The graph represents a network of 5,693 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 Monday, 24 May 2021 at 13:20 UTC.
The requested start date was Sunday, 23 May 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 9-day, 2-hour, 32-minute period from Thursday, 13 May 2021 at 17:20 UTC to Saturday, 22 May 2021 at 19:52 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 : 5693
Unique Edges : 4193
Edges With Duplicates : 9187
Total Edges : 13380
Number of Edge Types : 5
MentionsInRetweet : 3853
Replies to : 106
Mentions : 2123
Retweet : 3146
Tweet : 4152
Self-Loops : 4397
Reciprocated Vertex Pair Ratio : 0.0341968911917098
Reciprocated Edge Ratio : 0.0661322645290581
Connected Components : 2192
Single-Vertex Connected Components : 1529
Maximum Vertices in a Connected Component : 2123
Maximum Edges in a Connected Component : 7940
Maximum Geodesic Distance (Diameter) : 15
Average Geodesic Distance : 4.886782
Graph Density : 0.00015399069192616
Modularity : 0.418531
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 5,693 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 Monday, 24 May 2021 at 13:20 UTC.
The requested start date was Sunday, 23 May 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 9-day, 2-hour, 32-minute period from Thursday, 13 May 2021 at 17:20 UTC to Saturday, 22 May 2021 at 19:52 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:
[311] social,media [237] #digitalmarketing,#marketing [210] #marketing,#digitalmarketing [187] domainfq,domain [175] #javascript,#python [173] #100daysofcode,#javascript [161] #essay,due [161] #python,#apple [160] domain,name [157] digital,marketing Top Word Pairs in Tweet in G1:
[103] social,media [85] #essay,due [66] #business,#marketing [66] #paper,pay [63] #digitalmarketing,#marketing [62] #do,homework [56] #marketing,#business [55] #socialmedia,#marketing [52] #marketing,#digitalmarketing [52] #paper,write Top Word Pairs in Tweet in G2:
[41] gigadgets_,enricomolinari [36] wef,enricomolinari [31] domainfq,domain [27] #100daysofcode,#javascript [26] #javascript,#python [25] top,influencers [24] #python,#apple [24] domain,name [24] name,sale [23] digital,influencers Top Word Pairs in Tweet in G3:
[154] domainfq,domain [149] #javascript,#python [146] #100daysofcode,#javascript [137] #python,#apple [120] domain,name [120] name,sale [88] #domain,#marketing [87] #marketing,#100daysofcode [78] #name,#domain [77] #apple,#vr Top Word Pairs in Tweet in G4:
[103] #zirigozagroup,#e [103] #e,commerce [103] commerce,#marketing [103] #marketing,#enkil [101] #enkil,#8020 [66] #marketing,#seo [41] #zirigozagroup,#marketing [34] #marketing,#contentmarketing [33] #socialmedia,#socialmediamarketing [32] #digitalmarketing,#marketing Top Word Pairs in Tweet in G5:
[70] group,buy [62] euro,month [62] note,offer [62] offer,available [62] available,50 [62] 50,year [58] #seo,#marketing [56] one,month [56] month,#seo [52] #digital,#marketing Top Word Pairs in Tweet in G6:
[37] digital,marketing [21] #instagram,#socialmedia [21] check,#madeonfiverr [21] #madeonfiverr,#raselislam_ [21] #raselislam_,#instagram [19] #marketing,#branding [15] #smallbusiness,#business [14] #socialmedia,#digitalmarketing [14] #digitalmarketing,#facebook [14] #facebook,#marketing Top Word Pairs in Tweet in G7:
[124] alexandra,watkins [89] expert,insights [88] growth,sabir [88] sabir,hosting [88] hosting,name [88] name,alexandra [88] watkins,eatmywordsnames [88] eatmywordsnames,100 [88] 100,000 [88] 000,expert Top Word Pairs in Tweet in G8:
[78] link,bio [52] click,link [45] #marketing,job [39] thermo,fisher [38] fisher,scientific [28] bio,apply [25] gt,ai [23] see,latest [18] latest,#marketing [17] bio,see Top Word Pairs in Tweet in G9:
[10] social,media [8] media,marketing [7] behavioral,economics [6] economics,marketing [6] #marketing,#hr [5] #marketing,#networking [5] availability,heuristic [5] heuristic,developing [5] developing,elevator [5] elevator,pitch Top Word Pairs in Tweet in G10:
[63] youtube,channel [63] head,over [57] missed,yesterday's [57] yesterday's,garage [57] garage,ama [57] ama,#1 [57] #1,harmony [57] harmony,protocol [57] protocol,youtube [57] channel,need Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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: