The graph represents a network of 529 Twitter users whose recent tweets contained "(Unemployment OR Workforce) Nonprofit", 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, 20 May 2020 at 01:26 UTC.
The tweets in the network were tweeted over the 8-day, 10-hour, 17-minute period from Monday, 11 May 2020 at 14:43 UTC to Wednesday, 20 May 2020 at 01:01 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 : 529
Unique Edges : 1234
Edges With Duplicates : 40
Total Edges : 1274
Number of Edge Types : 5
Replies to : 33
Retweet : 369
MentionsInRetweet : 708
Mentions : 73
Tweet : 91
Self-Loops : 91
Reciprocated Vertex Pair Ratio : 0.010371650821089
Reciprocated Edge Ratio : 0.0205303678357571
Connected Components : 107
Single-Vertex Connected Components : 62
Maximum Vertices in a Connected Component : 236
Maximum Edges in a Connected Component : 859
Maximum Geodesic Distance (Diameter) : 8
Average Geodesic Distance : 2.426696
Graph Density : 0.00418528384029329
Modularity : 0.523742
NodeXL Version : 1.0.1.433
Data Import : The graph represents a network of 529 Twitter users whose recent tweets contained "(Unemployment OR Workforce) Nonprofit", 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, 20 May 2020 at 01:26 UTC.
The tweets in the network were tweeted over the 8-day, 10-hour, 17-minute period from Monday, 11 May 2020 at 14:43 UTC to Wednesday, 20 May 2020 at 01:01 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 : (Unemployment OR Workforce) Nonprofit
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 G2:
[194] nonprofit,workforce [194] senate,democrats [194] democrats,introduce [194] introduce,bill [194] bill,boost [194] boost,nonprofit [194] workforce,coronavirus [194] coronavirus,crushes [194] crushes,resources [194] nonprofit,organization Top Word Pairs in Tweet in G3:
[19] amy,klobuchar [18] nonprofit,workforce [18] senate,democrats [18] democrats,led [18] led,amy [18] klobuchar,introduce [13] boost,nonprofit [13] workforce,coronavirus [13] coronavirus,crushes [5] crushes,resources Top Word Pairs in Tweet in G4:
[34] gavinnewsom,lorenasgonzalez [20] lorenasgonzalez,ca [18] ca,unemployment [18] unemployment,nearly [18] nearly,double [18] double,national [18] national,unemployment [18] unemployment,rate [18] rate,prob [18] prob,signed Top Word Pairs in Tweet in G5:
[22] spouse,offered [22] offered,same [22] same,nonprofit [22] nonprofit,job [22] job,back [22] back,25 [22] 25,reduced [22] reduced,pay [22] pay,nonprofit [22] nonprofit,pay Top Word Pairs in Tweet in G6:
[20] power,nonprofit [20] nonprofit,workforce [20] 28,4pm [20] fundthepeople,online [20] online,briefing [20] economic,amp [20] amp,social [20] social,power [20] invite,learn [20] learn,power Top Word Pairs in Tweet in G7:
[10] see,#unemployment [10] #unemployment,rise [6] rise,nonprofit [6] nonprofit,community [6] community,health [6] health,plans [6] plans,helping [6] helping,millions [4] millions,americans [4] americans,keep Top Word Pairs in Tweet in G8:
[4] kentucky,louisville [4] louisville,nonprofit [4] nonprofit,water [4] water,blessings [4] blessings,forced [4] forced,furlough [4] furlough,entire [4] entire,workforce [4] workforce,fortunately [4] fortunately,furloughed Top Word Pairs in Tweet in G9:
[14] senate,democrats [14] democrats,introduce [14] introduce,bill [14] bill,boost [14] boost,nonprofit [14] nonprofit,workforce [14] workforce,coronavirus [14] coronavirus,crushes [14] crushes,resources [14] amid,coronavirus Top Word Pairs in Tweet in G10:
[9] modern,workplace [9] workplace,open [9] open,collaborative [9] collaborative,secure [9] secure,mobile [9] mobile,view [9] view,modern [9] modern,workforce [9] workforce,training [2] training,office Top Replied-To in Entire Graph:
Top Replied-To in G2:
Top Replied-To in G4:
Top Mentioned in Entire Graph:
Top Mentioned in G1:
Top Mentioned in G3:
Top Mentioned in G4:
Top Mentioned in G6:
Top Mentioned in G7:
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: