The graph represents a network of 14,189 Twitter users whose recent tweets contained "#innovation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 08 February 2023 at 10:06 UTC.
The tweets in the network were tweeted over the 2-day, 12-hour, 17-minute period from Sunday, 05 February 2023 at 19:46 UTC to Wednesday, 08 February 2023 at 08:03 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 : 14190
Unique Edges : 23644
Edges With Duplicates : 14716
Total Edges : 38360
Number of Edge Types : 5
Tweet : 6480
Retweet : 9867
MentionsInRetweet : 14712
Mentions : 6866
Replies to : 435
Self-Loops : 6966
Reciprocated Vertex Pair Ratio : 0.03313604354776
Reciprocated Edge Ratio : 0.064146525048089
Connected Components : 3735
Single-Vertex Connected Components : 2171
Maximum Vertices in a Connected Component : 5682
Maximum Edges in a Connected Component : 25708
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 5.27487
Graph Density : 0.000118773086040557
Modularity : 0.561996
NodeXL Version : 1.0.1.510
Data Import : The graph represents a network of 14,189 Twitter users whose recent tweets contained "#innovation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Wednesday, 08 February 2023 at 10:06 UTC.
The tweets in the network were tweeted over the 2-day, 12-hour, 17-minute period from Sunday, 05 February 2023 at 19:46 UTC to Wednesday, 08 February 2023 at 08:03 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 : #innovation
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[1321] #innovation,#technology [1196] #technology,#innovation [870] #tech,#innovation [841] #innovation,#tech [513] #ai,#artificialintelligence [477] #ai,#ml [456] #web3,#metaverse [408] #datascience,#bigdata [377] #innovation,#digital [375] #metaverse,#blockchain Top Word Pairs in Tweet in G1:
[132] #innovation,#technology [121] #technology,#innovation [78] #tech,#innovation [68] learn,more [45] stay,ahead [44] #innovation,#leadership [38] read,more [38] #ai,#innovation [33] #socialmedia,#innovation [33] #innovation,#management Top Word Pairs in Tweet in G2:
[791] #innovation,#technology [653] #innovation,#tech [590] #tech,#innovation [477] #technology,#innovation [417] #web3,#metaverse [406] #ai,#ml [361] #metaverse,#blockchain [349] #datascience,#bigdata [325] #iot,#analytics [313] #ai,#artificialintelligence Top Word Pairs in Tweet in G3:
[308] smart,investments [308] success,paved [308] #coinstec,#investment [308] rewards,calculated [308] growth,reap [308] next,big [308] thing,#coinstec [308] vision,growth [308] calculated,moves [308] financial,success Top Word Pairs in Tweet in G4:
[44] metaverse,experience [39] #leapwithinvozone,#leap23 [37] #technology,#innovation [36] #web3,#leapwithinvozone [31] saudi,arabia [26] #techindustry,#web3 [26] main,stage [23] #leap23,#innovation [23] #ksaevent,#techevent [22] #leap23,#saudiarabia Top Word Pairs in Tweet in G5:
[27] moteur,recherche [27] #tech,#innovation [16] #innovation,#technology [13] #bing,#chatgpt [12] fuité,quelques [12] energy,efficiency [12] #chatgpt,dévoilée [12] image,futurism [12] l'#ia,moteur [12] innover,l'évolution Top Word Pairs in Tweet in G6:
[64] #tech,#technology [64] #technology,#innovation [50] #technology,#technews [49] #innovation,#tech [48] quantum,computer [48] #innovation,#quantumcomputing [43] #innovation,#technology [33] dongshengnews,#innovation [33] line,china [33] chip,production Top Word Pairs in Tweet in G7:
[26] #technology,#innovation [19] #science,#technology [18] #innovation,#entrepreneurship [14] first,hydrogen [14] mobility,#reliance [14] flagged,pmoindia [14] pmoindia,sh [14] technology,heavy [14] #reliance,unveils [14] combustion,engine Top Word Pairs in Tweet in G8:
[42] #fintech,#innovation [21] financial,services [21] #innovation,#fintech [19] #innovation,#technology [19] #socialmedia,#digitale [16] lt,lt [16] gt,gt [15] digital,transformation [15] #digitale,#innovation [14] #innovation,#startup Top Word Pairs in Tweet in G9:
[71] #defi,#innovation [57] #chatgpt,#education [57] staying,relevant [57] #innovation,#chatgpt [57] relevant,chatgpt [57] #creativity,#innovation [57] suggestions,students [57] students,#creativity [57] few,suggestions [57] chatgpt,few Top Word Pairs in Tweet in G10:
[155] union,budget [155] visionary,inclusive [155] #india,#development [155] inclusive,#unionbudget2023 [155] another,forward [155] #indiabudget,#india2023 [155] aajtak,during [155] progressive,visionary [155] interaction,aajtak [155] #unionbudget2023,#budget Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
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 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: