This project shows the regression analysis of cyrptocurrency tweets
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Updated
Jan 31, 2018 - HTML
This project shows the regression analysis of cyrptocurrency tweets
ML Projects from udemy course
Shopping behavior data analysis
codes practiced while doing this course https://www.udemy.com/course/the-data-science-course-complete-data-science-bootcamp/
Exploratory data analysis of a mental health survey in tech.
Analyzing flights and airline data and predicting flights delay
A repository created to explore and understand Statistics through coding.
Applications Status Predictor is designed to predict 'Number of Applications Submitted' based on 'Applications Created' in a system and 'Application forms downloaded'.
Supplemental Functions and Datasets for "Handbook of Regression Methods"
Replication code for article "Has Covid-19 increased gender inequalities in professional advancement? Cross-country evidence on productivity differences between male and female software developers" published in the Journal of Family Research.
Independent project during STAT 318 (Regression Analysis and Statistical Models)
This is a comprehensive Exploratory Data Analysis for the New York City Taxi Trip Duration competition with Python and Data Visualization libraries such as matplotlib and seaborn to predict the duration of taxi rides in NYC based on features like trip coordinates or pickup date and time.
Python codes for analyzing textual data (Bag-of-Words, Bing Liu's Lexicon, LM Dictionary, TextBlob, Vader, TFIDF, and Ensemble Method to improve the tools. Also applying decision tree, random forest, and naive bayes classifiers to run regression analyses on the data.
The code and report on a regression analysis of Life Expectancy and Fertility Rates among nations. Using 2014 data from https://www.worldbank.org, this project determines the most significant factors contributing to lower fertility and longer lives.
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