The graph represents a network of 2,564 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, 02 January 2020 at 07:41 UTC.
The requested start date was Thursday, 02 January 2020 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 8-day, 20-hour, 0-minute period from Monday, 23 December 2019 at 19:10 UTC to Wednesday, 01 January 2020 at 15:11 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 : 2564
Unique Edges : 3274
Edges With Duplicates : 6069
Total Edges : 9343
Number of Edge Types : 4
MentionsInRetweet : 5121
Tweet : 1763
Mentions : 2393
Replies to : 66
Self-Loops : 1763
Reciprocated Vertex Pair Ratio : 0.0358989086731763
Reciprocated Edge Ratio : 0.069309675630718
Connected Components : 533
Single-Vertex Connected Components : 363
Maximum Vertices in a Connected Component : 1677
Maximum Edges in a Connected Component : 8159
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 5.401313
Graph Density : 0.000548882665411962
Modularity : 0.368002
NodeXL Version : 1.0.1.422
Data Import : The graph represents a network of 2,564 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, 02 January 2020 at 07:41 UTC.
The requested start date was Thursday, 02 January 2020 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 8-day, 20-hour, 0-minute period from Monday, 23 December 2019 at 19:10 UTC to Wednesday, 01 January 2020 at 15:11 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:
[527] influencer,marketing [301] #business,#growthhacking [295] #entrepreneur,#trending [293] #trending,#today [293] #today,#business [284] #influencer,#influencermarketing [270] #growthhacking,#ff [254] #ff,#followfriday [249] social,media [248] #b2b,#marketing Top Word Pairs in Tweet in G1:
[107] influencer,marketing [42] #influencer,#influencermarketing [25] social,media [17] #funny,#photography [17] #influencermarketing,#marketing [15] #happybirthday,#birthday [15] #birthday,#influencer [15] #influencermarketing,#medicare [15] #influencermarketing,#contentmarketing [15] #digitalmarketing,#influencermarketing Top Word Pairs in Tweet in G2:
[224] #b2b,#marketing [167] #marketing,#digitalmarketing [146] #digitalmarketing,#socialmedia [102] #socialmedia,#martech [50] thought,leaders [50] leaders,influencers [50] influencers,follow [50] follow,2020 [42] social,media [40] 2020,#b2binfluencermarketing Top Word Pairs in Tweet in G3:
[287] #entrepreneur,#trending [287] #business,#growthhacking [285] #trending,#today [285] #today,#business [263] #growthhacking,#ff [216] #seo,#smm [203] #ff,#followfriday [182] #smm,#marketing [167] #giveaway,#contest [167] #followfriday,#followback Top Word Pairs in Tweet in G4:
[59] influencer,marketing [24] #influencermarketing,#influencer [24] #influencer,#marketing [23] influencermh,#influencermarketing [22] #marketing,#increasedprofits [21] growth,freedom [20] #increasedprofits,#marketingspecialist [19] #marketingspecialist,#business [18] #influencer,marketing [18] #business,#growth Top Word Pairs in Tweet in G5:
[133] #yourmustread,#influencerpromotion [107] #influencerpromotion,#topcasestudy [101] itakethelead,365surmarius [101] 365surmarius,themrblueprint [101] themrblueprint,mrkmrkmoh [101] mrkmrkmoh,mariussou [101] mariussou,kiyotaka_1991 [98] grazytgrazynatt,influencerprom1 [89] wanderingstarz1,cynthia_lardner [88] #promoedutech,#yourmustread Top Word Pairs in Tweet in G6:
[30] #rt,startgrowthhack [29] #influencermarketing,#ecommerce [26] social,media [25] steps,#influencermarketing [25] #ecommerce,successfully [25] successfully,conduct [25] conduct,audience [25] use,content [23] unusual,ways [23] ways,share Top Word Pairs in Tweet in G7:
[17] monumental,increase [17] increase,internet [17] internet,consumption [17] consumption,2019 [17] 2019,revolutionary [17] revolutionary,year [17] year,#influencermarketing [15] e4mtweets,monumental [15] #influencermarketing,#socia [5] social,media Top Word Pairs in Tweet in G8:
[34] influencer,marketing [9] free,book [9] book,beginners [9] beginners,guide [9] guide,influencer [9] marketing,learn [9] learn,steps [9] steps,becoming [9] becoming,well [9] well,known Top Word Pairs in Tweet in G9:
[52] ravikikan,#datascience [50] data,analytics [50] analytics,process [50] process,framework [50] framework,ravikikan [50] #datascience,#socialmedia [50] #socialmedia,#bigdata [50] #bigdata,#defstar5 [50] #defstar5,#inboundmarketing [49] ravikikan,data Top Word Pairs in Tweet in G10:
[55] #marketing,news [47] #advertising,newswire [38] #socialmedia,#advertising [32] #marketing,#socialmedia [30] #socialmedia,#influencermarketing [28] #advertising,#influencermarketing [27] marshawright,#marketing [17] marshawright,#advertising [17] 2020,#influencermarketing [17] #influencermarketing,trends Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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: