The graph represents a network of 2,888 Twitter users whose recent tweets contained "#salesforce", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 05:37 UTC.
The tweets in the network were tweeted over the 2876-day, 20-hour, 54-minute period from Monday, 27 April 2015 at 03:01 UTC to Sunday, 12 March 2023 at 23:55 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 2888
Unique Edges : 2101
Edges With Duplicates : 6369
Total Edges : 8470
Number of Edge Types : 8
Tweet : 2373
Replies to : 224
Retweet : 1826
MentionsInRetweet : 2397
Mentions : 1288
MentionsInReplyTo : 208
Quote : 113
MentionsInQuote : 41
Self-Loops : 2866
Reciprocated Vertex Pair Ratio : 0.0318165001849797
Reciprocated Edge Ratio : 0.0616708497669416
Connected Components : 976
Single-Vertex Connected Components : 771
Maximum Vertices in a Connected Component : 998
Maximum Edges in a Connected Component : 4201
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.451575
Graph Density : 0.000334506484796207
Modularity : 0.353265
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,888 Twitter users whose recent tweets contained "#salesforce", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 5,000 tweets, tweeted between 3/26/2006 12:00:00 AM and 3/12/2023 5:00:36 PM. The network was obtained from Twitter on Monday, 13 March 2023 at 05:37 UTC.
The tweets in the network were tweeted over the 2876-day, 20-hour, 54-minute period from Monday, 27 April 2015 at 03:01 UTC to Sunday, 12 March 2023 at 23:55 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch2
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:
[389] salesforcejapan,#大谷翔平 [345] 独占インタビュー,を公開中 [345] 特設サイトでは,独占インタビュー [345] #大谷翔平,選手が出演する [345] #次の世界へ,最新作がついに公開 [345] 選手が出演する,salesforceのcm [345] を公開中,#wbc2023 [345] 最新作がついに公開,好きなことを仕事にしている楽しさが一番 [345] salesforceのcm,#次の世界へ [345] 好きなことを仕事にしている楽しさが一番,特設サイトでは Top Word Pairs in Tweet in G1:
[99] #vba,#euc [99] 現場常駐,金融システム保守開発 [99] 週5日,品川 [99] salesforce開発経験者募集,週5日 [99] #システムエンジニア,#salesforce [99] 金融システム保守開発,#業務委託 [99] 浜松町,現場常駐 [99] #業務委託,#システムエンジニア [99] #salesforce,#vba [99] #euc,#金融 Top Word Pairs in Tweet in G2:
[389] salesforcejapan,#大谷翔平 [345] を公開中,#wbc2023 [345] 独占インタビュー,を公開中 [345] 選手が出演する,salesforceのcm [345] #次の世界へ,最新作がついに公開 [345] 好きなことを仕事にしている楽しさが一番,特設サイトでは [345] 特設サイトでは,独占インタビュー [345] salesforceのcm,#次の世界へ [345] #大谷翔平,選手が出演する [345] 最新作がついに公開,好きなことを仕事にしている楽しさが一番 Top Word Pairs in Tweet in G3:
[70] today,salesforce [64] salesforce,introduces [62] transform,careers [62] skills,transform [62] learn,skills [62] trailhead,learn [62] people,used [62] 5m,people [62] careers,today [62] used,trailhead Top Word Pairs in Tweet in G4:
[44] success,salesforce [44] marc,benioff [43] choose,#salesforce [43] #tdx23,#salesforce [42] salesforce,marc [42] happiness,success [42] #cloudvandana,#salesforce [42] benioff,doesn [42] doesn,choose [41] #salesforce,#salesforcepartner Top Word Pairs in Tweet in G5:
[39] #trailblazer,#trailhead [31] #careers,#job [31] #salesforce,#ohana [31] #salesforce,salesforce [31] #ohana,#trailblazer [31] #career,#careers [31] #job,#advice [31] #advice,#best [30] #best,#salesforce [30] #admin,#admins Top Word Pairs in Tweet in G6:
[9] #salesforce,platform [8] では,#salesforce [8] #force,stories [8] #force,today's [8] top,#salesforce [8] daily,sorti [8] salesforce,daily [8] に挑戦した方を応援します,#企業公式春のフォロー祭り [8] #salesforce,#force [8] #salesforce,に挑戦した方を応援します Top Word Pairs in Tweet in G7:
[14] quantum,#salesforce [10] mvollmer1,antgrasso [10] curieuxexplorer,nicochan33 [10] nicochan33,mvollmer1 [9] #salesforce,curieuxexplorer [8] antgrasso,labor [8] balaji_sandiego,quantum [7] #salesforce,leader [7] leader,#machinelearning [7] over,cold Top Word Pairs in Tweet in G8:
[69] #tdx23,#salesforce [47] #salesforce,#corpgov [47] #corpgov,#csuite [36] #csuite,#saas [35] #crm,#sales [30] #workday,#healthtech [30] #saas,#workday [29] #javascript,#python [29] #sales,#javascript [28] #cx,#web3 Top Word Pairs in Tweet in G9:
[24] related,sessions [24] #einsteinbots,related [13] #tdx23,historic [13] #salesforce,#einstein [13] #einstein,#generativeai [13] miss,#einsteinbots [13] historic,miss [12] #developer,#conference [12] #trailblazer,#developer [11] #generativeai,#crm Top Word Pairs in Tweet in G10:
[10] einstein,gpt [9] unveiled,plans [9] firms,push [9] push,further [9] #enterprise,tech [9] #salesforce,week [9] #microsoft,#salesforce [9] #generativeai,#microsoft [9] further,#generativeai [9] tech,firms Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G5:
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Top Replied-To in G7:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G5:
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Top Tweeters in Entire Graph:
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Top Tweeters in G2:
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Top Tweeters in G5:
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Top Tweeters in G10: