Data Cleaning Schedule
Data Cleaning Schedule
This schedule is a structured plan that outlines systematic procedures and timelines for regular data cleansing activities. The purpose is to ensure the removal of inaccuracies, inconsistencies, and redundancies in databases, promoting data integrity and reliability.
|
Activity |
Description |
Responsible Party |
Frequency |
|---|---|---|---|
|
Data Profiling |
Analysis of the data to understand its quality, consistency, and integrity |
Data Analyst |
Weekly |
|
Data Auditing |
Inspection for data compliance and accuracy |
Data Manager |
Monthly |
|
Duplication Removal |
Elimination of redundant data |
Data Administrator |
Bi-Weekly |
|
Null Value Treatment |
Handling of missing or null data values |
Data Analyst |
Weekly |
|
Data Transformation |
Conversion of data to the required format and structure |
Data Manager |
As Required |
|
Attribute Relevance Analysis |
Determining the relevance of data attributes for intended use |
Data Analyst |
Monthly |
|
Error Log Analysis |
Reviewing error logs for data issues requiring resolution |
Data Administrator |
Weekly |
|
Data Accuracy Review |
Ensuring data accuracy post-cleaning activities |
Data Manager |
Quarterly |
|
Schedule Review |
Review and adjustment of data cleaning schedule based on requirements |
Data Administrator |
Annually |
Prepared By: [YOUR NAME]
