The graph represents a network of 3,061 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, 24 March 2022 at 18:56 UTC.
The requested start date was Thursday, 24 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, 22-minute period from Thursday, 10 March 2022 at 00:02 UTC to Wednesday, 23 March 2022 at 19:24 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 : 3061
Unique Edges : 2692
Edges With Duplicates : 10935
Total Edges : 13627
Number of Edge Types : 5
Retweet : 3903
MentionsInRetweet : 5832
Tweet : 2338
Replies to : 322
Mentions : 1232
Self-Loops : 2494
Reciprocated Vertex Pair Ratio : 0.0183604861649858
Reciprocated Edge Ratio : 0.0360589131538852
Connected Components : 797
Single-Vertex Connected Components : 504
Maximum Vertices in a Connected Component : 1510
Maximum Edges in a Connected Component : 10467
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.2863
Graph Density : 0.00042042734549989
Modularity : 0.297699
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,061 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, 24 March 2022 at 18:56 UTC.
The requested start date was Thursday, 24 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, 22-minute period from Thursday, 10 March 2022 at 00:02 UTC to Wednesday, 23 March 2022 at 19:24 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:
[915] speed,#gains [915] #gains,need [915] need,eth [915] eth,wallet [826] wallet,0x29fa329f9745220c9c6a5d15c391fc153b43b77f [819] 0x29fa329f9745220c9c6a5d15c391fc153b43b77f,follow [785] #influencer,#influencermarketing [487] #influencermarketing,#fridayfeeling [485] influencer,marketing [451] #competition,#influencer Top Word Pairs in Tweet in G1:
[179] #influencer,#influencermarketing [134] influencer,marketing [78] #influencermarketing,#fridayfeeling [68] #fridayfeeling,#mondaymotivation [60] #mondaymotivation,#tbt [52] #competition,#influencer [47] #traveltuesday,#vegan [45] social,media [40] #tbt,#traveltuesday [35] #influencermarketing,women Top Word Pairs in Tweet in G2:
[910] speed,#gains [910] #gains,need [910] need,eth [910] eth,wallet [821] wallet,0x29fa329f9745220c9c6a5d15c391fc153b43b77f [814] 0x29fa329f9745220c9c6a5d15c391fc153b43b77f,follow [189] #technology,#digital [189] #digital,#ai [189] #ai,#datascience [189] #datascience,#flutter Top Word Pairs in Tweet in G3:
[353] skodineya,#digitalindia [300] skodineya,#aimed [158] #aimed,#empoweringwomen [158] #empoweringwomen,#entrepreneurs [158] #entrepreneurs,#gem [158] #gem,#launches [158] #launches,'stitching [158] 'stitching,tailoring [158] tailoring,#services' [158] #services',#partnership Top Word Pairs in Tweet in G4:
[446] #influencer,#influencermarketing [374] #influencermarketing,#fridayfeeling [369] #competition,#influencer [263] #fridayfeeling,#mondaymotivation [200] #mondaymotivation,#tbt [159] #traveltuesday,#vegan [150] #vegan,#fitness [137] #tbt,#traveltuesday [104] #covid19,#tbt [96] #tbt,#pharmtech Top Word Pairs in Tweet in G5:
[268] #marketing,#influencermarketing [253] #socialmedia,#socialmediamarketing [250] #digitalmarketing,#contentmarketing [245] #seo,#smm [244] #socialmediamarketing,#digitalmarketing [243] #smm,#ecommerce [243] #ecommerce,#marketing [243] #website,#webmarketing [227] #contentmarketing,#seo [227] #influencermarketing,#freelancer Top Word Pairs in Tweet in G6:
[27] #influencermarketing,#influencer [26] read,full [26] full,story [26] story,#influencermarketing [8] #influencer,#tiktok [6] influencer,marketing [4] youtube,tiktok [4] #pr,#influencermarketing [4] gt,gt [3] #youtube,youtube Top Word Pairs in Tweet in G7:
[17] read,more [17] more,#influencermarketing [16] creator,economy [15] influencer,marketing [14] social,commerce [13] #influencermarketing,#influencer [12] commerce,report [12] #creatoreconomy,#influencermarketing [12] #designinfluencer,#influencermarketing [10] #influencer,#influencers Top Word Pairs in Tweet in G8:
[39] influencer,marketing [31] #influencer,#influencermarketing [29] #influencers,#influencer [20] #socialmediamarketing,#digitalmarketing [19] #seo,#smm [19] #socialmedia,#socialmediamarketing [18] tips,choose [18] marketing,agency [18] agency,#influencers [15] #influencermarketing,#growthhacking Top Word Pairs in Tweet in G9:
[71] see,#cryptocurrency [71] #cryptocurrency,best [71] best,community [71] community,vote [71] vote,#shibadoge [71] #shibadoge,vote [71] vote,#voltinu [59] shibadogenews,see [9] voltarmy_,see [3] #voltinu,#retweet Top Word Pairs in Tweet in G10:
[25] influencer,marketing [20] #marketingdeinfluencia,#influencermarketing [10] #influencermarketing,#vrmmi [9] influencers,brand [7] #influencermarketing,#gbmmi [6] 2022,#influencermarketing [6] succeed,using [6] brand,collaboration [5] #marketing,#influencermarketing [5] social,media Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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: