The graph represents a network of 3,066 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, 14 December 2020 at 05:17 UTC.
The requested start date was Monday, 14 December 2020 at 01:01 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 9-day, 21-hour, 28-minute period from Thursday, 03 December 2020 at 14:46 UTC to Sunday, 13 December 2020 at 12:15 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 : 3066
Unique Edges : 2552
Edges With Duplicates : 11320
Total Edges : 13872
Number of Edge Types : 5
Retweet : 4181
MentionsInRetweet : 5306
Tweet : 2739
Mentions : 1571
Replies to : 75
Self-Loops : 2864
Reciprocated Vertex Pair Ratio : 0.024
Reciprocated Edge Ratio : 0.046875
Connected Components : 463
Single-Vertex Connected Components : 365
Maximum Vertices in a Connected Component : 2407
Maximum Edges in a Connected Component : 12948
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.917959
Graph Density : 0.000463112237677032
Modularity : 0.268361
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,066 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, 14 December 2020 at 05:17 UTC.
The requested start date was Monday, 14 December 2020 at 01:01 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 9-day, 21-hour, 28-minute period from Thursday, 03 December 2020 at 14:46 UTC to Sunday, 13 December 2020 at 12:15 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:
[229] #salesforce,#slack [162] #slack,#salesforce [145] 27,billion [141] another,#salesforce [138] #salesforce,gem [114] #salesforce,#crm [112] ãƒ,ム[94] #sales,#salesforce [94] slack,27 [91] #salesforce,#youtuber Top Word Pairs in Tweet in G1:
[108] #salesforce,#slack [92] 27,billion [67] #slack,#salesforce [61] #salesforce,#crm [60] slack,27 [52] another,#salesforce [51] level,#salesforce [50] davidgiller,another [50] #salesforce,gem [48] today,fantastic Top Word Pairs in Tweet in G2:
[39] #slack,#salesforce [34] ãƒ,ム[30] #salesforce,#slack [19] #collaboration,software [19] software,#slack [19] #salesforce,übernommen [19] übernommen,slack [19] slack,stellt [19] stellt,zentrale [19] zentrale,lösung Top Word Pairs in Tweet in G3:
[27] #salesforce,#slack [23] #slack,#salesforce [17] slackhq,27 [16] salesforce,#salesforce [16] 27,billion [14] need,know [14] #salesforce,#sfdc [14] #salesforcetraining,#salesforcecertified [13] salesforce,acquired [13] #salesforce,#salesforcetraining Top Word Pairs in Tweet in G4:
[44] another,#impactsalesforcesaturday [42] speaker,arnab [41] join,another [41] arnab,sengupta [37] #salesforce,#trailblazercommunity [36] #salesforce,#trailhead [35] win,200 [32] sengupta,topic [32] 200,sf [32] sf,certification Top Word Pairs in Tweet in G5:
[22] #salesforce,#slack [19] #database,#design [16] #slack,27 [16] #application,#backend [15] slack,konkurrenz [15] konkurrenz,google [15] google,microsoft [15] microsoft,co [15] co,kommunikations [15] kommunikations,collaborations Top Word Pairs in Tweet in G6:
[91] #salesforce,#youtuber [81] #youtuber,#nocode [47] î,î [44] #crm,#df2u [43] #entrepreneur,#marketing [43] #marketing,#sales [43] #sales,#crm [42] #salesforce,#entrepreneur [42] #nocode,#youtube始めました [39] #trailhead,#trailblazer Top Word Pairs in Tweet in G7:
[88] another,#salesforce [88] #salesforce,gem [39] #java,#javascript [39] #javascript,#perl [39] #perl,#php [39] #php,#ruby [39] #ruby,#pyhon [39] #pyhon,#swift [39] #swift,#objectivec [39] #objectivec,#kotlin Top Word Pairs in Tweet in G8:
[50] world,economic [48] economic,forum [43] #covid19,important [43] important,thread [43] thread,#imperial [43] #imperial,college [43] college,world [43] forum,#wef [43] #wef,#salesforce [42] elleprovocateur,#covid19 Top Word Pairs in Tweet in G9:
[18] lightning,flow [18] #salesforce,#flowohana [17] #spring21,#salesforce [16] rakeshistom,salesforceadmns [15] salesforceadmns,prior [15] prior,value [15] value,record [15] record,lightning [15] flow,#spring21 [10] #flowohana,#treasurehubâ Top Word Pairs in Tweet in G10:
[11] einstein,automate [9] #salesforce,#df2u [7] dreamforce,2020 [5] #salesforce,#blog [5] denying,#salesforce [5] #salesforce,#cpqsoftware [5] #cpqsoftware,significantly [5] significantly,accelerate [5] accelerate,sales [5] sales,teams Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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Top Tweeters in G10: