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boeing_2020-03-25_19-50-22.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
March 26, 2020
Short Description:
boeing via NodeXL https://bit.ly/2WF50z8
@adamparkhomenko
@jordanuhl
@boeing
@rashidatlaib
@nivelis
@thewilliam
@crewcrew
@justinesarey
@cglerking
@jupetsui

Top hashtags:
#boeing
#trumppressconf
#covid19
#covid2019
#avgeek
#ickyhaley
#airplanetime
#aviation

Description:
Description
The graph represents a network of 5,118 Twitter users whose tweets in the requested range contained "boeing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 26 March 2020 at 02:51 UTC.

The requested start date was Thursday, 26 March 2020 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 2-hour, 0-minute period from Wednesday, 25 March 2020 at 22:00 UTC to Thursday, 26 March 2020 at 00:01 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 : 5118
Unique Edges : 5873
Edges With Duplicates : 707
Total Edges : 6580
Number of Edge Types : 4
MentionsInRetweet : 4835
Replies to : 519
Mentions : 772
Tweet : 454
Self-Loops : 454
Reciprocated Vertex Pair Ratio : 0.0033753775093267
Reciprocated Edge Ratio : 0.00672804532577904
Connected Components : 519
Single-Vertex Connected Components : 216
Maximum Vertices in a Connected Component : 3842
Maximum Edges in a Connected Component : 5300
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 3.930433
Graph Density : 0.000215664662222478
Modularity : 0.753491
NodeXL Version : 1.0.1.428
Data Import : The graph represents a network of 5,118 Twitter users whose tweets in the requested range contained "boeing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 26 March 2020 at 02:51 UTC.

The requested start date was Thursday, 26 March 2020 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 2-hour, 0-minute period from Wednesday, 25 March 2020 at 22:00 UTC to Thursday, 26 March 2020 at 00:01 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".

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : GraphServerTwitterSearch
Graph Term : boeing
Groups : The graph's vertices were grouped by cluster using the Clauset-Newman-Moore cluster algorithm.
Edge Color : Edge Weight
Edge Width : Edge Weight
Edge Alpha : Edge Weight
Vertex Radius : Betweenness Centrality

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[146] https://www.washingtonpost.com/business/2020/03/25/boeing-bailout-coronavirus/
[79] https://twitter.com/GeoffRBennett/status/1242899862372470784
[32] https://twitter.com/NivElis/status/1242528052241981443
[12] https://thehill.com/policy/finance/489255-boeing-ceo-says-company-may-reject-stimulus-if-treasury-seeks-equity-stake
[6] https://www.thedailybeast.com/boeing-will-restart-737-max-production-in-may-despite-coronavirus-panic-says-report?via=newsletter
[4] https://stockcharts.com/articles/dont_ignore_this_chart/2020/03/boeing-switches-to-basketballs-269.html
[4] https://www.youtube.com/watch?v=T_EOyVRJ3Gw&feature=youtu.be

[3] https://www.rt.com/business/484024-boeing-operations-suspension-coronavirus/
[3] https://simpleflying.com/boeing-ttbw/
[3] https://www.bloomberg.com/tosv2.html?vid=&uuid=63131ac0-6deb-11ea-b930-717001f59d13&url=L25ld3MvYXJ0aWNsZXMvMjAyMC0wMy0yNC9ib2VpbmctZG9lc24tdC13YW50LWdvdmVybm1lbnQtdG8tdGFrZS1hLXN0YWtlLWNlby1jYWxob3VuLXNheXM=

Top URLs in Tweet in G1:
[1] https://twitter.com/i/web/status/1242963541570785283
[1] https://twitter.com/i/web/status/1242908113130393608
[1] https://twitter.com/i/web/status/1242229603126689792
[1] https://twitter.com/i/web/status/1242949620633870341
[1] https://twitter.com/i/web/status/1242943488271892480
[1] https://twitter.com/i/web/status/1242943157005717506
[1] https://twitter.com/i/web/status/1242943048037945348
[1] https://twitter.com/i/web/status/1242943024902127617

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1242962021739573248
[1] https://twitter.com/i/web/status/1242960792636579841
[1] https://twitter.com/i/web/status/1242958670545260544
[1] https://twitter.com/i/web/status/1242884812664385538
[1] https://twitter.com/i/web/status/1242844492383821825
[1] https://twitter.com/i/web/status/1242954077471940615
[1] https://twitter.com/i/web/status/1242840347044175877
[1] https://twitter.com/i/web/status/1242937496838770688

Top URLs in Tweet in G3:
[3] https://www.rt.com/business/484024-boeing-operations-suspension-coronavirus/
[2] https://www.reuters.com/article/us-boeing-737max-production-exclusive/exclusive-boeing-plans-737-max-production-restart-by-may-sources-idUSKBN21C005
[1] https://twitter.com/i/web/status/1242833519769989120
[1] https://twitter.com/i/web/status/1242964538326220801
[1] https://twitter.com/i/web/status/1242964212692942850
[1] https://twitter.com/i/web/status/1242427156019458050
[1] https://twitter.com/i/web/status/1242963998821232641
[1] https://sputniknews.com/business/202003241078692730-live-and-let-die-us-should-let-aviation-giant-boeing-go-bankrupt-not-bailed-out-economist-says/
[1] https://twitter.com/i/web/status/1242963362683727874
[1] https://twitter.com/i/web/status/1242962738378354688

Top URLs in Tweet in G4:
[78] https://twitter.com/GeoffRBennett/status/1242899862372470784
[1] https://twitter.com/i/web/status/1242795908015599616
[1] https://twitter.com/i/web/status/1242850169915244544
[1] https://twitter.com/i/web/status/1242947331231600640
[1] https://twitter.com/i/web/status/1242925888163008515

Top URLs in Tweet in G5:
[32] https://twitter.com/NivElis/status/1242528052241981443
[1] https://twitter.com/i/web/status/1242528052241981443
[1] https://thehill.com/policy/finance/489255-boeing-ceo-says-company-may-reject-stimulus-if-treasury-seeks-equity-stake
[1] https://twitter.com/i/web/status/1242908543604477954
[1] https://www.washingtonpost.com/business/2020/03/25/boeing-bailout-coronavirus/
[1] https://twitter.com/GeoffRBennett/status/1242899862372470784
[1] https://twitter.com/i/web/status/1242858437236658176

Top URLs in Tweet in G6:
[9] https://www.washingtonpost.com/business/2020/03/25/boeing-bailout-coronavirus/
[2] https://simpleflying.com/boeing-747-dreamlifter-why/
[2] https://thehill.com/policy/finance/489255-boeing-ceo-says-company-may-reject-stimulus-if-treasury-seeks-equity-stake
[2] https://www.geekwire.com/2020/boeing-airline-stocks-soar-higher-thanks-billions-dollars-promised-aid/
[2] https://www.vibiznews.com/2020/03/26/bursa-amerika-mixed-saham-boeing-melonjak-30-lebih/
[2] https://www.youtube.com/watch?v=Uzv8fAfs5po&feature=youtu.be

[2] https://www.heraldnet.com/news/inslee-signs-the-law-repealing-a-boeing-tax-break/
[1] https://apple.news/AzvswCOqTTxS6Q1EnZExZPQ
[1] https://twitter.com/i/web/status/1242934587627638784
[1] https://twitter.com/i/web/status/1242934588013522946

Top URLs in Tweet in G7:
[115] https://www.washingtonpost.com/business/2020/03/25/boeing-bailout-coronavirus/
[1] https://twitter.com/i/web/status/1242938999917838337
[1] https://twitter.com/i/web/status/1242938821957697538
[1] https://twitter.com/i/web/status/1242951296648384512
[1] https://twitter.com/i/web/status/1242950815238647808
[1] https://twitter.com/i/web/status/1242949624219848705

Top URLs in Tweet in G8:
[1] https://us.cnn.com/2020/03/25/politics/boeing-bailout/index.html
[1] https://twitter.com/i/web/status/1242962485638049792
[1] https://twitter.com/i/web/status/1242962476205031427
[1] https://twitter.com/i/web/status/1242168131860267009
[1] https://twitter.com/i/web/status/1242961987044290560
[1] https://twitter.com/i/web/status/1242961235395690496
[1] https://twitter.com/i/web/status/1242961789530378246
[1] https://twitter.com/i/web/status/1242961362386640897
[1] https://twitter.com/i/web/status/1242961417961189379
[1] https://twitter.com/i/web/status/1242080304464093190

Top URLs in Tweet in G9:
[1] https://twitter.com/i/web/status/1242598147760717825
[1] https://twitter.com/i/web/status/1242922021127720960
[1] https://twitter.com/i/web/status/1242930669459845120
[1] https://twitter.com/i/web/status/1242948477992292359

Top URLs in Tweet in G10:
[2] https://www.washingtonpost.com/business/2020/03/25/boeing-bailout-coronavirus/
[1] https://twitter.com/i/web/status/1242964744555954176
[1] https://twitter.com/i/web/status/1242964508412387335
[1] https://twitter.com/i/web/status/1242964623265071104
[1] https://twitter.com/i/web/status/1242893405119811584
[1] https://twitter.com/i/web/status/1242815344894492672
[1] https://twitter.com/i/web/status/1242491638997553153
[1] https://twitter.com/i/web/status/1242954884879540225
[1] https://twitter.com/i/web/status/1242954316580864005
[1] https://twitter.com/i/web/status/1242882016791670784

Top Domains
Top Domains in Tweet in Entire Graph:
[663] twitter.com
[148] washingtonpost.com
[15] thehill.com
[13] youtube.com
[6] thedailybeast.com
[6] bloomberg.com
[5] simpleflying.com
[4] cnn.com
[4] reuters.com
[4] stockcharts.com

Top Domains in Tweet in G1:
[8] twitter.com

Top Domains in Tweet in G2:
[8] twitter.com

Top Domains in Tweet in G3:
[81] twitter.com
[3] rt.com
[2] reuters.com
[1] sputniknews.com
[1] thehill.com
[1] youtube.com
[1] ceorater.com
[1] facebook.com

Top Domains in Tweet in G4:
[82] twitter.com

Top Domains in Tweet in G5:
[36] twitter.com
[1] thehill.com
[1] washingtonpost.com

Top Domains in Tweet in G6:
[113] twitter.com
[9] washingtonpost.com
[5] youtube.com
[3] simpleflying.com
[3] transponder1200.com
[2] msn.com
[2] reuters.com
[2] thehill.com
[2] bloomberg.com
[2] geekwire.com

Top Domains in Tweet in G7:
[115] washingtonpost.com
[5] twitter.com

Top Domains in Tweet in G8:
[26] twitter.com
[1] cnn.com
[1] businessinsider.com

Top Domains in Tweet in G9:
[4] twitter.com

Top Domains in Tweet in G10:
[15] twitter.com
[2] washingtonpost.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[40] boeing
[24] trumppressconf
[19] covid19
[11] covid2019
[9] avgeek
[8] ickyhaley
[8] airplanetime
[5] aviation
[5] coronavirus
[5] 737max



Top Hashtags in Tweet in G1:
[8] ickyhaley

Top Hashtags in Tweet in G2:
[4] dennismuilenburg

Top Hashtags in Tweet in G3:
[14] covid19
[7] airplanetime
[5] boeing
[2] boeingfara
[2] aviation
[2] atc
[1] cubanforpresident
[1] lindseygrahamsaysletthepooreatcake
[1] hp9901cmp
[1] copaair

Top Hashtags in Tweet in G6:
[13] boeing
[4] xplane11
[3] fuerteventura
[3] cnbcpathforward
[3] avgeek
[3] aviation
[2] stock
[2] holandeses
[2] kuwaitairways
[2] kuwait

Top Hashtags in Tweet in G8:
[2] boeing
[2] stock
[1] covid19
[1] stockmarket
[1] stimulusbill

Top Hashtags in Tweet in G10:
[2] qatarairways
[2] b777
[2] zrh
[2] klm
[1] photograghy
[1] photooftheday

Top Words
Top Words in Tweet in Entire Graph:
[2741] Words in Sentiment List#1: Positive
[4404] Words in Sentiment List#2: Negative
[9] Words in Sentiment List#3: Angry/Violent
[105181] Non-categorized Words
[112326] Total Words
[5387] boeing
[2205] money
[2115] lindsey
[2115] graham
[2097] adamparkhomenko

Top Words in Tweet in G1:
[2047] boeing
[2040] adamparkhomenko
[2012] money
[2009] nurses
[2006] fucking
[2005] lindsey
[2005] graham
[2005] throw
[2005] comes
[2005] starts

Top Words in Tweet in G2:
[513] boeing
[495] jordanuhl
[465] need
[464] woke
[464] cold
[464] sweat
[464] last
[464] night
[464] take
[464] stress

Top Words in Tweet in G3:
[378] boeing
[223] mcuban
[173] hey
[165] taxpayers
[164] look
[163] thinks
[162] sit
[162] negotiating
[162] table
[162] always

Top Words in Tweet in G4:
[303] boeing
[287] rashidatlaib
[284] check
[281] unacceptable
[281] bet
[281] waiting
[281] months
[10] bailout
[9] money
[4] adamparkhomenko

Top Words in Tweet in G5:
[295] boeing
[259] ceo
[138] nivelis
[137] bailout
[137] look
[137] options
[136] equity
[136] stake
[135] gov't
[135] forces

Top Words in Tweet in G6:
[180] boeing
[17] 737
[16] aid
[16] more
[15] package
[14] stock
[14] money
[13] billions
[13] #boeing
[13] airlines

Top Words in Tweet in G7:
[148] boeing
[117] crewcrew
[116] getting
[115] giant
[115] team
[115] lobbyists
[115] focused
[115] ordinary
[115] americans
[115] don

Top Words in Tweet in G8:
[48] boeing
[22] realdonaldtrump
[16] cernovich
[14] danscavino
[14] americans
[12] bailout
[11] bill
[10] support
[10] wall
[10] street

Top Words in Tweet in G9:
[350] boeing
[74] 1776americausa
[74] parts
[69] hear
[69] bitching
[69] understand
[69] builds
[69] airplanes
[3] sxdoc
[3] those

Top Words in Tweet in G10:
[33] boeing
[10] klm
[9] boeingairplanes
[7] aid
[7] washingtonpost
[6] government
[6] zrh
[6] 747
[5] business
[5] take

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[2111] lindsey,graham
[2062] graham,throw
[2062] throw,money
[2062] money,fucking
[2062] fucking,boeing
[2061] boeing,comes
[2061] comes,nurses
[2061] nurses,starts
[2061] starts,acting
[2060] adamparkhomenko,lindsey

Top Word Pairs in Tweet in G1:
[2006] fucking,boeing
[2005] lindsey,graham
[2005] graham,throw
[2005] throw,money
[2005] money,fucking
[2005] boeing,comes
[2005] comes,nurses
[2005] nurses,starts
[2005] starts,acting
[2004] adamparkhomenko,lindsey

Top Word Pairs in Tweet in G2:
[464] woke,cold
[464] cold,sweat
[464] sweat,last
[464] last,night
[464] night,take
[464] take,stress
[464] stress,anymore
[464] anymore,need
[464] need,bailout
[464] bailout,boeing

Top Word Pairs in Tweet in G3:
[162] sit,negotiating
[162] negotiating,table
[162] table,always
[162] always,look
[162] look,sucker
[162] sucker,obviously
[162] obviously,boeing
[162] boeing,thinks
[162] thinks,taxpayers
[161] mcuban,sit

Top Word Pairs in Tweet in G4:
[281] unacceptable,bet
[281] bet,boeing
[281] boeing,waiting
[281] waiting,months
[281] months,check
[280] rashidatlaib,unacceptable
[4] adamparkhomenko,lindsey
[4] lindsey,graham
[4] graham,throw
[4] throw,money

Top Word Pairs in Tweet in G5:
[259] boeing,ceo
[136] equity,stake
[135] ceo,gov't
[135] gov't,forces
[135] forces,give
[135] give,equity
[135] stake,bailout
[135] bailout,look
[135] look,options
[134] nivelis,boeing

Top Word Pairs in Tweet in G6:
[11] senate,aid
[11] aid,package
[11] package,quietly
[10] 737,max
[8] quietly,carves
[8] carves,billions
[8] billions,intended
[7] intended,boeing
[7] boeing,737
[6] boeing,officials

Top Word Pairs in Tweet in G7:
[115] crewcrew,boeing
[115] boeing,giant
[115] giant,team
[115] team,lobbyists
[115] lobbyists,focused
[115] focused,getting
[115] getting,ordinary
[115] ordinary,americans
[115] americans,don
[18] tax,cut

Top Word Pairs in Tweet in G8:
[10] wall,street
[9] support,200
[9] 200,americans
[9] americans,trillions
[9] trillions,wall
[9] street,boeing
[9] boeing,bailout
[9] bailout,bill
[9] bill,danscavino
[8] cernovich,support

Top Word Pairs in Tweet in G9:
[138] boeing,boeing
[69] hear,bitching
[69] bitching,boeing
[69] boeing,understand
[69] understand,boeing
[69] boeing,builds
[69] builds,airplanes
[69] airplanes,parts
[68] 1776americausa,hear
[68] parts,boeing

Top Word Pairs in Tweet in G10:
[6] boeing,747
[4] swiss,hb
[4] hb,jnh
[4] jnh,boeing
[4] boeing,777
[4] 777,3de
[4] 3de,zrh
[4] zrh,flyswiss
[4] flyswiss,zrh_airport
[4] boeing's,ceo

Top Replied-To
Top Replied-To in Entire Graph:
@mcuban
@adamparkhomenko
@boeing
@jordanuhl
@lindseygrahamsc
@thehill
@realdonaldtrump
@rashidatlaib
@senschumer
@cernovich

Top Replied-To in G1:
@adamparkhomenko
@bradleywhitford
@walterrharmoni2

Top Replied-To in G2:
@jordanuhl
@fjsea
@schweizerami
@jbjlock26
@momsfourthchild
@tonybartolomeo3

Top Replied-To in G3:
@mcuban
@boeing
@lindseygrahamsc
@sputnikint
@dashthree
@berniesanders
@melissamonetxxx
@proudresister
@rachelbovard
@akwolfrun907

Top Replied-To in G4:
@rashidatlaib

Top Replied-To in G5:
@nivelis
@aimeedemaio

Top Replied-To in G7:
@crewcrew
@sensei415
@princessbravato

Top Replied-To in G8:
@realdonaldtrump
@cernovich
@nytimes
@whitehouse
@yrechoheart
@mikewhitten16
@senatemajldr
@joegooding
@althedentist
@tomfitton

Top Replied-To in G9:
@1776americausa

Top Replied-To in G10:
@jimcramer
@business
@madmoneyoncnbc
@brendanburwood
@lvewg
@washingtonpost
@bs747
@nihaliwnl
@leehamnews
@jimjones1913

Top Mentioned
Top Mentioned in Entire Graph:
@adamparkhomenko
@jordanuhl
@boeing
@rashidatlaib
@mcuban
@b
@nivelis
@justinesarey
@crewcrew
@1776americausa

Top Mentioned in G1:
@adamparkhomenko
@greatscot_ish
@malcolmnance
@odelllynch9
@lseg1971
@kymnorton55
@walterrharmoni2
@notmyflymonkeys
@lindseygrahamsc
@kingofpoptweets

Top Mentioned in G2:
@jordanuhl
@boeing
@adamparkhomenko
@dmrdynamics
@momsfourthchild
@dosdank
@bbcfunfacts
@cmac324
@lolbereasonable
@schweizerami

Top Mentioned in G3:
@boeing
@mcuban
@b
@axios
@cnbc
@jimcramer
@berniesanders
@sputnikint
@flylaxairport
@alaskaair

Top Mentioned in G4:
@rashidatlaib
@adamparkhomenko
@jackallisonlol
@jordanuhl
@meretriciouspro
@nivelis
@sarahstars
@natpriorities
@shaunking

Top Mentioned in G5:
@nivelis
@justinesarey
@joncoopertweets
@adamparkhomenko
@jordanuhl
@sludge
@alexkotch
@crewcrew
@rashidatlaib
@chrishill2434

Top Mentioned in G6:
@capitalwatchcom

Top Mentioned in G7:
@crewcrew
@princessbravato
@adamparkhomenko
@boeing
@cherylcassel1
@webjinx

Top Mentioned in G8:
@danscavino
@realdonaldtrump
@cernovich
@realdona
@senatemajldr
@senategop
@boeing
@potus
@nytimes
@senjohnthune

Top Mentioned in G9:
@1776americausa
@sxdoc
@dianeloyd5
@hlaurora63
@carolm39
@jcoralpark

Top Mentioned in G10:
@boeing
@boeingairplanes
@klm
@washingtonpost
@flyswiss
@zrh_airport
@boeingeurope
@elonmusk
@swissspotter
@airbus

Top Tweeters
Top Tweeters in Entire Graph:
@wengcookie
@market_screener
@marcodacostafx
@delta
@raybae689
@klm
@liesesmarryhk
@aldubftnqt
@ellina_gen
@maria09121953

Top Tweeters in G1:
@russelltim151
@grandpooba5440
@paulstewartii
@trump_enemy
@windmillcharger
@stevekoehler22
@teram323tere
@amyayers16
@geegeebythesea
@edgeoforever

Top Tweeters in G2:
@kevincarson1
@andrea_51544005
@aspeed
@mimislittlelamb
@jjohnsonlaw
@krtgrphr
@james_savage15
@cosmosblue772
@loueezus
@bvielhaber

Top Tweeters in G3:
@debhiers1
@casey2513
@cnbc
@rt_com
@alaskaair
@albionsseed
@scottgtweets
@starchyarchie
@newsnetnews
@xx_betty_cx

Top Tweeters in G4:
@sophialamar1
@purplegarter1
@mlobrovich
@ke7zum
@toliro
@januaryhandl
@rob_camacho_sd
@sableviews
@bradparker_
@agentlinton

Top Tweeters in G5:
@aceredband1t
@brownandbella
@liskaaz
@29361rmsm
@palomastovall
@toastcrust
@fuddlecuddle
@ashishnh
@resinanian
@aimeedemaio

Top Tweeters in G6:
@market_screener
@visualstockrsrc
@voiceofthehwy
@nieuwsbliknl
@duke_robinson
@theladyarcher77
@redroadmaster
@monchitopelu
@eggmanorwalrus
@alfonslopeztena

Top Tweeters in G7:
@bkindngood
@kenkircher1
@pas5974
@princessbravato
@loulachat
@masg66
@richrake
@suepeac
@takinyera
@dbble5

Top Tweeters in G8:
@nytimes
@leahr77
@residentoffl
@cnn
@magagwen
@msnbc
@sassysculptor
@cassandrarules
@magacominginhot
@joegooding

Top Tweeters in G9:
@jver1
@superyayadize
@tigcook
@jcoralpark
@hlaurora63
@svagdis
@laylaalisha11
@ggeett37aaa
@schadetom
@sxdoc

Top Tweeters in G10:
@delta
@klm
@business
@iuy0jx47obzfilo
@washingtonpost
@brandonsblog
@survivor_johns
@karldickey
@mekmtl
@flyswiss