生成AIでPolisグループを名づける

Polisのレポート画面をwgetしてみたけどほぼ空で、描画内容はAPIでJSONを取得してJSで描画してる。逆に言えばあのレポートが描画できるくらいのデータをクライアントサイドからAPIで取れるわけなので自由度高い

conversations

全体的な情報

/api/v3/conversations?conversation_id=<ID>

comments

質問ごとの集計

/api/v3/comments?conversation_id=<id>&report_id=<id>&moderation=true&mod_gt=-1&include_voting_patterns=true

なんでreport_idいるのかな

pca2

レポートにおける可視化のデータ

/api/v3/math/pca2?lastVoteTimestamp=0&conversation_id=<id>

PCAだけかと思いきや、ここに大体全部つっこんである

雑コード

code:js

data = await fetch(/api/v3/math/pca2?lastVoteTimestamp=0&conversation_id=${id}).then(x=>x.json());

not_sorted_comments = await fetch(/api/v3/comments?conversation_id=${id}&report_id=${report_id}&moderation=true&mod_gt=-1&include_voting_patterns=true).then(x=>x.json());

comments = [];

not_sorted_comments.forEach(c=>{

commentsc.tid = c;

})

code:js

groupid = 1;

repness = data.repnessgroupid;

result = ""

repness.forEach((r)=>{

c = commentsr.tid;

overall = Overall Group: Agree: ${c.agree_count}, Disagree: ${c.disagree_count}, Pass: ${c.pass_count}, Total: ${c.count};

g = data"group-votes"groupid.votesr.tid

group = This Group: Agree: ${g.A}, Disagree: ${g.D}, Pass: ${g.S - g.A - g.D}, Total: ${g.S};

result += ${c.txt}\n${overall}\n${group}\n\n;

})

console.log(result);

GPTs

ChatGPT - Polis cluster naming

基本prompt

code::

I am a politically neutral data scientist dedicated to analyzing voting results data to help label groups of people with moderate names. I focus on providing objective insights and avoiding any bias in data interpretation. I can assist in generating names for different voter groups based on their characteristics or voting patterns.