The graph represents a network of 3,923 Twitter users whose tweets in the requested range contained "#influencermarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 31 March 2022 at 18:53 UTC.
The requested start date was Thursday, 31 March 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 13-day, 19-hour, 27-minute period from Thursday, 17 March 2022 at 00:02 UTC to Wednesday, 30 March 2022 at 19:30 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 : 3923
Unique Edges : 2257
Edges With Duplicates : 10300
Total Edges : 12557
Number of Edge Types : 5
Retweet : 3632
MentionsInRetweet : 4850
Mentions : 1292
Replies to : 353
Tweet : 2430
Self-Loops : 2604
Reciprocated Vertex Pair Ratio : 0.0236333253759847
Reciprocated Edge Ratio : 0.0461753731343284
Connected Components : 792
Single-Vertex Connected Components : 505
Maximum Vertices in a Connected Component : 1521
Maximum Edges in a Connected Component : 7581
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.552519
Graph Density : 0.000278694808776235
Modularity : 0.347635
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,923 Twitter users whose tweets in the requested range contained "#influencermarketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 31 March 2022 at 18:53 UTC.
The requested start date was Thursday, 31 March 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 13-day, 19-hour, 27-minute period from Thursday, 17 March 2022 at 00:02 UTC to Wednesday, 30 March 2022 at 19:30 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 : #influencermarketing
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:
[852] huge,list [852] list,160 [852] 160,telegram [852] telegram,20 [852] 20,twitter [852] twitter,influencers [852] influencers,available [852] available,free [852] free,use [852] use,website Top Word Pairs in Tweet in G1:
[852] huge,list [852] list,160 [852] 160,telegram [852] telegram,20 [852] 20,twitter [852] twitter,influencers [852] influencers,available [852] available,free [852] free,use [852] use,website Top Word Pairs in Tweet in G2:
[182] #influencer,#influencermarketing [133] influencer,marketing [59] #influencermarketing,#fridayfeeling [51] #fridayfeeling,#mondaymotivation [43] #mondaymotivation,#tbt [42] #influencermarketing,#influencer [41] #traveltuesday,#vegan [39] social,media [38] #influencermarketing,#influence [36] #competition,#influencer Top Word Pairs in Tweet in G3:
[306] #marketing,#influencermarketing [279] #socialmedia,#socialmediamarketing [262] #digitalmarketing,#contentmarketing [262] #socialmediamarketing,#digitalmarketing [259] #seo,#smm [259] #smm,#ecommerce [259] #ecommerce,#marketing [259] #website,#webmarketing [243] #contentmarketing,#seo [242] #influencermarketing,#freelancer Top Word Pairs in Tweet in G4:
[614] speed,#gains [614] #gains,need [614] need,eth [614] eth,wallet [547] wallet,0x29fa329f9745220c9c6a5d15c391fc153b43b77f [540] 0x29fa329f9745220c9c6a5d15c391fc153b43b77f,follow [136] #technology,#digital [136] #digital,#ai [136] #ai,#datascience [136] #datascience,#flutter Top Word Pairs in Tweet in G5:
[505] #influencer,#influencermarketing [426] #influencermarketing,#fridayfeeling [425] #competition,#influencer [348] #fridayfeeling,#mondaymotivation [295] #mondaymotivation,#tbt [201] #traveltuesday,#vegan [171] #vegan,#fitness [171] #tbt,#traveltuesday [119] #covid19,#tbt [115] #tbt,#pharmtech Top Word Pairs in Tweet in G6:
[150] #orthopaedic,#physicallychallenged [150] #physicallychallenged,#handicapped [150] #handicapped,#persons [150] #persons,40 [150] 40,above [150] above,#disability [150] #disability,#apply [150] #apply,#gst [150] #gst,#concession [149] skodineya,#orthopaedic Top Word Pairs in Tweet in G7:
[50] #winniesun,#influencermarketing [18] influencer,marketing [16] read,more [16] more,#influencermarketing [13] #creatoreconomy,#influencermarketing [13] creator,economy [12] social,media [11] #influencermarketing,#influencer [11] #influencer,#influencers [11] social,commerce Top Word Pairs in Tweet in G8:
[18] #influencer,#influencermarketing [18] influencer,marketing [14] empathy,compassion [11] #influencermarketing,#growthhacking [9] marketing,grow [8] #digitalmarketing,#growthhackers [8] #growthhackers,#startup [7] use,esports [7] esports,marketing [7] grow,b2c Top Word Pairs in Tweet in G9:
[74] know,93 [74] 93,people [74] people,social [74] social,media [74] media,find [74] find,brands [74] brands,online [74] online,before [74] before,buying [74] buying,establish Top Word Pairs in Tweet in G10:
[55] #socialfi,#metaverse [54] #influencers,#influencermarketing [53] #gidao,#socialfi [50] #metaverse,#nft [48] #nft,#nfts [44] #nfts,#influencers [17] global,influencers [12] gi,dao [10] build,largest [9] socialfi,metaverse Top Replied-To in Entire Graph:
Top Replied-To in G3:
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Top Replied-To in G5:
Top Replied-To in G7:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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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: