The graph represents a network of 1,169 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 Monday, 01 November 2021 at 18:57 UTC.
The requested start date was Monday, 01 November 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 2-day, 20-hour, 10-minute period from Friday, 29 October 2021 at 03:49 UTC to Monday, 01 November 2021 at 00:00 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 : 1169
Unique Edges : 612
Edges With Duplicates : 14410
Total Edges : 15022
Number of Edge Types : 5
Retweet : 6722
MentionsInRetweet : 7112
Tweet : 854
Mentions : 320
Replies to : 14
Self-Loops : 931
Reciprocated Vertex Pair Ratio : 0.0121485595279417
Reciprocated Edge Ratio : 0.0240054869684499
Connected Components : 78
Single-Vertex Connected Components : 43
Maximum Vertices in a Connected Component : 1023
Maximum Edges in a Connected Component : 14813
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 3.547715
Graph Density : 0.00213565042127096
Modularity : 0.127458
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,169 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 Monday, 01 November 2021 at 18:57 UTC.
The requested start date was Monday, 01 November 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 2-day, 20-hour, 10-minute period from Friday, 29 October 2021 at 03:49 UTC to Monday, 01 November 2021 at 00:00 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[4349] #bigdata,#analytics [3862] #analytics,#datascience [3513] #iot,#iiot [3022] #datascience,#ai [2554] #pytorch,#python [2084] #python,#rstats [2013] #machinelearning,#bigdata [1931] #ai,#machinelearning [1709] #machinelearning,#iot [1602] #iiot,#pytorch Top Word Pairs in Tweet in G1:
[2603] #bigdata,#analytics [2286] #analytics,#datascience [2051] #iot,#iiot [1829] #datascience,#ai [1604] #pytorch,#python [1397] #machinelearning,#bigdata [1152] #python,#rstats [1089] #ai,#machinelearning [972] #machinelearning,#iot [895] #bigdata,#datascience Top Word Pairs in Tweet in G2:
[492] #bigdata,#analytics [470] #iot,#iiot [469] #analytics,#datascience [338] #python,#rstats [324] #datascience,#ai [296] #iiot,#pytorch [290] #ai,#machinelearning [289] #pytorch,#python [283] #machinelearning,#iot [153] #rstats,#tensorflow Top Word Pairs in Tweet in G3:
[142] #bigdata,#analytics [131] #analytics,#datascience [117] #iot,#iiot [100] #datascience,#ai [81] #ai,#machinelearning [70] #pytorch,#python [66] #machinelearning,#iot [65] #python,#rstats [58] #iiot,#pytorch [34] #iiot,#python Top Word Pairs in Tweet in G4:
[239] #bigdata,#analytics [210] #analytics,#datascience [175] #iot,#iiot [158] #datascience,#ai [128] #pytorch,#python [105] #python,#tensorflow [87] #ai,#machinelearning [85] #python,#rstats [83] #books,#ebooks [82] #iiot,#pytorch Top Word Pairs in Tweet in G5:
[129] #bigdata,#analytics [102] #analytics,#datascience [96] #iot,#iiot [76] #datascience,#ai [76] #pytorch,#python [62] #ai,#machinelearning [53] #iiot,#pytorch [52] #python,#rstats [40] #ai,#iot [38] #machinelearning,#bigdata Top Word Pairs in Tweet in G6:
[132] check,article [132] article,cppsecrets [132] cppsecrets,#cppsecrets [94] #pytorch,#python [90] #machinelearning,#bigdata [77] #bigdata,#datascience [76] #dataanalytics,#machinelearning [75] #datascience,#pytorch [74] #bigdata,#analytics [73] #100daysofcode,#dataanalytics Top Word Pairs in Tweet in G7:
[138] #bigdata,#analytics [129] #analytics,#datascience [115] #iot,#iiot [103] #datascience,#ai [78] #ai,#machinelearning [77] #pytorch,#python [73] #machinelearning,#iot [62] #machinelearning,#bigdata [46] #iiot,#pytorch [43] #python,#rstats Top Word Pairs in Tweet in G8:
[243] #machinelearning,#bigdata [242] #bigdata,#analytics [210] #analytics,#datascience [188] #datascience,#ai [176] #iot,#iiot [138] #ai,#iot [133] #python,#rstats [122] #iiot,#python [114] #rstats,#tensorflow [110] #tensorflow,#java Top Word Pairs in Tweet in G9:
[10] #ai,#ml [9] #edtech,training [9] #fintech,#datascientist [9] #datascientist,#stem [9] #stem,#marketing [9] #marketing,#cx [9] #cx,#finserv [9] mofficialbillah,check [9] check,gig [9] gig,fiverr Top Word Pairs in Tweet in G10:
[229] #bigdata,#analytics [201] #analytics,#datascience [194] #iot,#iiot [145] #pytorch,#python [144] #python,#rstats [138] #datascience,#ai [115] #iiot,#pytorch [107] #ai,#machinelearning [96] #rstats,#tensorflow [93] #machinelearning,#iot Top Replied-To in Entire Graph:
Top Replied-To in G1:
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: