The graph represents a network of 1,244 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, 31 January 2022 at 20:03 UTC.
The requested start date was Monday, 31 January 2022 at 01:01 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 3-day, 9-hour, 54-minute period from Thursday, 27 January 2022 at 15:06 UTC to Monday, 31 January 2022 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 : 1244
Unique Edges : 1383
Edges With Duplicates : 14848
Total Edges : 16231
Number of Edge Types : 5
Mentions : 1216
Retweet : 6313
MentionsInRetweet : 7786
Tweet : 883
Replies to : 33
Self-Loops : 1327
Reciprocated Vertex Pair Ratio : 0.00937255922936735
Reciprocated Edge Ratio : 0.0185710600980139
Connected Components : 97
Single-Vertex Connected Components : 56
Maximum Vertices in a Connected Component : 1050
Maximum Edges in a Connected Component : 15960
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 3.289242
Graph Density : 0.00250728840348395
Modularity : 0.148747
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,244 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, 31 January 2022 at 20:03 UTC.
The requested start date was Monday, 31 January 2022 at 01:01 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 3-day, 9-hour, 54-minute period from Thursday, 27 January 2022 at 15:06 UTC to Monday, 31 January 2022 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 : Betweenness Centrality
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2716] #bigdata,#analytics [2111] #analytics,#datascience [1679] #iot,#iiot [1622] #datascience,#ai [1249] #pytorch,#python [1144] #women,#ehealth [1138] #cx,#women [1062] #ai,#machinelearning [1045] #ces2023,#finserv [1037] #finserv,#fashiontech Top Word Pairs in Tweet in G1:
[1182] #bigdata,#analytics [996] #analytics,#datascience [690] #datascience,#ai [686] #iot,#iiot [585] #pytorch,#python [568] #machinelearning,#bigdata [476] check,article [476] article,cppsecrets [476] cppsecrets,#cppsecrets [476] #cppsecrets,#cppsecrets Top Word Pairs in Tweet in G2:
[722] #bigdata,#analytics [515] #analytics,#datascience [414] #datascience,#ai [413] #iot,#iiot [334] #pytorch,#python [309] #machinelearning,#bigdata [303] #analytics,#ai [266] #ai,#machinelearning [243] #iiot,#pytorch [234] #machinelearning,#iot Top Word Pairs in Tweet in G3:
[192] #bigdata,#analytics [103] ingliguori,#bigdata [102] #analytics,#datascience [101] #analytics,#ai [82] #datascience,#ai [65] #iot,#iiot [61] #ai,#pytorch [56] #pytorch,#python [46] #ai,#machinelearning [43] #iiot,#pytorch Top Word Pairs in Tweet in G4:
[382] #bigdata,#analytics [352] #analytics,#datascience [345] #iot,#iiot [303] #datascience,#ai [267] #ai,#machinelearning [260] #machinelearning,#iot [201] #iiot,#pytorch [196] #pytorch,#python [193] #python,#rstats [111] #iiot,#python Top Word Pairs in Tweet in G5:
[827] #women,#ehealth [822] #cx,#women [761] #ces2023,#finserv [758] #finserv,#fashiontech [742] #digital,#cx [730] #ehealth,#data [730] #data,#ces2023 [715] #fashiontech,#insurtech [679] #datascientist,#digital [392] chidambara09,#datascientist Top Word Pairs in Tweet in G6:
[15] data,scientist [7] #datascience,#datascientist [5] #datascientist,#datascience [5] consensus,line [5] line,move [5] move,2022 [5] 2022,01 [4] #datascientist,#dataanalyst [4] data,science [4] hiring,remotely Top Word Pairs in Tweet in G7:
[43] #bigdata,#analytics [36] #analytics,#datascience [34] #bigdata,#datascience [29] #datascience,#ai [27] #iot,#iiot [24] #pytorch,#python [22] #cx,#women [22] #women,#ehealth [21] #ces2023,#finserv [20] #digital,#cx Top Word Pairs in Tweet in G8:
[61] #bigdata,#analytics [50] #datascience,#ai [49] #analytics,#datascience [33] #datascientist,#bigdata [26] #python,#datascientist [23] #ai,#tensorflow [19] #machinelearning,#datascience [19] #datascience,#artificialintelligence [19] #artificialintelligence,#100daysofmlcode [18] #iot,#iiot Top Word Pairs in Tweet in G9:
[85] #iot,#iiot [74] #iiot,#azure [70] #python,#bigdata [66] #bigdata,#analytics [64] #azure,#pytorch [58] #analytics,#ai [57] #datascience,#iot [56] #ai,#datascience [50] #pytorch,#cython [29] #cython,#rstats Top Word Pairs in Tweet in G10:
[19] #art,#aiart [18] #machinelearning,#deeplearning [18] #datascientist,#cybersecurity [18] #cybersecurity,#computerengineering [18] #computerengineering,#iot [18] #iot,#ai [18] #ai,#computerscience [18] #computerscience,#hacking [18] #hacking,#hacker [18] #hacker,#pentest Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G5:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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: