The graph represents a network of 5,861 Twitter users whose recent tweets contained "#DEI", 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 Thursday, 03 February 2022 at 23:02 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 2-minute period from Wednesday, 26 January 2022 at 17:29 UTC to Thursday, 03 February 2022 at 21:31 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 : 5972
Unique Edges : 9185
Edges With Duplicates : 16035
Total Edges : 25220
Number of Edge Types : 5
Mentions : 6620
Replies to : 293
Tweet : 2156
MentionsInRetweet : 9921
Retweet : 6230
Self-Loops : 2284
Reciprocated Vertex Pair Ratio : 0.0440189498618239
Reciprocated Edge Ratio : 0.0843259595386652
Connected Components : 1252
Single-Vertex Connected Components : 570
Maximum Vertices in a Connected Component : 2476
Maximum Edges in a Connected Component : 19020
Maximum Geodesic Distance (Diameter) : 19
Average Geodesic Distance : 5.486213
Graph Density : 0.000296644767638361
Modularity : 0.399142
NodeXL Version : 1.0.1.449
Graph Gallery URL : https://nodexlgraphgallery.org/Pages/Graph.aspx?graphID=271343
Data Import : The graph represents a network of 5,861 Twitter users whose recent tweets contained "#DEI", 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 Thursday, 03 February 2022 at 23:02 UTC.
The tweets in the network were tweeted over the 8-day, 4-hour, 2-minute period from Wednesday, 26 January 2022 at 17:29 UTC to Thursday, 03 February 2022 at 21:31 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 : #DEI
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 Color : In-Degree
Vertex Radius : In-Degree
Vertex Alpha : In-Degree
Top Domains
Top Word Pairs in Tweet in Entire Graph:
[3653] kred,#influence [3560] #inclusion,#dei [3148] #ai,#ml [3123] #diversity,#inclusion [3038] #iot,#iiot [2945] #ml,#iot [2921] #dei,#remotework [2914] remote,job [2913] job,posted [2913] #remotejobs,#diversity Top Word Pairs in Tweet in G1:
[52] equity,inclusion [50] diversity,equity [43] #dei,#diversity [35] black,history [30] #equity,#inclusion [27] history,month [26] #diversity,#equity [19] #inclusion,#dei [19] #blackhistorymonth,#dei [17] diversity,inclusion Top Word Pairs in Tweet in G2:
[2838] #inclusion,#dei [2833] remote,job [2833] job,posted [2833] #remotejobs,#diversity [2833] #diversity,#inclusion [2833] #dei,#remotework [2833] #remotework,#hiring [2833] #hiring,#afrotech [2833] #afrotech,#blacktwitter [2833] #blacktwitter,#diversityinclusion Top Word Pairs in Tweet in G3:
[3611] kred,#influence [3112] #ai,#ml [3002] #iot,#iiot [2914] #ml,#iot [2509] #iiot,#iotpl [1760] #womenintech,#womeninstem [1513] #dei,#womenempowerment [1508] #datascience,#tech [1487] #iotpl,#cybersecurity [1395] #womeninstem,#womenintech Top Word Pairs in Tweet in G4:
[70] equality,index [52] corporate,equality [47] equity,inclusion [45] diversity,equity [40] #dei,#inclusion [39] #dei,#corpgov [33] hrc,corporate [27] lgbtq,equality [27] 100,hrc [25] imperative,transform Top Word Pairs in Tweet in G5:
[111] #diversity,#inclusion [106] #inclusion,#dei [80] remote,job [80] job,posted [80] #remotejobs,#diversity [80] #dei,#remotework [80] #remotework,#hiring [80] #hiring,#afrotech [80] #afrotech,#blacktwitter [80] #blacktwitter,#diversityinclusion Top Word Pairs in Tweet in G6:
[52] #diversity,#inclusion [41] #hr,bartender [33] psychological,safety [33] #equity,#inclusion [32] #diversity,#equity [31] safety,workforce [31] workforce,inclusion [31] inclusion,#hr [31] #dei,#recruiting [27] #hr,#talent Top Word Pairs in Tweet in G7:
[26] april,4th [25] #esg,#corpgov [22] #sonypics,#dei [19] proud,support [19] #corpgov,#dei [15] #dei,#inclusionmatters [14] #dei,#diversityandinclusion [14] #dei,#futureofmedia [14] disabilitychall,2022 [13] love,stories Top Word Pairs in Tweet in G8:
[73] nsf,funding [73] funding,opportunity [73] opportunity,cultural [73] cultural,transformation [73] transformation,geoscience [73] geoscience,community [73] community,share [73] share,widely [73] widely,#dei [73] #dei,#geosciences Top Word Pairs in Tweet in G9:
[32] miad,drjdrooghaag [22] sonyadreizler,livgagnon [22] livgagnon,ledaglyptis [22] ledaglyptis,barbmaclean [22] barbmaclean,tammybangs [22] tammybangs,jennifersertl [22] jennifersertl,stessacohen [22] stessacohen,rshawar [22] rshawar,sheminajiwani [22] sheminajiwani,miad Top Word Pairs in Tweet in G10:
[6] clinical,trial [5] honor,work [5] work,drquinncapers4 [5] drquinncapers4,drrobroswell [5] drrobroswell,dr [5] dr,paul [5] paul,douglass [5] douglass,imp [5] imp,message [5] message,racism Top Replied-To in Entire Graph:
Top Replied-To in G1:
Top Replied-To in G2:
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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 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: