The graph represents a network of 4,138 Twitter users whose recent tweets contained ""misinfo" OR "disinfo" OR "false" OR "fake" AND "agriculture" OR "farm" OR "farmer" OR "farming"", 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 Wednesday, 05 January 2022 at 19:12 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 3-minute period from Tuesday, 28 December 2021 at 04:56 UTC to Wednesday, 05 January 2022 at 19:00 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 : 69781
Unique Edges : 88242
Edges With Duplicates : 72598
Total Edges : 160840
Number of Edge Types : 5
Retweet : 68900
Tweet : 8995
Replies to : 17306
MentionsInRetweet : 39462
Mentions : 26177
Self-Loops : 9606
Reciprocated Vertex Pair Ratio : 0.00706405774731012
Reciprocated Edge Ratio : 0.0140290137314832
Connected Components : 7425
Single-Vertex Connected Components : 3119
Maximum Vertices in a Connected Component : 49674
Maximum Edges in a Connected Component : 137125
Maximum Geodesic Distance (Diameter) : 34
Average Geodesic Distance : 7.302468
Graph Density : 2.27779323305589E-05
Modularity : 0.61643
NodeXL Version : 1.0.1.508
Data Import : The graph represents a network of 4,138 Twitter users whose recent tweets contained ""misinfo" OR "disinfo" OR "false" OR "fake" AND "agriculture" OR "farm" OR "farmer" OR "farming"", 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 Wednesday, 05 January 2022 at 19:12 UTC.
The tweets in the network were tweeted over the 8-day, 14-hour, 3-minute period from Tuesday, 28 December 2021 at 04:56 UTC to Wednesday, 05 January 2022 at 19:00 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 : TwitterSearch
Graph Term : "misinfo" OR "disinfo" OR "false" OR "fake" AND "agriculture" OR "farm" OR "farmer" OR "farming"
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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[18343] farm,laws [11418] fake,farmer [7810] fake,news [5146] farmer,protest [4614] laws,repealed [4337] fake,farmers [2652] fake,promises [2608] repeal,farm [2597] laws,farmers [2547] modi,govt Top Word Pairs in Tweet in G1:
[5569] fake,farmer [4918] farm,laws [3121] farmer,protest [2159] laws,repealed [2007] fake,news [1930] rahul,gandhi [1721] news,ki [1721] ho,gaye [1721] nahin,hogi [1721] ki,dukan Top Word Pairs in Tweet in G2:
[9755] farm,laws [2518] fake,promises [2387] repeal,farm [2022] modi,govt [2019] laws,farmers [1930] protest,farmers [1927] announcing,repeal [1926] promises,time [1923] believe,fake [1912] time,#repealfarmlawsinparliament Top Word Pairs in Tweet in G3:
[1874] fake,news [1844] spreading,fake [1509] farm,laws [756] farmer's,protest [755] fuel,price [754] ndtv,usual [754] clash,times [754] news,pakistan [754] taliban,afghan [754] afghan,clash Top Word Pairs in Tweet in G4:
[361] poultry,farm [357] innocent,workers [357] ward,10 [357] accusation,being [357] junta,soldiers [357] abducted,junta [357] yesterday,false [357] false,accusation [357] soldiers,yesterday [357] farm,ward Top Word Pairs in Tweet in G5:
[2335] fake,farmer [1593] रत_ख,ल [1593] ल,_ह [1593] #भ,रत_ख [1346] fake,farmers [1176] farmer,rakesh [1029] farm,laws [998] _ह,ग [995] द_नह,_ह [867] rakesh,dakait Top Word Pairs in Tweet in G6:
[699] badger,cull [663] sign,petition [536] petition,ukchange [492] cull,defra [492] journojane,fishvetmj [492] domdyer70,alpacapower [492] lies,radio4 [492] farming,lie [492] defra,lies [492] radio4,farming Top Word Pairs in Tweet in G7:
[799] troll,farm [516] fake,account [515] false,claims [504] government,troll [502] account,part [501] meta,falsely [501] davidagranovich,olgs7 [501] nicaraguan,sandinista [501] benimmo,davidagranovich [501] activist,ligia Top Word Pairs in Tweet in G8:
[313] bot,farm [311] summit,posing [311] instagram,tiktok [311] 000,fake [311] online,accounts [311] 15,000 [311] posing,ordinary [311] ordinary,users [311] fake,online [299] spread,disinfo Top Word Pairs in Tweet in G9:
[425] carbon,dioxide [425] fake,science [424] extinction,untrue [424] portrayed,ipcc [424] dioxide,portrayed [424] based,lies [424] poison,gas [424] gas,driving [424] land,oceans [424] photosynthesis,agriculture Top Word Pairs in Tweet in G10:
[580] fake,accounts [558] farm,accounts [558] accounts,bots [558] bots,farm [557] bad,mention [557] accounts,bad [557] masks,schools [557] mention,teachers [557] concerning,political [557] feed,spammed 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:
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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: