The graph represents a network of 4,240 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, 17 December 2020 at 19:54 UTC.
The requested start date was Thursday, 17 December 2020 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, 19-hour, 54-minute period from Thursday, 03 December 2020 at 01:05 UTC to Wednesday, 16 December 2020 at 21:00 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 : 4240
Unique Edges : 2701
Edges With Duplicates : 8956
Total Edges : 11657
Number of Edge Types : 5
Retweet : 2921
MentionsInRetweet : 3723
Replies to : 85
Tweet : 2946
Mentions : 1982
Self-Loops : 3080
Reciprocated Vertex Pair Ratio : 0.0334728033472803
Reciprocated Edge Ratio : 0.0647773279352227
Connected Components : 1007
Single-Vertex Connected Components : 660
Maximum Vertices in a Connected Component : 2493
Maximum Edges in a Connected Component : 9108
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.804788
Graph Density : 0.000247366101830709
Modularity : 0.384477
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,240 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, 17 December 2020 at 19:54 UTC.
The requested start date was Thursday, 17 December 2020 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, 19-hour, 54-minute period from Thursday, 03 December 2020 at 01:05 UTC to Wednesday, 16 December 2020 at 21:00 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:
[697] today,#influencermarketing [678] ll,see [677] see,today [676] #influencermarketing,school [675] dystopian,thing [675] school,china [659] armano,dystopian [640] influencer,marketing [561] youâ,ll [556] thing,youâ Top Word Pairs in Tweet in G1:
[659] dystopian,thing [659] ll,see [659] see,today [659] today,#influencermarketing [659] #influencermarketing,school [659] school,china [658] armano,dystopian [540] thing,youâ [540] youâ,ll [119] thing,ll Top Word Pairs in Tweet in G2:
[138] influencer,marketing [100] #influencer,#influencermarketing [65] #tbt,#wcw [55] #influencermarketing,#fridayfeeling [54] #competition,#influencer [53] #fridayfeeling,#mondaymotivation [50] #mondaymotivation,#tbt [47] #influencermarketing,#talk [47] #talk,#showmb [42] social,media Top Word Pairs in Tweet in G3:
[111] influencer,marketing [83] influencermh,#influencermarketing [25] need,know [20] brand,pitch [19] #influencermarketing,#socialmedia [17] instagram,influencer [17] know,#influencermarketing [16] #influencermarketing,campaign [15] #influencermarketing,campaigns [14] benchmark,report Top Word Pairs in Tweet in G4:
[98] influencer,marketing [54] social,media [28] age,influence [26] #digitalmarketing,#socialmedia [22] b2b,influencer [20] right,#influencer [18] #dgsaga,#digitalmarketing [17] #contentmarketing,#influencermarketing [17] #influencermarketing,#digitalmarketing [16] #digitalmarketing,#influencermarketing Top Word Pairs in Tweet in G5:
[170] #emailmarketing,#influencermarketing [152] #digitalmarketing,#emailmarketing [125] social,media [109] #entrepreneurs,#affiliatemarketing [84] #socialmediamarketing,#digitalmarketing [80] #affiliatemarketing,#digitalmarketing [78] #socialmedia,#socialmediamarketing [78] influencer,marketing [76] instagram,influencer [71] #influencermarketing,#contentmarketing Top Word Pairs in Tweet in G6:
[53] #promoedutech,#yourmustread [50] #influencerpromotion,#topcasestudy [42] #yourmustread,#influencerpromotion [37] cybersecurity,#promoedutech [33] serve,humanity [33] humanity,cybersecurity [25] grazytgrazynatt,influencerprom1 [25] influencerprom1,itakethelead [25] itakethelead,365surmarius [25] 365surmarius,themrblueprint Top Word Pairs in Tweet in G7:
[64] seo,process [64] process,optimizing [64] optimizing,online [64] search,engine [64] top,result [63] online,#content [63] #content,search [63] engine,likes [63] likes,show [63] show,top Top Word Pairs in Tweet in G8:
[218] #marketing,news [197] #advertising,newswire [160] #marketing,#socialmedia [157] #socialmedia,#advertising [146] #advertising,#influencermarketing [145] #socialmedia,#influencermarketing [75] marshawright,#marketing [65] marshawright,#advertising [12] influencer,marketing [11] year,#socialmedia Top Word Pairs in Tweet in G9:
[26] influencer,marketing [23] #crowdfunding,#influencermarketing [12] #b2bmarketing,#influencermarketing [10] b2b,content [9] forbes,#influencermarketing [9] #cx,#influencermarketing [9] christmas,spirit [8] #marketing,#influencermarketing [8] inside,influence [7] meet,charlotte Top Word Pairs in Tweet in G10:
[91] training,school [91] school,#china [91] #influencermarketing,#digitalmarketing [91] #digitalmarketing,#marketing [91] #marketing,#kol [90] #kol,#advertising [90] #advertising,#ecommerce [89] #china,#influencermarketing [88] influencer,training [87] alvinfoo,influencer Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G9:
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 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: