diff --git a/README.md b/README.md
index e15a251..86f06b1 100644
--- a/README.md
+++ b/README.md
@@ -1,10 +1,12 @@
 # 🚀 Lab: Native Array Methods pt.2
 
- This lab is an opportunity to enhance your JavaScript skills through hands-on practice with array methods `forEach`, `map`, `find`, `some/every`, and `sort()`.
+Update README.md
+This lab is an opportunity to enhance your JavaScript skills through hands-on practice with array methods `forEach`, `map`, `find`, `some/every`, and `sort()`.
 
 ## Getting Started
 
 ### 1. 🍴 Clone the Repository (from Github)
+
 - On the GitHub page of this repository, click the green "Code" button.
 - Copy the URL provided under "Clone with HTTPS".
 - Open your terminal and execute:
@@ -16,6 +18,7 @@
 ### 1a. 🍴 Clone the Repository (without Github)
 
 1. **Clone the Repository Directly:**
+
    - Open your terminal on your local machine.
 
 2. **Clone Using Terminal:**
@@ -25,8 +28,8 @@
      ```
    - This command will clone the repository to your local machine.
 
-
 ### 2. 🔍 Explore the Problems
+
 - In your terminal, navigate to the cloned repository's directory:
   ```
    cd Lab-Native-Array-Methods-Pt2
@@ -38,11 +41,13 @@
 - You will find the `index.js` file containing 20 problems, each using a different array method.
 
 ### 3. 💡 Work on the Problems
+
 - Each problem in `index.js` focuses on practicing a specific array method.
 - Read the instructions for each problem and try to solve it.
 - Use `console.log()` within your solutions to output results.
 
 ### 4. 🏃 Run Your Code
+
 - Test your solutions by running:
   ```
   node index.js
@@ -50,6 +55,7 @@
 - This command executes your code in `index.js`, allowing you to see the output in the terminal.
 
 ### 5. 🧪 Test Your Solutions
+
 - To ensure your solutions are correct, use:
   ```
   npm test
@@ -57,6 +63,7 @@
 - This will run any predefined tests to validate your solutions.
 
 ### 6. 💾 Save Your Progress
+
 - After solving each problem and verifying your solution, commit your progress:
   ```
   git add .
@@ -65,13 +72,15 @@
 - Replace `#` with the problem number and `Y` with the array method used.
 
 ### 7. 🔄 Repeat
+
 - Continue working through each problem, running your code, testing, and committing your solutions.
 
 ### 8. 🚀 Next Steps
+
 - After completing all the problems, you're ready for the next phase of your learning journey.
 - In the upcoming lesson, you'll learn how to push your solutions back to GitHub, sharing your progress and receiving feedback.
 
 ### 9. 🆘 Need Help?
+
 - If you find yourself stuck on a problem, don't hesitate to review the [MDN Web Docs on Array methods](https://developer.mozilla.org/en-US/docs/Web/JavaScript/Reference/Global_Objects/Array).
 - Collaboration is key to learning. Feel free to discuss approaches with your peers or reach out to a coach for guidance.
-
diff --git a/index.js b/index.js
index 2bb3c16..f4aabbe 100644
--- a/index.js
+++ b/index.js
@@ -2,11 +2,9 @@
 Native Array Methods pt.2 continues with the same dataset: songs. All required functions and array methods (forEach, map, find, some/every, sort) are combined into a single file, each addressing a distinct problem.
 */
 
-
 const exampleSongData = require("./data/songs");
 // Do not change the line above.
 
-
 // #1
 /**
  * Returns the titles of songs sorted alphabetically.
@@ -15,6 +13,9 @@ const exampleSongData = require("./data/songs");
  */
 function getSortedTitles(songs) {}
 
+
+
+
 // #2
 /**
  * Returns the titles of all songs from a specified album.
@@ -22,9 +23,38 @@ function getSortedTitles(songs) {}
  * @param {string} albumName - Name of the album.
  * @returns {string[]} An array of song titles.
  */
-function getSongsFromAlbum(songs, albumName) {}
+function getSongsFromAlbum(songs, albumName) {
+  // const songsFromAlbum = [];
+
+  // for (const song of songs) {
+  //   if (albumName === song.album) {
+  //     songsFromAlbum.push(song.title);
+  //   }
+  // }
+  // songs.forEach(song => {
+  //  if (song.album === albumName) {
+  //     songsFromAlbum.push(song.title);
+  //  } 
+  // })
+
+  return songs.reduce((songsFromAlbum, currSong) => {
+      if (currSong.album === albumName) {
+        songsFromAlbum.push(currSong.title);
+      }
+      return songsFromAlbum;
+  }, [])
+  
+  // return songsFromAlbum;
+}
+
+
+
 
-// #3 
+
+
+
+
+// #3
 /**
  * Categorizes and counts songs based on their runtime.
  * @param {Object[]} songs - An array of songs.
@@ -38,7 +68,21 @@ function categorizeSongsByRuntime(songs) {}
  * @param {Object[]} songs - An array of songs.
  * @returns {string} The name of the album with the most songs.
  */
-function findAlbumWithMostSongs(songs) {}
+function findAlbumWithMostSongs(songs) {
+  let highestSongCount = 0;
+  let albumWithMostSongs;
+
+  songs.reduce((songCountObj, currValue) => {
+    songCountObj[currValue.album] = (songCountObj[currValue.album] || 0) + 1;
+    if (songCountObj[currValue.album] > highestSongCount) {
+      highestSongCount = songCountObj[currValue.album];
+      albumWithMostSongs = currValue.album;
+    }
+    return songCountObj;
+  }, {});
+
+  return albumWithMostSongs;
+}
 
 // #5
 /**
@@ -97,8 +141,21 @@ function getTotalRuntimeOfArtist(songs, artistName) {}
  * Prints artists who have more than one song in the list.
  * @param {Object[]} songs - An array of songs.
  */
-function printArtistsWithMultipleSongs(songs) {}
+function printArtistsWithMultipleSongs(songs) {
+  let artistSongCount = {};
+  songs.forEach((song) => {
+    if (artistSongCount[song.artist]) {
+      artistSongCount[song.artist]++;
+    } else {
+      artistSongCount[song.artist] = 1;
+    }
+    if (artistSongCount[song.artist] > 1) {
+      console.log(song.artist);
+    }
+  });
+}
 
+// console.log(printArtistsWithMultipleSongs(exampleSongData));
 // Problem #12
 /**
  * Logs the longest song title.
@@ -120,7 +177,17 @@ function sortSongsByArtistAndTitle(songs) {}
  * @param {Object[]} songs - An array of songs.
  * @returns {Object} An object mapping each album to its total runtime.
  */
-function listAlbumTotalRuntimes(songs) {}
+function listAlbumTotalRuntimes(songs) {
+  let albumTotalRuntimes = {};
+  songs.forEach((song) => {
+    if (!albumTotalRuntimes[song.album]) {
+      albumTotalRuntimes[song.album] = song.runtimeInSeconds;
+    } else {
+      albumTotalRuntimes[song.album] += song.runtimeInSeconds;
+    }
+  });
+  return albumTotalRuntimes;
+}
 
 // Problem #15
 /**
@@ -145,21 +212,79 @@ function mapArtistsToSongs(songs) {}
  * @param {Object[]} songs - An array of songs.
  * @returns {string} The name of the album with the longest average song runtime.
  */
-function findAlbumWithLongestAverageRuntime(songs) {}
 
+function findAlbumWithLongestAverageRuntime(songs) {
+  const albumAverageRuntime = {};
+  let albumName = "";
+  let longestAvgRuntime = 0;
+
+  songs.forEach((song) => {
+    // Create and update your albumAverageRuntime object - Gather your data***
+    if (!albumAverageRuntime[song.album]) {
+      // Create key values
+      albumAverageRuntime[song.album] = {
+        totalRuntime: song.runtimeInSeconds,
+        songCount: 1,
+        avgRuntime: song.runtimeInSeconds,
+      };
+    } else {
+      // Update object
+      albumAverageRuntime[song.album].totalRuntime += song.runtimeInSeconds;
+      albumAverageRuntime[song.album].songCount++;
+      // Get the average from our object's values
+      albumAverageRuntime[song.album].avgRuntime = +(
+        albumAverageRuntime[song.album].totalRuntime /
+        albumAverageRuntime[song.album].songCount
+      ).toFixed(2);
+    }
+    // Update avgRuntime object if the the average is greater than longestAvgRuntime
+    if (albumAverageRuntime[song.album].avgRuntime > longestAvgRuntime) {
+      // Update the longestAvgRuntime variable
+      longestAvgRuntime = albumAverageRuntime[song.album].avgRuntime;
+      // Update albumName variable
+      albumName = song.album;
+    }
+  });
+
+  return albumName;
+}
+console.log(findAlbumWithLongestAverageRuntime(exampleSongData));
 // Problem #18
 /**
  * Logs song titles sorted by their runtime.
  * @param {Object[]} songs - An array of songs.
  */
-function printSongsSortedByRuntime(songs) {}
+function printSongsSortedByRuntime(songs) {
+  let songsSortedByRuntime = songs.sort(
+    (songA, songB) => songA.runtimeInSeconds - songB.runtimeInSeconds
+  );
+  songsSortedByRuntime.forEach((song) => console.log(song.title));
+}
 
 // Problem #19
 /**
  * Prints a summary of each album, including its name, total runtime, and number of songs.
  * @param {Object[]} songs - An array of songs.
  */
-function printAlbumSummaries(songs) {}
+function printAlbumSummaries(songs) {
+  let albumSummaries = {};
+  songs.forEach((song) => {
+    if (!albumSummaries[song.album]) {
+      albumSummaries[song.album] = {
+        songCount: 1,
+        totalRuntime: song.runtimeInSeconds,
+      };
+    } else {
+      albumSummaries[song.album].songCount++;
+      albumSummaries[song.album].totalRuntime += song.runtimeInSeconds;
+    }
+  });
+  for (const summary in albumSummaries) {
+    console.log(
+      `${summary}: ${albumSummaries[summary].songCount} songs, Total Runtime: ${albumSummaries[summary].totalRuntime} seconds`
+    );
+  }
+}
 
 // Problem #20
 /**
@@ -169,11 +294,10 @@ function printAlbumSummaries(songs) {}
  */
 function findArtistWithMostSongs(songs) {}
 
-
 module.exports = {
   getSortedTitles,
   getSongsFromAlbum,
-  categorizeSongsByRuntime, 
+  categorizeSongsByRuntime,
   findAlbumWithMostSongs,
   getFirstSongInAlbum,
   isThereLongSong,
@@ -190,5 +314,5 @@ module.exports = {
   findAlbumWithLongestAverageRuntime,
   printSongsSortedByRuntime,
   printAlbumSummaries,
-  findArtistWithMostSongs
-};;
+  findArtistWithMostSongs,
+};