The graph represents a network of 6,350 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 02 December 2021 at 07:35 UTC.
The requested start date was Thursday, 02 December 2021 at 01:01 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 11-day, 10-hour, 56-minute period from Saturday, 20 November 2021 at 14:04 UTC to Thursday, 02 December 2021 at 01:00 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 : 6350
Unique Edges : 2852
Edges With Duplicates : 11199
Total Edges : 14051
Number of Edge Types : 5
Retweet : 4898
Tweet : 2090
MentionsInRetweet : 5764
Mentions : 984
Replies to : 315
Self-Loops : 2151
Reciprocated Vertex Pair Ratio : 0.0135886349598518
Reciprocated Edge Ratio : 0.0268129189518586
Connected Components : 1211
Single-Vertex Connected Components : 596
Maximum Vertices in a Connected Component : 3112
Maximum Edges in a Connected Component : 8422
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.074493
Graph Density : 0.000162813165443625
Modularity : 0.471008
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,350 Twitter users whose tweets in the requested range contained "data visualization", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 02 December 2021 at 07:35 UTC.
The requested start date was Thursday, 02 December 2021 at 01:01 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 11-day, 10-hour, 56-minute period from Saturday, 20 November 2021 at 14:04 UTC to Thursday, 02 December 2021 at 01:00 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 : data visualization
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:
[4553] data,visualization [1632] koreansales_twt,data [1549] 10,2021 [1174] total,album [1174] album,sales [603] visualization,best [595] best,selling [594] albums,under [588] selling,albums [559] transfers,last Top Word Pairs in Tweet in G1:
[1644] data,visualization [1606] koreansales_twt,data [1424] 10,2021 [1140] total,album [1140] album,sales [503] visualization,best [503] best,selling [503] albums,under [497] selling,albums [293] 2020,10 Top Word Pairs in Tweet in G2:
[467] data,visualization [34] data,analysis [33] visualization,tools [24] ข,าวปลอม [23] data,analytics [23] visualization,data [22] machine,learning [20] cve,2021 [20] redash,package [20] package,data Top Word Pairs in Tweet in G3:
[798] data,visualization [139] data,science [131] visualization,python [114] visualization,#machinelearning [110] data,analysis [82] machine,learning [71] #machinelearning,#datascience [70] introduction,data [70] python,data [70] #bigdata,#analytics Top Word Pairs in Tweet in G4:
[43] excited,announce [43] announce,accepting [43] accepting,phd [43] phd,students [43] students,yr [43] yr,know [43] know,anyone [43] anyone,interested [43] interested,uncertainty [43] uncertainty,communication Top Word Pairs in Tweet in G5:
[128] much,misinformation [128] misinformation,days [128] days,counter [128] counter,data [128] data,visualization [128] visualization,made [128] made,popularity [128] popularity,fruit [127] miexriir,much Top Word Pairs in Tweet in G6:
[58] 2008,nearly [58] nearly,million [58] million,people [58] people,chad [58] chad,affected [58] affected,droughts [58] droughts,floods [58] floods,learn [58] learn,more [58] more,urgent Top Word Pairs in Tweet in G7:
[39] data,visualization [24] very,pleased [24] pleased,announce [24] announce,exciting [24] exciting,news [24] news,director [24] director,mckinsey [24] mckinsey,data [24] visualization,lab [23] jasonforrestftw,very Top Word Pairs in Tweet in G8:
[64] data,visualization [27] visualization,interfaces [27] python,dash [26] interfaces,python [24] realpython,data [16] machine,learning [15] visualization,before [15] tdatascience,data [15] integration,visualization [14] before,machine Top Word Pairs in Tweet in G9:
[54] good,two [54] two,ways [54] ways,excellent [54] excellent,explanation [54] explanation,machine [54] machine,learning [54] learning,works [54] works,uses [54] uses,brilliant [53] jmspool,good Top Word Pairs in Tweet in G10:
[90] data,visualization [90] visualization,best [90] best,selling [90] selling,albums [90] albums,under [90] 06,2014 [90] 2014,10 [90] 10,2021 [76] under,mamamoo's [76] mamamoo's,company 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 G6:
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:
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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: