The graph represents a network of 3,138 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, 09 May 2022 at 00:27 UTC.
The requested start date was Monday, 09 May 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, 13-minute period from Friday, 06 May 2022 at 13:38 UTC to Sunday, 08 May 2022 at 17:52 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 : 3138
Unique Edges : 1898
Edges With Duplicates : 10099
Total Edges : 11997
Number of Edge Types : 5
Tweet : 4269
Retweet : 3423
MentionsInRetweet : 3531
Mentions : 727
Replies to : 47
Self-Loops : 4507
Reciprocated Vertex Pair Ratio : 0.0117970900511207
Reciprocated Edge Ratio : 0.0233190827827439
Connected Components : 1248
Single-Vertex Connected Components : 960
Maximum Vertices in a Connected Component : 1316
Maximum Edges in a Connected Component : 9033
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.20991
Graph Density : 0.000261379984733702
Modularity : 0.258508
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,138 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, 09 May 2022 at 00:27 UTC.
The requested start date was Monday, 09 May 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, 13-minute period from Friday, 06 May 2022 at 13:38 UTC to Sunday, 08 May 2022 at 17:52 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:
[608] #affiliatemarketing,#deal [589] #affiliate,#affiliatemarketing [581] #discount,#gifts [553] #blogger,#business [548] #gifts,#marketing [516] #marketing,#shopping [451] digital,marketing [404] #deal,#blogger [403] #shopping,#socialmedia [396] #socialmedia,#travel Top Word Pairs in Tweet in G1:
[137] digital,marketing [116] #marketing,#digitalmarketing [92] #digitalmarketing,#marketing [90] social,media [50] #socialmediamarketing,#digitalmarketing [50] #marketing,#socialmediamarketing [46] #seo,#digitalmarketing [44] #socialmediamarketing,#socialmedia [40] mother's,day [35] happy,mother's Top Word Pairs in Tweet in G2:
[570] #affiliatemarketing,#deal [548] #affiliate,#affiliatemarketing [545] #discount,#gifts [521] #blogger,#business [514] #gifts,#marketing [487] #marketing,#shopping [403] #shopping,#socialmedia [396] #socialmedia,#travel [387] #dogecoin,#bitcoin [381] #travel,#twitter Top Word Pairs in Tweet in G3:
[173] #digitalmarketing,#artificialintelligence [157] #artificialintelligence,#robots [157] #robots,#nlp [157] #nlp,#industry40 [157] #industry40,#tech [157] #tech,#influence [157] #influence,#stemed [119] waris027,#digitalmarketing [95] #stemed,#girlswh [75] #digitalmarketing,#digital Top Word Pairs in Tweet in G4:
[26] #socialmedia,#digitalmarketing [20] #seo,#ppc [19] #nft,#nftcommunity [19] #nfts,#nft [19] #nft,#nftcollection [17] #socialmediamarketing,#digitalmarketing [16] hashtags,excellent [16] excellent,way [16] way,connect [16] connect,people Top Word Pairs in Tweet in G5:
[86] digital,marketing [41] #digitalmarketing,#marketing [38] social,media [36] #digitalmarketing,video [22] #digitalmarketing,#ondeckeo [21] #seo,#digitalmarketing [20] influencer,marketing [17] #marketing,#socialmediamarketing [16] #digitalmarketing,ondeckeo [16] #digitalmarketing,youtube Top Word Pairs in Tweet in G6:
[346] sign,free [238] #machinelearning,#python [227] #artificialintelligence,#machinelearning [201] free,middleman [201] middleman,#artificialintelligence [182] #hiring,sign [164] need,#job [164] #job,sign [146] jobpreference,#hiring [145] free,middlemen Top Word Pairs in Tweet in G7:
[93] #design,#designthinking [93] #designthinking,#designcontest [79] #designcontest,#digitalmarketing [78] #digitalmarketing,#marketing [73] #marketing,#seo [56] #digitalmarketing,#graphic [39] #graphic,#figma [31] #socialmedia,#socialmediamarketing [30] #figma,#canva [30] #canva,#socialmedia Top Word Pairs in Tweet in G8:
[73] #yoga,#flame [73] #flame,#light [73] #light,#glow [73] #glow,never [73] never,fades [73] fades,away [73] away,46 [73] 46,#days [73] #days,go [73] go,#internationalyogaday Top Word Pairs in Tweet in G9:
[36] #marketing,#digitalmarketing [32] #smallbusiness,#growthhacking [26] #digitalmarketing,#businessgrowth [25] #startup,#growthhacking [23] #growthhacking,#entrepreneur [21] social,media [21] #businessgrowth,#smallbusiness [20] #growthhacking,#digitalmarketing [18] #growthhacking,#startup [16] #affiliatemarketing,#growthhacking Top Word Pairs in Tweet in G10:
[11] expired,domain [11] domain,auction [11] auction,recap [11] recap,2022 [11] 2022,#domains [11] #domains,#startups [11] #startups,#investing [11] #investing,#digitalmarketing [11] #digitalmarketing,#cbdc [11] #cbdc,#stockmarket Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
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 G4:
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Top Mentioned in G6:
Top Mentioned in G7:
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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: