The graph represents a network of 2,764 Twitter users whose recent tweets contained "#OpenInnovation", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 10/11/2023 10:32:44 AM. The network was obtained from Twitter on Wednesday, 11 October 2023 at 18:34 UTC.
The tweets in the network were tweeted over the 911-day, 3-hour, 11-minute period from Tuesday, 13 April 2021 at 13:21 UTC to Wednesday, 11 October 2023 at 16:32 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
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 : 2764
Unique Edges : 2393
Edges With Duplicates : 3988
Total Edges : 6381
Number of Edge Types : 8
Mentions : 3444
Tweet : 2009
Retweet : 72
MentionsInReplyTo : 138
Quote : 187
MentionsInQuote : 295
Replies to : 186
MentionsInRetweet : 50
Self-Loops : 2311
Reciprocated Vertex Pair Ratio : 0.0276266220175806
Reciprocated Edge Ratio : 0.0537678207739308
Connected Components : 723
Single-Vertex Connected Components : 463
Maximum Vertices in a Connected Component : 1234
Maximum Edges in a Connected Component : 3205
Maximum Geodesic Distance (Diameter) : 24
Average Geodesic Distance : 8.010447
Graph Density : 0.000321464169119222
Modularity : 0.412607
NodeXL Version : 1.0.1.523
Data Import : The graph represents a network of 2,764 Twitter users whose recent tweets contained "#OpenInnovation", or who were replied to, mentioned, retweeted or quoted in those tweets, taken from a data set limited to a maximum of 20,000 tweets, tweeted between 1/1/2023 12:00:00 AM and 10/11/2023 10:32:44 AM. The network was obtained from Twitter on Wednesday, 11 October 2023 at 18:34 UTC.
The tweets in the network were tweeted over the 911-day, 3-hour, 11-minute period from Tuesday, 13 April 2021 at 13:21 UTC to Wednesday, 11 October 2023 at 16:32 UTC.
There is an edge for each "replies-to" relationship in a tweet, an edge for each "mentions" relationship in a tweet, an edge for each "retweet" relationship in a tweet, an edge for each "quote" relationship in a tweet, an edge for each "mention in retweet" relationship in a tweet, an edge for each "mention in reply-to" relationship in a tweet, an edge for each "mention in quote" relationship in a tweet, an edge for each "mention in quote reply-to" relationship in a tweet, and a self-loop edge for each tweet that is not from above.
Layout Algorithm : The graph was laid out using the Harel-Koren Fast Multiscale layout algorithm.
Graph Source : TwitterSearch3
Graph Term : #OpenInnovation
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:
[905] #openinnovation,#innovation [400] #opportunity,#reward [376] open,innovation [364] #reward,#openinnovation [323] #lineaflesh,#opportunity [239] #innovation,#geoplast [228] geoplast,#openinnovation [216] #innovation,#openinnovation [174] eur,innovating [113] 200,eur Top Word Pairs in Tweet in G1:
[134] open,innovation [69] #innovation,#openinnovation [29] #entrepreneur,#innovation [27] #openinnovation,#innovation [27] #patientadvocacy,#openinnovation [27] #openinnovation,#ecosystem [26] learn,more [21] #stakeholdercapitalism,#patientadvocacy [19] #estudiantes,#oracleacadmy [19] participar,iconn Top Word Pairs in Tweet in G2:
[20] #startup,#openinnovation [20] cc,aonetti [19] open,innovation [14] economyup,mindthebridge [13] venture,capital [11] #mtbcss,aonetti [11] aonetti,#openworld [9] 5pm,cet [9] #openinnovation,#startups [9] aonetti,#mtbcss Top Word Pairs in Tweet in G3:
[14] dai,luoghi [13] open,innovation [13] luoghi,comuni [8] jazz,inn [7] inn,2023 [7] case,giver [5] prima,tappa [5] lontano,dai [5] #innovazione,#openinnovation [5] fare,#openinnovation Top Word Pairs in Tweet in G4:
[97] #innovation,#openinnovation [51] #data,#opendata [46] #openinnovation,#management [40] worldscientific,#innovation [26] #openinnovation,#data [20] #digitalisation,#data [19] #digitaltransformation,#digitalisation [18] #digitalisation,#tech [17] #openinnovation,#digitalisation [17] #innovation,#management Top Word Pairs in Tweet in G5:
[48] programme,#openinnovation [26] #openinnovation,groupelaposte [23] x,technologie [22] impact,x [20] groupelaposte,docapost [20] #frenchiot,impact [19] promo,2023 [14] #impact,x [14] #frenchiot,programme [13] x,#technologie Top Word Pairs in Tweet in G6:
[31] #openinnovation,#competitions [31] #innovationplatform,#openinnovation [31] #innovationchallenge,#hackathons [29] #hackathons,#techsolutions [29] #techsolutions,#untap [28] #competitions,#innovationchallenge [26] #untap,#crowdsourcing [25] #crowdsourcing,#cocreation [21] innov,101 [19] #cocreation,#digitaltransformation Top Word Pairs in Tweet in G7:
[32] open,innovation [19] #openinnovation,challenges [19] business,practice [15] #technology,#iot [15] #engineering,#openinnovation [15] #innovation,#engineering [13] ideas,solutions [13] diversity,individuals [13] source,ideas [13] organizations,drive Top Word Pairs in Tweet in G8:
[33] open,innovation [6] ipsos,insead [6] innovation,projects [5] co,create [5] #innovation,uniturku [5] become,essential [5] value,become [5] create,value [5] external,entities [5] innovation,practice Top Word Pairs in Tweet in G9:
[9] #openinnovation,contest [7] #telespazio,leonardo_live [5] contest,#telespazio [5] #ttec,#openinnovation [4] time,innovate [4] innovate,5th [4] open,innovation [4] 5th,edition [4] #oikbw2023,märz [4] edition,#ttec Top Word Pairs in Tweet in G10:
[8] dimensione,#pmi [8] ricerca,pubblica [8] #imprese,#ricerca [8] 31,maggio [7] cnrsocial_,eneaofficial [7] #openinnovation,#pmi [7] #ricerca,#openinnovation [7] #ricerca,pubblica [6] progetto,matching [6] l'#openinnovation,dimensione Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Replied-To in G6:
Top Replied-To in G9:
Top Replied-To in G10:
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: