The graph represents a network of 13 127 Twitter users whose recent tweets contained "#WomenInScience", 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, 10 February 2021 at 22:50 UTC.
The tweets in the network were tweeted over the 6-day, 9-hour, 31-minute period from Thursday, 04 February 2021 at 12:13 UTC to Wednesday, 10 February 2021 at 21:44 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 : 13127
Unique Edges : 25507
Edges With Duplicates : 10091
Total Edges : 35598
Number of Edge Types : 5
Retweet : 14687
MentionsInRetweet : 14731
Tweet : 1735
Mentions : 4053
Replies to : 392
Self-Loops : 1790
Reciprocated Vertex Pair Ratio : 0,0267478325032282
Reciprocated Edge Ratio : 0,052102048149479
Connected Components : 579
Single-Vertex Connected Components : 277
Maximum Vertices in a Connected Component : 11656
Maximum Edges in a Connected Component : 33645
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3,859349
Graph Density : 0,000161515914668571
Modularity : 0,625087
NodeXL Version : 1.0.1.443
Data Import : The graph represents a network of 13 127 Twitter users whose recent tweets contained "#WomenInScience", 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, 10 February 2021 at 22:50 UTC.
The tweets in the network were tweeted over the 6-day, 9-hour, 31-minute period from Thursday, 04 February 2021 at 12:13 UTC to Wednesday, 10 February 2021 at 21:44 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 : #WomenInScience
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:
[2718] women,girls [2355] girls,science [2078] international,women [1806] 11,feb [1745] #womeninscience,#womeninstem [1276] #womeninstem,#womeninscience [844] feb,#womeninscience [841] 1st,woman [820] marie,curie [738] woman,win Top Word Pairs in Tweet in G1:
[1429] 11,feb [767] 1st,woman [713] feb,#womeninscience [671] woman,win [670] win,nobelprize [669] marie,curie [542] stereotypes,hold [536] curie,1st [534] feb,inspired [534] inspired,life Top Word Pairs in Tweet in G2:
[946] #womeninscience,#womeninstem [909] #womeninstem,#womeninscience [618] women,girls [549] girls,science [514] international,women [251] #womeninscience,#womenintech [219] #womenintech,#womeninscience [153] women,science [141] #womeninstem,#womenintech [119] feb,11 Top Word Pairs in Tweet in G3:
[293] girls,science [292] women,girls [218] gender,bias [155] international,women [142] girls,women [140] women,#stem [139] barriers,hold [139] hold,girls [138] #womeninscience,single [138] single,stand Top Word Pairs in Tweet in G4:
[166] #11f,#womeninscience [158] #mujeryciencia,#11f [140] de,la [126] #womeninscience,fecyt_ciencia [117] #yosoycientífica,#yosoicientífica [114] #yosoicientífica,#mujeryciencia [110] del,departamento [102] departamento,de [97] en,la [70] fecyt_ciencia,uodivulga Top Word Pairs in Tweet in G5:
[120] women,girls [75] girls,science [73] international,women [69] celebrate,#womeninscience [51] desk,#lhc [51] #lhc,tunnel [51] tunnel,#womeninscience [51] #womeninscience,covered [51] covered,kinds [51] kinds,cern_jobs Top Word Pairs in Tweet in G6:
[270] women,girls [249] girls,science [243] international,women [90] #womeninscience,#girlsinscience [80] women,science [69] thursday,#february11 [69] past,present [68] present,future [64] feb,11 [64] celebrate,canada Top Word Pairs in Tweet in G7:
[213] women,girls [175] girls,science [172] international,women [147] #womeninscience,thursday [146] calling,#womeninscience [146] thursday,international [145] science,celebrate [145] celebrate,tweeting [145] tweeting,selfie [145] selfie,telling Top Word Pairs in Tweet in G8:
[45] february,11 [43] #womeninstem,#womeninscience [43] honour,international [43] international,#women [43] #women,girls [43] girls,#science [43] #science,february [43] 11,tag [43] tag,woman [43] woman,girl Top Word Pairs in Tweet in G9:
[30] women,girls [25] girls,science [19] international,women [10] #womeninmedicine,#womeninscience [9] #womeninstem,#womeninscience [9] #womeninscience,#womeninstem [8] #veterinarian,#womeninstem [8] #womeninstem,#womeninbusiness [8] #vetlife,#veterinarymedicine [8] #bostondotcom,#bostonusa Top Word Pairs in Tweet in G10:
[254] faced,bias [254] bias,barriers [254] barriers,takes [254] takes,kind [254] kind,grit [254] grit,succeed [254] succeed,special [254] special,film [254] film,salute [254] salute,challenger 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 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 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: