Generate a data report using the pandas-profiling tool
Classify breast cancer risk based on cell features
Finance chatbot using vectara-agentic
Generate synthetic dataset files (JSON Lines)
Submit evaluations for speaker tagging and view leaderboard
Display color charts and diagrams
Visualize dataset distributions with facets
This is AI app that help to chat with your CSV & Excel.
Life System and Habit Tracker
Migrate datasets from GitHub or Kaggle to Hugging Face Hub
Generate financial charts from stock data
Predict linear relationships between numbers
statistics analysis for linear regression
The National Highway Traffic Safety Administration (NHTSA) is a U.S. government agency responsible for ensuring the safety of motor vehicles and highways. The NHTSA AI tool focuses on generating data reports using the pandas-profiling tool, enabling users to create comprehensive and insightful data visualizations for automotive safety data.
• Automated Data Profiling: Generates detailed data reports with statistics, distributions, and correlations.
• Data Visualization: Creates interactive charts and graphs to facilitate data exploration.
• Data Quality Analysis: Identify missing, inconsistent, or outlier data points.
• Cross-Platform Compatibility: Works seamlessly with various data formats and sources.
• Customizable Reports: Allows users to tailor reports to specific needs or industries.
• Integration Capabilities: Can be integrated with other tools for advanced analysis.
• User-Friendly Interface: Designed for ease of use, even for users with limited technical expertise.
1. What types of data can nhtsa process?
NHTSA can process various data formats, including CSV, Excel, and JSON files, focusing on automotive and highway safety datasets.
2. How long does it take to generate a report?
The processing time depends on the dataset size and complexity. Small datasets typically generate reports in seconds, while larger datasets may take a few minutes.
3. Can I customize the visualizations?
Yes, users can customize visualizations by selecting specific charts, graphs, or tables to include in the report.