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hackforla / lucky-parking

Visualization of parking data to assist in understanding of the effects of parking policies on a neighborhood by neighborhood basis in the City of Los Angeles
https://www.hackforla.org/projects/lucky-parking.html
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User car make prediction model #170

Open gregpawin opened 3 years ago

gregpawin commented 3 years ago

Overview

Create page that uses parking citation data to predict whether or not a car is a luxury car or not on user input of citation types. We would either give them parking statistics about a car make of their choosing, or they can give us their parking citation types and we can predict their car make. This can be a new feature or can be spun off to another product.

Action items

Resources/Instructions

Use the citation-analysis branch to clean the data and create a model.

gregpawin commented 3 years ago

Being developed on personal repo. Will integrate if it seems interesting to PM/users.

gregpawin commented 3 years ago

Update: will integrate regex expressions from my own car make prediction repo.

MichelleRT commented 2 years ago

@gregpawin This issue has not had an update since June 7, 2021. If you are no longer working on this issue please let us know. If you are able to give any closing comments related to why this issue stopped being worked on or if there are any other notes that never got added to the issue. We would appreciate it. If you are still working on the issue, please provide update using these guidelines

  1. Progress: "What is the current status of your project? What have you completed and what is left to do?"
  2. Blockers: "Difficulties or errors encountered."
  3. Availability: "How much time will you have this week to work on this issue?"
  4. ETA: "When do you expect this issue to be completed?"
  5. Pictures (if necessary): "Add any pictures that will help illustrate what you are working on."
gregpawin commented 2 years ago

Will keep in icebox for now since this would be a new feature with a lot of work involved.

MichelleRT commented 2 years ago

@gregpawin Can you please tell us how a community activist would use this feature?

gregpawin commented 2 years ago

The idea for it is based off of some explorations that showed that certain car brands were linked to certain parking behavior. Luxury car drivers get different kinds of tickets than truck drivers. It was an idea to stir some interest in our site because people love reinforcing their stereotypes about certain types of car drivers. It's all based off the same dataset. I think it would be a good sideproject for a data scientist interested in it and could start off as a side-feature but could become it's own website. I think it's important to keep around interesting projects to attract data science volunteers.

gordonruby commented 2 years ago

@gregpawin If it was possible to predict whether the car make was a luxury car, how would that be particularly valuable?

gordonruby commented 2 years ago

@gregpawin If it was possible to predict whether the car make was a luxury car, how would that be particularly valuable?

I've read the whole thread now and I understand the context, thanks.

gregpawin commented 2 years ago

I think this feature would provide an interesting feature that provides insight to a person's personality. We could ask for a users' car make and give stats for their parking tickets or they could input their parking tickets types and we could predict their car. This can be some fun side feature or spin off into it's own site.

mademarc commented 1 year ago

1 Progress: looking into ways to make css web designs 2 Blockers: no issues at all 3 Availability: 3/20/23 4 ETA: 3/31/23