The graph represents a network of 3,033 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 April 2022 at 00:13 UTC.
The requested start date was Friday, 08 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 3-day, 3-hour, 5-minute period from Sunday, 03 April 2022 at 23:50 UTC to Thursday, 07 April 2022 at 02:55 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 : 3033
Unique Edges : 3885
Edges With Duplicates : 17240
Total Edges : 21125
Number of Edge Types : 5
Mentions : 1225
Retweet : 6634
MentionsInRetweet : 12413
Tweet : 666
Replies to : 187
Self-Loops : 794
Reciprocated Vertex Pair Ratio : 0.0315890674357918
Reciprocated Edge Ratio : 0.0612435095193716
Connected Components : 306
Single-Vertex Connected Components : 138
Maximum Vertices in a Connected Component : 2200
Maximum Edges in a Connected Component : 19621
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.735424
Graph Density : 0.000816763186305086
Modularity : 0.304958
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,033 Twitter users whose tweets in the requested range contained "dataviz OR datavis", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 08 April 2022 at 00:13 UTC.
The requested start date was Friday, 08 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 3-day, 3-hour, 5-minute period from Sunday, 03 April 2022 at 23:50 UTC to Thursday, 07 April 2022 at 02:55 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 : dataviz OR datavis
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:
[3301] #iot,#iiot [3010] #python,#iot [2780] #javascript,#reactjs [2691] #iiot,#pytorch [2496] #reactjs,#wordpress [2079] #wordpress,#security [1734] #security,#defi [1427] #pytorch,#javascript [1047] #defi,#ad [779] #ai,#iot Top Word Pairs in Tweet in G1:
[94] #rstats,#dataviz [82] #iot,#iiot [75] life,expectancy [72] #python,#iot [67] #javascript,#reactjs [66] #iiot,#pytorch [62] #reactjs,#wordpress [59] #30daychartchallenge,day [46] #30daychartchallenge,#dataviz [43] one,best Top Word Pairs in Tweet in G2:
[3118] #iot,#iiot [2808] #python,#iot [2616] #javascript,#reactjs [2539] #iiot,#pytorch [2350] #reactjs,#wordpress [1966] #wordpress,#security [1657] #security,#defi [1337] #pytorch,#javascript [1003] #defi,#ad [736] #ai,#iot Top Word Pairs in Tweet in G3:
[154] #datascience,#python [144] #ai,#datascience [126] #python,#iot [116] #python,#programming [110] #programming,#cloudcomputing [110] #analytics,#data [103] #data,#flutter [101] #cloudcomputing,#analytics [98] #iot,#iiot [94] #javascript,#reactjs Top Word Pairs in Tweet in G4:
[145] python,package [145] package,named [145] named,geospatial [145] geospatial,installing [145] installing,commonly [145] commonly,used [103] #geospatial,analysis [102] introducing,#python [102] #python,package [102] used,python Top Word Pairs in Tweet in G5:
[114] programs,dynasties [114] dynasties,over [114] over,past [114] past,years [114] years,kenpom [114] kenpom,zagmbb [114] zagmbb,kuhoops [114] kuhoops,texastechmbb [114] texastechmbb,uhcougarmbk [114] uhcougarmbk,dukembb Top Word Pairs in Tweet in G6:
[14] #innovation,#startup [14] #startup,#science [14] #science,#visionary [14] #visionary,#business [14] #business,#lotterysystems [14] #lotterysystems,#dataviz [12] graphic,detail [12] detail,#dataviz [12] #dataviz,see [12] see,more Top Word Pairs in Tweet in G7:
[107] map,shows [59] dot,density [59] density,map [59] shows,religious [59] religious,composition [59] composition,yugoslavia [59] yugoslavia,dot [59] dot,100 [59] 100,randomly [59] randomly,assigned Top Word Pairs in Tweet in G8:
[64] spring,sprung [64] sprung,many [64] many,parts [64] parts,contiguous [64] contiguous,comparing [64] comparing,timing [64] timing,spring [64] spring,leaf [64] leaf,2022 [64] 2022,far Top Word Pairs in Tweet in G9:
[57] 145,pdf [57] pdf,tutorial [57] tutorial,visualization [57] visualization,#machinelearning [57] #machinelearning,viegasf [57] viegasf,wattenberg [57] wattenberg,watch [56] kirkdborne,145 [26] #dataviz,#visualanalytics [25] data,visualization Top Word Pairs in Tweet in G10:
[28] color,palette [18] palette,#dataviz [16] finally,guide [16] guide,create [16] create,fixed [16] fixed,color [16] #dataviz,organizations [16] organizations,ve [16] ve,never [16] never,worked 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 G7:
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: