diff --git a/app.js b/app.js
index ad9a93a..ec86c28 100644
--- a/app.js
+++ b/app.js
@@ -1 +1,56 @@
 'use strict';
+'use strict';
+const fs = require('node:fs');
+const readline = require('node:readline');
+const rs = fs.createReadStream('./popu-pref.csv');
+const rl = readline.createInterface({ input: rs });
+const prefectureDataMap = new Map(); //key: 都道府県 value: 集計データオブジェクト
+rl.on('line', lineString => {
+  const columns = lineString.split(',');
+  const year = parseInt(columns[0]);
+  const prefecture = columns[1];
+  const popu = parseInt(columns[3]);
+  if (year === 2016 || year == 2021){
+    let value = null;
+    if (prefectureDataMap.has(prefecture)){
+      value = prefectureDataMap.get(prefecture);
+    } else {
+      value = {
+        before: 0,
+        after: 0,
+        change: null,
+        rank: null
+      }
+    }
+    if (year === 2016){
+      value.before = popu;
+    }
+    if (year === 2021){
+      value.after = popu;
+    }
+    prefectureDataMap.set(prefecture, value);
+  }
+})
+rl.on('close', lineString => {
+  for (const [key,value] of prefectureDataMap) {
+    value.change = value.after / value.before;
+  }
+  const rankingArray = Array.from(prefectureDataMap).sort((pair1, pair2) => {
+    return pair1[1].change - pair2[1].change;
+  });
+  for (let i=0; i<rankingArray.length; i++) {
+    if(i === 0){
+      rankingArray[i][1].rank = 1;  //rankは1位から始める
+    }else{
+      if (rankingArray[i-1][1].change !== rankingArray[i][1].change){
+        rankingArray[i][1].rank = i + 1;  //iは0から始まるため
+      }else{
+        rankingArray[i][1].rank = rankingArray[i-1][1].rank  //同率の場合は同順位
+      }
+    }
+  }
+  const rankingStrings = rankingArray.map(([key, value]) => {
+    return `${value.rank}位   ${key}: ${value.before}=>${value.after}   変化率: ${value.change}`;
+  })
+  console.log(rankingStrings);
+});
\ No newline at end of file