The graph represents a network of 3,804 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, 14 November 2022 at 01:27 UTC.
The requested start date was Monday, 14 November 2022 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 2-day, 3-hour, 45-minute period from Tuesday, 01 November 2022 at 14:07 UTC to Thursday, 03 November 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 : 3804
Unique Edges : 2303
Edges With Duplicates : 8524
Total Edges : 10827
Number of Edge Types : 5
Tweet : 4843
Mentions : 884
Replies to : 77
Retweet : 2469
MentionsInRetweet : 2554
Self-Loops : 5075
Reciprocated Vertex Pair Ratio : 0.0201426772975241
Reciprocated Edge Ratio : 0.039489921842863
Connected Components : 1818
Single-Vertex Connected Components : 1497
Maximum Vertices in a Connected Component : 1378
Maximum Edges in a Connected Component : 7076
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.702497
Graph Density : 0.000168042109652212
Modularity : 0.298868
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 3,804 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, 14 November 2022 at 01:27 UTC.
The requested start date was Monday, 14 November 2022 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 2-day, 3-hour, 45-minute period from Tuesday, 01 November 2022 at 14:07 UTC to Thursday, 03 November 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:
[614] digital,marketing [595] ø,ù [572] ø,ø [512] #linkedin,#twitter [462] #twitter,#facebook [441] #affiliatemarketing,#business [430] ù,ø [417] #socialmedia,#digitalmarketing [416] #blog,#affiliate [411] #digitalmarketing,#marketing Top Word Pairs in Tweet in G1:
[511] ø,ù [495] ø,ø [369] ù,ø [265] digital,marketing [223] ù,ù [181] social,media [124] #digitalmarketing,#marketing [116] #marketing,#digitalmarketing [66] #digitalmarketing,#socialmediamarketing [61] #digitalmarketing,#socialmedia Top Word Pairs in Tweet in G2:
[98] digital,marketing [39] #digitalmarketing,#marketing [38] #digitalmarketing,video [37] #digitalmarketing,#digital [37] #digital,#marketing [31] #marketing,#digitalmarketing [24] #digitalmarketing,#digitalmarketingagency [22] #socialmediamarketing,#digitalmarketing [18] social,media [17] #socialmedia,#socialmediamarketing Top Word Pairs in Tweet in G3:
[216] µà,µà [108] µà,œà [108] ªà,ªà [108] ªà,#krishna [108] œà,œà [108] ƒ,µà [108] œà,ƒ [108] µà,ªà [107] #krishna,#jaishrikrishnaâ [107] beatoflifeent,µà Top Word Pairs in Tweet in G4:
[72] #digitalhealth,#socialmedia [40] #socialmedia,#digitalmarketing [34] social,media [30] digital,marketing [26] #marketing,#digitalmarketing [21] #businessgrowth,#smallbusiness [21] #growthhacking,#entrepreneur [21] #digitalmarketing,#businessgrowth [21] #smallbusiness,#growthhacking [19] #digitalmarketing,#ondeckeo Top Word Pairs in Tweet in G5:
[17] someone,needs [16] tag,share [16] share,someone [14] needs,see [13] see,#socialnetworking [12] #cybersec,#python [12] #digitaltransformation,#cybersec [12] #ai,#blockchain [12] #blockchain,#digitaltransformation [11] #java,#cloud Top Word Pairs in Tweet in G6:
[105] #digitalmarketing,#marketing [84] #marketing,#seo [45] #seo,#digitalmarketing [40] seroundtable,#seo [37] #digitalmarketing,#google [37] google,#digitalmarketing [36] #seo,#localseo [36] #google,#seo [35] sengineland,#digitalmarketing [32] #localseo,#digitalmarketing Top Word Pairs in Tweet in G7:
[49] #newsmedia,#itdigest [49] #itdigest,#news [49] #news,#digitaladvertising [49] #digitaladvertising,#digitalmarketing [49] #informationtechnology,#newsmedia [46] #discount,#deals [29] #digitalmarketing,#seo [28] #seo,#socialmediamarketing [27] #marketingstrategy,#onlinebusiness [24] #marketing,#ecommerce Top Word Pairs in Tweet in G8:
[69] #cyberattacks,#crimesâ [69] '#staysafe,#online' [69] #campaign,#mygov [69] #online',#campaign [69] #crimesâ,suggest [69] #help,stopping [69] #mygov,#win [69] #name,'#staysafe [69] suggest,#name [69] #stay,#vigilant Top Word Pairs in Tweet in G9:
[487] #linkedin,#twitter [438] #affiliatemarketing,#business [432] #twitter,#facebook [405] #blog,#affiliate [331] #digitalmarketing,#affiliatemarketing [320] #business,#content [320] #content,#digitalmarketing [319] #business,#deal [318] #deal,#b2b [314] #b2b,#blog Top Word Pairs in Tweet in G10:
[134] #playstore,#ios [134] #ios,#android [131] #android,#app [130] #digitalmarketing,#appstore [130] #appstore,#playstore [126] #app,#growthhacking [111] #growthhacking,#indiegame [84] #indiegame,#gamedev [84] #gamedev,#socailmedia [75] #socailmedia,#gmailhack Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G9:
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: