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"import time\n",
"from datetime import timedelta\n",
"import pandas as pd\n",
"import numpy as np\n",
"import plotly.express as px\n",
"import matplotlib.pyplot as plt\n",
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"C:\\Users\\91962\\anaconda3\\lib\\site-packages\\pandas\\core\\arrays\\categorical.py:2630: FutureWarning: The `inplace` parameter in pandas.Categorical.rename_categories is deprecated and will be removed in a future version. Removing unused categories will always return a new Categorical object.\n",
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\n",
" \n",
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" | \n",
" Device | \n",
" Duration | \n",
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\n",
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" \n",
" \n",
" 15 | \n",
" FireTV 4K Stick 2018 | \n",
" 2775.23 | \n",
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\n",
" \n",
" 18 | \n",
" Hisense MTK5657 on UHD platform Smart TV | \n",
" 2035.00 | \n",
"
\n",
" \n",
" 16 | \n",
" FireTV Stick 2016 | \n",
" 1379.63 | \n",
"
\n",
" \n",
" 4 | \n",
" Apple Apple TV 4 Apple TV | \n",
" 937.93 | \n",
"
\n",
" \n",
" 1 | \n",
" Android DefaultWidevineL3Phone Android Phone | \n",
" 895.69 | \n",
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\n",
" \n",
" 14 | \n",
" Edge OSS - Windows (Cadmium) | \n",
" 336.33 | \n",
"
\n",
" \n",
" 20 | \n",
" Netflix Windows App - Cadmium Windows Mobile | \n",
" 299.70 | \n",
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\n",
" \n",
" 8 | \n",
" Apple iPhone 6 | \n",
" 244.71 | \n",
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\n",
" \n",
" 9 | \n",
" Apple iPhone 7 (GSM) | \n",
" 118.25 | \n",
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\n",
" \n",
" 19 | \n",
" Netflix Linux Firefox Other | \n",
" 116.10 | \n",
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" 1 | \n",
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" 2021 | \n",
" 100.6 | \n",
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\n",
" \n",
" 5 | \n",
" 2022 | \n",
" 1.1 | \n",
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\n",
" \n",
" 6 | \n",
" total | \n",
" 393.5 | \n",
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"linecolor": "white",
"ticks": "",
"title": {
"standoff": 15
},
"zerolinecolor": "white",
"zerolinewidth": 2
},
"yaxis": {
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"gridcolor": "white",
"linecolor": "white",
"ticks": "",
"title": {
"standoff": 15
},
"zerolinecolor": "white",
"zerolinewidth": 2
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}
},
"title": {
"text": "Total hours of Netflix consumed per year (By Duration)",
"x": 0.5
},
"xaxis": {
"anchor": "y",
"domain": [
0,
1
],
"tickprefix": "",
"title": {
"text": "Year"
}
},
"yaxis": {
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"domain": [
0,
1
],
"tickprefix": "",
"title": {
"text": "Number of hours"
}
}
}
},
"text/html": [
""
]
},
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],
"source": [
"fig= px.bar(\n",
" data_frame= yearlySpend.iloc[:-2],\n",
" x= 'Year',\n",
" y= 'Duration',\n",
" color_discrete_sequence= px.colors.sequential.Blues_r\n",
")\n",
"\n",
"fig.update_layout(\n",
" title= go.layout.Title(\n",
" text= \"Total hours of Netflix consumed per year (By Duration)\",\n",
" x= 0.5\n",
" )\n",
")\n",
"fig.update_traces(\n",
" hovertemplate= \"%{x}
%{y} hours\"\n",
")\n",
"fig.update_xaxes(\n",
" tickprefix= \"\",\n",
" title= \"Year\"\n",
")\n",
"fig.update_yaxes(\n",
" title= \"Number of hours\",\n",
" tickprefix= \"\"\n",
")\n",
"fig.show()"
]
},
{
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"id": "97375e65",
"metadata": {},
"outputs": [],
"source": []
}
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