The graph represents a network of 4,680 Twitter users whose tweets in the requested range contained "opendata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 December 2021 at 22:21 UTC.
The requested start date was Monday, 20 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 8-day, 15-hour, 26-minute period from Saturday, 11 December 2021 at 09:31 UTC to Monday, 20 December 2021 at 00:57 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 : 4680
Unique Edges : 3933
Edges With Duplicates : 11249
Total Edges : 15182
Number of Edge Types : 5
Tweet : 2884
Retweet : 3841
MentionsInRetweet : 5962
Replies to : 309
Mentions : 2186
Self-Loops : 2956
Reciprocated Vertex Pair Ratio : 0.0322054021964975
Reciprocated Edge Ratio : 0.0624011502516175
Connected Components : 474
Single-Vertex Connected Components : 143
Maximum Vertices in a Connected Component : 2911
Maximum Edges in a Connected Component : 11679
Maximum Geodesic Distance (Diameter) : 16
Average Geodesic Distance : 6.33938
Graph Density : 0.000317612975232125
Modularity : 0.436471
NodeXL Version : 1.0.1.447
Data Import : The graph represents a network of 4,680 Twitter users whose tweets in the requested range contained "opendata", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Monday, 20 December 2021 at 22:21 UTC.
The requested start date was Monday, 20 December 2021 at 01:01 UTC and the maximum number of days (going backward) was 14.
The maximum number of tweets collected was 7,500.
The tweets in the network were tweeted over the 8-day, 15-hour, 26-minute period from Saturday, 11 December 2021 at 09:31 UTC to Monday, 20 December 2021 at 00:57 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 : GraphServerTwitterSearch
Graph Term : opendata
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:
[1628] magnitude,earthquake [1628] earthquake,occurred [1628] 2021,12 [1628] utc,map [1614] map,#earthb0t [1612] #opendata,#data [1612] #earthb0t,#earthquake [1611] #noaa,#greatshakeout [1611] #greatshakeout,#letsbesafe [1611] #letsbesafe,#opendata Top Word Pairs in Tweet in G1:
[65] eo,browser [64] sentinel_hub,eo [60] copernicuseu,#copernicus [35] browser,3d [35] 3d,function [30] open,data [29] #copernicus,#opendata [29] #opendata,helps [29] helps,people [29] people,everyday Top Word Pairs in Tweet in G2:
[62] #openscience,#opendata [27] #opendata,#openscience [25] job,alert [25] alert,come [25] come,work [25] work,openresearchfg [25] openresearchfg,help [25] help,operationalize [25] operationalize,#openscience [25] #opendata,#openacess Top Word Pairs in Tweet in G3:
[63] #datascience,#nlp [60] #analytics,#python [59] #nlp,#data [57] #python,#coding [54] #bigdata,#datascience [51] #data,#analytics [48] #cybersecurity,#iot [47] #ml,#bigdata [46] #coding,#cybersecurity [43] #ai,#ml Top Word Pairs in Tweet in G4:
[28] research,manager [27] job,alert [27] alert,looking [27] looking,research [27] manager,join [27] join,remote [27] remote,first [27] first,team [27] team,make [27] make,sure Top Word Pairs in Tweet in G5:
[106] santepubliquefr,publie [105] selon,calculs [105] calculs,flodebarre [105] flodebarre,basés [105] basés,données [105] données,parcellaires [105] parcellaires,car [105] car,santepubliquefr [104] guillaumerozier,selon [104] publie,#opend Top Word Pairs in Tweet in G6:
[275] gt,currently [275] wildfires,burning [275] burning,total [275] acres,burned [165] total,124 [138] pm,gt [96] 124,806 [96] 806,91 [96] 91,acres [76] total,349 Top Word Pairs in Tweet in G7:
[54] gli,#opendata [41] #pnrr,openpolis [40] #opendata,#pnrr [38] openpolis,sono [38] sono,ora [38] ora,online [38] online,api [38] api,rest [38] rest,scaricabili [38] scaricabili,csv Top Word Pairs in Tweet in G8:
[133] african,leaders [133] leaders,use [133] use,#opendata [133] #opendata,fight [133] fight,deforestation [133] deforestation,illegal [133] illegal,mining [132] mining,#climatenext [131] aws_nonprofits,african [6] open,data Top Word Pairs in Tweet in G9:
[20] suchen,verstärkung [20] verstärkung,die [20] die,#ogd [20] #ogd,koordinationsstelle [20] koordinationsstelle,weitere [20] weitere,infos [20] infos,#opendata [20] #opendata,kanton_thurgau [20] wow,wow [19] ogd_tg,suchen Top Word Pairs in Tweet in G10:
[393] #datascience,#nlp [358] #analytics,#python [355] #nlp,#data [352] #python,#coding [298] #cybersecurity,#iot [286] #coding,#cybersecurity [277] #bigdata,#datascience [263] #data,#analytics [236] #iot,#javascript [223] #ml,#bigdata 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 G7:
Top Replied-To in G9:
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:
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Top Mentioned in G9:
Top Mentioned in G10:
Top Tweeters in Entire Graph:
Top Tweeters in G1:
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Top Tweeters in G5:
Top Tweeters in G6:
Top Tweeters in G7:
Top Tweeters in G8:
Top Tweeters in G9:
Top Tweeters in G10: