The graph represents a network of 3,371 Twitter users whose tweets in the requested range contained "datamining", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 04 October 2021 at 06:44 UTC.
The requested start date was Monday, 04 October 2021 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 13-day, 23-hour, 48-minute period from Monday, 20 September 2021 at 00:02 UTC to Sunday, 03 October 2021 at 23:50 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 : 3371
Unique Edges : 2043
Edges With Duplicates : 11062
Total Edges : 13105
Number of Edge Types : 5
Retweet : 4593
MentionsInRetweet : 5646
Tweet : 1792
Replies to : 368
Mentions : 706
Self-Loops : 1878
Reciprocated Vertex Pair Ratio : 0.0114503816793893
Reciprocated Edge Ratio : 0.0226415094339623
Connected Components : 570
Single-Vertex Connected Components : 281
Maximum Vertices in a Connected Component : 1375
Maximum Edges in a Connected Component : 9287
Maximum Geodesic Distance (Diameter) : 12
Average Geodesic Distance : 4.377442
Graph Density : 0.000396557476186746
Modularity : 0.326646
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 3,371 Twitter users whose tweets in the requested range contained "datamining", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 04 October 2021 at 06:44 UTC.
The requested start date was Monday, 04 October 2021 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 13-day, 23-hour, 48-minute period from Monday, 20 September 2021 at 00:02 UTC to Sunday, 03 October 2021 at 23:50 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 : datamining
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:
[640] #rstats,#reactjs [625] #reactjs,#iot [608] #bulk,#data [600] #iot,#iiot [496] #machinelearning,#ai [489] #rstats,#ai [471] #analytics,#machinelearning [466] #reactjs,#python [441] #selling,#bulk [430] #iiot,#ml Top Word Pairs in Tweet in G1:
[627] #rstats,#reactjs [612] #reactjs,#iot [601] #bulk,#data [583] #iot,#iiot [479] #machinelearning,#ai [445] #analytics,#machinelearning [440] #rstats,#ai [437] #selling,#bulk [420] #python,#rstats [419] #ai,#python Top Word Pairs in Tweet in G2:
[277] gop,information [277] information,hence [277] hence,'audits [277] 'audits,' [277] ',fall [277] fall,okie [277] okie,doke [277] doke,#datamining [276] donlew87,gop [7] more,targeted Top Word Pairs in Tweet in G3:
[37] biconadvisory,here's [35] data,entry [34] here's,#datascience [34] #datascience,lifecycle [34] lifecycle,#datascientist [34] #datascientist,#tech [34] #tech,#data [34] #data,#analytics [34] #analytics,#bigdata [34] #bigdata,#rstats Top Word Pairs in Tweet in G4:
[97] online,ebook [97] ebook,open [97] open,access [97] access,#machinelearning [97] #machinelearning,scratch [97] scratch,datasciencectrl [96] #bigdata,# [95] datasciencectrl,#bigdata [91] kirkdborne,online [66] kirkdborne,free Top Word Pairs in Tweet in G5:
[132] healthy,game [72] dear,#ffxiv [72] #ffxiv,friends [72] friends,dispel [72] dispel,worry [72] worry,expressed [72] expressed,seeing [72] seeing,working [71] ketsuki_wow,dear [69] gooldaro,datamining Top Word Pairs in Tweet in G6:
[137] المؤسسات,الصغيرة [136] شركة,تنمية [136] تنمية,نفط [136] نفط,عمان [134] مع,شركة [134] عمان,pdo_om [134] رفع,قدرات [134] قدرات,المؤسسات [113] الصغيرة,والمتوسطة [109] بالتعاون,مع Top Word Pairs in Tweet in G7:
[97] find,skyline [97] skyline,people [97] people,live [97] live,story [97] story,value [97] value,invisible [97] invisible,#datastorytelling [97] #datastorytelling,#data [97] #data,contain [97] contain,different Top Word Pairs in Tweet in G8:
[108] #rstats,#datascience [96] #datascience,#datamining [50] #datamining,#machinelearning [48] #machinelearning,#statistics [45] coder,rcoderweb [45] rcoderweb,#rstats [43] bloggers,rbloggers [35] rbloggers,#rstats [31] chord,diagram [31] diagram,circlize Top Word Pairs in Tweet in G9:
[14] #ai,necessary [14] necessary,intelligent [14] intelligent,enterprise [14] enterprise,requires [14] requires,holistic [14] holistic,approach [14] approach,#iot [13] globaliqx,#ai [12] #iot,#machinelea [10] #datamining,#fintech Top Word Pairs in Tweet in G10:
[76] 2nd,anniversary [76] anniversary,tour [74] kart_tour,news [62] news,datamining [45] datamining,special [45] special,pipe [45] pipe,pipe [45] pipe,week [45] week,2nd [45] tour,one 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 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: