Hepta AI

Hepta is an AI-powered online platform that automates statistical analysis and visualization for scientific research. Designed to save researchers time and effort, Hepta helps them focus on interpreting their data and drawing meaningful conclusions.

Features:

• Data Cleaning and Preparation: Hepta automatically cleans and prepares raw data for analysis, handling tasks like missing values, outliers, and data formatting.
• Descriptive Statistics: It calculates various descriptive statistics, including mean, median, standard deviation, and frequency tables.
• Hypothesis Testing: Users can specify their research hypothesis and choose from a variety of statistical tests to perform, with automated generation of p-values and confidence intervals.
• Correlation Analysis: Hepta helps identify relationships between variables through correlation coefficients and scatter plots.
• Regression Analysis: It performs various regression models like linear regression and logistic regression, providing results and visualizations.
• Data Visualization: Users can create different charts and graphs, including bar charts, histograms, boxplots, and line graphs, to visualize their data effectively.
• Data Export: Analyzed data and visualizations can be exported in various formats for further analysis or reporting.

Use Cases:

• Life Sciences: Analyzing biological data, conducting clinical trials, and interpreting genetic studies.
• Social Sciences: Analyzing survey data, studying social trends, and testing hypotheses about human behavior.
• Physical Sciences: Analyzing experimental data, modeling physical phenomena, and drawing scientific conclusions.
• Engineering: Evaluating product performance, optimizing design parameters, and analyzing manufacturing data.
• Education: Analyzing student performance data, assessing educational interventions, and evaluating program effectiveness.