Tiruvallur (District)
Attention trend: steadyTiruvallur: daily attention · articles + videos, per day
- Tiruvallur
- Tirunelveli
- Karur
- partial data (news or video sources thin)
- gap = no data, not zero
- today — partial day
Videos are 64% 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 | Tiruvallur: mentions | articles | videos | Tirunelveli | Karur |
|---|---|---|---|---|---|
| Sat, 17 Oct | 7 | 4 | 3 | 2 | 6 |
| Sun, 18 Oct | 6 | 4 | 2 | 3 | 1 |
| Mon, 19 Oct | 4 | 0 | 4 | 1 | 0 |
| Tue, 20 Oct | 4 | 2 | 2 | 10 | 5 |
| Wed, 21 Oct | 4 | 2 | 2 | 12 | 5 |
| Thu, 22 Oct | 9 | 1 | 8 | 16 | 3 |
| Fri, 23 Oct | 2 | 0 | 2 | 6 | 1 |
Source: TamilTick Trends, 17–23 Oct 2026, 13 articles / 9 outlets, 23 videos / 11 channels · tamiltick.com/trends/district/tiruvallur?range=7d#chart
Positive 5.6%Neutral 25.0%Negative 69.4%Net tone −63.9 pts (±2.1)
Modelled by an AI model from headlines, not measured sentiment. 36 of 36 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
Source: TamilTick Trends, 8 Jun–23 Oct 2026, 303 articles / 28 outlets, 535 videos / 38 channels · tamiltick.com/trends/district/tiruvallur#calendar
Issues named with it, against the usual rate · 17–23 Oct
- × the usual rate
- Law & Order13.9% of its mentions · 12.9% of all mentions×1.1
- Development & Infrastructure13.9% of its mentions · 4.2% of all mentions×3.3
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 · 17–23 Oct · at least 5 mentions
- No one with 5+ mentions.
- No one with 5+ mentions.
- No one with 5+ mentions.
Share of its mentions that also name them. Named together, not an alliance or endorsement.