The graph represents a network of 1,554 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, 13 July 2020 at 10:38 UTC.
The requested start date was Monday, 13 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 22-hour, 34-minute period from Saturday, 11 July 2020 at 01:18 UTC to Sunday, 12 July 2020 at 23:53 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 : 1554
Unique Edges : 1009
Edges With Duplicates : 9505
Total Edges : 10514
Number of Edge Types : 5
Retweet : 4246
MentionsInRetweet : 5054
Tweet : 775
Mentions : 433
Replies to : 6
Self-Loops : 839
Reciprocated Vertex Pair Ratio : 0.00628733102797862
Reciprocated Edge Ratio : 0.0124960949703218
Connected Components : 163
Single-Vertex Connected Components : 95
Maximum Vertices in a Connected Component : 1203
Maximum Edges in a Connected Component : 9959
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.897334
Graph Density : 0.00132636546029978
Modularity : 0.246669
NodeXL Version : 1.0.1.437
Data Import : The graph represents a network of 1,554 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, 13 July 2020 at 10:38 UTC.
The requested start date was Monday, 13 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 22-hour, 34-minute period from Saturday, 11 July 2020 at 01:18 UTC to Sunday, 12 July 2020 at 23:53 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:
[2525] #bigdata,#analytics [2428] #analytics,#datascience [1875] #iot,#iiot [1707] #datascience,#ai [1254] #ai,#machinelearning [1124] #machinelearning,#iot [1002] #python,#rstats [979] #iiot,#python [565] machine,learning [428] #datascience,#iot Top Word Pairs in Tweet in G1:
[105] cloud,computing [98] #analytics,#datascience [95] read,more [95] #bigdata,#analytics [69] #iot,#iiot [55] data,science [51] transformation,opportunity [51] opportunity,generation [50] digital,transformation [48] #datascience,#ai Top Word Pairs in Tweet in G2:
[545] #bigdata,#analytics [522] #analytics,#datascience [444] #iot,#iiot [404] #datascience,#ai [334] #ai,#machinelearning [305] #machinelearning,#iot [266] #iiot,#python [149] #python,#rstats [112] 2020,#bigdata [106] #datascience,#iot Top Word Pairs in Tweet in G3:
[1774] #bigdata,#analytics [1699] #analytics,#datascience [1294] #iot,#iiot [1173] #datascience,#ai [816] #ai,#machinelearning [749] #machinelearning,#iot [677] #python,#rstats [662] #iiot,#python [451] machine,learning [293] #datascience,#iot Top Word Pairs in Tweet in G4:
[16] #it,#certified [16] #certified,one [16] one,lesson [16] lesson,four [16] four,#aws [16] #aws,certificates [16] certificates,enrol [16] enrol,#cloudcomputing [16] #cloudcomputing,#amazon [11] #cloud,#cloudcomputing Top Word Pairs in Tweet in G5:
[78] koenig,announcing [78] announcing,special [78] special,combined [78] combined,batch [78] batch,az [78] az,900 [78] 900,az [78] az,104 [78] 104,usd [78] usd,1200 Top Word Pairs in Tweet in G6:
[87] #python,#rstats [85] #rstats,#java [82] #java,#javascript [81] #javascript,#aws [81] #aws,#100daysofcode [73] #100daysofcode,#reactjs [73] #reactjs,#coding [43] #coding,#cloudcomputing [39] #cloudcomputing,#html [32] #bigdata,#analytics Top Word Pairs in Tweet in G7:
[34] #bigdata,#analytics [33] #analytics,#datascience [33] #ai,#machinelearning [30] wef,#ai [30] #datascience,#ai [29] more,work [29] work,#robot [29] #robot,#southkorea [29] #southkorea,anywhere [29] anywhere,world Top Word Pairs in Tweet in G8:
[29] #ar,learning [29] learning,device [29] device,periodic [29] periodic,table [29] table,#elements [29] #elements,mt [29] mt,mikequindazzi [29] mikequindazzi,#emergingtech [29] #emergingtech,#cloudcomputing [29] #cloudcomputing,#ai Top Word Pairs in Tweet in G9:
[21] #zlf,#edureka [21] #edureka,#onlineeducation [21] #onlineeducation,#digital [21] #digital,#virtual [21] #virtual,#bigdata [21] #bigdata,#python [16] beginner,best [16] best,book [16] book,learn [16] learn,#cloudcomputing Top Word Pairs in Tweet in G10:
[60] digital,transformation [42] learn,#cloudcomputing [42] #cloudcomputing,join [42] join,#webinar [42] #webinar,digital [42] transformation,adopting [42] adopting,cloud [42] cloud,29th [42] 29th,july [42] july,2020 Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G8:
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: