The graph represents a network of 3,428 Twitter users whose recent tweets contained "publicrelations", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 06:39 UTC.
The tweets in the network were tweeted over the 1718-day, 23-hour, 44-minute period from Saturday, 23 June 2018 at 01:14 UTC to Wednesday, 08 March 2023 at 00:58 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

Vertices : 3428
Unique Edges : 2299
Edges With Duplicates : 6221
Total Edges : 8520
Number of Edge Types : 8
Retweet : 1767
MentionsInRetweet : 2213
Mentions : 1346
Tweet : 2509
Replies to : 225
Quote : 115
MentionsInReplyTo : 255
MentionsInQuote : 90
Self-Loops : 3031
Reciprocated Vertex Pair Ratio : 0.0506065857885615
Reciprocated Edge Ratio : 0.0963378422962719
Connected Components : 1050
Single-Vertex Connected Components : 599
Maximum Vertices in a Connected Component : 1018
Maximum Edges in a Connected Component : 3432
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 6.094312
Graph Density : 0.000258006720602641
Modularity : 0.396047
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,428 Twitter users whose recent tweets contained "publicrelations", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/7/2023 5:00:33 PM. The network was obtained from Twitter on Wednesday, 08 March 2023 at 06:39 UTC.
The tweets in the network were tweeted over the 1718-day, 23-hour, 44-minute period from Saturday, 23 June 2018 at 01:14 UTC to Wednesday, 08 March 2023 at 00:58 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 : publicrelations
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 URLs in Tweet in Entire Graph:
[110] https://blackcherryrecruitment.co.uk [40] http://cei.news/fpn7P [31] https://www.trudydarwin.com/six-steps-digital-transformation-pr/ [30] https://healthcaremarketingmatters.blogspot.com/2022/06/lessons-from-field-improving-content-of.html?utm_source=socialmedia,+blog,+twitter,+facebok,+linkedin,+tumblr,+pinterest&utm_medium=Blog&utm_campaign=healthcare+business+marketing+insights [26] https://www.sapporo-community-plaza.jp/publicrelations.html#doc230220w [26] https://www.ipra.org/ [25] https://www.youtube.com/watch?v=CWKAzqJScME [25] https://www.pristineadvisers.com/ [25] https://www.youtube.com/user/PristineAdvisers/videos [24] https://www.youtube.com/watch?v=ff1sYki35IU Top URLs in Tweet in G1:
[110] https://blackcherryrecruitment.co.uk [30] https://healthcaremarketingmatters.blogspot.com/2022/06/lessons-from-field-improving-content-of.html?utm_source=socialmedia,+blog,+twitter,+facebok,+linkedin,+tumblr,+pinterest&utm_medium=Blog&utm_campaign=healthcare+business+marketing+insights [25] https://www.pristineadvisers.com/ [25] https://www.youtube.com/user/PristineAdvisers/videos [19] https://calendly.com/pbaronowski/30min [17] http://online-pr.blogspot.com/ [16] https://pr-publicrelations.com/content-pitching-mistakes-editors/ [14] https://pr-publicrelations.com/plagiarism-fake-news-market-solution/ [14] https://pr-publicrelations.com/blogging-industry-due-shake/ [14] https://blackcherryrecruitment.co.uk/job/pr-account-manager-senior-account-manager Top URLs in Tweet in G2:
[1] https://mediascope.group/what-is-crisis-communication-strategy/ [1] https://mediascope.group/differences-between-pr-and-marketing/ Top URLs in Tweet in G3:
[31] https://www.trudydarwin.com/six-steps-digital-transformation-pr/ [7] https://doctorspin.net/solarpunk/?utm_campaign=looking-for-a-brighter-future-solarpunk-is-the-answer&utm_medium=social_link&utm_source=missinglettr-twitter [6] https://techbullion.com/the-new-frontier-for-media-outreach-and-public-relations-interview-with-steve-marcinuk-co-founder-and-head-of-operations-at-intelligent-relations/ [5] https://taliadavispr.ewebinar.com/webinar/level-up-your-marketing-plan-with-talia-davis-pr-7481 [4] https://www.myfrugalfitness.com/2019/11/how-to-handle-bad-yelp-reviews-business.html [4] https://twitter.com/SocialWisePR/status/1628842742603214850/photo/1 [3] https://www.entrepreneur.com/growing-a-business/how-to-make-the-most-of-your-public-relations/444339 [3] https://doctorspin.net/publics/?utm_campaign=the-publics-in-public-relations&utm_medium=social_link&utm_source=missinglettr-twitter [3] https://doctorspin.net/deep-content-strategy/?utm_campaign=the-deep-content-pr-strategy&utm_medium=social_link&utm_source=missinglettr-twitter [3] https://www.prdaily.com/how-pr-pros-can-help-rebuild-trust-in-the-media/ Top URLs in Tweet in G4:
[12] https://twitter.com/Abstract_pr/status/1629158830742315009/photo/1 [4] https://twitter.com/Glass_HousePR/status/1627584618990907393/photo/1 [2] https://www.swordandthescript.com/2023/02/public-relations-mistakes/?utm_source=organic-social&utm_medium=twitter&utm_campaign=pr-mistakes [2] https://www.provokemedia.com/latest/article/trust-barometer-pressure-mounting-on-ceos-to-act?utm_content=bufferc5261&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [2] https://commetric.com/2023/02/09/what-do-layoffs-mean-for-big-techs-reputation-a-media-analysis/ [2] https://burrelles.com/utilizing-design-thinking-in-pr/ [2] https://www.finews.asia/finance/37649-stanchart-marathon-undecided-hsbc-s-rugby-sevens-confirmed [1] https://twitter.com/Abstract_pr/status/1629161322419044354/video/1 [1] https://twitter.com/Abstract_pr/status/1627604760776871936/video/1 [1] https://twitter.com/Abstract_pr/status/1625115497028063233/video/1 Top URLs in Tweet in G5:
[5] https://beta.jobs.nhs.uk/candidate/jobadvert/C9356-23-1855 [3] https://www.canva.com/design/DAFaeS67rRQ/kWri6CPgf4xWoD2i5dMSEA/edit [3] https://beta.jobs.nhs.uk/candidate/jobadvert/C9356-23-3887 [3] https://twitter.com/AFCLC/status/1633177519590461447/photo/1 [2] https://twitter.com/PlankCenterPR/status/1625970795787714560/photo/1 [2] https://www.linkedin.com/feed/update/urn:li:activity:7034938271205883904 [1] https://twitter.com/pheadrick/status/1628498357495689217/photo/1 [1] https://twitter.com/pheadrick/status/1631080374817153025/photo/1 [1] https://twitter.com/pheadrick/status/1631691371194007553/photo/1 [1] https://twitter.com/pheadrick/status/1632513636294971392/photo/1 Top URLs in Tweet in G6:
[2] https://www.exchange4media.com/pr-and-corporate-communication-news/for-me-this-is-the-year-of-gratitude-kunal-kishore-125732.html [2] https://mediabrief.com/prcai-and-idca-partner-for-the-6th-edition-of-prpcl/ [2] https://twitter.com/TweetsAnup/status/1631898999501496320/photo/1 [2] https://usc.qualtrics.com/jfe/form/SV_a2WuI8qo55eqeCq [1] https://twitter.com/e4mtweets/status/1630804537908019205 [1] https://twitter.com/value_360/status/1628647152435228673/video/1 [1] https://twitter.com/value_360/status/1628331249604653058/video/1 [1] https://www.exchange4media.com/pr-and-corporate-communication-news/edelman-apac-goes-for-new-leadership-125449.html [1] https://twitter.com/e4mtweets/status/1630804537908019205/photo/1 [1] https://mediabrief.com/thought-process-communications-prmandate-kwikfix/ Top URLs in Tweet in G7:
[7] https://theirworld.org/join-our-team/media-officer/ [5] https://theunnoticed.cc/blog/how-do-you-get-noticed-and-get-sales-as-a-professional-coach-try-this-aussie-hermits-3-step-methodology [5] https://theunnoticed.cc/blog/how-do-you-build-a-business-for-this-eight-figure-entrepreneur-simply-building-an-audience-isnt-enough [4] https://theunnoticed.cc/blog/dan-cumberland-on-being-genereous-getting-noticed-and-creating-short-form-videos-in-a-snap [4] https://theunnoticed.cc/episode/video-streaming-can-deliver-sales-with-howie-zales-of-viridity [4] https://www.youtube.com/watch?v=ieqLdzzHrhQ [4] https://theunnoticed.cc/blog/this-sports-cameraman-turned-entrepreneur-and-podcast-host-explains-how-video-can-deliver-sales [4] https://theunnoticed.cc/episode/be-unique-to-stand-out-and-getnoticed-just-like-tonies-with-drew-vernon-marketing-director-of-tonies [4] https://www.youtube.com/watch?v=eO0nCL7dXjs [4] https://theunnoticed.cc/blog/curtis-jenkins-journey-of-wanting-to-be-significant-and-building-a-personal-brand-offers-key-takeaways-on-how-to-get-noticed Top URLs in Tweet in G8:
[1] https://kindnessforsuccessbydjr.com/blogs/kindness-for-success-trending/lamourie-media-is-a-game-changer Top URLs in Tweet in G9:
[3] https://jobs.eswazi.org/job/temporary-communications-officer/ [2] https://twitter.com/CullenComms/status/1629079188362743808/photo/1 [2] https://clearstoryinternational.com/book-a-call/ [2] https://www.camronglobal.com/careers/ [2] https://twitter.com/PRII_ie/status/1626583556402335745 [1] https://towson.taleo.net/careersection/fac_ex/jobdetail.ftl?job=2300003W [1] https://twitter.com/UOsojc/status/1630348369599111169/video/1 [1] https://careers.uoregon.edu/en-us/job/530883/professor-of-practice-public-relations [1] https://twitter.com/UOsojc/status/1630206208983400451/photo/1 [1] https://cullencommunications.ie/career/pr-client-manager/ Top URLs in Tweet in G10:
[2] https://www.bbc.co.uk/news/uk-46984349 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[565] #pr,#publicrelations [518] public,relations [458] #publicrelations,#pr [192] world,#business [192] fields,world [192] distinct,fields [192] related,distinct [192] relations,#marketing [192] #marketing,two [192] two,closely Top Word Pairs in Tweet in G1:
[177] #publicrelations,#pr [124] contact,helen [124] salt,helen [124] helen,salt [119] blackcherryrecruitment,co [119] uk,#publicrelations [119] co,uk [119] helen,blackcherryrecruitment [104] #pr,#jobs [103] public,relations Top Word Pairs in Tweet in G2:
[192] world,#business [192] relations,#marketing [192] public,relations [192] #marketing,two [192] fields,world [192] two,closely [192] related,distinct [192] distinct,fields [192] closely,related [191] #business,#communicati Top Word Pairs in Tweet in G3:
[81] #publicrelations,#pr [52] public,relations [37] #publicrelations,#prstrategy [31] #pr,#publicrelations [30] #techpr,#publicrelations [24] #womeninpr,#publicrelations [24] #prstrategy,#marketingstrategy [24] #techpr,talk [24] talk,thanks [24] #publicrelations,#pragency Top Word Pairs in Tweet in G4:
[158] #pr,#publicrelations [113] #publicrelations,#pr [82] #publicrelations,#prweek [48] #publicrelations,#prdaily [37] public,relations [24] bryantbruce,daily [24] latest,bryantbruce [22] daily,thanks [19] #corporatecomms,#pr [14] more,#pr Top Word Pairs in Tweet in G5:
[26] public,relations [12] thanks,listening [10] short,press [10] pr,means [10] release,pr [10] means,public [10] pr,isn [10] press,release [10] tip,pr [10] listening,way Top Word Pairs in Tweet in G6:
[15] public,relations [14] read,more [7] indian,deaf [7] collaborates,indian [7] deaf,cricket [7] premier,cricket [7] cricket,league [7] edition,public [7] relations,premier [7] prcai,collaborates Top Word Pairs in Tweet in G7:
[50] unnoticed,entrepreneur [49] #publicrelations,#getnoticed [22] #pr,#publicrelations [19] article,unnoticed [17] için,web [17] sayfamızı,ziyaret [17] web,sayfamızı [17] okumak,için [17] devamını,okumak [16] ziyaret,edebilirsiniz Top Word Pairs in Tweet in G8:
[79] #trending,#trendingnow [79] #publicrelations,#publicist [79] #publicist,#media [79] #press,#presscoverage [79] #media,#mediarelations [79] #trendingnow,#viral [79] #mediarelations,#press [79] #viral,#news [79] #presscoverage,#trending [78] #news,#newsupda Top Word Pairs in Tweet in G9:
[6] manager,years [6] pr,client [6] years,industry [6] #wearehiring,looking [6] client,manager [6] experience,relevant [6] relevant,#pr [6] industry,experience [6] public,relations [6] looking,pr Top Word Pairs in Tweet in G10:
[13] petrklimahelmet,julie_dutto [13] reallyraviverma,petrklimahelmet [13] palmoildetect,augenzeuge2 [13] ukwondering,palmoildetect [13] julie_dutto,ukwondering [13] exposelies2,reallyraviverma [12] humphriesross,exposelies2 [11] augenzeuge2,_p [11] boycottpalmoil,humphriesross [2] ecoalphatango,ecowarriorss Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G10: