The graph represents a network of 2,243 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 31 January 2022 at 15:38 UTC.
The requested start date was Monday, 31 January 2022 at 01:01 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, 8-hour, 7-minute period from Thursday, 27 January 2022 at 16:52 UTC to Monday, 31 January 2022 at 01:00 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 : 2243
Unique Edges : 1963
Edges With Duplicates : 14437
Total Edges : 16400
Number of Edge Types : 5
Retweet : 6211
MentionsInRetweet : 7799
Tweet : 1363
Mentions : 969
Replies to : 58
Self-Loops : 1476
Reciprocated Vertex Pair Ratio : 0.00865539452495974
Reciprocated Edge Ratio : 0.0171622430652564
Connected Components : 287
Single-Vertex Connected Components : 185
Maximum Vertices in a Connected Component : 1720
Maximum Edges in a Connected Component : 15655
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.045047
Graph Density : 0.000996459199261216
Modularity : 0.222519
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,243 Twitter users whose tweets in the requested range contained "#cloudcomputing", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 31 January 2022 at 15:38 UTC.
The requested start date was Monday, 31 January 2022 at 01:01 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, 8-hour, 7-minute period from Thursday, 27 January 2022 at 16:52 UTC to Monday, 31 January 2022 at 01:00 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 : #cloudcomputing
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:
[2091] #bigdata,#analytics [1579] #analytics,#datascience [1544] #iot,#iiot [1454] #python,#rstats [1355] #datascience,#ai [1094] #pytorch,#python [854] #machinelearning,#bigdata [842] #machinelearning,#iot [793] #iiot,#pytorch [743] #ai,#machinelearning Top Word Pairs in Tweet in G1:
[1396] #bigdata,#analytics [1104] #python,#rstats [996] #analytics,#datascience [972] #iot,#iiot [856] #datascience,#ai [804] #pytorch,#python [790] #machinelearning,#bigdata [508] #iiot,#pytorch [508] #rstats,#reactjs [478] #machinelearning,#iot Top Word Pairs in Tweet in G2:
[218] #bigdata,#analytics [149] #analytics,#datascience [149] #cybersecurity,#digital [123] #iot,#iiot [121] #datascience,#ai [113] #digital,#hackers [94] #hackers,#infosec [85] #python,#rstats [80] #analytics,#ai [78] #pytorch,#python Top Word Pairs in Tweet in G3:
[121] #crypto,projects [121] projects,survive [121] survive,thrive [121] thrive,during [121] during,down [121] down,market [121] market,those [121] those,keep [121] keep,building [121] building,flux Top Word Pairs in Tweet in G4:
[114] #iot,#iiot [91] #devcommunity,#technology [74] #bigdata,#devcommunity [69] #ai,#ml [62] gave,kred [62] kred,#influence [61] #bigdata,#analytics [51] #technology,#programming [45] #analytics,#datascience [44] #programming,#ai Top Word Pairs in Tweet in G5:
[39] manage,20 [39] 20,separate [39] separate,sites [39] sites,individually [39] individually,treat [39] treat,distributed [39] distributed,network [39] network,single [39] single,entity [39] entity,learn Top Word Pairs in Tweet in G6:
[289] #bigdata,#analytics [272] #iot,#iiot [262] #analytics,#datascience [226] #datascience,#ai [204] #machinelearning,#iot [202] #ai,#machinelearning [165] #iiot,#pytorch [157] #pytorch,#python [150] #python,#rstats [79] #rstats,#tensorflow Top Word Pairs in Tweet in G7:
[44] #analytics,#datascience [43] machine,learning [37] comparison,current [37] current,kubernetes [37] kubernetes,distributions [34] #bigdata,#analytics [31] #datascience,#ai [29] #python,#rstats [29] #featured,#courses [29] #courses,#it Top Word Pairs in Tweet in G8:
[84] #bigdata,#analytics [77] #analytics,#datascience [73] #datascience,#ai [44] #ai,#pytorch [41] #pytorch,#tensorflow [37] #iot,#iiot [35] #python,#rstats [30] cheat,sheet [28] #100daysofcode,#devcommunity [28] #devcommunity,#datascience Top Word Pairs in Tweet in G9:
[71] playing,african [71] african,affairs [71] affairs,radio [46] #cloudcomputing,#cloud [46] #cloud,#aws [45] #aws,#azure [44] #azure,#gcp [44] #gcp,#python [44] #python,#coding [39] tune,#cloudcomputing Top Word Pairs in Tweet in G10:
[15] iex_ec,rlc [11] doru5s,ibm [10] around,#decentralized [10] ibm,#cloudcomputing [9] #cloudcomputing,future [9] future,earlier [9] earlier,partnership [9] partnership,iex_ec [9] rlc,increase [9] increase,security Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
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: