lamaze, Twitter, 2/18/2019 7:58:38 AM, 187101


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lamaze_2019-02-17_15-55-55.xlsx
lamaze_2019-02-17_15-55-55.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
February 18, 2019
Short Description:
lamaze via NodeXL http://bit.ly/2DQVlKB
@tomilahren
@thekidmero
@lamaze
@realdonaldtrump
@magaeric2020
@ashleym051812
@tmatrix44
@alexvorkov
@sukismith8
@myfriendbernie

Top hashtags:
#lamaze
#gettingpregnant
#givingbirthwithconfidence
#pregnancy
#baby
#childbirth

Description:
Description
The graph represents a network of 1,580 Twitter users whose tweets in the requested range contained "lamaze", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 17 February 2019 at 23:56 UTC.

The requested start date was Sunday, 17 February 2019 at 01:01 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, 22-hour, 46-minute period from Sunday, 03 February 2019 at 02:13 UTC to Sunday, 17 February 2019 at 01:00 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 : 1580
Unique Edges : 2422
Edges With Duplicates : 1179
Total Edges : 3601
Number of Edge Types : 3
Replies to : 638
Mentions : 2770
Tweet : 193
Self-Loops : 193
Reciprocated Vertex Pair Ratio : 0.036036036036036
Reciprocated Edge Ratio : 0.0695652173913043
Connected Components : 179
Single-Vertex Connected Components : 106
Maximum Vertices in a Connected Component : 790
Maximum Edges in a Connected Component : 1581
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.021162
Graph Density : 0.00101410121772312
Modularity : 0.4802
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://twitter.com/THEKIDMERO/status/1092454487934029825
[4] http://blog.naver.com/kierren/20155485261
[4] https://bestpregnancysites.com/lamaze-class-should-you-or-shouldnt-you/
[4] https://twitter.com/thekidmero/status/1092454487934029825
[3] https://twitter.com/bubbagump324/status/1094689599891406848
[2] https://www.youtube.com/watch?v=oLVNvVlzIKk&feature=youtu.be

[2] https://www.baltimoresun.com/news/opinion/oped/bs-ed-op-0217-baltimore-fear-20190213-story.html
[2] https://nypost.com/2019/02/11/jussie-smolletts-neighbors-cast-doubt-on-his-attack-story/
[2] https://twitter.com/shanegoldmacher/status/1093638801413623809
[2] https://twitter.com/realsaavedra/status/1092997537005428736

Top URLs in Tweet in G1:
[1] https://twitter.com/thekidmero/status/1092454487934029825

Top URLs in Tweet in G2:
[2] https://www.youtube.com/watch?v=oLVNvVlzIKk&feature=youtu.be

[2] https://www.instagram.com/p/BtuOra8jbvG/?utm_source=ig_share_sheet&igshid=gdosa8o5gcwm
[2] https://twitter.com/amyegardner/status/1092941590555971585
[2] https://twitter.com/ilhan/status/1092821831977975808
[2] https://twitter.com/realsaavedra/status/1092997537005428736
[2] https://twitter.com/shanegoldmacher/status/1093638801413623809
[2] https://nypost.com/2019/02/11/jussie-smolletts-neighbors-cast-doubt-on-his-attack-story/
[2] https://www.baltimoresun.com/news/opinion/oped/bs-ed-op-0217-baltimore-fear-20190213-story.html
[1] https://twitter.com/WhitlockJason/status/1092108309211996160
[1] https://www.youtube.com/watch?v=kTuoq6TllaU


Top URLs in Tweet in G3:
[5] https://twitter.com/THEKIDMERO/status/1092454487934029825
[4] https://bestpregnancysites.com/lamaze-class-should-you-or-shouldnt-you/
[4] http://blog.naver.com/kierren/20155485261
[2] http://redirect.viglink.com/?key=57443455b7c59aada0a8e726cdb8fbe0&u=http://walmart.com
[2] https://twitter.com/thekidmero/status/1092454487934029825
[2] http://web-extract.constantcontact.com/v1/social_annotation?permalink_uri=2D1dGEt&image_url=https%3A%2F%2Ffiles.constantcontact.com%2F399548c2201%2F88eb01ed-5ae7-4fa0-94ce-f6b0984ff28b.png
[2] https://myemail.constantcontact.com/subject.html?soid=1108848433555&aid=H5nWOujFQrE
[2] https://www.lamazeinternational.org/p/cm/ld/fid=961
[1] https://twitter.com/saintallard/status/1090974895280975872
[1] https://www.instagram.com/p/BtbpEuPAaTB/?utm_source=ig_twitter_share&igshid=1fa6im5v01n7k

Top URLs in Tweet in G7:
[1] https://www.gofundme.com/jases-chiari-battle-brain-surgery-round-2?pc=tw_dn_cpgnsharemore_r&rcid=r01-154975120068-9902282fd9b448ed

Top URLs in Tweet in G10:
[1] https://twitter.com/bubbagump324/status/1094689599891406848

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[28] lamaze
[8] gettingpregnant
[8] givingbirthwithconfidence
[6] pregnancy
[6] baby
[5] childbirth
[4] catlitter
[4] legcramps
[4] pregnantwomen
[4] birth



Top Hashtags in Tweet in G2:
[2] sbllll
[2] believeallwomen
[2] justiceforjussie
[2] maga
[1] freepete
[1] sjwlogic
[1] 3wr
[1] think
[1] styleawardof2019
[1] history

Top Hashtags in Tweet in G3:
[11] lamaze
[8] gettingpregnant
[4] childbirth
[4] catlitter
[4] legcramps
[4] pregnantwomen
[3] birth
[3] childbirtheducation
[2] baby
[2] doulaviewllc

Top Hashtags in Tweet in G5:
[1] adnhanashproof

Top Words
Top Words in Tweet in Entire Graph:
[619] Words in Sentiment List#1: Positive
[1413] Words in Sentiment List#2: Negative
[17] Words in Sentiment List#3: Angry/Violent
[36088] Non-categorized Words
[38121] Total Words
[2350] u
[1317] lamaze
[801] really
[798] tonka
[793] thought

Top Words in Tweet in G1:
[2346] u
[788] tomilahren
[788] lamaze
[787] tonka
[786] thekidmero
[783] really
[783] thought
[782] zinger
[782] thats
[782] worst

Top Words in Tweet in G2:
[230] lamaze
[68] v_actually
[68] hillaryclinton
[65] joegoodberry
[55] people
[41] one
[36] t
[36] white
[35] rapsheet
[35] bengals

Top Words in Tweet in G3:
[145] lamaze
[22] class
[15] ðÿ
[15] solo
[14] ì
[13] baby
[12] childbirth
[12] classes
[10] tonka
[9] breathing

Top Words in Tweet in G4:
[4] sootygrunter79
[4] xavierhillgames
[4] graphicsphd
[4] suspiciousduck5
[4] gc_growwithus
[4] colonelfalcon
[4] frappmocha
[4] geekyzombieking
[3] alexvorkov
[2] â

Top Words in Tweet in G5:
[2] wdabuet
[2] sakurakharel
[2] kharel_sakura
[2] hotxander01
[2] lynieg88
[2] boongaling_e
[2] lallavillamil61
[2] kdeng18
[2] buffordianah

Top Words in Tweet in G6:
[14] jacobson
[14] muscle
[14] relaxation
[14] lamaze
[14] stretch
[14] exercises
[14] gym
[14] original
[14] thinking
[14] blatant

Top Words in Tweet in G7:
[10] please
[10] share
[6] s
[5] ashleym051812
[5] felt
[5] donate
[5] ok
[5] jases
[5] chiari
[5] battle

Top Words in Tweet in G8:
[7] cmclymer
[7] lamaze
[4] breathing
[4] t
[3] back
[3] bitsietulloch
[3] pain
[2] time
[2] pin
[2] labor

Top Words in Tweet in G9:
[11] upcoming
[11] podcasts
[11] sergei
[11] antonov
[11] debt
[11] property
[11] law
[11] imperial
[11] russia
[11] sarah

Top Words in Tweet in G10:
[12] bubbagump324
[12] lamaze
[5] breathing
[3] doggie
[3] practicing
[2] maybe
[2] doggy
[2] hee

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[798] tonka,lamaze
[785] thekidmero,tomilahren
[783] really,thought
[782] tomilahren,u
[782] u,really
[782] thought,u
[782] u,zinger
[782] zinger,tonka
[782] lamaze,thats
[782] thats,worst

Top Word Pairs in Tweet in G1:
[787] tonka,lamaze
[785] thekidmero,tomilahren
[783] really,thought
[782] tomilahren,u
[782] u,really
[782] thought,u
[782] u,zinger
[782] zinger,tonka
[782] lamaze,thats
[782] thats,worst

Top Word Pairs in Tweet in G2:
[68] v_actually,hillaryclinton
[39] lamaze,v_actually
[23] rapsheet,athletics
[21] racismdogowners,theofficertatum
[20] colliny10,bengals
[20] lamaze,rapsheet
[14] vintagesoul92,jcolenc
[14] mothermoron,thehill
[12] lamaze,joegoodberry
[11] dabruterules,pauldehnerjr

Top Word Pairs in Tweet in G3:
[20] lamaze,class
[15] solo,lamaze
[10] tonka,lamaze
[10] lamaze,classes
[8] ì,ì
[7] ðÿ,ðÿ
[6] nurture,lamaze
[6] lamaze,maternity
[5] lamaze,dj
[5] dj,squirt

Top Word Pairs in Tweet in G4:
[4] sootygrunter79,xavierhillgames
[4] xavierhillgames,graphicsphd
[4] graphicsphd,suspiciousduck5
[4] suspiciousduck5,gc_growwithus
[4] gc_growwithus,colonelfalcon
[4] colonelfalcon,frappmocha
[4] frappmocha,geekyzombieking
[3] alexvorkov,sootygrunter79
[2] geekyzombieking,â

Top Word Pairs in Tweet in G5:
[2] wdabuet,sakurakharel
[2] sakurakharel,kharel_sakura
[2] kharel_sakura,hotxander01
[2] hotxander01,lynieg88
[2] lynieg88,boongaling_e
[2] boongaling_e,lallavillamil61
[2] lallavillamil61,kdeng18
[2] kdeng18,buffordianah

Top Word Pairs in Tweet in G6:
[14] jacobson,muscle
[14] muscle,relaxation
[14] relaxation,lamaze
[14] lamaze,stretch
[14] stretch,exercises
[14] exercises,gym
[14] gym,original
[14] original,thinking
[14] thinking,blatant
[14] blatant,copying

Top Word Pairs in Tweet in G7:
[10] please,share
[5] share,felt
[5] felt,donate
[5] donate,s
[5] s,ok
[5] ok,please
[5] share,jases
[5] jases,chiari
[5] chiari,battle
[5] battle,brain

Top Word Pairs in Tweet in G8:
[3] bitsietulloch,cmclymer
[2] back,labor
[2] lamaze,breathing
[2] cmclymer,don
[2] don,t

Top Word Pairs in Tweet in G9:
[11] upcoming,podcasts
[11] podcasts,sergei
[11] sergei,antonov
[11] antonov,debt
[11] debt,property
[11] property,law
[11] law,imperial
[11] imperial,russia
[11] russia,sarah
[11] sarah,cameron

Top Word Pairs in Tweet in G10:
[5] bubbagump324,lamaze
[5] lamaze,breathing
[3] doggie,lamaze
[2] bubbagump324,doggie
[2] practicing,lamaze

Top Replied-To
Top Replied-To in Entire Graph:
@lamaze
@joegoodberry
@bengalscaptain
@cmariesand
@mattthis59
@bubbagump324
@marcus_v100
@tlsmjs
@tohnic723
@profhofcantonf

Top Replied-To in G1:
@thekidmero
@tomilahren

Top Replied-To in G2:
@lamaze
@joegoodberry
@bengalscaptain
@cmariesand
@mattthis59
@marcus_v100
@tohnic723
@tlsmjs
@profhofcantonf
@gohorse2006

Top Replied-To in G3:

Top Replied-To in G4:
@sootygrunter79

Top Replied-To in G5:
@wdabuet

Top Replied-To in G7:
@ashleym051812

Top Replied-To in G8:
@bitsietulloch
@absolutspacegrl
@christyallison
@amywestervelt

Top Replied-To in G10:
@bubbagump324
@here_4_it

Top Mentioned
Top Mentioned in Entire Graph:
@tomilahren
@thekidmero
@lamaze
@hillaryclinton
@v_actually
@joegoodberry
@rapsheet
@pauldehnerjr
@thehill
@bengals

Top Mentioned in G1:
@tomilahren
@thekidmero

Top Mentioned in G2:
@lamaze
@hillaryclinton
@v_actually
@joegoodberry
@rapsheet
@pauldehnerjr
@bengals
@thehill
@athletics
@theofficertatum

Top Mentioned in G4:
@xavierhillgames
@graphicsphd
@suspiciousduck5
@gc_growwithus
@colonelfalcon
@frappmocha
@geekyzombieking
@alexvorkov
@sootygrunter79

Top Mentioned in G5:
@sakurakharel
@kharel_sakura
@hotxander01
@lynieg88
@boongaling_e
@lallavillamil61
@kdeng18
@buffordianah
@fantasi95609802
@wdabuet

Top Mentioned in G6:
@sandeepagg

Top Mentioned in G7:
@ashleym051812
@patmcafeeshow
@bullseye_event
@marcusbanks6378
@bobdonaldsontv
@mark_j_boyle
@thetylertrent
@thebluemare
@lamaze
@larraoverton

Top Mentioned in G8:
@cmclymer
@eliz_avery
@candiceaiston

Top Mentioned in G9:
@seansrussiablog
@b
@bellhistory

Top Mentioned in G10:
@bubbagump324

Top Tweeters
Top Tweeters in Entire Graph:
@amazonhelp
@punmetaphorica
@lynieg88
@nblackthorne
@prosyria1
@follementbijoux
@itseffinjas
@barbarapunzala1
@sakurakharel
@astralovely

Top Tweeters in G1:
@prosyria1
@itseffinjas
@akuma_river
@skorpyos
@pacman453323
@justxleee
@amy_in_michigan
@fonzfranc
@__nowayjose
@gargarthereal

Top Tweeters in G2:
@thehill
@petty_marshall
@wlwt
@washingtonpost
@lrod49
@usatoday
@georgefoster72
@variety
@abc
@cnn

Top Tweeters in G3:
@punmetaphorica
@follementbijoux
@finditatfilibi
@thecouponplanet
@amazon_deals___
@nlpublications
@cupoteca_es
@rusthackreport
@newbestdeals2
@amazon_deals_99

Top Tweeters in G4:
@1carolinagirl
@promotehorror
@stevecourtney79
@nintendork9
@colonelfalcon
@replicantpinky
@frappmocha
@alexvorkov
@sootygrunter79
@geekyzombieking

Top Tweeters in G5:
@lynieg88
@barbarapunzala1
@sakurakharel
@kdeng18
@lallavillamil61
@boongaling_e
@abcbants
@wdabuet
@conniev17
@kharel_sakura

Top Tweeters in G6:
@aruaugust
@prosaicview
@amitimpc
@ramyapj
@gvnareshkumar
@imumair123
@anurag_rc
@3rdeyeofshiva
@deepak_15feb
@sriudaykumar

Top Tweeters in G7:
@thebluemare
@patmcafeeshow
@mark_j_boyle
@larraoverton
@foxbcats
@triciawhitaker
@bullseye_event
@burban1087
@bobdonaldsontv
@ashleym051812

Top Tweeters in G8:
@cmclymer
@gillamramey
@absolutspacegrl
@candiceaiston
@amywestervelt
@christyallison
@chrisholly71
@eliz_avery
@bitsietulloch
@riverdeboz

Top Tweeters in G9:
@kat_missouri
@seansrussiablog
@bovepaul
@bellhistory
@carlschreck
@paulrkeenan
@jenlouisewilson
@pblitstein
@drrobdale
@b

Top Tweeters in G10:
@bubbagump324
@pamfromphmi
@princessmeerk
@j_manne
@bruton65paula
@ann51r
@pldlmt
@dilanlaths
@santafechar
@daytona47


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