Tobacco Products And Tobacco Advertising Revision Of Eu Rules 18 May 2026 – 15 June 2026
View on EU portal ↗ Last model run: 2026-06-20T02:27:42
Total submissions
80396
18 May 2026 – 15 Jun 2026
Against proposal
94.5%
75950 entries
Countries represented
140
5563 duplicates (6.9%)
Manual labels collected
118
by 3 reviewer(s)
Submissions with attachment
0.8%
652 with attachment · 79744 text-only
Stance model
10 runs
accuracy 96.3% · F1 80.0%
latest: 94.5% against · 1.7% for · 3.8% unclear
0 pseudo-labels · 2026-06-20 02:13
avg confidence · against 99.3% · for 98.5% · unclear 3.9%
manual agreement: 88.5% (118 reviewed)
Missing EU translations
2,607
of 68,265 non-EN (3.8%)
Stance distributionn=80,396
94.5% Against (75,950) 1.7% For (1,379) 3.81% Unclear (3,067)
Model training progress10 runs
94.46% Against 1.72% For 3.82% Unclear ·96.3% Eval acc. 88.79% Manual agree
Submission volumen=80,396
Submitter typesn=80,396
Stance breakdown
Stance by submitter type
Stance over time
Stance by country (top 10)
—
Who supports the proposal? (% For by type)
Who opposes the proposal? (% Against by type)
Geographic distribution
Top 10 countries
—
Submissions by country
Submissions by country over time
Content analysis
Top keywords
—
Top phrases (bigrams)
—
Submissions by language
—
Submission length median 99 words
Stance by submission length
Duplicate analysis
Near-duplicate rate by submitter type (≥95%)
Text duplicate group sizes largest: 68
Near-duplicate count by submitter type (≥95%)
Most-submitted duplicate attachments (max: 8) —
Bot & coordinated submission detection
High semantic similarity (≥95%)
4.3%
3426 of 80396 entries
Time burst entries (≤300 s)
99.5%
80000 entries in 510 burst groups
Largest burst group
6811
avg 4025.9 entries per burst
Submissions & high-similarity entries over time (≥95%)
Semantic similarity distribution
Similarity patterns
Burst size vs similarity
Similarity over time (daily median ± IQR)
Similarity distribution by stance (% within stance)
Submission timing
Submissions by day & hour — all (CET/CEST — because the EU still hasn't fixed daylight saving)
Submissions by day & hour — EU-27 only (CET/CEST — the EU should just pick UTC+1.5 and disappoint everyone equally)
Hourly pattern — private vs corporate, all
Hourly pattern — private vs corporate, EU-27