lamaze, Twitter, 9/17/2020 10:59:10 PM, 235362


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lamaze_2020-09-17_12-42-01.xlsx
lamaze_2020-09-17_12-42-01.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
September 17, 2020
Short Description:
lamaze via NodeXL https://bit.ly/33z1LLo
@grabtheweness
@cincity631
@zpathletic
@badash_gillibby
@wheatcuzitcan1
@illini3
@nypost
@sarahebond
@realtanyatay
@gitrdonelarry

Top hashtags:
#lamaze
#shopmycloset
#prenataleducationclasses
#baby
#dragon

Description:
Description
The graph represents a network of 418 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, 17 September 2020 at 19:42 UTC.

The requested start date was Thursday, 17 September 2020 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, 20-hour, 32-minute period from Thursday, 03 September 2020 at 00:48 UTC to Wednesday, 16 September 2020 at 21:20 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 : 418
Unique Edges : 289
Edges With Duplicates : 163
Total Edges : 452
Number of Edge Types : 5
Replies to : 105
Tweet : 100
Retweet : 73
MentionsInRetweet : 106
Mentions : 68
Self-Loops : 100
Reciprocated Vertex Pair Ratio : 0.010989010989011
Reciprocated Edge Ratio : 0.0217391304347826
Connected Components : 182
Single-Vertex Connected Components : 80
Maximum Vertices in a Connected Component : 31
Maximum Edges in a Connected Component : 61
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.48228
Graph Density : 0.00158342225740938
Modularity : 0.682247
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 418 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, 17 September 2020 at 19:42 UTC.

The requested start date was Thursday, 17 September 2020 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, 20-hour, 32-minute period from Thursday, 03 September 2020 at 00:48 UTC to Wednesday, 16 September 2020 at 21:20 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:
[2] https://portlandprofessionaldoulas.com/lamaze
[2] https://twitter.com/zpathletic/status/1304641784878895104
[2] https://rover.ebay.com/rover/1/711-127632-2357-0/16?itm=303653242793&user_name=nz54&spid=2047675&mpre=https%3A%2F%2Fwww.ebay.com%2Fitm%2F-%2F303653242793&swd=3&mplxParams=user_name%2Citm%2Cswd%2Cmpre%2C&sojTags=du%3Dmpre%2Citm%3Ditm%2Cuser_name%3Duser_name%2Csuri%3Dsuri%2Cspid%3Dspid%2Cswd%3Dswd%2C
[2] https://leadingcreatives.co.uk/play-and-grow-flip-flap-dragon/?utm_source=dlvr.it&utm_medium=twitter
[2] https://jumpernews.com/2020/09/02/eric-lamaze-acquires-prospects-expands-international-horse-sales-business/
[1] https://www.linkedin.com/slink?code=dZWwTkP
[1] https://www.instagram.com/accounts/login/?next=/p/CFIYzYcDKIa/%3Figshid%3D157osydlyd3ye
[1] https://www.saveinstant.ca/discount/5DIA1?redirect=/products/lamaze-bitty-bit-bug-rattle?utm_medium=social&utm_source=poststudio&utm_content=2765830
[1] https://www.youtube.com/watch?v=cKGQ4sv0-hI&feature=youtu.be

[1] https://www.ebay.com/itm/233196978353

Top URLs in Tweet in G1:
[2] https://twitter.com/zpathletic/status/1304641784878895104
[2] https://portlandprofessionaldoulas.com/lamaze
[1] https://resulting.chioaachen.de/show/13/event/81/competition/4/result/
[1] https://www.youtube.com/watch?v=xAlO7Kylz3A&feature=youtu.be

[1] https://www.plurk.com/p/nzpfr6
[1] https://www.lamaze.org/Connecting-the-Dots/Post/healthy-people-2030-goals-include-two-lactation-objectives?fbclid=IwAR3D8I9kPthr6_y9TmwHzhrki3RFBEv6DhvjpmGQMHv4vbc1VEhskf8y1SM
[1] https://www.lamaze.org/Connecting-the-Dots/Post/hear-her-new-cdc-campaign-urges-listening-to-people-sharing-their-pregnancy-related-health-concerns-1?fbclid=IwAR0t_KTGXfAKsn8bZn0S64ZTvkG4bTXgo2KeYaDAMc6T2ZfvcIuwaC4Qpwc
[1] https://www.instagram.com/accounts/login/?next=/p/CEwzRN4pzt_/%3Figshid%3D14r1jia18f87d
[1] http://www.usharethis.net/649/Ladybug-and-Butterfly-Pair-Lamaze-Foot-FInders.html
[1] http://www.usharethis.net/648/Lamaze-Wrist-Rattles-red-and-yellow-straps.html

Top URLs in Tweet in G7:
[1] https://twitter.com/rixpoet/status/1304422491260170241

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[12] lamaze
[3] shopmycloset
[2] prenataleducationclasses
[2] baby
[2] dragon
[2] rattlesandlearningtoys
[2] pregnancy
[2] antenatal
[2] onthisday
[2] beijing2008



Top Hashtags in Tweet in G1:
[4] lamaze
[2] pregnancy
[2] antenatal
[2] prenataleducationclasses
[1] raptorsvsceltics
[1] naturalbirthing
[1] midwife
[1] midwifery
[1] midwives
[1] doulas

Top Words
Top Words in Tweet in Entire Graph:
[275] lamaze
[66] breathing
[64] class
[43] labor
[41] preparation
[34] day
[31] practices
[30] birth
[30] grabtheweness
[24] classes

Top Words in Tweet in G1:
[80] lamaze
[16] breathing
[12] class
[10] classes
[7] labor
[6] baby
[6] breathe
[6] doing
[6] read
[5] birth

Top Words in Tweet in G2:
[31] practices
[31] lamaze
[31] breathing
[31] preparation
[31] labor
[31] day
[30] grabtheweness

Top Words in Tweet in G3:
[2] always
[2] baby

Top Words in Tweet in G4:
[13] nypost
[13] illini3
[13] 27
[13] yrs
[13] ago
[13] lamaze
[13] class
[13] instructor
[13] asked
[13] feared

Top Words in Tweet in G5:
[10] lamaze
[9] zpathletic
[5] coach

Top Words in Tweet in G6:
[9] lamaze
[9] class
[9] sit
[8] badash_gillibby

Top Words in Tweet in G7:
[7] sign
[7] both
[7] lamaze
[7] class
[7] evesmama
[7] preparation
[7] birth
[7] provide
[7] anchor
[6] ramzzy_

Top Words in Tweet in G8:
[7] one
[7] tells
[7] many
[7] horrible
[7] lyrics
[7] bad
[7] songs
[7] make
[7] fly
[7] parent

Top Words in Tweet in G9:
[4] realtanyatay
[4] breathing
[4] lamaze
[3] class
[3] home
[2] important
[2] birth
[2] one

Top Words in Tweet in G10:
[5] gitrdonelarry
[5] lamaze
[3] take
[2] class
[2] push
[2] crap
[2] each

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[60] lamaze,breathing
[58] lamaze,class
[31] practices,lamaze
[31] breathing,preparation
[31] preparation,labor
[31] labor,day
[30] grabtheweness,practices
[19] lamaze,classes
[14] class,instructor
[14] eric,lamaze

Top Word Pairs in Tweet in G1:
[15] lamaze,breathing
[9] lamaze,class
[7] lamaze,classes
[5] doing,lamaze
[4] eric,lamaze
[3] lamaze,coach
[2] breathe,breathe
[2] door,ma
[2] ma,jana
[2] went,lamaze

Top Word Pairs in Tweet in G2:
[31] practices,lamaze
[31] lamaze,breathing
[31] breathing,preparation
[31] preparation,labor
[31] labor,day
[30] grabtheweness,practices

Top Word Pairs in Tweet in G4:
[13] nypost,illini3
[13] illini3,27
[13] 27,yrs
[13] yrs,ago
[13] ago,lamaze
[13] lamaze,class
[13] class,instructor
[13] instructor,asked
[13] asked,feared
[13] feared,abt

Top Word Pairs in Tweet in G5:
[5] lamaze,coach
[5] zpathletic,lamaze

Top Word Pairs in Tweet in G6:
[9] lamaze,class
[9] class,sit
[8] badash_gillibby,lamaze

Top Word Pairs in Tweet in G7:
[7] sign,both
[7] both,lamaze
[7] lamaze,class
[7] class,evesmama
[7] evesmama,preparation
[7] preparation,birth
[7] birth,provide
[7] provide,anchor
[6] ramzzy_,sign

Top Word Pairs in Tweet in G8:
[7] one,tells
[7] tells,many
[7] many,horrible
[7] horrible,lyrics
[7] lyrics,bad
[7] bad,songs
[7] songs,make
[7] make,fly
[7] fly,parent
[7] parent,child

Top Word Pairs in Tweet in G9:
[2] lamaze,class

Top Word Pairs in Tweet in G10:
[2] lamaze,class
[2] take,crap

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@grabtheweness
@illini3
@wheatcuzitcan1
@nypost
@badash_gillibby
@evesmama
@sarahebond
@ramzzy_
@ebay
@poshmarkapp

Top Mentioned in G2:
@grabtheweness

Top Mentioned in G3:
@charbone1
@halmarshall2309
@chantler_jaki
@marylovesmaine
@pollychaag
@cmmorgann
@rickpetree
@namaste90111
@sawyersteve
@nowhitechalk

Top Mentioned in G4:
@illini3
@wheatcuzitcan1
@nypost

Top Mentioned in G6:
@badash_gillibby

Top Mentioned in G7:
@evesmama
@ramzzy_

Top Mentioned in G8:
@sarahebond

Top Mentioned in G9:
@realtanyatay

Top Tweeters
Top Tweeters in Entire Graph:
@cathleenkucz
@mr_friend_zone
@shoppingblogger
@squizzradical
@nypost
@kokky__
@verbsrproudest
@iamjadebrieanne
@dianemo24012416
@marcmywords2

Top Tweeters in G1:
@iamjadebrieanne
@vampwritergrrl
@_lizharvey
@newbestdeals2
@wegotcharacter_
@marsdammit
@doeboibeatz
@madmakny
@sassygravy
@agentoiive

Top Tweeters in G2:
@mr_friend_zone
@verbsrproudest
@marcmywords2
@quartzjixler
@officialzeus_
@markvicferrer
@suziqkelley
@igreengod
@marlebean
@robert_beau

Top Tweeters in G3:
@charbone1
@rickpetree
@chantler_jaki
@cincity631
@halmarshall2309
@nowhitechalk
@namaste90111
@kilonova_gold
@harrygod
@pollychaag

Top Tweeters in G4:
@nypost
@dianemo24012416
@ljsalom2
@southerngal56
@rogerbarker5
@susietrumpster
@billybobtn
@fishhookero
@illini3
@gary_kenworthy

Top Tweeters in G5:
@mikegolicjr
@fpgarvin
@kingkielbasa22
@koyoteelaughing
@zpathletic
@rmc184
@mcveenman
@xfatassassin
@bartcroasmun
@notabeachboy

Top Tweeters in G6:
@chimonthemetro
@tomlinsjane
@admiralty_xfd
@kumiko1998
@bisexualreina
@fans_lange
@badash_gillibby
@call_me_spooky_
@spookysculls

Top Tweeters in G7:
@ramzzy_
@carolinespencer
@sirizetu
@boboh_cyn
@trishngasi
@christinejoyt
@miss_gachara
@evesmama

Top Tweeters in G8:
@esienne
@rufuspolk
@skrossa
@lancemannion
@tankcruisin
@sweetgreensnowp
@sarahebond

Top Tweeters in G9:
@windoctorrx
@realtanyatay
@six_wands
@theseed47290417
@mikemye85011262
@jannieapril
@99cathys

Top Tweeters in G10:
@gitrdonelarry
@djrnewcastle
@gypsysol77
@mamalucia602
@troxellberg
@cb14925