lamaze, Twitter, 12/18/2020 3:21:22 PM, 243630


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lamaze_2020-12-17_12-33-53.xlsx
lamaze_2020-12-17_12-33-53.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
December 18, 2020
Short Description:
lamaze via NodeXL https://bit.ly/3mEKg41
@karinfox
@danajon80371924
@realcandaceo
@mybabatweets
@calirighty
@jamel_montalban
@kurtkurtking
@skh245
@weatherboy_fr
@4ever_days

Top hashtags:
#days
#lamaze
#dinerdusiecle
#nowplaying
#tiobito
#shopmycloset
#elani

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, 17 December 2020 at 20:34 UTC.

The requested start date was Thursday, 17 December 2020 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, 17-hour, 58-minute period from Thursday, 03 December 2020 at 02:25 UTC to Wednesday, 16 December 2020 at 20:24 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 : 276
Edges With Duplicates : 129
Total Edges : 405
Number of Edge Types : 5
Replies to : 94
Retweet : 43
MentionsInRetweet : 53
Tweet : 95
Mentions : 120
Self-Loops : 95
Reciprocated Vertex Pair Ratio : 0.015625
Reciprocated Edge Ratio : 0.0307692307692308
Connected Components : 152
Single-Vertex Connected Components : 50
Maximum Vertices in a Connected Component : 47
Maximum Edges in a Connected Component : 57
Maximum Geodesic Distance (Diameter) : 4
Average Geodesic Distance : 1.66714
Graph Density : 0.00170502983802217
Modularity : 0.692605
NodeXL Version : 1.0.1.441
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, 17 December 2020 at 20:34 UTC.

The requested start date was Thursday, 17 December 2020 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, 17-hour, 58-minute period from Thursday, 03 December 2020 at 02:25 UTC to Wednesday, 16 December 2020 at 20:24 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:
[10] https://www.mybaba.com/
[10] https://www.mybaba.com/christmas-competition-lamaze/
[2] http://www.lamaze.jp/
[2] https://musictalkers.com/latest-news/92-featured/7600-solo-lamaze-pays-an-emotional-homage-to-louisville-in-new-single-%E2%80%98ain%E2%80%99t-normal%E2%80%99#.X7Z2Ysl7swQ.twitter
[1] https://www.ositoazul.com.ar/
[1] https://www.youtube.com/watch?v=9K7rZ9S_D4E&feature=youtu.be

[1] https://poshmark.com/user/shaybali/shares?utm_campaign=referral_code%3DSHAYBALI&utm_source=tw_sh&utm_content=feature%3Dsh_lc_imp_sys%26rfuid%3Dext1%3Ab0fc0ae7-5f36-4285-9b6b-72999240a632%26ext_trk%3Dbranch&br_t=true&_branch_match_id=link-866463850950074319
[1] https://mummuddlingthrough.com/?p=8417&utm_source=ReviveOldPost&utm_medium=social&utm_campaign=ReviveOldPost
[1] https://www.saveinstant.ca/discount/9AMPRF?redirect=/products/lamaze-bitty-bit-bug-rattle?utm_medium=social&utm_source=poststudio&utm_content=4157666
[1] https://www.wegotcharacter.com/products/lamaze-baby-musical-activity-toy-dog?utm_medium=social&utm_source=poststudio&utm_content=4144405

Top URLs in Tweet in G1:
[2] http://www.lamaze.jp/
[1] https://www.amazon.com/LAMAZE-L27901-Lamaze-Peek-A-Boo-Forest/dp/B0043D28B4/ref=as_li_ss_tl?_encoding=UTF8&pd_rd_w=6vMRa&pf_rd_p=330217e1-d8b5-420c-90c6-f934ed719224&pf_rd_r=2CP11HTRRENSNF97PRMV&pd_rd_r=d30952e1-46c7-4271-9ee3-4054c0dcd743&pd_rd_wg=e5P45&ref_=pd_gw_unk&th=1&linkCode=sl1&tag=12305404-20&linkId=2ec34916c32d33cee1f2ce77d715d419&language=en_US
[1] https://www.youtube.com/watch?v=tybOi4hjZFQ&ab_channel=WimHof

[1] https://www.youtube.com/watch?v=jO0kYD2Ymuc&feature=youtu.be

[1] https://www.lamaze.org/Connecting-the-Dots/Post/series-better-childbirth-education-by-design-development-a-modular-approach-to-curriculum-design-1
[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://www.riversidemedgroup.com/breastfeeding-education-classes/
[1] https://twitter.com/Justsydnyc/status/1335086037073326082

Top URLs in Tweet in G5:
[10] https://www.mybaba.com/
[10] https://www.mybaba.com/christmas-competition-lamaze/
[1] https://www.mybaba.com/christmas-competition-lamaze/?fbclid=IwAR3sZvqaxgQMEWmRcaXSxj1xYA_WxRsL4hGwmr5st-WdDYDBONeT_y73skI

Top Domains
Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[19] days
[10] lamaze
[7] dinerdusiecle
[4] nowplaying
[4] tiobito
[3] shopmycloset
[3] elani
[2] ositoazul
[2] jugueteria
[2] navidad



Top Hashtags in Tweet in G1:
[4] days
[4] nowplaying
[4] tiobito
[2] daysofourlives
[2] lamaze
[1] usa
[1] america
[1] prenatal
[1] pregnant
[1] pregnancy

Top Hashtags in Tweet in G5:
[1] christmascompetitions
[1] win
[1] giveaway
[1] competitions
[1] prize
[1] lamaze

Top Hashtags in Tweet in G7:
[7] dinerdusiecle

Top Hashtags in Tweet in G9:
[1] gh

Top Words
Top Words in Tweet in Entire Graph:
[227] lamaze
[47] class
[26] breathing
[21] classes
[20] coach
[19] know
[19] visit
[19] lani
[19] #days
[18] during

Top Words in Tweet in G1:
[66] lamaze
[9] breathing
[9] classes
[8] class
[7] birth
[6] lani
[6] normal
[6] dj
[6] squirt
[5] more

Top Words in Tweet in G2:
[2] 1in5advocacy
[2] bethany11588401
[2] jolleywampus
[2] edmjbg
[2] gaylee4205
[2] techi_princess
[2] computra
[2] skh245
[2] mzpolitweetz
[2] ourkidzcan

Top Words in Tweet in G3:
[6] realcandaceo
[6] lamaze
[4] tttttrouble
[4] class
[2] choose
[2] hospital
[2] done
[2] pre
[2] natal
[2] appointment

Top Words in Tweet in G5:
[10] visit
[10] great
[10] competitions
[10] mybabatweets

Top Words in Tweet in G6:
[9] wife
[8] know
[8] ima
[8] husband
[8] gets
[8] pregnant
[8] ain
[8] missing
[8] lamaze
[8] class

Top Words in Tweet in G7:
[7] truc
[7] surprenant
[7] grand
[7] nombre
[7] personnes
[7] justice
[7] présents
[7] #dinerdusiecle
[7] notamment
[7] d'avocats

Top Words in Tweet in G8:
[4] 4ever_days
[4] lamaze
[2] natural
[2] several
[2] drugs
[2] second
[2] time

Top Words in Tweet in G9:
[7] maxie
[6] done
[6] michael
[6] spared
[6] saw
[6] more
[6] chemistry
[6] few
[6] moments
[6] together

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[45] lamaze,class
[20] lamaze,breathing
[17] lamaze,coach
[16] lamaze,classes
[10] visit,great
[10] great,competitions
[10] competitions,mybabatweets
[8] know,ima
[8] ima,husband
[8] husband,wife

Top Word Pairs in Tweet in G1:
[7] lamaze,classes
[7] lamaze,class
[6] lamaze,breathing
[6] lamaze,dj
[6] dj,squirt
[4] lamaze,coach
[4] #nowplaying,lamaze
[4] lamaze,normal
[4] normal,explicit
[4] explicit,atlwebradio

Top Word Pairs in Tweet in G2:
[2] 1in5advocacy,bethany11588401
[2] bethany11588401,jolleywampus
[2] jolleywampus,edmjbg
[2] edmjbg,gaylee4205
[2] gaylee4205,techi_princess
[2] techi_princess,computra
[2] computra,skh245
[2] skh245,mzpolitweetz
[2] mzpolitweetz,ourkidzcan

Top Word Pairs in Tweet in G3:
[4] tttttrouble,realcandaceo
[4] lamaze,class
[2] pre,natal

Top Word Pairs in Tweet in G5:
[10] visit,great
[10] great,competitions
[10] competitions,mybabatweets

Top Word Pairs in Tweet in G6:
[8] know,ima
[8] ima,husband
[8] husband,wife
[8] wife,gets
[8] gets,pregnant
[8] pregnant,ain
[8] ain,missing
[8] missing,lamaze
[8] lamaze,class
[8] class,dr

Top Word Pairs in Tweet in G7:
[7] truc,surprenant
[7] surprenant,grand
[7] grand,nombre
[7] nombre,personnes
[7] personnes,justice
[7] justice,présents
[7] présents,#dinerdusiecle
[7] #dinerdusiecle,notamment
[7] notamment,d'avocats
[7] d'avocats,boyon

Top Word Pairs in Tweet in G8:
[2] second,time

Top Word Pairs in Tweet in G9:
[6] done,michael
[6] michael,maxie
[6] maxie,spared
[6] spared,saw
[6] saw,more
[6] more,chemistry
[6] chemistry,few
[6] few,moments
[6] moments,together
[6] together,during

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@mybabatweets
@jamel_montalban
@weatherboy_fr
@ebay
@d76developer
@realcandaceo
@atlwebradio
@poshmarkapp
@indiegamerchick
@daytimelove12

Top Mentioned in G1:
@atlwebradio

Top Mentioned in G2:
@bethany11588401
@jolleywampus
@edmjbg
@gaylee4205
@techi_princess
@computra
@skh245
@mzpolitweetz
@ourkidzcan
@karinfox

Top Mentioned in G3:
@realcandaceo
@cernovich
@shaunagee
@tttttrouble
@earnantoryn
@mike2browne

Top Mentioned in G4:
@hboucher3
@dfisman
@idsainfo
@tuftsmedicalctr
@levycimar
@drjeannem
@barbalexandermd
@rwalensky
@carlosdelrio7
@wintercourseid

Top Mentioned in G5:
@mybabatweets

Top Mentioned in G6:
@jamel_montalban

Top Mentioned in G7:
@weatherboy_fr

Top Mentioned in G8:
@4ever_days

Top Mentioned in G9:
@d76developer

Top Mentioned in G10:
@sandyt0es
@dspidery
@heavenmarie47
@labelfreebrands

Top Tweeters
Top Tweeters in Entire Graph:
@morgfair
@reuters
@peta
@lopezdominique2
@alicialsgay
@icedtea17
@jamel_montalban
@bigred_13
@trapcinephile
@carolyncolson

Top Tweeters in G1:
@alicialsgay
@bonobochick
@thestormwithin
@newbestdeals2
@wegotcharacter_
@_shamgod
@wisewordsbot
@jamsphere
@merry_wimble
@hershey_bar22

Top Tweeters in G2:
@mzpolitweetz
@smartwoman2019
@skh245
@selmekki
@donaldblake1
@karinfox
@edmjbg
@1in5advocacy
@moms4fape
@twiggyboty

Top Tweeters in G3:
@cernovich
@madisox43
@calirighty
@kurtkurtking
@earnantoryn
@shaunagee
@realcandaceo
@petemackool
@rwills79
@tttttrouble

Top Tweeters in G4:
@carlosdelrio7
@dfisman
@idsainfo
@tuftsmedicalctr
@drjeannem
@wintercourseid
@hboucher3
@rwalensky
@levycimar
@wpgsunshine1

Top Tweeters in G5:
@janib_19
@leinaddop80
@bextow
@top_cat81
@scatterbrain_1
@mybabatweets
@brenda1st
@jadering_89
@clurr89
@roxie_up

Top Tweeters in G6:
@jamel_montalban
@trapcinephile
@kng_kojo
@seyi_notshay
@mylifeiskara
@marvodeux
@j_babada
@fiercewildcrazy

Top Tweeters in G7:
@lopezdominique2
@permasense46
@chassaingandre
@weatherboy_fr
@mimimilk1
@paflaragepaf
@hassan13122005

Top Tweeters in G8:
@zephyr1701
@4ever_days
@mommytlc
@no_more_45
@therealjojoinaz
@judyal14
@sue_trueblue

Top Tweeters in G9:
@icedtea17
@catrinanecole
@chica7540800mia
@d76developer
@michaeline_jean
@love_liason

Top Tweeters in G10:
@labelfreebrands
@sandyt0es
@heavenmarie47
@dspidery
@accountcoward
@so_xx__


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