Prism Geo · city intelligence · pilot
Prism Geo · Rankings · Strike
Labor Employment · evidence ranking · 2021–2025

Which Indian cities show the strongest strike reporting signal?

A comparison of 45 Indian cities covered by Prism Geo. 39 pass the evidence gates and are ranked by exact strike-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 strike 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 strike 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. #36 Indore — Indore district proxy — 4.41 tagged reports per 10,000 civic reports#15 Bhopal — Bhopal district proxy — 21.06 tagged reports per 10,000 civic reports#39 Srinagar — Srinagar district proxy — 2.06 tagged reports per 10,000 civic reports#9 Vadodara — Vadodara district proxy — 24.82 tagged reports per 10,000 civic reports#19 Surat — Surat district proxy — 16.70 tagged reports per 10,000 civic reports#5 Visakhapatnam — Visakhapatnam district proxy — 43.25 tagged reports per 10,000 civic reports#20 Patna — Patna district proxy — 16.44 tagged reports per 10,000 civic reports#17 Gurugram — Gurgaon district proxy — 18.88 tagged reports per 10,000 civic reports#7 Chandigarh — Chandigarh district proxy — 35.86 tagged reports per 10,000 civic reports#2 Raipur — Raipur district proxy — 57.24 tagged reports per 10,000 civic reports#21 Dehradun — Dehradun district proxy — 16.41 tagged reports per 10,000 civic reports#16 Kochi — Ernakulam district proxy — 20.93 tagged reports per 10,000 civic reports#3 Thiruvananthapuram — Thiruvananthapuram district proxy — 49.30 tagged reports per 10,000 civic reports#22 Kolkata — Kolkata district proxy — 14.39 tagged reports per 10,000 civic reports#35 Amritsar — Amritsar district proxy — 4.60 tagged reports per 10,000 civic reports#1 Ludhiana — Ludhiana district proxy — 66.14 tagged reports per 10,000 civic reports#25 Mysuru — Mysore district proxy — 10.70 tagged reports per 10,000 civic reports#12 Bengaluru — Bangalore district proxy — 21.99 tagged reports per 10,000 civic reports#8 Nashik — Nashik district proxy — 34.39 tagged reports per 10,000 civic reports#11 Pune — Pune district proxy — 23.18 tagged reports per 10,000 civic reports#27 Thane — Thane district proxy — 9.41 tagged reports per 10,000 civic reports#10 Mumbai — Mumbai Suburban district proxy — 23.59 tagged reports per 10,000 civic reports#32 Nagpur — Nagpur district proxy — 7.66 tagged reports per 10,000 civic reports#14 Bhubaneswar — Khordha district proxy — 21.27 tagged reports per 10,000 civic reports#18 Jaipur — Jaipur district proxy — 18.52 tagged reports per 10,000 civic reports#13 Moradabad — Moradabad district proxy — 21.88 tagged reports per 10,000 civic reports#31 Meerut — Meerut district proxy — 7.70 tagged reports per 10,000 civic reports#38 Bareilly — Bareilly district proxy — 3.61 tagged reports per 10,000 civic reports#34 Mathura — Mathura district proxy — 5.57 tagged reports per 10,000 civic reports#23 Lucknow — Lucknow district proxy — 11.60 tagged reports per 10,000 civic reports#30 Kanpur — Kanpur Nagar district proxy — 8.10 tagged reports per 10,000 civic reports#37 Varanasi — Varanasi district proxy — 4.30 tagged reports per 10,000 civic reports#24 Ghaziabad — Ghaziabad district proxy — 11.17 tagged reports per 10,000 civic reports#33 Noida — Gautam Buddha Nagar district proxy — 6.88 tagged reports per 10,000 civic reports#29 Agra — Agra district proxy — 8.64 tagged reports per 10,000 civic reports#6 Chennai — Chennai district proxy — 38.51 tagged reports per 10,000 civic reports#28 Prayagraj — Allahabad district proxy — 8.66 tagged reports per 10,000 civic reports#4 Coimbatore — Coimbatore district proxy — 46.09 tagged reports per 10,000 civic reports#26 New Delhi — Central district proxy — 10.40 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

Ludhiana leads the normalized comparison at 66.14 tagged reports per 10,000 civic reports. New Delhi leads raw volume with 309 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
Ludhiana
66.14 per 10K
Raw-volume leader
New Delhi
309 tagged reports
Largest recent rise
Chennai
+41.69 per-10K points
National comparison
-6.01
recent per-10K change
Computed findings
What stands out
Complete ranking
Primary and companion measures

Strike 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
1Ludhiana
Punjab
66.14855+5.365/5
2Raipur
Chhattisgarh
57.24519-26.685/5
3Thiruvananthapuram
Kerala
49.30738+22.245/5
4Coimbatore
Tamil Nadu
46.092017+4.095/5
5Visakhapatnam
Andhra Pradesh
43.251621+25.395/5
6Chennai
Tamil Nadu
38.511074+41.695/5
7Chandigarh
Chandigarh
35.86807+4.645/5
8Nashik
Maharashtra
34.391224-46.533/5
9Vadodara
Gujarat
24.82731-42.373/5
10Mumbai
Maharashtra
23.592822-17.435/5
11Pune
Maharashtra
23.18846-14.555/5
12Bengaluru
Karnataka
21.991283-10.115/5
13Moradabad
Uttar Pradesh
21.88827+16.724/5
14Bhubaneswar
Odisha
21.273714-14.934/5
15Bhopal
Madhya Pradesh
21.063515-12.774/5
16Kochi
Kerala
20.931919-9.814/5
17Gurugram
Haryana
18.884510-20.115/5
18Jaipur
Rajasthan
18.523016-5.185/5
19Surat
Gujarat
16.70729+7.515/5
20Patna
Bihar
16.444312-3.195/5
21Dehradun
Uttarakhand
16.411620-1.425/5
22Kolkata
West Bengal
14.394511+6.045/5
23Lucknow
Uttar Pradesh
11.604113-13.315/5
24Ghaziabad
Uttar Pradesh
11.171918+14.674/5
25Mysuru
Karnataka
10.70535+11.512/5
26New Delhi
Delhi
10.403091-7.215/5
27Thane
Maharashtra
9.41730-8.583/5
28Prayagraj
Uttar Pradesh
8.661423-7.015/5
29Agra
Uttar Pradesh
8.64925+13.644/5
30Kanpur
Uttar Pradesh
8.10632+14.733/5
31Meerut
Uttar Pradesh
7.70826-6.205/5
32Nagpur
Maharashtra
7.66828-11.783/5
33Noida
Uttar Pradesh
6.881422+8.635/5
34Mathura
Uttar Pradesh
5.57338-8.642/5
35Amritsar
Punjab
4.60336-7.672/5
36Indore
Madhya Pradesh
4.41534-3.454/5
37Varanasi
Uttar Pradesh
4.30633-3.964/5
38Bareilly
Uttar Pradesh
3.61337-6.941/5
39Srinagar
Jammu and Kashmir
2.06339-3.451/5

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 #5 · high coverage base

Ludhiana: Strike reporting profile

85 tagged reports appeared within 12,851 civic reports in 2021–2025, equal to 66.14 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 64.90 in 2021–2023 versus 70.26 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
66.14
per 10K civic reports
Tagged coverage
85
5 active years
Recent change
+5.36
per-10K points
Action marker
2.4%
classifier coverage
20212025
Annual evidence
2021 · 89.65/10K (22 reports)2022 · 52.80/10K (22 reports)2023 · 61.71/10K (20 reports)2024 · 42.25/10K (6 reports)2025 · 95.60/10K (15 reports)
Classifier category mix
Labor Employment · 83Protest Civil Unrest · 2

The classifier marked authority or institutional action in 2 reports (2.4%) and conclusion language in 2 (2.4%). 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 →
Normalized #2 · raw-volume #9 · established coverage base

Raipur: Strike reporting profile

51 tagged reports appeared within 8,910 civic reports in 2021–2025, equal to 57.24 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 67.51 in 2021–2023 versus 40.83 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
57.24
per 10K civic reports
Tagged coverage
51
5 active years
Recent change
-26.68
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 44.54/10K (6 reports)2022 · 105.94/10K (18 reports)2023 · 53.39/10K (13 reports)2024 · 19.47/10K (3 reports)2025 · 58.26/10K (11 reports)
Classifier category mix
Labor Employment · 50Protest 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 Raipur's broader civic problems analysis →
Normalized #3 · raw-volume #8 · established coverage base

Thiruvananthapuram: Strike reporting profile

73 tagged reports appeared within 14,806 civic reports in 2021–2025, equal to 49.30 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 41.53 in 2021–2023 versus 63.77 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
49.30
per 10K civic reports
Tagged coverage
73
5 active years
Recent change
+22.24
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 58.36/10K (14 reports)2022 · 51.84/10K (21 reports)2023 · 15.72/10K (5 reports)2024 · 26.70/10K (7 reports)2025 · 101.84/10K (26 reports)
Classifier category mix
Labor Employment · 71Protest 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 Thiruvananthapuram's broader civic problems analysis →
Normalized #4 · raw-volume #17 · established coverage base

Coimbatore: Strike reporting profile

20 tagged reports appeared within 4,339 civic reports in 2021–2025, equal to 46.09 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 44.54 in 2021–2023 versus 48.63 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
46.09
per 10K civic reports
Tagged coverage
20
5 active years
Recent change
+4.09
per-10K points
Action marker
5.0%
classifier coverage
20212025
Annual evidence
2021 · 32.73/10K (2 reports)2022 · 74.88/10K (9 reports)2023 · 11.35/10K (1 reports)2024 · 56.29/10K (3 reports)2025 · 44.96/10K (5 reports)
Classifier category mix
Labor Employment · 18Protest Civil Unrest · 2

The classifier marked authority or institutional action in 1 reports (5.0%) and conclusion language in 1 (5.0%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Coimbatore's broader civic problems analysis →
Normalized #5 · raw-volume #21 · qualified coverage base

Visakhapatnam: Strike reporting profile

16 tagged reports appeared within 3,699 civic reports in 2021–2025, equal to 43.25 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 32.60 in 2021–2023 versus 57.99 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
43.25
per 10K civic reports
Tagged coverage
16
5 active years
Recent change
+25.39
per-10K points
Action marker
6.2%
classifier coverage
20212025
Annual evidence
2021 · 58.65/10K (2 reports)2022 · 58.14/10K (4 reports)2023 · 8.94/10K (1 reports)2024 · 88.63/10K (6 reports)2025 · 34.29/10K (3 reports)
Classifier category mix
Labor Employment · 15Protest Civil Unrest · 1

The classifier marked authority or institutional action in 1 reports (6.2%) and conclusion language in 1 (6.2%). 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 #4 · high coverage base

Chennai: Strike reporting profile

107 tagged reports appeared within 27,784 civic reports in 2021–2025, equal to 38.51 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 19.69 in 2021–2023 versus 61.38 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
38.51
per 10K civic reports
Tagged coverage
107
5 active years
Recent change
+41.69
per-10K points
Action marker
1.9%
classifier coverage
20212025
Annual evidence
2021 · 13.42/10K (4 reports)2022 · 27.32/10K (13 reports)2023 · 17.33/10K (13 reports)2024 · 96.63/10K (58 reports)2025 · 29.04/10K (19 reports)
Classifier category mix
Labor Employment · 105Protest Civil Unrest · 2

The classifier marked authority or institutional action in 2 reports (1.9%) and conclusion language in 2 (1.9%). 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 #7 · raw-volume #7 · high coverage base

Chandigarh: Strike reporting profile

80 tagged reports appeared within 22,311 civic reports in 2021–2025, equal to 35.86 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 34.36 in 2021–2023 versus 39.00 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
35.86
per 10K civic reports
Tagged coverage
80
5 active years
Recent change
+4.64
per-10K points
Action marker
6.2%
classifier coverage
20212025
Annual evidence
2021 · 30.11/10K (13 reports)2022 · 39.79/10K (23 reports)2023 · 31.78/10K (16 reports)2024 · 51.95/10K (20 reports)2025 · 24.03/10K (8 reports)
Classifier category mix
Labor Employment · 75Protest Civil Unrest · 4Public health · 1

The classifier marked authority or institutional action in 5 reports (6.2%) and conclusion language in 5 (6.2%). 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 #8 · raw-volume #24 · qualified coverage base

Nashik: Strike reporting profile

12 tagged reports appeared within 3,489 civic reports in 2021–2025, equal to 34.39 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 46.53 in 2021–2023 versus 0.00 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
34.39
per 10K civic reports
Tagged coverage
12
3 active years
Recent change
-46.53
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 106.38/10K (6 reports)2022 · 9.64/10K (1 reports)2023 · 51.12/10K (5 reports)2024 · 0.00/10K (0 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Labor Employment · 11Protest 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 Nashik's broader civic problems analysis →
Normalized #9 · raw-volume #31 · qualified coverage base

Vadodara: Strike reporting profile

7 tagged reports appeared within 2,820 civic reports in 2021–2025, equal to 24.82 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 42.37 in 2021–2023 versus 0.00 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
24.82
per 10K civic reports
Tagged coverage
7
3 active years
Recent change
-42.37
per-10K points
Action marker
14.3%
classifier coverage
20212025
Annual evidence
2021 · 54.64/10K (3 reports)2022 · 49.10/10K (3 reports)2023 · 20.33/10K (1 reports)2024 · 0.00/10K (0 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Labor Employment · 7

The classifier marked authority or institutional action in 1 reports (14.3%) and conclusion language in 1 (14.3%). 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 #10 · raw-volume #2 · high coverage base

Mumbai: Strike reporting profile

282 tagged reports appeared within 119,517 civic reports in 2021–2025, equal to 23.59 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 30.06 in 2021–2023 versus 12.63 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
23.59
per 10K civic reports
Tagged coverage
282
5 active years
Recent change
-17.43
per-10K points
Action marker
2.8%
classifier coverage
20212025
Annual evidence
2021 · 27.16/10K (63 reports)2022 · 23.10/10K (66 reports)2023 · 41.42/10K (97 reports)2024 · 11.92/10K (25 reports)2025 · 13.28/10K (31 reports)
Classifier category mix
Labor Employment · 277Protest Civil Unrest · 4Public health · 1

The classifier marked authority or institutional action in 8 reports (2.8%) and conclusion language in 8 (2.8%). 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 #11 · raw-volume #6 · high coverage base

Pune: Strike reporting profile

84 tagged reports appeared within 36,239 civic reports in 2021–2025, equal to 23.18 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 29.40 in 2021–2023 versus 14.85 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
23.18
per 10K civic reports
Tagged coverage
84
5 active years
Recent change
-14.55
per-10K points
Action marker
7.1%
classifier coverage
20212025
Annual evidence
2021 · 31.28/10K (19 reports)2022 · 24.67/10K (18 reports)2023 · 32.53/10K (24 reports)2024 · 14.79/10K (12 reports)2025 · 14.91/10K (11 reports)
Classifier category mix
Labor Employment · 83Protest Civil Unrest · 1

The classifier marked authority or institutional action in 6 reports (7.1%) and conclusion language in 6 (7.1%). 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 #12 · raw-volume #3 · high coverage base

Bengaluru: Strike reporting profile

128 tagged reports appeared within 58,199 civic reports in 2021–2025, equal to 21.99 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 26.95 in 2021–2023 versus 16.84 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
21.99
per 10K civic reports
Tagged coverage
128
5 active years
Recent change
-10.11
per-10K points
Action marker
2.3%
classifier coverage
20212025
Annual evidence
2021 · 57.14/10K (36 reports)2022 · 10.20/10K (11 reports)2023 · 26.17/10K (33 reports)2024 · 6.75/10K (9 reports)2025 · 25.71/10K (39 reports)
Classifier category mix
Labor Employment · 126Protest Civil Unrest · 2

The classifier marked authority or institutional action in 3 reports (2.3%) and conclusion language in 3 (2.3%). 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 #13 · raw-volume #27 · qualified coverage base

Moradabad: Strike reporting profile

8 tagged reports appeared within 3,657 civic reports in 2021–2025, equal to 21.88 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 12.48 in 2021–2023 versus 29.20 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
21.88
per 10K civic reports
Tagged coverage
8
4 active years
Recent change
+16.72
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 · 23.36/10K (1 reports)2024 · 42.44/10K (5 reports)2025 · 11.40/10K (1 reports)
Classifier category mix
Labor Employment · 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 Moradabad's broader civic problems analysis →
Normalized #14 · raw-volume #14 · established coverage base

Bhubaneswar: Strike reporting profile

37 tagged reports appeared within 17,398 civic reports in 2021–2025, equal to 21.27 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 27.89 in 2021–2023 versus 12.96 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
21.27
per 10K civic reports
Tagged coverage
37
4 active years
Recent change
-14.93
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 5.82/10K (2 reports)2023 · 72.15/10K (25 reports)2024 · 16.19/10K (6 reports)2025 · 9.98/10K (4 reports)
Classifier category mix
Labor Employment · 35Protest 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 Bhubaneswar's broader civic problems analysis →
Normalized #15 · raw-volume #15 · established coverage base

Bhopal: Strike reporting profile

35 tagged reports appeared within 16,621 civic reports in 2021–2025, equal to 21.06 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 25.78 in 2021–2023 versus 13.01 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
21.06
per 10K civic reports
Tagged coverage
35
4 active years
Recent change
-12.77
per-10K points
Action marker
20.0%
classifier coverage
20212025
Annual evidence
2021 · 36.02/10K (10 reports)2022 · 0.00/10K (0 reports)2023 · 41.41/10K (17 reports)2024 · 11.57/10K (3 reports)2025 · 14.06/10K (5 reports)
Classifier category mix
Labor Employment · 30Protest Civil Unrest · 4Public health · 1

The classifier marked authority or institutional action in 7 reports (20.0%) and conclusion language in 7 (20.0%). 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 #16 · raw-volume #19 · qualified coverage base

Kochi: Strike reporting profile

19 tagged reports appeared within 9,077 civic reports in 2021–2025, equal to 20.93 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 23.98 in 2021–2023 versus 14.17 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
20.93
per 10K civic reports
Tagged coverage
19
4 active years
Recent change
-9.81
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 43.57/10K (12 reports)2023 · 12.81/10K (3 reports)2024 · 8.33/10K (1 reports)2025 · 18.50/10K (3 reports)
Classifier category mix
Labor Employment · 19

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 #17 · raw-volume #10 · established coverage base

Gurugram: Strike reporting profile

45 tagged reports appeared within 23,841 civic reports in 2021–2025, equal to 18.88 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 27.20 in 2021–2023 versus 7.09 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
18.88
per 10K civic reports
Tagged coverage
45
5 active years
Recent change
-20.11
per-10K points
Action marker
2.2%
classifier coverage
20212025
Annual evidence
2021 · 18.21/10K (5 reports)2022 · 8.74/10K (5 reports)2023 · 50.91/10K (28 reports)2024 · 9.70/10K (5 reports)2025 · 4.24/10K (2 reports)
Classifier category mix
Labor Employment · 45

The classifier marked authority or institutional action in 1 reports (2.2%) and conclusion language in 1 (2.2%). 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 #18 · raw-volume #16 · established coverage base

Jaipur: Strike reporting profile

30 tagged reports appeared within 16,200 civic reports in 2021–2025, equal to 18.52 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 20.41 in 2021–2023 versus 15.23 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
18.52
per 10K civic reports
Tagged coverage
30
5 active years
Recent change
-5.18
per-10K points
Action marker
3.3%
classifier coverage
20212025
Annual evidence
2021 · 33.11/10K (9 reports)2022 · 14.22/10K (5 reports)2023 · 17.25/10K (7 reports)2024 · 26.96/10K (7 reports)2025 · 6.04/10K (2 reports)
Classifier category mix
Labor Employment · 30

The classifier marked authority or institutional action in 1 reports (3.3%) and conclusion language in 1 (3.3%). 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 #19 · raw-volume #29 · qualified coverage base

Surat: Strike reporting profile

7 tagged reports appeared within 4,191 civic reports in 2021–2025, equal to 16.70 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 14.23 in 2021–2023 versus 21.74 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
16.70
per 10K civic reports
Tagged coverage
7
5 active years
Recent change
+7.51
per-10K points
Action marker
28.6%
classifier coverage
20212025
Annual evidence
2021 · 32.84/10K (2 reports)2022 · 11.96/10K (1 reports)2023 · 7.32/10K (1 reports)2024 · 14.93/10K (1 reports)2025 · 28.17/10K (2 reports)
Classifier category mix
Labor Employment · 6Protest Civil Unrest · 1

The classifier marked authority or institutional action in 2 reports (28.6%) and conclusion language in 2 (28.6%). 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 #20 · raw-volume #12 · established coverage base

Patna: Strike reporting profile

43 tagged reports appeared within 26,153 civic reports in 2021–2025, equal to 16.44 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 17.86 in 2021–2023 versus 14.67 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
16.44
per 10K civic reports
Tagged coverage
43
5 active years
Recent change
-3.19
per-10K points
Action marker
7.0%
classifier coverage
20212025
Annual evidence
2021 · 20.54/10K (9 reports)2022 · 18.61/10K (10 reports)2023 · 14.57/10K (7 reports)2024 · 12.28/10K (7 reports)2025 · 16.98/10K (10 reports)
Classifier category mix
Labor Employment · 38Protest Civil Unrest · 5

The classifier marked authority or institutional action in 3 reports (7.0%) and conclusion language in 3 (7.0%). 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 #21 · raw-volume #20 · qualified coverage base

Dehradun: Strike reporting profile

16 tagged reports appeared within 9,750 civic reports in 2021–2025, equal to 16.41 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 17.06 in 2021–2023 versus 15.64 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
16.41
per 10K civic reports
Tagged coverage
16
5 active years
Recent change
-1.42
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 44.61/10K (7 reports)2022 · 5.32/10K (1 reports)2023 · 5.47/10K (1 reports)2024 · 16.88/10K (4 reports)2025 · 14.25/10K (3 reports)
Classifier category mix
Labor Employment · 16

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 #22 · raw-volume #11 · established coverage base

Kolkata: Strike reporting profile

45 tagged reports appeared within 31,282 civic reports in 2021–2025, equal to 14.39 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 11.40 in 2021–2023 versus 17.44 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
14.39
per 10K civic reports
Tagged coverage
45
5 active years
Recent change
+6.04
per-10K points
Action marker
4.4%
classifier coverage
20212025
Annual evidence
2021 · 5.06/10K (2 reports)2022 · 12.43/10K (8 reports)2023 · 14.81/10K (8 reports)2024 · 22.27/10K (23 reports)2025 · 7.75/10K (4 reports)
Classifier category mix
Labor Employment · 28Protest Civil Unrest · 15Public safety · 2

The classifier marked authority or institutional action in 2 reports (4.4%) and conclusion language in 2 (4.4%). 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 #23 · raw-volume #13 · established coverage base

Lucknow: Strike reporting profile

41 tagged reports appeared within 35,340 civic reports in 2021–2025, equal to 11.60 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 16.88 in 2021–2023 versus 3.57 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
11.60
per 10K civic reports
Tagged coverage
41
5 active years
Recent change
-13.31
per-10K points
Action marker
7.3%
classifier coverage
20212025
Annual evidence
2021 · 19.49/10K (13 reports)2022 · 4.96/10K (4 reports)2023 · 28.80/10K (19 reports)2024 · 3.94/10K (3 reports)2025 · 3.13/10K (2 reports)
Classifier category mix
Labor Employment · 39Protest Civil Unrest · 1Infrastructure & utilities · 1

The classifier marked authority or institutional action in 3 reports (7.3%) and conclusion language in 3 (7.3%). 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 #24 · raw-volume #18 · qualified coverage base

Ghaziabad: Strike reporting profile

19 tagged reports appeared within 17,010 civic reports in 2021–2025, equal to 11.17 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 5.05 in 2021–2023 versus 19.72 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
11.17
per 10K civic reports
Tagged coverage
19
4 active years
Recent change
+14.67
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 12.03/10K (4 reports)2022 · 2.89/10K (1 reports)2023 · 0.00/10K (0 reports)2024 · 32.15/10K (13 reports)2025 · 3.27/10K (1 reports)
Classifier category mix
Labor Employment · 12Protest Civil Unrest · 5Public health · 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 Ghaziabad's broader civic problems analysis →
Normalized #25 · raw-volume #35 · qualified coverage base

Mysuru: Strike 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 rising share of local civic coverage: 4.57 in 2021–2023 versus 16.08 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
10.70
per 10K civic reports
Tagged coverage
5
2 active years
Recent change
+11.51
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 · 11.92/10K (1 reports)2024 · 0.00/10K (0 reports)2025 · 38.57/10K (4 reports)
Classifier category mix
Labor Employment · 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 Mysuru's broader civic problems analysis →
Normalized #26 · raw-volume #1 · high coverage base

New Delhi: Strike reporting profile

309 tagged reports appeared within 297,207 civic reports in 2021–2025, equal to 10.40 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 13.22 in 2021–2023 versus 6.01 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
10.40
per 10K civic reports
Tagged coverage
309
5 active years
Recent change
-7.21
per-10K points
Action marker
3.2%
classifier coverage
20212025
Annual evidence
2021 · 13.47/10K (61 reports)2022 · 24.21/10K (157 reports)2023 · 2.97/10K (21 reports)2024 · 5.85/10K (36 reports)2025 · 6.19/10K (34 reports)
Classifier category mix
Labor Employment · 296Protest Civil Unrest · 12Public health · 1

The classifier marked authority or institutional action in 10 reports (3.2%) and conclusion language in 10 (3.2%). 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 #27 · raw-volume #30 · qualified coverage base

Thane: Strike reporting profile

7 tagged reports appeared within 7,439 civic reports in 2021–2025, equal to 9.41 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 12.42 in 2021–2023 versus 3.84 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
9.41
per 10K civic reports
Tagged coverage
7
3 active years
Recent change
-8.58
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 9.14/10K (1 reports)2022 · 0.00/10K (0 reports)2023 · 24.14/10K (5 reports)2024 · 0.00/10K (0 reports)2025 · 8.58/10K (1 reports)
Classifier category mix
Labor Employment · 7

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 Thane's broader civic problems analysis →
Normalized #28 · raw-volume #23 · qualified coverage base

Prayagraj: Strike reporting profile

14 tagged reports appeared within 16,169 civic reports in 2021–2025, equal to 8.66 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 12.08 in 2021–2023 versus 5.07 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
8.66
per 10K civic reports
Tagged coverage
14
5 active years
Recent change
-7.01
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 12.82/10K (2 reports)2022 · 4.24/10K (1 reports)2023 · 16.06/10K (7 reports)2024 · 7.19/10K (3 reports)2025 · 2.69/10K (1 reports)
Classifier category mix
Labor Employment · 14

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 #29 · raw-volume #25 · qualified coverage base

Agra: Strike reporting profile

9 tagged reports appeared within 10,412 civic reports in 2021–2025, equal to 8.64 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 3.20 in 2021–2023 versus 16.84 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
8.64
per 10K civic reports
Tagged coverage
9
4 active years
Recent change
+13.64
per-10K points
Action marker
11.1%
classifier coverage
20212025
Annual evidence
2021 · 4.41/10K (1 reports)2022 · 4.48/10K (1 reports)2023 · 0.00/10K (0 reports)2024 · 25.13/10K (6 reports)2025 · 5.66/10K (1 reports)
Classifier category mix
Labor Employment · 7Public safety · 1Protest Civil Unrest · 1

The classifier marked authority or institutional action in 1 reports (11.1%) and conclusion language in 1 (11.1%). 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 #30 · raw-volume #32 · qualified coverage base

Kanpur: Strike reporting profile

6 tagged reports appeared within 7,407 civic reports in 2021–2025, equal to 8.10 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 2.24 in 2021–2023 versus 16.97 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
8.10
per 10K civic reports
Tagged coverage
6
3 active years
Recent change
+14.73
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 · 7.12/10K (1 reports)2024 · 23.41/10K (4 reports)2025 · 8.08/10K (1 reports)
Classifier category mix
Labor Employment · 4Protest Civil Unrest · 1Public safety · 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 #31 · raw-volume #26 · qualified coverage base

Meerut: Strike reporting profile

8 tagged reports appeared within 10,393 civic reports in 2021–2025, equal to 7.70 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 10.48 in 2021–2023 versus 4.28 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
7.70
per 10K civic reports
Tagged coverage
8
5 active years
Recent change
-6.20
per-10K points
Action marker
12.5%
classifier coverage
20212025
Annual evidence
2021 · 12.86/10K (3 reports)2022 · 5.37/10K (1 reports)2023 · 13.08/10K (2 reports)2024 · 3.88/10K (1 reports)2025 · 4.78/10K (1 reports)
Classifier category mix
Labor Employment · 7Protest Civil Unrest · 1

The classifier marked authority or institutional action in 1 reports (12.5%) and conclusion language in 1 (12.5%). 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 #32 · raw-volume #28 · qualified coverage base

Nagpur: Strike reporting profile

8 tagged reports appeared within 10,447 civic reports in 2021–2025, equal to 7.66 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 11.78 in 2021–2023 versus 0.00 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
7.66
per 10K civic reports
Tagged coverage
8
3 active years
Recent change
-11.78
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 6.19/10K (1 reports)2022 · 19.41/10K (5 reports)2023 · 7.69/10K (2 reports)2024 · 0.00/10K (0 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Labor Employment · 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 Nagpur's broader civic problems analysis →
Normalized #33 · raw-volume #22 · qualified coverage base

Noida: Strike reporting profile

14 tagged reports appeared within 20,361 civic reports in 2021–2025, equal to 6.88 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 3.33 in 2021–2023 versus 11.96 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
6.88
per 10K civic reports
Tagged coverage
14
5 active years
Recent change
+8.63
per-10K points
Action marker
14.3%
classifier coverage
20212025
Annual evidence
2021 · 3.08/10K (1 reports)2022 · 2.16/10K (1 reports)2023 · 4.86/10K (2 reports)2024 · 17.67/10K (9 reports)2025 · 3.06/10K (1 reports)
Classifier category mix
Labor Employment · 14

The classifier marked authority or institutional action in 2 reports (14.3%) and conclusion language in 2 (14.3%). These are article-level signals: repeated coverage can refer to the same underlying event, and the markers do not prove official resolution.

