The graph represents a network of 1,531 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, 20 September 2021 at 14:37 UTC.
The requested start date was Monday, 20 September 2021 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 2-day, 2-hour, 53-minute period from Friday, 17 September 2021 at 21:07 UTC to Monday, 20 September 2021 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 : 1531
Unique Edges : 1072
Edges With Duplicates : 15290
Total Edges : 16362
Number of Edge Types : 5
Mentions : 408
Retweet : 6984
MentionsInRetweet : 8117
Tweet : 847
Replies to : 6
Self-Loops : 892
Reciprocated Vertex Pair Ratio : 0.00568041491726352
Reciprocated Edge Ratio : 0.0112966601178782
Connected Components : 71
Single-Vertex Connected Components : 31
Maximum Vertices in a Connected Component : 1378
Maximum Edges in a Connected Component : 16136
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.750756
Graph Density : 0.00173836571423692
Modularity : 0.189016
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,531 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, 20 September 2021 at 14:37 UTC.
The requested start date was Monday, 20 September 2021 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 2-day, 2-hour, 53-minute period from Friday, 17 September 2021 at 21:07 UTC to Monday, 20 September 2021 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:
[3386] #machinelearning,#bigdata [2570] #pytorch,#python [2535] #dataanalytics,#machinelearning [2502] #bigdata,#datascience [2129] #datascience,#pytorch [1877] #bigdata,#analytics [1800] #python,#tensorflow [1654] #analytics,#datascience [1450] #tensorflow,#javascript [1313] #iot,#iiot Top Word Pairs in Tweet in G1:
[2521] #machinelearning,#bigdata [1935] #dataanalytics,#machinelearning [1900] #bigdata,#datascience [1889] #pytorch,#python [1594] #datascience,#pytorch [1298] #python,#tensorflow [1272] #bigdata,#analytics [1120] #analytics,#datascience [1028] #tensorflow,#javascript [906] #iot,#iiot Top Word Pairs in Tweet in G2:
[318] video,flux [318] flux,bitboy_crypto [189] great,video [189] bitboy_crypto,big [189] big,boys [189] boys,starting [189] starting,notice [189] notice,hidden [189] hidden,#gem [189] #gem,#altseason Top Word Pairs in Tweet in G3:
[492] #bigdata,#analytics [490] #machinelearning,#bigdata [440] #analytics,#datascience [330] #pytorch,#python [310] #iot,#iiot [281] #datascience,#ai [272] #dataanalytics,#machinelearning [272] #bigdata,#datascience [223] #datascience,#pytorch [218] #ai,#machinelearning Top Word Pairs in Tweet in G4:
[477] #infosec,#infosecurity [320] #infosecurity,#cybersecurity [254] #cybersecurity,#threatintel [158] #threatintel,#threatintelligence [142] #threatintelligence,#hacking [139] #hacking,#cybernews [133] #cloudsecurity,#cloudcomputing [131] #cybernews,#cyberattack [131] #cyberattack,#cloudsecurity [130] #cloudcomputing,#malware Top Word Pairs in Tweet in G5:
[226] #machinelearning,#bigdata [226] #pytorch,#python [225] #dataanalytics,#machinelearning [225] #bigdata,#datascience [221] #datascience,#pytorch [218] #python,#tensorflow [183] #tensorflow,#javascript [54] next,level [52] level,google [52] google,glass Top Word Pairs in Tweet in G6:
[81] #pytorch,#python [77] #machinelearning,#bigdata [74] #dataanalytics,#machinelearning [74] #bigdata,#datascience [74] #datascience,#pytorch [74] #python,#tensorflow [66] #tensorflow,#javascript [56] #python,#rstats [53] #ai,#python [50] #iot,#iiot Top Word Pairs in Tweet in G7:
[12] #featured,#courses [12] #courses,#it [12] #it,#certified [12] #certified,one [12] one,lesson [12] lesson,four [12] four,#aws [12] #aws,certificates [12] certificates,enrol [12] enrol,#cloudcomputing Top Word Pairs in Tweet in G8:
[4] let's,build [4] build,router [4] router,part [4] part,#cloudcomputing [4] #cloudcomputing,#ui [3] izndtechnews,let's [3] #cloudcomputing,#cybersecurity [3] #cybersecurity,#security [2] couponed_code,machine [2] machine,learning Top Word Pairs in Tweet in G9:
[6] 5g,current [6] current,traffic [6] traffic,vs [6] vs,5g [6] 5g,future [6] future,traffic [6] traffic,data [6] data,speed [6] speed,upload [6] upload,download Top Word Pairs in Tweet in G10:
[5] office,studio [5] studio,set [5] set,studio [5] studio,plan [5] plan,make [5] make,more [5] more,content [5] content,youtube [5] youtube,channel [5] channel,talk Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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 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: