Extract Economic US FED Data using Python for Real Estate

Need to pull in economic data to analyze your real estate market for FREE? Check out this easy python tutorial on retrieving data from the Federal Reserve Economic Dataset. Timestamps for your convenience: 0:00 - Intro 2:27 - Request API 3:35 - Use Case 4:50 - Pandas Datareader 6:27 - Code Deep Dive 14:30 - Plotly Visualization 15:53 - Download Data to Excel 16:32 - Bonus Coaching Google Colab Notebook - https://github.com/analyticsariel/projects/blob/master/economic_data/fred_economic_us_data_real_estate.ipynb Pandas Datareader & Federal Reserve Economic Data (FRED) - https://medium.com/swlh/pandas-datareader-federal-reserve-economic-data-fred-a360c5795013 Housing Dataset Cheatsheet: bit.ly/2YVUl6d FRED: https://fred.stlouisfed.org/ ~-~~-~~~-~~-~- Resources & Services: Facebook group - https://www.facebook.com/groups/263033709360071 AnalyticsAriel Courses and Coaching - https://analyticsariel.teachable.com/courses PropStream (7 Day Trial) - https://trial.propstreampro.com/analyticsariel/ Apify (Web Scraping Tool) - https://www.apify.com?fpr=cy7vq Medium (Blog) - https://medium.com/@analyticsariel/membership Jasper AI - https://jasper.ai?fpr=analyticsariel ~-~~-~~~-~~-~- Share this video: https://youtu.be/nfjzv0cTXH0 -~-~~-~~~-~~-~- Related video(s): https://youtu.be/kBjXlbmcjq8 -~-~~-~~~-~~-~- Subscribe to this YouTube channel: https://www.youtube.com/channel/UCKkUCaKNlfYBJAm-OGBRyYw?sub_confirmation=1 -~-~~-~~~-~~-~- Want to learn more about how to apply analytics to your small real estate business? So that you can get back to the front-end work (building relationships and finding deals), why you started up in the first place. Then make sure to visit AnalyticsAriel for a free consultation on the page below: https://www.analyticsariel.com/ -~-~~-~~~-~~-~-