Quick Start: Bosnia ISIL Automation

TL;DR

Automated script ready to check all 80 COBISS.BH libraries for ISIL codes.

Time: 10-20 minutes (vs. 6.5 hours manual)
Output: bosnia_isil_codes_found.json with results

Run Now

cd /Users/kempersc/apps/glam
python scripts/bosnia_isil_scraper.py

Monitor progress:

tail -f data/isil/bosnia/scraper_log.txt

What It Does

Loads 80 libraries from bosnia_cobiss_libraries_raw.json
For each library:
- Checks COBISS library pages
- Checks institutional website
- Searches for ISIL code patterns (BA-, BO-, ISO 15511)
Outputs structured JSON with findings

Possible Outcomes

✅ Success: ISIL Codes Found

Extract 50-80 ISIL codes
Create LinkML records
Update investigation report

❌ No Codes Found

Confirms ISIL codes not publicly accessible
Provides evidence for NUBBiH email request
Validates need for direct authority contact

⚠️ Partial Results

Some libraries publish ISIL, others don't
Reveals COBISS data inconsistencies
Prioritizes follow-up contacts

After Completion

Analyze results:

# Count how many found
jq '[.[] | select(.isil_found == true)] | length' data/isil/bosnia/bosnia_isil_codes_found.json

# List all codes
jq '[.[].isil_codes[]] | unique' data/isil/bosnia/bosnia_isil_codes_found.json

Files Created

scripts/bosnia_isil_scraper.py - Main script
data/isil/bosnia/bosnia_isil_codes_found.json - Results
data/isil/bosnia/scraper_log.txt - Progress log
AUTOMATION_SCRIPT_CREATED.md - Full documentation
QUICK_START_AUTOMATION.md - This file

Ready to execute!

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