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SheetVerify

Validation Results

Download Current Result

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Scan Metadata

File and scan information for this validation run.

File Name

demo_spreadsheet.xlsx

File Type

xlsx

File Size

5528 bytes

Status

parsed

Spreadsheet Reliability Score

A single confidence signal based on the issues detected in this spreadsheet.

63 / 100

Overall spreadsheet quality score

Lower scores usually mean more issues to review before sending the file to others.

Parsed Sheet

Summary of the sheet that was parsed and checked.

Sheet Name

Demo

Rows

10

Columns

8

Non-empty Cells

79

Headers

Detected column headers in the parsed sheet.

Spreadsheet Reliability Report

Issue summary grouped by severity for fast prioritization.

Issues found: 3

HIGH 2
MEDIUM 1
LOW 0
Filter:

Detected Issues

Detailed validation findings from the current spreadsheet scan.

HIGH

HIGH Severity Issues (2)

HIGH

Duplicate value "alice@example.com" found in column "email" on sheet "Demo" at rows [2, 8].

Severity reason: Column "email" looks like a key or identifier column, so duplicate values are high severity.

Detector: duplicate_values

Column: email

Duplicate value: alice@example.com

Rows: [2, 8]

Count: 2

Duplicate ratio: 20.0%

Non-empty values checked: 10

HIGH

Missing values detected in column "region".

Explanation: Column "region" contains 1 missing value(s) out of 10 non-empty row(s) (10.0%, threshold: 5.0%).

Severity reason: Missing values already passed the detector threshold, so the issue is considered high severity.

Detector: missing_values

Column: region

Rows affected: [4]

Missing count: 1

Row count: 10

Missing ratio: 10.0%

Threshold: 5.0%

MEDIUM

MEDIUM Severity Issues (1)

MEDIUM

Inconsistent formulas detected in column "total".

Explanation: Column "total" contains 10 formula cell(s). The dominant normalized formula pattern appears in 9 cell(s) (90.0%, threshold: 75.0%), but 1 row(s) deviate from that pattern.

Severity reason: Inconsistent formulas inside the same column can indicate a broken copied formula or manual spreadsheet error, so the issue is medium severity.

Detector: formula_consistency

Column: total

Problem Type: formula_inconsistency

Formula Count: 10

Dominant Pattern: =D#+E#

Dominant Count: 9

Dominant Ratio: 0.9

Threshold: 0.75

Deviating Count: 1

Rows Affected: [6]

Sample Deviating Formulas: ['=D6*E6']