Difference between revisions of "ISSS608 2017-18 T3 Assign Anthony Theodore Method"
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This assignment mainly use tableau for the dashboard creation and exploration analysis. SAS JMP Pro is also used for the initial data understanding part.<br> | This assignment mainly use tableau for the dashboard creation and exploration analysis. SAS JMP Pro is also used for the initial data understanding part.<br> | ||
− | Python is used | + | Python is used for converting the audio file from .MP3 format to .WAV format, while R is used for the audio visualization and similarity analysis. The following list is the Python library used:<br> |
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− | *pydub - AudioSegment | + | **os - listdir |
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− | + | ***Note: FFMPEG need to be installed before pydub can be installed. Tutorial on installing will be given in the detailed approach below. | |
− | * | + | *<h3>R</h3> |
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Revision as of 09:49, 8 July 2018
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Tools and Approach
This assignment mainly use tableau for the dashboard creation and exploration analysis. SAS JMP Pro is also used for the initial data understanding part.
Python is used for converting the audio file from .MP3 format to .WAV format, while R is used for the audio visualization and similarity analysis. The following list is the Python library used:
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The approach taken for this assignment consists of:
- Data understanding
- Geospatial visualization
- Creating Dashboard
- Audio processing
- Audio visualization
- Audio comparison
No. |
Approach |
Description |
1. |
Data Understanding |
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2. |
Geospatial Visualization |
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3. |
Dashboard Creation |
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4 |
Audio Processing |
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5 |
Audio Visualization |
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6 |
Audio Comparison |
Dashboard Design
The following image is the finalized dashboard that will be uploaded into tableau public:
The dashboard has 2 feature. It will enable user to see the distribution of each bird per year by 3 map panel on the left, and will enable user to know the total number of sound detected for all bird or for a particular bird. It can also allow user to check the comparison between song and call. On the right, user can click on the bullet point to select which bird they want to see.
Link for the dashboard: