The graph represents a network of 2,717 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, 26 April 2021 at 04:21 UTC.
The requested start date was Monday, 26 April 2021 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 9-day, 18-hour, 53-minute period from Thursday, 15 April 2021 at 16:46 UTC to Sunday, 25 April 2021 at 11:39 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 : 2717
Unique Edges : 2280
Edges With Duplicates : 11543
Total Edges : 13823
Number of Edge Types : 5
Retweet : 4294
MentionsInRetweet : 5444
Tweet : 2819
Mentions : 1192
Replies to : 74
Self-Loops : 2923
Reciprocated Vertex Pair Ratio : 0.0170357751277683
Reciprocated Edge Ratio : 0.033500837520938
Connected Components : 338
Single-Vertex Connected Components : 257
Maximum Vertices in a Connected Component : 2251
Maximum Edges in a Connected Component : 13150
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.166183
Graph Density : 0.000566308352526475
Modularity : 0.262265
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 2,717 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, 26 April 2021 at 04:21 UTC.
The requested start date was Monday, 26 April 2021 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 9-day, 18-hour, 53-minute period from Thursday, 15 April 2021 at 16:46 UTC to Sunday, 25 April 2021 at 11:39 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:
[225] #salesforce,#crm [183] #salesforce,#training [182] #nptel,#swayam [182] #swayam,#iit [182] #iit,#iisc [182] #iisc,#exams [182] #exams,#salesforceapex [178] #salesforceapex,#salesforceexam [176] #salesforceexam,#salesforceapex [176] #salesforceapex,#salesforce Top Word Pairs in Tweet in G1:
[87] #salesforce,#salesforcepartner [78] #cloudvandana,#salesforce [70] learn,more [63] #salesforce,#crm [57] #salesforcepartner,#salesforceconsultant [54] #trailblazer,#toptrailblazers [53] #toptrailblazers,#salesforce [52] #salesforceconsultant,#salesforceservices [51] #salesforce,#ohana [51] earned,module Top Word Pairs in Tweet in G2:
[72] june,23 [65] gather,globally [63] join,june [63] 23,gather [62] globally,#trailblazers [62] #trailblazers,looking [61] looking,expand [60] ready,#tdx21 [56] #tdx21,join [42] salesforcedevs,salesforceadmns Top Word Pairs in Tweet in G3:
[11] #salesforce,#crm [9] #salesforce,administrator [9] administrator,#münchen [9] #münchen,gesucht [9] gesucht,sicher [9] sicher,bewerben [6] #sales,#salesforce [5] #crm,#salesforce [5] #salesforce,#summer21 [4] #salesforce,crm Top Word Pairs in Tweet in G4:
[181] #nptel,#swayam [181] #swayam,#iit [181] #iit,#iisc [181] #iisc,#exams [181] #exams,#salesforceapex [178] #salesforceapex,#salesforceexam [176] #salesforceexam,#salesforceapex [176] #salesforceapex,#salesforce [149] #salesforce,#training [147] #trailhead,#certification Top Word Pairs in Tweet in G5:
[72] jan,25 [72] 25,2019 [55] jane,goodall [54] 2019,davos [54] davos,#4ir [54] #4ir,panel [54] panel,jane [54] goodall,bono [54] bono,greta [54] greta,thunberg Top Word Pairs in Tweet in G6:
[34] #wellbeing,#nonprofit [31] #hranalytics,#wellbeing [25] #deib,#diversity [22] salesforceorg,#salesforce [18] #volunteer,#deib [17] #diversity,#mentalhealth [17] #csr,#hrtech [17] #learning,#upskilling [13] martinhoyes,#volunteer [13] #mentalhealth,#hranalytics Top Word Pairs in Tweet in G7:
[27] yoshikiofficial,yoshikichannel [27] yoshikichannel,benioff [27] benioff,salesforce [27] salesforce,salesforcejapan [27] salesforcejapan,yoshiki [27] yoshiki,ઽᵃⁿ [27] ઽᵃⁿ,予想してました [27] 予想してました,ฅ [27] ฅ,ฅ [27] ฅ,#yoshiki Top Word Pairs in Tweet in G8:
[7] #salesforce,release [7] artificial,intelligence [6] salesforce,certification [6] time,year [6] year,again [6] again,another [6] another,#salesforce [6] release,nearly [6] nearly,upon [6] upon,means Top Word Pairs in Tweet in G9:
[24] found,#salesforce [24] #salesforce,#summer21 [24] #summer21,explicit [24] explicit,control [24] control,user [24] user,system [24] system,mode [24] mode,database [24] database,operations [24] operations,apex Top Word Pairs in Tweet in G10:
[22] plans,start [22] start,99 [21] 99,learning [21] learning,starts [21] starts,immediately [15] #salesforce,user [14] many,reasons [14] reasons,team [14] team,experiencing [14] experiencing,poor Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G10: