diff --git a/Car Prediction/CarPrice_Prediction.ipynb b/Car Prediction/CarPrice_Prediction.ipynb index e1f5025..075affb 100644 --- a/Car Prediction/CarPrice_Prediction.ipynb +++ b/Car Prediction/CarPrice_Prediction.ipynb @@ -14683,7 +14683,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.11.1" + "version": "3.11.1 (v3.11.1:a7a450f84a, Dec 6 2022, 15:24:06) [Clang 13.0.0 (clang-1300.0.29.30)]" }, "orig_nbformat": 4, "vscode": { diff --git a/Spotify Data Analysis/Spotify-Data-Visualization.ipynb b/Spotify Data Analysis/Spotify-Data-Visualization.ipynb new file mode 100644 index 0000000..9c23803 --- /dev/null +++ b/Spotify Data Analysis/Spotify-Data-Visualization.ipynb @@ -0,0 +1,242 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import pandas as pd\n", + "import numpy as np \n", + "import seaborn as sns\n", + "import matplotlib.pyplot as plt\n", + "import warnings\n", + "warnings.filterwarnings('ignore')\n" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
\n", + " | artist_name | \n", + "track_id | \n", + "track_name | \n", + "acousticness | \n", + "danceability | \n", + "duration_ms | \n", + "energy | \n", + "instrumentalness | \n", + "key | \n", + "liveness | \n", + "loudness | \n", + "mode | \n", + "speechiness | \n", + "tempo | \n", + "time_signature | \n", + "valence | \n", + "popularity | \n", + "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", + "YG | \n", + "2RM4jf1Xa9zPgMGRDiht8O | \n", + "Big Bank feat. 2 Chainz, Big Sean, Nicki Minaj | \n", + "0.005820 | \n", + "0.743 | \n", + "238373 | \n", + "0.339 | \n", + "0.000 | \n", + "1 | \n", + "0.0812 | \n", + "-7.678 | \n", + "1 | \n", + "0.4090 | \n", + "203.927 | \n", + "4 | \n", + "0.118 | \n", + "15 | \n", + "
1 | \n", + "YG | \n", + "1tHDG53xJNGsItRA3vfVgs | \n", + "BAND DRUM (feat. A$AP Rocky) | \n", + "0.024400 | \n", + "0.846 | \n", + "214800 | \n", + "0.557 | \n", + "0.000 | \n", + "8 | \n", + "0.2860 | \n", + "-7.259 | \n", + "1 | \n", + "0.4570 | \n", + "159.009 | \n", + "4 | \n", + "0.371 | \n", + "0 | \n", + "
2 | \n", + "R3HAB | \n", + "6Wosx2euFPMT14UXiWudMy | \n", + "Radio Silence | \n", + "0.025000 | \n", + "0.603 | \n", + "138913 | \n", + "0.723 | \n", + "0.000 | \n", + "9 | \n", + "0.0824 | \n", + "-5.890 | \n", + "0 | \n", + "0.0454 | \n", + "114.966 | \n", + "4 | \n", + "0.382 | \n", + "56 | \n", + "
3 | \n", + "Chris Cooq | \n", + "3J2Jpw61sO7l6Hc7qdYV91 | \n", + "Lactose | \n", + "0.029400 | \n", + "0.800 | \n", + "125381 | \n", + "0.579 | \n", + "0.912 | \n", + "5 | \n", + "0.0994 | \n", + "-12.118 | \n", + "0 | \n", + "0.0701 | \n", + "123.003 | \n", + "4 | \n", + "0.641 | \n", + "0 | \n", + "
4 | \n", + "Chris Cooq | \n", + "2jbYvQCyPgX3CdmAzeVeuS | \n", + "Same - Original mix | \n", + "0.000035 | \n", + "0.783 | \n", + "124016 | \n", + "0.792 | \n", + "0.878 | \n", + "7 | \n", + "0.0332 | \n", + "-10.277 | \n", + "1 | \n", + "0.0661 | \n", + "120.047 | \n", + "4 | \n", + "0.928 | \n", + "0 | \n", + "