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It is a helper tool that saves you a ton of time to get an idea about your datasets with a few clicks.\r\nThe tools it offers are:\r\n- Missing Values Exploration and Handling.\u003cbr\u003e\r\n    - Count Missing Values\u003cbr\u003e\r\n    - Drop NaN\u003cbr\u003e\r\n          - Drop Columns with NaNs\u003cbr\u003e\r\n          - Drop Rows with NaNs\u003cbr\u003e\r\n    - Fill NaNs\u003cbr\u003e\r\n          - ffill\u003cbr\u003e\r\n          - bfill\u003cbr\u003e\r\n          - fillna\u003cbr\u003e\r\n- Scaling and Normalization\u003cbr\u003e\r\n    - Plot Scaled Data\u003cbr\u003e\r\n    - Plot Normalized Data\u003cbr\u003e\r\n    \r\n- Date Time anomaly Detection.\u003cbr\u003e\r\n    - Compare Dates\u003cbr\u003e\r\n    - Detect Abnormality in Dates\u003cbr\u003e\r\n    \r\n- Feature Selection.\u003cbr\u003e\r\n   - Mutual Information Gathering \u003cbr\u003e\r\n   - Correlations \u003cbr\u003e\r\n   - Clustering \u003cbr\u003e\r\n   - $Chi^2$ \u003cbr\u003e\r\n   - Feature Importance \u003cbr\u003e\r\n   - Principal Component Analysis (PCA)\u003cbr\u003e\r\n\r\n- Detecting Inconsistent Data Entries.\u003cbr\u003e\r\n   - Unique Values\u003cbr\u003e\r\n   - FuzzyWuzzy\u003cbe\u003e\r\n - Powerful and Convenient visualizations\r\n\r\nHere's the link to the app: [Link](https://inspect-panda.streamlit.app/)\r\n","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiamzehan%2Finspect-panda","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fiamzehan%2Finspect-panda","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fiamzehan%2Finspect-panda/lists"}