The graph represents a network of 3,333 Twitter users whose recent tweets contained "#cloudcomputing", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 28 September 2020 at 10:38 UTC.
The tweets in the network were tweeted over the 3-day, 8-hour, 28-minute period from Friday, 25 September 2020 at 00:24 UTC to Monday, 28 September 2020 at 08:52 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 : 3333
Unique Edges : 8305
Edges With Duplicates : 18533
Total Edges : 26838
Number of Edge Types : 5
Retweet : 15631
MentionsInRetweet : 7035
Replies to : 317
Tweet : 2264
Mentions : 1591
Self-Loops : 2475
Reciprocated Vertex Pair Ratio : 0.0138820999120149
Reciprocated Edge Ratio : 0.0273840516825764
Connected Components : 403
Single-Vertex Connected Components : 257
Maximum Vertices in a Connected Component : 2605
Maximum Edges in a Connected Component : 25985
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.601034
Graph Density : 0.00093385689109127
Modularity : 0.295801
NodeXL Version : 1.0.1.440
Data Import : The graph represents a network of 3,333 Twitter users whose recent tweets contained "#cloudcomputing", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Monday, 28 September 2020 at 10:38 UTC.
The tweets in the network were tweeted over the 3-day, 8-hour, 28-minute period from Friday, 25 September 2020 at 00:24 UTC to Monday, 28 September 2020 at 08:52 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 : TwitterSearch
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[10290] #iot,#iiot [10031] #python,#rstats [9526] #cloudcomputing,#serverless [9317] #coding,#100daysofcode [9228] #bigdata,#analytics [9097] #programming,#coding [8909] #javascript,#reactjs [8790] #analytics,#datascience [7658] #datascientist,#linux [7385] #datascience,#ai Top Word Pairs in Tweet in G1:
[1541] #iot,#iiot [1522] #cloudcomputing,#serverless [1517] #bigdata,#analytics [1501] #coding,#100daysofcode [1498] #python,#rstats [1486] #javascript,#reactjs [1470] #programming,#coding [1395] #datascientist,#linux [1391] #serverless,#datascientist [1257] #analytics,#datascience Top Word Pairs in Tweet in G2:
[7952] #iot,#iiot [7779] #python,#rstats [7286] #cloudcomputing,#serverless [7083] #coding,#100daysofcode [7052] #bigdata,#analytics [6930] #programming,#coding [6874] #analytics,#datascience [6815] #javascript,#reactjs [5754] #datascientist,#linux [5752] #datascience,#ai Top Word Pairs in Tweet in G3:
[734] gt,gt [607] #iot,#iiot [569] #python,#rstats [555] #coding,#100daysofcode [541] #cloudcomputing,#serverless [530] #programming,#coding [502] #bigdata,#analytics [501] #analytics,#datascience [459] #javascript,#reactjs [425] #datascience,#ai Top Word Pairs in Tweet in G4:
[56] #cloud,#cloudcomputing [33] cloud,computing [16] #cloudcomputing,#it [14] #cloudcomputing,#cloud [11] #iot,#cloudcomputing [11] pandemic,accelerated [10] accelerated,tech [10] tech,trends [10] trends,faster [10] faster,forbes Top Word Pairs in Tweet in G5:
[115] #iot,#iiot [113] #python,#rstats [109] #coding,#100daysofcode [107] #cloudcomputing,#serverless [98] #programming,#coding [96] #analytics,#datascience [89] #bigdata,#analytics [89] #javascript,#reactjs [81] #iiot,#python [78] #datascientist,#linux Top Word Pairs in Tweet in G6:
[47] #iot,#iiot [46] #bigdata,#analytics [46] #python,#rstats [46] #coding,#100daysofcode [44] #programming,#coding [43] #javascript,#reactjs [43] #cloudcomputing,#serverless [39] #analytics,#datascience [39] #serverless,#datascientist [39] #datascientist,#linux Top Word Pairs in Tweet in G7:
[113] #cloud,#cloudcomputing [88] #azure,#azurefamily [88] #azurefamily,#cloud [79] youtube,twitch [79] twitch,link [79] link,co [79] co,rhknxkckem [79] rhknxkckem,#azure [43] live,youtube [41] session,starts Top Word Pairs in Tweet in G8:
[52] investment,#cloudcomputing [52] #cloudcomputing,companies [52] companies,seek [52] seek,remain [52] remain,competitive [52] competitive,agile [52] agile,shift [52] shift,capex [52] capex,opex [52] opex,lists Top Word Pairs in Tweet in G9:
[44] wanna,services [44] services,azure [44] azure,check [44] check,page [44] page,#azure [44] #azure,#azops [44] #azops,#azdev [44] #azdev,#cloudcomputing [44] #cloudcomputing,#microsoftazure [44] #microsoftazure,#microsoft Top Word Pairs in Tweet in G10:
[9] #google,#kubernetesengine [9] #kubernetesengine,#qoaching [9] #qoaching,#cloudcomputing [9] #cloudcomputing,#googlecloud [9] #googlecloud,#covid19 [9] #covid19,#quarantinelearning [8] google,cloud [7] #quarantinelearning,#cloudrun [7] #cloudrun,#programming [7] #cloud,#cloudcomputing Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
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 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: