NewsBank Text Analysis \(-\) Russia & China



China - Russia Mutual Perception

Keywords

  1. “Belt and Road”
  2. “SCO”
  3. “PLA”
  4. “BRICS”
  5. “Huawei”
  6. “Confucius Institute/Classroom”
  7. “Sinovac/Sinopharm”
  8. “FOCAC”
  9. “Hikvision”
  10. “ZTE”
  11. “Rostec”
  12. “Rosatom”
  13. “Roscosmos”
  14. “Gazprom”
  15. “Sputnik V”
  16. “CSTO”


Frequency by Year

2014 2015 2016 2017 2018 2019 2020 2021 2022
Chinese Media 1961 3894 3363 7229 7461 7165 3403 3348 1285
Russian Media 207 174 106 35 25 81 120 116 34
Western Media 9768 9910 11657 12958 17196 12797 13200 11334 5429





20 Most Common Words



Sentiment Analysis: Time-Series Plots

Both of these plots show same information. Pick one:



Sentiment Analysis: Box Plots



Sentiment Analysis: Density Plots



Sentiment Analysis: Regression

Dependent variable:
sentiment
chn0.042***
(0.001)
wst0.007***
(0.001)
Constant-0.009***
(0.001)
Observations144,256
R20.170
Adjusted R20.170
Residual Std. Error0.034 (df = 144253)
F Statistic14,778.415*** (df = 2; 144253)
Note:*p<0.1; **p<0.05; ***p<0.01


Interpretation:

chn = coefficient for Chinese sources
wst = coefficient for Western sources
Constant = Intercept, which is the coefficient for Russian sources

We can also see the same results in the boxplot and density plot above.

We can plot the above results in a coefficient plot below:


Sentiment Analysis: Coefficient Plot




Sentiment Analysis: Keywords


Same plot as before, seperate plots:



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