The graph represents a network of 11,844 Twitter users whose recent tweets contained "#leadership", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 25 October 2022 at 13:02 UTC.
The tweets in the network were tweeted over the 3-day, 4-hour, 18-minute period from Saturday, 22 October 2022 at 07:46 UTC to Tuesday, 25 October 2022 at 12:05 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
Vertices : 11844
Unique Edges : 15058
Edges With Duplicates : 12451
Total Edges : 27509
Number of Edge Types : 5
Retweet : 8616
MentionsInRetweet : 6208
Mentions : 4272
Tweet : 8053
Replies to : 360
Self-Loops : 8465
Reciprocated Vertex Pair Ratio : 0.0298885511651469
Reciprocated Edge Ratio : 0.058042302016724
Connected Components : 3380
Single-Vertex Connected Components : 2127
Maximum Vertices in a Connected Component : 5136
Maximum Edges in a Connected Component : 17708
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.488838
Graph Density : 0.000101455428778688
Modularity : 0.531622
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 11,844 Twitter users whose recent tweets contained "#leadership", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Tuesday, 25 October 2022 at 13:02 UTC.
The tweets in the network were tweeted over the 3-day, 4-hour, 18-minute period from Saturday, 22 October 2022 at 07:46 UTC to Tuesday, 25 October 2022 at 12:05 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 : TwitterSearch
Graph Term : #leadership
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:
[141] https://www.youtube.com/watch?v=HGIw1G7Kpgk [124] https://go.synctrics.com/synctrics [86] https://www.amazon.com/Leadership-Gap-What-Between-Greatness-ebook/dp/B01MG4OCSP [77] https://adosfoundation.org/meet-the-team [44] https://us17.campaign-archive.com/?u=e3cb8b09ffc9f1d8c791043d4&id=0350c74dfb [42] https://www.amazon.com/dp/1091175756?ref_=pe_3052080_397514860/ [36] https://anchor.fm/tcybercast/episodes/Series-3---Process-and-People-first--then-Technology---Episode-24-e1pcf6q [31] https://www.blurb.co.uk/b/10807892-cyber-security-the-lost-decade-2021-edition [29] https://qaspire.com/2022/01/10/conversations-that-build-psychological-safety/ [29] https://www.tonybodoh.com/ Top URLs in Tweet in G1:
[29] https://www.tonybodoh.com/ [18] https://www.zigiweb.com/ [10] https://www.thetrainernetwork.in [7] https://www.zeerf.com/ [7] https://thewealthylifementor.com/wealthy-life-readiness-quiz [7] https://www.facebook.com/Rohrbasserdrivingschool/ [6] https://www.amazon.com/Kick-Quick-Guide-Spiritual-Warfare/dp/B08T48HRN5/ref=sr_1_1?crid=3ACFHSJAI3RHS&keywords=kick+butt+the+quick+guide+to+spiritual+warfare&qid=1646507292&sprefix=Kick+Butt%21%2Caps%2C226&sr=8-1 [6] https://healthcaremarketingmatters.blogspot.com/2022/03/perspective-it-is-privilege-to-lead-us.html?utm_source=socialmedia,+blog,+twitter,+facebok,+linkedin,+tumblr,+pinterest&utm_medium=Blog&utm_campaign=healthcare+business+marketing+insights [6] https://healthcaremarketingmatters.blogspot.com/2022/06/and-now-for-something-completely.html [6] https://healthcaremarketingmatters.blogspot.com/2022/05/hospital-grassroots-marketing-bringing.html?utm_source=socialmedia,+blog,+twitter,+facebok,+linkedin,+tumblr,+pinterest&utm_medium=Blog&utm_campaign=healthcare+business+marketing+insights Top URLs in Tweet in G2:
[4] https://tweetedtimes.com/BarbaraRacek Top URLs in Tweet in G3:
[44] https://us17.campaign-archive.com/?u=e3cb8b09ffc9f1d8c791043d4&id=0350c74dfb [36] https://anchor.fm/tcybercast/episodes/Series-3---Process-and-People-first--then-Technology---Episode-24-e1pcf6q [30] https://www.blurb.co.uk/b/10807892-cyber-security-the-lost-decade-2021-edition [28] https://qaspire.com/2022/01/10/conversations-that-build-psychological-safety/ [18] https://danfiehn.co.uk/cio-leadership/ [18] https://swisscognitive.ch/ai-events/the-role-of-leadership-in-the-advancement-of-ai/ [17] https://vimeo.com/395153801 [13] https://www.thoughtleadershipstudio.com/b/podcast/Interview-with-David-Nordel-Author-of-Giving-Back [12] https://www.scoop.it/topic/cybersecurity-leadership/p/4137130704/2022/10/22/why-cybersecurity-has-never-been-more-important-for-the-supply-chain-sector?utm_medium=social&utm_source=twitter [12] https://technative.io/building-resilience-against-emerging-security-threats/ Top URLs in Tweet in G4:
[133] https://www.youtube.com/watch?v=HGIw1G7Kpgk [84] https://www.amazon.com/Leadership-Gap-What-Between-Greatness-ebook/dp/B01MG4OCSP [11] https://www.successcenter.com/broadcastu-video/what-is-successtrain-leadership-and-influencers-community [11] http://www.andrewtheexecutivecoach.com/ [10] https://www.successcenter.com/class/invitation-to-grow-your-business-social-media-reach-and-distribute-your-social-media-post-to-millions-free-366 [9] https://triplecrownleadership.com/good-storytellers/ [9] https://hbr.org/2022/10/how-confidence-is-weaponized-against-women [9] https://soul-inspired-leadership.com/product/know-yourself-realize-your-potential/ [9] https://www.ben-morton.com/podcasts/?utm_source=Website&utm_medium=Podcast&utm_campaign=Twitter [8] https://triplecrownleadership.com/how-to-align/ Top URLs in Tweet in G5:
[42] https://www.amazon.com/dp/1091175756?ref_=pe_3052080_397514860/ [24] https://terrywadethompson.com/change/ [16] https://drtombooks.com/ [15] https://businessconfidentialradio.com/how-leaders-create-harmony-in-the-workplace-with-steven-howard [14] http://www.dresnerdataleaders.com/ [14] https://www.amazon.com/dp/1798552264?ref_=pe_3052080_397514860 [13] http://drtombooks.com/leadership-by-storytelling/%EF%BB%BFlisten-to-your-followers-problems-and-help-them/ [10] http://drtombooks.com/leadership-by-storytelling/this-is-not-a-perfect-world-so-there-are-many-opportunities-to-improve-so-improve/ [10] https://megaphone.link/FPMN6996208088 [9] https://podcasts.apple.com/us/podcast/leaning-into-leadership/id1605493835?i=1000583580242 Top URLs in Tweet in G6:
[14] http://digital-leadership-associates.passle.net/post/102hycx/youre-facing-an-important-decision-and-if-you-dont-act-quickly-someone-else-wil [14] https://youtu.be/4-z29_QI9Tc [13] https://www.koganpage.com/article/why-your-sales-and-marketing-strategy-is-failing [13] https://youtu.be/oMso-GEG2yk [11] https://youtu.be/hjoNmxDOnCw [9] http://digital-leadership-associates.passle.net/post/102hzfl/3-growth-levers-every-saas-founder-should-know-about [8] http://digital-leadership-associates.passle.net/post/102hxro/tim-we-are-desperate-to-learn-about-social-selling-can-you-help-us-please [8] http://digital-leadership-associates.passle.net/post/102hx33/why-the-leading-technical-or-commercial-digital-influencers-in-your-market-or-ver [7] https://digital-leadership-associates.passle.net/post/102hykf/research-shows-that-digital-literacy-is-the-key-skill-for-success-at-any-startup [7] http://digital-leadership-associates.passle.net/post/102hxt2/how-do-we-bring-forward-deals-from-next-quarter-to-this-quarter-without-discounti Top URLs in Tweet in G7:
[14] https://www.theguardian.com/world/2020/jul/21/russia-report-reveals-uk-government-failed-to-address-kremlin-interference-scottish-referendum-brexit?CMP=share_btn_tw [2] https://twitter.com/PierreHnoud/status/1434597633088163842 [2] https://www.linkedin.com/feed/update/urn:li:ugcPost:6976526962177495040 [2] https://twitter.com/maryamjazeem/status/1584532954193141761 [2] https://twitter.com/UKPriyaGuha/status/1584533700934438912 [1] https://www.managementtoday.co.uk/ceos-want-rishi-sunak-new-prime-minister/indepth/article/1803005 [1] https://twitter.com/juneslater17/status/1584652353306652673 [1] https://inews.co.uk/news/politics/boris-johnson-pictures-new-photos-drinking-downing-street-party-lockdown-partygate-1646308?ito=twitter_share_article-top [1] https://twitter.com/ByDonkeys/status/1566339776214614018 [1] https://twitter.com/anandmahindra/status/1584531882435219461 Top URLs in Tweet in G9:
[6] https://hbr.org/2022/10/how-confidence-is-weaponized-against-women [4] https://twitter.com/DrBloodandGuts/status/1583744019305111552 [4] http://addictquotes.blogspot.com/2008/12/lets-face-it-god-has-big-ego-problem.html [2] http://addictquotes.blogspot.com/2008/12/napoleon-bonaparte_1232.html [2] https://www.mdpi.com/2075-4698/12/1/15 Top URLs in Tweet in G10:
[120] https://go.synctrics.com/synctrics [11] https://peopledevelopmentmagazine.com/2018/12/20/abc-of-leadership/ [10] https://peopledevelopmentmagazine.com/ [5] https://www.linkedin.com/pulse/meetings-work-mitch-zenger/ [5] https://diversily.thinkific.com/courses/inclusive-leadership-programme [5] https://www.linkedin.com/newsletters/what-is-future-of-work-%3F-6735074096108978176/ [5] https://www.hrbartender.com/2022/leadership-and-management/performance-improvement-plan/ [3] https://www.dca.org.au/news/enews-inclusion-matters?utm_source=twitter_divcouncilaus_9ac63fcf-6999-44a1-9734-8b2c8cb88ee4&utm_medium=Social&utm_content=General [3] https://podcasts.apple.com/us/podcast/square-pizza/id1498572654 [3] https://pragmatism-uk.co.uk Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1209] #leadership,#management [867] #leadership,looks [849] marketing,adidas [849] cowards,#boycottadidas [849] sarah,camhi [849] adidas,#leadership [849] camhi,director [849] #adidas,executives [849] looks,#adidas [849] director,marketing Top Word Pairs in Tweet in G1:
[95] #leadership,#management [77] #leadership,#leadershipdevelopment [50] #innovation,#leadership [48] #strategy,#leadership [47] #leadership,#motivation [43] #leadership,#business [43] #leadership,#leaders [42] #leader,#leadership [41] #leadership,#success [41] learn,more Top Word Pairs in Tweet in G2:
[845] looks,#adidas [845] #adidas,executives [845] #leadership,looks [845] marketing,adidas [845] camhi,director [845] cowards,#boycottadidas [845] sarah,camhi [845] director,marketing [845] adidas,#leadership [845] executives,cowards Top Word Pairs in Tweet in G3:
[499] gt,gt [226] #leadership,#management [222] #cio,#cto [220] #ciso,#cio [156] #leaders,#leadership [123] #business,#leaders [110] check,gt [102] #business,#leadership [101] #cto,#ceo [101] #motivation,#futureofwork Top Word Pairs in Tweet in G4:
[715] #leadership,#management [613] #pilotspeaker,#soar2success [613] #leadership,#pilotspeaker [385] lollydaskal,#leadership [339] #management,#hr [299] #leadership,#quote [222] #hr,#success [173] gt,gt [133] #management,#tedtalk [127] #tedx,#speaker Top Word Pairs in Tweet in G5:
[108] dr,tom [83] tom,depaoli [81] share,comment [69] #pilotspeaker,#soar2success [69] #leadership,#pilotspeaker [62] #leadership,#quote [62] leadership,storytelling [62] #quote,#leadership [48] #quote,share [43] storytelling,dr Top Word Pairs in Tweet in G6:
[654] share,comment [553] #leadership,share [435] #quote,#leadership [201] #socialselling,#digitalselling [192] #success,#leadership [154] dlaignite,#socialselling [116] timothy_hughes,dlaignite [116] passle,timothy_hughes [98] #digitalselling,#leadership [88] #quote,share Top Word Pairs in Tweet in G7:
[15] source,#borisjohnson [15] #borisjohnson,#sunak [14] brexit,referendum [14] #sunak,#pennymordaunt [14] referendum,according [14] agencies,failed [14] 2016,brexit [14] failed,conduct [14] long,delayed [14] #pennymordaunt,#leadership Top Word Pairs in Tweet in G8:
[192] still,sleep [192] chief,still [192] question,commander [192] #nigeriafloods,#leadership [192] commander,chief [192] sleep,#nigeriafloods [192] one,question Top Word Pairs in Tweet in G9:
[63] #quote,#leadership [19] thank,amcollegegastro [19] #awards,#leadership [19] special,evening [16] president,drsamirashah1 [14] #leadership,#acgfamily [14] #acgcommunity,thank [14] #leadership,dinner [14] amcollegegastro,#awards [14] evening,grateful Top Word Pairs in Tweet in G10:
[120] mitchzenger,synctrics [51] people,analytics [32] #leadership,#diversity [28] analytics,data [28] #leadership,#hrtech [21] #inspiration,#leadership [21] #diversity,#teamwork [21] synctrics,#metaverse [20] synctrics,#culture [19] #metaverse,#synctrics Top Replied-To in Entire Graph:
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