Blog Archives

Oakland Real Estate – Full EDA

May 26, 2017
By
Oakland Real Estate – Full EDA

Living in the Bay Area has led me to think more and more about real estate (and how amazingly expensive it is here…)  I’ve signed up for trackers on Zillow and Redfin, but the data analyst in me always wants to dive deeper, to look back historically, to quantify, to visualize the trends, etc…  With

Read more »

Oakland Real Estate – Full EDA

May 26, 2017
By
Oakland Real Estate – Full EDA

Living in the Bay Area has led me to think more and more about real estate (and how amazingly expensive it is here…)  I’ve signed up for trackers on Zillow and Redfin, but the data analyst in me always wants to dive deeper, to look back historically, to quantify, to visualize the trends, etc…  With

Read more »

Oakland Real Estate Prices – does month of year matter?

May 1, 2017
By
Oakland Real Estate Prices – does month of year matter?

I’ve started doing some basic analysis on Oakland real estate prices over the past decade (multi-tenant buildings only).  There’s still a lot to unpack here, but I’m only able to investigate this 30 minutes at a time (new dad life), so I’ll be making lots of short posts on sub-topics.  The first one I wanted

Read more »

Oakland Real Estate Prices – does month of year matter?

May 1, 2017
By
Oakland Real Estate Prices – does month of year matter?

I’ve started doing some basic analysis on Oakland real estate prices over the past decade (multi-tenant buildings only).  There’s still a lot to unpack here, but I’m only able to investigate this 30 minutes at a time (new dad life), so I’ll be making lots of short posts on sub-topics.  The first one I wanted

Read more »

Oakland Real Estate Prices (Multi-Tenant)

April 26, 2017
By
Oakland Real Estate Prices (Multi-Tenant)

Living in the Bay Area has led me to think more and more about real estate (and how amazingly expensive it is here…)  I’ve signed up for trackers on Zillow and Redfin, but the data analyst in me always wants to dive deeper, to look back historically, to quantify, to visualize the trends, etc…  With

Read more »

Oakland Real Estate Prices (Multi-Tenant)

April 26, 2017
By
Oakland Real Estate Prices (Multi-Tenant)

Living in the Bay Area has led me to think more and more about real estate (and how amazingly expensive it is here…)  I’ve signed up for trackers on Zillow and Redfin, but the data analyst in me always wants to dive deeper, to look back historically, to quantify, to visualize the trends, etc…  With

Read more »

Advanced choroplethr – Customized Bins

April 5, 2017
By
Advanced choroplethr – Customized Bins

Choroplethr is great to use straight out of the box, but sometimes you’ll want to fix up some of the details.  In a previous post, I showed how to modify the color scheme.  Now I’ll explain how to set up customized bins when using choroplethr.  If you just run a choroplethr function, you will get

Read more »

Advanced choroplethr – Customized Bins

April 5, 2017
By
Advanced choroplethr – Customized Bins

Choroplethr is great to use straight out of the box, but sometimes you’ll want to fix up some of the details.  In a previous post, I showed how to modify the color scheme.  Now I’ll explain how to set up customized bins when using choroplethr.  If you just run a choroplethr function, you will get

Read more »

Advanced choroplethr – Changing Color Scheme

March 30, 2017
By
Advanced choroplethr – Changing Color Scheme

The choroplethr package is outstanding and fairly easy to use, but some functionality is not obvious.  The built-in color scheme is quite good, but you might want to switch colors at some point.  My first attempt at changing the color scheme can be found below (previous post has basic code for using choroplethr): Pretty simple

Read more »

Advanced choroplethr – Changing Color Scheme

March 30, 2017
By
Advanced choroplethr – Changing Color Scheme

The choroplethr package is outstanding and fairly easy to use, but some functionality is not obvious.  The built-in color scheme is quite good, but you might want to switch colors at some point.  My first attempt at changing the color scheme can be found below (previous post has basic code for using choroplethr): Pretty simple

Read more »

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