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Python 95-50 rel 2020-11-11 force-directed groups layout (experimental version)
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From:
SMRFoundation
Uploaded on:
November 11, 2020
Short Description:
Python via NodeXL https://bit.ly/2Iuk9yz
@rfscVS0vtbw
@_uQrJ0TkZlc
@HyU3XL2F9GE
@kqtD5dpn9C8
@VFBXx7O9BxU
@Z1Yd7upQsXY
@KdZ4HF1SrFs
@bagC84R2gPk
@UAB4WgecauQ
@4oSVCLUPs5U

Top hashtags:


Description:
Description
The graph represents the network of YouTube videos whose title, keywords, description, categories, or author's username contain "Python". The network was obtained from YouTube on Wednesday, 11 November 2020 at 11:16 UTC.

The network was limited to 95 videos.

There is an edge for each pair of videos that have the same category.

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 : 2643
Unique Edges : 4574
Edges With Duplicates : 0
Total Edges : 4574
Self-Loops : 0
Reciprocated Vertex Pair Ratio : 0.0353100950656406
Reciprocated Edge Ratio : 0.0682116309575864
Connected Components : 5
Single-Vertex Connected Components : 0
Maximum Vertices in a Connected Component : 2277
Maximum Edges in a Connected Component : 4180
Maximum Geodesic Distance (Diameter) : 7
Average Geodesic Distance : 4.102414
Graph Density : 0.000655037530757692
Modularity : 0.818517
NodeXL Version : 1.0.1.441

Top Influencers: Top 10 Vertices, Ranked by Betweenness Centrality
Top URLs
Top Domains
Top Hashtags
Top Words
Top Words in Tags in Entire Graph:
[7060] python
[1441] tutorial
[1383] programming
[833] learn
[663] snake
[512] beginners
[510] java
[491] software
[463] code
[408] coding

Top Words in Tags in G1:
[2089] python
[806] programming
[723] tutorial
[618] learn
[419] beginners
[320] software
[283] coding
[267] hindi
[260] code
[229] java

Top Words in Tags in G2:
[1052] python
[347] программирование
[335] как
[233] для
[206] уроки
[148] питон
[147] программирования
[131] на
[128] начинающих
[123] в

Top Words in Tags in G3:
[103] プログラミング
[91] python
[46] エンジニア
[46] 入門
[27] 初心者
[26] プログラマー
[24] 機械学習
[21] 人工知能
[19] ディープラーニング
[19] 勉強

Top Words in Tags in G4:
[543] python
[186] curso
[136] como
[128] programação
[87] criar
[85] em
[68] aprender
[63] programar
[62] para
[61] tutorial

Top Words in Tags in G5:
[327] python
[140] curso
[101] programacion
[81] tutorial
[81] learning
[77] en
[73] como
[73] programar
[69] machine
[68] aprender

Top Words in Tags in G6:
[633] snake
[269] python
[198] trap
[182] reptile
[131] snakes
[99] anaconda
[93] pets
[84] crocodile
[70] pythons
[67] reticulated

Top Words in Tags in G7:
[489] python
[224] بايثون
[217] تعلم
[155] البرمجة
[140] programming
[87] برمجة
[80] learn
[73] من
[69] tutorial
[67] لغة

Top Words in Tags in G8:
[75] python
[68] วเตอร
[62] ยนโปรแกรม
[55] ว
[46] เข
[39] เร
[38] excel
[35] สอนเข
[34] สอน
[32] น

Top Words in Tags in G9:
[181] python
[150] programmieren
[126] lernen
[90] tutorial
[81] programming
[75] deutsch
[58] language
[52] anfänger
[41] software
[32] genre

Top Words in Tags in G10:
[231] python
[96] programming
[69] learn
[54] telugu
[53] development
[52] tutorial
[47] coding
[42] code
[36] developer
[34] beginners

Top Word Pairs
Top Word Pairs in Tags in Entire Graph:
[874] python,python
[456] python,tutorial
[420] python,programming
[347] tutorial,python
[308] learn,python
[285] lập,trình
[275] machine,learning
[249] programming,language
[187] tutorial,beginners
[184] data,science

Top Word Pairs in Tags in G1:
[272] python,python
[235] python,programming
[230] learn,python
[221] python,tutorial
[162] tutorial,python
[153] tutorial,beginners
[124] programming,language
[124] data,science
[117] beginners,python
[101] learn,code

Top Word Pairs in Tags in G2:
[128] для,начинающих
[104] python,python
[103] как,стать
[88] python,для
[88] python,уроки
[86] с,нуля
[83] стать,программистом
[69] хауди,хо
[69] на,python
[64] уроки,python

Top Word Pairs in Tags in G3:
[14] python,プログラミング
[14] プログラミング,入門
[13] 人工知能,機械学習
[13] 機械学習,ディープラーニング
[12] python,入門
[12] キャリア,エンジニア
[11] キカガク,人工知能
[11] ディープラーニング,勉強
[11] セミナー,キカガクチャンネル
[11] プログラミング,python

Top Word Pairs in Tags in G4:
[71] python,python
[68] como,criar
[62] em,python
[54] curso,python
[44] gustavo,guanabara
[40] python,curso
[31] para,iniciantes
[28] dev,aprender
[27] curso,programação
[25] python,como

Top Word Pairs in Tags in G5:
[65] machine,learning
[61] inteligencia,artificial
[44] python,python
[34] desde,cero
[31] curso,python
[29] python,curso
[27] tutorial,python
[23] python,tutorial
[21] en,python
[20] red,neuronal

Top Word Pairs in Tags in G6:
[72] snake,trap
[60] prehistoric,pets
[53] jay,brewer
[46] snake,snake
[45] reptile,zoo
[39] reticulated,python
[32] ball,python
[31] crocodile,trap
[30] python,snake
[29] snakes,reptile

Top Word Pairs in Tags in G7:
[82] python,programming
[82] تعلم,البرمجة
[55] تعلم,بايثون
[52] python,learn
[47] من,الصفر
[46] python,python
[43] بايثون,python
[42] learn,python
[41] python,tutorial
[34] language,python

Top Word Pairs in Tags in G8:
[28] เร,ยนเข
[27] ว,ทยาการคอมพ
[27] ทยาการคอมพ,วเตอร
[26] เข,ยนโปรแกรม
[24] คอมพ,วเตอร
[23] องต,น
[21] เทคโนโลย,สารสนเทศ
[18] ยนเว,บ
[18] วเตอร,เทคโนโลย
[15] ยนโค,ด

Top Word Pairs in Tags in G9:
[66] programmieren,lernen
[51] programming,language
[23] programmieren,programmieren
[22] language,paradigm
[21] python,lernen
[21] programming,programming
[20] deutsch,tutorial
[20] tutorial,deutsch
[20] language,software
[20] software,genre

Top Word Pairs in Tags in G10:
[28] telugu,python
[27] python,programming
[24] python,python
[20] python,tutorial
[18] python,telugu
[13] software,developer
[13] ios,development
[12] learn,code
[12] react,native
[11] programming,language


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