Knowledge Is Beautiful sampler
David McCandless hello
Welcome to this sampler of my latest infographic book.
I love ideas, truth & beauty. I love to understand the world. So both tomes are full to the brim with data-visualizations & information designs driven by my own questions and ignorance. They free-range across science, nature, thought, food, pop - anything strange and interesting.
I was out to sate my thirst for knowledge with this book. I hope you find some of these graphics rich and complex enough to sate yours.
David McCandless Sep 2016 awarness mind intellect group mind
structured linked inter-connected TYPE data data information information knowledge knowledge
ART VISUALISATION DESIGN MAPPING
PROCESS mine examine filter connect evaluate integrate gather recognise interpret sequence understand extrapolate measure classify arrange condense explain generate
METAPHOR atoms molecules DNA chromosomes cells organisms Simple
Birth-defect chances Child Killers Child Murderers Times Tables Times Risky business Main causes of death Who does it? Error rate
10% 60%
Friend / other Disease Homicide Parent / step-parent Stranger relative 12 PARENTS RISK ODDS 1 IN XX 82 3 60 15 2 11 Unrelated 2.4% 41 10
Father over 40 2.6% 36 9
Father over 50 2.8% 38 8
7 Mother over 34 3.7% 27
Distant blood 6 relatives 5.3% 19 5 First cousins 6.1% 16 4 CUMULATIVE RISK Older first cousins 3 (he 51, she 38) 11.4% 9 12 1 23 Accidents Suicide Unknown 2
1 sources: The Lancet, Sheridan et al (2013), Yang et al (2007) source: US Centers for Disease Control and Prevention, US Data (2010) source: UK Office of National Statistics, 2011–12. Warning: small sample size 1 2 3 4 5 6 7 8 9 10 11 12 source: private study by Caddington School of 232 children, 5-8 years old Salt body needs 2 grams per day 5 6 1 teaspoon worldwide average intake 10 Pass the Salt
Avg bag 0.8 grams World Health Organisation 2 2.4 Most governments’ 4 Sodium of crisps intake target for 2025 current daily guideline Unprocessed food Processed food Tap water Added at the table 10% 75% 1% 10–20% sources: World Health Organisation, Institute of Food Research, Campbell et al (2012) Cost per Big Country Death Rows Total cost of death penalty for California 1978–2010 Executions execution
$1,940m $1,020m $925m Death-penalty trials Incarceration costs State appeals
Antarctica the Moon $156m Federal appeals 13 $310m
source: NASA, Google Maps source: ‘Executing the Will of the Voters’, Alarcón & Mitchell (2010)
data: bit.ly/KIB_Simple1 The Stellar Nursery
Star Exploding object (nova) ‘Exotic’ Star Black Hole-type object Galaxy object Cloud
SMALL
Young Main Brown Dwarf Planetary Protoplanetary Protostar Herbig Magnetar Pulsar Supernova Soft Gamma Extreme Gravastar Dark Dark Star Stellar Object Sequence Star Nebula Nebula Ae/Be Star Imposter Repeater Helium Star Energy Star (Dark Matter) A star in an early Stars in the Lacks the bulk to A glowing shell A glowing shell of A contraction in Young star Small, ultra-dense Highly magnetic A massive stellar Unknown object Very rare stellar A gravitational Black-hole Theoretical object stage of evolution. hydrogen-burning trigger reactions of electrified gas electrified gas a molecular cloud inside a gas- star with gigantic neutron star explosion that emitting large, entity, with almost vacuum star – replacement that may have main phase of their necessary to shine. expanding from generated as a that precedes the dust envelope. magnetic field emitting pulsed has not destroyed irregular bursts of no hydrogen, the a theoretical made from vacuum existed in the early life. Often called Often a companion a dying star. star runs out of birth of a star. spinning 100’s of beams of light like its parent sun. gamma radiation most common alternative to or maybe dark universe before dwarves. to a larger star. nuclear fuel. times per second. a lighthouse. & X-rays. element. black holes. energy. normal stars formed.
Giant Sub Giant T. Tauri Bright Giants Blue Straggler Neutron Star Dwarf Nova Luminous Stellar Bok Globule Supernova Cataclysmic Dark Star Preon Star Electroweak star Red/Blue Nova Black Hole Remnant Variable Star (Newtonian) Large hydrogen- Bright & on its way A proto-star about Somewhere in Slightly mysterious Rapidly spinning A small dwarf star Explosion caused Ultra-dense object Dense dark cloud A star in Two stars, a white An alternative Small, compact I can’t explain fusing star a few to becoming a 100 million years between giants & stars that don’t collapsed core of sucking material by the collossal formed when a of cosmic dust & mid-explosion, dwarf & a very & more stable star made of this one. It’s far too hundred times the supergiant. Rich in into its growth, supergiants, very follow the usual a massive star, from a giant star, merging of two massive star gas-like cocoons forming a close ‘donor’ star object than a theoretical complicated for radius of the Sun. metals & often before it becomes bright but not curve of star dense & made causing flares & stars. gravitationally where stars can bubble-like that feeds the traditional particles. this little box. with planets. a full star. overly massive. evolution. mostly of neutrons. belches. collapses on itself. be born. shockwave. host dwarf star. black hole.
Supergiant Hyper Giant Flare Star Peculiar Star Supernova Hypernova Pulsating / Wolf–Rayet Molecular Cloud Compact Star Micro Quasar Luminous Iron Star Quark Star Thorne–Żytkow Variable Star Star or H2 Region Blue Variable Object Biggest & brightest Short-lived but Type of flickering Stars unusually Exploding star, Massively Brightness Massive, very Large interstellar Very massive A very small Very large & Complex quantum Massive neutron Giant star with a of stars. Massive, incredibly bright star with very high in metals often briefly high-energy stellar appears to flicker bright old stars cloud & often unknown type quasar only a few unstable star effects turn light star so dense that second object, a hot & destined to & massive stars, unpredictable & such as mercury & outshining the explosion. May & fluctuate as shedding massive stellar nurseries of star at the times bigger than prone to dramatic into iron inside this the neutrons break neutron star, at its explode into shedding huge dramatic increases manganese. brightness of a create deadly seen from Earth. layers of their where stars are end of its life. the Sun. energetic outbursts. object, creating down into ‘strange core. supernovae. amounts of mass. in brightness. entire galaxy. gamma-ray bursts. mass. birthed. a metal star. matter’.
Galactic Open Star Spiral Galaxy Barred Globular Elliptical Quasar Blazar Lenticular White Supermassive Ultramassive Black Dwarf Planck Star Cluster Cluster Spiral Galaxy Cluster Galaxy Galaxy Dwarf Black Hole Black Hole Unimaginably huge Group of a few Billions of stars Common version, Spherical group Oval masses of Very energetic Very compact Old, thin galaxies The burnt-out Over 1–10,000 Even bigger – a When a white Microscopic star collections thousand stars collected in a flat, featuring a central of stars orbiting old stars without & active nucleus quasar shooting with both a bulge remains of a star million times mere 10–40,000 dwarf sufficiently residing at the of thousands of of the same age, rotating disc with bar-shaped in the outer halo discs & with of a galaxy – the two massive jets & a disk, but only once it’s used up bigger than a million times bigger cools & no longer centre of a black galaxies bound formed from the a distinctive central structure made of a galaxy. little new star brightest objects of energy from very vague spiral all its hydrogen. normal black hole. than your average emits heat or light. hole. together. same cloud. ‘bulge’. of stars. formation. in the universe. its poles. arms. black hole. MASSIVE
COMMON RARE THEORETICAL
sources: NASA, Space.com, Wikipedia
data: bit.ly/KIB_Stellar Best in Show INTELLIGENCE SIZE The ultimate data-dog dumb clever small medium large Herding Hound Non-sporting Sporting Terrier Toy Working
Inexplicably overrated Hot dog! Beagle Labrador Retriever
Shih Poodle Doberman Pinscher Tzu Dachshund Golden Retriever Miniature Schnauzer Great Dane German Shepherd Yorkshire Chihuahua Terrier Boxer public popularity popularity public Bulldog Pomeranian French Bulldog Cavalier King Siberian Shetland Rottweiler Charles Spaniel Pug German Husky Sheepdog Shorthaired Pointer English Cocker Maltese Bernese Springer Spaniel Mountain Dog Pembroke Boston Terrier Spaniel Bullmastiff Welsh Corgi Australian Shepherd Newfoundland Mastiff Rhodesian Chesapeake Bay Retriever Brittany Ridgeback West Highland White Terrier Papillon Basset Hound Bichon Frise Bull Terrier
Australian Border Collie Scottish Cattle Dog Akita Terrier Saint Bernard Bloodhound Italian Greyhound Samoyed Irish Setter Cairn Terrier Whippet Alaskan Lhasa Malamute Pekingese Apso English Cocker Staffordshire Spaniel Bull Terrier Chow Chow
Dalmatian Brussels Griffon Old English English Setter Tibetan Terrier Sheepdog Bouvier des Border Terrier Flandres Irish Wolfhound
Flat-Coated Afghan Hound Retriever
Basenji Giant Schnauzer Gordon Setter
Borzoi Tibetan Spaniel
Norfolk Terrier
Saluki Belgian Tervuren Pointer Australian Terrier Kerry Blue Terrier English Toy Briard OUR DATA SCORE Spaniel Welsh Springer Clumber Spaniel Spaniel Bedlington Terrier
Affenpinscher
intelligence longevity ailments costs grooming appetite data score Greyhound Dandie Dinmont Terrier Rightly ignored Overlooked treasures Pharaoh Hound
our data score
sources: American Kennel Club, Cassidy (2007), Canine Inherited Disorders Database, ‘The Intelligence of Dogs’, Stanley Coren
data: bit.ly/KIB_BestDogs Meditation imagine a string lightly pulling up your head
The Gist Good Posture Also Good chill man meditating is acknowledging mentally alert, and observing whatever still eyes closed / 10% open happens – pleasant or breathe naturally unpleasant – in a relaxed way. tongue on through the nose roof of mouth no ‘no thoughts’ straight the goal of meditation is spine tuck chin not to empty the mind, but shoulders relaxed, to observe the present dropped and back moment non-judgementally. chest up and out open this gives insight into how the mind really works, reducing attachment, letting us relax more deeply… microscope …transforming the mind and using it as a device to explore itself and the belly out, nature of reality. knees lower pelvis forward hands resting than hips on knees
SIT relaxed but erect comfortable
Common Hindrances Qualities of Mind Developed in elemental Eastern terms open clear warm pliant steady spacious, empty sharp, perceptive tolerant, positive receptive, flexible concentrated, centred
space air fire water earth laziness sinking drifting stray thoughts trying too hard tranquil agile confident malleable upright putting meditation fading of concentration, restless flightiness of random mental phenomena over-focussing or trying to calm, still light, quick-witted self-assured, proficient strong, workable straightforward, direct off until later dullness, sleepiness mind, creating excitement like radio interference control restricts & tightens or anxiety the mind
sources: Buddhist eLibrary, ‘Meditation’ (Wind Horse, 1999) Types of Meditation object of concentration BODY BREATH HEART MANTRA MIND
60
45 15
30 recommended practice time
meditation name concentration mindfulness attending loving kindness for self silent gratitude loving kindness for others walking alternative name focussed attention open monitoring open monitoring metta bhavana, cultivation of love visualisation metta bhavana --- Simple, condensed instructions Hold attention on a primary object, Watch your thoughts, let them come Concentrate while carefully naming Acknowledge whatever you're feeling. Imagine the face of someone you feel Picture someone you respect and love. Feel every sensation in your feet while slow on how to practise the technique usually your breath. Mentally note the and go, without reacting, judging thoughts, sensations and other mental Playfully extend loving kindness to grateful to in great detail and silently Send a stream of metta (loving kindness) walking – contact, rolling, lifting etc. upward movement of your abdomen as or holding on. processes and distractions. yourself by silently expressing feelings thank them. Repeat for 4–5 people. towards them using silent, suitable words. Add attending and name every distraction. ‘rising’, downward as ‘falling’. That’s it! like: ‘May I be happy / healthy / loved’ If a feeling of happiness arises, absorb Add ‘loving kindness’ and extend metta to etc. Maintain this flow of intention. yourself into it. everyone who appears in your view. tradition of origin Many Buddhism Buddhism Buddhism Buddhism Buddhism Buddhism
belly three-part breath breath of fire circular breathing segmented breathing 1 segmented breathing 2 balancing sensing loop kath, hara, tan t'ien long deep agni pran ------body scan, body contemplation Just focus on the sensation of the First fill the abdomen with air, then Rapid rhythmic breaths through the nose. Inhale from the base of your spine up Mouth in an ‘o’ shape. Make 8 small Focus on your brow point. Inhale deeply through the nose. Feel into the sensations in your right foot breath in the belly as it rises and falls. expand the chest, then lift ribs and collar Exhale explosively by contracting anus, to the base of your neck. Exhale down inhalations (sniffs) through the nose to Make 4 inhale sniffs, hold for a few Hold breath for 15 seconds. and then work up around each segment bone. Exhale in reverse. inhale by relaxing abdominal muscles. the back of your spine. form one breath. Exhale powerfully and seconds, exhale in 4 sniffs. Repeat. Exhale completely through the nose. of your body – lower leg, knee, thigh, hip, deeply in one go. Repeat. Hold breath for 15 seconds. Repeat. hand, arm, shoulder – in a loop.
Many Yoga Kundalini Yoga Yoga Kundalini Yoga Kundalini Yoga Kundalini Yoga Sufism
1
2
alternate breath zen microcosmic orbit transcendental mantra eating analytical --- zazen, ‘just sitting’ --- TM ------rushen, self-inquiry Block right nostril with knuckle. Take 4 Counting your breaths (1 for inhalation, Use the breath to circulate energy Silently, repeat a given, single, Chant a single, rhythmical sound-phrase Take twenty minutes to eat 3 Sit with a deep question in your mind. slow, even breaths through left nostril. 2 for exhalation) up to 10. If your mind through an oval ‘microcosmic’ orbit. rhythmical sound-phrase (mantra) (mantra) over and over again. raisins. Savour every detail: the look, ‘Who am I?’ is a good one. Explore who is Repeat on other side. wanders, gently go back to 1. Start at the throat, end at the forehead. over and over again. Examples: ‘Haum Mani-Padme-Om’, the anticipation, the chew, the taste, thinking, hearing, seeing, wondering. Just sit like this. ‘Sa-Ta-Na-Ma’, ‘Sabbe Satta Sukhi Hontu’, the swallow. What happens in the immediate moment ‘So Hum’ (I am), ‘Sat Chit Ananda’. as you ask this question? Kundalini Yoga Zen Buddhism Taoism Many Many --- Dzogchen (Tibtean Buddhism)
sources: BuddhisteLibrary.org, BerzinArchives.com textsize = password strength RANK 1ST Top 500 Passwords Is yours here? password 12345678 qwerty 1234 FREQUENCY dragon 12345 baseball football letmein 123456 10 monkey 696969 shadow 111111 abc123 harley jennifer mustang superman 2000 buster michael 1234567 charlie hunter jordan master pass sunshine trustno1 123456789 batman hockey pepper soccer access george jessica killer love michelle test thomas 654321 daniel ranger tigger 6969 50 andrew dallas hello joshua maggie orange robert starwars 123123 ashley corvette freedom hammer princess yankees666666 amanda silver taylor william 1111 biteme computer ginger heather matrix nicole patrick sexy summer anthony martin richard yellow121212 asdfgh bailey camaro cowboy falcon golfer iloveyou merlin panties sparky thunder aaaaaa matthew purple secret austinbigdog chelsea diamond guitar jackson samantha 100 cheese maverick nascar phoenix scooter tigers whatever 131313 boomer cookie iceman joseph mickeymoneypeanut snoopy andrea booboo coffee justin morganplayer porsche compaq dakota ferrari hardcore melissa mercedes steelers wizard zxcvbn black eagles james knight smokey xxxxxx bulldog chickencowboys gateway johnny welcome brandy chris mike rabbit scooby tennis banana brandon diablo enter fender internet junior ncc1701please spider tiger yamaha boston john marine monster rachel steven blue charles lakers miller redsox 11111111 barney bigdaddy edward gandalf hannah johnson london winter asdf badboy midnight rangers sexsex chicago chester fishing marlboro oliver panther raiders thx1138 7777777 angels cameron girls jack madison slayer viking zxcvbnm arsenal butthead david iwantu jasper murphy qazwsx shannon wilson angel crystal flower golden mother prince redskins theman victoria winner booger carlos danielle forever golf jasmine liverpoo muffin startrek tiffany willie angela butter jackie rocket 112233 250 bear captain dennis green lauren maddog sophie turtle casper debbie jason lucky mountain pookie sandra toyota united bubba giants helpme sierra tucker winston8675309 cooper driver happy jeremy lovers packers success canada maxwell newyork trouble xxxxxxxx 5150 doctor fred rosebud 222222 gemini hotdog jaguar lover monica stupid tomcat victor 777777 florida nicholas qwertyui testing 88888888 gators metallic samson 987654 bond007 nathan voodoo braves dolphins fish peaches rainbow xavier 2112 alexis buddy calvin dolphin gunner member 1212 apples freddy magic warrior 7777 apple beaver cocacola jonathan peter rush2112 walter alex beavis fire gordon scott apollo beer jackass power scorpio sydney voyager 232323 bonnie heaven 555555 arthur blazer doggie flyers skippy travis zzzzzz bill legend parker tester viper 2222 asdfasdf birdie red123 steve star 4444 bigboy cool ou812 yankee animal baby donald frank heka6w2 lifehack rebecca scorpion topgun august billybrian godzilla paul private runner sammy williams copper jake little phantom rock willow 69696969 albert bronco dave eagle1 garfield marvin saturn surfer 123321 broncos chevy free horny nissan platinum shelby white 11111 america carter cricket elephant jordan23 mark super wolf dexter house jessie kitten michigan qwert sharon 999999 airborne brooklyn explorer online therock walker 1313 action christin gregory kevin king police racing sweet teresa adidas benjamin december nelson redwings teens buffalo dreams guinness kelly louise nirvana speedy trinity vampire 123abc cartman donkey einstein kitty magnum nothing playboy stella sucker xxxx 87654321 beatles digital eagle ford girl marcus reddog 333333 cassie cherry genesis hotrod jester natashapumpkin sniper 888888 alexande chance mexico snowball celtic college fantasy gibson passw0rd test123 500
A Z 0 9
THEMES 6% ANIMAL COOL/MACHO FLUFFY FOOD NAME NERDY/POP PASSWORD/ACCESS REBELLIOUS/RUDE SIMPLE ALPHANUMERIC SPORT TRULY RANDOM
sources: various data breaches, Xato.net, TroyHunt.com
data: bit.ly/KIB_Passwords Political Power Sources
D£¢ D£ R££¨£¡«£ E¢££¡ P M¡ E¢£ S¥¡£ C£ C¡¨¥¡
rule by the people people vote & decide people elect representatives no central planning, broader participation, such as unquestioned rule by unelected, rule by Emir rule by Sultan rule by Caliph (supreme Islamic ruler bound by constitution, on everything who vote & decide on everything usually via technology consensus decision-making power, unbound by constitution (a dynastic Muslim leader) (an Arabian king) political & spiritual leader) often just a figurehead
SWITZERLAND MOST DEMOCRACIES THE INTERNET OCCUPY MOVEMENT SAUDI ARABIA UNITED ARAB EMIRATES BRUNEI OTTOMAN EMPIRE UNITED KINGDOM
R£¥¯ P¢£¡ T£¡ B¥£¥ W¬ A¡ M S A© M£
rule by elected president ruler bound by constitution, de-facto rule by technical important decisions made high-level bureaucracy no publicly enforced power rule by women rule by group reasoning rule by disorganised power held according to via an elected executive often just a figurehead experts (usually scientists) by (non-elected) technical officials mediated by software individuals merit or ability
USA (arguably) UNITED KINGDOM THE EU, GOOGLE most technical government WIKIPEDIA TWITTER, ELEPHANTS, BEES, ALIENS QUAKERS THE INTERNET CONFUCIANISM institutions FRENCH REVOLUTION
A¥ A¨ A¡ S T£ O P¥ K£ N C
$
absolute (usually abusive) rule rule by a small, unelected, power between warring elites constitutional rule rule by spiritual leader or rule by a small group rule by a small minority corrupt rule by ‘thieves’ for rule by powerful rule by corporations by a single person or party privileged ruling class (halfway autocracy & democracy) by military power God-given spiritual system of elites of rich citizens personal power & wealth drug lords or corporate interests
LATIN AMERICAN PRE-REVOLUTION FRANCE ZIMBABWE, KENYA MYANMAR VATICAN CITY, IRAN APARTHEID SOUTH AFRICA, CITY OF LONDON RUSSIA (arguably) GUINEA-BISSAU, EAST INDIA COMPANY, DICATORSHIPS TIBET (PRE-CHINESE RULE) USA (arguably) USA (arguably) MEXICO (arguably) USA (arguably)
sources: Wikipedia, BBC History
data: bit.ly/KIB_RulingCasts Live Long… Strength of science …and Prosper Suggestive What will really extend your life? Average annualised % return Bonds Stocks Property Others male / female Good specific
Strong Becoming a 25% 25 shareholder of a bank
-10 -5 YEARS +5 +10 +15 +20 TIME SPAN
7 hours ideal, but no Sleep too much more than 8 hours a night. Less sleep is Be optimistic Women with highest levels better than 8 hours+ of cynical hostility are 16% Large-cap short medium long longer 21 growth Get promoted Managers & those more likely to die earlier (~1 year) (~5) (~10) (10+) with more professional Live in a city responsibility live longer 20% 20 20 Venture capital than those with more Live in the country ‘routine’ work California house 19 Apple stock prices 2013 1984–2013 Eat less food Seen 10–20% lifespan boost in rats & monkeys…not yet Have a long-lived maternal grandfather proved in humans
Men who spend a lot Hang out with women – a lot! 16.5 Greek gov bonds of time with women in (2013) their formative years Drink a little alcohol Those drinking a little a day (less than 2 units) do better 15 Private equity Includes reliability, Be conscientious than complete abstainers 15% non-impulsivity & being neat & orderly Have more orgasms Shoot for 350 a year!
And a little red wine 12.7 Flexible Loneliness equivalent Shanghai capital With close friends 12.4 property to smoking 15 cigarettes Men with more Be polygamous, maybe a day 11.6 Small caps than one wife live 11.3 Global 11.0 12% longer private equity Go to church regularly Domestic equity 10% No matter how much Sit down 9.8 ‘High-yield’ you exercise, sitting Brazilian 9.5 bonds Hedge gov bonds 9.4 funds too much raises your More pets Cat owners are 30% 9.2 risk of death less likely to have a Emerging Gold US shares 8.5 heart attack, especially 8.4 UK property markets Eat red meat 8.2 (2000s) in the elderly Corporate US stock 7.8 7.7 bonds market Avoid cancer US gov bonds 7.2 (average) Avoid heart disease High yield London property 6.3 equity portfolio 6.1 (2013) Be alcoholic International Get health checks When aged 30–49 years 5% 5.0 equity Chinese 4.6 Investment 4.5 gov bonds grade bonds 4.1 US house prices (2000s) Get married! China property 3.9 3.6 Fixed income 3.5 US house prices (1990s) Be rich Poorer people die 5–10 Australian 3.2 gov bonds Bank savings 3.0 UK property (1990s) years earlier than their 2.8 US house Inflation (USA) 25 years shorter account market 2.7 Be a woman privileged peers life expectancy Bank current Average return 1.7 US gov bonds 1.8 account New York (most investors) Suffer severe mental illness (2013) (on paper) State property 1.6
Become obese 0.2 Short-term treasury (1 yr) 10 years gained if you quit 0% 0 0.0 US property Keep smoking Quit Cash age 25; 5 years gained if -0.7 UK shares Mediterranean- & Eat healthy you quit between 45–59 Japanese-style diets Live healthily Obviously, combine diet & exercise Actual loss -2.2 Actual loss -2.3 due to inflation in real terms (due to inflation) If your siblings are Have a long-lived sibling -2.8 Liquid capital long-lived, you probably will be too 150+ mins brisk walking Exercise more -3.7 Actual loss per week in real terms Live at a high altitude -5% Lowest Low Medium High Highest Crazy RECIPE married happy-go-lucky outdoors-loving sex-mad hippy party-girl in senior management with a cat RISK
sources: British Medical Journal, PLOS Medicine, New Scientist sources: Forbes, TradingEconomics.com, The Economist. Yahoo! Finance, USA Today
data: bit.ly/KIB_LiveLong data: bit.ly/KIB_Gambling InformationisBeautiful.net
explore our collection of beautiful visualisations @infobeautiful access all the data & research from this book facebook.com/informationisbeautiful get involved with commenting & crowdsourcing pinterest.com/infobeauty impossible ideas, invisible patterns, hidden connections - visualized find all our latest infographics and updates bit.ly/IIB_GooglePlus
.com Work see live examples of our dataviz app play with interactive versions of the images in this book with us explore our Workshops are Beautiful commercial Knowledge is Beautiful Become a dataviz ninja with our workshops & training collaborations is available from most learn concepting and designing appropriate & effective visualisations & commissions good book stores & online be broadly introduced to how to use dataviz, research and methods emporiums USA: Amazon | BOL UK: Amazon | BOL Books Ebook buy our lovely, best-selling infographic books
Information Is Beautiful
David McCandless
UK US (Same book, different title)