The graph represents a network of 2,699 Twitter users whose tweets in the requested range contained ""data science" OR #datascience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 31 July 2020 at 23:47 UTC.
The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 4-hour, 15-minute period from Wednesday, 29 July 2020 at 00:50 UTC to Thursday, 30 July 2020 at 05:05 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 : 2699
Unique Edges : 2540
Edges With Duplicates : 9319
Total Edges : 11859
Number of Edge Types : 5
MentionsInRetweet : 5298
Mentions : 1302
Retweet : 4059
Tweet : 1085
Replies to : 115
Self-Loops : 1147
Reciprocated Vertex Pair Ratio : 0.0144563167818982
Reciprocated Edge Ratio : 0.0285006195786865
Connected Components : 458
Single-Vertex Connected Components : 203
Maximum Vertices in a Connected Component : 1613
Maximum Edges in a Connected Component : 10374
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.038799
Graph Density : 0.000664936166402679
Modularity : 0.338046
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 2,699 Twitter users whose tweets in the requested range contained "%22data science%22 OR #datascience", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Friday, 31 July 2020 at 23:47 UTC.
The requested start date was Friday, 31 July 2020 at 00:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 5,000.
The tweets in the network were tweeted over the 1-day, 4-hour, 15-minute period from Wednesday, 29 July 2020 at 00:50 UTC to Thursday, 30 July 2020 at 05:05 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 : %22data science%22 OR #datascience
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:
[1022] data,science [768] #bigdata,#analytics [722] #analytics,#datascience [714] #iot,#iiot [599] #datascience,#ai [512] #ai,#machinelearning [506] #python,#rstats [343] #iiot,#python [321] #machinelearning,#iot [302] machine,learning Top Word Pairs in Tweet in G1:
[70] #ai,#machinelearning [63] #datascience,#ai [54] #analytics,#datascience [52] #iot,#iiot [51] data,science [51] #bigdata,#analytics [48] #machinelearning,#deeplearning [42] machine,learning [39] read,more [36] #datascience,#bigdata Top Word Pairs in Tweet in G2:
[695] #bigdata,#analytics [644] #analytics,#datascience [596] #iot,#iiot [471] #datascience,#ai [454] #python,#rstats [375] #ai,#machinelearning [313] #iiot,#python [288] #machinelearning,#iot [215] #iiot,#pytorch [211] #pytorch,#python Top Word Pairs in Tweet in G3:
[118] #bigdata,#datascience [79] #iiot,#iotpl [76] data,science [70] #datascience,#machinelearning [60] #iot,#iiot [58] #datascience,#ai [53] #machinelearning,#deeplearning [52] machine,learning [50] #ai,#machinelearning [49] #artificialintelligence,#ai Top Word Pairs in Tweet in G4:
[150] data,science [13] machine,learning [8] #datascience,#bigdata [7] #bigdata,#ai [6] first,steps [6] steps,data [6] science,project [5] python,data [5] #machinelearning,#datascience [5] data,scientists Top Word Pairs in Tweet in G5:
[45] data,science [40] work,data [40] ai,web [40] web,development [39] making,games [39] games,frontend [39] dthompsondev,learn [38] learn,python [38] python,work [38] science,ai Top Word Pairs in Tweet in G6:
[199] #datascience,#artificialintelligence [145] address,#datascience [143] challenges,address [82] #artificialintelligence,#datasci [77] major,#devops [77] #devops,challenges [67] mobile,app [66] major,devops [66] devops,challenges [59] app,security Top Word Pairs in Tweet in G7:
[56] #rstats,#datascience [10] started,tidymodels [10] tidymodels,#tidytuesday [10] #tidytuesday,palmer [10] palmer,penguins [8] program,co [7] getting,started [7] #rstats,#rstudio [6] create,publication [6] publication,ready Top Word Pairs in Tweet in G8:
[26] data,science [12] philosophy,data [10] need,invent [10] invent,philosophy [10] science,asap [10] asap,before [10] before,die [10] die,stupidity [9] kareem_carr,need [7] learnfromerror,kareem_carr Top Word Pairs in Tweet in G9:
[13] #transhumanism,#posthumanism [13] #posthumanism,#industry40 [13] #industry40,#internetofthings [13] #internetofthings,#wearables [11] data,science [11] #wearables,#artificialintelligence [10] #artificialintelligence,#machinelearning [9] #datascience,#machinelearning [7] #machinelearning,#deeplearning [6] #deeplearning,#bigdata Top Word Pairs in Tweet in G10:
[10] join,davorabbit [10] davorabbit,july [10] july,31 [10] 31,01 [10] 01,00 [10] 00,pm [10] pm,learn [10] learn,build [10] build,ai [10] ai,powered 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 G8:
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:
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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: