{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "# Mapbox 密度热图\n", "\n", "在使用 `px.density_mapbox` 时,数据帧的每一行都表示为具有给定影响半径的平滑点:" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import plotly.express as px\n", "from plotly import graph_objects as go\n", "go.FigureWidget(); # 用于初始化\n", "df = pd.read_csv('https://raw.githubusercontent.com/plotly/datasets/master/earthquakes-23k.csv')" ] }, { "cell_type": "code", "execution_count": 3, "metadata": {}, "outputs": [ { "data": { "text/html": [ " \n", " " ] }, "metadata": {}, "output_type": "display_data" }, { "data": { "application/vnd.plotly.v1+json": { "config": { "plotlyServerURL": "https://plot.ly" }, "data": [ { "coloraxis": "coloraxis", "hovertemplate": "Magnitude=%{z}
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" ] }, "metadata": {}, "output_type": "display_data" } ], "source": [ "fig = go.Figure(go.Densitymapbox(lat=df.Latitude, lon=df.Longitude, z=df.Magnitude,\n", " radius=10))\n", "fig.update_layout(mapbox_style=\"stamen-terrain\", mapbox_center_lon=180)\n", "fig.update_layout(margin={\"r\":0,\"t\":0,\"l\":0,\"b\":0})\n", "fig.show()" ] }, { "cell_type": "code", "execution_count": null, "metadata": {}, "outputs": [], "source": [] } ], "metadata": { "kernelspec": { "display_name": "Python 3.10.4 ('tvmx': conda)", "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": "3.10.4" }, "orig_nbformat": 4, "vscode": { "interpreter": { "hash": "e579259ee6098e2b9319de590d145b4b096774fe457bdf04260e3ba5c171e887" } } }, "nbformat": 4, "nbformat_minor": 2 }