The graph represents a network of 2,935 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 Monday, 19 September 2022 at 04:46 UTC.
The requested start date was Monday, 19 September 2022 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 11-day, 10-hour, 28-minute period from Monday, 05 September 2022 at 00:21 UTC to Friday, 16 September 2022 at 10:50 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 : 2935
Unique Edges : 2291
Edges With Duplicates : 8833
Total Edges : 11124
Number of Edge Types : 5
Retweet : 2617
MentionsInRetweet : 3234
Tweet : 3331
Replies to : 81
Mentions : 1861
Self-Loops : 3554
Reciprocated Vertex Pair Ratio : 0.0442154255319149
Reciprocated Edge Ratio : 0.084686405603311
Connected Components : 1018
Single-Vertex Connected Components : 761
Maximum Vertices in a Connected Component : 1412
Maximum Edges in a Connected Component : 7629
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.811617
Graph Density : 0.000364753712858352
Modularity : 0.282696
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,935 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 Monday, 19 September 2022 at 04:46 UTC.
The requested start date was Monday, 19 September 2022 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 11-day, 10-hour, 28-minute period from Monday, 05 September 2022 at 00:21 UTC to Friday, 16 September 2022 at 10:50 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:
[631] ãƒ,ム[302] #legaltech,#finserv [278] #hranalytics,#legaltech [245] learn,more [227] #corpgov,#hranalytics [210] #csr,#wef [181] #salesforce,#crm [177] #finserv,#csr [161] #salesforce,#df22 [161] passle,timothy_hughes Top Word Pairs in Tweet in G1:
[148] ãƒ,ム[39] #salesforce,#crm [35] learn,more [35] #brand,#crm [35] #crm,#cx [35] #cx,#digitalchannels [35] #digitalchannels,#health [35] #marca,#multichannel [35] #multichannel,#patientjourney [35] #patientjourney,#representantes Top Word Pairs in Tweet in G2:
[75] salesforce,#salesforce [32] #salesforce,#crm [28] intagralis,#intagralis [28] #crm,#cloud [27] #salesforce,#salesforcejobs [27] #cloud,#technology [25] location,#remote [25] #remote,#uk [25] #uk,details [25] details,please Top Word Pairs in Tweet in G3:
[59] #trailblazer,#trailhead [53] #career,#careers [52] #careers,#job [51] #job,#advice [51] #salesforce,#ohana [49] #advice,#best [47] #ohana,#trailblazer [46] #best,#salesforce [45] #trailhead,#admin [45] #admin,#admins Top Word Pairs in Tweet in G4:
[302] #legaltech,#finserv [278] #hranalytics,#legaltech [227] #corpgov,#hranalytics [210] #csr,#wef [177] #finserv,#csr [141] learn,more [135] #adp,#sap [132] #wef,#hr [131] #csuite,#corpgov [131] #finserv,#cx Top Word Pairs in Tweet in G5:
[138] #remote,#developers [129] #developers,#reactjs [126] #reactjs,#nodejs [101] please,reach [83] #nodejs,#nodejsdeveloper [78] #nodejsdeveloper,#java [77] reach,#remote [71] #java,#python [68] staff,augmentation [67] #python,#laravel Top Word Pairs in Tweet in G6:
[17] #salesforce,community [16] first,#salesforce [16] community,group [16] group,created [16] created,increase [16] increase,visibility [16] visibility,african [16] african,americans [15] ktgthinks,first [15] join,#dreamforce Top Word Pairs in Tweet in G7:
[24] recruitment,rule [19] #salesforce,#developer [17] senior,#salesforce [17] #developer,leaptree [15] salesforce,hiring [15] hiring,software [15] software,engineer [15] engineer,intern [15] intern,batch [15] batch,2024 Top Word Pairs in Tweet in G8:
[16] dreamforce,22 [16] know,more [16] more,salesforce [16] salesforce,pub [16] pub,sub [16] sub,api [15] hey,going [15] going,dreamforce [15] 22,know [15] api,join Top Word Pairs in Tweet in G9:
[161] passle,timothy_hughes [128] #socialselling,#digitalselling [124] dlaignite,#socialselling [113] #salestips,#salesleader [99] #sales,#salestips [99] timothy_hughes,dlaignite [95] #salesleader,#salesenablement [87] #digitalselling,#sales [69] #salesenablement,#salesforce [55] sales,marketing Top Word Pairs in Tweet in G10:
[13] #salesforce,#elongate [10] salesforce,appexchange [9] elongateog,salesforce [9] egwhale,start [9] start,comeback [9] comeback,#eg [9] #eg,#salesforce [9] #elongate,#bullrun [9] #bullrun,coffeebreak_yt [9] coffeebreak_yt,loganpaul 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: