The graph represents a network of 335 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 21:33 UTC.
The tweets in the network were tweeted over the 2892-day, 21-hour, 36-minute period from Friday, 06 March 2015 at 03:13 UTC to Sunday, 05 February 2023 at 00:50 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 : 335
Unique Edges : 495
Edges With Duplicates : 669
Total Edges : 1164
Number of Edge Types : 9
Tweet : 221
Retweet : 88
MentionsInRetweet : 135
Mentions : 383
Quote : 8
MentionsInReplyTo : 246
Replies to : 47
MentionsInQuote : 29
MentionsInQuoteReply : 7
Self-Loops : 268
Reciprocated Vertex Pair Ratio : 0.0504347826086957
Reciprocated Edge Ratio : 0.0960264900662252
Connected Components : 58
Single-Vertex Connected Components : 48
Maximum Vertices in a Connected Component : 248
Maximum Edges in a Connected Component : 911
Maximum Geodesic Distance (Diameter) : 6
Average Geodesic Distance : 2.922326
Graph Density : 0.00539815890606846
Modularity : 0.381514
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 335 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 2/4/2023 5:00:35 PM. The network was obtained from Twitter on Sunday, 05 February 2023 at 21:33 UTC.
The tweets in the network were tweeted over the 2892-day, 21-hour, 36-minute period from Friday, 06 March 2015 at 03:13 UTC to Sunday, 05 February 2023 at 00:50 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:
[83] read,more [62] marketing,cloud [58] more,#sfmcjobs [55] #sfmcjobs,#marketingcloud [54] #marketingcloud,#salesforcejobs [53] #salesforcejobs,#salesforcecertified [53] #marketingautomation,#jobopportunities [53] #salesforcecertified,#jobs [53] #findjobs,#marketingautomation [53] #hiring,#findjobs Top Word Pairs in Tweet in G1:
[28] nearly,300 [28] 300,roi [27] #salesforce,marketingcloud [27] total,economic [27] economic,impact [26] impact,study [25] roi,over [25] businesses,using [25] over,year [25] year,period Top Word Pairs in Tweet in G2:
[37] #rt,marketingcloud [29] marketing,cloud [18] marketingcloud,salesforce [13] salesforce,marketing [12] spring,'23 [9] trailhead,marketingcloud [8] shibua,pardot [8] pardot,kavindrapatel [8] automation,studio [8] #marketingcloud,#cloud Top Word Pairs in Tweet in G3:
[13] #salesforce,#marketingcloud [10] marketing,cloud [9] #digitalmarketing,#marketing [6] salesforce,marketing [5] technical,debt [4] marketing,investments [4] campaigns,user [4] past,downturns [4] returns,customer [4] navigating,holiday Top Word Pairs in Tweet in G4:
[4] marketingcloud,salesforce [3] generative,ai [2] salesforcedevs,appexchange [2] marketingcloud,servicecloud [2] manipalblog,salesforce [2] jonogallagher,marketingcloud [2] newvinay,arvindsrikantan [2] asksalesforce,dhunji [2] salesforceorg,marketingcloud [2] rajchanda77,manipalblog Top Word Pairs in Tweet in G5:
[2] kirbyinfo3,2blkgirls1rose [2] jimmyspencer,_bfalk123 [2] kathlee23538674,extramediap [2] 606julie,reginamsmith007 [2] theblack,606julie [2] tasoshernandez,dsyuujkh [2] _bfalk123,pinionproject [2] gcijointhefight,jimmyspencer [2] extramediap,doseofrose91 [2] 2blkgirls1rose,gcijointhefight Top Word Pairs in Tweet in G6:
[58] read,more [58] more,#sfmcjobs [55] #sfmcjobs,#marketingcloud [54] #marketingcloud,#salesforcejobs [53] #findjobs,#marketingautomation [53] #jobs,#whoshiring [53] #salesforcecertified,#jobs [53] #marketingautomation,#jobopportunities [53] #hiring,#findjobs [53] #salesforcejobs,#salesforcecertified Top Word Pairs in Tweet in G7:
[2] b2c,marketing [2] shortlist,b2c [2] listed,shortlist [2] companies,listed [2] automation,small [2] midsize,business [2] marketing,automation [2] small,midsize [2] congrats,companies Top Word Pairs in Tweet in G8:
[2] climajoes,sustainbrands [2] animalplanet,ecowatch [2] connectsdgs,transport_eu [2] ecowatch,greenpeaceusa [2] marketingweeked,marketingcloud [2] marketing,marketingweeked [2] usdot,animalplanet [2] sustainbrands,marketing [2] transport_eu,usdot [2] marketingcloud,connectsdgs Top Word Pairs in Tweet in G9:
[4] surveys,user [4] qualtrics,surveys [4] multi,channel [4] jan,qualtrics [4] getvero,multi [4] integrations,jan [4] notifications,getvero [4] push,notifications [4] onesignal,push [4] user,feedback Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: