The graph represents a network of 2,251 Twitter users whose recent tweets contained "#influencermarketing", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 27 June 2022 at 15:23 UTC.
The tweets in the network were tweeted over the 9-day, 14-hour, 35-minute period from Saturday, 18 June 2022 at 00:27 UTC to Monday, 27 June 2022 at 15:03 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 : 2251
Unique Edges : 2679
Edges With Duplicates : 3713
Total Edges : 6392
Number of Edge Types : 5
Tweet : 1813
MentionsInRetweet : 1481
Mentions : 728
Retweet : 2262
Replies to : 108
Self-Loops : 1896
Reciprocated Vertex Pair Ratio : 0.0256680731364276
Reciprocated Edge Ratio : 0.0500514226945492
Connected Components : 611
Single-Vertex Connected Components : 408
Maximum Vertices in a Connected Component : 774
Maximum Edges in a Connected Component : 4152
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.576944
Graph Density : 0.000575941556838936
Modularity : 0.460967
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,251 Twitter users whose recent tweets contained "#influencermarketing", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 27 June 2022 at 15:23 UTC.
The tweets in the network were tweeted over the 9-day, 14-hour, 35-minute period from Saturday, 18 June 2022 at 00:27 UTC to Monday, 27 June 2022 at 15:03 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 : TwitterSearch
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[673] #influencer,#influencermarketing [320] influencer,marketing [240] #influencermarketing,#fridayfeeling [237] #competition,#influencer [212] #mondaymotivation,#tbt [211] #fridayfeeling,#mondaymotivation [196] #tbt,#traveltuesday [186] #traveltuesday,#vegan [185] #digitalindia,#digitaltransformation [183] #influencermarketing,#socialmediamarketing Top Word Pairs in Tweet in G1:
[133] #influencer,#influencermarketing [84] influencer,marketing [56] #influencermarketing,#fridayfeeling [49] #fridayfeeling,#mondaymotivation [48] #mondaymotivation,#tbt [44] #competition,#influencer [40] social,media [38] #vegan,#fitness [33] #tbt,#traveltuesday [30] #traveltuesday,#vegan Top Word Pairs in Tweet in G2:
[63] #promoedutech,#influencerpromotion [60] #custserv,#ai [60] #brest,#paris [57] #influencerpromotion,#topcasestudy [54] #fintech,#custserv [51] #influencermarketing,#fintech [37] #ai,#smm [32] #influencers,#influencermarketing [32] #frenchtech,#cybersecurity [32] #smm,#megatrends Top Word Pairs in Tweet in G3:
[181] #digitalindia,#digitaltransformation [173] #digitaltransformation,#influencermarketing [141] #super,#speciality [141] #speciality,#treatment [141] #treatment,#doorstep [141] #doorstep,#cdac [141] #cdac,#partnership [141] #partnership,super [141] super,speciality [141] speciality,#hospital Top Word Pairs in Tweet in G4:
[157] crypto,influencers [157] influencers,famenet [157] famenet,#crypto [157] #crypto,#influencers [157] #influencers,people [157] people,enthusiasts [157] enthusiasts,firm [157] firm,believer [157] believer,dynamic [157] dynamic,idea Top Word Pairs in Tweet in G5:
[84] #affiliatemarketing,#growthhacking [82] #socialmediamarketing,#digitalmarketing [70] #digitalmarketing,#contentmarketing [70] #influencermarketing,#growthhacking [69] #contentmarketing,#seo [69] #affiliatemarketing,#influencermarketing [68] influencer,marketing [64] #influencermarketing,#frizemedia [63] #influencermarketing,#seo [55] #marketing,#influencermarketing Top Word Pairs in Tweet in G6:
[186] #influencer,#influencermarketing [173] #competition,#influencer [142] #influencermarketing,#fridayfeeling [131] #tbt,#traveltuesday [129] #mondaymotivation,#tbt [127] #fridayfeeling,#mondaymotivation [123] #traveltuesday,#vegan [83] #vegan,#fitness [75] #pharmtech,#art [71] #covid19,#tbt Top Word Pairs in Tweet in G7:
[29] #marketingdeinfluencia,#influencermarketing [24] #economíadecreadores,#vrmmi [22] #influencers,#marketingdeinfluencia [17] #influencermarketing,#creadoresdecontenido [17] #creadoresdecontenido,#economíadecreadores [12] influencer,marketing [9] #influencermarketing,#influencers [7] #influencermarketing,#economíadecreadores [7] builds,trust [6] #influencermarketing,#vrmmi Top Word Pairs in Tweet in G8:
[52] stop,#catsoftwitter [52] #catsoftwitter,#cats [52] #cats,#pets [52] #pets,#petart [52] #petart,#abstractart [52] #abstractart,#abstractexpressionism [52] #abstractexpressionism,#abstractartist [52] #abstractartist,#uniquegifts [52] #uniquegifts,#painting [52] #painting,#acrylicpainting Top Word Pairs in Tweet in G9:
[57] la,carrera [57] carrera,de [57] de,#yoni23official [57] #yoni23official,pende [57] pende,de [57] de,un [57] un,hilo [57] hilo,necesitamos [57] necesitamos,ayudas [57] ayudas,urgentes Top Word Pairs in Tweet in G10:
[26] read,story [26] story,#influencermarketing [26] #influencermarketing,#influencer [9] influencer,marketing [9] #b2b,#influencermarketing [8] #socialmedia,#influencermarketing [7] #influencermarketing,work [7] #ads,content [5] dixie,amelio [5] amelio,talks Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G5:
Top Mentioned in G6:
Top Mentioned in G7:
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: