The graph represents a network of 3,288 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 06:39 UTC.
The tweets in the network were tweeted over the 1697-day, 22-hour, 46-minute period from Saturday, 23 June 2018 at 01:14 UTC to Wednesday, 15 February 2023 at 00:00 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 : 3288
Unique Edges : 2138
Edges With Duplicates : 6363
Total Edges : 8501
Number of Edge Types : 9
Retweet : 1698
MentionsInRetweet : 2157
Tweet : 2619
Mentions : 1375
Replies to : 220
MentionsInReplyTo : 210
Quote : 120
MentionsInQuote : 100
MentionsInQuoteReply : 2
Self-Loops : 3193
Reciprocated Vertex Pair Ratio : 0.0545260156806842
Reciprocated Edge Ratio : 0.103413315309226
Connected Components : 1048
Single-Vertex Connected Components : 617
Maximum Vertices in a Connected Component : 700
Maximum Edges in a Connected Component : 2591
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.59508
Graph Density : 0.000273787396638087
Modularity : 0.387002
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 3,288 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 2/14/2023 5:00:35 PM. The network was obtained from Twitter on Wednesday, 15 February 2023 at 06:39 UTC.
The tweets in the network were tweeted over the 1697-day, 22-hour, 46-minute period from Saturday, 23 June 2018 at 01:14 UTC to Wednesday, 15 February 2023 at 00:00 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:
[143] https://twitter.com/blessingfowoba [126] https://blackcherryrecruitment.co.uk [35] https://www.trudydarwin.com/six-steps-digital-transformation-pr/ [32] 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 [23] https://www.pristineadvisers.com/ [21] https://www.youtube.com/watch?v=1nBPtCdxpE8 [21] https://www.youtube.com/watch?v=ff1sYki35IU [21] https://www.youtube.com/watch?v=CWKAzqJScME [21] https://www.atlgothworks.com/general-8 [20] https://pr-publicrelations.com/content-pitching-mistakes-editors/ Top URLs in Tweet in G1:
[126] https://blackcherryrecruitment.co.uk [32] 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 [23] https://www.pristineadvisers.com/ [19] https://calendly.com/pbaronowski/30min [16] https://pr-publicrelations.com/content-pitching-mistakes-editors/ [16] https://www.youtube.com/user/PristineAdvisers/videos [16] http://online-pr.blogspot.com/ [14] https://pr-publicrelations.com/how-brands-can-vet-bloggers/ [14] https://pr-publicrelations.com/blogging-industry-due-shake/ [14] https://pr-publicrelations.com/plagiarism-fake-news-market-solution/ Top URLs in Tweet in G2:
[143] https://twitter.com/blessingfowoba [1] https://mediascope.group/differences-between-pr-and-marketing/ [1] https://twitter.com/blessingfowoba/status/1620672150767296514/photo/1 Top URLs in Tweet in G3:
[4] https://twitter.com/HansJPR1/status/1620711531456651270/photo/1 [2] https://mediabrief.com/prcai-and-idca-partner-for-the-6th-edition-of-prpcl/ [2] https://twitter.com/LindahMbaisi/status/1620028410088284160 [2] https://usc.qualtrics.com/jfe/form/SV_a2WuI8qo55eqeCq [1] https://thebftonline.com/2023/01/25/why-public-relations-is-still-important-in-the-digital-age/ [1] https://twitter.com/LindahMbaisi/status/1620028410088284160/photo/1 [1] https://www.adgully.com/reputation-risk-management-will-become-more-crucial-ashwani-singla-127638.html [1] https://www.exchange4media.com/pr-and-corporate-communication-news/we-communications-elevates-nitin-mantri-to-regional-executive-managing-director-apac-125301.html [1] https://twitter.com/e4mtweets/status/1619934190602158080/photo/1 [1] https://www.exchange4media.com/pr-and-corporate-communication-news/kaizzen-elevates-nikhil-pavithran-and-prashant-subramanian-125125.html Top URLs in Tweet in G4:
[35] https://www.trudydarwin.com/six-steps-digital-transformation-pr/ [11] https://doctorspin.net/solarpunk/?utm_campaign=looking-for-a-brighter-future-solarpunk-is-the-answer&utm_medium=social_link&utm_source=missinglettr-twitter [7] https://www.bianchipr.com/right-pr-agency/ [5] https://theirworld.org/join-our-team/media-officer/ [4] https://pr-publicrelations.com/blogging-industry-due-shake/ [4] https://pr-publicrelations.com/how-brands-can-vet-bloggers/ [4] https://pr-publicrelations.com/content-pitching-mistakes-editors/ [4] https://pr-publicrelations.com/plagiarism-fake-news-market-solution/ [4] https://pr-publicrelations.com/write-editors-want-buy/ [4] https://pr-publicrelations.com/3-rs-writing-sellable-article/ Top URLs in Tweet in G5:
[3] https://www.notified.com/resources/blogs/6-tips-to-improve-your-press-release-emails [2] https://newsroom.cipr.co.uk/pr-profession-must-work-harder-to-level-up--new-cipr-research-finds/ [2] https://twitter.com/TonyaMcKenziePR/status/1616271667462017027/video/1 [2] https://insight.notified.com/ebook-improve-media-outreach [1] https://nesma.co.uk/qualification/cipr-foundation-in-public-relations/?utm_content=bufferc8bcd&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [1] https://twitter.com/nesmatraining/status/1622634224783175687/photo/1 [1] https://twitter.com/CIPR_Global/status/1625058462446063616/photo/1 [1] https://www.erikaheald.com/january-23-2023-content-chat-recap-why-brands-need-both-content-marketing-and-public-relations/ [1] https://twitter.com/MollyMcPherson/status/1618324732688101377 [1] https://farmingdale.interviewexchange.com/jobofferdetails.jsp;jsessionid=ED26486D8C2D9F769C95F4A54189721E?JOBID=157936&CNTRNO=0&TSTMP=1673977958343 Top URLs in Tweet in G6:
[1] https://twitter.com/AshokMa81098907/status/1622425008529350656/photo/1 Top URLs in Tweet in G7:
[10] https://www.forbes.com/sites/forbeshumanresourcescouncil/2023/01/30/six-reasons-why-companies-will-continue-to-collaborate-with-pr-firms/ [8] https://www.dennywrites.com/ [5] https://www.entrepreneur.com/growing-a-business/the-success-of-your-pr-campaign-depends-on-these-3/441255 [4] https://www.prmoment.com/worst-pr-disasters-of-2022?utm_content=233939539&utm_medium=social&utm_source=twitter&hss_channel=tw-420407941 [3] https://services.businesswire.com/resources-education/state-of-black-media-2023?utm_source=bwteam&utm_medium=social&utm_campaign=fy23-black-media-webinar&utm_content=bwteam-social [3] https://twitter.com/ASA_1893/status/1620252639450779649/photo/1 [2] https://blog.businesswire.com/8-tips-for-maximizing-your-international-press-release?hs_preview=npGGPMUH-40881679670%3Futm_source%3Dtwitter&utm_campaign=Business%20Wire%20Blog&utm_content=8-tips-international&utm_medium=social&utm_source=twitter&hss_channel=tw-7113672 [2] https://blog.businesswire.com/how-to-track-inbound-traffic-from-a-press-release?utm_campaign=Business%20Wire%20Blog&utm_content=how-to-ptich-media&utm_medium=social&utm_source=twitter&hss_channel=tw-7113672 [2] https://blog.businesswire.com/everything-you-need-to-know-about-press-releases-and-seo?utm_campaign=Business%20Wire%20Blog&utm_content=press-release-SEO&utm_medium=social&utm_source=twitter&hss_channel=tw-7113672 [2] https://www.entrepreneur.com/starting-a-business/what-is-the-value-of-earned-media/443019 Top URLs in Tweet in G8:
[6] https://pod.link/1512806323 [4] https://twitter.com/CayceMyers/status/1619355508129017858/photo/1 [2] https://www.publicrelationsacademy.com/membership [2] https://twitter.com/WomeninPRcanada/status/1624136537192468490/photo/1 [2] https://twitter.com/CPRSNational/status/1585696625871159301/photo/1 [2] https://storiesandstrategies.ca/podcast/ [2] https://twitter.com/cleancreatives/status/1613914977311547399 [2] https://www.princanada.com/2023/01/30/rising-above-mackenzie-investments-rolls-out-3rd-annual-top-peak-ski-community-contest/ [1] https://magazine.womeninpr.com/5-reasons-to-join-the-public-relations-academy/ [1] https://twitter.com/WomeninPRcanada/status/1625556116825415681/photo/1 Top URLs in Tweet in G9:
[1] https://kindnessforsuccessbydjr.com/blogs/kindness-for-success-trending/lamourie-media-is-a-game-changer Top URLs in Tweet in G10:
[5] https://www.towayakuhin.co.jp/company/publicrelations.php#event [2] https://twitter.com/Yzr4axxx/status/1624307078356664320/photo/1 [2] https://twitter.com/orangesrgd/status/1623929192550375425/photo/1 [2] https://www.advertimes.com/20230123/article409519/ [1] https://www.cinra.net/article/202301-whn-hanyuyuzuru_edteam [1] https://twitter.com/CINRANET/status/1617773138951168000 [1] https://twitter.com/pachi_roxas/status/1617771955083702273/photo/1 [1] https://twitter.com/advertimes/status/1617625719772794880 [1] https://twitter.com/advertimes/status/1619349708870242306 Top Domains
Top Word Pairs in Tweet in Entire Graph:
[632] #pr,#publicrelations [518] #publicrelations,#pr [504] public,relations [203] world,#business [203] fields,world [203] distinct,fields [203] related,distinct [203] relations,#marketing [203] #marketing,two [203] two,closely Top Word Pairs in Tweet in G1:
[218] #publicrelations,#pr [134] contact,helen [134] salt,helen [134] helen,salt [131] blackcherryrecruitment,co [131] uk,#publicrelations [131] co,uk [131] helen,blackcherryrecruitment [128] #pr,#publicrelations [97] #pr,#jobs Top Word Pairs in Tweet in G2:
[203] world,#business [203] relations,#marketing [203] public,relations [203] #marketing,two [203] fields,world [203] two,closely [203] related,distinct [203] distinct,fields [203] closely,related [202] #business,#communicati Top Word Pairs in Tweet in G3:
[17] read,more [16] insightful,feature [16] feature,ghanabakwamena [16] linkedin,today [16] came,insightful [16] today,morning [16] scrolling,linkedin [16] morning,came [15] lindahmbaisi,scrolling [15] ghanabakwamena,#publ Top Word Pairs in Tweet in G4:
[200] #pr,#publicrelations [172] #publicrelations,#pr [87] #publicrelations,#prweek [53] public,relations [45] #publicrelations,#prdaily [32] #techpr,#publicrelations [31] #publicrelations,#prstrategy [27] read,full [27] full,article [26] #prstrategy,#marketingstrategy Top Word Pairs in Tweet in G5:
[8] history,month [8] lot,offer [8] year,re [8] public,relations [8] hire,black [8] offer,throughout [8] black,owned [8] month,lot [8] firms,black [8] pr,firms Top Word Pairs in Tweet in G6:
[68] asharamji,bapu [68] ashram,activities [68] being,organised [68] shri,asharamji [68] inspiration,pujya [68] pujya,sant [68] activities,always [68] sant,shri [68] always,being [68] bapu,ashram Top Word Pairs in Tweet in G7:
[29] #pr,#publicrelations [9] six,reasons [9] reasons,companies [9] collaborate,pr [9] john_feldmann,forbes [9] continue,collaborate [9] companies,continue [9] firms,john_feldmann [9] pr,firms [8] read,more Top Word Pairs in Tweet in G8:
[14] #womeninpr,#publicrelations [12] public,relations [11] #publicrelations,#pragency [11] #communications,#publicrelations [7] #pragency,#digitalnetworking [6] episode,#publicrelations [5] women,pr [5] #womenbusinessowners,#womeninpr [5] relations,academy [5] #digitalbusiness,#womenbusinessowners Top Word Pairs in Tweet in G9:
[59] #trending,#trendingnow [59] #publicrelations,#publicist [59] #publicist,#media [59] #press,#presscoverage [59] #media,#mediarelations [59] #trendingnow,#viral [59] #mediarelations,#press [59] #viral,#news [59] #presscoverage,#trending [58] #news,#newsupda Top Word Pairs in Tweet in G10:
[40] 知らなかったから嬉しい,#gift_tokyodome [40] に続いて,#nottestellata [40] #gift_tokyodome,に続いて [40] への協賛も,ありがとうございます [40] さんの広告だった,知らなかったから嬉しい [40] 両サイド全部,#東和薬品 [40] #東和薬品,さんの広告だった [40] #nottestellata,への協賛も [40] 伊丹空港からモノレール大阪空港駅への連絡橋,両サイド全部 [39] yzr4axxx,伊丹空港からモノレール大阪空港駅への連絡橋 Top Replied-To in Entire Graph:
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Top Tweeters in Entire Graph:
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