Metadata-Version: 2.1
Name: pontiPy
Version: 3.0
Summary: Automation of Pontius Matrix
Home-page: https://github.com/verma-priyanka
Author: Priyanka Verma
Author-email: prverma@clarku.edu
License: MIT
Description: ï»¿pontiPy: A Python Library for Map Comparison Metrics in a Cross-TabÂ Matrix
        Latest Version: 3.0
        Latest Update: October 2021
        Python Version: 3.7  
        
        # Dependencies & Usage
        - Download: pip install -i https://test.pypi.org/simple/ pontiPy==3.0
        - Required libraries for pontiPy usage
        
        ```python
        import pandas as pd
        from pontiPy import pontiPy
        ```
        - Creating a Dataframe from an inputted Sample & Loading the pontiPy package
        ```python
        df = pd.read_csv('sample.csv', index_col= 0)
        display(df)
        pontipy_df = pontiPy(df)
        ```
        
        # Further Information & Contact
        - **Library Information:**  
        Priyanka Verma, prverma@clarku.edu
        Priscilla Ahn, pahn@clarku.edu    
        
        - **Metric Methodolgy:**  
        Robert (Gil) Pontius, rpontius@clarku.edu  
        See Metrics that Make a Difference, Chapter 4  
        Link to Chapter 4
        
        # Acknowledgements
        
        _Dr. Robert Gilmore Pontius Jr created the first version of this workbook in 2001. Pontius has revised this workbook several times, and each revision has a larger number for the suffix of the filename. Pontius created version 42 in 2019._  
        
        _Visit www.clarku.edu/~rpontius for publications on this workbook's methods. Specificaly, see:
        Pontius Jr, Robert Gilmore and Ali Santacruz. 2014. Quantity, Exchange and Shift Components of Differences in a Square Contingency Table. International Journal of Remote Sensing 35(21): 7543-7554._  
        
        _Pontius Jr, Robert Gilmore. 2019. Component intensities to relate difference by category with difference overall. International Journal of Applied Earth Observations and Geoinformation 77: 94-99._  
        
        _Pontius Jr, Robert Gilmore and Marco Millones. 2011. Death to Kappa: birth of quantity disagreement and allocation disagreement for accuracy assessment. International Journal of Remote Sensing 32(15): 4407-4429._  
        
        _Aldwaik, Safaa Zakaria, Jeffrey A Onsted, and Robert Gilmore Pontius Jr. 2015. Behavior-based aggregation of land categories for temporal change analysis. International Journal of Applied Earth Observation and Geoinformation 35(Part B): 229-238._
        
Platform: UNKNOWN
Description-Content-Type: text/markdown
