The graph represents a network of 2,381 Twitter users whose tweets in the requested range contained "#smm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 24 September 2021 at 20:05 UTC.
The requested start date was Friday, 24 September 2021 at 00:01 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 7-day, 23-hour, 36-minute period from Thursday, 16 September 2021 at 00:24 UTC to Friday, 24 September 2021 at 00:00 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 : 2381
Unique Edges : 1199
Edges With Duplicates : 9856
Total Edges : 11055
Number of Edge Types : 5
Retweet : 2775
MentionsInRetweet : 2829
Tweet : 4381
Mentions : 1009
Replies to : 61
Self-Loops : 4590
Reciprocated Vertex Pair Ratio : 0.0127729707457767
Reciprocated Edge Ratio : 0.0252237591537836
Connected Components : 584
Single-Vertex Connected Components : 438
Maximum Vertices in a Connected Component : 1377
Maximum Edges in a Connected Component : 9021
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.246027
Graph Density : 0.000433756030761738
Modularity : 0.233224
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,381 Twitter users whose tweets in the requested range contained "#smm", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 24 September 2021 at 20:05 UTC.
The requested start date was Friday, 24 September 2021 at 00:01 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 7-day, 23-hour, 36-minute period from Thursday, 16 September 2021 at 00:24 UTC to Friday, 24 September 2021 at 00:00 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 : #smm
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:
[1210] social,media [846] #socialmediamarketing,#smm [514] #socialmedia,#smm [513] #socialmedia,#socialmediamarketing [453] #oneofpoints,#socialmedia [407] #seo,#smm [357] #smm,#digitalmarketing [328] using,link [316] #smm,#socialmedia [315] #sem,#smm Top Word Pairs in Tweet in G1:
[173] social,media [100] #seo,#smm [89] digital,marketing [87] #smm,#sem [84] #socialmedia,#smm [54] link,#smm [52] spread,business [52] business,worldwide [52] worldwide,very [52] very,fast Top Word Pairs in Tweet in G2:
[327] using,link [315] #socialmediamarketing,#smm [306] #smm,#digitalmarketing [259] #website,#design [258] #rgb,#web [258] #web,#tech [258] #tech,#rgbwebtech [258] #rgbwebtech,#website [255] #advertising,#socialmediamarketing [250] #design,#development Top Word Pairs in Tweet in G3:
[154] social,media [83] xklusive,media [82] media,digital [82] digital,social [82] media,agency [82] agency,offer [82] offer,great [82] great,professional [82] professional,service [82] service,following Top Word Pairs in Tweet in G4:
[62] #seo,#sem [61] gt,#marketing [61] #marketing,#optimisation [61] #optimisation,#analysis [61] #analysis,#seo [61] #sem,#smo [61] #smo,#smm [47] sejournal,youtube [46] #smm,#socialmediamarketing [42] sej,gt Top Word Pairs in Tweet in G5:
[459] #socialmediamarketing,#smm [453] #socialmedia,#socialmediamarketing [451] #oneofpoints,#socialmedia [274] social,media [100] #smm,social [61] media,marketing [53] #smm,snapchat [50] #socialmedia,#smm [30] need,know [30] instagram,statistics Top Word Pairs in Tweet in G6:
[96] more,information [96] information,#smm [96] #smm,#design [96] #design,#videomaking [96] #videomaking,#nft [96] #nft,#cryptocurrency [96] #cryptocurrency,#ethereum [96] #ethereum,#bitcoin [94] nicelodium,more Top Word Pairs in Tweet in G7:
[15] #influencerpromotion,#topcasestudy [13] #yourmustread,#influencerpromotion [10] grazytgrazynatt,influencerprom1 [10] #promoedutech,#yourmustread [9] serve,humanity [9] humanity,cybersecurity [9] cybersecurity,#promoedutech [7] pestochampion,srinualme [7] srinualme,_____yo_____yo [7] #cybersecurity,#megatrends Top Word Pairs in Tweet in G8:
[163] #seo,#smm [117] #smm,#links [117] #links,#backlinks [98] #backlinks,#linkbuilding [92] #linkbuilding,#blogcomments [70] #analytics,#marketing [69] #blogcomments,#webtraffic [69] #onlinemarketing,#seotips [55] #digitalmarketing,#digitaltools [55] #seotips,#analytics Top Word Pairs in Tweet in G9:
[17] social,media [10] predictions,2022 [10] 2022,beyond [9] #smm,#socialmediamarketing [9] #smm,#contentmarketing [8] #influencermarketing,#brandambassadors [8] sproutsocial,#smm [8] trends,predictions [7] drive,more [7] media,marketing Top Word Pairs in Tweet in G10:
[96] social,media [38] #smm,#socialmedia [17] media,marketing [12] #socialmedia,#contentmarketing [12] media,followers [11] #instagram,#smm [10] jeffbullas,top [10] business,#smm [9] actionable,steps [9] steps,convert Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G6:
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: