The graph represents a network of 10,537 Twitter users whose recent tweets contained "vaccine misinformation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Saturday, 15 May 2021 at 12:02 UTC.
The tweets in the network were tweeted over the 2-day, 20-hour, 6-minute period from Wednesday, 12 May 2021 at 15:51 UTC to Saturday, 15 May 2021 at 11:58 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 : 10537
Unique Edges : 12485
Edges With Duplicates : 568
Total Edges : 13053
Number of Edge Types : 5
Retweet : 8410
Replies to : 631
Mentions : 1169
Tweet : 856
MentionsInRetweet : 1987
Self-Loops : 869
Reciprocated Vertex Pair Ratio : 0.00607492406344921
Reciprocated Edge Ratio : 0.0120764844012076
Connected Components : 1096
Single-Vertex Connected Components : 571
Maximum Vertices in a Connected Component : 7515
Maximum Edges in a Connected Component : 9825
Maximum Geodesic Distance (Diameter) : 20
Average Geodesic Distance : 7.297121
Graph Density : 0.000107406168767554
Modularity : 0.845998
NodeXL Version : 1.0.1.445
Data Import : The graph represents a network of 10,537 Twitter users whose recent tweets contained "vaccine misinformation", or who were replied to or mentioned in those tweets, taken from a data set limited to a maximum of 10,000 tweets. The network was obtained from Twitter on Saturday, 15 May 2021 at 12:02 UTC.
The tweets in the network were tweeted over the 2-day, 20-hour, 6-minute period from Wednesday, 12 May 2021 at 15:51 UTC to Saturday, 15 May 2021 at 11:58 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 : vaccine misinformation
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 : Followers
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[2651] न,क [2383] social,media [2248] much,misinformation [2237] take,vaccine [2228] leftist,media [2211] many,people [2206] spreading,much [2203] vaccine,today [2200] misinformation,indian [2198] now,leftist Top Word Pairs in Tweet in G1:
[2041] take,vaccine [2038] now,leftist [2038] leftist,media [2038] media,proved [2038] proved,themselves [2038] themselves,shameless [2038] shameless,spreading [2038] spreading,much [2038] much,misinformation [2038] misinformation,indian Top Word Pairs in Tweet in G2:
[1937] anti,vax [1937] vax,misinformation [1936] 12,people [1936] people,responsible [1936] responsible,bulk [1936] bulk,misleading [1936] misleading,claims [1936] claims,lies [1936] lies,covid [1936] covid,vaccines Top Word Pairs in Tweet in G3:
[2394] न,क [908] र,प [908] 12,ऐस [908] ऐस,उद [908] उद,हरण [908] जब,व [908] व,मप [908] मप,थ [908] थ,म [908] म,ड Top Word Pairs in Tweet in G4:
[151] anti,vaccine [131] vaccine,misinformation [99] covid,19 [64] 19,vaccine [48] social,media [48] users,bypass [48] bypass,misinformation [48] misinformation,rules [47] facebook,users [47] rules,anti Top Word Pairs in Tweet in G5:
[307] dismantling,one [307] one,misinformation [307] misinformation,time [307] time,sh [307] sh,sambitswaraj [307] sambitswaraj,ji [307] ji,takes [307] takes,hue [307] hue,cry [307] cry,being Top Word Pairs in Tweet in G6:
[329] vaccine,hesitancy [298] leftist,propaganda [298] propaganda,websites [298] websites,hosted [298] hosted,articles [298] articles,raised [298] raised,doubts [298] doubts,indian [298] indian,vaccines [298] vaccines,thereby Top Word Pairs in Tweet in G7:
[231] asking,vaccinated [126] vaccinated,people [108] stay,away [107] viral,misinfo [107] misinfo,hits [107] hits,irl [107] irl,aprilaser [107] aprilaser,spoke [107] spoke,business [107] business,owners Top Word Pairs in Tweet in G8:
[14] spread,misinformation [8] global,vaccination [8] vaccination,diplomacy [8] diplomacy,full [8] full,swing [8] swing,governments [8] governments,careful [8] careful,misinformation [8] misinformation,campaigns [8] read,narendramodi Top Word Pairs in Tweet in G9:
[124] anti,vaccine [88] vaccine,misinformation [82] covid,19 [79] vaccine,advocates [62] misinformation,covid [58] advocates,taking [58] taking,pandemic [58] pandemic,business [58] business,opportunity [58] opportunity,promote Top Word Pairs in Tweet in G10:
[651] low,risk [434] very,low [217] excellent,news [217] news,reflects [217] reflects,vaccine [217] vaccine,science [217] science,very [217] risk,infection [217] infection,extremely [217] extremely,low Top Replied-To in Entire Graph:
Top Replied-To in G2:
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 Mentioned in Entire Graph:
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 Tweeters in Entire Graph:
Top Tweeters in G1:
Top Tweeters in G2:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: