The graph represents a network of 3,901 Twitter users whose tweets in the requested range contained "#cloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 12 December 2021 at 07:29 UTC.
The requested start date was Sunday, 12 December 2021 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, 4-hour, 3-minute period from Thursday, 09 December 2021 at 20:56 UTC to Sunday, 12 December 2021 at 01:00 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 : 3901
Unique Edges : 3475
Edges With Duplicates : 14691
Total Edges : 18166
Number of Edge Types : 5
Retweet : 5695
MentionsInRetweet : 7793
Tweet : 1639
Mentions : 2952
Replies to : 87
Self-Loops : 1854
Reciprocated Vertex Pair Ratio : 0.0185487461047633
Reciprocated Edge Ratio : 0.0364219114219114
Connected Components : 602
Single-Vertex Connected Components : 355
Maximum Vertices in a Connected Component : 2722
Maximum Edges in a Connected Component : 16322
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.465749
Graph Density : 0.000451166367598052
Modularity : 0.323597
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,901 Twitter users whose tweets in the requested range contained "#cloud", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 12 December 2021 at 07:29 UTC.
The requested start date was Sunday, 12 December 2021 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, 4-hour, 3-minute period from Thursday, 09 December 2021 at 20:56 UTC to Sunday, 12 December 2021 at 01:00 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 : #cloud
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:
[760] #ai,#python [721] #machinelearning,#ai [703] #fashiontech,#ehealth [699] #frenchtech,#women [660] #digital,#cx [657] #women,#fashiontech [643] #datascientist,#digital [642] #cx,#iot [642] #iot,#frenchtech [607] #ehealth,#insurtech Top Word Pairs in Tweet in G1:
[686] #ai,#python [642] #machinelearning,#ai [480] #python,#datascience [441] #datascience,#bigdata [373] #fashiontech,#ehealth [370] #frenchtech,#women [354] #digital,#cx [348] #women,#fashiontech [344] #datascientist,#digital [339] #cx,#iot Top Word Pairs in Tweet in G2:
[584] giving,back [292] blue,trunks [292] trunks,flux [292] flux,giving [292] back,community [292] community,facebook [292] facebook,meta [292] meta,logo [292] logo,icp [292] icp,giving Top Word Pairs in Tweet in G3:
[36] sarbjeetjohal,imoyse [33] imoyse,avrohomg [26] avrohomg,drjdrooghaag [25] fklivestolearn,junjudapi [25] fogle_shane,afigueiredo [25] afigueiredo,rmogha [25] rmogha,shadraza1 [24] #cloud,#cloudcomputing [24] #cio,sarbjeetjohal [23] drjdrooghaag,sallyeaves Top Word Pairs in Tweet in G4:
[41] #saas,#cloud [39] #cloud,#logiciel [36] #sky,#cloud [17] #featured,#courses [17] #courses,#it [17] #it,#certified [17] #certified,one [17] one,lesson [17] lesson,four [17] four,#aws Top Word Pairs in Tweet in G5:
[137] #ai,#cloud [74] coffee,talk [48] #machinelearning,#ai [45] #ai,#python [39] #python,#datascience [38] iot,coffee [36] welcome,#iot [36] #iot,coffee [36] chat,#digital [36] #digital,#iiot Top Word Pairs in Tweet in G6:
[53] playing,african [53] african,affairs [53] affairs,radio [42] #cloudcomputing,#cloud [33] cloud,room [32] #aws,#azure [29] #cloud,#aws [29] #azure,#gcp [29] #gcp,#python [29] #python,#coding Top Word Pairs in Tweet in G7:
[323] #fashiontech,#ehealth [322] #frenchtech,#women [302] #women,#fashiontech [300] #digital,#cx [296] #cx,#iot [296] #iot,#frenchtech [293] #datascientist,#digital [290] #ehealth,#insurtech [146] chidambara09,#datascientist [146] #insurtech,#datascien Top Word Pairs in Tweet in G8:
[8] #emergingtech,#iot [8] #iot,#cloud [8] #cloud,#ai [8] #ai,#ml [8] #ml,play [8] play,significant [8] significant,role [8] role,bolstering [8] bolstering,india [8] india,supply Top Word Pairs in Tweet in G9:
[25] oracle's,#cloud [19] develop,#cloud [19] #cloud,skills [19] skills,oraclecloud [19] oraclecloud,oracle_edu [19] oracle_edu,rolling [19] rolling,free [19] free,#oci [19] #oci,content [19] content,free Top Word Pairs in Tweet in G10:
[12] latest,update [9] olivier,evan [9] #100daysofcode,#devcommunity [8] evan,#100daysofcode [8] #devcommunity,#devops [7] pednero,great [6] #cloud,#opensource [6] update,#canonical [6] #canonical,includes [6] flutterfire's,announcement Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G5:
Top Replied-To in G6:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G7:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G4:
Top Tweeters in G5:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: