The graph represents a network of 2,497 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, 12 December 2019 at 07:41 UTC.
The requested start date was Thursday, 12 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 5-day, 0-hour, 54-minute period from Friday, 06 December 2019 at 14:19 UTC to Wednesday, 11 December 2019 at 15:14 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 : 2497
Unique Edges : 3825
Edges With Duplicates : 7871
Total Edges : 11696
Number of Edge Types : 3
Mentions : 10000
Tweet : 1614
Replies to : 82
Self-Loops : 1614
Reciprocated Vertex Pair Ratio : 0.0404174994448146
Reciprocated Edge Ratio : 0.0776947705442903
Connected Components : 485
Single-Vertex Connected Components : 312
Maximum Vertices in a Connected Component : 1661
Maximum Edges in a Connected Component : 10572
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.593776
Graph Density : 0.000751703326042533
Modularity : 0.35537
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,497 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, 12 December 2019 at 07:41 UTC.
The requested start date was Thursday, 12 December 2019 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 5-day, 0-hour, 54-minute period from Friday, 06 December 2019 at 14:19 UTC to Wednesday, 11 December 2019 at 15:14 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:
[687] #socialmedia,#socialmediamarketing [530] #socialmediamarketing,#digitalmarketing [522] influencer,marketing [374] #seo,#smm [341] #digitalmarketing,#contentmarketing [255] social,media [238] #b2b,#marketing [230] digital,marketing [224] #contentmarketing,#growthhacking [219] #smm,#marketing Top Word Pairs in Tweet in G1:
[195] #b2b,#marketing [168] influencer,marketing [148] #marketing,#digitalmarketing [100] #digitalmarketing,#socialmedia [73] digital,marketing [58] #socialmedia,#martech [57] social,media [53] #smm,#marketing [52] #seo,#smm [51] 2020,predictions Top Word Pairs in Tweet in G2:
[77] influencer,marketing [24] social,media [23] #influencer,#influencermarketing [13] #influencermarketing,#socialmedia [13] #influencermarketing,#influencer [12] #influencers,#influencermarketing [12] gt,gt [12] #socialmedia,#socialmediamarketing [12] #influencermarketing,#digitalmarketing [11] marketing,platforms Top Word Pairs in Tweet in G3:
[610] #socialmedia,#socialmediamarketing [476] #socialmediamarketing,#digitalmarketing [292] #seo,#smm [286] #digitalmarketing,#contentmarketing [196] #contentmarketing,#growthhacking [165] #emailmarketing,#seo [161] #smm,#marketing [157] #marketing,#contentmarketing [134] digital,marketing [131] influencer,marketing Top Word Pairs in Tweet in G4:
[155] #influencerpromotion,#topcasestudy [147] wanderingstarz1,cynthia_lardner [138] cynthia_lardner,masao__tanaka [110] sumawun,_____yoyo [101] #yourmustread,#influencerpromotion [91] 365surmarius,themrblueprint [91] themrblueprint,mrkmrkmoh [91] mrkmrkmoh,mariussou [91] mariussou,kiyotaka_1991 [89] itakethelead,365surmarius Top Word Pairs in Tweet in G5:
[26] influencer,marketing [20] influencermh,#influencermarketing [12] re,#influencermarketing [12] #influencermarketing,world [12] world,recommended [12] recommended,apps [12] apps,influencermh [12] influencermh,serve [12] serve,ease [11] leading,#influencermarketing Top Word Pairs in Tweet in G6:
[16] #business,needs [16] needs,full [16] full,#marketing [16] #marketing,strategy [16] strategy,#socialmedia [16] #socialmedia,ads [16] ads,#contentmarketing [16] #contentmarketing,influencers [16] influencers,#smm [15] 10,best Top Word Pairs in Tweet in G7:
[11] influencer,marketing [9] hubspot,hootsuite [9] social,media [7] neilpatel,jeffbullas [7] jeffbullas,larrykim [5] hootsuite,cmicontent [4] shane_barker,#influencermarketing [4] #influencermarketing,#socialmediamarketing [4] garyvee,hubspot [4] hootsuite,neilpatel Top Word Pairs in Tweet in G8:
[81] #marketing,news [54] #socialmedia,#advertising [47] #advertising,newswire [46] #advertising,#influencermarketing [38] #socialmedia,#influencermarketing [33] marshawright,#marketing [33] #marketing,#socialmedia [12] marshawright,#advertising [10] favikon,offers [10] offers,innovative Top Word Pairs in Tweet in G9:
[47] #startups,#contentmarketing [47] #contentmarketing,helps [47] helps,improve [47] improve,conversions [47] conversions,allows [47] allows,connect [47] connect,educate [47] educate,leads [46] ravikikan,#startups [9] need,#seo Top Word Pairs in Tweet in G10:
[14] influencer,marketing [6] #influencermarketing,#blogging [6] #socialmedia,#digitalmarketing [6] #digitalmarketing,#contentmarketing [5] automate,twitter [5] twitter,attention [5] attention,grow [5] grow,followers [5] followers,#automation [5] #automation,#twittertips Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G7:
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: