{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Playlists\n", "\n", "Below are investigations into listening from a playlist context. The start includes data for individual playlists before comparing a group of playlists.\n", "\n", "## Individual Playlist Investigations\n", "\n", "Below prepares a frame for processing and gives some high-level stats." ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "13,626 scrobbles\n", "34 days spent listening since Nov. 2017\n", "43.01 minutes/day\n" ] }, { "data": { "text/html": [ "
\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", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|
mean | \n", "0.199531 | \n", "0.661484 | \n", "227170.248933 | \n", "0.696907 | \n", "0.009208 | \n", "5.398247 | \n", "0.237718 | \n", "-6.896979 | \n", "0.619817 | \n", "0.275724 | \n", "116.912993 | \n", "4.003049 | \n", "0.475940 | \n", "
std | \n", "0.199895 | \n", "0.146956 | \n", "66374.992397 | \n", "0.149636 | \n", "0.054834 | \n", "3.714732 | \n", "0.170471 | \n", "2.494965 | \n", "0.485450 | \n", "0.131625 | \n", "30.835849 | \n", "0.279366 | \n", "0.219966 | \n", "
min | \n", "0.000017 | \n", "0.261000 | \n", "60867.000000 | \n", "0.248000 | \n", "0.000000 | \n", "0.000000 | \n", "0.033300 | \n", "-18.345000 | \n", "0.000000 | \n", "0.032300 | \n", "47.388000 | \n", "1.000000 | \n", "0.027200 | \n", "
25% | \n", "0.044000 | \n", "0.549000 | \n", "184854.000000 | \n", "0.582000 | \n", "0.000000 | \n", "1.000000 | \n", "0.110000 | \n", "-8.431000 | \n", "0.000000 | \n", "0.175000 | \n", "90.871000 | \n", "4.000000 | \n", "0.314000 | \n", "
50% | \n", "0.139000 | \n", "0.667000 | \n", "213840.000000 | \n", "0.706000 | \n", "0.000000 | \n", "6.000000 | \n", "0.172000 | \n", "-6.741000 | \n", "1.000000 | \n", "0.282000 | \n", "112.942000 | \n", "4.000000 | \n", "0.467000 | \n", "
75% | \n", "0.300000 | \n", "0.765000 | \n", "262933.000000 | \n", "0.811000 | \n", "0.000078 | \n", "9.000000 | \n", "0.330000 | \n", "-5.146000 | \n", "1.000000 | \n", "0.365000 | \n", "139.939000 | \n", "4.000000 | \n", "0.635000 | \n", "
max | \n", "0.910000 | \n", "0.975000 | \n", "774920.000000 | \n", "0.993000 | \n", "0.847000 | \n", "11.000000 | \n", "0.979000 | \n", "-0.140000 | \n", "1.000000 | \n", "0.868000 | \n", "207.982000 | \n", "5.000000 | \n", "0.962000 | \n", "