Data Quality
Parsing, validating, deduplicating, and standardising address data before and after geocoding. 23 articles in Data Quality.
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Verifying business locations for directories at scale
Forward geocode, reverse check, and Places-category plausibility-test every listing. Automated triage before a human eve...
Handling addresses that won't geocode: an ops playbook
Practical ops playbook for the 2-5% of addresses that fail or return low confidence: triage buckets, re-query patterns,...
Expanding into new countries: what address data breaks first
Address formats change per country and your regexes will break. Use geocoding-backed validation to pilot new markets. 63...
Getting address data ready for BI dashboards that actually work
Fix broken 'sales by region' charts: geocode once upstream, attach boundary codes, and let every BI tool group by a clea...
Cutting returned mail before a direct-mail campaign ships
Batch geocode your mailing list before print. Drop low-confidence rows, fix spellings, dedup households — cut returned m...
Auditing address data quality with a geocoding scorecard
Run your CRM through batch geocoding and read confidence scores as a data-quality diagnosis. Spot formatting debt and de...
Flagging suspicious addresses in order screening with geocoding signals
Use geocoding confidence scores and IP-vs-shipping distance as fraud review signals at checkout. Patterns, code, and fai...
Cleaning a property portfolio's addresses at scale with geocoding
Collapse five address spellings of the same building into one canonical record. Batch geocode, use confidence scores, an...
Deduplicating a messy CRM with geocoding and stable keys
Turn chaotic CRM address variants into one stable geocode key per location. Merge duplicate leads and accounts without f...
Standardising civic addresses for emergency dispatch
Use forward and reverse geocoding to standardise civic addresses, back-fill coordinates, and build a confidence-driven r...