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βοΈ
Tobacco Products And Tobacco Advertising Revision Of Eu Rules
18 May 2026 β 15 June 2026
View on EU portal β
Last model run:
2026-05-29T01:56:48
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Total submissions
6475
18 May 2026 β 26 May 2026
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Against proposal
80.6%
5219 entries
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Countries represented
61
458 duplicates (7.1%)
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Manual labels collected
5
by 1 reviewer(s)
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Submissions with attachment
0.0%
0 with attachment · 6475 text-only
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Stance model
1 run
accuracy 99.6% · F1 99.6%
latest: 80.6% against · 19.4% for · 0.0% unclear
1636 pseudo-labels · 2026-05-29 01:47
avg confidence ·
against 99.9%
·
for 99.6%
·
unclear 54.0%
manual agreement: 80.0% (5 reviewed)
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Stance distribution
80.6%
Against
(5219)
19.4%
For
(1254)
0.03%
Unclear
(2)
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Model training progress
80.58%
Against
19.39%
For
0.03%
Unclear
Β·
99.59%
Eval acc.
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Submission volume
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Submitter types
Stance breakdown
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Stance by submitter type
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Stance over time
Stance by country (top 10)
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Who supports the proposal? (% For by type)
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Who opposes the proposal? (% Against by type)
Geographic distribution
Top 10 countries
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Submissions by country
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Submissions by country over time
Content analysis
Top keywords
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Top phrases (bigrams)
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Submissions by language
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Submission length
median 97 words
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Stance by submission length
Duplicate analysis
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Near-duplicate rate by submitter type (β₯95%)
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Text duplicate group sizes
largest: 6
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Near-duplicate count by submitter type (β₯95%)
Most-submitted duplicate attachments
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Bot & coordinated submission detection
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High semantic similarity
(β₯95%)
7.0%
456 of 6475 entries
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Time burst entries
(β€300 s)
96.9%
6277 entries in 213 burst groups
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Largest burst group
1997
avg 975.2 entries per burst
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Submissions & high-similarity entries over time
(β₯95%)
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Semantic similarity distribution
Similarity patterns
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Burst size vs similarity
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Similarity over time
(daily median Β± IQR)
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Similarity distribution by stance
(% within stance)
Submission timing
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Submissions by day & hour β all
(CET/CEST β because the EU still hasn't fixed daylight saving)
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Submissions by day & hour β EU-27 only
(CET/CEST β the EU should just pick UTC+1.5 and disappoint everyone equally)
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Hourly pattern β private vs corporate, all
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Hourly pattern β private vs corporate, EU-27