The graph represents a network of 3,457 Twitter users whose tweets in the requested range contained "#salesforce", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 27 September 2021 at 04:40 UTC.
The requested start date was Monday, 27 September 2021 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 10-day, 20-hour, 33-minute period from Wednesday, 15 September 2021 at 13:56 UTC to Sunday, 26 September 2021 at 10:30 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 : 3457
Unique Edges : 3005
Edges With Duplicates : 9540
Total Edges : 12545
Number of Edge Types : 5
Mentions : 2080
Retweet : 2831
MentionsInRetweet : 3779
Tweet : 3659
Replies to : 196
Self-Loops : 3791
Reciprocated Vertex Pair Ratio : 0.0323376943964453
Reciprocated Edge Ratio : 0.062649450023912
Connected Components : 1037
Single-Vertex Connected Components : 775
Maximum Vertices in a Connected Component : 1842
Maximum Edges in a Connected Component : 9334
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.577205
Graph Density : 0.000350034551473661
Modularity : 0.31343
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,457 Twitter users whose tweets in the requested range contained "#salesforce", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 27 September 2021 at 04:40 UTC.
The requested start date was Monday, 27 September 2021 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 10-day, 20-hour, 33-minute period from Wednesday, 15 September 2021 at 13:56 UTC to Sunday, 26 September 2021 at 10:30 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 : #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:
[362] #salesforce,#crm [339] #salesforce,#dreamforce [232] #df21,#salesforce [199] #startup,#startups [198] #training,#certification [187] #trailhead,#certification [185] #certification,#pd1 [182] #salesforce,#training [182] #nptel,#swayam [182] #swayam,#iit Top Word Pairs in Tweet in G1:
[60] #salesforce,#crm [43] #salescloud,#servicecloud [42] hiring,gigminds [42] #gigminds,#salesforce [42] #crm,#jobs [42] #jobs,#gigs [42] #gigs,#salescloud [42] #servicecloud,#sfdc [37] #salesforce,#dreamforce [33] #df21,#salesforce Top Word Pairs in Tweet in G2:
[99] badge,trailhead [87] #df21,#salesforce [68] #dreamforce,#df21 [60] #salesforce,#dreamforce [52] #salesforce,#ohana [51] trailhead,#salesforce [44] #df21,#successanywhere [42] #salesforce,#df21 [39] #trailblazer,#toptrailblazers [39] #toptrailblazers,#salesforce Top Word Pairs in Tweet in G3:
[43] #salesforce,#sfdc [42] #sfdc,#digitaltransformation [35] #digitaltransformation,#workplaceoftomorrow [35] #workplaceoftomorrow,#slack [34] #slack,#slackhq [31] #df21,#dreamforce [26] #dreamforce,#salesforce [22] #salesforce,#df21 [21] #df21,#salesforce [15] learn,more Top Word Pairs in Tweet in G4:
[135] #salesforce,#dreamforce [104] #startup,#startups [101] #dreamforce,#startup [101] #startups,#ai [101] #ai,#socialmedia [101] #socialmedia,#futureofwork [101] #futureofwork,#hrtech [101] #hrtech,#cx [101] #cx,#df21 [101] #df21,#nonprofits Top Word Pairs in Tweet in G5:
[214] #salesforce,#crm [190] #training,#certification [182] #nptel,#swayam [182] #swayam,#iit [182] #iit,#iisc [182] #iisc,#exams [181] #exams,#salesforceapex [180] #salesforceapex,#salesforceexam [179] #salesforceexam,#salesforceapex [179] #salesforceapex,#salesforce Top Word Pairs in Tweet in G6:
[13] #devops,#salesforce [12] #salesforce,#devops [10] 91,8130704295 [10] sales,ksolves [10] #ksolves,#ksolvesindia [9] _ksolves,#ksolves [6] #salesforce,ecosystem [6] delphix,provides [6] provides,referential [6] referential,integrity Top Word Pairs in Tweet in G7:
[16] hello,#ohana [16] #ohana,join [16] join,another [16] another,#impactsalesforcesaturday [16] #impactsalesforcesaturday,session [16] session,create [16] create,roll [16] roll,summary [16] summary,using [16] using,flow Top Word Pairs in Tweet in G8:
[26] hiring,provartesting [26] provartesting,#qa [26] #qa,#salesforce [26] #salesforce,professional [26] professional,help [26] help,shape [26] shape,provar [26] provar,community [25] tristanlombard2,hiring [25] community,narrati Top Word Pairs in Tweet in G9:
[10] #salesforce,platform [9] more,#salesforce [8] developer,interested [8] interested,learning [8] learning,more [8] platform,really [8] really,check [8] check,released [8] released,big [8] video,listo Top Word Pairs in Tweet in G10:
[22] #salesforce,#nocode [19] #エンジニア,#salesforce [18] #プログラミング,#エンジニア [18] #mulesoft,#cloud [15] #nocode,#mulesoft [12] #駆け出しエンジニアと繋がりたい,#プログラミング [10] saiyo_globalway,mulesoft講座 [5] mulesoft講座,mulesoftのapi開発では [5] mulesoftのapi開発では,適切な開発のフローを明確に定義しておくことが大事です [5] 適切な開発のフローを明確に定義しておくことが大事です,#プログラミング Top Replied-To in Entire Graph:
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 G7:
Top Replied-To in G8:
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: