The graph represents a network of 1,536 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, 21 February 2022 at 15:34 UTC.
The requested start date was Monday, 21 February 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 2-day, 3-hour, 50-minute period from Friday, 18 February 2022 at 21:07 UTC to Monday, 21 February 2022 at 00:58 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 : 1536
Unique Edges : 1297
Edges With Duplicates : 14461
Total Edges : 15758
Number of Edge Types : 5
Retweet : 6478
MentionsInRetweet : 7684
Tweet : 1073
Mentions : 505
Replies to : 18
Self-Loops : 1171
Reciprocated Vertex Pair Ratio : 0.00658055081647575
Reciprocated Edge Ratio : 0.0130750605326877
Connected Components : 181
Single-Vertex Connected Components : 128
Maximum Vertices in a Connected Component : 1261
Maximum Edges in a Connected Component : 15380
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.665432
Graph Density : 0.00175166259500543
Modularity : 0.185701
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 1,536 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, 21 February 2022 at 15:34 UTC.
The requested start date was Monday, 21 February 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 2-day, 3-hour, 50-minute period from Friday, 18 February 2022 at 21:07 UTC to Monday, 21 February 2022 at 00:58 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:
[2531] #bigdata,#analytics [1887] #analytics,#datascience [1299] #iot,#iiot [1266] #pytorch,#python [1242] #datascience,#ai [1007] #iiot,#pytorch [988] #python,#rstats [972] #machinelearning,#bigdata [737] #ai,#machinelearning [627] #machinelearning,#iot Top Word Pairs in Tweet in G1:
[1729] #bigdata,#analytics [1276] #analytics,#datascience [921] #pytorch,#python [886] #iot,#iiot [882] #datascience,#ai [679] #machinelearning,#bigdata [652] #python,#rstats [641] #iiot,#pytorch [510] #ai,#machinelearning [449] #tensorflow,#javascript Top Word Pairs in Tweet in G2:
[409] #infosecurity,#cybersecurity [408] #infosec,#infosecurity [379] #cybersecurity,#threatintel [166] #threatintel,#threatintelligence [129] #threatintelligence,#hacking [96] #bigdata,#analytics [84] #hacking,#cybernews [79] #cloudsecurity,#cloudcomputing [75] #cybernews,#cyberattack [75] #cyberattack,#threathunting Top Word Pairs in Tweet in G3:
[409] #bigdata,#analytics [357] #analytics,#datascience [250] #iot,#iiot [242] #iiot,#pytorch [223] #datascience,#ai [186] #pytorch,#python [182] #python,#rstats [165] #ai,#machinelearning [147] #machinelearning,#iot [117] #python,#bigdata Top Word Pairs in Tweet in G4:
[22] #featured,#courses [22] #courses,#it [22] #it,#certified [22] #certified,one [22] one,lesson [22] lesson,four [22] four,#aws [22] #aws,certificates [22] certificates,enrol [14] extreme,networks' Top Word Pairs in Tweet in G5:
[80] #bigdata,#analytics [52] #analytics,#datascience [49] ingliguori,#bigdata [42] #pytorch,#python [30] #python,#rstats [29] #iot,#iiot [28] #ai,#iot [27] #iiot,#pytorch [24] ingliguori,#infographic [20] #datascience,#ai Top Word Pairs in Tweet in G6:
[136] #machinelearning,#bigdata [97] #bigdata,#analytics [67] #analytics,#datascience [58] #datascience,#ai [49] machine,learning [47] #iot,#iiot [44] udemy_coupons1,100 [43] #bigdata,#analytic [40] #python,#rstats [38] data,science Top Word Pairs in Tweet in G7:
[40] #bigdata,#analytics [28] #linux,#deeplearning [28] #deeplearning,#sql [27] #pytorch,#python [26] #sql,#python [26] #python,#bigdata [26] #kubernetes,#linux [24] #iiot,#pytorch [23] #analytics,#datascience [22] #python,#rstats Top Word Pairs in Tweet in G8:
[75] #python,#programming [73] #machinelearning,#python [67] #bigdata,#analytics [66] catherineadenle,infographic [63] data,science [45] #pytorch,#python [43] catherineadenle,#machinelearning [40] #analytics,#ai [39] infographic,art [39] art,learning Top Word Pairs in Tweet in G9:
[41] nvidia,#jetson [41] #jetson,nano [39] happy,share [39] share,finished [39] finished,#fluxnode [39] #fluxnode,setup [39] setup,video [39] video,medium [39] medium,guide [39] guide,nvidia Top Word Pairs in Tweet in G10:
[23] devops,lifecycle [23] lifecycle,#devops [23] #devops,#technology [23] #technology,#linux [23] #linux,#aws [23] #aws,#github [23] #github,#cloudcomputing [23] #cloudcomputing,#kubernetes [22] tfortricks_ind,devops [19] aws,cloud 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 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: