The graph represents a network of 4,684 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 09 October 2020 at 09:24 UTC.
The requested start date was Friday, 09 October 2020 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 5-day, 14-hour, 20-minute period from Saturday, 03 October 2020 at 09:40 UTC to Friday, 09 October 2020 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 : 4684
Unique Edges : 3153
Edges With Duplicates : 8375
Total Edges : 11528
Number of Edge Types : 5
Retweet : 2674
MentionsInRetweet : 3181
Tweet : 4071
Replies to : 481
Mentions : 1121
Self-Loops : 4498
Reciprocated Vertex Pair Ratio : 0.0194866920152091
Reciprocated Edge Ratio : 0.0382284382284382
Connected Components : 1554
Single-Vertex Connected Components : 940
Maximum Vertices in a Connected Component : 706
Maximum Edges in a Connected Component : 3494
Maximum Geodesic Distance (Diameter) : 23
Average Geodesic Distance : 4.230706
Graph Density : 0.000195576310046714
Modularity : 0.408348
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 4,684 Twitter users whose tweets in the requested range contained "marketing research", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 09 October 2020 at 09:24 UTC.
The requested start date was Friday, 09 October 2020 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 5-day, 14-hour, 20-minute period from Saturday, 03 October 2020 at 09:40 UTC to Friday, 09 October 2020 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 : marketing research
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:
[1850] #research,paper [1692] #algebra,#calculus [1577] #calculus,#statistics [1571] #math,#algebra [1527] #essay,due [1343] #biology,#nursing [1271] due,#assignment [1218] #nursing,#essay [1206] #assignment,#online [1165] #business,law Top Word Pairs in Tweet in G1:
[467] #research,paper [353] #algebra,#calculus [343] #calculus,#statistics [330] #essay,due [326] #math,#algebra [318] #biology,#nursing [280] #nursing,#essay [278] #marketing,#physics [272] paper,#dissertation [269] #online,class Top Word Pairs in Tweet in G2:
[707] 30,10 [688] politics_polls,national [466] 10,biden [463] national,poll [463] before,trump [463] trump,covid [463] covid,30 [463] biden,46 [463] 46,trump [463] trump,41 Top Word Pairs in Tweet in G3:
[1000] #research,paper [976] #algebra,#calculus [916] #math,#algebra [892] #calculus,#statistics [843] #essay,due [733] #biology,#nursing [700] due,#assignment [669] #assignment,#online [637] #nursing,#essay [614] #business,law Top Word Pairs in Tweet in G4:
[132] class,course [132] someone,write [132] write,dm [131] kindly,dm [130] dm,#business [130] #business,law [130] law,#math [130] #math,#algebra [130] #algebra,#calculus [130] #calculus,#statistics Top Word Pairs in Tweet in G5:
[56] b2b,content [46] content,marketing [29] content,marketers [28] marketers,impacted [28] impacted,pivoting [28] pivoting,during [28] during,pandemic [26] marketing,research [25] research,b2b [24] 2021,b2b Top Word Pairs in Tweet in G6:
[65] sales,marketing [65] research,development [63] snowflake,currently [63] currently,141 [63] 141,people [63] people,sales [63] marketing,384 [63] 384,people [63] people,research [63] development,enterprise Top Word Pairs in Tweet in G7:
[27] #covid,driving [27] driving,everyone [27] everyone,online [27] online,customer [27] customer,engagement [27] engagement,#banking [27] #banking,tanking [27] tanking,research [26] rshevlin,#covid [15] banks,grow Top Word Pairs in Tweet in G8:
[56] retrain,arts [56] arts,jobs [56] jobs,paid [56] paid,unpaid [56] unpaid,write [56] write,budgets [56] budgets,manage [56] manage,multiple [56] multiple,collaborators [56] collaborators,outreach Top Word Pairs in Tweet in G9:
[33] #biology,#nursing [33] essay,due [32] #math,#algebra [32] #algebra,#calculus [32] algebra,calculus [32] statistics,biology [32] biology,nursing [32] nursing,essay [31] calculus,statistics [31] due,assignment Top Word Pairs in Tweet in G10:
[30] content,marketing [29] create,#seo [29] #seo,friendly [29] friendly,content [29] content,using [29] using,content [29] marketing,platform [29] platform,step [29] step,step [29] step,research Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
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Top Tweeters in G9:
Top Tweeters in G10: