The graph represents a network of 6,349 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, 18 August 2022 at 06:29 UTC.
The requested start date was Thursday, 18 August 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 8-day, 15-hour, 27-minute period from Tuesday, 09 August 2022 at 08:32 UTC to Thursday, 18 August 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 : 6349
Unique Edges : 2837
Edges With Duplicates : 11303
Total Edges : 14140
Number of Edge Types : 5
Retweet : 5079
MentionsInRetweet : 5885
Mentions : 929
Tweet : 1914
Replies to : 333
Self-Loops : 1973
Reciprocated Vertex Pair Ratio : 0.0104529616724739
Reciprocated Edge Ratio : 0.0206896551724138
Connected Components : 1139
Single-Vertex Connected Components : 621
Maximum Vertices in a Connected Component : 3861
Maximum Edges in a Connected Component : 10367
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 5.328612
Graph Density : 0.000165494509006325
Modularity : 0.470576
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 6,349 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, 18 August 2022 at 06:29 UTC.
The requested start date was Thursday, 18 August 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 8-day, 15-hour, 27-minute period from Tuesday, 09 August 2022 at 08:32 UTC to Thursday, 18 August 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:
[3336] data,visualization [627] data,analysis [507] data,analyst [493] data,science [474] data,set [471] summary,statistics [470] mathematics,different [470] different,appearance [470] appearance,each [470] each,data Top Word Pairs in Tweet in G1:
[477] data,visualization [40] data,analysis [33] data,science [24] visualization,data [24] data,analytics [23] visualization,tools [21] big,data [21] analysis,visualization [21] power,bi [20] visualization,tool Top Word Pairs in Tweet in G2:
[792] data,visualization [136] data,analysis [98] data,science [98] visualization,python [87] visualization,tools [73] #100daysofcode,#100daysofcodechallenge [71] #100daysofcodechallenge,#100daysofhacking [67] demaitech,data [67] #analytics,#datascience [63] fantastic,tips Top Word Pairs in Tweet in G3:
[461] mathematics,different [461] different,appearance [461] appearance,each [461] each,data [461] data,set [461] set,same [461] same,summary [461] summary,statistics [461] statistics,mean [461] mean,standard Top Word Pairs in Tweet in G4:
[230] data,analysis [227] hold,beginner [227] beginner,data [227] analysis,online [227] online,class [227] class,areas [227] areas,covered [227] covered,basic [227] basic,excel [227] excel,functions Top Word Pairs in Tweet in G5:
[384] data,analyst [382] hello,data [382] analyst,talk [382] talk,visualization [382] visualization,visuals [382] visuals,convey [382] convey,messages [382] messages,users [382] users,effective [381] magnanimo_s,hello Top Word Pairs in Tweet in G6:
[295] data,visualization [264] visualization,important [264] important,data [264] data,science [264] science,especially [264] especially,matplotlib [264] matplotlib,library [264] library,10 [264] 10,youtube [264] youtube,videos Top Word Pairs in Tweet in G7:
[191] data,cleaning [191] cleaning,python [191] python,visualization [191] visualization,ms [191] ms,excel [191] excel,unclebeeola [190] ay4codes,data [23] data,visualization [9] data,analyst [7] magnanimo_s,hello Top Word Pairs in Tweet in G8:
[189] data,visualization [186] งาน,data [186] visualization,น [186] น,เป [186] เป,นอะไรท [186] นอะไรท,มห [186] มห,ศจรรย [186] ศจรรย,มากสำหร [186] มากสำหร,บเรา [186] บเรา,บางงานเจอ Top Word Pairs in Tweet in G9:
[106] tableau,research [78] hiring,tableau [78] research,looking [78] looking,early [78] early,fresh [78] fresh,grads [78] grads,come [78] come,join [78] join,team [78] team,areas Top Word Pairs in Tweet in G10:
[135] comes,field [135] field,genomics [135] genomics,visualization [135] visualization,genomics [135] genomics,data [135] data,becomes [135] becomes,critical [135] critical,authors [135] authors,provide [130] gauravjain49,comes Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
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: