CoP: Data Science: Pedestrian and Bike Traffic Analysis

[ryanmswan]

Description

Stems from request for https://github.com/hackforla/311-data/issues/504 (dead link)

Action Items

• [x] Identify datasets relevant to pedestrian and bike traffic in Los Angeles county
• Perform EDA on data
  • [x] Generate data dictionary
  • [x] Provide control script for merging of data sets
  • [x] Data Cleaning
• [x] Create map visualizations to demonstrate the volume of traffic in neighborhood councils
• [x] Generate report/webpage for presentation to neighborhood councils
• [x] Assess difficulty of integrating with frontend visualization tools

Resources

Regan connected us with Mapilary

http://visionzero.geohub.lacity.org/ https://www.strava.com/heatmap https://help.mapillary.com/hc/en-us/articles/115002332165#pointfeatures

Potential future data directions

• Cellphone movement data
• Traffic volume data

Deliverable

Slide presentation

[ryanmswan]

Additional input from client:

One advocate claimed that simply adding a pedestrian flasher at (say) Highland and 4th would make pedestrian and cyclist safety worse, which seems confused (he may be a purist holding out for prohibiting left turns there and other anti-car measures). It'd be cool to have some visibility on outcomes of flasher installations, if you run into any.

[ryanmswan]

Resources complements of @JRHutson :

https://help.mapillary.com/hc/en-us/articles/115002332165#pointfeatures

[ExperimentsInHonesty]

This is the history of all the emails so far with dan.

https://drive.google.com/file/d/16e3tlMGIkl34YFu8smup3BcoQ3892FVA/view?usp=sharing

[ryanmswan]

~Most recent powerpoint~

[ExperimentsInHonesty]

Next Steps

• [x] Bonnie writes to Dan Kagel copying Abe. Sent 2021-011-12

Hi Dan,

Sorry for the delay, we had data science people working on this, but some leadership turnover happened, and we dropped the ball.  We now have a presentation we would like to show you.

I have copied the datascience team lead Abe on this email ([email protected]), please reply to us both.

Looking forward to hearing from you.

Bonnie

Bonnie followed up on the 2022-12-02

Hi Dan, 

Hope your holiday was nice.

Checking in again with you on our  greater Wilshire pedestrian data presentation.  Any word from the Chair?

Bonnie

Dan wrote back on 2022-12-02

Do you have slides I could preview?

Bonnie sent new message (now that logo is done) to Dan 2022-05-03

Hi Dan,

We do indeed have slides for you to preview.  Let us know when a presentation and discovery (about where this project should go next based your NCs goals), can happen.

Here is the [slides draft](https://docs.google.com/presentation/d/1ldS8rSkKZK-dF3cbQn-9CmdBe24FXJS9vG41aU28lL4/edit)

I have copied the datascience team lead Abe on this email ([[email protected]](mailto:[email protected])), please reply to us both.

Bonnie

[ExperimentsInHonesty]

@henrykaplan I closed issue #119 and combined everything into this issue and sent Dan the slides for him to review so that he can figure out if they have the interest in us making a presentation and continuing the work.

Abe will keep an eye on this issue (it's in our icebox, waiting for a reply from Dan). We will let you know when we hear something.

[ExperimentsInHonesty]

Product needs to add this project to https://github.com/hackforla/data-science/wiki/Our-Work#completed-projects

[akhaleghi]

This project is complete and the deliverable slide presentation is linked above.

[ExperimentsInHonesty]

@akhaleghi This issue is supposed to be added to the wiki and linked on this page https://github.com/hackforla/data-science/wiki/Our-Work#completed-projects

[akhaleghi]

Added repository and presentation to wiki page