covid, YouTube, 3/11/2020 6:42:27 PM, 222720

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YouTube Video Network covid

View an interactive version of this graph (experimental)

From:

marc_smith

Uploaded on:

March 11, 2020

Short Description:

covid via NodeXL http://bit.ly/2IBq6WQ
@PJ8q4_V-nuI
@gphdHiXZkio
@9k55xdwKJTw
@8kOT2Jc6Pzk
@J933jbhF6Jo
@AXuhEtqTVFA
@-xdfnuBfriM
@AEiy4E_jXLM
@RkxdDpma5mI
@Mm7UrZeu-74

Top hashtags:

Description:

Description

The graph represents the network of YouTube videos whose title, keywords, description, categories, or author's username contain "covid". The network was obtained from YouTube on Wednesday, 11 March 2020 at 18:34 UTC.

The network was limited to 100 videos.

There is an edge for each pair of videos commented on by the same user.

The graph is undirected.

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.

Overall Graph Metrics

Vertices : 100
Unique Edges : 196
Edges With Duplicates : 1263
Total Edges : 1459
Self-Loops : 0
Reciprocated Vertex Pair Ratio : Not Applicable
Reciprocated Edge Ratio : Not Applicable
Connected Components : 23
Single-Vertex Connected Components : 21
Maximum Vertices in a Connected Component : 76
Maximum Edges in a Connected Component : 1455
Maximum Geodesic Distance (Diameter) : 5
Average Geodesic Distance : 2.243734
Graph Density : 0.0806060606060606
Modularity : 0.159909
NodeXL Version : 1.0.1.427

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality

	PJ8q4_V-nuI

	gphdHiXZkio

	9k55xdwKJTw

	8kOT2Jc6Pzk

	J933jbhF6Jo

	AXuhEtqTVFA

	-xdfnuBfriM

	AEiy4E_jXLM

	RkxdDpma5mI

	Mm7UrZeu-74

Top URLs

Top URLs In Video1 Comment in Entire Graph:
[48] https://m.youtube.com/watch?v=mNMdg4morQs https://m.youtube.com/watch?v=mNMdg4morQs
[15] https://m.youtube.com/watch?v=8o_uXF9B4KI https://m.youtube.com/watch?v=8o_uXF9B4KI
[7] https://www.youtube.com/watch?v=puDSHN703YQ&t=2m30s

[6] https://youtu.be/IWKCTsGYwuM https://youtu.be/IWKCTsGYwuM
[4] https://www.youtube.com/watch?v=kURx8aGSQsQ&t https://www.youtube.com/watch?v=kURx8aGSQsQ&t

[2] https://www.medcram.com/ https://www.MedCram.com https://youtu.be/Eeh054-Hx1U https://youtu.be/Eeh054-Hx1U https://youtu.be/7YI2tOoVVpk https://youtu.be/7YI2tOoVVpk https://youtu.be/gmqgGwT6bw0 https://youtu.be/gmqgGwT6bw0 https://youtu.be/XjEacUyp4vY https://youtu.be/XjEacUyp4vY https://youtu.be/quDYb_x54DM https://youtu.be/quDYb_x54DM https://youtu.be/xQwfuJgJ9lo https://youtu.be/xQwfuJgJ9lo https://youtu.be/bV1CZxJ-uvU https://youtu.be/bV1CZxJ-uvU https://youtu.be/UImSVhLLeGY https://youtu.be/UImSVhLLeGY https://youtu.be/wFoj2L2LpNA https://youtu.be/wFoj2L2LpNA https://youtu.be/JGhwAGiAnJo https://youtu.be/JGhwAGiAnJo https://youtu.be/OqpHvK0XADY https://youtu.be/OqpHvK0XADY https://youtu.be/9BYaywITXYk https://youtu.be/9BYaywITXYk https://youtu.be/Ka48UZDDzLY https://youtu.be/Ka48UZDDzLY https://youtu.be/4HK9QEy1KJ8 https://youtu.be/4HK9QEy1KJ8 https://youtu.be/vE4pBkslqS4 https://youtu.be/vE4pBkslqS4 https://youtu.be/wlbM6VVkVZM https://youtu.be/wlbM6VVkVZM https://youtu.be/qqZYEgREuZ8 https://youtu.be/qqZYEgREuZ8 https://youtu.be/o804wu5h_ms https://youtu.be/o804wu5h_ms https://youtu.be/pDnmHu8x9C4 https://youtu.be/pDnmHu8x9C4 https://youtu.be/0UgrPgJdzp0 https://youtu.be/0UgrPgJdzp0 https://youtu.be/GT3_A1bf9pU https://youtu.be/GT3_A1bf9pU https://youtu.be/pfGpdFNHoqQ https://youtu.be/pfGpdFNHoqQ https://youtu.be/gPwfiQgGsFo https://youtu.be/gPwfiQgGsFo https://youtu.be/8Hjy3UfaTSc https://youtu.be/8Hjy3UfaTSc https://youtu.be/GpbUoLvpdCo https://youtu.be/GpbUoLvpdCo https://youtu.be/nW3xqcGidpQ https://youtu.be/nW3xqcGidpQ https://youtu.be/UGxgNebx1pg https://youtu.be/UGxgNebx1pg https://youtu.be/MN9-UXsvPBY https://youtu.be/MN9-UXsvPBY https://youtu.be/okg7uq_HrhQ https://youtu.be/okg7uq_HrhQ https://youtu.be/SJBYwUtB83o https://youtu.be/SJBYwUtB83o https://youtu.be/UCG3xqtcL3c https://youtu.be/UCG3xqtcL3c https://youtu.be/9vMXSkKLg2I https://youtu.be/9vMXSkKLg2I
[2] https://www.mk.co.kr/news/it/view/2020/02/182696/ https://www.mk.co.kr/news/it/view/2020/02/182696/ https://youtu.be/a5VBlqgIRGo?t=19 https://youtu.be/a5VBlqgIRGo?t=19
[2] https://www.youtube.com/watch?v=kURx8aGSQsQ https://www.youtube.com/watch?v=kURx8aGSQsQ
[1] http://www.youtube.com/results?search_query=%23genebowdishideaToSaveLives http://www.youtube.com/results?search_query=%23genebowdish
[1] https://www.youtube.com/watch?v=WAn8QB-oaQ8 https://www.youtube.com/watch?v=WAn8QB-oaQ8

Top URLs In Video1 Comment in G1:
[4] https://www.youtube.com/watch?v=kURx8aGSQsQ&t https://www.youtube.com/watch?v=kURx8aGSQsQ&t

[2] https://www.medcram.com/ https://www.MedCram.com https://youtu.be/Eeh054-Hx1U https://youtu.be/Eeh054-Hx1U https://youtu.be/7YI2tOoVVpk https://youtu.be/7YI2tOoVVpk https://youtu.be/gmqgGwT6bw0 https://youtu.be/gmqgGwT6bw0 https://youtu.be/XjEacUyp4vY https://youtu.be/XjEacUyp4vY https://youtu.be/quDYb_x54DM https://youtu.be/quDYb_x54DM https://youtu.be/xQwfuJgJ9lo https://youtu.be/xQwfuJgJ9lo https://youtu.be/bV1CZxJ-uvU https://youtu.be/bV1CZxJ-uvU https://youtu.be/UImSVhLLeGY https://youtu.be/UImSVhLLeGY https://youtu.be/wFoj2L2LpNA https://youtu.be/wFoj2L2LpNA https://youtu.be/JGhwAGiAnJo https://youtu.be/JGhwAGiAnJo https://youtu.be/OqpHvK0XADY https://youtu.be/OqpHvK0XADY https://youtu.be/9BYaywITXYk https://youtu.be/9BYaywITXYk https://youtu.be/Ka48UZDDzLY https://youtu.be/Ka48UZDDzLY https://youtu.be/4HK9QEy1KJ8 https://youtu.be/4HK9QEy1KJ8 https://youtu.be/vE4pBkslqS4 https://youtu.be/vE4pBkslqS4 https://youtu.be/wlbM6VVkVZM https://youtu.be/wlbM6VVkVZM https://youtu.be/qqZYEgREuZ8 https://youtu.be/qqZYEgREuZ8 https://youtu.be/o804wu5h_ms https://youtu.be/o804wu5h_ms https://youtu.be/pDnmHu8x9C4 https://youtu.be/pDnmHu8x9C4 https://youtu.be/0UgrPgJdzp0 https://youtu.be/0UgrPgJdzp0 https://youtu.be/GT3_A1bf9pU https://youtu.be/GT3_A1bf9pU https://youtu.be/pfGpdFNHoqQ https://youtu.be/pfGpdFNHoqQ https://youtu.be/gPwfiQgGsFo https://youtu.be/gPwfiQgGsFo https://youtu.be/8Hjy3UfaTSc https://youtu.be/8Hjy3UfaTSc https://youtu.be/GpbUoLvpdCo https://youtu.be/GpbUoLvpdCo https://youtu.be/nW3xqcGidpQ https://youtu.be/nW3xqcGidpQ https://youtu.be/UGxgNebx1pg https://youtu.be/UGxgNebx1pg https://youtu.be/MN9-UXsvPBY https://youtu.be/MN9-UXsvPBY https://youtu.be/okg7uq_HrhQ https://youtu.be/okg7uq_HrhQ https://youtu.be/SJBYwUtB83o https://youtu.be/SJBYwUtB83o https://youtu.be/UCG3xqtcL3c https://youtu.be/UCG3xqtcL3c https://youtu.be/9vMXSkKLg2I https://youtu.be/9vMXSkKLg2I
[1] https://www.slideshare.net/Intersperse/eca1-commercial-hocl-manufacturing-cell https://www.slideshare.net/Intersperse/eca1-commercial-hocl-manufacturing-cell
[1] https://youtu.be/IknPAZ9E7lM https://youtu.be/IknPAZ9E7lM
[1] https://www.google.com/amp/s/www.apalachtimes.com/opinion/20200306/letter-could-coronavirus-be-planned-attack%3Ftemplate=ampart https://www.google.com/amp/s/www.apalachtimes.com/opinion/20200306/letter-could-coronavirus-be-planned-attack%3ftemplate=ampart
[1] https://youtu.be/AYAT_8m53GA https://youtu.be/AYAT_8m53GA
[1] https://www.youtube.com/watch?v=-xdfnuBfriM&t=0m20s

[1] https://youtu.be/IWKCTsGYwuM https://youtu.be/IWKCTsGYwuM
[1] http://blog.talk2pro.com/
[1] https://www.youtube.com/watch?v=Y7nZ4mw4mXw https://www.youtube.com/watch?v=Y7nZ4mw4mXw

Top URLs In Video1 Comment in G2:
[48] https://m.youtube.com/watch?v=mNMdg4morQs https://m.youtube.com/watch?v=mNMdg4morQs
[15] https://m.youtube.com/watch?v=8o_uXF9B4KI https://m.youtube.com/watch?v=8o_uXF9B4KI
[5] https://youtu.be/IWKCTsGYwuM https://youtu.be/IWKCTsGYwuM
[2] https://www.mk.co.kr/news/it/view/2020/02/182696/ https://www.mk.co.kr/news/it/view/2020/02/182696/ https://youtu.be/a5VBlqgIRGo?t=19 https://youtu.be/a5VBlqgIRGo?t=19
[2] https://www.youtube.com/watch?v=kURx8aGSQsQ https://www.youtube.com/watch?v=kURx8aGSQsQ
[1] http://www.youtube.com/results?search_query=%23genebowdishideaToSaveLives http://www.youtube.com/results?search_query=%23genebowdish
[1] https://youtu.be/U7F1cnWup9M https://youtu.be/U7F1cnWup9M https://www.sciencedirect.com/science/article/abs/pii/S0304416506001929%C2%A0 https://www.sciencedirect.com/science/article/abs/pii/S0304416506001929 https://youtu.be/LXA9Dk-Zyhk https://youtu.be/LXA9Dk-Zyhk
[1] https://youtu.be/DUuQQ5Qj80o https://youtu.be/DUuQQ5Qj80o
[1] https://www.youtube.com/watch?v=WAn8QB-oaQ8 https://www.youtube.com/watch?v=WAn8QB-oaQ8
[1] https://youtu.be/Uz-U6AHV_58 https://youtu.be/Uz-U6AHV_58

