The graph represents a network of 8,315 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 18 April 2021 at 08:15 UTC.
The requested start date was Sunday, 18 April 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 2-day, 2-hour, 23-minute period from Wednesday, 14 April 2021 at 11:09 UTC to Friday, 16 April 2021 at 13:32 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 : 8315
Unique Edges : 3849
Edges With Duplicates : 12617
Total Edges : 16466
Number of Edge Types : 5
MentionsInRetweet : 6856
Mentions : 1524
Retweet : 5845
Tweet : 1307
Replies to : 934
Self-Loops : 1337
Reciprocated Vertex Pair Ratio : 0.0137875101378751
Reciprocated Edge Ratio : 0.0272
Connected Components : 1135
Single-Vertex Connected Components : 359
Maximum Vertices in a Connected Component : 4293
Maximum Edges in a Connected Component : 9607
Maximum Geodesic Distance (Diameter) : 28
Average Geodesic Distance : 9.711056
Graph Density : 0.000126571456964764
Modularity : 0.537516
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 8,315 Twitter users whose tweets in the requested range contained "PPE", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 18 April 2021 at 08:15 UTC.
The requested start date was Sunday, 18 April 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 2-day, 2-hour, 23-minute period from Wednesday, 14 April 2021 at 11:09 UTC to Friday, 16 April 2021 at 13:32 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 : PPE
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:
[418] firm,given [417] pm,gave [417] public,funds [417] 15,stake [416] gave,lover [416] lover,126 [416] 126,000 [416] 000,public [416] funds,700k [416] 700k,loan Top Word Pairs in Tweet in G1:
[365] reading,failed [365] failed,state [365] state,corrupt [365] corrupt,health [365] health,secretary [365] secretary,15 [365] 15,stake [365] stake,sister [365] sister,firm [365] firm,given Top Word Pairs in Tweet in G2:
[389] pm,gave [389] gave,lover [389] lover,126 [389] 126,000 [389] 000,public [389] public,funds [389] funds,700k [389] 700k,loan [388] drdompimenta,re [388] loan,chancellor Top Word Pairs in Tweet in G3:
[378] grateful,mukesh [378] mukesh,ambani [378] ambani,supplying [378] supplying,100 [378] 100,tons [378] maharashtra,enhancing [378] enhancing,india [378] india,ppe [378] ppe,capacity [360] tons,oxygen Top Word Pairs in Tweet in G4:
[23] covid,19 [21] क,ट [18] पत,ल [17] अस,पत [16] ppe,क [14] न,अस [13] ड,क [13] स,क [13] स,न [13] क,ल Top Word Pairs in Tweet in G5:
[78] shocking,workers [78] workers,cremation [78] cremation,ground [78] ground,burying [78] burying,bodies [78] bodies,covid [78] covid,victims [78] victims,plead [78] plead,basic [78] basic,protection Top Word Pairs in Tweet in G6:
[28] matt,hancock [21] hancock,kind [21] kind,guy [21] guy,chat [21] chat,whatsapp [21] whatsapp,buddies [21] buddies,#ppe [21] #ppe,contracts [21] contracts,family [21] family,man Top Word Pairs in Tweet in G7:
[228] boris,johnson [224] bad,worse [224] worse,boris [224] johnson,misled [224] misled,parliament [224] parliament,saying [224] saying,ppe [224] ppe,contracts [224] contracts,record [224] record,lies Top Word Pairs in Tweet in G8:
[217] gravediggers,crematorium [217] crematorium,workers [155] bangalore's,gravediggers [155] workers,making [155] making,barely [155] barely,enough [155] enough,make [155] make,ends [155] ends,meet [155] meet,first Top Word Pairs in Tweet in G9:
[68] #kdppe,#perthtanapon [37] #บ,านเราเปล [37] านเราเปล,าep5 [28] ร,ธแปลน [27] 1xเพ,ร [26] เพ,ร [21] หน,ง [21] น,าร [21] #ใครเบอร,1xเพ [20] ร,ธ Top Word Pairs in Tweet in G10:
[127] boris,johnson [126] johnson,government [126] government,gave [126] gave,70m [126] 70m,jewellery [126] jewellery,company [126] company,produce [126] produce,ppe [126] ppe,non [126] non,used Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
Top Replied-To in G3:
Top Replied-To in G4:
Top Replied-To in G5:
Top Replied-To in G6:
Top Replied-To in G7:
Top Replied-To in G8:
Top Replied-To in G9:
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 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: