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02 Sep · 20:04 IST
Adilabad — 8 recordsBhadradri Kothagudem — 5 recordsHyderabad — 117 recordsJagtial — 1 recordsJangaon — no district-attributable recordsJayashankar Bhupalapally — 2 recordsJogulamba Gadwal — no district-attributable recordsKamareddy — no district-attributable recordsKarimnagar — 5 recordsKhammam — 9 recordsKomaram Bheem — no district-attributable recordsMahabubabad — 4 recordsMahabubnagar — 4 recordsMancherial — 1 recordsMedak — no district-attributable recordsMedchal Malkajgiri — 4 recordsMulugu — 3 recordsNagarkurnool — no district-attributable recordsNalgonda — 13 recordsNarayanpet — no district-attributable recordsNirmal — 2 recordsNizamabad — 7 recordsPeddapalli — no district-attributable recordsRajanna Sircilla — 1 recordsRanga Reddy — 8 recordsSangareddy — 3 recordsSiddipet — no district-attributable recordsSuryapet — no district-attributable recordsVikarabad — no district-attributable recordsWanaparthy — no district-attributable recordsWarangal Rural — no district-attributable recordsWarangal Urban — 9 recordsYadadri Bhuvanagiri — 4 records

TELANGANA

Live public signal
Wednesday, 2 September 202602 Sep · 20:04 ISTAll windows measured from the most recent retrieval, not from now
123
public records in 24 hours
123
independent origins
5
sources
18/33
districts with evidence
17%
in Telugu

Every sentence is assembled from computed values — click any of them for the arithmetic
What changed
What matters
What people are asking
  • 5×Opposition & Political Contest

    “Harish Rao: ‘22Aతో ప్రజలు ఇబ్బందులు పడుతున్నారు’..”

  • 2×Women & Welfare

    “Kerala: ‘‘మహిళలు పబ్లిక్‌లోకి వస్తే విధ్వంసమే’’..”

  • 1×Revenue & Land

    “సామాన్యులకు ఒక రూల్..”

  • 1×Local Governance

    “Off The Record: వైసీపీ నేతలకు రిపోర్ట్ కార్డ్స్ పెట్టారా..?”

  • 1×Law & Order

    “Why Calling Rahul Gandhi ‘Anarchist’ Does Not Work Singling out Rahul Gandhi as an anarchist is a mystery unless the BJP was rattl”

The People’s Voice →
Requires attention
3 of 20 findings
Read the brief →
DevelopingHigh confidence

Opposition & Political Contest is accelerating 2.2× in the last six hours

14 records in the trailing six hours against 6 expected from the preceding twelve. 7 districts, 5 sources, 100% independent origins.

What happened

Discussion began in Digital media at 23:29 and has since reached Official government at 17:30.

Why it matters

The rate of new records is rising, but the posture is predominantly reporting and questioning rather than criticism.

What changed

Velocity moved from 1.08 to 2.33 records per hour. The largest single concentration is Hyderabad with 17 records.

Sources
5
5 independent
Acceleration
2.2×
Districts
12
Hyderabad, Nalgonda
Discussed in
English / national · Telugu media
Limits93% of the evidence for this finding comes from Hyderabad-based publishers, which over-represents how the capital sees the issue. +4 more
DevelopingMedium confidence

73% of today's records on Greater Hyderabad Municipal Corporation come from one source

The Hans India — Telangana accounts for 8 of 11 records in the last 24 hours. The apparent volume of this conversation depends heavily on a single publisher.

What happened

The Hans India — Telangana published 8 of the 11 records on this subject today.

Why it matters

Volume driven by one publisher can look like a broad conversation. Any decision keyed to the size of this conversation should account for that.

What changed

Source concentration is 73%, against a diversity entropy of 0.92.

Sources
3
3 independent
Acceleration
0.9×
Districts
4
Hyderabad, Warangal Urban
Discussed in
English / national · Digital media
Limits91% of the evidence for this finding comes from Hyderabad-based publishers, which over-represents how the capital sees the issue. +3 more
DevelopingMedium confidence

92% of today's records on Education come from one source

The Hans India — Telangana accounts for 11 of 12 records in the last 24 hours. The apparent volume of this conversation depends heavily on a single publisher.

What happened

The Hans India — Telangana published 11 of the 12 records on this subject today.

Why it matters

Volume driven by one publisher can look like a broad conversation. Any decision keyed to the size of this conversation should account for that.

