The graph represents a network of 2,668 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, 20 January 2022 at 19:56 UTC.
The requested start date was Thursday, 20 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, 23-minute period from Thursday, 06 January 2022 at 01:35 UTC to Thursday, 20 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 : 2668
Unique Edges : 2002
Edges With Duplicates : 9309
Total Edges : 11311
Number of Edge Types : 5
Retweet : 3193
MentionsInRetweet : 4099
Tweet : 2503
Mentions : 1355
Replies to : 161
Self-Loops : 2741
Reciprocated Vertex Pair Ratio : 0.0354565422026985
Reciprocated Edge Ratio : 0.0684848484848485
Connected Components : 571
Single-Vertex Connected Components : 378
Maximum Vertices in a Connected Component : 1666
Maximum Edges in a Connected Component : 9412
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 4.165252
Graph Density : 0.000463772613131005
Modularity : 0.285349
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,668 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, 20 January 2022 at 19:56 UTC.
The requested start date was Thursday, 20 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, 23-minute period from Thursday, 06 January 2022 at 01:35 UTC to Thursday, 20 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:
[707] #influencer,#influencermarketing [553] influencer,marketing [408] #competition,#influencer [392] #influencermarketing,#fridayfeeling [327] #fridayfeeling,#mondaymotivation [311] #mondaymotivation,#tbt [279] social,media [205] product,need [205] need,website [205] website,means Top Word Pairs in Tweet in G1:
[72] influencer,marketing [54] #influencer,#influencermarketing [32] #influencermarketing,#fridayfeeling [31] #influencers,#influencermarketing [23] #fridayfeeling,#mondaymotivation [23] #competition,#influencer [22] #mondaymotivation,#tbt [21] social,media [16] #influencermarketing,#influencers [14] #traveltuesday,#vegan Top Word Pairs in Tweet in G2:
[175] #influencer,#influencermarketing [164] influencer,marketing [121] #influencermarketing,#fridayfeeling [100] #fridayfeeling,#mondaymotivation [96] #mondaymotivation,#tbt [95] #competition,#influencer [71] shefamshefam,#influencermarketing [69] social,media [60] 2022,#influencermarketing [53] #tbt,#traveltuesday Top Word Pairs in Tweet in G3:
[99] gave,kred [99] kred,#influence [79] #influencermarketing,#content [64] #marketingstrategy,#growthhacking [63] eli_krumova,gave [57] #yourplatformwiththeheart,#promoedutech [55] #promoedutech,#influencerpromotion [50] #growthhacking,#contentmarketing [49] #promoedutech,#yourmustread [47] #contentmarketing,#marketing Top Word Pairs in Tweet in G4:
[275] #influencer,#influencermarketing [254] #competition,#influencer [207] #influencermarketing,#fridayfeeling [176] #fridayfeeling,#mondaymotivation [167] #mondaymotivation,#tbt [163] product,need [163] need,website [163] website,means [163] means,start [163] start,foundation Top Word Pairs in Tweet in G5:
[166] #socialmedia,#socialmediamarketing [138] #socialmediamarketing,#digitalmarketing [126] #marketing,#influencermarketing [119] #digitalmarketing,#contentmarketing [116] #seo,#smm [113] #website,#webmarketing [113] #smm,#ecommerce [112] #ecommerce,#marketing [105] #contentmarketing,#seo [101] #influencermarketing,#freelancer Top Word Pairs in Tweet in G6:
[50] influencer,marketing [32] 2022,thank [19] influencers,follow [19] follow,2022 [19] 2020,coined [19] coined,phrase [19] phrase,competence [19] competence,influence [19] influence,trend [19] trend,continue Top Word Pairs in Tweet in G7:
[59] influencer,marketing [25] social,media [23] #influencermarketing,#influencers [14] influencers,#influencermarketing [12] #influencer,#influencermarketing [10] marketing,campaign [10] campaign,#influencermarketing [9] brand,#influencermarketing [9] linkedin,influencers [9] influencers,become Top Word Pairs in Tweet in G8:
[25] read,full [25] full,story [21] story,#influencermarketing [20] #influencermarketing,#influencer [4] influencer,marketing [3] campaign,read [3] meet,joshua [3] joshua,block [3] block,recent [3] recent,grad Top Word Pairs in Tweet in G9:
[29] #digitalmarketing,#influencermarketing [17] trends,2022 [12] influencer,marketing [12] xwave,review [12] review,bonus [12] bonus,demo [12] demo,ai [12] ai,video [12] video,marketing [12] marketing,software Top Word Pairs in Tweet in G10:
[24] influenster,#influencermarketing [11] neuer,begriff [11] begriff,#influencermarketing [9] #influencermarketing,#brands [8] walmart,influenster [8] #influencermarketing,#wiki [7] #influencermarketing,#brand [6] plant,based [5] kodiak,cakes [5] #influencermarketing,wiki Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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: