FLoRA Data Validation Report
Generated: 2026-05-24 04:34:29 | Dataset: 2172 rows
Each row is identified as doi_o | doi_r (or url_r), followed by check-specific details after :.
Check an item to mark it as a false positive; it will be suppressed on the next run.
Outcome values valid (12 issues)
Outcome values that don't match the allowed set for the row's type (replication or reproduction).
Source values valid (88 issues)
Source must be 'COS', 'replications', or 'reproductions'.
Year ranges reasonable (1 issue):
year_o or year_r is outside 1890–current year + 1.
Replication year before original year (1 issue):
year_r < year_o. Could indicate swapped entries or a data-entry error.
Exact duplicates (by doi_o + doi_r) (14 issues)
Rows that share the same doi_o and doi_r combination.
Missing required fields (13 issues)
title_o, title_r, and doi_o must be non-NA; at least one of doi_r or url_r must be present.
Invalid DOI format (3 issues):
DOI does not match the expected pattern 10.NNNN/....
Checks passed:
FLoRA Data Validation Report
Generated: 2026-05-24 04:34:29 | Dataset: 2172 rows
Each row is identified as
doi_o | doi_r (or url_r), followed by check-specific details after:.Check an item to mark it as a false positive; it will be suppressed on the next run.
Outcome values valid (12 issues)
Outcome values that don't match the allowed set for the row's type (replication or reproduction).
Source values valid (88 issues)
Source must be 'COS', 'replications', or 'reproductions'.
Year ranges reasonable (1 issue):
year_o or year_r is outside 1890–current year + 1.
Replication year before original year (1 issue):
year_r < year_o. Could indicate swapped entries or a data-entry error.
Exact duplicates (by doi_o + doi_r) (14 issues)
Rows that share the same doi_o and doi_r combination.
Missing required fields (13 issues)
title_o, title_r, and doi_o must be non-NA; at least one of doi_r or url_r must be present.
Invalid DOI format (3 issues):
DOI does not match the expected pattern
10.NNNN/....Checks passed: