diff --git a/DataCollection.ipynb b/DataCollection.ipynb new file mode 100644 index 0000000..7d50ccd --- /dev/null +++ b/DataCollection.ipynb @@ -0,0 +1 @@ +{"nbformat":4,"nbformat_minor":0,"metadata":{"colab":{"name":"DataCollection.ipynb","provenance":[],"authorship_tag":"ABX9TyNL1hnFLfjp1n6UlUm8JB3q"},"kernelspec":{"name":"python3","display_name":"Python 3"},"language_info":{"name":"python"}},"cells":[{"cell_type":"code","execution_count":1,"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"0D_azwu7-F-T","executionInfo":{"status":"ok","timestamp":1646193842168,"user_tz":300,"elapsed":8248,"user":{"displayName":"Mattheus Faria","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhjLi9sjJWu2_14PJLFUvYxzIAPFaO606bFBXZxyw=s64","userId":"06406791078906152497"}},"outputId":"dd6fc927-b324-40a6-8d56-036e6e6b7624"},"outputs":[{"output_type":"stream","name":"stdout","text":["Collecting spotipy\n"," Downloading spotipy-2.19.0-py3-none-any.whl (27 kB)\n","Collecting urllib3>=1.26.0\n"," Downloading urllib3-1.26.8-py2.py3-none-any.whl (138 kB)\n","\u001b[K |████████████████████████████████| 138 kB 11.9 MB/s \n","\u001b[?25hCollecting requests>=2.25.0\n"," Downloading requests-2.27.1-py2.py3-none-any.whl (63 kB)\n","\u001b[K |████████████████████████████████| 63 kB 2.3 MB/s \n","\u001b[?25hRequirement already satisfied: six>=1.15.0 in /usr/local/lib/python3.7/dist-packages (from spotipy) (1.15.0)\n","Requirement already satisfied: idna<4,>=2.5 in /usr/local/lib/python3.7/dist-packages (from requests>=2.25.0->spotipy) (2.10)\n","Requirement already satisfied: certifi>=2017.4.17 in /usr/local/lib/python3.7/dist-packages (from requests>=2.25.0->spotipy) (2021.10.8)\n","Requirement already satisfied: charset-normalizer~=2.0.0 in /usr/local/lib/python3.7/dist-packages (from requests>=2.25.0->spotipy) (2.0.12)\n","Installing collected packages: urllib3, requests, spotipy\n"," Attempting uninstall: urllib3\n"," Found existing installation: urllib3 1.24.3\n"," Uninstalling urllib3-1.24.3:\n"," Successfully uninstalled urllib3-1.24.3\n"," Attempting uninstall: requests\n"," Found existing installation: requests 2.23.0\n"," Uninstalling requests-2.23.0:\n"," Successfully uninstalled requests-2.23.0\n","\u001b[31mERROR: pip's dependency resolver does not currently take into account all the packages that are installed. This behaviour is the source of the following dependency conflicts.\n","google-colab 1.0.0 requires requests~=2.23.0, but you have requests 2.27.1 which is incompatible.\n","datascience 0.10.6 requires folium==0.2.1, but you have folium 0.8.3 which is incompatible.\u001b[0m\n","Successfully installed requests-2.27.1 spotipy-2.19.0 urllib3-1.26.8\n"]}],"source":["!pip install spotipy"]},{"cell_type":"code","source":["import spotipy\n","from spotipy.oauth2 import SpotifyClientCredentials\n","\n","cid = '8bc466d7fa994c40b1c0ad5ecde205ad' \n","secret = 'b045478038744d0a9a1917e2be70e15d'\n","\n","\n","client_credentials_manager = SpotifyClientCredentials(client_id=cid, client_secret=secret)\n","spotify_api = spotipy.Spotify(client_credentials_manager = client_credentials_manager)\n","\n","print(spotify_api)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"uHKox4RQ-IXP","executionInfo":{"status":"ok","timestamp":1646193844513,"user_tz":300,"elapsed":4,"user":{"displayName":"Mattheus Faria","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhjLi9sjJWu2_14PJLFUvYxzIAPFaO606bFBXZxyw=s64","userId":"06406791078906152497"}},"outputId":"f928b4d7-46f3-45f4-dff3-1bb662b0db84"},"execution_count":2,"outputs":[{"output_type":"stream","name":"stdout","text":["\n"]}]},{"cell_type":"code","source":["import json\n","import pandas as pd\n","\n","playlist_features_list = [\"artist\", \"album\", \"track_name\", \"track_id\", \"release_year\", \"explicit\", \"popularity\",\n"," \"danceability\", \"energy\", \"key\", \"loudness\", \"mode\", \"speechiness\",\n"," \"instrumentalness\", \"liveness\", \"valence\", \"tempo\", \"duration_ms\", \"time_signature\"]\n"," \n","def analyze_playlist (username, playlist_id, playlist_year):\n","\n"," offset = 0\n"," playlist_df = pd.DataFrame(columns = playlist_features_list)\n"," playlist = spotify_api.user_playlist_tracks(username, playlist_id, limit = 100, offset=offset)[\"items\"]\n"," count = 0\n","\n"," #print(playlist[0][\"track\"][\"album\"][\"artists\"][0][\"name\"])\n","\n"," for track in playlist:\n"," playlist_data = {}\n"," playlist_data[\"artist\"] = track[\"track\"][\"album\"][\"artists\"][0][\"name\"]\n"," playlist_data[\"album\"] = track[\"track\"][\"album\"][\"name\"]\n"," playlist_data[\"track_name\"] = track[\"track\"][\"name\"]\n"," playlist_data[\"track_id\"] = track[\"track\"][\"id\"]\n"," playlist_data[\"release_year\"] = playlist_year\n"," playlist_data[\"explicit\"] = track[\"track\"][\"explicit\"]\n"," playlist_data[\"popularity\"] = track[\"track\"][\"popularity\"]\n"," \n"," audio_data = spotify_api.audio_features(playlist_data[\"track_id\"])[0]\n"," for data in playlist_features_list[7:]:\n"," playlist_data[data] = audio_data[data]\n"," \n"," track_df = pd.DataFrame(playlist_data, index = [0])\n"," playlist_df = pd.concat([playlist_df, track_df], ignore_index = True)\n"," count += 1\n"," \n"," #topRange * 100 is the amount of songs that will be scraped per playlist\n"," topRange = 100\n"," for i in range(1,topRange):\n"," offset = 100 * i\n"," playlist = spotify_api.user_playlist_tracks(username, playlist_id, limit = 100, offset=offset)[\"items\"]\n"," #print(playlist[0][\"track\"][\"album\"][\"artists\"][0][\"name\"] + \" \" + str(count))\n"," \n"," for track in playlist:\n"," if(track[\"track\"] is not None):\n"," try:\n"," playlist_data = {}\n"," playlist_data[\"artist\"] = track[\"track\"][\"album\"][\"artists\"][0][\"name\"]\n"," playlist_data[\"album\"] = track[\"track\"][\"album\"][\"name\"]\n"," playlist_data[\"track_name\"] = track[\"track\"][\"name\"]\n"," playlist_data[\"track_id\"] = track[\"track\"][\"id\"]\n"," playlist_data[\"release_year\"] = playlist_year\n"," playlist_data[\"explicit\"] = track[\"track\"][\"explicit\"]\n"," playlist_data[\"popularity\"] = track[\"track\"][\"popularity\"]\n"," \n"," audio_data = spotify_api.audio_features(playlist_data[\"track_id\"])[0]\n"," for data in playlist_features_list[7:]:\n"," playlist_data[data] = audio_data[data]\n"," \n"," track_df = pd.DataFrame(playlist_data, index = [0])\n"," playlist_df = pd.concat([playlist_df, track_df], ignore_index = True)\n"," count += 1\n"," except:\n"," print(\" exception\")\n"," #print(json.dumps(track, indent=4))\n","\n"," return list(playlist_df.T.to_dict().values())"],"metadata":{"id":"3MzNTiiq-Jqp","executionInfo":{"status":"ok","timestamp":1646193847240,"user_tz":300,"elapsed":168,"user":{"displayName":"Mattheus Faria","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhjLi9sjJWu2_14PJLFUvYxzIAPFaO606bFBXZxyw=s64","userId":"06406791078906152497"}}},"execution_count":3,"outputs":[]},{"cell_type":"code","source":["def analyze_playlist_dict(playlist_dict):\n"," playlists = {}\n"," for i, (key, val) in enumerate(playlist_dict.items()):\n"," playlist = analyze_playlist(*val)\n"," print(len(playlist))\n"," playlists[key] = playlist\n"," return playlists"],"metadata":{"id":"nIn_7L9a-N4S","executionInfo":{"status":"ok","timestamp":1646193851027,"user_tz":300,"elapsed":6,"user":{"displayName":"Mattheus Faria","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhjLi9sjJWu2_14PJLFUvYxzIAPFaO606bFBXZxyw=s64","userId":"06406791078906152497"}}},"execution_count":4,"outputs":[]},{"cell_type":"code","source":["playlist_dict = {\n"," 'Top Tracks of 2018' : (\"Spotify\" , \"37i9dQZF1DX1HUbZS4LEyL\", 2018),\n"," 'Top Tracks of 2019' : (\"Spotify\" , \"37i9dQZF1DX7fxmJCMXN72\", 2019),\n"," 'Top Tracks of 2020' : (\"Spotify\" , \"37i9dQZF1DX7Jl5KP2eZaS\", 2020),\n"," 'Top Tracks of 2021' : (\"Spotify\" , \"37i9dQZF1DX18jTM2l2fJY\", 2020),\n","}"],"metadata":{"id":"mxIR7nM8-Pnk","executionInfo":{"status":"ok","timestamp":1646193853148,"user_tz":300,"elapsed":172,"user":{"displayName":"Mattheus Faria","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhjLi9sjJWu2_14PJLFUvYxzIAPFaO606bFBXZxyw=s64","userId":"06406791078906152497"}}},"execution_count":5,"outputs":[]},{"cell_type":"code","source":["from google.colab import drive\n","\n","drive.mount('/drive')"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"ltzN2Ob8-S3D","executionInfo":{"status":"ok","timestamp":1646193884301,"user_tz":300,"elapsed":29570,"user":{"displayName":"Mattheus Faria","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhjLi9sjJWu2_14PJLFUvYxzIAPFaO606bFBXZxyw=s64","userId":"06406791078906152497"}},"outputId":"e7896156-7e42-4986-cc06-4bd927cb035b"},"execution_count":6,"outputs":[{"output_type":"stream","name":"stdout","text":["Mounted at /drive\n"]}]},{"cell_type":"code","source":["import csv\n","\n","data = analyze_playlist_dict(playlist_dict)\n","data_file = open('/drive/My Drive/Data Vis Final/data_file.csv', 'w')\n","csv_writer = csv.DictWriter(data_file, fieldnames=playlist_features_list)\n","csv_writer.writeheader()\n"," \n","count = 0\n","for playlist in playlist_dict:\n"," plData = data[playlist]\n"," for track in plData:\n"," csv_writer.writerow(track)\n"," count += 1\n"," \n","data_file.close()"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"FsFBcuFL-TeM","executionInfo":{"status":"ok","timestamp":1646193959583,"user_tz":300,"elapsed":66183,"user":{"displayName":"Mattheus Faria","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhjLi9sjJWu2_14PJLFUvYxzIAPFaO606bFBXZxyw=s64","userId":"06406791078906152497"}},"outputId":"dfedf3c3-84c4-4b39-9b91-16fad5ebbee6"},"execution_count":7,"outputs":[{"output_type":"stream","name":"stdout","text":["100\n","50\n","50\n","50\n"]}]},{"cell_type":"code","source":["spotify_df = pd.read_csv('/drive/My Drive/Data Vis Final/data_file.csv')\n","print(spotify_df)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"Dtd08Ww9_DVD","executionInfo":{"status":"ok","timestamp":1646193981990,"user_tz":300,"elapsed":151,"user":{"displayName":"Mattheus Faria","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhjLi9sjJWu2_14PJLFUvYxzIAPFaO606bFBXZxyw=s64","userId":"06406791078906152497"}},"outputId":"f5b93028-49d9-4565-8eee-ed984779f563"},"execution_count":8,"outputs":[{"output_type":"stream","name":"stdout","text":[" artist album ... duration_ms time_signature\n","0 Drake Scorpion ... 198973 4\n","1 XXXTENTACION ? ... 166606 4\n","2 Post Malone beerbongs & bentleys ... 218147 4\n","3 Post Malone beerbongs & bentleys ... 221440 4\n","4 Drake Scorpion ... 217925 4\n",".. ... ... ... ... ...\n","245 J Balvin JOSE ... 217360 4\n","246 Joel Corry Head & Heart (feat. MNEK) ... 166028 4\n","247 Ariana Grande Positions ... 173711 4\n","248 Tate McRae you broke me first ... 169266 4\n","249 Sebastian Yatra Pareja Del Año ... 195053 4\n","\n","[250 rows x 19 columns]\n"]}]},{"cell_type":"code","source":["#Code Provided by Alvin Lee (See https://github.com/MFaria27/DS3010-Spotify-Project/blob/main/DS3010_Project.ipynb for details)\n","\n","pd.options.mode.chained_assignment = None\n","\n","#iterate through key column to replace key values with string\n","for i in range(0, len(spotify_df.key)):\n"," if spotify_df.key[i] == \"C\":\n"," spotify_df.key[i] = 0\n"," elif spotify_df.key[i] == \"C#/Db\":\n"," spotify_df.key[i] = 1\n"," elif spotify_df.key[i] == \"D\":\n"," spotify_df.key[i] = 2\n"," elif spotify_df.key[i] == \"D#/Eb\":\n"," spotify_df.key[i] = 3\n"," elif spotify_df.key[i] == \"E\":\n"," spotify_df.key[i] = 4\n"," elif spotify_df.key[i] == \"F\":\n"," spotify_df.key[i] = 5\n"," elif spotify_df.key[i] == \"F#/Gb\":\n"," spotify_df.key[i] = 6\n"," elif spotify_df.key[i] == \"G\":\n"," spotify_df.key[i] = 7\n"," elif spotify_df.key[i] == \"G#/Ab\":\n"," spotify_df.key[i] = 8\n"," elif spotify_df.key[i] == \"A\":\n"," spotify_df.key[i] = 9\n"," elif spotify_df.key[i] == \"A#/Bb\":\n"," spotify_df.key[i] = 10\n"," elif spotify_df.key[i] == \"B\":\n"," spotify_df.key[i] = 11\n","\n","#iterate through mode column to replace 0 or 1 with Minor/Major\n","for i in range(0, len(spotify_df['mode'])):\n"," if spotify_df['mode'][i] == 'Minor':\n"," spotify_df['mode'][i] = 0\n"," elif spotify_df['mode'][i] == 'Major':\n"," spotify_df['mode'][i] = 1\n","#print(spotify_df.key.head())\n","\n","for i in range(0, len(spotify_df['explicit'])):\n"," if spotify_df.explicit[i] == True:\n"," spotify_df.explicit[i] = 1\n"," elif spotify_df.explicit[i] == False:\n"," spotify_df.explicit[i] = 0\n","\n","#check correct transformation\n","print(spotify_df.explicit.head())\n","print(spotify_df.explicit.tail())\n","\n","spotify_df.to_csv('/drive/My Drive/Data Vis Final/clean_data_file.csv')"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"NPds3zbQDTtz","executionInfo":{"status":"ok","timestamp":1646194014180,"user_tz":300,"elapsed":613,"user":{"displayName":"Mattheus Faria","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhjLi9sjJWu2_14PJLFUvYxzIAPFaO606bFBXZxyw=s64","userId":"06406791078906152497"}},"outputId":"d1e6af2b-9460-4d7b-c64b-af31564c0e76"},"execution_count":11,"outputs":[{"output_type":"stream","name":"stdout","text":["0 1\n","1 1\n","2 1\n","3 1\n","4 1\n","Name: explicit, dtype: object\n","245 0\n","246 0\n","247 1\n","248 0\n","249 0\n","Name: explicit, dtype: object\n"]}]},{"cell_type":"code","source":["clean_df = pd.read_csv('/drive/My Drive/Data Vis Final/clean_data_file.csv')\n","print(clean_df)"],"metadata":{"colab":{"base_uri":"https://localhost:8080/"},"id":"Ovb9k_SLEAay","executionInfo":{"status":"ok","timestamp":1646194019594,"user_tz":300,"elapsed":143,"user":{"displayName":"Mattheus Faria","photoUrl":"https://lh3.googleusercontent.com/a-/AOh14GhjLi9sjJWu2_14PJLFUvYxzIAPFaO606bFBXZxyw=s64","userId":"06406791078906152497"}},"outputId":"01b2e993-3716-44c4-a075-b0e40492af35"},"execution_count":12,"outputs":[{"output_type":"stream","name":"stdout","text":[" Unnamed: 0 artist ... duration_ms time_signature\n","0 0 Drake ... 198973 4\n","1 1 XXXTENTACION ... 166606 4\n","2 2 Post Malone ... 218147 4\n","3 3 Post Malone ... 221440 4\n","4 4 Drake ... 217925 4\n",".. ... ... ... ... ...\n","245 245 J Balvin ... 217360 4\n","246 246 Joel Corry ... 166028 4\n","247 247 Ariana Grande ... 173711 4\n","248 248 Tate McRae ... 169266 4\n","249 249 Sebastian Yatra ... 195053 4\n","\n","[250 rows x 20 columns]\n"]}]}]} \ No newline at end of file diff --git a/Gotham_Bold_Regular.ttf b/Gotham_Bold_Regular.ttf new file mode 100644 index 0000000..b05a6dd Binary files /dev/null and b/Gotham_Bold_Regular.ttf differ diff --git a/Progress Book.pdf b/Progress Book.pdf new file mode 100644 index 0000000..6166548 Binary files /dev/null and b/Progress Book.pdf differ diff --git a/README.md b/README.md index 69875d8..3625601 100644 --- a/README.md +++ b/README.md @@ -1,123 +1,30 @@ -Final Project - Interactive Data Visualization +Data Visualization Final Project - Spotify's Top Tracks and Popularity === +Mattheus Faria and Kristi Prifti -The key learning experience of this course is the final project. -You will design a web site and interactive visualizations that answer questions you have, provide an exploratory interface to some topic of your own choosing, or take on a more ambitious experiment than A3. -You will acquire the data, design your visualizations, implement them, and critically evaluate the results. - -The path to a good visualization is going to involve mistakes and wrong turns. -It is therefore important to recognize that mistakes are valuable in finding the path to a solution, to broadly explore the design space, and to iterate designs to improve possible solutions. -To help you explore the design space, we will hold events such as feedback sessions in which you propose your idea and initial designs and receive feedback from the class and staff. - -Proposals / Idea Generation +Overview --- -Submit project ideas using [this Google Form](https://docs.google.com/forms/d/e/1FAIpQLSepaCzjEq9AXwmJ8mJ-06ytkQUuLI1Z2QF5KGyhVnKaxBI-mA/viewform?usp=sf_link). +Spotify is one of, if not the most popular music streaming service used today. What many people don’t know is that Spotify has strangely specific data on each song uploaded to its platform. Numerical values ranging from how danceable a song is to how happy the tone of the song is. -You're encouraged to submit many ideas-- staff will help you identify the most promising ones and possible roadblocks. +We want to use this data on the top tracks throughout recent years in order to answer questions on what makes a song popular. -Please stick to 1-4 folks per team. +All files in this repository are original except for the Gotham Bold Regular font file -Final Project Materials +Links --- -For your final project you must hand in the following items. - -### Process Book - -An important part of your project is your process book. Your process book details your steps in developing your solution, including the alternative designs you tried, and the insights you got. Develop your process book out of the project proposal. Equally important to your final results is how you got there! Your process book is the place you describe and document the space of possibilities you explored at each step of your project. It is not, however, a journal or lab notebook that describes every detail - you should think carefully about the important decisions you made and insights you gained and present your reasoning in a concise way. - -We strongly advise you to include many figures in your process book, including photos of your sketches of potential designs, screen shots from different visualization tools you explored, inspirations of visualizations you found online, etc. Several images illustrating changes in your design or focus over time will be far more informative than text describing those changes. Instead, use text to describe the rationale behind the evolution of your project. - -Your process book should include the following topics. Depending on your project type the amount of discussion you devote to each of them will vary: - -- Overview and Motivation: Provide an overview of the project goals and the motivation for it. Consider that this will be read by people who did not see your project proposal. -- Related Work: Anything that inspired you, such as a paper, a web site, visualizations we discussed in class, etc. -- Questions: What questions are you trying to answer? How did these questions evolve over the course of the project? What new questions did you consider in the course of your analysis? -- Data: Source, scraping method, cleanup, etc. -- Exploratory Data Analysis: What visualizations did you use to initially look at your data? What insights did you gain? How did these insights inform your design? -- Design Evolution: What are the different visualizations you considered? Justify the design decisions you made using the perceptual and design principles you learned in the course. Did you deviate from your proposal? -- Implementation: Describe the intent and functionality of the interactive visualizations you implemented. Provide clear and well-referenced images showing the key design and interaction elements. -- Evaluation: What did you learn about the data by using your visualizations? How did you answer your questions? How well does your visualization work, and how could you further improve it? - -As this will be your only chance to describe your project in detail make sure that your process book is a standalone document that fully describes your results and the final design. -[Here](http://dataviscourse.net/2015/assets/process_books/bansal_cao_hou.pdf) are a [few examples](http://dataviscourse.net/2015/assets/process_books/walsh_trevino_bett.pdf) of process books from a similar course final. - -Tip: Start your process book on Day 1. Make entries after each meeting, and trim / edit as needed towards the end of the project. Many folks use either slides software (like PowerPoint) or Google Docs to make this book, as both allow for flexible layouts and export to PDF. +Link to Website: https://mfaria27.github.io/final/ -### Project Website - -Create a public website for your project using GitHub pages or another web hosting service of your choice. -The web site should contain your interactive visualization, summarize the main results of the project, and tell a story. -Consider your audience (the site should be public if possible, unless you're running an experiment, etc.) and keep the level of discussion at the appropriate level. -Your process book and data should be linked from the web site as well. -Also embed your interactive visualization and your screen-cast in your website. -If you are not able to publish your work (e.g., due to confidential data) please let us know in your project proposal. - -### Project Screen-Cast - -Each team will create a two minute screen-cast with narration showing a demo of your visualization and/or some slides. - -You can use any screencast tool of your choice, such as Camtasia or Loom (new and recommended). -Please make sure that the sound quality of your video is good -- it may be worthwhile to invest in an external USB microphone-- campus IT should have some you can borrow. -Upload the video to an online video-platform such as YouTube or Vimeo and embed it into your project web page. -For our final project presentation day, we will show as many videos in class as possible, and ask teams to field questions. - -We will strictly enforce the two minute time limit for the video, so please make sure you are not running longer. -Use principles of good storytelling and presentations to get your key points across. Focus the majority of your screencast on your main contributions rather than on technical details. -What do you feel is the best part of your project? -What insights did you gain? -What is the single most important thing you would like your audience to take away? Make sure it is front and center rather than at the end. - -Outside Libraries/References ---- - -For this project you *do not* have to write everything from scratch. +Link to Video: https://www.youtube.com/watch?v=FJfA4VLp_eE -You may *reference* demo programs from books or the web, and *include* popular web libraries like Material UI, React, Svelte, etcetera. - -Please *do not* use libraries on top of d3 without consulting staff, however. -Libraries like nvd3.js look tempting, but such libraries often have poor defaults and result in poor visualizations. -There may be exceptions. -Instead, draw from the numerous existing d3 examples on the web. - -If you use outside sources please provide a References section with links at the end of your Readme. - -Resources ---- -The "[Data is Plural](https://tinyletter.com/data-is-plural/archive)" weekly letter often contains interesting datasets. - -Think of something you're interested in, go find data on it! Include data collection and processing as part of your work on this project. - -Requirements ---- - -Store the following in your GitHub repository: - -- Code - All web site files and libraries assuming they are not too big to include -- Data - Include all the data that you used in your project. If the data is too large for github store it on a cloud storage provider, such as Dropbox or Yousendit. -- Process Book- Your Process Book in PDF format. -- README - The README file must give an overview of what you are handing in: which parts are your code, which parts are libraries, and so on. The README must contain URLs to your project websites and screencast videos. The README must also explain any non-obvious features of your interface. - -GitHub Details ---- - -- Fork the repo. You now have a copy associated with your username. -- Make changes to index.html to fulfill the project requirements. -- Make sure your "main" branch matches your "gh-pages" branch. See the GitHub Guides referenced above if you need help. -- Edit the README.md with a link to your gh-pages or other external site: for example http://YourUsernameGoesHere.github.io/DataVisFinal/index.html -- To submit, make a [Pull Request](https://help.github.com/articles/using-pull-requests/) on the original repository. - -Grading ---- - -- Process Book - Are you following a design process that is well documented in your process book? -- Solution - Is your visualization effective in answering your intended questions? Was it designed following visualization principles? -- Implementation - What is the quality of your implementation? Is it appropriately polished, robust, and reliable? -- Presentation - Are your web site and screencast clear, engaging, and effective? -Your individual project score will also be influenced by your peer evaluations. +Link to Progress Book: https://github.com/MFaria27/final/blob/main/Progress%20Book.pdf References --- +Top Tracks of 2017 Visualization by Pooja Gandhi: +https://www.tableau.com/community/music/spotify-top-tracks + +Spotify Data Collection by Mattheus Faria and Alvin Lee: +https://github.com/MFaria27/DS3010-Spotify-Project -- This final project is adapted from https://www.dataviscourse.net/2020/project/ diff --git a/clean_data_file.csv b/clean_data_file.csv new file mode 100644 index 0000000..b565ae7 --- /dev/null +++ b/clean_data_file.csv @@ -0,0 +1,251 @@ +,artist,album,track_name,track_id,release_year,explicit,popularity,danceability,energy,key,loudness,mode,speechiness,instrumentalness,liveness,valence,tempo,duration_ms,time_signature, +0,Drake,Scorpion,God's Plan,6DCZcSspjsKoFjzjrWoCdn,2018,1,85,0.754,0.449,7,-9.211,1,0.109,8.29E-05,0.552,0.357,77.169,198973,4,2018 +1,XXXTENTACION,?,SAD!,3ee8Jmje8o58CHK66QrVC2,2018,1,87,0.74,0.613,8,-4.88,1,0.145,0.00372,0.123,0.473,75.023,166606,4, +2,Post Malone,beerbongs & bentleys,rockstar (feat. 21 Savage),0e7ipj03S05BNilyu5bRzt,2018,1,87,0.585,0.52,5,-6.136,0,0.0712,7.01E-05,0.131,0.129,159.801,218147,4, +3,Post Malone,beerbongs & bentleys,Psycho (feat. Ty Dolla $ign),3swc6WTsr7rl9DqQKQA55C,2018,1,81,0.75,0.56,8,-8.094,1,0.105,0,0.111,0.459,140.06,221440,4, +4,Drake,Scorpion,In My Feelings,2G7V7zsVDxg1yRsu7Ew9RJ,2018,1,79,0.835,0.626,1,-5.833,1,0.125,6.00E-05,0.396,0.35,91.03,217925,4, +5,Post Malone,beerbongs & bentleys,Better Now,7dt6x5M1jzdTEt8oCbisTK,2018,1,83,0.68,0.578,10,-5.804,1,0.04,0,0.135,0.341,145.038,231267,4, +6,Cardi B,Invasion of Privacy,I Like It,58q2HKrzhC3ozto2nDdN4z,2018,1,82,0.816,0.726,5,-3.998,0,0.129,0,0.372,0.65,136.048,253390,4, +7,Calvin Harris,One Kiss (with Dua Lipa),One Kiss (with Dua Lipa),7ef4DlsgrMEH11cDZd32M6,2018,0,84,0.791,0.862,9,-3.24,0,0.11,2.19E-05,0.0814,0.592,123.994,214847,4, +8,Dua Lipa,Dua Lipa (Deluxe),IDGAF,76cy1WJvNGJTj78UqeA5zr,2018,1,81,0.836,0.544,7,-5.975,1,0.0943,0,0.0824,0.51,97.028,217947,4, +9,Marshmello,FRIENDS,FRIENDS,08bNPGLD8AhKpnnERrAc6G,2018,1,82,0.626,0.88,9,-2.384,0,0.0504,0,0.128,0.534,95.079,202621,4, +10,Camila Cabello,Camila,Havana (feat. Young Thug),1rfofaqEpACxVEHIZBJe6W,2018,0,83,0.765,0.523,2,-4.333,1,0.03,3.56E-05,0.132,0.394,104.988,217307,4, +11,Juice WRLD,Goodbye & Good Riddance,Lucid Dreams,0s3nnoMeVWz3989MkNQiRf,2018,1,3,0.511,0.566,6,-7.23,0,0.2,0,0.34,0.218,83.903,239836,4, +12,Drake,Scorpion,Nice For What,3CA9pLiwRIGtUBiMjbZmRw,2018,1,80,0.585,0.909,8,-6.474,1,0.0707,9.70E-05,0.119,0.758,93.372,210747,4, +13,Maroon 5,Red Pill Blues (Deluxe),Girls Like You (feat. Cardi B) - Cardi B Version,7fa9MBXhVfQ8P8Df9OEbD8,2018,1,77,0.851,0.541,0,-6.825,1,0.0505,0,0.13,0.448,124.959,235545,4, +14,Zedd,The Middle,The Middle,09IStsImFySgyp0pIQdqAc,2018,0,83,0.753,0.657,7,-3.061,1,0.0449,0,0.112,0.437,107.01,184732,4, +15,Kendrick Lamar,Black Panther The Album Music From And Inspired By,All The Stars (with SZA),3GCdLUSnKSMJhs4Tj6CV3s,2018,1,84,0.698,0.633,8,-4.946,1,0.0597,0.000194,0.0926,0.552,96.924,232187,4, +16,Ariana Grande,Sweetener,no tears left to cry,2qT1uLXPVPzGgFOx4jtEuo,2018,0,81,0.699,0.713,9,-5.507,0,0.0594,3.11E-06,0.294,0.354,121.993,205920,4, +17,Nicky Jam,X,X,39N9RPD9MRb5WmoLzNzPeA,2018,0,3,0.595,0.773,9,-4.736,0,0.0549,0.00108,0.334,0.711,180.073,173628,4, +18,XXXTENTACION,?,Moonlight,0JP9xo3adEtGSdUEISiszL,2018,1,86,0.921,0.537,9,-5.723,0,0.0804,0.00404,0.102,0.711,128.009,135090,4, +19,BlocBoy JB,Look Alive (feat. Drake),Look Alive (feat. Drake),4qKcDkK6siZ7Jp1Jb4m0aL,2018,1,77,0.922,0.581,10,-7.495,1,0.27,5.86E-05,0.105,0.595,140.022,181263,4, +20,Rudimental,"These Days (feat. Jess Glynne, Macklemore & Dan Caplen)","These Days (feat. Jess Glynne, Macklemore & Dan Caplen)",5CLGzJsGqhCEECcpnFQA8x,2018,0,76,0.653,0.809,0,-4.057,1,0.0474,0,0.165,0.55,92.213,210773,4, +21,Nio Garcia,Te Boté (Remix),Te Boté - Remix,3V8UKqhEK5zBkBb6d6ub8i,2018,1,80,0.903,0.675,11,-3.445,0,0.214,1.28E-05,0.0595,0.442,96.507,417920,4, +22,Bazzi,COSMIC,Mine,7uzmGiiJyRfuViKKK3lVmR,2018,1,79,0.71,0.789,4,-3.874,1,0.0722,2.77E-06,0.451,0.717,142.929,131064,4, +23,5 Seconds of Summer,Youngblood (Deluxe),Youngblood,2iUXsYOEPhVqEBwsqP70rE,2018,0,83,0.596,0.854,7,-5.114,0,0.463,0,0.124,0.152,120.274,203418,4, +24,Dua Lipa,Dua Lipa (Complete Edition),New Rules,2xJCMIJfcNYDc5iR0sAm2O,2018,0,58,0.762,0.7,9,-6.021,0,0.0694,1.56E-05,0.153,0.608,116.073,209320,4, +25,Ed Sheeran,÷ (Deluxe),Shape of You,7qiZfU4dY1lWllzX7mPBI3,2018,0,88,0.825,0.652,1,-3.183,0,0.0802,0,0.0931,0.931,95.977,233713,4, +26,Khalid,Love Lies (with Normani),Love Lies (with Normani),45Egmo7icyopuzJN0oMEdk,2018,0,77,0.708,0.648,6,-5.626,1,0.0449,0,0.134,0.338,143.955,201707,4, +27,Bebe Rexha,Expectations,Meant to Be (feat. Florida Georgia Line),4e4fqjx0Izh4svvTef1z7e,2018,0,73,0.642,0.772,10,-6.61,1,0.0848,0,0.0646,0.589,153.995,164205,4, +28,XXXTENTACION,17,Jocelyn Flores,7m9OqQk4RVRkw9JJdeAw96,2018,1,88,0.872,0.391,0,-9.144,0,0.242,4.13E-06,0.297,0.437,134.021,119133,4, +29,Ed Sheeran,÷ (Deluxe),Perfect,0tgVpDi06FyKpA1z0VMD4v,2018,0,89,0.599,0.448,8,-6.312,1,0.0232,0,0.106,0.168,95.05,263400,3, +30,Tyga,Taste (feat. Offset),Taste (feat. Offset),5IaHrVsrferBYDm0bDyABy,2018,1,77,0.884,0.559,0,-7.442,1,0.12,0,0.101,0.342,97.994,232959,4, +31,Clean Bandit,Solo (feat. Demi Lovato),Solo (feat. Demi Lovato),6kPJZM97LwdG9QIsT7khp6,2018,0,75,0.737,0.636,11,-4.546,0,0.0437,6.66E-05,0.35,0.565,105.005,222653,4, +32,Post Malone,Stoney (Deluxe),I Fall Apart,75ZvA4QfFiZvzhj2xkaWAh,2018,1,82,0.556,0.538,8,-5.408,0,0.0382,0,0.196,0.291,143.95,223347,4, +33,Dennis Lloyd,Nevermind,Nevermind,63SevszngYpZOwf63o61K4,2018,0,78,0.6,0.688,5,-8.339,0,0.201,1.29E-05,0.409,0.0793,99.977,156600,4, +34,Luis Fonsi,Échame La Culpa,Échame La Culpa,2hl6q70unbviGo3g1R7uFx,2018,0,66,0.733,0.892,0,-3.641,1,0.0417,0,0.137,0.675,95.989,173720,4, +35,benny blanco,Eastside (with Halsey & Khalid),Eastside (with Halsey & Khalid),0d2iYfpKoM0QCKvcLCkBao,2018,0,79,0.56,0.68,6,-7.648,0,0.321,0,0.116,0.319,89.391,173800,4, +36,Camila Cabello,Camila,Never Be the Same,4eWQlBRaTjPPUlzacqEeoQ,2018,0,77,0.637,0.713,0,-4.333,1,0.0747,0.000637,0.137,0.243,129.923,226973,4, +37,Selena Gomez,Wolves,Wolves,0tBbt8CrmxbjRP0pueQkyU,2018,0,82,0.724,0.804,11,-4.614,0,0.0448,0,0.204,0.306,124.987,197993,4, +38,XXXTENTACION,?,changes,7AFASza1mXqntmGtbxXprO,2018,0,83,0.669,0.308,11,-10.068,1,0.029,0,0.0984,0.52,64.934,121887,4, +39,Dynoro,In My Mind,In My Mind,0E9ZjEAyAwOXZ7wJC0PD33,2018,0,82,0.694,0.77,6,-5.335,1,0.149,1.10E-05,0.118,0.163,125.905,184560,4, +40,Eminem,Revival,River (feat. Ed Sheeran),1cS0TgbR263ey9jn0MwD2s,2018,1,76,0.748,0.749,8,-5.916,0,0.516,0,0.0713,0.659,90.09,221013,4, +41,Daddy Yankee,Dura,Dura,6KuqAtoeVzxAYOaMveLNpH,2018,0,74,0.783,0.84,1,-3.416,1,0.051,0,0.412,0.839,95.001,200480,4, +42,Travis Scott,ASTROWORLD,SICKO MODE,2xLMifQCjDGFmkHkpNLD9h,2018,1,85,0.834,0.73,8,-3.714,1,0.222,0,0.124,0.446,155.008,312820,4, +43,Imagine Dragons,Evolve,Thunder,1zB4vmk8tFRmM9UULNzbLB,2018,0,86,0.605,0.822,0,-4.833,1,0.0438,0.134,0.147,0.288,167.997,187147,4, +44,Reik,Me Niego (feat. Ozuna & Wisin),Me Niego (feat. Ozuna & Wisin),6jA8JUuPCGYjFcgw0AoM5T,2018,0,2,0.777,0.779,0,-4.449,0,0.0972,0,0.636,0.768,94.023,221653,4, +45,Tiësto,Jackie Chan,Jackie Chan,4kWO6O1BUXcZmaxitpVUwp,2018,1,75,0.747,0.834,3,-2.867,0,0.045,0,0.0586,0.687,128.005,215760,4, +46,Bruno Mars,Finesse (Remix) [feat. Cardi B],Finesse - Remix; feat. Cardi B,3Vo4wInECJQuz9BIBMOu8i,2018,0,77,0.704,0.859,5,-4.877,0,0.0996,0,0.0215,0.926,105.115,217289,4, +47,Selena Gomez,Back To You (From 13 Reasons Why – Season 2 Soundtrack),Back To You - From 13 Reasons Why – Season 2 Soundtrack,4hQ6UGyWQIGJmHSo0J88JW,2018,0,77,0.601,0.724,6,-4.856,1,0.0486,1.68E-06,0.12,0.508,102.061,207905,4, +48,NF,Perception,Let You Down,52okn5MNA47tk87PeZJLEL,2018,0,84,0.662,0.714,5,-5.68,0,0.121,0,0.179,0.464,147.997,212120,4, +49,The Weeknd,"My Dear Melancholy,",Call Out My Name,1gm616Plq4ScqNi7TVkZ5N,2018,0,1,0.489,0.598,1,-4.929,1,0.036,0,0.35,0.172,134.045,228373,3, +50,21 Savage,Without Warning,Ric Flair Drip (with Metro Boomin),7sO5G9EABYOXQKNPNiE9NR,2018,1,84,0.88,0.428,9,-8.28,1,0.206,5.05E-05,0.114,0.333,100.007,172800,4, +51,Marshmello,Happier,Happier,2dpaYNEQHiRxtZbfNsse99,2018,0,85,0.687,0.792,5,-2.749,1,0.0452,0,0.167,0.671,100.015,214290,4, +52,Sam Smith,The Thrill Of It All (Special Edition),Too Good At Goodbyes,1mXVgsBdtIVeCLJnSnmtdV,2018,0,83,0.681,0.372,5,-8.237,1,0.0432,0,0.169,0.476,91.873,201000,4, +53,Lil Dicky,Freaky Friday (feat. Chris Brown),Freaky Friday (feat. Chris Brown),10Igtw8bSDyyFs7KIsKngZ,2018,1,73,0.755,0.599,8,-5.042,1,0.224,0,0.109,0.755,133.123,216632,4, +54,Imagine Dragons,Evolve,Believer,0pqnGHJpmpxLKifKRmU6WP,2018,0,90,0.776,0.78,10,-4.374,0,0.128,0,0.081,0.666,124.949,204347,4, +55,6ix9ine,FEFE (feat. Nicki Minaj & Murda Beatz),FEFE (feat. Nicki Minaj & Murda Beatz),2E124GmJRnBJuXbTb4cPUB,2018,1,1,0.931,0.387,1,-9.127,1,0.412,0,0.136,0.376,125.978,179405,4, +56,Jonas Blue,Blue,Rise,3KLygy1YWhmrQx0GRs7IOx,2018,0,0,0.687,0.785,1,-4.65,1,0.0333,0,0.203,0.655,106.046,194408,4, +57,Loud Luxury,Body (feat. brando),Body (feat. brando),7K7MUBCnzgBAvMVW2RTWNs,2018,0,1,0.752,0.764,1,-4.399,1,0.038,9.44E-05,0.0543,0.582,121.958,163216,4, +58,Lil Uzi Vert,Luv Is Rage 2,XO Tour Llif3,7GX5flRQZVHRAGd6B4TmDO,2018,1,85,0.732,0.75,11,-6.366,0,0.231,0,0.109,0.401,155.096,182707,4, +59,Becky G,Sin Pijama,Sin Pijama,2ijef6ni2amuunRoKTlgww,2018,0,73,0.791,0.745,11,-3.695,0,0.0464,2.93E-05,0.104,0.82,94.014,188560,4, +60,Anne-Marie,Speak Your Mind (Deluxe),2002,2BgEsaKNfHUdlh97KmvFyo,2018,0,84,0.697,0.683,1,-2.881,0,0.117,0,0.137,0.603,96.133,186987,4, +61,Drake,Scorpion,Nonstop,0TlLq3lA83rQOYtrqBqSct,2018,1,81,0.912,0.412,7,-8.074,1,0.123,0.0126,0.104,0.423,154.983,238614,4, +62,XXXTENTACION,17,Fuck Love (feat. Trippie Redd),7AQim7LbvFVZJE3O8TYgf2,2018,1,85,0.797,0.533,0,-9.74,0,0.0412,0.000152,0.103,0.329,131.036,146520,4, +63,Shawn Mendes,Shawn Mendes,In My Blood,2QZ7WLBE8h2y1Y5Fb8RYbH,2018,0,78,0.622,0.712,5,-7.321,1,0.066,0,0.13,0.487,140.025,211360,4, +64,Marshmello,Silence,Silence,7vGuf3Y35N4wmASOKLUVVU,2018,0,83,0.52,0.761,4,-3.093,1,0.0853,4.96E-06,0.17,0.286,141.971,180823,4, +65,Ariana Grande,Sweetener,God is a woman,5OCJzvD7sykQEKHH7qAC3C,2018,1,82,0.602,0.658,1,-5.934,1,0.0558,6.00E-05,0.237,0.268,145.031,197547,4, +66,Piso 21,Ubuntu,Déjala Que Vuelva (feat. Manuel Turizo),1j6xOGusnyXq3l6IryKF3G,2018,0,75,0.681,0.788,1,-4.323,1,0.0785,0,0.0753,0.839,170.019,220117,4, +67,David Guetta,7,Flames,66BjcDhhwWCcQIBxHMpKXh,2018,0,63,0.631,0.649,5,-5.892,0,0.0385,3.80E-06,0.0934,0.421,93.95,194680,4, +68,Maroon 5,Red Pill Blues (Deluxe),What Lovers Do,0WdGQhoAP2LBsqr5Jhit2g,2018,0,36,0.799,0.597,5,-5.131,0,0.0611,5.66E-06,0.1,0.419,110.001,199849,4, +69,DJ Snake,"Taki Taki (with Selena Gomez, Ozuna & Cardi B)","Taki Taki (with Selena Gomez, Ozuna & Cardi B)",4w8niZpiMy6qz1mntFA5uM,2018,1,79,0.842,0.801,8,-4.167,0,0.228,4.82E-06,0.0642,0.617,95.881,212500,4, +70,Hailee Steinfeld,"Let Me Go (with Alesso, Florida Georgia Line & watt)","Let Me Go (with Alesso, Florida Georgia Line & watt)",5Gu0PDLN4YJeW75PpBSg9p,2018,0,80,0.664,0.708,8,-4.154,1,0.0474,0,0.0841,0.742,103.07,174800,4, +71,Portugal. The Man,Woodstock,Feel It Still,6QgjcU0zLnzq5OrUoSZ3OK,2018,0,80,0.801,0.795,1,-5.115,0,0.0504,0.000113,0.0717,0.754,79.028,163253,4, +72,Kendrick Lamar,Black Panther The Album Music From And Inspired By,Pray For Me (with Kendrick Lamar),77UjLW8j5UAGAGVGhR5oUK,2018,1,73,0.735,0.677,2,-4.979,1,0.093,2.17E-05,0.111,0.188,100.584,211440,4, +73,Migos,Culture II,Walk It Talk It,6n4U3TlzUGhdSFbUUhTvLP,2018,1,78,0.907,0.633,2,-5.145,1,0.184,2.60E-06,0.106,0.395,145.914,276147,4, +74,G-Eazy,The Beautiful & Damned,Him & I (with Halsey),5k38wzpLb15YgncyWdTZE4,2018,1,79,0.589,0.731,2,-6.343,1,0.0868,0,0.308,0.191,87.908,268867,4, +75,Post Malone,beerbongs & bentleys,Candy Paint,32lItqlMi4LBhb4k0BaSaC,2018,1,78,0.664,0.667,4,-5.941,1,0.154,1.22E-06,0.0753,0.381,180.064,227533,4, +76,Post Malone,Stoney (Deluxe),Congratulations,3a1lNhkSLSkpJE4MSHpDu9,2018,1,84,0.63,0.804,6,-4.183,1,0.0363,0,0.253,0.492,123.146,220293,4, +77,Sofía Reyes,"1, 2, 3 (feat. Jason Derulo & De La Ghetto)","1, 2, 3 (feat. Jason Derulo & De La Ghetto)",4QtiVmuA88tPQiCOHZuQ5b,2018,0,70,0.792,0.895,1,-3.112,0,0.0589,0,0.0501,0.794,94.968,201526,4, +78,Natti Natasha,Criminal,Criminal,6Za3190Sbw39BBC77WSS1C,2018,0,78,0.814,0.813,2,-3.023,0,0.0561,9.33E-05,0.255,0.839,79.997,232550,4, +79,Rich The Kid,The World Is Yours,Plug Walk,1ZAyjvIk9YiD76yYy0TEG6,2018,1,77,0.876,0.519,11,-6.531,1,0.143,0,0.108,0.158,94.981,175230,4, +80,Billie Eilish,lovely (with Khalid),lovely (with Khalid),0u2P5u6lvoDfwTYjAADbn4,2018,0,90,0.351,0.296,4,-10.109,0,0.0333,0,0.095,0.12,115.284,200186,4, +81,Migos,Culture II,Stir Fry,2UVbBKQOdFAekPTRsnkzcf,2018,1,74,0.817,0.816,2,-5.402,1,0.269,0,0.159,0.508,181.982,190288,4, +82,Kendrick Lamar,DAMN.,HUMBLE.,7KXjTSCq5nL1LoYtL7XAwS,2018,1,86,0.908,0.621,1,-6.638,0,0.102,5.39E-05,0.0958,0.421,150.011,177000,4, +83,Ozuna,Aura,Vaina Loca,48zFZh27QU5qsrBjn4C2FA,2018,0,75,0.754,0.805,6,-4.249,1,0.0752,0,0.203,0.555,93.982,176133,4, +84,Ed Sheeran,Perfect Duet (Ed Sheeran & Beyoncé),Perfect Duet (Ed Sheeran & Beyoncé),1bhUWB0zJMIKr9yVPrkEuI,2018,0,83,0.587,0.299,8,-7.365,1,0.0263,0,0.123,0.356,94.992,259550,3, +85,Maluma,F.A.M.E.,Corazón (feat. Nego do Borel),5cepAtqnEQ6yVG6088zMMu,2018,0,73,0.722,0.738,9,-6.073,0,0.247,1.47E-05,0.198,0.748,198.075,184720,4, +86,Khalid,American Teen,Young Dumb & Broke,5Z3GHaZ6ec9bsiI5BenrbY,2018,0,83,0.799,0.539,1,-6.351,1,0.0421,1.66E-05,0.165,0.394,136.948,202547,4, +87,Ozuna,Odisea,Síguelo Bailando,5Y9fnynLlIvqtM710MHzfz,2018,0,72,0.855,0.664,9,-7.11,0,0.0607,3.97E-05,0.0937,0.626,98.015,226800,4, +88,Anitta,Downtown,Downtown,3Ga6eKrUFf12ouh9Yw3v2D,2018,0,75,0.775,0.679,4,-4.985,0,0.135,7.26E-05,0.068,0.619,166.008,193456,4, +89,Wolfine,Bella,Bella,3xcCix7Jv1Rp90YVmgo35D,2018,0,3,0.909,0.493,3,-6.688,1,0.0735,0.000147,0.127,0.844,94.016,197120,4, +90,Calvin Harris,Promises (with Sam Smith),Promises (with Sam Smith),5N5k9nd479b1xpDZ4usjrg,2018,0,79,0.781,0.768,11,-5.991,1,0.0394,4.91E-06,0.325,0.486,123.07,213309,4, +91,Lil Baby,Harder Than Ever,Yes Indeed,6vN77lE9LK6HP2DewaN6HZ,2018,1,83,0.963,0.346,5,-9.309,0,0.53,0,0.108,0.562,119.957,142273,4, +92,Lauv,I met you when I was 18. (the playlist),I Like Me Better,2P91MQbaiQOfbiz9VqhqKQ,2018,0,85,0.752,0.505,9,-7.621,1,0.253,2.55E-06,0.104,0.419,91.97,197437,4, +93,Keala Settle,This Is Me,This Is Me,2xGjteMU3E1tkEPVFBO08U,2018,0,68,0.284,0.704,2,-7.276,1,0.186,0.000115,0.0424,0.1,191.702,234707,4, +94,XXXTENTACION,17,Everybody Dies In Their Nightmares,3GVkPk8mqxz0itaAriG1L7,2018,1,87,0.734,0.57,7,-7.066,0,0.133,2.14E-05,0.112,0.689,129.953,95467,4, +95,Zac Efron,Rewrite The Stars,Rewrite The Stars,630sXRhIcfwr2e4RdNtjKN,2018,0,76,0.684,0.619,10,-7.005,1,0.0386,0,0.122,0.284,125.046,217440,4, +96,Clean Bandit,I Miss You (feat. Julia Michaels),I Miss You (feat. Julia Michaels),2xmrfQpmS2iJExTlklLoAL,2018,0,1,0.638,0.658,3,-6.318,1,0.0456,3.77E-06,0.0919,0.33,105.076,205748,4, +97,DJ Khaled,No Brainer,No Brainer,5WvAo7DNuPRmk4APhdPzi8,2018,1,70,0.552,0.76,0,-4.706,1,0.342,0,0.0865,0.639,135.702,260000,5, +98,ZAYN,Dusk Till Dawn (feat. Sia) [Radio Edit],Dusk Till Dawn (feat. Sia) - Radio Edit,1j4kHkkpqZRBwE0A4CN4Yv,2018,0,82,0.259,0.437,11,-6.589,0,0.0386,1.32E-06,0.106,0.0951,180.042,239000,4, +99,Dean Lewis,Be Alright,Be Alright,3EPXxR3ImUwfayaurPi3cm,2018,1,83,0.553,0.586,11,-6.319,1,0.0362,0,0.0813,0.443,126.684,196373,4, +100,Gilli,Kiko,Vai Amor,7nPTjuVySLIUlgKrzTIFdb,2019,0,52,0.89,0.662,0,-5.462,1,0.199,0.0258,0.0594,0.837,129.988,166353,4, +101,Lady Gaga,A Star Is Born Soundtrack (Without Dialogue),Shallow - Radio Edit,6QfS2wq5sSC1xAJCQsTSlj,2019,0,76,0.575,0.33,7,-6.557,1,0.031,0,0.0872,0.277,95.801,217213,4, +102,Lord Siva,Paris,Paris,1NgeW6kFhdqAvEKgKYhf1s,2019,0,53,0.818,0.533,6,-6.05,0,0.0428,6.66E-06,0.133,0.774,114.97,170645,4, +103,Tones And I,The Kids Are Coming,Dance Monkey,5ZULALImTm80tzUbYQYM9d,2019,0,77,0.824,0.588,6,-6.4,0,0.0924,0.000104,0.149,0.513,98.027,209438,4, +104,Lewis Capaldi,Divinely Uninspired To A Hellish Extent,Someone You Loved,7qEHsqek33rTcFNT9PFqLf,2019,0,89,0.501,0.405,1,-5.679,1,0.0319,0,0.105,0.446,109.891,182161,4, +105,Billie Eilish,"WHEN WE ALL FALL ASLEEP, WHERE DO WE GO?",bad guy,2Fxmhks0bxGSBdJ92vM42m,2019,0,87,0.701,0.425,7,-10.965,1,0.375,0.13,0.1,0.562,135.128,194088,4, +106,Shawn Mendes,Señorita,Señorita,0TK2YIli7K1leLovkQiNik,2019,0,83,0.759,0.54,9,-6.039,0,0.0287,0,0.0945,0.75,116.947,190960,4, +107,Ed Sheeran,I Don't Care (with Justin Bieber),I Don't Care (with Justin Bieber),3HVWdVOQ0ZA45FuZGSfvns,2019,0,81,0.798,0.675,6,-5.041,1,0.0442,0,0.0894,0.842,101.956,219947,4, +108,Post Malone,Hollywood's Bleeding,Wow.,7xQAfvXzm3AkraOtGPWIZg,2019,1,82,0.829,0.539,11,-7.359,0,0.208,1.78E-06,0.103,0.388,99.96,149547,4, +109,Suspekt,Gonzo,Gonzo,6bh20cEbXMNJ5JPUvbGSYq,2019,1,0,0.75,0.557,1,-8.407,1,0.262,5.15E-05,0.173,0.322,99.977,172500,4, +110,Ava Max,Sweet but Psycho,Sweet but Psycho,25sgk305KZfyuqVBQIahim,2019,0,9,0.719,0.704,1,-4.724,1,0.0476,0,0.166,0.628,133.002,187436,4, +111,Emil Stabil,En Sang (feat. Gucci Mane),En Sang (feat. Gucci Mane),1hwYGaUz6V4odyt0u0QlKf,2019,1,50,0.874,0.573,2,-4.768,0,0.0816,0,0.0612,0.46,94.989,148242,4, +112,Post Malone,Hollywood's Bleeding,Sunflower - Spider-Man: Into the Spider-Verse,0RiRZpuVRbi7oqRdSMwhQY,2019,0,83,0.755,0.522,2,-4.368,1,0.0575,0,0.0685,0.925,89.96,157560,4, +113,Lil Nas X,7 EP,Old Town Road - Remix,2YpeDb67231RjR0MgVLzsG,2019,0,82,0.878,0.619,6,-5.56,1,0.102,0,0.113,0.639,136.041,157067,4, +114,TopGunn,1991,Nik & Jay (feat. Benjamin Hav),151GbWJcajt35sN4T309vF,2019,0,50,0.879,0.489,9,-8.271,0,0.217,0,0.11,0.423,94.939,174080,4, +115,KESI,X,X,7iNiRaxUOvd4seviLprqeb,2019,0,45,0.756,0.596,0,-5.473,0,0.0359,0,0.216,0.683,102.005,181691,4, +116,MEDUZA,Piece Of Your Heart,Piece Of Your Heart,1DFD5Fotzgn6yYXkYsKiGs,2019,0,80,0.677,0.744,10,-6.806,0,0.0295,0.00016,0.074,0.631,124.08,152913,4, +117,Ariana Grande,"thank u, next",7 rings,6ocbgoVGwYJhOv1GgI9NsF,2019,1,87,0.778,0.317,1,-10.732,0,0.334,0,0.0881,0.327,140.048,178627,4, +118,Ed Sheeran,Beautiful People (feat. Khalid),Beautiful People (feat. Khalid),4evmHXcjt3bTUHD1cvny97,2019,0,79,0.64,0.648,5,-8.113,0,0.187,0,0.0802,0.548,92.977,197867,4, +119,Branco,All In,All In,59iEMlCecSDtur0rlSOmvX,2019,0,49,0.805,0.637,5,-5.501,0,0.0472,0,0.0716,0.321,99.983,168282,4, +120,Sam Smith,Dancing With A Stranger (with Normani),Dancing With A Stranger (with Normani),6Qs4SXO9dwPj5GKvVOv8Ki,2019,0,79,0.741,0.52,8,-7.513,1,0.0656,1.97E-06,0.222,0.347,102.998,171030,4, +121,Avicii,SOS (feat. Aloe Blacc),SOS,0n2nEtLP3OzDdi12ziIekx,2019,0,64,0.802,0.645,5,-6.181,0,0.0715,0,0.119,0.376,100.001,157202,4, +122,Halsey,Without Me,Without Me,5p7ujcrUXASCNwRaWNHR1C,2019,1,82,0.752,0.488,6,-7.05,1,0.0705,9.11E-06,0.0936,0.533,136.041,201661,4, +123,Dean Lewis,Be Alright,Be Alright,3EPXxR3ImUwfayaurPi3cm,2019,1,83,0.553,0.586,11,-6.319,1,0.0362,0,0.0813,0.443,126.684,196373,4, +124,Mabel,Ivy To Roses (Mixtape),Don't Call Me Up,5WHTFyqSii0lmT9R21abT8,2019,0,82,0.674,0.881,9,-2.853,1,0.147,3.01E-06,0.0793,0.234,98.994,178480,4, +125,Lukas Graham,3 (The Purple Album),Love Someone,3id2EVGKc3eFAMn9nFnB0r,2019,0,65,0.538,0.409,9,-6.581,0,0.0505,0,0.11,0.265,171.838,205440,4, +126,Gilli,Kiko,Culo (feat. Branco),49vQclrdXkZXMJnD0VN3qZ,2019,0,52,0.9,0.66,8,-3.782,1,0.179,1.15E-06,0.109,0.584,92.013,145872,4, +127,Alec Benjamin,Narrated For You,Let Me Down Slowly,2qxmye6gAegTMjLKEBoR3d,2019,0,86,0.652,0.557,1,-5.714,0,0.0318,0,0.124,0.483,150.073,169354,4, +128,Jonas Brothers,Sucker,Sucker,4y3OI86AEP6PQoDE6olYhO,2019,0,7,0.842,0.734,1,-5.065,0,0.0588,0,0.106,0.952,137.958,181040,4, +129,Citybois,Sig Mig,Sig Mig,2kDVTfMiMP8ignU2hU2yCB,2019,0,0,0.703,0.812,7,-4.744,1,0.245,0,0.228,0.626,92.037,194707,4, +130,Gilli,Kolde Nætter,Kolde Nætter,6OuXYdo2VotwVcV9kEBqS9,2019,0,43,0.746,0.541,10,-6.967,0,0.145,2.98E-06,0.19,0.478,97.024,173790,4, +131,MellemFingaMuzik,JUNGLE,JUNGLE,0VWTSWZVask2dSMShSphvM,2019,0,51,0.793,0.551,6,-5.909,0,0.0795,0,0.186,0.572,142.066,209266,4, +132,Billie Eilish,"WHEN WE ALL FALL ASLEEP, WHERE DO WE GO?",bury a friend,4SSnFejRGlZikf02HLewEF,2019,0,79,0.905,0.389,8,-14.505,1,0.332,0.162,0.106,0.196,120.046,193143,4, +133,Billie Eilish,"WHEN WE ALL FALL ASLEEP, WHERE DO WE GO?",when the party's over,43zdsphuZLzwA9k4DJhU0I,2019,0,84,0.367,0.111,4,-14.084,1,0.0972,3.97E-05,0.0897,0.198,82.642,196077,4, +134,Khalid,Talk,Talk,0rTV5WefWd1J3OwIheTzxM,2019,0,73,0.9,0.4,0,-8.443,1,0.124,0,0.0876,0.338,136.001,197487,4, +135,Specktors,Unz Unz,Unz Unz,2vjKei86vFPZBodhXEqEmX,2019,0,51,0.898,0.663,6,-6.455,0,0.0557,1.77E-05,0.081,0.928,124.016,175316,4, +136,Citybois,Finde Tilbage,Finde Tilbage,2PULF2IhwRZg7Qpx3x4lHg,2019,0,0,0.785,0.67,9,-4.928,0,0.063,0,0.164,0.491,100.024,186733,4, +137,TopGunn,1991,Hyg Hver Dag (feat. Citybois),5EGO6sCOZuracSGyAPvu3F,2019,0,44,0.861,0.447,10,-8.351,0,0.11,0,0.113,0.494,102.04,151251,4, +138,TopGunn,1991,Detaljen (feat. Fouli),7FXfrOsoBv8AU9E7hWRTbH,2019,1,47,0.798,0.612,5,-7.072,0,0.262,0,0.127,0.792,162.015,174734,4, +139,benny blanco,Eastside (with Halsey & Khalid),Eastside (with Halsey & Khalid),0d2iYfpKoM0QCKvcLCkBao,2019,0,79,0.56,0.68,6,-7.648,0,0.321,0,0.116,0.319,89.391,173800,4, +140,Post Malone,Hollywood's Bleeding,Goodbyes (feat. Young Thug),0t3ZvGKlmYmVsDzBJAXK8C,2019,1,81,0.548,0.653,5,-3.875,1,0.081,0,0.103,0.163,150.068,174853,4, +141,Shawn Mendes,If I Can't Have You,If I Can't Have You,6LsAAHotRLMOHfCsSfYCsz,2019,0,77,0.692,0.809,2,-4.198,1,0.0602,0,0.147,0.864,123.911,190800,4, +142,Scarlet Pleasure,24/7,24/7,7Gh29sTql3Yln7gzOB6QZG,2019,0,48,0.836,0.553,10,-5.566,0,0.0629,0,0.0764,0.675,126.051,169540,4, +143,Lil Nas X,7 EP,Old Town Road,0F7FA14euOIX8KcbEturGH,2019,0,79,0.907,0.53,1,-6.112,1,0.127,2.23E-06,0.101,0.507,135.998,113000,4, +144,Sivas,Oui,Oui,7j8K8PE1tO2TvhY15E8ZcD,2019,1,54,0.837,0.802,4,-6.507,0,0.188,0.00874,0.307,0.453,127.008,188273,4, +145,Calvin Harris,Giant (with Rag'n'Bone Man),Giant (with Rag'n'Bone Man),5itOtNx0WxtJmi1TQ3RuRd,2019,0,76,0.807,0.887,1,-4.311,0,0.0361,0.000503,0.0811,0.606,122.015,229184,4, +146,Ed Sheeran,Cross Me (feat. Chance the Rapper & PnB Rock),Cross Me (feat. Chance the Rapper & PnB Rock),543bCW2ruMPmxUBWirQ3MR,2019,1,68,0.746,0.787,4,-6.373,1,0.12,0,0.0669,0.607,95.005,206187,4, +147,Loud Luxury,Body (feat. brando),Body (feat. brando),7K7MUBCnzgBAvMVW2RTWNs,2019,0,1,0.752,0.764,1,-4.399,1,0.038,9.44E-05,0.0543,0.582,121.958,163216,4, +148,R3HAB,All Around The World (La La La),All Around The World (La La La),02itaCXOdC54J0ISjqqFAp,2019,0,77,0.733,0.859,9,-5.03,0,0.033,0.0645,0.105,0.52,124.948,147840,4, +149,Panic! At The Disco,Pray for the Wicked,High Hopes,1rqqCSm0Qe4I9rUvWncaom,2019,0,84,0.579,0.904,5,-2.729,1,0.0618,0,0.064,0.681,82.014,190947,4, +150,The Weeknd,After Hours,Blinding Lights,0VjIjW4GlUZAMYd2vXMi3b,2020,0,94,0.514,0.73,1,-5.934,1,0.0598,9.54E-05,0.0897,0.334,171.005,200040,4, +151,Tones And I,Dance Monkey,Dance Monkey,1rgnBhdG2JDFTbYkYRZAku,2020,0,67,0.826,0.593,6,-6.401,0,0.0976,0.000161,0.17,0.541,98.083,209755,4, +152,Roddy Ricch,Please Excuse Me for Being Antisocial,The Box,0nbXyq5TXYPCO7pr3N8S4I,2020,1,85,0.896,0.586,10,-6.687,0,0.0559,0,0.79,0.642,116.971,196653,4, +153,SAINt JHN,Roses (Imanbek Remix),Roses - Imanbek Remix,2Wo6QQD1KMDWeFkkjLqwx5,2020,1,63,0.785,0.721,8,-5.457,1,0.0506,0.00432,0.285,0.894,121.962,176219,4, +154,Dua Lipa,Future Nostalgia,Don't Start Now,3PfIrDoz19wz7qK7tYeu62,2020,0,85,0.793,0.793,11,-4.521,0,0.083,0,0.0951,0.679,123.95,183290,4, +155,DaBaby,BLAME IT ON BABY,ROCKSTAR (feat. Roddy Ricch),7ytR5pFWmSjzHJIeQkgog4,2020,1,85,0.746,0.69,11,-7.956,1,0.164,0,0.101,0.497,89.977,181733,4, +156,Harry Styles,Fine Line,Watermelon Sugar,6UelLqGlWMcVH1E5c4H7lY,2020,0,90,0.548,0.816,0,-4.209,1,0.0465,0,0.335,0.557,95.39,174000,4, +157,Powfu,death bed (coffee for your head),death bed (coffee for your head),7eJMfftS33KTjuF7lTsMCx,2020,0,87,0.726,0.431,8,-8.765,0,0.135,0,0.696,0.348,144.026,173333,4, +158,Trevor Daniel,Nicotine,Falling,2rRJrJEo19S2J82BDsQ3F7,2020,0,10,0.784,0.43,10,-8.756,0,0.0364,0,0.0887,0.236,127.087,159382,4, +159,Lewis Capaldi,Divinely Uninspired To A Hellish Extent,Someone You Loved,7qEHsqek33rTcFNT9PFqLf,2020,0,89,0.501,0.405,1,-5.679,1,0.0319,0,0.105,0.446,109.891,182161,4, +160,KAROL G,Tusa,Tusa,7k4t7uLgtOxPwTpFmtJNTY,2020,0,82,0.803,0.715,2,-3.28,1,0.298,0.000134,0.0574,0.574,101.085,200960,4, +161,Arizona Zervas,ROXANNE,ROXANNE,696DnlkuDOXcMAnKlTgXXK,2020,1,83,0.621,0.601,6,-5.616,0,0.148,0,0.46,0.457,116.735,163636,5, +162,Post Malone,Hollywood's Bleeding,Circles,21jGcNKet2qwijlDFuPiPb,2020,0,88,0.695,0.762,0,-3.497,1,0.0395,0.00244,0.0863,0.553,120.042,215280,4, +163,Lil Mosey,Certified Hitmaker,Blueberry Faygo,22LAwLoDA5b4AaGSkg6bKW,2020,1,80,0.774,0.554,0,-7.909,1,0.0383,0,0.132,0.349,99.034,162547,4, +164,Justin Bieber,Changes,Intentions (feat. Quavo),4umIPjkehX1r7uhmGvXiSV,2020,0,79,0.806,0.546,9,-6.637,1,0.0575,0,0.102,0.874,147.986,212867,4, +165,Drake,Dark Lane Demo Tapes,Toosie Slide,466cKvZn1j45IpxDdYZqdA,2020,1,73,0.83,0.49,1,-8.82,0,0.209,3.04E-06,0.113,0.845,81.604,247059,4, +166,Lewis Capaldi,Divinely Uninspired To A Hellish Extent (Extended Edition),Before You Go,2gMXnyrvIjhVBUZwvLZDMP,2020,0,86,0.459,0.575,3,-4.858,1,0.0573,0,0.0885,0.183,111.881,215107,4, +167,Doja Cat,Hot Pink,Say So,3Dv1eDb0MEgF93GpLXlucZ,2020,1,84,0.787,0.673,11,-4.583,0,0.159,3.35E-06,0.0904,0.779,110.962,237893,4, +168,Maroon 5,Memories,Memories,2b8fOow8UzyDFAE27YhOZM,2020,0,36,0.764,0.32,11,-7.209,1,0.0546,0,0.0822,0.575,91.019,189486,4, +169,Future,High Off Life,Life Is Good (feat. Drake),1K5KBOgreBi5fkEHvg5ap3,2020,1,77,0.795,0.574,2,-6.903,0,0.487,0,0.15,0.537,142.053,237918,4, +170,Jawsh 685,Savage Love (Laxed - Siren Beat),Savage Love (Laxed - Siren Beat),1xQ6trAsedVPCdbtDAmk0c,2020,1,82,0.767,0.481,0,-8.52,0,0.0803,0,0.269,0.761,150.076,171375,4, +171,Harry Styles,Fine Line,Adore You,3jjujdWJ72nww5eGnfs2E7,2020,0,86,0.676,0.771,8,-3.675,1,0.0483,7.00E-06,0.102,0.569,99.048,207133,4, +172,Topic,Breaking Me,Breaking Me,3H7ihDc1dqLriiWXwsc2po,2020,0,84,0.789,0.72,8,-5.652,0,0.218,0,0.129,0.664,122.031,166794,4, +173,24kGoldn,Mood (feat. iann dior),Mood (feat. iann dior),3tjFYV6RSFtuktYl3ZtYcq,2020,1,17,0.7,0.722,7,-3.558,0,0.0369,0,0.272,0.756,90.989,140526,4, +174,Billie Eilish,everything i wanted,everything i wanted,3ZCTVFBt2Brf31RLEnCkWJ,2020,0,84,0.704,0.225,6,-14.454,0,0.0994,0.657,0.106,0.243,120.006,245426,4, +175,Shawn Mendes,Shawn Mendes (Deluxe),Señorita,6v3KW9xbzN5yKLt9YKDYA2,2020,0,82,0.759,0.548,9,-6.049,0,0.029,0,0.0828,0.749,116.967,190800,4, +176,Billie Eilish,"WHEN WE ALL FALL ASLEEP, WHERE DO WE GO?",bad guy,2Fxmhks0bxGSBdJ92vM42m,2020,0,87,0.701,0.425,7,-10.965,1,0.375,0.13,0.1,0.562,135.128,194088,4, +177,Cardi B,WAP (feat. Megan Thee Stallion),WAP (feat. Megan Thee Stallion),4Oun2ylbjFKMPTiaSbbCih,2020,1,85,0.935,0.454,1,-7.509,1,0.375,0,0.0824,0.357,133.073,187541,4, +178,Surfaces,Where the Light Is,Sunday Best,1Cv1YLb4q0RzL6pybtaMLo,2020,0,81,0.878,0.525,5,-6.832,1,0.0578,0,0.0714,0.694,112.022,158571,4, +179,Eminem,Music To Be Murdered By,Godzilla (feat. Juice WRLD),7FIWs0pqAYbP91WWM0vlTQ,2020,1,88,0.808,0.745,10,-5.26,0,0.342,0,0.292,0.829,165.995,210800,4, +180,Justin Bieber,Changes,Yummy,16wAOAZ2OkqoIDN7TpChjR,2020,0,74,0.676,0.506,9,-6.652,0,0.0958,0,0.118,0.497,145.842,208520,4, +181,Dua Lipa,Future Nostalgia,Break My Heart,017PF4Q3l4DBUiWoXk4OWT,2020,0,82,0.73,0.729,4,-3.434,0,0.0884,1.39E-06,0.349,0.467,113.011,221820,4, +182,BTS,Dynamite (DayTime Version),Dynamite,0t1kP63rueHleOhQkYSXFY,2020,0,52,0.746,0.765,6,-4.41,0,0.0993,0,0.0936,0.737,114.044,199054,4, +183,BENEE,Hey u x,Supalonely (feat. Gus Dapperton),3GZoWLVbmxcBys6g0DLFLf,2020,1,66,0.862,0.631,7,-4.746,1,0.0515,0.000209,0.123,0.841,128.978,223488,4, +184,Surf Mesa,ily (i love you baby) (feat. Emilee),ily (i love you baby) (feat. Emilee),62aP9fBQKYKxi7PDXwcUAS,2020,0,81,0.674,0.774,11,-7.567,0,0.0892,0.00188,0.393,0.33,112.05,176547,4, +185,Lady Gaga,Chromatica,Rain On Me (with Ariana Grande),7ju97lgwC2rKQ6wwsf9no9,2020,0,79,0.672,0.855,9,-3.764,1,0.0397,0,0.323,0.646,123.056,182200,4, +186,Travis Scott,HIGHEST IN THE ROOM,HIGHEST IN THE ROOM,3eekarcy7kvN4yt5ZFzltW,2020,1,86,0.598,0.427,7,-8.764,0,0.0317,5.83E-06,0.21,0.0605,76.469,175721,4, +187,Post Malone,Hollywood's Bleeding,Sunflower - Spider-Man: Into the Spider-Verse,0RiRZpuVRbi7oqRdSMwhQY,2020,0,83,0.755,0.522,2,-4.368,1,0.0575,0,0.0685,0.925,89.96,157560,4, +188,Maluma,PAPI JUANCHO,Hawái,1yoMvmasuxZfqHEipJhRbp,2020,0,81,0.783,0.727,6,-3.454,0,0.389,2.46E-05,0.0626,0.558,180.067,199112,4, +189,Regard,Ride It,Ride It,2tnVG71enUj33Ic2nFN6kZ,2020,0,85,0.88,0.751,7,-4.258,0,0.0874,6.43E-05,0.106,0.884,117.948,157606,4, +190,Travis Scott,Birds In The Trap Sing McKnight,goosebumps,6gBFPUFcJLzWGx4lenP6h2,2020,1,87,0.841,0.728,7,-3.37,1,0.0484,0,0.149,0.43,130.049,243837,4, +191,Black Eyed Peas,Translation,RITMO (Bad Boys For Life),4NCsrTzgVfsDo8nWyP8PPc,2020,1,48,0.723,0.704,10,-7.088,0,0.0571,0.00109,0.792,0.684,105.095,214935,4, +192,THE SCOTTS,THE SCOTTS,THE SCOTTS,39Yp9wwQiSRIDOvrVg7mbk,2020,1,80,0.716,0.537,0,-7.648,0,0.0514,0,0.157,0.28,129.979,165978,4, +193,Bad Bunny,YHLQMDLG,Safaera,2DEZmgHKAvm41k4J3R2E9Y,2020,1,84,0.607,0.829,2,-4.074,1,0.379,0,0.107,0.685,96.172,295177,4, +194,Billie Eilish,lovely (with Khalid),lovely (with Khalid),0u2P5u6lvoDfwTYjAADbn4,2020,0,90,0.351,0.296,4,-10.109,0,0.0333,0,0.095,0.12,115.284,200186,4, +195,Juice WRLD,Goodbye & Good Riddance,Lucid Dreams,285pBltuF7vW8TeWk8hdRR,2020,1,88,0.511,0.566,6,-7.23,0,0.2,0,0.34,0.218,83.903,239836,4, +196,Ariana Grande,Stuck with U,Stuck with U (with Justin Bieber),4HBZA5flZLE435QTztThqH,2020,0,86,0.597,0.45,8,-6.658,1,0.0418,0,0.382,0.537,178.765,228482,3, +197,JP Saxe,If the World Was Ending (feat. Julia Michaels),If the World Was Ending (feat. Julia Michaels),2kJwzbxV2ppxnQoYw4GLBZ,2020,0,83,0.464,0.473,1,-10.086,1,0.129,0,0.109,0.604,75.801,208687,4, +198,Dua Lipa,Future Nostalgia,Physical,3AzjcOeAmA57TIOr9zF1ZW,2020,0,79,0.647,0.844,0,-3.756,1,0.0457,0.000658,0.102,0.746,146.967,193829,4, +199,Travis Scott,ASTROWORLD,SICKO MODE,2xLMifQCjDGFmkHkpNLD9h,2020,1,85,0.834,0.73,8,-3.714,1,0.222,0,0.124,0.446,155.008,312820,4, +200,Olivia Rodrigo,SOUR,drivers license,5wANPM4fQCJwkGd4rN57mH,2021,1,92,0.561,0.431,10,-8.81,1,0.0578,1.42E-05,0.106,0.137,143.875,242013,4, +201,Lil Nas X,MONTERO,MONTERO (Call Me By Your Name),1SC5rEoYDGUK4NfG82494W,2021,1,90,0.593,0.503,8,-6.725,0,0.22,0,0.405,0.71,178.781,137704,4, +202,The Kid LAROI,F*CK LOVE 3: OVER YOU,STAY (with Justin Bieber),5PjdY0CKGZdEuoNab3yDmX,2021,1,92,0.591,0.764,1,-5.484,1,0.0483,0,0.103,0.478,169.928,141806,4, +203,Olivia Rodrigo,SOUR,good 4 u,4ZtFanR9U6ndgddUvNcjcG,2021,1,95,0.563,0.664,9,-5.044,1,0.154,0,0.0849,0.688,166.928,178147,4, +204,Dua Lipa,Future Nostalgia,Levitating (feat. DaBaby),5nujrmhLynf4yMoMtj8AQF,2021,0,89,0.702,0.825,6,-3.787,0,0.0601,0,0.0674,0.915,102.977,203064,4, +205,Justin Bieber,Justice,Peaches (feat. Daniel Caesar & Giveon),4iJyoBOLtHqaGxP12qzhQI,2021,1,90,0.677,0.696,0,-6.181,1,0.119,0,0.42,0.464,90.03,198082,4, +206,Doja Cat,Planet Her,Kiss Me More (feat. SZA),3DarAbFujv6eYNliUTyqtz,2021,1,88,0.764,0.705,8,-3.463,1,0.0284,8.92E-05,0.12,0.781,110.97,208667,4, +207,The Weeknd,After Hours,Blinding Lights,0VjIjW4GlUZAMYd2vXMi3b,2021,0,94,0.514,0.73,1,-5.934,1,0.0598,9.54E-05,0.0897,0.334,171.005,200040,4, +208,Glass Animals,Dreamland (+ Bonus Levels),Heat Waves,02MWAaffLxlfxAUY7c5dvx,2021,0,94,0.761,0.525,11,-6.9,1,0.0944,6.70E-06,0.0921,0.531,80.87,238805,4, +209,Måneskin,Chosen,Beggin',3Wrjm47oTz2sjIgck11l5e,2021,0,92,0.714,0.8,11,-4.808,0,0.0504,0,0.359,0.589,134.002,211560,4, +210,Masked Wolf,Astronomical,Astronaut In The Ocean,6E90gq0KO6FYZVOXx8kCcC,2021,1,77,0.778,0.695,4,-6.865,0,0.0913,0,0.15,0.472,149.996,132780,4, +211,Bad Bunny,EL ÚLTIMO TOUR DEL MUNDO,DÁKITI,4MzXwWMhyBbmu6hOcLVD49,2021,1,87,0.731,0.573,4,-10.059,0,0.0544,5.22E-05,0.113,0.145,109.928,205090,4, +212,Lil Nas X,MONTERO,INDUSTRY BABY (feat. Jack Harlow),5Z9KJZvQzH6PFmb8SNkxuk,2021,1,90,0.741,0.691,10,-7.395,0,0.0672,0,0.0476,0.892,150.087,212353,4, +213,Ed Sheeran,=,Bad Habits,3rmo8F54jFF8OgYsqTxm5d,2021,0,95,0.807,0.893,11,-3.745,0,0.0347,2.79E-05,0.366,0.537,126.011,230747,4, +214,The Weeknd,After Hours,Save Your Tears,5QO79kh1waicV47BqGRL3g,2021,1,90,0.68,0.826,0,-5.487,1,0.0309,1.24E-05,0.543,0.644,118.051,215627,4, +215,BTS,"Butter (Hotter, Sweeter, Cooler)",Butter,2bgTY4UwhfBYhGT4HUYStN,2021,0,68,0.759,0.459,8,-5.187,1,0.0948,0,0.0906,0.695,109.997,164442,4, +216,Bruno Mars,Leave The Door Open,Leave The Door Open,7MAibcTli4IisCtbHKrGMh,2021,0,87,0.586,0.616,5,-7.964,1,0.0324,0,0.0927,0.719,148.088,242096,4, +217,Olivia Rodrigo,SOUR,deja vu,6HU7h9RYOaPRFeh0R3UeAr,2021,1,90,0.442,0.612,2,-7.222,1,0.112,5.70E-06,0.37,0.178,180.917,215507,4, +218,Rauw Alejandro,VICE VERSA,Todo De Ti,5RwV8BvLfX5injfqYodke9,2021,1,66,0.78,0.719,3,-3.613,0,0.0506,0.000196,0.0931,0.336,127.962,199604,4, +219,24kGoldn,El Dorado,Mood (feat. iann dior),4jPy3l0RUwlUI9T5XHBW2m,2021,1,89,0.701,0.716,7,-3.671,0,0.0361,0,0.324,0.732,91.007,140533,4, +220,Tiësto,The Business,The Business,6f3Slt0GbA2bPZlz0aIFXN,2021,0,88,0.798,0.62,8,-7.079,0,0.232,0.0192,0.112,0.235,120.031,164000,4, +221,BTS,BE,Dynamite,4saklk6nie3yiGePpBwUoc,2021,0,64,0.746,0.765,6,-4.41,0,0.0993,0,0.0936,0.737,114.044,199054,4, +222,Bad Bunny,Yonaguni,Yonaguni,2JPLbjOn0wPCngEot2STUS,2021,1,94,0.644,0.648,1,-4.601,1,0.118,0,0.135,0.44,179.951,206710,4, +223,Harry Styles,Fine Line,Watermelon Sugar,6UelLqGlWMcVH1E5c4H7lY,2021,0,90,0.548,0.816,0,-4.209,1,0.0465,0,0.335,0.557,95.39,174000,4, +224,Riton,Friday (feat. Mufasa & Hypeman) [Dopamine Re-Edit],Friday (feat. Mufasa & Hypeman) - Dopamine Re-Edit,4cG7HUWYHBV6R6tHn1gxrl,2021,0,88,0.824,0.862,2,-3.424,1,0.126,0.000132,0.303,0.801,122.98,169153,4, +225,Kali Uchis,Sin Miedo (del Amor y Otros Demonios) ∞,telepatía,6tDDoYIxWvMLTdKpjFkc1B,2021,0,87,0.653,0.524,11,-9.016,0,0.0502,0,0.203,0.553,83.97,160191,4, +226,The Kid LAROI,F*CK LOVE (SAVAGE),WITHOUT YOU,27OeeYzk6klgBh83TSvGMA,2021,1,85,0.662,0.413,0,-7.357,1,0.0299,0,0.134,0.467,93.005,161385,4, +227,Giveon,TAKE TIME,Heartbreak Anniversary,3FAJ6O0NOHQV8Mc5Ri6ENp,2021,0,87,0.449,0.465,0,-8.964,1,0.0791,1.02E-06,0.303,0.543,89.087,198371,3, +228,Olivia Rodrigo,SOUR,traitor,5CZ40GBx1sQ9agT82CLQCT,2021,0,93,0.38,0.339,3,-7.885,1,0.0338,0,0.12,0.0849,100.607,229227,4, +229,Farruko,La 167,Pepas,2B4GHvToeLTOBB4QLzW3Ni,2021,1,86,0.762,0.766,7,-3.955,1,0.0343,6.98E-05,0.128,0.442,130.001,287120,4, +230,Ariana Grande,Positions,positions,35mvY5S1H3J2QZyna3TFe0,2021,1,88,0.737,0.802,0,-4.771,1,0.0878,0,0.0931,0.682,144.015,172325,4, +231,Lewis Capaldi,Divinely Uninspired To A Hellish Extent,Someone You Loved,7qEHsqek33rTcFNT9PFqLf,2021,0,89,0.501,0.405,1,-5.679,1,0.0319,0,0.105,0.446,109.891,182161,4, +232,Myke Towers,Bandido,Bandido,1xK1Gg9SxG8fy2Ya373oqb,2021,0,82,0.713,0.617,8,-4.637,1,0.0887,0,0.0962,0.682,168.021,232853,4, +233,Måneskin,Teatro d'ira - Vol. I,I WANNA BE YOUR SLAVE,4pt5fDVTg5GhEvEtlz9dKk,2021,1,88,0.75,0.608,1,-4.008,1,0.0387,0,0.178,0.958,132.507,173347,4, +234,Polo G,Hall of Fame,RAPSTAR,18vXApRmJSgQ6wG2ll9AOg,2021,1,82,0.789,0.536,6,-6.862,1,0.242,0,0.129,0.437,81.039,165926,4, +235,Bad Bunny,EL ÚLTIMO TOUR DEL MUNDO,LA NOCHE DE ANOCHE,2XIc1pqjXV3Cr2BQUGNBck,2021,0,87,0.856,0.618,7,-4.892,1,0.286,0,0.0866,0.391,81.993,203201,4, +236,Doja Cat,Hot Pink,Streets,60ynsPSSKe6O3sfwRnIBRf,2021,1,88,0.749,0.463,11,-8.433,1,0.0842,0.0382,0.338,0.189,90.035,226987,4, +237,The Neighbourhood,I Love You.,Sweater Weather,2QjOHCTQ1Jl3zawyYOpxh6,2021,0,93,0.612,0.807,10,-2.81,1,0.0336,0.0177,0.101,0.398,124.053,240400,4, +238,Los Legendarios,Los Legendarios 001,Fiel,7Bk0uXKk1uPT0XuQbpFzvs,2021,0,82,0.849,0.701,6,-4.407,0,0.06,0,0.112,0.505,98.005,261667,4, +239,Doja Cat,Planet Her,Need to Know,3Vi5XqYrmQgOYBajMWSvCi,2021,1,93,0.664,0.609,1,-6.509,1,0.0707,0,0.0926,0.194,130.041,210560,4, +240,Dua Lipa,Future Nostalgia,Don't Start Now,3PfIrDoz19wz7qK7tYeu62,2021,0,85,0.793,0.793,11,-4.521,0,0.083,0,0.0951,0.679,123.95,183290,4, +241,Internet Money,B4 The Storm,"Lemonade (feat. 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MNEK),6cx06DFPPHchuUAcTxznu9,2021,0,86,0.734,0.874,8,-3.158,1,0.0662,1.14E-05,0.0489,0.905,122.953,166028,4, +247,Ariana Grande,Positions,34+35,6Im9k8u9iIzKMrmV7BWtlF,2021,1,86,0.83,0.585,0,-6.476,1,0.094,0,0.248,0.485,109.978,173711,4, +248,Tate McRae,you broke me first,you broke me first,45bE4HXI0AwGZXfZtMp8JR,2021,0,88,0.667,0.373,4,-9.389,1,0.05,0,0.0906,0.0823,124.148,169266,4, +249,Sebastian Yatra,Pareja Del Año,Pareja Del Año,2rCbl9naJYhaxjLsfx88uM,2021,0,86,0.715,0.622,4,-5.102,0,0.046,0,0.0948,0.808,80.015,195053,4, diff --git a/data_file.csv b/data_file.csv new file mode 100644 index 0000000..80a7464 --- /dev/null +++ b/data_file.csv @@ -0,0 +1,251 @@ +artist,album,track_name,track_id,release_year,explicit,popularity,danceability,energy,key,loudness,mode,speechiness,instrumentalness,liveness,valence,tempo,duration_ms,time_signature +Drake,Scorpion,God's Plan,6DCZcSspjsKoFjzjrWoCdn,2018,True,85,0.754,0.449,7,-9.211,1,0.109,8.29e-05,0.552,0.357,77.169,198973,4 +XXXTENTACION,?,SAD!,3ee8Jmje8o58CHK66QrVC2,2018,True,87,0.74,0.613,8,-4.88,1,0.145,0.00372,0.123,0.473,75.023,166606,4 +Post Malone,beerbongs & bentleys,rockstar (feat. 21 Savage),0e7ipj03S05BNilyu5bRzt,2018,True,87,0.585,0.52,5,-6.136,0,0.0712,7.01e-05,0.131,0.129,159.801,218147,4 +Post Malone,beerbongs & bentleys,Psycho (feat. 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Cardi B,3Vo4wInECJQuz9BIBMOu8i,2018,False,77,0.704,0.859,5,-4.877,0,0.0996,0.0,0.0215,0.926,105.115,217289,4 +Selena Gomez,Back To You (From 13 Reasons Why – Season 2 Soundtrack),Back To You - From 13 Reasons Why – Season 2 Soundtrack,4hQ6UGyWQIGJmHSo0J88JW,2018,False,77,0.601,0.724,6,-4.856,1,0.0486,1.68e-06,0.12,0.508,102.061,207905,4 +NF,Perception,Let You Down,52okn5MNA47tk87PeZJLEL,2018,False,84,0.662,0.714,5,-5.68,0,0.121,0.0,0.179,0.464,147.997,212120,4 +The Weeknd,"My Dear Melancholy,",Call Out My Name,1gm616Plq4ScqNi7TVkZ5N,2018,False,0,0.489,0.598,1,-4.929,1,0.036,0.0,0.35,0.172,134.045,228373,3 +21 Savage,Without Warning,Ric Flair Drip (with Metro Boomin),7sO5G9EABYOXQKNPNiE9NR,2018,True,85,0.88,0.428,9,-8.28,1,0.206,5.05e-05,0.114,0.333,100.007,172800,4 +Marshmello,Happier,Happier,2dpaYNEQHiRxtZbfNsse99,2018,False,86,0.687,0.792,5,-2.749,1,0.0452,0.0,0.167,0.671,100.015,214290,4 +Sam Smith,The Thrill Of It All (Special Edition),Too Good At Goodbyes,1mXVgsBdtIVeCLJnSnmtdV,2018,False,83,0.681,0.372,5,-8.237,1,0.0432,0.0,0.169,0.476,91.873,201000,4 +Lil Dicky,Freaky Friday (feat. 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Nicki Minaj & Murda Beatz),2E124GmJRnBJuXbTb4cPUB,2018,True,1,0.931,0.387,1,-9.127,1,0.412,0.0,0.136,0.376,125.978,179405,4 +Jonas Blue,Blue,Rise,3KLygy1YWhmrQx0GRs7IOx,2018,False,0,0.687,0.785,1,-4.65,1,0.0333,0.0,0.203,0.655,106.046,194408,4 +Loud Luxury,Body (feat. brando),Body (feat. brando),7K7MUBCnzgBAvMVW2RTWNs,2018,False,0,0.752,0.764,1,-4.399,1,0.038,9.44e-05,0.0543,0.582,121.958,163216,4 +Lil Uzi Vert,Luv Is Rage 2,XO Tour Llif3,7GX5flRQZVHRAGd6B4TmDO,2018,True,86,0.732,0.75,11,-6.366,0,0.231,0.0,0.109,0.401,155.096,182707,4 +Becky G,Sin Pijama,Sin Pijama,2ijef6ni2amuunRoKTlgww,2018,False,73,0.791,0.745,11,-3.695,0,0.0464,2.93e-05,0.104,0.82,94.014,188560,4 +Anne-Marie,Speak Your Mind (Deluxe),2002,2BgEsaKNfHUdlh97KmvFyo,2018,False,84,0.697,0.683,1,-2.881,0,0.117,0.0,0.137,0.603,96.133,186987,4 +Drake,Scorpion,Nonstop,0TlLq3lA83rQOYtrqBqSct,2018,True,81,0.912,0.412,7,-8.074,1,0.123,0.0126,0.104,0.423,154.983,238614,4 +XXXTENTACION,17,Fuck Love (feat. Trippie Redd),7AQim7LbvFVZJE3O8TYgf2,2018,True,85,0.797,0.533,0,-9.74,0,0.0412,0.000152,0.103,0.329,131.036,146520,4 +Shawn Mendes,Shawn Mendes,In My Blood,2QZ7WLBE8h2y1Y5Fb8RYbH,2018,False,79,0.622,0.712,5,-7.321,1,0.066,0.0,0.13,0.487,140.025,211360,4 +Marshmello,Silence,Silence,7vGuf3Y35N4wmASOKLUVVU,2018,False,83,0.52,0.761,4,-3.093,1,0.0853,4.96e-06,0.17,0.286,141.971,180823,4 +Ariana Grande,Sweetener,God is a woman,5OCJzvD7sykQEKHH7qAC3C,2018,True,82,0.602,0.658,1,-5.934,1,0.0558,6e-05,0.237,0.268,145.031,197547,4 +Piso 21,Ubuntu,Déjala Que Vuelva (feat. Manuel Turizo),1j6xOGusnyXq3l6IryKF3G,2018,False,75,0.681,0.788,1,-4.323,1,0.0785,0.0,0.0753,0.839,170.019,220117,4 +David Guetta,7,Flames,66BjcDhhwWCcQIBxHMpKXh,2018,False,63,0.631,0.649,5,-5.892,0,0.0385,3.8e-06,0.0934,0.421,93.95,194680,4 +Maroon 5,Red Pill Blues (Deluxe),What Lovers Do,0WdGQhoAP2LBsqr5Jhit2g,2018,False,36,0.799,0.597,5,-5.131,0,0.0611,5.66e-06,0.1,0.419,110.001,199849,4 +DJ Snake,"Taki Taki (with Selena Gomez, Ozuna & Cardi B)","Taki Taki (with Selena Gomez, Ozuna & Cardi B)",4w8niZpiMy6qz1mntFA5uM,2018,True,79,0.842,0.801,8,-4.167,0,0.228,4.82e-06,0.0642,0.617,95.881,212500,4 +Hailee Steinfeld,"Let Me Go (with Alesso, Florida Georgia Line & watt)","Let Me Go (with Alesso, Florida Georgia Line & watt)",5Gu0PDLN4YJeW75PpBSg9p,2018,False,81,0.664,0.708,8,-4.154,1,0.0474,0.0,0.0841,0.742,103.07,174800,4 +Portugal. The Man,Woodstock,Feel It Still,6QgjcU0zLnzq5OrUoSZ3OK,2018,False,80,0.801,0.795,1,-5.115,0,0.0504,0.000113,0.0717,0.754,79.028,163253,4 +Kendrick Lamar,Black Panther The Album Music From And Inspired By,Pray For Me (with Kendrick Lamar),77UjLW8j5UAGAGVGhR5oUK,2018,True,73,0.735,0.677,2,-4.979,1,0.093,2.17e-05,0.111,0.188,100.584,211440,4 +Migos,Culture II,Walk It Talk It,6n4U3TlzUGhdSFbUUhTvLP,2018,True,79,0.907,0.633,2,-5.145,1,0.184,2.6e-06,0.106,0.395,145.914,276147,4 +G-Eazy,The Beautiful & Damned,Him & I (with Halsey),5k38wzpLb15YgncyWdTZE4,2018,True,79,0.589,0.731,2,-6.343,1,0.0868,0.0,0.308,0.191,87.908,268867,4 +Post Malone,beerbongs & bentleys,Candy Paint,32lItqlMi4LBhb4k0BaSaC,2018,True,78,0.664,0.667,4,-5.941,1,0.154,1.22e-06,0.0753,0.381,180.064,227533,4 +Post Malone,Stoney (Deluxe),Congratulations,3a1lNhkSLSkpJE4MSHpDu9,2018,True,84,0.63,0.804,6,-4.183,1,0.0363,0.0,0.253,0.492,123.146,220293,4 +Sofía Reyes,"1, 2, 3 (feat. Jason Derulo & De La Ghetto)","1, 2, 3 (feat. Jason Derulo & De La Ghetto)",4QtiVmuA88tPQiCOHZuQ5b,2018,False,70,0.792,0.895,1,-3.112,0,0.0589,0.0,0.0501,0.794,94.968,201526,4 +Natti Natasha,Criminal,Criminal,6Za3190Sbw39BBC77WSS1C,2018,False,78,0.814,0.813,2,-3.023,0,0.0561,9.33e-05,0.255,0.839,79.997,232550,4 +Rich The Kid,The World Is Yours,Plug Walk,1ZAyjvIk9YiD76yYy0TEG6,2018,True,77,0.876,0.519,11,-6.531,1,0.143,0.0,0.108,0.158,94.981,175230,4 +Billie Eilish,lovely (with Khalid),lovely (with Khalid),0u2P5u6lvoDfwTYjAADbn4,2018,False,90,0.351,0.296,4,-10.109,0,0.0333,0.0,0.095,0.12,115.284,200186,4 +Migos,Culture II,Stir Fry,2UVbBKQOdFAekPTRsnkzcf,2018,True,74,0.817,0.816,2,-5.402,1,0.269,0.0,0.159,0.508,181.982,190288,4 +Kendrick Lamar,DAMN.,HUMBLE.,7KXjTSCq5nL1LoYtL7XAwS,2018,True,87,0.908,0.621,1,-6.638,0,0.102,5.39e-05,0.0958,0.421,150.011,177000,4 +Ozuna,Aura,Vaina Loca,48zFZh27QU5qsrBjn4C2FA,2018,False,76,0.754,0.805,6,-4.249,1,0.0752,0.0,0.203,0.555,93.982,176133,4 +Ed Sheeran,Perfect Duet (Ed Sheeran & Beyoncé),Perfect Duet (Ed Sheeran & Beyoncé),1bhUWB0zJMIKr9yVPrkEuI,2018,False,83,0.587,0.299,8,-7.365,1,0.0263,0.0,0.123,0.356,94.992,259550,3 +Maluma,F.A.M.E.,Corazón (feat. Nego do Borel),5cepAtqnEQ6yVG6088zMMu,2018,False,73,0.722,0.738,9,-6.073,0,0.247,1.47e-05,0.198,0.748,198.075,184720,4 +Khalid,American Teen,Young Dumb & Broke,5Z3GHaZ6ec9bsiI5BenrbY,2018,False,83,0.799,0.539,1,-6.351,1,0.0421,1.66e-05,0.165,0.394,136.948,202547,4 +Ozuna,Odisea,Síguelo Bailando,5Y9fnynLlIvqtM710MHzfz,2018,False,72,0.855,0.664,9,-7.11,0,0.0607,3.97e-05,0.0937,0.626,98.015,226800,4 +Anitta,Downtown,Downtown,3Ga6eKrUFf12ouh9Yw3v2D,2018,False,75,0.775,0.679,4,-4.985,0,0.135,7.26e-05,0.068,0.619,166.008,193456,4 +Wolfine,Bella,Bella,3xcCix7Jv1Rp90YVmgo35D,2018,False,4,0.909,0.493,3,-6.688,1,0.0735,0.000147,0.127,0.844,94.016,197120,4 +Calvin Harris,Promises (with Sam Smith),Promises (with Sam Smith),5N5k9nd479b1xpDZ4usjrg,2018,False,79,0.781,0.768,11,-5.991,1,0.0394,4.91e-06,0.325,0.486,123.07,213309,4 +Lil Baby,Harder Than Ever,Yes Indeed,6vN77lE9LK6HP2DewaN6HZ,2018,True,83,0.963,0.346,5,-9.309,0,0.53,0.0,0.108,0.562,119.957,142273,4 +Lauv,I met you when I was 18. (the playlist),I Like Me Better,2P91MQbaiQOfbiz9VqhqKQ,2018,False,85,0.752,0.505,9,-7.621,1,0.253,2.55e-06,0.104,0.419,91.97,197437,4 +Keala Settle,This Is Me,This Is Me,2xGjteMU3E1tkEPVFBO08U,2018,False,68,0.284,0.704,2,-7.276,1,0.186,0.000115,0.0424,0.1,191.702,234707,4 +XXXTENTACION,17,Everybody Dies In Their Nightmares,3GVkPk8mqxz0itaAriG1L7,2018,True,87,0.734,0.57,7,-7.066,0,0.133,2.14e-05,0.112,0.689,129.953,95467,4 +Zac Efron,Rewrite The Stars,Rewrite The Stars,630sXRhIcfwr2e4RdNtjKN,2018,False,76,0.684,0.619,10,-7.005,1,0.0386,0.0,0.122,0.284,125.046,217440,4 +Clean Bandit,I Miss You (feat. Julia Michaels),I Miss You (feat. Julia Michaels),2xmrfQpmS2iJExTlklLoAL,2018,False,1,0.638,0.658,3,-6.318,1,0.0456,3.77e-06,0.0919,0.33,105.076,205748,4 +DJ Khaled,No Brainer,No Brainer,5WvAo7DNuPRmk4APhdPzi8,2018,True,70,0.552,0.76,0,-4.706,1,0.342,0.0,0.0865,0.639,135.702,260000,5 +ZAYN,Dusk Till Dawn (feat. Sia) [Radio Edit],Dusk Till Dawn (feat. Sia) - Radio Edit,1j4kHkkpqZRBwE0A4CN4Yv,2018,False,82,0.259,0.437,11,-6.589,0,0.0386,1.32e-06,0.106,0.0951,180.042,239000,4 +Dean Lewis,Be Alright,Be Alright,3EPXxR3ImUwfayaurPi3cm,2018,True,83,0.553,0.586,11,-6.319,1,0.0362,0.0,0.0813,0.443,126.684,196373,4 +Gilli,Kiko,Vai Amor,7nPTjuVySLIUlgKrzTIFdb,2019,False,52,0.89,0.662,0,-5.462,1,0.199,0.0258,0.0594,0.837,129.988,166353,4 +Lady Gaga,A Star Is Born Soundtrack (Without Dialogue),Shallow - Radio Edit,6QfS2wq5sSC1xAJCQsTSlj,2019,False,76,0.575,0.33,7,-6.557,1,0.031,0.0,0.0872,0.277,95.801,217213,4 +Lord Siva,Paris,Paris,1NgeW6kFhdqAvEKgKYhf1s,2019,False,53,0.818,0.533,6,-6.05,0,0.0428,6.66e-06,0.133,0.774,114.97,170645,4 +Tones And I,The Kids Are Coming,Dance Monkey,5ZULALImTm80tzUbYQYM9d,2019,False,77,0.824,0.588,6,-6.4,0,0.0924,0.000104,0.149,0.513,98.027,209438,4 +Lewis Capaldi,Divinely Uninspired To A Hellish Extent,Someone You Loved,7qEHsqek33rTcFNT9PFqLf,2019,False,89,0.501,0.405,1,-5.679,1,0.0319,0.0,0.105,0.446,109.891,182161,4 +Billie Eilish,"WHEN WE ALL FALL ASLEEP, WHERE DO WE GO?",bad guy,2Fxmhks0bxGSBdJ92vM42m,2019,False,87,0.701,0.425,7,-10.965,1,0.375,0.13,0.1,0.562,135.128,194088,4 +Shawn Mendes,Señorita,Señorita,0TK2YIli7K1leLovkQiNik,2019,False,84,0.759,0.54,9,-6.039,0,0.0287,0.0,0.0945,0.75,116.947,190960,4 +Ed Sheeran,I Don't Care (with Justin Bieber),I Don't Care (with Justin Bieber),3HVWdVOQ0ZA45FuZGSfvns,2019,False,82,0.798,0.675,6,-5.041,1,0.0442,0.0,0.0894,0.842,101.956,219947,4 +Post Malone,Hollywood's Bleeding,Wow.,7xQAfvXzm3AkraOtGPWIZg,2019,True,83,0.829,0.539,11,-7.359,0,0.208,1.78e-06,0.103,0.388,99.96,149547,4 +Suspekt,Gonzo,Gonzo,6bh20cEbXMNJ5JPUvbGSYq,2019,True,0,0.75,0.557,1,-8.407,1,0.262,5.15e-05,0.173,0.322,99.977,172500,4 +Ava Max,Sweet but Psycho,Sweet but Psycho,25sgk305KZfyuqVBQIahim,2019,False,9,0.719,0.704,1,-4.724,1,0.0476,0.0,0.166,0.628,133.002,187436,4 +Emil Stabil,En Sang (feat. Gucci Mane),En Sang (feat. Gucci Mane),1hwYGaUz6V4odyt0u0QlKf,2019,True,50,0.874,0.573,2,-4.768,0,0.0816,0.0,0.0612,0.46,94.989,148242,4 +Post Malone,Hollywood's Bleeding,Sunflower - Spider-Man: Into the Spider-Verse,0RiRZpuVRbi7oqRdSMwhQY,2019,False,83,0.755,0.522,2,-4.368,1,0.0575,0.0,0.0685,0.925,89.96,157560,4 +Lil Nas X,7 EP,Old Town Road - Remix,2YpeDb67231RjR0MgVLzsG,2019,False,82,0.878,0.619,6,-5.56,1,0.102,0.0,0.113,0.639,136.041,157067,4 +TopGunn,1991,Nik & Jay (feat. Benjamin Hav),151GbWJcajt35sN4T309vF,2019,False,50,0.879,0.489,9,-8.271,0,0.217,0.0,0.11,0.423,94.939,174080,4 +KESI,X,X,7iNiRaxUOvd4seviLprqeb,2019,False,45,0.756,0.596,0,-5.473,0,0.0359,0.0,0.216,0.683,102.005,181691,4 +MEDUZA,Piece Of Your Heart,Piece Of Your Heart,1DFD5Fotzgn6yYXkYsKiGs,2019,False,80,0.677,0.744,10,-6.806,0,0.0295,0.00016,0.074,0.631,124.08,152913,4 +Ariana Grande,"thank u, next",7 rings,6ocbgoVGwYJhOv1GgI9NsF,2019,True,87,0.778,0.317,1,-10.732,0,0.334,0.0,0.0881,0.327,140.048,178627,4 +Ed Sheeran,Beautiful People (feat. Khalid),Beautiful People (feat. Khalid),4evmHXcjt3bTUHD1cvny97,2019,False,79,0.64,0.648,5,-8.113,0,0.187,0.0,0.0802,0.548,92.977,197867,4 +Branco,All In,All In,59iEMlCecSDtur0rlSOmvX,2019,False,49,0.805,0.637,5,-5.501,0,0.0472,0.0,0.0716,0.321,99.983,168282,4 +Sam Smith,Dancing With A Stranger (with Normani),Dancing With A Stranger (with Normani),6Qs4SXO9dwPj5GKvVOv8Ki,2019,False,79,0.741,0.52,8,-7.513,1,0.0656,1.97e-06,0.222,0.347,102.998,171030,4 +Avicii,SOS (feat. Aloe Blacc),SOS,0n2nEtLP3OzDdi12ziIekx,2019,False,64,0.802,0.645,5,-6.181,0,0.0715,0.0,0.119,0.376,100.001,157202,4 +Halsey,Without Me,Without Me,5p7ujcrUXASCNwRaWNHR1C,2019,True,82,0.752,0.488,6,-7.05,1,0.0705,9.11e-06,0.0936,0.533,136.041,201661,4 +Dean Lewis,Be Alright,Be Alright,3EPXxR3ImUwfayaurPi3cm,2019,True,83,0.553,0.586,11,-6.319,1,0.0362,0.0,0.0813,0.443,126.684,196373,4 +Mabel,Ivy To Roses (Mixtape),Don't Call Me Up,5WHTFyqSii0lmT9R21abT8,2019,False,82,0.674,0.881,9,-2.853,1,0.147,3.01e-06,0.0793,0.234,98.994,178480,4 +Lukas Graham,3 (The Purple Album),Love Someone,3id2EVGKc3eFAMn9nFnB0r,2019,False,65,0.538,0.409,9,-6.581,0,0.0505,0.0,0.11,0.265,171.838,205440,4 +Gilli,Kiko,Culo (feat. Branco),49vQclrdXkZXMJnD0VN3qZ,2019,False,52,0.9,0.66,8,-3.782,1,0.179,1.15e-06,0.109,0.584,92.013,145872,4 +Alec Benjamin,Narrated For You,Let Me Down Slowly,2qxmye6gAegTMjLKEBoR3d,2019,False,87,0.652,0.557,1,-5.714,0,0.0318,0.0,0.124,0.483,150.073,169354,4 +Jonas Brothers,Sucker,Sucker,4y3OI86AEP6PQoDE6olYhO,2019,False,6,0.842,0.734,1,-5.065,0,0.0588,0.0,0.106,0.952,137.958,181040,4 +Citybois,Sig Mig,Sig Mig,2kDVTfMiMP8ignU2hU2yCB,2019,False,0,0.703,0.812,7,-4.744,1,0.245,0.0,0.228,0.626,92.037,194707,4 +Gilli,Kolde Nætter,Kolde Nætter,6OuXYdo2VotwVcV9kEBqS9,2019,False,43,0.746,0.541,10,-6.967,0,0.145,2.98e-06,0.19,0.478,97.024,173790,4 +MellemFingaMuzik,JUNGLE,JUNGLE,0VWTSWZVask2dSMShSphvM,2019,False,51,0.793,0.551,6,-5.909,0,0.0795,0.0,0.186,0.572,142.066,209266,4 +Billie Eilish,"WHEN WE ALL FALL ASLEEP, WHERE DO WE GO?",bury a friend,4SSnFejRGlZikf02HLewEF,2019,False,79,0.905,0.389,8,-14.505,1,0.332,0.162,0.106,0.196,120.046,193143,4 +Billie Eilish,"WHEN WE ALL FALL ASLEEP, WHERE DO WE GO?",when the party's over,43zdsphuZLzwA9k4DJhU0I,2019,False,84,0.367,0.111,4,-14.084,1,0.0972,3.97e-05,0.0897,0.198,82.642,196077,4 +Khalid,Talk,Talk,0rTV5WefWd1J3OwIheTzxM,2019,False,73,0.9,0.4,0,-8.443,1,0.124,0.0,0.0876,0.338,136.001,197487,4 +Specktors,Unz Unz,Unz Unz,2vjKei86vFPZBodhXEqEmX,2019,False,52,0.898,0.663,6,-6.455,0,0.0557,1.77e-05,0.081,0.928,124.016,175316,4 +Citybois,Finde Tilbage,Finde Tilbage,2PULF2IhwRZg7Qpx3x4lHg,2019,False,0,0.785,0.67,9,-4.928,0,0.063,0.0,0.164,0.491,100.024,186733,4 +TopGunn,1991,Hyg Hver Dag (feat. Citybois),5EGO6sCOZuracSGyAPvu3F,2019,False,45,0.861,0.447,10,-8.351,0,0.11,0.0,0.113,0.494,102.04,151251,4 +TopGunn,1991,Detaljen (feat. Fouli),7FXfrOsoBv8AU9E7hWRTbH,2019,True,47,0.798,0.612,5,-7.072,0,0.262,0.0,0.127,0.792,162.015,174734,4 +benny blanco,Eastside (with Halsey & Khalid),Eastside (with Halsey & Khalid),0d2iYfpKoM0QCKvcLCkBao,2019,False,79,0.56,0.68,6,-7.648,0,0.321,0.0,0.116,0.319,89.391,173800,4 +Post Malone,Hollywood's Bleeding,Goodbyes (feat. Young Thug),0t3ZvGKlmYmVsDzBJAXK8C,2019,True,81,0.548,0.653,5,-3.875,1,0.081,0.0,0.103,0.163,150.068,174853,4 +Shawn Mendes,If I Can't Have You,If I Can't Have You,6LsAAHotRLMOHfCsSfYCsz,2019,False,77,0.692,0.809,2,-4.198,1,0.0602,0.0,0.147,0.864,123.911,190800,4 +Scarlet Pleasure,24/7,24/7,7Gh29sTql3Yln7gzOB6QZG,2019,False,48,0.836,0.553,10,-5.566,0,0.0629,0.0,0.0764,0.675,126.051,169540,4 +Lil Nas X,7 EP,Old Town Road,0F7FA14euOIX8KcbEturGH,2019,False,79,0.907,0.53,1,-6.112,1,0.127,2.23e-06,0.101,0.507,135.998,113000,4 +Sivas,Oui,Oui,7j8K8PE1tO2TvhY15E8ZcD,2019,True,54,0.837,0.802,4,-6.507,0,0.188,0.00874,0.307,0.453,127.008,188273,4 +Calvin Harris,Giant (with Rag'n'Bone Man),Giant (with Rag'n'Bone Man),5itOtNx0WxtJmi1TQ3RuRd,2019,False,77,0.807,0.887,1,-4.311,0,0.0361,0.000503,0.0811,0.606,122.015,229184,4 +Ed Sheeran,Cross Me (feat. Chance the Rapper & PnB Rock),Cross Me (feat. Chance the Rapper & PnB Rock),543bCW2ruMPmxUBWirQ3MR,2019,True,68,0.746,0.787,4,-6.373,1,0.12,0.0,0.0669,0.607,95.005,206187,4 +Loud Luxury,Body (feat. brando),Body (feat. brando),7K7MUBCnzgBAvMVW2RTWNs,2019,False,0,0.752,0.764,1,-4.399,1,0.038,9.44e-05,0.0543,0.582,121.958,163216,4 +R3HAB,All Around The World (La La La),All Around The World (La La La),02itaCXOdC54J0ISjqqFAp,2019,False,77,0.733,0.859,9,-5.03,0,0.033,0.0645,0.105,0.52,124.948,147840,4 +Panic! 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Julia Michaels),If the World Was Ending (feat. 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DaBaby),5nujrmhLynf4yMoMtj8AQF,2020,False,89,0.702,0.825,6,-3.787,0,0.0601,0.0,0.0674,0.915,102.977,203064,4 +Justin Bieber,Justice,Peaches (feat. Daniel Caesar & Giveon),4iJyoBOLtHqaGxP12qzhQI,2020,True,91,0.677,0.696,0,-6.181,1,0.119,0.0,0.42,0.464,90.03,198082,4 +Doja Cat,Planet Her,Kiss Me More (feat. SZA),3DarAbFujv6eYNliUTyqtz,2020,True,88,0.764,0.705,8,-3.463,1,0.0284,8.92e-05,0.12,0.781,110.97,208667,4 +The Weeknd,After Hours,Blinding Lights,0VjIjW4GlUZAMYd2vXMi3b,2020,False,94,0.514,0.73,1,-5.934,1,0.0598,9.54e-05,0.0897,0.334,171.005,200040,4 +Glass Animals,Dreamland (+ Bonus Levels),Heat Waves,02MWAaffLxlfxAUY7c5dvx,2020,False,95,0.761,0.525,11,-6.9,1,0.0944,6.7e-06,0.0921,0.531,80.87,238805,4 +Måneskin,Chosen,Beggin',3Wrjm47oTz2sjIgck11l5e,2020,False,92,0.714,0.8,11,-4.808,0,0.0504,0.0,0.359,0.589,134.002,211560,4 +Masked Wolf,Astronomical,Astronaut In The Ocean,6E90gq0KO6FYZVOXx8kCcC,2020,True,77,0.778,0.695,4,-6.865,0,0.0913,0.0,0.15,0.472,149.996,132780,4 +Bad Bunny,EL ÚLTIMO TOUR DEL MUNDO,DÁKITI,4MzXwWMhyBbmu6hOcLVD49,2020,True,87,0.731,0.573,4,-10.059,0,0.0544,5.22e-05,0.113,0.145,109.928,205090,4 +Lil Nas X,MONTERO,INDUSTRY BABY (feat. Jack Harlow),5Z9KJZvQzH6PFmb8SNkxuk,2020,True,90,0.741,0.691,10,-7.395,0,0.0672,0.0,0.0476,0.892,150.087,212353,4 +Ed Sheeran,=,Bad Habits,3rmo8F54jFF8OgYsqTxm5d,2020,False,95,0.807,0.893,11,-3.745,0,0.0347,2.79e-05,0.366,0.537,126.011,230747,4 +The Weeknd,After Hours,Save Your Tears,5QO79kh1waicV47BqGRL3g,2020,True,90,0.68,0.826,0,-5.487,1,0.0309,1.24e-05,0.543,0.644,118.051,215627,4 +BTS,"Butter (Hotter, Sweeter, Cooler)",Butter,2bgTY4UwhfBYhGT4HUYStN,2020,False,66,0.759,0.459,8,-5.187,1,0.0948,0.0,0.0906,0.695,109.997,164442,4 +Bruno Mars,Leave The Door Open,Leave The Door Open,7MAibcTli4IisCtbHKrGMh,2020,False,87,0.586,0.616,5,-7.964,1,0.0324,0.0,0.0927,0.719,148.088,242096,4 +Olivia Rodrigo,SOUR,deja vu,6HU7h9RYOaPRFeh0R3UeAr,2020,True,90,0.442,0.612,2,-7.222,1,0.112,5.7e-06,0.37,0.178,180.917,215507,4 +Rauw Alejandro,VICE VERSA,Todo De Ti,5RwV8BvLfX5injfqYodke9,2020,True,64,0.78,0.719,3,-3.613,0,0.0506,0.000196,0.0931,0.336,127.962,199604,4 +24kGoldn,El Dorado,Mood (feat. iann dior),4jPy3l0RUwlUI9T5XHBW2m,2020,True,89,0.701,0.716,7,-3.671,0,0.0361,0.0,0.324,0.732,91.007,140533,4 +Tiësto,The Business,The Business,6f3Slt0GbA2bPZlz0aIFXN,2020,False,88,0.798,0.62,8,-7.079,0,0.232,0.0192,0.112,0.235,120.031,164000,4 +BTS,BE,Dynamite,4saklk6nie3yiGePpBwUoc,2020,False,62,0.746,0.765,6,-4.41,0,0.0993,0.0,0.0936,0.737,114.044,199054,4 +Bad Bunny,Yonaguni,Yonaguni,2JPLbjOn0wPCngEot2STUS,2020,True,94,0.644,0.648,1,-4.601,1,0.118,0.0,0.135,0.44,179.951,206710,4 +Harry Styles,Fine Line,Watermelon Sugar,6UelLqGlWMcVH1E5c4H7lY,2020,False,91,0.548,0.816,0,-4.209,1,0.0465,0.0,0.335,0.557,95.39,174000,4 +Riton,Friday (feat. Mufasa & Hypeman) [Dopamine Re-Edit],Friday (feat. Mufasa & Hypeman) - Dopamine Re-Edit,4cG7HUWYHBV6R6tHn1gxrl,2020,False,88,0.824,0.862,2,-3.424,1,0.126,0.000132,0.303,0.801,122.98,169153,4 +Kali Uchis,Sin Miedo (del Amor y Otros Demonios) ∞,telepatía,6tDDoYIxWvMLTdKpjFkc1B,2020,False,87,0.653,0.524,11,-9.016,0,0.0502,0.0,0.203,0.553,83.97,160191,4 +The Kid LAROI,F*CK LOVE (SAVAGE),WITHOUT YOU,27OeeYzk6klgBh83TSvGMA,2020,True,85,0.662,0.413,0,-7.357,1,0.0299,0.0,0.134,0.467,93.005,161385,4 +Giveon,TAKE TIME,Heartbreak Anniversary,3FAJ6O0NOHQV8Mc5Ri6ENp,2020,False,87,0.449,0.465,0,-8.964,1,0.0791,1.02e-06,0.303,0.543,89.087,198371,3 +Olivia Rodrigo,SOUR,traitor,5CZ40GBx1sQ9agT82CLQCT,2020,False,93,0.38,0.339,3,-7.885,1,0.0338,0.0,0.12,0.0849,100.607,229227,4 +Farruko,La 167,Pepas,2B4GHvToeLTOBB4QLzW3Ni,2020,True,86,0.762,0.766,7,-3.955,1,0.0343,6.98e-05,0.128,0.442,130.001,287120,4 +Ariana Grande,Positions,positions,35mvY5S1H3J2QZyna3TFe0,2020,True,88,0.737,0.802,0,-4.771,1,0.0878,0.0,0.0931,0.682,144.015,172325,4 +Lewis Capaldi,Divinely Uninspired To A Hellish Extent,Someone You Loved,7qEHsqek33rTcFNT9PFqLf,2020,False,89,0.501,0.405,1,-5.679,1,0.0319,0.0,0.105,0.446,109.891,182161,4 +Myke Towers,Bandido,Bandido,1xK1Gg9SxG8fy2Ya373oqb,2020,False,82,0.713,0.617,8,-4.637,1,0.0887,0.0,0.0962,0.682,168.021,232853,4 +Måneskin,Teatro d'ira - Vol. I,I WANNA BE YOUR SLAVE,4pt5fDVTg5GhEvEtlz9dKk,2020,True,88,0.75,0.608,1,-4.008,1,0.0387,0.0,0.178,0.958,132.507,173347,4 +Polo G,Hall of Fame,RAPSTAR,18vXApRmJSgQ6wG2ll9AOg,2020,True,82,0.789,0.536,6,-6.862,1,0.242,0.0,0.129,0.437,81.039,165926,4 +Bad Bunny,EL ÚLTIMO TOUR DEL MUNDO,LA NOCHE DE ANOCHE,2XIc1pqjXV3Cr2BQUGNBck,2020,False,87,0.856,0.618,7,-4.892,1,0.286,0.0,0.0866,0.391,81.993,203201,4 +Doja Cat,Hot Pink,Streets,60ynsPSSKe6O3sfwRnIBRf,2020,True,88,0.749,0.463,11,-8.433,1,0.0842,0.0382,0.338,0.189,90.035,226987,4 +The Neighbourhood,I Love You.,Sweater Weather,2QjOHCTQ1Jl3zawyYOpxh6,2020,False,93,0.612,0.807,10,-2.81,1,0.0336,0.0177,0.101,0.398,124.053,240400,4 +Los Legendarios,Los Legendarios 001,Fiel,7Bk0uXKk1uPT0XuQbpFzvs,2020,False,82,0.849,0.701,6,-4.407,0,0.06,0.0,0.112,0.505,98.005,261667,4 +Doja Cat,Planet Her,Need to Know,3Vi5XqYrmQgOYBajMWSvCi,2020,True,93,0.664,0.609,1,-6.509,1,0.0707,0.0,0.0926,0.194,130.041,210560,4 +Dua Lipa,Future Nostalgia,Don't Start Now,3PfIrDoz19wz7qK7tYeu62,2020,False,85,0.793,0.793,11,-4.521,0,0.083,0.0,0.0951,0.679,123.95,183290,4 +Internet Money,B4 The Storm,"Lemonade (feat. Gunna, Don Toliver & NAV)",7hxHWCCAIIxFLCzvDgnQHX,2020,True,82,0.8,0.658,1,-6.142,0,0.079,0.0,0.111,0.462,140.042,195429,4 +Doja Cat,Planet Her,Woman,6Uj1ctrBOjOas8xZXGqKk4,2020,True,95,0.824,0.764,5,-4.175,0,0.0854,0.00294,0.117,0.881,107.998,172627,4 +Duncan Laurence,Small Town Boy (Track By Track),Arcade,1J14CdDAvBTE1AJYUOwl6C,2020,False,78,0.453,0.35,9,-11.639,0,0.0425,0.00122,0.144,0.279,72.017,185147,3 +SZA,Good Days,Good Days,3YJJjQPAbDT7mGpX3WtQ9A,2020,True,86,0.436,0.655,1,-8.37,0,0.0583,8.1e-06,0.688,0.412,121.002,279204,4 +J Balvin,JOSE,Qué Más Pues?,6D2TCm4nf5nxAcdGJ7w3QP,2020,False,80,0.903,0.817,8,-3.972,1,0.095,0.000311,0.242,0.732,102.014,217360,4 +Joel Corry,Head & Heart (feat. MNEK),Head & Heart (feat. MNEK),6cx06DFPPHchuUAcTxznu9,2020,False,86,0.734,0.874,8,-3.158,1,0.0662,1.14e-05,0.0489,0.905,122.953,166028,4 +Ariana Grande,Positions,34+35,6Im9k8u9iIzKMrmV7BWtlF,2020,True,86,0.83,0.585,0,-6.476,1,0.094,0.0,0.248,0.485,109.978,173711,4 +Tate McRae,you broke me first,you broke me first,45bE4HXI0AwGZXfZtMp8JR,2020,False,88,0.667,0.373,4,-9.389,1,0.05,0.0,0.0906,0.0823,124.148,169266,4 +Sebastian Yatra,Pareja Del Año,Pareja Del Año,2rCbl9naJYhaxjLsfx88uM,2020,False,86,0.715,0.622,4,-5.102,0,0.046,0.0,0.0948,0.808,80.015,195053,4 diff --git a/index.html b/index.html new file mode 100644 index 0000000..b31c7ad --- /dev/null +++ b/index.html @@ -0,0 +1,850 @@ + + + + + + + + + + + + +