The graph represents a network of 1,339 Twitter users whose tweets in the requested range contained "datascientist", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 November 2019 at 19:13 UTC.
The requested start date was Monday, 11 November 2019 at 01:01 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 4-day, 11-hour, 42-minute period from Wednesday, 06 November 2019 at 13:17 UTC to Monday, 11 November 2019 at 01:00 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 : 1339
Unique Edges : 1743
Edges With Duplicates : 4096
Total Edges : 5839
Number of Edge Types : 3
Mentions : 5198
Tweet : 630
Replies to : 11
Self-Loops : 630
Reciprocated Vertex Pair Ratio : 0.0103842159916926
Reciprocated Edge Ratio : 0.0205549845837616
Connected Components : 185
Single-Vertex Connected Components : 94
Maximum Vertices in a Connected Component : 878
Maximum Edges in a Connected Component : 5251
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.323062
Graph Density : 0.00108619086371709
Modularity : 0.285768
NodeXL Version : 1.0.1.421
Data Import : The graph represents a network of 1,339 Twitter users whose tweets in the requested range contained "datascientist", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 14 November 2019 at 19:13 UTC.
The requested start date was Monday, 11 November 2019 at 01:01 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 4-day, 11-hour, 42-minute period from Wednesday, 06 November 2019 at 13:17 UTC to Monday, 11 November 2019 at 01:00 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 : datascientist
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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3735] #bigdata,#analytics [3230] #datascience,#ai [3079] #analytics,#datascience [2667] #ai,#machinelearning [1970] #iot,#iiot [1891] #machinelearning,#iot [860] #iiot,#pytorch [543] #pytorch,#python [462] #python,#rstats [369] machine,learning Top Word Pairs in Tweet in G1:
[1010] #bigdata,#analytics [885] #datascience,#ai [854] #analytics,#datascience [763] #ai,#machinelearning [606] #iot,#iiot [546] #machinelearning,#iot [292] #iiot,#pytorch [239] #python,#rstats [217] #pytorch,#python [169] #javascript,#reactjs Top Word Pairs in Tweet in G2:
[66] #datascience,#ai [65] #bigdata,#analytics [52] #analytics,#datascience [50] gt,gt [47] #bigdata,#datascientist [47] #ai,#machinelearning [45] decision,tree [45] #datascience,#bigdata [45] #datascientist,#bi [45] #bi,#smallbiz Top Word Pairs in Tweet in G3:
[615] #bigdata,#analytics [541] #datascience,#ai [516] #analytics,#datascience [450] #ai,#machinelearning [314] #machinelearning,#iot [311] #iot,#iiot [133] #iiot,#pytorch [71] #pytorch,#python [65] machine,learning [46] data,science Top Word Pairs in Tweet in G4:
[1916] #bigdata,#analytics [1632] #datascience,#ai [1554] #analytics,#datascience [1323] #ai,#machinelearning [949] #iot,#iiot [940] #machinelearning,#iot [394] #iiot,#pytorch [218] #pytorch,#python [171] #python,#rstats [150] machine,learning Top Word Pairs in Tweet in G5:
[41] ã,ã [25] à,à [17] data,scientist [10] ãƒ,ã [9] á,á [7] ãƒ,ム[6] #datascience,#datascientist [6] ã,ム[6] check,out [5] click,link Top Word Pairs in Tweet in G6:
[48] data,science [27] data,scientists [22] #bigdata,#analytics [17] #datascience,#ai [17] #analytics,#datascience [15] #iot,#iiot [13] data,scientist [13] #datascience,#datascientist [12] #ai,#machinelearning [10] #machinelearning,#iot Top Word Pairs in Tweet in G7:
[16] realsaintsteven,data [12] data,scientist [12] scientist,explain [12] explain,algorithm [12] algorithm,use [12] use,project [12] project,decision [12] decision,makers [12] makers,explaining [12] explaining,algorithms Top Word Pairs in Tweet in G8:
[3] microsoft,sciencespo [3] sciencespo,soizicpenicaud [3] soizicpenicaud,martintisne [3] martintisne,joelgombin [3] joelgombin,rombeaucher [3] rombeaucher,algorithmwatch [3] algorithmwatch,pa_chevalier [3] pa_chevalier,cellardloup [2] schignard,microsoft [2] cellardloup,pet Top Word Pairs in Tweet in G9:
[5] omnianalytics,_mn_o_ [5] _mn_o_,energicrypto [5] energicrypto,rapidsrpd [5] rapidsrpd,dapscoin [5] dapscoin,sinovatechain [5] sinovatechain,dashpay [5] dashpay,syscoin [5] syscoin,horizenglobal [5] horizenglobal,metrixcoin [4] xtdevcoin,omnianalytics Top Word Pairs in Tweet in G10:
[13] mep_unil,looking [13] looking,#datascientist [13] #datascientist,work [13] work,metabolomic [13] metabolomic,data [13] data,analyses [13] analyses,#metabolic [13] #metabolic,networks [12] julijivanisevic,mep_unil [12] networks,contribut Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G8:
Top Replied-To in G9:
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: