The graph represents a network of 1,311 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 Saturday, 13 August 2022 at 18:33 UTC.
The requested start date was Saturday, 13 August 2022 at 00:01 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 13-day, 19-hour, 26-minute period from Saturday, 30 July 2022 at 04:34 UTC to Saturday, 13 August 2022 at 00:00 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 : 1311
Unique Edges : 1599
Edges With Duplicates : 3531
Total Edges : 5130
Number of Edge Types : 5
Tweet : 156
Retweet : 1217
MentionsInRetweet : 2428
Mentions : 1309
Replies to : 20
Self-Loops : 208
Reciprocated Vertex Pair Ratio : 0.0459952418715305
Reciprocated Edge Ratio : 0.087945413191812
Connected Components : 114
Single-Vertex Connected Components : 36
Maximum Vertices in a Connected Component : 881
Maximum Edges in a Connected Component : 4360
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.38918
Graph Density : 0.00153603391152957
Modularity : 0.38571
NodeXL Version : 1.0.1.502
Data Import : The graph represents a network of 1,311 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 Saturday, 13 August 2022 at 18:33 UTC.
The requested start date was Saturday, 13 August 2022 at 00:01 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 13-day, 19-hour, 26-minute period from Saturday, 30 July 2022 at 04:34 UTC to Saturday, 13 August 2022 at 00:00 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:
[155] #ai,#artificialintelligence [145] #ai,#5g [108] gave,kred [108] kred,#influence [107] #100daysofcode,#iot [106] gigadgets_,#ai [91] #5g,#iot [83] #machinelearning,#deeplearning [72] #iot,#iiot [72] eli_krumova,gave Top Word Pairs in Tweet in G1:
[125] #ai,#5g [106] gave,kred [106] kred,#influence [99] #100daysofcode,#iot [79] #machinelearning,#deeplearning [74] #5g,#iot [70] eli_krumova,gave [64] #iot,#iiot [63] #robotics,#100daysofcode [59] mcdonalds,robotic Top Word Pairs in Tweet in G2:
[15] chrisawatson_,womenwholead2 [15] ststista,#sri [15] #sri,#netzero [15] #netzero,#greentech [14] womenwholead2,themissnicolina [13] thepeopleshubuk,housingfirstuk [12] housingfirstuk,housingfirstire [12] #sdgs,#globalgoals [11] #esg,#greenenergy [11] mckinsey,#cleanenergy Top Word Pairs in Tweet in G3:
[26] globaliqx,#fintech [24] #fintech,#insurtech [21] #insurtech,#ai [20] 22,important [20] important,#insurance [20] #insurance,technology [20] technology,trends [20] trends,globaliqx [20] #ai,#tech4good [19] #tech4good,#ehealth Top Word Pairs in Tweet in G4:
[100] #ai,#artificialintelligence [75] gigadgets_,#ai [33] jet,suit [33] suit,game [33] game,changer [33] changer,future [33] future,military [33] military,operations [33] operations,gigadgets_ [31] ronald_vanloon,jet Top Word Pairs in Tweet in G5:
[14] #tech4good,#impinv [9] #esg,#tech4good [8] impact,investing [5] tune,impact [5] investing,tech [5] tech,podcast [5] podcast,askthelizzy [3] raising,5m [3] investing,listen [3] listen,watch Top Word Pairs in Tweet in G6:
[2] re,excited [2] delegates,asean [2] strong,growth [2] read,#tech4good [2] social,impact Top Word Pairs in Tweet in G7:
[22] fabriziobustama,olegmks [22] olegmks,captures [22] captures,amazing [22] amazing,view [22] view,earth [22] earth,spacex [22] spacex,crew [22] crew,dragon [22] dragon,docked [22] docked,space_station Top Word Pairs in Tweet in G8:
[10] êtes,startup [10] startup,française [10] française,innovante [10] innovante,domaines [10] domaines,#greentech [10] #greentech,#healthtech [10] #healthtech,#edutech [10] #edutech,#deeptech [9] hear,#iiot [9] #iiot,benefit Top Word Pairs in Tweet in G9:
[49] #ai,#ia [45] #ia,#designthinking [23] #designthinking,#infinitejourneys [14] #infinitejourneys,#servicedesign [14] mentalmarketer,ai [11] white,box [11] box,model [11] model,approach [11] approach,aims [11] aims,interpretable Top Word Pairs in Tweet in G10:
[19] news,happy [19] happy,announce [19] announce,signed [19] signed,contract [19] contract,press [19] press,book [19] book,volunteers [19] volunteers,valley [19] valley,vocational [18] kaareeenah,news Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G6:
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: