STATCAL with Online Version

About STATCAL ONLINE

STATCAL ONLINE merupakan platform komputasi statistika berbasis web yang dirancang untuk menyediakan fasilitas analisis data yang interaktif, fleksibel, dan mudah diakses oleh pengguna dalam melakukan pengolahan data, analisis statistika, serta visualisasi data ilmiah.

Sebagai aplikasi berbasis online, STATCAL ONLINE memungkinkan pengguna untuk melakukan berbagai proses analisis tanpa memerlukan instalasi perangkat lunak statistik yang kompleks. Platform ini menyediakan berbagai fitur, antara lain visualisasi data, scraping halaman web, pembuatan peta, statistik deskriptif, analisis regresi, analisis data panel, serta berbagai metode analisis statistika lainnya.

STATCAL ONLINE versi terbaru dikembangkan dalam dua pendekatan teknologi web, yaitu menggunakan Python-Streamlit dan R-Shinylive. Python-Streamlit digunakan untuk membangun aplikasi analisis data berbasis Python yang interaktif, sedangkan R-Shinylive digunakan untuk menjalankan aplikasi Shiny secara langsung di dalam browser melalui teknologi shinylive: Run 'shiny' Applications in the Browser .

Dengan mengintegrasikan kemampuan komputasi Python, kerangka kerja interaktif Streamlit, serta ekosistem R melalui Shiny dan Shinylive, STATCAL ONLINE hadir sebagai solusi praktis untuk analisis data modern. Platform ini mendukung kegiatan akademik, penelitian, dan profesional melalui penyajian tabel statistik dan grafik berkualitas publikasi ilmiah.

STATCAL ONLINE is a web-based statistical computing platform designed to provide interactive, flexible, and accessible tools for data processing, statistical analysis, and scientific data visualization.

As an online application, STATCAL ONLINE enables users to conduct various analytical procedures without requiring complex statistical software installation. The platform provides a wide range of features, including data visualization, web page scraping, map generation, descriptive statistics, regression analysis, panel data analysis, and other statistical methods.

The latest version of STATCAL ONLINE is developed through two web-based technology approaches: Python-Streamlit and R-Shinylive. Python-Streamlit is used to develop interactive Python-based analytical applications, while R-Shinylive enables Shiny applications to run directly in the browser through shinylive: Run 'shiny' Applications in the Browser .

By integrating Python-based computation, the interactive Streamlit framework, and the R ecosystem through Shiny and Shinylive, STATCAL ONLINE offers a practical solution for modern data analysis. The platform supports academic, research, and professional activities by producing statistical tables and publication-ready graphics.

Web Scraping

[1] STATCAL ONLINE for Yahoo Finance MHTML Historical Prices Scraper (Python-Streamlit Version | Last updated on June 14, 2026)
[2] STATCAL ONLINE Google Maps Review MHTML Extractor (R-Shinylive Version | Last updated on August 11, 2026)
[3] STATCAL ONLINE YouTube Comment MHTML Extractor (R-Shinylive Version | Last updated on August 14, 2026)
[4] STATCAL ONLINE - Instagram Comment MHTML Extractor (R-Shinylive Version | Last updated on August 15, 2026)
[5] STATCAL ONLINE - TikTok Comment MHTML Extractor (R-Shinylive Version | Last updated on August 15, 2026)
[6] STATCAL ONLINE - Text Data Cleaning (R-Shinylive Version | Last updated on August 15, 2026) | Open Source Material


[7] STATCAL ONLINE - Multiple Google Maps Review MHTML Extractor (R-Shinylive Version | Last updated on August 21, 2026) | Open Source Material


[8] STATCAL ONLINE - Multiple Google Maps Review MHTML Extractor (Python Version (Google Colab) | Last updated on August 21, 2026) | Open Source Material


[9] STATCAL ONLINE - Multiple YouTube Comment MHTML Extractor (R-Shinylive Version | Last updated on August 21, 2026) | Open Source Material


[10] STATCAL ONLINE - Multiple YouTube Comment MHTML Extractor (Python Version (Google Colab) | Last updated on August 21, 2026) | Open Source Material


[11] STATCAL ONLINE - Multiple Instagram Comment MHTML Extractor (R-Shinylive Version | Last updated on August 21, 2026) | Open Source Material


[12] STATCAL ONLINE - Multiple Instagram Comment MHTML Extractor (Python Version (Google Colab) | Last updated on August 21, 2026) | Open Source Material


[13] STATCAL ONLINE - Multiple TikTok Comment MHTML Extractor (R-Shinylive Version | Last updated on August 21, 2026) | Open Source Material


[14] STATCAL ONLINE - Multiple TikTok Comment MHTML Extractor (Python Version (Google Colab) | Last updated on August 21, 2026) | Open Source Material


[15] STATCAL ONLINE – Three-Model Sentiment Classification for Indonesian Text (Python Version (Google Colab) | Last updated on August 21, 2026) | Open Source Material

Time Series Visualization

[1] STATCAL ONLINE for Stock Close Price Time Series Visualization (Python-Streamlit Version | Last updated on June 14, 2026) [2] STATCAL ONLINE for Stock Close Price Time Series Visualization (R-Shinylive Version | Last updated on June 19, 2026)

Panel Data Visualization

[1] STATCAL ONLINE for Panel Financial Descriptive Statistics and Publication Chart Builder (R-Shinylive Version | Last updated on June 19, 2026) [2] STATCAL ONLINE for Panel Boxplot Visualizer with Outlier Detection (Python-Streamlit Version | Last updated on June 15, 2026) [3] STATCAL ONLINE for Panel Scatterplot Correlation Visualizer (Python-Streamlit Version | Last updated on June 15, 2026) [4] STATCAL ONLINE for Multi-Panel Mean Bar Chart Builder (Python-Streamlit Version | Last updated on June 15, 2026) [5] STATCAL ONLINE for Multi-Panel Mean Line Visualizer (Python-Streamlit Version | Last updated on June 19, 2026) [6] STATCAL ONLINE for Panel Data Descriptive Statistics & Publication Chart Builder (Python-Streamlit Version | Last updated on June 15, 2026) [7] STATCAL ONLINE for Panel Data Correlation & Scatterplot Analyzer (Python-Streamlit Version | Last updated on June 14, 2026)

Visualization

[1] STATCAL ONLINE for Questionnaire Data Descriptive Statistics and Visualization Analyzer (R-Shinylive Version | Last updated on June 20, 2026) [2] STATCAL ONLINE for Categorical Distribution Analyzer: Univariate & Bivariate Split Charts (Python-Streamlit Version | Last updated on June 16, 2026) [3] STATCAL ONLINE for Categorical Distribution Analyzer: Univariate & Bivariate Split Charts (R-Shinylive Version | Last updated on June 21, 2026) [3] STATCAL ONLINE for Likert Scale Distribution & Stacked Bar Chart Visualizer (Python-Streamlit Version | Last updated on June 16, 2026) [4] STATCAL ONLINE for Likert Scale Distribution & Stacked Bar Chart Visualizer (R-Shinylive Version | Last updated on June 19, 2026)

Linear Regression

[1] STATCAL ONLINE Panel Data Regression with Fixed Effects (R-Shinylive Version | Last updated on July 2, 2026) [2] STATCAL ONLINE for Panel Financial Descriptive, Correlation, and Regression Assumption Analyzer (R-Shinylive Version | Last updated on June 20, 2026) [3] STATCAL ONLINE for Questionnaire Multiple Linear Regression and Classical Assumption Analyzer (R-Shinylive Version | Last updated on June 20, 2026) [4] STATCAL ONLINE for Random Effects GLS Panel Data Analyzer (Python-Streamlit Version | Last updated on June 18, 2026) [5] STATCAL ONLINE for Panel Data Regression Analyzer (Python-Streamlit Version | Last updated on June 16, 2026) [6] STATCAL ONLINE for Linear Regression Assumption Analyzer (Python-Streamlit Version | Last updated on June 16, 2026)

Indonesia Stock Exchange Dataset

[1] STATCAL ONLINE for IDX Financials Data Repository, Visualization, and Regression Analyzer (R-Shinylive Version | Last updated on June 19, 2026)