Forecast Data Trends from Excel Files Online
Test safely on small Excel files (up to 2MB).
Use advanced processing to avoid errors in large Excel files.
📋 Data Preview (First 10 rows)
🎓 Forecasting Concepts
📈 Time Series Analysis
Analyzing data points collected sequentially over time to identify patterns, trends, and seasonal variations for accurate forecasting.
🔮 Forecasting Methods
Different algorithms like Linear Regression, Exponential Smoothing, and ARIMA offer various approaches to predict future values based on historical data.
📊 Confidence Intervals
Statistical ranges that indicate the reliability of forecasts, showing where future values are likely to fall with a specified probability.
⚡ Model Validation
Techniques like cross-validation and holdout samples ensure forecasting models perform well on unseen data and avoid overfitting.
⚙️ Forecasting Configuration
📊 Data Selection
🔮 Forecasting Method
⚡ Advanced Options
📊 Forecasting Results
📈 Linear Regression
📊 Exponential Smoothing
🔮 ARIMA Model
File Size Limit Reached
This Excel file needs advanced processing. Large files increase the risk of data errors and rework.
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