The graph represents a network of 6,174 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, 16 December 2021 at 07:37 UTC.
The requested start date was Thursday, 16 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, 17-hour, 0-minute period from Saturday, 04 December 2021 at 08:00 UTC to Thursday, 16 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 : 6174
Unique Edges : 3033
Edges With Duplicates : 10653
Total Edges : 13686
Number of Edge Types : 5
Tweet : 2289
Replies to : 311
Mentions : 1055
Retweet : 4617
MentionsInRetweet : 5414
Self-Loops : 2336
Reciprocated Vertex Pair Ratio : 0.019404915912031
Reciprocated Edge Ratio : 0.0380710659898477
Connected Components : 1357
Single-Vertex Connected Components : 691
Maximum Vertices in a Connected Component : 2704
Maximum Edges in a Connected Component : 7901
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 6.534697
Graph Density : 0.000165406778140969
Modularity : 0.472959
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 6,174 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, 16 December 2021 at 07:37 UTC.
The requested start date was Thursday, 16 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, 17-hour, 0-minute period from Saturday, 04 December 2021 at 08:00 UTC to Thursday, 16 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:
[3279] data,visualization [937] skills,demand [933] top,10 [932] 10,tech [932] tech,skills [922] demand,cloud [922] cloud,amazon [922] amazon,web [922] web,services [920] services,aws Top Word Pairs in Tweet in G1:
[879] top,10 [879] 10,tech [879] tech,skills [879] skills,demand [871] considering,tech [871] tech,2022 [871] 2022,still [871] still,top [871] demand,cloud [871] cloud,amazon Top Word Pairs in Tweet in G2:
[557] data,visualization [46] data,analysis [43] ø,ù [40] ù,ø [37] analysis,visualization [36] ø,ø [28] visualization,tool [25] visualization,tools [20] data,analytics [18] learn,more Top Word Pairs in Tweet in G3:
[993] data,visualization [165] visualization,python [155] data,science [142] data,analysis [117] machine,learning [108] #machinelearning,#datascience [92] science,machine [92] statistical,data [88] seaborn,part [88] part,statistical Top Word Pairs in Tweet in G4:
[217] data,visualization [94] proud,share [94] share,work [94] work,ve [94] ve,doing [94] doing,gatesfoundation [94] gatesfoundation,past [94] past,months [94] months,designed [94] designed,developed Top Word Pairs in Tweet in G5:
[276] cdc,data [237] visualization,using [237] using,cdc [237] data,difference [237] difference,coronavirus [237] coronavirus,infection [237] infection,frequency [237] frequency,between [237] between,vaccinated [237] vaccinated,unvaccinated Top Word Pairs in Tweet in G6:
[29] data,visualization [19] #otd,2016 [19] 2016,nasa [19] nasa,released [19] released,detailed [19] detailed,model [19] model,carbon [19] carbon,dioxide [19] dioxide,movement [19] movement,atmosphere Top Word Pairs in Tweet in G7:
[32] update,alert [32] alert,ve [32] ve,updated [32] updated,cell [32] cell,model [32] model,passports [32] passports,database [32] database,co [32] co,keios4xljd [32] keios4xljd,upgraded Top Word Pairs in Tweet in G8:
[63] danish,#covid19 [38] visualization,rasmus [38] rasmus,kristoffer [38] kristoffer,pedersen [38] pedersen,postdoc [38] postdoc,center [38] center,showing [38] showing,incidence [38] incidence,danish [37] pandemixctr,visualization Top Word Pairs in Tweet in G9:
[43] d3,js [39] js,powerful [39] powerful,javascript [39] javascript,library [39] create,charts [39] charts,graphs [39] graphs,visualizations [39] visualizations,learn [37] freecodecamp,d3 [35] data,visualization Top Word Pairs in Tweet in G10:
[95] ˆà,ˆà [61] nisitjournalv2,#nisitoriginal [47] ˆà,šà [47] šà,ˆà [46] #nisitoriginal,ˆà [46] ˆà,ªà [46] ªà,ƒà [46] ƒà,ªà [46] ªà,#kpop [46] #kpop,325 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 G8:
Top Replied-To in G9:
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: