SeriesScout: Time Series
Forecast & Analyze CSV Data
Only for Mac
$4.99
Mac
Compare statistical and machine-learning models, validate forecasts on unseen holdout points, and reveal memory, cycles, volatility, and regime shifts.
SeriesScout helps you explore patterns, compare forecasting methods, and understand what a sequence can—and cannot—predict.
Enter a short number sequence for a quick next-value experiment, import a longer CSV dataset, or begin with one of the included real-world samples. SeriesScout compares simple baselines, statistical methods, and machine-learning models using validation on earlier observations.
TEST FORECASTS HONESTLY
- Reserve the latest observations as an untouched holdout set
- Select models with rolling one-step validation on earlier data
- Compare forecasts against actual holdout values
- Review MAE, RMSE, relative error, and baseline improvement
- See when a simple baseline performs better than a complex model
COMPARE A BROAD MODEL LIBRARY
Explore linear and quadratic trends, autoregressive models, seasonal methods, damped trend, Holt-Winters, logistic growth, power-law behavior, nearest-neighbor analogs, random forest, volatility models, and essential baselines. SeriesScout ranks applicable models using out-of-sample evidence rather than training fit alone.
EXPLORE SERIES PROPERTIES
Build a descriptive fingerprint of your data with measurements for:
- Autocorrelation and short-range dependence
- Candidate cycles and seasonality
- Permutation entropy and local complexity
- Volatility clustering and changing variance
- Skewness, heavy tails, and extreme changes
- Level shifts and possible regime changes
WORK WITH YOUR OWN DATA
- Import CSV files with a time or index column and a numeric value column
- Choose how many recent observations to hold out
- Optimize for exact values or directional classes with custom thresholds
- Save imported datasets and experiment results locally
LEARN FROM INCLUDED SAMPLES
Explore weather, retail activity, atmospheric measurements, daily market movement, electricity demand, unemployment claims, sea ice, river flow, and earthquake counts. These samples include trends, cycles, shocks, noise, and changing volatility.
Analysis runs on your device. SeriesScout is designed for exploration, education, and model comparison. Forecasts and diagnostics are estimates, not guarantees, and should not be treated as financial or professional advice.
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The developer, Space 64 LLC, indicated that the app’s privacy practices may include handling of data as described below. For more information, see the developer’s privacy policy .
Data Not Collected
The developer does not collect any data from this app.
Accessibility
The developer has not yet indicated which accessibility features this app supports. Learn More
Information
- Seller
- Space 64 LLC
- Size
- 16.1 MB
- Category
- Utilities
- Compatibility
Requires macOS 10.15 or later.
- Mac
Requires macOS 10.15 or later.
- Mac
- Languages
- English
- Age Rating
4+
- 4+
- Copyright
- © Space 64 LLC
