Part 1 How to Make Charts Like the Pros. Part 2 How to Find Stories Using Visualization. Kaiser Fung July 15, 2014

Similar documents
Alan Eldridge and Tara Walker. Understanding Level of Detail Expressions

Data Visualization Handbook

and BI Services Overview CONTACT W: E: M: +385 (91) A: Lastovska 23, Zagreb, Croatia

Diagrams and Graphs of Statistical Data

CHAPTER TWELVE TABLES, CHARTS, AND GRAPHS

Tot Rep Dem Ind Men Wom

Data Visualization Best Practice. Sophie Sparkes Data Analyst

HOW TO USE DATA VISUALIZATION TO WIN OVER YOUR AUDIENCE

Microsoft Excel 2010 Pivot Tables

Information Literacy Program

Visualizing Survey Data

How To: Analyse & Present Data

Managing Effective Brand Relationships. friend is someone you can rely on, truly enjoy being around, and depend on even when

Lecture 2: Descriptive Statistics and Exploratory Data Analysis

Part 2: Data Visualization How to communicate complex ideas with simple, efficient and accurate data graphics

How To Create A Data Visualization

visualization pitfalls (and how to avoid them)

Good Scientific Visualization Practices + Python

Examples of Data Representation using Tables, Graphs and Charts

The 5 Most Influential Data Visualizations of All Time

Dealing with Data in Excel 2010

The Do s and Don ts of Data Visualization

MICROSOFT EXCEL 2010 ANALYZE DATA

Best Practices. Create a Better VoC Report. Three Data Visualization Techniques to Get Your Reports Noticed

TIBCO Spotfire Business Author Essentials Quick Reference Guide. Table of contents:

CHRISTIE, CLINTON TIED IN 2016 WHITE HOUSE RACE, QUINNIPIAC UNIVERSITY NATIONAL POLL FINDS; DEMS LOSE 9-POINT EDGE TO TIE GOP IN 2014 HOUSE RACES

Getting started in Excel

Introduction Course in SPSS - Evening 1

Choosing a successful structure for your visualization

Best Practices for Dashboard Design with SAP BusinessObjects Design Studio

CLINTON TOPS FLORIDA FAVORITE SONS IN 2016 RACE, QUINNIPIAC UNIVERSITY POLL FINDS; 91% BACK UNIVERSAL GUN BACKGROUND CHECKS

Data visualisation. Statistics Methods (201209) Statistics Netherlands. The Hague/Heerlen, 2012

Data Visualization. Scientific Principles, Design Choices and Implementation in LabKey. Cory Nathe Software Engineer, LabKey

SUN PRAIRIE AREA SCHOOL DISTRICT COURSE POWER STANDARDS. Curriculum Area: Art Course Length: Semester

Intermediate PowerPoint

Numbers as pictures: Examples of data visualization from the Business Employment Dynamics program. October 2009

MARS STUDENT IMAGING PROJECT

MetroBoston DataCommon Training

Data Visualization Basics for Students

WHAT IS A SITE MAP. Types of Site Maps. vertical. horizontal. A site map (or sitemap) is a

Exploring All of Your Options

CREATING EXCEL PIVOT TABLES AND PIVOT CHARTS FOR LIBRARY QUESTIONNAIRE RESULTS

DATA VISUALIZATION 101: HOW TO DESIGN CHARTS AND GRAPHS

Tableau Data Visualization Cookbook

Roadnet. Performance Dashboard. Information That Powers Your Business

Effective Visualization Techniques for Data Discovery and Analysis

A full spectrum of analytics you can get yourself

SkySpark Tools for Visualizing and Understanding Your Data

CONTINUOUS IMPROVEMENT EXERCISE L. Leslie Gardner, Ph.D., Assistant Professor School of Business University of Indianapolis

Best Practices in Data Visualizations. Vihao Pham January 29, 2014

Publishing Stories to Lumira Cloud

Best Practices in Data Visualizations. Vihao Pham 2014

1.3 Measuring Center & Spread, The Five Number Summary & Boxplots. Describing Quantitative Data with Numbers

Comprehensive Guide to Marketing Like Starbucks

Information visualization examples

SANDERS GAINS ON CLINTON IN IOWA DEM CAUCUS, QUINNIPIAC UNIVERSITY POLL FINDS; DEMS SAY 4-1 CLINTON IS HONEST

Data Visualization: Some Basics

Business Objects Enterprise version 4.1. Report Viewing

Principles of Data Visualization for Exploratory Data Analysis. Renee M. P. Teate. SYS 6023 Cognitive Systems Engineering April 28, 2015

SalesLogix Advanced Analytics

Data Visualization Developments at the IMF

What s new in SAP Dashboards 4.0 and 4.1. Sandy Brotje Harris Corporation, Healthcare Solutions SESSION CODE: 0709

Formulas, Functions and Charts

JavaScript and jquery for Data Analysis and Visualization

Heat Map Explorer Getting Started Guide

Advanced Microsoft Excel 2010

Visualizing the Top 400 Universities

Common Mistakes in Data Presentation Stephen Few September 4, 2004

The Very Best Way We Know to Play the Exacta

Visualization Quick Guide

THE DOCTOR IS IN AS CARSON TIES TRUMP IN GOP RACE, QUINNIPIAC UNIVERSITY NATIONAL POLL FINDS; CARSON TOPS CLINTON BY 10 POINTS IN GENERAL ELECTION

branding guide for tax pros

Excel Math Project for 8th Grade Identifying Patterns

The Turning of JMP Software into a Semiconductor Analysis Software Product:

Improving the Performance of Data Mining Models with Data Preparation Using SAS Enterprise Miner Ricardo Galante, SAS Institute Brasil, São Paulo, SP

STATS8: Introduction to Biostatistics. Data Exploration. Babak Shahbaba Department of Statistics, UCI

Network VisualizationS

CSU, Fresno - Institutional Research, Assessment and Planning - Dmitri Rogulkin

Using visualization to understand big data

University of Southern California Marshall Information Services

1 Copyright 2011, Oracle and/or its affiliates. All rights reserved.

STC: Descriptive Statistics in Excel Running Descriptive and Correlational Analysis in Excel 2013

Social Media Case Study: A Look at API s Vote 4 Energy Campaign

03 The full syllabus. 03 The full syllabus continued. For more information visit PAPER C03 FUNDAMENTALS OF BUSINESS MATHEMATICS

Florida Poll Results Trump 47%, Clinton 42% (Others 3%, 8% undecided) Rubio re-elect: 38-39% (22% undecided)

Topline Report: Ohio Election Poll Baldwin Wallace University CRI HOLD FOR RELEASE 6:00 a.m., February 24, 2016

Foundation of Quantitative Data Analysis

Scatter Plots with Error Bars

Visibility optimization for data visualization: A Survey of Issues and Techniques

TABLEAU COURSE CONTENT. Presented By 3S Business Corporation Inc Call us at : Mail us at : info@3sbc.com

Transcription:

Part 1 How to Make Charts Like the Pros Part 2 How to Find Stories Using Visualization Kaiser Fung July 15, 2014

Professional Sketches Subjective Critical Theory

Some Standard Data Visualization Reference Books

The Power of Visualization Dialect Maps Gapminder World Happiness Report DSL Speeds Syria Authorization Votes Beer Map of USA Scariest Jobs Chart Ever Big-Buck Pitchers http://junkcharts.typepad.com/junk_charts/2005/11/review_gapminde_1.html http://junkcharts.typepad.com/junk_charts/2014/05/how-effective-visualizationbrings-data-alive.html http://junkcharts.typepad.com/junk_charts/2012/04/a-matter-ofcompactness.html http://junkcharts.typepad.com/junk_charts/2014/06/getting-the-basics-right-ishalf-the-battle.html http://junkcharts.typepad.com/junk_charts/2013/09/seats-half-full-or-halfempty.html http://junkcharts.typepad.com/junk_charts/2013/10/deconstructing-the-map-ofbeers.html http://junkcharts.typepad.com/junk_charts/2013/02/remaking-a-greatchart.html http://junkcharts.typepad.com/junk_charts/2006/07/enigma_of_the_b.html

Mislead Misinform Language for Describing Bad Data Viz Additional Examples: Extreme temperatures in the West/Midwest: http:// junkcharts.typepad.com/junk_charts/2005/07/another_heatwav.html American Time Use Survey: http://junkcharts.typepad.com/ junk_charts/2014/06/respect-the-readers-time.html Confuse Disorient

Beautiful Insightful Fun Language for Describing Good Data Viz What are the Secrets? Effective Clear

Language to describe what you like Make it Thick: data ink Make it Sufficient Make it Easy Make it Scream: the lede Speak Directly Consider knowledge in the head Use hierarchy of perception Make it Whole Make it Interactive* Additional Examples: Whistle-blower bubbles: http://junkcharts.typepad.com/ junk_charts/2013/03/blowing-the-whistle-at-bubble-charts.html South Korea liquor map: http://junkcharts.typepad.com/ junk_charts/2014/02/small-multiples-with-simple-axes.html I Don t Scream : http://junkcharts.typepad.com/ junk_charts/2010/01/definitely-not-working.html Florida gun deaths: http://junkcharts.typepad.com/ junk_charts/2014/04/conventions-novelty-and-the-doubleedge.html Arctic Death Spiral: http://junkcharts.typepad.com/ junk_charts/2014/04/an-overused-chart-why-it-fails-and-howto-fix-it.html Boston Subway System: http://junkcharts.typepad.com/ junk_charts/2014/06/a-great-visual-of-complicatedschedules.html

The Hierarchy of Perception Bill Cleveland

Data Visualization Blogroll Junk Charts The Functional Art Naomi Robbins Flowing Data NYT Graphics ChartsNThings Infoesthetics Information is Beautiful WTFViz TheWhyAxis.Info

Part 2 How to Find Stories Using Visualization Kaiser Fung July 15, 2014

Traditional research on dataviz focuses narrowly on visual representation, and rules of thumb But this is not enough.

Hillary (65/29) Barack (52/44) Favorable / Unfavorable Ratings, Ranked by Favorability This chart answers an important question around election time Dem. (48/43) Rep. (43/48) GW Bush(39/57) Tea Party (37/41) And it has a standard form Palin (33/57) Pelosi (31/48) Boehner (30/22) 0 20 40 60% But it hides missing data Daily Kos

All 311 Calls in NYC During 24 Hours This project makes use of Big Data/Open Data And a lot of people love the visual form But what is its purpose? Wired

This is an amazingly wellexecuted scatter plot And it raises an engaging question But the data and analysis fail to provide useful answers New York Times

Q D V

Use Visualization to Find Compelling Stories Before Creating Data Visualization

Where are the US s Millionaires? Tabulate Transform to Rank Transform column Transform to Share Formulas On-the-fly Formula Bivariate analysis Value Color Binning Legend Color Map with Color Row/Col Labels Row/Col Labels Value Color

What happened to Arctic ice volume? Transform Days to Tranform Months to Seasonality analysis Months Season Color coding Value ordering Wrap Boxplot Value color

Raw data rarely make good charts Upfront analysis and thinking is crucial Visualization tools help explore data and make sketches efficiently Use Trifecta Checkup as your guide

Kaiser Fung http://kaiserfung.com Twitter @junkcharts Blog junkcharts.typepad.com Inquiries: kaiserdatamatter@gmail.com Coming this Fall: The Art of Data Visualization Chart-making workshop, NYU SCPS