Prism Geo · city intelligence · pilot
Prism Geo · Rankings · Rioting
Crime & violence · evidence ranking · 2021–2025

Which Indian cities show the strongest rioting reporting signal?

A comparison of 45 Indian cities covered by Prism Geo. 24 pass the evidence gates and are ranked by exact rioting-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 · 24 city-linked districts

Where the rioting 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 21–24 Not ranked
Indian districts containing cities in the rioting reporting ranking India's national silhouette has a soft boundary shadow. District lines are subdued, while the 24 districts containing ranked cities are highlighted by rank. #20 Indore — Indore district proxy — 2.65 tagged reports per 10,000 civic reports#24 Bhopal — Bhopal district proxy — 1.80 tagged reports per 10,000 civic reports#3 Vadodara — Vadodara district proxy — 70.92 tagged reports per 10,000 civic reports#5 Surat — Surat district proxy — 35.79 tagged reports per 10,000 civic reports#13 Gurugram — Gurgaon district proxy — 8.81 tagged reports per 10,000 civic reports#23 Chandigarh — Chandigarh district proxy — 2.24 tagged reports per 10,000 civic reports#17 Dehradun — Dehradun district proxy — 4.10 tagged reports per 10,000 civic reports#22 Kolkata — Kolkata district proxy — 2.24 tagged reports per 10,000 civic reports#21 Ludhiana — Ludhiana district proxy — 2.33 tagged reports per 10,000 civic reports#19 Bengaluru — Bangalore district proxy — 2.92 tagged reports per 10,000 civic reports#18 Pune — Pune district proxy — 3.31 tagged reports per 10,000 civic reports#11 Thane — Thane district proxy — 10.75 tagged reports per 10,000 civic reports#15 Mumbai — Mumbai Suburban district proxy — 4.52 tagged reports per 10,000 civic reports#1 Nagpur — Nagpur district proxy — 104.34 tagged reports per 10,000 civic reports#6 Moradabad — Moradabad district proxy — 24.61 tagged reports per 10,000 civic reports#9 Meerut — Meerut district proxy — 14.43 tagged reports per 10,000 civic reports#4 Bareilly — Bareilly district proxy — 43.28 tagged reports per 10,000 civic reports#14 Lucknow — Lucknow district proxy — 5.94 tagged reports per 10,000 civic reports#2 Kanpur — Kanpur Nagar district proxy — 94.51 tagged reports per 10,000 civic reports#12 Ghaziabad — Ghaziabad district proxy — 9.41 tagged reports per 10,000 civic reports#16 Noida — Gautam Buddha Nagar district proxy — 4.42 tagged reports per 10,000 civic reports#10 Agra — Agra district proxy — 12.49 tagged reports per 10,000 civic reports#8 Prayagraj — Allahabad district proxy — 16.08 tagged reports per 10,000 civic reports#7 New Delhi — Central district proxy — 22.71 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

Nagpur leads the normalized comparison at 104.34 tagged reports per 10,000 civic reports. New Delhi leads raw volume with 675 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
24
passed both evidence gates
Normalized leader
Nagpur
104.34 per 10K
Raw-volume leader
New Delhi
675 tagged reports
Largest recent rise
Nagpur
+289.97 per-10K points
National comparison
-4.07
recent per-10K change
Computed findings
What stands out
Complete ranking
Primary and companion measures

Rioting 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
1Nagpur
Maharashtra
104.341092+289.972/5
2Kanpur
Uttar Pradesh
94.51703-111.865/5
3Vadodara
Gujarat
70.92209-91.843/5
4Bareilly
Uttar Pradesh
43.28365+75.663/5
5Surat
Gujarat
35.791513+22.263/5
6Moradabad
Uttar Pradesh
24.61916-33.973/5
7New Delhi
Delhi
22.716751-18.145/5
8Prayagraj
Uttar Pradesh
16.08266-21.522/5
9Meerut
Uttar Pradesh
14.431512-6.765/5
10Agra
Uttar Pradesh
12.491314+23.274/5
11Thane
Maharashtra
10.75818+7.064/5
12Ghaziabad
Uttar Pradesh
9.411611+5.615/5
13Gurugram
Haryana
8.81217-8.124/5
14Lucknow
Uttar Pradesh
5.94218+1.985/5
15Mumbai
Maharashtra
4.52544-2.884/5
16Noida
Uttar Pradesh
4.42917+0.614/5
17Dehradun
Uttarakhand
4.10421+4.802/5
18Pune
Maharashtra
3.311215-1.284/5
19Bengaluru
Karnataka
2.921710-2.985/5
20Indore
Madhya Pradesh
2.65323+3.143/5
21Ludhiana
Punjab
2.33324-3.042/5
22Kolkata
West Bengal
2.24719-1.884/5
23Chandigarh
Chandigarh
2.24520-1.253/5
24Bhopal
Madhya Pradesh
1.80322-2.862/5

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

Nagpur: Rioting reporting profile

109 tagged reports appeared within 10,447 civic reports in 2021–2025, equal to 104.34 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 2.94 in 2021–2023 versus 292.91 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
104.34
per 10K civic reports
Tagged coverage
109
2 active years
Recent change
+289.97
per-10K points
Action marker
15.6%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 7.76/10K (2 reports)2023 · 0.00/10K (0 reports)2024 · 0.00/10K (0 reports)2025 · 510.50/10K (107 reports)
Classifier category mix
Crime & violence · 76Protest Civil Unrest · 33

The classifier marked authority or institutional action in 17 reports (15.6%) 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 #2 · raw-volume #3 · established coverage base

Kanpur: Rioting reporting profile

70 tagged reports appeared within 7,407 civic reports in 2021–2025, equal to 94.51 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 139.01 in 2021–2023 versus 27.15 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
94.51
per 10K civic reports
Tagged coverage
70
5 active years
Recent change
-111.86
per-10K points
Action marker
37.1%
classifier coverage
20212025
Annual evidence
2021 · 9.27/10K (1 reports)2022 · 278.34/10K (55 reports)2023 · 42.70/10K (6 reports)2024 · 11.70/10K (2 reports)2025 · 48.47/10K (6 reports)
Classifier category mix
Crime & violence · 63Protest Civil Unrest · 7

The classifier marked authority or institutional action in 26 reports (37.1%) and conclusion language in 4 (5.7%). 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 #3 · raw-volume #9 · established coverage base

Vadodara: Rioting reporting profile

20 tagged reports appeared within 2,820 civic reports in 2021–2025, equal to 70.92 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 108.96 in 2021–2023 versus 17.12 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
70.92
per 10K civic reports
Tagged coverage
20
3 active years
Recent change
-91.84
per-10K points
Action marker
60.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 229.13/10K (14 reports)2023 · 81.30/10K (4 reports)2024 · 35.52/10K (2 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Crime & violence · 19Protest Civil Unrest · 1

The classifier marked authority or institutional action in 12 reports (60.0%) and conclusion language in 4 (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 Vadodara's broader civic problems analysis →
Normalized #4 · raw-volume #5 · established coverage base

Bareilly: Rioting reporting profile

36 tagged reports appeared within 8,318 civic reports in 2021–2025, equal to 43.28 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 6.94 in 2021–2023 versus 82.60 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
43.28
per 10K civic reports
Tagged coverage
36
3 active years
Recent change
+75.66
per-10K points
Action marker
27.8%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 23.11/10K (3 reports)2023 · 0.00/10K (0 reports)2024 · 9.31/10K (2 reports)2025 · 167.93/10K (31 reports)
Classifier category mix
Crime & violence · 28Protest Civil Unrest · 8

The classifier marked authority or institutional action in 10 reports (27.8%) 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 #5 · raw-volume #13 · qualified coverage base

Surat: Rioting reporting profile

15 tagged reports appeared within 4,191 civic reports in 2021–2025, equal to 35.79 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 28.46 in 2021–2023 versus 50.72 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
35.79
per 10K civic reports
Tagged coverage
15
3 active years
Recent change
+22.26
per-10K points
Action marker
33.3%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 23.92/10K (2 reports)2023 · 43.92/10K (6 reports)2024 · 104.48/10K (7 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Crime & violence · 9Protest Civil Unrest · 6

The classifier marked authority or institutional action in 5 reports (33.3%) 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 #6 · raw-volume #16 · qualified coverage base

Moradabad: Rioting 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 falling share of local civic coverage: 43.70 in 2021–2023 versus 9.73 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
24.61
per 10K civic reports
Tagged coverage
9
3 active years
Recent change
-33.97
per-10K points
Action marker
11.1%
classifier coverage
20212025
Annual evidence
2021 · 50.76/10K (3 reports)2022 · 0.00/10K (0 reports)2023 · 93.46/10K (4 reports)2024 · 16.98/10K (2 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Crime & violence · 8Policing & law enforcement · 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 Moradabad's broader civic problems analysis →
Normalized #7 · raw-volume #1 · high coverage base

New Delhi: Rioting reporting profile

675 tagged reports appeared within 297,207 civic reports in 2021–2025, equal to 22.71 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 29.82 in 2021–2023 versus 11.68 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
22.71
per 10K civic reports
Tagged coverage
675
5 active years
Recent change
-18.14
per-10K points
Action marker
31.0%
classifier coverage
20212025
Annual evidence
2021 · 46.37/10K (210 reports)2022 · 29.92/10K (194 reports)2023 · 19.12/10K (135 reports)2024 · 13.00/10K (80 reports)2025 · 10.19/10K (56 reports)
Classifier category mix
Crime & violence · 655Protest Civil Unrest · 20

The classifier marked authority or institutional action in 209 reports (31.0%) and conclusion language in 91 (13.5%). 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 #8 · raw-volume #6 · established coverage base

Prayagraj: Rioting reporting profile

26 tagged reports appeared within 16,169 civic reports in 2021–2025, equal to 16.08 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 26.59 in 2021–2023 versus 5.07 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
16.08
per 10K civic reports
Tagged coverage
26
2 active years
Recent change
-21.52
per-10K points
Action marker
7.7%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 93.34/10K (22 reports)2023 · 0.00/10K (0 reports)2024 · 0.00/10K (0 reports)2025 · 10.75/10K (4 reports)
Classifier category mix
Crime & violence · 19Protest Civil Unrest · 7

The classifier marked authority or institutional action in 2 reports (7.7%) 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 #9 · raw-volume #12 · qualified coverage base

Meerut: Rioting reporting profile

15 tagged reports appeared within 10,393 civic reports in 2021–2025, equal to 14.43 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 17.47 in 2021–2023 versus 10.71 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
14.43
per 10K civic reports
Tagged coverage
15
5 active years
Recent change
-6.76
per-10K points
Action marker
20.0%
classifier coverage
20212025
Annual evidence
2021 · 21.43/10K (5 reports)2022 · 5.37/10K (1 reports)2023 · 26.16/10K (4 reports)2024 · 7.76/10K (2 reports)2025 · 14.35/10K (3 reports)
Classifier category mix
Crime & violence · 14Protest Civil Unrest · 1

The classifier marked authority or institutional action in 3 reports (20.0%) and conclusion language in 3 (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 Meerut's broader civic problems analysis →
Normalized #10 · raw-volume #14 · qualified coverage base

Agra: Rioting reporting profile

13 tagged reports appeared within 10,412 civic reports in 2021–2025, equal to 12.49 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 3.20 in 2021–2023 versus 26.47 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
12.49
per 10K civic reports
Tagged coverage
13
4 active years
Recent change
+23.27
per-10K points
Action marker
15.4%
classifier coverage
20212025
Annual evidence
2021 · 4.41/10K (1 reports)2022 · 0.00/10K (0 reports)2023 · 5.70/10K (1 reports)2024 · 8.38/10K (2 reports)2025 · 50.90/10K (9 reports)
Classifier category mix
Crime & violence · 13

The classifier marked authority or institutional action in 2 reports (15.4%) 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 #11 · raw-volume #18 · qualified coverage base

Thane: Rioting reporting profile

8 tagged reports appeared within 7,439 civic reports in 2021–2025, equal to 10.75 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 8.28 in 2021–2023 versus 15.34 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
10.75
per 10K civic reports
Tagged coverage
8
4 active years
Recent change
+7.06
per-10K points
Action marker
50.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 6.00/10K (1 reports)2023 · 14.49/10K (3 reports)2024 · 6.93/10K (1 reports)2025 · 25.75/10K (3 reports)
Classifier category mix
Crime & violence · 8

The classifier marked authority or institutional action in 4 reports (50.0%) and conclusion language in 3 (37.5%). 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 #12 · raw-volume #11 · qualified coverage base

Ghaziabad: Rioting reporting profile

16 tagged reports appeared within 17,010 civic reports in 2021–2025, equal to 9.41 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 7.06 in 2021–2023 versus 12.67 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
9.41
per 10K civic reports
Tagged coverage
16
5 active years
Recent change
+5.61
per-10K points
Action marker
25.0%
classifier coverage
20212025
Annual evidence
2021 · 3.01/10K (1 reports)2022 · 11.54/10K (4 reports)2023 · 6.41/10K (2 reports)2024 · 19.79/10K (8 reports)2025 · 3.27/10K (1 reports)
Classifier category mix
Crime & violence · 14Protest Civil Unrest · 2

The classifier marked authority or institutional action in 4 reports (25.0%) 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 #13 · raw-volume #7 · established coverage base

Gurugram: Rioting reporting profile

21 tagged reports appeared within 23,841 civic reports in 2021–2025, equal to 8.81 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 12.17 in 2021–2023 versus 4.05 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
8.81
per 10K civic reports
Tagged coverage
21
4 active years
Recent change
-8.12
per-10K points
Action marker
23.8%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 13.98/10K (8 reports)2023 · 16.36/10K (9 reports)2024 · 3.88/10K (2 reports)2025 · 4.24/10K (2 reports)
Classifier category mix
Crime & violence · 20Protest Civil Unrest · 1

The classifier marked authority or institutional action in 5 reports (23.8%) and conclusion language in 2 (9.5%). 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 #14 · raw-volume #8 · established coverage base

Lucknow: Rioting reporting profile

21 tagged reports appeared within 35,340 civic reports in 2021–2025, equal to 5.94 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 5.16 in 2021–2023 versus 7.14 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
5.94
per 10K civic reports
Tagged coverage
21
5 active years
Recent change
+1.98
per-10K points
Action marker
23.8%
classifier coverage
20212025
Annual evidence
2021 · 6.00/10K (4 reports)2022 · 6.20/10K (5 reports)2023 · 3.03/10K (2 reports)2024 · 7.87/10K (6 reports)2025 · 6.26/10K (4 reports)
Classifier category mix
Crime & violence · 19Protest Civil Unrest · 2

The classifier marked authority or institutional action in 5 reports (23.8%) and conclusion language in 1 (4.8%). 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 #15 · raw-volume #4 · established coverage base

Mumbai: Rioting reporting profile

54 tagged reports appeared within 119,517 civic reports in 2021–2025, equal to 4.52 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 5.59 in 2021–2023 versus 2.71 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
4.52
per 10K civic reports
Tagged coverage
54
4 active years
Recent change
-2.88
per-10K points
Action marker
44.4%
classifier coverage
20212025
Annual evidence
2021 · 0.86/10K (2 reports)2022 · 9.45/10K (27 reports)2023 · 5.55/10K (13 reports)2024 · 5.72/10K (12 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Crime & violence · 36Protest Civil Unrest · 18

The classifier marked authority or institutional action in 24 reports (44.4%) and conclusion language in 8 (14.8%). 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 #16 · raw-volume #17 · qualified coverage base

Noida: Rioting reporting profile

9 tagged reports appeared within 20,361 civic reports in 2021–2025, equal to 4.42 per 10,000. The recent-period comparison shows a broadly stable share of local civic coverage: 4.17 in 2021–2023 versus 4.78 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
4.42
per 10K civic reports
Tagged coverage
9
4 active years
Recent change
+0.61
per-10K points
Action marker
77.8%
classifier coverage
20212025
Annual evidence
2021 · 3.08/10K (1 reports)2022 · 6.47/10K (3 reports)2023 · 2.43/10K (1 reports)2024 · 7.86/10K (4 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Crime & violence · 8Protest Civil Unrest · 1

The classifier marked authority or institutional action in 7 reports (77.8%) 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 Noida's broader civic problems analysis →
Normalized #17 · raw-volume #21 · qualified coverage base

Dehradun: Rioting reporting profile

4 tagged reports appeared within 9,750 civic reports in 2021–2025, equal to 4.10 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 1.90 in 2021–2023 versus 6.70 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
4.10
per 10K civic reports
Tagged coverage
4
2 active years
Recent change
+4.80
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 · 5.47/10K (1 reports)2024 · 12.66/10K (3 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Crime & violence · 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 Dehradun's broader civic problems analysis →
Normalized #18 · raw-volume #15 · qualified coverage base

Pune: Rioting reporting profile

12 tagged reports appeared within 36,239 civic reports in 2021–2025, equal to 3.31 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 3.86 in 2021–2023 versus 2.58 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
3.31
per 10K civic reports
Tagged coverage
12
4 active years
Recent change
-1.28
per-10K points
Action marker
25.0%
classifier coverage
20212025
Annual evidence
2021 · 1.65/10K (1 reports)2022 · 2.74/10K (2 reports)2023 · 6.78/10K (5 reports)2024 · 4.93/10K (4 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Crime & violence · 11Protest Civil Unrest · 1

The classifier marked authority or institutional action in 3 reports (25.0%) 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 #19 · raw-volume #10 · qualified coverage base

Bengaluru: Rioting reporting profile

17 tagged reports appeared within 58,199 civic reports in 2021–2025, equal to 2.92 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 4.38 in 2021–2023 versus 1.40 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
2.92
per 10K civic reports
Tagged coverage
17
5 active years
Recent change
-2.98
per-10K points
Action marker
17.6%
classifier coverage
20212025
Annual evidence
2021 · 15.87/10K (10 reports)2022 · 1.85/10K (2 reports)2023 · 0.79/10K (1 reports)2024 · 1.50/10K (2 reports)2025 · 1.32/10K (2 reports)
Classifier category mix
Crime & violence · 16Protest Civil Unrest · 1

The classifier marked authority or institutional action in 3 reports (17.6%) and conclusion language in 1 (5.9%). 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 #20 · raw-volume #23 · qualified coverage base

Indore: Rioting reporting profile

3 tagged reports appeared within 11,332 civic reports in 2021–2025, equal to 2.65 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 1.44 in 2021–2023 versus 4.58 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
2.65
per 10K civic reports
Tagged coverage
3
3 active years
Recent change
+3.14
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 · 0.00/10K (0 reports)2024 · 5.49/10K (1 reports)2025 · 3.93/10K (1 reports)
Classifier category mix
Crime & violence · 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 Indore's broader civic problems analysis →
Normalized #21 · raw-volume #24 · qualified coverage base

Ludhiana: Rioting reporting profile

3 tagged reports appeared within 12,851 civic reports in 2021–2025, equal to 2.33 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 3.04 in 2021–2023 versus 0.00 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
2.33
per 10K civic reports
Tagged coverage
3
2 active years
Recent change
-3.04
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 4.80/10K (2 reports)2023 · 3.09/10K (1 reports)2024 · 0.00/10K (0 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Protest Civil Unrest · 2Crime & violence · 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.

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Normalized #22 · raw-volume #19 · qualified coverage base

Kolkata: Rioting reporting profile

7 tagged reports appeared within 31,282 civic reports in 2021–2025, equal to 2.24 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 3.17 in 2021–2023 versus 1.29 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
2.24
per 10K civic reports
Tagged coverage
7
4 active years
Recent change
-1.88
per-10K points
Action marker
42.9%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 1.55/10K (1 reports)2023 · 7.40/10K (4 reports)2024 · 0.97/10K (1 reports)2025 · 1.94/10K (1 reports)
Classifier category mix
Crime & violence · 5Protest Civil Unrest · 2

The classifier marked authority or institutional action in 3 reports (42.9%) 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.

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Normalized #23 · raw-volume #20 · qualified coverage base

Chandigarh: Rioting reporting profile

5 tagged reports appeared within 22,311 civic reports in 2021–2025, equal to 2.24 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 2.64 in 2021–2023 versus 1.39 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
2.24
per 10K civic reports
Tagged coverage
5
3 active years
Recent change
-1.25
per-10K points
Action marker
40.0%
classifier coverage
20212025
Annual evidence
2021 · 2.32/10K (1 reports)2022 · 0.00/10K (0 reports)2023 · 5.96/10K (3 reports)2024 · 0.00/10K (0 reports)2025 · 3.00/10K (1 reports)
Classifier category mix
Crime & violence · 5

The classifier marked authority or institutional action in 2 reports (40.0%) 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 #24 · raw-volume #22 · qualified coverage base

Bhopal: Rioting reporting profile

3 tagged reports appeared within 16,621 civic reports in 2021–2025, equal to 1.80 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 2.86 in 2021–2023 versus 0.00 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
1.80
per 10K civic reports
Tagged coverage
3
2 active years
Recent change
-2.86
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 5.57/10K (2 reports)2023 · 2.44/10K (1 reports)2024 · 0.00/10K (0 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Protest Civil Unrest · 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 Bhopal's broader civic problems analysis →
National trend and methodology
All 45 cities

Annual normalized signal

20212025
2021 · 15.59/10K (243)2022 · 16.30/10K (355)2023 · 9.61/10K (208)2024 · 7.08/10K (145)2025 · 12.25/10K (237)

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 rioting; 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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