ISSS608 2018-19 T1 Assign Clara Chua Kiah Hwii Overview

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Overview

Data Overview and Cleaning

Application Design

Task 1 Insights

Task 2 Insights

Conclusion


Data Overview

For this challenge, we were provided with the following data:

Dataset Description Screenshot and Metadata
1. Calls and songs from known birds in the Boonsong Lekagul Wildlife Preserve. They are in MP3 format with varying lengths. The file name contains the species name and an integer that can be referenced with AllBirdsv4.csv for its metadata.
File:AllBirdsFileNames.PNG
Screenshot of file names provided by Mistford College
2. “AllBirdsv4.csv” contains metadata for the calls and songs from known birds in eight variables.
Description of each variable in AllBirdsv4.csv
Variable Name Description
File ID The integer index of the file names for calls and songs from known birds
English_name The common English name for the recorded bird
Vocalization_type Type of bird sound, typically a “call” or a “song”
Quality Quality of the recorded bird sound (A, B, C, D, E or no score). A recording with loud background noise or low bird sound purity has a lower quality.
Time Time the recording was captured
Date Date the recording was captured
X X coordinate of the location the recording was captured at
Y Y coordinate of the location the recording was captured at

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