The graph represents a network of 1,975 Twitter users whose recent tweets contained "#DataScience", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Wednesday, 27 October 2021 at 14:56 UTC.
The tweets in the network were tweeted over the 7-hour, 7-minute period from Wednesday, 27 October 2021 at 07:24 UTC to Wednesday, 27 October 2021 at 14:31 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 : 1975
Unique Edges : 5428
Edges With Duplicates : 4781
Total Edges : 10209
Number of Edge Types : 5
Retweet : 4019
MentionsInRetweet : 3886
Mentions : 1304
Tweet : 977
Replies to : 23
Self-Loops : 1071
Reciprocated Vertex Pair Ratio : 0.0150943396226415
Reciprocated Edge Ratio : 0.0297397769516729
Connected Components : 237
Single-Vertex Connected Components : 125
Maximum Vertices in a Connected Component : 1440
Maximum Edges in a Connected Component : 9540
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.782464
Graph Density : 0.00158695958857553
Modularity : 0.404311
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,975 Twitter users whose recent tweets contained "#DataScience", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 5,000 tweets. The network was obtained from Twitter on Wednesday, 27 October 2021 at 14:56 UTC.
The tweets in the network were tweeted over the 7-hour, 7-minute period from Wednesday, 27 October 2021 at 07:24 UTC to Wednesday, 27 October 2021 at 14:31 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 : TwitterSearch
Graph Term : #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:
[861] #python,#datascience [630] #datascience,#ai [623] #ai,#datascience [618] #bot,#coding [603] #datascience,#bigdata [596] #datascience,#machinelearning [560] #bigdata,#deeplearning [532] need,job [524] job,sign [519] #deeplearning,#iot Top Word Pairs in Tweet in G1:
[727] #python,#datascience [534] #bot,#coding [460] #bigdata,#deeplearning [456] #datascience,#ai [450] need,job [444] job,sign [440] #deeplearning,#iot [431] #datascience,#machinelearning [404] #datascience,#bigdata [404] #coding,#nodejs Top Word Pairs in Tweet in G2:
[151] #ai,#datascience [100] #100daysofcode,#javascript [88] betamoroney,enilev [88] enilev,evasmartai [87] #bigdata,#100daysofcode [86] #datascience,#finserv [86] #javascript,#frenchtech [86] #frenchtech,#flutter [86] #linux,#insurtech [86] #usa,#womenwhocode Top Word Pairs in Tweet in G3:
[85] #bigdata,#datascience [78] #machinelearning,#ai [74] #bigdata,#machinelearning [71] #datascience,#bigdata [70] #ml,#mi [66] #bigdata,#deeplearning [65] #ai,#bigdata [65] #machinelearning,#artificialintelligence [63] #artificialintelligence,#ml [61] #datascience,#robotics Top Word Pairs in Tweet in G4:
[23] data,science [10] machine,learning [9] #datascience,#machinelearning [8] #datascience,#intoainews [7] big,data [7] #datascience,#dataanalytics [6] #data,#datascience [6] #ai,#datascience [6] gt,gt [5] data,analytics Top Word Pairs in Tweet in G5:
[76] #rstats,#datascience [14] ggdogs,geom [14] geom,always [14] always,wished [14] wished,adding [14] adding,dogs [14] dogs,ggplot2 [14] ggplot2,coder [14] coder,rcoderweb [14] rcoderweb,#rstats Top Word Pairs in Tweet in G6:
[43] #machinelearning,#datascience [41] #datascience,#bigdata [39] #bigdata,#ai [39] #ai,#learning [39] #learning,#elearning [39] #elearning,#ad [29] machine,learning [27] data,science [12] nih,award [11] advancing,#datascience Top Word Pairs in Tweet in G7:
[23] #ai,#machinelearning [21] antgrasso,lindagrass0 [13] link,gt [13] #datascience,#ai [13] #datascience,#data [12] #datascience,#deeplearning [11] #deeplearning,#python [11] #datascience,#bigdata [10] embedding,ai [10] ai,enterprise Top Word Pairs in Tweet in G8:
[49] machine,learning [40] #datascience,#machinelearning [28] #machinelearning,#datascience [25] #datascience,#python [19] #datascience,#ds [17] #analytics,#datascience [16] data,science [16] #programming,#datascience [15] #machinelearning,#artificialintelligence [15] #datascience,#datascience Top Word Pairs in Tweet in G9:
[28] #machinelearning,#datascience [25] #openscience,#datascience [23] #codata,#fairdata [23] #fairdata,#openscience [21] #datascience,#opendata [19] #ai,#machinelearning [18] today,#scidatacon21 [18] details,register [18] register,session [18] session,#codata Top Word Pairs in Tweet in G10:
[7] tutorial,automatically [7] automatically,#ocr [7] #ocr,receipts [7] receipts,scans [7] scans,ocr [7] ocr,receipts [7] receipts,#python [7] #python,learn [7] learn,apply [7] apply,perspective 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 G7:
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: