[PYTHON] I have lived a life with a lot of "happiness". [Use COTOHA API to make "human disqualification" "happy"]

Introduction

During this time, I read "No Longer Human" by Osamu Dazai. As anyone who has read it will understand, Reading in an almost dull atmosphere made me feel quite dark.

Well then ** Let's rewrite it into a happy sentence. ** **

What I used

・ COTOHA API Use the sentiment analysis function to acquire the keyword (emotion keyword) that made the emotion judgment in the sentence and the emotion represented by the emotion keyword. ・ Word2vec Add or subtract another word to the emotional keyword to get the word that matches the meaning.

Text to use

I picked some sentences that make me happy.

"I have lived a shameful life."

"In other words, I don't know.
I have no idea what the nature and extent of the suffering of my neighbor is. "

"The woman died.
Then, only I was saved. "

"Ask God.
Trust is a sin. "

"Human, disqualified.
I am no longer a human being at all. "

1. I added "happiness"

Method

1. Use the COTOHA API to get one line of emotional keywords from each sentence.
2. Use word2vec to get the word that adds "happiness" to the emotional keyword.
3. Replace the acquired word with an emotional keyword.

** Example: **

1. Acquire the emotional keyword "song" from "I enjoy the spring of life".
2. If you add "unhappiness" to "song", you can get "hardship", "unhappiness", "ruin", etc.
3. Replace "song" with "hardship". Then " Enjoying the spring of life " But " I'm "hardening" the spring of life " It becomes.

result

「"joy"I have lived a life with many people. "

"That is,"Recognize"It is.
Neighbor's"suffer"I have no idea what the nature or degree of is. "

"The woman died.
And only myself"Help"。」

"Ask God.
"happiness"Is sinful. "

"Human,"False start"。
I am no longer a human being at all. "

I feel happy and happy. But in some places, it only emphasizes happiness, such as "Ask God." Happiness "is sin."

Now, let's put out words with a little stronger emotional keywords.

2. I added "happiness" while emphasizing the original text

Method

1. Use the COTOHA API to get one line of emotional keywords from each sentence.
2. Use word2vec to get the word that adds "happiness" to the emotional keyword.
3. ** Add emotion keywords to the acquired words to acquire other words. ** **
4. Replace the acquired word with an emotional keyword.

** Example: **

1. Acquire the emotional keyword "song" from "I enjoy the spring of life".
2. If you add "unhappiness" to "song", you can get "hardship", "unhappiness", "ruin", etc.
3. If you add "song" to "suffering", you can get "suffering", "prosperity", "suffering", etc.
4. Replace "song" with "distress". Then " Enjoying the spring of life " But " I'm "distressing" the spring of life " It becomes.

result

「"sorrow"I have lived a life with many people. "

"That is,"Understand"It is.
Neighbor's"Suffering"I have no idea what the nature or degree of is. "

"The woman died.
And only myself"Helped"。」

"Ask God.
"happiness"Is sinful. "

"Human,"Start accident"。
I am no longer a human being at all. "

I will ignore the fact that there are some strange parts in the text this time.

The dull part of the original text has come out too strongly. If adding the original text as it is would make it dull like this, Let's subtract the emotions represented by the emotion keywords.

3. I tried to draw emotions and add "happiness"

Method

1. Use the COTOHA API to get one line of emotional keywords from each sentence.
2. Use word2vec to add "happiness" to the emotional keyword and get the ** emotionally subtracted ** word.
3. Replace the acquired word with an emotional keyword.

** Example: **

1. Acquire the emotional keyword "song" from "I enjoy the spring of life".
2. If you add "unhappiness" to "song" and subtract the emotion "pleasant", you can get "ruin", "hardship", "hardship", etc.
3. Replace "song" with "ruin". Then " Enjoying the spring of life " But " The spring of life is "ruined" " It becomes.

result

「"happiness"I have lived a life with many people. "

"That is,"Understand"It is.
Neighbor's"suffer"I have no idea what the nature or degree of is. "

"The woman died.
And only myself"happiness"。」

"Ask God.
"Sincerity"Is sinful. "

"Human,"winner"。
I am no longer a human being at all. "

I look very happy! That famous phrase " I have lived a shameful life. " But " I have lived a life with a lot of "happiness". " You can see the north by living a happy life with smooth sailing.

Another famous phrase Human, disqualified. `` But Human," winner ". `` It has become. I think it was a life where I had good relationships, worked properly, and didn't drown in alcohol.

Conclusion

I became "happy" as it was.