The graph represents a network of 3,220 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, 27 January 2022 at 19:54 UTC.
The requested start date was Thursday, 27 January 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, 23-hour, 38-minute period from Thursday, 13 January 2022 at 01:21 UTC to Thursday, 27 January 2022 at 00:59 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 : 3220
Unique Edges : 2722
Edges With Duplicates : 10960
Total Edges : 13682
Number of Edge Types : 5
Retweet : 3931
MentionsInRetweet : 5412
Tweet : 2532
Mentions : 1639
Replies to : 168
Self-Loops : 2714
Reciprocated Vertex Pair Ratio : 0.0433655432477021
Reciprocated Edge Ratio : 0.0831262706121527
Connected Components : 626
Single-Vertex Connected Components : 406
Maximum Vertices in a Connected Component : 1991
Maximum Edges in a Connected Component : 11554
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.12397
Graph Density : 0.000427103050791207
Modularity : 0.305696
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,220 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, 27 January 2022 at 19:54 UTC.
The requested start date was Thursday, 27 January 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, 23-hour, 38-minute period from Thursday, 13 January 2022 at 01:21 UTC to Thursday, 27 January 2022 at 00:59 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:
[643] #influencer,#influencermarketing [554] influencer,marketing [427] #competition,#influencer [390] #influencermarketing,#fridayfeeling [338] #fridayfeeling,#mondaymotivation [333] social,media [330] #mondaymotivation,#tbt [204] #socialmedia,#socialmediamarketing [196] web,developer [194] product,need Top Word Pairs in Tweet in G1:
[180] influencer,marketing [150] #influencer,#influencermarketing [125] social,media [85] #competition,#influencer [82] #influencermarketing,#fridayfeeling [69] #fridayfeeling,#mondaymotivation [67] #mondaymotivation,#tbt [63] #influencermarketing,2022 [63] shefamshefam,#influencermarketing [56] #influencermarketing,#crypto Top Word Pairs in Tweet in G2:
[84] influencer,marketing [62] #influencer,#influencermarketing [41] #influencermarketing,#fridayfeeling [37] #influencers,#influencermarketing [35] #fridayfeeling,#mondaymotivation [35] #mondaymotivation,#tbt [32] #competition,#influencer [30] social,media [22] #tbt,#traveltuesday [21] #traveltuesday,#vegan Top Word Pairs in Tweet in G3:
[180] #socialmedia,#socialmediamarketing [163] gave,kred [163] kred,#influence [159] #marketing,#influencermarketing [145] #socialmediamarketing,#digitalmarketing [138] #digitalmarketing,#contentmarketing [135] #seo,#smm [131] #smm,#ecommerce [131] #ecommerce,#marketing [131] #website,#webmarketing Top Word Pairs in Tweet in G4:
[131] #passengers,#kargil [131] #kargil,#ladakh [131] #ladakh,#fly [131] #fly,#jammuandkashmir [131] #jammuandkashmir,#srinagar [131] #srinagar,#urgent [131] #urgent,#work [131] #work,further [131] further,#travel [131] #travel,booking Top Word Pairs in Tweet in G5:
[306] #influencer,#influencermarketing [298] #competition,#influencer [244] #influencermarketing,#fridayfeeling [214] #fridayfeeling,#mondaymotivation [209] #mondaymotivation,#tbt [160] web,developer [158] product,need [158] need,website [158] website,means [158] means,start Top Word Pairs in Tweet in G6:
[28] read,full [28] full,story [23] story,#influencermarketing [23] #influencermarketing,#influencer [6] influencer,marketing [3] ai,powered [3] powered,influencer [3] marketing,humanz [3] humanz,raises [3] raises,million Top Word Pairs in Tweet in G7:
[63] waste,time [63] time,finding [63] finding,influencers [63] influencers,leg [63] leg,work [63] work,make [63] make,sure [63] sure,covered [62] bliiinkmusic,waste Top Word Pairs in Tweet in G8:
[33] big,thank [32] sharing,quote [22] social,commerce [21] quote,#socialcommerce [20] #socialcommerce,full [20] full,social [20] commerce,report [19] report,#socialshopping [19] #liveshopping,#influencermarketing [17] #socialshopping,#livestream Top Word Pairs in Tweet in G9:
[24] influenster,#influencermarketing [12] plant,based [9] #influencermarketing,#brands [8] #influencermarketing,#brand [7] walmart,influenster [7] #ads,#commercial [6] based,protein [5] #commercial,#ads [5] protein,powder [4] vegan,wholefoods Top Word Pairs in Tweet in G10:
[4] hubspot,hootsuite [4] hootsuite,cmicontent [4] cmicontent,sproutsocial [4] sproutsocial,socialmedia2day [4] socialmedia2day,neilpatel [4] neilpatel,larrykim [4] larrykim,marketingprofs [4] marketingprofs,marismith [4] marismith,garyvee [3] #dgsaga,#digitalmarketing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
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: