The graph represents a network of 2,520 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 October 2021 at 20:02 UTC.
The requested start date was Friday, 08 October 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 8-day, 11-hour, 48-minute period from Wednesday, 29 September 2021 at 12:11 UTC to Friday, 08 October 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 : 2520
Unique Edges : 1517
Edges With Duplicates : 9624
Total Edges : 11141
Number of Edge Types : 5
Tweet : 4270
Mentions : 1257
Retweet : 2556
MentionsInRetweet : 2934
Replies to : 124
Self-Loops : 4540
Reciprocated Vertex Pair Ratio : 0.0205479452054795
Reciprocated Edge Ratio : 0.0402684563758389
Connected Components : 703
Single-Vertex Connected Components : 522
Maximum Vertices in a Connected Component : 1383
Maximum Edges in a Connected Component : 8524
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 6.096057
Graph Density : 0.000422503260931209
Modularity : 0.25625
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,520 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 October 2021 at 20:02 UTC.
The requested start date was Friday, 08 October 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 8-day, 11-hour, 48-minute period from Wednesday, 29 September 2021 at 12:11 UTC to Friday, 08 October 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:
[1259] social,media [673] #socialmediamarketing,#smm [612] #socialmedia,#socialmediamarketing [470] #oneofpoints,#socialmedia [410] #seo,#smm [392] #socialmedia,#smm [298] media,marketing [288] #smm,#socialmedia [273] #sem,#smm [265] gt,gt Top Word Pairs in Tweet in G1:
[317] social,media [91] #seo,#smm [72] media,marketing [68] digital,marketing [56] #smm,#socialmediamarketing [47] #smm,#socialmedia [46] #digitalmarketing,#smm [44] #socialmediamarketing,#smm [44] follow,#smm [41] #smm,#seo Top Word Pairs in Tweet in G2:
[554] #socialmedia,#socialmediamarketing [488] #socialmediamarketing,#smm [467] #oneofpoints,#socialmedia [342] social,media [139] #socialmedia,#smm [108] media,marketing [105] #smm,social [61] #seo,#smm [61] #socialmediamarketing,#digitalmarketing [55] #smm,snapchat Top Word Pairs in Tweet in G3:
[171] #seo,#sem [161] #sem,#smm [107] #rgb,#web [107] #web,#tech [107] #tech,#rgbwebtech [107] #rgbwebtech,#website [107] #website,#design [106] #design,#development [103] #development,#digital [91] #digital,#marketing Top Word Pairs in Tweet in G4:
[121] mikequindazzi,#5g [120] fastest,#internet [120] #internet,speeds [120] speeds,world [119] #5g,#mobile [99] world,visualcap [99] visualcap,mikequindazzi [98] haroldsinnott,fastest [72] #mobile,#bigdataâ [69] #marketing,#smm Top Word Pairs in Tweet in G5:
[22] #yourmustread,#influencerpromotion [19] #influencerpromotion,#topcasestudy [14] grazytgrazynatt,influencerprom1 [13] #promoedutech,#yourmustread [12] #topcasestudy,#cybersecurity [12] serve,humanity [12] humanity,cybersecurity [12] cybersecurity,#promoedutech [10] #cybersecurity,#knowledge [10] influencerprom1,ai_miami Top Word Pairs in Tweet in G6:
[114] social,media [39] #smm,#socialmedia [25] #instagram,#smm [22] media,marketing [17] #smm,#sponsored [17] #sponsored,contentcreatora [16] #contentmarketing,#smm [15] today,#smm [14] #facebook,#smm [14] #socialmedia,#smm Top Word Pairs in Tweet in G7:
[156] #seo,#smm [156] #links,#backlinks [154] #smm,#links [137] #backlinks,#linkbuilding [133] #linkbuilding,#blogcomments [112] #blogcomments,#webtraffic [112] #analytics,#marketing [111] #onlinemarketing,#seotips [99] #webtraffic,#digitalmarketing [98] #digitalmarketing,#digitaltools Top Word Pairs in Tweet in G8:
[43] #digitalmarketing,#bestdigitalmarketing [43] #bestdigitalmarketing,#seo [43] #seo,#ppc [43] #ppc,#ads [43] #ads,#promotion [43] #promotion,#socialmediamarketing [43] #socialmediamarketing,#smo [43] #smo,#smm [43] #smm,#website [43] #website,#design Top Word Pairs in Tweet in G9:
[126] #contentmarketing,#smm [125] #seoagency,#seoexpert [125] #seoexpert,#linkbuilding [125] #linkbuilding,#seoservice [125] #seoservice,#backlink [124] #backlink,#backlinks [124] #backlinks,#seomarketing [124] #seomarketing,#seotools [124] #seotools,#contentmarketing [124] #smm,#sem Top Word Pairs in Tweet in G10:
[34] social,media [20] digital,marketing [18] #smm,#socialmediamarketing [17] #smm,#digitalmarketing [17] #socialmediamarketing,#digitalmarketing [16] #digitalmarketing,#socialmediamarketing [15] media,marketing [15] #smm,#marketingtips [12] #marketingtips,#smm [12] #smm,#socialmedia Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G4:
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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: