The graph represents a network of 7,159 Twitter users whose recent tweets contained "Sandberg", 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 Monday, 09 March 2020 at 19:27 UTC.
The tweets in the network were tweeted over the 9-day, 8-hour, 16-minute period from Saturday, 29 February 2020 at 10:03 UTC to Monday, 09 March 2020 at 18:20 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 : 7159
Unique Edges : 9248
Edges With Duplicates : 1973
Total Edges : 11221
Number of Edge Types : 5
Tweet : 1264
MentionsInRetweet : 4537
Retweet : 2768
Mentions : 1724
Replies to : 928
Self-Loops : 1286
Reciprocated Vertex Pair Ratio : 0.0117898046260948
Reciprocated Edge Ratio : 0.0233048496282322
Connected Components : 1062
Single-Vertex Connected Components : 559
Maximum Vertices in a Connected Component : 4038
Maximum Edges in a Connected Component : 7245
Maximum Geodesic Distance (Diameter) : 17
Average Geodesic Distance : 4.509999
Graph Density : 0.000175844558328075
Modularity : 0.754533
NodeXL Version : 1.0.1.426
Data Import : The graph represents a network of 7,159 Twitter users whose recent tweets contained "Sandberg", 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 Monday, 09 March 2020 at 19:27 UTC.
The tweets in the network were tweeted over the 9-day, 8-hour, 16-minute period from Saturday, 29 February 2020 at 10:03 UTC to Monday, 09 March 2020 at 18:20 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 : Sandberg
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:
[1632] fact,checking [1585] capable,fact [1295] sheryl,sandberg [1116] against,facebook [1115] soros,promotes [1115] promotes,leftist [1115] leftist,pressure [1115] pressure,campaign [1115] campaign,against [1115] facebook,further Top Word Pairs in Tweet in G1:
[1115] soros,promotes [1115] promotes,leftist [1115] leftist,pressure [1115] pressure,campaign [1115] campaign,against [1115] against,facebook [1115] facebook,further [1115] further,suppress [1115] suppress,conservatives [1115] conservatives,censor Top Word Pairs in Tweet in G2:
[819] despair,more [819] more,profile [819] profile,sandberg [819] sandberg,soft [819] soft,focus [819] focus,lean [819] lean,profile [819] profile,big [819] big,part [819] part,reason Top Word Pairs in Tweet in G3:
[1572] fact,checking [1571] capable,fact [786] checking,political [786] political,ads [785] facebook,capable [785] ads,lies [785] lies,capable [785] checking,ads [785] ads,census [785] census,coronavirus Top Word Pairs in Tweet in G4:
[408] sheryl,sandberg [144] hecho,mejor [144] mejor,perfecto [144] perfecto,sheryl [144] sandberg,1969 [144] 1969,actualidad [35] ryne,sandberg [34] david,sandberg [28] female,leaders [27] leaders,sheryl Top Word Pairs in Tweet in G5:
[403] breaking,response [403] response,reporting [403] reporting,kamalaharris [403] kamalaharris,sent [403] sent,letter [403] letter,zuckerberg [403] zuckerberg,demanding [403] demanding,answers [403] answers,facebook's [403] facebook's,census Top Word Pairs in Tweet in G6:
[242] ryne,sandberg [237] over,000 [237] 000,regular [237] regular,season [237] season,mlb [237] mlb,games [237] games,year [237] year,blur [237] blur,together [237] together,chosen Top Word Pairs in Tweet in G7:
[118] samanthadillma3,sammy27521 [118] samplergal1,sandberg_eric [118] sar_oso,sara2001noor [118] sandberg_eric,sander1957 [117] sammy27521,samplergal1 [116] sara2001noor,sarahfairclou13 [115] sander1957,sandyk5251 [114] sandyk5251,sandyswood58 [113] sapolskydeborah,sar_oso [112] sandyswood58,sapolskydeborah Top Word Pairs in Tweet in G8:
[74] online,toxicity [74] toxicity,sarandon [74] sarandon,calling [74] calling,republican [74] republican,bernie [74] bernie,vic [74] vic,mensa [74] mensa,blasting [74] blasting,bernie [74] bernie,nina Top Word Pairs in Tweet in G9:
[22] sheryl,sandberg [12] jewish,mark [12] mark,zuckerberg [12] bed,nazis [11] juddlegum,world [11] world,jewish [11] zuckerberg,bed [11] nazis,astounding [11] astounding,sheryl [11] sandberg,jewish Top Word Pairs in Tweet in G10:
[40] facebook,sheryl [40] sheryl,kara [40] kara,sandberg [40] kumud,srinivasan [40] aruna,jayanthi [40] ibm,vanitha [40] vanitha,narayanan [39] intel,kumud [39] srinivasan,capegemini [39] capegemini,aruna 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 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:
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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:
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Top Tweeters in G9:
Top Tweeters in G10: