The graph represents a network of 2,703 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, 10 August 2020 at 04:06 UTC.
The requested start date was Monday, 10 August 2020 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 10-day, 14-hour, 18-minute period from Thursday, 30 July 2020 at 07:15 UTC to Sunday, 09 August 2020 at 21:33 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 : 2703
Unique Edges : 2628
Edges With Duplicates : 13464
Total Edges : 16092
Number of Edge Types : 5
Retweet : 4637
MentionsInRetweet : 7109
Tweet : 2122
Mentions : 2118
Replies to : 106
Self-Loops : 2252
Reciprocated Vertex Pair Ratio : 0.0369306524415265
Reciprocated Edge Ratio : 0.0712307083498219
Connected Components : 285
Single-Vertex Connected Components : 217
Maximum Vertices in a Connected Component : 2303
Maximum Edges in a Connected Component : 15607
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.277049
Graph Density : 0.000691996419253986
Modularity : 0.254848
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,703 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, 10 August 2020 at 04:06 UTC.
The requested start date was Monday, 10 August 2020 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 10-day, 14-hour, 18-minute period from Thursday, 30 July 2020 at 07:15 UTC to Sunday, 09 August 2020 at 21:33 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:
[868] ãƒ,ム[199] #lightningchampion,#salesforce [189] #salesforce,#newdelhisfdcdug [187] #impactsalesforcesaturday,#lightningchampion [175] #newdelhisfdcdug,#j2s [171] newdelhisfdcdug,motiharisfdg [155] #j2s,newdelhisfdcdug [120] #salesforce,salesforce [116] salesforce,developer [109] motiharisfdg,trailhead Top Word Pairs in Tweet in G1:
[74] hiring,gigminds [62] #salesforce,#crm [53] #trailhead,#trailblazer [49] #salesforce,#ohana [47] #trailblazer,#toptrailblazers [46] salesforce,developer [46] work,#trailhead [42] #toptrailblazers,#salesforce [41] #salescloud,#servicecloud [39] marketing,cloud Top Word Pairs in Tweet in G2:
[185] #lightningchampion,#salesforce [179] #salesforce,#newdelhisfdcdug [176] #impactsalesforcesaturday,#lightningchampion [165] #newdelhisfdcdug,#j2s [164] newdelhisfdcdug,motiharisfdg [148] #j2s,newdelhisfdcdug [106] motiharisfdg,trailhead [96] #salesforcedaily,daily [96] daily,tip [86] #heroku,#impactsalesforcesaturday Top Word Pairs in Tweet in G3:
[106] ãƒ,ム[13] æ,æ [10] ãƒ,æ [7] æ,ム[7] #sales,#salesforce [7] #innovation,#technology [6] ãƒ,ç [6] ç,æ [6] #crm,#salesforce [6] marketing,cloud Top Word Pairs in Tweet in G4:
[27] success,story [25] customer,success [25] story,utilizing [22] salesforce,partnerforce [21] utilizing,salesforce [19] corrao_group,customer [18] partnerforce,#salesforce [16] marketing,cloud [15] feedback,management [14] #cloud,#tech Top Word Pairs in Tweet in G5:
[37] #salesforce,#learnsalesforce [27] training,users [27] users,#salesforce [26] danieljpeter,training [17] north,england [16] demoing,interactive [16] interactive,prototype [16] prototype,client [16] client,#salesforce [15] england,user Top Word Pairs in Tweet in G6:
[678] ãƒ,ム[78] ãƒ,ç [70] #salesforce,#youtuber [68] #youtuber,#vlog [48] #youtubeå,ÿ [47] ç,šã [46] #vlog,#youtubeå [45] æ,æ [44] æ,ÿèƒ [39] ãƒ,トã Top Word Pairs in Tweet in G7:
[29] #alternativelending,#cloudmybiz [29] #cloudmybiz,#mca [28] back,work [28] #fundingo,#salesforce [27] #mca,#lending [27] #cloudvandana,#salesforce [27] #salesforce,#salesforcepartner [27] #salesforcepartner,#salesforceconsultant [27] #salesforceconsultant,#salesforceservices [27] #salesforceservices,#crm Top Word Pairs in Tweet in G8:
[31] dear,#ohana [31] #ohana,#salesforce [31] #salesforce,family [31] family,looking [31] looking,opportunity [31] opportunity,jun [31] jun,salesforce [31] salesforce,administrator [31] administrator,love [30] monique_erinna,dear Top Word Pairs in Tweet in G9:
[91] #salesforce,salesforce [59] salesforce,#salesforce [19] salesforce,salesforce [18] #fintech,#nptech [16] learn,more [14] learn,set [14] financial,services [13] admin,group [13] set,household [13] household,account Top Word Pairs in Tweet in G10:
[12] #cyberattack,#privacy [10] #cybersecurity,#pubg [10] hey,ohana [10] ohana,please [10] please,meet [10] meet,jasonrochester9 [10] jasonrochester9,army [10] army,vet [10] vet,cpr [10] cpr,lifesaver Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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Top Mentioned in G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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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: