The graph represents a network of 6,769 Twitter users whose recent tweets contained "#womenintech", 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 Friday, 07 August 2020 at 19:54 UTC.
The tweets in the network were tweeted over the 6-day, 0-hour, 8-minute period from Saturday, 01 August 2020 at 18:30 UTC to Friday, 07 August 2020 at 18:38 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 : 6769
Unique Edges : 15894
Edges With Duplicates : 16816
Total Edges : 32710
Number of Edge Types : 5
Retweet : 14767
MentionsInRetweet : 11930
Mentions : 3263
Tweet : 2231
Replies to : 519
Self-Loops : 2401
Reciprocated Vertex Pair Ratio : 0.0286599956493365
Reciprocated Edge Ratio : 0.0557229711868887
Connected Components : 171
Single-Vertex Connected Components : 92
Maximum Vertices in a Connected Component : 6419
Maximum Edges in a Connected Component : 32258
Maximum Geodesic Distance (Diameter) : 9
Average Geodesic Distance : 3.112672
Graph Density : 0.00041287775203813
Modularity : 0.422538
NodeXL Version : 1.0.1.439
Data Import : The graph represents a network of 6,769 Twitter users whose recent tweets contained "#womenintech", 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 Friday, 07 August 2020 at 19:54 UTC.
The tweets in the network were tweeted over the 6-day, 0-hour, 8-minute period from Saturday, 01 August 2020 at 18:30 UTC to Friday, 07 August 2020 at 18:38 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 : #womenintech
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:
[1483] #womenintech,#womenwhocode [1157] #womenwhocode,#womenintech [1045] #womenintech,#womeninstem [911] #100daysofcode,#devcommunity [775] #womenintech,#developers [767] #freecodecamp,#100daysofcode [767] #devcommunity,#blackdevelopers [767] #blackdevelopers,#womenintech [690] #womeninstem,#womenintech [472] #girlswhocode,#womenintech Top Word Pairs in Tweet in G1:
[320] #womenintech,#womeninstem [200] #womenintech,#womenwhocode [167] #womeninstem,#womenintech [160] #womenwhocode,#womenintech [156] women,tech [98] awesome,women [97] 100,awesome [97] marketers,follow [94] women,marketers [94] follow,2019 Top Word Pairs in Tweet in G2:
[1176] #womenintech,#womenwhocode [830] #100daysofcode,#devcommunity [820] #womenwhocode,#womenintech [696] #freecodecamp,#100daysofcode [696] #devcommunity,#blackdevelopers [696] #blackdevelopers,#womenintech [696] #womenintech,#developers [375] #womenintech,#womeninstem [361] #girlswhocode,#womenintech [352] #100daysofcode,#womenintech Top Word Pairs in Tweet in G3:
[199] #digitalwomen,#womenintech [130] #womenintech,iocoding [86] #womenintech,#womeninstem [84] #digitalwomen,event [72] #womeninstem,#womenintech [63] iocoding,#digitalwomen [62] #womenintech,speakers [58] 50,#womenintech [57] start,#vc [57] #vc,forbes Top Word Pairs in Tweet in G4:
[96] aug,21 [96] 21,22 [83] #womenintech,#blacktechtwitter [80] join,aug [80] attend,#dianainitiative2020 [80] #dianainitiative2020,conference [80] conference,celebrating [80] celebrating,#infosec [80] #infosec,#diversity [70] #blacktechtwitter,#womenintech Top Word Pairs in Tweet in G5:
[206] #art,#painting [206] #painting,#womenart [206] #womenart,#womenintech [206] #womenempowerment,#artlovers [171] #cb,#art [167] #artlovers,#writingcommunity [149] #womeninleadership,#artshare [147] #nyc,#la [147] #la,#womenempowerment [142] #twitart,#nyc Top Word Pairs in Tweet in G6:
[26] tag,#womenintech [26] #womenintech,needs [26] needs,laugh [26] laugh,today [19] #womenintech,#womeninstem [12] #womenintech,#womenwhocode [12] read,more [10] meet,joy [10] joy,buolamwini [10] buolamwini,jovialjoy Top Word Pairs in Tweet in G7:
[47] women,tech [22] #womenintech,#empoweringwomen [20] #womenintech,#womensmonth [19] empowering,women [18] looking,forward [17] co,founder [16] #girlcode,#womensmonth [15] discuss,empowering [15] hyitschristine,muzin1 [15] muzin1,karol_khoza Top Word Pairs in Tweet in G8:
[25] morning,#womenintech [25] late,#ff [20] #ff,pt [17] #womenintech,late [8] #womenintech,thanks [8] thanks,being [8] being,awesome [8] awesome,late [8] representation,matters [8] matters,growing Top Word Pairs in Tweet in G9:
[10] #womeninstem,#womenintech [5] women,tech [4] #womenintech,#womeninstem [4] work,work [3] 100,awesome [3] awesome,women [3] women,marketers [3] marketers,follow [3] follow,2019 [3] 2019,#womenintech Top Word Pairs in Tweet in G10:
[12] #womenintech,#womeninstem [12] #womenintech,#50intech [12] #50intech,links [12] links,committed [12] committed,companies [12] companies,offering [12] offering,#tech [12] #tech,jobs [12] jobs,#diversity [12] #diversity,inclusion 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 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 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: