How Accessibility Standards Can Empower Better Chart Visual Design - Smashing Magazine
Data visualizations need to go beyond compliance with accessibility standards to be truly useful and accessible.
Two specific requirements for accessible data visualizations are accessible chart colors and dual encodings or using something other than color to convey meaning. [ more ]
How to get started with data visualization great ideas and exercises to help get started and progress if you want to do data visualization. By @lisacmuth
For end users and IT professionals who desire to transition to an AI career, what skills do you need to develop and how can you best facilitate a move?
Google's standard Universal Analytics (i.e., all previous generations of GA) will stop processing data as of July 1, 2023.Any new properties created since October 2020 default to the new Google Analytics 4 (GA4.)If you have older properties, you should switch to GA4 as soon as possible to prepare for the transition.
PyDev of the Week: Draga Doncila Pop - Mouse Vs Python
This week we welcome Draga Doncila Pop as our PyDev of the Week!Draga is a core developer of the napari package, which is a multi-dimensional image viewer for Python.Draga also speaks at Python conferences about Python and data visualization.You can see what else Draga is up to by visiting Draga's GitHub profile.
5 Free Data Visualization Tools to Showcase Your Data in 2024
Data visualization tools are evolving with AI integration for enhanced storytelling and user-friendly experiences.
Tableau Public and Google Looker Studio are versatile tools offering interactive dashboards, AI assistance, and seamless integrations with other services. [ more ]
How To Draw Radar Charts In Web - Smashing Magazine
Radar charts, also known as spider charts, are a way to visualize data and make connections.
Radar charts use a circular, two-dimensional circle with plots representing categories, connected together to form shapes that show the relationship between category values. [ more ]
Grafana v10.3 Release: Visualizations, Alerting, Management and Log Analysis Improvements
Enhancements in Grafana 10.3 include improved tooltips and zoom functionality for data navigation, tracking metric changes, and visualizing system health.
The release also introduces improved management capabilities, such as enhanced control over anonymous access. [ more ]
Web Workers: How Much Processing Power Can You Harness?
Have you ever used a computer program that seems to freeze or become unresponsive when it's doing a lot of work?That's because the program is busy with a lot of tasks, and it can't respond to user input until it's finished.Web workers are a way for web developers to prevent this problem from happening in web applications.
Data visualization: How to transform analytics data into actionable insights | MarTech
Data visualization tools like Looker Studio and Tableau help transform raw analytics data into clear, actionable insights.
Data warehouses and the increasing volume and complexity of data create a need for specialized tools that can effectively extract and present data. [ more ]
useMemo Hook in React: Boosting Performance with Memoization
In React, optimizing performance is a crucial aspect of building high-performing web applications.One powerful tool in a React developer's arsenal is the useMemo hook.This hook allows for the memoization of expensive computations, resulting in improved performance and responsiveness.In this article, we will explore the useMemo hook in detail, understand its purpose, and examine real-time examples to demonstrate its effectiveness.
Must-Know Functional Programming Libraries in Node.js for Clean and Maintainable Code
Using functional programming in Node.js can be a valuable skill because it allows developers to write code that is more concise, maintainable, and easier to reason about.In functional programming, functions are treated as first-class citizens, meaning they can be passed around as arguments and returned as values, allowing for more flexible and reusable code.
Is Data Processing Capacity Important When Choosing Data Visualization Tools for Your Business?
Data processing capacity can have a major impact on the performance of any data visualization tool.Finding the right data visualization tool is about balancing your business's on-premises computing resources and your data processing needs.What determines data processing capacity and how can businesses balance computing power and data visualization tools?
Tableau re-engineers dashboards, adds new analytics tools for business analysts
Tableau has announced the availability of Tableau 2022.3, a new version of the data visualization and analysis program designed to make it easier for business users to gain insights into their data via the use of capabilities including a Data Guide to help uncover business intelligence more quickly, and a new advanced analytics and predictions tool called Table Extension.
From Data Chaos to Clarity: Mastering the Art of Dashboard Design
Dashboard design is a crucial element in data visualization.It helps in presenting complex and extensive data in a clear and concise manner.In this article, we will explore the art of dashboard design and how it can help you achieve clarity in your data.Establishing Clear Goals and Objectives Before diving into dashboard design, it's crucial to establish clear goals and objectives for the information being presented.
Recently, we posted the first article recapping our recent machine learning survey.There, we talked about some of the results, such as what programming languages machine learning practitioners use, what frameworks they use, and what areas of the field they're interested in.In the second of two articles recapping this survey, we now want to discuss additional findings, such as related skills in machine learning and challenges with implementation.
Preliminary Results for Our State of Machine Learning Survey
We recently shared a survey about the current state of machine learning in order to learn more about how practicing data scientists use machine learning, what hurdles they're seeing in their organization, and what tools they're using.While we're still looking for more responses to ensure we get a representative number, we'd like to share some of the initial responses.
Data modeling vs. data analysis: A breakdown of their differences
What's the difference between data modeling and data analysis?Which is the right approach for your next project?This guide helps answer those questions.
How data-informed UX helps avoid Minimum Viable Product bloat
Designers play a more significant role in creating a good Minimal Viable Product (MVP) than you might think.Part of becoming a Product Designer is re-learning terms I thought I knew.MVP is one such term: in product terms, it's a minimal set of features you build to attract customers and validate a product idea.
Top Data Analytics Skills and Platforms for 2023, PyTorch 2.0
Top Data Analytics Skills and Platforms for 2023 We looked at over 25,000 job descriptions, and these are the data analytics platforms, tools, and skills that employers are looking for in 2023.PyTorch 2.0 Officially Released PyTorch 2.0 is official at last, and this update brings a multitude of changes designed to make PyTorch more powerful, versatile, and stable.
ClickHouse Cloud beta released on AWS| App Developer Magazine
ClickHouse, Inc. has announced the launch of ClickHouse Cloud, a lightning-fast cloud-based database that simplifies and accelerates insights and analytics for modern digital enterprises.
SAS selling ML and analytics suite on Azure Marketplace
Analytics stalwart SAS is making its cloud-based Viya platform available in the Microsoft Azure Marketplace in the hopes users will be tempted by a clickable, pay-as-you-go option for its ML, data management, and analytics tools.
Sandin's greatest value rests in his effect on the quality of offence the team produces.
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While isolation models attempt to account for things like teammates and competition etc., they are trained on data that is overwhelmingly from players that coaches are playing as regular roster players.
Announcing the ODSC East 2023 Preliminary Schedule
ODSC East 2023 is still a bit over a month away, but we're excited to be able to share our Preliminary Schedule with you!You can find the schedule here on our website, but be sure to read on for a breakdown of what you can expect from each day.Day 0 of ODSC East 2023 will be exclusive to Mini-Bootcamp and VIP pass holders, and will be a virtual-only day comprising the first bootcamp sessions of the week.
How Data Visualization helps you understand your UX research results
I used to have to psyche myself up to analyze my user research.I enjoyed talking with and interviewing users and learning how they use the website.However, the thought of staring at a spreadsheet of data after a day of interviews used to fill me with dread.Whether it's user interview/testing responses, survey results, or looking at analytics, there are times when UX Designers are faced with a bunch of data.
Introducing the ODSC East Bootcamp Roadmap-Starting Now
This year for ODSC East 2023, we are making some changes to our ever-popular Mini-Bootcamp Pass and providing opportunities for you to start your learning journey even earlier.Over the past few years, we've heard from our community that you wanted more introductory courses so that you can get the most out of your Mini-Bootcamp conference experience.
3 Tips for Using Python Libraries to Create 3D Animation
Data visualization is becoming increasingly popular, meaning open-source tools like Python are more widely used by data scientists and other computer science professionals.A specific type called 3D animation makes information accessible, visually attractive, and appealing to users.Powerful Python libraries enable you to create unique 3D animations and visualizations.
How to Choose the Right Data Visualization Tools for Your Business
Depending on your business needs, you'll prioritize specific data visualization tools over others.Most businesses favor standard pie charts and bar graphs, but others may select waterfall charts and heat maps.Depending on your software, you'll find that some data visualization tools create more stunning visuals while others make more informative and easy-to-understand visuals.
The news out of the platforms has been bleak as of late.Mass layoffs, entire departments gutted, the latest at Twitter.It once seemed like these spaces were places where journalism would thrive.Well, they were and they weren't.And it doesn't really matter now because journalism is surely taking a smaller role in whatever future direction these companies take.
Mission Local nets pair of Society of Professional Journalists awards
Subscribe to our daily newsletter and have the latest stories from Mission Local delivered directly to your inbox.Mission Local data maven Will Jarrett and arts writer Andrew Gilbert have each been honored with top prizes by the Society of Professional Journalists Northern California Chapter.Gilbert drew raves for his coverage of the music scene in the Mission.
"Hands down the best way to start learning data science is to focus on data visualization.Pick R or Python and practice building plots that tell a story.Everything else will follow. "
Can we come up with 100 visualizations from one simple dataset?As an information design agency working with data visualization every day, we challenged ourselves to accomplish this using insightful and visually appealing visualizations.We wanted to show the diversity and complexity of data visualization and how we can tell different stories using limited visual properties and assets.
Why the ODSC Data Science Mini-Bootcamp is Better Than the Alternatives
Embarking on a data science career is a time filled with exciting, and sometimes difficult, questions: Which skills are essential for success?Should I pursue an advanced degree?Should I specialize in a topic?And, if so, which?It can feel daunting to face so many choices when you don't have much experience under your belt.
This Excel, VBA and data science training is 98% off today
Learn how to use data to your advantage in business with The Complete Excel, VBA, and Data Science Certification Training Bundle.In business, smart decisions are driven by data.If you want to get a head start on the competition, it's a good idea to learn how to work with data yourself.The Complete Excel, VBA, and Data Science Certification Training Bundle shows you how.
The spotlight will and should remain on how to strengthen local journalism, especially how to equip local journalists with the tools they need for ambitious accountability and investigative reporting, as we've been trying to do at The Marshall Project.Those include data analysis; alternative storytelling tools that allow the use of video, audio, and data visualization; public records requests; audience analytics; and legal help to extract information from officials who've gotten used to lax oversight.
Exploring Intelligent Writing Assistance, 3 Python Libraries for 3D Animation, and Speech-to-Speech...
Exploring Intelligent Writing Assistance The goal of this application is to demonstrate how the NLP task of text style transfer can be applied to enhance the human writing experience.3 Tips for Using Python Libraries to Create 3D Animation Here are which Python libraries are best suited for 3D animations and other tips to help with these types of projects.
ODSC West is less than a week away and we have a packed lineup of training sessions, workshops, and talks on topics ranging from machine learning to data visualization.You can check out the full list here, but for now, we've provided a sneak peek of 10 of the sessions you won't want to miss.How Enterprises Succeed with MLOps at Scale: David Alsabery | Western Regional Director | Iguazio To remain competitive in the current environment it's essential that businesses have a strong foundation in MLOps.
To teach, learn, and measure the process of analysis more concretely, Lucy D'Agostino McGowan, Roger D. Peng, and Stephanie C. Hicks explain their work in the Journal of Computational and Graphical Statistics:
Tapping into the pulse of marketing with data visualization
Chances are you've heard the phrase "a picture is worth a thousand words."What you may not know is that depending on the context, this can be somewhat of a misleading statement.
How we designed an accessible color palette from scratch
We knew that, although meticulously crafted, our current 7-color design system (in other words, our secondary branding colors) was very limiting and not suited for all use cases.
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To do so, we simply followed a rainbow curve from red to pink to find as many categories as we needed and to work on the harmony of it.
There are several notable WordPress plugins that just about every web professional knows about.They have a large following and tend to be market leaders in their niche.
Five Tips for Telling a Compelling Data Story - DATAVERSITY
Running a business is impossible without data.Data clarifies the facts, revealing insights that help everyone from top executives to front-line employees make better decisions.