From 72b091e7f6afe5aa3b3ae8e96bf370c16086dea0 Mon Sep 17 00:00:00 2001 From: geo-smart Date: Mon, 9 Oct 2023 15:51:36 +0000 Subject: [PATCH] update student version with curriculum book changes --- README.md | 35 +- STUDENT_README.md | 10 + .../2.3_pandas_rendered.ipynb | 349827 ++++++++------- .../2.4_Arrays.ipynb | 5279 +- book/Chapter2-DataManipulation/plot_test.png | Bin 34782 -> 34782 bytes book/about_this_book/about_this_book.md | 2 +- book/about_this_book/acknowledgements.md | 3 +- 7 files changed, 175147 insertions(+), 180009 deletions(-) create mode 100644 STUDENT_README.md diff --git a/README.md b/README.md index 400c0ac..079cd9f 100644 --- a/README.md +++ b/README.md @@ -1,10 +1,35 @@ # GeoSMART Curriculum Jupyter Book (ESS 469/569) -[![Deploy](https://github.com/geo-smart/mlgeo-book/actions/workflows/deploy.yaml/badge.svg)](https://github.com/geo-smart/mlgeo-book/actions/workflows/deploy.yaml) -[![Jupyter Book Badge](https://jupyterbook.org/badge.svg)](https://geo-smart.github.io/mlgeo-book) -[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/geo-smart/mlgeo-book/HEAD?urlpath=lab) +[![Deploy](https://github.com/geo-smart/mlgeo-instructor/actions/workflows/deploy.yaml/badge.svg)](https://github.com/geo-smart/mlgeo-instructor/actions/workflows/deploy.yaml) +[![Jupyter Book Badge](https://jupyterbook.org/badge.svg)](https://geo-smart.github.io/mlgeo-instructor) +[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/geo-smart/mlgeo-instructor/HEAD?urlpath=lab) [![GeoSMART Library Badge](book/img/curricula_badge.svg)](https://geo-smart.github.io/curriculum) +[![Student Version](book/img/student_version_badge.svg)](https://geo-smart.github.io/mlgeo-book/) -## About +## Repository Overview -This repository stores configuration for GeoSMART curriculum content, specifically the student version of the book. This version of the book should never be directly edited, as the student version is automatically generated on push. \ No newline at end of file +This repository stores configuration for GeoSMART curriculum content, specifically the teacher version of the book. Only this version of the book should ever be edited, as the student version is automatically generated on push by github actions. + +## Making Changes + +Edit the book content by modifying the `_config.yml`, `_toc.yml` and `*.ipynb` files in the `book` directory. The book is hosted on Github Pages and will be automatically updated on push, and the student book will also be created automatically on push. + +To modify the exact differences between this book and the student book, edit `.github/workflows/clean_book.py`. When you push, a github action will clone the repo and run this python file which modifies certain parts of `*.ipynb` file contents, then pushes to the student repo. To edit the student repo's README, edit `STUDENT_README.md`. The Github Actions workflow also automatically replaces `README.md` with `STUDENT_README.md` in the student repo. + +### `Student Response Sections` + +One modifications made by the `clean_book.py` workflow is to clear sections marked for student response. Code cells marked for student response may contain code in the teacher version of the book, but will have their code removed and replaced with a TODO comment in the student version. + +To mark a code cell to be cleared, insert a markdown cell directly preceding it with the following content: + +````markdown +```{admonition} Student response section +This section is left for the student to complete. +``` +```` + +## Serving Locally + +Activate the `curriculum_book` conda environment (or any conda environment that has the necessary jupyter book dependencies). Navigate to the root folder of the curriculum book repository in anaconda prompt, then run `python server.py`. + +On startup, the server will run `jb build book` to build all changes to the notebook and create the compiled HTML. The server code can take a `--no-build` flag (or `--nb` shorthand) if you don't want to build any changes you've made to the notebooks. In the case that you don't want to build changes made to the notebooks, you can just run `python serer.py --nb` from any terminal with python installed. diff --git a/STUDENT_README.md b/STUDENT_README.md new file mode 100644 index 0000000..400c0ac --- /dev/null +++ b/STUDENT_README.md @@ -0,0 +1,10 @@ +# GeoSMART Curriculum Jupyter Book (ESS 469/569) + +[![Deploy](https://github.com/geo-smart/mlgeo-book/actions/workflows/deploy.yaml/badge.svg)](https://github.com/geo-smart/mlgeo-book/actions/workflows/deploy.yaml) +[![Jupyter Book Badge](https://jupyterbook.org/badge.svg)](https://geo-smart.github.io/mlgeo-book) +[![Binder](https://mybinder.org/badge_logo.svg)](https://mybinder.org/v2/gh/geo-smart/mlgeo-book/HEAD?urlpath=lab) +[![GeoSMART Library Badge](book/img/curricula_badge.svg)](https://geo-smart.github.io/curriculum) + +## About + +This repository stores configuration for GeoSMART curriculum content, specifically the student version of the book. This version of the book should never be directly edited, as the student version is automatically generated on push. \ No newline at end of file diff --git a/book/Chapter2-DataManipulation/2.3_pandas_rendered.ipynb b/book/Chapter2-DataManipulation/2.3_pandas_rendered.ipynb index e7fde30..10349a6 100644 --- a/book/Chapter2-DataManipulation/2.3_pandas_rendered.ipynb +++ b/book/Chapter2-DataManipulation/2.3_pandas_rendered.ipynb @@ -1,175072 +1,175077 @@ { - "cells": [ + "cells": [ + { + "cell_type": "markdown", + "id": "50e82750", + "metadata": {}, + "source": [ + "# 2.4 Pandas\n", + "\n", + "This section aims to provide new skills in python to handle structured, tabular data. \n", + "\n", + "Learning outcome:\n", + "- Manipulation of data frames (describing, filtering, ...) \n", + "- Learn about Lambda functions\n", + "- Intro to datetime objects\n", + "- Plotting data from data frames (histograms and maps)\n", + "- Introduction to Plotly\n", + "- Introduction to CSV & Parquet\n", + "\n", + "This tutorial can be offered in a 2-hour course. Sections are labeled as Level 1, 2, 3 in Section 1, 2, 3, and instructors may choose to leave higher levels for asynchronous, self-guided learning.\n", + "\n", + "\n", + "We will work on several structured data sets: sensor metadata, seismic data product (earthquake catalog).\n", + "\n", + "First, we import all the modules we need:" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "id": "28d926f9", + "metadata": {}, + "outputs": [], + "source": [ + "import numpy as np\n", + "import pandas as pd\n", + "import io\n", + "import requests\n", + "import time\n", + "import matplotlib.pyplot as plt\n", + "from datetime import datetime, timedelta\n", + "\n", + "import plotly.express as px\n", + "import plotly.io as pio\n", + "# pio.renderers.default = 'vscode' # writes as standalone html, \n", + "# pio.renderers.default = 'iframe' # writes files as standalone html, \n", + "# pio.renderers.default = 'png' # writes files as standalone png, \n", + "# try notebook, jupyterlab, png, vscode, iframe\n" + ] + }, + { + "cell_type": "markdown", + "id": "3f1829a3", + "metadata": {}, + "source": [ + "# 1 Pandas Fundamentals\n", + "\n", + "## 1.1 Basics\n", + "\n", + "Pandas are composed of ``Series`` and ``DataFrame``. ``Series`` are columns with attributes or keys. The ``DataFrame`` is a multi-dimensional table made up of ``Series``.\n", + "\n", + "We can create a DataFrame composed of series from scratch using Python dictionary:" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "3cdfc90e", + "metadata": {}, + "outputs": [ { - "cell_type": "markdown", - "id": "50e82750", - "metadata": {}, - "source": [ - "# 2.4 Pandas\n", - "\n", - "This section aims to provide new skills in python to handle structured, tabular data. \n", - "\n", - "Learning outcome:\n", - "- Manipulation of data frames (describing, filtering, ...) \n", - "- Learn about Lambda functions\n", - "- Intro to datetime objects\n", - "- Plotting data from data frames (histograms and maps)\n", - "- Introduction to Plotly\n", - "- Introduction to CSV & Parquet\n", - "\n", - "This tutorial can be offered in a 2-hour course. Sections are labeled as Level 1, 2, 3 in Section 1, 2, 3, and instructors may choose to leave higher levels for asynchronous, self-guided learning.\n", - "\n", - "\n", - "We will work on several structured data sets: sensor metadata, seismic data product (earthquake catalog).\n", - "\n", - "First, we import all the modules we need:" - ] - }, + "name": "stdout", + "output_type": "stream", + "text": [ + " temperature precipitation\n", + "0 36 3\n", + "1 37 1\n", + "2 30 0\n", + "3 50 0\n" + ] + } + ], + "source": [ + "data = {\n", + " 'temperature' : [36,37,30,50],\n", + " 'precipitation':[3,1,0,0]\n", + "}\n", + "my_pd = pd.DataFrame(data)\n", + "print(my_pd)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "8e041ce5", + "metadata": {}, + "source": [ + "Each (key,value) item in the dataframe corresponds to a value in ``data``. To get the keys of the dataframe, type:" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "fb8d9c69", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": 1, - "id": "28d926f9", - "metadata": {}, - "outputs": [], - "source": [ - "import numpy as np\n", - "import pandas as pd\n", - "import io\n", - "import requests\n", - "import time\n", - "import matplotlib.pyplot as plt\n", - "from datetime import datetime, timedelta\n", - "\n", - "import plotly.express as px\n", - "import plotly.io as pio\n", - "# pio.renderers.default = 'vscode' # writes as standalone html, \n", - "# pio.renderers.default = 'iframe' # writes files as standalone html, \n", - "# pio.renderers.default = 'png' # writes files as standalone png, \n", - "# try notebook, jupyterlab, png, vscode, iframe\n" + "data": { + "text/plain": [ + "Index(['temperature', 'precipitation'], dtype='object')" ] - }, + }, + "execution_count": 3, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "my_pd.keys()" + ] + }, + { + "cell_type": "markdown", + "id": "ff7935a4", + "metadata": {}, + "source": [ + "get a specific ``Series`` (different from the array)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "id": "c5d734fd", + "metadata": {}, + "outputs": [ { - "cell_type": "markdown", - "id": "3f1829a3", - "metadata": {}, - "source": [ - "# 1 Pandas Fundamentals\n", - "\n", - "## 1.1 Basics\n", - "\n", - "Pandas are composed of ``Series`` and ``DataFrame``. ``Series`` are columns with attributes or keys. The ``DataFrame`` is a multi-dimensional table made up of ``Series``.\n", - "\n", - "We can create a DataFrame composed of series from scratch using Python dictionary:" - ] - }, + "name": "stdout", + "output_type": "stream", + "text": [ + "0 36\n", + "1 37\n", + "2 30\n", + "3 50\n", + "Name: temperature, dtype: int64\n", + "\n" + ] + } + ], + "source": [ + "print(my_pd.temperature[:])\n", + "print(type(my_pd.temperature[:]))" + ] + }, + { + "cell_type": "markdown", + "id": "1f5f2426", + "metadata": {}, + "source": [ + "to get the _value_ of a specific key (e.g., temperature), at a specific index (e.g., 2) type:" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "id": "2ab0ad9d", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": 2, - "id": "3cdfc90e", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " temperature precipitation\n", - "0 36 3\n", - "1 37 1\n", - "2 30 0\n", - "3 50 0\n" - ] - } + "name": "stdout", + "output_type": "stream", + "text": [ + "30\n", + "\n" + ] + } + ], + "source": [ + "print(my_pd.temperature[2])\n", + "print(type(my_pd.temperature[2]))" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "9fca0cf5", + "metadata": {}, + "source": [ + "## 1.2 Reading a DataFrame from a CSV file\n", + "\n", + "We can read a pandas directly from a standard file. Here you will read a catalog of earthquakes." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "id": "f029ed84", + "metadata": {}, + "outputs": [], + "source": [ + "quake = pd.read_csv(\"Global_Quakes_IRIS.csv\")" + ] + }, + { + "cell_type": "markdown", + "id": "62e31c2c", + "metadata": {}, + "source": [ + "Now you use the ``head`` function to display what is in the file" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "id": "ed565400", + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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02010-07-02 06:04:03.570-13.6098166.654134400.06.3VANUATU ISLANDS
12010-07-04 21:55:52.37039.6611142.579230100.06.3NEAR EAST COAST OF HONSHU
22010-07-10 11:43:33.00011.1664146.082316900.06.3SOUTH OF MARIANA ISLANDS
32010-07-12 00:11:20.060-22.2789-68.3159109400.06.2NORTHERN CHILE
42010-07-14 08:32:21.850-38.0635-73.464925700.06.6NEAR COAST OF CENTRAL CHILE
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" ], - "source": [ - "data = {\n", - " 'temperature' : [36,37,30,50],\n", - " 'precipitation':[3,1,0,0]\n", - "}\n", - "my_pd = pd.DataFrame(data)\n", - "print(my_pd)" + "text/plain": [ + " time latitude longitude depth magnitude \\\n", + "0 2010-07-02 06:04:03.570 -13.6098 166.6541 34400.0 6.3 \n", + "1 2010-07-04 21:55:52.370 39.6611 142.5792 30100.0 6.3 \n", + "2 2010-07-10 11:43:33.000 11.1664 146.0823 16900.0 6.3 \n", + "3 2010-07-12 00:11:20.060 -22.2789 -68.3159 109400.0 6.2 \n", + "4 2010-07-14 08:32:21.850 -38.0635 -73.4649 25700.0 6.6 \n", + "\n", + " description \n", + "0 VANUATU ISLANDS \n", + "1 NEAR EAST COAST OF HONSHU \n", + "2 SOUTH OF MARIANA ISLANDS \n", + "3 NORTHERN CHILE \n", + "4 NEAR COAST OF CENTRAL CHILE " ] - }, + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# enter answer here\n", + "quake.head()" + ] + }, + { + "cell_type": "markdown", + "id": "73bfcd15", + "metadata": {}, + "source": [ + "Display the depth using two ways to use the pandas object" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "id": "9b01ce51", + "metadata": {}, + "outputs": [ { - "attachments": {}, - "cell_type": "markdown", - "id": "8e041ce5", - "metadata": {}, - "source": [ - "Each (key,value) item in the dataframe corresponds to a value in ``data``. To get the keys of the dataframe, type:" - ] - }, + "name": "stdout", + "output_type": "stream", + "text": [ + "0 34400.0\n", + "1 30100.0\n", + "2 16900.0\n", + "3 109400.0\n", + "4 25700.0\n", + " ... \n", + "1780 10000.0\n", + "1781 105000.0\n", + "1782 608510.0\n", + "1783 10000.0\n", + "1784 35440.0\n", + "Name: depth, Length: 1785, dtype: float64\n", + "0 34400.0\n", + "1 30100.0\n", + "2 16900.0\n", + "3 109400.0\n", + "4 25700.0\n", + " ... \n", + "1780 10000.0\n", + "1781 105000.0\n", + "1782 608510.0\n", + "1783 10000.0\n", + "1784 35440.0\n", + "Name: depth, Length: 1785, dtype: float64\n" + ] + } + ], + "source": [ + "print(quake.depth)\n", + "print(quake['depth'])" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "9c623644", + "metadata": {}, + "source": [ + "Calculate basic statistic of the data using the function ``describe``." + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "id": "2b9f083e", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": 3, - "id": "fb8d9c69", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Index(['temperature', 'precipitation'], dtype='object')" - ] - }, - "execution_count": 3, - "metadata": {}, - "output_type": "execute_result" - } + "data": { + "text/html": [ + "
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" ], - "source": [ - "my_pd.keys()" + "text/plain": [ + " latitude longitude depth magnitude\n", + "count 1785.000000 1785.000000 1785.000000 1785.000000\n", + "mean 0.840700 40.608674 82773.187675 6.382403\n", + "std 30.579308 125.558363 146988.302031 0.429012\n", + "min -69.782500 -179.957200 0.000000 6.000000\n", + "25% -19.905100 -73.832200 12000.000000 6.100000\n", + "50% -4.478900 113.077800 24400.000000 6.300000\n", + "75% 27.161700 145.305700 58000.000000 6.600000\n", + "max 74.391800 179.998100 685500.000000 9.100000" ] - }, + }, + "execution_count": 9, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "quake.