The graph represents a network of 2,480 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, 08 July 2022 at 19:27 UTC.
The requested start date was Friday, 08 July 2022 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 9-day, 20-hour, 58-minute period from Monday, 27 June 2022 at 22:46 UTC to Thursday, 07 July 2022 at 19:44 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 : 2480
Unique Edges : 1213
Edges With Duplicates : 9412
Total Edges : 10625
Number of Edge Types : 5
Retweet : 2335
MentionsInRetweet : 2468
Tweet : 4820
Mentions : 960
Replies to : 42
Self-Loops : 5075
Reciprocated Vertex Pair Ratio : 0.0276880479926165
Reciprocated Edge Ratio : 0.0538841490794791
Connected Components : 742
Single-Vertex Connected Components : 584
Maximum Vertices in a Connected Component : 963
Maximum Edges in a Connected Component : 6741
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.152663
Graph Density : 0.000362236333589246
Modularity : 0.232989
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,480 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, 08 July 2022 at 19:27 UTC.
The requested start date was Friday, 08 July 2022 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 9-day, 20-hour, 58-minute period from Monday, 27 June 2022 at 22:46 UTC to Thursday, 07 July 2022 at 19:44 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:
[1420] social,media [366] #socialmedia,#smm [356] #seo,#smm [302] media,marketing [295] #socialmediamarketing,#smm [258] #smm,#socialmedia [253] #socialmedia,#socialmediamarketing [243] #marketing,#smm [234] digital,marketing [233] #smm,#socialmediamarketing Top Word Pairs in Tweet in G1:
[383] social,media [130] #socialmediamarketing,#smm [112] #seo,#smm [110] #socialmedia,#socialmediamarketing [101] digital,marketing [82] #oneofpoints,#socialmedia [75] media,marketing [58] #digitalmarketing,#seo [42] #smm,#socialmedia [41] #smo,#smm Top Word Pairs in Tweet in G2:
[186] #amftoken,#smm [185] appreciate,amazing [185] amazing,community [185] community,amf [185] amf,#amftoken [98] tokenamf,appreciate [86] reached,6000 [86] 6000,amf [86] amf,holders [86] holders,gets Top Word Pairs in Tweet in G3:
[113] #digitalmarketing,#smm [85] #smm,#socialmediamarketing [83] social,media [80] #marketing,#digitalmarketing [76] #seo,#smm [58] #marketing,#smm [54] getting,started [54] #marketing,understanding [54] understanding,using [43] digital,marketing Top Word Pairs in Tweet in G4:
[135] social,media [134] help,build [134] build,social [134] media,profile [133] xklusive_media,help [133] profile,facebo [2] create,meaningful [2] meaningful,relevant [2] relevant,content [2] content,necessary Top Word Pairs in Tweet in G5:
[35] social,media [18] #smm,#socialmediamarketing [14] media,marketing [12] #socialmediamarketing,video [9] #socialmedia,#smm [9] #smm,#marketing [8] people,hard [8] hard,time [8] time,being [8] being,take Top Word Pairs in Tweet in G6:
[54] #seo,#smm [53] #socialmedia,#socialmediamarketing [50] #socialmediamarketing,#digitalmarketing [50] #digitalmarketing,#contentmarketing [50] #smm,#ecommerce [50] #ecommerce,#marketing [50] #marketing,#influencermarketing [50] #website,#webmarketing [49] #contentmarketing,#seo [47] #influencermarketing,#freelancer Top Word Pairs in Tweet in G7:
[96] #marketing,#optimisation [96] #optimisation,#webanalytics [96] #webanalytics,#seo [96] #seo,#sem [96] #sem,#smo [96] #smo,#smm [28] #smm,#socialmediamarketing [14] user,data [14] google,apple [14] #optimisable,google Top Word Pairs in Tweet in G8:
[138] #seoagency,#seoexpert [137] #seoexpert,#linkbuilding [136] #contentmarketing,#smm [136] #linkbuilding,#seoservice [132] #seoservice,#backlink [132] #backlink,#backlinks [132] #smm,#sem [131] #backlinks,#seomarketing [131] #seomarketing,#seotools [131] #seotools,#contentmarketing Top Word Pairs in Tweet in G9:
[61] #spdc,#smm [59] #smm,#tweetuk [56] #silver,#plated [56] #tweetuk,#ukgifthour [53] jwa_2016,#silver [40] social,media [38] love,retweet [34] #cubic,#zirconia [30] 26,8k [30] 8k,followers Top Word Pairs in Tweet in G10:
[6] #influencerpromotion,#topcasestudy [5] #promoedutech,#yourmustread [5] #yourmustread,#influencerpromotion [4] #cybersecurity,#megatrends [4] #custserv,#ai [4] #brest,#paris [4] #womenintech,#technology [4] serve,humanity [4] humanity,cybersecurity [4] cybersecurity,#promoedutech Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
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: