{
"cells": [
{
"cell_type": "markdown",
"id": "1d0f0021-0539-45da-97ca-54dc19b9460e",
"metadata": {},
"source": [
"# 板情報の可視化(等高線)\n",
"\n",
"```{attention} ToDo:\n",
"解説を書く\n",
"```"
]
},
{
"cell_type": "code",
"execution_count": 1,
"id": "e7a8e0dd-b8ee-4006-ba0b-8cd40e523d40",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"import plotly.graph_objects as go"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "36dbfda2-ec50-487b-a078-13c52c842d72",
"metadata": {},
"outputs": [],
"source": [
"df = pd.read_pickle(\"btcusd_2020-07-08.pickle\")"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "3a73a334-6fd3-4fc8-b789-2c99827bf631",
"metadata": {},
"outputs": [
{
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"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
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],
"source": [
"last_df = df.iloc[-10000:, :].copy()\n",
"last_df.head()"
]
},
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"cell_type": "code",
"execution_count": 4,
"id": "db03ed64-6c4c-4773-a2d6-b4dddcee5335",
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"last_df.loc[:, \"price_int\"] = last_df.loc[:, \"price\"].round().astype(int)\n",
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")\n",
"pivot_df.head()"
]
},
{
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",
"text/html": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"fig = go.Figure(\n",
" data=go.Contour(z=pivot_df.values, x=pivot_df.columns, y=pivot_df.index)\n",
")\n",
"fig.show()"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3 (ipykernel)",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
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