Best Business Intelligence Software for Python

Around 25 million engineers work across dozens of distinct functions. Engineers are using New Relic as every company is becoming a software company to gather real-time insight and trending data on the performance of their software. This allows them to be more resilient and provide exceptional customer experiences. New Relic is the only platform that offers an all-in one solution. New Relic offers customers a secure cloud for all metrics and events, powerful full-stack analytics tools, and simple, transparent pricing based on usage. New Relic also has curated the largest open source ecosystem in the industry, making it simple for engineers to get started using observability.

ndCurveMaster, a specialized curve fitting software, is designed to fit curves with multiple variables. It automatically applies nonlinear equations to your datasets. These can be observed or measured values. The software supports curve and surfaces fitting in 2D 3D 4D 5D ..., dimensions. ndCurveMaster is able to handle any data, no matter how complex or how many variables there are. ndCurveMaster, for example, can efficiently derive the optimal equations for a dataset that has six inputs (x1-x6) and a corresponding output Y. For example: Y = a0 - a1 - exp(x1)0.5 + a2 ln(x2)8... + a6 x65.2 to accurately match measured value. ndCurveMaster uses machine learning numerical methods to automatically fit the most suitable nonlinear regression function to your dataset, and discover the relationships between inputs and outputs. This tool supports various curve fitting methods, including linear, polynomial, and nonlinear methods. It also utilizes essential validation and goodness-of-fit tests to ensure accuracy. Additionally, ndCurveMaster provides advanced assessments, such as detecting overfitting and multicollinearity, using tools like the Variance Inflation Factor (VIF) and the Pearson correlation matrix.

Dash & Dash Enterprise allow you to build and deploy analytic web applications using Python, R, or Julia. No JavaScript or DevOps are required. The world's most successful companies offer AI, ML and Python analytics at a fraction of the cost of full-stack development. Dash is the way they do it. Apps and dashboards that run advanced analytics such as NLP, forecasting and computer vision can be delivered. You can work in Python, R, or Julia. Reduce costs by migrating legacy per-seat license software to Dash Enterprise's unlimited end-user pricing model. You can deploy and update Dash apps faster without an IT or DevOps staff. You can create pixel-perfect web apps and dashboards without having to write any CSS. Kubernetes makes it easy to scale. High availability support for mission-critical Python apps

JMP is a data analysis tool compatible with both Mac and Windows that merges robust statistical capabilities with engaging interactive visualizations. The software simplifies the process of importing and analyzing data through its user-friendly drag-and-drop interface, interconnected graphs, an extensive library of advanced analytic features, a scripting language, and various sharing options, enabling users to explore their datasets more efficiently and effectively. Initially created in the 1980s to leverage the potential of graphical user interfaces for personal computing, JMP continues to evolve by incorporating innovative statistical techniques and specialized analysis methods from diverse industries with each new version released. Furthermore, John Sall, the founder of the organization, remains actively involved as the Chief Architect, ensuring the software stays at the forefront of analytical technology.

IP2Location is a leading IP geolocation service provider since 2002. It translates IP address to identify country, region, city, latitude & longitude, ZIP code, time zone, connection speed, ISP, domain name, IDD country code, area code, weather station data, mobile network codes (MNC), mobile country codes (MCC), mobile carrier, elevation, usage type, address type, advertising category, VPN and residential proxies. IP2Location has been used by thousands of developers to enrich their applications and web sites. It is available as database, API and bulk services. Please visit our web site for more information.

The world's only free modern embeddable data and analytics platform that provides a self-service, powerful, secure & seamless end-to-end experience. DataClarity Unlimited Analytics Benefits: SIMPLIFIED DATA INTEGRATION – Easily connect, join, curate, cache & catalog diverse data through drag and drop, custom SQL builder and AI-powered data profiling. | INTERACTIVE REPORTS & DASHBOARDS – craft compelling storyboards using 80 stunning visualizations, geospatial maps & flexibility to bring your own charts. | REAL-TIME ANALYSIS – Perform advanced analysis & data exploration using drill-down, drill-through, filters, built-in statistical & predictive models, or your own Python and R code. | SMOOTH APPLICATION INTEGRATION – Achieve seamless integration with robust APIs, tailor-made configurations and flexible embedding features. | SECURITY and GOVERNANCE – Comply with your security guidelines, governance standards, multitenancy, row-level data protection, and SSO (Single Sign-On). DataClarity Unlimited Analytics is tailored for ISVs , SaaS providers, consultancies, and IT teams and includes: free forever software license, free version updates & access to support resources, and optional paid 24/7 production support with SLA.

Posit delivers a comprehensive ecosystem for modern data science, uniting open-source technologies with enterprise-grade collaboration and deployment tools. Positron, its free data-science IDE, blends the immediacy of a console with powerful debugging, editing, and production capabilities for Python and R developers. Posit’s suite of products allows organizations to securely host analytical content, automate reporting, and operationalize models with confidence. With strong support for open-source tooling, the company enables teams to build on transparent, extensible technologies they can fully trust. Cloud solutions simplify how users store, access, and scale their projects while maintaining reproducibility and governance. Customer success stories from organizations like Dow, PING, and the City of Reykjavík highlight the impact of Posit-powered applications in real-world environments. Posit also fosters a thriving community, offering resources, events, champions programs, and extensive documentation. Built by data scientists for data scientists, Posit helps teams adopt open-source data science practices at enterprise scale.

Worldwide, hundreds of satisfied customers, tens to millions of requests each day. Here today, here tomorrow. Since 2013, customers have funded the project, not VCs. Redundant EU data center, GDPR compliant. Independently monitored uptime All API requests are encrypted with 256-bit SSL encryption. (HTTPS). Support is available 24/7. Ask us anything. Proud corporate member, OpenStreetMap Foundation. Excellent product. Many open gecoders are behind a single API. The industry's most permissive licensing. You can cache results for as long as necessary. No vendor lock-in. Results can be displayed on any map. All coverage. OpenStreetMap offers continuous updates - OpenStreetMap receives over four million edits per day. Maintaining your own system can be stressful and expensive. Easy setup: Tutorials, SDKs, and FIPS codes for over 30 programming languages. To save engineering time, we add useful information such as calling codes, FIPS codes and speed limits.

Mage is a powerful tool designed to convert your data into actionable predictions effortlessly. You can construct, train, and launch predictive models in just a matter of minutes, without needing any prior AI expertise. Boost user engagement by effectively ranking content on your users' home feeds. Enhance conversion rates by displaying the most pertinent products tailored to individual users. Improve user retention by forecasting which users might discontinue using your application. Additionally, facilitate better conversions by effectively matching users within a marketplace. The foundation of successful AI lies in the quality of data, and Mage is equipped to assist you throughout this journey, providing valuable suggestions to refine your data and elevate your expertise in AI. Understanding AI and its predictions can often be a complex task, but Mage demystifies the process, offering detailed explanations of each metric to help you grasp how your AI model operates. With just a few lines of code, you can receive real-time predictions and seamlessly integrate your AI model into any application, making the entire process not only efficient but also accessible for everyone. This comprehensive approach ensures that you are not only utilizing AI effectively but also gaining insights that can drive your business forward.

Postcoder is a global address verification and customer data validation API used by over 10,000 organisations worldwide. Built by Allies Computing, Postcoder helps businesses capture clean, accurate customer data at the point of entry, reducing errors, cutting failed deliveries, and speeding up checkout and onboarding flows. Postcoder's address lookup API lets users find verified addresses instantly using postcode lookup or address autocomplete. Look up addresses based on a postcode, part of an address or a coordinate position. Postcoder provides access to Royal Mail PAF and Multiple Residence addresses, Ordnance Survey AddressBase property records and international addresses in 249 countries. Beyond address verification, Postcoder offers a full suite of contact data validation tools in a single API integration. Bank account validation checks sort codes and account numbers in real time, confirming validity, returning branch details, and verifying direct debit eligibility - useful for subscription businesses, lenders, and anyone collecting payment mandates. Email validation checks formatting, domain validity, and flags disposable or high-risk addresses to keep CRM data clean and improve deliverability. Mobile number validation checks whether a number is active and connected across 200+ countries, helping reduce wasted SMS spend and improve contact rates. For added security, Postcoder also offers OTP verification, delivering one-time passwords via SMS to protect customer accounts at sign-up, login, or checkout. Developers appreciate the comprehensive documentation and sample code, and a 30-day free trial means teams can get up and running in minutes without a credit card.

MatDeck is a universal technical software that can be used for mathematics, science, engineering, chemistry, programming, databases, and many other purposes. Our software includes a complete Python IDE, thousands of mathematical functions, a drag-and-drop GUI Designer, and many visualization tools. All this is embedded in a cutting-edge, live document that provides a professional computing environment at a low cost.

Meteomatics is a company that offers a wide range of weather-related services, including high-resolution commercial weather forecasting, power output forecasting for wind, solar and hydro, weather data gathering from the lower atmosphere using Meteodrones, and weather data delivery via the Weather API. Some of the key features of their Weather API include: - Unlimited accesses/day - Weather data querying via URL - Unified weather data access for historical and current weather, forecasts, climate models, and data from over 25 weather models - WMS and WFS interface - Delivery of forecasts with an average response time of 20 to 30 ms - 90 m downscaling worldwide - 1800+ parameters - Historical weather data from 1979 Climate data including climate scenarios up to the year 2100 - Secured use with HTTP and HTTPS - Integration with many formats, connectors, and programming languages available - Proprietary European Weather Model with 1 km resolution – EURO1k (Business plan)

Transform good people into good customers faster and increase trust. It's easy to verify your identity. Supported in more than 200+ countries and territories, 13,000+ ID documents. Each ID Document can be subject to up to 50 AI-based security checks in just seconds. Bank-Grade Certified Biometrics Checks Unparalleled expertise in emerging markets. IDWise's AI-driven, fully automated, user-friendly identity verification solution will dramatically increase customer conversion rates and decrease abandonment rates. IDWise loves simplicity. Our seamless integration and simple pricing plans are designed to help you serve customers quickly and reliably while allowing you to focus your resources on what you do best, running your business. We take pride in our long-term partnership approach. We recognize that no two businesses are alike when it comes to finding the right balance between speed, user experience and compliance.

We explored the methods and strategies for tracking products, empowering you to gain insights into your users just like leading companies do. Recognize the organizations driving the metrics. Instead of focusing on arbitrary IDs, delve into detailed company profiles. Utilize our hassle-free report to assess, refine, and take pride in your features. Analyze how many users or businesses engage with, embrace, and revisit your features to confirm their effectiveness. Gather insights on your features from the most relevant individuals. Engage with those who enjoyed your feature, as well as those who tried it once and did not return. Why doesn’t your team acknowledge the significance of reaching initial milestones like 5, 50, and 500 users? Our reports highlight achievements that your team can celebrate. Evaluate your launches against other features within your product. Gain a comprehensive understanding of adoption and usage trends in relation to the overall performance of your product. This approach not only reinforces your strategy but also fosters a culture of recognition within your team.

Wherobots provides a seamless way for users to create, test, and implement geospatial data analytics and AI pipelines directly within their current data ecosystem, with the option for cloud deployment. This solution alleviates concerns regarding resource management, scalability of workloads, and the complexities of geospatial processing and optimization. By linking your Wherobots account to the cloud database housing your data via our user-friendly SaaS web interface, you can efficiently build your geospatial data science, machine learning, or analytics applications using the Sedona Developer Tool. You can also automate the deployment of your geospatial pipeline to the cloud data platform while monitoring its performance through Wherobots. The results of your geospatial analytics tasks can be accessed in various ways, such as through a single geospatial map visualization or via API calls, ensuring flexibility in how insights are utilized. This comprehensive approach makes geospatial analytics more accessible and manageable for users at all levels of expertise.

Eliminate the hassle of analyzing fragmented data from multiple sources to identify opportunities for revenue growth and churn risks. Instead, consolidate your product, customer, and subscription information within journy.io to uncover the ideal customer profiles along with their preferred features, enabling you to interact effectively with the most promising accounts and users. Gain profound insights into the key data points and usage patterns that significantly influence acquisition, conversion, expansion, and churn rates. Activate automated playbooks tailored to specific users from both promising and less promising accounts to achieve your desired goals in conversion, expansion, and retention. Additionally, refine these strategies continuously to enhance effectiveness. Streamline your engagement processes by integrating with third-party applications, leveraging real-time, live-synced product data. journy.io can initiate email drip campaigns, generate sales tasks within your CRM, launch in-app onboarding sequences, or send notifications to your team via Slack, ensuring that your engagement efforts are coordinated and timely. By utilizing these capabilities, you can create a more cohesive and efficient approach to customer interaction.

Forloop serves as a no-code solution designed specifically for automating external data processes. Break free from the constraints of internal data sources and tap into the most recent market information, enabling quicker adaptations, monitoring of market dynamics, and reinforcement of pricing strategies. By leveraging external data, you can gain deeper insights that go beyond your organization’s existing resources. With Forloop, there's no need to choose between a platform suited for initial prototypes or one that is fully operational in the cloud environment of your choice. You can efficiently access and extract data from non-API sources, including websites, maps, and third-party services. The platform provides tailored recommendations for data cleaning, joining, and aggregation, aligning with top-tier data science methodologies. Utilize no-code features to swiftly clean, merge, and convert data into a format that is ready for modeling, employing intelligent algorithms to address data quality challenges. Our users have reported significant improvements in their key performance indicators, sometimes increasing them by tenfold. By incorporating new data, you can elevate your decision-making processes and drive growth. Forloop is also available as a desktop application that you can easily download and test locally, providing hands-on experience with its powerful capabilities.

Envision having complete knowledge of your audience; with Usermaven, you can truly see, comprehend, and leverage your data like never before. Start your complimentary 30-day trial and uncover the valuable insights hidden within your data. Usermaven's precise tracking automatically logs all events, eliminating the need for developer assistance and establishing itself as the most user-friendly and efficient analytics tool for both marketers and product professionals. Move past basic tracking by utilizing Usermaven's extensive array of analytics resources. Acquire detailed insights into your website and product, grasp user behaviors, and refine your marketing and product strategies for optimal success. Usermaven provides instant, intuitive website analytics that streamline your daily performance evaluations. Effortlessly identify onboarding challenges, enhance user engagement, and improve customer retention without the need for developers. Additionally, Usermaven equips you with a holistic view of your contacts, encapsulating visitors, users, and companies all in one location. You can monitor their actions on your website or app in real-time, ensuring you stay informed and agile in your approach. With these capabilities, you can take your data-driven decision-making to unprecedented levels.

Access comprehensive geolocation data for any IP address in formats such as JSON, JSONP, and CSV via our API. Users can enjoy free access, allowing up to 20 requests per minute for backend operations, while those implementing it on a website may utilize up to 10,000 requests each month. The free tier supports both HTTP and secure HTTPS requests, but you'll need to register for an account to obtain your API key. Upon signing up, you'll receive this key, which is essential for making requests. Our API provides valuable information, including the IP's classification, which may be categorized as 'business', 'education', or 'residential', alongside the fully resolved IP name. For business or educational IP addresses, we also supply the associated organization name and website if such details are available. This service enables the delivery of tailored content for distinct geographical regions, facilitates the display of local languages and currencies, and enhances traffic and server logs with geolocation insights. Additionally, you can integrate geolocation data into analytics tools such as Matomo, Google Optimize, Optimizely, VWO, and others, allowing for more refined analytics and user experience customization. With these features, users are better equipped to analyze and optimize their online presence effectively.

GAMS, which stands for General Algebraic Modeling System, is a premier software for mathematical modeling praised for its exceptional performance, scalability, and user-friendly interface. With the recent launch of GAMSPy, users can now seamlessly merge GAMS functionalities with Python, thus enhancing the efficiency and versatility of model development within the Python environment. The platform's algebraic modeling language greatly simplifies the formulation of optimization challenges, leading to optimal outcomes through the use of advanced mathematical solvers. Furthermore, GAMS MIRO introduces intuitive graphical interfaces for managing GAMS models, supporting both local and cloud-based deployment alongside sophisticated visualization tools. For those seeking scalable solutions, the GAMS Engine provides a dependable software as a service (SaaS) option, making it possible to execute models either on local servers or in the cloud. In addition to these features, GAMS is committed to supporting its users through various workshops, training sessions, and consulting services, aimed at enhancing their ability to create, refine, and implement effective decision-support systems. This comprehensive approach ensures that users are well-equipped to leverage GAMS to its fullest potential, fostering innovation and efficiency in their modeling endeavors.

GRASS GIS, which stands for Geographic Resources Analysis Support System, is a powerful, free, and open-source suite of Geographic Information System (GIS) tools designed for the management and analysis of geospatial data, including capabilities for image processing, map production, spatial modeling, and visualization. This versatile software accommodates various data types, such as raster and vector, facilitating sophisticated modeling and data handling, as well as imagery processing and time series analysis through its Python API, which is particularly well-suited for extensive analyses. Compatible with multiple operating systems like OS X, Windows, and Linux, GRASS GIS can be utilized via a graphical user interface or seamlessly integrated with other applications, including QGIS. The software features an extensive library of over 350 modules aimed at tasks such as rendering maps, manipulating raster and vector data, processing multispectral imagery, and effectively managing and storing spatial datasets. Widely adopted in both academic and commercial environments, it also serves the needs of governmental organizations, showcasing its versatility and reliability in various geospatial contexts. The continual enhancements and community support further solidify GRASS GIS as a crucial tool for professionals working in the field of geospatial analysis.

IPLocate (iplocate.io) is an API platform that provides businesses with accurate IP address data and geolocation insights, empowering them to improve security, personalize user experiences, and enforce regional compliance. With real-time geolocation capabilities, the platform enables users to detect the exact location of an IP address, providing data like city, region, currency code, and time zone. IPLocate also offers security features such as VPN, proxy, and Tor detection, making it easier to prevent fraud and abuse. The API is easy to integrate, with detailed documentation, and offers a free tier with 1,000 requests per day, providing businesses access to all the essential IP intelligence data.

Nixtla is a cutting-edge platform designed for time-series forecasting and anomaly detection, centered on its innovative model, TimeGPT, which is recognized as the first generative AI foundation model tailored for time-series information. This model has been trained on an extensive dataset comprising over 100 billion data points across various sectors, including retail, energy, finance, IoT, healthcare, weather, and web traffic, enabling it to make precise zero-shot predictions for numerous applications. Users can effortlessly generate forecasts or identify anomalies in their data with just a few lines of code through the provided Python SDK, even when dealing with irregular or sparse time series, and without the need to construct or train models from the ground up. TimeGPT also boasts advanced capabilities such as accommodating external factors (like events and pricing), enabling simultaneous forecasting of multiple time series, employing custom loss functions, conducting cross-validation, providing prediction intervals, and allowing fine-tuning on specific datasets. This versatility makes Nixtla an invaluable tool for professionals seeking to enhance their time-series analysis and forecasting accuracy.

Positionstack is an API service that offers real-time global geocoding capabilities, allowing users to convert free-text addresses or place names into latitude and longitude coordinates through forward geocoding, as well as facilitating reverse geocoding by transforming geographic coordinates or IP addresses into organized location data, all accessible via straightforward REST endpoints that deliver responses in formats like JSON, XML, or GeoJSON. The service is built on a vast dataset that encompasses over two billion locations and addresses around the globe, coupled with a scalable cloud infrastructure designed to accommodate applications of varying sizes, effectively managing high request volumes while maintaining quick average response times and extensive geographic coverage. Additionally, Positionstack includes features such as batch geocoding for processing several locations simultaneously, support for multiple languages in its results, embeddable map URLs for easy integration, and optional modules that can provide additional details like country information or time zone data, thereby enabling developers to enhance their applications with rich location intelligence. This comprehensive suite of tools positions Positionstack as a key resource for businesses seeking to leverage geocoding technology effectively.

Understand the geographical locations of your website visitors and tailor their experiences according to their IP addresses. With every API request, you receive the most precise geolocation data available, eliminating concerns about maintaining a local database. Our infrastructure is designed to scale with your needs, accommodating anywhere from a thousand to a million requests each month without a hitch. We have strategically placed servers across the globe to ensure optimal speed, reliability, and security. By routing requests to the closest and fastest node, we guarantee swift responses regardless of where in the world your users are located. You can select a plan that best aligns with your project requirements. By customizing content based on where your visitors are, you have the potential to enhance engagement metrics by as much as 70%. Additionally, you can effectively identify and mitigate fraudulent activities by verifying the actual locations of your users against the billing addresses they provide. This comprehensive approach not only improves user experience but also fosters trust and security in your platform.