The graph represents a network of 2,276 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 2/19/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 20 February 2023 at 05:40 UTC.
The tweets in the network were tweeted over the 970-day, 13-hour, 18-minute period from Wednesday, 24 June 2020 at 11:41 UTC to Monday, 20 February 2023 at 01:00 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 : 2276
Unique Edges : 1522
Edges With Duplicates : 6815
Total Edges : 8337
Number of Edge Types : 8
Retweet : 1453
MentionsInRetweet : 1897
Tweet : 2797
Mentions : 1188
Quote : 127
MentionsInQuote : 25
Replies to : 302
MentionsInReplyTo : 548
Self-Loops : 3513
Reciprocated Vertex Pair Ratio : 0.0432230522945571
Reciprocated Edge Ratio : 0.0828644501278772
Connected Components : 898
Single-Vertex Connected Components : 721
Maximum Vertices in a Connected Component : 920
Maximum Edges in a Connected Component : 5320
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.347333
Graph Density : 0.000377566194789393
Modularity : 0.269807
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,276 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 2/19/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 20 February 2023 at 05:40 UTC.
The tweets in the network were tweeted over the 970-day, 13-hour, 18-minute period from Wednesday, 24 June 2020 at 11:41 UTC to Monday, 20 February 2023 at 01:00 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:
[201] passle,timothy_hughes [162] #sales,#salestips [154] #salesforce,#sales [142] timothy_hughes,dlaignite [128] #システムエンジニア,#salesforce [127] 金融システム保守開発,#業務委託 [127] salesforce開発経験者募集,週5日 [127] 品川,浜松町 [127] #euc,#金融 [127] 浜松町,現場常駐 Top Word Pairs in Tweet in G1:
[128] #システムエンジニア,#salesforce [127] #vba,#euc [127] 現場常駐,金融システム保守開発 [127] 週5日,品川 [127] salesforce開発経験者募集,週5日 [127] 金融システム保守開発,#業務委託 [127] 浜松町,現場常駐 [127] #業務委託,#システムエンジニア [127] #salesforce,#vba [127] #euc,#金融 Top Word Pairs in Tweet in G2:
[38] #salesforce,salesforce [26] hall,fame [19] mvp,hall [18] better,care [18] care,customers [18] salesforce,mvp [18] businesses,take [18] take,better [18] cmo,sarah [18] sarah,franklin Top Word Pairs in Tweet in G3:
[74] #corpgov,#csuite [65] #data4good,#salesforce [65] #data,#datascience [62] #csuite,#finserv [55] #healthtech,#cx [55] #crm,#sales [55] #cx,#web3 [53] badge,trailhead [51] #datascience,#ai [48] 10,staff Top Word Pairs in Tweet in G4:
[29] #salesforce,#sales [27] salesforce,daily [11] daily,stories [10] datageek,daily [10] #salesforce,に挑戦した方を応援します [10] に挑戦した方を応援します,#企業公式冬のフォロー祭り [10] #フロッグウェル,では [10] では,#salesforce [10] issue,datageek [10] latest,issue Top Word Pairs in Tweet in G5:
[53] shop,sale [53] sale,#salesforce [52] jo_artbyjwp,shop [30] #mugs,#salesforce [30] travel,mugs [30] flash,sale [30] sale,50 [30] 50,coolers [30] mugs,artbyjwp [30] artbyjwp,#mugs Top Word Pairs in Tweet in G6:
[20] salesforce,architect [20] architect,summit [17] hello,ohana [15] #impactsalesforcesaturday,session [15] another,#impactsalesforcesaturday [15] join,another [15] session,2023 [15] 2023,sagarjaipareek [15] ohana,join [13] joining,keynote Top Word Pairs in Tweet in G7:
[15] #salesforce,#digitaltransformation [13] #alexandresfdc,feel [13] ask,questions [13] #awesomeadmin,#alexandresfdc [13] free,ask [13] feel,free [13] questions,salesforce [13] #digitaltransformation,#awesomeadmin [8] flow,course [7] devops,baby Top Word Pairs in Tweet in G8:
[67] begins,taking [67] critical,book [67] taking,1st [67] right,steps [67] 1st,right [67] book,sales [67] steps,critical [67] success,begins [49] sales,goodreads [39] goodreads,barnes Top Word Pairs in Tweet in G9:
[108] #salesforcecertified,#salesforceadmin [108] list,plclcnfpnm63q3ykagmt [108] youtube,watch [108] #salesforce,#salesforcecertified [108] plclcnfpnm63q3ykagmt,dkby7mb8sb6cr [108] #https,youtube [108] #salesforceadmin,#https [104] dkby7mb8sb6cr,index [56] #trailblazer,#trailhead [54] #salesforce,#ohana Top Word Pairs in Tweet in G10:
[8] days,week [8] go,office [8] office,days [8] #salesforce,demanding [8] work,anywhere [8] employees,go [8] anywhere,#salesforce [8] demanding,employees [7] breaking,corporate [6] leadership,work Top Replied-To in Entire Graph:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: