Best Vertical Market Software for Python

Get near real-time sports and betting odds data with our Sports Game Odds API—your ultimate resource for building sports apps, betting platforms, or analytics models. Covering dozens of sports and leagues, our odds API delivers the data you need to stay ahead. Access a variety of odds data through multiple endpoints, each designed for specific queries and customizable with parameters to fit your needs. Whether you're tracking live odds, historical data, or betting t 55+ Leagues Across 25+ Sports Pre-Match and Live Odds on spreads, over-unders, and moneylines Player Props, Game Props, and Futures Odds Sub-Minute Update Frequency for real-time data Historical Data Availability Scores & Stats Coupled with 100% of Odds Results Data for All Odds Provided Partial Game Odds (e.g., halves, quarters, periods, rounds, sets) Live In-Game Odds for dynamic betting Comprehensive Player, Team, League, and Tournament Data

Provide a comprehensive, cost-effective data API to help you realize your sports dreams. The universal data format is all well structured and easy to implement. Compared with the official website, we have the same accuracy and latency of fewer than 10 seconds. Get up and running with iSports API in just a couple of minutes. iSports API has 16-year experience in sports data industries. iSports API is a tier-1 sports data provider in Asia. iSports has 100+ software engineers and a maintenance team to support our services. Our data covers 1600+ football leagues & cups, and 300+ basketball leagues & cups. Register and then log in. Submit the sport you want to try, then the free trial begins. Please log in and create a ticket, our engineer will reply to you in one business working day. Accuracy is what we strive for, but with thousands of data listed at any given time, sometimes it's inevitable that some errors slip through. If you find any errors, let us know and we'll try to correct it.

DWSIM is a free and open source CAPE-OPEN compliant chemical process simulator that operates across multiple platforms, including Windows, Linux, macOS, Android, and iOS. It features an intuitive graphical user interface and offers capabilities previously exclusive to commercial simulators. DWSIM supports both steady-state and dynamic simulations, utilizing a parallel modular solver for efficient modeling. It includes advanced property packages. The simulator provides a comprehensive suite of unit operations, including mixers, splitters, separators, pumps, compressors, expanders, heaters, coolers, valves, pipe segments, shortcut columns, heat exchangers, various reactors, distillation and absorption columns, solids separators, cake filters, spreadsheets, Python scripts, and flowsheet unit operations. It also provides an Excel Add-In for performing thermodynamic calculations within spreadsheets and an automation API for creating, loading, modifying, running, and saving flowsheets.