maghrebvoices, Twitter, 4/3/2022 9:30:53 PM, 274216
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maghrebvoices_2022-04-03_06-16-17.xlsx
maghrebvoices_2022-04-03_06-16-17.xlsx
View an interactive version of this graph (experimental)
From:
NodeXLExcelAutomator
Uploaded on:
April 03, 2022
Short Description:
maghrebvoices via NodeXL https://bit.ly/3JZN4Fb
@maghrebvoices
@harbaznabil
@boulaakoulabde2
@oualido
@globalimpactin2
@sidahmednhl14
@badro_ma
@kadorka75
@kokokok69414843
@jemii_zied

Top hashtags:
#تونس
#المغرب
#ليبيا
#الجزائر
#mig29
#رمضان
#البلدان_المغاربية

Description:
Description
The graph represents a network of 89 Twitter users whose tweets in the requested range contained "maghrebvoices", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 03 April 2022 at 13:21 UTC.

The requested start date was Sunday, 03 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 8-hour, 34-minute period from Sunday, 20 March 2022 at 10:55 UTC to Friday, 01 April 2022 at 19:30 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


Overall Graph Metrics
Vertices : 89
Unique Edges : 45
Edges With Duplicates : 312
Total Edges : 357
Number of Edge Types : 5
Retweet : 53
MentionsInRetweet : 67
Replies to : 19
Mentions : 15
Tweet : 203
Self-Loops : 203
Reciprocated Vertex Pair Ratio : 0.0108695652173913
Reciprocated Edge Ratio : 0.021505376344086
Connected Components : 12
Single-Vertex Connected Components : 6
Maximum Vertices in a Connected Component : 52
Maximum Edges in a Connected Component : 273
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.746005
Graph Density : 0.0118743615934627
Modularity : 0.245222
NodeXL Version : 1.0.1.449
Data Import : The graph represents a network of 89 Twitter users whose tweets in the requested range contained "maghrebvoices", or who were replied to or mentioned in those tweets. The network was obtained from the NodeXL Graph Server on Sunday, 03 April 2022 at 13:21 UTC.

The requested start date was Sunday, 03 April 2022 at 00:01 UTC and the maximum number of days (going backward) was 14.

The maximum number of tweets collected was 5,000.

The tweets in the network were tweeted over the 12-day, 8-hour, 34-minute period from Sunday, 20 March 2022 at 10:55 UTC to Friday, 01 April 2022 at 19:30 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 : maghrebvoices
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 Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top URLs in Tweet in Entire Graph:
[19] https://www.maghrebvoices.com/varieties/2022/03/31/%D8%AF%D8%B1%D8%A7%D8%B3%D8%A9-%D8%A3%D9%88%D9%84-%D8%A7%D8%B3%D8%AA%D8%BA%D9%84%D8%A7%D9%84-%D9%84%D9%84%D8%B2%D9%8A%D8%AA%D9%88%D9%86-%D8%A8%D8%A3%D9%81%D8%B1%D9%8A%D9%82%D9%8A%D8%A7-%D9%83%D8%A7%D9%86-%D9%81%D9%8A-%D8%A7%D9%84%D8%A8%D9%84%D8%AF-%D8%A7%D9%84%D9%85%D8%BA%D8%A7%D8%B1%D8%A8%D9%8A-100-%D8%A3%D9%84%D9%81-%D8%B9%D8%A7%D9%85
[18] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41477-022-01109-x
[4] https://www.maghrebvoices.com/2017/08/26/%D8%A8%D9%88%D8%B3%D8%A8%D9%8A%D8%B1-%D8%AD%D9%82%D8%A7%D8%A6%D9%82-%D8%A3%D8%B4%D9%87%D8%B1-%D8%AD%D9%8A-%D8%AF%D8%B9%D8%A7%D8%B1%D8%A9-%D9%81%D9%8A-%D9%85%D8%BA%D8%B1%D8%A8-%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%D8%B9%D9%85%D8%A7%D8%B1?amp
[3] https://www.maghrebvoices.com/tunisia/2022/03/29/%D9%84%D8%A5%D9%84%D8%BA%D8%A7%D8%A1-%D8%A7%D9%84%D8%A5%D8%AC%D8%B1%D8%A7%D8%A1%D8%A7%D8%AA-%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%D8%AB%D9%86%D8%A7%D8%A6%D9%8A%D8%A9-%D8%A8%D8%B1%D9%84%D9%85%D8%A7%D9%86-%D8%AA%D9%88%D9%86%D8%B3-%D8%A7%D9%84%D9%85%D8%AC%D9%85%D8%AF-%D9%8A%D8%B9%D9%84%D9%86-%D8%B9%D9%82%D8%AF-%D8%AC%D9%84%D8%B3%D8%A9-%D8%B9%D8%A7%D9%85%D8%A9-%D8%BA%D8%AF%D8%A7-%D8%A7%D9%84%D8%A3%D8%B1%D8%A8%D8%B9%D8%A7%D8%A1
[2] https://www.maghrebvoices.com/libya/2022/03/25/المخرج-زين-العابدين-مسلسلي-السابق-وصل-الطوارق-خارج-ليبيا-وهذه-قصة-حارس-الصحراء
[2] https://www.maghrebvoices.com/varieties/2022/03/30/%D8%A8%D9%82%D9%8A%D9%85%D8%A9-620-%D9%85%D9%84%D9%8A%D9%88%D9%86-%D8%AF%D9%88%D9%84%D8%A7%D8%B1-%D9%82%D8%B1%D8%A7%D8%B5%D9%86%D8%A9-%D9%8A%D8%B3%D8%B1%D9%82%D9%88%D9%86-%D8%B9%D9%85%D9%84%D8%A7%D8%AA-%D9%85%D8%B4%D9%81%D8%B1%D8%A9-%D9%84%D8%B9%D8%A8%D8%A9
[2] https://www.maghrebvoices.com/morocco/2022/03/23/%D8%AE%D9%84%D8%A7%D9%84-%D8%B2%D9%8A%D8%A7%D8%B1%D8%A9-%D9%84%D8%B3%D8%A8%D8%AA%D8%A9-%D8%B1%D8%A6%D9%8A%D8%B3-%D9%88%D8%B2%D8%B1%D8%A7%D8%A1-%D8%A5%D8%B3%D8%A8%D8%A7%D9%86%D9%8A%D8%A7-%D9%8A%D8%AA%D8%B9%D9%87%D8%AF-%D8%A8%D8%B9%D9%84%D8%A7%D9%82%D8%A7%D8%AA-%D8%A3%D9%83%D8%AB%D8%B1-%D9%85%D8%AA%D8%A7%D9%86%D8%A9-%D9%85%D8%B9-%D8%A7%D9%84%D9%85%D8%BA%D8%B1%D8%A8
[2] https://www.maghrebvoices.com/algeria/2022/03/25/%D8%B2%D9%85%D9%91%D9%88%D8%B1-%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%D8%B9%D9%85%D8%A7%D8%B1-%D8%A7%D9%84%D9%81%D8%B1%D9%86%D8%B3%D9%8A-%D9%84%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1-%D9%84%D9%8A%D8%B3-%D8%AC%D8%B1%D9%8A%D9%85%D8%A9-%D9%88%D8%B3%D8%A3%D9%86%D8%B4%D8%A6-%D9%88%D8%B2%D8%A7%D8%B1%D8%A9-%D9%84%D9%80%D8%B7%D8%B1%D8%AF-%D8%A7%D9%84%D9%85%D9%87%D8%A7%D8%AC%D8%B1%D9%8A%D9%86
[2] https://www.maghrebvoices.com/united-states/2022/03/25/%D9%81%D8%B9%D8%A7%D9%84%D9%8A%D8%A9-%D8%AB%D9%82%D8%A7%D9%81%D9%8A%D8%A9-%D8%A8%D8%AC%D8%A7%D9%85%D8%B9%D8%A9-%D9%81%D8%B1%D8%AC%D9%8A%D9%86%D9%8A%D8%A7-%D8%A7%D9%84%D8%A3%D9%85%D9%8A%D8%B1%D9%83%D9%8A%D8%A9-%D9%81%D9%8A-%D8%A7%D9%84%D8%B0%D9%83%D8%B1%D9%89-60-%D9%84%D8%A7%D8%B3%D8%AA%D9%82%D9%84%D8%A7%D9%84-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1
[2] https://www.maghrebvoices.com/latest-news/2022/03/25/%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1-%D9%88%D8%A7%D9%84%D9%85%D8%BA%D8%B1%D8%A8-%D9%88%D8%A5%D8%B3%D8%A8%D8%A7%D9%86%D9%8A%D8%A7-%D8%A3%D8%B2%D9%85%D8%A7%D8%AA-%D8%A8%D9%85%D9%84%D9%8A%D8%A7%D8%B1%D8%A7%D8%AA-%D8%A7%D9%84%D8%AF%D9%88%D9%84%D8%A7%D8%B1%D8%A7%D8%AA

Top URLs in Tweet in G1:
[2] https://www.maghrebvoices.com/morocco/2022/03/21/%D8%B1%D9%88%D9%8A%D8%AA%D8%B1%D8%B2-%D8%A7%D9%84%D9%85%D8%BA%D8%B1%D8%A8-%D9%8A%D8%B9%D9%8A%D8%AF-%D8%B3%D9%81%D9%8A%D8%B1%D8%AA%D9%87-%D8%A5%D8%B3%D8%A8%D8%A7%D9%86%D9%8A%D8%A7-%D8%AA%D9%88%D8%B6%D9%8A%D8%AD-%D8%A7%D9%84%D9%85%D9%88%D9%82%D9%81-%D8%A7%D9%84%D8%B5%D8%AD%D8%B1%D8%A7%D8%A1-%D8%A7%D9%84%D8%BA%D8%B1%D8%A8%D9%8A%D8%A9
[2] https://www.maghrebvoices.com/tunisia/2022/03/23/%D9%88%D8%B5%D9%88%D9%84-%D8%A3%D9%88%D9%84%D9%89-%D8%A7%D9%84%D8%B1%D8%AD%D9%84%D8%A7%D8%AA-%D8%A7%D9%84%D8%A8%D8%AD%D8%B1%D9%8A%D8%A9-%D8%A7%D9%84%D8%B3%D9%8A%D8%A7%D8%AD%D9%8A%D8%A9-%D8%AA%D9%88%D9%86%D8%B3-%D8%AA%D9%88%D9%82%D9%81-%D8%AF%D8%A7%D9%85-3-%D8%B3%D9%86%D9%88%D8%A7%D8%AA
[2] https://www.maghrebvoices.com/tunisia/2022/03/24/%D8%AA%D8%AD%D8%B0%D9%8A%D8%B1-%D8%B1%D8%B3%D9%85%D9%8A-%D9%81%D9%8A-%D8%AA%D9%88%D9%86%D8%B3-%D9%87%D8%AC%D9%85%D8%A7%D8%AA-%D8%A5%D9%84%D9%83%D8%AA%D8%B1%D9%88%D9%86%D9%8A%D8%A9-%D9%85%D9%82%D8%A7%D8%A8%D9%84-%D9%81%D8%AF%D9%8A%D8%A9
[2] https://www.maghrebvoices.com/algeria/2022/03/25/%D8%A5%D9%84%D8%A8%D8%A7%D9%8A%D9%8A%D8%B3-%D8%A5%D8%B3%D8%A8%D8%A7%D9%86%D9%8A%D8%A7-%D8%AA%D8%B3%D9%84%D9%85-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1-%D8%A7%D9%84%D8%B9%D8%B3%D9%83%D8%B1%D9%8A-%D8%A7%D9%84%D8%B3%D8%A7%D8%A8%D9%82-%D9%85%D8%AD%D9%85%D8%AF-%D8%A8%D9%86-%D8%AD%D9%84%D9%8A%D9%85%D8%A9
[2] https://www.maghrebvoices.com/morocco/2022/03/27/قال-المغاربة-يعانون-المجاعة-تصريحات-يوتيوبر-بقناة-إيطالية-تثير-جدلا
[2] https://www.maghrebvoices.com/algeria/2022/03/27/%D9%82%D8%A7%D9%84-%D9%86%D8%B5%D9%81-%D8%A3%D8%B7%D9%81%D8%A7%D9%84-%D8%A7%D9%84%D8%A8%D9%84%D8%AF-%D9%8A%D8%AA%D8%AE%D8%B7%D9%88%D8%A7-%D8%A7%D9%84%D8%AA%D8%B9%D9%84%D9%8A%D9%85-%D8%A7%D9%84%D8%A5%D8%AC%D8%A8%D8%A7%D8%B1%D9%8A-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1-%D8%AA%D9%86%D8%AA%D9%82%D8%AF-%D8%AA%D9%82%D8%B1%D9%8A%D8%B1%D8%A7-%D8%AD%D8%AF%D9%8A%D8%AB%D8%A7-%D9%84%D9%84%D9%8A%D9%88%D9%86%D9%8A%D8%B3%D9%8A%D9%81
[2] https://www.maghrebvoices.com/algeria/2022/03/27/ملفات-حساسة-توقظ-صراعا-محتدما-بين-الحكومة-الجزائرية-والنقابات
[2] https://www.maghrebvoices.com/tunisia/2022/03/29/%D9%84%D8%A5%D9%84%D8%BA%D8%A7%D8%A1-%D8%A7%D9%84%D8%A5%D8%AC%D8%B1%D8%A7%D8%A1%D8%A7%D8%AA-%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%D8%AB%D9%86%D8%A7%D8%A6%D9%8A%D8%A9-%D8%A8%D8%B1%D9%84%D9%85%D8%A7%D9%86-%D8%AA%D9%88%D9%86%D8%B3-%D8%A7%D9%84%D9%85%D8%AC%D9%85%D8%AF-%D9%8A%D8%B9%D9%84%D9%86-%D8%B9%D9%82%D8%AF-%D8%AC%D9%84%D8%B3%D8%A9-%D8%B9%D8%A7%D9%85%D8%A9-%D8%BA%D8%AF%D8%A7-%D8%A7%D9%84%D8%A3%D8%B1%D8%A8%D8%B9%D8%A7%D8%A1
[2] https://www.maghrebvoices.com/varieties/2022/03/30/%D8%A8%D9%82%D9%8A%D9%85%D8%A9-620-%D9%85%D9%84%D9%8A%D9%88%D9%86-%D8%AF%D9%88%D9%84%D8%A7%D8%B1-%D9%82%D8%B1%D8%A7%D8%B5%D9%86%D8%A9-%D9%8A%D8%B3%D8%B1%D9%82%D9%88%D9%86-%D8%B9%D9%85%D9%84%D8%A7%D8%AA-%D9%85%D8%B4%D9%81%D8%B1%D8%A9-%D9%84%D8%B9%D8%A8%D8%A9
[2] https://www.maghrebvoices.com/algeria/2022/04/01/%D9%88%D8%B2%D8%A7%D8%B1%D8%A9-%D8%A7%D9%84%D8%AA%D8%AC%D8%A7%D8%B1%D8%A9-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1%D9%8A%D8%A9-%D8%AA%D8%B9%D9%84%D9%86-%D9%82%D8%A7%D8%A6%D9%85%D8%A9-%D9%85%D9%86%D8%AA%D8%AC%D8%A7%D8%AA-%D8%BA%D8%B0%D8%A7%D8%A6%D9%8A%D8%A9-%D9%85%D9%85%D9%86%D9%88%D8%B9%D8%A9-%D8%A7%D9%84%D8%AA%D8%B5%D8%AF%D9%8A%D8%B1

Top URLs in Tweet in G2:
[17] https://www.maghrebvoices.com/varieties/2022/03/31/%D8%AF%D8%B1%D8%A7%D8%B3%D8%A9-%D8%A3%D9%88%D9%84-%D8%A7%D8%B3%D8%AA%D8%BA%D9%84%D8%A7%D9%84-%D9%84%D9%84%D8%B2%D9%8A%D8%AA%D9%88%D9%86-%D8%A8%D8%A3%D9%81%D8%B1%D9%8A%D9%82%D9%8A%D8%A7-%D9%83%D8%A7%D9%86-%D9%81%D9%8A-%D8%A7%D9%84%D8%A8%D9%84%D8%AF-%D8%A7%D9%84%D9%85%D8%BA%D8%A7%D8%B1%D8%A8%D9%8A-100-%D8%A3%D9%84%D9%81-%D8%B9%D8%A7%D9%85
[17] https://idp.nature.com/authorize?response_type=cookie&client_id=grover&redirect_uri=https%3A%2F%2Fwww.nature.com%2Farticles%2Fs41477-022-01109-x

Top URLs in Tweet in G3:
[1] https://www.maghrebvoices.com/morocco/2022/03/27/%D9%82%D8%A7%D9%84-%D8%A7%D9%84%D9%85%D8%BA%D8%A7%D8%B1%D8%A8%D8%A9-%D9%8A%D8%B9%D8%A7%D9%86%D9%88%D9%86-%D8%A7%D9%84%D9%85%D8%AC%D8%A7%D8%B9%D8%A9-%D8%AA%D8%B5%D8%B1%D9%8A%D8%AD%D8%A7%D8%AA-%D9%8A%D9%88%D8%AA%D9%8A%D9%88%D8%A8%D8%B1-%D8%A8%D9%82%D9%86%D8%A7%D8%A9-%D8%A5%D9%8A%D8%B7%D8%A7%D9%84%D9%8A%D8%A9-%D8%AA%D8%AB%D9%8A%D8%B1-%D8%AC%D8%AF%D9%84%D8%A7

Top URLs in Tweet in G4:
[4] https://www.maghrebvoices.com/2017/08/26/%D8%A8%D9%88%D8%B3%D8%A8%D9%8A%D8%B1-%D8%AD%D9%82%D8%A7%D8%A6%D9%82-%D8%A3%D8%B4%D9%87%D8%B1-%D8%AD%D9%8A-%D8%AF%D8%B9%D8%A7%D8%B1%D8%A9-%D9%81%D9%8A-%D9%85%D8%BA%D8%B1%D8%A8-%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%D8%B9%D9%85%D8%A7%D8%B1?amp

Top URLs in Tweet in G5:
[1] https://www.maghrebvoices.com/2017/08/26/%D8%A8%D9%88%D8%B3%D8%A8%D9%8A%D8%B1-%D8%AD%D9%82%D8%A7%D8%A6%D9%82-%D8%A3%D8%B4%D9%87%D8%B1-%D8%AD%D9%8A-%D8%AF%D8%B9%D8%A7%D8%B1%D8%A9-%D9%81%D9%8A-%D9%85%D8%BA%D8%B1%D8%A8-%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%D8%B9%D9%85%D8%A7%D8%B1

Top URLs in Tweet in G6:
[1] https://www.maghrebvoices.com/latest-news/2022/03/20/%D8%A5%D8%B3%D8%A8%D8%A7%D9%86%D9%8A%D8%A7-%D8%AA%D8%A4%D9%83%D8%AF-%D8%A3%D9%86%D9%87%D8%A7-%D8%A3%D8%A8%D9%84%D8%BA%D8%AA-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1-%D9%85%D8%B3%D8%A8%D9%82%D9%8B%D8%A7-%D8%A8%D8%AA%D8%BA%D9%8A%D9%8A%D8%B1-%D9%85%D9%88%D9%82%D9%81%D9%87%D8%A7-%D8%A7%D9%84%D8%B5%D8%AD%D8%B1%D8%A7%D8%A1-%D8%A7%D9%84%D8%BA%D8%B1%D8%A8%D9%8A%D8%A9
[1] https://twitter.com/maghrebvoices/status/1507054639371280397
[1] http://www.maghrebvoices.com/2018/06/06/%D8
[1] https://ar.m.wikipedia.org/wiki/%D8%AD%D8
[1] https://www.facebook.com/watch/?v=860051684867436&extid=NS-UNK-UNK-UNK-AN_GK0T-GK1C&ref=sharing
[1] https://www.maghrebvoices.com/morocco/2022/03/28/%D8%A8%D9%84%D9%8A%D9%86%D9%83%D9%86-%D9%8A%D8%AD%D9%84-%D9%81%D9%8A-%D8%A7%D9%84%D8%B1%D8%A8%D8%A7%D8%B7-%D8%A7%D9%84%D8%A5%D8%AB%D9%86%D9%8A%D9%86-%D9%88%D9%88%D8%A7%D8%B4%D9%86%D8%B7%D9%86-%D8%AA%D8%AC%D8%AF%D8%AF-%D8%AF%D8%B9%D9%85%D9%87%D8%A7-%D9%84%D9%85%D9%82%D8%AA%D8%B1%D8%AD-%D8%A7%D9%84%D8%AD%D9%83%D9%85-%D8%A7%D9%84%D8%B0%D8%A7%D8%AA%D9%8A
[1] https://www.maghrebvoices.com/varieties/2022/03/31/%D8%AF%D8%B1%D8%A7%D8%B3%D8%A9-%D8%A3%D9%88%D9%84-%D8%A7%D8%B3%D8%AA%D8%BA%D9%84%D8%A7%D9%84-%D9%84%D9%84%D8%B2%D9%8A%D8%AA%D9%88%D9%86-%D8%A8%D8%A3%D9%81%D8%B1%D9%8A%D9%82%D9%8A%D8%A7-%D9%83%D8%A7%D9%86-%D9%81%D9%8A-%D8%A7%D9%84%D8%A8%D9%84%D8%AF-%D8%A7%D9%84%D9%85%D8%BA%D8%A7%D8%B1%D8%A8%D9%8A-100-%D8%A3%D9%84%D9%81-%D8%B9%D8%A7%D9%85
[1] https://www.maghrebvoices.com/libya/2022/03/25/المخرج-زين-العابدين-مسلسلي-السابق-وصل-الطوارق-خارج-ليبيا-وهذه-قصة-حارس-الصحراء
[1] https://www.maghrebvoices.com/trends/2022/03/25/5-%D8%A7%D8%B9%D8%AA%D8%AF%D8%A7%D8%A1%D8%A7%D8%AA-%D8%AC%D9%86%D8%B3%D9%8A%D8%A9-%D8%A3%D8%B7%D9%81%D8%A7%D9%84-%D8%A8%D9%85%D9%88%D8%B1%D9%8A%D8%AA%D8%A7%D9%86%D9%8A%D8%A7-%D8%AE%D9%84%D8%A7%D9%84-10-%D8%A3%D9%8A%D8%A7%D9%85-%D8%AA%D8%B3%D8%A7%D8%A4%D9%84%D8%A7%D8%AA-%D8%A7%D9%84%D8%AC%D9%86%D8%A7%D8%A9-%D9%88%D8%A7%D9%84%D8%B9%D9%82%D9%88%D8%A8%D8%A9

Top URLs in Tweet in G8:
[1] https://www.maghrebvoices.com/algeria/2022/03/10/%D8%AE%D9%84%D9%81%D9%8A%D8%A9-%D8%A7%D9%84%D8%AD%D8%B1%D8%A8-%D8%A8%D8%A3%D9%88%D9%83%D8%B1%D8%A7%D9%86%D9%8A%D8%A7-%D8%A7%D9%84%D8%AC%D8%B2%D8%A7%D8%A6%D8%B1-%D8%AA%D9%82%D8%AA%D9%86%D9%8A-700-%D8%A3%D9%84%D9%81-%D8%B7%D9%86-%D8%A7%D9%84%D9%82%D9%85%D8%AD
[1] https://www.maghrebvoices.com/tunisia/2022/03/29/%D8%A7%D9%84%D9%82%D8%B6%D8%A7%D8%A1-%D8%A7%D9%84%D8%B9%D8%B3%D9%83%D8%B1%D9%8A-%D8%A7%D9%84%D8%AA%D9%88%D9%86%D8%B3%D9%8A-%D9%8A%D8%A4%D8%AC%D9%84-%D8%A7%D9%84%D9%86%D8%B8%D8%B1-%D9%81%D9%8A-%D9%82%D8%B6%D9%8A%D8%A9-%D8%A7%D9%82%D8%AA%D8%AD%D8%A7%D9%85-%D8%A7%D9%84%D9%85%D8%B7%D8%A7%D8%B1
[1] https://www.maghrebvoices.com/tunisia/2022/03/29/%D8%AA%D8%B5%D8%B9%D9%8A%D8%AF-%D8%B3%D9%8A%D8%A7%D8%B3%D9%8A-%D9%85%D8%AD%D9%84%D9%8A-%D9%85%D8%B3%D8%A4%D9%88%D9%84%D8%A9-%D8%A3%D9%85%D9%8A%D8%B1%D9%83%D9%8A%D8%A9-%D8%AA%D8%B9%D8%A8%D9%91%D8%B1-%D9%82%D9%84%D9%82%D9%87%D8%A7-%D8%A5%D8%B2%D8%A7%D8%A1-%D8%A7%D9%84%D8%AF%D9%8A%D9%85%D9%82%D8%B1%D8%A7%D8%B7%D9%8A%D8%A9-%D8%A8%D8%AA%D9%88%D9%86%D8%B3%C2%A0
[1] https://www.maghrebvoices.com/tunisia/2022/03/29/%D9%84%D8%A5%D9%84%D8%BA%D8%A7%D8%A1-%D8%A7%D9%84%D8%A5%D8%AC%D8%B1%D8%A7%D8%A1%D8%A7%D8%AA-%D8%A7%D9%84%D8%A7%D8%B3%D8%AA%D8%AB%D9%86%D8%A7%D8%A6%D9%8A%D8%A9-%D8%A8%D8%B1%D9%84%D9%85%D8%A7%D9%86-%D8%AA%D9%88%D9%86%D8%B3-%D8%A7%D9%84%D9%85%D8%AC%D9%85%D8%AF-%D9%8A%D8%B9%D9%84%D9%86-%D8%B9%D9%82%D8%AF-%D8%AC%D9%84%D8%B3%D8%A9-%D8%B9%D8%A7%D9%85%D8%A9-%D8%BA%D8%AF%D8%A7-%D8%A7%D9%84%D8%A3%D8%B1%D8%A8%D8%B9%D8%A7%D8%A1
[1] https://www.maghrebvoices.com/trends/2022/03/27/%D9%85%D8%B9%D8%A7%D9%86%D8%A7%D8%A9-%D9%81%D9%8A-%D8%B1%D9%85%D8%B6%D8%A7%D9%86-%D8%A7%D8%B1%D8%AA%D9%81%D8%A7%D8%B9-%D8%A7%D9%84%D8%A3%D8%B3%D8%B9%D8%A7%D8%B1-%D8%A7%D9%84%D8%B9%D8%A7%D9%84%D9%85%D9%8A-%D9%8A%D8%B6%D8%A7%D8%B9%D9%81-%D8%AA%D9%83%D9%84%D9%81%D8%A9-%D9%85%D8%A7%D8%A6%D8%AF%D8%A9-%D8%A7%D9%84%D8%A5%D9%81%D8%B7%D8%A7%D8%B1
[1] https://www.maghrebvoices.com/tunisia/2022/03/26/%D8%A7%D9%84%D8%A5%D9%81%D8%B1%D8%A7%D8%AC-%D8%B5%D8%AD%D9%81%D9%8A-%D8%AA%D9%88%D9%86%D8%B3%D9%8A-%D8%B1%D9%81%D8%B6-%D9%83%D8%B4%D9%81-%D9%85%D8%B5%D8%A7%D8%AF%D8%B1%D9%87-%D9%88%D8%A7%D9%84%D9%86%D9%82%D8%A7%D8%A8%D8%A9-%D8%AA%D9%82%D8%B1%D8%B1-%D8%A5%D8%B6%D8%B1%D8%A7%D8%A8%D8%A7-%D8%B9%D8%A7%D9%85%D8%A7
[1] https://www.maghrebvoices.com/trends/2022/03/23/%D8%AA%D8%B5%D9%84-%D8%A7%D9%84%D8%B3%D8%AC%D9%86-%D8%A7%D9%84%D9%85%D8%A4%D8%A8%D8%AF-%D8%B9%D9%82%D9%88%D8%A8%D8%A7%D8%AA-%D8%A7%D9%84%D9%85%D8%B6%D8%A7%D8%B1%D8%A8%D8%A9-%D8%AA%D8%AB%D9%8A%D8%B1-%D8%AC%D8%AF%D9%84%D8%A7-%D9%81%D9%8A-%D8%AA%D9%88%D9%86%D8%B3
[1] https://www.maghrebvoices.com/latest-news/2022/03/22/%D9%85%D8%B1%D9%83%D8%B2-%D8%A3%D9%85%D9%8A%D8%B1%D9%83%D9%8A-%D8%A7%D9%84%D8%AC%D9%81%D8%A7%D9%81-%D9%88%D8%AD%D8%B1%D8%A8-%D8%A3%D9%88%D9%83%D8%B1%D8%A7%D9%86%D9%8A%D8%A7-%D8%B9%D8%A7%D8%B5%D9%81%D8%A9-%D9%85%D9%83%D8%AA%D9%85%D9%84%D8%A9-%D8%A7%D9%84%D8%A3%D8%B1%D9%83%D8%A7%D9%86-%D8%AA%D9%87%D8%AF%D8%AF-%D8%AF%D9%88%D9%84%D8%A7-%D9%85%D8%BA%D8%A7%D8%B1%D8%A8%D9%8A%D8%A9
[1] https://www.maghrebvoices.com/cve/2022/03/28/%D8%A8%D9%8A%D9%86%D9%87%D8%A7-%D8%AE%D9%84%D9%8A%D8%A9-%D9%85%D8%AA%D8%B4%D8%AF%D8%AF%D8%A7%D8%AA-5-%D8%A3%D8%AE%D8%B7%D8%B1-%D8%AA%D9%86%D8%B8%D9%8A%D9%85%D8%A7%D8%AA-%D8%A5%D8%B1%D9%87%D8%A7%D8%A8%D9%8A%D8%A9-%D9%81%D9%83%D9%83%D9%87%D8%A7-%D8%A3%D9%85%D9%86-%D8%AA%D9%88%D9%86%D8%B3
[1] https://www.maghrebvoices.com/trends/2022/03/28/%D8%A7%D9%84%D9%85%D8%B7%D9%85%D9%88%D8%B1%D8%A9-%D8%B3%D9%84%D8%A7%D8%AD-%D8%A7%D9%84%D9%85%D8%BA%D8%A7%D8%B1%D8%A8%D9%8A%D9%8A%D9%86-%D9%84%D9%85%D9%88%D8%A7%D8%AC%D9%87%D8%A9-%D8%A7%D9%84%D8%AC%D9%81%D8%A7%D9%81-%D9%88%D8%A7%D9%84%D8%AD%D8%B1%D9%88%D8%A8-%D9%88%D8%A7%D9%84%D9%85%D8%AC%D8%A7%D8%B9%D8%A7%D8%AA

Top URLs in Tweet in G9:
[1] https://www.facebook.com/maghrebvoices/videos/381261086857845/?extid=NS-UNK-UNK-UNK-AN_GK0T-GK1C&ref=sharing

Top Domains
Top Domains in Tweet in Entire Graph:
[229] maghrebvoices.com
[18] nature.com
[3] twitter.com
[2] facebook.com
[1] wikipedia.org

Top Domains in Tweet in G1:
[167] maghrebvoices.com
[2] twitter.com
[1] nature.com

Top Domains in Tweet in G2:
[17] maghrebvoices.com
[17] nature.com

Top Domains in Tweet in G3:
[1] maghrebvoices.com

Top Domains in Tweet in G4:
[4] maghrebvoices.com

Top Domains in Tweet in G5:
[1] maghrebvoices.com

Top Domains in Tweet in G6:
[6] maghrebvoices.com
[1] twitter.com
[1] wikipedia.org
[1] facebook.com

Top Domains in Tweet in G8:
[33] maghrebvoices.com

Top Domains in Tweet in G9:
[1] facebook.com

Top Hashtags
Top Hashtags in Tweet in Entire Graph:
[8] تونس
[7] المغرب
[7] ليبيا
[4] الجزائر
[4] mig29
[3] رمضان
[3] البلدان_المغاربية
[3] مؤشر_السعادة_العالمي
[2] الصحراء_الغربية
[2] الاستعمار_الفرنسي



Top Hashtags in Tweet in G1:
[1] نطالب_الفيفا_بأعادة_مبراة_الجزائر_والكميرون
[1] we_demand_fifa_to_return_the_sharpener_to_algeria_and_cameroon
[1] exigimos_a_la_fifa_que_devuelva_el_afilador_a_argelia_y_camerún
[1] chiediamo_alla_fifa_di_restituire_laffilacoltell_in_algeria_e_camerun
[1] wir_ford
[1] للمنتخب_الوطني_المغربي

Top Hashtags in Tweet in G6:
[2] رمضان
[1] بلينكن
[1] الحكم_الذاتي
[1] الصحراء_الغربية
[1] المغرب
[1] الجزائز
[1] ياسين_بونو
[1] قطر2022
[1] حارس_الصحراء
[1] ليبيا

Top Hashtags in Tweet in G7:
[4] mig29

Top Hashtags in Tweet in G8:
[8] تونس
[6] ليبيا
[6] المغرب
[4] الجزائر
[3] البلدان_المغاربية
[3] مؤشر_السعادة_العالمي
[2] الأسعار
[2] الحرب
[2] الجفاف
[2] تطرف

Top Hashtags in Tweet in G9:
[2] femaleentrepreneurship
[2] morocco

Top Words
Top Words in Tweet in Entire Graph:
[128] في
[65] من
[36] maghrebvoices
[36] عن
[28] الجزائر
[27] على
[25] المغرب
[22] تونس
[21] المغاربية
[20] إن

Top Words in Tweet in G1:
[63] في
[35] من
[33] maghrebvoices
[24] الجزائر
[22] المغرب
[20] تونس
[20] عن
[15] المغاربية
[15] روسيا
[15] 2021

Top Words in Tweet in G2:
[17] التفاصيل
[17] المصدر
[16] harbaznabil

Top Words in Tweet in G3:
[11] هذا
[10] قال
[10] إن
[10] المغاربة
[10] يعانون
[10] المجاعة
[10] تصريحات
[10] يوتيوبر
[10] بقناة
[10] إيطالية

Top Words in Tweet in G4:
[5] في
[3] ثورة
[2] وقت
[2] كنا
[2] الجنود
[2] الفرنسين
[2] من
[2] الجزائر

Top Words in Tweet in G6:
[2] ا
[2] في
[2] #رمضان

Top Words in Tweet in G7:
[4] crash
[4] avion
[4] chasse
[4] armée
[4] air
[4] algérienne
[4] type
[4] #mig29
[4] immédiatement
[4] après

Top Words in Tweet in G8:
[58] في
[28] من
[14] عن
[12] على
[11] و
[8] #تونس
[8] إلى
[8] مع
[7] الأميركية
[6] #ليبيا

Top Words in Tweet in G9:
[2] last
[2] weekend
[2] essaouira
[2] awe
[2] alumni
[2] douar_tech
[2] usembmorocco
[2] #femaleentrepreneurship
[2] #morocco

Top Words in Tweet in G10:
[2] wld_maghrib
[2] maghrebvoices
[2] سرا
[2] صديقي
[2] وليس
[2] علنا
[2] ممنوع
[2] فلا
[2] تكن
[2] غبي

Top Word Pairs
Top Word Pairs in Tweet in Entire Graph:
[18] التفاصيل,المصدر
[17] harbaznabil,التفاصيل
[14] الصادرات,المغاربية
[14] المغاربية,نحو
[14] نحو,روسيا
[14] روسيا,سنة
[14] سنة,2021
[14] 2021,maghrebvoices
[14] قال,إن
[13] oualido,الصادرات

Top Word Pairs in Tweet in G1:
[14] الصادرات,المغاربية
[14] المغاربية,نحو
[14] نحو,روسيا
[14] روسيا,سنة
[14] سنة,2021
[14] 2021,maghrebvoices
[13] oualido,الصادرات
[10] في,تونس
[5] في,الجزائر
[5] في,المغرب

Top Word Pairs in Tweet in G2:
[17] التفاصيل,المصدر
[16] harbaznabil,التفاصيل

Top Word Pairs in Tweet in G3:
[10] قال,إن
[10] إن,المغاربة
[10] المغاربة,يعانون
[10] يعانون,المجاعة
[10] المجاعة,تصريحات
[10] تصريحات,يوتيوبر
[10] يوتيوبر,بقناة
[10] بقناة,إيطالية
[10] إيطالية,تثير
[10] تثير,جدلا

Top Word Pairs in Tweet in G4:
[3] في,ثورة
[2] وقت,كنا
[2] كنا,في
[2] الجنود,الفرنسين

Top Word Pairs in Tweet in G7:
[4] crash,avion
[4] avion,chasse
[4] chasse,armée
[4] armée,air
[4] air,algérienne
[4] algérienne,type
[4] type,#mig29
[4] #mig29,immédiatement
[4] immédiatement,après
[4] après,décollage

Top Word Pairs in Tweet in G8:
[4] البلدان,المغاربية
[3] #ليبيا,تتصدر
[3] تتصدر,ترتيب
[3] ترتيب,#البلدان_المغاربية
[3] #البلدان_المغاربية,في
[3] في,#مؤشر_السعادة_العالمي
[3] #مؤشر_السعادة_العالمي,واصلت
[3] واصلت,ليبيا
[3] ليبيا,تصدرها
[3] تصدرها,ترتيب

Top Word Pairs in Tweet in G9:
[2] last,weekend
[2] weekend,essaouira
[2] essaouira,awe
[2] awe,alumni
[2] alumni,douar_tech
[2] douar_tech,usembmorocco
[2] usembmorocco,#femaleentrepreneurship
[2] #femaleentrepreneurship,#morocco

Top Word Pairs in Tweet in G10:
[2] wld_maghrib,maghrebvoices
[2] maghrebvoices,سرا
[2] سرا,صديقي
[2] صديقي,وليس
[2] وليس,علنا
[2] فلا,تكن
[2] تكن,غبي
[2] غبي,مثلهم

Top Replied-To
Top Mentioned
Top Mentioned in Entire Graph:
@maghrebvoices
@harbaznabil
@oualido
@badro_ma
@jemii_zied
@globalimpactin2
@douar_tech
@usembmorocco
@asharifelidrisi
@larasaoudi5

Top Mentioned in G1:
@maghrebvoices
@oualido
@harbaznabil

Top Mentioned in G2:
@harbaznabil

Top Mentioned in G3:
@badro_ma

Top Mentioned in G4:
@blabel50972897
@ridouaneerramd1
@2nd_hmeghribi

Top Mentioned in G5:
@asharifelidrisi
@larasaoudi5
@ibrahim02950325
@samahegyptmaroc
@mouhcine404

Top Mentioned in G7:
@globalimpactin2
@maghrebvoices

Top Mentioned in G8:
@jemii_zied

Top Mentioned in G9:
@douar_tech
@usembmorocco
@beehane

Top Mentioned in G10:
@maghrebvoices

Top Tweeters
Top Tweeters in Entire Graph:
@iimwaldee
@taraq28202421
@shrinkdr
@mohamdamine11
@alahrash7
@khanhilid
@ahmaddaoud14
@hanoudlalla
@badro_ma
@mehdiwann

Top Tweeters in G1:
@alahrash7
@elmardi0107
@maghrebvoices
@hassanmez
@cestartichaut
@imanour
@oualido
@medhnk3
@imed_omdaa
@dhbyslyman

Top Tweeters in G2:
@mohamdamine11
@sidihamzad
@glafhal
@sisi07765925
@photopoete73
@iguidrnatlas
@elabbas63528308
@abel_chengly
@sissi_imp
@fatyworld2

Top Tweeters in G3:
@hanoudlalla
@badro_ma
@mehdiwann
@rosa36039903
@patrick93945507
@el_idrissi_34
@mo_ro_cco_17
@ilesttemps212
@aminelazaar7
@matmus08006941

Top Tweeters in G4:
@ahmaddaoud14
@blabel50972897
@monacv5
@2nd_hmeghribi
@kadorka75
@ridouaneerramd1
@elansiabdellah
@zino26748917

Top Tweeters in G5:
@samahegyptmaroc
@asharifelidrisi
@fouadrharbi
@mouhcine404
@ibrahim02950325
@kokokok69414843
@larasaoudi5

Top Tweeters in G6:
@iimwaldee
@khanhilid
@ausacoalition
@er1472kop
@hanachrif6
@ibrahimmetar

Top Tweeters in G7:
@tchalaaa94
@frombuuutogoku
@globalimpactin2
@adkadma

Top Tweeters in G8:
@taraq28202421
@shrinkdr
@jemii_zied

Top Tweeters in G9:
@usembmorocco
@beehane
@douar_tech

Top Tweeters in G10:
@wld_maghrib
@sidahmednhl14


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Insights into news and social media from MBN
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