Weekly Report 5 - Mar 02 2018 - Mar 09 2018
09 Mar 2018
Amlaan
What I did
- Researched Nested LSTMs for Sentiment Analysis
- Learned about D3 visualization techniques
- Experimented with Deck GL for map data visualization
What I plan to do next week
- More lightweight visualization techniques
- Integration of weather, Yelp data with other types of data
- Explore ways to minimize data redundancy and loss in data integration
Blocks or impediments to the plan for next week
Somshubra
What I did
- Finish scraping full yelp dataset
- Finish scraping full Wunderground weather dataset
- Prepared the codebase for the manual reference datasets of next week
What I plan to do next week
- See the data stored in the manual datasets.
- Prepare scripts to clean if required
- Prepare training of Sentiment models on the reference Yelp dataset when provided.
- Begin integrating the manual datasets with our collection of data.
Blocks or impediments to the plan for next week
- Will probably work on this after Tuesday due to midterm.
- Expect the integration task to go over smoothly. We will assign an integration manager to oversee this task.
Debojit
What I did
- Setup test project in Django and DRF
- Got a remote machine on AWS and pushed code to it but without making it public
- Planned on UI changes
What I plan to do next week
- Finish server setup and make it testable
- Finish up backend and test server and move on to help on the front-end.
- Help finalise what charts are the best for which form of data and test plot it
Blocks or impediments to the plan for next week
- Setting up some front end design and user flow
- AWS setup is relatively tedious but nothing unmanageable
Christopher
What I did
- Explored visualization libraries like D3, bokeh.
- Explored and worked on understanding yelp data scrapping
- Attended Project guidance session held by the TAs
What I plan to do next week
- Work on the next deliverable, manual data set reference.
- Try out the relevant visualization libraries.
- Read about sentiment analysis, and ml models.
Blocks or impediments to the plan for next week
- Identifying the right libraries for each of the task will be an impediment.