The graph represents a network of 3,129 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 Tuesday, 25 June 2019 at 13:29 UTC.
The requested start date was Monday, 24 June 2019 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 6-day, 12-hour, 32-minute period from Monday, 17 June 2019 at 11:28 UTC to Monday, 24 June 2019 at 00:00 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 : 3129
Unique Edges : 3997
Edges With Duplicates : 3107
Total Edges : 7104
Number of Edge Types : 3
Tweet : 2307
Mentions : 4681
Replies to : 116
Self-Loops : 2307
Reciprocated Vertex Pair Ratio : 0.0464852607709751
Reciprocated Edge Ratio : 0.0888407367280607
Connected Components : 868
Single-Vertex Connected Components : 599
Maximum Vertices in a Connected Component : 1602
Maximum Edges in a Connected Component : 4868
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.745669
Graph Density : 0.000377215374039899
Modularity : 0.50298
NodeXL Version : 1.0.1.413
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[314] #salesforce,#ohana [287] #trailblazer,#toptrailblazers [285] #toptrailblazers,#salesforce [278] #trailhead,#trailblazer [270] work,#trailhead [202] earned,module [202] nice,work [150] check,out [101] #salesforce,salesforce [97] #google,#salesforce Top Word Pairs in Tweet in G1:
[58] check,out [40] #salesforce,#salesforcedevelopers [33] #flosum,#nativerelease [33] #nativerelease,#salesforce [33] #salesforce,#releasemanagement [32] episode,discuss [26] #flosum,#100 [26] #100,native [26] native,#releasemanagement [24] hey,check Top Word Pairs in Tweet in G2:
[291] #salesforce,#ohana [287] #trailblazer,#toptrailblazers [285] #toptrailblazers,#salesforce [277] #trailhead,#trailblazer [270] work,#trailhead [202] earned,module [202] nice,work [95] #salesforce,salesforce [66] great,work [58] earned,project Top Word Pairs in Tweet in G3:
[58] #salesforce,#tableau [25] acquisition,tableau [18] acquire,tableau [18] salesforce's,15 [16] 15,3bn [16] 3bn,acquisition [16] tableau,profoundly [16] profoundly,shift [16] landscape,martechadvisor [15] #salesforce's,acquisition Top Word Pairs in Tweet in G4:
[23] definitely,magical [23] magical,#ohana [23] #ohana,last [23] last,night [23] night,meeting [23] meeting,very [23] very,welcoming [23] welcoming,benioff [23] benioff,#davidblaine [23] #davidblaine,#realormagic Top Word Pairs in Tweet in G5:
[69] companies,#google [69] #google,#salesforce [69] #salesforce,#docusign [69] #docusign,already [69] already,using [69] using,chainlink [69] chainlink,open [69] open,source [69] source,standard [68] onchainventures,companies Top Word Pairs in Tweet in G6:
[22] #connections19,#salesforce [20] #cnx19,#connections19 [18] 15,days [18] days,free [16] #smsmarketing,#sms [16] #sms,#socialmedia [16] #socialmedia,#marketing [16] #marketing,#bulksms [15] free,demo [14] #bulksms,#bulksmsservice Top Word Pairs in Tweet in G7:
[21] crabbermike,verb [15] #salesforce,#microsoft [10] #microsoft,#adobe [9] sap,salesforceorg [9] verb,nothing [9] nothing,#growth [9] #growth,ahead [9] ahead,#gamechanger [9] #gamechanger,many [9] many,#industries Top Word Pairs in Tweet in G8:
[43] hi,ohana [43] ohana,recently [43] recently,found [43] found,out [43] out,#salesforce [43] #salesforce,admin [43] admin,contract [43] contract,end [43] end,soon [43] soon,looking Top Word Pairs in Tweet in G9:
[62] dlaignite,#socialselling [48] social,selling [41] #chatbots,#chatmarketing [41] #chatmarketing,#conversationalmarketing [41] #conversationalmarketing,#conversationalsales [41] #conversationalsales,#salesforce [41] #salesforce,#whatsyourbias [37] isn,t [33] #salesleader,#salesmanagement [28] outsourced,chat Top Word Pairs in Tweet in G10:
[23] marketing,ai [23] ai,matter [23] matter,nancy [23] nancy,koleva [23] koleva,nancykoleva [23] nancykoleva,dataiku [23] dataiku,#marketing [22] jose_garde,marketing [22] #marketing,# [10] artificial,intelligence 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 Replied-To in G10:
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: