The graph represents a network of 2,039 Twitter users whose recent tweets contained "Marketingcloud", 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 21:37 UTC.
The tweets in the network were tweeted over the 4091-day, 6-hour, 6-minute period from Wednesday, 07 December 2011 at 18:28 UTC to Sunday, 19 February 2023 at 00:34 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 : 2039
Unique Edges : 3546
Edges With Duplicates : 10769
Total Edges : 14315
Number of Edge Types : 9
Tweet : 1503
Retweet : 1286
MentionsInRetweet : 1934
Replies to : 877
MentionsInReplyTo : 4158
Mentions : 4219
Quote : 104
MentionsInQuote : 197
MentionsInQuoteReply : 37
Self-Loops : 2058
Reciprocated Vertex Pair Ratio : 0.0567164179104478
Reciprocated Edge Ratio : 0.107344632768362
Connected Components : 180
Single-Vertex Connected Components : 145
Maximum Vertices in a Connected Component : 1804
Maximum Edges in a Connected Component : 13491
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.498066
Graph Density : 0.0012778301049072
Modularity : 0.252846
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,039 Twitter users whose recent tweets contained "Marketingcloud", 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 2/18/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 19 February 2023 at 21:37 UTC.
The tweets in the network were tweeted over the 4091-day, 6-hour, 6-minute period from Wednesday, 07 December 2011 at 18:28 UTC to Sunday, 19 February 2023 at 00:34 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 : Marketingcloud
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 Domains
Top Word Pairs in Tweet in Entire Graph:
[449] #rt,marketingcloud [422] marketing,cloud [295] #digitalmarketing,#marketing [281] read,more [217] more,#sfmcjobs [217] salesforce,marketingcloud [202] #sfmcjobs,#marketingcloud [172] marketingcloud,salesforce [170] #marketingcloud,#salesforcejobs [164] #marketingautomation,#jobopportunities Top Word Pairs in Tweet in G1:
[128] marketing,cloud [103] salesforce,marketingcloud [80] join,useful [77] useful,site [70] salesforce,job [68] job,career [66] career,info [64] appexchange,marketingcloud [62] dreamforce,partnerforce [62] site,salesforce Top Word Pairs in Tweet in G2:
[103] data,coming [103] black,friday [103] watching,time [103] holiday,data [103] friday,sending [103] coming,clear [103] customers,broke [103] clear,customers [103] time,holiday [103] record,black Top Word Pairs in Tweet in G3:
[441] #rt,marketingcloud [83] marketingcloud,salesforce [59] marketing,cloud [39] #stateofmarketing,report [37] customer,data [29] marketingcloud,marketers [26] time,data [26] powered,#salesforcegenie [24] more,less [23] data,platform Top Word Pairs in Tweet in G4:
[64] marketing,cloud [33] #salesforce,#marketingcloud [25] learn,more [23] salesforce,marketing [19] step,approach [19] team,uses [19] uses,build [19] content,plans [19] creative,services [19] build,content Top Word Pairs in Tweet in G5:
[217] read,more [217] more,#sfmcjobs [202] #sfmcjobs,#marketingcloud [170] #marketingcloud,#salesforcejobs [164] #marketingautomation,#jobopportunities [164] #salesforcecertified,#jobs [164] #salesforcejobs,#salesforcecertified [164] #whoshiring,#hiring [164] #hiring,#findjobs [164] #jobs,#whoshiring Top Word Pairs in Tweet in G6:
[3] point,plan [3] usage,identify [3] cta,usage [3] identify,optimization [3] laid,oracle [3] down,cta [3] break,down [3] optimization,opportunities [3] plan,laid [3] oracle,break Top Word Pairs in Tweet in G7:
[5] twittermktg,marketingcloud [3] salesforce,marketingcloud [2] please,add [2] cdnbiz,usweekly [2] wishshopping,expertmarketus [2] businessweekly,wishshopping [2] salesforce,twittermktg [2] marketingcloud,twittermktg [2] cellphoneninja1,cdnbiz [2] usweekly,salesforce Top Word Pairs in Tweet in G8:
[20] companies,listed [20] shortlist,b2c [20] congrats,companies [20] b2c,marketing [20] marketing,automation [14] listed,shortlist [14] automation,small [14] midsize,business [14] small,midsize [9] constellationr,congrats Top Word Pairs in Tweet in G9:
[2] coinmarketcap,marketingcloud Top Word Pairs in Tweet in G10:
[12] salesforcearchs,marketingcloud [12] marketingcloud,commercecloud [11] jenwlee,practicalacts [11] inescapinezka,salesforcearchs [11] next,#salesforce [11] practicalacts,calvin_nr [11] commercecloud,salesforceforit [10] calvin_nr,mcguireto [10] gauravkheterpal,mhumpolec [10] anup,trailhead Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: