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CITY REPORT — Kalamazoo / Michigan / United States · Kalamazoo / Michigan / United States

First sighted: Feb. 5, 2025, 2 a.m. · Last sighted: Jan. 11, 2026, 2 a.m.

Risk
13 (low)
Total hits
193
Total errors
55
Distinct IPs
18
Distinct ASNs
5
Country
United States
Region
Michigan
City
Kalamazoo

Risk

Model: v1 Computed: 2026-01-15 09:35:10
Risk score
13
Risk gradient
Key drivers are enriched against the published annotator catalog when available; otherwise sensible defaults are used.
Key drivers
Sensitive file probing
Requests target commonly sensitive files, configs, backups, or administrative resources.
sfp
Hits 5
Points 44.00
User-Agent anomaly
User-Agent signals look missing, inconsistent, or indicative of non-browser tooling.
ua
Hits 16
Points 2.00
Request size anomaly
Requests are unusually large or shaped in a way that suggests abuse or automation.
request_size
Hits 40
Points 0.72

Top Organizations Operating In The City

Most-observed organizations in this city
Spectrum AT&T Corp Western Michigan University Manifold Services Inc Comcast Cable Communications, Inc.

Traffic

Rollup

Daily activity (hits per day) and basic HTTP rollup counters for this city.

Loading activity…
Daily activity (hits per day). Total in window: —.
Traffic rollup
HTTP status classes, URL diversity, and totals.
2xx
73
3xx
6
4xx
6
5xx
49
Unique URLs
74
Total hits
193
First seen
Feb. 5, 2025, 2 a.m.
Last seen
Jan. 11, 2026, 2 a.m.

Annotators (All-time)

Heatmap of annotator × severity. Darker cells mean more volume in that band. Tip: switch to Weighted points to see what drives impact (not just noise).

Severity →
Low High
Sensitive file probing sfp
Requests target commonly sensitive files, configs, backups, or administrative resources.
hits 5 pts 44.00
Breakdown by severity band (all-time). “Weighted” reflects your weight configuration.
Severity Total Labels Weighted First seen Last seen Top labels
40 5 1 44.00 March 31, 2025, 9:52 p.m. April 1, 2025, 6:49 a.m.
sensitive_file 5
User-Agent anomaly ua
User-Agent signals look missing, inconsistent, or indicative of non-browser tooling.
hits 16 pts 2.00
Breakdown by severity band (all-time). “Weighted” reflects your weight configuration.
Severity Total Labels Weighted First seen Last seen Top labels
6 15 1 1.80 Feb. 6, 2025, 1:19 a.m. Aug. 6, 2025, 2:36 a.m.
ua 15
10 1 1 0.20 March 31, 2025, 9:52 p.m. March 31, 2025, 9:52 p.m.
ua 1
Request size anomaly request_size
Requests are unusually large or shaped in a way that suggests abuse or automation.
hits 40 pts 0.72
Breakdown by severity band (all-time). “Weighted” reflects your weight configuration.
Severity Total Labels Weighted First seen Last seen Top labels
12 1 1 0.72 April 10, 2025, 9:23 p.m. April 10, 2025, 9:23 p.m.
request_size 1
0 39 1 0.00 Feb. 6, 2025, 12:25 a.m. Aug. 6, 2025, 2:36 a.m.
request_size 39

HTTP Status Breakdown

Response mix grouped by status class (2xx/3xx/4xx/5xx). Uses totals aggregation and renders a donut.

Loading status mix…
Running one aggregation and rendering the chart.

Geolocation

Live geolocation and map tiles auto-load for this Org snapshot (peer IPs with coordinates).

Loading map…

Top Autonomous System Networks

Most-observed networks in this city
AS20115 · Charter Communications LLC AS7018 · AT&T Enterprises, LLC AS237 · Merit Network Inc. AS22379 · Manifold Services Inc AS7922 · Comcast Cable Communications, LLC

Interesting IPs

Top risky peers inside this city (latest snapshot). Sorted by risk score, then hits.

71.83.29.157 low
Open report
2 /100
Last seen 2025-04-02 03:00
Hits
5
Errors
0
Country
United States
ASN
AS20115
AS Org
Charter Communications LLC
45.26.131.65 low
Open report
0 /100
Last seen 2025-04-21 03:00
Hits
80
Errors
47
Country
United States
ASN
AS7018
AS Org
AT&T Enterprises, LLC
97.85.62.237 low
Open report
0 /100
Last seen 2025-02-07 02:00
Hits
47
Errors
2
Country
United States
ASN
AS20115
AS Org
Charter Communications LLC
24.176.3.6 low
Open report
0 /100
Last seen 2025-08-06 03:00
Hits
16
Errors
0
Country
United States
ASN
AS20115
AS Org
Charter Communications LLC
24.176.44.232 low
Open report
0 /100
Last seen 2025-04-11 03:00
Hits
15
Errors
0
Country
United States
ASN
AS20115
AS Org
Charter Communications LLC
35.46.78.96 low
Open report
0 /100
Last seen 2025-02-08 02:00
Hits
15
Errors
0
Country
United States
ASN
AS237
AS Org
Merit Network Inc.
68.43.76.5 low
Open report
0 /100
Last seen 2025-08-27 03:00
Hits
2
Errors
2
Country
United States
ASN
AS7922
AS Org
Comcast Cable Communications, LLC
35.149.80.191 low
Open report
0 /100
Last seen 2025-07-22 03:00
Hits
2
Errors
0
Country
United States
ASN
AS20115
AS Org
Charter Communications LLC
35.149.79.117 low
Open report
0 /100
Last seen 2025-02-14 02:00
Hits
2
Errors
0
Country
United States
ASN
AS20115
AS Org
Charter Communications LLC
65.49.241.140 low
Open report
0 /100
Last seen 2026-01-11 02:00
Hits
1
Errors
1
Country
United States
ASN
AS22379
AS Org
Manifold Services Inc
65.49.244.186 low
Open report
0 /100
Last seen 2026-01-11 02:00
Hits
1
Errors
1
Country
United States
ASN
AS22379
AS Org
Manifold Services Inc
35.149.80.114 low
Open report
0 /100
Last seen 2026-01-10 02:00
Hits
1
Errors
1
Country
United States
ASN
AS20115
AS Org
Charter Communications LLC
104.159.241.32 low
Open report
0 /100
Last seen 2025-09-18 03:00
Hits
1
Errors
0
Country
United States
ASN
AS20115
AS Org
Charter Communications LLC
24.176.0.208 low
Open report
0 /100
Last seen 2025-06-25 03:00
Hits
1
Errors
1
Country
United States
ASN
AS20115
AS Org
Charter Communications LLC
24.247.124.70 low
Open report
0 /100
Last seen 2025-05-07 03:00
Hits
1
Errors
0
Country
United States
ASN
AS20115
AS Org
Charter Communications LLC
24.231.255.253 low
Open report
0 /100
Last seen 2025-05-06 03:00
Hits
1
Errors
0
Country
United States
ASN
AS20115
AS Org
Charter Communications LLC
65.49.243.181 low
Open report
0 /100
Last seen 2025-05-06 03:00
Hits
1
Errors
0
Country
United States
ASN
AS22379
AS Org
Manifold Services Inc
174.84.239.207 low
Open report
0 /100
Last seen 2025-05-06 03:00
Hits
1
Errors
0
Country
United States
ASN
AS20115
AS Org
Charter Communications LLC