The graph represents a network of 2,176 Twitter users whose recent tweets contained "#salesforce", 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 Thursday, 07 October 2021 at 16:33 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 2-minute period from Wednesday, 29 September 2021 at 08:59 UTC to Thursday, 07 October 2021 at 16:02 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 : 2176
Unique Edges : 2901
Edges With Duplicates : 4506
Total Edges : 7407
Number of Edge Types : 5
Replies to : 127
MentionsInRetweet : 1262
Mentions : 1574
Retweet : 1625
Tweet : 2819
Self-Loops : 2893
Reciprocated Vertex Pair Ratio : 0.0400599026581805
Reciprocated Edge Ratio : 0.0770338372930166
Connected Components : 693
Single-Vertex Connected Components : 498
Maximum Vertices in a Connected Component : 1016
Maximum Edges in a Connected Component : 5446
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.445652
Graph Density : 0.000586967545638945
Modularity : 0.3578
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,176 Twitter users whose recent tweets contained "#salesforce", 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 Thursday, 07 October 2021 at 16:33 UTC.
The tweets in the network were tweeted over the 8-day, 7-hour, 2-minute period from Wednesday, 29 September 2021 at 08:59 UTC to Thursday, 07 October 2021 at 16:02 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 : #salesforce
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:
[523] #salesforce,#crm [312] #crm,#sales [302] #trailhead,#certification [302] #certification,#pd1 [302] #pd1,#journey2salesforce [302] #journey2salesforce,#salesforce [301] #salesforceapex,#salesforce [300] #salesforceapex,#salesforceexam [299] #sales,#cloud [299] #nptel,#swayam Top Word Pairs in Tweet in G1:
[34] #welearnsalesforce,#salesforce [33] #salesforce,#salesforcetraining [30] #salesforcetraining,#salesforcecertified [25] learn,more [22] #sales,#salesforce [22] work,home [22] home,sales [22] sales,career [22] career,remote [22] dorr,agency Top Word Pairs in Tweet in G2:
[297] #nptel,#swayam [297] #swayam,#iit [297] #iit,#iisc [297] #iisc,#exams [297] #exams,#salesforceapex [297] #salesforceapex,#salesforceexam [297] #salesforceexam,#salesforceapex [297] #salesforceapex,#salesforce [280] #salesforce,#crm [279] #crm,#sales Top Word Pairs in Tweet in G3:
[40] #crypto,#cryptonews [30] #elongate,soon [30] soon,announce [30] announce,partnership [30] partnership,integration [30] integration,salesforce [30] salesforce,stats [30] stats,#salesforce [30] #salesforce,150k [30] 150k,companies Top Word Pairs in Tweet in G4:
[52] #cloudvandana,#salesforce [52] #salesforce,#salesforcepartner [51] #salesforcepartner,#salesforceconsultant [51] #salesforceconsultant,#salesforceservices [45] #salesforceservices,#crm [45] #crm,#salesforcecrm [45] #salesforcecrm,#consulting [37] #cvappstore,#apps [37] #apps,#salesforceapps [31] #salesforceapps,#gotanappforthat Top Word Pairs in Tweet in G5:
[127] #salesforce,#crm [100] #crm,#cloud [96] #cloud,#technology [62] salesforce,#salesforce [59] salesforcenews,salesforce [54] partnerforce,salesforcenews [36] #technology,#document [36] #document,#generation [31] #appexchange,#app [28] appexchange,#salesforce Top Word Pairs in Tweet in G6:
[78] #trailblazer,#trailhead [45] #career,#careers [45] #careers,#job [45] #job,#advice [45] #advice,#best [45] #best,#salesforce [45] #salesforce,#ohana [45] #ohana,#trailblazer [45] #trailhead,#admin [45] #admin,#admins Top Word Pairs in Tweet in G7:
[40] kings,queens [40] queens,power [40] power,people [40] people,shirt [40] shirt,#tshirt [40] #tshirt,#powertothepeople [40] #powertothepeople,#salesforce [40] #salesforce,#printful [40] #printful,#dtg [40] #dtg,#etsyseller Top Word Pairs in Tweet in G8:
[24] wait,salesforce [24] salesforce,devops [24] devops,work [24] work,items [24] items,make [24] make,release [24] release,management [24] management,easy [24] easy,define [24] define,release Top Word Pairs in Tweet in G9:
[38] #salesforce,#crm [37] #hiring,#jobs [33] #crm,#sfdc [33] #sfdc,#trailhead [33] #trailhead,#salesforcejobs [33] #salesforcejobs,#itjobs [33] #itjobs,#it [33] #it,#jobopening [33] #jobopening,#jobopportunities [33] #jobopportunities,#jobposting Top Word Pairs in Tweet in G10:
[8] marketing,cloud [8] cloud,administrator [8] administrator,12 [8] 12,day [8] day,bootcamp [8] bootcamp,kicking [8] kicking,10 [8] 10,12 [8] 12,register [8] register,sessions 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 G5:
Top Replied-To in G6:
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 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: