Anna Franziska Bothe's repositories
coupon_optimization
Maximizing Revenue with Individualized Coupon Optimization Using Tree-Based Models
internet_censorship
Analysis of the State of Internet Censorship in the United Kingdom Using Data Provided by OONI and Blocked Project as well as Scraped URL Meta Data
order_returns_prediction
Prediction of Order Returns of an Online Clothing Retailer (Real-World Data) With XGBoost and Random Forest
clap_predictions
Predicting the Total Number of Claps of a Medium Blog Post Using Word Embeddings and RNNs
european_pre-election_polls
Exploratory Data Analysis of the Pre-Election Polls of the European Election 2019 as well as an Evaluation of Their Predictive Power
mlim
Repository for course Machine Learning in Marketing
sentiment_analysis
Sentiment Analysis of the European Commission Report (2012, 2015, 2018) with Several Emotion Dictionaries and a ShinyDashboard
terrorism_ba
Analysis of the Influence of Terrorist Hotbeds on the Global Transformation of Terrorist Tactics via Clustering and Heatmaps
optimal_pricing
Analysis of Optimal Pricing Strategies Maximizing the Profits of a Retailer Selling Jeans via Hierarchical Clustering
suicidal_actions
Analysis of Influencing Factors Leading to Suicidal Actions via Linear Regression and Regularization Methods
wanderungsstatistik
Visualisierung der Entwicklung der räumlichen Verteilung der Bevölkerung in den deutschen Bundesländern (2000-2016) mit Hilfe einer ShinyApp