The graph represents a network of 8,543 Twitter users whose recent tweets contained "#LinkedIn", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 26 February 2020 at 04:45 UTC.
The tweets in the network were tweeted over the 9-day, 17-hour, 15-minute period from Sunday, 16 February 2020 at 10:55 UTC to Wednesday, 26 February 2020 at 04:11 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 : 8543
Unique Edges : 9389
Edges With Duplicates : 6554
Total Edges : 15943
Number of Edge Types : 5
Tweet : 5729
Retweet : 2971
Replies to : 509
MentionsInRetweet : 3480
Mentions : 3254
Self-Loops : 5877
Reciprocated Vertex Pair Ratio : 0.019856303069889
Reciprocated Edge Ratio : 0.0389394133469963
Connected Components : 3215
Single-Vertex Connected Components : 2258
Maximum Vertices in a Connected Component : 2910
Maximum Edges in a Connected Component : 8262
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.272888
Graph Density : 0.000106982860515316
Modularity : 0.553693
NodeXL Version : 1.0.1.424
Data Import : The graph represents a network of 8,543 Twitter users whose recent tweets contained "#LinkedIn", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 26 February 2020 at 04:45 UTC.
The tweets in the network were tweeted over the 9-day, 17-hour, 15-minute period from Sunday, 16 February 2020 at 10:55 UTC to Wednesday, 26 February 2020 at 04:11 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 : TwitterSearch
Graph Term : #LinkedIn
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:
[412] #twitter,#linkedin [400] social,media [365] #facebook,#twitter [334] #linkedin,profile [283] linkedin,profile [280] #facebook,#linkedin [234] #facebook,#instagram [223] learn,#linkedin [222] #instagram,#linkedin [219] lead,generation Top Word Pairs in Tweet in G1:
[159] social,media [136] #twitter,#linkedin [118] #facebook,#twitter [95] #facebook,#instagram [80] #facebook,#linkedin [79] #linkedin,profile [78] #instagram,#linkedin [77] linkedin,profile [67] #linkedin,#socialmedia [61] #linkedin,#twitter Top Word Pairs in Tweet in G2:
[36] #jobsearchtips,#career [33] linkedin,profile [31] #linkedin,profile [31] masterclass,training [28] #linkedin,linkedin [27] #linkedintips,#linkedinlearning [27] 27,30 [26] #bigdata,#ai [24] #linkedintips,#career [23] job,search Top Word Pairs in Tweet in G3:
[86] #linkedin,#marketing [69] trends,2020 [69] mrkevindturner,greatresume [67] hot,#linkedin [67] #linkedin,trends [67] 2020,experts [67] experts,includes [67] includes,advice [67] careersherpa,mrkevindturner [67] greatresume,andyxfoote Top Word Pairs in Tweet in G4:
[50] votre,profil [42] quels,sont [42] social,selling [40] #linkedin,quels [34] section,vedette [33] #socialmedia,#socialselling [33] nouvelle,section [33] réseau,social [32] mars,2020 [31] valoriser,ses Top Word Pairs in Tweet in G5:
[214] #writers,lost [214] lost,job [214] job,know [214] know,read [214] read,#blogpost [214] #blogpost,learn [214] learn,#linkedin [214] #linkedin,tells [214] tells,#amwriting [214] #amwriting,#writingcommunity Top Word Pairs in Tweet in G6:
[52] geoff,#linkedin [28] cheers,geoff [28] geoff,#geoffreycole [27] #geoffreycole,#linkedin [17] disabled,australian [17] australian,citizen [15] climate,change [13] human,rights [13] young,disabled [12] disabled,kid's Top Word Pairs in Tweet in G7:
[50] #linkedin,#facebook [50] #facebook,#twitter [49] #branding,#marketingdigital [49] #marketingdigital,#b2b [49] #b2b,#b2c [49] #b2c,#entrepreneurship [49] #entrepreneurship,#advertising [49] #advertising,#digitalmarketing [49] #digitalmarketing,#marketing [49] #marketing,#ai Top Word Pairs in Tweet in G8:
[25] perfil,linkedin [25] perfil,#linkedin [23] optimizar,perfil [21] buen,perfil [20] #linkedin,#redessociales [19] linkedin,ads [18] consejos,optimizar [18] optimiza,url [18] url,cuenta [18] olvides,keywords Top Word Pairs in Tweet in G9:
[18] paulcroubalian,make [18] make,email [18] email,work [18] work,#linkedin [15] anti,fraud [15] fraud,measures [15] measures,make [15] make,guilty [15] guilty,until [15] until,proven Top Word Pairs in Tweet in G10:
[18] types,linkedin [18] linkedin,requests [18] requests,cartoon [18] #marketing,#linkedin [18] #linkedin,#personalbranding [17] cartoon,networking [17] networking,personal [17] personal,branding [17] branding,#marketing [17] #personalbranding,#cartoon 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 G5:
Top Replied-To in G6:
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: