The graph represents a network of 3,614 Twitter users whose recent tweets contained "#OpenSource", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 8,000 tweets. The network was obtained from Twitter on Wednesday, 23 June 2021 at 13:42 UTC.
The tweets in the network were tweeted over the 1-day, 16-hour, 35-minute period from Monday, 21 June 2021 at 12:47 UTC to Wednesday, 23 June 2021 at 05:23 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 : 3614
Unique Edges : 8002
Edges With Duplicates : 6113
Total Edges : 14115
Number of Edge Types : 5
Retweet : 6475
Tweet : 1182
MentionsInRetweet : 4958
Mentions : 1241
Replies to : 259
Self-Loops : 1226
Reciprocated Vertex Pair Ratio : 0.0208796090626388
Reciprocated Edge Ratio : 0.040905134899913
Connected Components : 18
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 3563
Maximum Edges in a Connected Component : 14055
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 2.96046
Graph Density : 0.000703969601256975
Modularity : 0.450722
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 3,614 Twitter users whose recent tweets contained "#OpenSource", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 8,000 tweets. The network was obtained from Twitter on Wednesday, 23 June 2021 at 13:42 UTC.
The tweets in the network were tweeted over the 1-day, 16-hour, 35-minute period from Monday, 21 June 2021 at 12:47 UTC to Wednesday, 23 June 2021 at 05:23 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 : #OpenSource
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:
[900] open,source [569] #opensource,#programming [408] #100daysofcode,#devcommunity [384] #programming,#coding [307] #python,#opensource [287] #macos,#windows [283] #dart,#javascripts [283] #androiddev,#iosdev [283] #iosdev,#webdev [283] #webdev,#macos Top Word Pairs in Tweet in G1:
[358] open,source [92] #linux,#opensource [86] #opensource,#linux [59] #coding,#opensource [55] calculations,geeks [55] tummy,hooman [55] hooman,care [55] care,#selfwateringplant [55] #selfwateringplant,#arduino [55] #arduino,#raspberrypi Top Word Pairs in Tweet in G2:
[464] #opensource,#programming [372] #100daysofcode,#devcommunity [340] #programming,#coding [272] #python,#opensource [266] #macos,#windows [265] #dart,#javascripts [265] #androiddev,#iosdev [265] #iosdev,#webdev [265] #webdev,#macos [263] #javascripts,#java Top Word Pairs in Tweet in G3:
[80] open,source [47] #agile,#ai [47] #ai,#big [47] #big,data [47] data,#cloud [47] #cloud,#database [47] #database,#devops [47] #devops,#integration [47] #integration,#iot [47] #iot,#java Top Word Pairs in Tweet in G4:
[88] stable,release [83] rocky,#linux [83] alternative,rocky_linux [83] rocky_linux,#opensource [64] open,source [58] #linux,#opensource [55] green,obsidian [54] #linux,green [54] obsidian,stable [54] release,open Top Word Pairs in Tweet in G5:
[43] #opensource,#programming [40] #indiegamedev,#kamigen [40] #kamigen,#scifi [40] #scifi,#cyberpunk [40] #cyberpunk,#mystical [40] #mystical,#technology [40] #technology,#anime [40] #anime,#manga [40] #manga,#independentart [40] #independentart,#opensource Top Word Pairs in Tweet in G6:
[105] #master,actorvijay [105] #vijay,#flutter [105] #flutter,#javascript [105] #javascript,#opensource [105] #opensource,#100daysofcode [103] friends,#master [84] good,morning [84] morning,friends [71] actorvijay,#beast [71] #beast,#vijay Top Word Pairs in Tweet in G7:
[33] #posix,#womenwhocode [24] conste11ation,dag [22] xrp,ftm [22] ftm,uno [22] uno,zil [22] zil,icp [22] icp,xtz [21] #opensource,#bigdata [20] #web3,#edgecomputing [20] #edgecomputing,#iot Top Word Pairs in Tweet in G8:
[47] open,source [47] source,project [47] project,global [47] global,volunteer [47] volunteer,contributors [47] contributors,users [47] users,seeks [47] seeks,likeminded [47] likeminded,macos [47] macos,dev Top Word Pairs in Tweet in G9:
[30] #cryptoart,#cryptoartist [29] #creativecoding,#opensource [26] #processing,#creativecoding [23] #nft,#nftcollector [23] #nftcollector,#nftcollectors [23] #nftcollectors,#nftcommunity [23] #nftcommunity,#nftart [23] #nftart,#nftartist [23] #nftartist,#nftartists [23] #nftartists,#nftcollectibles Top Word Pairs in Tweet in G10:
[29] vulkanapi,driver [26] open,source [25] exciting,news [22] news,#panvk [22] #panvk,experimental [22] experimental,open [22] source,vulkanapi [22] driver,arm [22] arm,mali [22] mali,midgard 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 G4:
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:
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: