Art of Stat: Distributions
Art of Stat: Distributions is an educational app for visualizing probability distributions on iOS.
The App DNA
What makes this app unique?
The app removes the cognitive friction of static textbook graphs by allowing students to manipulate parameters in real-time.
For Students and instructors in introductory statistics courses.
What does it look like?
Key features
Visualizes continuous and discrete distributions using sliders for real-time parameter adjustment.
Enables full functionality without internet connectivity.
Calculates probabilities, percentiles, and critical values alongside graphical output.
How much does it cost?
The app is provided as a free utility to support the developer's textbook and broader educational platform.
Velocity
Dormant developmentplatform expansionShow more...
With no updates in the last 261 days, the app has entered a state of dormancy. The latest release serves only as a legacy notice, explicitly advising users to migrate to a newer, consolidated application. Development has effectively ceased on this platform, and no further feature or maintenance updates are expected.
Who built it?
Bernhard Klingenberg
6 apps tracked · Education
Art of Stat: Machine Learning
Art of Stat: Explore Data
Art of Stat: Resampling
Art of Stat: Inference
Art of Stat: RegressionUser Sentiment
What do users think recently?
Review voice lately leans thrilled. Users appreciate interactive probability distribution visualizations help students grasp complex statistical concepts beyond what static textbooks provide and simple and intuitive interface allows users to perform quick probability calculations without navigating complex menus.
How are ratings & reviews evolving?
What users say, by theme
- Interactive probability distribution visualizations help students grasp complex statistical concepts beyond what static textbooks provide
- Simple and intuitive interface allows users to perform quick probability calculations without navigating complex menus
6 of 6 recent reviews analyzed · limited sample · Thrilled overall
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Competitive landscape for Art of Stat: Distributions
How's the Education market?
Art of Stat: Distributions maintains a 4.8-star rating across 53 total ratings, positioning it as a highly-regarded niche academic tool. The lack of recent updates (261 days since last store update) indicates a transition toward the consolidated Art of Stat application.
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Key takeaways for Art of Stat: Distributions
Where is it heading?
The market for specialized educational visualization tools is consolidating around integrated platforms that offer multiple modules. Art of Stat: Distributions is positioned to leverage this trend by funneling its established user base into the new consolidated application, ensuring long-term support and feature parity.
- The latest release directs users to migrate to the consolidated Art of Stat application, signaling a shift in development strategy.
- High user satisfaction ratings (4.8 stars) suggest the core visualization utility remains effective for this app academic audience.
The SWOT
- Interactive sliders enable real-time visualization
- Offline-first design ensures classroom reliability
- Migrate existing users to consolidated app
Next best moves
Migrate users to the consolidated Art of Stat app because the current module is in maintenance mode → reduce fragmentation.
The counter-intuitive read
The maintenance-mode status is a feature, not a bug: by freezing the module…
Read the full takeBottom line
Art of Stat: Distributions serves as a high-utility academic tool, but the transition to a consolidated application signals a shift in development focus. The PM should prioritize the migration of existing users to the new platform to minimize churn during the transition.
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Access the full report for freeFAQ
Is Art of Stat: Distributions still being updated?
Can I use Art of Stat: Distributions without internet?
What is the difference between this app and the Art of Stat app?
Are there alternatives for probability distribution visualization?
Sources
- [1] App Store
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