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blog

clap_predictions

Predicting the Total Number of Claps of a Medium Blog Post Using Word Embeddings and RNNs

coupon_optimization

Maximizing Revenue with Individualized Coupon Optimization Using Tree-Based Models

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

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

mlim

Repository for course Machine Learning in Marketing

optimal_pricing

Analysis of Optimal Pricing Strategies Maximizing the Profits of a Retailer Selling Jeans via Hierarchical Clustering

order_returns_prediction

Prediction of Order Returns of an Online Clothing Retailer (Real-World Data) With XGBoost and Random Forest

sentiment_analysis

Sentiment Analysis of the European Commission Report (2012, 2015, 2018) with Several Emotion Dictionaries and a ShinyDashboard

suicidal_actions

Analysis of Influencing Factors Leading to Suicidal Actions via Linear Regression and Regularization Methods

terrorism_ba

Analysis of the Influence of Terrorist Hotbeds on the Global Transformation of Terrorist Tactics via Clustering and Heatmaps

wanderungsstatistik

Visualisierung der Entwicklung der räumlichen Verteilung der Bevölkerung in den deutschen Bundesländern (2000-2016) mit Hilfe einer ShinyApp