The graph represents a network of 1,462 Twitter users whose recent tweets contained "Infodemic", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 08 August 2021 at 07:38 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 38-minute period from Saturday, 31 July 2021 at 02:44 UTC to Sunday, 08 August 2021 at 07:23 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 : 1462
Unique Edges : 2339
Edges With Duplicates : 1605
Total Edges : 3944
Number of Edge Types : 5
Tweet : 966
Replies to : 200
Mentions : 455
Retweet : 1310
MentionsInRetweet : 1013
Self-Loops : 981
Reciprocated Vertex Pair Ratio : 0.0241286863270777
Reciprocated Edge Ratio : 0.0471204188481675
Connected Components : 245
Single-Vertex Connected Components : 114
Maximum Vertices in a Connected Component : 277
Maximum Edges in a Connected Component : 1411
Maximum Geodesic Distance (Diameter) : 10
Average Geodesic Distance : 3.224006
Graph Density : 0.00107304275036026
Modularity : 0.577129
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 1,462 Twitter users whose recent tweets contained "Infodemic", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 18,000 tweets. The network was obtained from Twitter on Sunday, 08 August 2021 at 07:38 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 38-minute period from Saturday, 31 July 2021 at 02:44 UTC to Sunday, 08 August 2021 at 07:23 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 : TwitterSearch
Graph Term : Infodemic
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:
[243] covid,19 [116] role,evidence [110] 19,infodemic [83] evidence,based [82] 2021,campaign [74] #evidencefirst,#ebhc [67] jbiebhc,cochranecollab [67] cochranecollab,gin_member [67] gin_member,campbellreviews [66] campbellreviews,institute4ebh Top Word Pairs in Tweet in G1:
[20] 다음,뉴스 [14] 하고,있다 [13] 수,있는 [11] 할,수 [10] 릴레이,1인 [10] 몸통배후,수사 [10] 네이버,뉴스 [9] 수,없는 [8] 수,있다 [8] 드루킹,몸통배후 Top Word Pairs in Tweet in G2:
[49] covid,19 [30] infodemic,drive [25] conducted,infodemic [20] 19,infodemic [18] awareness,response [17] response,empowerment [16] plandemic,revisited [16] revisited,product [16] product,planned [16] planned,disinformation Top Word Pairs in Tweet in G3:
[26] fight,against [26] learn,more [23] next,week [23] week,#apa2021 [23] #apa2021,learn [23] learn,psychologists [23] psychologists,working [23] working,fight [23] against,declared [23] declared,infodemic Top Word Pairs in Tweet in G4:
[106] role,evidence [79] 2021,campaign [72] #evidencefirst,#ebhc [67] jbiebhc,cochranecollab [67] cochranecollab,gin_member [67] gin_member,campbellreviews [66] campbellreviews,institute4ebh [66] institute4ebh,cebhc [66] cebhc,nicecomms [65] evidence,based Top Word Pairs in Tweet in G5:
[19] sky,news [19] news,australia [19] australia,banned [19] banned,youtube [19] youtube,days [19] days,over [19] over,#covid19 [19] #covid19,misinformation [19] misinformation,channel [19] channel,posted Top Word Pairs in Tweet in G6:
[51] researchers,facebook [51] facebook,silences [51] silences,independent [51] independent,research [51] research,practices [51] practices,re [51] re,political [51] political,ads [51] ads,spread [51] spread,covid19 Top Word Pairs in Tweet in G7:
[44] covid,19 [44] 19,infodemic [44] infodemic,less [44] less,failure [44] failure,one [44] one,medium [44] medium,lack [44] lack,societal [44] societal,trust [44] trust,key Top Word Pairs in Tweet in G8:
[39] stanford,infodemic [26] social,media [24] august,26 [20] covid,19 [14] infodemic,conference [14] excited,learn [14] learn,experts [14] experts,#socialmedia [14] #socialmedia,#ethics [14] #ethics,#publichealth Top Word Pairs in Tweet in G9:
[33] これを誤読したtweetがいくつかあり,それを拡散しているtweetが山のようにあって [33] それを拡散しているtweetが山のようにあって,元のcdcの文章を読まずに誤読の方を日本語で紹介しているtweetもあって [33] 元のcdcの文章を読まずに誤読の方を日本語で紹介しているtweetもあって,典型的なinfodemic事例の1つとして分析できそう [33] 典型的なinfodemic事例の1つとして分析できそう,個々の誤解を指摘する人がいても別のスレッドの下流には届きにくい Top Word Pairs in Tweet in G10:
[22] fact,checks [22] checks,rwmalone's [22] rwmalone's,pseudoscience [22] pseudoscience,lack [22] lack,credibility 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 G8:
Top Replied-To in G10:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
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 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: