uploaded my submission and clean main repo

submissions/ditorisan/spotify-challenge.ipynb

@@ -0,0 +1,74 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 46,
+   "id": "456dc579",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "The total songs in the spotify csv file are: 953\n",
+      "There are 62 songs in Spotify CSV where key is E\n",
+      "The most common artist is Taylor Swift\n"
+     ]
+    }
+   ],
+   "source": [
+    "import pandas as pd\n",
+    "from collections import Counter\n",
+    "\n",
+    "# get the csv file\n",
+    "df = pd.read_csv(\"spotify-2023.csv\", encoding=\"ISO-8859-1\")\n",
+    "\n",
+    "# Challenge 1\n",
+    "songs = df[\"track_name\"]\n",
+    "print(f\"The total songs in the spotify csv file are: {len(songs)}\")\n",
+    "\n",
+    "# Challenge 2\n",
+    "songs_key_E = df[df[\"key\"] == \"E\"]\n",
+    "print(f\"There are {len(songs_key_E)} songs in Spotify CSV where key is E\")\n",
+    "\n",
+    "# Challenge 3\n",
+    "\n",
+    "artists_name = df[\"artist(s)_name\"]\n",
+    "artist_list = artists_name.tolist()\n",
+    "artist_counts = Counter(artist_list)\n",
+    "most_common_artist = artist_counts.most_common(1)\n",
+    "print(f\"The most common artist is {most_common_artist[0][0]}\")\n",
+    "        "
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9c0aa15e",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.5"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}