The graph represents a network of 7,153 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 Friday, 07 August 2020 at 16:26 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 39-minute period from Wednesday, 29 July 2020 at 14:00 UTC to Friday, 07 August 2020 at 15:40 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 : 7153
Unique Edges : 8022
Edges With Duplicates : 5380
Total Edges : 13402
Number of Edge Types : 5
Retweet : 3773
Tweet : 5173
MentionsInRetweet : 1863
Mentions : 2275
Replies to : 318
Self-Loops : 5378
Reciprocated Vertex Pair Ratio : 0.0297533810660302
Reciprocated Edge Ratio : 0.05778739184178
Connected Components : 2773
Single-Vertex Connected Components : 1952
Maximum Vertices in a Connected Component : 2535
Maximum Edges in a Connected Component : 7058
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.223573
Graph Density : 0.000126509394690859
Modularity : 0.54723
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 7,153 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 Friday, 07 August 2020 at 16:26 UTC.
The tweets in the network were tweeted over the 9-day, 1-hour, 39-minute period from Wednesday, 29 July 2020 at 14:00 UTC to Friday, 07 August 2020 at 15:40 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:
[357] social,media [350] lead,generation [318] #facebook,#linkedin [293] #facebook,#instagram [290] #linkedin,#twitter [290] #twitter,#linkedin [255] #linkedin,profile [248] #linkedin,help [239] more,know [238] know,anyone Top Word Pairs in Tweet in G1:
[154] #facebook,#instagram [131] social,media [114] #twitter,#facebook [111] #twitter,#linkedin [99] linkedin,profile [84] #facebook,#twitter [80] #tumblr,#linkedin [73] white,spots [73] spots,face [73] face,possible Top Word Pairs in Tweet in G2:
[72] #careers,#jobsearch [62] found,hired [62] group,#jobseekers [62] #jobseekers,#careerists [62] #careerists,#jobs [62] #jobs,#careers [62] #jobsearch,#jobhunting [55] #jobhunting,#gethired [45] #javascript,#linkedin [45] linkedin,profile Top Word Pairs in Tweet in G3:
[272] lead,generation [152] #linkedin,#twitter [144] linkedin,twitter [122] twitter,lead [111] generation,make [111] make,#linkedin [111] #twitter,lead [111] generation,easy [111] easy,business [111] business,work Top Word Pairs in Tweet in G4:
[234] #education,msg [234] msg,#linkedin [234] #linkedin,help [234] help,mr [234] mr,thambi [234] thambi,auto [234] auto,driver [234] driver,struggling [234] struggling,support [234] support,online Top Word Pairs in Tweet in G5:
[53] #twitter,#instagram [52] #facebook,#pinterest [51] red,social [50] #hadith,#goldenwords [50] #goldenwords,#updatesonislam [50] #updatesonislam,#tumblr [50] #tumblr,#linkedin [50] #linkedin,#googleplus [50] #googleplus,#facebook [50] #pinterest,#twitter Top Word Pairs in Tweet in G6:
[63] réseaux,sociaux [55] sociaux,plus [55] plus,incitatifs [55] #b2b,#linkedin [55] #linkedin,45 [55] 45,#facebook [55] #facebook,41 [55] 41,#instagram [55] #instagram,11 [55] 11,#twitter Top Word Pairs in Tweet in G7:
[84] #machinelearning,#datascience [83] #adtech,#advertising [83] #advertising,#datamining [83] #datamining,#iot [83] #iot,#ai [83] #ai,#marketing [83] #bigdata,#digitalmarketing [83] #datascience,#seo [81] #dataanalytics,#linkedin [80] #seo,#analytics Top Word Pairs in Tweet in G8:
[6] early,bed [6] bed,early [6] early,rise [5] let's,keep [5] keep,#worktrends [5] #worktrends,conversation [5] conversation,going [5] going,join [5] join,talentculture [5] talentculture,group Top Word Pairs in Tweet in G9:
[37] #kayhanlife,#topstories [37] 2020,visit [37] visit,follow [37] follow,kayhanlife [37] kayhanlife,#instagram [37] #instagram,#facebook [37] #facebook,#linkedin [37] #linkedin,#telegram [37] #telegram,#youtube [37] #youtube,#twitter Top Word Pairs in Tweet in G10:
[11] exposure,content [11] more,#socialmedia [11] overheard,ep [11] ckroks,fuhsionmktg [10] social,chatter [8] more,organic [8] #socialmedia,#smm [8] socialchefs,ckroks [7] #linkedin,rolls [7] lead,gen 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 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 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: