The graph represents a network of 3,452 Twitter users whose tweets in the requested range contained "digitalmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 December 2021 at 00:17 UTC.
The requested start date was Monday, 06 December 2021 at 01:01 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 3-day, 3-hour, 48-minute period from Thursday, 02 December 2021 at 14:05 UTC to Sunday, 05 December 2021 at 17:53 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 : 3452
Unique Edges : 2679
Edges With Duplicates : 10875
Total Edges : 13554
Number of Edge Types : 5
Retweet : 4193
MentionsInRetweet : 4878
Tweet : 3257
Mentions : 1110
Replies to : 116
Self-Loops : 3481
Reciprocated Vertex Pair Ratio : 0.0195195195195195
Reciprocated Edge Ratio : 0.0382916053019146
Connected Components : 1111
Single-Vertex Connected Components : 878
Maximum Vertices in a Connected Component : 1903
Maximum Edges in a Connected Component : 11370
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.877176
Graph Density : 0.00034198359888967
Modularity : 0.299646
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,452 Twitter users whose tweets in the requested range contained "digitalmarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Tuesday, 07 December 2021 at 00:17 UTC.
The requested start date was Monday, 06 December 2021 at 01:01 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 3-day, 3-hour, 48-minute period from Thursday, 02 December 2021 at 14:05 UTC to Sunday, 05 December 2021 at 17:53 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 : digitalmarketing
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:
[860] sign,free [859] need,job [859] job,sign [859] free,middlemen [759] jobpreference,need [506] #artificialintelligence,#machinelearning [499] #digitalmarketing,#ai [480] #job,#jobs [469] #innoavtion,#vr [469] #vr,#ar Top Word Pairs in Tweet in G1:
[133] digital,marketing [83] social,media [73] #digitalmarketing,#marketing [63] #marketing,#digitalmarketing [43] #digitalmarketing,#socialmediamarketing [37] #seo,#digitalmarketing [31] #digitalmarketing,#seo [30] #socialmediamarketing,#digitalmarketing [27] #socialmediamarketing,#socialmedia [26] #socialmedia,#digitalmarketing Top Word Pairs in Tweet in G2:
[93] digital,marketing [76] social,media [60] #digitalmarketing,#onlinemarketing [49] jobpreference,need [49] need,job [49] job,sign [49] sign,free [49] free,middlemen [47] gt,gt [41] #digitalmarketing,#marketing Top Word Pairs in Tweet in G3:
[103] #design,#designthinking [101] #digitalmarketing,#marketing [93] #designthinking,#designcontest [77] social,media [61] #marketing,#seo [56] #designcontest,#digitalmarketing [53] #seo,#digitalmarketing [50] digital,marketing [48] #digitalmarketing,#graphicdesigner [45] #digitalmarketing,#digital Top Word Pairs in Tweet in G4:
[773] need,job [773] job,sign [773] sign,free [773] free,middlemen [673] jobpreference,need [457] #artificialintelligence,#machinelearning [434] #digitalmarketing,#ai [430] #job,#jobs [429] #innoavtion,#vr [426] #vr,#ar Top Word Pairs in Tweet in G5:
[23] nicochan33,mvollmer1 [20] engaging,types [20] types,content [20] content,according [20] according,consumers [20] consumers,images [20] images,videos [20] videos,pole [20] pole,position [20] position,infographic Top Word Pairs in Tweet in G6:
[140] #affiliatemarketing,#gift [128] #gift,#shopping [125] #shopping,#gifts [124] #gifts,#onlineshopping [119] #makemoneyonline,#affiliatemarketing [106] #twitter,#facebook [106] #facebook,#instagram [100] purchases,over [100] over,25 [100] 25,#amazon Top Word Pairs in Tweet in G7:
[18] social,media [18] #marketing,#digitalmarketing [16] code,now25 [15] webtalk,rewards [15] rewards,presentation [15] presentation,earn [15] earn,webtalk [15] 25,code [14] webtalk,#affiliatemarketing [13] artwork,foundation Top Word Pairs in Tweet in G8:
[18] use,sms [18] sms,powered [18] powered,#smsmarketing [18] #smsmarketing,drive [18] drive,more [18] more,business [18] business,#digitalmarketing [18] #digitalmarketing,company [18] company,check [18] check,latest Top Word Pairs in Tweet in G9:
[56] #cscpay,#pure [56] #pure,#play [56] #play,upi_npci [56] upi_npci,based [56] based,#applications [56] #applications,#developed [56] #developed,csc [56] csc,#application [56] #application,provides [56] provides,#safe Top Word Pairs in Tweet in G10:
[22] 1st,#playtoearn [22] #playtoearn,platform [22] platform,various [22] various,gameplay [22] gameplay,modes [22] modes,features [22] features,#gaia [22] #gaia,everworld [22] everworld,#token [22] #token,#rewards Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
Top Mentioned in G7:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: