The graph represents a network of 5,176 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 21 March 2021 at 13:24 UTC.
The requested start date was Sunday, 21 March 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 2-day, 2-hour, 6-minute period from Thursday, 18 March 2021 at 19:00 UTC to Saturday, 20 March 2021 at 21:06 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 : 5176
Unique Edges : 3800
Edges With Duplicates : 9214
Total Edges : 13014
Number of Edge Types : 5
Retweet : 3050
MentionsInRetweet : 3731
Tweet : 4233
Mentions : 1920
Replies to : 80
Self-Loops : 4491
Reciprocated Vertex Pair Ratio : 0.0243201414990051
Reciprocated Edge Ratio : 0.0474854306065185
Connected Components : 1895
Single-Vertex Connected Components : 1304
Maximum Vertices in a Connected Component : 2118
Maximum Edges in a Connected Component : 8545
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.486019
Graph Density : 0.000172964779846038
Modularity : 0.395159
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 5,176 Twitter users whose tweets in the requested range contained "#marketing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 21 March 2021 at 13:24 UTC.
The requested start date was Sunday, 21 March 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 2-day, 2-hour, 6-minute period from Thursday, 18 March 2021 at 19:00 UTC to Saturday, 20 March 2021 at 21:06 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 : #marketing
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:
[315] #essay,due [279] #paper,pay [260] due,#paper [255] #paper,write [244] #someone,help [241] #english,#paper [239] help,paper [237] #do,homework [225] write,#english [222] social,media Top Word Pairs in Tweet in G1:
[105] #algebra,#calculus [105] #online,class [99] #calculus,#statistics [94] #business,law [91] law,#math [90] #math,#algebra [87] #biology,#nursing [86] #statistics,#biology [86] class,course [83] #assignment,#online Top Word Pairs in Tweet in G2:
[66] #ai,#iot [56] intengineering,enricomolinari [56] wef,enricomolinari [40] sale,#tech [40] #tech,#startup [40] #startup,#entrepreneur [40] #entrepreneur,#venturecapital [40] #venturecapital,#technology [40] #technology,#fashion [40] #fashion,#fintech Top Word Pairs in Tweet in G3:
[47] #marketing,#seo [40] free,web [40] web,proxy [35] #seo,#b2b [34] #paper,pay [34] social,media [33] #essay,due [33] #marketing,#digitalmarketing [30] #do,homework [30] digital,marketing Top Word Pairs in Tweet in G4:
[80] charlesfrize,#socialmediamarketing [80] #socialmediamarketing,#onlineadvertising [80] #onlineadvertising,#seo [79] #seo,#onlinemarketingtopeurope [79] #onlinemarketingtopeurope,#digitalmarketingservices [79] #digitalmarketingservices,#marketing [79] #marketing,#onlineadvertisingghana [76] #frizemedia,charlesfrize [61] lt,co [60] co,msyibbytd5 Top Word Pairs in Tweet in G5:
[186] #essay,due [182] #paper,pay [173] #someone,help [173] due,#paper [171] help,paper [169] #paper,write [161] pay,#someone [160] #english,#paper [157] write,#english [151] #do,homework Top Word Pairs in Tweet in G6:
[16] small,business [15] #marketing,video [11] #smallbusiness,#entrepreneur [11] social,media [11] #googlemarketing,#marketing [9] marketing,tips [9] tips,seo [9] seo,ideas [9] ideas,resources [9] business,diy Top Word Pairs in Tweet in G7:
[87] #zirigozagroup,#e [86] #e,commerce [86] commerce,#marketing [86] #marketing,#enkil [86] #enkil,#8020 [62] #marketing,#seo [40] #zirigozagroup,#marketing [31] #digitalmarketing,#marketing [25] #marketing,#networking [22] #affiliatemarketing,#affiliate Top Word Pairs in Tweet in G8:
[23] #smallbusiness,#smallbiz [23] #business,#startup [16] #marketing,#contentmarketing [15] #digitalmarketing,#marketing [15] #marketing,#growthhacking [14] #startup,#smallbiz [13] #smallbiz,#marketing [10] #behavioraleconomics,#behavioralscience [10] small,business [10] #leadership,#startup Top Word Pairs in Tweet in G9:
[23] affiliate,marketing [22] marketing,system [20] #business,#marketing [19] auto,build [19] build,affiliate [19] system,10 [19] 10,join [19] join,started [19] started,seeing [19] seeing,sales Top Word Pairs in Tweet in G10:
[74] #3d,#model [68] #model,#unity [63] #unity,#unity3d [57] #unity3d,#learn [46] #gamedev,#indie [44] #learn,#game [44] #game,#gamedev [44] #indie,#unreal [43] #unreal,#programming [43] #programming,#industry Top Replied-To in Entire Graph:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
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: