Viluppuram (District)
Attention trend: steadyViluppuram: 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 |
|---|---|---|---|---|---|
| Thu, 24 Sep | 5 | 1 | 4 | 10 | 5 |
| Fri, 25 Sep | 2 | 1 | 1 | 12 | 2 |
| Sat, 26 Sep | 5 | 0 | 5 | 10 | 7 |
| Sun, 27 Sep (partial) | 4 | 0 | 4 | 16 | 17 |
| Mon, 28 Sep (partial) | 5 | 1 | 4 | 11 | 5 |
| Tue, 29 Sep (partial) | 7 | 1 | 6 | 12 | 10 |
| Wed, 30 Sep (partial) | 7 | 0 | 7 | 7 | 17 |
| Thu, 1 Oct (partial) | 7 | 1 | 6 | 22 | 23 |
| Fri, 2 Oct (partial) | 6 | 0 | 6 | 7 | 21 |
| Sat, 3 Oct (partial) | 3 | 1 | 2 | 30 | 11 |
| Sun, 4 Oct | 7 | 2 | 5 | 12 | 7 |
| Mon, 5 Oct | 6 | 0 | 6 | 16 | 12 |
| Tue, 6 Oct | 7 | 1 | 6 | 21 | 5 |
| Wed, 7 Oct | 5 | 1 | 4 | 28 | 8 |
| Thu, 8 Oct | 4 | 0 | 4 | 15 | 10 |
| Fri, 9 Oct | 4 | 0 | 4 | 14 | 12 |
| Sat, 10 Oct | 4 | 0 | 4 | 16 | 17 |
| Sun, 11 Oct | 1 | 1 | 0 | 5 | 8 |
| Mon, 12 Oct | 5 | 1 | 4 | 32 | 4 |
| Tue, 13 Oct | 11 | 1 | 10 | 19 | 7 |
| Wed, 14 Oct | 10 | 1 | 9 | 29 | 5 |
| Thu, 15 Oct | 4 | 1 | 3 | 22 | 9 |
| Fri, 16 Oct | 17 | 3 | 14 | 20 | 5 |
| Sat, 17 Oct | 9 | 3 | 6 | 8 | 0 |
| 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 |
Source: TamilTick Trends, 24 Sep–23 Oct 2026, 55 articles / 18 outlets, 328 videos / 29 channels · tamiltick.com/trends/district/villupuram#chart
Positive 3.4%Neutral 14.6%Negative 82.0%Net tone −78.6 pts (±2.1)
Modelled by an AI model from headlines, not measured sentiment. 383 of 383 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–23 Oct
- partial
- gap
- today — partial day
- 1peak day → its headlines
Source: TamilTick Trends, 8 Jun–23 Oct 2026, 176 articles / 23 outlets, 568 videos / 40 channels · tamiltick.com/trends/district/villupuram#calendar
Issues named with it, against the usual rate · 24 Sep–23 Oct
- × the usual rate
- Law & Order17.8% of its mentions · 10.3% of all mentions×1.7
- Education2.1% of its mentions · 3.4% of all mentions×0.6
- Corruption1.6% of its mentions · 2.1% of all mentions×0.8
- Development & Infrastructure1.3% of its mentions · 3.5% of all mentions×0.4
- Elections & Bypolls1.3% of its mentions · 11.3% of all mentions×0.1
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 · 24 Sep–23 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.