The graph represents a network of 1,934 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 21:36 UTC.
The tweets in the network were tweeted over the 4105-day, 6-hour, 8-minute period from Wednesday, 07 December 2011 at 18:28 UTC to Sunday, 05 March 2023 at 00:36 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 : 1934
Unique Edges : 3028
Edges With Duplicates : 9846
Total Edges : 12874
Number of Edge Types : 9
Tweet : 1632
Replies to : 873
MentionsInReplyTo : 3330
Retweet : 1203
MentionsInRetweet : 1757
Mentions : 3713
Quote : 120
MentionsInQuote : 213
MentionsInQuoteReply : 33
Self-Loops : 2171
Reciprocated Vertex Pair Ratio : 0.0514432029795158
Reciprocated Edge Ratio : 0.097852557006863
Connected Components : 228
Single-Vertex Connected Components : 194
Maximum Vertices in a Connected Component : 1656
Maximum Edges in a Connected Component : 11976
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.46395
Graph Density : 0.00120826380756373
Modularity : 0.244397
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 1,934 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 3/4/2023 5:00:36 PM. The network was obtained from Twitter on Sunday, 05 March 2023 at 21:36 UTC.
The tweets in the network were tweeted over the 4105-day, 6-hour, 8-minute period from Wednesday, 07 December 2011 at 18:28 UTC to Sunday, 05 March 2023 at 00:36 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:
[432] marketing,cloud [431] #rt,marketingcloud [299] read,more [274] #digitalmarketing,#marketing [236] more,#sfmcjobs [221] #sfmcjobs,#marketingcloud [211] email,marketing [193] marketingcloud,salesforce [188] #marketingcloud,#salesforcejobs [182] #marketingautomation,#jobopportunities Top Word Pairs in Tweet in G1:
[422] #rt,marketingcloud [168] marketing,cloud [88] marketingcloud,salesforce [67] nearly,300 [67] 300,roi [63] #stateofmarketing,report [62] total,economic [62] economic,impact [61] roi,over [60] businesses,using Top Word Pairs in Tweet in G2:
[101] marketingcloud,salesforce [80] salesforce,marketingcloud [80] join,useful [77] useful,site [76] marketing,cloud [70] salesforce,job [68] job,career [67] #momentmarketers,#marketingchampions [66] career,info [64] appexchange,marketingcloud Top Word Pairs in Tweet in G3:
[64] marketing,cloud [56] email,marketing [39] blocklist,stay [39] email,blocklist [39] marketing,trends [38] #salesforce,#marketingcloud [38] trends,2023 [34] unproven,opportunities [33] 2023,unproven [31] step,approach Top Word Pairs in Tweet in G4:
[99] 87,billion [98] holiday,data [98] sending,87 [98] data,coming [98] friday,sending [98] record,black [98] black,friday [98] customers,broke [98] coming,clear [98] broke,record Top Word Pairs in Tweet in G5:
[236] read,more [236] more,#sfmcjobs [221] #sfmcjobs,#marketingcloud [188] #marketingcloud,#salesforcejobs [182] #salesforcejobs,#salesforcecertified [182] #marketingautomation,#jobopportunities [182] #jobs,#whoshiring [182] #salesforcecertified,#jobs [182] #hiring,#findjobs [182] #whoshiring,#hiring Top Word Pairs in Tweet in G6:
[4] twittermktg,marketingcloud [3] salesforce,marketingcloud [2] please,add [2] cdnbiz,usweekly [2] wishshopping,expertmarketus [2] businessweekly,wishshopping [2] salesforce,twittermktg [2] cellphoneninja1,cdnbiz [2] usweekly,salesforce Top Word Pairs in Tweet in G7:
[17] congrats,companies [17] marketing,automation [17] companies,listed [17] b2c,marketing [17] shortlist,b2c [12] small,midsize [12] automation,small [12] listed,shortlist [12] midsize,business [8] constellationr,congrats Top Word Pairs in Tweet in G8:
[2] exitiiquidity,cryptoliquiditt [2] animalplanet,ecowatch [2] transport_eu,usdot [2] marketing,marketingweeked [2] usdot,animalplanet [2] roxy_liquigan,teamliquid [2] marketingweeked,marketingcloud [2] luquinha,roxy_liquigan [2] sustainbrands,marketing [2] climajoes,sustainbrands Top Word Pairs in Tweet in G10:
[172] #digitalmarketing,#marketing [106] #seo,#digitalmarketing [100] #digitalmarketing,#emailmarketing [95] #emailmarketing,#marketingcloud [90] #eloqua,#pardot [90] #salesforce,#sfmc [90] consultation,contact [90] #suhasganjare,consultation [90] #sfmc,#eloqua [78] #marketingcloud,#googleads Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
Top Mentioned in G8:
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:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: