The graph represents a network of 1,171 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, 25 September 2021 at 18:26 UTC.
The requested start date was Saturday, 25 September 2021 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, 13-hour, 12-minute period from Saturday, 11 September 2021 at 01:26 UTC to Friday, 24 September 2021 at 14:39 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 : 1171
Unique Edges : 1062
Edges With Duplicates : 2308
Total Edges : 3370
Number of Edge Types : 5
Retweet : 810
MentionsInRetweet : 1423
Tweet : 279
Mentions : 829
Replies to : 29
Self-Loops : 295
Reciprocated Vertex Pair Ratio : 0.05
Reciprocated Edge Ratio : 0.0952380952380952
Connected Components : 162
Single-Vertex Connected Components : 57
Maximum Vertices in a Connected Component : 601
Maximum Edges in a Connected Component : 2302
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.123883
Graph Density : 0.00127219777091681
Modularity : 0.479087
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 1,171 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, 25 September 2021 at 18:26 UTC.
The requested start date was Saturday, 25 September 2021 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, 13-hour, 12-minute period from Saturday, 11 September 2021 at 01:26 UTC to Friday, 24 September 2021 at 14:39 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:
[55] #techcrunch,#technology [55] #technology,#disruptivetechnologies [55] #disruptivetechnologies,#techcrunchdisrupt2021 [51] #huaweiconnect,#trustintech [49] #unitednations,#sustainabledevelopment [49] #sustainabledevelopment,goal [48] goal,focused [47] huawei,connect [47] connect,2021 [47] automated,mining Top Word Pairs in Tweet in G1:
[55] #techcrunch,#technology [55] #technology,#disruptivetechnologies [55] #disruptivetechnologies,#techcrunchdisrupt2021 [48] #huaweiconnect,#trustintech [47] automated,mining [47] mining,earn [47] earn,hour [47] hour,access [47] access,link [47] link,#influencerpromotion Top Word Pairs in Tweet in G2:
[23] #ai,#machinelearning [18] #iot,#ai [15] #bigdata,#iot [14] explore,world [14] world,using [14] using,internet [14] internet,things [14] things,#iot [14] #machinelearning,#fintech [14] #fintech,#tech4good Top Word Pairs in Tweet in G3:
[9] chrisawatson_,womenwholead2 [9] womenwholead2,themissnicolina [7] housingfirstuk,housingfirstire [6] thepeopleshubuk,housingfirstuk [5] thepeopleshubun,thepeopleshubuk [5] housingfirstire,chrisawatson_ [5] themissnicolina,debjshaw [4] debjshaw,theremarkablz [4] googleexpertuk,thepeopleshubun [4] themissnicolina,debj Top Word Pairs in Tweet in G4:
[18] tech,good [14] walk,talk [10] #salesforce,#dreamforce [10] #dreamforce,#startup [10] #startup,#startups [10] #startups,#ai [10] #ai,#socialmedia [10] #socialmedia,#futureofwork [10] #futureofwork,#hrtech [10] #hrtech,#cx Top Word Pairs in Tweet in G5:
[12] over,last [12] last,three [12] three,years [12] years,accenture [12] accenture,better [12] better,india [12] india,recognised [12] recognised,changemakers [12] changemakers,use [12] use,technology Top Word Pairs in Tweet in G6:
[14] directory,site [10] eric,budde [10] budde,squishbot [10] squishbot,live [10] live,#inaturalist [10] #inaturalist,app [10] app,anyone [10] anyone,logs [10] logs,invasive [10] invasive,#spottedlanternfly Top Word Pairs in Tweet in G7:
[11] #teamgaruda's,garuda_gia [11] garuda_gia,full [11] full,swing [11] swing,agricultural [11] agricultural,work [11] work,erode [11] erode,spray [11] spray,pest [11] pest,directly [11] directly,economically Top Word Pairs in Tweet in G8:
[3] leveraging,#technology [3] #technology,mobilize [3] mobilize,individual [3] individual,action [3] action,toward [3] toward,sustainable [3] sustainable,development [3] development,goals [3] goals,#sdgs [3] #sdgs,#unga Top Word Pairs in Tweet in G9:
[5] #welcomeapp,live [5] live,#london [5] #london,westminstercity [5] westminstercity,thank [5] thank,natwestgroup [5] natwestgroup,londoncosmeticd [5] londoncosmeticd,atos [5] atos,rnib [5] rnib,couttsandco [4] welcome,comes Top Word Pairs in Tweet in G10:
[16] hot,tech [16] tech,team [16] team,looking [16] looking,fill [16] fill,three [16] three,vital [16] vital,roles [16] roles,product [16] product,development [16] development,manager Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
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 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: