Thank you both for your responses. I found it very helpful and indeed solved the problem!
Sincerely, -Ahmed On Fri, Jan 16, 2015 at 8:46 AM, Tamas Nepusz <[email protected]> wrote: > 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. > > 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 > > > source,target > > 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 > > #reddit > > #strap > > #gobblegobble > > #smh > > #knowyouranon > > #mylife > > #trivia > > #tired > > #medicinal > > #breaking > > #endthewarondrugs > > #constantcontact > > #headache > > #randomtweet > > #nottingham > > #latestnews > > #eczema > > #etsy > > #chill > > #print > > #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 > > [email protected] > > https://lists.nongnu.org/mailman/listinfo/igraph-help > > > -- > T. >
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