lamaze, Twitter, 1/27/2022 9:02:03 PM, 270786


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lamaze_2022-01-27_12-33-53.xlsx
lamaze_2022-01-27_12-33-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 27, 2022
Short Description:
lamaze via NodeXL https://bit.ly/33PEt8l
@poshmarkapp
@imashleymi
@blondambitionto
@tsasuyed
@bonoisagod
@katydid303
@zaq20532001
@federalagentgf
@pilarenriquez8
@deniz_sayd

Top hashtags:
#poshmark
#shopmycloset
#lamaze
#mainemendoza
#doula
#fashion
#style

Description:
Description
The graph represents a network of 214 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, 27 January 2022 at 20:34 UTC.

The requested start date was Thursday, 27 January 2022 at 01:01 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, 18-hour, 53-minute period from Thursday, 13 January 2022 at 05:46 UTC to Thursday, 27 January 2022 at 00:40 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 : 214
Unique Edges : 136
Edges With Duplicates : 85
Total Edges : 221
Number of Edge Types : 5
Replies to : 52
Tweet : 66
Mentions : 35
Retweet : 30
MentionsInRetweet : 38
Self-Loops : 67
Reciprocated Vertex Pair Ratio : 0.00826446280991736
Reciprocated Edge Ratio : 0.0163934426229508
Connected Components : 104
Single-Vertex Connected Components : 38
Maximum Vertices in a Connected Component : 6
Maximum Edges in a Connected Component : 14
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 0.835664
Graph Density : 0.00267649510771796
Modularity : 0.656226
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 214 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, 27 January 2022 at 20:34 UTC.

The requested start date was Thursday, 27 January 2022 at 01:01 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, 18-hour, 53-minute period from Thursday, 13 January 2022 at 05:46 UTC to Thursday, 27 January 2022 at 00:40 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://anchor.fm/lamazeinternational/episodes/Pelvic-Floor-Physical-Therapy-in-the-Postpartum-Period-e1dfvqk
[2] https://www.lamaze.org/Giving-Birth-with-Confidence/GBWC-Post/join-us-as-a-guest-blogger-1
[2] https://www.cdc.gov/ncbddd/birthdefects/awareness-month/index.html
[2] https://www.youtube.com/watch?v=b3eNP7eb0fI&feature=youtu.be
[2] https://poshmark.com/listing/NEW-Nurture-Slides-by-Lamaze-6191bbefd737fd2c9129a2dd?utm_source=tw_sh&utm_content=ext_trk%3Dbranch%26feature%3Dsh_li__and%26rfuid%3Dext1:b07acb0d-db70-4f49-b2a5-ac7d01c1e675
[2] https://www.etoylibrary.com.au/product/lamaze-xylophone-bird-house/
[1] https://aminoapps.com/p/3mq222c
[1] https://www.linkedin.com/slink?code=exAfmafK
[1] https://www.lamaze.org/Giving-Birth-with-Confidence/GBWC-Post/all-about-burping-your-baby-1
[1] https://www.amazon.fr/dp/B018S6KMWI?tag=desoffresfr-21&linkCode=osi&th=1&psc=1

Top URLs in Tweet in G1:
[2] https://www.etoylibrary.com.au/product/lamaze-xylophone-bird-house/
[1] https://sparshhospital.com/
[1] https://www.ebay.com/itm/194733876742?hash=item2d570b2606%3Ag%3AVngAAOSwkOJh4Cb1&mkcid=1&mkrid=711-53200-19255-0&siteid=0&campid=5338752399&customid=&toolid=10001&mkevt=1
[1] https://twitter.com/BookTasters/status/1086320186691596288
[1] https://poshmark.com/listing/Nurture-genuine-leather-tribal-pattern-mules-60f4f472446e59fbf6dfdcce
[1] https://www.ebay.com/itm/175109028325?mkrid=711-53200-19255-0&siteid=0&mkcid=1&campid=5338849658&toolid=10044&customid=&mkevt=1
[1] https://www.nicovideo.jp/watch/sm17230872?ref=androidapp_twitter_ss
[1] https://www.nicovideo.jp/watch/sm17230872?ref=twitter
[1] https://ebooksharedsites.blogspot.com/B0043D28B4
[1] https://twitter.com/huffpost/status/1484346713728901120

Top URLs in Tweet in G2:
[2] https://poshmark.com/listing/NEW-Nurture-Slides-by-Lamaze-6191bbefd737fd2c9129a2dd?utm_source=tw_sh&utm_content=ext_trk%3Dbranch%26feature%3Dsh_li__and%26rfuid%3Dext1:b07acb0d-db70-4f49-b2a5-ac7d01c1e675
[1] https://posh.mk/aKFMGCmA8mb
[1] https://posh.mk/h7p8sI0AZmb
[1] https://poshmark.com/listing/Nurture-by-Lamaze-Brown-Peep-Toe-Wedges-Sz-85-M-61e4ba6e60fded1d95ffea7f?utm_source=tw_sh&utm_content=ext_trk%3Dbranch%26feature%3Dsh_li_cl_ios%26rfuid%3Dext1:4f52dabf-a8e8-4cce-b9da-e72baaaf6b65
[1] https://posh.mk/WDQlZfyOQmb

Top URLs in Tweet in G5:
[1] https://www.lamaze.org/lamaze-classes-online

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[6] poshmark
[6] shopmycloset
[6] lamaze
[4] mainemendoza
[3] doula
[3] fashion
[3] style
[2] chilbirtheducator
[2] nationalbirthdefectawarenessmonth
[2] grichkabogdanoff



Top Hashtags in Tweet in G1:
[2] sm17230872
[2] ニコニコ動画
[1] sparshhospital
[1] thetouchoflife
[1] womenandchildren
[1] andjustlikethat
[1] ebay
[1] baby
[1] birdgang
[1] redsea

Top Hashtags in Tweet in G2:
[6] poshmark
[6] shopmycloset
[3] fashion
[3] style
[3] lamaze
[1] nike
[1] justice
[1] jessicasimpson
[1] lovestitch
[1] underarmour

Top Hashtags in Tweet in G3:
[4] mainemendoza

Top Hashtags in Tweet in G8:
[1] breathacting
[1] isthisgettingweird
[1] details

Top Words
Top Words in Tweet in Entire Graph:
[147] lamaze
[33] class
[29] breathing
[17] baby
[15] birth
[14] one
[13] twitter
[13] second
[12] more
[12] classes

Top Words in Tweet in G1:
[45] lamaze
[9] breathing
[8] baby
[7] classes
[7] class
[7] breathe
[5] book
[5] doing
[4] size
[4] peek

Top Words in Tweet in G2:
[6] check
[6] poshmarkapp
[6] #poshmark
[6] #shopmycloset
[3] good
[3] share
[3] items
[3] loving
[3] #fashion
[3] #style

Top Words in Tweet in G3:
[8] maine
[8] mendoza
[8] exceptional
[5] mainedcm
[4] mainetrendteam
[4] lamaze
[4] lamb
[4] lambaste
[4] #mainemendoza
[3] pilarenriquez8

Top Words in Tweet in G4:
[12] twitter
[6] favorite
[6] part
[6] two
[6] women
[6] cat
[6] fight
[6] over
[6] same
[6] crush

Top Words in Tweet in G5:
[3] lamaze
[2] ll
[2] federalagentgf
[2] urge
[2] push

Top Words in Tweet in G7:
[2] delivery

Top Words in Tweet in G8:
[2] yes

Top Words in Tweet in G9:
[4] ボルテの歴代で一番やばい事件
[4] second
[4] heaven
[4] lamaze
[4] remixがまだ収録されてる
[3] zaq20532001

Top Words in Tweet in G10:
[3] class
[2] philmadison6
[2] jaguars
[2] lamaze
[2] ll
[2] boys
[2] beers

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[26] lamaze,class
[25] lamaze,breathing
[11] second,heaven
[11] heaven,lamaze
[8] doing,lamaze
[8] maine,mendoza
[8] mendoza,exceptional
[7] lamaze,remix
[6] favorite,part
[6] part,twitter

Top Word Pairs in Tweet in G1:
[8] lamaze,breathing
[6] lamaze,class
[5] breathe,breathe
[5] doing,lamaze
[4] lamaze,peek
[4] peek,boo
[4] boo,forest
[4] forest,fun
[4] fun,interactive
[4] interactive,baby

Top Word Pairs in Tweet in G2:
[3] good,share
[3] share,check
[3] check,items
[3] items,loving
[3] loving,poshmarkapp
[3] poshmarkapp,#poshmark
[3] #poshmark,#fashion
[3] #fashion,#style
[3] #style,#shopmycloset
[3] check,listing

Top Word Pairs in Tweet in G3:
[8] maine,mendoza
[8] mendoza,exceptional
[4] mainetrendteam,mainedcm
[4] mainedcm,lamaze
[4] lamaze,lamb
[4] lamb,lambaste
[4] lambaste,maine
[4] exceptional,maine
[4] exceptional,#mainemendoza
[3] pilarenriquez8,mainetrendteam

Top Word Pairs in Tweet in G4:
[6] favorite,part
[6] part,twitter
[6] twitter,two
[6] two,women
[6] women,cat
[6] cat,fight
[6] fight,over
[6] over,same
[6] same,twitter
[6] twitter,crush

Top Word Pairs in Tweet in G5:
[2] urge,push

Top Word Pairs in Tweet in G9:
[4] ボルテの歴代で一番やばい事件,second
[4] second,heaven
[4] heaven,lamaze
[4] lamaze,remixがまだ収録されてる
[3] zaq20532001,ボルテの歴代で一番やばい事件

Top Word Pairs in Tweet in G10:
[2] philmadison6,jaguars
[2] lamaze,class

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@poshmarkapp
@blondambitionto
@mainedcm
@pilarenriquez8
@mainetrendteam
@zaq20532001
@cdcgov
@vigilancejo93
@lci
@radiant_hosp

Top Mentioned in G1:
@supernana

Top Mentioned in G2:
@poshmarkapp

Top Mentioned in G3:
@mainedcm
@pilarenriquez8
@mainetrendteam

Top Mentioned in G4:
@blondambitionto

Top Mentioned in G5:
@grumpnfrump
@thumosbot

Top Mentioned in G6:
@michelemerrick1
@strangrobert
@timhoustonns

Top Mentioned in G7:
@it_enrages_me
@bariweiss

Top Mentioned in G8:
@tyler_hynes
@hallmarkchannel

Top Mentioned in G9:
@zaq20532001

Top Mentioned in G10:
@philmadison6
@jaguars

Top Tweeters
Top Tweeters in Entire Graph:
@sexytothenorth
@titane_0106
@pilarenriquez8
@lrnrose
@mardigroan
@hallmarkchannel
@iamjadebrieanne
@bracing
@byrdman0914
@tressiemcphd

Top Tweeters in G1:
@iamjadebrieanne
@topgaming43
@_lizharvey
@paciorettys
@newbestdeals2
@iilithsternin
@nazmulmarketer1
@booktasters
@rimuten
@citizenjaney

Top Tweeters in G2:
@hazensimpson
@iamkokow
@poshmarkapp
@montysmontage
@lindami42226927
@amandadwills

Top Tweeters in G3:
@titane_0106
@pilarenriquez8
@amorcatabas
@concom80578209
@mainedcm
@mainetrendteam

Top Tweeters in G4:
@sexytothenorth
@mardigroan
@byrdman0914
@blondambitionto
@highprobably1

Top Tweeters in G5:
@tsasuyed
@thumosbot
@panda_gongjunim
@grumpnfrump
@federalagentgf

Top Tweeters in G6:
@katynotie
@imashleymi
@timhoustonns
@strangrobert
@michelemerrick1

Top Tweeters in G7:
@bessbell
@katydid303
@bariweiss
@it_enrages_me

Top Tweeters in G8:
@hallmarkchannel
@bonoisagod
@neecienee
@tyler_hynes

Top Tweeters in G9:
@purple_donuts_p
@miki_onsv
@zaq20532001
@kuro_maxi

Top Tweeters in G10:
@jaguars
@philmadison6
@marksprouse8
@janisdu23983006


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