The graph represents a network of 4,313 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, 10 July 2022 at 06:26 UTC.
The requested start date was Sunday, 10 July 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 2-day, 7-hour, 23-minute period from Tuesday, 05 July 2022 at 19:15 UTC to Friday, 08 July 2022 at 02:39 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 : 4313
Unique Edges : 3318
Edges With Duplicates : 12453
Total Edges : 15771
Number of Edge Types : 5
Mentions : 2212
Retweet : 5049
MentionsInRetweet : 6301
Tweet : 2150
Replies to : 59
Self-Loops : 2419
Reciprocated Vertex Pair Ratio : 0.0183272242585805
Reciprocated Edge Ratio : 0.0359947643979058
Connected Components : 893
Single-Vertex Connected Components : 522
Maximum Vertices in a Connected Component : 2267
Maximum Edges in a Connected Component : 12166
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 4.998155
Graph Density : 0.000328643566694642
Modularity : 0.3482
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 4,313 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, 10 July 2022 at 06:26 UTC.
The requested start date was Sunday, 10 July 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 2-day, 7-hour, 23-minute period from Tuesday, 05 July 2022 at 19:15 UTC to Friday, 08 July 2022 at 02:39 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:
[616] #ai,#python [518] #datascience,#bigdata [482] #flutter,#javascript [459] #ai,#datasecurity [451] #machinelearning,#ai [440] #rstats,#reactjs [440] #iiot,#flutter [385] #python,#datascience [345] #bigdata,#analytics [335] #reactjs,#iiot Top Word Pairs in Tweet in G1:
[447] #ai,#python [367] #datascience,#bigdata [316] #bigdata,#analytics [285] #machinelearning,#ai [276] #datasecurity,#datascientist [251] #tech,#innovation [238] #python,#datascience [236] #flutter,#javascript [207] #rstats,#reactjs [201] #iot,#iiot Top Word Pairs in Tweet in G2:
[52] #saas,#cloud [52] #cloud,#logiciel [39] #privacy,#cloud [38] #security,#privacy [36] #sky,#cloud [26] learn,more [20] #azure,#cloud [18] #cloud,#clouds [17] #空,#雲 [15] #microsoft,#azure Top Word Pairs in Tweet in G3:
[153] #cloud,#aerith [150] need,more [150] more,flowers [150] flowers,#cloud [150] #aerith,#ff7r [149] flourishcat,need [88] #cloud,#tifa [62] #tifa,#cloud [51] #cloti,#cloud [50] #cloud,#ff7r Top Word Pairs in Tweet in G4:
[208] #cx,#women [208] #women,#ehealth [208] #ehealth,#finserv [207] #datascientist,#mwc22 [207] #finserv,#bigdata [206] #digital,#digitalhealth [205] #digitalhealth,#cx [204] #healthtech,#datascientist [204] #mwc22,#digital [107] #iot,#iiot Top Word Pairs in Tweet in G5:
[219] #ai,#datasecurity [213] #iiot,#flutter [210] #flutter,#javascript [203] #rstats,#reactjs [200] #reactjs,#iiot [195] #datasecurity,#dataanalytics [195] #dataanalytics,#rstats [111] learning,#python [111] #python,hands [111] hands,projects Top Word Pairs in Tweet in G6:
[146] #machinelearning,#ai [141] #ai,#python [130] #python,#datascience [128] #datascience,#bigdata [114] #bigdata,#deeplearning [105] artificial,intelligence [100] know,more [75] #deeplearning,#iot [61] #datasecurity,#privacy [51] #privacy,#100daysofcode Top Word Pairs in Tweet in G7:
[9] dhinchcliffe,furrier [8] dez_blanchfield,dhinchcliffe [8] drjdrooghaag,imoyse [7] antgrasso,drjdrooghaag [6] imoyse,holgermu [6] theregister,dez_blanchfield [6] dip_survivor,cell [5] awscloud,azure [5] protecting,#data [5] migrate,#cloud Top Word Pairs in Tweet in G8:
[34] united,states [22] helm,chart [17] python,cloud [15] states,python [14] states,cloud [13] #azure,#cloud [11] quick,breakdown [11] breakdown,kubernetes [11] kubernetes,helm [11] chart,architecture Top Word Pairs in Tweet in G9:
[21] explore,cloud [21] cloud,integration [21] integration,services [21] services,simplify [21] simplify,automation [21] automation,saas [21] saas,premises [21] premises,applications [21] applications,lakehouse [21] different,cloud Top Word Pairs in Tweet in G10:
[34] edge,data [34] data,replication [30] recently,influxdb [30] influxdb,released [30] released,feature [30] feature,called [30] called,edge [30] replication,dive [30] edr,enables [30] enables,data Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G4:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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: