The graph represents a network of 3,819 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-10-24 until:2022-10-31", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 31 October 2022 at 10:55 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 50-minute period from Monday, 24 October 2022 at 00:02 UTC to Sunday, 30 October 2022 at 23:53 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 : 3819
Unique Edges : 6217
Edges With Duplicates : 11456
Total Edges : 17673
Number of Edge Types : 5
Retweet : 7544
Mentions : 1935
MentionsInRetweet : 6548
Replies to : 683
Tweet : 963
Self-Loops : 1218
Reciprocated Vertex Pair Ratio : 0.0238231917336395
Reciprocated Edge Ratio : 0.0465377067563779
Connected Components : 431
Single-Vertex Connected Components : 182
Maximum Vertices in a Connected Component : 2547
Maximum Edges in a Connected Component : 15520
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.386061
Graph Density : 0.000489268800328538
Modularity : 0.365
NodeXL Version : 1.0.1.507
Data Import : The graph represents a network of 3,819 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-10-24 until:2022-10-31", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 31 October 2022 at 10:55 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 50-minute period from Monday, 24 October 2022 at 00:02 UTC to Sunday, 30 October 2022 at 23:53 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 : TwitterSearch
Graph Term : dataviz OR datavis since:2022-10-24 until:2022-10-31
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4543] #datavis,#infosec [4518] #fintech,#insurtech [4513] #flutter,#html [4508] #javascript,#reactjs [4479] #html,#azure [4415] #wordpress,#security [4343] #iot,#iiot [4339] #reactjs,#wordpress [4236] #insurtech,#ai [4179] #security,#defi Top Word Pairs in Tweet in G1:
[487] #stats,#analytics [466] #analisisdedatos,#cienciadedatos [310] #dataviz,#datavisualization [303] #datascience,#dataviz [258] #dataviz,#stats [254] #data,#datos [233] #datavisualization,#dataviz [226] #machinelearning,#ml [225] #datavisualization,#stats [218] #datascience,#datavisualization Top Word Pairs in Tweet in G2:
[4536] #datavis,#infosec [4511] #fintech,#insurtech [4506] #flutter,#html [4501] #javascript,#reactjs [4472] #html,#azure [4408] #wordpress,#security [4332] #reactjs,#wordpress [4328] #iot,#iiot [4229] #insurtech,#ai [4172] #security,#defi Top Word Pairs in Tweet in G3:
[155] #rstats,#dataviz [54] code,#rstats [46] great,british [42] week's,#tidytuesday [39] #rstats,#ggplot2 [38] #dataviz,#ggplot2 [34] old_man_chester,riannone [34] apreshill,old_man_chester [33] week,43 [33] #dataviz,#rstats Top Word Pairs in Tweet in G4:
[28] detail,#dataviz [28] see,more [28] graphic,detail [28] #dataviz,see [25] source,#nyc [25] #nyc,#dataviz [15] data,visualization [14] map,source [8] #dataviz,#datavisualization [8] covid,19 Top Word Pairs in Tweet in G5:
[96] visualize,data [87] read,#griddb [87] data,points [87] data,gathered [87] see,effects [87] epa,#la [87] help,visualize [87] quality,data [87] wildfires,region [87] california,wildfires Top Word Pairs in Tweet in G6:
[97] 1901,2000 [97] amazing,#data [97] #data,visualization [97] visualization,reproducing [97] earthquakes,1901 [97] reproducing,earthquakes [96] credit,jblefevre60 [96] #machinelearning,#dataviz [96] 2000,credit [96] #analytics,#ai Top Word Pairs in Tweet in G7:
[29] data,visualization [19] #mahsaamini,#iranprotests2022 [19] visualization,#mahsaamini [19] #mahsa_amini,#مهسا_امینی [19] #iranprotests2022,#datavisualization [19] #datavisualization,#dataviz [19] updated,data [19] #dataviz,#mahsa_amini [18] #dataviz,weekly [17] #dataviz,#datavisualization Top Word Pairs in Tweet in G8:
[28] #analytics,#dataviz [26] #sismo,#earthquake [26] #rstats,#powerbi [26] #earthquake,#peru [26] #dataviz,#datascience [26] #temblor,#sismo [26] power,bi [26] #sismografo,#alertasismica [26] #ica,#perú [26] 10,29 Top Word Pairs in Tweet in G9:
[43] including,writing [43] represent,learn [43] humans,handle [43] big,role [43] graphic,design [43] information,including [43] role,humans [43] know,#dataphyz [43] tangible,artifacts [43] #dataphyz,tangible Top Word Pairs in Tweet in G10:
[13] observable,insight [13] #dataviz,#datascience [13] insight,2022 [13] #dataviz,#design [11] nuestra,compañera [11] compañera,carmen_tm_ [10] mf_viz,allison_horst [9] 2022,observablehq [9] waterlines,code [9] drawing,waterlines Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
Top Mentioned in G3:
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: