Scientific Products

DataExplorer.online

DataExplorer.online

Interactive Web Platform for Statistical Data Analysis

DataExplorer.online is a browser-based platform designed to empower scientists, educators, and students with accessible, powerful, and user-friendly tools for statistical data analysis and preprocessing. Whether you’re performing exploratory analysis, hypothesis testing, or multivariate statistics, DataExplorer.online eliminates technical barriers by offering a no-code, fully online environment.

Used extensively in research, education, and cross-disciplinary studies, DataExplorer.online bridges the gap between raw data and scientific insight.

📊 Core Capabilities

DataExplorer.online includes an expanding suite of statistical tools:

🧹 Data Preprocessing

  • Handle missing values

  • Detect outliers

  • Normalize, standardize, and transform data (e.g., log, square root)

  • Convert categorical variables to numeric format

📈 Descriptive Statistics & Visualization

  • Compute summary statistics (mean, median, std, etc.)

  • Correlations

  • Scatter plots and trendlines

🧪 Statistical Tests

  • t-tests (paired/unpaired, one/two-tailed)

  • Chi-square tests

  • Levene’s and Shapiro–Wilk assumption tests

  • ANOVA (One-way, Two-way, Three-way, with interaction)

  • Kruskal–Wallis for non-parametric alternatives

  • Tukey’s HSD post hoc test

🧠 Multivariate and Machine Learning Analysis

  • Principal Component Analysis (PCA)
    Reduce dimensionality, explore variance structure, visualize loadings and scores.

  • Cluster Analysis
    Perform k-means clustering and hierarchical clustering with dendrogram visualization.

⚙️ Key Features

  • 📂 CSV Upload – Upload your dataset directly; immediate analysis.

  • 🧩 Flexible Factor Selection – Choose independent and dependent variables interactively.

  • 📊 Interactive Outputs – Visualizations and statistical summaries appear instantly.

  • 📤 One-click Downloads – Save statistical outputs and charts for presentations and publications.

🎯 Ideal For

  • Researchers analyzing experimental data

  • Students learning statistics and data science

  • Teachers demonstrating statistical concepts

  • Labs needing fast and transparent preprocessing and statistical reports

  • Projects requiring statistical reproducibility and reporting

💡 Why DataExplorer.online?

  • ✅ No software installation

  • ✅ No coding required

  • ✅ Runs in-browser on any device

  • ✅ Suitable for both beginner and advanced users

DataExplorer.online is more than just a statistics tool – it’s your companion for transforming raw data into defensible scientific conclusions.

Explore it now at https://data-explorer.anvil.app/