listening-analysis/album.ipynb
2021-05-07 01:03:08 +01:00

514 lines
650 KiB
Plaintext

{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Album Investigations"
]
},
{
"cell_type": "code",
"execution_count": 3,
"metadata": {},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"457 scrobbles\n",
"1 days spent listening since Nov. 2017\n",
"1.38 minutes/day\n"
]
},
{
"data": {
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" vertical-align: middle;\n",
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"<table border=\"1\" class=\"dataframe\">\n",
" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>acousticness</th>\n",
" <th>danceability</th>\n",
" <th>duration_ms</th>\n",
" <th>energy</th>\n",
" <th>instrumentalness</th>\n",
" <th>key</th>\n",
" <th>liveness</th>\n",
" <th>loudness</th>\n",
" <th>mode</th>\n",
" <th>speechiness</th>\n",
" <th>tempo</th>\n",
" <th>time_signature</th>\n",
" <th>valence</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>mean</th>\n",
" <td>0.237860</td>\n",
" <td>0.515659</td>\n",
" <td>208571.36105</td>\n",
" <td>0.698952</td>\n",
" <td>0.000508</td>\n",
" <td>5.317287</td>\n",
" <td>0.399127</td>\n",
" <td>-8.865836</td>\n",
" <td>0.560175</td>\n",
" <td>0.318893</td>\n",
" <td>109.647549</td>\n",
" <td>3.980306</td>\n",
" <td>0.499425</td>\n",
" </tr>\n",
" <tr>\n",
" <th>std</th>\n",
" <td>0.212666</td>\n",
" <td>0.084844</td>\n",
" <td>67764.14993</td>\n",
" <td>0.091519</td>\n",
" <td>0.001631</td>\n",
" <td>4.184609</td>\n",
" <td>0.196759</td>\n",
" <td>1.112998</td>\n",
" <td>0.496910</td>\n",
" <td>0.127265</td>\n",
" <td>34.212213</td>\n",
" <td>0.139098</td>\n",
" <td>0.187814</td>\n",
" </tr>\n",
" <tr>\n",
" <th>min</th>\n",
" <td>0.010700</td>\n",
" <td>0.388000</td>\n",
" <td>48507.00000</td>\n",
" <td>0.494000</td>\n",
" <td>0.000000</td>\n",
" <td>0.000000</td>\n",
" <td>0.123000</td>\n",
" <td>-11.561000</td>\n",
" <td>0.000000</td>\n",
" <td>0.089200</td>\n",
" <td>81.302000</td>\n",
" <td>3.000000</td>\n",
" <td>0.167000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>25%</th>\n",
" <td>0.049700</td>\n",
" <td>0.427000</td>\n",
" <td>183320.00000</td>\n",
" <td>0.604000</td>\n",
" <td>0.000000</td>\n",
" <td>1.000000</td>\n",
" <td>0.161000</td>\n",
" <td>-9.636000</td>\n",
" <td>0.000000</td>\n",
" <td>0.203000</td>\n",
" <td>89.060000</td>\n",
" <td>4.000000</td>\n",
" <td>0.391000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>50%</th>\n",
" <td>0.180000</td>\n",
" <td>0.528000</td>\n",
" <td>211187.00000</td>\n",
" <td>0.715000</td>\n",
" <td>0.000000</td>\n",
" <td>4.000000</td>\n",
" <td>0.389000</td>\n",
" <td>-8.561000</td>\n",
" <td>1.000000</td>\n",
" <td>0.321000</td>\n",
" <td>91.546000</td>\n",
" <td>4.000000</td>\n",
" <td>0.494000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>75%</th>\n",
" <td>0.261000</td>\n",
" <td>0.588000</td>\n",
" <td>226520.00000</td>\n",
" <td>0.790000</td>\n",
" <td>0.000277</td>\n",
" <td>11.000000</td>\n",
" <td>0.624000</td>\n",
" <td>-8.336000</td>\n",
" <td>1.000000</td>\n",
" <td>0.420000</td>\n",
" <td>118.965000</td>\n",
" <td>4.000000</td>\n",
" <td>0.628000</td>\n",
" </tr>\n",
" <tr>\n",
" <th>max</th>\n",
" <td>0.904000</td>\n",
" <td>0.676000</td>\n",
" <td>513707.00000</td>\n",
" <td>0.821000</td>\n",
" <td>0.008230</td>\n",
" <td>11.000000</td>\n",
" <td>0.796000</td>\n",
" <td>-5.834000</td>\n",
" <td>1.000000</td>\n",
" <td>0.549000</td>\n",
" <td>180.392000</td>\n",
" <td>4.000000</td>\n",
" <td>0.879000</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" acousticness danceability duration_ms energy instrumentalness \\\n",
"mean 0.237860 0.515659 208571.36105 0.698952 0.000508 \n",
"std 0.212666 0.084844 67764.14993 0.091519 0.001631 \n",
"min 0.010700 0.388000 48507.00000 0.494000 0.000000 \n",
"25% 0.049700 0.427000 183320.00000 0.604000 0.000000 \n",
"50% 0.180000 0.528000 211187.00000 0.715000 0.000000 \n",
"75% 0.261000 0.588000 226520.00000 0.790000 0.000277 \n",
"max 0.904000 0.676000 513707.00000 0.821000 0.008230 \n",
"\n",
" key liveness loudness mode speechiness tempo \\\n",
"mean 5.317287 0.399127 -8.865836 0.560175 0.318893 109.647549 \n",
"std 4.184609 0.196759 1.112998 0.496910 0.127265 34.212213 \n",
"min 0.000000 0.123000 -11.561000 0.000000 0.089200 81.302000 \n",
"25% 1.000000 0.161000 -9.636000 0.000000 0.203000 89.060000 \n",
"50% 4.000000 0.389000 -8.561000 1.000000 0.321000 91.546000 \n",
"75% 11.000000 0.624000 -8.336000 1.000000 0.420000 118.965000 \n",
"max 11.000000 0.796000 -5.834000 1.000000 0.549000 180.392000 \n",
"\n",
" time_signature valence \n",
"mean 3.980306 0.499425 \n",
"std 0.139098 0.187814 \n",
"min 3.000000 0.167000 \n",
"25% 4.000000 0.391000 \n",
"50% 4.000000 0.494000 \n",
"75% 4.000000 0.628000 \n",
"max 4.000000 0.879000 "
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"album_name = \"piñata\".lower()\n",
"album_frame = scrobbles[scrobbles[\"album\"].str.lower() == album_name]# FILTER SCROBBLES\n",
"album_frame = album_frame.sort_index(ascending=False) # SORT\n",
"# album_frame = album_frame.loc[:, descriptor_headers] # DESCRIPTORS\n",
"\n",
"total_time = album_frame[\"duration_ms\"].sum() / (1000 * 60) # minutes\n",
"total_days = total_time / (60 * 24) # days\n",
"print(f'{album_frame.count()[0]:,d} scrobbles')\n",
"print(f'{total_days:.0f} days spent listening since Nov. 2017')\n",
"print(f'{total_time / days_since(first_day).days:.2f} minutes/day')\n",
"\n",
"album_frame.describe()[1:]"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [
{
"data": {
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\n",
"text/plain": [
"<Figure size 720x480 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"filtered_album = scrobbles[scrobbles[\"album\"].str.lower() == album_name]\n",
"# resample by day and mean\n",
"filtered_album = filtered_album.resample(\"3W\").count()\n",
"\n",
"filtered_album[\"energy\"].plot()\n",
"\n",
"plt.title(f\"{album_name} Scrobbles\")\n",
"plt.grid()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Average Descriptor\n",
"\n",
"Below presents the average descriptor for the album. \"*All Listened Tracks*\" describes the descriptor based on the listening activity for this album. This takes into account how many times a track is listened to. \"*Distinct Tracks*\" takes only the distinct set of tracks that have been listened to and takes that average.\n",
"\n",
"The difference between them could be described as which features are preferred for an album. If the blue bar is higher than the red, it would indicate that tracks from this album which have a higher value for this are listened to more. "
]
},
{
"cell_type": "code",
"execution_count": 5,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x480 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"filtered_album = scrobbles[scrobbles[\"album\"].str.lower() == album_name]\n",
"filtered_album_no_dup = filtered_album.drop_duplicates(['uri'])\n",
"\n",
"filtered_album_no_dup = filtered_album_no_dup.loc[:, float_headers].mean()\n",
"filtered_album_dup = filtered_album.loc[:, float_headers].mean()\n",
"\n",
"x = np.arange(len(float_headers))\n",
"width = 0.35\n",
"plt.bar(x - width/2, filtered_album_no_dup, width, label='All Listened Tracks')\n",
"plt.bar(x + width/2, filtered_album_dup, width, label='Distinct Tracks', color=(1, 0, 0))\n",
"\n",
"plt.title(f\"{album_name} Average Descriptor\")\n",
"plt.legend(['All Listened Tracks', 'Distinct Tracks'])\n",
"plt.xticks(x, labels=[i[:6] for i in float_headers])\n",
"plt.ylim([0, 1])\n",
"plt.grid(axis='y')\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 720x480 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"filtered_album = scrobbles[scrobbles[\"album\"].str.lower() == album_name]\n",
"# select only descriptor float columns\n",
"filtered_album = filtered_album.loc[:, float_headers]\n",
"# resample by day and mean\n",
"filtered_album = filtered_album.resample(\"1M\").mean()\n",
"\n",
"# filtered_album[\"energy\"].plot()\n",
"filtered_album.plot(lw=3)\n",
"\n",
"plt.title(f\"{album_name} Characteristics Over Time\")\n",
"plt.legend(loc = \"upper left\", fontsize = \"xx-small\")\n",
"plt.ylim([0, 1])\n",
"plt.grid()\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Album Listening Time"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"limit = 50\n",
"albums = fmnet.top_albums(period=fmnet.Range.OVERALL, limit=limit)\n",
"\n",
"filtered_albums = [scrobbles[scrobbles[\"album\"] == i.name] for i in albums]\n",
"\n",
"### STATS ###\n",
"# total time listening to artists \n",
"albums_time = [i[\"duration_ms\"].sum() for i in filtered_albums]\n",
"# total number of tracks\n",
"albums_track_count = np.array([i.drop_duplicates([\"uri\"]).count()[0] for i in filtered_albums])\n",
"# average length of artist's tracks (ms)\n",
"albums_average_track_length = np.array([i.drop_duplicates([\"uri\"])[\"duration_ms\"].mean() for i in filtered_albums])\n",
"\n",
"fig_size = (7,(5/20)*limit)"
]
},
{
"cell_type": "code",
"execution_count": 8,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 840x1500 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=fig_size)\n",
"plt.barh(np.arange(len(albums))[::-1], np.array(albums_time) / (1000 * 60 * 60) )\n",
"plt.yticks(np.arange(len(albums))[::-1], labels=[f'{i.name}, {i.artist[\"name\"]}' for i in albums])\n",
"plt.xlabel(\"Time (Hours)\")\n",
"plt.grid(axis=\"x\")\n",
"plt.title(\"Time Listened (Since Nov 17)\")\n",
"plt.show()"
]
},
{
"cell_type": "code",
"execution_count": 9,
"metadata": {},
"outputs": [
{
"data": {
"image/png": 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\n",
"text/plain": [
"<Figure size 840x1500 with 1 Axes>"
]
},
"metadata": {
"needs_background": "light"
},
"output_type": "display_data"
}
],
"source": [
"plt.figure(figsize=fig_size)\n",
"plt.barh(np.arange(len(albums))[::-1], np.array(albums_time) / (albums_track_count * albums_average_track_length) )\n",
"plt.yticks(np.arange(len(albums))[::-1], labels=[f'{i.name}, {i.artist[\"name\"]}' for i in albums])\n",
"plt.xlabel(\"Average plays per song\")\n",
"plt.grid(axis=\"x\")\n",
"plt.title(\"Normalised listening time\")\n",
"plt.show()"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Imports & Setup"
]
},
{
"cell_type": "code",
"execution_count": 1,
"metadata": {},
"outputs": [],
"source": [
"from datetime import datetime\n",
"\n",
"from google.cloud import bigquery\n",
"import matplotlib.pyplot as plt\n",
"import matplotlib as mpl\n",
"mpl.rcParams['figure.dpi'] = 120\n",
"\n",
"from analysis.net import get_spotnet, get_fmnet, get_playlist, track_frame\n",
"from analysis.query import *\n",
"from analysis import float_headers, days_since\n",
"\n",
"import pandas as pd\n",
"import numpy as np\n",
"\n",
"client = bigquery.Client()\n",
"spotnet = get_spotnet()\n",
"fmnet = get_fmnet()\n",
"cache = 'query.csv'\n",
"first_day = datetime(year=2017, month=11, day=3)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Read Scrobble Frame"
]
},
{
"cell_type": "code",
"execution_count": 2,
"metadata": {},
"outputs": [],
"source": [
"scrobbles = get_query(cache=cache)"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"## Write Scrobble Frame"
]
},
{
"cell_type": "code",
"execution_count": 4,
"metadata": {},
"outputs": [],
"source": [
"scrobbles.reset_index().to_csv(cache, sep='\\t')"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.8.9"
}
},
"nbformat": 4,
"nbformat_minor": 4
}