The graph represents a network of 2,318 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, 06 June 2022 at 15:25 UTC.
The requested start date was Monday, 06 June 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 4-day, 9-hour, 34-minute period from Wednesday, 01 June 2022 at 14:26 UTC to Monday, 06 June 2022 at 00:01 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 : 2318
Unique Edges : 1449
Edges With Duplicates : 13949
Total Edges : 15398
Number of Edge Types : 5
Tweet : 1464
Retweet : 6148
MentionsInRetweet : 7037
Mentions : 730
Replies to : 19
Self-Loops : 1557
Reciprocated Vertex Pair Ratio : 0.0122969837587007
Reciprocated Edge Ratio : 0.0242952097180839
Connected Components : 297
Single-Vertex Connected Components : 193
Maximum Vertices in a Connected Component : 1793
Maximum Edges in a Connected Component : 14615
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.189714
Graph Density : 0.000812354793675288
Modularity : 0.215607
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,318 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, 06 June 2022 at 15:25 UTC.
The requested start date was Monday, 06 June 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 4-day, 9-hour, 34-minute period from Wednesday, 01 June 2022 at 14:26 UTC to Monday, 06 June 2022 at 00:01 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:
[4400] #bigdata,#analytics [2985] #analytics,#datascience [2488] #datascience,#ai [2036] #ai,#machinelearning [2023] #python,#rstats [1865] #iiot,#python [1827] #iot,#iiot [1577] #machinelearning,#iot [1235] #cybersecurity,#bigdata [1214] #analytics,#ai Top Word Pairs in Tweet in G1:
[633] #bigdata,#analytics [501] #python,#rstats [466] #ai,#iiot [462] #cybersecurity,#bigdata [459] #analytics,#ai [450] #iiot,#python [419] cheat,sheet [413] #sql,#cybersecurity [400] #machinelearning,#datascience [396] #datascience,#sql Top Word Pairs in Tweet in G2:
[2653] #bigdata,#analytics [1922] #analytics,#datascience [1599] #datascience,#ai [1390] #ai,#machinelearning [1041] #machinelearning,#iot [1039] #iot,#iiot [1005] #python,#rstats [976] #iiot,#python [564] #cybersecurity,#bigdata [560] #analytics,#ai Top Word Pairs in Tweet in G3:
[458] #infosec,#infosecurity [456] #infosecurity,#cybersecurity [451] #cybersecurity,#threatintel [333] #threatintel,#threatintelligence [299] #threatintelligence,#hacking [284] #cloudcomputing,#malware [284] #malware,#ransomware [279] #hacking,#cybernews [273] #cybernews,#cyberattack [269] #cloudsecurity,#cloudcomputing Top Word Pairs in Tweet in G4:
[667] #bigdata,#analytics [570] #analytics,#datascience [469] #iot,#iiot [437] #datascience,#ai [401] #ai,#machinelearning [343] #python,#rstats [336] #machinelearning,#iot [295] #iiot,#python [187] #pytorch,#python [180] #iiot,#pytorch Top Word Pairs in Tweet in G5:
[24] cloud,computing [24] #cloud,#cloudcomputing [12] microsoft,azure [10] #azure,#cloud [9] #cloudcomputing,#cloud [7] #cloudcomputing,#cloudsecurity [6] #infosec,#cybersecurity [5] #cybersecurity,#cybersecuritytips [5] #cybersecuritytips,#pentesting [5] #pentesting,#oscp Top Word Pairs in Tweet in G6:
[265] #bigdata,#analytics [199] #analytics,#datascience [179] #datascience,#ai [128] #pytorch,#python [109] data,science [108] 100,days [102] #ai,#pytorch [101] days,data [101] science,challenge [92] #infographic,100 Top Word Pairs in Tweet in G7:
[7] #ai,#iot [7] #iot,#iiot [6] #startups,#entrepreneurship [6] #entrepreneurship,#ai [6] #cloudcomputing,#ai [6] #bigdata,#analytics [5] take,enterprises [5] enterprises,succeed [5] succeed,digital [5] digital,age Top Word Pairs in Tweet in G8:
[14] big,data [14] amazon,emr [14] emr,serverless [8] #cloud,#cloudcomputing [8] make,running [8] running,big [8] data,easier [8] easier,before [8] before,ƒðÿ [8] ƒðÿ,amazon Top Word Pairs in Tweet in G9:
[36] #bigdata,#analytics [21] #analytics,#datascience [20] #datascience,#ai [20] #ai,#machinelearning [19] #infosec,#infosecurity [19] #infosecurity,#cybersecurity [19] #cybersecurity,#threatintel [18] #cybersecurity,#hacker [18] jonymah78,check [18] check,gig Top Word Pairs in Tweet in G10:
[51] #emergingtech,#ai [51] #ai,#ml [51] #ml,#iot [51] #iot,#cloudcomputing [51] #cloudcomputing,#ar [51] #ar,#vr [51] #vr,revolutionize [51] revolutionize,#agriculture [51] #agriculture,sector [51] sector,addressing Top Replied-To in Entire Graph:
Top Replied-To in G2:
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Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: