The graph represents a network of 4,089 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 Monday, 06 June 2022 at 00:37 UTC.
The requested start date was Monday, 06 June 2022 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 2-day, 4-hour, 11-minute period from Tuesday, 31 May 2022 at 13:41 UTC to Thursday, 02 June 2022 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 : 4089
Unique Edges : 2678
Edges With Duplicates : 9254
Total Edges : 11932
Number of Edge Types : 5
Tweet : 4273
Retweet : 3189
MentionsInRetweet : 3332
Mentions : 1090
Replies to : 48
Self-Loops : 4574
Reciprocated Vertex Pair Ratio : 0.0243079000675219
Reciprocated Edge Ratio : 0.047462096242584
Connected Components : 1875
Single-Vertex Connected Components : 1492
Maximum Vertices in a Connected Component : 1427
Maximum Edges in a Connected Component : 7799
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 5.005604
Graph Density : 0.000181504576021104
Modularity : 0.313374
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,089 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 Monday, 06 June 2022 at 00:37 UTC.
The requested start date was Monday, 06 June 2022 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 2-day, 4-hour, 11-minute period from Tuesday, 31 May 2022 at 13:41 UTC to Thursday, 02 June 2022 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:
[1333] ø,ø [1308] ø,ù [1045] ù,ø [743] ù,ù [565] digital,marketing [464] sign,free [373] #digitalmarketing,#marketing [367] #marketing,#digitalmarketing [367] social,media [279] free,middleman Top Word Pairs in Tweet in G1:
[946] ø,ù [886] ø,ø [729] ù,ø [567] ù,ù [242] digital,marketing [166] social,media [158] ù,ùš [147] #marketing,#digitalmarketing [128] ùš,ø [124] #digitalmarketing,#marketing Top Word Pairs in Tweet in G2:
[134] sign,free [106] free,middleman [73] #job,sign [70] middleman,#artificialintelligence [70] #artificialintelligence,#machinelearning [70] #machinelearning,#python [61] jobpreference,#hiring [61] #hiring,sign [58] #digitalmarketing,#ai [45] #python,#datascâ Top Word Pairs in Tweet in G3:
[111] #digitalmarketing,#marketing [93] #media,#business [93] #deal,#blog [87] #business,#digitalmarketing [77] #digitalmarketing,#technology [66] #affiliate,#affiliatemarketing [66] #affiliatemarketing,#deal [66] #blog,#blogger [66] #blogger,#business [66] #business,#order Top Word Pairs in Tweet in G4:
[108] #playstore,#ios [108] #ios,#android [107] #digitalmarketing,#appstore [106] #appstore,#playstore [104] #android,#app [103] #app,#growthhacking [89] #growthhacking,#indiegame [70] ù,ø [66] ø,ø [66] ø,ù Top Word Pairs in Tweet in G5:
[20] ž,91 [14] #business,#digitalmarketing [11] digital,marketing [11] #media,#business [10] social,media [10] âœ,contact [10] contact,prosfic [10] prosfic,ž [10] 91,7995568056 [10] 7995568056,ž Top Word Pairs in Tweet in G6:
[12] #digitalmarketing,#socialmedia [9] digital,marketing [8] #marketing,#digitalmarketing [7] search,engine [7] marketing,strategy [7] #onlinemarketing,#flyfishing [7] #flyfishing,#digitalmarketing [7] #business,#marketing [7] #onlinemarketing,#entrepreneur [6] social,media Top Word Pairs in Tweet in G7:
[28] #digitalmarketing,#marketing [21] #marketing,#digitalmarketing [19] digital,marketing [19] social,media [17] ˆ,#marketing [17] #marketing,#publicidad [16] #digital,#marketing [16] #publicidad,#digitalmarketing [16] #digitalmarketing,#marketingdigital [16] #marketingdigital,#creatividad Top Word Pairs in Tweet in G8:
[273] sign,free [152] #innoavtion,#vr [152] #vr,#ar [152] #ar,#digitalmarketing [150] #machinelearning,#python [145] free,middleman [139] #job,sign [134] #hiring,sign [128] free,middlemen [128] middlemen,#innoavtion Top Word Pairs in Tweet in G9:
[26] #marketing,#inspiration [26] #inspiration,#instagram [26] #instagram,#socialmedia [26] #socialmedia,#socialmediamarketing [24] #marketing,#digitalmarketing [24] #socialmediamarketing,#contentmarketing [24] #contentmarketing,#socialmediatips [23] social,media [23] #digitalmarketing,#marketing [19] #marketingtips,#digitalmarketing Top Word Pairs in Tweet in G10:
[56] #digitalhealth,#socialmedia [44] gt,gt [34] #socialmedia,#digitalmarketing [19] sign,free [18] #digitalmarketing,#ai [15] #innoavtion,#vr [15] #vr,#ar [15] #ar,#digitalmarketing [15] make,money [14] free,middlemen Top Replied-To in Entire Graph:
Top Replied-To in G1:
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Top Replied-To in G7:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
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Top Tweeters in G5:
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Top Tweeters in G10: