Here’s a Data Sampling Log Template designed to help you track and document the data samples selected for quality verification. It includes columns for sample identification, check results, and any necessary actions.
Data Sampling Log Template
1. Sampling Information:
- Log Created By: [Name of the person who created the log]
- Sampling Date: [Date of sampling]
- Sampling Period: [Start and End Dates for the data being sampled]
- Sampling Method: [e.g., Random, Stratified, Systematic, etc.]
- Data Source: [Name of the data source]
2. Data Sample Information:
Sample ID | Data Source/Field | Sample Size | Sampling Method | Sample Date/Time | Assessor Name | Sample Status (Pass/Fail) | Findings/Notes | Actions Required |
---|---|---|---|---|---|---|---|---|
[Sample 001] | [e.g., Sales Data] | [e.g., 100 rows] | [e.g., Random] | [Date/Time] | [Name] | [ ] Pass / [ ] Fail | [e.g., Missing 5 data entries] | [e.g., Fix missing data] |
[Sample 002] | [e.g., Customer Info] | [e.g., 50 rows] | [e.g., Stratified] | [Date/Time] | [Name] | [ ] Pass / [ ] Fail | [e.g., Duplicates found in data] | [e.g., Remove duplicates] |
[Sample 003] | [e.g., Product Data] | [e.g., 200 rows] | [e.g., Systematic] | [Date/Time] | [Name] | [ ] Pass / [ ] Fail | [e.g., Formatting issues] | [e.g., Reformat columns] |
3. Sampling Methodology (Optional):
- Description of Sampling Method:
[Describe how samples were selected (e.g., random selection, stratified by data categories, etc.)] - Sampling Criteria:
[Specify the criteria used for the sampling, such as size, time frame, or specific data fields.]
4. Summary of Findings:
- Total Samples Checked: [Number of samples checked]
- Total Passes: [Number of samples that passed]
- Total Fails: [Number of samples that failed]
5. Actions Taken:
- [Brief description of the actions taken to address failed samples, such as data corrections, re-sampling, or further investigation.]
6. Follow-Up Actions (if applicable):
- Assigned To: [Name of person/team responsible for corrective actions]
- Due Date: [Deadline for completing actions or re-sampling]
- Additional Notes: [Any extra details or notes related to the actions taken]
7. Signature:
- Assessor’s Signature:
[Signature or name of the person conducting the sample checks] - Date:
[Date the log was finalized]
This log allows you to document each sample selected, track the results of the quality checks, and ensure there’s a clear follow-up process for any identified issues. If you’d like to modify this or need a different format, let me know!
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