Climate Change Forecasting Model-Python
Objective: Developed a model to determine time range till Earth's resources extinguish. Scraped data from NASA for climate change and used Tweepy for Twitter API to see awareness of political leaders.
-EDA: Cleaned data using pandas and numpy, utilized matplotlib for stationarity and causality tests while assessing ACF and PACF. Developed functions for Dickey-Fuller and Granger-Causality to assess plots statistically.
-SARIMA: Developed using Statsmodels to optimize parameters for model, worked with Sc-Kit Learnto assess performance.
-NLP: Performing sentiment analysis to assess alongside climate change data in a function that takes in both factors and outputs a year.
Companies Worked For:
Job Titles Held: