Difference between revisions of "ISSS608 2017-18 T3 Assign Li Hongxin Methodology"

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==Tools==
 
==Tools==
  
R, Tableau and Python are used to solve the questions.<br>
+
R, Tableau and Python are used to solve the questions.
<b>
+
<b>
 
  a. R:</b> used for data cleaning. <i>Packages: tidyverse</i>
 
  a. R:</b> used for data cleaning. <i>Packages: tidyverse</i>
  

Revision as of 19:54, 6 July 2018

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