The graph represents a network of 2,679 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 December 2021 at 05:45 UTC.
The requested start date was Monday, 27 December 2021 at 01:01 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 11-day, 10-hour, 16-minute period from Wednesday, 15 December 2021 at 00:34 UTC to Sunday, 26 December 2021 at 10:50 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 : 2679
Unique Edges : 3121
Edges With Duplicates : 14954
Total Edges : 18075
Number of Edge Types : 5
Mentions : 1986
Replies to : 164
Tweet : 3234
Retweet : 3779
MentionsInRetweet : 8912
Self-Loops : 3415
Reciprocated Vertex Pair Ratio : 0.0197380907193016
Reciprocated Edge Ratio : 0.0387120789130839
Connected Components : 695
Single-Vertex Connected Components : 506
Maximum Vertices in a Connected Component : 1647
Maximum Edges in a Connected Component : 15975
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.467874
Graph Density : 0.000748916767790641
Modularity : 0.263777
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,679 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 December 2021 at 05:45 UTC.
The requested start date was Monday, 27 December 2021 at 01:01 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 11-day, 10-hour, 16-minute period from Wednesday, 15 December 2021 at 00:34 UTC to Sunday, 26 December 2021 at 10:50 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:
[452] #aml,#crypto [433] #csr,#corpgov [400] #salesforce,#crm [400] #wef,#datagovernance [399] #datagovernance,#futureofwork [396] #corpgov,#aml [396] #insurtech,#fintech [392] #crypto,#finserv [392] #finserv,#wef [387] #futureofwork,#insurtech Top Word Pairs in Tweet in G1:
[70] #salesforce,#salesforcepartner [67] #cloudvandana,#salesforce [49] #salesforcepartner,#salesforceconsultant [48] #salesforceconsultant,#salesforceservices [42] #salesforce,#ohana [41] learn,try [36] #trailblazercommunity,#salesforce [34] hello,#ohana [34] #ohana,join [34] join,thanking Top Word Pairs in Tweet in G2:
[35] learn,more [31] #holidays2021,#holidays [30] #holidays,#holidaycheer [27] #salesforce,#crm [26] #salesforce,#sales [25] #salesforce,#salesforcetraining [24] data,culture [22] know,more [21] marketing,cloud [21] #holidaycheer,#holidayseason Top Word Pairs in Tweet in G3:
[129] chidambara09,theadityapatro [67] curieuxexplorer,nicochan33 [67] nicochan33,enricomolinari [67] enricomolinari,audreydesisto [63] chidambara09,tanyasinha_ [60] labordeolivier,frronconi [53] chidambara09,quasagroup [50] audreydesisto,drjdrooghaag [47] chidambara09,martinhoyes [46] morolswediu,elongatorstax Top Word Pairs in Tweet in G4:
[448] #aml,#crypto [433] #csr,#corpgov [400] #wef,#datagovernance [399] #datagovernance,#futureofwork [396] #corpgov,#aml [396] #insurtech,#fintech [392] #crypto,#finserv [392] #finserv,#wef [387] #futureofwork,#insurtech [320] martinhoyes,#csr Top Word Pairs in Tweet in G5:
[92] releasing,first [92] first,exchange [88] #elongate,releasing [84] please,check [84] check,#elongate [83] exchange,#salesforce [62] #salesforce,lightning [55] lightning,network [41] blue,sky [41] sky,lightning Top Word Pairs in Tweet in G6:
[133] #crm,#business [131] #business,#erp [131] #erp,#marketing [129] #marketing,#software [120] #software,#sales [118] #sales,#b [97] #b,#salesforce [90] customer,relationship [76] relationship,management [57] management,#crm Top Word Pairs in Tweet in G7:
[34] texeifrance,day [18] use,soql [18] soql,query [18] query,against [18] against,apextypeimplementor [18] apextypeimplementor,#spring22 [18] #spring22,find [18] find,apex [18] apex,classes [18] classes,implement Top Word Pairs in Tweet in G8:
[45] #career,#careers [45] #careers,#job [45] #trailblazer,#trailhead [44] #job,#advice [43] #advice,#best [40] #best,#salesforce [39] #salesforce,#ohana [38] #ohana,#trailblazer [37] #trailhead,#admin [37] #admin,#admins Top Word Pairs in Tweet in G9:
[99] #salesforce,#youtuber [93] #youtuber,#nocode [74] salesforce,セールスフォース [64] #nocode,#youtube始めました [23] セールスフォース,認定アドミニストレーター試験対策 [14] #salesforce,#youtube [14] ways,crm [14] crm,software [14] software,helps [14] helps,strengthen Top Word Pairs in Tweet in G10:
[10] #distributormanagement,#crm [9] amshuhu_isteer,#infographic [9] supply,chain [9] #crm,#ai [8] #infographic,future [8] future,supply [8] chain,automation [8] automation,#supplychain [8] #supplychain,#trending [8] #trending,#distributormanagement Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
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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:
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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: