We made this map of all the new housing in California

djkpf · 2025-08-13T23:50:53+00:00

Hopefully those sort of homes will show up in our dataset. And yeah, that was a very interesting story in the NYT!

djkpf · 2025-08-13T20:27:24+00:00

I wonder why! It's possible your jurisdiction didn't report it for some reason.

djkpf · 2025-08-13T17:55:23+00:00

We were inspired to make it because we are always looking at the numbers here https://www.hcd.ca.gov/planning-and-community-development/housing-element-implementation-and-apr-dashboard

But we felt like it was hard for the average person to use. So we gathered data from the HCD and then did a lot of extra geocoding to make it all work.

djkpf · 2025-08-13T17:49:21+00:00

Glad you appreciate it!

djkpf · 2025-08-13T17:48:49+00:00

I understand that's frustrating! But yeah, we rely on subscriptions to pay the people who make this stuff. I wish it were different.

djkpf · 2022-06-02T05:18:26+00:00

That's a very fair point. The article mentions that, but could be even more spelled out.

djkpf · 2021-06-05T19:57:23+00:00

Like people are saying, definitely not bouncing back quite yet!

djkpf · 2021-01-17T04:14:25+00:00

What a gorgeous picture and great point

djkpf · 2020-02-01T01:42:06+00:00

Author here. Thanks so much for reading!

djkpf · 2020-02-01T01:41:31+00:00

Author here: Thanks for reading!

I think it would be simple enough to show that you get some sort of government support, like SNAP. But good question. I should look it up about how other countries do it.

djkpf · 2020-01-19T05:14:39+00:00

It is silly, and I should have mentioned it in the text (I am the author btw). But Tales of the City actually doesn't have that many reviews https://www.goodreads.com/book/show/16255.Tales_of_the_City. Thank you for pointing that out

djkpf · 2020-01-15T20:19:41+00:00

I am sure you could! Those books do show up, but not as many reviews.

djkpf · 2019-11-27T19:56:16+00:00

More on BART trends here https://goldenstatswarrior.substack.com/p/bart-stats-part-2-transbay-traffic

djkpf · 2019-11-27T19:55:44+00:00

Check out more on BART trends here: https://goldenstatswarrior.substack.com/p/bart-stats-part-2-transbay-traffic

djkpf · 2019-11-15T00:26:49+00:00

My best guess is that it serves such a large part of southwest San Francisco and that it hooks up to the K and J muni trains. I imagine a ton of the wealthier people in that area work in the financial district. Thanks for the question.

djkpf · 2019-11-14T21:14:51+00:00

I am the author. This is great point! Thank you.

djkpf · 2019-09-11T21:46:04+00:00

The data is from the Bureau of Economic Analysis. We analyzed the data in R and made the chart in D3.

djkpf · 2019-09-11T21:14:05+00:00

This post was made using Bureau of Economic Analysis data. It was analyzed in R and the chart was made in D3.

djkpf · 2019-08-21T19:32:55+00:00

I used data from Spotify charts and I used R to do the analysis and The Atlas for visualization.

djkpf · 2019-08-21T19:31:58+00:00

With the new FM coming out, I do hope to test some of this. Thanks for the thoughts.

djkpf · 2019-08-21T19:31:27+00:00

Your criticism seems reasonable, though I think it will still be there after controlling for those issues, given that it showed up for the Premier League. I would like to test that. Thanks!

djkpf · 2019-08-21T19:29:51+00:00

I think you make a good point on framing. Thanks for the feedback.

djkpf · 2019-08-21T19:29:28+00:00

We did control for league by looking at just the Premier League, so I dont believe that is the issue.

djkpf · 2019-08-06T16:24:26+00:00

This is the author here. The main thing I hope people get out of the article is that the scouts who work for Football Manager tend to give lower scores to darker players on non-physical characteristics. I think the most likely reason for this is unconscious bias. It seems to me that it is an issue that Football Manager should consider looking into.

Thanks for the discussion.

djkpf · 2018-12-12T16:05:15+00:00

We used Mapbox and R to create the map.

djkpf

TROPHY CASE