Most of the data processing is done in python and visualizations are done using the bokeh plotting library.Drop me a message if you are interested in learning more!

Staging your house well can help you attract more attention from buyers, which ultimately helps it sell faster and maybe for a higher price than an unstaged home (see visual):What Are My Staging Options?

I attached some visuals to give an ideal of the type of area. 

Staging your house well can help you attract more attention from buyers, which ultimately helps it sell faster and maybe for a higher price than an unstaged home (see visual):What Are My Staging Options?

Your 1st photo is your Visual HOOK.

Love the visual!!

Average person can't visualize how to fix it, but you can (create an extra bedroom for example)3.

This is basically what I made for myself:So every morning I get a report of everything new that hits the market in LA/Ventura, and I can just click the google links, check it out on RedFin/Zillow, and if it seems promising, fully underwrite it (using tools and/or manually), then offer on it.Don't try and come up with an auto-offer estimate, you can't tell the visual quality of the home or how much the construction will be, etc, stick to estimating values of renovated and distressed property in your tools, make it easy to fill those comps/value metrics into an underwriting model/proforma, and let the end users tweak numbers/select comps/etc so they feel confident in everything.

I have a hard time visualizing things myself so using Alex has been a god send, here's her website https://www.cheatsheetdesign.com/ It's around $400 for her help and personally is worth it to me just to save my time!

It would be like if someone prepared to sell by painting to create fresh visual interest, but chose fuscia and lime green...those colors would certainly catch the eye but I'd never claim that they overdid the curb appeal by painting with too much visual interest.