The graph represents a network of 5,150 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 06 September 2020 at 11:12 UTC.
The requested start date was Sunday, 06 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 17-hour, 21-minute period from Wednesday, 02 September 2020 at 06:39 UTC to Sunday, 06 September 2020 at 00:01 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 : 5150
Unique Edges : 3600
Edges With Duplicates : 9448
Total Edges : 13048
Number of Edge Types : 5
Mentions : 2195
Tweet : 4314
Retweet : 2947
MentionsInRetweet : 3519
Replies to : 73
Self-Loops : 4639
Reciprocated Vertex Pair Ratio : 0.021362449560883
Reciprocated Edge Ratio : 0.0418312805019754
Connected Components : 2086
Single-Vertex Connected Components : 1399
Maximum Vertices in a Connected Component : 1562
Maximum Edges in a Connected Component : 7106
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 6.926021
Graph Density : 0.000162271116834827
Modularity : 0.388934
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 5,150 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 06 September 2020 at 11:12 UTC.
The requested start date was Sunday, 06 September 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 3-day, 17-hour, 21-minute period from Wednesday, 02 September 2020 at 06:39 UTC to Sunday, 06 September 2020 at 00:01 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 : #marketing
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:
[168] https://twinybots.ch/ [44] https://www.youtube.com/watch?v=ZHBnLb5RSLY&feature=youtu.be [36] http://www.smileycrewproductions.com/sgtva [35] https://www.entrepreneur.com/article/354402 [29] https://www.entrepreneur.com/article/355688 [27] https://amzn.to/3bqWYPB [23] http://www.internetbusinessideas-viralmarketing.com/viral-marketing-blog.html [17] https://www.tipsclear.com/15th-wedding-anniversary-gifts-and-ideas/ [15] https://www.linkedin.com/slink?code=dkfHhS4 [15] https://newsroom.ibm.com/5G-accelerate-IOT Top URLs in Tweet in G1:
[16] https://twinybots.ch/ [13] https://www.tonybodoh.com/ [7] https://play.google.com/store/apps/developer?id=Coin+Applications&hl=en [6] https://rfpalooza.com/latest-advertising-marketing-rfps-2/rfp-single/RFP5f4d125f99698/ [6] https://hackernoon.com/saas-tools-for-small-business-from-project-management-to-marketing-3k233uv3 [6] https://www.tonybodoh.com/store [5] https://www.smartbrief.com/original/2020/08/covid-19-changed-consumer-behavior-and-marketing-strategy [5] https://oompf.global/ [5] http://jameshicks.net/go-ax [5] https://www.shivarkar.com/ Top URLs in Tweet in G2:
[57] https://twinybots.ch/ [41] https://www.youtube.com/watch?v=ZHBnLb5RSLY&feature=youtu.be [33] https://www.entrepreneur.com/article/354402 [28] https://www.entrepreneur.com/article/355688 [27] https://amzn.to/3bqWYPB [14] https://www.linkedin.com/slink?code=dkfHhS4 [13] https://www.entrepreneur.com/article/354784 [12] https://www.ippglobal.org/post/the-fallacy-of-data-driven-marketing [9] https://www.entrepreneur.com/video/355320 [9] https://t3webservices.com/digital-marketing/gaining-trust-through-awareness/ Top URLs in Tweet in G3:
[15] https://newsroom.ibm.com/5G-accelerate-IOT [8] https://www.topbots.com/ai-research-marketing-advertising-applications/ [7] https://www.forbes.com/sites/forbesbusinessdevelopmentcouncil/2020/09/02/what-is-the-difference-between-deep-learning-and-machine-learning/#1cded342916a [7] http://366pi.com/content-plan/ [6] https://hbr.org/2020/01/competing-in-the-age-of-ai [4] https://urly.it/37qw3 [4] https://www.marketingaiinstitute.com/blog/how-to-improve-content-marketing-with-artificial-intelligence [3] https://www.k12prospects.com/LP/Organization-Chart/School-Districts-Organizational-Structure-and-Leadership.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=organization-chart&utm_content=textlink [3] https://www.k12prospects.com/LP/Avoiding-Email-Spam-Filters/Marketing-to-Schools-Avoiding-Email-Spam-Filters.html?utm_source=twitter&utm_medium=posting-image&utm_campaign=avoid-the-spam-folder&utm_content=textlink [3] https://www.moneycontrol.com/news/photos/technology/in-pics-a-look-at-how-artificial-intelligence-of-things-is-shaping-the-future-of-our-daily-lives-5755301.html Top URLs in Tweet in G4:
[85] https://twinybots.ch/ [11] http://MissionImProxyble.com [9] https://www.entrepreneur.com/article/355248?utm_source=flipboard&utm_medium=related&utm_campaign=syndication [6] https://www.pressreader.com/spain/la-vanguardia/20200831/282235193048657 [6] https://nealschaffer.com/influencer-marketing-tools/ [5] https://travel.actravelservices.com/flights/WAS0102ACC01031?ticket=QR16122063001612343700001990(IAD,DOH)(DOH,ACC)16145943001614700200002065(ACC,DOH)(DOH,IAD)_6e3bbd439d0b682c656ad606b50525f9_50818_Gotogate&marker=126826.Zza908b971f0b742d894d8dbc0dc11b7.$1489&locale=en_us [5] https://travel.actravelservices.com/flights/WAS1311LOS25111?ticket=QR16052943001605434400001975(IAD,DOH)(DOH,LOS)16063056001606405800002030(LOS,DOH)(DOH,IAD)_c9e422d27a8be4a5b59e2327ce54a87c_51843_Mytrip.com&marker=126826.Zza908b971f0b742d894d8dbc0dc11b7.$1489&locale=en_us [5] https://blog.hubspot.com/marketing/marketing-automation-software-tools [5] https://t3webservices.com/digital-marketing/gaining-trust-through-awareness/ [5] https://passiveincomeanywhere.com Top URLs in Tweet in G5:
[5] https://leadfiend.com/ [4] https://www.searchenginejournal.com/enterprise-seo/pillars-of-success/#close [4] https://www.youtube.com/watch?v=9driEu3Ox3w&feature=youtu.be [4] https://www.youtube.com/watch?v=dg1021At-a4&feature=youtu.be [4] https://www.broadnet.me/ [3] https://ift.tt/2QM9ujj [3] https://www.youtube.com/watch?v=gpQCHQzgLmw&feature=youtu.be [3] https://www.jeffbullas.com/virtual-workforce/ [3] https://workaholics24hrs.com/ [3] https://twitter.com/wilson_emoni Top URLs in Tweet in G6:
[4] https://mauconline.net/how-to-reach-your-target-audience/?ref=quuu [3] https://mauconline.net/12-common-content-marketing-mistakes-to-avoid-immediately/?ref=quuu [2] https://mauconline.net/best-marketing-campaigns-of-all-time/?ref=quuu [2] https://shaneperrymarketing.com/blog/tips-to-writing-cta/?ref=quuu [2] https://worldclasscopywriting.com/lead-generation/?ref=quuu [2] https://www.articulatemarketing.com/blog/101-b2b-lead-generation-tips-for-inbound-marketing?ref=quuu [2] https://www.contentstack.com/blog/all-about-headless/devops-methodologies-improve-marketing-operations/?ref=quuu [1] https://app.quuu.co/r/agrpgpy [1] https://talintyre.com/why-hire-a-marketing-consultant/?ref=quuu [1] https://www.articulatemarketing.com/blog/brand-community-tribe?ref=quuu Top URLs in Tweet in G7:
[3] http://make300adayonline.gr8.com/ [3] https://mobilemonkey.com/blog/cross-channel-marketing-tools [3] https://www.growth-hackers.net/marketing-strategies-slow-business-down/?utm_content=buffer22b45&utm_medium=social&utm_source=twitter.com&utm_campaign=buffer [3] https://www.fbe.hku.hk/webform/msc/2020-09-registration-for-msc-webinar/sm [3] http://gorgiasmedia.com [2] https://names.of.london/press/new-gtld-registries-should-listen-to-margaret-thatcher/ [2] https://marketingland.com/tips-for-measuring-marketing-impact-to-prove-roi-236898 [2] https://names.of.london/press/the-domain-industry-at-war-with-itself/ [2] https://make-100-per-day-with-affiliate-marketing.gr8.com/ [2] https://www.forbes.com/sites/theyec/2020/08/18/why-your-business-purpose-matters-in-a-crisis/?utm_source=dlvr.it&utm_medium=twitter Top URLs in Tweet in G8:
[5] https://www.oberlo.fr/blog/relation-client [4] http://www.influencia.net/fr/actualites/tendance,etudes,marketing-good-attention-pas-confondre-effort-guerre-engagement,10478.html#.X0_17K78fjk.twitter [4] https://www.larevuedudigital.com/les-depenses-en-ia-tirees-par-les-banques-et-le-commerce-de-detail/ [3] https://fr.blog.businessdecision.com/quels-puissants-outils-marketing-choisir-en-temps-de-crise/ [2] https://blog.hootsuite.com/social-media-in-higher-education/ [2] https://www.linkfluence.com/fr/blog/hygiene-epidemie-marques [2] https://comarketing-news.fr/il-est-temps-que-les-marketeurs-accordent-plus-dattention-aux-employes/ [2] https://twitter.com/franckgervais/status/1301771732416638976 [2] https://www.francenum.gouv.fr/comprendre-le-numerique/quelles-sont-les-competences-numeriques-de-demain [1] https://marketinginsidergroup.com/content-marketing/ultimate-list-53-blog-post-ideas/ Top URLs in Tweet in G9:
[5] https://dan.com/buy-domain/desknet.com?redirected=true&tld=com [4] https://upload.news/37ya23 [4] https://twinybots.ch/ [3] https://www.forbes.com/sites/bobzukis/2020/09/01/is-your-boardroom-the-weakest-cybersecurity-link/ [2] https://www.youtube.com/watch?v=S4XAHuNcLwU&feature=youtu.be [2] http://digital-leadership-associates.passle.net/post/102ge9r/what-success-of-b-2-b-marketers-looks-like-post-pandemic [2] http://digital-leadership-associates.passle.net/post/102gcsc/covid19-will-end-the-use-of-email [2] https://youtu.be/YYgvexzntkA [2] https://pitch121.com/webinar-tips-for-gaining-new-clients-using-sales-navigator/?utm_source=DLA&utm_medium=Tweet&utm_campaign=Webinar_Sales_Navigator [2] https://dan.com/buy-domain/realprint.com?redirected=true&tld=com Top URLs in Tweet in G10:
[7] https://bit.ly/2QLsyya [5] https://buff.ly/3hSRwrb [5] http://www.theinternetisforeveryone.com/ [4] https://amelcs.com/ [4] http://www.promovisionpv.com/WP/why-video-is-so-important-for-travel-tourism-destinations/ [2] http://www.globalsocialmediacoaching.com/general/5000-reasons-to-smile/ [2] https://cursortek.com/business-data-details.php?country=us&category=insurance [2] https://www.tycoonstory.com/resource/7-keys-to-a-successful-business-intelligence-strategy/ [2] https://www.tycoonstory.com/business/fastest-growing-industries-in-australia-2021/ [2] https://www.fiverr.com/share/lv3EoA Top Domains
Top Word Pairs in Tweet in Entire Graph:
[415] social,media [353] #essay,due [262] due,#assignment [255] #algebra,#calculus [245] #nursing,#essay [240] #calculus,#statistics [231] #digitalmarketing,#marketing [223] #math,#algebra [220] #research,paper [219] #statistics,#biology Top Word Pairs in Tweet in G1:
[184] ø,ø [122] ø,ù [118] ù,ø [99] social,media [69] #socialmedia,#marketing [67] #research,paper [63] #essay,due [60] #business,#marketing [59] #algebra,#calculus [55] #digitalmarketing,#marketing Top Word Pairs in Tweet in G2:
[241] #essay,due [168] due,#assignment [164] #algebra,#calculus [160] #statistics,#biology [158] #biology,#nursing [156] #nursing,#essay [152] #calculus,#statistics [139] #business,law [137] law,#math [136] social,media Top Word Pairs in Tweet in G3:
[53] #ai,#iot [41] spirosmargaris,xbond49 [36] xbond49,jblefevre60 [24] #digitalmarketing,#bigdata [23] #marketing,#ai [22] #bigdata,#startups [19] jblefevre60,psb_dc [18] sprite4it,best [18] template,#digitalmarketing [17] intengineering,enricomolinari Top Word Pairs in Tweet in G4:
[143] #socialmedia,#seo [141] #visualcontenting,#contentmarketing [141] #contentmarketing,#socialmedia [61] #digital,#marketing [56] #digitalmarketing,#digital [43] social,media [42] #socialmedia,#marketing [42] #marketing,#technews [38] vcontenting,#visualcontenting [36] #tech,#marketing Top Word Pairs in Tweet in G5:
[35] #digitalmarketing,#marketing [26] #business,#entrepreneur [23] #marketing,#socialmediamarketing [22] #socialmediamarketing,#socialmedia [20] social,media [18] #socialmedia,#business [18] #startup,#marketing [17] #success,#motivation [16] #marketing,#success [16] #marketingstrategy,#marketingtips Top Word Pairs in Tweet in G6:
[11] content,marketing [9] social,media [8] ademolaabimbola,mauconline [7] marketing,campaigns [6] #marketing,#copywriting [6] #socialmedia,#marketing [6] wearearticulate,#marketing [6] account,based [5] many,marketing [5] campaigns,big Top Word Pairs in Tweet in G7:
[44] #smm,#marketing [38] #marketing,#blog [38] #seo,#smm [35] #blog,#blogger [33] #blogger,#contentmarketing [33] #contentmarketing,#crowdfunding [33] #crowdfunding,#win [33] #win,#contest [33] #contest,#giveaway [31] #giveaway,#influencermarketing Top Word Pairs in Tweet in G8:
[8] dã,sormais [7] sociã,tale [6] temps,marketeurs [6] marketeurs,accordent [6] accordent,plus [6] plus,dâ [6] dâ,attention [6] attention,aux [6] aux,employã [6] marques,survivre Top Word Pairs in Tweet in G9:
[30] #startups,#startup [27] #digitalmarketing,#bigdata [27] #bigdata,#startups [27] #datascience,#ai [27] #ai,#5g [24] #digitalart,#contentmarketing [24] #contentmarketing,#marketing [20] #marketing,#seo [18] template,#digitalmarketing [16] #startup,#digitalart Top Word Pairs in Tweet in G10:
[14] #marketing,#business [13] check,video [11] enjoyed,hosting [11] hosting,virtual [11] virtual,business [11] business,networking [11] networking,exceptional [11] exceptional,entrepreneurs [11] betty,brink [10] promo,video Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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