Top Tableau Alternatives

If you're in search of reporting software, look no further than Yurbi. This platform enables the transformation of your data into real-time dashboards and reports tailored for business users. With robust security measures in place, Yurbi ensures that your data remains protected at all times. Instead of a sales pitch, you'll engage with a technical expert who can provide insights and guidance. To explore whether Yurbi suits your needs, simply fill out the form below to arrange a demo or meeting. Yurbi stands out as a reporting solution that features clear pricing and a flat-rate model. Users benefit from live access to data dashboards and reports, requiring minimal technical support. Your data's security is prioritized along with various enterprise-level features to safeguard it. Additionally, this self-hosted reporting software offers a cost-effective alternative to similar products in the market. Competing with platforms like Tableau, Sisense, Board, and Phocas, Yurbi is an excellent choice among top database reporting tools for businesses seeking efficiency and reliability. With Yurbi, you can harness the power of your data without breaking the bank.

Tailored results will be delivered to you based on your preferences, past experiences, and specific role. QuaerisAI ensures that you have access to data that is almost in real-time for all your data needs. The platform boosts your data and document management tasks by leveraging AI technology. To foster knowledge exchange and monitor progress, teams have the ability to share insights and create pinboards. Our sophisticated AI engine swiftly converts your inquiries into a format suitable for database processing within mere seconds. Just as life requires context, so does data; our intelligent AI engine analyzes your search terms, interests, roles, and historical data to rank results that encourage deeper exploration. Additionally, you can effortlessly apply filters to your search outcomes, allowing you to uncover specific details and delve into pertinent questions that arise. This seamless integration of AI not only enhances efficiency but also enriches the overall user experience.

DashboardFox is a powerful tool for business users, providing features like dashboards, interactive visualizations, codeless reporting, data security, mobile access, and scheduled reports. Unlike many other software options, DashboardFox operates on a one-time payment model, allowing users to purchase the software outright without the burden of ongoing subscription fees. It can be conveniently installed on your own server, ensuring that your data remains secure behind your firewall, while also offering managed hosting for those interested in Cloud BI—maintaining your ownership of data and licenses. With DashboardFox, users can easily interact with live data visualizations and create new reports without needing any technical expertise, thanks to its intuitive codeless builder. This makes it a compelling alternative to popular platforms like Tableau, Sisense, Looker, Domo, Qlik, and Crystal Reports, providing similar functionalities with added advantages. Whether you are a small business or a large enterprise, DashboardFox adapts to your needs, making data handling more efficient and accessible for everyone involved.

Harmoni is an advanced platform for data analysis and visualization, specifically tailored to handle market research data. It excels in various tasks, including data processing, analysis, reporting, and visualization, as well as managing distribution and alerts. By automating many processes, Harmoni enables users to focus more on analyzing data rather than just processing it. This platform simplifies the sharing of critical and actionable insights with stakeholders. In an era where market research budgets are tightening while expectations continue to rise, Harmoni provides the flexibility to explore data in response to emerging questions. Additionally, it enables the integration of multiple data sources into a single, usable dataset. Supporting various data sources, such as IBM SPSS®, SQL, and Microsoft Excel, as well as CSV and tab-delimited files, Harmoni ensures comprehensive compatibility. Furthermore, it seamlessly integrates with well-known market research tools like Voxco and FocusVision Decipher, enhancing its usability and effectiveness in the field. Ultimately, Harmoni empowers professionals to derive meaningful conclusions from their data in a more efficient manner.

Cognos Analytics with Watson elevates business intelligence by integrating AI capabilities that deliver a comprehensive and reliable overview of your organization. This powerful software can not only project future trends and predict potential outcomes but also provide explanations for these predictions. Its integrated AI accelerates data blending processes and identifies optimal tables for your analytical models. By leveraging AI, you can discover hidden patterns and influential factors while receiving real-time insights. The tool empowers users to generate compelling visualizations that narrate their data effectively, with the added convenience of sharing these insights through platforms like email or Slack. By combining advanced analytics with data science, new avenues for growth can be explored. The self-service analytics feature is both governed and secure, ensuring protection against data misuse while adapting to various user needs. This versatile solution can be deployed in numerous environments—whether on-premises, in the cloud, on IBM Cloud Pak® for Data, or through a hybrid approach—making it suitable for diverse operational contexts. Additionally, it fosters collaboration across teams, enhancing decision-making processes.

IBM® SPSS® Statistics software is utilized by diverse clients to address specific business challenges within various industries, ultimately enhancing the quality of decision-making processes. The platform encompasses sophisticated statistical analysis, an extensive collection of machine learning algorithms, capabilities for text analysis, open-source integration, compatibility with big data, and effortless application deployment. Notably, its user-friendly interface, adaptability, and scalability ensure that SPSS remains accessible to individuals with varying levels of expertise. Furthermore, it is well-suited for projects ranging from small-scale tasks to complex initiatives, enabling users to uncover new opportunities, boost operational efficiency, and reduce potential risks. In addition, the software's robust features make it a valuable tool for organizations looking to enhance their analytical capabilities.

Looker revolutionizes business intelligence (BI) by introducing a novel data discovery solution that modernizes the BI landscape in three key ways. First, it utilizes a streamlined web-based architecture that depends entirely on in-database processing, allowing clients to manage extensive datasets and uncover the final value in today's fast-paced analytic environments. Second, it offers an adaptable development setting that enables data experts to shape data models and create tailored user experiences that suit the unique needs of each organization, thereby transforming data during the output phase instead of the input phase. Moreover, Looker provides a self-service data exploration experience that mirrors the intuitive nature of the web, giving business users the ability to delve into and analyze massive datasets directly within their browser interface. Consequently, customers of Looker benefit from the robust capabilities of traditional BI while experiencing the swift efficiency reminiscent of web technologies. This blend of speed and functionality empowers users to make data-driven decisions with unprecedented agility.

Domo empowers all users to leverage data effectively, enhancing their contributions to the organization. Built on a robust and secure data infrastructure, our cloud-based platform transforms data into visible and actionable insights through intuitive dashboards and applications. By facilitating the optimization of essential business processes swiftly and efficiently, Domo inspires innovative thinking that drives remarkable business outcomes. With the ability to harness data across various departments, organizations can foster a culture of data-driven decision-making that leads to sustained growth and success.

Retool is a versatile platform that empowers developers to merge the advantages of conventional software development with an intuitive drag-and-drop interface and AI capabilities, allowing for the rapid creation of internal tools. Each tool is deployable in various environments, can be debugged using your existing toolchain, and is easily shareable at any scale, guaranteeing high-quality software as a standard. Major companies like Amazon, American Express, and OpenAI rely on Retool for essential custom software solutions in areas such as operations, billing, and customer support, highlighting its effectiveness in meeting critical business needs. This adaptability makes Retool an invaluable asset for teams looking to streamline their development processes.

Qrvey stands out as the sole provider of embedded analytics that features an integrated data lake. This innovative solution allows engineering teams to save both time and resources by seamlessly linking their data warehouse to their SaaS application through a ready-to-use platform. Qrvey's comprehensive full-stack offering equips engineering teams with essential tools, reducing the need for in-house software development. It is specifically designed for SaaS companies eager to enhance the analytics experience for multi-tenant environments. The advantages of Qrvey's solution include: - An integrated data lake powered by Elasticsearch, - A cohesive data pipeline for the ingestion and analysis of various data types, - An array of embedded components designed entirely in JavaScript, eliminating the need for iFrames, - Customization options that allow for tailored user experiences. With Qrvey, organizations can focus on developing less software while maximizing the value they deliver to their users, ultimately transforming their analytics capabilities. This empowers companies to foster deeper insights and improve decision-making processes.

Founded in 2011, BrightGauge, a product of ConnectWise, was developed to fill a significant void in the small to medium-sized IT services sector. It offers an enhanced method for clients to retrieve data and oversee their operations more effectively. With BrightGauge Software, users can showcase all their business metrics in a unified interface through the use of gauges, dashboards, and client reports. Currently, over 1,800 businesses around the globe utilize BrightGauge. The software seamlessly integrates with a variety of popular business tools, including ConnectWise, Continuum, Webroot, QuickBooks, Datto, IT Glue, Zendesk, Harvest, and Smileback, making it a versatile choice for many organizations. This broad compatibility ensures that users can streamline their workflows and improve their overall business performance.

Improvado is an ETL platform designed to automate data pipelines for marketing teams, enabling users without technical expertise to harness the power of data. This tool empowers marketers to make strategic, data-informed decisions by providing a holistic approach to integrating marketing data throughout the organization. It efficiently extracts information from various marketing data sources, standardizes it, and loads it directly into user-friendly marketing dashboards. With more than 200 pre-built connectors available, Improvado ensures a wide array of integrations, and the dedicated team is also willing to develop new connectors upon client request. By utilizing Improvado, marketers can centralize their data, enhance their understanding of performance across different channels, evaluate attribution models, and access precise Return on Marketing Investment (ROMI) metrics. Well-known companies such as Asus, BayCare, and Monster Energy have adopted Improvado to strengthen their marketing efforts. This platform not only simplifies data management but also fosters a culture of data-driven decision-making within organizations.

dReveal enhances the process of data visualization and reporting for organizations of any scale. By integrating it effortlessly into your existing product, you can access a dynamic and scalable solution: Create Comprehensive Reports: Utilize our user-friendly builder to design intricate grids, interactive dashboards, and professional documents tailored to your requirements. Streamlined User Access: Business users can interact with reports directly within your product, which reduces the need for switching applications and enhances overall user satisfaction. dReveal transcends traditional static data presentations: Dynamic Visualizations: Develop stunning, interactive reports that enable users to examine data from multiple perspectives, fostering a deeper comprehension of insights. Adaptability & Management: Export reports in diverse formats and set up automated deliveries to ensure that all stakeholders remain updated. With dReveal, you can scale alongside your organization: It integrates effortlessly with products of any size, adjusting to meet your unique demands. Empower your users and unlock valuable data insights, all while operating within the familiar framework of your product. Opt for dReveal to elevate your data reporting experience.

SPC for Excel is a straightforward yet robust software package designed to meet all your needs for statistical process control and analysis. This tool empowers users to pinpoint areas of concern, derive insights from their data, detect emerging trends, and address issues—all within the familiar Excel environment. Whether you're a beginner or an expert, SPC for Excel supports your continuous improvement initiatives across various sectors, be they for-profit or non-profit organizations. It offers a comprehensive range of techniques for effective charting and analysis, including Pareto diagrams, histograms, control charts, Gage R&R assessments, process capability evaluations, distribution fitting, data transformation, regression analysis, design of experiments (DOE), hypothesis testing, and much more. With a one-time purchase, the software is yours indefinitely, allowing for two downloads per user and complimentary technical support. You can even explore a demo version to experience its ease of use firsthand. The software includes tools for process capability analysis to ensure customer satisfaction. Control charts and histograms help in the effective management of processes. Gage R&R studies validate your measurement systems, while problem-solving tools such as Pareto charts, scatter plots, and others assist teams in tackling challenges. Additionally, advanced data analysis features like DOE, ANOVA, and various statistical tests are available to cater to your more complex analytical needs. Ultimately, SPC for Excel stands as a versatile solution for those seeking to enhance their data analysis capabilities.

Yellowfin stands out as a unique analytics suite that merges action-driven dashboards with top-tier automated analysis and compelling data storytelling. By providing an unparalleled analytical experience, Yellowfin empowers users to interact with and take meaningful action based on their data, catering to the diverse needs of data analysts, business professionals, clients, and developers who desire to create, implement, or utilize outstanding analytical solutions. For software companies, Yellowfin offers the opportunity to seamlessly integrate and embed distinctive analytics into their applications, effectively replacing outdated reporting tools and enhancing user experiences with a modern self-service analytics suite. Meanwhile, enterprises can unlock greater value from their data in innovative ways by transitioning from traditional spreadsheets to a cutting-edge analytics platform, phasing out legacy business intelligence applications, and incorporating analytics into daily operational workflows. Furthermore, analytical application builders can capitalize on their domain knowledge to craft data products that truly impress, enabling the creation of standout data-driven applications while also ensuring that analytics is effectively looped back into the decision-making processes. Overall, Yellowfin is dedicated to delivering insights as a service, paving the way for a future where data can be fully harnessed to drive impactful decision-making.

Adverity serves as a comprehensive data platform designed to streamline the processes of connecting, transforming, governing, and leveraging data on a large scale. It offers an effortless solution for users to obtain their data in the desired format, at the preferred time, and through the most convenient channels. This platform allows organizations to merge various data streams, including sales, finance, marketing, and advertising, into a unified source that accurately reflects their business performance. With its automated connections to numerous data sources and destinations, exceptional data transformation capabilities, and robust governance tools, Adverity stands out as the most efficient means to access and manage data precisely as needed. By simplifying these complex processes, it empowers businesses to make informed decisions based on reliable insights.

FusionCharts stands out as a premier data visualization solution that empowers developers to design interactive and adaptive charts for both web and mobile applications. Featuring more than 100 types of charts, which include line, bar, area, and pie charts, along with over 2000 maps, it allows users to represent intricate data sets effectively, facilitating better decision-making processes. Constructed on JavaScript, the library integrates seamlessly with popular frameworks like AngularJS, React, and Vue.js, making it a versatile choice for developers. Its intuitive API and extensive documentation ensure that developers, regardless of their experience level, can utilize it with ease. Moreover, it boasts an array of features, including real-time updates and compatibility across various web browsers. Users are also granted a multitude of customization options, enabling them to adapt charts to meet their unique requirements. With a track record spanning over ten years of continuous development and enhancements, FusionCharts has established itself as a dependable and powerful tool for data visualization, earning the trust of countless businesses and organizations around the globe, while also fostering a vibrant community of users who share tips and best practices.

TIMi empowers businesses to leverage their corporate data for innovative ideas and expedited decision-making like never before. At its core lies TIMi's Integrated Platform, featuring a cutting-edge real-time AUTO-ML engine along with advanced 3D VR segmentation and visualization capabilities. With unlimited self-service business intelligence, TIMi stands out as the quickest option for executing the two most essential analytical processes: data cleansing and feature engineering, alongside KPI creation and predictive modeling. This platform prioritizes ethical considerations, ensuring no vendor lock-in while upholding a standard of excellence. We promise a working experience free from unforeseen expenses, allowing for complete peace of mind. TIMi’s distinct software framework fosters unparalleled flexibility during exploration and steadfast reliability in production. Moreover, TIMi encourages your analysts to explore even the wildest ideas, promoting a culture of creativity and innovation throughout your organization.

In just a matter of days, you can encapsulate any data source with a unified Data API, facilitating easier access to reporting and analytics information for your teams. This approach streamlines data retrieval for application developers and data engineers, allowing them to obtain information from various sources effortlessly. - A single, schema-less Data API endpoint - Manage metrics and dimensions through an intuitive UI - Visualize data models to accelerate decision-making - Schedule management for data export via API Our proxy seamlessly integrates into your existing API management framework, whether it's Mulesoft, Apigee, Tyk, or a custom-built solution, ensuring compatibility with your versioning, data access, and discovery needs. By harnessing the power of the Data API, you can enhance your offerings with self-service analytics capabilities, which allows for dashboards, data exports, or a custom report composer for on-the-fly metric inquiries. With ready-to-use Report Builder and JavaScript components designed for popular charting libraries like Highcharts, BizCharts, and Chart.js, embedding data-driven features into your products becomes straightforward. Your users will appreciate the ability to make informed, data-driven choices, eliminating the need for you to handle custom report queries. Ultimately, this transformation not only elevates user experience but also significantly increases the efficiency of your operations.

Create Reports Your Clients Will Adore Juicebox simplifies the creation of data reports and presentations, enabling you to impress clients with stunning, interactive online experiences. Craft your design one time and share it effortlessly with any number of clients, customizing it for each one. Utilize modern, engaging charts that convey a narrative—no programming skills required. You can either create from easy-to-use spreadsheets or link directly to your database. Picture a merger between PowerPoint and Tableau—resulting in something truly remarkable! Save valuable time by building once and reusing frequently; there's no need to recreate similar reports for different customers or timeframes. Design like an expert with our pre-designed templates, customizable themes, and intelligent layouts that guarantee a top-notch experience for your clients. Encourage action with data narratives that transcend conventional dashboards; our interconnected data stories foster guided navigation and interactive discovery, making insights more accessible and engaging.

