NewsBank Text Analysis \(-\) Turkey

Section 1: China - TUR News Articles

Keywords

1. Belt and Road
2. Uyghur
3. SCO
4. People’s Bank of China
5. Huawei
6. Hikvision
7. ZTE
8. Turkistan Islamic Movement
9. PLA
10. Sinovac/Sinopharm
11. Confucius Institute/Classroom

Frequency by Year

	2014	2015	2016	2017	2018	2019	2020	2021	2022
Chinese Media	4463	5848	4249	8210	8617	9056	5373	5071	1966
Turkish Media	126	207	77	35	78	97	112	172	66
Western Media	10386	11927	12602	13605	18109	13597	13599	11731	4888

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
chn	0.033***
	(0.001)
wst	0.004***
	(0.001)
Constant	-0.006***
	(0.001)
Observations	164,267
R2	0.135
Adjusted R2	0.135
Residual Std. Error	0.035 (df = 164264)
F Statistic	12,848.871*** (df = 2; 164264)
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 Domestic sources

It shows that the sentiment score for CHN-TUR articles in domestic sources is close to zero, while Chinese sources are significantly more positive.

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

Both the boxplots below convey the same information. Pick one or both:

Section 2: Russia - TUR News Articles

Keywords

1. Rostec
2. Rosatom
3. Gazprom
4. Sputnik V
5. Armenia
6. Syria

Frequency by Year

	2014	2015	2016	2017	2018	2019	2020	2021	2022
Russian Media	152	132	95	36	26	71	118	92	18
Turkish Media	316	487	203	43	44	51	105	129	51
Western Media	3657	4537	5097	3952	3360	2643	2773	2586	1849

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
rus	0.012***
	(0.001)
wst	0.003***
	(0.001)
Constant	-0.023***
	(0.001)
Observations	32,623
R2	0.003
Adjusted R2	0.003
Residual Std. Error	0.029 (df = 32620)
F Statistic	43.751*** (df = 2; 32620)
Note:	*p<0.1; **p<0.05; ***p<0.01

Interpretation:

rus = coefficient for Russian sources
wst = coefficient for Western sources
Constant = Intercept, which is the coefficient for Domestic sources

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

Sentiment Analysis: Coefficient Plot

Note the difference between this coefficient plot and the coefficient plot for China - Turkey articles in the first section.

Sentiment Analysis: Keywords

Both the boxplots below convey the same information. Pick one or both:

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