The graph represents a network of 6,271 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, 07 April 2022 at 06:32 UTC.
The requested start date was Thursday, 07 April 2022 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 10-day, 22-hour, 0-minute period from Sunday, 27 March 2022 at 02:00 UTC to Thursday, 07 April 2022 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 : 6271
Unique Edges : 3482
Edges With Duplicates : 10822
Total Edges : 14304
Number of Edge Types : 5
Retweet : 4709
MentionsInRetweet : 6040
Tweet : 2228
Replies to : 329
Mentions : 998
Self-Loops : 2287
Reciprocated Vertex Pair Ratio : 0.0146050670640835
Reciprocated Edge Ratio : 0.0287896592244418
Connected Components : 1332
Single-Vertex Connected Components : 675
Maximum Vertices in a Connected Component : 2881
Maximum Edges in a Connected Component : 8329
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 5.940323
Graph Density : 0.000173147093389815
Modularity : 0.484199
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 6,271 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, 07 April 2022 at 06:32 UTC.
The requested start date was Thursday, 07 April 2022 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 10-day, 22-hour, 0-minute period from Sunday, 27 March 2022 at 02:00 UTC to Thursday, 07 April 2022 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 : 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:
[3658] data,visualization [527] visualization,gt [525] 00,gmt [524] gmt,full [524] full,gw [524] gw,data [524] data,table [524] table,gt [524] gt,visualization [474] guardian,financial Top Word Pairs in Tweet in G1:
[551] data,visualization [50] data,analysis [34] visualization,tool [30] analysis,visualization [26] visualization,data [25] data,science [25] jupyter,notebook [24] power,bi [23] ransomware,targets [23] targets,data Top Word Pairs in Tweet in G2:
[603] data,visualization [134] visualization,python [119] data,science [102] #analytics,#datascience [96] matplotlib,seaborn [93] #bigdata,#analytics [88] #iot,#iiot [88] python,matplotlib [88] seaborn,bokeh [78] #machinelearning,#datascience Top Word Pairs in Tweet in G3:
[471] guardian,financial [438] tell,stories [434] don,miss [434] miss,sessions [434] sessions,journalists [434] journalists,guardian [427] organization,use [427] use,data [427] data,tell [427] stories,don Top Word Pairs in Tweet in G4:
[284] data,visualization [98] looking,learn [98] learn,learn [98] learn,python [98] python,python [98] python,used [98] used,ai [98] ai,machine [98] machine,learning [98] learning,data Top Word Pairs in Tweet in G5:
[297] data,visualization [286] 02,2022 [268] koreansales_twt,data [257] visualization,best [257] best,selling [158] 2010,02 [122] groups,gaon [103] albums,under [91] gaon,2010 [76] selling,korean Top Word Pairs in Tweet in G6:
[112] data,visualization [108] data,story [108] story,visualization [108] visualization,source [108] source,kdnuggets [108] kdnuggets,#bigdata [108] #bigdata,#datascience [108] #datascience,#datavisualization [107] datasciencedojo,data [67] visualization,important Top Word Pairs in Tweet in G7:
[175] data,studio [136] 2nd,series [136] series,danielwaisberg [136] danielwaisberg,shares [136] shares,data [136] data,available [136] available,data [136] studio,search [136] search,console [136] console,connector Top Word Pairs in Tweet in G8:
[97] visualization,color [97] color,guide [97] guide,lisacmuth [97] lisacmuth,covers [97] covers,everything [97] everything,defining [97] defining,color [97] color,palette [97] palette,short [97] short,picking Top Word Pairs in Tweet in G9:
[89] data,visualization [30] waiting,renaissance [30] renaissance,data [30] visualization,maximalism [30] maximalism,gorgeous [30] gorgeous,bespoke [30] bespoke,visuals [29] frankelavsky,waiting [28] launched,#dataviz [28] #dataviz,calendar Top Word Pairs in Tweet in G10:
[92] machine,learning [78] programming,languages [78] languages,uses [78] uses,swift [78] swift,deep [78] deep,learning [78] learning,ios [78] ios,macos [78] macos,apps [78] apps,python Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G7:
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: