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

Which Indian cities show the strongest child abuse reporting signal?

A comparison of 45 Indian cities covered by Prism Geo. 39 pass the evidence gates and are ranked by exact child_abuse-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 child abuse 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 child abuse 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. #1 Indore — Indore district proxy — 45.01 tagged reports per 10,000 civic reports#3 Gwalior — Gwalior district proxy — 27.26 tagged reports per 10,000 civic reports#11 Bhopal — Bhopal district proxy — 22.26 tagged reports per 10,000 civic reports#7 Surat — Surat district proxy — 23.86 tagged reports per 10,000 civic reports#35 Patna — Patna district proxy — 4.59 tagged reports per 10,000 civic reports#20 Gurugram — Gurgaon district proxy — 12.58 tagged reports per 10,000 civic reports#34 Chandigarh — Chandigarh district proxy — 4.93 tagged reports per 10,000 civic reports#25 Raipur — Raipur district proxy — 6.73 tagged reports per 10,000 civic reports#22 Dehradun — Dehradun district proxy — 11.28 tagged reports per 10,000 civic reports#36 Kochi — Ernakulam district proxy — 4.41 tagged reports per 10,000 civic reports#14 Thiruvananthapuram — Thiruvananthapuram district proxy — 18.91 tagged reports per 10,000 civic reports#39 Kolkata — Kolkata district proxy — 1.92 tagged reports per 10,000 civic reports#29 Amritsar — Amritsar district proxy — 6.13 tagged reports per 10,000 civic reports#23 Ludhiana — Ludhiana district proxy — 9.34 tagged reports per 10,000 civic reports#37 Bengaluru — Bangalore district proxy — 3.78 tagged reports per 10,000 civic reports#30 Pune — Pune district proxy — 5.79 tagged reports per 10,000 civic reports#13 Thane — Thane district proxy — 20.16 tagged reports per 10,000 civic reports#32 Mumbai — Mumbai Suburban district proxy — 5.69 tagged reports per 10,000 civic reports#19 Nagpur — Nagpur district proxy — 13.40 tagged reports per 10,000 civic reports#31 Bhubaneswar — Khordha district proxy — 5.75 tagged reports per 10,000 civic reports#21 Jodhpur — Jodhpur district proxy — 12.29 tagged reports per 10,000 civic reports#12 Jaipur — Jaipur district proxy — 22.22 tagged reports per 10,000 civic reports#9 Kota — Kota district proxy — 23.17 tagged reports per 10,000 civic reports#4 Udaipur — Udaipur district proxy — 26.84 tagged reports per 10,000 civic reports#16 Moradabad — Moradabad district proxy — 16.41 tagged reports per 10,000 civic reports#18 Meerut — Meerut district proxy — 14.43 tagged reports per 10,000 civic reports#2 Aligarh — Aligarh district proxy — 35.36 tagged reports per 10,000 civic reports#5 Bareilly — Bareilly district proxy — 26.45 tagged reports per 10,000 civic reports#17 Mathura — Mathura district proxy — 14.85 tagged reports per 10,000 civic reports#27 Lucknow — Lucknow district proxy — 6.23 tagged reports per 10,000 civic reports#15 Kanpur — Kanpur Nagar district proxy — 18.90 tagged reports per 10,000 civic reports#33 Varanasi — Varanasi district proxy — 5.02 tagged reports per 10,000 civic reports#8 Ghaziabad — Ghaziabad district proxy — 23.52 tagged reports per 10,000 civic reports#10 Noida — Gautam Buddha Nagar district proxy — 23.08 tagged reports per 10,000 civic reports#6 Agra — Agra district proxy — 24.97 tagged reports per 10,000 civic reports#26 Chennai — Chennai district proxy — 6.48 tagged reports per 10,000 civic reports#28 Prayagraj — Allahabad district proxy — 6.18 tagged reports per 10,000 civic reports#24 Coimbatore — Coimbatore district proxy — 6.91 tagged reports per 10,000 civic reports#38 New Delhi — Central district proxy — 3.30 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

Indore leads the normalized comparison at 45.01 tagged reports per 10,000 civic reports. New Delhi leads raw volume with 98 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
Indore
45.01 per 10K
Raw-volume leader
New Delhi
98 tagged reports
Largest recent rise
Thane
+33.91 per-10K points
National comparison
-0.37
recent per-10K change
Computed findings
What stands out
Complete ranking
Primary and companion measures

Child Abuse 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
1Indore
Madhya Pradesh
45.01513+16.255/5
2Aligarh
Uttar Pradesh
35.361220-50.854/5
3Gwalior
Madhya Pradesh
27.261125+14.394/5
4Udaipur
Rajasthan
26.841126-2.585/5
5Bareilly
Uttar Pradesh
26.452211-36.445/5
6Agra
Uttar Pradesh
24.972610+22.524/5
7Surat
Gujarat
23.861029-13.974/5
8Ghaziabad
Uttar Pradesh
23.52405+5.575/5
9Kota
Rajasthan
23.17633+7.763/5
10Noida
Uttar Pradesh
23.08474+27.795/5
11Bhopal
Madhya Pradesh
22.26376+11.135/5
12Jaipur
Rajasthan
22.22367-0.355/5
13Thane
Maharashtra
20.161517+33.914/5
14Thiruvananthapuram
Kerala
18.91289+0.634/5
15Kanpur
Uttar Pradesh
18.901418+8.054/5
16Moradabad
Uttar Pradesh
16.41634-4.132/5
17Mathura
Uttar Pradesh
14.85830-6.845/5
18Meerut
Uttar Pradesh
14.431516+4.915/5
19Nagpur
Maharashtra
13.401419-7.985/5
20Gurugram
Haryana
12.58308-4.195/5
21Jodhpur
Rajasthan
12.29437-19.353/5
22Dehradun
Uttarakhand
11.281124-0.204/5
23Ludhiana
Punjab
9.341221-7.804/5
24Coimbatore
Tamil Nadu
6.91339-1.343/5
25Raipur
Chhattisgarh
6.73635-1.474/5
26Chennai
Tamil Nadu
6.481815-0.185/5
27Lucknow
Uttar Pradesh
6.232213+0.335/5
28Prayagraj
Uttar Pradesh
6.181028+0.294/5
29Amritsar
Punjab
6.13436-3.843/5
30Pune
Maharashtra
5.792114-5.615/5
31Bhubaneswar
Odisha
5.751027-3.344/5
32Mumbai
Maharashtra
5.69682+1.355/5
33Varanasi
Uttar Pradesh
5.02731+3.963/5
34Chandigarh
Chandigarh
4.931123-3.165/5
35Patna
Bihar
4.591222+7.264/5
36Kochi
Kerala
4.41438-1.263/5
37Bengaluru
Karnataka
3.782212-0.535/5
38New Delhi
Delhi
3.30981-3.025/5
39Kolkata
West Bengal
1.92632+1.314/5

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 #3 · established coverage base

Indore: Child Abuse reporting profile

51 tagged reports appeared within 11,332 civic reports in 2021–2025, equal to 45.01 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 38.75 in 2021–2023 versus 55.00 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
45.01
per 10K civic reports
Tagged coverage
51
5 active years
Recent change
+16.25
per-10K points
Action marker
27.5%
classifier coverage
20212025
Annual evidence
2021 · 37.97/10K (6 reports)2022 · 35.14/10K (9 reports)2023 · 42.45/10K (12 reports)2024 · 115.26/10K (21 reports)2025 · 11.80/10K (3 reports)
Classifier category mix
Crime & violence · 32Human Rights Social · 9Public safety · 7

The classifier marked authority or institutional action in 14 reports (27.5%) 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 #2 · raw-volume #20 · qualified coverage base

Aligarh: Child Abuse reporting profile

12 tagged reports appeared within 3,394 civic reports in 2021–2025, equal to 35.36 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 57.59 in 2021–2023 versus 6.74 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
35.36
per 10K civic reports
Tagged coverage
12
4 active years
Recent change
-50.85
per-10K points
Action marker
41.7%
classifier coverage
20212025
Annual evidence
2021 · 91.19/10K (6 reports)2022 · 33.11/10K (2 reports)2023 · 46.30/10K (3 reports)2024 · 14.49/10K (1 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Crime & violence · 10Human Rights Social · 1Public safety · 1

The classifier marked authority or institutional action in 5 reports (41.7%) 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 Aligarh's broader civic problems analysis →
Normalized #3 · raw-volume #25 · qualified coverage base

Gwalior: Child Abuse reporting profile

11 tagged reports appeared within 4,035 civic reports in 2021–2025, equal to 27.26 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 21.26 in 2021–2023 versus 35.65 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
27.26
per 10K civic reports
Tagged coverage
11
4 active years
Recent change
+14.39
per-10K points
Action marker
36.4%
classifier coverage
20212025
Annual evidence
2021 · 30.44/10K (2 reports)2022 · 42.31/10K (3 reports)2023 · 0.00/10K (0 reports)2024 · 25.03/10K (2 reports)2025 · 45.25/10K (4 reports)
Classifier category mix
Crime & violence · 10Public safety · 1

The classifier marked authority or institutional action in 4 reports (36.4%) 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 Gwalior's broader civic problems analysis →
Normalized #4 · raw-volume #26 · qualified coverage base

Udaipur: Child Abuse reporting profile

11 tagged reports appeared within 4,098 civic reports in 2021–2025, equal to 26.84 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 27.60 in 2021–2023 versus 25.02 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
26.84
per 10K civic reports
Tagged coverage
11
5 active years
Recent change
-2.58
per-10K points
Action marker
18.2%
classifier coverage
20212025
Annual evidence
2021 · 78.12/10K (3 reports)2022 · 14.46/10K (3 reports)2023 · 45.45/10K (2 reports)2024 · 35.21/10K (2 reports)2025 · 15.85/10K (1 reports)
Classifier category mix
Crime & violence · 7Human Rights Social · 3Public safety · 1

The classifier marked authority or institutional action in 2 reports (18.2%) 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 #5 · raw-volume #11 · established coverage base

Bareilly: Child Abuse reporting profile

22 tagged reports appeared within 8,318 civic reports in 2021–2025, equal to 26.45 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 43.95 in 2021–2023 versus 7.51 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
26.45
per 10K civic reports
Tagged coverage
22
5 active years
Recent change
-36.44
per-10K points
Action marker
31.8%
classifier coverage
20212025
Annual evidence
2021 · 33.90/10K (5 reports)2022 · 77.04/10K (10 reports)2023 · 25.81/10K (4 reports)2024 · 9.31/10K (2 reports)2025 · 5.42/10K (1 reports)
Classifier category mix
Crime & violence · 16Human Rights Social · 3Public safety · 3

The classifier marked authority or institutional action in 7 reports (31.8%) and conclusion language in 1 (4.5%). 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 #6 · raw-volume #10 · established coverage base

Agra: Child Abuse reporting profile

26 tagged reports appeared within 10,412 civic reports in 2021–2025, equal to 24.97 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 15.98 in 2021–2023 versus 38.50 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
24.97
per 10K civic reports
Tagged coverage
26
4 active years
Recent change
+22.52
per-10K points
Action marker
30.8%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 17.91/10K (4 reports)2023 · 34.19/10K (6 reports)2024 · 29.31/10K (7 reports)2025 · 50.90/10K (9 reports)
Classifier category mix
Crime & violence · 13Public safety · 7Human Rights Social · 4

The classifier marked authority or institutional action in 8 reports (30.8%) 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 Agra's broader civic problems analysis →
Normalized #7 · raw-volume #29 · qualified coverage base

Surat: Child Abuse reporting profile

10 tagged reports appeared within 4,191 civic reports in 2021–2025, equal to 23.86 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 28.46 in 2021–2023 versus 14.49 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
23.86
per 10K civic reports
Tagged coverage
10
4 active years
Recent change
-13.97
per-10K points
Action marker
60.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 35.89/10K (3 reports)2023 · 36.60/10K (5 reports)2024 · 14.93/10K (1 reports)2025 · 14.08/10K (1 reports)
Classifier category mix
Crime & violence · 8Public safety · 2

The classifier marked authority or institutional action in 6 reports (60.0%) 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 #8 · raw-volume #5 · established coverage base

Ghaziabad: Child Abuse reporting profile

40 tagged reports appeared within 17,010 civic reports in 2021–2025, equal to 23.52 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 21.19 in 2021–2023 versus 26.76 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
23.52
per 10K civic reports
Tagged coverage
40
5 active years
Recent change
+5.57
per-10K points
Action marker
55.0%
classifier coverage
20212025
Annual evidence
2021 · 12.03/10K (4 reports)2022 · 14.43/10K (5 reports)2023 · 38.46/10K (12 reports)2024 · 29.68/10K (12 reports)2025 · 22.89/10K (7 reports)
Classifier category mix
Crime & violence · 34Human Rights Social · 3Public safety · 3

The classifier marked authority or institutional action in 22 reports (55.0%) and conclusion language in 6 (15.0%). 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 #9 · raw-volume #33 · qualified coverage base

Kota: Child Abuse reporting profile

6 tagged reports appeared within 2,590 civic reports in 2021–2025, equal to 23.17 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 19.92 in 2021–2023 versus 27.68 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
23.17
per 10K civic reports
Tagged coverage
6
3 active years
Recent change
+7.76
per-10K points
Action marker
50.0%
classifier coverage
20212025
Annual evidence
2021 · 96.15/10K (2 reports)2022 · 20.20/10K (1 reports)2023 · 0.00/10K (0 reports)2024 · 49.75/10K (3 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Crime & violence · 4Human Rights Social · 1Public safety · 1

The classifier marked authority or institutional action in 3 reports (50.0%) 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 Kota's broader civic problems analysis →
Normalized #10 · raw-volume #4 · established coverage base

Noida: Child Abuse reporting profile

47 tagged reports appeared within 20,361 civic reports in 2021–2025, equal to 23.08 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 11.67 in 2021–2023 versus 39.46 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
23.08
per 10K civic reports
Tagged coverage
47
5 active years
Recent change
+27.79
per-10K points
Action marker
44.7%
classifier coverage
20212025
Annual evidence
2021 · 9.24/10K (3 reports)2022 · 15.09/10K (7 reports)2023 · 9.73/10K (4 reports)2024 · 25.53/10K (13 reports)2025 · 61.16/10K (20 reports)
Classifier category mix
Crime & violence · 34Public safety · 10Human Rights Social · 3

The classifier marked authority or institutional action in 21 reports (44.7%) and conclusion language in 1 (2.1%). 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 #11 · raw-volume #6 · established coverage base

Bhopal: Child Abuse reporting profile

37 tagged reports appeared within 16,621 civic reports in 2021–2025, equal to 22.26 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 18.14 in 2021–2023 versus 29.27 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
22.26
per 10K civic reports
Tagged coverage
37
5 active years
Recent change
+11.13
per-10K points
Action marker
24.3%
classifier coverage
20212025
Annual evidence
2021 · 25.22/10K (7 reports)2022 · 19.49/10K (7 reports)2023 · 12.18/10K (5 reports)2024 · 57.87/10K (15 reports)2025 · 8.43/10K (3 reports)
Classifier category mix
Crime & violence · 17Human Rights Social · 10Public safety · 8

The classifier marked authority or institutional action in 9 reports (24.3%) and conclusion language in 1 (2.7%). 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 #12 · raw-volume #7 · established coverage base

Jaipur: Child Abuse reporting profile

36 tagged reports appeared within 16,200 civic reports in 2021–2025, equal to 22.22 per 10,000. The recent-period comparison shows a broadly stable share of local civic coverage: 22.35 in 2021–2023 versus 22.00 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
22.22
per 10K civic reports
Tagged coverage
36
5 active years
Recent change
-0.35
per-10K points
Action marker
16.7%
classifier coverage
20212025
Annual evidence
2021 · 40.47/10K (11 reports)2022 · 22.76/10K (8 reports)2023 · 9.86/10K (4 reports)2024 · 23.11/10K (6 reports)2025 · 21.12/10K (7 reports)
Classifier category mix
Crime & violence · 20Public safety · 11Human Rights Social · 4

The classifier marked authority or institutional action in 6 reports (16.7%) 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 Jaipur's broader civic problems analysis →
Normalized #13 · raw-volume #17 · qualified coverage base

Thane: Child Abuse reporting profile

15 tagged reports appeared within 7,439 civic reports in 2021–2025, equal to 20.16 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 8.28 in 2021–2023 versus 42.19 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
20.16
per 10K civic reports
Tagged coverage
15
4 active years
Recent change
+33.91
per-10K points
Action marker
33.3%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 18.00/10K (3 reports)2023 · 4.83/10K (1 reports)2024 · 55.48/10K (8 reports)2025 · 25.75/10K (3 reports)
Classifier category mix
Crime & violence · 12Public safety · 3

The classifier marked authority or institutional action in 5 reports (33.3%) and conclusion language in 2 (13.3%). 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 #14 · raw-volume #9 · established coverage base

Thiruvananthapuram: Child Abuse reporting profile

28 tagged reports appeared within 14,806 civic reports in 2021–2025, equal to 18.91 per 10,000. The recent-period comparison shows a broadly stable share of local civic coverage: 18.69 in 2021–2023 versus 19.32 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
18.91
per 10K civic reports
Tagged coverage
28
4 active years
Recent change
+0.63
per-10K points
Action marker
14.3%
classifier coverage
20212025
Annual evidence
2021 · 70.86/10K (17 reports)2022 · 0.00/10K (0 reports)2023 · 3.14/10K (1 reports)2024 · 34.32/10K (9 reports)2025 · 3.92/10K (1 reports)
Classifier category mix
Human Rights Social · 16Public safety · 6Crime & violence · 5

The classifier marked authority or institutional action in 4 reports (14.3%) and conclusion language in 2 (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 Thiruvananthapuram's broader civic problems analysis →
Normalized #15 · raw-volume #18 · qualified coverage base

Kanpur: Child Abuse reporting profile

14 tagged reports appeared within 7,407 civic reports in 2021–2025, equal to 18.90 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 15.70 in 2021–2023 versus 23.75 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
18.90
per 10K civic reports
Tagged coverage
14
4 active years
Recent change
+8.05
per-10K points
Action marker
28.6%
classifier coverage
20212025
Annual evidence
2021 · 9.27/10K (1 reports)2022 · 15.18/10K (3 reports)2023 · 21.35/10K (3 reports)2024 · 0.00/10K (0 reports)2025 · 56.54/10K (7 reports)
Classifier category mix
Crime & violence · 10Public safety · 4

The classifier marked authority or institutional action in 4 reports (28.6%) and conclusion language in 1 (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 Kanpur's broader civic problems analysis →
Normalized #16 · raw-volume #34 · qualified coverage base

Moradabad: Child Abuse reporting profile

6 tagged reports appeared within 3,657 civic reports in 2021–2025, equal to 16.41 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 18.73 in 2021–2023 versus 14.60 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
16.41
per 10K civic reports
Tagged coverage
6
2 active years
Recent change
-4.13
per-10K points
Action marker
66.7%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 51.46/10K (3 reports)2023 · 0.00/10K (0 reports)2024 · 0.00/10K (0 reports)2025 · 34.21/10K (3 reports)
Classifier category mix
Crime & violence · 5Public safety · 1

The classifier marked authority or institutional action in 4 reports (66.7%) and conclusion language in 1 (16.7%). 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 #17 · raw-volume #30 · qualified coverage base

Mathura: Child Abuse reporting profile

8 tagged reports appeared within 5,388 civic reports in 2021–2025, equal to 14.85 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 17.28 in 2021–2023 versus 10.44 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
14.85
per 10K civic reports
Tagged coverage
8
5 active years
Recent change
-6.84
per-10K points
Action marker
37.5%
classifier coverage
20212025
Annual evidence
2021 · 31.45/10K (3 reports)2022 · 6.89/10K (1 reports)2023 · 18.74/10K (2 reports)2024 · 8.73/10K (1 reports)2025 · 12.99/10K (1 reports)
Classifier category mix
Crime & violence · 7Human Rights Social · 1

The classifier marked authority or institutional action in 3 reports (37.5%) and conclusion language in 2 (25.0%). 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 #18 · raw-volume #16 · qualified coverage base

Meerut: Child Abuse 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 rising share of local civic coverage: 12.23 in 2021–2023 versus 17.14 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
14.43
per 10K civic reports
Tagged coverage
15
5 active years
Recent change
+4.91
per-10K points
Action marker
13.3%
classifier coverage
20212025
Annual evidence
2021 · 12.86/10K (3 reports)2022 · 10.74/10K (2 reports)2023 · 13.08/10K (2 reports)2024 · 15.52/10K (4 reports)2025 · 19.14/10K (4 reports)
Classifier category mix
Crime & violence · 10Public safety · 4Human Rights Social · 1

The classifier marked authority or institutional action in 2 reports (13.3%) 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 Meerut's broader civic problems analysis →
Normalized #19 · raw-volume #19 · qualified coverage base

Nagpur: Child Abuse reporting profile

14 tagged reports appeared within 10,447 civic reports in 2021–2025, equal to 13.40 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 16.19 in 2021–2023 versus 8.21 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
13.40
per 10K civic reports
Tagged coverage
14
5 active years
Recent change
-7.98
per-10K points
Action marker
14.3%
classifier coverage
20212025
Annual evidence
2021 · 6.19/10K (1 reports)2022 · 7.76/10K (2 reports)2023 · 30.75/10K (8 reports)2024 · 6.42/10K (1 reports)2025 · 9.54/10K (2 reports)
Classifier category mix
Crime & violence · 8Human Rights Social · 5Public safety · 1

The classifier marked authority or institutional action in 2 reports (14.3%) 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 Nagpur's broader civic problems analysis →
Normalized #20 · raw-volume #8 · established coverage base

Gurugram: Child Abuse reporting profile

30 tagged reports appeared within 23,841 civic reports in 2021–2025, equal to 12.58 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 14.32 in 2021–2023 versus 10.13 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
12.58
per 10K civic reports
Tagged coverage
30
5 active years
Recent change
-4.19
per-10K points
Action marker
26.7%
classifier coverage
20212025
Annual evidence
2021 · 18.21/10K (5 reports)2022 · 1.75/10K (1 reports)2023 · 25.45/10K (14 reports)2024 · 13.57/10K (7 reports)2025 · 6.36/10K (3 reports)
Classifier category mix
Crime & violence · 22Public safety · 5Human Rights Social · 2

The classifier marked authority or institutional action in 8 reports (26.7%) 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 Gurugram's broader civic problems analysis →
Normalized #21 · raw-volume #37 · qualified coverage base

Jodhpur: Child Abuse 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 falling share of local civic coverage: 19.35 in 2021–2023 versus 0.00 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
12.29
per 10K civic reports
Tagged coverage
4
3 active years
Recent change
-19.35
per-10K points
Action marker
50.0%
classifier coverage
20212025
Annual evidence
2021 · 17.79/10K (1 reports)2022 · 11.51/10K (1 reports)2023 · 31.45/10K (2 reports)2024 · 0.00/10K (0 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Crime & violence · 3Human Rights Social · 1

The classifier marked authority or institutional action in 2 reports (50.0%) and conclusion language in 1 (25.0%). 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 #22 · raw-volume #24 · qualified coverage base

Dehradun: Child Abuse reporting profile

11 tagged reports appeared within 9,750 civic reports in 2021–2025, equal to 11.28 per 10,000. The recent-period comparison shows a broadly stable share of local civic coverage: 11.37 in 2021–2023 versus 11.17 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
11.28
per 10K civic reports
Tagged coverage
11
4 active years
Recent change
-0.20
per-10K points
Action marker
36.4%
classifier coverage
20212025
Annual evidence
2021 · 6.37/10K (1 reports)2022 · 0.00/10K (0 reports)2023 · 27.35/10K (5 reports)2024 · 8.44/10K (2 reports)2025 · 14.25/10K (3 reports)
Classifier category mix
Crime & violence · 9Public safety · 1Human Rights Social · 1

The classifier marked authority or institutional action in 4 reports (36.4%) and conclusion language in 1 (9.1%). 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 #23 · raw-volume #21 · qualified coverage base

Ludhiana: Child Abuse reporting profile

12 tagged reports appeared within 12,851 civic reports in 2021–2025, equal to 9.34 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 11.15 in 2021–2023 versus 3.35 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
9.34
per 10K civic reports
Tagged coverage
12
4 active years
Recent change
-7.80
per-10K points
Action marker
33.3%
classifier coverage
20212025
Annual evidence
2021 · 20.37/10K (5 reports)2022 · 2.40/10K (1 reports)2023 · 15.43/10K (5 reports)2024 · 0.00/10K (0 reports)2025 · 6.37/10K (1 reports)
Classifier category mix
Crime & violence · 9Human Rights Social · 1Public health · 1

The classifier marked authority or institutional action in 4 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 Ludhiana's broader civic problems analysis →
Normalized #24 · raw-volume #39 · qualified coverage base

Coimbatore: Child Abuse reporting profile

3 tagged reports appeared within 4,339 civic reports in 2021–2025, equal to 6.91 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 7.42 in 2021–2023 versus 6.08 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
6.91
per 10K civic reports
Tagged coverage
3
3 active years
Recent change
-1.34
per-10K points
Action marker
0.0%
classifier coverage
20212025
Annual evidence
2021 · 16.37/10K (1 reports)2022 · 0.00/10K (0 reports)2023 · 11.35/10K (1 reports)2024 · 18.76/10K (1 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Public safety · 1Human Rights Social · 1Crime & 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.

Open Coimbatore's broader civic problems analysis →
Normalized #25 · raw-volume #35 · qualified coverage base

Raipur: Child Abuse reporting profile

6 tagged reports appeared within 8,910 civic reports in 2021–2025, equal to 6.73 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 7.30 in 2021–2023 versus 5.83 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
6.73
per 10K civic reports
Tagged coverage
6
4 active years
Recent change
-1.47
per-10K points
Action marker
33.3%
classifier coverage
20212025
Annual evidence
2021 · 7.42/10K (1 reports)2022 · 11.77/10K (2 reports)2023 · 4.11/10K (1 reports)2024 · 12.98/10K (2 reports)2025 · 0.00/10K (0 reports)
Classifier category mix
Crime & violence · 3Human Rights Social · 2Public safety · 1

The classifier marked authority or institutional action in 2 reports (33.3%) and conclusion language in 1 (16.7%). 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 #26 · raw-volume #15 · qualified coverage base

Chennai: Child Abuse reporting profile

18 tagged reports appeared within 27,784 civic reports in 2021–2025, equal to 6.48 per 10,000. The recent-period comparison shows a broadly stable share of local civic coverage: 6.56 in 2021–2023 versus 6.38 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
6.48
per 10K civic reports
Tagged coverage
18
5 active years
Recent change
-0.18
per-10K points
Action marker
38.9%
classifier coverage
20212025
Annual evidence
2021 · 3.36/10K (1 reports)2022 · 14.71/10K (7 reports)2023 · 2.67/10K (2 reports)2024 · 6.66/10K (4 reports)2025 · 6.11/10K (4 reports)
Classifier category mix
Crime & violence · 8Human Rights Social · 7Public safety · 3

The classifier marked authority or institutional action in 7 reports (38.9%) and conclusion language in 1 (5.6%). 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 #27 · raw-volume #13 · established coverage base

Lucknow: Child Abuse reporting profile

22 tagged reports appeared within 35,340 civic reports in 2021–2025, equal to 6.23 per 10,000. The recent-period comparison shows a broadly stable share of local civic coverage: 6.09 in 2021–2023 versus 6.42 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
6.23
per 10K civic reports
Tagged coverage
22
5 active years
Recent change
+0.33
per-10K points
Action marker
31.8%
classifier coverage
20212025
Annual evidence
2021 · 4.50/10K (3 reports)2022 · 9.92/10K (8 reports)2023 · 3.03/10K (2 reports)2024 · 6.56/10K (5 reports)2025 · 6.26/10K (4 reports)
Classifier category mix
Crime & violence · 15Public safety · 4Human Rights Social · 3

The classifier marked authority or institutional action in 7 reports (31.8%) and conclusion language in 1 (4.5%). 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 #28 · raw-volume #28 · qualified coverage base

Prayagraj: Child Abuse reporting profile

10 tagged reports appeared within 16,169 civic reports in 2021–2025, equal to 6.18 per 10,000. The recent-period comparison shows a broadly stable share of local civic coverage: 6.04 in 2021–2023 versus 6.33 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
6.18
per 10K civic reports
Tagged coverage
10
4 active years
Recent change
+0.29
per-10K points
Action marker
10.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 8.49/10K (2 reports)2023 · 6.88/10K (3 reports)2024 · 7.19/10K (3 reports)2025 · 5.37/10K (2 reports)
Classifier category mix
Crime & violence · 8Human Rights Social · 1Public safety · 1

The classifier marked authority or institutional action in 1 reports (10.0%) and conclusion language in 1 (10.0%). 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 #36 · qualified coverage base

Amritsar: Child Abuse reporting profile

4 tagged reports appeared within 6,520 civic reports in 2021–2025, equal to 6.13 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 7.67 in 2021–2023 versus 3.83 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
6.13
per 10K civic reports
Tagged coverage
4
3 active years
Recent change
-3.84
per-10K points
Action marker
25.0%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 13.75/10K (2 reports)2023 · 6.13/10K (1 reports)2024 · 0.00/10K (0 reports)2025 · 5.49/10K (1 reports)
Classifier category mix
Crime & violence · 3Public safety · 1

The classifier marked authority or institutional action in 1 reports (25.0%) and conclusion language in 1 (25.0%). 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 #30 · raw-volume #14 · established coverage base

Pune: Child Abuse reporting profile

21 tagged reports appeared within 36,239 civic reports in 2021–2025, equal to 5.79 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 8.19 in 2021–2023 versus 2.58 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
5.79
per 10K civic reports
Tagged coverage
21
5 active years
Recent change
-5.61
per-10K points
Action marker
23.8%
classifier coverage
20212025
Annual evidence
2021 · 1.65/10K (1 reports)2022 · 15.08/10K (11 reports)2023 · 6.78/10K (5 reports)2024 · 3.70/10K (3 reports)2025 · 1.36/10K (1 reports)
Classifier category mix
Crime & violence · 10Public safety · 8Human Rights Social · 3

The classifier marked authority or institutional action in 5 reports (23.8%) 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 Pune's broader civic problems analysis →
Normalized #31 · raw-volume #27 · qualified coverage base

Bhubaneswar: Child Abuse reporting profile

10 tagged reports appeared within 17,398 civic reports in 2021–2025, equal to 5.75 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 7.23 in 2021–2023 versus 3.89 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
5.75
per 10K civic reports
Tagged coverage
10
4 active years
Recent change
-3.34
per-10K points
Action marker
20.0%
classifier coverage
20212025
Annual evidence
2021 · 10.79/10K (3 reports)2022 · 11.64/10K (4 reports)2023 · 0.00/10K (0 reports)2024 · 2.70/10K (1 reports)2025 · 4.99/10K (2 reports)
Classifier category mix
Crime & violence · 6Human Rights Social · 3Public safety · 1

The classifier marked authority or institutional action in 2 reports (20.0%) 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 #32 · raw-volume #2 · established coverage base

Mumbai: Child Abuse reporting profile

68 tagged reports appeared within 119,517 civic reports in 2021–2025, equal to 5.69 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 5.19 in 2021–2023 versus 6.54 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
5.69
per 10K civic reports
Tagged coverage
68
5 active years
Recent change
+1.35
per-10K points
Action marker
33.8%
classifier coverage
20212025
Annual evidence
2021 · 2.16/10K (5 reports)2022 · 4.55/10K (13 reports)2023 · 8.97/10K (21 reports)2024 · 4.29/10K (9 reports)2025 · 8.57/10K (20 reports)
Classifier category mix
Crime & violence · 38Human Rights Social · 18Public safety · 11

The classifier marked authority or institutional action in 23 reports (33.8%) and conclusion language in 7 (10.3%). 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 #33 · raw-volume #31 · qualified coverage base

Varanasi: Child Abuse reporting profile

7 tagged reports appeared within 13,958 civic reports in 2021–2025, equal to 5.02 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 3.49 in 2021–2023 versus 7.45 in 2024–2025. The city's peak normalized year was 2025.

Normalized signal
5.02
per 10K civic reports
Tagged coverage
7
3 active years
Recent change
+3.96
per-10K points
Action marker
42.9%
classifier coverage
20212025
Annual evidence
2021 · 12.94/10K (3 reports)2022 · 0.00/10K (0 reports)2023 · 0.00/10K (0 reports)2024 · 2.83/10K (1 reports)2025 · 16.30/10K (3 reports)
Classifier category mix
Crime & violence · 5Public safety · 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.

Open Varanasi's broader civic problems analysis →
Normalized #34 · raw-volume #23 · qualified coverage base

Chandigarh: Child Abuse reporting profile

11 tagged reports appeared within 22,311 civic reports in 2021–2025, equal to 4.93 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 5.95 in 2021–2023 versus 2.79 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
4.93
per 10K civic reports
Tagged coverage
11
5 active years
Recent change
-3.16
per-10K points
Action marker
36.4%
classifier coverage
20212025
Annual evidence
2021 · 6.95/10K (3 reports)2022 · 5.19/10K (3 reports)2023 · 5.96/10K (3 reports)2024 · 2.60/10K (1 reports)2025 · 3.00/10K (1 reports)
Classifier category mix
Crime & violence · 7Human Rights Social · 3Public safety · 1

The classifier marked authority or institutional action in 4 reports (36.4%) and conclusion language in 2 (18.2%). 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 #35 · raw-volume #22 · qualified coverage base

Patna: Child Abuse reporting profile

12 tagged reports appeared within 26,153 civic reports in 2021–2025, equal to 4.59 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 1.37 in 2021–2023 versus 8.63 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
4.59
per 10K civic reports
Tagged coverage
12
4 active years
Recent change
+7.26
per-10K points
Action marker
41.7%
classifier coverage
20212025
Annual evidence
2021 · 2.28/10K (1 reports)2022 · 0.00/10K (0 reports)2023 · 2.08/10K (1 reports)2024 · 8.77/10K (5 reports)2025 · 8.49/10K (5 reports)
Classifier category mix
Crime & violence · 8Public safety · 3Public health · 1

The classifier marked authority or institutional action in 5 reports (41.7%) 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 Patna's broader civic problems analysis →
Normalized #36 · raw-volume #38 · qualified coverage base

Kochi: Child Abuse reporting profile

4 tagged reports appeared within 9,077 civic reports in 2021–2025, equal to 4.41 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 4.80 in 2021–2023 versus 3.54 in 2024–2025. The city's peak normalized year was 2021.

Normalized signal
4.41
per 10K civic reports
Tagged coverage
4
3 active years
Recent change
-1.26
per-10K points
Action marker
50.0%
classifier coverage
20212025
Annual evidence
2021 · 8.64/10K (1 reports)2022 · 7.26/10K (2 reports)2023 · 0.00/10K (0 reports)2024 · 0.00/10K (0 reports)2025 · 6.17/10K (1 reports)
Classifier category mix
Crime & violence · 2Public safety · 1Human Rights Social · 1

The classifier marked authority or institutional action in 2 reports (50.0%) 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 #37 · raw-volume #12 · established coverage base

Bengaluru: Child Abuse reporting profile

22 tagged reports appeared within 58,199 civic reports in 2021–2025, equal to 3.78 per 10,000. The recent-period comparison shows a broadly stable share of local civic coverage: 4.04 in 2021–2023 versus 3.51 in 2024–2025. The city's peak normalized year was 2023.

Normalized signal
3.78
per 10K civic reports
Tagged coverage
22
5 active years
Recent change
-0.53
per-10K points
Action marker
27.3%
classifier coverage
20212025
Annual evidence
2021 · 4.76/10K (3 reports)2022 · 1.85/10K (2 reports)2023 · 5.55/10K (7 reports)2024 · 5.25/10K (7 reports)2025 · 1.98/10K (3 reports)
Classifier category mix
Crime & violence · 11Human Rights Social · 7Public safety · 4

The classifier marked authority or institutional action in 6 reports (27.3%) 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 Bengaluru's broader civic problems analysis →
Normalized #38 · raw-volume #1 · high coverage base

New Delhi: Child Abuse reporting profile

98 tagged reports appeared within 297,207 civic reports in 2021–2025, equal to 3.30 per 10,000. The recent-period comparison shows a falling share of local civic coverage: 4.48 in 2021–2023 versus 1.46 in 2024–2025. The city's peak normalized year was 2022.

Normalized signal
3.30
per 10K civic reports
Tagged coverage
98
5 active years
Recent change
-3.02
per-10K points
Action marker
25.5%
classifier coverage
20212025
Annual evidence
2021 · 3.53/10K (16 reports)2022 · 6.17/10K (40 reports)2023 · 3.54/10K (25 reports)2024 · 1.14/10K (7 reports)2025 · 1.82/10K (10 reports)
Classifier category mix
Crime & violence · 57Public safety · 20Human Rights Social · 19

The classifier marked authority or institutional action in 25 reports (25.5%) 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 #39 · raw-volume #32 · qualified coverage base

Kolkata: Child Abuse reporting profile

6 tagged reports appeared within 31,282 civic reports in 2021–2025, equal to 1.92 per 10,000. The recent-period comparison shows a rising share of local civic coverage: 1.27 in 2021–2023 versus 2.58 in 2024–2025. The city's peak normalized year was 2024.

Normalized signal
1.92
per 10K civic reports
Tagged coverage
6
4 active years
Recent change
+1.31
per-10K points
Action marker
33.3%
classifier coverage
20212025
Annual evidence
2021 · 0.00/10K (0 reports)2022 · 1.55/10K (1 reports)2023 · 1.85/10K (1 reports)2024 · 2.91/10K (3 reports)2025 · 1.94/10K (1 reports)
Classifier category mix
Public safety · 4Crime & violence · 2

The classifier marked authority or institutional action in 2 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 Kolkata's broader civic problems analysis →
National trend and methodology
All 45 cities

Annual normalized signal

20212025
2021 · 8.34/10K (130)2022 · 8.27/10K (180)2023 · 8.04/10K (174)2024 · 8.30/10K (170)2025 · 7.34/10K (142)

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 child_abuse; 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.

Need to go deeper than a city?

Fliar Prism answers any market, company or research question with the same depth — real-time, across every industry.

Explore Fliar Prism →