Top URLs In Video1 Comment in G4:
[7] https://www.youtube.com/watch?v=puDSHN703YQ&t=2m30s

[1] https://youtu.be/pWePGX0J3jI https://youtu.be/pWePGX0J3jI
[1] https://www.youtube.com/watch?v=puDSHN703YQ&t=25m29s

[1] https://www.youtube.com/watch?v=m-ooWEfh-TA&t=1m08s

[1] https://www.youtube.com/watch?v=J933jbhF6Jo&t=8m10s

Top URLs In Video1 Comment in G6:
[1] https://www.youtube.com/watch?v=nnTdoGDjjgM https://www.youtube.com/watch?v=nnTdoGDjjgM
[1] https://youtu.be/a5VBlqgIRGo https://youtu.be/a5VBlqgIRGo

Top Domains

Top Hashtags

Top Words

Top Words in Description in Entire Graph:
[198] Words in Sentiment List#1: Positive
[367] Words in Sentiment List#2: Negative
[0] Words in Sentiment List#3: Angry/Violent
[11524] Non-categorized Words
[12089] Total Words
[252] news
[142] coronavirus
[119] 19
[113] covid
[105] more

Top Words in Description in G1:
[122] news
[66] coronavirus
[54] global
[52] here
[48] 19
[47] covid
[44] follow
[39] update
[36] cbc
[35] more

Top Words in Description in G2:
[49] coronavirus
[46] news
[36] more
[35] 19
[31] covid
[29] update
[27] global
[27] here
[25] epidemic
[19] follow

Top Words in Description in G3:
[41] news
[26] watch
[23] manoramanews
[22] latest
[19] youtube
[19] episodes
[18] com
[14] channel
[14] follow
[13] 19

Top Words in Description in G4:
[43] news
[37] gma
[35] click
[30] below
[29] watch
[25] tv
[24] videos
[24] link
[23] sa
[23] subscribe

Top Words in Description in G5:
[15] en
[12] de
[7] suscribirse
[6] noticias
[6] el
[5] síguenos
[4] del
[4] youtube
[4] caracol
[3] facebook

Top Words in Description in G6:
[6] ಕ
[5] positive
[5] bengaluru
[5] man
[4] s
[4] follow
[4] returned
[4] karnataka
[4] ರ
[3] covid

Top Word Pairs

Top Word Pairs in Description in Entire Graph:
[113] covid,19
[77] global,news
[52] coronavirus,epidemic
[51] epidemic,update
[41] here,follow
[41] cbc,news
[38] follow,global
[36] news,channel
[31] news,twitter
[29] link,below

Top Word Pairs in Description in G1:
[48] global,news
[47] covid,19
[30] cbc,news
[27] coronavirus,epidemic
[26] epidemic,update
[24] here,follow
[24] follow,global
[21] nbc,news
[20] news,twitter
[17] news,facebook

Top Word Pairs in Description in G2:
[31] covid,19
[25] global,news
[25] coronavirus,epidemic
[25] epidemic,update
[14] here,follow
[12] follow,global
[12] vitamin,d
[10] cbc,news
[9] news,facebook
[9] news,twitter

Top Word Pairs in Description in G3:
[19] watch,latest
[18] latest,episodes
[18] episodes,manoramanews
[12] covid,19
[8] tin,tức
[7] manorama,news
[6] youtube,channel
[6] youtube,com
[5] cnn,indonesia
[4] 19,outbreak

Top Word Pairs in Description in G4:
[24] click,link
[24] link,below
[21] videos,click
[18] covid,19
[16] news,channel
[16] facebook,twitter
[14] below,watch
[13] gma,news
[12] abs,cbn
[12] cbn,news

Top Word Pairs in Description in G5:
[5] síguenos,en
[4] en,youtube
[3] el,tiempo
[2] casos,de
[2] de,covid
[2] covid,19
[2] en,síguenos
[2] redes,sociales
[2] sociales,facebook
[2] facebook,twitter

Top Word Pairs in Description in G6:
[3] covid,19
[3] man,s
[2] first,positive
[2] positive,case
[2] coronavirus,disease
[2] medical,education
[2] contact,tracing
[2] government,declared
[2] ಕ,ಕ
[2] ವ,ರಸ

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