The graph represents a network of 10,353 Twitter users whose recent tweets contained "(Digital OR Online) Exhibiiton OR Engagement OR Outreach", 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 Thursday, 18 November 2021 at 22:47 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 41-minute period from Wednesday, 10 November 2021 at 03:21 UTC to Thursday, 18 November 2021 at 22:02 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 : 10353
Unique Edges : 12745
Edges With Duplicates : 1868
Total Edges : 14613
Number of Edge Types : 5
Tweet : 2134
Mentions : 2569
Retweet : 5586
MentionsInRetweet : 3337
Replies to : 987
Self-Loops : 2223
Reciprocated Vertex Pair Ratio : 0.026555652936021
Reciprocated Edge Ratio : 0.0517373858106378
Connected Components : 2531
Single-Vertex Connected Components : 1139
Maximum Vertices in a Connected Component : 1090
Maximum Edges in a Connected Component : 2170
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 3.969965
Graph Density : 0.000109289305446636
Modularity : 0.82947
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 10,353 Twitter users whose recent tweets contained "(Digital OR Online) Exhibiiton OR Engagement OR Outreach", 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 Thursday, 18 November 2021 at 22:47 UTC.
The tweets in the network were tweeted over the 8-day, 18-hour, 41-minute period from Wednesday, 10 November 2021 at 03:21 UTC to Thursday, 18 November 2021 at 22:02 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 : (Digital OR Online) Exhibiiton OR Engagement OR Outreach
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:
[984] high,engagement [969] earlier,year [965] direct,digital [965] digital,commerce [965] record,high [965] active,users [964] nike,vp [964] vp,direct [964] commerce,comments [964] comments,sucess Top Word Pairs in Tweet in G1:
[92] social,media [77] digital,engagement [62] customer,engagement [58] online,engagement [40] digital,marketing [36] learn,more [32] engagement,online [32] digital,tools [31] engagement,digital [30] community,engagement Top Word Pairs in Tweet in G2:
[963] nike,vp [963] vp,direct [963] direct,digital [963] digital,commerce [963] commerce,comments [963] comments,sucess [963] sucess,company [963] company,saw [963] saw,partnership [963] partnership,megan Top Word Pairs in Tweet in G3:
[440] digital,transformation [439] transformation,really [439] really,going [439] going,stick [439] stick,companies [439] companies,realized [439] realized,efficient [439] efficient,agile [439] agile,grow [439] grow,retain Top Word Pairs in Tweet in G4:
[204] anyway,adele [204] adele,engagement [204] engagement,video [204] video,made [204] made,forget [204] forget,few [204] few,minutes [204] minutes,changad [204] changad,online [204] online,fundraise Top Word Pairs in Tweet in G5:
[169] digital,economy [98] #googleforindia,shared [98] shared,supporting [98] supporting,more [98] more,inclusive [98] inclusive,digital [98] economy,expanding [98] expanding,access [98] access,google [98] google,career Top Word Pairs in Tweet in G6:
[31] customer,engagement [28] digital,transformation [28] digital,future [26] future,initiative [26] digital,marketing [25] learn,more [21] read,more [20] welcoming,eu [20] eu,collaboration [20] collaboration,cybersecurity Top Word Pairs in Tweet in G7:
[192] local,fanbase [192] fanbase,fanaccount [192] fanaccount,online [192] increase,engagement [139] online,see [139] see,please [139] please,kindly [139] kindly,quote [111] 3am,kst [111] kst,engage Top Word Pairs in Tweet in G8:
[216] social,media [144] boost,social [72] engagement,related [72] related,issue [72] issue,solved [72] solved,no1 [72] no1,nigeria [72] nigeria,digital [72] digital,media [72] media,site Top Word Pairs in Tweet in G9:
[117] big,thank [117] thank,secgov [117] secgov,commissioner [117] commissioner,hesterpeirce [117] hesterpeirce,spending [117] spending,time [117] time,discussing [117] discussing,state [117] state,crypto [117] crypto,regulation Top Word Pairs in Tweet in G10:
[104] reinventing,way [104] way,fans [104] fans,engage [104] engage,passion [104] passion,swiss [104] swiss,leading [104] leading,company [104] company,reinvents [104] reinvents,global [104] global,sports Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G5:
Top Mentioned in G6:
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: