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topicmaps's Introduction

Topic Maps

Fast topic survey with associated word cloud visualization on completion.

Build Status Coverage Status Stories in Ready

Fast topic survey with associated word cloud visualization on completion.

"Latest Topic Maps Snippet"

About

From programmers who know statistics, to statisticians who know how to program; everyone that does data science work has their own unique set of skills and tools that they use to get their jobs done. We want to know the essential data science topics that you use in your work.

This application presents a dynamic survey asking about what tools, topics, and techniques you use as a data scientist. The results are then aggregated and visualized in real time. We intend to use this application as a data collection tool for important Data Science topics in the area.

Contributing

Topic Maps is open source, but because this is an District Data Labs project, we would appreciate it if you would let us know how you intend to use the software (other than simply copying and pasting code so that you can use it in your own projects). If you would like to contribute (especially if you are a student or research labs member at District Data Labs), you can do so in the following ways:

  1. Add issues or bugs to the bug tracker: https://github.com/DistrictDataLabs/topicmaps/issues
  2. Work on a card on the dev board: https://waffle.io/DistrictDataLabs/topicmaps
  3. Create a pull request in Github: https://github.com/DistrictDataLabs/topicmaps/pulls

Note that labels in the Github issues are defined in the blog post: How we use labels on GitHub Issues at Mediocre Laboratories.

If you are a member of the District Data Labs Faculty group, you have direct access to the repository, which is set up in a typical production/release/development cycle as described in A Successful Git Branching Model. A typical workflow is as follows:

  1. Select a card from the dev board - preferably one that is "ready" then move it to "in-progress".

  2. Create a branch off of develop called "feature-[feature name]", work and commit into that branch.

     ~$ git checkout -b feature-myfeature develop
    
  3. Once you are done working (and everything is tested) merge your feature into develop.

     ~$ git checkout develop
     ~$ git merge --no-ff feature-myfeature
     ~$ git branch -d feature-myfeature
     ~$ git push origin develop
    
  4. Repeat. Releases will be routinely pushed into master via release branches, then deployed to the server.

topicmaps's People

Contributors

bbengfort avatar waffle-iron avatar

Stargazers

 avatar wynn burke avatar Slice avatar Igor Brigadir avatar Mohamed Moughamir avatar  avatar Joseph Misiti avatar

Watchers

 avatar James Cloos avatar Tony Ojeda avatar  avatar  avatar

Forkers

yngcan

topicmaps's Issues

Compute deviation index?

It would be interesting to create a numeric index that captures the degree to which my submission deviates from the norm.

Validation for commas

Perhaps you'd want to add validation for commas so that if the user does not read the instructions and just lists out the topics with commas, the system evaluates the string correctly.

Make colors meaningful - Time?

E.g. hot colorscale for newer submissions, cool colors for older ones. Then you can represent rate of increase in popularity, or other changes over time.

Merge functionality, canonicalization

add ability to merge duplicate topics into a canonical form. Probably a topic to topic foreign key relationship that is null able. The canonical version will subsume all other votes.

Topic relationship graph

if topics are submitted together, assign an edge, weighted by how frequently they are together. Plot the graph using D3.

Can't log in with DDL email

I tried logging out of admin and logging in with my DDL email and it would not let me.

Message:
Warning! Your account does not have access to this page.

Add GeoIP to Response

Lookup the location based on the IP address to get geographic distribution of responses.

Weighting by order in list

Items that appear higher up in a person's list could be weighted more - e.g. their first thoughts/gut reactions vs. the responses they have to dig for.

Weighting by list length

If the stated purpose is to get people to rank the most important skills, rather than produce an exhaustive list, you should weight answers in relation to the total number of responses in that submission. A item on a shorter list should get awarded more weight than the same item on a list 5 times as long.

Update readme

add image and other documentation. Add coveralls, waffle, and Travis.

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