Users can create a wide variety of charts and graphs through a drag-and-drop interface without writing code. It supports numerous visualization types from simple bar charts to complex geospatial maps.
A powerful SQL IDE integrated directly into Superset, allowing data analysts and engineers to write, run, and visualize complex queries. Results can be easily turned into visualizations or exported.
Allows administrators to define virtual metrics (aggregations) and calculated columns on top of raw data. This abstracts complex SQL logic, enabling business users to safely explore data using business terms.
Developers can create custom visualization plugins using a React-based SDK. The community maintains a growing registry of plugins for specialized chart types.
Offers detailed role-based access control (RBAC), integration with major authentication backends (OAuth, LDAP, OpenID), and granular permissions for datasets, dashboards, and features.
Leverages database engines for query execution and supports results caching (via Redis, Memcached, etc.) and asynchronous queries to handle large datasets efficiently.
Business teams and executives use Superset to create real-time dashboards tracking KPIs like sales revenue, marketing campaign performance, and customer acquisition costs. By connecting directly to data warehouses, they can monitor trends, drill down into dimensions like region or product line, and share interactive reports. This replaces static spreadsheet reports and enables faster, data-driven decision-making across the organization.
Data analysts use SQL Lab to query raw data, validate hypotheses, and clean datasets. They can immediately visualize query results without switching tools, creating prototypes for dashboards. This streamlined workflow accelerates the analysis cycle from question to insight, making analysts more productive and reducing dependency on separate SQL clients and visualization software.
Software companies embed Superset dashboards and charts directly into their customer-facing applications using its secure embedding API. This provides customers with self-service analytics on their own usage data without the vendor building a custom BI solution. It adds significant value to the core product while leveraging a robust, scalable open-source engine.
DevOps and IT teams connect Superset to monitoring databases (e.g., time-series like Prometheus) or log aggregates to visualize system performance, application errors, and infrastructure health. They build dashboards for incident response, capacity planning, and SLA tracking, enabling proactive management of technical systems through centralized, visual oversight.
Researchers and academic institutions use Superset to explore and present complex research datasets. Its ability to handle diverse data sources and create publication-quality interactive charts helps in communicating findings. The no-code builder allows non-technical researchers to engage with data, while SQL Lab supports complex statistical queries for data preparation.
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15Five operates in the people analytics and employee experience space, where platforms aggregate HR and feedback data to give organizations insight into their workforce. These tools typically support engagement surveys, performance or goal tracking, and dashboards that help leaders interpret trends. They are intended to augment HR and management decisions, not to replace professional judgment or context. For specific information about 15Five's metrics, integrations, and privacy safeguards, you should refer to the vendor resources published at https://www.15five.com.
20-20 Technologies is a comprehensive interior design and space planning software platform primarily serving kitchen and bath designers, furniture retailers, and interior design professionals. The company provides specialized tools for creating detailed 3D visualizations, generating accurate quotes, managing projects, and streamlining the entire design-to-sales workflow. Their software enables designers to create photorealistic renderings, produce precise floor plans, and automatically generate material lists and pricing. The platform integrates with manufacturer catalogs, allowing users to access up-to-date product information and specifications. 20-20 Technologies focuses on bridging the gap between design creativity and practical business needs, helping professionals present compelling visual proposals while maintaining accurate costing and project management. The software is particularly strong in the kitchen and bath industry, where precision measurements and material specifications are critical. Users range from independent designers to large retail chains and manufacturing companies seeking to improve their design presentation capabilities and sales processes.
3D Generative Adversarial Network (3D-GAN) is a pioneering research project and framework for generating three-dimensional objects using Generative Adversarial Networks. Developed primarily in academia, it represents a significant advancement in unsupervised learning for 3D data synthesis. The tool learns to create volumetric 3D models from 2D image datasets, enabling the generation of novel, realistic 3D shapes such as furniture, vehicles, and basic structures without explicit 3D supervision. It is used by researchers, computer vision scientists, and developers exploring 3D content creation, synthetic data generation for robotics and autonomous systems, and advancements in geometric deep learning. The project demonstrates how adversarial training can be applied to 3D convolutional networks, producing high-quality voxel-based outputs. It serves as a foundational reference implementation for subsequent work in 3D generative AI, often cited in papers exploring 3D shape completion, single-view reconstruction, and neural scene representation. While not a commercial product with a polished UI, it provides code and models for the research community to build upon.
