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glam/reports/kb_libraries_enrichment_report.md
kempersc 30162e6526 Add script to validate KB library entries and generate enrichment report 
- Implemented a Python script to validate KB library YAML files for required fields and data quality.
- Analyzed enrichment coverage from Wikidata and Google Maps, generating statistics.
- Created a comprehensive markdown report summarizing validation results and enrichment quality.
- Included error handling for file loading and validation processes.
- Generated JSON statistics for further analysis.
2025-11-28 14:48:33 +01:00

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KB Netherlands Public Libraries - Enrichment Report

Generated: 2025-11-28 12:28:14 UTC Total Entries: 149

Executive Summary

The KB Netherlands library ISIL data has been successfully integrated and enriched with external data sources.

Metric Count Percentage
Total KB Library Entries 149 100%
Valid Entries 149 100.0%
Wikidata Enriched 114 76.5%
Google Maps Enriched 149 100.0%

Wikidata Enrichment

Coverage

Status Count Percentage
Successfully enriched 114 76.5%
Not found in Wikidata 35 23.5%
Not attempted 0 0.0%

Match Methods

Method Count
isil_code_match 64
fuzzy_name_match 50

Data Completeness (of 114 enriched)

Field Count Percentage
Coordinates 68 59.6%
Inception Date 11 9.6%
VIAF ID 3 2.6%
Website 114 100.0%

Google Maps Enrichment

Coverage

Status Count Percentage
Successfully enriched 149 100.0%
Not found 0 0.0%
Not attempted 0 0.0%

Data Completeness (of 149 enriched)

Field Count Percentage
Coordinates 149 100.0%
Full Address 149 100.0%
Phone Number 146 98.0%
Website 143 96.0%
Opening Hours 145 97.3%
Rating 147 98.7%

Business Status

Status Count
OPERATIONAL 147
CLOSED_TEMPORARILY 1
CLOSED_PERMANENTLY 1

Geographic Distribution by Province

Province Count
Zuid-Holland 25
Overijssel 23
Noord-Brabant 18
Gelderland 18
Noord-Holland 16
Limburg 13
Utrecht 9
Friesland 6
Drenthe 5
Zeeland 4
Groningen 3
Flevoland 3
Sint Eustatius 1
Saba 1
Bonaire 1

Geographic Distribution by City

Top 20 cities with most library entries:

City Count
Deventer 5
Den Haag 4
Groningen 3
Assen 3
Middelburg 2
Leeuwarden 2
Heerlen 2
Hoofddorp 2
Lelystad 2
Rotterdam 2
Amsterdam 1
Tilburg 1
Houten 1
Utrecht 1
Grave 1
Schiedam 1
Maastricht 1
Haarlem 1
Eindhoven 1
Enschede 1

Validation Results

Summary

  • Valid entries: 149 (100.0%)
  • Entries with issues: 0
  • Entries with warnings: 0
  • File parsing errors: 0

Data Sources

  1. KB Netherlands Library Network (Primary)

  2. Wikidata (Enrichment)

  3. Google Maps Places API (Enrichment)

    • API: Places API (New)
    • Coverage: 149/149 (100.0%)

Files Generated

  • Entry files: data/nde/enriched/entries/{index}_kb_isil.yaml (149 files)
  • This report: reports/kb_libraries_enrichment_report.md
  • Statistics JSON: reports/kb_libraries_enrichment_stats.json

Report generated by validate_kb_libraries_report.py