|
| From: | Ahmed Abdeen Hamed |
| Subject: | Re: [igraph] prunning vertices |
| Date: | Fri, 16 Jan 2015 09:30:27 -0500 |
Hello,
You are not supposed to modify the graph while iterating over it -- g.vs gets
confused. (Internally, when iterating over g.vs, igraph maintains an index that
points to the next vertex to return. When you delete a vertex, some vertex IDs
are reorganized and then the iteration may skip some vertices). Collect the
indices of the vertices to remove first into a list and then call:
g.vs[indexes_to_delete].delete()
Also, to delete isolated vertices, you can use:
g.vs.select(_degree=0).delete()
T.
> source,target
On 01/16, Ahmed Abdeen Hamed wrote:
> Good morning,
>
> I need to prune vertices in a graph based on a certain criteria (not in a
> given list). When doing so, this leaves isolated vertices, which I also
> like to remove. But when doing do, delete_vertices() does not remove all
> vertices with degree == 0. I am not sure why this is happening.
>
> I am attaching the script and the data that I am using so you can see the
> issue.
>
> Thanks very much,
>
> -Ahmed
> allegra,#10
> marijuana,#10!!
> hemp,#100%
> tums,#1000sssss
> marihuana,#10dic
> #etsymnt,#10lbhemp
> hemp,#10lbhemp
> #etsymnt,#10lbhempcord
> #home,#10lbhempcord
> hemp,#10lbhempcord
> allegra,#11000tweets
> #cnn,#11thhour
> marijuana,#11thhour
> advil,#12barz
> tums,#12barz
> marihuana,#12godinastrejt
> #acpr,#13
> aspirin,#13
> marijuana,#1492hol
> marijuana,#14cgrnm
> marijuana,#161
> marijuana,#16days
> #18,#18
> #wikiweedz,#18
> marijuana,#18
> allegra,#18cm
> marijuana,#18plus
> #10!!,#1basgve
> marijuana,#1basgve
> hemp,#1d
> allegra,#1dday
> advil,#1dongma
> advil,#1stworldproblems
> advil,#2
> axid,#2
> hemp,#2
> marijuana,#2
> benadryl,#2.
> allegra,#2012
> #hippiesmovement,#2014
> #tupac,#2014
> marijuana,#2014
> #living,#20lb
> hemp,#20lb
> #etsymnt,#20lbhem?
> hemp,#20lbhem?
> #etsymnt,#20lbhemp
> hemp,#20lbhemp
> #etsymnt,#20lbhempcord
> hemp,#20lbhempcord
> aspirin,#219.
> marijuana,#21staplesalute
> marijuana,#21stcentury
> #cancer,#21stcenturymedication
> #epilepsy,#21stcenturymedication
> #pain,#21stcenturymedication
> #ptsd,#21stcenturymedication
> marijuana,#21stcenturymedication
> hemp,#24d?
> hemp,#24dailygistdotcom
> hemp,"#24dailygistdotcom"""
> allegra,#28cm
> marijuana,#2chainz
> marijuana,#2dayssober
> #boilermaker,#2yearsago
> advil,#2yearsago
> benadryl,#3
> tums,#30x5
> prilosec,#31
> hemp,#350198
> marijuana,#360nobs
> marihuana,#37rossland
> ibuprofen,#3dayworkweek
> advil,#3oclockbomb
> advil,#3rdfloor
> allegra,#4
> aspirin,#4
> tums,#4
> hemp,#4?
> hemp,#404
> hemp,#411vibes
> hemp,#411vibesdotcom
> ##cannabis,#420
> #balot,#420
> #cannabis,#420
> #etsy,#420
> #kidcudi,#420
> #legalize,#420
> #lol,#420
> #marijuana,#420
> #suave,#420
> #truth,#420
> #weed,#420
> #weedfacts,#420
> #wtf,#420
> #youth,#420
> hemp,#420
> ibuprofen,#420
> marihuana,#420
> marijuana,#420
> #ganja,#420army
> #hemp,#420army
> #mmj,#420army
> #mmot,#420army
> #stonerfamily,#420army
> #stonernation,#420army
> marijuana,#420army
> marijuana,#420blazeit
> #rip,#420blazeit?
> marijuana,#420blazeit?
> marijuana,#420blazeitfaggot
> hemp,"#420faqs"""
> #marijuana,#420gallery
> #reviews,#420gallery
> marijuana,#420gallery
> #weedkills,#420no
> marijuana,#420no
> marijuana,#420xl
> marijuana,#420xl?
> marijuana,#42o
> #47,#47
> marijuana,#47
> ibuprofen,#4d
> motrin,#4morehours
> marijuana,#4thgradedreams
> marijuana,#500aday
> marijuana,#50yearoldpaintedhippies
> marijuana,#520blazeit
> marijuana,#5941
> #imthankful4u,#5ever
> marijuana,#5ever
> marijuana,#5hblackfriday
> marijuana,#5morestates
> marijuana,#6
> marijuana,#669
> marijuana,#6daystillbritneyjean
> #obama,#7
> marijuana,#7
> marijuana,#75068
> allegra,#75cm
> marijuana,#789
> marijuana,#7d
> ibuprofen,#800mgs
> aspirin,#83
> marijuana,#88%ofstatsaremadeup
> aspirin,#8d
> marijuana,#8d
> aspirin,"#8d"""
> #520blazeit,#911
> marijuana,#911
> allegra,#95cm
> marijuana,#98
> marijuana,#99problems
> advil,#9rounds?
> marijuana,#a?
> marijuana,#a+
> tums,#a2chainzthanksgiving
> #guitar,#a7x
> #pantera,#a7x
> #strongerthanall,#a7x
> advil,#a7x
> marijuana,#aa
> advil,#aaw
> marijuana,#ab
> marijuana,#abbotsford
> marijuana,#abc
> marijuana,#abhealth
> marijuana,#ableg
> marijuana,#abortion
> advil,#abouttime
> #opcannabis,#abovetheignorance
> marijuana,#abovetheignorance
> marijuana,#abscbn
> allegra,#abuttooobsessedwithdanceagain
> marijuana,#aca
> #privacy,#access
> marijuana,#access
> #wallet,#accessory
> #wristband,#accessory
> hemp,#accessory
> marijuana,#accessory
> marijuana,#accommodations
> marijuana,#accomplished
> nexium,#accutane
> ibuprofen,#ache
> #itchynose,#achhhuu
> claritin,#achhhuu
> advil,#aclproblems
> aspirin,#acpr
> #jerseyfresh,#acpress
> marijuana,#acpress
> #culture,#activism
> #earth,#activism
> marijuana,#activism
> #changeamendment,#actonamendment
> marijuana,#actonamendment
> marihuana,#actualidad
> marijuana,#acv
> #online,#ad
> #twitter,#ad
> hemp,#ad
> marijuana,#ad
> #lad,#addicted
> aspirin,#addicted
> marijuana,#addiction
> marijuana,#adhd
> allegra,#adidas
> hemp,#adidas
> marijuana,#adityaramadana
> allegra,#adjustable
> marihuana,#adondevamosallegar
> #abortion,#adoption
> #prolife,#adoption
> marijuana,#adoption
> advil,#adultproof
> advil,#adultsupervision
> tums,#advanced
> marijuana,#adventuresinlosangeles!
> benadryl,#adversereactions
> #capncannabis,#advert
> marijuana,#advert
> marijuana,#advertising
> advil,#advil
> ibuprofen,#advil
> #coupon,#advil_respiratory
> advil,#advil_respiratory
> advil,#advilpmforthewin
> #toms,#advocate?
> hemp,#advocate?
> marihuana,#afp
> #asomdesigns,#africa
> #customjewelry,#africa
> #ethnicjewlery,#africa
> #hempjewelry,#africa
> hemp,#africa
> marijuana,#agchat
> #london,#agency
> allegra,#agency
> #lnjf,#agirlcandream
> marijuana,#agirlcandream
> advil,#agreeonboth
> #change,#agriculture
> marijuana,#agriculture
> #bloodpressure,#aha13
> aspirin,#aha13
> advil,#aheadofthegame
> marijuana,#ahhh
> marijuana,#ahlie
> marihuana,#ahora
> marihuana,#ahuachap?n
> #ms,#aids
> clarinex,#aids
> marijuana,#aids
> benadryl,#aintnobodygottimeforcolds
> advil,#aintnobodygottimeforthat
> marijuana,#airasia
> marihuana,#ajamstream
> marijuana,#ajamstream
> hashish,#aknews
> #hobbit,#akvstheworld
> #partyofone,#akvstheworld
> #sweatpants323,#akvstheworld
> marijuana,#akvstheworld
> marijuana,#alabama
> marihuana,#aladrogadileno
> marijuana,#albany
> marijuana,#albuquerque
> #drinkmuch?,#alcoholics
> ibuprofen,#alcoholics
> marijuana,#alcoholistrashy
> #standyourground,#alec
> marijuana,#alec
> #alec,#alecexposed
> #standyourground,#alecexposed
> marijuana,#alecexposed
> benadryl,#alerigictoeverything
> marijuana,#algstories
> hemp,#alhamdulillah
> #ufo,#aliens
> marijuana,#aliens
> #copssaylegalize,#alisonmyrden
> marijuana,#alisonmyrden
> hemp,#all26letters
> ibuprofen,#allathletesknow
> #18cm,#allegra
> #2012,#allegra
> #28cm,#allegra
> #75cm,#allegra
> #95cm,#allegra
> #adjustable,#allegra
> allegra,#allegra
> #gonnadie,#allergic
> aspirin,#allergic
> benadryl,#allergic&tired
> benadryl,#allergic2life
> benadryl,#allergicreaction
> #downfalltowinter,#allergies
> #texasweather,#allergies
> benadryl,#allergies
> claritin,#allergies
> claritin,#allergiescansuckad
> ibuprofen,#allergiescansuckad
> allegra,#allergy
> ibuprofen,#allergyhour
> benadryl,#allergylife
> allegra,#allergymedicine
> benadryl,#allergyproblems
> benadryl,#allergyprobz
> #allegra,#alloy
> allegra,#alloy
> ibuprofen,#allpainnogain
> hemp,#allstars
> advil,#almostdone
> #aloevera,#aloeanswers
> aspirin,#aloeanswers
> aspirin,#aloevera
> advil,#already4
> #wokeuphalfwaythrough,#alsoaskedtheassistanttomarryme
> ibuprofen,#alsoaskedtheassistanttomarryme
> #eyeinfection,#altamira
> imitrex,#altamira
> advil,#alz
> marijuana,#alz
> aspirin,#alzheimer
> marijuana,#alzheimer's
> #tlot,#amagi
> marijuana,#amagi
> marijuana,#amalaganja
> aspirin,#amamoseltatuajedetini
> #allegra,#amaranth
> allegra,#amaranth
> prilosec,#amaturepharmacist
> #fun,#amazing
> marijuana,#amazing
> aspirin,#amazingfact
> #blackfriday,#amazon
> hemp,#amazon
> marijuana,#amazon
> marijuana,#amazondrones
> ibuprofen,#amen
> marijuana,#amen
> marijuana,#america
> marijuana,#america?
> #cannabiscorner,#americanfreedomradio
> hemp,#americanfreedomradio
> #ineedit,#amiaddicted
> #thatshowisleeppeacefully,#amiaddicted
> #ugh,#amiaddicted
> advil,#amiaddicted
> tums,#amigonnadie
> #sourstomach,#amir
> pepcid,#amir
> nexium,#amoxicillin
> marijuana,#amsterdam
> hemp,#amsterdamcannabiscup
> advil,#amyprobz
> #abc,#an247
> #news,#an247
> marijuana,#an247
> #rash,#analleakage
> ibuprofen,#analleakage
> marijuana,#andsomuchmore
> marijuana,#angrykoreans
> #allegra,#animal
> allegra,#animal
> #africa,#ankh
> #asomdesigns,#ankh
> #customjewelry,#ankh
> #ethnicjewlery,#ankh
> #hempjewelry,#ankh
> hemp,#ankh
> hemp,#anklet
> marijuana,#annabenson
> #adversereactions,#annoying
> benadryl,#annoying
> #tcot,#anon
> #tlot,#anon
> hemp,#anon
> #thanksgiving,#antacid
> tums,#antacid
> astelin,#anti-histamine
> beconase,#anti-histamine
> #hemp,#anti-infl?
> #hempseedoil,#anti-infl?
> #psoriasis,#anti-infl?
> hemp,#anti-infl?
> #hemp,#anti-inflamatory
> #hempseedoil,#anti-inflamatory
> #psoriasis,#anti-inflamatory
> hemp,#anti-inflamatory
> ibuprofen,#anti-inflammatories
> prilosec,#anti-inflammatories
> allegra,#antiallergic
> ibuprofen,#antikriminalisasi
> benadryl,#antipruritic
> #vintage,#antique
> marijuana,#antique
> marihuana,#anunciateenlitchepuntocom
> #problems,#anxiety
> advil,#anxiety
> #dontfeelgood,#anydaynowwouldbenice
> #kickinmeds,#anydaynowwouldbenice
> #pain,#anydaynowwouldbenice
> #ugg,#anydaynowwouldbenice
> ibuprofen,#anydaynowwouldbenice
> advil,#anyone
> #gastrointestinaltract,#apc
> carafate,#apc
> aspirin,#apotik
> allegra,#appletshirts
> marijuana,#approve
> marijuana,#approves
> marijuana,#apps
> marijuana,#appstore
> #allegra,#apricot
> allegra,#apricot
> #etsy,#april20
> hemp,#april20
> marijuana,#aprilfools
> hemp,#aquarius
> marijuana,#aquarius
> #facts,#arab
> #omgfacts,#arab
> marijuana,#arab
> advil,#arabs
> hemp,#ardelleshop
> #krf,#arellano-felix
> #nsa,#arellano-felix
> #prism,#arellano-felix
> marijuana,#arellano-felix
> #dirty30,#arewethereyet?
> #tummyproblems,#arewethereyet?
> tums,#arewethereyet?
> #az,#arizona
> #legalize,#arizona
> #marijuana,#arizona
> #marijuanalegalization,#arizona
> #tucson,#arizona
> marijuana,#arizona
> marijuana,#arizonalegalize
> marijuana,#arkansas
> allegra,#armani
> hemp,#armani
> #getoutfromunderyourrock,#arroganceisugly
> marijuana,#arroganceisugly
> #ihatethecops,#arses
> #nowihaveabadrecord,#arses
> marijuana,#arses
> #marijuana,#art
> #weed,#art
> marijuana,#art
> #mirror,"#art"""
> #portal,"#art"""
> allegra,"#art"""
> hemp,#artfire
> marijuana,#artfire
> #aids,#arthritis
> #ms,#arthritis
> #rheum,#arthritis
> #thc,#arthritis
> ibuprofen,#arthritis
> marijuana,#arthritis
> marijuana,#arthritisrheumatology
> #etsy,#artisan?
> #etsyretwt,#artisan?
> #suprt,#artisan?
> hemp,#artisan?
> #dancehall,#artist
> #jamaica,#artist
> #weed,#artist
> marijuana,#artist
> "#art""",#arttherapy
> #mirror,#arttherapy
> #portal,#arttherapy
> allegra,#arttherapy
> marijuana,#asae
> advil,#asap
> #news,#asheville
> marijuana,#asheville
> #calpol,#ashington
> #lewes,#ashington
> ibuprofen,#ashington
> marijuana,#asifineedtoask
> aspirin,#askaidan
> marijuana,#askda
> ibuprofen,#askingforafriend
> advil,#asktwitter
> marijuana,#asktwitter
> hemp,#asomdesigns
> #mythbuster,#aspirin
> aspirin,#aspirin
> aspirin,#aspirinmask
> #arellano-felix,#assassina?
> #krf,#assassina?
> #nsa,#assassina?
> #prism,#assassina?
> marijuana,#assassina?
> #arellano-felix,#assassination
> #government,#assassination
> #illuminati,#assassination
> #jayz,#assassination
> #krf,#assassination
> #nsa,#assassination
> #prism,#assassination
> marijuana,#assassination
> marijuana,#assnchat
> aspirin,#astagfirullah
> albuterol,#asthma
> albuterol,#asthmaprobs
> nexium,#astrazeneca
> hemp,#atasan
> hemp,#atasanwanita
> tums,#atelikeafatkid
> marihuana,#atheist
> marijuana,#atheist
> #cheerleaderprobs,#athleteproblems
> #thecommonathlete,#athleteproblems
> advil,#athleteproblems
> ibuprofen,#athleteproblems
> ibuprofen,"#athleteproblems"""
> advil,#athleteprobs
> advil,#athleteprobs?
> ibuprofen,#athleteprobz
> marijuana,#atl
> marijuana,#atlanta
> flonase,#atopicdermatitis
> marijuana,#aubflec
> #armani,#auction
> hemp,#auction
> marijuana,#aurora
> marijuana,#auspol
> #crops,#australia
> #cultivation,#australia
> #hemp,#australia
> #laws,#australia
> #seasonal,#australia
> hemp,#australia
> hemp,#australian
> #yp,#ausyouth
> marijuana,#ausyouth
> axid,#autismspeaks.
> marijuana,#autocorrect
> #marijuana,#autoimmune
> marijuana,#autoimmune
> #stocks,#autospense
> marijuana,#autospense
> #breakfast,#avocado
> hemp,#avocado
> ibuprofen,#awesome
> marijuana,#awesome
> hemp,#aweuuuuu
> allegra,#awkaawkward
> marijuana,#awkward
> advil,#ayyyy
> marijuana,#az
> marijuana,#aznews
> marijuana,#azright
> #etsymnt,#b?
> hemp,#b?
> marijuana,#baaproblems
> #amazon,#baby
> #canada,#baby
> hemp,#baby
> #medicalmarijuana,#babybree
> marijuana,#babybree
> marijuana,#bac
> marijuana,#baca
> advil,#back2bed
> marijuana,#backasswards
> marijuana,#backinmyday
> hemp,#backpack
> #healme,#backpain
> advil,#backpain
> ibuprofen,#backpain
> #turkeyday,#backtohauntme
> tums,#backtohauntme
> flonase,#bacterialvaginosis
> marijuana,#badadvicejared
> ibuprofen,#badback
> hemp,#badboys
> advil,#badidea
> tums,#badidea
> marijuana,#badkid
> advil,#badknee
> #2yearsago,#badmemories
> #boilermaker,#badmemories
> advil,#badmemories
> aspirin,#badreporting
> aspirin,#badscience??#caffeine??.#aspirin??.#journalism?..http//t.co/vmlmgoznew
> ibuprofen,#badtimes
> hemp,#bah
> marijuana,#bainbridgeisland
> marijuana,#baked
> advil,#ballerlifestyle
> #dick,#balls
> #ears,#balls
> aspirin,#balls
> #dmv,#balms
> hemp,#balms
> #legalize,#balot
> hemp,#balot
> marijuana,#balot
> marijuana,#baltimore
> #australian,#bamboo
> hemp,#bamboo
> marijuana,#bamboojamboo
> hemp,#banana
> allegra,#bananarepublic
> advil,#band
> marijuana,#bandanas
> marijuana,#bang3
> marijuana,#bangbang
> hashish,#bangedupabroad
> #saynotogmos,#bangmos
> aspirin,#bangmos
> #stonernation,#bar
> #weed,#bar
> marijuana,#bar
> #hash,#barcelona
> #hemp,#barcelona
> #museum,#barcelona
> #spain,#barcelona
> hemp,#barcelona
> #sensualdelights,#bargain
> hemp,#bargain
> marijuana,#bart
> marijuana,#basic
> aspirin,#basil
> #lymedisease,#basilea
> protonix,#basilea
> aspirin,#battle4atlantis
> marihuana,#bavaronoticiassoloenlitche_com
> aspirin,#bayer
> marijuana,#baylorbubble?
> ibuprofen,#bballprobs
> hemp,#bblogger
> hemp,#bbloggers
> #marijuana,#bcbud
> #marijuanabus,#bcbud
> #pot,#bcbud
> #ufv,#bcbud
> marijuana,#bcbud
> #cdnpoli,#bcpoli
> #mapleridge,#bcpoli
> #mrpoli,#bcpoli
> hemp,#bcpoli
> marijuana,#bcpoli
> advil,#beabiggirl
> #anklet,#bead
> hemp,#bead
> #allegra,#beaded
> allegra,#beaded
> #etsymnt,#beadingcord
> hemp,#beadingcord
> #etsymnt,#beadinghemp
> hemp,#beadinghemp
> #etsymnt,#beadingst?
> hemp,#beadingst?
> #etsymnt,#beadingstring
> hemp,#beadingstring
> #etsymnt,#beadingtwine
> hemp,#beadingtwine
> #allegra,#beads
> #alloy,#beads
> allegra,#beads
> #etsymnt,#beadtwine
> hemp,#beadtwine
> #100%,#bean
> hemp,#bean
> ibuprofen,#beat
> marijuana,#beatmichigan
> marijuana,#beatohio
> marijuana,#beatschool
> marijuana,#beatthatmofo
> prilosec,#beatthesystem
> marijuana,#beautifulpenis
> hemp,#beauty
> #skin,#beauty?
> hemp,#beauty?
> #skin,#beautytips
> hemp,#beautytips
> #done,#bedtimenow
> #gym,#bedtimenow
> tums,#bedtimenow
> #weed,#beer
> hemp,#beer
> marijuana,#beer
> marijuana,#beforeidieiwanna
> #allegra,#beige
> allegra,#beige
> #drugs,#bekaa
> #hashish,#bekaa
> #lebanon,#bekaa
> #marijuana,#bekaa
> marijuana,#bekaa
> marijuana,#believe
> hemp,#bellabychasity
> #allegra,#belt
> allegra,#belt
> #clothing,#belts
> #men,#belts
> marijuana,#belts
> benadryl,#benadryl
> benadryl,#benadrylmoments
> prevacid,#benefiber
> #420,#benefits
> #cannabis,#benefits
> #marijuana,#benefits
> marijuana,#benefits
> marihuana,#benihana
> #transformation,#bepowerful
> ibuprofen,#bepowerful
> advil,#berealwithyourself
> tums,#berp
> #laughter,#best
> ibuprofen,#best
> marijuana,#best
> #ilovehim,#bestboyfriendeverr
> #migraine,#bestboyfriendeverr
> advil,#bestboyfriendeverr
> advil,#bestbrother
> #kaythanks,#bestbrotherever
> tums,#bestbrotherever
> marijuana,#bestbuds
> advil,#bestfriendaward
> #thankfulforyoutwo,#besties
> hemp,#besties
> advil,#bestmom
> hemp,#bestmomaward
> advil,#bestnightever!
> marijuana,#bestrapever
> allegra,#bestseller
> benadryl,#bestsisteraward
> hemp,#bestskincare
> marijuana,#bestturkeydayever
> marijuana,#bet
> #japgirlproblems,#betchesloveme
> advil,#betchesloveme
> #facialhair,#beth
> flonase,#beth
> #createjobs,#bethechange
> #hempisfuture,#bethechange
> #legalizehemp,#bethechange
> #saveplanet,#bethechange
> #stimulateeconomy,#bethechange
> hemp,#bethechange
> marijuana,#betterinonenight
> #happythanksgiving,#betternotbetheflu
> #sick,#betternotbetheflu
> advil,#betternotbetheflu
> #hempisgood,#betterthanpaper
> #publicspeakingmemories,#betterthanpaper
> hemp,#betterthanpaper
> aspirin,#betterwork
> #health,#betteryourhealth
> #quotes,#betteryourhealth
> aspirin,#betteryourhealth
> advil,#bffs
> marijuana,#bham
> marijuana,#bho
> marijuana,#bhramabull
> #ulcers,#biancofiore
> prilosec,#biancofiore
> hemp,#biasaaja
> #hemp,#bible
> #jesus,#bible
> #paper,#bible
> aspirin,#bible
> hemp,#bible
> #allegra,#bifold
> allegra,#bifold
> marijuana,#big
> hemp,#bigfun
> hemp,#biggameplane
> #notoriousbig,#biggie
> marijuana,#biggie
> ibuprofen,#bigkid
> tums,#biglovegunit
> #biglovegunit,#biglovegunot
> tums,#biglovegunot
> hemp,#bigoilruinedit
> marijuana,#bigpharmasucks
> marijuana,#bigtweet
> allegra,#billionaires
> marijuana,#billruthhart
> #client,#biopharma
> #healthcare,#biopharma
> marijuana,#biopharma
> marijuana,#biotech
> nexium,#birthcontrol
> tums,#birthday
> #lagos,#birthdayweekend
> advil,#birthdayweekend
> marijuana,#bitchesbetrippin
> #teamsober,#bitcheslovev3
> marijuana,#bitcheslovev3
> hemp,#bitcoin
> marijuana,#bitcoin
> #blackfridayproblems,#bitcoins
> #happythanksgiving,#bitcoins
> #mykindofholiday,#bitcoins
> benadryl,#bitcoins
> marijuana,#bitcoins
> marijuana,#bitcoins.
> marijuana,#bitmarket
> #business,#biz
> #forbeswoman,#biz
> marijuana,#biz
> #teamsellit,#bizishop
> hemp,#bizishop
> #bronner's,#bizitalk
> #lavender,#bizitalk
> hemp,#bizitalk
> #fcpx,#bjj
> hemp,#bjj
> #brooklynnets,#bknets
> aspirin,#bknets
> #adjustable,#black
> #allegra,#black
> #amaranth,#black
> #living,#black
> allegra,#black
> hemp,#black
> advil,#blacked
> #exhausted,#blackfriday
> #pennystocks,#blackfriday
> #pretentious,#blackfriday
> #toesdown,#blackfriday
> advil,#blackfriday
> aspirin,#blackfriday
> benadryl,#blackfriday
> hemp,#blackfriday
> ibuprofen,#blackfriday
> marijuana,#blackfriday
> zantac,#blackfriday
> aspirin,#blackfriday?
> marihuana,#blackfridayboricua
> ibuprofen,#blackfridaybullshit
> hemp,#blackfridayca
> #blackfridayboricua,#blackfridayconshali
> marihuana,#blackfridayconshali
> allegra,#blackfridaydeals
> #happythanksgiving,#blackfridayproblems
> benadryl,#blackfridayproblems
> ibuprofen,#blackfridayprobs
> aspirin,#blackfridaywishes
> advil,#blackout
> aspirin,#blamecristal
> marijuana,#blameharper
> marijuana,#blawg
> #stonernation,#blazebook
> marijuana,#blazebook
> #420,#blazeitup
> marijuana,#blazeitup
> #midnighteargasms,#blazeup
> marijuana,#blazeup
> #jamin,#blazing
> #wizkhalifa,#blazing
> marijuana,#blazing
> advil,#blessed
> axid,#blessed
> benadryl,#blessed
> ibuprofen,#blessed
> marijuana,#blessed
> prilosec,#blessed
> marihuana,#blessings
> marijuana,#blessmelord
> advil,#blessyou
> marijuana,#blingringdrinkinggame
> advil,#bliss
> #destaque,#blog
> #missmarijuana2013,#blog
> marijuana,#blog
> #bbloggers,#bloggers
> hemp,#bloggers
> advil,#blondemoment
> aspirin,#bloodclots?
> aspirin,#bloodpressure
> marijuana,#blow
> #allegra,#blue
> allegra,#blue
> #djshort,#blueberry
> #strainreviews,#blueberry
> marijuana,#blueberry
> marijuana,#blueberrykush
> hemp,#bluegrass
> ibuprofen,#bluh
> marijuana,#bluntblowin
> benadryl,#blurredlines
> #benadrylmoments,#bm
> benadryl,#bm
> #gastrointestinaltract,#bmmmnctv
> protonix,#bmmmnctv
> marijuana,#bobmarley
> #allegra,#body
> allegra,#body
> #ual,#bodycontouring
> #ultrasound,#bodycontouring
> marijuana,#bodycontouring
> #bbloggers,#bodyshop
> hemp,#bodyshop
> aspirin,#boehringeringelh?
> ibuprofen,#boehringeringelh?
> aspirin,#boehringeringelheim
> ibuprofen,#boehringeringelheim
> advil,#boilermaker
> hemp,#boksburg
> marijuana,#boldomatic
> #420,#bombaclat
> #braaap,#bombaclat
> marijuana,#bombaclat
> #shibari,#bondage
> hemp,#bondage
> hemp,#bongwreckers
> marihuana,#bonomiresponde
> #amazon,#book
> marijuana,#book
> claritin,#boom
> tums,#boom
> #onnitcybermonday,#boom!
> hemp,#boom!
> hemp,#boom?
> advil,#bootandrally
> hemp,#bootybounce
> #drugs,#border
> marijuana,#border
> #sandiego,#borderpatrol
> marijuana,#borderpatrol
> #help,#bored
> axid,#bored
> #disgusting,#boredeating
> hemp,#boredeating
> aspirin,#boreoff
> aspirin,#borg
> #arellano-felix,#bos
> #assassination,#bos
> #krf,#bos
> #nsa,#bos
> #prism,#bos
> marijuana,#bos
> hemp,#boss
> marijuana,#boss
> #drugs,#boston
> #legalize,#boston
> #!/usr/local/bin/python
> import csv
> import igraph
> from igraph import *
> from itertools import chain
>
>
>
> def is_hashtag(vertex):
> return vertex["name"].startswith("#")
>
>
> reader = csv.DictReader(open("sample-of-all.csv"), dialect="excel")#mjd.ALL.2162014.csv network-sample-problematic.csv#kh-all-graph-validated.csv
> g = igraph.Graph.DictList(vertices=None, edges=reader)
> #del g.es()[None]
> g.to_undirected()
> g.simplify()
>
> hashtags = []
> with open('good-hashtags.csv') as f:
> hashtags = f.read().splitlines()
>
> for v in g.vs:
> if (str(v["name"]) not in hashtags) :
> #print v["name"] + str(v.degree())
> g.delete_vertices(v)
>
> for v in g.vs:
> if v.degree() == 0:
> g.delete_vertices(v)
>
> layout = g.layout_random()
>
> visual_style = {}
> visual_style["layout"] = layout
> visual_style["vertex_color"] = ["red" if is_hashtag(vertex) else "blue" for vertex in g.vs]
> visual_style["vertex_size"] = [5 if is_hashtag(vertex) else 23 for vertex in g.vs]
> visual_style["vertex_label"] = ["" if is_hashtag(vertex) else vertex["name"] for vertex in g.vs]
> visual_style["vertex_label_size"] = 23
> visual_style["edge_width"] = .15
> visual_style["edge_length"] = 7
> visual_style["edge_color"] =["pink"]
> visual_style["vertex_label_dist"] = 2
> visual_style["bbox"] = (1000, 1000)
> visual_style["margin"] = 50
> plot(g, "/Users/ahamed/Publications/JBI-SI-GoodTemplate/ddi-network-vis-kh-pruned-rand.pdf",**visual_style) #ddi-network-vis-kh-labeled.pdf
> plot(g, **visual_style)
> #diflucan
> #hangover
> #darwinawards
> #ugh
> #media
> #killmenow
> #europe
> #bcpoli
> #clothing
> #maryjane
> #ugg
> #fuck
> #tgif
> #louisville
> #amazon
> #peace
> #grouptherapy
> #stonernation
> #music
> #nasalallergy
> #goaway
> #happydanksgiving
> #womp
> #freesamples
> #smokegood
> #bitcoin
> #co
> #pronto
> #us
> #occupy
> #ulcers
> #canadian
> #obama
> #illuminati
> #stressed
> #calilove
> #accessory
> #usa
> #nj
> #anti-inflammatories
> #stocks
> #sick
> #cramps
> #toronto
> #freebies
> #good
> #sike
> #jobs
> #yelp
> #lady
> #legal
> #copd
> #celebrex
> #armani
> #fuckallergies
> #radio
> #comedy
> #grow
> #tlot
> #clothes
> #ow
> #menitonsomeoneyourethankfulfor
> #boom
> #florida
> #savings
> #remember
> #law
> #recipe
> #ebay
> #closure
> #firstworldproblems
> #sadtweet
> #ew
> #ows
> #forreal
> #discount
> #mjnews
> #hippie
> #gifts
> #allergies
> #adidas
> #lastfm
> #reggae
> #canada
> #ad
> #hash
> #pdx
> #sleepy
> #thanksgivinglive
> #childhoodmemories
> #cybermonday
> #etsymnt
> #teaparty
> #migraine
> #tcot
> #herbs
> #lovinglife
> #gohawks
> #turkeyday
> #egypt
> #ganja
> #p2
> #ford
> #leopard
> #hair
> #hungover
> #jayz
> #yoga
> #shopping
> #family
> #sotired
> #vegetarian
> #aids
> #hiphop
> #full
> #deathsquad
> #justgirlythings
> #lies
> #trendy
> #fabric
> #logic
> #soundcloud?
> #themoreyouknow
> #pharma
> #amen
> #rulez
> #turkeybowl
> #no
> #yolo
> #awesome
> #clinical
> #imthankful
> #justkidding
> #topoli
> #uhoh
> #painful
> #rheumatology
> #la
> #gc
> #jewelry
> #strap
> #gobblegobble
> #smh
> #knowyouranon
> #mylife
> #trivia
> #tired
> #medicinal
> #breaking
> #endthewarondrugs
> #constantcontact
> #headache
> #randomtweet
> #nottingham
> #latestnews
> #eczema
> #etsy
> #chill
> #wow
> #wellbeing
> #light
> #epic
> #literally
> #nojoke
> #heartburn
> #drugaddict
> #stupid
> #legalize
> #f13geo35
> #timetolegalize
> #ajamstream
> #atheist
> #buckeyes
> #ebook
> #homesweethome
> #houston
> #moremota
> #novicongress
> #situfamiliatesiguieraentwitter
> #sorrynotsorry
> #tech
> #withoutadoubt
> #soundcloud
> #coupons
> #celebs
> #classaction
> #dmad13
> #cpc
> #heal
> #rip
> #chrisbrown
> #robford
> #fuckyou
> #party
> #noticias
> #whatilearnedtoday
> #healthcare
> #medicalmarijuana
> #current
> #natural
> #bible
> #christmas
> #psoriasis
> #best
> #gold
> #giveaway
> #data
> #facepalm
> #didyouknow
> #hmmm
> #hobbylobbyrules
> #mesa
> #philadelphia
> #indeed
> #toofunny
> #arthritis
> #gross
> #fml
> #life
> #texas
> #marijuana?
> #toohightofail
> #video
> #job
> #phoenix
> #green
> #medical
> #shouldbelegal
> #rcmp
> #dontjudge
> #fail
> #hmm
> #makeup
> #winning
> #mentalhealth
> #8d
> #whatimthankfulfor
> #bubblews
> #startups
> #science
> #livetweet
> #whoops
> #iseeyou
> #lt
> #mentionsomebodyyourethankfulfor
> #perfection
> #yum
> #black
> #tfb
> #lmao
> #grocery
> #nike
> #cheese
> #anti-histamine
> #uruguay
> #marihuana
> #mmot
> #thanks
> #highlife
> #handmade
> #thanksgivukkah
> #motivation
> #macys
> #eh
> #raw
> #goals
> #idk
> #dead
> #zombie
> #dmv
> #bitcoins
> #4
> #doit
> #whateven
> #jesus
> #preach
> #lol
> #sleep
> #silver
> #prednisone
> #pharmacy
> #pets
> #ff
> #travel
> #peopleschoice
> #classy
> #excited
> #oomf
> #everyday
> #scary
> #scared
> #funfact
> #wallet
> #food
> #cancer
> #not
> #what
> #lymedisease
> #nigeria
> #familyfeud
> #heart
> #love
> #fact
> #drug
> #allegra
> #facts
> #idiot
> #imthankfulfor
> #2
> #oops
> #change
> #clutch
> #success
> #laws
> #faded
> #high
> #pot
> #googlenews
> #cdnpoli
> #fun
> #obamacare
> #done
> #diy
> #mentionsomeoneyourethankfulfor
> #please
> #energy
> #iamthankfulfor
> #coupon
> #ohwell
> #wtf
> #np
> #nowplaying
> #coffee
> #thestruggle
> #pain
> #turnup
> #blessed
> #fashion
> #justsaying
> #rt
> #legalizeit
> #help
> #flower
> #weed
> #drugs
> #mmj
> #dying
> #fitness
> #goodnight
> #thankfulfor
> #teamfollowback
> #why
> #women
> #mentionsomeoneyouarethankfulfor
> #420
> #free
> #news
> #blackfriday
> #health
> #mtvstars
> #thankful
> #hemp
> #cannabis
> #happythanksgiving
> #marijuana
> #thanksgiving
> #fb
> #k
--> _______________________________________________
> igraph-help mailing list
> address@hidden
> https://lists.nongnu.org/mailman/listinfo/igraph-help
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