lamaze, Twitter, 3/31/2022 9:01:36 PM, 274075


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lamaze_2022-03-31_12-33-53.xlsx
lamaze_2022-03-31_12-33-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
March 31, 2022
Short Description:
lamaze via NodeXL https://bit.ly/3wU1fHZ
@thealexnevil
@gupton68
@pollychaag
@y_u_ackinsocray
@sansseriffic
@nancyyoungers
@fei_global
@ssnaushon
@aaapharmclub
@redworldtoys

Top hashtags:
#lamaze
#elephantplushtoy
#sensoryplushtoy
#doula
#pregnancy
#newparents

Description:
Description
The graph represents a network of 324 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, 31 March 2022 at 19:34 UTC.

The requested start date was Thursday, 31 March 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, 22-hour, 20-minute period from Thursday, 17 March 2022 at 01:15 UTC to Wednesday, 30 March 2022 at 23:35 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 : 324
Unique Edges : 198
Edges With Duplicates : 175
Total Edges : 373
Number of Edge Types : 5
Tweet : 86
Retweet : 77
MentionsInRetweet : 76
Replies to : 63
Mentions : 71
Self-Loops : 90
Reciprocated Vertex Pair Ratio : 0.00490196078431373
Reciprocated Edge Ratio : 0.00975609756097561
Connected Components : 129
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 48
Maximum Edges in a Connected Component : 99
Maximum Geodesic Distance (Diameter) : 3
Average Geodesic Distance : 1.921437
Graph Density : 0.00195887321790315
Modularity : 0.620595
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 324 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, 31 March 2022 at 19:34 UTC.

The requested start date was Thursday, 31 March 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, 22-hour, 20-minute period from Thursday, 17 March 2022 at 01:15 UTC to Wednesday, 30 March 2022 at 23:35 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://birthtoolbox.com/ondemandclass
[2] https://www.amazon.fr/dp/B018S6KMWI?tag=desoffresfr-21&linkCode=osi&th=1&psc=1
[2] https://www.fei.org/stories/sport/jumping/eric-lamaze-canada-chef-dequipe-coapexpan
[1] https://www.jodetopia.com/lamaze-jacques-the-peacock/?utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://www.lamaze.org/Giving-Birth-with-Confidence/GBWC-Post/ways-to-conquer-the-most-common-barrier-to-having-a-doula-1
[1] https://www.lamaze.org/Giving-Birth-with-Confidence/GBWC-Post/pitocin-when-its-used-what-its-like-and-how-to-avoid-unnecessary-use-1
[1] https://www.lamaze.org/Giving-Birth-with-Confidence/GBWC-Post/baby-spit-up-in-the-first-few-months-of-life-whats-normal-1
[1] https://www.lamaze.org/Giving-Birth-with-Confidence/GBWC-Post/low-key-approach-to-caring-for-your-newborn-1
[1] https://www.youtube.com/watch?v=bREkT9a-Xh0&feature=youtu.be

[1] https://www.ebay.co.uk/itm/125213205454?mkevt=1&mkcid=16&mkrid=711-127632-2357-0&media=TWITTER&sojTags=media%3Dmedia

Top URLs in Tweet in G1:
[2] https://www.amazon.fr/dp/B018S6KMWI?tag=desoffresfr-21&linkCode=osi&th=1&psc=1
[1] https://twitter.com/perryclassic/status/1504324268527697921
[1] https://www.fei.org/stories/sport/jumping/eric-lamaze-canada-chef-dequipe-coapexpan
[1] https://twitter.com/nunidior/status/1505235566262165505
[1] https://docs.google.com/forms/d/e/1FAIpQLSeg2WBtKUL3zz22Y5Iq3iH7gsR0ACyZ93wqrJd-3p3mLXSMbQ/viewform
[1] https://www.thebabyhampercompany.com/baby-toys/lamaze-rusty-the-robot-sensory-baby-toy.html
[1] https://www.jillwodnick.com/childbirth-education
[1] https://www.eventbrite.com/e/free-online-prenatal-childbirth-education-3-week-april-series-tickets-163193396843?ref=estw
[1] https://twitter.com/prayd0ntplay/status/1506250061457629189
[1] http://www.usharethis.net/649/Ladybug-and-Butterfly-Pair-Lamaze-Foot-FInders.html

Top URLs in Tweet in G9:
[1] https://www.fei.org/stories/sport/jumping/eric-lamaze-canada-chef-dequipe-coapexpan

Top URLs in Tweet in G10:
[1] https://www.ebay.co.uk/itm/125213205454?mkevt=1&mkcid=16&mkrid=711-127632-2357-0&media=TWITTER&sojTags=media%3Dmedia
[1] https://www.ebay.com/itm/2-Lamaze-Baby-Toys-Red-Yellow-Purple-Butterfly-Green-Octopus-Teether-Rings-/334165118184?mkcid=16&mkevt=1&_trksid=p2349624.m2548.l6249&mkrid=711-127632-2357-0
[1] https://www.ebay.com/itm/Lamaze-Bumble-Bee-Flower-Blue-Green-Black-White-Crinkle-Rings-Pull-Toy-Vibrating-/233172430342?mkcid=16&mkevt=1&_trksid=p2349624.m2548.l6249&mkrid=711-127632-2357-0

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[9] lamaze
[5] elephantplushtoy
[5] sensoryplushtoy
[4] doula
[2] pregnancy
[2] newparents
[2] childbirtheducator
[2] childbirth
[2] offre
[2] desoffres



Top Hashtags in Tweet in G1:
[3] lamaze
[3] doula
[2] childbirth
[2] offre
[2] desoffres
[2] pregnancy
[2] newparents
[2] childbirtheducator
[1] nyr
[1] noquitinny

Top Hashtags in Tweet in G9:
[1] beproud

Top Hashtags in Tweet in G10:
[5] lamaze
[5] elephantplushtoy
[5] sensoryplushtoy
[1] babyplushtoy

Top Words
Top Words in Tweet in Entire Graph:
[222] lamaze
[100] class
[46] teacher
[44] day
[42] first
[39] smashes
[39] chair
[39] ground
[39] attention
[39] seems

Top Words in Tweet in G1:
[65] lamaze
[17] class
[14] birth
[11] breathing
[9] classes
[8] time
[7] baby
[6] full
[6] same
[6] take

Top Words in Tweet in G2:
[38] first
[38] day
[38] teacher
[38] smashes
[38] chair
[38] ground
[38] attention
[38] lamaze
[38] class
[38] seems

Top Words in Tweet in G4:
[2] actually
[2] years

Top Words in Tweet in G5:
[14] lamaze
[14] class
[13] instructor
[13] partner
[13] arriving
[13] late
[13] oh
[13] single
[13] re
[12] gupton68

Top Words in Tweet in G6:
[3] pregnant

Top Words in Tweet in G8:
[5] lamaze
[4] acweyand
[3] before
[3] ssnaushon
[2] babies
[2] never
[2] solids
[2] still
[2] classes
[2] newborn

Top Words in Tweet in G9:
[10] lamaze
[5] leads
[5] way
[5] eric
[5] makes
[5] debut
[5] canada
[5] chef
[5] equipe
[5] weekend

Top Words in Tweet in G10:
[7] check
[7] lamaze
[6] baby
[6] toy
[5] peanut
[5] elephant
[5] wheels
[5] soft
[5] plush
[5] sensory

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[82] lamaze,class
[39] first,day
[39] day,teacher
[39] teacher,smashes
[39] smashes,chair
[39] chair,ground
[39] ground,attention
[39] attention,lamaze
[39] class,seems
[39] seems,confused

Top Word Pairs in Tweet in G1:
[15] lamaze,class
[10] lamaze,breathing
[7] lamaze,classes
[3] doing,lamaze
[3] childbirth,education
[3] learn,more
[2] aula,lamaze
[2] full,body
[2] breathing,exercises
[2] same,same

Top Word Pairs in Tweet in G2:
[38] first,day
[38] day,teacher
[38] teacher,smashes
[38] smashes,chair
[38] chair,ground
[38] ground,attention
[38] attention,lamaze
[38] lamaze,class
[38] class,seems
[38] seems,confused

Top Word Pairs in Tweet in G5:
[14] lamaze,class
[13] class,instructor
[13] instructor,partner
[13] partner,arriving
[13] arriving,late
[13] late,oh
[13] oh,single
[13] single,re
[12] gupton68,lamaze

Top Word Pairs in Tweet in G8:
[3] ssnaushon,acweyand
[2] lamaze,classes

Top Word Pairs in Tweet in G9:
[5] lamaze,leads
[5] leads,way
[5] way,eric
[5] eric,lamaze
[5] lamaze,makes
[5] makes,debut
[5] debut,canada
[5] canada,chef
[5] chef,equipe
[5] equipe,weekend

Top Word Pairs in Tweet in G10:
[7] check,lamaze
[5] lamaze,peanut
[5] peanut,elephant
[5] elephant,wheels
[5] wheels,soft
[5] soft,plush
[5] plush,sensory
[5] sensory,baby
[5] baby,toy
[5] toy,#lamaze

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@thealexnevil
@gupton68
@redworldtoys
@shecool_af
@fei_global
@ebay
@birthtoolbox
@autvenatus
@acweyand
@hansdickie

Top Mentioned in G2:
@thealexnevil

Top Mentioned in G3:
@kevin_snapp
@cincity631
@harrygod
@halmarshall2309
@cmmorgann
@rickpetree
@leba_miller
@cantgoback69
@chantler_jaki
@kilonova_gold

Top Mentioned in G4:
@bridgett999
@indictpotus45
@summers94567271
@veronicalynn915
@whitsich
@bowebowe10
@gherkintwerkin
@stacey12917323
@cflint77
@doridatabae

Top Mentioned in G5:
@gupton68
@thealexnevil

Top Mentioned in G6:
@thecaitlinperry
@praisefulshadow
@summerspringwoh
@_zuokanyunshu
@angfdz
@lenouveauking1

Top Mentioned in G7:
@nilc
@ayannapressley
@brenthatley
@katelynhatley
@secretshideaway
@seantuckerxxx

Top Mentioned in G8:
@acweyand
@patricia_ann_e

Top Mentioned in G9:
@fei_global
@longineseq
@hipicocoapexpan

Top Mentioned in G10:
@redworldtoys
@ebay

Top Tweeters
Top Tweeters in Entire Graph:
@paul_cude
@gildermike
@lostgirl2323
@jimmerthatisall
@texastwins2004
@mutalabala
@lindseycreated
@aspeed
@leftarmisme
@gupton68

Top Tweeters in G1:
@mutalabala
@newbestdeals2
@kweenzaba
@ballsackfeed
@naseechahhh
@blowingshittup
@booktasters
@brunnorolo
@uec_tl
@pakitter

Top Tweeters in G2:
@gildermike
@lostgirl2323
@aspeed
@leftarmisme
@thealexnevil
@gingerhotdish
@lmwortho
@grommit56
@gitson_shiggles
@carmanthegirl

Top Tweeters in G3:
@rickpetree
@chantler_jaki
@cincity631
@halmarshall2309
@kilonova_gold
@11tulips
@harrygod
@pollychaag
@twoandoneful
@cmmorgann

Top Tweeters in G4:
@indictpotus45
@gherkintwerkin
@summers94567271
@artsybookworm70
@bowebowe10
@veronicalynn915
@whitsich
@amazingracecbs
@doridatabae
@y_u_ackinsocray

Top Tweeters in G5:
@jimmerthatisall
@gupton68
@topaz_kell
@ddsmidt
@unfitz
@havish_af
@portmanteauface
@robin_991
@aikiwomannc
@minkpinkustink

Top Tweeters in G6:
@_zuokanyunshu
@angfdz
@thecaitlinperry
@lenouveauking1
@summerspringwoh
@mdmsosostris
@sansseriffic
@praisefulshadow

Top Tweeters in G7:
@ayannapressley
@nilc
@brenthatley
@secretshideaway
@katelynhatley
@seantuckerxxx
@randyyoungers
@nancyyoungers

Top Tweeters in G8:
@nursekateern
@seemomster
@patricia_ann_e
@acweyand
@ssnaushon
@grabowsky_k
@luanntam

Top Tweeters in G9:
@chavarom
@fei_global
@uth23
@longineseq
@hipicocoapexpan
@bossmareeventer
@scruffycowboy

Top Tweeters in G10:
@paul_cude
@texastwins2004
@amini54art
@redworldtoys
@ebay
@bqcloset


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