Metadata-Version: 2.1
Name: data-inspector
Version: 0.0.4
Summary: This module brings different functions to make EDA, data cleaning easier.
Home-page: UNKNOWN
Author: Kazi Amit Hasan
Author-email: kaziamithasan89@gmail.com
License: UNKNOWN
Description: # Data Inspector 
        ## This module brings different functions to make EDA, data cleaning easier. 
        ### Author: Kazi Amit Hasan
        
        ## Project Description: 
        
        Data Inspector brings a total of 15 essential exploratory data analysis, data cleaning automations to make a dataset understandable. This is a perfect tool to get started with you data.
        
        data inspector helps to make 
        ## Installation
        
        ```pip install data-inspector```
        
        
        ### Available automation:
        
        
        1. Line plot : ```line_plot(data, x_data, y_data, x_label="", y_label="", title="")```
        2. Skew feature: ```plot_skewed_feature(data, column)```
        3. Showing data distribution: ```show_distribution(data, column)```
        4. Scatter plot: ```plot_scatter(data,x_data, y_data)```
        5. Correlation plot: ```plot_correlation(data)```
        6. Create histogram: ```histogram(data,column, x_label, y_label, title)```
        7. Create bar plot: ```plot_bar(data, column, xlabel, ylabel, title)```
        8. Create boxplots of all features: ```box_plot(data)```
        9. Checking dataset's shape: ```datasetShape(data)```
        10. Get dataset's diagnostic plots: ```diagnostic_plots(data, variable)```
        11. Divide numerical and categorical features: ```divideFeatures(data)```
        12. Fill NaN values: ```fillNan(data, column, value)```
        13. Get pearson's correlation between two variables: ```get_correlation(column_1, column_2, data)```
        14. Plotting kde plots:``` plot_cont_kde(data, var)``` 
        15. Automatic calculating the missing values and their percentage along with visualization : ```calculating_missing_values(data)```
        
        
        
        
        
        
        
        Change Log
        ==========
        
        0.0.1 (20/08/2021)
        ------------------
        - First Release
        
        0.0.2 (20/08/2021)
        ------------------
        - Minor updates
Keywords: eda
Platform: UNKNOWN
Classifier: Programming Language :: Python :: 3
Classifier: License :: OSI Approved :: MIT License
Classifier: Operating System :: OS Independent
Description-Content-Type: text/markdown
