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1. nlp_data_visualization nlp_data_visualization Public

   This project provides Python scripts for analyzing and visualizing text data using efficient NLP methods. It includes tools for creating bar plots, histograms, pie charts, treemaps, violin plots, a…

   Python

2. analytics_unsupervised analytics_unsupervised Public

   This repository offers Python scripts for text data analysis, utilizing machine learning and unsupervised methods. It includes tools for dimensionality reduction, clustering, and visualization, hel…

   Python

3. explaratory_analysis explaratory_analysis Public

   Exploratory and Descriptive Data Analysis on Indonesian data using R. This project involves reading data, feature analysis, correlation analysis, logistic regression, PCA, MDS, and clustering. Visu…

   R

4. feature_comparison feature_comparison Public

   This project explores the relationship between features and diagnosis in cancer data. Using methods like boxplots, scatterplots, PCA, k-means clustering, and logistic regression, we analyze and vis…

   R

5. vector_embeddings vector_embeddings Public

   This project combines ChromaDB, Google Gemini AI, and YouTube Transcript API to analyze and search video content, enabling semantic search, AI-powered keynotes, and CRUD operations for efficient da…

   Jupyter Notebook

6. RQuests RQuests Public

   The RQuest project uses R to analyze textual data, focusing on tasks like calculating word lengths, comparing languages, and extracting linguistic features with udpipe. It includes statistical meth…

   R