The graph represents a network of 2,089 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, 17 September 2022 at 18:32 UTC.
The requested start date was Saturday, 17 September 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, 15-hour, 51-minute period from Saturday, 03 September 2022 at 06:52 UTC to Friday, 16 September 2022 at 22:43 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 : 2089
Unique Edges : 2203
Edges With Duplicates : 4985
Total Edges : 7188
Number of Edge Types : 5
Retweet : 2021
MentionsInRetweet : 3899
Mentions : 1104
Replies to : 25
Tweet : 139
Self-Loops : 216
Reciprocated Vertex Pair Ratio : 0.021603331598126
Reciprocated Edge Ratio : 0.0422929936305732
Connected Components : 142
Single-Vertex Connected Components : 53
Maximum Vertices in a Connected Component : 1624
Maximum Edges in a Connected Component : 6437
Maximum Geodesic Distance (Diameter) : 13
Average Geodesic Distance : 3.559494
Graph Density : 0.000899851255160676
Modularity : 0.451212
NodeXL Version : 1.0.1.504
Data Import : The graph represents a network of 2,089 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, 17 September 2022 at 18:32 UTC.
The requested start date was Saturday, 17 September 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, 15-hour, 51-minute period from Saturday, 03 September 2022 at 06:52 UTC to Friday, 16 September 2022 at 22:43 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:
[781] #health,#healthtech [781] #healthtech,#healthcare [781] #healthcare,#surgery [781] #surgery,#medical [781] #medical,#innovation [780] surgical,treatment [780] treatment,broken [780] broken,ribs [780] ribs,gigadgets_ [780] gigadgets_,#health Top Word Pairs in Tweet in G1:
[778] surgical,treatment [778] treatment,broken [778] broken,ribs [778] ribs,gigadgets_ [778] gigadgets_,#health [778] #health,#healthtech [778] #healthtech,#healthcare [778] #healthcare,#surgery [778] #surgery,#medical [778] #medical,#innovation Top Word Pairs in Tweet in G2:
[165] #ai,#artificialintelligence [149] gave,kred [149] kred,#influence [123] eli_krumova,gave [120] #innovation,#tech4good [120] #robot,fabriziobustama [120] fabriziobustama,#ai [120] #artificialintelligence,#mi [120] #mi,#robotics [107] parking,#robot Top Word Pairs in Tweet in G3:
[48] japanese,researchers [48] researchers,developed [48] developed,system [48] system,remotely [48] remotely,control [48] control,insects [48] insects,eg [48] eg,search [48] search,people [48] people,trapped Top Word Pairs in Tweet in G4:
[21] housingfirstire,googleexpertuk [21] thepeopleshubuk,housingfirstuk [18] housingfirstuk,socialistvoice [18] socialistvoice,peterstefanovi2 [15] peterstefanovi2,streetskitchen [15] streetskitchen,mikecoulson48 [14] please,join [14] googleexpertuk,thepeopleshubuk [12] let's,social [12] social,social Top Word Pairs in Tweet in G5:
[14] #tech4good,#impinv [9] #esg,#tech4good [9] om_kundu,mattwar75940638 [9] mattwar75940638,rahulraja003 [9] rahulraja003,fareedamohamm13 [9] fareedamohamm13,briana07025394 [9] briana07025394,fall_makalou [9] fall_makalou,imeraldjenkins [9] imeraldjenkins,scream_ant2x [8] inspirave,om_kundu Top Word Pairs in Tweet in G6:
[4] sinh,viãªn [3] seeds,future [3] háº,giá [3] giá,ng [3] ng,cho [3] cho,tæ [3] tæ,æ [3] æ,ng [3] ng,lai [3] lai,apac Top Word Pairs in Tweet in G7:
[21] tech4good,accelerator [21] accelerator,camp [20] winners,#huawei [20] seeds,future [20] future,#tech4good [20] #tech4good,competition [20] competition,announced [20] announced,tech4good [19] huawei,winners [19] #huawei,apacâ Top Word Pairs in Tweet in G8:
[18] جائزة,أفضل [17] #إعلان,حقق [17] حقق,طلبة [17] طلبة,كلية [17] كلية,علوم [17] علوم,وهندسة [17] وهندسة,الحاسب [17] الحاسب,بجامعة [17] بجامعة,حائل [17] حائل,منيرة Top Word Pairs in Tweet in G9:
[17] tech,makes [17] world,more [17] more,accessible [17] accessible,place [17] place,best [17] best,tech [17] tech,check [17] check,braille [16] _techmode,tech [14] makes,theðÿœ Top Word Pairs in Tweet in G10:
[5] #fishing,industry [5] industry,more [5] more,sustainable [5] jean,baptiste [5] baptiste,yvon [4] aran,dasan [4] use,precision [4] precision,technology [4] technology,make [4] make,#fishing 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 G5:
Top Replied-To in G10:
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 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: