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https://github.com/kskmemory/economic-data-analysis-project-with-python-pandas

Economic Data Analysis Project with Python Pandas
https://github.com/kskmemory/economic-data-analysis-project-with-python-pandas

datacleaning dataexploration datascraping fred-api pandas plotly python

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Economic Data Analysis Project with Python Pandas

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# Economic-Data-Analysis-Project-with-Python-Pandas
I explored some real world Economic Data by using Python and Pandas.

Also pulled down that data directly from FRED which is a free resource using their pyhton API.

PS.(Personal FRED API KEY should obtain through https://fred.stlouisfed.org to run Jupyter file.)

# Retrieve SP500 data and Plot:
![image](https://github.com/user-attachments/assets/de5c1b02-0ef4-4415-8f7d-3826b0b886a2)

# Data cleaning and joining multiple data series to visualize State Unemployment Rates :
![image](https://github.com/user-attachments/assets/e32b0373-e3d7-48f7-a6b8-0beea798d881)

![image](https://github.com/user-attachments/assets/68cfc47a-7f8b-4270-b5a5-ddc10fc8e8cb)