The graph represents a network of 1,898 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, 14 March 2021 at 19:52 UTC.
The requested start date was Saturday, 13 March 2021 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 13-day, 14-hour, 0-minute period from Saturday, 27 February 2021 at 01:22 UTC to Friday, 12 March 2021 at 15:23 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 : 1898
Unique Edges : 2227
Edges With Duplicates : 4753
Total Edges : 6980
Number of Edge Types : 5
Mentions : 1741
Retweet : 1313
MentionsInRetweet : 3616
Replies to : 57
Tweet : 253
Self-Loops : 320
Reciprocated Vertex Pair Ratio : 0.0495915985997666
Reciprocated Edge Ratio : 0.09449694274597
Connected Components : 167
Single-Vertex Connected Components : 49
Maximum Vertices in a Connected Component : 1243
Maximum Edges in a Connected Component : 5723
Maximum Geodesic Distance (Diameter) : 14
Average Geodesic Distance : 4.652018
Graph Density : 0.000999303986717422
Modularity : 0.446126
NodeXL Version : 1.0.1.444
Data Import : The graph represents a network of 1,898 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, 14 March 2021 at 19:52 UTC.
The requested start date was Saturday, 13 March 2021 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 13-day, 14-hour, 0-minute period from Saturday, 27 February 2021 at 01:22 UTC to Friday, 12 March 2021 at 15:23 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 : 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:
[129] support,fight [129] fight,independent [129] independent,living [129] living,helping [129] helping,raise [129] raise,30k [129] 30k,deposit [129] deposit,home [129] home,building [129] building,adaptations Top Word Pairs in Tweet in G1:
[33] #tech4good,#innovation [31] #sustainability,#tech4good [28] watch,till [28] till,end [28] end,#sdgs [28] #sdgs,#sustainability [28] #innovation,#technology [28] #technology,#4ir [28] #4ir,#iot [28] #iot,cc Top Word Pairs in Tweet in G2:
[65] chrisawatson_,womenwholead2 [65] womenwholead2,themissnicolina [65] themissnicolina,debjshaw [56] housingfirstire,googleexpertuk [56] googleexpertuk,chrisawatson_ [53] googleexpertuk,womenwholead2 [53] drugfam,fabfunfood [49] debjshaw,theremarkablz [49] fabfunfood,zophilpott [49] zophilpott,adatheshow Top Word Pairs in Tweet in G3:
[127] support,fight [127] fight,independent [127] independent,living [127] living,helping [127] helping,raise [127] raise,30k [127] 30k,deposit [127] deposit,home [127] home,building [127] building,adaptations Top Word Pairs in Tweet in G4:
[45] learn,more [35] 10,wonderful [35] wonderful,examples [35] examples,using [35] using,#artificialintelligence [35] #artificialintelligence,ai [35] ai,good [35] good,bernardmarr [35] bernardmarr,forbes [35] forbes,learn Top Word Pairs in Tweet in G5:
[7] #ngos,#npos [7] #npos,#digitalngos [7] #digitalngos,#tech4good [7] #tech4good,#nptech [7] #womensafety,#womenempowerment [7] #care4her,#standupforwomen [6] #internationalwomensday,#womensday2021 [6] #womenempowerment,#care4her [6] #standupforwomen,#womensecurity [6] #myambar,app Top Word Pairs in Tweet in G6:
[45] markdalgleish,yes [45] yes,devx [45] devx,ux [45] ux,subset [45] subset,ux [45] ux,built [45] built,data [45] data,protocol [45] protocol,dx [45] dx,teach Top Word Pairs in Tweet in G7:
[12] #pwd,#disabilityinclusion [12] #tech4all,#tech4good [8] #accessibility,#inclusion [8] #inclusion,#pwd [8] #disabilityinclusion,#tech4all [5] #ngos,#npos [5] #npos,#digitalngos [5] #digitalngos,#tech4good [5] #tech4good,#nptech [5] #nptech,#productivity Top Word Pairs in Tweet in G8:
[11] disabled,people [10] people,fed [10] fed,solutions [10] solutions,being [10] being,retrofitted [10] retrofitted,let's [10] let's,wait [10] wait,until [10] until,lockdown [10] lockdown,ended Top Word Pairs in Tweet in G9:
[18] flashtweet,#coupdeflash [9] #coupdeflash,#humblebundle [9] #humblebundle,#gaming [9] #gaming,service [9] service,organisations [9] organisations,caritatives [9] 9ï,⃠[9] âƒ,ðÿœ [9] ðÿœ,#inspiration [9] #inspiration,epson_fr Top Word Pairs in Tweet in G10:
[15] #unitednations,#sustainabledevelopment [15] #sustainabledevelopment,goal [11] goal,focused [8] #sdgs,#globalgoals [8] #globalgoals,#tech4good [8] focused,applying [6] #tech4good,#decadeofaction [6] applying,#sustainability [6] today,tune [6] tune,live 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 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 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: