Martin Krzywinski / Genome Sciences Center / mkweb.bcgsc.ca Martin Krzywinski / Genome Sciences Center / mkweb.bcgsc.ca - contact me Martin Krzywinski / Genome Sciences Center / mkweb.bcgsc.ca on Twitter Martin Krzywinski / Genome Sciences Center / mkweb.bcgsc.ca - Lumondo Photography Martin Krzywinski / Genome Sciences Center / mkweb.bcgsc.ca - Pi Art Martin Krzywinski / Genome Sciences Center / mkweb.bcgsc.ca - Hilbertonians - Creatures on the Hilbert Curve
Trance opera—Spente le Stellebe dramaticmore quotes

words: lettery


In Silico Flurries: Computing a world of snow. Scientific American. 23 December 2017


language + fiction

Dark Matter of the English Language—the unwords

Words are easy, like the wind;
Faithful friends are hard to find.
—William Shakespeare

These are London Underground station names generated by training on 622 actual London station names.

Public transit has never been this fun.

—8—
Aac Purk
Aad Hare
B Marrey
Balting
Calwinl
Cam Mary
D Carton
Dancon &
E Bralge
E Readen
Falsser
Feltham
Gatean S
Gay Park
H Canrey
Ham Roe
Iule ald
Janston
Ked uark
Kel Road
Lat Park
Lat oute
Mal Parl
Mal kary
Ne terlo
Neltolr
Oack Oek
Oad Gate
Pam Park
Par Btos
Queenas
Raa pale
Raywors
S Ceoley
S Digham
Tal Paln
Tat Park
Ubl Hall
Ues Wack
Wam prie
Wamdron
—9—
Aact Park
Aadon Hon
Baats Olk
Badin Eak
C Houncom
Caln Park
Da Halrey
Dack Cans
E penhalr
Each Hill
Farn Hill
Farn tale
Galb Wesr
Gane Hart
Hald Harf
Hald thel
Iach Hanm
Iali Park
Jace Eard
Japb Road
K Croydon
Kans Road
Lamen Oad
Lane Road
Maan Road
Maliford
N te Parl
Nar Breet
Oack Hinl
Oak Warte
Pallo Loy
Paok Hole
Qoeem amm
Qood ford
Ranchpal
Rayd Park
S Dsealey
S Evenham
Tath Hill
Tew Grice
Uad Surth
Udper Ead
Wackbury
Wal Crise
—10—
A ton Erst
Aak Ssreet
Back Green
Badne Road
C Palkbond
C syerrild
Daetp Mary
Dagton Mom
Eaad Ecton
Eaak Weast
Fais Grove
Fandham Le
Gaden Lane
Gadge Walt
H Hiclelay
Hadel Park
Iator Himp
Icton Down
Jambllean
Jichl Buck
KanOl Hanl
Kanan Town
LaHee Line
Labor Road
Mal Wathin
Maldon Oad
Nar untrig
Narth Park
Oaing Park
Oak Street
Paine Tiry
Pakor Hill
Qaom Ciwns
Qleew atte
Raad Cross
Raan Greet
S Celerons
S Janrwayd
Tanor Hark
Tead Jurns
Uamom Nort
Ucton Pilk
Vaoss Mroy
Veilh Bark
Waath Roas
Wack Canes
x Acesford
—11—
Aaast Green
Aach Saoret
Baants Park
Back Outham
C Haug Dell
Cabery Roat
Dadpel Herl
Dagton Hich
Eabcon Parn
Eacest Gaed
Fakden Sard
Falon Coutt
Gaades Wisl
Gacks Green
H cocnstort
H yanesting
Ianes Parke
Ianmon outt
Jannse Eath
Jarr' Greel
Kales Broad
Kanbor Ctos
Laddon Road
Lale Prrden
Madbad Hill
Madbon Hill
Nalton Park
Nardon Hall
Oader Green
Oadwe Coutt
P'vden Hall
Palder Cloy
Qharss Park
Qneene Park
Rabham uonb
Radal Croas
S Doungwort
S Wenherles
Tachyy Hark
Taddon Manf
Uadban Road
Uales Green
Veston Brad
Vinley Park
W Penk Town
Waadss Pord
—12—
Aakher Weath
Aanger Swark
Backham Hill
Backton West
C Nilsherton
Cachsoy Road
Dacbons Road
Dacknen Park
Eabpine Park
Eacens Green
Falnel Aales
Falnens Harl
Gack Eistie
Gaddens Wook
H Wemhalfoud
HaHdon Court
Iachwam Hick
Iaday Street
Jaldens Ipee
Jalwild Hood
Kadbinp Gare
Kalburn Park
Laange Torne
Ladgate High
Madrord Wood
Madsane Park
Naldhed Road
Naltham Road
Oadford Hols
Oadsram Hest
Paandon Park
Pabnick Mann
Qaapeam East
Qeanper Park
Raambon Town
Rac fordbond
S Govenbinll
S Hechertham
Tactham Hoxd
Talders Park
U link Green
Uackher Park
Vamptree tea
Vanbury Gate
Waanl Citray
Wackley Wick
x Abory Hoar
—13—
Abury Cerninl
Acherton Park
Baantley Road
Backbory Cown
C tenead Road
Ca onton Town
Daass Heltray
Dack iln Park
Ea Cton Sorte
Eaalfowe Pank
Facchary Road
Fadsare Touth
Gackbord Lone
Gadden Street
H Colney Park
H Hockiunh Ey
Ictamal Green
Icteron Arley
Jancham Hecle
Janens Strhet
Kalbowad Dark
Kanbury Green
Lachaut South
Laledon Sroed
Mady Jucnchee
Maels Angeran
Nagborr Green
Nalborte Park
Oadgeton Bale
Oadnston Loos
Packoon South
Packsens Town
Qarast Isters
Qoaden Stweet
Raanbhey Road
Rabrrigh urke
S Dheysonston
S Garees Groe
Tambern harth
Tantean' Cill
UBlenham Park
Uacerour Park
Varchley Park
Varcon Street
WackBes Park
Wackens Green

posh parks

—9—
Aact Park
Aats Park
Bale Park
Bane Park
Caln Park
Cear Park
Dest Park
Dham Park
Ead' Park
Eale Park
Gest Park
Gite Park
Hawe Park
Hene Park
Iali Park
Irle Park
KanOsPark
Keng Park
Lang Park
Layy Park
Mann Park
Maor Park
Nood Park
Nort Park
Oawe Park
Oess Park
Park Park
Pars Park
Rayd Park
Read Park
SouthPark
Syer Park
Tood Park
Toor Park
Uilp Park
Wast Park
Weel Park
—10—
Aales Park
Aalor Park
Balks Park
Balon Park
Calon Park
Carye Park
Danch Park
Ddans Park
Eador Park
Eadss Park
Fewel Park
Fiwey Park
Galee Park
Garte Park
Hadel Park
Halon Park
Ieder Park
Ildar Park
Junns Park
Kange Park
Kenle Park
Laner Park
Lenle Park
Mator Park
Mente Park
Narth Park
Nonth Park
Oaing Park
Oakon Park
Parlo Park
Parse Park
Quins Park
Reash Park
Reden Park
Samte Park
Sedde Park
Toore Park
Toott Park
Upgea Park
Uppan Park
Waigl Park
Walor Park
—11—
Aalang Park
Aalmla Park
Baants Park
Baldon Park
Calden Park
Calnon Park
Dapons Park
Dapten Park
Eacham Park
Eagtea Park
Falvel Park
Faodse Park
Gaders Park
Gafint Park
HaHass Park
Hailon Park
Idbrey Park
Idters Park
Julror Park
Kenbor Park
Kender Park
Lamere Park
Landoe Park
Malbar Park
Mallen Park
Nalton Park
Nenser Park
Oaltor Park
Oeddon Park
Palsay Park
Pandar Park
Qharss Park
Qneene Park
Rairyy Park
Ramens Park
Sauker Park
Sbount Park
Tarner Park
Tatlan Park
Uphilg Park
Vinley Park
Walley Park
Walpar Park
—12—
Aatgale Park
Adeondy Park
Bankres Park
Barcins Park
Cackdon Park
Cackton Park
Dacknen Park
Dalpewy Park
Eabpine Park
Eadsewe Park
Famesle Park
Faoving Park
Gaicong Park
Galbark Park
Hadbrey Park
Hallind Park
Iderily Park
Ikderse Park
Jasries Park
Jompher Park
Kalburn Park
Kambrey Park
Lagherh Park
Lalewon Park
Madsane Park
Malford Park
Narbery Park
Narbrey Park
Oakbote Park
Oakpute Park
Paandon Park
Palberl Park
Qeanper Park
Qoadens Park
Radburs Park
Raetham Park
S yamfe Park
Satbery Park
Talders Park
Tanping Park
Uackher Park
Updenle Park
Velting Park
Vlenton Park
Walford Park
Wampror Park
—13—
Acherton Park
Acteraud Park
Balkford Park
Banbford Park
Cal Oast Park
Calboune Park
Dack iln Park
Dameston Park
Eadswerd Park
Eagelnan Park
Falngich Park
Fansters Park
Gadturon Park
Gandland Park
H Colney Park
Halcourh Park
Ihfielsl Park
Ildendon Park
Jsterlip Park
Julsliwe Park
Kanbwrey Park
Kemblide Park
Lamerses Park
Landborn Park
Maleston Park
Mandan's Park
Nalborte Park
Nanblood Park
Oalesele Park
Oekernon Park
Parkfors Park
Parkorse Park
Qoidgeat Park
Qoidnell Park
Rayterle Park
Readbery Park
Saterxon Park
Satthame Park
Tawonton Park
Tebterle Park
UBlenham Park
Uacerour Park
Varchley Park
Vincerle Park
WackBes Park
Walborne Park
—14—
Achtelhan Park
Adgingame Park
Balingbou Park
Balperham Park
C Beysons Park
Calweldon Park
Dadniwone Park
Dalmetham Park
Ealinghen Park
Eals Bite Park
Falmonton Park
Falnsbury Park
Gadbtidge Park
Gan Surde Park
Hackyyham Park
Hambenrow Park
Ickichgon Park
Ilfuidgay Park
Jichlimin Park
Jutlilley Park
Kanpaloon Park
Kensiwale Park
Lakingdon Park
Larcenles Park
Manbondon Park
Manbord&e Park
Neetilrul Park
Nerhiogto Park
Oeethwate Park
Oek Eaton Park
Paln Stet Park
Paltingam Park
Qaenbends Park
Qoeenbner Park
Raralsaun Park
Rarmenton Park
S iskwark Park
SEdgerlol Park
Talfierdg Park
Tambonnne Park
Uwickston Park
Wamkshouk Park
Wannstind Park

the looss

—9—
Chillloon
Ciayblood
Lood Head
Lood Hill
Ropreyloo
Soudhlood
Weichloo
—10—
Bloodfeach
East Asloo
Harloordow
Lood Brove
Lood Soree
Nordhaloon
Perleslood
South Loon
Tow Haloon
Wichglooat
Wickilloon
—11—
Beonth Loon
Bornhamloou
Carnichlood
Gloog Aiton
Lood Gorder
Loode Green
Menpitloods
Woons Cloon
—12—
Elelham Lood
Gording Lood
Hilloor Loan
Loofor South
Loondan Dood
Maron Haloon
Moloond dane
Pallood Park
West Hallood
Westleblood
—13—
Bickh Hillloo
Eeltewon Lood
Elensgilblood
Hand Widceloo
Harkloos Lene
Laneting Loos
Lood Cronchey
Maolloon Park
Moinsouwiloon
Nanblood Park
Oadnston Loos
Ricghily Loon
Sevensinslood
—14—
Carnslood Lane
Galdondon Lood
Haringloo Park
Kanpaloon Park
Kenslood Green
Leumen Harloow
Linghlood Road
Slooath Morton
South Sloondon

the inges

—9—
Choyninge
Lemstinge
Nem Linge
Roletinge
Wiybringe
—10—
Binge Each
Calarminge
Cary Ginge
Firdylinge
Reyseringe
Wham Kinge
—11—
Boinge Hill
Bouse Binge
Cantinginge
Eanweytinge
Sheeretinge
—12—
Ciminge ford
Foringe Park
Lewinge Cich
Now Delninge
—13—
Admenty Binge
Barminge Lare
Bartinge Park
Calinge South
Canvinge Park
Demringe Road
Eystinge Park
Geryinge Wish
Merringe Gate
Mertinge Wesl
Nent Tomdinge
Oaleslordinge
Parlinge Park
Parvinge Park
Sulevey Linge
—14—
Beostinge Park
Bringe Eadbury
Calninge Harks
Chardinge Minl
Dawinge Street
Femtinge Crocd
Greeninge Palk
Jitch Cerninge
Paorxinge Park
Royle Herlinge
South Hillinge
South Kambinge
Uppinge Gareen

the tons

—5—
Acton
Adton
Caton
Citon
Eaton
Ecton
Gaton
Giton
Icton
Inton
Maton
Meton
Olton
Onton
Upton
Utton
—6—
Aaston
Acston
Balton
Bamton
Calton
Camton
Dagton
Daston
Eacton
Eadton
Falton
Fedton
Galton
Ganton
Hagton
Hapton
Ieston
Kanton
Katton
Lebton
Ledton
Manton
Marton
Nanton
Narton
Oigton
Parton
Paston
Rayton
Relton
Stiton
Surton
Tatton
Tenton
Udcton
Uenton
Wabton
Wafton
—7—
Adeston
Alepton
Backton
Barbton
Caauton
Ceaston
Dackton
Damcton
Eadston
Eddston
Famston
Feenton
Garyton
Geoston
Hackton
Halpton
Jemcton
Juncton
Kendton
Kenton
Lhiyton
Lington
Maryton
Mhoston
Newston
Nitston
Omenton
Osepton
Parkton
Pinston
Qoodton
Queyton
Rackton
Racpton
SKenton
Shedton
Tewyton
Thatton
Ulapton
Uoudton
Vectton
Wackton
Wampton
—8—
Achonton
Admelton
Baln'ton
Baronton
Camenton
Camerton
D Carton
Dagenton
Ealeston
Ealeyton
Faichton
Fertston
Grienton
Guteiton
HaKenton
Hammston
Icherton
Ilepston
Janston
Jorchton
Khampton
Kingston
Laleston
Laterton
Marbaton
Marnston
Nartston
Norbuton
Oacenton
Oakuston
Pamerton
Parkston
Quamcton
Quayston
Reventon
Reworton
Sentiton
Seventon
Tewelton
Thimston
Ucmenton
Uhmonton
Walbuton
Wamenton
—9—
Aakington
Aapington
Badmerton
Barimston
Cadonston
Calangton
Dadenston
Dectenton
Eacherton
Eadborton
Farbonton
Fealiton
Gadington
Garbiston
Halburton
Haldenton
Iakenston
Iakington
Jechcuton
Kambuston
Kenbouton
Lanborton
Lashelton
Manmonton
Masborton
Nedborton
Nemmonton
Oadborton
Ollington
Pachenton
Panciston
Qriangton
Queenston
Rasleyton
Rasserton
Samhatton
Setporton
Tarconton
Toldenton
Udnington
Uetington
Wackbuton
Wamilgton
—10—
A ton Erst
Aalimgeton
Baklington
Balcongton
Cackington
Cahbuctton
Dagton Mom
Daldington
Eaad Ecton
Eactton Le
Faldington
Falsington
Galdington
Ganbilgton
HaCrreston
Hackonston
Icton Down
Icton Holl
Jestington
Juldington
Kellington
Kencington
Landington
Lanhgetton
Maldington
Maleihgton
Nandonston
Narton Dow
Oadossyton
Oak Verton
Packington
Paesvelton
Qooyerston
Queysston
Raldington
Ranmington
S Jownaton
Satdington
Tarnington
Tedlington
Ucton Pilk
Upseadston
Varxington
Visdington
Wacton Hor
Waldington
—11—
Aanton Hill
Aaton Greet
Bagton Town
Balton Road
Cagton Hich
Calton Gare
Dackconcton
Dagongerton
Eagton Eald
Ealton Bauk
Falton Sint
Fanton Dant
Gacton Pird
Ganton Park
Haldsington
Halton Lane
Ias Hington
Ipeedington
Janningston
Jolton Mart
Karton Ciss
Kelton West
Lales Anton
Lanmingeton
Macklandton
Macklondton
Nalton Park
Nandstorton
Oals Auston
Oantimeaton
Pardingston
Parstington
Qadesesston
Qoachington
Racklington
Rapton East
Sank urston
Sarton Hoot
Tarnevelton
Tecton Cill
Uppingeaton
Veston Brad
Vonton Gree
Wadblry ton
Walton Cism

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news + thoughts

Molecular Case Studies Cover

Fri 06-07-2018

The theme of the April issue of Molecular Case Studies is precision oncogenomics. We have three papers in the issue based on work done in our Personalized Oncogenomics Program (POG).

The covers of Molecular Case Studies typically show microscopy images, with some shown in a more abstract fashion. There's also the occasional Circos plot.

I've previously taken a more fine-art approach to cover design, such for those of Nature, Genome Research and Trends in Genetics. I've used microscopy images to create a cover for PNAS—the one that made biology look like astrophysics—and thought that this is kind of material I'd start with for the MCS cover.

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
Cover design for Apr 2018 issue of Molecular Case Studies. (details)

Happy 2018 `\tau` Day—Art for everyone

Wed 27-06-2018
Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
You know what day it is. (details)

Universe Superclusters and Voids

Mon 25-06-2018

A map of the nearby superclusters and voids in the Unvierse.

By "nearby" I mean within 6,000 million light-years.

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
The Universe — Superclustesr and Voids. The two supergalactic hemispheres showing Abell clusters, superclusters and voids within a distance of 6,000 million light-years from the Milky Way. (details)

Datavis for your feet—the 178.75 lb socks

Sat 23-06-2018

In the past, I've been tangentially involved in fashion design. I've also been more directly involved in fashion photography.

It was now time to design my first ... pair of socks.

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
Some datavis for your feet: the 178.75 lb socks. (get some)

In collaboration with Flux Socks, the design features the colors and relative thicknesses of Rogue olympic weightlifting plates. The first four plates in the stack are the 55, 45, 35, and 25 competition plates. The top 4 plates are the 10, 5, 2.5 and 1.25 lb change plates.

The perceived weight of each sock is 178.75 lb and 357.5 lb for the pair.

The actual weight is much less.

Genes Behind Psychiatric Disorders

Sun 24-06-2018

Find patterns behind gene expression and disease.

Expression, correlation and network module membership of 11,000+ genes and 5 psychiatric disorders in about 6" x 7" on a single page.

Design tip: Stay calm.

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
An analysis of dust reveals how the presence of men, women, dogs and cats affects the variety of bacteria in a household. Appears on Graphic Science page in December 2015 issue of Scientific American.

More of my American Scientific Graphic Science designs

Gandal M.J. et al. Shared Molecular Neuropathology Across Major Psychiatric Disorders Parallels Polygenic Overlap Science 359 693–697 (2018)

Curse(s) of dimensionality

Tue 05-06-2018
There is such a thing as too much of a good thing.

We discuss the many ways in which analysis can be confounded when data has a large number of dimensions (variables). Collectively, these are called the "curses of dimensionality".

Martin Krzywinski @MKrzywinski mkweb.bcgsc.ca
Nature Methods Points of Significance column: Curse(s) of dimensionality. (read)

Some of these are unintuitive, such as the fact that the volume of the hypersphere increases and then shrinks beyond about 7 dimensions, while the volume of the hypercube always increases. This means that high-dimensional space is "mostly corners" and the distance between points increases greatly with dimension. This has consequences on correlation and classification.

Altman, N. & Krzywinski, M. (2018) Points of significance: Curse(s) of dimensionality Nature Methods 15:399–400.