The graph represents a network of 2,627 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, 15 December 2022 at 19:27 UTC.
The requested start date was Thursday, 15 December 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 13-day, 18-hour, 15-minute period from Thursday, 01 December 2022 at 01:02 UTC to Wednesday, 14 December 2022 at 19:18 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 : 2627
Unique Edges : 1927
Edges With Duplicates : 6617
Total Edges : 8544
Number of Edge Types : 5
Retweet : 1807
MentionsInRetweet : 3148
Mentions : 1496
Replies to : 117
Tweet : 1976
Self-Loops : 2292
Reciprocated Vertex Pair Ratio : 0.0411214953271028
Reciprocated Edge Ratio : 0.0789946140035907
Connected Components : 820
Single-Vertex Connected Components : 574
Maximum Vertices in a Connected Component : 867
Maximum Edges in a Connected Component : 4535
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.888717
Graph Density : 0.00040371083461308
Modularity : 0.326001
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 2,627 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, 15 December 2022 at 19:27 UTC.
The requested start date was Thursday, 15 December 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 13-day, 18-hour, 15-minute period from Thursday, 01 December 2022 at 01:02 UTC to Wednesday, 14 December 2022 at 19:18 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:
[818] #influencer,#influencermarketing [493] #competition,#influencer [454] #influencermarketing,#fridayfeeling [439] #fridayfeeling,#mondaymotivation [416] influencer,marketing [405] #mondaymotivation,#tbt [346] #tbt,#traveltuesday [313] #traveltuesday,#vegan [255] #vegan,#fitness [155] #marketing,#influencermarketing Top Word Pairs in Tweet in G1:
[344] #influencer,#influencermarketing [240] #competition,#influencer [224] #mondaymotivation,#tbt [223] #influencermarketing,#fridayfeeling [217] #fridayfeeling,#mondaymotivation [181] #tbt,#traveltuesday [172] #traveltuesday,#vegan [163] influencer,marketing [150] #vegan,#fitness [70] #robuxgiveaway,#nba2k23 Top Word Pairs in Tweet in G2:
[95] #ff,#twitter [65] #socialmedia,#socialmediamarketing [65] #marketing,#influencermarketing [53] #socialmediamarketing,#digitalmarketing [53] #smm,#ecommerce [53] #digitalmarketing,#contentmarketing [53] #seo,#smm [53] #ecommerce,#marketing [50] #contentmarketing,#seo [49] #influencermarketing,#freelancer Top Word Pairs in Tweet in G3:
[88] b2b,thought [87] 50,b2b [87] influencers,work [87] top,50 [87] leaders,influencers [87] thought,leaders [87] work,2023 [46] thinkers360,top [39] 2023,emea [31] emea,thinkers360 Top Word Pairs in Tweet in G4:
[26] #promoedutech,#influencerpromotion [26] grazytgrazynatt,influencerprom1 [25] #influencerpromotion,#topcasestudy [24] pestochampion,srinualme [23] aspect,#designing [23] converting,landing [23] #learn,aspect [23] creating,high [23] #designing,#landingpage [23] landing,#learn Top Word Pairs in Tweet in G5:
[150] #nftcommunity,#influencer [150] #influencer,#influencermarketing [150] #nftcollection,#nftcommunity [150] #nft,#nftcollection [149] koshelviktoriia,#nft Top Word Pairs in Tweet in G6:
[27] kirkdborne,community [27] commerce,cipioai [27] #b2b2c,#cx [27] cipioai,#digitalmarketing [27] #behavioranalytics,#b2b2c [27] #digitalmarketing,#behavioranalytics [27] community,commerce [22] influencer,marketing [15] #cx,#loya [12] #cx,#loyaâ Top Word Pairs in Tweet in G7:
[55] influencer,creator [54] ho,ho [50] #influencerafrica,#influencermarketing [49] content,#influencerafrica [49] follow,tips [49] tiktok,follow [49] tricks,overall [49] tips,tricks [49] finally,tiktok [49] fun,content Top Word Pairs in Tweet in G8:
[18] #influencermarketing,#fridayfeeling [18] #influencer,#influencermarketing [17] #mondaymotivation,#tbt [17] #fridayfeeling,#mondaymotivation [17] #competition,#influencer [13] #traveltuesday,#vegan [13] #vegan,#fitness [11] #tbt,#traveltuesday [10] influencer,marketing [7] #viral,#fyp Top Word Pairs in Tweet in G9:
[30] influencers,required [30] males,females [30] creators,influencers [30] storage,organization [30] ugc,creators [30] usa,males [30] required,storage [30] brand,based [30] based,usa [30] organization,brand Top Word Pairs in Tweet in G10:
[30] bull,bear [30] very,soon [30] hesitate,join [30] metarollers,unwrapping [30] bear,philippines [30] web3,debate [30] soon,bull [30] unwrapping,very [30] adventure,metarollers [30] join,adventure Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
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: