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#BizGalz_2020-05-24_02-39-55.xlsx (experimental version)
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From:
NodeXLExcelAutomator
Uploaded on:
May 24, 2020
Short Description:
#BizGalz via NodeXL https://bit.ly/2yxOG9K
@bizgalz
@anorchidinbloom
@originaljadep
@zalkab
@norarahimian
@harrisonia
@llake
@pokeyluwho
@rosehorowitz31
@shereesepubhlth

Top hashtags:
#bizgalz
#mentalhealthawarenessweek
#twitterchat
#funtravelchat
#nextchat
#1pmchat

Description:
Description
The graph represents a network of 343 Twitter users whose tweets in the requested range contained "#BizGalz", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 May 2020 at 09:40 UTC.

The requested start date was Sunday, 24 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 78-day, 17-hour, 24-minute period from Sunday, 01 March 2020 at 20:36 UTC to Tuesday, 19 May 2020 at 14:00 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 : 343
Unique Edges : 474
Edges With Duplicates : 7357
Total Edges : 7831
Number of Edge Types : 5
Retweet : 1874
MentionsInRetweet : 2502
Tweet : 1055
Mentions : 975
Replies to : 1425
Self-Loops : 1073
Reciprocated Vertex Pair Ratio : 0.191666666666667
Reciprocated Edge Ratio : 0.321678321678322
Connected Components : 7
Single-Vertex Connected Components : 3
Maximum Vertices in a Connected Component : 333
Maximum Edges in a Connected Component : 7810
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.696048
Graph Density : 0.00975227183605272
Modularity : 0.065632
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 343 Twitter users whose tweets in the requested range contained "#BizGalz", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 24 May 2020 at 09:40 UTC.

The requested start date was Sunday, 24 May 2020 at 00:01 UTC and the maximum number of tweets (going backward in time) was 5,000.

The tweets in the network were tweeted over the 78-day, 17-hour, 24-minute period from Sunday, 01 March 2020 at 20:36 UTC to Tuesday, 19 May 2020 at 14:00 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 : #BizGalz
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:
[5] https://twitter.com/BizGalz/status/1257359093632839680
[4] https://about.me/sabari.ganesh
[3] http://bizgalz.com/blog/online-learning-platforms/
[3] https://twitter.com/BizGalz/status/1257357582689341455
[3] https://www.callyourgirlfriend.com/episodes/2019/04/12/shine-theory-101
[3] https://twitter.com/BizGalz/status/1257360602013540356
[3] http://www.worldhungerday.org
[3] https://twitter.com/BizGalz/status/1259888511215439880
[3] https://twitter.com/BizGalz/status/1252282639840657413
[3] https://www.youtube.com/watch?v=VrzbRZn5Ed4


Top URLs in Tweet in G1:
[3] http://bizgalz.com/blog/online-learning-platforms/
[2] https://www.callyourgirlfriend.com/episodes/2019/04/12/shine-theory-101
[1] https://twitter.com/i/web/status/1262441572722970624
[1] https://twitter.com/DTNEtiquette/status/1234547600507985925
[1] https://twitter.com/DebMecca/status/1234548856173551616
[1] https://twitter.com/ZalkaB/status/1234552706242695169
[1] https://twitter.com/i/web/status/1237081979839004672
[1] https://twitter.com/i/web/status/1237083487833915392
[1] https://twitter.com/i/web/status/1237088020127506433
[1] https://twitter.com/i/web/status/1239580195251564545

Top URLs in Tweet in G2:
[1] https://twitter.com/i/web/status/1237085000723353603
[1] https://twitter.com/i/web/status/1247212389088419866
[1] https://twitter.com/BizGalz/status/1257359093632839680
[1] https://twitter.com/i/web/status/1249749000334401536
[1] http://www.worldhungerday.org
[1] https://twitter.com/i/web/status/1237076955058638848
[1] https://twitter.com/i/web/status/1237077946629861383
[1] https://twitter.com/i/web/status/1237079497364692992
[1] https://twitter.com/i/web/status/1237080968013504512
[1] https://twitter.com/i/web/status/1237082316075413506

Top URLs in Tweet in G3:
[2] https://twitter.com/BizGalz/status/1257359093632839680
[2] https://twitter.com/BizGalz/status/1257360602013540356
[2] https://twitter.com/BizGalz/status/1259892029682835458
[2] https://twitter.com/originaljadep/status/1259895107123372032
[2] https://twitter.com/BizGalz/status/1262434029120389122
[2] https://twitter.com/SoulNesting/status/1262436090650165248
[2] https://twitter.com/BizGalz/status/1262440063906066434
[2] https://twitter.com/DreaVilleneuve/status/1262432110628925441
[2] https://twitter.com/BizGalz/status/1259888511215439880
[1] https://twitter.com/i/web/status/1262433516924608512

Top URLs in Tweet in G4:
[1] https://twitter.com/i/web/status/1237081959584718848
[1] https://twitter.com/i/web/status/1237082858881245193
[1] https://twitter.com/i/web/status/1239406087566176256
[1] https://twitter.com/i/web/status/1239573144467394560
[1] https://twitter.com/i/web/status/1239615187616960512
[1] https://twitter.com/i/web/status/1239616069834346496
[1] https://twitter.com/i/web/status/1239616478585982977
[1] https://twitter.com/i/web/status/1239616817125036032
[1] https://twitter.com/i/web/status/1239618369558589442
[1] https://twitter.com/i/web/status/1239619049660788736

Top URLs in Tweet in G5:
[4] https://about.me/sabari.ganesh
[1] https://twitter.com/BizGalz/status/1262429500530442240
[1] https://twitter.com/i/web/status/1239568353980751872
[1] https://twitter.com/i/web/status/1247178247546134529
[1] https://twitter.com/i/web/status/1249715214196461570
[1] https://twitter.com/i/web/status/1254788644553940992
[1] https://www.youtube.com/exploringthelocallife
[1] https://twitter.com/i/web/status/1246050759478837250
[1] https://twitter.com/i/web/status/1251175335195848705
[1] https://twitter.com/i/web/status/1237080204767567875

Top URLs in Tweet in G6:
[1] https://twitter.com/i/web/status/1254844762202558464
[1] https://twitter.com/i/web/status/1242161569959731200
[1] https://twitter.com/i/web/status/1242162005307543560
[1] https://twitter.com/i/web/status/1242163545497833475
[1] https://twitter.com/i/web/status/1252283510469070851
[1] https://twitter.com/i/web/status/1252289529874132993
[1] https://twitter.com/i/web/status/1252290307590414339
[1] https://twitter.com/i/web/status/1252292335226032132
[1] https://twitter.com/i/web/status/1252293986032771077
[1] https://twitter.com/i/web/status/1242156214890500096

Top URLs in Tweet in G7:
[1] https://twitter.com/i/web/status/1247151173930487808
[1] https://twitter.com/bizgalz/status/1257351798081425414
[1] https://twitter.com/i/web/status/1237087845162106882
[1] https://twitter.com/i/web/status/1237094196529463296
[1] https://twitter.com/amelie_yuyu/status/1257366495404974087

Top URLs in Tweet in G9:
[2] https://www.forbes.com/sites/tanyatarr/2016/09/26/feminist-fight-clubs-jessica-bennett-being-funny-can-disrupt-gender-bias-in-negotiation/
[1] https://paper.li/gallantleader/1497984077?edition_id=3470b8a0-6236-11ea-94a3-0cc47a0d164b
[1] https://twitter.com/i/web/status/1237087232261046273

Top URLs in Tweet in G10:
[1] https://twitter.com/i/web/status/1252303676070338564
[1] https://twitter.com/i/web/status/1252297615632408577

Top Domains
Top Domains in Tweet in Entire Graph:
[947] twitter.com
[11] iconohash.com
[7] youtube.com
[5] wakelet.com
[4] about.me
[3] bizgalz.com
[3] callyourgirlfriend.com
[3] worldhungerday.org
[3] zoom.us
[3] forbes.com

Top Domains in Tweet in G1:
[109] twitter.com
[3] bizgalz.com
[2] callyourgirlfriend.com
[1] list-manage.com
[1] worldhungerday.org
[1] forbes.com
[1] janetmachuka.com
[1] youtube.com
[1] zoom.us
[1] google.com

Top Domains in Tweet in G2:
[242] twitter.com
[2] youtube.com
[1] worldhungerday.org
[1] callyourgirlfriend.com
[1] linkedin.com
[1] zoom.us

Top Domains in Tweet in G3:
[404] twitter.com
[2] youtube.com
[2] carriemaslen.com
[1] worldhungerday.org
[1] broken-healthcare.com
[1] seerinteractive.com
[1] ck.page
[1] mindtools.com
[1] harvard.edu

Top Domains in Tweet in G4:
[36] twitter.com
[1] janetmachuka.com

Top Domains in Tweet in G5:
[124] twitter.com
[5] wakelet.com
[4] about.me
[2] youtube.com
[1] blogspot.com
[1] zoom.us

Top Domains in Tweet in G6:
[21] twitter.com

Top Domains in Tweet in G7:
[5] twitter.com

Top Domains in Tweet in G9:
[2] forbes.com
[1] paper.li
[1] twitter.com

Top Domains in Tweet in G10:
[2] twitter.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[2556] bizgalz
[29] mentalhealthawarenessweek
[21] twitterchat
[21] funtravelchat
[21] nextchat
[21] 1pmchat
[21] sayftychat
[20] seotalk
[17] intro
[13] kindnessmatters



Top Hashtags in Tweet in G1:
[661] bizgalz
[9] mentalhealthawarenessweek
[5] intro
[3] genderbias
[3] thegoodplace
[3] gsbsocialmedia
[2] genderlens2020
[2] workingmoms
[2] kindnessmatters
[2] peopleskills

Top Hashtags in Tweet in G2:
[608] bizgalz
[11] mentalhealthawarenessweek
[6] dontbeadick
[4] genderbias
[3] intro
[2] justbesocial
[2] jbs
[2] doitspeaking
[2] gsbsocialmedia
[1] leadership

Top Hashtags in Tweet in G3:
[740] bizgalz
[7] intro
[6] soulnestingchat
[5] bizapaloozachat
[4] workingmoms
[4] twitterchat
[4] funtravelchat
[4] nextchat
[4] 1pmchat
[4] sayftychat

Top Hashtags in Tweet in G4:
[50] bizgalz
[8] socialmedia
[7] twittersmarter
[4] coronavirus
[4] linkedinchat
[4] millennialtalk
[4] africatweetchat
[4] goalchat
[3] ct
[3] internationalpoetrycircle

Top Hashtags in Tweet in G5:
[421] bizgalz
[10] kindnessmatters
[9] linkedin
[8] mentalhealthawarenessweek
[7] peopleskills
[5] gsbsocialmedia
[4] kn
[4] quotes
[4] follow
[4] spiritchat

Top Hashtags in Tweet in G6:
[47] bizgalz
[2] freelancers
[2] remote
[1] crisiscommunication
[1] networking
[1] crisis

Top Hashtags in Tweet in G7:
[17] twitterchat
[17] funtravelchat
[17] nextchat
[17] 1pmchat
[17] sayftychat
[16] seotalk
[4] bizgalz
[2] ispeakafricachat
[2] bizapaloozachat
[2] africacareerchat

Top Hashtags in Tweet in G8:
[6] bizgalz

Top Hashtags in Tweet in G9:
[1] bizgalz

Top Hashtags in Tweet in G10:
[2] bizgalz
[1] canadareads

Top Words
Top Words in Tweet in Entire Graph:
[] Top Word Pairs in Tweet in Entire Graph
[] Entire Graph Count
[] Top Word Pairs in Tweet in G1

Top Words in Tweet in G1:
[660] #bizgalz
[336] bizgalz
[140] alissa
[93] anorchidinbloom
[88] more
[79] one
[79] a3
[78] chat
[75] women
[74] a2

Top Words in Tweet in G2:
[608] #bizgalz
[596] bizgalz
[97] people
[92] a1
[84] a3
[80] time
[80] a4
[79] a2
[73] more
[69] think

Top Words in Tweet in G3:
[738] #bizgalz
[449] bizgalz
[107] zalkab
[99] anorchidinbloom
[95] great
[90] think
[84] more
[79] love
[79] need
[78] time

Top Words in Tweet in G4:
[75] bizgalz
[50] #bizgalz
[29] rosehorowitz31
[22] zalkab
[18] trust
[16] anorchidinbloom
[11] content
[10] build
[10] great
[9] more

Top Words in Tweet in G5:
[421] #bizgalz
[276] bizgalz
[91] anorchidinbloom
[65] chat
[64] people
[63] a1
[52] time
[50] more
[50] a3
[49] video

Top Words in Tweet in G6:
[59] bizgalz
[47] #bizgalz
[8] many
[8] work
[7] a2
[7] a1
[7] last
[6] a8
[6] two
[6] good

Top Words in Tweet in G7:
[34] day
[17] monday
[17] #twitterchat
[17] list
[17] #1
[17] #funtravelchat
[17] #nextchat
[17] #1pmchat
[17] 8am
[17] #sayftychat

Top Words in Tweet in G8:
[6] #bizgalz
[3] people
[3] one
[3] especially
[2] content
[2] course
[2] important
[2] brand
[2] video

Top Words in Tweet in G9:
[3] negotiation
[2] fight
[2] club's'
[2] jessica
[2] bennett
[2] being
[2] funny
[2] disrupt
[2] gender
[2] bias

Top Words in Tweet in G10:
[2] #bizgalz
[2] carriemaslen

Top Word Pairs
Top Word Pairs in Tweet in G2:
[134] bizgalz,a3
[67] bizgalz,a4
[33] bizgalz,a2
[29] s3rotonyn,bizgalz
[28] bizgalz,a1
[28] bizgalz,a6
[27] bizgalz,intro
[26] social,media
[25] bizgalz,a7
[23] bizgalz,a5

Top Word Pairs in Tweet in G3:
[38] bizgalz,a5
[35] bizgalz,a3
[35] zalkab,bizgalz
[34] bizgalz,a2
[33] bizgalz,a7
[23] bizgalz,a1
[22] bizgalz,a6
[21] s3rotonyn,bizgalz
[20] next,week
[20] bizgalz,a4

Top Word Pairs in Tweet in G4:
[22] rosehorowitz31,bizgalz
[21] build,trust
[20] bizgalz,answer
[19] social,media
[18] more,important
[18] important,trust
[17] trust,communicate
[17] communicate,#socialmedia
[16] #socialmedia,build
[15] trust,brand

Top Word Pairs in Tweet in G5:
[12] #bizgalz,chat
[8] chat,today
[8] join,bizgalz
[7] make,sure
[6] nerdette,bizgalz
[6] notokthatsok,bizgalz
[6] today,1pm
[6] 1pm,edt
[6] gender,bias
[6] bizgalz,a3

Top Word Pairs in Tweet in G6:
[27] bizgalz,a2
[19] bizgalz,a8
[15] bizgalz,a1
[14] bizgalz,intro
[14] bizgalz,a3
[13] bizgalz,a4
[12] bizgalz,a5
[12] good,#bizgalz
[12] bizgalz,a6
[12] last,year

Top Word Pairs in Tweet in G7:
[7] monday,#twitterchat
[6] #twitterchat,list
[6] list,#1
[5] #funtravelchat,day
[4] #nextchat,day
[4] #1pmchat,8am
[3] #sayftychat,11am
[3] #1,#funtravelchat
[3] day,#nextchat
[3] day,#1pmchat

Top Word Pairs in Tweet in G8:

Top Word Pairs in Tweet in G9:
[] fight,club's'
[] club's',jessica
[] jessica,bennett
[] bennett,being
[] being,funny
[] funny,disrupt
[] disrupt,gender
[] gender,bias
[] bias,negotiation

Top Word Pairs in Tweet in G10:

Top Replied-To
Top Replied-To in Entire Graph:
@bizgalz
@zalkab
@anorchidinbloom
@originaljadep
@carriemaslen
@mompowerment
@shereesepubhlth
@harrisonia

Top Replied-To in G1:
@bizgalz
@zalkab
@anorchidinbloom
@shereesepubhlth
@harrisonia
@adventureglass
@originaljadep
@katyb_spencer
@carriemaslen
@explorlocallife

Top Replied-To in G2:
@bizgalz
@zalkab
@originaljadep
@mompowerment
@anorchidinbloom
@harrisonia
@carriemaslen
@norarahimian

Top Replied-To in G3:
@bizgalz
@zalkab
@anorchidinbloom
@originaljadep
@llake
@mompowerment
@carriemaslen
@adventureglass
@shereesepubhlth

Top Replied-To in G4:
@bizgalz
@zalkab
@anorchidinbloom
@rosehorowitz31
@nerdette
@xgebi
@adventureglass
@ganesh_sabari
@madalynsklar

Top Replied-To in G5:
@anorchidinbloom
@zalkab
@bizgalz
@harrisonia
@shereesepubhlth
@notokthatsok
@explorlocallife
@katenasser
@yepbusiness

Top Replied-To in G6:
@bizgalz
@zalkab
@anorchidinbloom
@carriemaslen
@janettespeyer
@janetmachuka_
@chaimshapiro

Top Replied-To in G10:
@carriemaslen

Top Mentioned
Top Mentioned in Entire Graph:
@bizgalz
@anorchidinbloom
@originaljadep
@zalkab
@sclarkeoville
@rosehorowitz31
@explorlocallife
@carriemaslen
@nerdette

Top Mentioned in G1:
@bizgalz
@anorchidinbloom
@originaljadep
@norarahimian
@zalkab
@nerdette
@explorlocallife
@notokthatsok

Top Mentioned in G2:
@bizgalz
@originaljadep
@anorchidinbloom
@notokthatsok
@zalkab
@nerdette
@sclarkeoville
@mompowerment

Top Mentioned in G3:
@bizgalz
@anorchidinbloom
@zalkab
@originaljadep
@hitlikeagirlpod
@askjoyrios
@shereesepubhlth
@carriemaslen
@mompowerment
@sclarkeoville

Top Mentioned in G4:
@bizgalz
@rosehorowitz31
@zalkab
@anorchidinbloom
@sree
@carriemaslen
@janetmachuka_
@madalynsklar
@harrisonia
@xgebi

Top Mentioned in G5:
@bizgalz
@anorchidinbloom
@explorlocallife
@originaljadep
@sclarkeoville
@nerdette
@zalkab
@carriemaslen
@shereesepubhlth
@notokthatsok

Top Mentioned in G6:
@bizgalz
@nwhl
@thebostonpride
@katwife
@chaimshapiro
@adventureglass
@petreydishcom
@yoliworth
@jenoleniczak

Top Mentioned in G7:
@pokeyluwho

Top Mentioned in G8:
@jackieaina
@patmcgrathreal
@bbcworld
@vice
@delta
@sephora

Top Mentioned in G9:
@gallantleader
@hopkinsengineer
@hepplestonmax

Top Mentioned in G10:
@megangcoles
@padsky

Top Tweeters
Top Tweeters in Entire Graph:
@delta
@femtech_
@santchiweb
@raygibbs1
@marshacollier
@lilachbullock
@nytimes
@trippbraden
@akwyz
@nomoreslaves

Top Tweeters in G1:
@trippbraden
@tinu
@evelittlepage
@zerlinamaxwell
@rtwbarefoot
@jesserker
@chasityscooper
@youtoocanbeguru
@summer_ash
@nwarind

Top Tweeters in G2:
@kellylmckevitt
@slackhq
@skype
@drjoyce_knudsen
@ldrbrnd
@harrisonia
@dnewman
@wanderlustgirl_
@jackieyuntweets
@juliejordanscot

Top Tweeters in G3:
@femtech_
@joanarssousa
@janetnestor
@canva
@shereesepubhlth
@zerovacancygal
@stickermule
@sarcast0ny
@hootsuite
@womeninmarketin

Top Tweeters in G4:
@raygibbs1
@marshacollier
@nytimes
@tweetinggoddess
@cnn
@ap
@cypheroftyr
@forbes
@amtrak
@madalynsklar

Top Tweeters in G5:
@santchiweb
@onang_pribadi
@katenasser
@dtnetiquette
@rubengzz
@ccprakay
@jandis_price
@ajmanik
@k4kats
@thecomichunter

Top Tweeters in G6:
@jennykim
@ohshewentglobal
@salesforce
@xgebi
@jenoleniczak
@nwhl
@katwife
@thebostonpride
@yoliworth
@elisalongob

Top Tweeters in G7:
@nomoreslaves
@iamelvismvoi
@sayftycom
@kapoors_s
@lionesske
@sg4devpt
@pokeyluwho
@antiblackracis1
@naomiek_
@maniacmeet

Top Tweeters in G8:
@delta
@bbcworld
@vice
@sephora
@jackieaina
@patmcgrathreal
@life_by_h

Top Tweeters in G9:
@hopkinsengineer
@gallantleader
@davekeefeninja
@hepplestonmax

Top Tweeters in G10:
@jgombita
@padsky
@megangcoles


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