The graph represents a network of 4,486 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, 18 September 2020 at 09:27 UTC.
The requested start date was Friday, 18 September 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 6-day, 11-hour, 49-minute period from Friday, 11 September 2020 at 12:11 UTC to Friday, 18 September 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 : 4486
Unique Edges : 2837
Edges With Duplicates : 7464
Total Edges : 10301
Number of Edge Types : 5
Tweet : 4637
Retweet : 2044
MentionsInRetweet : 1952
Replies to : 680
Mentions : 988
Self-Loops : 5045
Reciprocated Vertex Pair Ratio : 0.01914486279515
Reciprocated Edge Ratio : 0.0375704445835942
Connected Components : 1791
Single-Vertex Connected Components : 1098
Maximum Vertices in a Connected Component : 547
Maximum Edges in a Connected Component : 3602
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.560738
Graph Density : 0.000158749803053821
Modularity : 0.370773
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 4,486 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, 18 September 2020 at 09:27 UTC.
The requested start date was Friday, 18 September 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 6-day, 11-hour, 49-minute period from Friday, 11 September 2020 at 12:11 UTC to Friday, 18 September 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:
[2409] #calculus,#statistics [2406] #algebra,#calculus [2281] #math,#algebra [2216] #essay,due [2142] #business,law [2049] law,#math [1925] #nursing,#essay [1675] #statistics,#biology [1629] #biology,#nursing [1617] due,#assignment Top Word Pairs in Tweet in G1:
[635] #essay,due [627] #algebra,#calculus [596] #calculus,#statistics [579] #math,#algebra [554] #business,law [525] law,#math [511] #nursing,#essay [486] #research,paper [468] due,#assignment [409] #statistics,#biology Top Word Pairs in Tweet in G2:
[290] #business,law [290] #algebra,#calculus [289] law,#math [287] #math,#algebra [285] #calculus,#statistics [278] #statistics,#biology [277] kindly,dm [275] dm,#business [272] #biology,#nursing [270] #nursing,#essay Top Word Pairs in Tweet in G3:
[1400] #calculus,#statistics [1375] #algebra,#calculus [1310] #math,#algebra [1224] #essay,due [1210] #business,law [1149] law,#math [1054] #nursing,#essay [922] due,#assignment [913] #statistics,#biology [903] #biology,#nursing Top Word Pairs in Tweet in G4:
[92] marketing,team [92] team,zero [92] zero,linguistic [92] linguistic,research [92] research,product [92] product,name [92] name,hakuna [92] hakuna,swahili [92] swahili,word [91] bioculturalcsu,marketing Top Word Pairs in Tweet in G5:
[71] hello,twitter [71] twitter,looking [71] looking,freelance [71] freelance,work [71] work,go [71] go,long [71] long,way [71] way,marketing [71] marketing,strategist [71] strategist,years Top Word Pairs in Tweet in G6:
[9] research,firm [9] #tech,#technology [9] #technology,#marketing [9] #marketing,#b2b [9] #b2b,#salestech [9] #salestech,#salestechnology [9] #salestechnology,#sales [8] independent,research [7] named,leader [7] predictive,analytics Top Word Pairs in Tweet in G7:
[24] kindly,dm [22] dm,#math [22] #math,#algebra [22] #algebra,#calculus [22] #calculus,#statistics [22] #statistics,#biology [22] #biology,#nursing [22] #nursing,#essay [22] #essay,due [21] due,#assignment Top Word Pairs in Tweet in G8:
[24] marketing,operations [22] responsibilities,part [22] part,marketing [22] operations,mandate [22] mandate,within [22] within,next [22] next,12 [22] 12,24 [22] 24,months [21] chiefmartec,responsibilities Top Word Pairs in Tweet in G9:
[34] ve,standing [34] standing,bedstuy [34] bedstuy,mcdonalds [34] mcdonalds,marketing [34] marketing,research [34] research,weirdo [34] weirdo,looking [34] looking,orders [33] michaelmiraflor,ve Top Word Pairs in Tweet in G10:
[33] ต,างชาต [33] ข,อม [32] อม,ลช [31] hedyamabu,เราทำ [31] เราทำ,freelance [31] freelance,เก [31] เก,ยวก [31] ยวก,บเก [31] บเก,บข [31] บข,อม Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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Top Mentioned in G5:
Top Mentioned in G6:
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Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G3:
Top Tweeters in G4:
Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: