The graph represents a network of 1,968 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, 25 January 2021 at 12:59 UTC.
The requested start date was Monday, 25 January 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, 2-hour, 28-minute period from Thursday, 21 January 2021 at 10:16 UTC to Saturday, 23 January 2021 at 12:45 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 : 1968
Unique Edges : 1534
Edges With Duplicates : 13615
Total Edges : 15149
Number of Edge Types : 5
Tweet : 1574
Retweet : 5923
MentionsInRetweet : 6953
Mentions : 676
Replies to : 23
Self-Loops : 1683
Reciprocated Vertex Pair Ratio : 0.00597663678348275
Reciprocated Edge Ratio : 0.0118822576289495
Connected Components : 510
Single-Vertex Connected Components : 365
Maximum Vertices in a Connected Component : 1189
Maximum Edges in a Connected Component : 13900
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.465019
Graph Density : 0.000956586523160605
Modularity : 0.210071
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 1,968 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, 25 January 2021 at 12:59 UTC.
The requested start date was Monday, 25 January 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, 2-hour, 28-minute period from Thursday, 21 January 2021 at 10:16 UTC to Saturday, 23 January 2021 at 12:45 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:
[2907] #bigdata,#analytics [2870] #iot,#iiot [2570] #analytics,#datascience [2125] #datascience,#ai [2048] #ai,#machinelearning [1583] #machinelearning,#iot [1552] #python,#rstats [960] #iiot,#pytorch [958] #iiot,#python [803] #pytorch,#python Top Word Pairs in Tweet in G1:
[57] cloud,computing [57] aws,cloud [55] create,first [55] first,backend [55] backend,mobile [55] mobile,web [55] web,apps [55] apps,aws [55] cloud,without [55] without,managing Top Word Pairs in Tweet in G2:
[2434] #bigdata,#analytics [2431] #iot,#iiot [2127] #analytics,#datascience [1792] #datascience,#ai [1731] #ai,#machinelearning [1340] #python,#rstats [1319] #machinelearning,#iot [802] #iiot,#python [783] #iiot,#pytorch [660] #pytorch,#python Top Word Pairs in Tweet in G3:
[367] #bigdata,#analytics [355] #analytics,#datascience [338] #iot,#iiot [265] #datascience,#ai [241] #ai,#machinelearning [212] #machinelearning,#iot [167] #python,#rstats [153] #iiot,#pytorch [122] #iiot,#python [121] #pytorch,#python Top Word Pairs in Tweet in G4:
[52] cloud,computing [44] best,aws [44] aws,s3 [44] s3,dynamodb [44] dynamodb,courses [44] courses,beginners [44] beginners,2021 [36] 2021,#cloudcomputing [24] #cloudcomputing,#ui [22] #cybersecurity,#data Top Word Pairs in Tweet in G5:
[68] endorse,content [68] content,iotcommunity [68] iotcommunity,rated [68] rated,2nd [68] 2nd,#iot [68] #iot,#internetofthings [64] #internetofthings,kcore_analytics [62] kcore_analytics,rated [53] rated,12 [49] #bigdata,#analytics Top Word Pairs in Tweet in G6:
[25] #cloud,#cloudcomputing [20] #cloudcomputing,#devops [18] microsoft,azure [17] digital,lives [17] lives,drive [17] drive,brick [17] brick,mortar [17] mortar,boom [17] boom,data [17] data,centres Top Word Pairs in Tweet in G7:
[36] gt,gt [25] #5g,monetization [25] intelligntworld,guest [25] guest,host [23] ronald_vanloon,#5g [22] #bigdata,#analytics [17] #iot,#iiot [15] monetization,explosion [15] explosion,services [15] services,opportunities Top Word Pairs in Tweet in G8:
[15] #cloud,#cloudcomputing [9] #datacentre,#cloudcomputing [8] #cloudcomputing,computerweekly [7] amazon,web [7] web,services [5] aws,google [5] google,cloud [5] cloud,equinix [5] #cloudcomputing,#technology [5] #technology,#innovation Top Word Pairs in Tweet in G9:
[53] long,last [53] last,ice [53] ice,lake [53] lake,intel [53] intel,xeon [53] xeon,scalable [53] scalable,processors [53] processors,production [53] production,make [53] make,lots Top Word Pairs in Tweet in G10:
[11] follow,latest [11] first,#gcpsketchnote [11] #gcpsketchnote,2021 [10] articles,#opensource [10] #cloudcomputing,#softwareengineering [10] 2021,here's [10] here's,quick [10] quick,overview [10] overview,anthos [10] anthos,simplifies Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
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 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: