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minrk/mybinder-daily.ipynb

Created February 10, 2022 10:22
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mybinder-daily.ipynb
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"import pandas as pd\n",
"import altair as alt\n",
"\n",
"index = \"https://archive.analytics.mybinder.org/index.jsonl\""
]
},
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" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>name</th>\n",
" <th>date</th>\n",
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" <tr>\n",
" <th>1191</th>\n",
" <td>events-2022-02-06.jsonl</td>\n",
" <td>2022-02-06</td>\n",
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"text/plain": [
" name date count\n",
"1191 events-2022-02-06.jsonl 2022-02-06 18991\n",
"1192 events-2022-02-07.jsonl 2022-02-07 32130\n",
"1193 events-2022-02-08.jsonl 2022-02-08 51583\n",
"1194 events-2022-02-09.jsonl 2022-02-09 38505\n",
"1195 events-2022-02-10.jsonl 2022-02-10 7248"
]
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"source": [
"index_url = \"https://archive.analytics.mybinder.org/index.jsonl\"\n",
"\n",
"df = pd.read_json(index_url, lines=True)\n",
"df.tail()"
]
},
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"id": "b571b415-307c-43a6-9d93-8598da9403d4",
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"</script>"
],
"text/plain": [
"alt.Chart(...)"
]
},
"execution_count": 16,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"alt.Chart(df).mark_line().transform_window(\n",
" frame=[-3, 3],\n",
" avg_count=\"mean(count)\",\n",
").encode(\n",
" x=\"date\",\n",
" y=alt.Y(\"avg_count:Q\", title=\"daily sessions (7-day average)\"),\n",
" tooltip=[\n",
" \"avg_count:Q\",\n",
" \"count\",\n",
" \"date\",\n",
" ],\n",
").interactive()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"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": "3.9.9"
},
"widgets": {
"application/vnd.jupyter.widget-state+json": {
"state": {},
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"version_minor": 0
}
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},
"nbformat": 4,
"nbformat_minor": 5
}
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