What changed

Source concentration is 92%, against a diversity entropy of 0.92.

Sources
4
4 independent
Acceleration
0.8×
Districts
6
Hyderabad, Nizamabad
Discussed in
English / national · Official government
Limits100% of the evidence for this finding comes from Hyderabad-based publishers, which over-represents how the capital sees the issue. +3 more
Criticism growing fastest

Ordered by rate of change, not by volume.

  • Nothing qualifies in this window.
Support growing fastest

Shown with the same prominence as criticism, on purpose.

  • Nothing qualifies in this window.
Claims in circulation
18 extracted, 0 verified
Claim Radar →
Everything else the system flagged
8 findings
DevelopingMedium confidence

Opposition & Political Contest: heavy coverage, thin public conversation

98% of records are published media against 0% public posts. This reads as a media-led story rather than a broad public conversation.

Sources
5
5 independent
Acceleration
2.2×
Districts
12
Hyderabad, Nalgonda
Discussed in
English / national · Telugu media
Limits78% of the evidence for this finding comes from Hyderabad-based publishers, which over-represents how the capital sees the issue. +4 more
DevelopingLow confidence

Law & Order: heavy coverage, thin public conversation

100% of records are published media against 0% public posts. This reads as a media-led story rather than a broad public conversation.

Sources
3
3 independent
Acceleration
1.6×
Districts
8
Hyderabad, Mancherial
Discussed in
English / national · Digital media
LimitsDeccan Chronicle — Southern States alone accounts for 47% of the records behind this finding. +3 more
DevelopingLow confidence

Greater Hyderabad Municipal Corporation: heavy coverage, thin public conversation

100% of records are published media against 0% public posts. This reads as a media-led story rather than a broad public conversation.

Sources
3
3 independent
Acceleration
0.9×
Districts
4
Hyderabad, Warangal Urban
Discussed in
English / national · Digital media
Limits79% of the evidence for this finding comes from Hyderabad-based publishers, which over-represents how the capital sees the issue. +4 more
DevelopingLow confidence

Education: heavy coverage, thin public conversation

100% of records are published media against 0% public posts. This reads as a media-led story rather than a broad public conversation.

Sources
4
4 independent
Acceleration
0.8×
Districts
6
Hyderabad, Nizamabad
Discussed in
English / national · Official government
Limits100% of the evidence for this finding comes from Hyderabad-based publishers, which over-represents how the capital sees the issue. +4 more
DevelopingLow confidence

Transport: heavy coverage, thin public conversation

100% of records are published media against 0% public posts. This reads as a media-led story rather than a broad public conversation.

Sources
4
4 independent
Acceleration
1.0×
Districts
4
Hyderabad, Nirmal
Discussed in
English / national · Digital media
Limits89% of the evidence for this finding comes from Hyderabad-based publishers, which over-represents how the capital sees the issue. +4 more
DevelopingLow confidence

Local Governance: heavy coverage, thin public conversation

100% of records are published media against 0% public posts. This reads as a media-led story rather than a broad public conversation.

Sources
2
2 independent
Acceleration
1.4×
Districts
1
Hyderabad
Discussed in
English / national · Digital media
LimitsDeccan Chronicle — Southern States alone accounts for 86% of the records behind this finding. +4 more
DevelopingLow confidence

Irrigation & Water Resources: heavy coverage, thin public conversation

100% of records are published media against 0% public posts. This reads as a media-led story rather than a broad public conversation.

Sources
2
2 independent
Acceleration
1.0×
Districts
2
Hyderabad, Ranga Reddy
Discussed in
Digital media · English / national
Limits100% of the evidence for this finding comes from Hyderabad-based publishers, which over-represents how the capital sees the issue. +5 more
DevelopingLow confidence

Health: heavy coverage, thin public conversation

100% of records are published media against 0% public posts. This reads as a media-led story rather than a broad public conversation.

Sources
4
4 independent
Acceleration
0.4×
Districts
3
Nalgonda, Hyderabad
Discussed in
English / national · Telugu media
Limits83% of the evidence for this finding comes from Hyderabad-based publishers, which over-represents how the capital sees the issue. +4 more

Sentiment is not the headline on this screen because it is the least reliable thing the system measures. It appears throughout as four separate signals — what happened, what the author thinks, how the audience reacted, and what was said about the subject — each with its own confidence. How every figure here is computed →

957 records · 92 story clusters · 16 narratives · 7,087 provenance events