data_cleaning_for_songs.ipynb

{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"name":"data_cleaning.ipynb","provenance":[],"collapsed_sections":[],"authorship_tag":"ABX9TyOAtsucuylATQxzeokna/L6"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"code","metadata":{"id":"gLAALgNTIChT","executionInfo":{"status":"ok","timestamp":1628854867856,"user_tz":-180,"elapsed":271,"user":{"displayName":"Arda Uzunoğlu","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhPyMCfUSUnhLQTH4wHo9v-P0-VJlrCPDA9NaZNbQ=s64","userId":"10976176476532748849"}}},"source":["def prep(dosya):\n","  unwanted_words = [\"Nakarat\", \"Bölüm\", \"Giriş\", \"Çıkış\", \"Ön-Nakarat\", \n","                    \"Hook\", \"Chorus\", \"Verse\", \"Pre-Hook\", \"Intro\", \"Outro\", \n","                    \"Bridge\", \"Instrumental\", \"Pre-Chorus\", \"Break\", \"Refrain\", \n","                    \"Post-Chorus\"]\n","\n","  with open(dosya) as f:\n","    lines = f.readlines()\n","\n","  for line in lines:\n","    for word in line.split():\n","      if word.replace(\"[\", \"\").replace(\"]\", \"\").replace(\"(\", \"\").replace(\")\", \"\") in unwanted_words:\n","        try:\n","          lines.remove(line)\n","        except:\n","          line = line.replace(word, \"\")\n","\n","  for line in lines:\n","    if \"\\n\\n\" in line:\n","      line.replace(\"\\n\\n\", \"\\n\")\n","\n","  with open(dosya.replace(\".txt\", \"\") + \"2\" + \".txt\", 'w') as f:\n","    for line in lines:\n","      f.write(line)"],"execution_count":76,"outputs":[]},{"cell_type":"code","metadata":{"id":"rXhTDc_XIZR5","executionInfo":{"status":"ok","timestamp":1628854874141,"user_tz":-180,"elapsed":5942,"user":{"displayName":"Arda Uzunoğlu","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhPyMCfUSUnhLQTH4wHo9v-P0-VJlrCPDA9NaZNbQ=s64","userId":"10976176476532748849"}}},"source":["prep(\"pop_veri_seti.txt\")\n","prep(\"rock_veri_seti.txt\")\n","prep(\"rap_veri_seti.txt\")"],"execution_count":77,"outputs":[]}]}