The graph represents a network of 1,689 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, 12 December 2020 at 19:53 UTC.
The requested start date was Saturday, 12 December 2020 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, 12-hour, 59-minute period from Saturday, 28 November 2020 at 03:20 UTC to Friday, 11 December 2020 at 16:19 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 : 1689
Unique Edges : 1472
Edges With Duplicates : 2691
Total Edges : 4163
Number of Edge Types : 5
Mentions : 1164
MentionsInRetweet : 1527
Retweet : 976
Tweet : 380
Replies to : 116
Self-Loops : 399
Reciprocated Vertex Pair Ratio : 0.0595405532114393
Reciprocated Edge Ratio : 0.112389380530973
Connected Components : 222
Single-Vertex Connected Components : 77
Maximum Vertices in a Connected Component : 877
Maximum Edges in a Connected Component : 2855
Maximum Geodesic Distance (Diameter) : 18
Average Geodesic Distance : 8.066625
Graph Density : 0.000792695416957789
Modularity : 0.51393
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 1,689 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, 12 December 2020 at 19:53 UTC.
The requested start date was Saturday, 12 December 2020 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, 12-hour, 59-minute period from Saturday, 28 November 2020 at 03:20 UTC to Friday, 11 December 2020 at 16:19 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:
[179] hey,spécialistes [179] spécialistes,#numérique [179] #numérique,#ethique [179] #ethique,voit [176] voit,'e [173] 'e,entend [169] entend,alors [164] alors,#chartes [157] #chartes,#ethiques [135] #ethiques,#europe Top Word Pairs in Tweet in G1:
[179] hey,spécialistes [179] spécialistes,#numérique [179] #numérique,#ethique [179] #ethique,voit [176] voit,'e [173] 'e,entend [169] entend,alors [164] alors,#chartes [157] #chartes,#ethiques [135] #ethiques,#europe Top Word Pairs in Tweet in G2:
[27] #ai,#artificialintelligence [26] artificial,intelligence [26] intelligence,guided [26] guided,shark [26] shark,detection [26] detection,drones [26] drones,next [26] next,step [26] step,beach [26] beach,safety Top Word Pairs in Tweet in G3:
[12] #inspire,#makeadifference [12] #makeadifference,#volunteer4good [12] #volunteer4good,#bethechange [12] #bethechange,#skillsforgood [12] #csr,#sdgs [12] #sdgs,#tech4good [12] #tech4good,#socialgood [12] #socialgood,#socialimpact [12] #socialimpact,#ngos [11] #skillsforgood,#volunteering Top Word Pairs in Tweet in G4:
[72] #tech4good,#tech4all [61] #tech4all,#ruhglobal [60] #trustintech,#tech4good [45] #tech4all,#tech4good [44] #ruhglobal,#disabilityinclusion [32] #trustintech,summit [30] #disabilityinclusion,#digitaltransformation [28] #digitaltransformation,#digitalinclusion [25] huawei,huaweiusa [23] #accessibility,#disabilityinclusion Top Word Pairs in Tweet in G5:
[44] tech,good [44] export,programme [39] good,export [36] selected,onto [26] weâ,ve [26] ve,selected [24] onto,tech [24] programme,run [24] run,tradegovuk_sw [21] great,news Top Word Pairs in Tweet in G6:
[8] virtual,volunteering [5] apps,address [5] #nptech,#tech4good [5] return,netsquared [5] netsquared,central [5] central,#florida [5] #florida,join [5] join,part [5] part,#tech4good [5] #tech4good,workshops Top Word Pairs in Tweet in G7:
[33] #unitednations,#sustainabledevelopment [33] #sustainabledevelopment,goal [25] #globalgoals,#tech4good [22] goal,focused [21] jan,12th [21] 12th,partnership [21] partnership,microbit_edu [21] microbit_edu,launching [21] launching,dreamspace [21] dreamspace,tv Top Word Pairs in Tweet in G8:
[10] disabled,people [9] #railtravel,improved [9] improved,disabled [9] people,covid [9] covid,19 [9] 19,world [9] world,#tech4good [9] #tech4good,#welcomeapp [9] #welcomeapp,part [8] neatebox,#railtravel Top Word Pairs in Tweet in G9:
[8] racist,algorithms [8] algorithms,very [8] very,important [8] important,issue [8] issue,eliminate [8] eliminate,#ai [8] #ai,#ki [8] #ki,#algorithms [8] #algorithms,#bias [8] #bias,#racism Top Word Pairs in Tweet in G10:
[46] sustainability,become [46] become,deciding [46] deciding,factor [46] factor,comes [46] comes,purchasing [46] purchasing,#technology [46] #technology,here's [46] here's,moving [46] moving,#cloud [25] #cloud,greener Top Replied-To in Entire Graph:
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Top Mentioned in Entire Graph:
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Top Tweeters in Entire Graph:
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