3rdforcenetwork

사회 네트워크 분석을 통해 본 1940년대 후반 중국 언론 지형과 제3세력

https://github.com/geonjoonbae/3rdforcenetwork

Science Score: 39.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
    Found 2 DOI reference(s) in README
  • Academic publication links
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (4.2%) to scientific vocabulary

Keywords

chinese-history journalism social-network-analysis third-force
Last synced: 10 months ago · JSON representation

Repository

사회 네트워크 분석을 통해 본 1940년대 후반 중국 언론 지형과 제3세력

Basic Info
  • Host: GitHub
  • Owner: GeonjoonBae
  • Language: R
  • Default Branch: main
  • Homepage:
  • Size: 115 MB
Statistics
  • Stars: 1
  • Watchers: 1
  • Forks: 0
  • Open Issues: 0
  • Releases: 0
Topics
chinese-history journalism social-network-analysis third-force
Created about 2 years ago · Last pushed about 1 year ago
Metadata Files
Readme Citation

README.md

Code and Data for Social Network Analysis on Third Force Journalism and their Political Status in Late 1940s China (Version 1.1) [Data set]

Bae, Geonjoon. Code and Data for Social Network Analysis on Third Force Journalism and Their Political Status in Late 1940s China (Version 1.1).[Data set] GitHub, Last Modified May 3, 2025. https://github.com/GeonjoonBae/3rdForceNetwork.

Bae, G., 2025. Code and data for social network analysis on Third Force journalism and their political status in late 1940s China[Data set], version 1.1. GitHub. Available at: https://github.com/GeonjoonBae/3rdForceNetwork [Accessed 4 May 2025( )].

Bae, G. (2025). Code and Data for Social Network Analysis on Third Force Journalism and their Political Status in Late 1940s China (Version 1.1.) [Data set]. https://github.com/GeonjoonBae/3rdForceNetwork

, Code and Data for Social Network Analysis on Third Force Journalism and Their Political Status in Late 1940s China(Version 1.1), GitHub, https://github.com/GeonjoonBae/3rdForceNetwork (: 2025 5 4)

README









1940 3
- -

Third Force Journalism and their Political Status in Late 1940s China:
Utilizing Social Network Analysis in Modern Chinese History


69, 2024.04, 137~188
doi: http://doi.org/10.37981/hjhrisu.2024.4.69.137
KCI / DBPIA




  1. 3
  2. 3


<Abstract>

  This study conducts a Social Network Analysis centered on authors and journals based on indexing data from magazines published from 1945 to 1949 to confirm the status of the third force in late 1940s China. It aims to identify the political statu s of the third force from their positions in the media landscape. Visu al examination of the data spanning the five-year period reveals that third force journals occupied a distinctive territory separate from those of the Nationalist Party (KMT) and the Commu nist Party of China (CCP) in the media landscape. The territory of third force journals can be categorized into politically-oriented journals in the center, liberalist journals in the lower right, and journals affiliated with the China Democratic League (CDL) in the lower left. Such categorization within the third force journals illustrates differences in tactics and specific orientations within the group based on affiliation, region, and period of activity. Through a time-series analysis conducted annually, this study examines changes in the status of journals and corresponding shifts in the media landscape during political turbulence from the Political Consultative Conference (PCC) to the Chinese Civil War. Finally, it discusses the reasons why the adoption of Digital History methods in the field of modern Chinese history remains insufficient, emphasizing the need for efforts in "Distant reading".

Keywords : Late 1940s, Third Force, Chinese Civil War, Social Network Analysis(SNA), Digital History(DHis)


<>

   1940 3 , 1945 1949 , . 3 , .
  5 3 . 3 , , , , , . , , 3 .
   1 , . 3 1946 , 1947 . 3 .
   , .

: 1940 , 3, , ,


3rdnetrawdata.ipynb: 1 (python)

50 python Sublime Text jupiter notebook

3rdForceNetwork.R: 2 3 (R)

2 , . 3 .

3rdForceNetwork(analysis).R: ( ) (R)

, 1940  3      (   )    ,       


a) rawdata:

   ( DB) . 3 20 , 5 . , 3 . , , 3 , . 3 , , , 3 . , , , .
   3 () , (), (), (), (), (), () (), (), () DB . DB . 3 , DB . , . DB , , . , 3 , (), (), () . 26 1945 1949 DB , (raw data) .[141~145]


    • 3 :
      gc-, gmb-, gx-, mzbp-(), mzcq-(), mzgl-:, mzkm-(), mzsh-(), syw-, xdwz-(), xl-, zb-(1945), zhlt-, zj-, zjbp-:, zjhbhk-:, zjzh-:, zl-, zs-, zw-
    • :
      zyzk- / jf-, qz-, sdzz-, wc-, zbcom-

b) csv_journal: 1

   . 1 DB csv( ) .[145]

c) csv_base: 2

  2 , . , , PDF . . DB , . , , . DB (authorraw, titleraw) .[145]
  "(trimmed)" . , , , . dfas dfasps, dfc2ps gephi .

d) csvforgephi: 3

  3 . , , . 2 , , (), 1945, 2 22, 11-12 . 16) () () ()() . , () (, node), (, edge) . source() target() . weight() . , . .[146~147]
   . "aj" (author) , (journal) , "an" , /(notion) , "nj" / , . "_3rd" 3 .

  "_ts" (time series) "(yyyy)" . csv source-target , () . source target Gephi csv source target , year . csv source target , year 1946, 1947, 1948 weight 7, 8, 8 , Gephi - year 1948 , weight 23 . , , . source . , Gephi source year (yyyy) (1946), (1947), (1948) source . , Label "(yyyy)" . Gephi , Label . csv Gephi (Filters) (Statistics) .[169~170 ]

e) attributestogephi:

  Gephi "import spreadsheet" , .

  journaltype: , ID type "journal" Give Colors To Nodes 16 .
(1) Gephi Data Laboratory "Add column" "type"(, "type2"), "color" .
(2) "Fill column with a value" "type"(, "type2") "author" "notion" , "color" (: #000000) .
(3) "import spreadsheet" "journal
type.xlsx" "type" "color" .
(4) "journaltype" 3 , "type" "journal(n)", "journal(c)", 3 "journal" , 2 mode 1 mode "type2" "journal" . "journaltype_3rd" 3 "type" .

  type_an: an , target "(n)" , "(n)" Label . source target source target rbind , source target type type . "import spreadsheet" label , type .

  labelOOts: source "(yyyy)" , Label "(yyyy)" . type . "import spreadsheet" label , type .

f) visualization:

g) gephi_tables: Gephi

  3 Gephi Gephi . , (gephitablessub) .

h) gephitablessub: ( )

   . Gephi Export csv , R . (3rdForceNetwork(analysis).R) . , Gephi Github . classtoy@naver.com issues .
- aaajedges.csv
- aaaj3rdedges.csv
- nn
nj3rdedges.csv
- nnnj3rd(degree2up)_edges.csv


Gephi

  Gephi Gephi Overview Statistics . Average Degree( ) , Run Data Laboratory Degree( ) . Avg Weighted Degree( ) . Network Diameter( ) ( ) , Betweenness Centrality( ), Closeness Centrality( ) . Eigenvector Centrality( ) , . , 07-1. ?, Gephi, , , 4, (https://wikidocs.net/192599, : 2024 3 19 20:02) .[148 19) ]

  Gephi Gephi (directed/undirected) . , undirected .[148 20) ]

2-mode 1-mode

  Multimode Networks Transformation Plugin Gephi 0.10.1 , . .

   , 32 ,
image

image .

image

(6561, 36, 533) , . a12=a21=0, a13=a31=162, a23=a32=138 , 0 . ''(Weight: 162), ''(Weight: 138) .

image

   - Overview Data Laboratory Multimode Networks Projection . Load Attribute Attribute Type Left matrix . , Right matrix , Run . type author journal , Left matrix author-journal, Right matrix journal-author , author . Left matrix journal-author, Right matrix author- journal , journal . , . , Threshold . https://Gephi.org/plugins/#/plugin/multimode ( : 2023 1 9) .[152-153 24)]

  Gephi Overview Filters , . (Attributes), (Dynamic Range), (Topology) , , , (Operator) , (Edges) . Attributes-Equal-year Attribute-Range-Degree . Equal-year year . . Statistics Network Overview Average Degree Degree 0 . Degree Range-Degree Equal-year (subfilter) Degree 1 , Degree 0 , . , . , Range-Degree (Workspace) Degree 0 .[170 48)]

Owner

  • Login: GeonjoonBae
  • Kind: user

GitHub Events

Total
  • Push event: 13
Last Year
  • Push event: 13