HolyShaq / prismviz

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[feat] Implement Step State Logic in Data Cleaning Part #13

Open Gidsss opened 3 days ago

Gidsss commented 3 days ago

Description

Develop a step state management system to handle the sub-steps within the data cleaning process. This will ensure users can move through the 3 steps which is handling missing data, removing duplicate entries, and validating column entries efficiently.

Steps

  1. Handling Missing Data: Options for interpolation, imputation, or removal of missing data.
  2. Removing Duplicate Entries: Detect and remove duplicate rows based on a chosen set of columns.
  3. Validating Column Entries: Ensure that specific columns meet defined criteria (e.g., data type checks, value ranges, etc.).

Tasks

Additional Info