The Run Chart Generator is a powerful data visualization tool that helps track trends, patterns, and variations over time. By plotting data points sequentially, users can analyze process stability, performance trends, and unexpected shifts in their operations. This tool is widely used in quality control, business analytics, and process improvement initiatives to identify whether a process is consistent or experiencing fluctuations.

Key Features

✅ Interactive Run Chart Visualization – Plots data points over time to highlight trends and variations.
✅ Automatic Median Line Calculation – Provides a reference line to easily compare data fluctuations.
✅ Trend & Pattern Detection – Identifies upward/downward trends, shifts, and oscillations in data.
✅ Customizable Data Input – Supports manual entry or CSV file uploads for seamless data integration.
✅ Statistical Annotations – Highlights key changes such as clusters, runs, and outliers.
✅ Export & PDF Report Generation – Save run charts with annotations for documentation and reporting.

Use Cases

📌 Manufacturing & Quality Control – Track production performance, defect rates, and process stability.
📌 Business & Sales Analytics – Monitor monthly sales trends, revenue fluctuations, and market patterns.
📌 Healthcare & Patient Monitoring – Analyze medical test results, treatment outcomes, and patient recovery rates.
📌 IT & System Performance – Identify system response times, downtime frequency, and software performance trends.
📌 Supply Chain & Logistics – Measure delivery times, inventory fluctuations, and demand variations.

How It Works

1️⃣ Input Data – Enter numerical values with corresponding time intervals or upload a CSV file.
2️⃣ Generate Run Chart – The tool automatically plots the sequence of data points over time.
3️⃣ Analyze Patterns – Identify shifts, trends, clusters, and oscillations to detect anomalies.
4️⃣ Adjust & Customize – Modify time intervals, add annotations, or highlight key insights.
5️⃣ Export & Download – Save the run chart as a PDF for reporting and documentation.

This tool is perfect for quality analysts, business managers, healthcare professionals, and IT specialists who need to visually assess process stability and make data-driven decisions. 🚀