The graph represents a network of 2,231 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 05:38 UTC.
The tweets in the network were tweeted over the 1522-day, 20-hour, 15-minute period from Thursday, 06 December 2018 at 04:44 UTC to Monday, 06 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 : 2231
Unique Edges : 1724
Edges With Duplicates : 6365
Total Edges : 8089
Number of Edge Types : 8
Tweet : 2814
Quote : 146
MentionsInQuote : 35
Retweet : 1494
MentionsInRetweet : 1958
Mentions : 1317
Replies to : 150
MentionsInReplyTo : 175
Self-Loops : 3754
Reciprocated Vertex Pair Ratio : 0.0394594594594595
Reciprocated Edge Ratio : 0.0759230369214769
Connected Components : 968
Single-Vertex Connected Components : 772
Maximum Vertices in a Connected Component : 875
Maximum Edges in a Connected Component : 4908
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.237192
Graph Density : 0.000386522563229504
Modularity : 0.271908
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 2,231 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 2/5/2023 5:00:35 PM. The network was obtained from Twitter on Monday, 06 February 2023 at 05:38 UTC.
The tweets in the network were tweeted over the 1522-day, 20-hour, 15-minute period from Thursday, 06 December 2018 at 04:44 UTC to Monday, 06 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:
[297] #salesforce,#sales [184] #thetrendwillout,#salesforce [184] best,crms [182] crms,automation [182] integrations,comparison [182] automation,integrations [162] apply,#salesforce [160] #salesforce,#job [159] #remote,#contract [159] #job,#remote Top Word Pairs in Tweet in G1:
[237] #salesforce,#sales [184] #thetrendwillout,#salesforce [157] automation,integrations [157] crms,automation [157] integrations,comparison [157] best,crms [111] #lightning,#lights [111] #sales,#tablelamp [105] #tablelamp,#lamps [103] #lights,#chandeliers Top Word Pairs in Tweet in G2:
[10] passed,salesforce [9] congrats,radnip [9] sawantakshata02,bob_buzzard [9] gemziebeth,louiselockie [9] radnip,sawantakshata02 [9] big,congrats [9] louiselockie,making [9] bob_buzzard,adamfoyston [9] adamfoyston,gemziebeth [8] cloudgalacticos,big Top Word Pairs in Tweet in G3:
[159] #job,#remote [159] #salesforce,#job [159] #remote,#contract [159] apply,#salesforce [158] #contract,#freelancer [134] badge,trailhead [92] trailhead,#salesforce [84] united,states [84] states,apply [84] location,united Top Word Pairs in Tweet in G4:
[157] passle,timothy_hughes [113] #socialselling,#digitalselling [109] dlaignite,#socialselling [104] timothy_hughes,dlaignite [102] #salestips,#salesleader [102] #sales,#salestips [96] #digitalselling,#sales [52] #salesleader,#salesforce [32] #prospecting,#coldcalling [28] #salesforce,#prospecting Top Word Pairs in Tweet in G5:
[48] cv,files [41] #developers,#reactjs [41] #reactjs,#nodejs [41] #remote,#developers [39] #nodejs,#nodejsdeveloper [38] #nodejsdeveloper,#java [35] #cloud,#softwaredevelopment [35] #java,#python [35] #python,#laravel [35] #php,#salesforce Top Word Pairs in Tweet in G6:
[18] spring,'23 [18] co,cu0hdpbdam [16] monikasfdc,co [13] next,episode [13] cu0hdpbdam,next [11] episode,series [10] learn,more [9] #lwc,lwc [9] odaseva,proud [9] conditional,statements Top Word Pairs in Tweet in G7:
[136] #startup,#data4good [123] #cloudcomputing,#startup [123] #hr,#cloudcomputing [86] #corpgov,#salesforce [84] #finserv,#csr [84] #csr,#csuite [83] #salesforce,#finserv [83] #hrtech,#corpgov [80] #data4good,#salesforce [56] martinhoyes,#hr Top Word Pairs in Tweet in G8:
[9] career,path [8] panaya,foresight [7] groups,without [7] hand,help [7] end,users [7] navigate,wide [7] path,look [7] look,end [7] anyone,comes [7] comes,underrepresented Top Word Pairs in Tweet in G9:
[19] meighansf,good [19] more,mvp [19] believe,meighansf [19] strong,woman [19] architect,par [19] mvp,true [19] leader,architect [19] woman,leader [19] good,friend [19] friend,more Top Word Pairs in Tweet in G10:
[9] hullo,hive [9] word,think [9] one,word [9] hive,brain [9] think,continually [9] world,oh [9] continually,misused [9] #salesforce,world [9] misused,#salesforce [9] brain,one 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 G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
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: