lamaze, Twitter, 4/21/2022 9:14:14 PM, 275268


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lamaze_2022-04-21_12-33-53.xlsx
lamaze_2022-04-21_12-33-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
April 21, 2022
Short Description:
lamaze via NodeXL https://bit.ly/3rK2YfH
@kristenmchugh22
@poshmarkapp
@knothooking
@soulnourishing
@ir_shema
@mianzubairsarw3
@nodrama4mama1
@coolmepxt
@ashleeeats
@nyakubahwa_

Top hashtags:
#poshmark
#shopmycloset
#lamaze
#fashion
#style
#bmhw22
#ericlamaze

Description:
Description
The graph represents a network of 227 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, 21 April 2022 at 19:34 UTC.

The requested start date was Thursday, 21 April 2022 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, 18-hour, 10-minute period from Thursday, 07 April 2022 at 01:56 UTC to Wednesday, 20 April 2022 at 20:07 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 : 227
Unique Edges : 144
Edges With Duplicates : 88
Total Edges : 232
Number of Edge Types : 5
Replies to : 48
Mentions : 48
Tweet : 72
Retweet : 31
MentionsInRetweet : 33
Self-Loops : 72
Reciprocated Vertex Pair Ratio : 0.00819672131147541
Reciprocated Edge Ratio : 0.016260162601626
Connected Components : 108
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 14
Maximum Edges in a Connected Component : 27
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.227326
Graph Density : 0.00239756734630229
Modularity : 0.631851
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 227 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, 21 April 2022 at 19:34 UTC.

The requested start date was Thursday, 21 April 2022 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, 18-hour, 10-minute period from Thursday, 07 April 2022 at 01:56 UTC to Wednesday, 20 April 2022 at 20:07 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://www.lamaze.org/Connecting-the-Dots/Post/biden-administration-to-launch-birthing-friendly-hospital-designation-1
[2] https://www.lamaze.org/Giving-Birth-with-Confidence/GBWC-Post/is-your-stuffy-nose-from-allergies-or-pregnancy-congestion-1
[2] https://www.lamaze.org/Connecting-the-Dots/Post/april-is-global-volunteer-month-how-might-you-join-the-amazing-volunteers-at-lamaze-international-1
[2] https://www.lamaze.org/Connecting-the-Dots/Post/a-message-from-lamaze-president-tanya-cawthorne-on-black-maternal-health-week-1
[2] https://www.lamaze.org/Connecting-the-Dots/Post/six-action-items-you-can-take-in-support-of-black-maternal-health-week-1
[2] https://www.lamaze.org/Giving-Birth-with-Confidence/GBWC-Post/shades-of-blue-provides-mental-health-support-groups-for-black-brown-mothers
[2] https://blackmamasmatter.org/bmhw/
[2] https://lamaze.org/
[2] https://www.worldofshowjumping.com/WoSJ-Exclusive-photo-series/L-Amazing-A-photo-tribute-to-Eric-Lamaze-s-epic-career.html#
[1] https://www.lamaze.org/Giving-Birth-with-Confidence/GBWC-Post/what-week-do-pregnancy-symptoms-start-1

Top URLs in Tweet in G1:
[2] https://www.worldofshowjumping.com/WoSJ-Exclusive-photo-series/L-Amazing-A-photo-tribute-to-Eric-Lamaze-s-epic-career.html#
[1] https://twitter.com/BookTasters/status/1086320186691596288
[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
[1] http://www.usharethis.net/649/Ladybug-and-Butterfly-Pair-Lamaze-Foot-FInder.html
[1] https://twitter.com/williehandler/status/1512387958392950794
[1] https://www.prenatalgeneticslab.com/a-brief-overview-of-the-lamaze-method-for-expectant-mothers.html
[1] https://linksredirect.com/?cid=31997&source=linkkit&url=https%3A%2F%2Fletyshops.com%2Fin%2Fwinwin%3Fww%3D15971789
[1] https://www.anbmedia.com/news/2022/04/tomy-international-re-launch-lamaze-brand/?utm_content=buffer340c0&utm_medium=social&utm_source=toytalesca&utm_campaign=SoMe
[1] https://www.clubpromos.fr/forum/threads/tomy-lamaze-%C3%89milie-mon-amie-9-08%E2%82%AC-au-lieu-de-19-98%E2%82%AC-amazon.158326/

Top URLs in Tweet in G2:
[1] https://twitter.com/pinkrocktopus/status/1515481198608404484

Top URLs in Tweet in G3:
[1] https://poshmark.com/listing/Lamaze-Learning-toy-625b20194fd23a8dbda19298?utm_source=tw_sh&utm_content=ext_trk%3Dbranch%26feature%3Dsh_li_cl_and%26rfuid%3Dext1:a6ec447a-8348-4e86-a8be-8f36a325a317
[1] https://posh.mk/VrJHUqk5epb
[1] https://posh.mk/nCLcZAZueob
[1] https://posh.mk/5sHtzPouznb
[1] https://posh.mk/RdQV8bMlbpb
[1] https://posh.mk/i7ZMQmDAapb
[1] https://posh.mk/SKGsEuoT7ob
[1] https://poshmark.ca/listing/Lamaze-Space-Symphony-Circular-Tummy-Time-Mat-Baby-6253244d771b8e65bf2ae212?utm_source=tw_sh&utm_content=ext_trk%3Dbranch%26feature%3Dsh_li_cl_web%26rfuid%3Dext1:72fc6f63-7fbe-4b3f-a112-f169b28699ed
[1] https://posh.mk/xUstDRRY2ob

Top URLs in Tweet in G9:
[2] https://www.lamaze.org/Connecting-the-Dots/Post/biden-administration-to-launch-birthing-friendly-hospital-designation-1
[2] https://blackmamasmatter.org/bmhw/
[2] https://www.lamaze.org/Giving-Birth-with-Confidence/GBWC-Post/shades-of-blue-provides-mental-health-support-groups-for-black-brown-mothers
[2] https://www.lamaze.org/Connecting-the-Dots/Post/six-action-items-you-can-take-in-support-of-black-maternal-health-week-1
[2] https://www.lamaze.org/Connecting-the-Dots/Post/a-message-from-lamaze-president-tanya-cawthorne-on-black-maternal-health-week-1
[2] https://www.lamaze.org/Connecting-the-Dots/Post/april-is-global-volunteer-month-how-might-you-join-the-amazing-volunteers-at-lamaze-international-1
[1] https://www.lamaze.org/Giving-Birth-with-Confidence/GBWC-Post/black-maternal-health-week-advocates-to-improve-health-outcomes-for-black-families
[1] https://www.lamaze.org/Giving-Birth-with-Confidence/GBWC-Post/what-week-do-pregnancy-symptoms-start-1
[1] https://www.lamaze.org/Giving-Birth-with-Confidence/GBWC-Post/is-your-stuffy-nose-from-allergies-or-pregnancy-congestion-1

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] poshmark
[9] shopmycloset
[9] lamaze
[7] fashion
[7] style
[5] bmhw22
[5] ericlamaze
[3] pregnancy
[3] rolexfamily
[2] pregnant



Top Hashtags in Tweet in G1:
[2] pregnant
[2] ebay
[2] baby
[1] ianpunnett
[1] mondaymisery
[1] nwhc
[1] healthcare
[1] womenshealth
[1] newmom
[1] kansascity

Top Hashtags in Tweet in G3:
[9] poshmark
[9] shopmycloset
[7] fashion
[7] style
[7] lamaze
[1] sollybaby
[1] michaelkors
[1] sexylingerie
[1] anthropologie
[1] missme

Top Hashtags in Tweet in G9:
[5] bmhw22
[2] pregnancy
[2] bmhw
[2] volunteer
[2] volunteermonth
[1] maternity
[1] maternalmortality
[1] cms
[1] medicaid
[1] allergies

Top Hashtags in Tweet in G10:
[3] rolexfamily

Top Words
Top Words in Tweet in Entire Graph:
[155] lamaze
[28] breathing
[25] class
[18] doing
[17] come
[17] more
[16] black
[16] heart
[15] baby
[14] health

Top Words in Tweet in G1:
[49] lamaze
[15] class
[9] baby
[5] breathing
[4] classes
[4] need
[4] know
[4] eric
[3] re
[3] birth

Top Words in Tweet in G2:
[15] heart
[14] attacks
[14] come
[14] shits
[14] mine
[14] weird
[14] af
[14] started
[14] doing
[14] lamaze

Top Words in Tweet in G3:
[9] check
[9] #poshmark
[9] #shopmycloset
[9] poshmarkapp
[7] good
[7] share
[7] items
[7] loving
[7] #fashion
[7] #style

Top Words in Tweet in G4:
[4] lamaze
[2] nyakubahwa_

Top Words in Tweet in G6:
[5] ตอนป
[5] 2012
[5] ล
[5] อ
[5] และเซย
[5] นต
[5] ดส
[5] นใจท
[5] จะแกล
[5] งคนอ

Top Words in Tweet in G9:
[15] black
[12] week
[12] more
[12] health
[11] read
[10] lamaze
[10] maternal
[5] #bmhw22
[4] birthing
[4] connecting

Top Words in Tweet in G10:
[3] good
[3] luck
[3] #rolexfamily
[3] eric
[3] lamaze
[3] scott
[3] brash
[3] martin
[3] fuchs
[3] steveguerdat

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[27] lamaze,breathing
[18] lamaze,class
[16] doing,lamaze
[14] heart,attacks
[14] attacks,come
[14] come,shits
[14] shits,mine
[14] mine,weird
[14] weird,af
[14] af,started

Top Word Pairs in Tweet in G1:
[11] lamaze,class
[5] lamaze,breathing
[4] lamaze,classes
[4] eric,lamaze
[2] took,lamaze
[2] re,lamaze
[2] 649,ladybug
[2] ladybug,butterfly
[2] butterfly,pair
[2] pair,lamaze

Top Word Pairs in Tweet in G2:
[14] heart,attacks
[14] attacks,come
[14] come,shits
[14] shits,mine
[14] mine,weird
[14] weird,af
[14] af,started
[14] started,doing
[14] doing,lamaze
[14] lamaze,breathing

Top Word Pairs in Tweet in G3:
[7] good,share
[7] share,check
[7] check,items
[7] items,loving
[7] loving,poshmarkapp
[7] #poshmark,#fashion
[7] #fashion,#style
[7] #style,#shopmycloset
[5] poshmarkapp,#poshmark
[2] check,listing

Top Word Pairs in Tweet in G6:
[5] ตอนป,2012
[5] 2012,ล
[5] ล,อ
[5] อ,และเซย
[5] และเซย,นต
[5] นต,ดส
[5] ดส,นใจท
[5] นใจท,จะแกล
[5] จะแกล,งคนอ
[5] งคนอ,นในวง

Top Word Pairs in Tweet in G9:
[9] read,more
[7] black,maternal
[7] maternal,health
[7] health,week
[4] connecting,dots
[4] black,mamas
[4] mental,health
[4] week,read
[3] week,founded
[3] more,#bmhw22

Top Word Pairs in Tweet in G10:
[3] good,luck
[3] luck,#rolexfamily
[3] #rolexfamily,eric
[3] eric,lamaze
[3] lamaze,scott
[3] scott,brash
[3] brash,martin
[3] martin,fuchs
[3] fuchs,steveguerdat
[3] steveguerdat,kent

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@kristenmchugh22
@poshmarkapp
@doulaschool
@coolmepxt
@blkmamasmatter
@steveguerdat
@ebay
@shadesofblueprj
@rolex
@villesaintdenis

Top Mentioned in G1:
@clubpromos

Top Mentioned in G2:
@kristenmchugh22

Top Mentioned in G3:
@poshmarkapp
@sidsuri3
@heatyhoo

Top Mentioned in G4:
@sunday_moussa

Top Mentioned in G5:
@sherryrehman
@shaziaattamarri
@hinarkhar

Top Mentioned in G6:
@coolmepxt

Top Mentioned in G7:
@dr_dave70
@ndkirschmann
@destinysraven

Top Mentioned in G8:
@mikd33
@sogoodwenamedlt
@enoughwicker

Top Mentioned in G9:
@blkmamasmatter
@shadesofblueprj

Top Mentioned in G10:
@steveguerdat
@rolex

Top Tweeters
Top Tweeters in Entire Graph:
@watermelondriia
@kumparan
@eleven8
@kristenmchugh22
@brave0nft
@yimnanz
@northtrenton
@risingdarkstar
@lelaballerina
@nae2bomb

Top Tweeters in G1:
@brave0nft
@northtrenton
@newbestdeals2
@_minnhyeokk
@clubpromos
@heraldheadlines
@booktasters
@williehandler
@sportsyenta
@babyprodalert

Top Tweeters in G2:
@watermelondriia
@kristenmchugh22
@lelaballerina
@hahncatherine
@clarice_willow
@pinkrocktopus
@thunderremix8
@battleteacake
@purppuraq
@calalilyl85

Top Tweeters in G3:
@poshmarkapp
@delicioussteal
@soulnourishing
@hateredsox
@ritadarlene
@knothooking
@rareformmoody
@lindihobbs1
@ameliapmshoppe
@emmateal07

Top Tweeters in G4:
@ndombizi
@ir_joachim
@wibijyojyo
@ir_shema
@sunday_moussa
@nyakubahwa_

Top Tweeters in G5:
@sherryrehman
@shaziaattamarri
@aseefabz
@mianzubairsarw3
@hinarkhar

Top Tweeters in G6:
@yimnanz
@kookkaiyah
@coolbayza
@sunflwrvoltpwk
@coolmepxt

Top Tweeters in G7:
@destinysraven
@ndkirschmann
@rebecca_alwine
@dr_dave70
@nodrama4mama1

Top Tweeters in G8:
@mikd33
@ashleeeats
@zoombear
@enoughwicker
@sogoodwenamedlt

Top Tweeters in G9:
@shadesofblueprj
@lamazeonline
@lamazeadvocates
@blkmamasmatter

Top Tweeters in G10:
@steveguerdat
@shostopper10070
@ilacaynkdany
@rolex