lamaze, Twitter, 1/20/2019 4:45:03 PM, 182580


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lamaze_2019-01-19_20-00-00.xlsx
lamaze_2019-01-19_20-00-00.xlsx
From:
NodeXLExcelAutomator
Uploaded on:
January 20, 2019
Short Description:
lamaze via NodeXL http://bit.ly/2U3t1Lv
@lamaze
@realdonaldtrump
@romygiacomi
@jilliandwoodard
@bigtennetwork
@stevebellow
@charliekirk11
@realcandaceo
@mhscott16
@yo_jillfletcher

Top hashtags:
#lamaze
#pregnancy
#baby
#michaelmyersdayjob
#birth

Description:
Description
The graph represents a network of 754 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 Sunday, 20 January 2019 at 04:00 UTC.

The requested start date was Sunday, 20 January 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 13-day, 20-hour, 48-minute period from Sunday, 06 January 2019 at 01:05 UTC to Saturday, 19 January 2019 at 21:54 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 : 754
Unique Edges : 721
Edges With Duplicates : 2340
Total Edges : 3061
Number of Edge Types : 3
Tweet : 246
Replies to : 887
Mentions : 1928
Self-Loops : 246
Reciprocated Vertex Pair Ratio : 0.069281045751634
Reciprocated Edge Ratio : 0.12958435207824
Connected Components : 173
Single-Vertex Connected Components : 100
Maximum Vertices in a Connected Component : 401
Maximum Edges in a Connected Component : 2677
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.034883
Graph Density : 0.00144074453732374
Modularity : 0.222584
NodeXL Version : 1.0.1.408

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[5] https://www.momcavetv.com/what-lamaze-breathing-is-really-good-for/
[4] https://www.ebay.co.uk/itm/123597353685?ul_noapp=true
[4] https://twitter.com/NotThatShire/status/1082012047825666048
[3] https://www.facebook.com/madison89miller/videos/2478646812164916/
[3] https://www.mrcnnlive.com/father-jah-magician-ft-solo-lamaze-native-prod-drugs-beats/
[2] https://neonnettle.com/news/4236-pedophile-grooming-gang-receive-over-1m-in-legal-aid-to-fight-deportation
[2] https://www.youtube.com/watch?v=MCdM1TIQilU&feature=youtu.be

[2] https://www.cincinnati.com/story/sports/2019/01/16/paul-daugherty-column-marty-brennaman-his-own-words/2582446002/
[2] https://twitter.com/reds/status/1085595649511489536
[2] https://twitter.com/barstoolnewsn/status/1084960458900209664

Top URLs in Tweet in G1:
[2] https://twitter.com/GhostMegyn/status/1081917612148297728
[2] https://twitter.com/HCSOTexas/status/1081939467496239109?s=19
[2] https://twitter.com/latenightseth/status/1082822048987205633
[2] https://twitter.com/marcorubio/status/1082809396537757697
[2] https://twitter.com/barstoolnewsn/status/1084960458900209664
[2] https://twitter.com/reds/status/1085595649511489536
[2] https://www.cincinnati.com/story/sports/2019/01/16/paul-daugherty-column-marty-brennaman-his-own-words/2582446002/
[1] https://twitter.com/BoSnerdley/status/1081772340030115840
[1] https://twitter.com/Cameron_Gray/status/1081692611218468864
[1] https://twitter.com/60Minutes/status/1082068489597267968

Top URLs in Tweet in G2:
[2] https://doules.fi/lamaze-international-synnytysvalmennus-suomeen/
[2] http://www.healthybirthclass.com/
[2] http://www.ebay.com/itm/like/233087780731
[2] http://www.lamaze.jp/
[2] https://myemail.constantcontact.com/subject.html?soid=1108848433555&aid=BEd5RG1Ps34
[2] http://web-extract.constantcontact.com/v1/social_annotation?permalink_uri=2ErwjDY&image_url=https%3A%2F%2Ffiles.constantcontact.com%2F399548c2201%2F88eb01ed-5ae7-4fa0-94ce-f6b0984ff28b.png
[2] https://www.e-nas.co.uk/shop/lamaze-freddie-the-firefly/
[2] https://www.albeebaby.com/lamaze-musical-inchworm.html
[2] https://forms.lamaze.org/Planned_home_birth_statement_SOGC.pdf
[2] https://mailchi.mp/bc6124c699e6/last-day-to-register-for-orlando-lamaze-seminar-at-regular-rate

Top URLs in Tweet in G3:
[2] https://twitter.com/LaMaze/status/1082848437903736833?s=09
[1] https://neonnettle.com/news/4236-pedophile-grooming-gang-receive-over-1m-in-legal-aid-to-fight-deportation
[1] https://twitter.com/LevineJonathan/status/1086703479769493504
[1] https://abc7ny.com/police-undocumented-ms-13-members-stab-attack-li-teen/5045829/

Top URLs in Tweet in G6:
[1] https://theathletic.com/771068/2019/01/16/bengals-draft-report-kyler-murrays-coolness-amid-chaos-sets-him-apart/

Top URLs in Tweet in G7:
[2] http://www.teatarian.com/2014/04/disaster-government-control-of-drugs.html
[1] https://www.merriam-webster.com/dictionary/gateway%20drug

Top Domains
Top Domains in Tweet in Entire Graph:
[60] twitter.com
[24] facebook.com
[12] youtube.com
[11] instagram.com
[10] lamaze.org
[8] ebay.com
[8] co.uk
[5] familytreesbirthprograms.com
[5] momcavetv.com
[5] givingbirthwithconfidence.org

Top Domains in Tweet in G1:
[45] twitter.com
[3] youtube.com
[2] washingtonpost.com
[2] cincinnati.com
[1] trust.org
[1] dailycaller.com
[1] theathletic.com
[1] latimes.com
[1] theconversation.com
[1] alllaw.com

Top Domains in Tweet in G2:
[15] facebook.com
[8] instagram.com
[5] lamaze.org
[5] twitter.com
[5] familytreesbirthprograms.com
[4] ebay.com
[4] constantcontact.com
[4] co.uk
[4] mailchi.mp
[3] usharethis.net

Top Domains in Tweet in G3:
[3] twitter.com
[1] neonnettle.com
[1] abc7ny.com

Top Domains in Tweet in G6:
[1] theathletic.com

Top Domains in Tweet in G7:
[2] teatarian.com
[1] merriam-webster.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[43] lamaze
[15] pregnancy
[11] baby
[9] michaelmyersdayjob
[6] birth
[6] givingbirthwithconfidence
[5] breastfeeding
[4] toys
[4] buyitnow
[4] childbirth



Top Hashtags in Tweet in G1:
[2] rip
[2] wwii
[2] redscaravan
[1] proweedconservative
[1] ananavarro
[1] ronilsingh
[1] cnn
[1] 10yearchallenge
[1] fakenews
[1] buildthewall

Top Hashtags in Tweet in G2:
[9] lamaze
[5] pregnancy
[3] childbirth
[2] birth
[2] apgar
[2] apgardian
[2] laboranddelivery
[2] painmanagement
[2] childbirthclasses
[2] shopeeph

Top Hashtags in Tweet in G4:
[1] iubb

Top Words
Top Words in Tweet in Entire Graph:
[802] Words in Sentiment List#1: Positive
[938] Words in Sentiment List#2: Negative
[12] Words in Sentiment List#3: Angry/Violent
[27076] Non-categorized Words
[28818] Total Words
[653] lamaze
[181] drsinhaesq
[181] delta
[181] fstanfordmd
[131] black

Top Words in Tweet in G1:
[94] phillyabroad
[78] drsinhaesq
[78] delta
[78] fstanfordmd
[66] lamaze
[55] black
[55] claytravis
[54] â
[45] more
[43] realcandaceo

Top Words in Tweet in G2:
[134] lamaze
[54] ã
[21] class
[18] childbirth
[14] educator
[12] breathing
[11] classes
[10] baby
[9] know
[9] solo

Top Words in Tweet in G3:
[38] lamaze
[36] realcandaceo
[33] cjts7006
[33] realchrismdoyle
[10] illegal
[9] immigrants
[9] visa
[8] come
[8] here
[7] never

Top Words in Tweet in G4:
[10] dandakich
[9] lamaze
[6] oconne95
[4] dusanders86
[3] done
[3] years
[3] csandersjr
[3] crean
[3] syracuse
[2] tyler

Top Words in Tweet in G5:
[14] puts
[14] salt
[14] n
[14] pepa
[14] lamaze
[14] class
[13] jurisdoc741

Top Words in Tweet in G6:
[19] lamaze
[13] joegoodberry
[6] tomatos72
[5] qb
[4] more
[4] draft
[4] lot
[3] make
[3] again
[3] wilson

Top Words in Tweet in G7:
[25] lamaze
[21] thecjpearson
[5] alcohol
[5] drugs
[3] government
[3] weed
[3] illegal
[3] think
[3] pot
[3] use

Top Words in Tweet in G8:
[54] â
[17] lamaze
[17] aoc
[15] kellylucero85
[15] magi_jay
[15] 60minutes
[7] healthcare
[6] t
[6] military
[5] s

Top Words in Tweet in G10:
[2] hospital

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[181] drsinhaesq,delta
[181] delta,fstanfordmd
[101] â,â
[95] lamaze,drsinhaesq
[80] phillyabroad,drsinhaesq
[66] cjts7006,realchrismdoyle
[66] realchrismdoyle,realcandaceo
[51] johncardillo,paisano
[51] lamaze,class
[36] ã,ã

Top Word Pairs in Tweet in G1:
[78] drsinhaesq,delta
[78] delta,fstanfordmd
[75] phillyabroad,drsinhaesq
[48] â,â
[33] afreequeen,cjts7006
[33] cjts7006,realchrismdoyle
[33] realchrismdoyle,realcandaceo
[23] johncardillo,paisano
[21] spencerbogad,claytravis
[21] lamaze,claytravis

Top Word Pairs in Tweet in G2:
[26] ã,ã
[19] lamaze,class
[10] lamaze,breathing
[9] childbirth,educator
[9] solo,lamaze
[8] lamaze,childbirth
[6] lamaze,classes
[6] lamaze,musical
[6] musical,inchworm
[5] educator,seminar

Top Word Pairs in Tweet in G3:
[33] lamaze,cjts7006
[33] cjts7006,realchrismdoyle
[33] realchrismdoyle,realcandaceo
[8] illegal,immigrants
[4] realcandaceo,illegal
[4] come,here
[3] immigrants,coming
[3] realcandaceo,never
[3] jobs,blacks
[3] through,process

Top Word Pairs in Tweet in G4:
[6] lamaze,oconne95
[6] oconne95,dandakich
[4] dusanders86,lamaze
[3] csandersjr,dusanders86
[2] lamaze,dandakich
[2] vaughnausten,csandersjr

Top Word Pairs in Tweet in G5:
[14] puts,salt
[14] salt,n
[14] n,pepa
[14] pepa,lamaze
[14] lamaze,class
[13] jurisdoc741,puts

Top Word Pairs in Tweet in G6:
[6] lamaze,tomatos72
[5] joegoodberry,lamaze
[3] lamaze,joegoodberry
[3] tomatos72,joegoodberry
[2] thebighurt19,lamaze
[2] browns,fans
[2] huge,difference
[2] once,again
[2] joegoodberry,wilson
[2] lot,people

Top Word Pairs in Tweet in G7:
[17] lamaze,thecjpearson
[3] lamaze,majortaylorfan1
[3] majortaylorfan1,thecjpearson
[2] thecjpearson,think
[2] thecjpearson,disaster
[2] disaster,government
[2] government,control
[2] control,drugs
[2] rosaleeadams,lamaze

Top Word Pairs in Tweet in G8:
[53] â,â
[15] lamaze,kellylucero85
[15] kellylucero85,magi_jay
[15] magi_jay,60minutes
[15] 60minutes,aoc
[4] thatâ,s
[4] healthcare,education
[2] canâ,t
[2] couldnâ,t
[2] comes,military

Top Replied-To
Top Replied-To in Entire Graph:
@lamaze
@phillyabroad
@afreequeen
@jabberwik
@spencerbogad
@joegoodberry
@noahherschberg
@mariaarriola4
@thedocmalibu
@stevebellow

Top Replied-To in G1:
@phillyabroad
@lamaze
@afreequeen
@jabberwik
@spencerbogad
@mariaarriola4
@noahherschberg
@thedocmalibu
@joegoodberry
@naoshadowpaws

Top Replied-To in G3:
@lamaze
@realdonaldtrump
@michaelavenatti
@krassenstein
@hrtablaze
@yo_jillfletcher
@phil_luttazi

Top Replied-To in G4:
@lamaze
@vaughnausten
@csandersjr
@dusanders86

Top Replied-To in G6:
@lamaze
@joegoodberry
@kaladincb
@thebighurt19

Top Replied-To in G7:
@lamaze
@rosaleeadams

Top Replied-To in G8:
@lamaze
@sbelleque
@cul3r0

Top Replied-To in G9:
@schrammdeb

Top Replied-To in G10:
@joesilverman7

Top Mentioned
Top Mentioned in Entire Graph:
@delta
@fstanfordmd
@drsinhaesq
@realcandaceo
@cjts7006
@realchrismdoyle
@lamaze
@claytravis
@johncardillo
@paisano

Top Mentioned in G1:
@drsinhaesq
@delta
@fstanfordmd
@claytravis
@realcandaceo
@rodriquezkhaliq
@cjts7006
@realchrismdoyle
@thecjpearson
@aoc

Top Mentioned in G3:
@realcandaceo
@cjts7006
@realchrismdoyle
@realdonaldtrump
@anncoulter
@billmaher
@tpusa
@lamaze
@mhscott16

Top Mentioned in G4:
@dandakich
@oconne95
@lamaze
@dusanders86
@csandersjr
@msu_basketball
@thisistheizzone
@mollyamcgrath
@themoplady

Top Mentioned in G5:
@jurisdoc741

Top Mentioned in G6:
@joegoodberry
@lamaze
@tomatos72
@engelj06
@thebighurt19
@americanman32
@hulu
@samuelkeathley
@noahphillips114

Top Mentioned in G7:
@thecjpearson
@lamaze
@majortaylorfan1
@teapartytempest
@cindygloyna

Top Mentioned in G8:
@aoc
@kellylucero85
@magi_jay
@60minutes
@realdailywire
@sbelleque
@goldman_snax
@willbost88
@lamaze

Top Mentioned in G9:
@lshaw158
@kscofield2
@drdebd
@kimm70ee
@drittokaren
@dragonmimist
@katkatvon
@wanda_justwanda

Top Mentioned in G10:
@pcnedstark
@thomas_fagan
@martypaul10
@mhenrylaw1
@carolinamidwife
@anita_cule
@tpverity
@eshap

Top Tweeters
Top Tweeters in Entire Graph:
@item_search
@punmetaphorica
@delta
@_spell
@follementbijoux
@dylanesque2604
@1chefdiva
@finditatfilibi
@morrisons
@mardigroan

Top Tweeters in G1:
@dylanesque2604
@abc13houston
@dctftw
@fox5atlanta
@indystar
@allbrightnfl
@lancemcalister
@nbcnews
@newsweek
@msnbc

Top Tweeters in G2:
@item_search
@punmetaphorica
@follementbijoux
@finditatfilibi
@amazon_deals___
@beenasty_
@redray18
@kissmyelite
@newbestdeals2
@theslaingod

Top Tweeters in G3:
@hrtablaze
@krassenstein
@realdonaldtrump
@anncoulter
@tpusa
@mhscott16
@cjts7006
@robsmithonline
@romygiacomi
@jilliandwoodard

Top Tweeters in G4:
@dandakich
@bigtennetwork
@oconne95
@msu_basketball
@mollyamcgrath
@thecousindarrel
@themoplady
@thisistheizzone
@wilbonshottub
@csandersjr

Top Tweeters in G5:
@1chefdiva
@mardigroan
@gingerhotdish
@boomboombetty
@sofarrsogud
@petricksara
@jjrossreaders
@michaeltrying
@artemis_ascends
@copymama

Top Tweeters in G6:
@joegoodberry
@hulu
@israeliandres
@noahphillips114
@samuelkeathley
@engelj06
@thebighurt19
@kaladincb
@tomatos72
@tweetjenkins

Top Tweeters in G7:
@rosaleeadams
@teapartytempest
@cindygloyna
@republiclvr
@thecjpearson
@thuringwethil66
@thedocmalibu
@awarechicken
@jenniff84845194
@straightcomment

Top Tweeters in G8:
@realdailywire
@magi_jay
@60minutes
@derek_mafs
@kellylucero85
@mariaarriola4
@aoc
@goldman_snax
@landonbarbarian
@cul3r0

Top Tweeters in G9:
@drdebd
@wanda_justwanda
@lshaw158
@drittokaren
@swatislimaye
@dragonmimist
@kscofield2
@kimm70ee
@katkatvon
@schrammdeb

Top Tweeters in G10:
@joesilverman7
@pcnedstark
@thomas_fagan
@carolinamidwife
@eshap
@mhenrylaw1
@martypaul10
@teriberi_teri
@anita_cule
@tpverity


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