The graph represents a network of 4,877 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-06-27 until:2022-07-04", 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, 04 July 2022 at 11:52 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 56-minute period from Monday, 27 June 2022 at 00:02 UTC to Sunday, 03 July 2022 at 23:59 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 : 4877
Unique Edges : 10229
Edges With Duplicates : 21559
Total Edges : 31788
Number of Edge Types : 5
MentionsInRetweet : 12948
Mentions : 2243
Replies to : 2114
Retweet : 13372
Tweet : 1111
Self-Loops : 1460
Reciprocated Vertex Pair Ratio : 0.0359712230215827
Reciprocated Edge Ratio : 0.0694444444444444
Connected Components : 478
Single-Vertex Connected Components : 209
Maximum Vertices in a Connected Component : 3543
Maximum Edges in a Connected Component : 29392
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.86345
Graph Density : 0.000496546462165329
Modularity : 0.332893
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,877 Twitter users whose recent tweets contained "dataviz OR datavis since:2022-06-27 until:2022-07-04", 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, 04 July 2022 at 11:52 UTC.
The tweets in the network were tweeted over the 6-day, 23-hour, 56-minute period from Monday, 27 June 2022 at 00:02 UTC to Sunday, 03 July 2022 at 23:59 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:2022-06-27 until:2022-07-04
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:
[8722] #datavis,#infosec [8657] #fintech,#insurtech [8469] #javascript,#reactjs [8404] #infosec,#devops [8259] #flutter,#html [8183] #mlops,#flutter [8158] #html,#azure [7968] #wordpress,#security [7877] #insurtech,#ai [7724] #reactjs,#wordpress Top Word Pairs in Tweet in G1:
[263] #rstats,#dataviz [153] pay,gap [148] gender,pay [112] data,visualization [99] code,#rstats [69] code,rayrender [67] week,26 [66] week's,#tidytuesday [64] network,visualized [64] visualized,#rstats Top Word Pairs in Tweet in G2:
[432] #datascience,#python [327] #rstats,#datascience [326] #python,#dataviz [325] fantastic,tips [325] tips,use [325] use,colors [325] colors,effectively [325] effectively,data [325] data,visualization [325] visualization,image Top Word Pairs in Tweet in G3:
[8713] #datavis,#infosec [8648] #fintech,#insurtech [8462] #javascript,#reactjs [8398] #infosec,#devops [8254] #flutter,#html [8178] #mlops,#flutter [8153] #html,#azure [7962] #wordpress,#security [7868] #insurtech,#ai [7718] #reactjs,#wordpress Top Word Pairs in Tweet in G4:
[249] using,satellite [249] satellite,observations [249] #remotesensing,#dataviz [231] nasa,harvest [231] harvest,researchers [231] researchers,using [231] observations,economic [231] economic,data [231] data,track [231] track,#russia Top Word Pairs in Tweet in G5:
[28] graphic,detail [28] detail,#dataviz [28] #dataviz,see [28] see,more [27] source,#nyc [27] #nyc,#dataviz [13] map,source [10] data,visualization [8] #coronavirus,#stayhome [8] #stayhome,#dataviz Top Word Pairs in Tweet in G6:
[116] 'data,frame' [66] #dataviz,#datavisualization [62] manera,interactiva [62] #rstats,#rstatses [61] #dataanalytics,#stats [59] #rstatses,#datascience [59] #datascience,#data [58] editdata,complemento [58] complemento,addin [58] addin,#rstudio Top Word Pairs in Tweet in G7:
[103] feature,visualizing [91] #geospatial,#dataviz [89] environment,one [89] one,line [89] line,code [69] #geemap,feature [69] visualizing,land [69] land,cover [69] cover,change [69] change,interactive Top Word Pairs in Tweet in G8:
[123] #ai,#machinelearning [110] #machinelearning,#deeplearning [67] #rstats,#dataviz [66] 100,free [66] free,#datascience [66] #datascience,ebooks [66] ebooks,downloadable [66] downloadable,pdf [66] pdf,beginners [66] beginners,experts Top Word Pairs in Tweet in G9:
[115] #python,using [115] using,#matplotlib [115] #matplotlib,#numpy [102] shipping,lanes [102] #dataviz,#data [99] made,#python [99] #numpy,#datascience [99] #datascience,#datavisualization [99] #datavisualization,#map [99] #map,#shipping Top Word Pairs in Tweet in G10:
[23] #dataviz,#maps [20] weekly,chart [20] chart,tempting [20] tempting,choose [20] choose,background [20] background,color [20] color,#dataviz [20] #dataviz,one [20] one,writer [20] writer,lisacmuth Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G7:
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 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: