The graph represents a network of 2,779 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, 07 October 2022 at 23:15 UTC.
The requested start date was Friday, 07 October 2022 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, 1-hour, 37-minute period from Tuesday, 04 October 2022 at 01:17 UTC to Thursday, 06 October 2022 at 02:55 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 : 2779
Unique Edges : 1986
Edges With Duplicates : 14775
Total Edges : 16761
Number of Edge Types : 5
Retweet : 6520
MentionsInRetweet : 7567
Tweet : 1618
Mentions : 951
Replies to : 105
Self-Loops : 1750
Reciprocated Vertex Pair Ratio : 0.00592812152649129
Reciprocated Edge Ratio : 0.0117863720073665
Connected Components : 358
Single-Vertex Connected Components : 136
Maximum Vertices in a Connected Component : 1924
Maximum Edges in a Connected Component : 15507
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 4.372307
Graph Density : 0.00070336222688367
Modularity : 0.263163
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,779 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, 07 October 2022 at 23:15 UTC.
The requested start date was Friday, 07 October 2022 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, 1-hour, 37-minute period from Tuesday, 04 October 2022 at 01:17 UTC to Thursday, 06 October 2022 at 02:55 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:
[1362] #bigdata,#analytics [1278] data,science [892] #iot,#iiot [869] #datascience,#ai [841] #ai,#machinelearning [838] #analytics,#datascience [797] #machinelearning,#datascience [519] #python,#rstats [502] #machinelearning,#iot [481] #analytics,#ai Top Word Pairs in Tweet in G1:
[999] #bigdata,#analytics [615] #machinelearning,#datascience [603] #iot,#iiot [597] #analytics,#datascience [590] #datascience,#ai [475] #ai,#machinelearning [398] #analytics,#ai [393] #datascience,#neuralnetworks [369] #cybersecurity,#bigdata [336] #python,#rstats Top Word Pairs in Tweet in G2:
[223] data,science [209] #youtube,#hindimedia [209] #hindimedia,#channels [209] october,2022 [209] 2022,#ratingology [209] #ratingology,#mediastats [208] #iot,#iiot [204] #bigdata,#analytics [193] ratingology,#youtube [191] #ai,#machinelearning Top Word Pairs in Tweet in G3:
[122] #ai,#machinelearning [119] #bigdata,#analytics [107] #machinelearning,#datascience [90] #datascience,#ai [80] #ai,#ml [62] #iot,#iiot [60] #analytics,#datascience [58] data,science [49] #analytics,#ai [44] #ml,#datascience Top Word Pairs in Tweet in G4:
[104] data,science [11] #datascience,#ai [9] #ai,#machinelearning [7] #data,science [7] sfl,scientific [7] machine,learning [6] deloitte,acquires [6] acquires,sfl [6] scientific,extend [6] extend,ai Top Word Pairs in Tweet in G5:
[139] data,science [61] uber,launching [61] launching,month [61] month,data [61] science,apprenticeship [61] apprenticeship,program [61] program,hands [61] hands,training [61] training,work [60] teneikaask_you,uber Top Word Pairs in Tweet in G6:
[73] freecodecamp,best [73] best,online [73] online,course [73] course,platform [73] platform,start [73] start,coding [73] coding,python [73] python,best [73] best,part [73] part,everything Top Word Pairs in Tweet in G7:
[93] python,data [68] data,science [47] learn,more [46] hello,matt [46] matt,python [46] science,author [46] author,trainer [46] trainer,follow [46] follow,learn [46] more,python Top Word Pairs in Tweet in G8:
[18] data,science [7] savetonotion,#thread [7] #thread,#datascience [6] #bigdata,#analytics [6] six,months [5] #300daysofcode,#datascience [5] #datascience,#dataanalytics [5] #ai,#datascience [4] #codenewbie,#womenwhocode [4] #womenwhocode,#programming Top Word Pairs in Tweet in G9:
[50] united,states [48] states,apply [43] #datascience,#analytics [36] #ml,#bigdata [34] apply,#datascience [34] #analytics,#programming [34] #programming,#python [34] #python,#sql [34] #sql,#ml [22] data,science Top Word Pairs in Tweet in G10:
[9] #javascript,#css [9] #css,#java [9] #science,journals [7] journals,#onlineclasses [5] hire,professionals [5] professionals,ace [5] ace,assignments [5] assignments,#javascript [5] #java,#coderedforhumanity [5] #coderedforhumanity,#science Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G3:
Top Replied-To in G7:
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:
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: