Everything we have published on reading, building and choosing data visualizations. Filter by topic, or search by title.
Kimi K2.6 是 Moonshot AI 最新开源的原生多模态 Agent 模型，具备长上下文、代码生成、工具调用、视觉理解和复杂任务执行能力。VizGPT 已支持 Kimi K2.6，可用于常规对话、Chatbot 开发、数据分析、数据可视化、SVG 生成和动画生成，并提供限时免费体验。
Build a Kibana Vega-Lite dropdown filter with params and bind, including a working example, version caveats, and common pitfalls.
A practical, up-to-date comparison of Streamlit vs Plotly Dash. Learn which tool is better for your next data app based on ease of use, customization, performance, deployment, and real-world use cases.
Canonical Correlation Analysis (CCA) is a statistical technique used to understand the relationship between two multivariate data sets. This article explains CCA in plain language and walks through a complete Python implementation using scikit-learn.
Learn how to build bar charts in D3.js — simple, grouped, and stacked — with live React + D3 examples and code.
Build line and area charts in D3.js with live React examples and copyable code.
Create pie and doughnut charts in D3.js with live React examples and code.
Discover whether R or Python is better for data science in 2025 with a focus on data visualization libraries and ecosystems.
Compare two leading notebook SaaS platforms, hex.tech and Deepnote, from collaboration and data integrations to AI assistants, pricing, and Jupyter widget limitations—so you can choose the right tool for your data team.
Compare Vega-Altair (Altair, Vega, Vega-Lite) and Matplotlib for data visualization in Python. Understand their pros and cons, syntax styles, interactivity, ecosystem, and when to use each library, with practical scatter plot examples.
Learn what Tracy Profiler is, why it’s so popular among C++ and game developers, and how to integrate it into your project to turn performance data into living documentation.
Learn what a treemap chart is, when to use it (and when not to), and how to design effective treemap visualizations that turn complex hierarchical data into clear, actionable insights.
Discover how Heatbot uses AI to improve your website through heatmap analysis and data-driven generative UI. Boost user engagement, optimize design, and increase conversions effortlessly with this innovative tool!
Discover why the waterfall chart is a must-have type of data visualization form. Learn its applications in finance, marketing, project management, and more to enhance your data analytics proficiency.
Discover how donut charts transform complex data into clear insights. Learn their applications in marketing, finance, and more. Explore this special type of data visualization.
Discover the ins and outs of bubble charts, a potent type of data visualization and analytics. Learn their structure, advantages, and how to create them using popular tools like Excel and Tableau.
Explore how AI assistants are effecting daily tasks from smart homes to healthcare. Discover the impact of AI in daily life and see how it's enhancing convenience and efficiency.
Discover how AI data visualization is contributing how we comprehend data. Learn the benefits, tools, and real-world applications driving this groundbreaking technology. Don't miss out on the future of data!
Discover how AI in education is improving student learning and teacher efficiency. From personalized learning plans to AI assistant tools, explore the future of smart education.
Explore the incredible ways AI in medicine is transforming healthcare. From AI assistants in diagnosis to predictive analytics, discover how this technology is reshaping modern medical practices.
Discover the strengths and weaknesses of Python and R for data visualization. Learn which tool reigns supreme for your data analysis needs and why. Click to uncover the best choice for you.
Curious about data visualization? Want to apply it to your data analytics? Learn details about what it is and why it's crucial for decision-making, identifying trends, and enhancing communication across various fields.
Discover the key differences between augmented reality glasses and virtual reality glasses! Learn how these futuristic wearables are transforming gaming, education, healthcare, and more.
Discover how histograms can help with your data analytics! Learn about their applications, best practices, and tools like Excel, Python, and Tableau for effective data visualization.
Discover how bar graphs can transform raw data into actionable insights. Learn this type of data visualization and apply it to your data analytics game with our expert tips.
Discover the power of line charts in data analytics! Fine what is a line chart, also named as curve chart and where can it be applied. It’s a useful type of data visualization!
Unlock the power of the pie chart, a quintessential type of data visualization. Learn its applications, tools, and best practices to enhance your data analytics. Don't miss out!
Dive deep into scatter plots, an essential type of data visualization, and learn how they can revolutionize your data analytics. Discover practical applications, tools, and tips in our comprehensive guide.
Dive into heatmaps, the hidden type of data visualization. Discover their types, applications in data analytics, and learn about the best tools for creating compelling heatmaps. Unveil hidden insights today!
Discover the radar chart—a standout type of data visualization form. Learn its application in data analytics to simplify complex comparisons in your datasets.
Discover how AI and tools like ChatGPT are revolutionizing data modeling. Explore examples, facts, and implications for businesses and data scientists. Learn how AI is transforming this crucial field.
Dive into Orion's wonderful augmented reality glasses. Learn how its sleek design, powerful AI, and immersive experiences are redefining the way we interact with the world. Click to explore more!
Discover the transformative power of data modeling in various industries. Learn how it enhances business intelligence, healthcare, e-commerce, and more. Click to explore the future of data-driven insights!
Discover the secrets of data quality and how AI data visualization can improve your business. Learn key strategies to ensure your data is accurate, complete, and reliable for better outcomes.
Unlock the full potential of data with these proven tips on data quality, data visualization, and AI data visualization. Don't miss out on useful insights for your business!
Explore how data pipelines transform raw data into actionable insights. Learn the core features, key benefits, and real-world examples of data integration in this comprehensive guide.
Discover the power of data integration with data mesh architecture. Learn why this powerful approach is transforming data management. Don't miss out on simplifying data complexity!
Dive deep into the distinctions between Pathway and Clarity. Learn how these tools provide user insights, the pros and cons of both tools. Pathway serves as a clarity alternative.
Curious about Polymet's AI product designer vs. Figma's intuitive collaboration? Dive into this comparison to find out which design tool suits your needs best.
Discover how Polymet, your AI designer, can transform your design process. From rapid prototyping to high-quality UI/UX, see why this AI assistant is a great-helper for startups and developers.
Discover how Pathway stands out as a clarity alternative, offering unparalleled user insights, enhanced journey mapping, and real-time analytics to revolutionize your user experience approach.
Explore the power of data visualization by avoiding these common pitfalls. Learn how to dodge these traps for clear, compelling, and accurate visuals. Start your ai data visualization with these tips!
Dive deep into AI data analytics! Learn critical steps for analyzing data with AI tools, and turn raw data into actionable insights to drive smarter decisions and business growth.
Discover the best 5 Tableau alternatives to elevate your data analytics game. Explore Power BI, Qlik Sense, Looker, Sisense, & Domo to find robust features and unique strengths tailored to your needs.
Explore the top 5 AI data visualization apps of 2024. Discover which tools are transforming data into insights and revolutionizing AI data analytics. Dive into Tableau, Power BI, Qlik Sense, Looker, and Sisense in our latest review.
Discover how AI data analytics and AI data visualization are revolutionizing industries. From predictive maintenance to personalized retail, learn practical applications driving success. Read now!
Unlock the power of data visualization with our guide! Learn 17 types of charts like histograms and scatter plots to make your data presentations engaging and insightful.
Discover whether dashboards or notebooks are the best fit for sharing data insights. Dive into the strengths of tools like Jupyter, Google Colab, Tableau, and Power BI. Make the right choice today!
Discover the key differences between a data analyst and a data scientist. Uncover how these roles drive data-driven success and learn which career path suits you best!
Confused between a data engineer and a data scientist? Uncover the key differences, roles, and skills that distinguish these two indispensable positions in the data ecosystem. Click to learn more!
Confused about histograms and bar charts? Discover their differences, unique features, and best practices for data visualization. Elevate your analysis skills with our comprehensive guide!
Uncover the key differences between a product owner and a product manager. From startups to multinationals, understand their unique roles to drive successful product development.
Discover the key differences between star schema and snowflake schema in data warehousing. Learn when to use each schema to optimize query performance, storage efficiency, and data integrity.
Discover the top 5 JavaScript libraries in 2024 for stunning visualizations. From D3 and Vega to ECharts, explore how these tools can make your data come alive with dynamic charts and graphics.
Discover what the modern data stack is and why it’s essential for your business. Learn how it enhances decision-making, scalability, cost-efficiency, and real-time analytics. Click to explore!
Explore the pros and cons of DuckDB and Postgres for serverless OLAP solutions. Discover how DuckDB's lightweight design compares to Postgres' scalability for data analytics, and learn about the advancements by companies like MotherDuck and Neon.
Explore the differences between Tableau and PowerBI in the realm of Exploratory Data Analysis (EDA). Discover how Tableau's grammar of graphics-based system excels over PowerBI’s integrative approach.
Discover the key differences and similarities between Tableau and Superset, two powerful tools in the realm of data visualization and business intelligence. Learn which one is better suited for your needs.
Discover the key differences and similarities between Tableau and Thoughtspot, two leading data visualization and analytics tools. Determine which platform best suits your business needs based on their unique features and strengths.
Explore the top 10 Tableau alternatives in 2024, including powerful open-source options, to find the perfect data visualization tool for your needs.
Learn how Large Language Models (LLMs) like GPT-3.5 are revolutionizing data visualization by transforming natural language into interactive visualizations.
Daft represents a significant leap in large-scale data processing, combining the ease of Python with the power of Rust for unmatched efficiency. Its focus on multimodal data and integration with cloud technologies offers an advanced solution for handling complex data at scale. This article delves into Daft's capabilities, providing insights into its advantages, use cases, and how to get started.
Daft represents a significant leap in large-scale data processing, combining the ease of Python with the power of Rust for unmatched efficiency. Its focus on multimodal data and integration with cloud technologies offers an advanced solution for handling complex data at scale. This article delves into Daft's capabilities, providing insights into its advantages, use cases, and how to get started.
Discover top AI tools of 2024 for coding and data analysis, featuring chat clients, visualization helpers, and productivity boosters to streamline tasks.
VizGPT is a new contender in the data visualization scene, poised to transform the landscape: VizGPT. This AI-powered tool is not just an addition to the market; it is a paradigm shift, providing unprecedented ease and intelligence in data visualization analysis.
VizGPT, powered by DuckDB, stands as a beacon of progress in the OLAP domain, delivering serverless analytics that are both powerful and accessible. As businesses continue to seek out efficient and scalable data solutions, VizGPT's innovative approach offers a glimpse into the future of data analytics — a future where agility, performance, and cost-efficiency are not just desired but expected. As serverless computing continues to evolve, VizGPT and DuckDB are well-positioned to lead the charge in the next generation of OLAP services.
See how VizGPT and PyGWalker build interactive Python data apps, enabling drag-and-drop exploration, smooth Jupyter workflows, and instant AI-powered visuals.
VizGPT emerges as a transformative tool, employing the power of Retrieval Augmented Generation (RAG) to elevate data visualization to new heights.
vizGPT Library
Notes on data visualization from the team building vizGPT — one prompt to a finished graphic.
Vega-Lite