E-commerce Delivery Address Validation Logs

This dataset provides granular logs of delivery address entry and validation attempts across e-commerce platforms, including error codes, resolution status, and logistics region mapping. It enables detailed analysis of address quality, user correction behavior, and operational bottlenecks, supporting both logistics optimization and improvements to user experience.

  • last updated 20 Aug 2025
  • by GoMask
The brief that made it

Analyzing address validation failure rates and error patterns

Sample rows

preview · 8 of 200 rows · all 17 columns
log_idstringresolution_statusstringis_final_addressbooleanerror_codestringuser_idstringplatform_idstringentry_timestampdatetimevalidation_attemptintegeraddress_streetstringaddress_citystringaddress_statestringaddress_postal_codestringaddress_countrystringvalidation_statusstringresolution_timestampdatetimedelivery_region_codestringerror_messagestring
cA92kL1pnot-requiredtrueblankuserA102shopify2020-03-11T10:14:28Z11501 BroadwayNew YorkNY10036USsuccessblankNYC-01blank
eJ82pKmVcorrectedfalseINV_POSTALuserB203amazon2021-05-23T15:41:17Z1245 Market StSan FranciscoCA94105USfailed2021-05-23T15:43:10ZSF-03Invalid postal code entered for address.
gL90rN2bnot-requiredtrueblankuserC305ebay2022-09-12T09:22:50Z11010 W Madison StChicagoIL60607USsuccessblankCHI-02blank
ZpB71hQvnot-requiredtrueblankuserD406walmart2023-02-14T13:08:32Z11 Infinite LoopCupertinoCA95014USsuccessblankCUP-01blank
MdT82jKrunresolvedfalseNOSTREETNUMuserE507etsy2020-07-19T16:03:19Z1221B Baker StreetLondonENGNW1 6XEGBfailed2020-07-19T16:04:01ZLDN-ZONE1Street number missing from address entry.
NfG62zLpnot-requiredtrueblankuserF608rakuten2024-01-08T11:25:44Z1Sumida Riverside 23SumidaTKY131-0045JPsuccessblankTKY-EASTblank
VkL71mQbnot-requiredtrueblankuserG709flipkart2021-11-27T08:55:14Z1A-55 Sector 62NoidaUP201301INsuccessblankNOI-NORTHblank
PkB81jQvauto-correctedfalseMANUAL_REVIEWuserH810shopify2022-06-21T18:23:09Z1300 Yonge StreetTorontoONM5B 2H1CApending2022-06-21T18:24:48ZTOR-02Address flagged for manual review by system.

What the 200 rows show

from the 200-row sample

Not-required (resolution status) stands out: 129 of its 129 rows have is_final_address = true, against 16 of 71 for the rest.

  • 73%is_final_address = true
  • 3validation statuses
  • 7platforms
  • 10address countries
  • 18address states
  • 22address cities
Is final address rate by resolution_statusis_final_address = true
0%50%100%39%corrected7 of 180%unresolv…0 of 2735%auto-cor…9 of 26100%not-requ…129 of 129
error_code55 rows with a value · 145 left blank
  1. MANUAL_REVIEW13
  2. INV_POSTAL10
  3. SUSP_REGION8
  4. BLANK_STREET6
  5. ADDR_TOO_LONG6
  6. NOSTREETNUM5
  7. ADDR_NOT_FOUND4
  8. ALT_FORMAT3
17 columns by typefrom the column list below
  • string 13
  • integer 1
  • datetime 2
  • boolean 1

Columns

17 columns in four groups
blueprint · 17 columns
columntypedescriptionexample
Text 13 columns
log_idstringUnique identifier for each address validation log entryuniquecA92kL1p
user_idstringUnique identifier for the user attempting address entryuserA102
platform_idstringIdentifier for the e-commerce platform where the address was entered7 platformsshopify
address_streetstringStreet portion of the delivery address entered by the user1501 Broadway
address_citystringCity portion of the delivery address entered by the userNew York
address_statestringState or region portion of the delivery address entered by the userNY
address_postal_codestringPostal or ZIP code of the delivery address entered by the user10036
address_countrystringCountry portion of the delivery address entered by the user10 countriesUS
validation_statusstringResult of the validation attempt (e.g., success, failed, pending)success · failed · pendingsuccess
error_codestringError code returned during validation attempt, if any8 codes · optionalINV_POSTAL
error_messagestringHuman-readable description of the error encountered during validationoptionalInvalid postal code enter…
resolution_statusstringIndicates if and how the validation error was resolved (e.g., corrected, unresolved, auto-corrected)corrected · unresolved · auto-corrected · not-requirednot-required
delivery_region_codestringInternal code representing the logistics region for delivery optimizationoptionalNYC-01
Numbers 1 column
validation_attemptintegerSequential number of the validation attempt for this address entry1 or more1
Dates and times 2 columns
entry_timestampdatetimeTimestamp when the delivery address was entered2020-03-11T10:14:28Z
resolution_timestampdatetimeTimestamp when the validation issue was resolved, if applicableoptional2021-05-23T15:43:10Z
True or false 1 column
is_final_addressbooleanIndicates whether this address entry is the final version used for deliverytrue

Use it for

  • is final addre…73%145 of 200 rowsis final address by r…39%corr…0%unre…35%auto…100%not-…

    A logistics dashboard

    The is_final_address rate, is_final_address by resolution_status and a breakdown of error_code. Excel, Power BI or Tableau.

  • Why do 145 of 200 rows have is_final_address = true?

    A root-cause class exercise

    Hand out the rows and one question. The answer is in the data, not in the brief.

  • A software demo

    Believable logs with user_id, platform_id and entry_timestamp to fill a screen in front of a buyer.

Not quite right?

Make it yours.

Same 17 columns, your size and your rules. See 20 rows before you pay.

Preview 20 rows free

1,000 rows: $1.99 · 10,000: $12.99One-time. No subscription. All prices

This dataset200 rows17 columns
Yours1,000 rows17 columnsaddress_street: UK only

blueprint · e-commerce-delivery-address-validation-logs

Behind this dataset

Same schema. As many rows as you need.

These 200 rows came out of a blueprint — 17 columns with generation rules behind each one. Open it in Data Factory to retune a column, add your own, wire in foreign keys, and run it at the size you actually need.

Rules it was built with
  • Address entry and validation status
  • Error code and resolution event tracking
  • Anonymize user and location info
  • Flag repeat address failures
Rows
Open the blueprint in Data Factory

1 credit per row. Preview 20 rows free. Buy rows for the full run.

Exports
CSV, JSON, JSONL, Parquet, SQL, Excel, TSV, XML
Licence
yours to use, including commercially
API slug
e-commerce-delivery-address-validation-logs

More in Logistics

Browse all
Also in LogisticsLast-Mile Delivery Carbon InsightsPharmaceutical Inventory Supply ChainsCold Chain Logistics Temperature DataAll 1,967 datasets

What should your data show?

Preview 20 rows free
No signup. No card.