The graph represents a network of 3,730 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, 22 May 2022 at 06:25 UTC.
The requested start date was Sunday, 22 May 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, 5-hour, 48-minute period from Thursday, 19 May 2022 at 18:11 UTC to Sunday, 22 May 2022 at 00:00 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 : 3730
Unique Edges : 3516
Edges With Duplicates : 13123
Total Edges : 16639
Number of Edge Types : 5
Mentions : 1919
Retweet : 5389
MentionsInRetweet : 7411
Tweet : 1867
Replies to : 53
Self-Loops : 2035
Reciprocated Vertex Pair Ratio : 0.0154539600772698
Reciprocated Edge Ratio : 0.0304375396322131
Connected Components : 772
Single-Vertex Connected Components : 457
Maximum Vertices in a Connected Component : 2055
Maximum Edges in a Connected Component : 14011
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 4.44227
Graph Density : 0.000453513761065542
Modularity : 0.314986
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 3,730 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, 22 May 2022 at 06:25 UTC.
The requested start date was Sunday, 22 May 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, 5-hour, 48-minute period from Thursday, 19 May 2022 at 18:11 UTC to Sunday, 22 May 2022 at 00:00 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:
[827] #machinelearning,#ai [754] #ai,#python [534] know,more [485] #datascience,#bigdata [334] #python,#datascience [328] #analytics,#5g [312] #ai,#datasecurity [312] #datasecurity,#ml [300] #blockchain,#ai [293] #5g,#machinelearning Top Word Pairs in Tweet in G1:
[684] #machinelearning,#ai [614] #ai,#python [387] know,more [365] #datascience,#bigdata [323] #analytics,#5g [304] #ai,#datasecurity [304] #datasecurity,#ml [290] #blockchain,#ai [289] #5g,#machinelearning [243] #python,#rstats Top Word Pairs in Tweet in G2:
[34] #sky,#cloud [24] learn,more [17] #nature,#outdoors [16] zero,trust [16] trust,security [14] #cloud,#sky [13] read,more [13] #cloud,#clouds [10] sign,digitalocean [10] digitalocean,referral Top Word Pairs in Tweet in G3:
[55] #technology,#nftcommunity [54] #fintech,#finserv [54] #web3,#technology [53] #finserv,#cloud [49] #cloud,#innovation [45] #innovation,#datascience [44] #floydmayweather,#nft [44] #nft,tickets [44] tickets,explained [44] explained,price Top Word Pairs in Tweet in G4:
[136] know,more [124] #machinelearning,#ai [116] #ai,#python [103] #python,#datascience [99] #datascience,#bigdata [76] #iot,#100daysofcode [70] more,#datasecurity [65] #100daysofcode,#5g [64] #datasecurity,#privacy [64] #cybersecurity,#hacker Top Word Pairs in Tweet in G5:
[16] #cybersecurity,#hacker [15] #cx,#women [14] #cloud,#opensource [13] #women,#ehealth [13] #datascientist,#mwc22 [13] #mwc22,#ai [12] #ehealth,#ces2023 [11] #hacker,#infosec [10] #digitalhealth,#datascientist [10] #ai,#healthtech Top Word Pairs in Tweet in G6:
[20] #azure,#cloud [20] latest,update [19] #infosec,#infosecjobs [18] #cloud,#devops [17] #infosecjobs,#cybersecurity [17] #cybersecurity,#security [15] #devops,#cloud [15] #security,#jobsearch [14] #jobsearch,#techjobs [14] #techjobs,#hiringnow Top Word Pairs in Tweet in G7:
[36] more,one [36] one,#cloud [36] #cloud,businesses [36] businesses,run [36] run,workloads [36] workloads,clouds [36] clouds,best [36] best,suited [36] suited,run [36] run,see Top Word Pairs in Tweet in G8:
[130] welcome,#iot [130] #iot,coffee [130] coffee,talk [130] chat,#digital [130] #digital,#iiot [129] #iiot,#automation [119] #automation,#digitaltwins [113] #digitaltwins,#edge [112] #iotpl,#iotcl [107] #edge,#iotpl Top Word Pairs in Tweet in G9:
[73] 続編新情報待ってますっ,#ff7 [73] #ff7,#クラウド [73] #クラウド,#cloud [72] ponco_pacoooon,続編新情報待ってますっ [27] #ff7remake,#ffvii [21] #finalfantasy7remake,#finalfantasyvii [21] #finalfantasyvii,#ff7 [21] #ff7,#ff7r [21] #ff7r,#ff7remake [21] #ffvii,#ffviir Top Word Pairs in Tweet in G10:
[42] #sky,#cloud [39] #photo,#photography [24] #goodmorning,#sky [24] #cloud,#watercolor [23] d_fordesign,planet [23] planet,earth [23] earth,cloudy [23] cloudy,day [23] day,#cloud [23] #cloud,#雲 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 G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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Top Mentioned in G6:
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 G5:
Top Tweeters in G6:
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Top Tweeters in G9:
Top Tweeters in G10: