The graph represents a network of 7,596 Twitter users whose tweets in the requested range contained "worldbank", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 12 November 2020 at 13:40 UTC.
The requested start date was Thursday, 12 November 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 4-day, 10-hour, 35-minute period from Saturday, 07 November 2020 at 14:25 UTC to Thursday, 12 November 2020 at 01:00 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 : 7596
Unique Edges : 8969
Edges With Duplicates : 19611
Total Edges : 28580
Number of Edge Types : 5
Tweet : 870
Retweet : 4655
MentionsInRetweet : 11074
Replies to : 1097
Mentions : 10884
Self-Loops : 943
Reciprocated Vertex Pair Ratio : 0.0191568250480637
Reciprocated Edge Ratio : 0.0375934784073301
Connected Components : 430
Single-Vertex Connected Components : 218
Maximum Vertices in a Connected Component : 6488
Maximum Edges in a Connected Component : 27052
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.469317
Graph Density : 0.00025728173346493
Modularity : 0.412295
NodeXL Version : 1.0.1.441
Data Import : The graph represents a network of 7,596 Twitter users whose tweets in the requested range contained "worldbank", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Thursday, 12 November 2020 at 13:40 UTC.
The requested start date was Thursday, 12 November 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 4-day, 10-hour, 35-minute period from Saturday, 07 November 2020 at 14:25 UTC to Thursday, 12 November 2020 at 01:00 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 : worldbank
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:
[253] world,bank [240] pmoindia,rbi [228] finminindia,nsitharaman [225] abpnews,mumbaimirror [222] narendramodi,pmoindia [222] rbi,finminindia [222] nsitharaman,fayedsouza [205] sunnyfernandes,narendramodi [194] covid,19 [183] extreme,poverty Top Word Pairs in Tweet in G1:
[120] around,world [114] steve_hanke,worldbank [110] worldbank,analysis [110] analysis,political [110] political,stability [110] stability,around [110] world,predictably [110] predictably,puts [110] puts,#nigeria [110] #nigeria,bottom Top Word Pairs in Tweet in G2:
[63] worldbank,imfnews [56] imfnews,worldbank [26] india,#demonetisation [26] #demonetisation,purely [26] purely,loot [26] loot,modi [26] modi,openly [26] openly,still [26] still,making [26] making,entire Top Word Pairs in Tweet in G3:
[56] development,economics [55] latest,research [54] research,development [54] economics,round [54] round,neudc [54] neudc,2020 [53] 2020,daveevansphd [53] daveevansphd,almedina1music [52] dmckenzie001,latest [38] world,bank Top Word Pairs in Tweet in G4:
[240] pmoindia,rbi [228] finminindia,nsitharaman [225] abpnews,mumbaimirror [222] narendramodi,pmoindia [222] rbi,finminindia [222] nsitharaman,fayedsouza [205] sunnyfernandes,narendramodi [179] mumbaimirror,mirrornow [177] fayedsouza,abpnews [170] pmoindia,narendramodi Top Word Pairs in Tweet in G5:
[99] maaif_uganda,ugacdp [99] ugacdp,worldbank [64] back,sometime [64] sometime,back [64] back,made [64] made,proof [64] proof,concept [64] concept,presentation [64] presentation,maaif_uganda [64] worldbank,sponsored Top Word Pairs in Tweet in G6:
[18] #climateaction,needs [18] needs,sustainable [18] sustainable,financing [18] financing,worldbank [18] worldbank,published [18] published,guide [18] guide,engaging [18] engaging,investors [18] investors,environmental [17] wbg_climate,#climateaction Top Word Pairs in Tweet in G7:
[20] world,bank [15] #nahp,#kemenpupr [15] #kemenpupr,#sigapmembangunnegeri [15] #sigapmembangunnegeri,#kemendagri [15] #kemendagri,#worldbank [15] #worldbank,#loan [10] covid,19 [5] public,private [5] #imf,#worldbank [4] bank,group Top Word Pairs in Tweet in G8:
[149] worldbank,davidmalpasswbg [141] davidmalpasswbg,arupbanerji [140] zelenskyyua,worldbank [24] worldbank,100 [15] worldbank,annual [15] annual,meetings [15] meetings,plenary [15] plenary,speech [15] speech,davidmalpasswbg [15] davidmalpasswbg,highlighted Top Word Pairs in Tweet in G9:
[20] banco,mundial [17] 58,pymes [17] pymes,activas [17] activas,experimentó [17] experimentó,reducción [17] reducción,ventas [17] ventas,relación [16] relación,mes [16] mes,año [16] año,pasado Top Word Pairs in Tweet in G10:
[4] teslaconomics,means [4] means,best [4] best,bet [4] bet,see [4] see,big [4] big,move [4] move,#criticalminerals [4] #criticalminerals,##graphite [4] ##graphite,#lithium [4] #lithium,#manganese Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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Top Replied-To in G7:
Top Replied-To in G8:
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Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G2:
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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:
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Top Tweeters in G7:
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Top Tweeters in G9:
Top Tweeters in G10: