The graph represents a network of 3,429 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, 07 January 2021 at 19:51 UTC.
The requested start date was Thursday, 07 January 2021 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, 14-minute period from Thursday, 24 December 2020 at 01:01 UTC to Wednesday, 06 January 2021 at 21:16 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 : 3429
Unique Edges : 2433
Edges With Duplicates : 9474
Total Edges : 11907
Number of Edge Types : 5
Retweet : 3156
MentionsInRetweet : 4950
Tweet : 1950
Mentions : 1684
Replies to : 167
Self-Loops : 2146
Reciprocated Vertex Pair Ratio : 0.0330143540669856
Reciprocated Edge Ratio : 0.063918480778138
Connected Components : 743
Single-Vertex Connected Components : 519
Maximum Vertices in a Connected Component : 2182
Maximum Edges in a Connected Component : 9982
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.623968
Graph Density : 0.000367345174813086
Modularity : 0.339512
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 3,429 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, 07 January 2021 at 19:51 UTC.
The requested start date was Thursday, 07 January 2021 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, 14-minute period from Thursday, 24 December 2020 at 01:01 UTC to Wednesday, 06 January 2021 at 21:16 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:
[546] influencer,marketing [487] merry,christmas [453] #influencermarketing,#influencer [405] happy,year [371] #influencer,#influencermarketing [371] jocial,wishes [371] wishes,endless [371] endless,joys [371] joys,goals [371] goals,achievements Top Word Pairs in Tweet in G1:
[461] merry,christmas [369] jocial,wishes [369] wishes,endless [369] endless,joys [369] joys,goals [369] goals,achievements [369] achievements,happy [369] happy,year [369] year,family [369] family,#jocial Top Word Pairs in Tweet in G2:
[142] influencer,marketing [91] #influencer,#influencermarketing [53] #competition,#influencer [51] #influencermarketing,#fridayfeeling [41] #influencermarketing,#talk [41] #talk,#showmb [40] #fridayfeeling,#mondaymotivation [40] #mondaymotivation,#tbt [39] social,media [38] #tbt,#wcw Top Word Pairs in Tweet in G3:
[176] influencer,marketing [98] #influencermarketing,#influencer [95] #influencermarketing,#frizemedia [92] #influencer,#influence [92] #influence,#instagram [92] #instagram,#instagrammarketing [92] #instagrammarketing,#instagraminfluencer [92] #instagraminfluencer,#shopifyexpert [88] #emailmarketing,#influencermarketing [85] #socialmediamarketing,#digitalmarketing Top Word Pairs in Tweet in G4:
[165] #promoedutech,#yourmustread [125] #advertising,newswire [117] #yourmustread,#influencerpromotion [107] #influencerpromotion,#topcasestudy [101] cybersecurity,#promoedutech [100] #marketing,news [96] serve,humanity [96] humanity,cybersecurity [78] #marketing,#socialmedia [68] #socialmedia,#advertising Top Word Pairs in Tweet in G5:
[44] #b2b,#influencermarketing [32] thought,leader [32] #entrepreneurship,#digitalmarketing [31] amazing,chat [31] chat,dinisguarda [31] dinisguarda,focusing [31] focusing,#womenintech [31] #womenintech,#influencermarketing [31] #influencermarketing,italian [31] italian,pizza Top Word Pairs in Tweet in G6:
[57] influencer,marketing [42] influencermh,#influencermarketing [20] social,media [19] instagram,followers [16] buying,instagram [13] influencermh,#instagrammarketing [13] #instagrammarketing,#influencermarketing [12] #influencermarketing,#socialmedia [12] email,marketing [11] best,practices Top Word Pairs in Tweet in G7:
[73] social,media [68] #seo,#smm [55] media,marketing [53] #smm,#ecommerce [51] #smallbusiness,#smallbiz [51] #smallbiz,#socialmedia [45] #ecommerce,#marketing [43] #socialmedia,#digitalmarketing [42] amplification,influence [42] influence,b2b Top Word Pairs in Tweet in G8:
[33] influencer,marketing [20] instagram,redesign [20] redesign,dark [20] dark,side [20] side,#dataethics [20] #dataethics,#dataprivacy [20] #dataprivacy,#socialmediamarketing [20] #socialmediamarketing,#bigdata [19] traditional,marketing [19] catherineadenle,instagram Top Word Pairs in Tweet in G9:
[27] years,ago [27] ago,article [27] article,published [27] published,guardiantech [27] guardiantech,quote [25] listed,sale [25] sale,#desknet [25] #desknet,#socialmedia [25] #socialmedia,#100daysofcode [25] #100daysofcode,#javascript Top Word Pairs in Tweet in G10:
[64] #seotools,#seotips [64] #marketing,#digitalmarketing [60] #digitalmarketing,#socialmediamarketing [60] #socialmediamarketing,#marketingtips [52] #contentmarketing,#organictraffic [52] #organictraffic,#influencermarketing [51] #seotips,#marketing [50] #marketingtips,#contentmarketing [43] #influencermarketing,#seo [43] #seo,#seomarketing 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 G8:
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: