Final Project - IA626

Posted 2021-03-14 jafga

Final Project - IA626
Summary
The final project for IA-626 will be an open ended project including the topics below. The project
will be primarily graded on complexity, analysis and documentation.
Requirements
The project should contain the following
● ETL - The methods used to fetch and store source data should be clearly outlined and
repeatable. There should be some thought put into the storage format.
○ Example - News stories were scraped from 3 webpages hourly using the
getStories.py script. Stories were stored as raw html files. The files were then
parsed by parseHTML.py which loaded them into JSON object with the following
schema. I stored the news stories in this JSON schema over mysql because we
wanted flexibility in the schema.
● Analysis - What is the primary question you are asking? This might be just an initial
question which leads into more in depth analysis.
○ Example - We looked at the frequency of posts but noticed that the frequency
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varies between two cities of the same size in the same timezone. We then looked
at demographic information to see if there was a correlation.
● Two or more data sources - Projects should contain 2 or more data sources. One of
these “sources” can be an API which translates results.
○ Example - I took each post containing a word in our keyword list and sent it to an
API which categorized its popularity score.
Waiver of requirements
Some of these requirements can be waived for projects which contain
● Custom data visualization
● Unique or novel analysis
● UI Application
Included code appendix
All students must supply an appendix of APIs and code they have used.
Deliverable content
● Summary / initial question
● Outline - general approach
○ For multi step approaches use diagrams to describe the data flow.
● Python code
● Figures
● Results
● Code / API appendix
Final Project - IA626
https://docs.google.com/document/u/0/d/1xkoDmsR4IWFpc9iKphMEzhLrNCknRl35B7rHdGn3U50/mobilebasic?pli=1 1/15/20, 10:53
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Here are a few data sources and APIs to consider:
● Files
○ Reddit Comments - 1 month
○ Reddit Comments - 1 year (TBD)
○ Taxi Trips (see me for complete set)
○ Taxi Fares
○ NYS Data
○ NYC Data
● APIs
○ Google places API
○ Google Geolocation API
○ Forecast.io weather API
○ Energy data - bulk
Deliverable format
Project should be delivered as a PDF including images, figures, code snapshots etc. If your
project requires another content type please consult me.
https://docs.google.com/document/u/0/d/1xkoDmsR4IWFpc9iKphMEzhLrNCknRl35B7rHdGn3U50/mobilebasic?pli=1 1/15/20, 10:53
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