Grow is an all-in-one, no-code business intelligence (BI) platform designed to enable every member of your organization to make decisions based on data. Organizations can seamlessly connect to their data and extract valuable insights by integrating ETL processes, data warehousing, and visualization tools within a single platform. With our unlimited-user license model, all users can obtain the information they need without waiting for an analyst's assistance, empowering everyone to make informed decisions in real time and drive their growth forward. Additionally, Grow offers: - Unlimited user access - Over 100 integrations - No SQL knowledge needed (though it is an option) - Support from BI consultants - Simplified ETL processes - Interactive dashboards that adapt to your needs

Direct access is the quickest route from data to actionable insights. Incorta equips your organization with a genuine self-service data experience and exceptional performance, facilitating improved decision-making and remarkable outcomes. Envision a scenario where you can complete data projects in mere days rather than the typical weeks or months, avoiding the pitfalls of fragile ETL processes and costly data warehouses. Our direct analytics approach allows for self-service capabilities both on-premises and in the cloud, delivering agility and outstanding performance. Leading global brands turn to Incorta to thrive where other analytics platforms may struggle. We provide a range of connectors and pre-built solutions designed for integration with enterprise applications and technologies across various sectors. Our esteemed partners, such as Microsoft, eCapital, and Wipro, play a crucial role in delivering innovative solutions that foster customer success. By joining our dynamic partner ecosystem, you can be part of a community dedicated to transforming the data landscape. Together, we can redefine the future of analytics and drive significant business growth.

Toucan is an analytics platform designed for customer engagement that enables organizations to enhance user experience effectively. It simplifies the process from establishing data connections to distributing and sharing insights seamlessly across various channels. Notably, Toucan's analytics tools have achieved three times the popularity compared to the industry standard. With a vast array of connectors available, users can link to any data stored in the cloud or elsewhere effortlessly. The platform's data readiness capabilities allow business users to prepare data without needing specialized expertise, enabling them to accomplish tasks that typically demand a data professional's skills. Visualization within Toucan serves as a form of "data storytelling," where each chart is enriched with context, collaboration features, and annotations to help users grasp the underlying significance of their data. Furthermore, the deployment and management processes are streamlined with simple one-touch options, facilitating everything from staging to production, while also allowing for easy embedding and publishing across any device. This comprehensive approach ensures that users can access and utilize their data efficiently, maximizing its value.

ClicData stands out as the pioneering fully cloud-based software for Business Intelligence and data management. Its data warehouse simplifies the process of integrating, transforming, and consolidating information from diverse sources. Users can design engaging dashboards that automatically update and can be shared with managers, teams, or clients in various formats. Options for sharing include scheduled email deliveries, exports, or dynamic dashboards through LiveLinks. Additionally, ClicData streamlines all processes by automating data connections, refreshes, management tasks, and scheduling routines, enhancing efficiency and productivity. This level of automation allows users to focus more on analysis rather than manual data handling.

Clari's Revenue Operations Platform is designed to enhance revenue outcomes effectively. With features like automated CRM updates and time series analysis, it goes beyond mere innovation. By integrating revenue intelligence, forecasting, and execution insights, Clari addresses critical challenges in revenue management. It ensures that businesses can reliably achieve their targets each quarter. This platform is crafted specifically to boost revenue predictability. By leveraging previously underutilized data sources such as call logs, emails, and CRM information, Clari transforms this data into actionable insights for the entire revenue team. The blend of AI-driven insights and human judgment empowers teams to forecast with improved accuracy and visibility. Additionally, it establishes a streamlined, automated process applicable across all business units, allowing for the collection of essential activity data from prospects, customers, and representatives, thus keeping you continuously informed about the status of your deals, business, and team dynamics. Ultimately, Clari equips organizations with the tools they need to navigate complex revenue landscapes successfully.

Anaplan delivers a powerful AI-driven scenario planning and analysis environment designed to help organizations anticipate change, optimize strategies, and act with precision. Its connected planning framework eliminates barriers between strategic, financial, and operational functions, fostering real-time collaboration across the enterprise. Industry-tailored solutions for sectors such as financial services, manufacturing, healthcare, retail, and technology empower teams to respond quickly to market shifts and emerging opportunities. The platform’s comprehensive AI capabilities — predictive, generative, and agentic — work together to uncover hidden patterns, evaluate complex scenarios, and recommend data-backed actions. Enterprise data orchestration ensures that information from multiple sources flows seamlessly into the planning process, while its advanced modeling tools enable intricate simulations without sacrificing speed. Anaplan’s security and administration features safeguard sensitive data while supporting enterprise-scale deployment. Recognized as a leader in both financial planning and supply chain planning by Gartner and IDC, Anaplan is trusted by over 2,500 leading brands worldwide. Its applications cover a wide range of business needs, from financial consolidation and sales forecasting to workforce planning and supply chain optimization. Customers leverage the platform to break down silos, improve productivity, and enhance shareholder value. With Anaplan, organizations can outpredict, outplan, and ultimately outperform their competition in an increasingly complex business environment.

Minitab Statistical Software, our flagship product, is at the forefront of data analysis, enabling users to visualize, interpret, and leverage their data to uncover insights and tackle their most pressing challenges effectively. With a combination of trusted analytics and modern visualizations, Minitab empowers users to make informed decisions with confidence. The newest iteration of Minitab Statistical Software features cloud access, allowing users to perform analyses from any location, as well as the Graph Builder, an innovative interactive tool that facilitates the creation of multiple graph options simultaneously. Additionally, Minitab provides specialized modules for Predictive Analytics and Healthcare, further enhancing your analytical capabilities. Supporting a diverse user base, Minitab is available in eight different languages: English, Chinese, French, German, Japanese, Korean, Spanish, and Portuguese. For over five decades, Minitab has been instrumental in aiding countless organizations and institutions in identifying trends, resolving issues, and extracting meaningful insights from their data through our extensive suite of premier data analysis and process improvement resources. As we continue to innovate, we remain dedicated to enhancing the user experience and expanding our offerings to meet evolving analytical needs.

Strategy ONE, formerly known as MicroStrategy, is an advanced platform that utilizes artificial intelligence to boost business intelligence and provide data-driven insights. By integrating advanced AI functionalities with conventional business intelligence tools, it supports organizations in optimizing their workflows, automating various tasks, and improving data accessibility. The platform’s ability to integrate with a wide array of data sources enhances the reliability of analyses, enabling businesses to make faster and more informed decisions. Furthermore, it employs cloud-native technologies that promote seamless scalability and adaptability. With the addition of an AI chat interface, users can easily conduct data queries and analyses, simplifying their engagement with data while enhancing their potential to achieve impactful results. This innovative strategy not only streamlines operational processes but also equips teams with the necessary tools to fully leverage their data assets. Ultimately, this comprehensive approach transforms how organizations interact with data and supports them in driving meaningful change.

Splunk Enterprise is a data platform designed to give organizations total visibility into their operations, security, and infrastructure. It allows businesses to collect and analyze data from virtually any source, whether it’s logs, metrics, or streaming data, enabling proactive monitoring and response. Teams can build powerful dashboards, automate alerts, and track anomalies in real time, ensuring that threats and issues are identified before they disrupt operations. Powered by Splunk AI, the platform goes beyond reporting by predicting risks, uncovering hidden patterns, and enabling data-driven decisions. Splunk’s machine learning apps, such as the AI Assistant and Anomaly Detection toolkit, bring advanced intelligence to IT service management and security workflows. Its flexible architecture scales effortlessly, supporting terabytes of data and over 2,300 integrations with popular enterprise tools. Whether in security operations, IT infrastructure, or digital business monitoring, Splunk unifies data across edge, cloud, and hybrid ecosystems. Customers report dramatic efficiency gains, such as cutting incident workloads by nearly 99% and slashing costs with automation. This ability to connect insights across the enterprise makes Splunk an essential platform for digital resilience. By turning raw data into clear, actionable intelligence, Splunk empowers organizations to act with speed, clarity, and confidence.

JMP is a versatile data analysis application that works seamlessly on both Mac and Windows platforms, offering a blend of advanced statistical features and captivating interactive visualizations. Its intuitive drag-and-drop interface streamlines the data importation and analysis process, complemented by interconnected graphs, a vast array of sophisticated analytic tools, a built-in scripting language, and multiple sharing functionalities, all designed to enhance users' ability to examine their datasets both efficiently and effectively. Originally developed in the 1980s to capitalize on the advantages of graphical user interfaces in personal computing, JMP has continually progressed by integrating cutting-edge statistical methodologies and tailored analysis techniques from various sectors with each new iteration. Additionally, John Sall, the organization's founder, plays an active role as the Chief Architect, ensuring that the software evolves to meet the dynamic needs of analytical technology. This commitment to innovation and user experience underscores JMP's reputation as a leading choice for data analysis across numerous fields.