SciFri, Twitter, 7/11/2019 5:42:25 AM, 202746


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SciFri_2019-07-10_22-33-27.xlsx
SciFri_2019-07-10_22-33-27.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
July 11, 2019
Short Description:
SciFri via NodeXL http://bit.ly/32jLfgV
@scifri
@cephwarden
@zapher134
@scienceweekly
@lulu82824
@fallingbodies
@lal_shiban
@ucsusa
@rklevitz
@uutah

Top hashtags:
#cephalopodweek
#octopus
#scifrilive
#scifri
#science
#snakebite
#stem
#cephalopod
#cawaterdatadive

Description:
Description
The graph represents a network of 1,688 Twitter users whose tweets in the requested range contained "SciFri", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 11 July 2019 at 05:34 UTC.

The requested start date was Thursday, 11 July 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 14-hour, 35-minute period from Thursday, 27 June 2019 at 00:01 UTC to Wednesday, 10 July 2019 at 14:36 UTC.

Additional tweets that were mentioned in this data set were also collected from prior time periods. These tweets may expand the complete time period of the data.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, and a self-loop edge for each tweet that is not a "replies-to" or "mentions".

The graph is directed.

The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.

The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.


Author Description


Overall Graph Metrics
Vertices : 1688
Unique Edges : 2433
Edges With Duplicates : 1320
Total Edges : 3753
Number of Edge Types : 3
Replies to : 375
Mentions : 2838
Tweet : 540
Self-Loops : 540
Reciprocated Vertex Pair Ratio : 0.0554668794892259
Reciprocated Edge Ratio : 0.105103969754253
Connected Components : 87
Single-Vertex Connected Components : 59
Maximum Vertices in a Connected Component : 1518
Maximum Edges in a Connected Component : 3522
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.734231
Graph Density : 0.000928834100748124
Modularity : 0.485765
NodeXL Version : 1.0.1.413

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[118] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/an1
[57] http://ifttt.com/images/no_image_card.png
[31] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/sf
[22] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/p32
[19] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/342
[16] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/242
[16] https://twitter.com/scifri/status/1144089720919646208
[15] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/742
[15] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/142
[14] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/542

Top URLs in Tweet in G1:
[111] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/an1
[26] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/sf
[18] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/p32
[13] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/242
[12] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/542
[12] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/142
[12] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/342
[9] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/742
[9] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/b42
[8] https://apps.sciencefriday.com/sea-of-support/

Top URLs in Tweet in G2:
[3] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/342
[3] https://twitter.com/scifri/status/1144674991109099520
[2] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/y32
[2] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/an1
[2] https://po.st/scms/OrMCe04Lcp0lOFmbAsSlVmjy2zADIpfJpXgKS_L6UYklOAo/oTbwah
[2] https://po.st/scms/OrMCe04Lcp0lOFmbAsSlVmjy2zADIpfJpXgKS_L6UYklOAo/w4wAV8
[1] https://twitter.com/cintagliata/status/1148675258037067777
[1] https://twitter.com/seetasaur/status/1144226163394584578
[1] https://www.sciencefriday.com/articles/how-you-can-dive-into-cephalopod-week-2019/
[1] https://twitter.com/iraflatow/status/1144622089950912512

Top URLs in Tweet in G3:
[5] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/742
[5] https://www.sciencefriday.com/articles/charlie-chaplin-paternity-lawsuit/
[4] https://www.sciencefriday.com/segments/investigating-the-usdas-silence-on-climate-change/
[3] https://soundcloud.com/user-275864738/simple-amino-acid-beat-and-melody
[3] https://twitter.com/scifri/status/1144684101288337408
[3] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/242
[2] https://www.sciencefriday.com/articles/voxpop/
[2] https://apps.apple.com/us/app/scifri-voxpop/id1464740305
[2] https://twitter.com/scifri/status/1146454105268916224
[2] https://www.sciencefriday.com/segments/solving-the-mystery-of-paternity-once-and-for-all/

Top URLs in Tweet in G4:
[1] https://www.sciencefridaystore.com/products/scifri-pride-unisex-mens-t-shirt
[1] https://twitter.com/phizlair/status/1144445943644864513
[1] https://apps.sciencefriday.com/data/librarians.html
[1] https://twitter.com/rebleber/status/1146120882978525184
[1] https://twitter.com/FancyScientist/status/1148275464462581761?s=19
[1] https://bit.ly/2RlH7GT
[1] https://bit.ly/2FD7i8v
[1] https://apps.sciencefriday.com/sea-of-support/
[1] https://twitter.com/bechter/status/1146424262997270533
[1] https://twitter.com/scifri/status/1144270501612797953

Top URLs in Tweet in G5:
[10] https://twitter.com/scifri/status/1144089720919646208
[2] https://twitter.com/scifri/status/1144417380271034369
[2] https://twitter.com/scifri/status/1144442545717567488
[2] https://twitter.com/scifri/status/1146422412642328576
[2] https://twitter.com/scifri/status/1146520317449383941
[2] https://twitter.com/scifri/status/1146920624146616320
[1] https://twitter.com/scifri/status/1143994846983540736
[1] http://sciencecases.lib.buffalo.edu/cs/collection/detail.asp?case_id=806&id=806
[1] https://twitter.com/scifri/status/1144279974242705408
[1] https://twitter.com/SergeantTechCom/status/1141478324478197760

Top URLs in Tweet in G6:
[5] https://twitter.com/scifri/status/1147205250228596736
[3] https://www.sciencefriday.com/segments/archaeology-from-space/
[2] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/842
[2] https://www.eventbrite.com/e/cephalopod-movie-night-w-science-friday-and-atlas-obscura-tickets-61620197670
[1] https://www.sciencefriday.com/segments/planning-your-science-travel-itinerary/
[1] http://vixra.org/abs/1907.0113
[1] https://static.macmillan.com/static/holt/archaeology-from-space/
[1] https://twitter.com/scifri/status/1144089720919646208
[1] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/an1
[1] https://www.sciencefriday.com/segments/hidden-wonders-to-hit-on-your-science-road-trip/

Top URLs in Tweet in G7:
[5] https://twitter.com/scifri/status/1143245766758227968
[2] https://www.atlasobscura.com/events/cephalopod-movie-night-with-science-friday-seattle-2019
[2] https://www.atlasobscura.com/events/cephalopod-movie-night-with-science-friday-chicago-2019
[1] https://www.atlasobscura.com/events/cephalopod-movie-night-with-science-friday-philly-2019
[1] https://daily.jstor.org/giant-squid-giant-secrets/?utm_campaign=generalmarketing&utm_content=twitter&utm_medium=social&utm_source=twitter
[1] https://twitter.com/fieldmuseum/status/1144312197851623424
[1] https://twitter.com/fieldmuseum/status/1144609186661183489
[1] https://www.sciencefriday.com/sanantonio
[1] https://twitter.com/scifri/status/1144025800032890880
[1] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/c32

Top URLs in Tweet in G8:
[1] https://www.bbc.co.uk/programmes/p07f9xsx
[1] https://twitter.com/cefafalopodo/status/992085394106744832
[1] https://twitter.com/cefafalopodo/status/1144551003511054337
[1] https://www.amazon.com/Word-Mankado-Roger-W-Ranchino-ebook/dp/B07HXGL9VF/ref=sr_1_1?keywords=mankado&qid=1561550483&s=gateway&sr=8-1

Top URLs in Tweet in G9:
[1] https://r4j68.app.goo.gl/?link=https%3A%2F%2Fwww.podbean.com%2Fmedia%2Fshare%2Fdir-ew8rn-663879e&utm_campaign=a_share_ep&utm_source=a_share&utm_medium=dlink&ct=a_share_ep&ibi=com.podbean.app.podcast&ipbi=com.podbean.app.podcast&isi=973361050&imv=670&apn=com.podbean.app.podcast&amv=530

Top URLs in Tweet in G10:
[3] http://104.131.1.231/tiny/custom_domain_redirect/scifri.me/u32
[1] https://twitter.com/scifri/status/1144621524478877696
[1] https://www.sciencefriday.com/articles/now-screening-cephalopod-movie-night/

Top Domains
Top Domains in Tweet in Entire Graph:
[370] 104.131.1.231
[279] twitter.com
[107] sciencefriday.com
[57] ifttt.com
[23] tiny.cc
[22] twimg.com
[15] google.com
[15] pbs.org
[14] soundcloud.com
[9] apple.com

Top Domains in Tweet in G1:
[295] 104.131.1.231
[44] twitter.com
[36] sciencefriday.com
[16] tiny.cc
[7] jstor.org
[6] pbs.org
[3] apple.com
[3] youtube.com
[2] nytimes.com
[2] umn.edu

Top Domains in Tweet in G2:
[8] twitter.com
[8] 104.131.1.231
[4] po.st
[2] sciencefriday.com
[1] apple.com
[1] fcld.ly

Top Domains in Tweet in G3:
[15] sciencefriday.com
[14] twitter.com
[11] 104.131.1.231
[3] soundcloud.com
[3] apple.com
[1] bit.ly
[1] youtu.be
[1] google.com
[1] nytimes.com
[1] player.fm

Top Domains in Tweet in G4:
[5] twitter.com
[3] 104.131.1.231
[2] sciencefriday.com
[2] bit.ly
[1] sciencefridaystore.com

Top Domains in Tweet in G5:
[48] twitter.com
[8] soundcloud.com
[1] buffalo.edu
[1] co.uk

Top Domains in Tweet in G6:
[6] twitter.com
[5] sciencefriday.com
[3] 104.131.1.231
[2] eventbrite.com
[1] vixra.org
[1] macmillan.com
[1] msstate.edu
[1] muttermuseum.org

Top Domains in Tweet in G7:
[9] twitter.com
[5] atlasobscura.com
[3] 104.131.1.231
[2] sciencefriday.com
[1] jstor.org
[1] xkcd.com
[1] youtube.com

Top Domains in Tweet in G8:
[2] twitter.com
[1] co.uk
[1] amazon.com

Top Domains in Tweet in G9:
[1] goo.gl

Top Domains in Tweet in G10:
[3] 104.131.1.231
[1] twitter.com
[1] sciencefriday.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[488] cephalopodweek
[89] octopus
[68] scifrilive
[32] scifri
[28] science
[25] snakebite
[21] stem
[21] cephalopod
[17] cawaterdatadive
[16] scicomm



Top Hashtags in Tweet in G1:
[274] cephalopodweek
[37] scifrilive
[12] stem
[8] octopus
[6] triviathursday
[6] cephalopod
[4] squid
[2] sciart
[2] otd
[2] cutestcephalopod

Top Hashtags in Tweet in G2:
[63] octopus
[49] cephalopodweek
[5] scifrilive
[5] cephalopod
[3] squid
[3] cephaopod
[1] cutestcephalopod
[1] aaasmember
[1] cephalopodawarenessdays

Top Hashtags in Tweet in G3:
[6] scifrilive
[3] ai
[2] cephalopodweek
[2] paternity
[2] scicomm
[2] sciencefriday
[1] ers_strong
[1] nifa_strong
[1] science
[1] scifrivoxpop

Top Hashtags in Tweet in G4:
[22] cephalopodweek
[12] octopus
[2] coneyisland
[1] hashtag
[1] scientistswhoselfie
[1] mermaidparade

Top Hashtags in Tweet in G5:
[5] scifri
[3] cephalopodweek
[1] scifiart
[1] womeninstem
[1] historyofscience
[1] inverts
[1] herstoryofscience
[1] bobtailsquid
[1] squee
[1] libraries

Top Hashtags in Tweet in G6:
[8] scifrilive
[4] cephalopodweek
[3] archaeologyfromspace
[2] cephalopod
[1] abq

Top Hashtags in Tweet in G7:
[19] cephalopodweek
[9] cutestcephalopod
[3] scifrilive
[2] octopus
[1] oceans
[1] 30daysofocean
[1] cephalopod
[1] scicomm
[1] stem
[1] didyouknow

Top Hashtags in Tweet in G8:
[9] cephalopodweek
[7] squidsquad
[5] sciart
[4] origami
[4] britishorigami
[2] stem
[2] steam
[2] squid
[1] throwbackthursday
[1] handmadebyme

Top Hashtags in Tweet in G9:
[1] trypod

Top Hashtags in Tweet in G10:
[46] cephalopodweek
[1] octopus

Top Words
Top Words in Tweet in Entire Graph:
[1334] Words in Sentiment List#1: Positive
[517] Words in Sentiment List#2: Negative
[38] Words in Sentiment List#3: Angry/Violent
[40077] Non-categorized Words
[41928] Total Words
[1345] scifri
[487] #cephalopodweek
[290] octopus
[258] science
[236] run

Top Words in Tweet in G1:
[629] scifri
[274] #cephalopodweek
[222] run
[149] octopus
[102] science
[77] s
[73] squid
[62] up
[52] cephalopod
[47] ðÿ

Top Words in Tweet in G2:
[76] octopus
[73] cephwarden
[68] day
[65] scifri
[65] video
[64] cyanea
[63] #octopus
[60] perfect
[60] camouflage
[60] rock

Top Words in Tweet in G3:
[131] scifri
[37] â
[35] climate
[26] new
[26] hbottemiller
[24] paternity
[23] iraflatow
[23] naramilanich
[22] talk
[22] usda

Top Words in Tweet in G4:
[73] scifri
[44] bechter
[23] thanks
[22] #cephalopodweek
[19] fry
[19] ðÿ
[18] many
[18] people
[18] complaints
[17] dear

Top Words in Tweet in G5:
[9] scifri
[5] science
[5] #scifri
[5] s
[4] time
[4] love
[4] climate
[4] happy
[3] interesting
[3] change

Top Words in Tweet in G6:
[52] scifri
[25] indyfromspace
[22] atlasobscura
[10] tune
[9] s
[9] science
[8] out
[8] here
[8] #scifrilive
[7] book

Top Words in Tweet in G7:
[48] scifri
[19] #cephalopodweek
[17] funkminister
[14] octopus
[12] montereyaq
[10] squid
[9] sorry
[9] fieldmuseum
[9] #cutestcephalopod
[9] scientific

Top Words in Tweet in G8:
[17] scifri
[11] octopus
[9] #cephalopodweek
[8] great
[8] paper
[7] #squidsquad
[6] happy
[6] little
[6] wishing
[6] week

Top Words in Tweet in G9:
[2] scifri
[2] extra
[2] time

Top Words in Tweet in G10:
[46] #cephalopodweek
[38] scienceweekly
[24] cuttlefish
[24] indonesia
[23] another
[22] today's
[20] video
[20] filmed
[19] lovely
[19] flamboyant

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[118] run,octopus
[118] octopus,run
[118] run,#cephalopodweek
[116] scifri,run
[71] ðÿ,ðÿ
[70] cyanea,day
[70] day,octopus
[68] weeks,ago
[67] perfect,#octopus
[67] #octopus,cyanea

Top Word Pairs in Tweet in G1:
[111] run,octopus
[111] octopus,run
[111] run,#cephalopodweek
[110] scifri,run
[36] climate,change
[24] cephalopod,week
[24] spontaneous,generation
[23] new,orleans
[22] ðÿ,ðÿ
[21] giant,squid

Top Word Pairs in Tweet in G2:
[63] cyanea,day
[63] day,octopus
[60] perfect,#octopus
[60] #octopus,cyanea
[60] octopus,camouflage
[60] camouflage,rock
[60] rock,comes
[60] comes,alive
[60] alive,posted
[60] posted,video

Top Word Pairs in Tweet in G3:
[18] really,climate
[14] â,œit
[14] œit,really
[14] climate,news
[14] news,drought
[14] drought,â
[14] â,joined
[14] joined,scifri
[14] scifri,yesterday
[14] yesterday,talk

Top Word Pairs in Tweet in G4:
[19] scifri,thanks
[19] bechter,scifri
[17] dear,listeners
[17] listeners,scifri
[17] thanks,listening
[17] listening,vocial
[17] vocial,fry
[17] fry,thing
[17] thing,many
[17] many,people

Top Word Pairs in Tweet in G5:
[2] climate,change
[2] big,dye
[2] spontaneous,generation

Top Word Pairs in Tweet in G6:
[15] scifri,atlasobscura
[7] tune,scifri
[7] atlasobscura,dylanthuras
[6] movie,night
[6] dylanthuras,ellamorton
[6] ellamorton,indyfromspace
[5] make,sure
[5] sure,tune
[5] scifri,today
[5] today,hear

Top Word Pairs in Tweet in G7:
[8] movie,night
[8] sorry,fieldmuseum
[8] fieldmuseum,dumbo
[8] dumbo,octopus
[8] octopus,actually
[8] actually,#cutestcephalopod
[8] #cutestcephalopod,scientific
[8] scientific,name
[8] name,grimpoteuthis
[8] grimpoteuthis,darn

Top Word Pairs in Tweet in G8:
[6] happy,little
[6] wishing,great
[5] cephalopod,week
[5] #squidsquad,scifri
[4] little,octopus
[4] octopus,wishing
[4] great,throwback
[4] throwback,thursday
[4] thursday,cephalopod
[4] week,octagon

Top Word Pairs in Tweet in G10:
[20] scienceweekly,today's
[19] another,#cephalopodweek
[19] #cephalopodweek,video
[19] video,lovely
[19] lovely,flamboyant
[19] flamboyant,cuttlefish
[19] cuttlefish,metasepia
[19] metasepia,pfefferi
[19] pfefferi,filmed
[19] filmed,indonesia

Top Replied-To
Top Replied-To in Entire Graph:
@scifri
@bechter
@funkminister
@cephwarden
@rebleber
@iraflatow
@uutah
@indyfromspace
@readmorescience
@laurenjyoung617

Top Replied-To in G1:
@scifri
@readmorescience
@aguyinokc
@wangensteenrare
@funkminister
@alexalim22
@batesphysio
@jstor_daily
@pillownaut
@coneylove

Top Replied-To in G2:
@cephwarden
@laurenjyoung617
@scifri
@cloaktraveling
@jr_hopfer
@laur_katz
@vicegripkeith
@itbodes
@astrothad
@uscdornsife

Top Replied-To in G3:
@scifri
@iraflatow
@harvard_press
@phil_torres
@emilynussbaum
@cintagliata
@tobincentersa
@elizabeths1101
@sam_kean
@qrandom

Top Replied-To in G4:
@bechter
@scifri
@rebleber
@funkminister
@arlusk
@le_science4all
@annieminoff
@el_skootro
@kthread
@theoctonation

Top Replied-To in G6:
@scifri
@indyfromspace
@syracuseulib
@youngrichardkim
@nokomaq
@sandialabs
@kissmyaster

Top Replied-To in G7:
@funkminister
@juliakennedy_
@schmidtocean
@russell_arnott
@bridgetgarraway
@deepseadurkin
@ronmagill
@bechter
@scifri
@shannan_wr

Top Replied-To in G8:
@scifri
@cnn
@glblctzn
@bbcradio4
@drslothulu
@nytimes
@thehill
@kitschwinn

Top Replied-To in G9:
@questions_faith

Top Replied-To in G10:
@soapbythea

Top Mentioned
Top Mentioned in Entire Graph:
@scifri
@cephwarden
@scienceweekly
@atlasobscura
@iraflatow
@bechter
@indyfromspace
@deltacouncil
@hbottemiller
@sam_kean

Top Mentioned in G1:
@scifri
@laurenjyoung617
@novapbs
@atlasobscura
@iraflatow
@pbsds
@cintagliata
@funkminister
@indyfromspace
@ubcscience

Top Mentioned in G2:
@cephwarden
@scifri
@cephs
@theoctonation
@sarahmackattack
@laurenjyoung617
@dpeterschmidt
@phizlair
@oistedu
@carrieocto

Top Mentioned in G3:
@scifri
@hbottemiller
@naramilanich
@politico
@iraflatow
@profbuehlermit
@npr
@asa_scipol
@harvard_press
@cintagliata

Top Mentioned in G4:
@scifri
@bechter
@oceana
@pablorodas
@oceandiversity2
@annemhartwell
@isaverbist
@cephwarden
@scienceweekly
@kthread

Top Mentioned in G5:
@ce_stem

Top Mentioned in G6:
@scifri
@indyfromspace
@atlasobscura
@iraflatow
@dylanthuras
@ellamorton
@dyl
@syracuseu
@thebakkenmuseum
@medicalalley

Top Mentioned in G7:
@scifri
@montereyaq
@funkminister
@fieldmuseum
@sarahmackattack
@atlasobscura
@cephal0squad
@otherworldthtre
@octopusfansclub
@jonathanablett

Top Mentioned in G8:
@scifri
@kitschwinn
@wwfnews
@ap
@nytimes
@britishorigami
@wwf
@natgeo
@votolatino
@bbcworld

Top Mentioned in G9:
@maozedong9876
@perdnoot
@god2evolution
@realpumpkinjay
@awayfromthekeys
@zypisfy
@atheist_dragon
@marie_innes
@tklforgiven
@imkimaaron

Top Mentioned in G10:
@scienceweekly
@scifri
@montereyaq
@mucktopus
@darrowbythirsk
@hakaimagazine
@sam_kean
@cephwarden
@mbari_news

Top Tweeters
Top Tweeters in Entire Graph:
@sddphoto
@paxnostrum
@thehill
@ntelevisa_com
@wwf
@com1cbooks
@el_pais
@nytimes
@nuclear94
@pecunium

Top Tweeters in G1:
@sddphoto
@paxnostrum
@nuclear94
@pecunium
@themainstand
@corinneam
@bofflespoffle
@joshcrewsreally
@garden4u_wa
@the_amphibian

Top Tweeters in G2:
@031nikitaw
@originalcynic
@lancelotlinksc
@miekeroth
@b_krukov
@deirdresm
@am_anatiala
@cephalopodgal
@iheartguitar
@iampolish

Top Tweeters in G3:
@politico
@devans00
@juliettetorrez
@npr
@syawal
@emilynussbaum
@billgrinehart
@bloggerscience
@agsciencewriter
@roguealtgov

Top Tweeters in G4:
@izandra
@rose_marie_holt
@nongenderous
@pablorodas
@thebiologistisn
@inumay
@skrishna
@fromthelabbench
@oceana
@roannaflowers

Top Tweeters in G5:
@lesbiancarat
@elkequedejoe
@cleebration
@professorgrains
@steelhoof
@sporkenword
@christi92965066
@ecienciacom
@shinobee_
@r_nd_f__ld

Top Tweeters in G6:
@rotrujo
@nokomaq
@tbdnonymous
@nnedi
@atlasobscura
@maryloupru
@kristinhenry
@_kkazemi
@dovercook
@binschnipple

Top Tweeters in G7:
@terramarproject
@sherrylmaher
@tallelfin
@ek_gus
@pengwennotes
@montereyaq
@violinknitter
@albert_bowes
@fesi_df
@countford

Top Tweeters in G8:
@thehill
@ntelevisa_com
@wwf
@el_pais
@nytimes
@skynews
@washingtonpost
@lopezdoriga
@cnn
@ap

Top Tweeters in G9:
@zapher134
@rmbctious
@bikinatroll
@questions_faith
@revraygreen
@perdnoot
@zypisfy
@debbiepalm44
@cern_lxxl
@awayfromthekeys

Top Tweeters in G10:
@gurdur
@quizquest
@marianmme16513
@amilleur
@pvand1
@eveforster
@dailyrotation
@darrowbythirsk
@7110_edodes
@ravenwhiskey3