Viluppuram (District)
Attention trend: risingViluppuram: daily attention · articles + videos, per day
- Viluppuram
- Salem
- Thoothukudi
- partial data (news or video sources thin)
- gap = no data, not zero
- today — partial day
Videos are 86% of these mentions: on days when fewer YouTube channels were collected (hatched), a drop in the count is not a real fall. Default comparison: the neighbours in the same type by 30-day count.
| Day | Viluppuram: mentions | articles | videos | Salem | Thoothukudi |
|---|---|---|---|---|---|
| Sun, 18 Oct | 6 | 4 | 2 | 7 | 1 |
| Mon, 19 Oct | 14 | 2 | 12 | 20 | 16 |
| Tue, 20 Oct | 26 | 7 | 19 | 11 | 20 |
| Wed, 21 Oct | 51 | 6 | 45 | 17 | 11 |
| Thu, 22 Oct | 76 | 10 | 66 | 7 | 7 |
| Fri, 23 Oct | 65 | 5 | 60 | 29 | 23 |
| Sat, 24 Oct | 47 | 5 | 42 | 18 | 9 |
Source: TamilTick Trends, 18–24 Oct 2026, 39 articles / 14 outlets, 246 videos / 25 channels · tamiltick.com/trends/district/villupuram?range=7d#chart
Positive 0.7%Neutral 9.8%Negative 89.5%Net tone −88.8 pts (±2.1)
Modelled by an AI model from headlines, not measured sentiment. 285 of 285 headlines in this window scored; bars under 30 scored are not drawn. How we count
- Positive
- Negative
- Neutral: the rest
- net tone (positive − negative), with the ±2.1-pt hand-label error band
- not enough scored headlines (<30)
- faded bar = partial day / week
The ±2.1-pt band is the gap between the model and hand labels on 200 headlines sampled across the state; it was not measured for any one leader, party or issue. Only positive calls get the second check; negative and neutral calls do not. Measured effect on 200 hand-labelled headlines (round 2): no positive/negative flips; 6 negative headlines, mostly denials and rebuttals, were read as neutral and 9 neutral ones as negative; net tone (positive − negative) came out within 2.1 points of the hand labels (Tamil Nadu 2.1 points more negative). Per class on those 200 headlines: positive precision 0.89, recall 0.94; negative precision 0.92, recall 0.94; neutral precision 0.90, recall 0.86.
Daily attention calendar · 8 Jun–24 Oct
- partial
- gap
- today — partial day
- 1peak day → its headlines
Source: TamilTick Trends, 8 Jun–24 Oct 2026, 181 articles / 23 outlets, 610 videos / 40 channels · tamiltick.com/trends/district/villupuram#calendar
Issues named with it, against the usual rate · 18–24 Oct
- × the usual rate
- Law & Order20.7% of its mentions · 13.2% of all mentions×1.6
- Education1.8% of its mentions · 6.5% of all mentions×0.3
Usual rate = the issue's share of all mentions in the region in the same window (tick); bar = its share of this entity's mentions. ×2.0 = named twice as often as usual, ×0.5 = half as often. Issues with fewer than 5 shared mentions are left out.
Most often named alongside · 18–24 Oct · at least 5 mentions
- No one with 5+ mentions.
Share of its mentions that also name them. Named together, not an alliance or endorsement.