lamaze, Twitter, 9/16/2021 8:41:58 PM, 262215


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lamaze_2021-09-16_12-33-54.xlsx
lamaze_2021-09-16_12-33-54.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 16, 2021
Short Description:
lamaze via NodeXL https://bit.ly/3EoLmL9
@first1saudi
@anniesage
@spruce_meadows
@mooseandriosmom
@poshmarkapp
@cbcsports
@farvajafri
@equestrian_can
@lfxeddy
@randommiyy

Top hashtags:
#lamaze
#ebay
#babyessentials
#poshmark
#shopmycloset
#fashion
#style

Description:
Description
The graph represents a network of 391 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 Thursday, 16 September 2021 at 19:34 UTC.

The requested start date was Thursday, 16 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 19-hour, 51-minute period from Thursday, 02 September 2021 at 02:16 UTC to Wednesday, 15 September 2021 at 22:08 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 : 391
Unique Edges : 230
Edges With Duplicates : 320
Total Edges : 550
Number of Edge Types : 5
Tweet : 118
Retweet : 131
MentionsInRetweet : 170
Replies to : 57
Mentions : 74
Self-Loops : 119
Reciprocated Vertex Pair Ratio : 0.0254545454545455
Reciprocated Edge Ratio : 0.049645390070922
Connected Components : 153
Single-Vertex Connected Components : 79
Maximum Vertices in a Connected Component : 44
Maximum Edges in a Connected Component : 87
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.676828
Graph Density : 0.00184930159354712
Modularity : 0.566636
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 391 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 Thursday, 16 September 2021 at 19:34 UTC.

The requested start date was Thursday, 16 September 2021 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 7,500.

The tweets in the network were tweeted over the 13-day, 19-hour, 51-minute period from Thursday, 02 September 2021 at 02:16 UTC to Wednesday, 15 September 2021 at 22:08 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 : lamaze
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:
[8] fractional:0
[4] currency:USD>%2C
[4] :ca%3D>%23
[4] currency:CAD>%2C
[4] :au%3D>%23
[4] currency:AUD>%2C
[4] :in%3D>%23
[4] currency:INR>}%2C
[4] fractional:1000
[3] https://www.cbc.ca/player/play/1943060035641

Top URLs in Tweet in G1:
[2] https://twitter.com/lvsalfonse/status/1435267667078926343
[2] https://www.ofertagratis.com/lamaze-dragon-alas-magicas-juguete-bebe-bizak-30697565-2/
[2] https://theprovince.com/sports/horse-racing/spruce-meadows/lamaze-has-sights-on-future-goals-after-return-to-spruce-meadows/wcm/d150dca1-2a1b-4859-9cfe-5fcf5bcc77d0?utm_term=Autofeed&utm_medium=Social&utm_source=Twitter#Echobox=1631319619
[2] https://www.ebay.com/itm/284343116222?mkrid=711-53200-19255-0&siteid=0&mkcid=1&campid=5338833310&toolid=10044&customid=&mkevt=1
[2] https://www.ebay.com/itm/324524597160?mkrid=711-53200-19255-0&siteid=0&mkcid=1&campid=5338833310&toolid=10044&customid=&mkevt=1
[2] https://www.lamaze.org/Educators-and-Birth-Professionals/Attend-Lamaze-Events/Advocacy-Summit
[1] https://www.youtube.com/watch?v=KC5InWPjtL8

[1] https://twitter.com/rogue_taeminbot/status/1433375719262863360
[1] https://twitter.com/bradmossesq/status/1433389417629167620
[1] http://www.lamaze.org/Giving-Birth-with-Confidence/GBWC-Post/how-early-can-you-tell-if-youre-pregnant

Top URLs in Tweet in G3:
[3] https://www.cbc.ca/player/play/1943060035641
[1] https://www.equestrian.ca/news/3k27JB24SaCCraH8x/undefined
[1] https://horsesport.com/horse-news/bmo-nations-cup-masters-goes-team-canada/
[1] https://horsesport.com/horse-news/masters-sets-stage-2nd-leg-rolex-grand-slam-show-jumping/
[1] https://horsesport.com/horse-news/farrington-swail-nassar-victorious-masters-opening-day/
[1] https://horsesport.com/horse-news/eric-lamaze-ready-roll-spruce-meadows-masters/
[1] https://www.cbc.ca/sports/sprucemeadows/tiffany-foster-spruce-meadows-sept11-1.6172718?utm_content=buffer9cf2a&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G5:
[8] fractional:0
[4] currency:USD>%2C
[4] :ca%3D>%23
[4] currency:CAD>%2C
[4] :au%3D>%23
[4] currency:AUD>%2C
[4] :in%3D>%23
[4] currency:INR>}%2C
[4] fractional:1000
[2] :max_uses%3D>-1%2C

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[14] lamaze
[10] ebay
[10] babyessentials
[9] poshmark
[8] shopmycloset
[6] fashion
[6] style
[6] featuredinmylabordayparade
[5] rolexfamily
[4] patrimoine



Top Hashtags in Tweet in G1:
[10] ebay
[10] babyessentials
[4] lamaze
[2] jets
[1] childbirth
[1] prenatalcare
[1] pregnancy
[1] motherlandhospital
[1] besthospitalinnoida
[1] antenatal

Top Hashtags in Tweet in G3:
[4] showjumping
[1] feinationscup
[1] rolexgrandslamofshowjumping
[1] ericlamaze

Top Hashtags in Tweet in G5:
[8] poshmark
[8] shopmycloset
[6] fashion
[6] style
[6] lamaze
[2] anthropologie
[1] aglow
[1] express
[1] tommyhilfiger
[1] kelloggcompany

Top Hashtags in Tweet in G7:
[5] rolexfamily

Top Hashtags in Tweet in G8:
[1] histoire

Top Words
Top Words in Tweet in Entire Graph:
[266] lamaze
[86] مرام
[48] class
[43] first1saudi
[43] باحشوان
[43] اجتازت
[43] اختبار
[43] التصنيف
[43] العالمي
[43] كمختص

Top Words in Tweet in G1:
[96] lamaze
[15] breathing
[13] class
[10] #babyessentials
[8] doing
[7] birth
[7] spruce
[7] meadows
[7] #ebay
[6] teether

Top Words in Tweet in G2:
[86] مرام
[43] first1saudi
[43] باحشوان
[43] اجتازت
[43] اختبار
[43] التصنيف
[43] العالمي
[43] كمختص
[43] بفلسفة
[43] لاماز

Top Words in Tweet in G3:
[30] spruce_meadows
[23] eric
[23] lamaze
[14] tiffany
[14] foster
[12] show
[12] jumping
[12] back
[12] winning
[11] amy

Top Words in Tweet in G4:
[16] pregnant
[16] 13
[16] year
[16] old
[15] lamaze
[15] class
[15] rape
[15] victim
[15] family
[15] didn

Top Words in Tweet in G5:
[8] check
[8] poshmarkapp
[8] #poshmark
[8] #shopmycloset
[6] good
[6] share
[6] items
[6] loving
[6] #fashion
[6] #style

Top Words in Tweet in G6:
[13] signs
[13] lamaze
[13] classes
[13] learns
[13] breathing
[13] techniques
[13] curb
[13] anger
[12] mooseandriosmom

Top Words in Tweet in G7:
[6] eric
[6] lamaze
[5] rolex
[5] good
[5] luck
[5] #rolexfamily
[5] scott
[5] brash
[5] martin
[5] fuchs

Top Words in Tweet in G8:
[4] patrimoine
[4] rã
[3] agrã
[3] visite
[3] vpavilly
[3] edouard
[3] lamaze
[3] conseiller
[3] gional
[3] regionnormandie

Top Words in Tweet in G9:
[7] omg
[7] kiraz
[7] lamaze
[7] whole
[7] ass
[7] mood
[7] earn
[7] lot
[7] money
[7] dead

Top Words in Tweet in G10:
[3] pay
[2] abortion
[2] front
[2] lamaze
[2] going

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[43] مرام,باحشوان
[43] باحشوان,اجتازت
[43] اجتازت,مرام
[43] مرام,اختبار
[43] اختبار,التصنيف
[43] التصنيف,العالمي
[43] العالمي,كمختص
[43] كمختص,بفلسفة
[43] بفلسفة,لاماز
[43] لاماز,في

Top Word Pairs in Tweet in G1:
[12] lamaze,breathing
[12] lamaze,class
[8] doing,lamaze
[7] spruce,meadows
[7] #ebay,#babyessentials
[5] eric,lamaze
[5] future,goals
[5] return,spruce
[5] lamaze,dj
[5] dj,squirt

Top Word Pairs in Tweet in G2:
[43] مرام,باحشوان
[43] باحشوان,اجتازت
[43] اجتازت,مرام
[43] مرام,اختبار
[43] اختبار,التصنيف
[43] التصنيف,العالمي
[43] العالمي,كمختص
[43] كمختص,بفلسفة
[43] بفلسفة,لاماز
[43] لاماز,في

Top Word Pairs in Tweet in G3:
[23] eric,lamaze
[14] tiffany,foster
[12] show,jumping
[11] amy,millar
[11] back,spruce_meadows
[11] winning,round
[10] suncor,winning
[10] jim,ifko
[9] north,vancouver's
[9] vancouver's,tiffany

Top Word Pairs in Tweet in G4:
[16] 13,year
[16] year,old
[15] pregnant,lamaze
[15] lamaze,class
[15] class,13
[15] old,rape
[15] rape,victim
[15] victim,family
[15] family,didn
[15] didn,allow

Top Word Pairs in Tweet in G5:
[6] good,share
[6] share,check
[6] check,items
[6] items,loving
[6] loving,poshmarkapp
[6] #poshmark,#fashion
[6] #fashion,#style
[6] #style,#shopmycloset
[2] poshmarkapp,#poshmark
[2] #shopmycloset,#anthropologie

Top Word Pairs in Tweet in G6:
[13] signs,lamaze
[13] lamaze,classes
[13] classes,learns
[13] learns,breathing
[13] breathing,techniques
[13] techniques,curb
[13] curb,anger
[12] mooseandriosmom,signs

Top Word Pairs in Tweet in G7:
[6] eric,lamaze
[5] good,luck
[5] luck,#rolexfamily
[5] #rolexfamily,eric
[5] lamaze,scott
[5] scott,brash
[5] brash,martin
[5] martin,fuchs
[5] fuchs,steveguerdat
[5] steveguerdat,kent

Top Word Pairs in Tweet in G8:
[3] agrã,visite
[3] visite,patrimoine
[3] patrimoine,vpavilly
[3] vpavilly,edouard
[3] edouard,lamaze
[3] lamaze,conseiller
[3] conseiller,rã
[3] rã,gional
[3] gional,regionnormandie
[3] regionnormandie,frtierce

Top Word Pairs in Tweet in G9:
[7] omg,kiraz
[7] kiraz,lamaze
[7] lamaze,whole
[7] whole,ass
[7] ass,mood
[7] mood,earn
[7] earn,lot
[7] lot,money
[7] money,dead
[7] dead,smart

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@first1saudi
@spruce_meadows
@anniesage
@mooseandriosmom
@cbcolympics
@cbcsports
@poshmarkapp
@elamaze
@randommiyy
@rolex

Top Mentioned in G1:
@cabinetactuelia

Top Mentioned in G2:
@first1saudi

Top Mentioned in G3:
@spruce_meadows
@cbcolympics
@cbcsports
@horsesport_mag
@equestrian_can

Top Mentioned in G4:
@anniesage

Top Mentioned in G5:
@poshmarkapp
@parlor1
@bertram5
@buyitpreowned1
@oshposher

Top Mentioned in G6:
@mooseandriosmom

Top Mentioned in G7:
@rolex
@steveguerdat
@chigeneve

Top Mentioned in G8:
@vpavilly
@regionnormandie
@frtierce
@lfxeddy
@fond_patrimoine
@bernstephane
@herve_morin

Top Mentioned in G9:
@randommiyy

Top Mentioned in G10:
@halbison_glen
@aoc
@govabbott
@hotairblog

Top Tweeters
Top Tweeters in Entire Graph:
@love_bug1016
@designatfuturit
@maegan_laporte
@nakedlaughing
@hemed444
@saagr2000
@abc
@1melro
@preciosa_liz
@wellcome_home

Top Tweeters in G1:
@designatfuturit
@wellcome_home
@sexotube1
@kylenaughtonjr
@noticieroporno
@theprovince
@larshano
@calgaryherald
@newbestdeals2
@hey_leia

Top Tweeters in G2:
@hemed444
@saagr2000
@magedsk949
@alkyf_
@omarbokahri
@othman111mo
@saleh9570
@shs142
@k_jambi
@eman_sh_a_a_m

Top Tweeters in G3:
@maegan_laporte
@mariem201
@northvanrt
@cbcsports
@cocolechat
@musicislove127
@cbcolympics
@pcrampton
@julieannchabot
@horsesport_mag

Top Tweeters in G4:
@anniesage
@thisisalogin
@tracysbody
@fillmorewhite
@dbfulton
@equoamicus
@therealnodge
@ibeahussy
@lynnbharrington
@shadixkelly

Top Tweeters in G5:
@poshmarkapp
@cindyre11206852
@buyitpreowned1
@skygirl99
@gmapriscilla
@wilfredshaw
@farvajafri
@jessielynn3737
@tdazzlecreation
@parlor1

Top Tweeters in G6:
@love_bug1016
@nakedlaughing
@1melro
@igreengod
@yoursomeone11
@mejustbeth
@bevels333
@mooseandriosmom
@lovejulieacafe
@iloveearwormz

Top Tweeters in G7:
@fredericreid2
@fpp2csprqeup1bb
@sjoerrdd
@classhorsetv
@coppolino_fanny
@steveguerdat
@chigeneve
@rolex

Top Tweeters in G8:
@plndelgove76
@bernstephane
@herve_morin
@regionnormandie
@fond_patrimoine
@frtierce
@lfxeddy
@vpavilly

Top Tweeters in G9:
@qwerty061213
@alwaysensatos
@randommiyy
@hey_itsmalak
@thegecebursn
@taja160798
@handeer21739917

Top Tweeters in G10:
@hotairblog
@pete_finnegan
@dd_chip
@aoc
@govabbott
@sea_onia
@halbison_glen