ISSS608 2017-18 T3 Assign Li Hongxin Methodology

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Pipits hx.jpg VAST Mini Challenge 1: "Cheep" Shots?

Background

Methodology

Data Visualization

Conclusions

 

Tools

R, Tableau and Python are used to solve the questions.


a. R: used for data cleaning. Packages: tidyverse

b. Tableau: used for Map & Pattern visualization 

c. Python: used for Density visualization, audio visualization and audio classification. 
Packages: os, glob, pandas, numpy, matplotlib, seaborn, librosa, sklearn

Process for Data Cleaning

a