Open Noida's broader civic problems analysis →
Normalized #34 · raw-volume #38 · qualified coverage base

Mathura: Strike reporting profile

3 tagged reports appeared within 5,388 civic reports in 2021–2025, equal to 5.57 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 8.64 in 2021–2023 versus 0.00 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
5.57
per 10K civic reports
Tagged coverage
3
2 active years
Recent change
-8.64
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 10.48/10K (1 reports)2022 · 13.77/10K (2 reports)2023 · 0.00/10K (0 reports)2024 · 0.00/10K (0 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Labor Employment · 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 Mathura's broader civic problems analysis →
Normalized #35 · raw-volume #36 · qualified coverage base

Amritsar: Strike reporting profile

3 tagged reports appeared within 6,520 civic reports in 2021–2025, equal to 4.60 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 7.67 in 2021–2023 versus 0.00 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
4.60
per 10K civic reports
Tagged coverage
3
2 active years
Recent change
-7.67
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 6.87/10K (1 reports)2023 · 12.26/10K (2 reports)2024 · 0.00/10K (0 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Labor Employment · 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 #36 · raw-volume #34 · qualified coverage base

Indore: Strike reporting profile

5 tagged reports appeared within 11,332 civic reports in 2021–2025, equal to 4.41 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 5.74 in 2021–2023 versus 2.29 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
4.41
per 10K civic reports
Tagged coverage
5
4 active years
Recent change
-3.45
per-10K points
Action marker
20.0%
classifier coverage
20212025
Annual evidence
2021 · 6.33/10K (1 reports)2022 · 3.90/10K (1 reports)2023 · 7.07/10K (2 reports)2024 · 5.49/10K (1 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Labor Employment · 5

The classifier marked authority or institutional action in 1 reports (20.0%) and conclusion language in 1 (20.0%). 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 #37 · raw-volume #33 · qualified coverage base

Varanasi: Strike reporting profile

6 tagged reports appeared within 13,958 civic reports in 2021–2025, equal to 4.30 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 5.82 in 2021–2023 versus 1.86 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
4.30
per 10K civic reports
Tagged coverage
6
4 active years
Recent change
-3.96
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 4.31/10K (1 reports)2022 · 5.44/10K (2 reports)2023 · 7.70/10K (2 reports)2024 · 0.00/10K (0 reports)2025 · 5.43/10K (1 reports)
Classifier category mix
Labor Employment · 4Governance & policy · 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 Varanasi's broader civic problems analysis →
Normalized #38 · raw-volume #37 · qualified coverage base

Bareilly: Strike reporting profile

3 tagged reports appeared within 8,318 civic reports in 2021–2025, equal to 3.61 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 6.94 in 2021–2023 versus 0.00 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
3.61
per 10K civic reports
Tagged coverage
3
1 active years
Recent change
-6.94
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 20.34/10K (3 reports)2022 · 0.00/10K (0 reports)2023 · 0.00/10K (0 reports)2024 · 0.00/10K (0 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Labor Employment · 2Education · 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 Bareilly's broader civic problems analysis →
Normalized #39 · raw-volume #39 · qualified coverage base

Srinagar: Strike reporting profile

3 tagged reports appeared within 14,562 civic reports in 2021–2025, equal to 2.06 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 3.45 in 2021–2023 versus 0.00 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
2.06
per 10K civic reports
Tagged coverage
3
1 active years
Recent change
-3.45
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 9.22/10K (3 reports)2023 · 0.00/10K (0 reports)2024 · 0.00/10K (0 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Protest Civil Unrest · 2Labor Employment · 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 Srinagar's broader civic problems analysis →
National trend and methodology
All 45 cities

Annual normalized signal

20212025
2021 · 21.04/10K (328)2022 · 19.88/10K (433)2023 · 18.20/10K (394)2024 · 14.06/10K (288)2025 · 13.03/10K (252)

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 strike; 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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