Abstract
For
this week’s assignment, I conducted research on sentimental analysis for news
headlines. Especially, this time I collected and analyzed several news articles
from three periods (2000, 2007 and 2015).
Result review
Thanks
to this experiment, I could find a points that is needed to be dealt with. The
point is that all of the result for news headlines focused on the keyword
“immigrants” tend to “Negative” or “Neutral”. “Positive” articles were quite
rare and hardly found them.
Maybe I need to find another analysis
method for it to improve my analysis reliabili
*Result (P: Positive / N: Negative / L:
Neutral)
2000（BBC）
|
News headlines
|
My
Reaction
|
Corenlp
|
Text Analysis
|
Result
|
|
Immigrant suspects found in lorries.
|
N
|
L
|
L
|
-
|
|
Immigration or extinction.
|
N
|
L
|
L
|
-
|
|
NY police 'deliberately' killed immigrant.
|
N
|
N
|
L
|
N
|
|
'Immigrant' deaths shock papers.
|
N
|
N
|
L
|
N
|
|
Should
immigration policy be relaxed?
|
L
|
P
|
L
|
-
|
|
Spain
struggles with race riots.
|
N
|
L
|
L
|
-
|
|
German
CDU says immigrants must 'conform'.
|
L
|
N
|
L
|
L
|
|
US
immigration policy branded 'racist'.
|
N
|
N
|
N
|
N
|
|
Mutual
fears behind Spain's race riots.
|
N
|
L
|
L
|
-
|
2007（BBC）
|
News headlines
|
My
Reaction
|
Corenlp
|
Text Analysis
|
Result
|
|
Joining the immigrant underclass.
|
N
|
L
|
L
|
-
|
|
The BIG Immigration Debate.
|
L
|
L
|
L
|
L
|
|
Health | Immigrant pregnancies stretch NHS.
|
L
|
N
|
L
|
L
|
|
England | London | Violent immigrants fuelling crime.
|
N
|
N
|
L
|
N
|
|
Hispanic
immigrants in the USA.
|
L
|
L
|
L
|
L
|
|
Migrants
'deceived and exploited'.
|
N
|
N
|
L
|
N
|
|
Immigrants
re-energise Irish Church.
|
P
|
L
|
L
|
-
|
|
Panorama
| Immigration: How we lost count.
|
N
|
N
|
N
|
N
|
|
Immigration
to the USA.
|
L
|
L
|
L
|
|
|
News headlines
|
My
Reaction
|
Corenlp
|
Text Analysis
|
Result
|
|
Immigrant spouses must speak English, court rules.
|
N
|
N
|
L
|
N
|
|
'Blatant' illegal immigrant job offers in Sussex and
Kent.
|
N
|
N
|
N
|
N
|
|
Immigration Bill: Landlords 'must evict' illegal
immigrants.
|
N
|
N
|
N
|
N
|
|
UK net migration hits record high.
|
N
|
P
|
L
|
X
|
|
The battle over the words used to describe migrants.
|
N
|
N
|
N
|
N
|
|
Illegal immigrants smuggled out of UK and back again.
|
N
|
N
|
L
|
N
|
|
We are beautiful too, say women from immigrant
backgrounds.
|
P
|
P
|
L
|
P
|
|
Under the radar with the UK's illegal migrants.
|
N
|
L
|
L
|
X
|
|
EU immigration rules - in 90 seconds.
|
L
|
L
|
L
|
L
|
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