Tool for Exploratory Data Analysis meant for Data Science and Machine Learning Projects

Inspect Panda

---

'Inspect Panda' is a tool to perform some basic and advanced exploratory data analysis on the go. It is a helper tool that saves you a ton of time to get an idea about your datasets with a few clicks. The tools it offers are:

• Missing Values Exploration and Handling.
  

  • Count Missing Values
    
  • Drop NaN
    - Drop Columns with NaNs
    - Drop Rows with NaNs
    
  • Fill NaNs
    - ffill
    - bfill
    - fillna
    

• Scaling and Normalization
  

  • Plot Scaled Data
    
  • Plot Normalized Data
    

• Date Time anomaly Detection.
  

  • Compare Dates
    
  • Detect Abnormality in Dates
    

• Feature Selection.
  

  • Mutual Information Gathering
    
  • Correlations
    
  • Clustering
    
  • $Chi^2$
    
  • Feature Importance
    
  • Principal Component Analysis (PCA)
    

• Detecting Inconsistent Data Entries.
  

  • Unique Values
    
  • FuzzyWuzzy

• Powerful and Convenient visualizations

Here's the link to the app: Link