The graph represents a network of 1,964 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, 23 December 2022 at 20:26 UTC.
The requested start date was Friday, 23 December 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 6-day, 7-hour, 50-minute period from Friday, 16 December 2022 at 17:10 UTC to Friday, 23 December 2022 at 01:00 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 : 1964
Unique Edges : 1004
Edges With Duplicates : 12015
Total Edges : 13019
Number of Edge Types : 5
Retweet : 3607
MentionsInRetweet : 3119
Tweet : 2170
Mentions : 4086
Replies to : 37
Self-Loops : 3801
Reciprocated Vertex Pair Ratio : 0.0347448425624321
Reciprocated Edge Ratio : 0.0671563483735572
Connected Components : 590
Single-Vertex Connected Components : 492
Maximum Vertices in a Connected Component : 665
Maximum Edges in a Connected Component : 9547
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.718182
Graph Density : 0.000494380250520578
Modularity : 0.158352
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 1,964 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, 23 December 2022 at 20:26 UTC.
The requested start date was Friday, 23 December 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 6-day, 7-hour, 50-minute period from Friday, 16 December 2022 at 17:10 UTC to Friday, 23 December 2022 at 01:00 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:
[3434] #healthtech,#smartcity [3431] #datascientist,#csuite [3430] #csuite,#digitalhealth [3426] #smartcity,#datascientist [3420] #digitalhealth,#web3 [3408] #web3,#cx [3407] #cx,#ehealth [3401] #ehealth,#finserv [3399] #finserv,#cloud [2000] chidambara09,#healthtech Top Word Pairs in Tweet in G1:
[232] social,media [104] #seo,#smm [96] #socialmediamarketing,#smm [93] media,marketing [71] digital,marketing [59] #socialmedia,#socialmediamarketing [51] #smm,#seo [41] #oneofpoints,#socialmedia [40] visit,website [40] #marketing,#smm Top Word Pairs in Tweet in G2:
[219] bigjimrockfam,#smm [182] #smm,tracklist [69] big,jim [67] nan,tout [66] exclusive,interview [66] jim,nan [65] 11,00 [61] 00,youtube [60] freestyle,video [60] video,morning Top Word Pairs in Tweet in G3:
[3405] #healthtech,#smartcity [3402] #datascientist,#csuite [3401] #csuite,#digitalhealth [3397] #smartcity,#datascientist [3394] #digitalhealth,#web3 [3382] #web3,#cx [3381] #cx,#ehealth [3375] #ehealth,#finserv [3373] #finserv,#cloud [1975] chidambara09,#healthtech Top Word Pairs in Tweet in G4:
[36] #ff,#twitter [31] #twitter,#smm [30] #socialmedia,#smm [28] #smm,#socialmedia [21] #datascientist,#csuite [21] #smartcity,#datascientist [21] #healthtech,#smartcity [21] #csuite,#digitalhealth [21] #marketing,#digitalmarketing [18] #ehealth,#finserv Top Word Pairs in Tweet in G5:
[84] 300k,monthly [84] program,products [84] products,shopify [84] promote,affiliate [84] store,amazon [84] link,300k [84] shopify,store [84] affiliate,program [84] amazon,link [83] atoyebikayode,promote Top Word Pairs in Tweet in G6:
[126] #indiefilm,#filmmaking [114] #marketingtips,#startups [95] social,jukebox [79] #filmmaking,#indiemusic [75] social,media [70] #indiemusic,#music [67] #startups,#smallbiz [65] #smallbiz,#indiefilm [61] #music,#gaming [56] #socialmedia,#smm Top Word Pairs in Tweet in G7:
[46] social,media [46] media,marketing [44] content,marketing [44] marketing,need [44] seo,social [44] need,specialized [44] marketing,content [44] agency,understands [44] specialized,agency [44] comes,seo Top Word Pairs in Tweet in G8:
[27] social,media [27] media,marketing [22] created,#addmefast [22] issue,#crypto [22] #crypto,projects [22] major,issue [22] marketing,promotion [22] promotion,major [22] #addmefast,social [22] projects,created Top Word Pairs in Tweet in G9:
[18] #socialmediamarketing,#smo [15] #smm,#seo [13] #smo,#smm [13] #smo,#socialmediaagency [11] digital,marketing [11] #smm,#socialmediamarketing [9] #socialmediaagency,#socialmediamarketingteam [9] social,media [8] #digitalmarketinfranchise,#digitalmarketer [8] #ads,#promotion Top Word Pairs in Tweet in G10:
[17] social,media [9] #smm,#socialmedia [5] #smm,#contentmarketing [5] #socialmedia,#social [4] smexaminer,#smm [4] #b2b,#smm [4] #facebook,#seo [4] media,examiner [3] #harshsblog,#digitalmarketing [3] #smm,#marketing 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 G4:
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: