ACLED Ukraine Conflict Interactive Map (apps.acleddata.com/ukrainemonitor)
Derived monthly counts for Kherson (admin1) armed clash events, Jan-Jun 2024.

Data source endpoint used by the map frontend:
https://apps.acleddata.com/ukrainemonitor/scripts/ukraine_fetch.php

Filter definition in map frontend (Armed Clashes subset):
sub_event_type == "Armed clash"

Computation details (Python pandas):
- Parse event_date as date.
- Filter records where admin1 == "Kherson".
- Filter records where sub_event_type == "Armed clash".
- Keep dates from 2024-01-01 through 2024-06-30.
- Group by calendar month (YYYY-MM).

Monthly counts (number of events):
2024-01  92
2024-02  82
2024-03  76
2024-04  59
2024-05  79
2024-06  65

Total Jan-Jun 2024 armed clash events in Kherson (admin1): 453

Recomputed from current endpoint snapshot: 
Rows in source file: 273174
Counts by month from pandas groupby:
2024-01: 92
2024-02: 82
2024-03: 76
2024-04: 59
2024-05: 79
2024-06: 65
Sum: 453