CSV Analyzer vs Punctum

Unlock the full potential of your datasets with the most advanced offline CSV Analyzer designed for iOS and macOS. Whether you are a data scientist assessing marketing metrics, a business intelligence professional crunching financial figures, a student working on research, or anyone who handles dense datasets, CSV Analyzer brings desktop-class data manipulation directly to your fingertips. Import your heavy CSV datasets and let our optimized, lightning-fast analytical engine do the rest—entirely on-device, prioritizing your privacy. POWERFUL ON-DEVICE ANALYTICS Forget basic spreadsheet viewers. We built a robust statistical engine that supports advanced machine learning algorithms: • Segmentation Analysis: Automatically group similar data points using our high-performance KMeans clustering engine to discover hidden patterns. • Anomaly & Outlier Detection: Spot irregularities, outliers, or standard deviations instantly through DBSCAN-powered plotting. • Statistical Precision: Accurately calculate descriptive statistics, IQR, and percentiles to instantly identify baseline averages and distributions in your dataset. SQL QUERY CAPABILITIES Navigate large datasets without breaking a sweat. Gain direct interactive SQL capabilities to FILTER, SELECT, and SORT your data exactly the way you want. Discover the insights you need within seconds, completely offline. BEAUTIFUL, PROFESSIONAL DESIGN We believe pro tools don't have to look boring. CSV Analyzer boasts a striking dark-mode design that looks as incredible as it performs. Interactive charts, buttery-smooth scrolling, and dynamic summary cards provide a visual analytics experience that feels native, premium, and inherently Apple. CORE FEATURES • Universal CSV Support: Import and parse any massive CSV file with ease • Native SQL query support for quick data slicing • Advanced Machine Learning clustering (KMeans) • Data anomaly and outlier detection • Historical dataset management for easy access • Built natively for optimal performance on iPhone, iPad, and Mac. PRIVACY FIRST Your dataset belongs to you. All SQL parsing, data clustering, and analysis are performed 100% locally on your device's processors. No cloud computing, no server uploads, no data harvesting—absolute peace of mind for sensitive financial or research data. Turn any spreadsheet into a smart insight. Download CSV Analyzer today.

Punctum is a dot-matrix clock for your iPhone, iPad, Apple Watch and Apple TV. Every character is drawn dot by dot, in a typeface made for the grid, with the weight and roundness of the dots in your hands. A CLOCK THAT STAYS OUT OF THE WAY Time and date, a timer, your next calendar event, the song that is playing, and the battery. Pick what the display shows and how it moves. Dot size and shape are yours to set, and the display rolls from one value to the next. FULL DISPLAY Dock your iPhone and Punctum fills the whole screen, dimmed and quiet, as a bedside clock. Nothing but the dots, with a slow drift that protects the screen. WIDGETS AND WATCH Small Home Screen and Lock Screen widgets, an Apple Watch app, and an Apple TV app, all in the same dots. PUNCTUM PRO, ONE PURCHASE Unlock everything once and keep it, shared with your family: - Live weather with 17 dot-drawn icons - Phosphor green and Night red inks, and a night schedule - Up to four timers, five rotating messages, and a live timer on the Lock Screen - Medium and Large widgets, and Apple Watch complications - Alternate app icons No account, no ads, no tracking. Punctum collects no data. Try everything free for 7 days. Then unlock the full app with a single one-time purchase. No subscription.