Difference between revisions of "ANLY482 AY2017-18T2 Group30 Instagram"
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To retrieve data from the company's instagram, we made use of a web-scraping script from [https://github.com/timgrossmann/instagram-profilecrawl Github]. We made modifications to the script to include timestamp as well as caption, the data includes: | To retrieve data from the company's instagram, we made use of a web-scraping script from [https://github.com/timgrossmann/instagram-profilecrawl Github]. We made modifications to the script to include timestamp as well as caption, the data includes: | ||
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After scraping the data, we realised that the data needed cleaning. The indexes of the column values were off as seen here: | After scraping the data, we realised that the data needed cleaning. The indexes of the column values were off as seen here: | ||
Revision as of 18:12, 10 February 2018
| HOME | ABOUT US | PROJECT OVERVIEW | PROJECT FINDINGS | PROJECT MANAGEMENT | DOCUMENTATION | MAIN PAGE |
| Facebook Post | Facebook Video | Youtube | Blog Post |
|---|
Data Source
To retrieve data from the company's instagram, we made use of a web-scraping script from Github. We made modifications to the script to include timestamp as well as caption, the data includes:
- Caption
- Timestamp
- Img URL
- Tags
- No. of Likes
- No. of Comments
Data Preparation
After scraping the data, we realised that the data needed cleaning. The indexes of the column values were off as seen here: (image) We also concatenated the "tags" into a single column.
Exploratory Data Analysis
Final Application: Learning Dashboard
