The graph represents a network of 2,840 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 Monday, 31 January 2022 at 18:01 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 37-minute period from Sunday, 23 January 2022 at 13:13 UTC to Monday, 31 January 2022 at 17:51 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 : 2840
Unique Edges : 5116
Edges With Duplicates : 2837
Total Edges : 7953
Number of Edge Types : 5
Retweet : 2429
Tweet : 420
MentionsInRetweet : 3747
Mentions : 1258
Replies to : 99
Self-Loops : 446
Reciprocated Vertex Pair Ratio : 0.0256319604030405
Reciprocated Edge Ratio : 0.0499827645639435
Connected Components : 216
Single-Vertex Connected Components : 74
Maximum Vertices in a Connected Component : 2213
Maximum Edges in a Connected Component : 7051
Maximum Geodesic Distance (Diameter) : 11
Average Geodesic Distance : 3.818826
Graph Density : 0.000719604701119716
Modularity : 0.62376
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 2,840 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 Monday, 31 January 2022 at 18:01 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 37-minute period from Sunday, 23 January 2022 at 13:13 UTC to Monday, 31 January 2022 at 17:51 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 : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[622] #womeninstem,#womeninscience [273] #womeninscience,#womeninstem [182] #esports,#women [182] #women,#zelda [182] #zelda,#100daysofcode [176] #usa,#btc [174] gave,kred [174] kred,#influence [174] #ai,#ml [173] #animalcrossing,#gamedev Top Word Pairs in Tweet in G1:
[142] #womeninstem,#womeninscience [52] #womeninscience,#womeninstem [22] #womeninscience,#womenintech [20] gave,kred [20] kred,#influence [20] #ai,#ml [19] #ml,#iot [18] #iotpl,#cybersecurity [17] #iot,#iiot [17] #iiot,#iotpl Top Word Pairs in Tweet in G2:
[64] #womeninstem,#womeninscience [29] #womeninscience,#womeninstem [21] raengglobal,event [19] women,science [19] international,day [18] #womenintech,#womeninscience [15] day,#womeninscience [14] learn,more [14] event,hosted [13] #2022astrosciku,contest Top Word Pairs in Tweet in G3:
[91] careers,gender [59] gender,stand [59] stand,benefit [59] benefit,greater [59] greater,participation [59] participation,girls [59] girls,#womeninscience [59] #womeninscience,learn [59] learn,more [59] more,unesco Top Word Pairs in Tweet in G4:
[171] #esports,#women [171] #women,#zelda [171] #zelda,#100daysofcode [165] #usa,#btc [163] #animalcrossing,#gamedev [160] #gamedev,#marketing [158] #marketing,#csgo [152] #csgo,#nfts [150] #startups,#nftartist [146] #100daysofcode,#streamer Top Word Pairs in Tweet in G5:
[137] stay,tuned [135] created,association [135] association,early [135] early,career [135] career,women [135] #womeninscience,#paleontology [135] #paleontology,#archaeology [133] dear,recently [133] recently,created [133] women,archaeo Top Word Pairs in Tweet in G6:
[65] #womeninstem,#womeninscience [42] women,stem [37] #womeninscience,#womeninstem [27] register,#womeninstem [26] come,hear [26] hear,journeys [26] journeys,women [26] women,different [26] different,stem [26] stem,fields Top Word Pairs in Tweet in G7:
[58] encantada,participar [45] próximo,#8f [41] #womeninscience,#womeninstem [35] #conocelas,organizado [35] organizado,aseicanews [32] participar,fantástica [32] fantástica,iniciativa [29] aseicanews,próximo [28] visibilizar,mujer [28] mujer,ciencia Top Word Pairs in Tweet in G8:
[20] #womeninstem,#womeninscience [12] #womeninscience,#avantorfoundationxstemettes [11] astronomer,dr [11] dr,natasha [11] natasha,hurley [11] hurley,walker [11] walker,colourfulcosmos [11] colourfulcosmos,led [11] led,team [11] team,discovers Top Word Pairs in Tweet in G9:
[9] #womeninstem,#womeninscience [4] #அழக,தம [4] தம,ழ [4] ழ,த [4] த,ச [4] ச,யம [4] #womeninscience,#womeninstem [4] food,safety [4] safety,quality [3] #azhagutamildesiyam,#azhagutamildesiyam Top Word Pairs in Tweet in G10:
[29] #womeninstem,#womeninscience [18] women,science [15] join,thursday [15] thursday,last [15] last,women [15] science,talk [15] talk,organize [15] organize,sruk [15] sruk,wom [15] wom,committee 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 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:
Top Mentioned in G8:
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: