Prism Geo · city intelligence · pilot
Prism Geo · Rankings · Political Meeting
Governance & policy · evidence ranking · 2021–2025

Which Indian cities show the strongest political meeting reporting signal?

A comparison of 45 Indian cities covered by Prism Geo. 39 pass the evidence gates and are ranked by exact political_meeting-tagged news reports per 10,000 civic reports. This measures the prominence of a topic in coverage—not real-world incidence, prevalence, or safety.

Geographic view · 39 city-linked districts

Where the political meeting reporting signal is concentrated

Every highlighted polygon is the 2021 administrative district containing a ranked city's coordinate. Color shows the city's reporting-signal rank band—not a measured district-wide rate, prevalence, or severity assessment.

Ranks 1–5Ranks 6–10Ranks 11–20Ranks 21–39 Not ranked
Indian districts containing cities in the political meeting reporting ranking India's national silhouette has a soft boundary shadow. District lines are subdued, while the 39 districts containing ranked cities are highlighted by rank. #38 Indore — Indore district proxy — 3.53 tagged reports per 10,000 civic reports#16 Gwalior — Gwalior district proxy — 19.83 tagged reports per 10,000 civic reports#6 Bhopal — Bhopal district proxy — 26.47 tagged reports per 10,000 civic reports#12 Srinagar — Srinagar district proxy — 21.98 tagged reports per 10,000 civic reports#28 Vadodara — Vadodara district proxy — 10.64 tagged reports per 10,000 civic reports#31 Surat — Surat district proxy — 7.16 tagged reports per 10,000 civic reports#5 Visakhapatnam — Visakhapatnam district proxy — 27.03 tagged reports per 10,000 civic reports#1 Patna — Patna district proxy — 78.38 tagged reports per 10,000 civic reports#32 Gurugram — Gurgaon district proxy — 7.13 tagged reports per 10,000 civic reports#3 Chandigarh — Chandigarh district proxy — 34.96 tagged reports per 10,000 civic reports#2 Raipur — Raipur district proxy — 47.14 tagged reports per 10,000 civic reports#18 Dehradun — Dehradun district proxy — 19.49 tagged reports per 10,000 civic reports#29 Kochi — Ernakulam district proxy — 9.92 tagged reports per 10,000 civic reports#25 Thiruvananthapuram — Thiruvananthapuram district proxy — 14.18 tagged reports per 10,000 civic reports#11 Kolkata — Kolkata district proxy — 23.34 tagged reports per 10,000 civic reports#13 Amritsar — Amritsar district proxy — 21.47 tagged reports per 10,000 civic reports#39 Ludhiana — Ludhiana district proxy — 3.11 tagged reports per 10,000 civic reports#27 Mysuru — Mysore district proxy — 10.70 tagged reports per 10,000 civic reports#10 Bengaluru — Bangalore district proxy — 23.71 tagged reports per 10,000 civic reports#37 Pune — Pune district proxy — 3.86 tagged reports per 10,000 civic reports#22 Mumbai — Mumbai Suburban district proxy — 16.99 tagged reports per 10,000 civic reports#20 Nagpur — Nagpur district proxy — 19.14 tagged reports per 10,000 civic reports#14 Bhubaneswar — Khordha district proxy — 20.69 tagged reports per 10,000 civic reports#26 Jodhpur — Jodhpur district proxy — 12.29 tagged reports per 10,000 civic reports#9 Jaipur — Jaipur district proxy — 24.07 tagged reports per 10,000 civic reports#17 Udaipur — Udaipur district proxy — 19.52 tagged reports per 10,000 civic reports#7 Moradabad — Moradabad district proxy — 24.61 tagged reports per 10,000 civic reports#19 Meerut — Meerut district proxy — 19.24 tagged reports per 10,000 civic reports#15 Aligarh — Aligarh district proxy — 20.62 tagged reports per 10,000 civic reports#36 Bareilly — Bareilly district proxy — 6.01 tagged reports per 10,000 civic reports#30 Mathura — Mathura district proxy — 9.28 tagged reports per 10,000 civic reports#4 Lucknow — Lucknow district proxy — 27.73 tagged reports per 10,000 civic reports#34 Kanpur — Kanpur Nagar district proxy — 6.75 tagged reports per 10,000 civic reports#24 Varanasi — Varanasi district proxy — 15.05 tagged reports per 10,000 civic reports#33 Ghaziabad — Ghaziabad district proxy — 7.05 tagged reports per 10,000 civic reports#35 Agra — Agra district proxy — 6.72 tagged reports per 10,000 civic reports#23 Chennai — Chennai district proxy — 16.56 tagged reports per 10,000 civic reports#21 Prayagraj — Allahabad district proxy — 17.94 tagged reports per 10,000 civic reports#8 New Delhi — Central district proxy — 24.16 tagged reports per 10,000 civic reports

Boundary geometry: geoBoundaries, ADM2, 2021 representation, Open Data Commons Open Database License 1.0. Districts are visual locators for city-ranked data and may not reflect later administrative changes.

How to read this ranking

Patna leads the normalized comparison at 78.38 tagged reports per 10,000 civic reports. New Delhi leads raw volume with 718 reports. The two leaders can differ because normalization controls for each city's overall civic-news footprint.

Cities evaluated
45
existing India profiles
Cities ranked
39
passed both evidence gates
Normalized leader
Patna
78.38 per 10K
Raw-volume leader
New Delhi
718 tagged reports
Largest recent rise
Meerut
+15.62 per-10K points
National comparison
-6.77
recent per-10K change
Computed findings
What stands out
Complete ranking
Primary and companion measures

Political Meeting reporting signal by city

The primary rank uses tagged reports per 10,000 civic reports. Raw rank, recent change, and active years show whether a result depends on city size, timing, or a narrow burst.

RankCitySignal / 10KTagged reportsRaw rankRecent changeActive years
1Patna
Bihar
78.382052-47.825/5
2Raipur
Chhattisgarh
47.144210-43.455/5
3Chandigarh
Chandigarh
34.96786-20.745/5
4Lucknow
Uttar Pradesh
27.73985+7.275/5
5Visakhapatnam
Andhra Pradesh
27.031024-24.373/5
6Bhopal
Madhya Pradesh
26.47449+12.195/5
7Moradabad
Uttar Pradesh
24.61926+32.693/5
8New Delhi
Delhi
24.167181-7.255/5
9Jaipur
Rajasthan
24.073911-13.925/5
10Bengaluru
Karnataka
23.711384-13.475/5
11Kolkata
West Bengal
23.34737-25.765/5
12Srinagar
Jammu and Kashmir
21.983213-8.265/5
13Amritsar
Punjab
21.471421+8.905/5
14Bhubaneswar
Odisha
20.693612-4.585/5
15Aligarh
Uttar Pradesh
20.62730-0.724/5
16Gwalior
Madhya Pradesh
19.83827-13.634/5
17Udaipur
Rajasthan
19.52828-27.603/5
18Dehradun
Uttarakhand
19.491919+1.154/5
19Meerut
Uttar Pradesh
19.242017+15.625/5
20Nagpur
Maharashtra
19.142018+0.034/5
21Prayagraj
Uttar Pradesh
17.942914-0.404/5
22Mumbai
Maharashtra
16.992033-13.385/5
23Chennai
Tamil Nadu
16.56468+4.695/5
24Varanasi
Uttar Pradesh
15.052116+5.824/5
25Thiruvananthapuram
Kerala
14.182115+1.965/5
26Jodhpur
Rajasthan
12.29436+7.143/5
27Mysuru
Karnataka
10.70534-5.684/5
28Vadodara
Gujarat
10.64339-18.161/5
29Kochi
Kerala
9.92925-9.253/5
30Mathura
Uttar Pradesh
9.28533+9.913/5
31Surat
Gujarat
7.16338-10.672/5
32Gurugram
Haryana
7.131720-1.795/5
33Ghaziabad
Uttar Pradesh
7.051223+7.235/5
34Kanpur
Uttar Pradesh
6.75532+16.972/5
35Agra
Uttar Pradesh
6.72729-3.185/5
36Bareilly
Uttar Pradesh
6.01531-1.934/5
37Pune
Maharashtra
3.861422+1.154/5
38Indore
Madhya Pradesh
3.53435+1.713/5
39Ludhiana
Punjab
3.11437-4.062/5

A city qualifies with at least 3 exact-tag reports and 300 total civic reports across complete years 2021–2025.

City-by-city evidence
Normalized #1 · raw-volume #2 · high coverage base

Patna: Political Meeting reporting profile

205 tagged reports appeared within 26,153 civic reports in 2021–2025, equal to 78.38 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 99.58 in 2021–2023 versus 51.76 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
78.38
per 10K civic reports
Tagged coverage
205
5 active years
Recent change
-47.82
per-10K points
Action marker
0.5%
classifier coverage
20212025
Annual evidence
2021 · 38.80/10K (17 reports)2022 · 59.55/10K (32 reports)2023 · 199.79/10K (96 reports)2024 · 59.63/10K (34 reports)2025 · 44.14/10K (26 reports)
Classifier category mix
Governance & policy · 104Elections & politics · 95Protest Civil Unrest · 6

The classifier marked authority or institutional action in 1 reports (0.5%) and conclusion language in 1 (0.5%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Patna's broader civic problems analysis →
Normalized #2 · raw-volume #10 · established coverage base

Raipur: Political Meeting reporting profile

42 tagged reports appeared within 8,910 civic reports in 2021–2025, equal to 47.14 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 63.86 in 2021–2023 versus 20.41 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
47.14
per 10K civic reports
Tagged coverage
42
5 active years
Recent change
-43.45
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 89.09/10K (12 reports)2022 · 52.97/10K (9 reports)2023 · 57.49/10K (14 reports)2024 · 32.45/10K (5 reports)2025 · 10.59/10K (2 reports)
Classifier category mix
Governance & policy · 25Elections & politics · 13Protest Civil Unrest · 4

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Raipur's broader civic problems analysis →
Normalized #3 · raw-volume #6 · high coverage base

Chandigarh: Political Meeting reporting profile

78 tagged reports appeared within 22,311 civic reports in 2021–2025, equal to 34.96 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 41.63 in 2021–2023 versus 20.89 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
34.96
per 10K civic reports
Tagged coverage
78
5 active years
Recent change
-20.74
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 90.32/10K (39 reports)2022 · 22.49/10K (13 reports)2023 · 21.85/10K (11 reports)2024 · 20.78/10K (8 reports)2025 · 21.03/10K (7 reports)
Classifier category mix
Governance & policy · 65Elections & politics · 13

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Chandigarh's broader civic problems analysis →
Normalized #4 · raw-volume #5 · high coverage base

Lucknow: Political Meeting reporting profile

98 tagged reports appeared within 35,340 civic reports in 2021–2025, equal to 27.73 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 24.85 in 2021–2023 versus 32.12 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
27.73
per 10K civic reports
Tagged coverage
98
5 active years
Recent change
+7.27
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 32.99/10K (22 reports)2022 · 28.53/10K (23 reports)2023 · 12.12/10K (8 reports)2024 · 34.12/10K (26 reports)2025 · 29.73/10K (19 reports)
Classifier category mix
Governance & policy · 76Elections & politics · 18Protest Civil Unrest · 4

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Lucknow's broader civic problems analysis →
Normalized #5 · raw-volume #24 · qualified coverage base

Visakhapatnam: Political Meeting reporting profile

10 tagged reports appeared within 3,699 civic reports in 2021–2025, equal to 27.03 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 37.26 in 2021–2023 versus 12.89 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
27.03
per 10K civic reports
Tagged coverage
10
3 active years
Recent change
-24.37
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 43.60/10K (3 reports)2023 · 44.72/10K (5 reports)2024 · 29.54/10K (2 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Governance & policy · 8Elections & politics · 2

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Visakhapatnam's broader civic problems analysis →
Normalized #6 · raw-volume #9 · established coverage base

Bhopal: Political Meeting reporting profile

44 tagged reports appeared within 16,621 civic reports in 2021–2025, equal to 26.47 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 21.96 in 2021–2023 versus 34.15 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
26.47
per 10K civic reports
Tagged coverage
44
5 active years
Recent change
+12.19
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 28.82/10K (8 reports)2022 · 16.71/10K (6 reports)2023 · 21.92/10K (9 reports)2024 · 38.58/10K (10 reports)2025 · 30.92/10K (11 reports)
Classifier category mix
Governance & policy · 40Elections & politics · 4

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Bhopal's broader civic problems analysis →
Normalized #7 · raw-volume #26 · qualified coverage base

Moradabad: Political Meeting reporting profile

9 tagged reports appeared within 3,657 civic reports in 2021–2025, equal to 24.61 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 6.24 in 2021–2023 versus 38.93 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
24.61
per 10K civic reports
Tagged coverage
9
3 active years
Recent change
+32.69
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 16.92/10K (1 reports)2022 · 0.00/10K (0 reports)2023 · 0.00/10K (0 reports)2024 · 33.96/10K (4 reports)2025 · 45.61/10K (4 reports)
Classifier category mix
Governance & policy · 8Protest Civil Unrest · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Moradabad's broader civic problems analysis →
Normalized #8 · raw-volume #1 · high coverage base

New Delhi: Political Meeting reporting profile

718 tagged reports appeared within 297,207 civic reports in 2021–2025, equal to 24.16 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 27.00 in 2021–2023 versus 19.75 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
24.16
per 10K civic reports
Tagged coverage
718
5 active years
Recent change
-7.25
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 31.14/10K (141 reports)2022 · 24.98/10K (162 reports)2023 · 26.21/10K (185 reports)2024 · 22.10/10K (136 reports)2025 · 17.11/10K (94 reports)
Classifier category mix
Governance & policy · 560Elections & politics · 147Protest Civil Unrest · 11

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open New Delhi's broader civic problems analysis →
Normalized #9 · raw-volume #11 · established coverage base

Jaipur: Political Meeting reporting profile

39 tagged reports appeared within 16,200 civic reports in 2021–2025, equal to 24.07 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 29.15 in 2021–2023 versus 15.23 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
24.07
per 10K civic reports
Tagged coverage
39
5 active years
Recent change
-13.92
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 33.11/10K (9 reports)2022 · 25.60/10K (9 reports)2023 · 29.58/10K (12 reports)2024 · 23.11/10K (6 reports)2025 · 9.05/10K (3 reports)
Classifier category mix
Governance & policy · 25Elections & politics · 13Protest Civil Unrest · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Jaipur's broader civic problems analysis →
Normalized #10 · raw-volume #4 · high coverage base

Bengaluru: Political Meeting reporting profile

138 tagged reports appeared within 58,199 civic reports in 2021–2025, equal to 23.71 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 30.31 in 2021–2023 versus 16.84 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
23.71
per 10K civic reports
Tagged coverage
138
5 active years
Recent change
-13.47
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 23.81/10K (15 reports)2022 · 7.42/10K (8 reports)2023 · 53.14/10K (67 reports)2024 · 10.49/10K (14 reports)2025 · 22.42/10K (34 reports)
Classifier category mix
Governance & policy · 91Elections & politics · 47

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Bengaluru's broader civic problems analysis →
Normalized #11 · raw-volume #7 · established coverage base

Kolkata: Political Meeting reporting profile

73 tagged reports appeared within 31,282 civic reports in 2021–2025, equal to 23.34 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 36.09 in 2021–2023 versus 10.33 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
23.34
per 10K civic reports
Tagged coverage
73
5 active years
Recent change
-25.76
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 17.69/10K (7 reports)2022 · 48.15/10K (31 reports)2023 · 35.17/10K (19 reports)2024 · 14.53/10K (15 reports)2025 · 1.94/10K (1 reports)
Classifier category mix
Governance & policy · 65Elections & politics · 7Protest Civil Unrest · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Kolkata's broader civic problems analysis →
Normalized #12 · raw-volume #13 · established coverage base

Srinagar: Political Meeting reporting profile

32 tagged reports appeared within 14,562 civic reports in 2021–2025, equal to 21.98 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 25.30 in 2021–2023 versus 17.04 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
21.98
per 10K civic reports
Tagged coverage
32
5 active years
Recent change
-8.26
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 33.04/10K (9 reports)2022 · 33.79/10K (11 reports)2023 · 7.37/10K (2 reports)2024 · 19.46/10K (5 reports)2025 · 15.16/10K (5 reports)
Classifier category mix
Governance & policy · 25Protest Civil Unrest · 4Elections & politics · 3

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Srinagar's broader civic problems analysis →
Normalized #13 · raw-volume #21 · qualified coverage base

Amritsar: Political Meeting reporting profile

14 tagged reports appeared within 6,520 civic reports in 2021–2025, equal to 21.47 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 17.91 in 2021–2023 versus 26.81 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
21.47
per 10K civic reports
Tagged coverage
14
5 active years
Recent change
+8.90
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 36.45/10K (3 reports)2022 · 20.62/10K (3 reports)2023 · 6.13/10K (1 reports)2024 · 63.21/10K (5 reports)2025 · 10.99/10K (2 reports)
Classifier category mix
Governance & policy · 11Elections & politics · 3

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Amritsar's broader civic problems analysis →
Normalized #14 · raw-volume #12 · established coverage base

Bhubaneswar: Political Meeting reporting profile

36 tagged reports appeared within 17,398 civic reports in 2021–2025, equal to 20.69 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 22.72 in 2021–2023 versus 18.14 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
20.69
per 10K civic reports
Tagged coverage
36
5 active years
Recent change
-4.58
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 14.38/10K (4 reports)2022 · 14.56/10K (5 reports)2023 · 37.52/10K (13 reports)2024 · 24.28/10K (9 reports)2025 · 12.47/10K (5 reports)
Classifier category mix
Governance & policy · 31Elections & politics · 5

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Bhubaneswar's broader civic problems analysis →
Normalized #15 · raw-volume #30 · qualified coverage base

Aligarh: Political Meeting reporting profile

7 tagged reports appeared within 3,394 civic reports in 2021–2025, equal to 20.62 per 10,000. The recent-period comparison shows a broadly stable share of local civic coverage: 20.94 in 2021–2023 versus 20.22 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
20.62
per 10K civic reports
Tagged coverage
7
4 active years
Recent change
-0.72
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 30.40/10K (2 reports)2022 · 0.00/10K (0 reports)2023 · 30.86/10K (2 reports)2024 · 28.99/10K (2 reports)2025 · 12.59/10K (1 reports)
Classifier category mix
Governance & policy · 5Elections & politics · 1Protest Civil Unrest · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Aligarh's broader civic problems analysis →
Normalized #16 · raw-volume #27 · qualified coverage base

Gwalior: Political Meeting reporting profile

8 tagged reports appeared within 4,035 civic reports in 2021–2025, equal to 19.83 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 25.51 in 2021–2023 versus 11.88 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
19.83
per 10K civic reports
Tagged coverage
8
4 active years
Recent change
-13.63
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 42.31/10K (3 reports)2023 · 30.43/10K (3 reports)2024 · 12.52/10K (1 reports)2025 · 11.31/10K (1 reports)
Classifier category mix
Governance & policy · 5Elections & politics · 2Protest Civil Unrest · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Gwalior's broader civic problems analysis →
Normalized #17 · raw-volume #28 · qualified coverage base

Udaipur: Political Meeting reporting profile

8 tagged reports appeared within 4,098 civic reports in 2021–2025, equal to 19.52 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 27.60 in 2021–2023 versus 0.00 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
19.52
per 10K civic reports
Tagged coverage
8
3 active years
Recent change
-27.60
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 52.08/10K (2 reports)2022 · 24.10/10K (5 reports)2023 · 22.73/10K (1 reports)2024 · 0.00/10K (0 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Governance & policy · 6Elections & politics · 2

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Udaipur's broader civic problems analysis →
Normalized #18 · raw-volume #19 · qualified coverage base

Dehradun: Political Meeting reporting profile

19 tagged reports appeared within 9,750 civic reports in 2021–2025, equal to 19.49 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 18.96 in 2021–2023 versus 20.11 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
19.49
per 10K civic reports
Tagged coverage
19
4 active years
Recent change
+1.15
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 44.61/10K (7 reports)2022 · 15.97/10K (3 reports)2023 · 0.00/10K (0 reports)2024 · 29.55/10K (7 reports)2025 · 9.50/10K (2 reports)
Classifier category mix
Governance & policy · 11Elections & politics · 6Protest Civil Unrest · 2

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Dehradun's broader civic problems analysis →
Normalized #19 · raw-volume #17 · established coverage base

Meerut: Political Meeting reporting profile

20 tagged reports appeared within 10,393 civic reports in 2021–2025, equal to 19.24 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 12.23 in 2021–2023 versus 27.85 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
19.24
per 10K civic reports
Tagged coverage
20
5 active years
Recent change
+15.62
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 12.86/10K (3 reports)2022 · 16.10/10K (3 reports)2023 · 6.54/10K (1 reports)2024 · 34.91/10K (9 reports)2025 · 19.14/10K (4 reports)
Classifier category mix
Governance & policy · 18Elections & politics · 1Protest Civil Unrest · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Meerut's broader civic problems analysis →
Normalized #20 · raw-volume #18 · established coverage base

Nagpur: Political Meeting reporting profile

20 tagged reports appeared within 10,447 civic reports in 2021–2025, equal to 19.14 per 10,000. The recent-period comparison shows a broadly stable share of local civic coverage: 19.13 in 2021–2023 versus 19.16 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
19.14
per 10K civic reports
Tagged coverage
20
4 active years
Recent change
+0.03
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 12.38/10K (2 reports)2022 · 19.41/10K (5 reports)2023 · 23.06/10K (6 reports)2024 · 44.96/10K (7 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Governance & policy · 14Elections & politics · 6

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Nagpur's broader civic problems analysis →
Normalized #21 · raw-volume #14 · established coverage base

Prayagraj: Political Meeting reporting profile

29 tagged reports appeared within 16,169 civic reports in 2021–2025, equal to 17.94 per 10,000. The recent-period comparison shows a broadly stable share of local civic coverage: 18.13 in 2021–2023 versus 17.73 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
17.94
per 10K civic reports
Tagged coverage
29
4 active years
Recent change
-0.40
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 38.46/10K (6 reports)2022 · 38.18/10K (9 reports)2023 · 0.00/10K (0 reports)2024 · 23.96/10K (10 reports)2025 · 10.75/10K (4 reports)
Classifier category mix
Governance & policy · 28Protest Civil Unrest · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Prayagraj's broader civic problems analysis →
Normalized #22 · raw-volume #3 · high coverage base

Mumbai: Political Meeting reporting profile

203 tagged reports appeared within 119,517 civic reports in 2021–2025, equal to 16.99 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 21.95 in 2021–2023 versus 8.57 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
16.99
per 10K civic reports
Tagged coverage
203
5 active years
Recent change
-13.38
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 14.22/10K (33 reports)2022 · 26.60/10K (76 reports)2023 · 23.92/10K (56 reports)2024 · 9.53/10K (20 reports)2025 · 7.71/10K (18 reports)
Classifier category mix
Governance & policy · 139Elections & politics · 58Policing & law enforcement · 4

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Mumbai's broader civic problems analysis →
Normalized #23 · raw-volume #8 · established coverage base

Chennai: Political Meeting reporting profile

46 tagged reports appeared within 27,784 civic reports in 2021–2025, equal to 16.56 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 14.44 in 2021–2023 versus 19.13 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
16.56
per 10K civic reports
Tagged coverage
46
5 active years
Recent change
+4.69
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 10.07/10K (3 reports)2022 · 18.92/10K (9 reports)2023 · 13.33/10K (10 reports)2024 · 11.66/10K (7 reports)2025 · 25.98/10K (17 reports)
Classifier category mix
Governance & policy · 38Protest Civil Unrest · 4Elections & politics · 4

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Chennai's broader civic problems analysis →
Normalized #24 · raw-volume #16 · established coverage base

Varanasi: Political Meeting reporting profile

21 tagged reports appeared within 13,958 civic reports in 2021–2025, equal to 15.05 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 12.81 in 2021–2023 versus 18.63 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
15.05
per 10K civic reports
Tagged coverage
21
4 active years
Recent change
+5.82
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 38.81/10K (9 reports)2022 · 0.00/10K (0 reports)2023 · 7.70/10K (2 reports)2024 · 19.84/10K (7 reports)2025 · 16.30/10K (3 reports)
Classifier category mix
Governance & policy · 20Elections & politics · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Varanasi's broader civic problems analysis →
Normalized #25 · raw-volume #15 · established coverage base

Thiruvananthapuram: Political Meeting reporting profile

21 tagged reports appeared within 14,806 civic reports in 2021–2025, equal to 14.18 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 13.50 in 2021–2023 versus 15.46 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
14.18
per 10K civic reports
Tagged coverage
21
5 active years
Recent change
+1.96
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 8.34/10K (2 reports)2022 · 17.28/10K (7 reports)2023 · 12.57/10K (4 reports)2024 · 15.26/10K (4 reports)2025 · 15.67/10K (4 reports)
Classifier category mix
Governance & policy · 19Elections & politics · 2

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Thiruvananthapuram's broader civic problems analysis →
Normalized #26 · raw-volume #36 · qualified coverage base

Jodhpur: Political Meeting reporting profile

4 tagged reports appeared within 3,256 civic reports in 2021–2025, equal to 12.29 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 9.68 in 2021–2023 versus 16.82 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
12.29
per 10K civic reports
Tagged coverage
4
3 active years
Recent change
+7.14
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 11.51/10K (1 reports)2023 · 15.72/10K (1 reports)2024 · 43.01/10K (2 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Governance & policy · 3Elections & politics · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Jodhpur's broader civic problems analysis →
Normalized #27 · raw-volume #34 · qualified coverage base

Mysuru: Political Meeting reporting profile

5 tagged reports appeared within 4,674 civic reports in 2021–2025, equal to 10.70 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 13.72 in 2021–2023 versus 8.04 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
10.70
per 10K civic reports
Tagged coverage
5
4 active years
Recent change
-5.68
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 17.67/10K (1 reports)2022 · 12.80/10K (1 reports)2023 · 11.92/10K (1 reports)2024 · 13.78/10K (2 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Governance & policy · 3Elections & politics · 1Policing & law enforcement · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Mysuru's broader civic problems analysis →
Normalized #28 · raw-volume #39 · qualified coverage base

Vadodara: Political Meeting reporting profile

3 tagged reports appeared within 2,820 civic reports in 2021–2025, equal to 10.64 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 18.16 in 2021–2023 versus 0.00 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
10.64
per 10K civic reports
Tagged coverage
3
1 active years
Recent change
-18.16
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 49.10/10K (3 reports)2023 · 0.00/10K (0 reports)2024 · 0.00/10K (0 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Governance & policy · 3

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Vadodara's broader civic problems analysis →
Normalized #29 · raw-volume #25 · qualified coverage base

Kochi: Political Meeting reporting profile

9 tagged reports appeared within 9,077 civic reports in 2021–2025, equal to 9.92 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 12.79 in 2021–2023 versus 3.54 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
9.92
per 10K civic reports
Tagged coverage
9
3 active years
Recent change
-9.25
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 21.79/10K (6 reports)2023 · 8.54/10K (2 reports)2024 · 0.00/10K (0 reports)2025 · 6.17/10K (1 reports)
Classifier category mix
Governance & policy · 5Elections & politics · 4

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Kochi's broader civic problems analysis →
Normalized #30 · raw-volume #33 · qualified coverage base

Mathura: Political Meeting reporting profile

5 tagged reports appeared within 5,388 civic reports in 2021–2025, equal to 9.28 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 5.76 in 2021–2023 versus 15.67 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
9.28
per 10K civic reports
Tagged coverage
5
3 active years
Recent change
+9.91
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 20.96/10K (2 reports)2022 · 0.00/10K (0 reports)2023 · 0.00/10K (0 reports)2024 · 17.47/10K (2 reports)2025 · 12.99/10K (1 reports)
Classifier category mix
Governance & policy · 3Elections & politics · 1Protest Civil Unrest · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Mathura's broader civic problems analysis →
Normalized #31 · raw-volume #38 · qualified coverage base

Surat: Political Meeting reporting profile

3 tagged reports appeared within 4,191 civic reports in 2021–2025, equal to 7.16 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 10.67 in 2021–2023 versus 0.00 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
7.16
per 10K civic reports
Tagged coverage
3
2 active years
Recent change
-10.67
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 16.42/10K (1 reports)2022 · 23.92/10K (2 reports)2023 · 0.00/10K (0 reports)2024 · 0.00/10K (0 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Governance & policy · 2Protest Civil Unrest · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Surat's broader civic problems analysis →
Normalized #32 · raw-volume #20 · qualified coverage base

Gurugram: Political Meeting reporting profile

17 tagged reports appeared within 23,841 civic reports in 2021–2025, equal to 7.13 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 7.87 in 2021–2023 versus 6.08 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
7.13
per 10K civic reports
Tagged coverage
17
5 active years
Recent change
-1.79
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 14.57/10K (4 reports)2022 · 10.48/10K (6 reports)2023 · 1.82/10K (1 reports)2024 · 5.82/10K (3 reports)2025 · 6.36/10K (3 reports)
Classifier category mix
Governance & policy · 9Elections & politics · 7Protest Civil Unrest · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Gurugram's broader civic problems analysis →
Normalized #33 · raw-volume #23 · qualified coverage base

Ghaziabad: Political Meeting reporting profile

12 tagged reports appeared within 17,010 civic reports in 2021–2025, equal to 7.05 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 4.04 in 2021–2023 versus 11.27 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
7.05
per 10K civic reports
Tagged coverage
12
5 active years
Recent change
+7.23
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 3.01/10K (1 reports)2022 · 5.77/10K (2 reports)2023 · 3.21/10K (1 reports)2024 · 14.84/10K (6 reports)2025 · 6.54/10K (2 reports)
Classifier category mix
Governance & policy · 9Protest Civil Unrest · 2Elections & politics · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Ghaziabad's broader civic problems analysis →
Normalized #34 · raw-volume #32 · qualified coverage base

Kanpur: Political Meeting reporting profile

5 tagged reports appeared within 7,407 civic reports in 2021–2025, equal to 6.75 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 0.00 in 2021–2023 versus 16.97 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
6.75
per 10K civic reports
Tagged coverage
5
2 active years
Recent change
+16.97
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 0.00/10K (0 reports)2023 · 0.00/10K (0 reports)2024 · 23.41/10K (4 reports)2025 · 8.08/10K (1 reports)
Classifier category mix
Governance & policy · 4Protest Civil Unrest · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Kanpur's broader civic problems analysis →
Normalized #35 · raw-volume #29 · qualified coverage base

Agra: Political Meeting reporting profile

7 tagged reports appeared within 10,412 civic reports in 2021–2025, equal to 6.72 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 7.99 in 2021–2023 versus 4.81 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
6.72
per 10K civic reports
Tagged coverage
7
5 active years
Recent change
-3.18
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 13.23/10K (3 reports)2022 · 4.48/10K (1 reports)2023 · 5.70/10K (1 reports)2024 · 4.19/10K (1 reports)2025 · 5.66/10K (1 reports)
Classifier category mix
Governance & policy · 4Elections & politics · 2Protest Civil Unrest · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Agra's broader civic problems analysis →
Normalized #36 · raw-volume #31 · qualified coverage base

Bareilly: Political Meeting reporting profile

5 tagged reports appeared within 8,318 civic reports in 2021–2025, equal to 6.01 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 6.94 in 2021–2023 versus 5.01 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
6.01
per 10K civic reports
Tagged coverage
5
4 active years
Recent change
-1.93
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 6.78/10K (1 reports)2022 · 15.41/10K (2 reports)2023 · 0.00/10K (0 reports)2024 · 4.65/10K (1 reports)2025 · 5.42/10K (1 reports)
Classifier category mix
Governance & policy · 5

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Bareilly's broader civic problems analysis →
Normalized #37 · raw-volume #22 · qualified coverage base

Pune: Political Meeting reporting profile

14 tagged reports appeared within 36,239 civic reports in 2021–2025, equal to 3.86 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 3.37 in 2021–2023 versus 4.52 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
3.86
per 10K civic reports
Tagged coverage
14
4 active years
Recent change
+1.15
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 2.74/10K (2 reports)2023 · 6.78/10K (5 reports)2024 · 3.70/10K (3 reports)2025 · 5.42/10K (4 reports)
Classifier category mix
Governance & policy · 12Elections & politics · 2

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Pune's broader civic problems analysis →
Normalized #38 · raw-volume #35 · qualified coverage base

Indore: Political Meeting reporting profile

4 tagged reports appeared within 11,332 civic reports in 2021–2025, equal to 3.53 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 2.87 in 2021–2023 versus 4.58 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
3.53
per 10K civic reports
Tagged coverage
4
3 active years
Recent change
+1.71
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 6.33/10K (1 reports)2022 · 0.00/10K (0 reports)2023 · 3.54/10K (1 reports)2024 · 0.00/10K (0 reports)2025 · 7.87/10K (2 reports)
Classifier category mix
Governance & policy · 3Elections & politics · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Indore's broader civic problems analysis →
Normalized #39 · raw-volume #37 · qualified coverage base

Ludhiana: Political Meeting reporting profile

4 tagged reports appeared within 12,851 civic reports in 2021–2025, equal to 3.11 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 4.06 in 2021–2023 versus 0.00 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
3.11
per 10K civic reports
Tagged coverage
4
2 active years
Recent change
-4.06
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 8.15/10K (2 reports)2022 · 4.80/10K (2 reports)2023 · 0.00/10K (0 reports)2024 · 0.00/10K (0 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Governance & policy · 2Protest Civil Unrest · 1Elections & politics · 1

The classifier marked authority or institutional action in 0 reports (0.0%) and conclusion language in 0 (0.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Ludhiana's broader civic problems analysis →
National trend and methodology
All 45 cities

Annual normalized signal

20212025
2021 · 23.87/10K (372)2022 · 21.35/10K (465)2023 · 25.03/10K (542)2024 · 18.40/10K (377)2025 · 14.68/10K (284)

Annual values use all covered cities, including cities that do not pass the page-level ranking gate.

Transparent limits

How Prism Geo built this ranking

  • Universe: 45 Indian cities with an existing Prism Geo city manifest; conservative legacy names such as Bangalore/Bengaluru are merged.
  • Window: complete calendar years 2021–2025. Partial 2026 data is excluded.
  • Signal: the exact source tag political_meeting; topic variants are not silently combined.
  • Score: tagged reports ÷ all civic reports × 10,000; raw volume is shown alongside it.
  • Coverage, action, and conclusion figures are classifier outputs. Multiple reports can concern one event, and absence of coverage is not absence of a problem.

Source: marketai.civic_geo_agg. This dataset supports comparison of reporting patterns only; it cannot establish actual case counts, risk, prevalence, or official performance.

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