The graph represents a network of 1,805 Twitter users whose recent tweets contained "#MarketingTwitter", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 29 July 2022 at 21:28 UTC.
The tweets in the network were tweeted over the 10-day, 1-hour, 30-minute period from Tuesday, 19 July 2022 at 19:30 UTC to Friday, 29 July 2022 at 21:00 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 : 1805
Unique Edges : 1846
Edges With Duplicates : 1104
Total Edges : 2950
Number of Edge Types : 5
Retweet : 1590
Tweet : 886
MentionsInRetweet : 190
Mentions : 243
Replies to : 41
Self-Loops : 947
Reciprocated Vertex Pair Ratio : 0.0172626387176326
Reciprocated Edge Ratio : 0.0339393939393939
Connected Components : 391
Single-Vertex Connected Components : 230
Maximum Vertices in a Connected Component : 983
Maximum Edges in a Connected Component : 1701
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 5.081277
Graph Density : 0.000506722518748733
Modularity : 0.553424
NodeXL Version : 1.0.1.449
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=279699
Data Import : The graph represents a network of 1,805 Twitter users whose recent tweets contained "#MarketingTwitter", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Friday, 29 July 2022 at 21:28 UTC.
The tweets in the network were tweeted over the 10-day, 1-hour, 30-minute period from Tuesday, 19 July 2022 at 19:30 UTC to Friday, 29 July 2022 at 21:00 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 : TwitterSearch
Graph Term : #MarketingTwitter
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1063] #marketing,#marketingtwitter [716] #business,#jobs [716] #jobs,#marketing [716] #marketingtwitter,#work [712] #client,#hiring [712] #hiring,#developers [712] #developers,pay [712] pay,#eth [712] #eth,co [711] #flexjobs,#simplyhired Top Word Pairs in Tweet in G1:
[687] #client,#hiring [687] #hiring,#developers [687] #developers,pay [687] pay,#eth [687] #eth,co [687] co,kop8jkdi66 [687] kop8jkdi66,#business [687] #business,#jobs [687] #jobs,#marketing [687] #marketing,#marketingtwitter Top Word Pairs in Tweet in G2:
[18] #marketing,#marketingtwitter [11] #marketingdigital,#marketingtwitter [10] #marketingtips,#marketingtwitter [10] social,media [10] digital,marketing [8] #marketingtwitter,#marketing [7] email,marketing [6] #business,#marketingtwitter [6] #marketingtwitter,#marketingdigital [6] #emailmarketing,#marketingtips Top Word Pairs in Tweet in G3:
[219] #marketing,#marketingtwitter [192] #marketingtwitter,#marketingtips [145] #digitalmarketing,#marketing [88] lead,magnet [88] magnet,funnel [88] funnel,creator [88] creator,better [88] better,generate [88] sign,#marketing [88] #marketing,#landingpage Top Word Pairs in Tweet in G4:
[44] #marketing,#marketingtwitter [20] social,media [18] #marketingtwitter,#marketingtips [10] #digitalmarketing,#marketing [10] #socialmedia,#marketing [9] #marketingtwitter,#marketing [9] #digitalmarketing,#marketingtwitter [9] employee,advocacy [8] #business,#marketingtwitter [8] #100daysofcode,#socialmediamarketing Top Word Pairs in Tweet in G5:
[10] social,media [6] thatchristinag,#marketingtwitter [5] community,building [5] building,called [5] called,word [5] word,mouth [5] mouth,thatchristinag [5] thatchristinag,nickb2005 [5] nickb2005,fascinating [5] fascinating,evolution Top Word Pairs in Tweet in G6:
[106] #digitalmarketing,#marketingtwitter [106] #marketingtwitter,#pcbuild [106] #pcbuild,#designthinking [106] #designthinking,#distancelearning [106] #distancelearning,#seo [106] #seo,#seoexpert [106] #seoexpert,#socialmediamarketing [106] #socialmediamarketing,#indiedev [106] #indiedev,#indiegame [106] #indiegame,#rstats Top Word Pairs in Tweet in G7:
[23] #marketingtwitter,review [21] review,sponsors [21] sponsors,reggaesumfest [21] reggaesumfest,loading [2] _shansb,reggaesumfest [2] reggaesumfest,loved [2] loved,#marketingtwitter [2] review,def [2] def,agree Top Word Pairs in Tweet in G8:
[19] #marketingtwitter,#writingtwitter [18] hey,roll [18] roll,call [18] call,people [18] people,remote [18] remote,jobs [18] jobs,#marketingtwitter [18] #writingtwitter,stuff [18] stuff,time [18] time,love Top Word Pairs in Tweet in G9:
[16] #marketing,#marketingtwitter [11] people,work [11] work,100 [11] 100,fact [11] fact,ex [11] ex,bill [11] bill,gates [11] gates,jeff [11] jeff,bezos [11] bezos,fact Top Word Pairs in Tweet in G10:
[9] #digitalmarketing,#marketingtwitter [8] digital,marketing [7] #digitalmarketing,#marketing [7] #marketing,#marketingtwitter [7] #marketingtwitter,#marketingtips [6] best,digital [6] marketing,tools [6] tools,#digitalmarketing [4] grow,business [3] rank,higher Top Replied-To in Entire Graph:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G2:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G5:
Top Mentioned in G7:
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: