The graph represents a network of 2,849 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 Tuesday, 27 October 2020 at 04:14 UTC.
The requested start date was Monday, 26 October 2020 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 9-day, 22-hour, 36-minute period from Thursday, 15 October 2020 at 15:50 UTC to Sunday, 25 October 2020 at 14:27 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 : 2849
Unique Edges : 2230
Edges With Duplicates : 11796
Total Edges : 14026
Number of Edge Types : 5
Retweet : 4324
MentionsInRetweet : 5511
Tweet : 2606
Mentions : 1514
Replies to : 71
Self-Loops : 2716
Reciprocated Vertex Pair Ratio : 0.0227817745803357
Reciprocated Edge Ratio : 0.0445486518171161
Connected Components : 301
Single-Vertex Connected Components : 218
Maximum Vertices in a Connected Component : 2396
Maximum Edges in a Connected Component : 13407
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.097829
Graph Density : 0.000525637814963658
Modularity : 0.25477
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 2,849 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 Tuesday, 27 October 2020 at 04:14 UTC.
The requested start date was Monday, 26 October 2020 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 9-day, 22-hour, 36-minute period from Thursday, 15 October 2020 at 15:50 UTC to Sunday, 25 October 2020 at 14:27 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:
[216] marc,benioff [200] founder,ceo [198] board,trustees [197] benioff,founder [191] ceo,#salesforce [177] #salesforce,benioff [176] #time,owned [176] owned,marc [176] benioff,member [176] member,#worldeconomicforum Top Word Pairs in Tweet in G1:
[114] #crm,#marketing [107] #marketing,#customer [101] #customer,#inc [71] #dynamicscrm,#msdync [70] #business,#sales [70] #msdync,#business [66] #inc,#features [66] #msdynamcis,#salesforce [59] #salesforce,#crm [58] #features,#dynamicscrm Top Word Pairs in Tweet in G2:
[195] marc,benioff [193] benioff,founder [193] founder,ceo [186] ceo,#salesforce [184] board,trustees [175] #time,owned [175] owned,marc [175] #salesforce,benioff [175] benioff,member [175] member,#worldeconomicforum Top Word Pairs in Tweet in G3:
[19] #salesforce,#forcetalks [19] #salesforce,#learnsalesforce [15] know,more [13] learn,hello [13] hello,world [13] world,mulesoft [13] mulesoft,salesforce [13] salesforce,#api [13] #api,#salesforce [10] salesforce,knowledge Top Word Pairs in Tweet in G4:
[85] #salesforce,salesforce [31] #salesforcedaily,daily [31] daily,tip [29] #salesforce,#trailblazercommunity [28] #salesforce,tip [28] category,salesforce [28] salesforce,apex [28] apex,submit [27] #salesforce,ecosystem [27] #trailblazercommunity,salesforceadmns Top Word Pairs in Tweet in G5:
[7] #sales,#salesforce [5] #salesforce,#crm [5] #trailhead,#salesforce [4] commerce,cloud [4] salesforce,development [4] mustika,ratu [4] ratu,tbk [4] semana,xertica [4] xertica,#salesforce [3] #datorama,#salesforce Top Word Pairs in Tweet in G6:
[25] #cloudvandana,#salesforce [23] #salesforce,#salesforcepartner [23] #salesforcepartner,#salesforceconsultant [22] #salesforceconsultant,#salesforceservices [22] #salesforceservices,#crm [22] #crm,#salesforcecrm [22] #salesforcecrm,#consulting [20] ask,questions [19] #inspiringohana,talk [19] read,more Top Word Pairs in Tweet in G7:
[93] #java,#javascript [63] #javascript,#perl [63] #perl,#php [63] #php,#ruby [63] #ruby,#pyhon [63] #pyhon,#swift [63] #kotlin,#vbnet [60] #swift,#objectivec [60] #objectivec,#kotlin [60] #golang,#intramart Top Word Pairs in Tweet in G8:
[78] #salesforce,#youtuber [74] #youtuber,#vlog [72] #salesforce,#セールスフォース [65] #vlog,#youtube始めました [60] #セールスフォース,#youtube [51] #youtube,#youtubeチャンネル登録 [50] #youtubeチャンネル登録,#nocode [48] youtubeより,#salesforce [45] #nocode,#youtubeはじめました [19] salesforce,trailhead Top Word Pairs in Tweet in G9:
[64] #entrepreneur,#startup [62] #startup,#startupindia [60] #startupindia,#startupnation [52] #startupnation,#business [42] #business,#leader [36] #leader,#work [36] #challenges,#neodove [36] #sales,#salesforce [35] #neodove,#customersatisfaction [35] #customersatisfaction,#customersuccess Top Word Pairs in Tweet in G10:
[9] help,businesses [8] game,day [7] more,apps [7] apps,#salesforce [7] #salesforce,help [7] businesses,create [7] create,safe [7] safe,person [7] person,experiences [7] marketing,cloud 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 G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G6:
Top Mentioned in G7:
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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:
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Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: