The graph represents a network of 2,960 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, 12 September 2022 at 04:48 UTC.
The requested start date was Monday, 12 September 2022 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 13-day, 10-hour, 19-minute period from Monday, 29 August 2022 at 00:11 UTC to Sunday, 11 September 2022 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 : 2960
Unique Edges : 2265
Edges With Duplicates : 9271
Total Edges : 11536
Number of Edge Types : 5
Retweet : 2802
MentionsInRetweet : 3350
Tweet : 3449
Mentions : 1860
Replies to : 75
Self-Loops : 3700
Reciprocated Vertex Pair Ratio : 0.0455958549222798
Reciprocated Edge Ratio : 0.087215064420218
Connected Components : 1041
Single-Vertex Connected Components : 813
Maximum Vertices in a Connected Component : 1443
Maximum Edges in a Connected Component : 7825
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.894318
Graph Density : 0.00034560160024844
Modularity : 0.267253
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,960 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, 12 September 2022 at 04:48 UTC.
The requested start date was Monday, 12 September 2022 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 13-day, 10-hour, 19-minute period from Monday, 29 August 2022 at 00:11 UTC to Sunday, 11 September 2022 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:
[794] ãƒ,ム[259] #finserv,#wef [258] #hranalytics,#corpgov [241] learn,more [241] #corpgov,#finserv [233] passle,timothy_hughes [224] #wef,#hr [204] #hranalytics,#legaltech [194] #legaltech,#finserv [189] #csuite,#legaltech Top Word Pairs in Tweet in G1:
[192] ãƒ,ム[45] #brand,#crm [45] #crm,#cx [45] #cx,#digitalchannels [45] #digitalchannels,#health [45] #marca,#multichannel [45] #multichannel,#patientjourney [45] #patientjourney,#representantes [45] #representantes,#salesforce [45] #salesforce,#xrm Top Word Pairs in Tweet in G2:
[64] #trailblazer,#trailhead [56] #career,#careers [56] #careers,#job [55] #job,#advice [55] #salesforce,#ohana [53] #advice,#best [50] #best,#salesforce [47] #ohana,#trailblazer [46] #trailhead,#admin [46] #admin,#admins Top Word Pairs in Tweet in G3:
[37] #salesforce,#crm [28] cloudely,inc [28] inc,hiring [28] apply,#cloudely [28] #cloudely,#salesforce [27] salesforce,#salesforce [27] #crm,#jobs [26] #jobs,#career [26] #career,#salescloud [26] #salescloud,#servicecloud Top Word Pairs in Tweet in G4:
[65] badge,trailhead [46] trailhead,#salesforce [29] #salesforce,#ohana [27] #salesforce,#trailblazers [27] #trailblazers,#df22 [27] #trailblazer,#toptrailblazers [27] #toptrailblazers,#salesforce [25] #dreamforce2022,#algoworks [25] #algoworks,#salesforce [24] salesforce,salesforceadmns Top Word Pairs in Tweet in G5:
[259] #finserv,#wef [258] #hranalytics,#corpgov [241] #corpgov,#finserv [232] passle,timothy_hughes [224] #wef,#hr [204] #hranalytics,#legaltech [194] #legaltech,#finserv [189] #csuite,#legaltech [188] #legaltech,#hranalytics [168] timothy_hughes,dlaignite Top Word Pairs in Tweet in G6:
[152] #remote,#developers [144] #developers,#reactjs [143] #reactjs,#nodejs [102] please,reach [96] #nodejs,#nodejsdeveloper [92] #nodejsdeveloper,#java [77] #java,#python [75] #python,#laravel [75] reach,#remote [72] #laravel,#php Top Word Pairs in Tweet in G7:
[57] know,#salesforce [57] #salesforce,trailmix [57] trailmix,dedicated [57] dedicated,showing [57] showing,build [57] build,portfolio [57] portfolio,#blacktechtwitter [56] techtalkwithty_,know [3] #latinasintech,#scholarship [3] #scholarship,#free Top Word Pairs in Tweet in G8:
[14] hey,going [14] going,dreamforce [14] dreamforce,22 [14] 22,know [14] know,more [14] more,salesforce [14] salesforce,pub [14] pub,sub [14] sub,api [14] api,join Top Word Pairs in Tweet in G9:
[13] first,#salesforce [13] #salesforce,community [13] community,group [13] group,created [13] created,increase [13] increase,visibility [13] visibility,african [13] african,americans [12] ktgthinks,first [8] need,fun Top Word Pairs in Tweet in G10:
[34] advance,#5g [34] #5g,#digitaltransformation [34] #digitaltransformation,optimise [34] optimise,#innovation [34] power,#ecosystem [34] #data,#security [34] #security,#privacy [34] #privacy,#ethics [33] sallyeaves,advance [25] #innovation,power Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G6:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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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: