Storytelling with Data

Storytelling with Data
Author: Cole Nussbaumer Knaflic
Publsiher: John Wiley & Sons
Total Pages: 288
Release: 2015-10-09
ISBN 10: 1119002265
ISBN 13: 9781119002260
Language: EN, FR, DE, ES & NL

Storytelling with Data Book Review:

Don't simply show your data—tell a story with it! Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples—ready for immediate application to your next graph or presentation. Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to: Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data—Storytelling with Data will give you the skills and power to tell it!

Storytelling with Data

Storytelling with Data
Author: Cole Nussbaumer Knaflic
Publsiher: John Wiley & Sons
Total Pages: 384
Release: 2015-10-26
ISBN 10: 1119002257
ISBN 13: 9781119002253
Language: EN, FR, DE, ES & NL

Storytelling with Data Book Review:

Don't simply show your data—tell a story with it! Storytelling with Data teaches you the fundamentals of data visualization and how to communicate effectively with data. You'll discover the power of storytelling and the way to make data a pivotal point in your story. The lessons in this illuminative text are grounded in theory, but made accessible through numerous real-world examples—ready for immediate application to your next graph or presentation. Storytelling is not an inherent skill, especially when it comes to data visualization, and the tools at our disposal don't make it any easier. This book demonstrates how to go beyond conventional tools to reach the root of your data, and how to use your data to create an engaging, informative, compelling story. Specifically, you'll learn how to: Understand the importance of context and audience Determine the appropriate type of graph for your situation Recognize and eliminate the clutter clouding your information Direct your audience's attention to the most important parts of your data Think like a designer and utilize concepts of design in data visualization Leverage the power of storytelling to help your message resonate with your audience Together, the lessons in this book will help you turn your data into high impact visual stories that stick with your audience. Rid your world of ineffective graphs, one exploding 3D pie chart at a time. There is a story in your data—Storytelling with Data will give you the skills and power to tell it!

Storytelling with Data

Storytelling with Data
Author: Cole Nussbaumer Knaflic
Publsiher: John Wiley & Sons
Total Pages: 448
Release: 2019-10-22
ISBN 10: 1119621496
ISBN 13: 9781119621492
Language: EN, FR, DE, ES & NL

Storytelling with Data Book Review:

Influence action through data! This is not a book. It is a one-of-a-kind immersive learning experience through which you can become—or teach others to be—a powerful data storyteller. Let’s practice! helps you build confidence and credibility to create graphs and visualizations that make sense and weave them into action-inspiring stories. Expanding upon best seller storytelling with data’s foundational lessons, Let’s practice! delivers fresh content, a plethora of new examples, and over 100 hands-on exercises. Author and data storytelling maven Cole Nussbaumer Knaflic guides you along the path to hone core skills and become a well-practiced data communicator. Each chapter includes: ● Practice with Cole: exercises based on real-world examples first posed for you to consider and solve, followed by detailed step-by-step illustration and explanation ● Practice on your own: thought-provoking questions and even more exercises to be assigned or worked through individually, without prescribed solutions ● Practice at work: practical guidance and hands-on exercises for applying storytelling with data lessons on the job, including instruction on when and how to solicit useful feedback and refine for greater impact The lessons and exercises found within this comprehensive guide will empower you to master—or develop in others—data storytelling skills and transition your work from acceptable to exceptional. By investing in these skills for ourselves and our teams, we can all tell inspiring and influential data stories!

Visual Data Storytelling with Tableau

Visual Data Storytelling with Tableau
Author: Lindy Ryan
Publsiher: Addison-Wesley Professional
Total Pages: 99998
Release: 2018-04-20
ISBN 10: 0134702271
ISBN 13: 9780134702278
Language: EN, FR, DE, ES & NL

Visual Data Storytelling with Tableau Book Review:

Tell Insightful, Actionable Business Stories with Tableau, the World’s Leading Data Visualization Tool! Visual Data Storytelling with Tableau brings together knowledge, context, and hands-on skills for telling powerful, actionable data stories with Tableau. This full-color guide shows how to organize data and structure analysis with storytelling in mind, embrace exploration and visual discovery, and articulate findings with rich data, carefully curated visualizations, and skillfully crafted narrative. You don’t need any visualization experience. Each chapter illuminates key aspects of design practice and data visualization, and guides you step-by-step through applying them in Tableau. Through realistic examples and classroom-tested exercises, Professor Lindy Ryan helps you use Tableau to analyze data, visualize it, and help people connect more intuitively and emotionally with it. Whether you’re an analyst, executive, student, instructor, or journalist, you won’t just master the tools: you’ll learn to craft data stories that make an immediate impact--and inspire action. Learn how to: • Craft more powerful stories by blending data science, genre, and visual design • Ask the right questions upfront to plan data collection and analysis • Build storyboards and choose charts based on your message and audience • Direct audience attention to the points that matter most • Showcase your data stories in high-impact presentations • Integrate Tableau storytelling throughout your business communication • Explore case studies that show what to do--and what not to do • Discover visualization best practices, tricks, and hacks you can use with any tool • Includes coverage up through Tableau 10

The Power of Data Storytelling

The Power of Data Storytelling
Author: Sejal Vora
Publsiher: SAGE Publications India
Total Pages: 248
Release: 2019-05-29
ISBN 10: 9353282918
ISBN 13: 9789353282912
Language: EN, FR, DE, ES & NL

The Power of Data Storytelling Book Review:

The first-of-its-kind book on data story telling set in the Indian context by an Indian author. The Power of Data Storytelling is a book that aims to solve the classic dilemma of—How do I make company data interesting and present it in the form of a great data story for today’s time-crunched professionals. The book focuses on various methods of converting dry facts and figures into interesting characters, events and relaying them in the form of a story to enable company’s decision-making. The book covers all data story related aspects—art of storytelling, building, writing and visualizing. The book reflects practical corporate examples from varied fields and how data storytelling enabled the decision-making process. It does not require knowledge of sophisticated tools and introduces new, simple and application-oriented methods at every stage to take data storytelling forward. The book has wide application across industries and organizations with data sets that are big and small. It has explanatory written and visual examples at every discussion which makes it less theoretical and more practically applicable.

Effective Data Storytelling

Effective Data Storytelling
Author: Brent Dykes
Publsiher: John Wiley & Sons
Total Pages: 336
Release: 2019-12-10
ISBN 10: 1119615720
ISBN 13: 9781119615729
Language: EN, FR, DE, ES & NL

Effective Data Storytelling Book Review:

Master the art and science of data storytelling—with frameworks and techniques to help you craft compelling stories with data. The ability to effectively communicate with data is no longer a luxury in today’s economy; it is a necessity. Transforming data into visual communication is only one part of the picture. It is equally important to engage your audience with a narrative—to tell a story with the numbers. Effective Data Storytelling will teach you the essential skills necessary to communicate your insights through persuasive and memorable data stories. Narratives are more powerful than raw statistics, more enduring than pretty charts. When done correctly, data stories can influence decisions and drive change. Most other books focus only on data visualization while neglecting the powerful narrative and psychological aspects of telling stories with data. Author Brent Dykes shows you how to take the three central elements of data storytelling—data, narrative, and visuals—and combine them for maximum effectiveness. Taking a comprehensive look at all the elements of data storytelling, this unique book will enable you to: Transform your insights and data visualizations into appealing, impactful data stories Learn the fundamental elements of a data story and key audience drivers Understand the differences between how the brain processes facts and narrative Structure your findings as a data narrative, using a four-step storyboarding process Incorporate the seven essential principles of better visual storytelling into your work Avoid common data storytelling mistakes by learning from historical and modern examples Effective Data Storytelling: How to Drive Change with Data, Narrative and Visuals is a must-have resource for anyone who communicates regularly with data, including business professionals, analysts, marketers, salespeople, financial managers, and educators.

Practical SQL

Practical SQL
Author: Anthony DeBarros
Publsiher: No Starch Press
Total Pages: 392
Release: 2018-05-01
ISBN 10: 1593278454
ISBN 13: 9781593278458
Language: EN, FR, DE, ES & NL

Practical SQL Book Review:

Practical SQL is an approachable and fast-paced guide to SQL (Structured Query Language), the standard programming language for defining, organizing, and exploring data in relational databases. The book focuses on using SQL to find the story your data tells, with the popular open-source database PostgreSQL and the pgAdmin interface as its primary tools. You’ll first cover the fundamentals of databases and the SQL language, then build skills by analyzing data from the U.S. Census and other federal and state government agencies. With exercises and real-world examples in each chapter, this book will teach even those who have never programmed before all the tools necessary to build powerful databases and access information quickly and efficiently. You’ll learn how to: - Create databases and related tables using your own data - Define the right data types for your information - Aggregate, sort, and filter data to find patterns - Use basic math and advanced statistical functions - Identify errors in data and clean them up - Import and export data using delimited text files - Write queries for geographic information systems (GIS) - Create advanced queries and automate tasks Learning SQL doesn’t have to be dry and complicated. Practical SQL delivers clear examples with an easy-to-follow approach to teach you the tools you need to build and manage your own databases. This book uses PostgreSQL, but the SQL syntax is applicable to many database applications, including Microsoft SQL Server and MySQL.

Data Driven Storytelling

Data Driven Storytelling
Author: Nathalie Henry Riche,Christophe Hurter,Nicholas Diakopoulos,Sheelagh Carpendale
Publsiher: CRC Press
Total Pages: 296
Release: 2018-03-28
ISBN 10: 1315281554
ISBN 13: 9781315281551
Language: EN, FR, DE, ES & NL

Data Driven Storytelling Book Review:

This book presents an accessible introduction to data-driven storytelling. Resulting from unique discussions between data visualization researchers and data journalists, it offers an integrated definition of the topic, presents vivid examples and patterns for data storytelling, and calls out key challenges and new opportunities for researchers and practitioners.

Introduction to Data Visualization and Storytelling

Introduction to Data Visualization and Storytelling
Author: Jose Berengueres
Publsiher: Independently Published
Total Pages: 99
Release: 2019-07-28
ISBN 10: 9781085827836
ISBN 13: 1085827836
Language: EN, FR, DE, ES & NL

Introduction to Data Visualization and Storytelling Book Review:

An introduction to data visualization and data storytelling. This book explains (visually) the fundamental principles of a meaningful chart making at high level. No coding or statistics skills required. Audience: data visualization students, senior data scientists, prescriptive analytics consultants. Written by a design thinking professor and multiple-times awarded kaggle master, this book hits the sweet spot between abstraction and detail.

The Data Storytelling Workbook

The Data Storytelling Workbook
Author: Anna Feigenbaum,Aria Alamalhodaei
Publsiher: Routledge
Total Pages: 247
Release: 2020-03-17
ISBN 10: 1351684701
ISBN 13: 9781351684705
Language: EN, FR, DE, ES & NL

The Data Storytelling Workbook Book Review:

From tracking down information to symbolising human experiences, this book is your guide to telling more effective, empathetic and evidence-based data stories. Drawing on cross-disciplinary research and first-hand accounts of projects ranging from public health to housing justice, The Data Storytelling Workbook introduces key concepts, challenges and problem-solving strategies in the emerging field of data storytelling. Filled with practical exercises and activities, the workbook offers interactive training materials that can be used for teaching and professional development. By approaching both ‘data’ and ‘storytelling’ in a broad sense, the book combines theory and practice around real-world data storytelling scenarios, offering critical reflection alongside practical and creative solutions to challenges in the data storytelling process, from tracking down hard to find information, to the ethics of visualising difficult subjects like death and human rights.

The Big Book of Dashboards

The Big Book of Dashboards
Author: Steve Wexler,Jeffrey Shaffer,Andy Cotgreave
Publsiher: John Wiley & Sons
Total Pages: 448
Release: 2017-04-24
ISBN 10: 1119282780
ISBN 13: 9781119282785
Language: EN, FR, DE, ES & NL

The Big Book of Dashboards Book Review:

The definitive reference book with real-world solutions you won't find anywhere else The Big Book of Dashboards presents a comprehensive reference for those tasked with building or overseeing the development of business dashboards. Comprising dozens of examples that address different industries and departments (healthcare, transportation, finance, human resources, marketing, customer service, sports, etc.) and different platforms (print, desktop, tablet, smartphone, and conference room display) The Big Book of Dashboards is the only book that matches great dashboards with real-world business scenarios. By organizing the book based on these scenarios and offering practical and effective visualization examples, The Big Book of Dashboards will be the trusted resource that you open when you need to build an effective business dashboard. In addition to the scenarios there's an entire section of the book that is devoted to addressing many practical and psychological factors you will encounter in your work. It's great to have theory and evidenced-based research at your disposal, but what will you do when somebody asks you to make your dashboard 'cooler' by adding packed bubbles and donut charts? The expert authors have a combined 30-plus years of hands-on experience helping people in hundreds of organizations build effective visualizations. They have fought many 'best practices' battles and having endured bring an uncommon empathy to help you, the reader of this book, survive and thrive in the data visualization world. A well-designed dashboard can point out risks, opportunities, and more; but common challenges and misconceptions can make your dashboard useless at best, and misleading at worst. The Big Book of Dashboards gives you the tools, guidance, and models you need to produce great dashboards that inform, enlighten, and engage.

Storytelling with Data in Healthcare

Storytelling with Data in Healthcare
Author: Kevin Masick,Eric Bouillon
Publsiher: Routledge
Total Pages: 208
Release: 2020-11-30
ISBN 10: 9780367898779
ISBN 13: 0367898772
Language: EN, FR, DE, ES & NL

Storytelling with Data in Healthcare Book Review:

With the constant evolution of change in healthcare from both a technology and governmental perspective, it is imperative to take a step back and view the big picture. Relying on hunches or beliefs is no longer sustainable, so avoid jumping to conclusions and making decisions without thoroughly understanding the statistics being analyzed. The triple aim of statistics is a conceptual model laying the foundation for improving healthcare outcomes through statistics. This foundation is: know your numbers; develop behavioral interventions; and set goals to drive change. With the availability of electronic data sources, the quantity and quality of data have grown exponentially to the point of information overload. Translating all this data into words that tell a meaningful story is overwhelming. This book takes the reader on a journey that navigates through this data to tell a story that everyone can understand and use to drive improvement. Readers will learn to tell a narrative story based on data, to develop creative, innovative and effective solutions to improve processes and outcomes utilizing the authors' tools. Topics include mortality and readmission, patient experience, patient safety survey, governmental initiatives, CMS Star Rating and Hospital Compare. Storytelling with Data in Healthcare combines methodology and statistics in the same course material, making it coherent and easier to put into practice. It uses storytelling as a tool for knowledge acquisition and retention and will be valuable for courses in nursing schools, medical schools, pharmacy schools or any healthcare profession that has a research design or statistics course offered to students. The book will be of interest to researchers, academics, healthcare professionals, and students in the fields of healthcare management and operations as well as statistics and data visualization.

Digital Investigative Journalism

Digital Investigative Journalism
Author: Oliver Hahn,Florian Stalph
Publsiher: Springer
Total Pages: 267
Release: 2018-12-28
ISBN 10: 3319972839
ISBN 13: 9783319972831
Language: EN, FR, DE, ES & NL

Digital Investigative Journalism Book Review:

In the post-digital era, investigative journalism around the world faces a revolutionary shift in the way information is gathered and interpreted. Reporters in the field are confronted with data sources, new logics of information dissemination, and a flood of disinformation. Investigative journalists are working with programmers, designers and scientists to develop innovative tools and hands-on approaches that assist them in disclosing the misuse of power and uncovering injustice. This volume provides an overview of the most sophisticated techniques of digital investigative journalism: data and computational journalism, which investigates stories hidden in numbers; immersive journalism, which digs into virtual reality; drone journalism, which conquers hitherto inaccessible territories; visual and interactive journalism, which reforms storytelling with images and audience perspectives; and digital forensics and visual analytics, which help to authenticate digital content and identify sources in order to detect manipulation. All these techniques are discussed against the backdrop of international political scenarios and globally networked societies. This edited volume, written by renowned international media practitioners and scholars, is full of illuminating insights into digital investigative journalism and addresses professional journalists, journalism researchers and students.

Multimedia Storytelling for Digital Communicators in a Multiplatform World

Multimedia Storytelling for Digital Communicators in a Multiplatform World
Author: Seth Gitner
Publsiher: Routledge
Total Pages: 406
Release: 2015-07-03
ISBN 10: 1317517962
ISBN 13: 9781317517962
Language: EN, FR, DE, ES & NL

Multimedia Storytelling for Digital Communicators in a Multiplatform World Book Review:

Multimedia Storytelling for Digital Communicators in a Multiplatform World is a unique guide for all students who need to master visual communication through multiple media and platforms. Every communication field now requires students to be fluent in visual storytelling skill sets, and as the present-day media adapt to a multiplatform world (with ever-increasing delivery systems from desktops to cell phones), students specializing in different forms of communication are discovering the power of merging new multimedia technology with very old and deep-rooted storytelling concepts. Award-winning journalist and multimedia professor Seth Gitner provides students with the tools for successfully realizing this merger, from understanding conflict, characters, and plot development to conducting successful interviews, editing video in post-production, and even sourcing royalty-free music and sound effects. Incorporating how-to’s on everything from website and social media optimization to screenwriting, Multimedia Storytelling aims to be a resource for any student who needs to think and create visually, in fields across broadcast and digital journalism, film, photography, advertising, and public relations. The book also includes a range of supplemental material, including wide-ranging skills exercises for each chapter, interviews with seasoned professionals, key terms, and review questions.

Twitter Data Analytics

Twitter Data Analytics
Author: Shamanth Kumar,Fred Morstatter,Huan Liu
Publsiher: Springer Science & Business Media
Total Pages: 77
Release: 2013-11-11
ISBN 10: 1461493722
ISBN 13: 9781461493723
Language: EN, FR, DE, ES & NL

Twitter Data Analytics Book Review:

This brief provides methods for harnessing Twitter data to discover solutions to complex inquiries. The brief introduces the process of collecting data through Twitter’s APIs and offers strategies for curating large datasets. The text gives examples of Twitter data with real-world examples, the present challenges and complexities of building visual analytic tools, and the best strategies to address these issues. Examples demonstrate how powerful measures can be computed using various Twitter data sources. Due to its openness in sharing data, Twitter is a prime example of social media in which researchers can verify their hypotheses, and practitioners can mine interesting patterns and build their own applications. This brief is designed to provide researchers, practitioners, project managers, as well as graduate students with an entry point to jump start their Twitter endeavors. It also serves as a convenient reference for readers seasoned in Twitter data analysis.

Social Media Mining

Social Media Mining
Author: Reza Zafarani,Mohammad Ali Abbasi,Huan Liu
Publsiher: Cambridge University Press
Total Pages: 320
Release: 2014-04-28
ISBN 10: 1107018854
ISBN 13: 9781107018853
Language: EN, FR, DE, ES & NL

Social Media Mining Book Review:

Integrates social media, social network analysis, and data mining to provide an understanding of the potentials of social media mining.

Introduction to Data Science

Introduction to Data Science
Author: Rafael A. Irizarry
Publsiher: CRC Press
Total Pages: 713
Release: 2019-11-20
ISBN 10: 1000708039
ISBN 13: 9781000708035
Language: EN, FR, DE, ES & NL

Introduction to Data Science Book Review:

Introduction to Data Science: Data Analysis and Prediction Algorithms with R introduces concepts and skills that can help you tackle real-world data analysis challenges. It covers concepts from probability, statistical inference, linear regression, and machine learning. It also helps you develop skills such as R programming, data wrangling, data visualization, predictive algorithm building, file organization with UNIX/Linux shell, version control with Git and GitHub, and reproducible document preparation. This book is a textbook for a first course in data science. No previous knowledge of R is necessary, although some experience with programming may be helpful. The book is divided into six parts: R, data visualization, statistics with R, data wrangling, machine learning, and productivity tools. Each part has several chapters meant to be presented as one lecture. The author uses motivating case studies that realistically mimic a data scientist’s experience. He starts by asking specific questions and answers these through data analysis so concepts are learned as a means to answering the questions. Examples of the case studies included are: US murder rates by state, self-reported student heights, trends in world health and economics, the impact of vaccines on infectious disease rates, the financial crisis of 2007-2008, election forecasting, building a baseball team, image processing of hand-written digits, and movie recommendation systems. The statistical concepts used to answer the case study questions are only briefly introduced, so complementing with a probability and statistics textbook is highly recommended for in-depth understanding of these concepts. If you read and understand the chapters and complete the exercises, you will be prepared to learn the more advanced concepts and skills needed to become an expert.

The User s Journey

The User s Journey
Author: Donna Lichaw
Publsiher: Rosenfeld Media
Total Pages: 160
Release: 2016-03-22
ISBN 10: 1933820365
ISBN 13: 9781933820361
Language: EN, FR, DE, ES & NL

The User s Journey Book Review:

Like a good story, successful design is a series of engaging moments structured over time. The User’s Journey will show you how, when, and why to use narrative structure, technique, and principles to ideate, craft, and test a cohesive vision for an engaging outcome. See how a “story first” approach can transform your product, feature, landing page, flow, campaign, content, or product strategy.

Brand Storytelling

Brand Storytelling
Author: Miri Rodriguez
Publsiher: Kogan Page Publishers
Total Pages: 232
Release: 2020-03-03
ISBN 10: 0749490535
ISBN 13: 9780749490539
Language: EN, FR, DE, ES & NL

Brand Storytelling Book Review:

WINNER: NYC Big Book Award 2020 - Sales and Marketing category WINNER: The Stevie Awards 2020 - 'Book of the Year' Silver award, Women in Business category Written by the award-winning storyteller Miri Rodriguez at Microsoft, this actionable guide goes beyond content strategy and, instead, demonstrates how to leverage brand storytelling in the marketing mix to strengthen brand engagement and achieve long-term growth, with advice from brands like Expedia, Coca Cola, McDonalds, Adobe and Google. Despite understanding essential storytelling techniques, brands continue to explain how their product or service can help the customer, rather than showcasing how the customer's life has changed as a result of them. Brand Storytelling gets back to the heart of brand loyalty, consumer behaviour and engagement as a business strategy: using storytelling to trigger the emotions that humans are driven by. It provides a step by step guide to assess, dismantle, and rebuild a brand story, shifting the brand from a 'hero' to 'sidekick' mentality, and positioning the customer as a key influencer to motivate the audience. Simplifying where to begin, how to benchmark success and ensure a consistent brand voice throughout every department, this book clearly shows how readers can align an emotive connection with the customer's personal values, experiences and aspirations, and how that will enable brand leaders, employees and influencers to celebrate and strengthen brand engagement for the long-term, rather than simply trying to win it. Clarifying why machine-learning, AI and automation only tell one side of the story, this book will inspire you with cutting edge interviews and case studies from leading brands like Expedia, Coca Cola, McDonalds, Adobe and Google, to tap into authentic brand loyalty and human connection.

Data Visualization with Python and JavaScript

Data Visualization with Python and JavaScript
Author: Kyran Dale
Publsiher: "O'Reilly Media, Inc."
Total Pages: 592
Release: 2016-06-30
ISBN 10: 1491920548
ISBN 13: 9781491920541
Language: EN, FR, DE, ES & NL

Data Visualization with Python and JavaScript Book Review:

Learn how to turn raw data into rich, interactive web visualizations with the powerful combination of Python and JavaScript. With this hands-on guide, author Kyran Dale teaches you how build a basic dataviz toolchain with best-of-breed Python and JavaScript libraries—including Scrapy, Matplotlib, Pandas, Flask, and D3—for crafting engaging, browser-based visualizations. As a working example, throughout the book Dale walks you through transforming Wikipedia’s table-based list of Nobel Prize winners into an interactive visualization. You’ll examine steps along the entire toolchain, from scraping, cleaning, exploring, and delivering data to building the visualization with JavaScript’s D3 library. If you’re ready to create your own web-based data visualizations—and know either Python or JavaScript— this is the book for you. Learn how to manipulate data with Python Understand the commonalities between Python and JavaScript Extract information from websites by using Python’s web-scraping tools, BeautifulSoup and Scrapy Clean and explore data with Python’s Pandas, Matplotlib, and Numpy libraries Serve data and create RESTful web APIs with Python’s Flask framework Create engaging, interactive web visualizations with JavaScript’s D3 library