The graph represents a network of 3,336 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, 31 December 2020 at 19:52 UTC.
The requested start date was Thursday, 31 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, 20-hour, 15-minute period from Thursday, 17 December 2020 at 01:06 UTC to Wednesday, 30 December 2020 at 21:21 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 : 3336
Unique Edges : 2277
Edges With Duplicates : 8436
Total Edges : 10713
Number of Edge Types : 5
Retweet : 2682
MentionsInRetweet : 3866
Mentions : 1692
Tweet : 2357
Replies to : 116
Self-Loops : 2534
Reciprocated Vertex Pair Ratio : 0.0389147711701836
Reciprocated Edge Ratio : 0.0749142706409918
Connected Components : 827
Single-Vertex Connected Components : 579
Maximum Vertices in a Connected Component : 1513
Maximum Edges in a Connected Component : 7461
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.752863
Graph Density : 0.00034074689274068
Modularity : 0.349445
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,336 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, 31 December 2020 at 19:52 UTC.
The requested start date was Thursday, 31 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, 20-hour, 15-minute period from Thursday, 17 December 2020 at 01:06 UTC to Wednesday, 30 December 2020 at 21:21 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:
[685] influencer,marketing [458] merry,christmas [450] #influencermarketing,#influencer [369] #influencer,#influencermarketing [266] christmas,special [266] special,offer [266] offer,live [266] live,#jocial [266] #jocial,#influencermarketing [265] jocialofficial,merry Top Word Pairs in Tweet in G1:
[144] influencer,marketing [119] #influencer,#influencermarketing [101] #tbt,#wcw [76] #influencermarketing,#fridayfeeling [75] #fridayfeeling,#mondaymotivation [73] #mondaymotivation,#tbt [69] #competition,#influencer [55] #influencermarketing,#influencer [38] social,media [37] blog,find Top Word Pairs in Tweet in G2:
[122] influencer,marketing [122] #promoedutech,#yourmustread [94] marketing,successful [94] successful,strategy [94] strategy,influencers [94] influencers,necessary [94] necessary,define [94] define,operating [94] operating,platform [90] platform,based Top Word Pairs in Tweet in G3:
[436] merry,christmas [266] christmas,special [266] special,offer [266] offer,live [266] live,#jocial [266] #jocial,#influencermarketing [266] #influencermarketing,#influencer [265] jocialofficial,merry [170] hope,festive [170] festive,season Top Word Pairs in Tweet in G4:
[91] influencer,marketing [67] influencermh,#influencermarketing [16] social,media [16] buying,instagram [16] instagram,followers [15] need,know [15] #influencermarketing,#socialmedia [14] thrive,influence [14] influence,economy [14] mainly,use Top Word Pairs in Tweet in G5:
[138] #socialmediamarketing,#digitalmarketing [94] #seo,#smm [89] social,media [87] #socialmedia,#socialmediamarketing [71] #digitalmarketing,#contentmarketing [69] #smm,#ecommerce [65] media,marketing [62] #marketing,#influencermarketing [61] #digitalmarketing,#socialmediamarketing [60] #influencermarketing,#influencer Top Word Pairs in Tweet in G6:
[179] influencer,marketing [127] #emailmarketing,#influencermarketing [110] #digitalmarketing,#emailmarketing [86] #entrepreneurs,#affiliatemarketing [86] #influencermarketing,#frizemedia [61] #affiliatemarketing,#digitalmarketing [54] free,shipping [51] #influencermarketing,#influencer [50] purchases,over [50] over,25 Top Word Pairs in Tweet in G7:
[175] #advertising,newswire [139] #marketing,news [129] #marketing,#socialmedia [95] #socialmedia,#advertising [93] #socialmedia,#influencermarketing [82] marshawright,#advertising [72] marshawright,#marketing [67] #advertising,#influencermarketing [23] #successtrain,#community [23] #community,means Top Word Pairs in Tweet in G8:
[160] #influencer,#influencermarketing [150] #competition,#influencer [145] #influencermarketing,#fridayfeeling [137] #fridayfeeling,#mondaymotivation [127] #mondaymotivation,#tbt [123] #tbt,#wcw [72] #growthmindset,#follobackinstantly [72] #follobackinstantly,#follobackforfolloback [71] #wcw,#growthmindset [71] #follobackforfolloback,#follobackfor4folloback Top Word Pairs in Tweet in G9:
[105] #influencermarketing,#contentcreator [101] #contentcreator,#digitalcreator [99] #digitalcreator,#entertainment [79] #socialnestlive,#influencermarketing [46] #entertainment,#entertainmentnews [30] #creatorsnestin,#creatorsnest [30] #creatorsnest,#influencermarketing [23] #reelitfeelit,#reelkarofeelkaro [20] #reelsinstagram,#reelitfeelit [13] #reelkarofeelkaro,#socialnestlive Top Word Pairs in Tweet in G10:
[15] influencer,marketing [14] #socialmedia,marketers [14] marketers,using [14] using,#ai [14] #ai,improve [14] improve,performance [14] performance,#customerservice [14] #customerservice,recognition [13] #influencers,use [12] recognition,customer 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 G5:
Top Replied-To in G8:
Top Replied-To in G9:
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: