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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. R_explanatory_analysis R_explanatory_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. R_feature_comparison R_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. chromadb_framework chromadb_framework Public

   This script demonstrates how to use the Chroma library for managing collections of text data. It sets up a client, creates or retrieves a collection, adds documents to it, and queries for the close…

   Python

6. sqlite3_framework sqlite3_framework Public

   This project manages an SQLite database to handle file operations. It creates tables, inserts files from a directory, and queries for data such as the largest files and files with specific extensio…

   Python