diff --git a/src/store/editor/actions.js b/src/store/editor/actions.js
index 610382c1..65b666dc 100644
--- a/src/store/editor/actions.js
+++ b/src/store/editor/actions.js
@@ -91,7 +91,7 @@ export default {
 
   async replaceTracks({ dispatch, state }, uris) {
     try {
-      await Spotify.replaceTracksInPlaylist(state.playlist.id, uris);
+      await Spotify.replaceTracks(state.playlist.id, uris);
       await dispatch('fetchPlaylist', state.playlist.id);
     } catch (err) {
       Spotify.handleApiError(dispatch, err);
diff --git a/src/store/playlist-statistics/actions.js b/src/store/playlist-statistics/actions.js
index 4006f279..a003afc4 100644
--- a/src/store/playlist-statistics/actions.js
+++ b/src/store/playlist-statistics/actions.js
@@ -1,4 +1,4 @@
-import Spotify, { api } from '../../utils/Spotify';
+import Spotify from '../../utils/Spotify';
 
 export default {
   async fetchPlaylistAudioFeatures({
@@ -7,8 +7,8 @@ export default {
     commit('setFetching', true);
     try {
       const { 'editor/playlistIds': playlistIds } = rootGetters;
-      const result = await api.getAudioFeaturesForTracks(playlistIds);
-      commit('setPlaylistAudioFeatures', result.audio_features);
+      const audioFeatures = await Spotify.getAudioFeaturesForTracks(playlistIds);
+      commit('setPlaylistAudioFeatures', audioFeatures);
     } catch (err) {
       Spotify.handleApiError(dispatch, err);
     } finally {
diff --git a/src/utils/Spotify.js b/src/utils/Spotify.js
index 85a71a74..26ce2a36 100644
--- a/src/utils/Spotify.js
+++ b/src/utils/Spotify.js
@@ -103,6 +103,23 @@ export default class Spotify {
     return playlist;
   }
 
+  /**
+   * Fetches audio features for a playlist. Supports playlists with more than 100 songs.
+   * @param {Array.<String>} trackIds
+   * @returns {Array}
+   */
+  static async getAudioFeaturesForTracks(trackIds) {
+    const chunks = chunk(trackIds, 100);
+    const audioFeatures = [];
+
+    for (const trackIdChunk of chunks) { // eslint-disable-line no-restricted-syntax
+      const response = await api.getAudioFeaturesForTracks(trackIdChunk); // eslint-disable-line
+      audioFeatures.push(...response.audio_features);
+    }
+
+    return audioFeatures;
+  }
+
   /**
    * This function returns an array of tracks that match the search query
    * @param query