Frequent Emoji

The emoji that appears most frequently in AI-generated talk page links

0 observations · measured in text

About this data

This page tracks emoji diversity in AI-generated links on Wikipedia talk pages, a novel indicator of linguistic and cultural shifts in machine-generated content. By measuring Shannon entropy of emoji frequency, unique emoji counts, and most frequent emojis, it reveals patterns in how AI represents human communication. The data comes from real-time analysis of talk page links, a computationally feasible but previously untracked metric.

Sources

Every figure on this page was read from these pages.

https://en.wikipedia.org/w/api.php?action=query&list=search&srsearch=ai-generated&format=json&srlimit=500

Why this isn't published anywhere else

No existing tracker or dataset specifically monitors emoji diversity in AI-generated Wikipedia talk page links in real-time. While general AI content detection and emoji statistics exist, the proposed topic is a novel combination not covered by any live dashboard or recurring report.

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

About this data

Sources

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Why this isn't published anywhere else