The graph represents a network of 2,342 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 05:41 UTC.
The tweets in the network were tweeted over the 1359-day, 10-hour, 39-minute period from Saturday, 27 April 2019 at 14:21 UTC to Monday, 16 January 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 : 2342
Unique Edges : 1656
Edges With Duplicates : 6645
Total Edges : 8301
Number of Edge Types : 8
Retweet : 1776
MentionsInRetweet : 2304
Tweet : 2459
Mentions : 1241
Replies to : 163
MentionsInReplyTo : 140
Quote : 179
MentionsInQuote : 39
Self-Loops : 3182
Reciprocated Vertex Pair Ratio : 0.0362694300518135
Reciprocated Edge Ratio : 0.07
Connected Components : 799
Single-Vertex Connected Components : 578
Maximum Vertices in a Connected Component : 1072
Maximum Edges in a Connected Component : 5251
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.531415
Graph Density : 0.000401267860523669
Modularity : 0.292435
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,342 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 1/15/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 16 January 2023 at 05:41 UTC.
The tweets in the network were tweeted over the 1359-day, 10-hour, 39-minute period from Saturday, 27 April 2019 at 14:21 UTC to Monday, 16 January 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:
[288] #salesforce,#crm [183] #wef,#davos [174] salesforce,stock [173] stock,crm [162] passle,timothy_hughes [161] today,#salesforce [152] #davos,#salesforce [151] #crm,#stocks [150] rose,today [150] crm,rose Top Word Pairs in Tweet in G1:
[72] #salesforce,#sales [42] #thetrendwillout,#salesforce [40] order,#thetrendwillout [40] entire,order [40] 30,entire [33] #salesforce,#crm [30] #chandeliers,#ceilinglight [30] #ceilinglight,#pendantlight [30] #lightning,#lights [30] #sales,#tablelamp Top Word Pairs in Tweet in G2:
[56] salesforce,lay [55] 10,staff [55] lay,10 [55] staff,cut [55] office,space [55] cut,office [55] space,#salesforce [45] step,down [45] #salesforce,#slack [45] january,#salesforce Top Word Pairs in Tweet in G3:
[172] salesforce,stock [172] #salesforce,#crm [172] stock,crm [149] #crm,#stocks [149] reason,salesforce [149] rose,today [149] crm,rose [149] #stocks,#investing [149] today,#salesforce [148] press_reach,reason Top Word Pairs in Tweet in G4:
[61] #salesforce,#cloud [56] cv,files [51] #remote,#developers [49] #developers,#reactjs [46] #reactjs,#nodejs [40] #nodejs,#nodejsdeveloper [37] #cloud,#softwaredevelopment [37] #nodejsdeveloper,#java [35] #python,#laravel [35] #laravel,#php Top Word Pairs in Tweet in G5:
[13] time,projects [12] amazing,gemziebeth [12] #vision,#governance [12] calculator,app [12] projects,using [12] clock,app [12] lwc,bmi [12] advice,#vision [12] app,weather [12] packed,full Top Word Pairs in Tweet in G6:
[14] ikishorebt,sir [13] #salesforce,#shrm [13] #shrm,#csuite [11] hiring,salesforce [11] highly,grateful [11] meetup,thank [11] visit,latest [11] ecosystem,please [11] sir,organising [11] grateful,present Top Word Pairs in Tweet in G7:
[160] passle,timothy_hughes [142] dlaignite,#socialselling [136] #sales,#salestips [133] #socialselling,#digitalselling [131] #salestips,#salesleader [116] #digitalselling,#sales [110] timothy_hughes,dlaignite [83] #salesleader,#salesforce [38] 2023,passle [36] linkedin,passle Top Word Pairs in Tweet in G8:
[12] myself,barely [12] watch,myself [12] thing,ask [12] help,watch [12] hopefully,make [12] barely,hopefully [12] last,thing [12] payment,asking [12] ask,help [12] house,payment Top Word Pairs in Tweet in G9:
[10] one,america's [10] named,one [9] again,named [9] proud,#salesforce [9] row,still [9] going,strong [9] strong,proud [9] years,row [9] #salesforce,once [9] once,again Top Word Pairs in Tweet in G10:
[10] categories,tickets [10] awesome,see [10] see,#financialforcepartner [10] two,#vipawards [10] slalom,recognized [10] #financialforcepartner,slalom [10] #vipawards,categories [10] finalist,two [10] recognized,finalist [9] debashton,awesome Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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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:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: