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droughtlander_2019-03-14_09-27-11.xlsx (experimental version)
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From:
Connected Action NodeXL-Reports
Uploaded on:
March 14, 2019
Description:
Description
The graph represents a network of 1,878 Twitter users whose recent tweets contained "droughtlander", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Thursday, 14 March 2019 at 16:28 UTC.

The tweets in the network were tweeted over the 9-day, 23-hour, 41-minute period from Monday, 04 March 2019 at 16:37 UTC to Thursday, 14 March 2019 at 16:18 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 : 1878
Unique Edges : 3412
Edges With Duplicates : 2555
Total Edges : 5967
Self-Loops : 100
Reciprocated Vertex Pair Ratio : 0.0187757201646091
Reciprocated Edge Ratio : 0.0368593789447109
Connected Components : 53
Single-Vertex Connected Components : 35
Maximum Vertices in a Connected Component : 1785
Maximum Edges in a Connected Component : 5857
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.612827
Graph Density : 0.00112368603060534
Modularity : 0.394044
NodeXL Version : 1.0.1.409

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[16] https://www.instagram.com/p/Bu4eoXfgjjS/?utm_source=ig_twitter_share&igshid=1d7h93u4fehn3
[15] https://www.instagram.com/p/Bu4l0E2AlAD/?utm_source=ig_twitter_share&igshid=rhvxjbf9ocl0
[15] https://www.instagram.com/p/Bu7FcvKgoPN/?utm_source=ig_twitter_share&igshid=ezt5keruprmp
[7] https://twitter.com/SamHeughan/status/1103115180693700610
[6] https://www.youtube.com/watch?v=HDf8nwv8y10&feature=youtu.be

[6] https://claireandjamie.com/2019/03/12/the-umbrella-academy-droughtlander/
[6] https://twitter.com/rrankinfans/status/1105242775686139904
[5] https://www.youtube.com/watch?v=vsuVCvwH_c4&feature=youtu.be

[3] https://www.youtube.com/watch?v=dviHqAUA76c&feature=youtu.be

[3] https://www.youtube.com/watch?v=ZGD6CoCKBAk&feature=youtu.be


Top URLs in Tweet in G1:
[1] https://twitter.com/SamHeughan/status/1103115180693700610
[1] https://twitter.com/outlanderisrael/status/1099384998308859911?s=12
[1] https://twitter.com/n_t_s/status/1104079582859276288
[1] https://twitter.com/samheughan/status/1103115180693700610
[1] https://gotham-ruaidh.tumblr.com/post/183255472361/bluecringle-samheughanfan1-repost-samheughan#_=_

Top URLs in Tweet in G2:
[4] https://claireandjamie.com/2019/03/12/the-umbrella-academy-droughtlander/
[3] https://twitter.com/outlander_starz/status/1065349131009318912
[2] https://www.instagram.com/p/Bu4l0E2AlAD/?utm_source=ig_twitter_share&igshid=rhvxjbf9ocl0
[1] https://fundly.com/preston-mill-wheel
[1] https://twitter.com/n_t_s/status/1104385126908260352
[1] https://twitter.com/caitrionambalfe/status/1105306248747065347
[1] https://twitter.com/lynetterice/status/1102793877142962176
[1] https://www.instagram.com/p/Buqyd0TFDwp/?utm_source=ig_twitter_share&igshid=10wvj9peursh2
[1] https://www.instagram.com/p/BuvEaHrlmX5/?utm_source=ig_twitter_share&igshid=5r685fvxgbog
[1] https://www.instagram.com/p/Buz-yq8FN6A/?utm_source=ig_twitter_share&igshid=1sfxelif2kkgu

Top URLs in Tweet in G3:
[7] https://www.instagram.com/p/Bu7FcvKgoPN/?utm_source=ig_twitter_share&igshid=ezt5keruprmp
[6] https://www.youtube.com/watch?v=HDf8nwv8y10&feature=youtu.be

[5] https://www.instagram.com/p/Bu4l0E2AlAD/?utm_source=ig_twitter_share&igshid=rhvxjbf9ocl0
[4] https://www.instagram.com/p/Bu4eoXfgjjS/?utm_source=ig_twitter_share&igshid=1d7h93u4fehn3
[4] https://www.youtube.com/watch?v=vsuVCvwH_c4&feature=youtu.be

[3] https://www.youtube.com/watch?v=dviHqAUA76c&feature=youtu.be

[2] https://claireandjamie.com/2019/03/12/the-umbrella-academy-droughtlander/
[1] https://www.instagram.com/p/Bu7o_Tigg1E/
[1] https://www.instagram.com/p/Bu7pnSLgnuD/
[1] https://meaww.com/outlander-season-5-murtagh-fitzgibbons-vs-jamie-fraser-regulators-governor-tryon-fergus-fan-theories

Top URLs in Tweet in G4:
[12] https://www.instagram.com/p/Bu4eoXfgjjS/?utm_source=ig_twitter_share&igshid=1d7h93u4fehn3
[8] https://www.instagram.com/p/Bu4l0E2AlAD/?utm_source=ig_twitter_share&igshid=rhvxjbf9ocl0
[8] https://www.instagram.com/p/Bu7FcvKgoPN/?utm_source=ig_twitter_share&igshid=ezt5keruprmp
[2] https://www.youtube.com/watch?v=ZGD6CoCKBAk&feature=youtu.be

[1] https://www.instagram.com/p/Bu-PVNvgmy_/?utm_source=ig_twitter_share&igshid=1aq4fxj1e5qqt
[1] https://www.instagram.com/p/Bu-PVRJAQlH/?utm_source=ig_twitter_share&igshid=p7yfy2dv5knc
[1] https://www.instagram.com/p/Bu-PVPkADpi/?utm_source=ig_twitter_share&igshid=1f8do5t6toh5k
[1] https://www.instagram.com/p/Bu7GuBiAb31/?utm_source=ig_twitter_share&igshid=r59zkldzygts
[1] https://www.instagram.com/p/BuzT3OYAohI/?utm_source=ig_twitter_share&igshid=tcw8btlxmce2
[1] https://www.instagram.com/p/Bu7GIn9gr91/?utm_source=ig_twitter_share&igshid=1lq3klu6z63el

Top URLs in Tweet in G5:
[5] https://twitter.com/SamHeughan/status/1103115180693700610
[2] https://rynawolfe.wordpress.com/2019/03/07/droughtlander-2019/
[2] https://amazon.com/dp/B003OIBNI8
[2] https://www.barnesandnoble.com/w/heart-of-the-lion-j-m-barlog/1027089317?ean=9780965471640
[2] https://www.amazon.com/dp/B07D6ZRHY4/ref=as_li_ss_tl?ie=UTF8&linkCode=sl1&tag=chesdelfav-20&linkId=51c29126253dd27067a427ef5ff6cfe2&language=en_US
[1] https://twitter.com/samheughan/status/1103115180693700610
[1] https://www.amazon.com/dp/B07NQ779X1/ref=cm_sw_r_tw_dp_U_x_AidACbN66RBV1
[1] https://www.superguide.nl/nieuws/5-fantasy-series-om-te-kijken-als-je-van-outlander-houdt-series
[1] https://twitter.com/OutlanderCostum/status/1104247953248542720
[1] http://privatetoursedinburgh.com/outlander-tours/is-shetland-the-ideal-solution-to-droughtlander/

Top URLs in Tweet in G6:
[1] https://www.etsy.com/uk/listing/643417852/outlander-season-4-mug-brave-the-new
[1] https://www.etsy.com/uk/listing/527431415/outlander-collectible-mug-licensed-mug
[1] https://www.etsy.com/uk/listing/530216007/outlander-mug-i-am-your-master-and-youre
[1] https://sass3journey.com/2019/03/03/coast-to-crest-trail-challenge-hike-1/
[1] https://read.amazon.com/kp/embed?preview=newtab&linkCode=kpe&ref_=cm_sw_r_kb_dp_ISSGCbCJEG86J&asin=B014LH2492

Top URLs in Tweet in G7:
[6] https://twitter.com/rrankinfans/status/1105242775686139904
[1] https://twitter.com/rankreckoneers/status/1106227713050730496
[1] https://twitter.com/monica1236/status/1105346203141562368
[1] https://www.eventbrite.com/e/his-minds-eye-tickets-57912258123
[1] https://twitter.com/monica1236/status/1102957624801124352
[1] https://twitter.com/ess270/status/1104219457889525760

Top Domains
Top Domains in Tweet in Entire Graph:
[61] instagram.com
[37] twitter.com
[21] youtube.com
[11] amazon.com
[8] com.au
[8] claireandjamie.com
[3] etsy.com
[3] wordpress.com
[2] tumblr.com
[2] nodexlgraphgallery.org

Top Domains in Tweet in G1:
[4] twitter.com
[1] tumblr.com

Top Domains in Tweet in G2:
[6] twitter.com
[6] claireandjamie.com
[5] instagram.com
[1] fundly.com

Top Domains in Tweet in G3:
[20] instagram.com
[17] youtube.com
[8] com.au
[2] claireandjamie.com
[1] meaww.com
[1] collider.com
[1] twitter.com
[1] facebook.com

Top Domains in Tweet in G4:
[36] instagram.com
[2] youtube.com
[1] tumblr.com
[1] twitter.com

Top Domains in Tweet in G5:
[10] twitter.com
[10] amazon.com
[3] wordpress.com
[2] barnesandnoble.com
[2] youtube.com
[1] superguide.nl
[1] privatetoursedinburgh.com

Top Domains in Tweet in G6:
[3] etsy.com
[1] sass3journey.com
[1] amazon.com

Top Domains in Tweet in G7:
[10] twitter.com
[1] eventbrite.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[1871] droughtlander
[669] outlander
[318] jgssets
[268] thespanishprincess
[47] jamiefraser
[39] richardrankin
[33] outlanderfans
[31] fierycross
[29] thefierycross
[28] frasersridge



Top Hashtags in Tweet in G1:
[880] droughtlander
[36] outlander
[15] jamiefraser
[10] forastera
[9] juandeldiablo
[9] haggards
[9] santamonica
[9] corazonsalvaje
[9] frasesquepodiahaberdicho
[9] sequiaoutlander

Top Hashtags in Tweet in G2:
[240] thespanishprincess
[182] droughtlander
[63] outlander
[26] jgssets
[10] outlanderseason4
[8] outlanders4
[6] drawing
[6] art
[6] jamiefraser
[4] jamie

Top Hashtags in Tweet in G3:
[381] droughtlander
[277] outlander
[99] jgssets
[31] fierycross
[29] outlanderfans
[23] thefierycross
[22] frasersridge
[22] thebugs
[22] waitingmeanscreating
[21] jamiefraser

Top Hashtags in Tweet in G4:
[298] droughtlander
[226] outlander
[186] jgssets
[16] outlanderkitchen2
[16] hooray
[16] outin2020
[16] 100newrecipes
[11] samheughan
[11] thespanishprincess
[11] giveaway

Top Hashtags in Tweet in G5:
[33] droughtlander
[18] outlander
[4] scotland
[4] celts
[3] fridayreads
[3] gameofthrones
[2] withoutlanderagain
[2] medievaltwitter
[2] noromanshere
[1] outlanderseason5

Top Hashtags in Tweet in G6:
[15] droughtlander
[11] outlander
[2] jgssets
[2] hiking
[1] outlanderfans
[1] frasersridge
[1] thebugs
[1] waitingmeanscreating
[1] thefierycross
[1] buch

Top Hashtags in Tweet in G7:
[28] richardrankin
[28] droughtlander
[14] outlander
[11] pocketrr
[6] btstickets
[6] artwork
[6] artistsoninstagram
[6] actorlife
[6] auction
[6] gifts

Top Hashtags in Tweet in G8:
[7] droughtlander
[3] outlander
[1] got
[1] thespanishprincess

Top Hashtags in Tweet in G9:
[8] droughtlander
[2] outlander
[2] babies
[1] mpc2019
[1] omaze

Top Words
Top Words in Tweet in Entire Graph:
[1958] Words in Sentiment List#1: Positive
[1184] Words in Sentiment List#2: Negative
[2] Words in Sentiment List#3: Angry/Violent
[45675] Non-categorized Words
[48817] Total Words
[2289] droughtlander
[2122] t
[1334] samheughan
[1079] wait
[1065] s5

Top Words in Tweet in G1:
[1682] t
[883] droughtlander
[862] samheughan
[843] read
[843] s5
[842] wait
[841] update
[841] several
[841] scripts
[841] started

Top Words in Tweet in G2:
[461] droughtlander
[356] outlander_starz
[247] new
[245] already
[244] starz
[243] show
[241] find
[241] favorite
[240] thespanishprincess
[239] feeling

Top Words in Tweet in G3:
[422] droughtlander
[291] outlander
[212] samheughan
[181] outlander_starz
[127] jongarysteele
[119] t
[116] barrywaldo
[107] season
[99] jgssets
[90] jamie

Top Words in Tweet in G4:
[322] droughtlander
[227] outlander
[196] barrywaldo
[193] jongarysteele
[186] jgssets
[158] outlander_starz
[127] t
[113] season
[83] samheughan
[81] jamie

Top Words in Tweet in G5:
[43] droughtlander
[20] outlander
[6] season
[5] time
[5] t
[5] scotland
[5] fans
[5] celts
[4] now
[4] love

Top Words in Tweet in G6:
[16] droughtlander
[11] outlander
[8] t
[5] finding
[5] tough
[5] help
[5] yourself
[5] through
[5] collectible
[5] handmade

Top Words in Tweet in G7:
[29] droughtlander
[28] richardrankin
[19] monica1236
[17] brooklyn
[14] outlander
[14] buy
[11] new
[11] meaning
[11] celebrity
[11] photographer

Top Words in Tweet in G8:
[10] droughtlander
[4] outlander_starz
[4] t
[3] samheughan
[3] outlander
[2] back
[2] update
[2] s
[2] coriejcross
[2] show

Top Words in Tweet in G9:
[10] droughtlander
[6] samheughan
[5] t
[4] loutlander
[3] mypeakchallenge
[3] m
[3] scotland
[3] yes
[3] date
[3] during

Top Words in Tweet in G10:
[20] droughtlander
[10] e
[8] não
[7] eles
[6] proudzaddy
[6] eu
[5] acho
[5] zayn
[4] os
[4] ter

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[1061] t,wait
[1043] samheughan,droughtlander
[1038] droughtlander,update
[1037] won,t
[1035] update,read
[1035] read,several
[1035] several,scripts
[1035] t,disappointed
[1035] wait,started
[1034] scripts,s5

Top Word Pairs in Tweet in G1:
[841] droughtlander,update
[841] update,read
[841] read,several
[841] t,wait
[840] several,scripts
[840] scripts,s5
[840] s5,won
[840] won,t
[840] t,disappointed
[840] disappointed,t

Top Word Pairs in Tweet in G2:
[241] droughtlander,already
[241] favorite,show
[240] find,new
[240] new,favorite
[239] feeling,effects
[239] effects,droughtlander
[239] already,find
[239] show,thespanishprincess
[239] thespanishprincess,comes
[239] comes,starz

Top Word Pairs in Tweet in G3:
[123] droughtlander,outlander
[98] jongarysteele,droughtlander
[88] outlander,jgssets
[74] samheughan,caitrionambalfe
[72] jamie,claire
[71] rikrankin,skeltonsophie
[70] writer_dg,samheughan
[68] outlander_starz,writer_dg
[67] caitrionambalfe,rikrankin
[62] t,wait

Top Word Pairs in Tweet in G4:
[192] droughtlander,outlander
[178] jongarysteele,droughtlander
[157] outlander,jgssets
[92] outlander_starz,barrywaldo
[79] jamie,claire
[73] claire,cabin
[73] season,4
[64] several,scripts
[64] t,wait
[63] samheughan,droughtlander

Top Word Pairs in Tweet in G5:
[8] outlander,droughtlander
[3] don,t
[3] droughtlander,outlander
[3] outlander,gameofthrones
[3] gameofthrones,fans
[3] fans,review
[3] review,hero
[3] hero,knights
[3] knights,sword
[3] sword,fights

Top Word Pairs in Tweet in G6:
[5] finding,droughtlander
[5] droughtlander,tough
[5] tough,help
[5] help,yourself
[5] yourself,through
[5] through,collectible
[5] collectible,handmade
[5] handmade,official
[5] official,merchandise
[5] merchandise,outlander

Top Word Pairs in Tweet in G7:
[11] new,meaning
[11] meaning,celebrity
[11] celebrity,photographer
[11] photographer,droughtlander
[11] droughtlander,richardrankin
[11] richardrankin,pocketrr
[10] outlanderfan_nl,new
[8] many,rankin
[8] rankin,s
[8] s,one

Top Word Pairs in Tweet in G8:
[2] samheughan,outlander_starz
[2] outlander,droughtlander
[2] don,t

Top Word Pairs in Tweet in G9:
[2] samheughan,mypeakchallenge
[2] mypeakchallenge,omazeworld
[2] isn,t
[2] samheughan,droughtlander
[2] loutlander,image
[2] image,twitter
[2] twitter,banner
[2] banner,during
[2] during,s1
[2] s1,s2

Top Word Pairs in Tweet in G10:
[6] droughtlander,proudzaddy
[3] não,vai
[3] meninos,queriam
[2] e,os
[2] acho,eles
[2] eles,deveriam
[2] deveriam,ter
[2] vai,mesma
[2] mesma,coisa
[2] proudzaddy,acabou

Top Replied-To
Top Replied-To in Entire Graph:
@samheughan
@droughtlander
@outlander_starz
@lucilla_moon59
@jongarysteele
@jessleblanc1981
@angusangels
@outlanderdish
@ladybay8
@kjpphotography

Top Replied-To in G1:
@samheughan
@outlander_cso
@forasterawiki
@w_network
@writer_dg
@angusangels
@justjared

Top Replied-To in G2:
@samheughan
@outlander_starz
@jessleblanc1981
@emmagbeauchamp
@mymtbrain
@kayleyannemiles
@lcb257
@brownie_mac
@mattcartermedia

Top Replied-To in G3:
@samheughan
@lucilla_moon59
@outlander_starz
@angusangels
@cesardomboy
@danielalippke
@jessleblanc1981
@eva333pascoe
@okiemom50
@wendym215

Top Replied-To in G4:
@samheughan
@jongarysteele
@ladybay8
@barrywaldo
@courtilini14
@colinmcfarlane
@djzjcz
@thenewredplaid
@mauijanderson
@outlandertvnews

Top Replied-To in G8:
@samheughan
@queenandadream
@raelovesol
@a_badassunicorn
@bonnie_bon1

Top Replied-To in G9:
@loutlander
@samheughan
@patr17504
@outlander_starz

Top Replied-To in G10:
@droughtlander

Top Mentioned
Top Mentioned in Entire Graph:
@samheughan
@outlander_starz
@barrywaldo
@jongarysteele
@starz
@caitrionambalfe
@rikrankin
@writer_dg
@mymtbrain
@skeltonsophie

Top Mentioned in G1:
@samheughan
@caitrionambalfe
@forasterawiki
@w_network
@outlander_starz
@outlanderisrael
@greatlaugh
@purpleiris13
@jessleblanc1981

Top Mentioned in G2:
@outlander_starz
@starz
@samheughan
@jongarysteele
@barrywaldo
@colinmcfarlane
@caitrionambalfe
@jessleblanc1981
@mymtbrain

Top Mentioned in G3:
@samheughan
@outlander_starz
@jongarysteele
@barrywaldo
@caitrionambalfe
@writer_dg
@rikrankin
@mymtbrain
@skeltonsophie
@tartarugatanya

Top Mentioned in G4:
@barrywaldo
@jongarysteele
@outlander_starz
@samheughan
@adg800
@outlanderkitchn
@stuartbryce
@starz
@mauijanderson
@purpleiris13

Top Mentioned in G5:
@wolfetales
@jmbarlog

Top Mentioned in G6:
@samheughan
@sass3journey
@scandsassenachs
@outlanderitaly
@outlanderpolan1
@outlandernorway
@outlandrgermany
@jbceramics
@jongarysteele
@barrywaldo

Top Mentioned in G7:
@monica1236
@outlanderfan_nl
@rikrankin
@samheughan
@outlander_starz
@outlanderkitchn
@jessleblanc1981
@tartarugatanya
@jongarysteele

Top Mentioned in G8:
@outlander_starz
@coriejcross
@outlander_jcf
@iamnottrisha
@writer_dg
@samheughan
@caitrionambalfe
@starz
@ginapustorino
@reenactor1863

Top Mentioned in G9:
@samheughan
@mypeakchallenge
@omazeworld
@caitrionambalfe
@loutlander
@outlander_starz
@omaze
@awklander

Top Mentioned in G10:
@proudzaddy
@firespyre
@0s0l_
@droughtlander

Top Tweeters
Top Tweeters in Entire Graph:
@djzjcz
@beefareeno
@caravaggio12
@ciocia
@4everpetesgirl
@lisaannega
@airlift1300
@sagehillfarms
@570karen
@dolaniklaus

Top Tweeters in G1:
@caravaggio12
@4everpetesgirl
@airlift1300
@570karen
@_haikusgoddess
@tennantes
@loonylaura
@heartofmcvey
@samcaitscat
@chasingspooks

Top Tweeters in G2:
@beefareeno
@lisaannega
@dolaniklaus
@oh_ji_hyun
@gordis82rosada
@annabalfe
@tatianealves
@mattcartermedia
@leorule4ever
@stuartroxy

Top Tweeters in G3:
@danielalippke
@ariadne38
@mymtbrain
@mary_markssngr
@fulvia14130533
@ginapustor123
@ksrnv
@mysticwolf14
@debrob1947
@gattino73

Top Tweeters in G4:
@djzjcz
@raquelita77bo
@june15again
@csiswim
@twingles321
@raquelm1292
@h_glumace
@vinessavasquez
@wilson4cindy
@ladycecilynevil

Top Tweeters in G5:
@stroppy_girl
@jmbarlog
@yuho68
@fullhobyme
@outlanderlsbr
@wolfetales
@sues_reality
@khettie
@fienchen82
@heidibuswiss

Top Tweeters in G6:
@musikfilmelesen
@ssassenachs
@leserkanone
@outlander_world
@outlanderirela1
@outlanderfrance
@tinka2704
@outlanderitaly
@outlandrgermany
@lese_tipps

Top Tweeters in G7:
@sagehillfarms
@monica1236
@rrankins_brows
@outlanderfan_nl
@ess270
@bioko
@maionegg
@jaydon23
@rrankinbrain
@bluekako

Top Tweeters in G8:
@a_badassunicorn
@coriejcross
@outlander_jcf
@iamnottrisha
@bonnie_bon1
@bettynonna47
@tinkerbelle1972
@reenactor1863
@judithannd23
@raelovesol

Top Tweeters in G9:
@loutlander
@omaze
@mypeakchallenge
@patr17504
@realjustjan
@awklander
@iamileanamae
@shelbyrobe
@attytodd753
@mburpee4

Top Tweeters in G10:
@trueblvd
@heresminho
@firespyre
@0s0l_
@kidrawuhlx
@putskiimber
@kyliestarbaby
@proalivio
@proudzaddy
@fematiazo_