The graph represents a network of 2,235 Twitter users whose tweets in the requested range contained "tech4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 30 January 2022 at 19:41 UTC.
The requested start date was Saturday, 29 January 2022 at 01:01 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 8-day, 18-hour, 17-minute period from Thursday, 20 January 2022 at 05:38 UTC to Friday, 28 January 2022 at 23:56 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 : 2235
Unique Edges : 4905
Edges With Duplicates : 20302
Total Edges : 25207
Number of Edge Types : 5
Retweet : 5946
MentionsInRetweet : 13560
Mentions : 5288
Replies to : 137
Tweet : 276
Self-Loops : 1386
Reciprocated Vertex Pair Ratio : 0.0297080198903481
Reciprocated Edge Ratio : 0.0577018325903913
Connected Components : 179
Single-Vertex Connected Components : 93
Maximum Vertices in a Connected Component : 1803
Maximum Edges in a Connected Component : 24539
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.62275
Graph Density : 0.00161746768970096
Modularity : 0.219975
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 2,235 Twitter users whose tweets in the requested range contained "tech4good", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 30 January 2022 at 19:41 UTC.
The requested start date was Saturday, 29 January 2022 at 01:01 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 8-day, 18-hour, 17-minute period from Thursday, 20 January 2022 at 05:38 UTC to Friday, 28 January 2022 at 23:56 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 : tech4good
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:
[3293] #cx,#women [3293] #women,#ehealth [3009] #datascientist,#digital [3009] #digital,#cx [2994] #finserv,#fashiontech [2979] #ces2023,#finserv [2904] #fashiontech,#insurtech [2857] #ehealth,#data [2856] #data,#ces2023 [1919] chidambara09,#datascientist Top Word Pairs in Tweet in G1:
[3140] #cx,#women [3140] #women,#ehealth [2869] #datascientist,#digital [2869] #digital,#cx [2851] #finserv,#fashiontech [2835] #ces2023,#finserv [2766] #fashiontech,#insurtech [2718] #ehealth,#data [2717] #data,#ces2023 [1791] chidambara09,#datascientist Top Word Pairs in Tweet in G2:
[129] #neuroscience,#tech4good [106] #cx,#women [106] #women,#ehealth [100] #ces2023,#finserv [98] #finserv,#fashiontech [96] #ehealth,#data [96] #data,#ces2023 [95] #datascientist,#digital [95] #digital,#cx [94] #fashiontech,#insurtech Top Word Pairs in Tweet in G3:
[127] #iot,#5g [89] change,everything [86] #augmentedreality,#apple [86] #apple,#mixedreality [85] #ar,change [85] everything,apple [85] apple,#metaverse [85] #metaverse,#augmentedreality [85] #mixedreality,#innovation [84] fabriziobustama,#ar Top Word Pairs in Tweet in G4:
[152] #tech4good,competition [131] intense,rounds [131] rounds,battle [131] battle,we've [131] we've,made [131] made,final [131] final,round [131] round,#tech4good [131] competition,top [131] top,finalists Top Word Pairs in Tweet in G5:
[10] googleexpertuk,ecrnkath [10] ecrnkath,womenwholead2 [10] womenwholead2,davidahsleath [10] davidahsleath,mcrshield [10] mcrshield,mancrcstudents [10] mancrcstudents,streetsupportuk [10] streetsupportuk,gmcitizens [9] housingfirstuk,googleexpertuk [9] gmcitizens,the_lo [5] bulliescampaign,thepeopleshubuk Top Word Pairs in Tweet in G6:
[21] global,tech4good [12] tech4good,competition [9] huawei,tech4good [9] first,global [8] seeds,future [8] primera,competencia [8] competencia,global [7] team,thailand [6] งข,น [6] าแชมป,ระด Top Word Pairs in Tweet in G7:
[5] south,west [3] #techsoupconnect,western [3] jan,27 [3] 27,join [3] join,#techsoupconnect [3] #techsoupconnect,tech4good [3] tech4good,south [3] west,community [3] community,conversation [3] conversation,bringing Top Word Pairs in Tweet in G8:
[60] #sdgeneration,#esgcollective [44] #esgcollective,connectaid_int [44] #sdgmedia,#esgmedia [33] connectaid_int,#sdgmedia [29] #esgmedia,#news [14] check,#sdgeneration [14] wanderluster77,#icymi [14] #icymi,#sdgeneration [14] wanderluster77,wow [12] #news,#solidarity Top Word Pairs in Tweet in G9:
[44] concours,#tech4good [43] cérémonie,remise [43] remise,prix [43] prix,concours [16] catherine,chen [16] chen,vp [16] vp,directrice [16] directrice,conseil [15] lors,cérémonie [15] #tech4good,catherine Top Word Pairs in Tweet in G10:
[17] #tech4good,#tech4all [16] kirkdborne,#tech4good 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 G5:
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: