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SproutSocial Twitter NodeXL SNA Map and Report for Thursday, 18 May 2023 at 20:48 UTC (experimental version)
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From:
marc_smith
Uploaded on:
May 18, 2023
Short Description:
SproutSocial via NodeXL https://bit.ly/3Wh3kIK
@sproutsocial
@elixirs28144589
@prisus
@topgrowthagency
@monicapitrelli
@constellationr
@syedres78322802
@anthonyrochand
@hootsuite
@a11yalicia

Top hashtags:
#socialmedia
#marketing
#ai
#sproutsocial
#smm

Description:
Description
The graph represents a network of 509 Twitter users whose recent tweets contained "SproutSocial", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 5/11/2023 1:47:57 PM and 5/18/2023 1:47:57 PM. The network was obtained from Twitter on Thursday, 18 May 2023 at 20:49 UTC.

The tweets in the network were tweeted over the 2310-day, 1-hour, 35-minute period from Thursday, 19 January 2017 at 18:45 UTC to Thursday, 18 May 2023 at 20:20 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

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 : 509
Unique Edges : 441
Edges With Duplicates : 804
Total Edges : 1245
Number of Edge Types : 7
Tweet : 408
Retweet : 111
MentionsInRetweet : 172
Mentions : 244
MentionsInReplyTo : 211
Replies to : 97
Quote : 2
Self-Loops : 455
Reciprocated Vertex Pair Ratio : 0.0731182795698925
Reciprocated Edge Ratio : 0.13627254509018
Connected Components : 198
Single-Vertex Connected Components : 170
Maximum Vertices in a Connected Component : 260
Maximum Edges in a Connected Component : 727
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.831882
Graph Density : 0.00192982998932599
Modularity : 0.384647
NodeXL Version : 1.0.1.514
Data Import : The graph represents a network of 509 Twitter users whose recent tweets contained "SproutSocial", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 5/11/2023 1:47:57 PM and 5/18/2023 1:47:57 PM. The network was obtained from Twitter on Thursday, 18 May 2023 at 20:49 UTC.

The tweets in the network were tweeted over the 2310-day, 1-hour, 35-minute period from Thursday, 19 January 2017 at 18:45 UTC to Thursday, 18 May 2023 at 20:20 UTC.

There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.

Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
Graph Term : SproutSocial
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:
[29] https://sproutsocial.com/insights/brand-safety-tools/
[26] https://sproutsocial.com/insights/the-state-of-social-media/
[23] https://sproutsocial.com/insights/social-listening-tools/
[21] https://sproutsocial.com/insights/best-times-to-post-on-social-media/
[21] https://sproutsocial.com/insights/twitter-for-business/
[18] https://sproutsocial.com/insights/ai-marketing/
[14] https://sproutsocial.com/insights/voice-of-customer/
[13] https://sproutsocial.com/insights/social-media-kpis/
[11] https://sproutsocial.com/insights/the-state-of-social-media/?utm_source=dlvr.it&utm_medium=twitter
[11] https://sproutsocial.com/insights/social-listening-tools/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G1:
[23] https://sproutsocial.com/insights/the-state-of-social-media/
[21] https://sproutsocial.com/insights/brand-safety-tools/
[19] https://sproutsocial.com/insights/twitter-for-business/
[17] https://sproutsocial.com/insights/social-listening-tools/
[13] https://sproutsocial.com/insights/ai-marketing/
[11] https://sproutsocial.com/insights/voice-of-customer/
[11] https://sproutsocial.com/insights/social-media-kpis/
[10] https://sproutsocial.com/insights/social-listening-tools/?utm_source=dlvr.it&utm_medium=twitter
[10] https://sproutsocial.com/insights/the-state-of-social-media/?utm_source=dlvr.it&utm_medium=twitter
[10] https://sproutsocial.com/insights/voice-of-customer/?utm_source=dlvr.it&utm_medium=twitter

Top URLs in Tweet in G2:
[7] https://www.socialmediatoday.com/news/report-best-times-to-post-social-platforms-twitter-instagram-tiktok-facebook-pintrist-linkedin/650006/
[6] https://twitter.com/Egline_Samoei/status/1656893691615690752/photo/1
[5] https://sproutsocial.com/insights/social-listening-tools/
[4] https://twitter.com/HashtagHeyAlexa/status/1657077608356405256/photo/1
[4] https://twitter.com/agencenooode/status/1658801579401662470/photo/1
[3] https://sproutsocial.com/insights/best-times-to-post-on-social-media/
[3] https://sproutsocial.com/insights/brand-safety-tools/
[2] https://community.sproutsocial.com/events/unlock-the-power-of-ai-empowering-strategy-trends-and-visuals-68
[2] https://sproutsocial.com/insights/the-state-of-social-media/
[2] https://sproutsocial.com/insights/voice-of-customer/

Top URLs in Tweet in G3:
[3] https://links.flexoffers.com/invalid/
[1] https://twitter.com/TheBryceHarvey/status/1657224139088748545/photo/1
[1] https://feedback.publer.io/
[1] https://twitter.com/VitraApurvaa/status/1654797652926799872/video/1
[1] https://twitter.com/i/web/status/1658497494282801153
[1] https://twitter.com/KlirOnline/status/1656932739361169408/video/1
[1] https://twitter.com/KlirOnline/status/1657018550630981636/photo/1
[1] https://t.co/A4JlwsNrmx
[1] https://twitter.com/PlanableApp/status/1657002621251534851/photo/1
[1] https://twitter.com/popupsmartcom/status/1657009346209824769/photo/1

Top URLs in Tweet in G4:
[2] https://www.constellationr.com/research/constellation-shortlist-social-engagement-and-listening-platforms-2
[1] https://twitter.com/TrustInsights/status/1657035888168259588/video/1
[1] https://twitter.com/adzflowers/status/1657059852097576960/photo/1
[1] https://twitter.com/constellationr/status/1658950574052704256/photo/1
[1] https://www.tycoonstory.com/benefits-of-modern-marketing-strategies-to-grow-your-businesses/
[1] https://twitter.com/syedRes78322802/status/1655022136006672387/photo/1

Top URLs in Tweet in G5:
[1] https://twitter.com/adamdriver85/status/1658126758477017090/video/1
[1] https://apps.apple.com/gb/app/things-3/id904237743
[1] https://sproutsocial.com/insights/?p=172307/
[1] https://sproutsocial.com/insights/?p=172307/&utm_content=buffere3ae9&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer

Top URLs in Tweet in G7:
[5] https://sproutsocial.com/insights/brand-safety-tools/
[1] https://twitter.com/AnthonyRochand/status/1657645552668901377/photo/1
[1] https://twitter.com/SoniaBlock/status/1657651975381479424/photo/1

Top URLs in Tweet in G8:
[2] https://youtu.be/Hs2P3DLw1LM?utm_source=bambu&utm_medium=social&utm_campaign=team-sprout&blaid=3532429
[1] https://sproutsocial.com/insights/case-studies/caseys/?utm_source=advocacy&utm_medium=social&utm_campaign=team-sprout&blaid=4575073
[1] https://sproutsocial.com/insights/data/harris-insights-report-2023/?utm_source=advocacy&utm_medium=social&utm_campaign=team-sprout&blaid=4561622
[1] https://sproutsocial.com/insights/data/harris-insights-report-2023/?utm_source=advocacy&utm_medium=social&utm_campaign=team-sprout&blaid=4560324
[1] https://sproutsocial.com/careers/open-positions/5017043/?utm_source=advocacy&utm_medium=social&utm_campaign=team-sprout&blaid=4560375
[1] https://sproutsocial.com/insights/best-times-to-post-on-social-media/?utm_source=advocacy&utm_medium=social&utm_campaign=team-sprout&blaid=4560331
[1] https://sproutsocial.com/insights/advancing-dei-through-the-sprout-social-uncf-scholarship-program/?utm_source=bambu&utm_medium=social&utm_campaign=team-sprout&blaid=3595764

Top URLs in Tweet in G9:
[10] https://sproutsocial.com/insights/best-times-to-post-on-social-media/
[10] https://twitter.com/amanfirdaus/status/1656498337233920001/photo/1

Top URLs in Tweet in G10:
[1] https://www.cnbc.com/2022/06/15/travel-costs-are-up-but-travelers-arent-canceling-their-plans-yet-.html

Top Domains
Top Domains in Tweet in Entire Graph:
[453] sproutsocial.com
[245] twitter.com
[19] google.com
[12] dy.si
[8] socialmediatoday.com
[7] flexoffers.com
[7] socialpilot.co
[7] sendible.com
[7] someflex.be
[6] candicerodriguez.com

Top Domains in Tweet in G1:
[303] sproutsocial.com
[118] twitter.com
[18] google.com
[9] dy.si
[6] candicerodriguez.com
[4] co.uk
[2] linkedin.com
[1] rfr.bz
[1] 6secret.net
[1] theequityeditor.com

Top Domains in Tweet in G2:
[77] sproutsocial.com
[72] twitter.com
[8] socialmediatoday.com
[3] dy.si
[2] marketingprofs.com
[1] accessible-social.com
[1] sprou.tt
[1] prweek.com
[1] timbre-ltd.com
[1] youtube.com

Top Domains in Tweet in G3:
[8] twitter.com
[3] flexoffers.com
[1] publer.io
[1] t.co

Top Domains in Tweet in G4:
[4] twitter.com
[2] constellationr.com
[1] tycoonstory.com

Top Domains in Tweet in G5:
[2] sproutsocial.com
[1] twitter.com
[1] apple.com

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

Top Domains in Tweet in G8:
[6] sproutsocial.com
[2] youtu.be

Top Domains in Tweet in G9:
[10] sproutsocial.com
[10] twitter.com

Top Domains in Tweet in G10:
[1] cnbc.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[47] socialmedia
[28] marketing
[24] ai
[23] sproutsocial
[16] smm
[15] socialmediamarketing
[13] digitalmarketing
[10] business
[9] socialmediamanagement
[6] artificialintelligence



Top Hashtags in Tweet in G1:
[15] sproutsocial
[13] socialmedia
[6] socialmediamarketing
[5] ai
[4] linkedin
[4] marketing
[4] socialmediastats
[3] twitter
[3] business
[3] sproutu

Top Hashtags in Tweet in G2:
[8] ai
[7] digitalmarketing
[7] socialmedia
[6] smm
[6] seokay
[5] gaad
[4] socialselling
[3] socialmediamarketing
[3] marketing
[3] contentstrategy

Top Hashtags in Tweet in G3:
[1] twitterautomation
[1] linkedinautomation
[1] facebookautomation
[1] instagramautomation
[1] socialmediatools
[1] digitalmarketing
[1] timemanagement
[1] stressfreeliving
[1] stayorganized
[1] klironline

Top Hashtags in Tweet in G4:
[3] icymi
[2] business
[2] modern
[2] marketing
[2] strategy
[2] growth
[1] ai
[1] techniques
[1] brand
[1] recognition

Top Hashtags in Tweet in G5:
[1] linkedin

Top Hashtags in Tweet in G7:
[1] socialmedia
[1] branding
[1] eréputation

Top Hashtags in Tweet in G8:
[2] hiring
[2] accountant
[1] macroeconomic
[1] data
[1] socialmedia
[1] timingiseverything
[1] teamsprout

Top Words
Top Words in Tweet in Entire Graph:
[401] social
[243] media
[231] sproutsocial
[161] brand
[115] 2023
[112] best
[111] business
[96] tools
[96] sprout
[75] use

Top Words in Tweet in G1:
[189] social
[116] media
[111] brand
[86] 2023
[81] business
[63] tools
[55] use
[49] best
[47] sprout
[36] leaders

Top Words in Tweet in G2:
[157] sproutsocial
[87] social
[50] media
[37] brand
[37] best
[34] times
[26] hashtagheyalexa
[24] business
[24] 2023
[21] tools

Top Words in Tweet in G3:
[22] hootsuite
[19] sproutsocial
[17] buffer
[14] social
[9] latermedia
[8] socialpilot_co
[8] media
[8] crowdfire
[7] time
[7] agorapulse

Top Words in Tweet in G4:
[6] social
[4] sproutsocial
[3] cspenn
[3] katierobbert
[3] scheduling
[3] bakeoff
[3] #icymi
[3] companies
[3] sprinklr
[3] johnjwall

Top Words in Tweet in G5:
[20] link
[13] comments
[11] prisus
[11] linkedin
[9] spoiler
[9] alert
[9] helpful
[9] perform
[9] itself
[9] really

Top Words in Tweet in G7:
[5] comment
[5] votre
[5] outils
[5] utiliser
[5] safety
[5] protéger
[5] anthonyrochand
[5] brand
[5] marque
[5] réputation

Top Words in Tweet in G8:
[8] sproutsocial
[7] social
[4] media
[4] looking
[3] maximize
[3] salesforce
[3] servicecloud
[3] integration
[2] #hiring
[2] current

Top Words in Tweet in G9:
[10] untuk
[10] sosial
[10] ke
[10] terbaik
[10] berkongsi
[10] masa
[10] media
[9] amanfirdaus

Top Words in Tweet in G10:
[2] upset
[2] sproutsocial
[2] travelers
[2] costs
[2] rising
[2] thanks
[2] aren
[2] canceling
[2] plans

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[231] social,media
[72] sprout,social
[50] best,times
[45] business,leaders
[43] state,social
[43] social,listening
[41] brand,safety
[41] listening,tools
[39] media,2023
[38] 13,social

Top Word Pairs in Tweet in G1:
[116] social,media
[35] state,social
[33] sprout,social
[33] leaders,weigh
[33] weigh,next
[33] media,2023
[32] business,leaders
[31] 2023,business
[29] listening,tools
[28] brand,safety

Top Word Pairs in Tweet in G2:
[50] social,media
[22] best,times
[11] business,leaders
[11] listening,tools
[11] social,listening
[10] brand,2023
[10] times,social
[10] tools,brand
[10] 13,social
[9] social,data

Top Word Pairs in Tweet in G3:
[8] social,media
[7] hootsuite,latermedia
[7] buffer,hootsuite
[6] sproutsocial,crowdfire
[5] buffer,sproutsocial
[5] crowdfire,socialpilot_co
[4] sprout,social
[4] hootsuite,buffer
[3] media,management
[3] latermedia,planableapp

Top Word Pairs in Tweet in G4:
[3] #icymi,week
[3] social,scheduling
[3] cspenn,katierobbert
[3] week,episode
[3] johnjwall,cspenn
[3] scheduling,tools
[3] episode,johnjwall
[3] katierobbert,social
[3] tools,bakeoff
[2] shortlist,social

Top Word Pairs in Tweet in G5:
[11] link,comments
[9] best,link
[9] comments,spoiler
[9] link,itself
[9] talks,linkedin
[9] perform,best
[9] itself,link
[9] helpful,talks
[9] really,helpful
[9] linkedin,perform

Top Word Pairs in Tweet in G7:
[5] safety,protéger
[5] comment,utiliser
[5] votre,marque
[5] utiliser,outils
[5] outils,brand
[5] protéger,réputation
[5] brand,safety
[5] réputation,votre
[4] anthonyrochand,comment
[2] chidambara09,labordeolivier

Top Word Pairs in Tweet in G8:
[4] social,media
[3] salesforce,servicecloud
[2] black,african
[2] eyeing,emerging
[2] budgets,expected
[2] sproutsocial,awards
[2] integration,salesforce
[2] eight,black
[2] #accountant,join
[2] changes,maximize

Top Word Pairs in Tweet in G9:
[10] berkongsi,ke
[10] terbaik,untuk
[10] untuk,berkongsi
[10] media,sosial
[10] masa,terbaik
[10] ke,media
[9] amanfirdaus,masa

Top Word Pairs in Tweet in G10:
[2] rising,costs
[2] costs,aren
[2] upset,rising
[2] thanks,sproutsocial
[2] travelers,upset
[2] aren,canceling
[2] plans,thanks
[2] canceling,plans

Top Replied-To
Top Replied-To in Entire Graph:
@sproutsocial
@hashtagheyalexa
@prisus
@klironline
@egline_samoei
@thejennyli
@ruby_roar
@holliesplaining
@cassandragulo
@hugo_lewis

Top Replied-To in G2:
@sproutsocial
@hashtagheyalexa
@egline_samoei
@holliesplaining
@thejennyli
@ruby_roar
@seatacwa
@strategic_truth
@zebleydiaz
@littleladycook

Top Replied-To in G3:
@klironline
@cassandragulo
@hugo_lewis
@planableapp
@cmikulin
@thebryceharvey
@vitraapurvaa
@socialrebeccak
@agorapulse
@sproutsocial

Top Replied-To in G5:
@prisus
@adamdriver85

Top Replied-To in G7:
@soniablock
@anthonyrochand

Top Mentioned
Top Mentioned in Entire Graph:
@sproutsocial
@hashtagheyalexa
@hootsuite
@buffer
@amanfirdaus
@latermedia
@prisus
@socialpilot_co
@egline_samoei
@socialmedia2day

Top Mentioned in G1:
@tegah_socials

Top Mentioned in G2:
@sproutsocial
@hashtagheyalexa
@egline_samoei
@socialmedia2day
@businesstop25
@birgenlotter
@harrispoll
@jeffmacaddress
@contenttop25
@anniemaisocial

Top Mentioned in G3:
@sproutsocial
@buffer
@hootsuite
@latermedia
@socialpilot_co
@crowdfire
@agorapulse
@planableapp
@publernation
@hugo_lewis

Top Mentioned in G4:
@sproutsocial
@johnjwall
@cspenn
@katierobbert
@sprinklr
@agorapulse
@hootsuite
@trustinsights
@lizkmiller
@hubspot

Top Mentioned in G5:
@prisus
@sproutsocial
@blinkist
@culturedcode
@hiyeshello_
@adamdriver85
@celesteiguess

Top Mentioned in G6:
@samplayshdyt
@khizzer_1
@aus_ford677
@officiallyefx
@x_curlyq
@jesusfabre
@ovrstream
@novaserposible
@viksmoke
@greenisnotreal

Top Mentioned in G7:
@anthonyrochand
@sproutsocial
@modjenn
@khulood_almani
@chidambara09
@labordeolivier
@xavierancelin
@thierry_pires
@rldi_lamy
@fred_parel

Top Mentioned in G8:
@sproutsocial
@salesforce
@servicecloud
@theharrispoll
@arnitahayden
@caseysgenstore
@stephnissen_

Top Mentioned in G9:
@amanfirdaus

Top Mentioned in G10:
@sproutsocial
@intrepid_travel
@mastercardnews
@tripadvisor
@thevacationer
@zetaglobal
@expedia
@marriottintl
@monicapitrelli

Top Tweeters
Top Tweeters in Entire Graph:
@tickeron
@chidambara09
@jimmyroybloom
@jobsviatweet
@ricardo_ik_ahau
@jacobussystems
@marshacollier
@buffer
@billmoore20
@eloy_sauvan

Top Tweeters in G1:
@tickeron
@jimmyroybloom
@ihirejobalerts
@ricardozam
@romanjancic
@roguereigns4
@datos_digital
@amerexperience
@dicerod
@reisquarteu

Top Tweeters in G2:
@marshacollier
@eloy_sauvan
@otdderamin
@socialmedia2day
@ma_martin
@bckaemper
@poseysessions
@ammarketing_nl
@sproutsocial
@anasebrahem

Top Tweeters in G3:
@buffer
@mangobilling
@agorapulse
@crowdfire
@hootsuite
@coschedule
@cassandragulo
@sendible
@socialbeehq
@jonloomer

Top Tweeters in G4:
@constellationr
@hubspot
@sprinklr
@jesus_hoyos
@cspenn
@brandwatch
@shopify
@lizkmiller
@adzflowers
@johnjwall

Top Tweeters in G5:
@bradleyross
@prisus
@antonioarch
@alan_s_morrison
@culturedcode
@adamdriver85
@baydiangirl
@gemmapettmanpr
@radkejen
@blinkist

Top Tweeters in G6:
@jesusfabre
@novaserposible
@x_curlyq
@officiallyefx
@ernie_aj
@ovrstream
@fyrbel
@greenisnotreal
@rockstarbe1
@viksmoke

Top Tweeters in G7:
@chidambara09
@rldi_lamy
@tachouhoner
@anthonyrochand
@khulood_almani
@labordeolivier
@soniablock
@thierry_pires
@modjenn
@fred_parel

Top Tweeters in G8:
@jobsviatweet
@salesforce
@caseysgenstore
@stephnissen_
@timxclarke
@servicecloud
@arnitahayden
@rosoriena
@thchora
@theharrispoll

Top Tweeters in G9:
@amanfirdaus
@iylialapar
@baimwong363
@njannahrahman
@donacaddo70
@faizzuddinmk
@ahmadanish07
@parasolx
@hkimiyhya
@ash_kyn

Top Tweeters in G10:
@expedia
@intrepid_travel
@tripadvisor
@marriottintl
@mastercardnews
@zetaglobal
@monicapitrelli
@xiaom1616
@thevacationer


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