Difference between revisions of "ISSS608 2017-18 T3 Assign Li Hongxin Methodology"
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Revision as of 20:07, 6 July 2018
VAST Mini Challenge 1: "Cheep" Shots?
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Contents
Tools
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 Preparation
The following are key steps for data cleaning, and data manipulation for further visualization and analysis.
Step 1: Fix data quality issues
Pattern Visualization and Analysis
b
Audio Visualization and Classification
c
