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#hearties_2017-08-12_18-21-15.xlsx
#hearties_2017-08-12_18-21-15.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
August 13, 2017
Short Description:
#hearties via NodeXL http://bit.ly/2hUXlK5
@loriloughlin
@hallmarkchannel
@erinkrakow
@wcth_tv
@nicole5wheeler
@destinyth0mas
@hallmarkmovie

Description:
Description
The graph represents a network of 886 Twitter users whose tweets in the requested range contained "#hearties", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 13 August 2017 at 03:14 UTC.

The requested start date was Sunday, 13 August 2017 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 7-day, 2-hour, 13-minute period from Saturday, 05 August 2017 at 21:18 UTC to Saturday, 12 August 2017 at 23:31 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 : 886
Unique Edges : 3767
Edges With Duplicates : 11741
Total Edges : 15508
Self-Loops : 306
Reciprocated Vertex Pair Ratio : 0.0563743551952837
Reciprocated Edge Ratio : 0.106731775374956
Connected Components : 31
Single-Vertex Connected Components : 15
Maximum Vertices in a Connected Component : 792
Maximum Edges in a Connected Component : 15317
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.682679
Graph Density : 0.00731274948667917
Modularity : 0.164489
NodeXL Version : 1.0.1.386

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[59] https://www.youtube.com/watch?v=iLOiTqOkhHM&feature=youtu.be
[29] https://twitter.com/desireedeeanne/status/895034654759280643
[28] https://www.indiegogo.com/projects/last-stand-to-nowhere-film/x/16973888#/backers
[25] https://twitter.com/kalvarez1221/status/895668527331512321
[24] https://twitter.com/realevabourne/status/895093759548850177
[23] https://www.indiegogo.com/projects/last-stand-to-nowhere-film/x/16973888#/
[17] https://twitter.com/nicole5wheeler/status/894389957162221569
[15] https://www.youtube.com/watch?v=dwiaTabkQko&feature=youtu.be
[13] https://twitter.com/brennalel/status/894370226430554112
[12] https://twitter.com/marec07/status/895486268984786947

Top URLs in Tweet in G1:
[18] https://www.youtube.com/watch?v=iLOiTqOkhHM&feature=youtu.be
[11] https://twitter.com/brennalel/status/894370226430554112
[10] https://twitter.com/kalvarez1221/status/895668527331512321
[8] https://twitter.com/realevabourne/status/895093759548850177
[6] https://twitter.com/nicole5wheeler/status/894389957162221569
[5] https://twitter.com/sarahje23062855/status/893153335263494144
[5] https://twitter.com/desireedeeanne/status/895034654759280643
[4] https://www.youtube.com/watch?v=dwiaTabkQko&feature=youtu.be
[3] https://www.instagram.com/p/BXlu_DtFrH4/
[3] https://twitter.com/TeachOn83/status/894374128660094976

Top URLs in Tweet in G2:
[28] https://www.indiegogo.com/projects/last-stand-to-nowhere-film/x/16973888#/backers
[21] https://www.indiegogo.com/projects/last-stand-to-nowhere-film/x/16973888#/
[21] https://twitter.com/desireedeeanne/status/895034654759280643
[14] https://twitter.com/realevabourne/status/895093759548850177
[13] https://www.youtube.com/watch?v=iLOiTqOkhHM&feature=youtu.be
[10] https://twitter.com/kalvarez1221/status/895668527331512321
[9] https://twitter.com/marec07/status/895486268984786947
[5] https://twitter.com/superchannel/status/895022349812150276
[5] https://www.instagram.com/p/BXlu_DtFrH4/
[5] https://twitter.com/puggy123/status/894022268313116672

Top URLs in Tweet in G3:
[21] https://www.youtube.com/watch?v=iLOiTqOkhHM&feature=youtu.be
[6] https://twitter.com/nicole5wheeler/status/894389957162221569
[2] https://twitter.com/kalvarez1221/status/895668527331512321
[1] https://twitter.com/i/web/status/792240183101972480
[1] https://twitter.com/i/web/status/894377256583405568
[1] https://twitter.com/loriloughlin/status/882313547702718464
[1] https://www.instagram.com/p/BXRqKeCgWvX/
[1] https://www.instagram.com/p/BXRgWFHgktv/
[1] https://twitter.com/sarahje23062855/status/893153335263494144
[1] https://www.youtube.com/watch?v=NisLFBNNzIs

Top URLs in Tweet in G4:
[9] https://www.youtube.com/watch?v=dwiaTabkQko&feature=youtu.be
[6] https://www.youtube.com/watch?v=iLOiTqOkhHM&feature=youtu.be
[5] https://twitter.com/puggy123/status/894022268313116672
[4] http://mydevotionalthoughts.net/2017/04/interview-with-actor-camden-filtness-when-calls-the-heart.html
[3] https://twitter.com/kalvarez1221/status/895668527331512321
[3] https://twitter.com/KathyHelms4/status/894511427716882434
[2] https://www.indiegogo.com/projects/last-stand-to-nowhere-film/x/16973888#/
[2] https://twitter.com/desireedeeanne/status/895034654759280643
[2] https://twitter.com/realevabourne/status/895093759548850177
[2] https://twitter.com/KathyHelms4/status/892700881631797249

Top URLs in Tweet in G5:
[1] https://twitter.com/i/web/status/896255938981744640
[1] https://twitter.com/i/web/status/893571049610260484
[1] https://twitter.com/i/web/status/891487012775239681
[1] https://twitter.com/i/web/status/893973395272019968
[1] https://twitter.com/i/web/status/893990261390487554
[1] https://twitter.com/i/web/status/894023728081891328
[1] https://twitter.com/i/web/status/894069803685744640
[1] https://twitter.com/i/web/status/894073556472147968
[1] https://twitter.com/i/web/status/894081610303385600
[1] https://twitter.com/i/web/status/894084880715395072

Top URLs in Tweet in G6:
[1] https://twitter.com/huttonpascale/status/894373740410052608

Top URLs in Tweet in G7:
[1] https://www.youtube.com/watch?v=r9My0Nua3g8&feature=youtu.be
[1] https://www.facebook.com/nancy.rabalais/posts/10210308354968742
[1] https://twitter.com/fightfortheftr/status/894633273372135424
[1] https://twitter.com/janettemsu/status/894567963193479168
[1] https://twitter.com/i/web/status/894963769977262081
[1] http://www.nedricknews.com/rohan-dies-in-pakistan-due-to-dehydration/
[1] https://twitter.com/i/web/status/894972800976379904
[1] https://www.youtube.com/watch?v=Tg_a3BASVh8&feature=youtu.be
[1] https://en.wikipedia.org/wiki/Erin_Krakow?veaction=edit&summary=%23FixmeBot

Top URLs in Tweet in G9:
[6] https://www.etsy.com/listing/469719023/bikini-bottom-with-heart-sequin-bikini?ref=shop_home_active_3#

Top URLs in Tweet in G10:
[2] https://www.amazon.com/Heavenly-Oak-Philip-Bauer-ebook/dp/B0746D7LZZ/ref=sr_1_1?s=digital-text&ie=UTF8&qid=1501862098&sr=1-1&keywords=The+Heavenly+Oak
[1] https://twitter.com/i/web/status/893550665414332416
[1] https://twitter.com/i/web/status/893544956203159552

Top Domains
Top Domains in Tweet in Entire Graph:
[993] twitter.com
[96] youtube.com
[57] indiegogo.com
[31] instagram.com
[6] etsy.com
[6] edifyfilms.com
[5] mydevotionalthoughts.net
[5] amazon.com
[4] pixels.com
[2] facebook.com

Top Domains in Tweet in G1:
[237] twitter.com
[25] youtube.com
[7] instagram.com
[2] fb.me
[2] amazon.com
[2] caravansonnet.com
[1] gofundme.com
[1] pixels.com
[1] po.st

Top Domains in Tweet in G2:
[447] twitter.com
[54] indiegogo.com
[27] youtube.com
[20] instagram.com
[5] edifyfilms.com
[3] pixels.com
[1] all-that-glitters.blog
[1] youtu.be
[1] vimeo.com
[1] mydevotionalthoughts.net

Top Domains in Tweet in G3:
[28] twitter.com
[23] youtube.com
[2] instagram.com

Top Domains in Tweet in G4:
[197] twitter.com
[18] youtube.com
[4] mydevotionalthoughts.net
[3] indiegogo.com
[2] instagram.com
[1] do.you
[1] perfection.love
[1] anna.love
[1] amazon.com
[1] edifyfilms.com

Top Domains in Tweet in G5:
[69] twitter.com

Top Domains in Tweet in G6:
[1] twitter.com

Top Domains in Tweet in G7:
[4] twitter.com
[2] youtube.com
[1] facebook.com
[1] nedricknews.com
[1] wikipedia.org

Top Domains in Tweet in G9:
[6] etsy.com

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

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[5001] hearties
[469] garagesalemystery
[269] sleuthers
[255] chessies
[227] coalvalleysaga
[218] heartieart
[180] mountiemonday
[176] wcth
[166] thorntonthatcherthursday
[160] teamjack



Top Hashtags in Tweet in G1:
[1356] hearties
[218] garagesalemystery
[131] chessies
[129] sleuthers
[85] chesapeakeshores
[56] heartieart
[56] teamjack
[46] wcth
[41] rewatchpartys2ep2
[39] thorntonthatcherthursday

Top Hashtags in Tweet in G2:
[2315] hearties
[215] coalvalleysaga
[127] garagesalemystery
[119] wcth
[98] heartieart
[79] thorntonthatcherthursday
[78] teamjack
[68] mountiemonday
[62] heartiesofgermany
[58] sleuthers

Top Hashtags in Tweet in G3:
[221] hearties
[92] garagesalemystery
[45] sleuthers
[42] chessies
[15] chesapeakeshores
[13] rewatchpartys2ep2
[5] wcth
[5] postables
[4] hallmarkies
[3] gastroparesis

Top Hashtags in Tweet in G4:
[902] hearties
[76] mountiemonday
[63] heartieart
[47] thorntonthatcherthursday
[41] whentomorrowcomes
[36] sleuthers
[33] rewatchpartys2ep2
[32] garagesalemystery
[27] kidswednesday
[27] thatchertuesday

Top Hashtags in Tweet in G5:
[108] yearofjane
[108] historicalfiction
[108] pioneerhearts
[108] westernromance
[108] hearties
[108] train
[108] sweetromance
[108] historical
[21] cleanread

Top Hashtags in Tweet in G6:
[19] cheasapeakeshores
[19] hearties

Top Hashtags in Tweet in G7:
[15] hearties
[2] justcause
[1] whencallstheheart
[1] writingprompt
[1] postables
[1] teamjack
[1] gemologica
[1] heart
[1] fashion
[1] pakistan

Top Hashtags in Tweet in G8:
[8] vss
[8] hearties
[1] micropoetry

Top Hashtags in Tweet in G9:
[6] bikinibottom
[6] fashion
[6] swimwear
[6] style
[6] hearties
[1] sexy
[1] swimsuit
[1] shop

Top Hashtags in Tweet in G10:
[15] hearties
[13] heaven
[12] spirituality
[7] beautiful
[5] amreading
[3] fridaymotivation
[3] incrediblethoughts
[3] book
[3] faith
[2] musical

Top Words
Top Words in Tweet in Entire Graph:
[3339] Words in Sentiment List#1: Positive
[610] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[70993] Non-categorized Words
[74942] Total Words
[5034] hearties
[1229] erinkrakow
[1099] wcth_tv
[1094] hallmarkchannel
[846] dlissing

Top Words in Tweet in G1:
[1364] hearties
[442] hallmarkchannel
[416] erinkrakow
[370] wcth_tv
[293] dlissing
[248] loriloughlin
[218] garagesalemystery
[184] janettemsu
[144] love
[132] chessies

Top Words in Tweet in G2:
[2333] hearties
[524] erinkrakow
[414] wcth_tv
[403] hallmarkchannel
[330] dlissing
[257] loriloughlin
[236] bibeltv
[231] seanchaidh
[229] nicole5wheeler
[225] janettemsu

Top Words in Tweet in G3:
[224] hearties
[148] loriloughlin
[92] garagesalemystery
[89] hallmarkmovie
[71] tweet
[57] tonight
[55] 2
[52] sure
[51] paulgreenemedia
[49] miss

Top Words in Tweet in G4:
[905] hearties
[275] wcth_tv
[248] erinkrakow
[214] dlissing
[209] hallmarkchannel
[188] kathyhelms4
[111] linsteadnjh
[108] puggy123
[105] nicole5wheeler
[102] ruthhill74

Top Words in Tweet in G5:
[108] yearofjane
[108] historicalfiction
[108] pioneerhearts
[108] westernromance
[108] hearties
[108] train
[108] sweetromance
[108] historical
[39] kansascrossroad
[21] cleanread

Top Words in Tweet in G6:
[19] bree
[19] rosemary
[19] meet
[19] think
[19] blast
[19] cheasapeakeshores
[19] hearties
[18] emilieullerup

Top Words in Tweet in G7:
[15] hearties
[3] heart
[2] justcause
[2] save
[2] gemologica
[2] pakistan
[2] day

Top Words in Tweet in G8:
[32] words
[16] bring
[16] away
[8] home
[8] take
[8] peace
[8] steal
[8] vss
[8] hearties
[7] huh_watnow

Top Words in Tweet in G9:
[6] heart
[6] bikini
[6] bottom
[6] back
[6] stock
[6] bikinibottom
[6] fashion
[6] swimwear
[6] style
[6] hearties

Top Words in Tweet in G10:
[15] hearties
[13] book
[13] heaven
[12] spirituality
[10] trifectapublish
[9] bestjohnnycash
[8] heavenly
[8] oak
[7] new
[7] novel

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[468] erinkrakow,dlissing
[264] wcth_tv,hallmarkchannel
[217] hallmarkchannel,wcth_tv
[195] hearties,heartieart
[183] kathyhelms4,hearties
[153] hearties,coalvalleysaga
[147] dlissing,hallmarkchannel
[145] farley551,sandstonya
[145] hallmarkmovie,hearties
[144] manliusclerk,bridget03

Top Word Pairs in Tweet in G1:
[184] erinkrakow,dlissing
[92] hallmarkchannel,wcth_tv
[70] chessies,sleuthers
[63] wcth_tv,hallmarkchannel
[60] hearties,hallmarkchannel
[60] wcth_tv,hearties
[57] hearties,love
[52] garagesalemystery,chesapeakeshores
[49] dlissing,hallmarkchannel
[48] hallmarkchannel,erinkrakow

Top Word Pairs in Tweet in G2:
[170] erinkrakow,dlissing
[147] hearties,coalvalleysaga
[118] wcth_tv,hallmarkchannel
[91] hearties,heartieart
[82] kathyhelms4,hearties
[79] hearties,wcth
[76] donate,10
[74] hearties,wcth_tv
[72] hallmarkchannel,wcth_tv
[72] 10,lstnmovie

Top Word Pairs in Tweet in G3:
[60] hallmarkmovie,hearties
[57] garagesalemystery,hallmarkmovie
[48] miss,loriloughlin
[48] loriloughlin,garagesalemystery
[48] hearties,b
[48] b,sure
[48] sure,2
[48] 2,share
[48] share,tweet
[48] tweet,tonight

Top Word Pairs in Tweet in G4:
[107] erinkrakow,dlissing
[92] farley551,sandstonya
[92] sandstonya,puggy123
[92] puggy123,gypsiny
[91] manliusclerk,bridget03
[91] bridget03,farley551
[91] gypsiny,auntdawn1910
[89] ruthhill74,hearties
[86] hearties,manliusclerk
[83] wcth_tv,hallmarkchannel

Top Word Pairs in Tweet in G5:
[108] yearofjane,historicalfiction
[108] historicalfiction,pioneerhearts
[108] pioneerhearts,westernromance
[108] westernromance,hearties
[108] hearties,train
[108] train,sweetromance
[108] sweetromance,historical
[39] kansascrossroad,yearofjane
[21] historical,cleanread
[21] cleanread,h

Top Word Pairs in Tweet in G6:
[19] bree,rosemary
[19] rosemary,meet
[19] meet,think
[19] think,blast
[19] blast,cheasapeakeshores
[19] cheasapeakeshores,hearties
[18] emilieullerup,bree

Top Word Pairs in Tweet in G7:
[2] hearties,justcause

Top Word Pairs in Tweet in G8:
[16] words,bring
[8] bring,home
[8] home,words
[8] words,take
[8] take,away
[8] away,words
[8] bring,peace
[8] peace,words
[8] words,steal
[8] steal,away

Top Word Pairs in Tweet in G9:
[6] heart,bikini
[6] bikini,bottom
[6] bottom,back
[6] back,stock
[6] stock,bikinibottom
[6] bikinibottom,fashion
[6] fashion,swimwear
[6] swimwear,style
[6] style,hearties
[5] terezasuessman,heart

Top Word Pairs in Tweet in G10:
[10] heaven,spirituality
[10] spirituality,hearties
[8] heavenly,oak
[7] new,novel
[7] novel,bestjohnnycash
[7] beautiful,book
[7] book,afterlife
[7] afterlife,heaven
[5] trifectapublish,new
[4] bestjohnnycash,beautiful

Top Replied-To
Top Replied-To in Entire Graph:
@erinkrakow
@janettemsu
@nicole5wheeler
@sarahje23062855
@loriloughlin
@kalvarez1221
@carolinaheartie
@mkl712
@kathyhelms4
@wcth_tv

Top Replied-To in G1:
@erinkrakow
@wcth_tv
@sarahje23062855
@janettemsu
@debby65657725
@bookcircleon
@kalvarez1221
@hallmarkchannel
@huttonpascale
@loriloughlin

Top Replied-To in G2:
@erinkrakow
@janettemsu
@jamieschatz1
@nicole5wheeler
@sabiene16
@loriloughlin
@realevabourne
@destinyth0mas
@biancaheim87
@blackstonej

Top Replied-To in G3:
@loriloughlin
@erinkrakow
@kalvarez1221
@hallmarkmovie
@bobbischutte
@alamedadowning
@wcth_tv
@carolinaheartie
@realevabourne
@paulgreenemedia

Top Replied-To in G4:
@mkl712
@kathyhelms4
@carolinaheartie
@erinkrakow
@janettemsu
@bluesette_
@sarahje23062855
@marec07
@lovehiking118
@emjohnson03

Top Replied-To in G7:
@gemologica

Top Mentioned
Top Mentioned in Entire Graph:
@erinkrakow
@hallmarkchannel
@wcth_tv
@dlissing
@loriloughlin
@janettemsu
@kathyhelms4
@nicole5wheeler
@hallmarkmovie
@seanchaidh

Top Mentioned in G1:
@hallmarkchannel
@erinkrakow
@wcth_tv
@dlissing
@loriloughlin
@janettemsu
@hallmarkmovie
@brbird
@huttonpascale
@kathyhelms4

Top Mentioned in G2:
@erinkrakow
@wcth_tv
@hallmarkchannel
@dlissing
@loriloughlin
@seanchaidh
@nicole5wheeler
@bibeltv
@janettemsu
@biancaheim87

Top Mentioned in G3:
@loriloughlin
@hallmarkmovie
@paulgreenemedia
@wcth_tv
@hallmarkchannel
@barbaraniven
@erinkrakow
@mkl712
@bluesette_
@jackwagnerhpk

Top Mentioned in G4:
@wcth_tv
@erinkrakow
@hallmarkchannel
@dlissing
@kathyhelms4
@linsteadnjh
@puggy123
@nicole5wheeler
@ruthhill74
@bridget03

Top Mentioned in G5:
@kansascrossroad

Top Mentioned in G6:
@emilieullerup

Top Mentioned in G7:
@bethebuddha

Top Mentioned in G8:
@huh_watnow

Top Mentioned in G9:
@terezasuessman

Top Mentioned in G10:
@trifectapublish
@bestjohnnycash
@vintagehillpres

Top Tweeters
Top Tweeters in Entire Graph:
@alhanda
@muzikscribe
@jmramos1701d
@cherrymischivus
@ruthhill74
@aveashdown44
@lunaliullat
@ladava
@lantetrain
@missjen325

Top Tweeters in G1:
@hall
@raffertymacht
@ellenblogs
@gleedemifan01
@whatkellisays
@tsrla
@audreyandray
@hbarkatt
@mkl712
@whoscohen

Top Tweeters in G2:
@deadline
@geonncannon
@loistroutman
@faustinimary
@gorillaproducer
@christyspratlin
@saun_fischer
@valgreen660
@mcgee_suzanne
@carolynshoopman

Top Tweeters in G3:
@muzikscribe
@missjen325
@rpopbox
@thriftyjinxy
@ginaliz
@alamedadowning
@luvyanez
@tammy9831
@braz63pt
@halalkitty4

Top Tweeters in G4:
@ruthhill74
@farley551
@dianahearties
@angelasvensen
@denise_yorty
@heartiedee
@tonyhughes50s
@afterbuzztv
@jameslottjunior
@bluedrummajor

Top Tweeters in G5:
@alhanda
@cherrymischivus
@aveashdown44
@rcarter67606
@pennilessscribe
@gary_r_walker
@julidrevezzo
@dianneanoble1
@davidlucero
@paddycummins

Top Tweeters in G6:
@loveisweakness_
@klssesemlipps
@_heartonasieeve
@jays_iost_phone
@durttyredd_60
@emilieullerup
@edgrlffy
@n0harrystagram
@lnf_lewiss
@northernerchrls

Top Tweeters in G7:
@prepzilla
@gemologica
@kay33jay
@hollyn8188
@bethebuddha
@fixmebot
@gloriahass
@nedricknews
@postsue1
@brough_jen

Top Tweeters in G8:
@kris_retweets
@suck0my0luck0
@roohishore
@heart_magician
@huh_watnow
@somarsah
@iam_bff
@aniket7

Top Tweeters in G9:
@johngtrader
@maxxmaari
@machulielmuli
@zamouchel
@duartetheus_
@terezasuessman

Top Tweeters in G10:
@trifectapublish
@vintagehillpres
@dougburmeister
@katnundrum
@mariemillerbook
@bestjohnnycash