The graph represents a network of 2,330 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, 19 November 2021 at 21:01 UTC.
The requested start date was Friday, 19 November 2021 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 8-day, 13-hour, 30-minute period from Wednesday, 10 November 2021 at 11:30 UTC to Friday, 19 November 2021 at 01:01 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 : 2330
Unique Edges : 1493
Edges With Duplicates : 9909
Total Edges : 11402
Number of Edge Types : 5
Tweet : 4389
MentionsInRetweet : 3100
Mentions : 1153
Retweet : 2718
Replies to : 42
Self-Loops : 4651
Reciprocated Vertex Pair Ratio : 0.0135396518375242
Reciprocated Edge Ratio : 0.0267175572519084
Connected Components : 573
Single-Vertex Connected Components : 448
Maximum Vertices in a Connected Component : 1487
Maximum Edges in a Connected Component : 9489
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.942071
Graph Density : 0.000482809583217391
Modularity : 0.232669
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,330 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, 19 November 2021 at 21:01 UTC.
The requested start date was Friday, 19 November 2021 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 8-day, 13-hour, 30-minute period from Wednesday, 10 November 2021 at 11:30 UTC to Friday, 19 November 2021 at 01:01 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:
[1331] social,media [996] #socialmediamarketing,#smm [527] #socialmedia,#socialmediamarketing [465] #smm,#digitalmarketing [463] #oneofpoints,#socialmedia [442] #socialmedia,#smm [386] #seo,#sem [365] #sem,#smm [317] #website,#design [305] media,marketing Top Word Pairs in Tweet in G1:
[252] social,media [87] #socialmedia,#smm [76] #seo,#smm [62] digital,marketing [56] media,marketing [51] #smm,#socialmedia [51] #socialmediamarketing,#smm [45] #smm,#digitalmarketing [39] #smm,#marketing [34] media,manager Top Word Pairs in Tweet in G2:
[144] #seo,#smm [100] social,media [93] #smm,#links [93] #links,#backlinks [84] #smm,#website [80] #smo,#smm [73] #backlinks,#linkbuilding [71] #website,#design [69] #bestdigitalmarketing,#seo [69] #socialmediamarketing,#smo Top Word Pairs in Tweet in G3:
[404] #socialmediamarketing,#smm [360] #smm,#digitalmarketing [267] #advertising,#socialmediamarketing [107] social,media [101] gt,gt [94] #seo,#sem [90] #smo,#smm [89] gt,#marketing [89] #marketing,#optimisation [88] #optimisation,#analysis Top Word Pairs in Tweet in G4:
[22] #yourmustread,#influencerpromotion [19] grazytgrazynatt,influencerprom1 [17] #influencerpromotion,#topcasestudy [16] #promoedutech,#yourmustread [15] #smm,#seo [15] serve,humanity [15] humanity,cybersecurity [15] cybersecurity,#promoedutech [12] growth,process [12] process,great Top Word Pairs in Tweet in G5:
[153] #contentmarketing,#smm [147] #smm,#sem [139] social,media [133] #seoagency,#seoexpert [131] #seoexpert,#linkbuilding [131] #linkbuilding,#seoservice [131] #seoservice,#backlink [130] #backlink,#backlinks [129] #backlinks,#seomarketing [129] #seomarketing,#seotools Top Word Pairs in Tweet in G6:
[291] #sem,#smm [235] #website,#design [233] #rgb,#web [233] #web,#tech [233] #tech,#rgbwebtech [233] #rgbwebtech,#website [231] #design,#development [225] #development,#digital [211] #digital,#marketing [210] #marketing,#online Top Word Pairs in Tweet in G7:
[45] social,media [19] #socialmedia,#smm [16] #socialmediamarketing,#seo [14] #smm,#contentmarketing [12] #seo,#smm [12] #socialmedia,#ecommerce [12] #ecommerce,#smm [12] #contentmarketing,#socialmediamarketing [10] #socialmedia,#socialmediamarketing [10] #seo,#blogger Top Word Pairs in Tweet in G8:
[30] marketing,agency [30] agency,scrambling [30] scrambling,find [30] find,alternative [30] alternative,relax [30] relax,we've [30] we've,covered [30] covered,introducing [30] introducing,eclincher's [29] eclincher,marketing Top Word Pairs in Tweet in G9:
[170] social,jukebox [153] social,media [76] #socialmedia,#smm [69] simple,steps [69] steps,driving [69] driving,free [69] free,traffic [69] traffic,leads [69] leads,social [69] media,#leadgeneration Top Word Pairs in Tweet in G10:
[14] paulcroubalian,misadventures [13] melishughes,moment [13] moment,destress [13] destress,strategies [13] strategies,#smm [13] misadventures,mid [13] mid,life [13] life,dating [12] bebee,#smm [10] curate,thought 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 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: