The graph represents a network of 1,946 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, 19 September 2022 at 15:07 UTC.
The requested start date was Monday, 19 September 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, 3-hour, 28-minute period from Thursday, 15 September 2022 at 22:50 UTC to Sunday, 18 September 2022 at 02:19 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 : 1946
Unique Edges : 1388
Edges With Duplicates : 14457
Total Edges : 15845
Number of Edge Types : 5
Retweet : 6126
MentionsInRetweet : 7470
Tweet : 1532
Mentions : 686
Replies to : 31
Self-Loops : 1753
Reciprocated Vertex Pair Ratio : 0.00564694328504788
Reciprocated Edge Ratio : 0.01123046875
Connected Components : 334
Single-Vertex Connected Components : 231
Maximum Vertices in a Connected Component : 1356
Maximum Edges in a Connected Component : 14826
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.787146
Graph Density : 0.00108217502384431
Modularity : 0.201931
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 1,946 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, 19 September 2022 at 15:07 UTC.
The requested start date was Monday, 19 September 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, 3-hour, 28-minute period from Thursday, 15 September 2022 at 22:50 UTC to Sunday, 18 September 2022 at 02:19 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:
[3989] #bigdata,#analytics [2753] #analytics,#datascience [2294] #iot,#iiot [2265] #datascience,#ai [2112] #iiot,#python [1710] #python,#rstats [1304] #ai,#machinelearning [1259] #machinelearning,#iot [1201] #analytics,#ai [1001] #cybersecurity,#bigdata Top Word Pairs in Tweet in G1:
[2594] #bigdata,#analytics [1625] #analytics,#datascience [1367] #iot,#iiot [1353] #datascience,#ai [1267] #iiot,#python [1006] #python,#rstats [945] #analytics,#ai [791] #cybersecurity,#bigdata [777] #ai,#machinelearning [773] #sql,#cybersecurity Top Word Pairs in Tweet in G2:
[29] cheat,sheet [29] #pentesting,#oscp [28] linux,path [28] path,cheat [26] #infosec,#cybersecurity [25] cloud,computing [21] playing,african [21] african,affairs [21] affairs,radio [17] #cybersecurity,#cybersecuritytips Top Word Pairs in Tweet in G3:
[286] #iiot,#python [263] #bigdata,#analytics [207] #python,#rstats [164] #iot,#iiot [163] #analytics,#datascience [157] #datascience,#ai [156] #rstats,#tensorflow [141] cheat,sheet [105] #analytics,#ai [102] #ai,#iiot Top Word Pairs in Tweet in G4:
[504] #bigdata,#analytics [479] #analytics,#datascience [471] #iot,#iiot [356] #python,#rstats [346] #datascience,#ai [322] #ai,#machinelearning [313] #machinelearning,#iot [299] #iiot,#python [219] #rstats,#tensorflow [145] #iiot,#pytorch Top Word Pairs in Tweet in G5:
[285] #bigdata,#analytics [189] #analytics,#datascience [170] #datascience,#ai [134] #iiot,#python [121] #iot,#iiot [93] #analytics,#ai [90] #python,#rstats [82] #python,#bigdata [76] #infographic,roadmap [76] roadmap,becoming Top Word Pairs in Tweet in G6:
[208] #bigdata,#analytics [199] #analytics,#datascience [182] #datascience,#ai [176] #machinelearning,#bigdata [148] #ai,#iot [128] #iot,#iiot [74] #iiot,#python [70] #coding,#100daysofcode [63] #reactjs,#cloudcomputing [63] #cloudcomputing,#datascientist Top Word Pairs in Tweet in G7:
[33] #blockchain,#web3 [28] #flux,committed [28] committed,innovating [28] innovating,pushing [28] pushing,boundaries [28] boundaries,possibilities [28] possibilities,#blockchain [28] #web3,space [27] runonflux,flux [27] runonflux,#flux Top Word Pairs in Tweet in G8:
[10] #5g,#cloudcomputing [8] #iiot,#5g [7] #iot,value [7] value,set [7] set,accelerate [7] accelerate,2030 [7] 2030,capture [7] capture,#iiot [7] #iot,#5g [6] globaliqx,#iot Top Word Pairs in Tweet in G9:
[42] #bigdata,#analytics [29] #analytics,#datascience [28] #datascience,#ai [27] #iot,#iiot [23] #iiot,#python [17] #python,#rstats [15] #ai,#iot [14] cloud,computing [13] #machinelearning,#bigdata [13] #analytics,#ai Top Word Pairs in Tweet in G10:
[12] business,value [12] value,generated [12] generated,adoption [12] adoption,cloud [12] cloud,enormous [12] enormous,mckinsey [12] mckinsey,believes [12] believes,capture [12] capture,value [4] antgrasso,#cloudcomputing Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G7:
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: