Welcome to the Text Mining Stories Blog.
- Networks
- Sentiment Analysis
- Topic Modelling
- Visualization
BERTopic and FASTopic in Business Intelligence
Comparison of two cutting-edge dynamic topic models in consumer complaints classification...
Bigram Word Cloud Animates Your Data Stories
Hands-on tutorial on creating an Animated Word Cloud of bigram frequencies in Python...
Topic Modelling with BERTopic in Python
Hands-on tutorial on modeling political statements with a state-of-the-art topic model...
END-to-END Latent Dirichlet Allocation in Python
Practical introduction to LDA modeling with bigram frequencies in Python...
Data Storytelling with Animated Word Clouds
Animated word clouds turn classic word clouds into a dynamic visualization...
FinVADER: Sentiment Analysis for Financial Applications
FinVADER is a Python library extending VADER sentiment classifier with financial lexicons...
Satisfaction Measurement with Sentiment Analysis
Product reviews are an excellent source of information for qualified management decisions...
Article Meta-data Description Made Quick and Easy
Summarize essential information from article metadata with text mining methods...
Visualization Module in Arabica Speeds Up Text Data Exploration
Arabica now offers bigram and trigram word cloud, heatmap, and line chart...
Contour Plots and Word Embedding Visualisation in Python
Contour plots are simple and very useful graphics for word embedding visualization....
Text Network Analysis: Generate Beautiful Network Visualisations
Discover how to visualize text networks in the circular, radial, and matrix plots...
Text Network Analysis: A Review of Network Construction Methods
Concise, methodical guide, from use case definition to network estimation...