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "8b54218c", + "metadata": {}, + "source": [ + "Calculate mean and median of specific ``Series``, for example depth." + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "id": "83f21ca3", + "metadata": {}, + "outputs": [ { - "cell_type": "markdown", - "id": "ff7935a4", - "metadata": {}, - "source": [ - "get a specific ``Series`` (different from the array)" - ] - }, + "name": "stdout", + "output_type": "stream", + "text": [ + "82773.18767507003\n", + "24400.0\n" + ] + } + ], + "source": [ + "# answer it here\n", + "print(quake.depth.mean())\n", + "print(quake.depth.median())\n" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "591f8d33", + "metadata": {}, + "source": [ + "## 1.3 Basic Python Functions\n", + "We will now practice how to modify the content of the DataFrame using functions. We will take the example where we want to change the depth values from meters to kilometers. First we can define this operation as a function" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "5b4f94b4", + "metadata": {}, + "outputs": [], + "source": [ + "# this function converts a value in meters to a value in kilometers\n", + "m2km = 1000 # this is defined as a global variable\n", + "def meters2kilometers(x):\n", + " return x/m2km\n" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "id": "16cb70b9", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": 4, - "id": "c5d734fd", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0 36\n", - "1 37\n", - "2 30\n", - "3 50\n", - "Name: temperature, dtype: int64\n", - "\n" - ] - } - ], - "source": [ - "print(my_pd.temperature[:])\n", - "print(type(my_pd.temperature[:]))" + "data": { + "text/plain": [ + "34.4" ] - }, + }, + "execution_count": 12, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# now test it using the first element of the quake DataFrame\n", + "meters2kilometers(quake.depth[0])" + ] + }, + { + "cell_type": "markdown", + "id": "aa52810b", + "metadata": {}, + "source": [ + "Let's define another function that uses a local instead of global variable" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "id": "d8e21ea1", + "metadata": {}, + "outputs": [], + "source": [ + "def meters2kilometers2(x):\n", + " m2km2=1000\n", + " return x/m2km2\n", + "# m2km2 is a local variable and cannot be called outside of the function. Prove it next by inquiring its value in the next cell." + ] + }, + { + "cell_type": "markdown", + "id": "f6db26f1", + "metadata": {}, + "source": [ + "We now discuss the **lambda** functions." + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "id": "a2713d55", + "metadata": {}, + "outputs": [ { - "cell_type": "markdown", - "id": "1f5f2426", - "metadata": {}, - "source": [ - "to get the _value_ of a specific key (e.g., temperature), at a specific index (e.g., 2) type:" + "data": { + "text/plain": [ + "0 34.40\n", + "1 30.10\n", + "2 16.90\n", + "3 109.40\n", + "4 25.70\n", + " ... \n", + "1780 10.00\n", + "1781 105.00\n", + "1782 608.51\n", + "1783 10.00\n", + "1784 35.44\n", + "Name: depth, Length: 1785, dtype: float64" ] - }, + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# now we apply it on the entire Series\n", + "meters2kilometers(quake.depth)" + ] + }, + { + "cell_type": "markdown", + "id": "5b296ab5", + "metadata": {}, + "source": [ + "We can also define this very basic function as a **lambda** function. There are several ways of doing an operation on all rows of a column. The first option is to use the map function.\n", + "\n", + "If you are not familiar with lambda function in Python, please read additional tutorials [here](!https://realpython.com/python-lambda/).\n", + "\n", + "We will practice a bit lambda functions" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "id": "cbb26a36", + "metadata": {}, + "outputs": [], + "source": [ + "# Now the equivalent in lambda is:\n", + "lambda_meters2kilometers = lambda x:x/1000\n", + "# x is the variable" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "id": "7d94f6a8", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": 5, - "id": "2ab0ad9d", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "30\n", - "\n" - ] - } - ], - "source": [ - "print(my_pd.temperature[2])\n", - "print(type(my_pd.temperature[2]))" + "data": { + "text/plain": [ + "0 34.40\n", + "1 30.10\n", + "2 16.90\n", + "3 109.40\n", + "4 25.70\n", + " ... \n", + "1780 10.00\n", + "1781 105.00\n", + "1782 608.51\n", + "1783 10.00\n", + "1784 35.44\n", + "Name: depth, Length: 1785, dtype: float64" ] - }, + }, + "execution_count": 16, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# apply it to the entire series\n", + "lambda_meters2kilometers(quake.depth)" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "id": "caad68a3", + "metadata": {}, + "outputs": [ { - "attachments": {}, - "cell_type": "markdown", - "id": "9fca0cf5", - "metadata": {}, - "source": [ - "## 1.2 Reading a DataFrame from a CSV file\n", - "\n", - "We can read a pandas directly from a standard file. Here you will read a catalog of earthquakes." + "data": { + "text/plain": [ + "1" ] - }, + }, + "execution_count": 17, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# you can add several variables into lambda functions\n", + "remove_anything = lambda x,y:x-y\n", + "remove_anything(3,2)" + ] + }, + { + "cell_type": "markdown", + "id": "a6da00e2", + "metadata": {}, + "source": [ + "This did not affect the values of the DataFrame, check it:" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "id": "40367bfb", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": 6, - "id": "f029ed84", - "metadata": {}, - "outputs": [], - "source": [ - "quake = pd.read_csv(\"Global_Quakes_IRIS.csv\")" + "data": { + "text/plain": [ + "0 34400.0\n", + "1 30100.0\n", + "2 16900.0\n", + "3 109400.0\n", + "4 25700.0\n", + " ... \n", + "1780 10000.0\n", + "1781 105000.0\n", + "1782 608510.0\n", + "1783 10000.0\n", + "1784 35440.0\n", + "Name: depth, Length: 1785, dtype: float64" ] - }, + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "quake.depth" + ] + }, + { + "cell_type": "markdown", + "id": "6347a1ec", + "metadata": {}, + "source": [ + "Instead, you could overwrite ``quake.depth=X``. Try two approaches but just do it once! You can use python functions ``map`` (a function to apply functions that is generic to Python) and ``apply`` (a function to apply functions that is specific to Pandas)." + ] + }, + { + "cell_type": "markdown", + "id": "ade5723d", + "metadata": {}, + "source": [ + "```{admonition} Student response section\n", + "This section is left for the student to complete.\n", + "```" + ] + }, + { + "cell_type": "markdown", + "id": "0d45bc9b", + "metadata": {}, + "source": [ + "Try ``map`` to apply a ``lambda`` function that rescale depth from meters to kilometers." + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "id": "8a1da18f", + "metadata": {}, + "outputs": [], + "source": [ + "#type answer below\n", + "quake.depth=quake.depth.map(lambda x:x/1000)" + ] + }, + { + "cell_type": "markdown", + "id": "9b11b4cb", + "metadata": {}, + "source": [ + "Discuss in class: What happened to the depth field?\n", + "\n", + "What happened to the original data frame?" + ] + }, + { + "cell_type": "markdown", + "id": "a520ada6", + "metadata": {}, + "source": [ + "Try ``apply`` to apply a ``lambda`` function that rescale depth from meters to kilometers." + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "id": "ec3420af", + "metadata": {}, + "outputs": [], + "source": [ + "# or like this\n", + "quake.depth=quake.depth.apply(lambda x:x/1000)" + ] + }, + { + "cell_type": "markdown", + "id": "fa66b4e8", + "metadata": {}, + "source": [ + "Plot a histogram of the depth distributions using matplotlib function ``hist``." + ] + }, + { + "cell_type": "markdown", + "id": "ade5723d", + "metadata": {}, + "source": [ + "```{admonition} Student response section\n", + "This section is left for the student to complete.\n", + "```" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "id": "ae368fd4", + "metadata": {}, + "outputs": [ { - "cell_type": "markdown", - "id": "62e31c2c", - "metadata": {}, - "source": [ - "Now you use the ``head`` function to display what is in the file" - ] - }, + "ename": "NameError", + "evalue": "name 'plt' is not defined", + "output_type": "error", + "traceback": [ + "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", + "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", + "\u001b[1;32m/Users/marinedenolle/Dropbox/CLASSES/ESS490/curriculum-book/book/Chapter2-DataManipulation/2.4_pandas_rendered.ipynb Cell 43\u001b[0m line \u001b[0;36m2\n\u001b[1;32m 1\u001b[0m \u001b[39m# answer here\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m plt\u001b[39m.\u001b[39mhist(quake\u001b[39m.\u001b[39mdepth,\u001b[39m100\u001b[39m)\n\u001b[1;32m 3\u001b[0m plt\u001b[39m.\u001b[39mgrid(\u001b[39mTrue\u001b[39;00m)\n\u001b[1;32m 4\u001b[0m plt\u001b[39m.\u001b[39mxlabel(\u001b[39m'\u001b[39m\u001b[39mQuake depth (km)\u001b[39m\u001b[39m'\u001b[39m)\n", + "\u001b[0;31mNameError\u001b[0m: name 'plt' is not defined" + ] + } + ], + "source": [ + "# answer here\n", + "plt.hist(quake.depth,100)\n", + "plt.grid(True)\n", + "plt.xlabel('Quake depth (km)')\n", + "plt.show()" + ] + }, + { + "cell_type": "markdown", + "id": "8bb58e3c", + "metadata": {}, + "source": [ + "You can use the interactive plotting package Plotly. First we will show a histogram of the event depth using the function ``histogram``." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5f07dc52", + "metadata": { + "scrolled": false + }, + "outputs": [ { - "cell_type": "code", - "execution_count": 7, - "id": "ed565400", - "metadata": {}, - "outputs": [ + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ { - "data": { - "text/html": [ - "
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timelatitudelongitudedepthmagnitudedescription
02010-07-02 06:04:03.570-13.6098166.654134400.06.3VANUATU ISLANDS
12010-07-04 21:55:52.37039.6611142.579230100.06.3NEAR EAST COAST OF HONSHU
22010-07-10 11:43:33.00011.1664146.082316900.06.3SOUTH OF MARIANA ISLANDS
32010-07-12 00:11:20.060-22.2789-68.3159109400.06.2NORTHERN CHILE
42010-07-14 08:32:21.850-38.0635-73.464925700.06.6NEAR COAST OF CENTRAL CHILE
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longitude depth magnitude \\\n", - "0 2010-07-02 06:04:03.570 -13.6098 166.6541 34400.0 6.3 \n", - "1 2010-07-04 21:55:52.370 39.6611 142.5792 30100.0 6.3 \n", - "2 2010-07-10 11:43:33.000 11.1664 146.0823 16900.0 6.3 \n", - "3 2010-07-12 00:11:20.060 -22.2789 -68.3159 109400.0 6.2 \n", - "4 2010-07-14 08:32:21.850 -38.0635 -73.4649 25700.0 6.6 \n", - "\n", - " description \n", - "0 VANUATU ISLANDS \n", - "1 NEAR EAST COAST OF HONSHU \n", - "2 SOUTH OF MARIANA ISLANDS \n", - "3 NORTHERN CHILE \n", - "4 NEAR COAST OF CENTRAL CHILE " + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" ] + ] + }, + "colorway": [ + "#636efa", + "#EF553B", + "#00cc96", + "#ab63fa", + "#FFA15A", + "#19d3f3", + "#FF6692", + "#B6E880", + "#FF97FF", + "#FECB52" + ], + "font": { + "color": "#2a3f5f" + }, + "geo": { + "bgcolor": "white", + "lakecolor": "white", + "landcolor": "#E5ECF6", + "showlakes": true, + "showland": true, + "subunitcolor": "white" + }, + "hoverlabel": { + "align": "left" }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" + "hovermode": "closest", + "mapbox": { + "style": "light" + }, + "paper_bgcolor": "white", + "plot_bgcolor": "#E5ECF6", + "polar": { + "angularaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "radialaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "yaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "zaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + } + }, + "shapedefaults": { + "line": { + "color": "#2a3f5f" + } + }, + "ternary": { + "aaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "baxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "caxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "width": 600, + "xaxis": { + "anchor": "y", + "domain": [ + 0, + 1 + ], + "title": { + "text": "depth" + } + }, + "yaxis": { + "anchor": "x", + "domain": [ + 0, + 1 + ], + "title": { + "text": "count" + } } - ], - "source": [ - "# enter answer here\n", - "quake.head()" - ] - }, + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = px.histogram(quake, #specify what dataframe to use\n", + " x=\"depth\", #specify the variable for the histogram \n", + " nbins=50, #number of bins for the histogram \n", + " height=400, #dimensions of the figure\n", + " width=600);\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "id": "28a15457", + "metadata": {}, + "source": [ + "Alternatively, you can try another interactive plotting package Bokeh. Here is the same plot as above but with Bokeh." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d8f738c6", + "metadata": {}, + "outputs": [ { - "cell_type": "markdown", - "id": "73bfcd15", - "metadata": {}, - "source": [ - "Display the depth using two ways to use the pandas object" + "data": { + "text/html": [ + "
\n", + " \n", + " Loading BokehJS ...\n", + "
\n" ] + }, + "metadata": {}, + "output_type": "display_data" }, { - "cell_type": "code", - "execution_count": 8, - "id": "9b01ce51", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0 34400.0\n", - "1 30100.0\n", - "2 16900.0\n", - "3 109400.0\n", - "4 25700.0\n", - " ... \n", - "1780 10000.0\n", - "1781 105000.0\n", - "1782 608510.0\n", - "1783 10000.0\n", - "1784 35440.0\n", - "Name: depth, Length: 1785, dtype: float64\n", - "0 34400.0\n", - "1 30100.0\n", - "2 16900.0\n", - "3 109400.0\n", - "4 25700.0\n", - " ... \n", - "1780 10000.0\n", - "1781 105000.0\n", - "1782 608510.0\n", - "1783 10000.0\n", - "1784 35440.0\n", - "Name: depth, Length: 1785, dtype: float64\n" - ] - } - ], - "source": [ - "print(quake.depth)\n", - "print(quake['depth'])" - ] - }, + "data": { + "application/javascript": "(function(root) {\n function now() {\n return new Date();\n }\n\n const force = true;\n\n if (typeof root._bokeh_onload_callbacks === \"undefined\" || force === true) {\n root._bokeh_onload_callbacks = [];\n root._bokeh_is_loading = undefined;\n }\n\nconst JS_MIME_TYPE = 'application/javascript';\n const HTML_MIME_TYPE = 'text/html';\n const EXEC_MIME_TYPE = 'application/vnd.bokehjs_exec.v0+json';\n const CLASS_NAME = 'output_bokeh rendered_html';\n\n /**\n * Render data to the DOM node\n */\n function render(props, node) {\n const script = document.createElement(\"script\");\n node.appendChild(script);\n }\n\n /**\n * Handle when an output is cleared or removed\n */\n function handleClearOutput(event, handle) {\n const cell = handle.cell;\n\n const id = cell.output_area._bokeh_element_id;\n const server_id = cell.output_area._bokeh_server_id;\n // Clean up Bokeh references\n if (id != null && id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n\n if (server_id !== undefined) {\n // Clean up Bokeh references\n const cmd_clean = \"from bokeh.io.state import curstate; print(curstate().uuid_to_server['\" + server_id + \"'].get_sessions()[0].document.roots[0]._id)\";\n cell.notebook.kernel.execute(cmd_clean, {\n iopub: {\n output: function(msg) {\n const id = msg.content.text.trim();\n if (id in Bokeh.index) {\n Bokeh.index[id].model.document.clear();\n delete Bokeh.index[id];\n }\n }\n }\n });\n // Destroy server and session\n const cmd_destroy = \"import bokeh.io.notebook as ion; ion.destroy_server('\" + server_id + \"')\";\n cell.notebook.kernel.execute(cmd_destroy);\n }\n }\n\n /**\n * Handle when a new output is added\n */\n function handleAddOutput(event, handle) {\n const output_area = handle.output_area;\n const output = handle.output;\n\n // limit handleAddOutput to display_data with EXEC_MIME_TYPE content only\n if ((output.output_type != \"display_data\") || (!Object.prototype.hasOwnProperty.call(output.data, EXEC_MIME_TYPE))) {\n return\n }\n\n const toinsert = output_area.element.find(\".\" + CLASS_NAME.split(' ')[0]);\n\n if (output.metadata[EXEC_MIME_TYPE][\"id\"] !== undefined) {\n toinsert[toinsert.length - 1].firstChild.textContent = output.data[JS_MIME_TYPE];\n // store reference to embed id on output_area\n output_area._bokeh_element_id = output.metadata[EXEC_MIME_TYPE][\"id\"];\n }\n if (output.metadata[EXEC_MIME_TYPE][\"server_id\"] !== undefined) {\n const bk_div = document.createElement(\"div\");\n bk_div.innerHTML = output.data[HTML_MIME_TYPE];\n const script_attrs = bk_div.children[0].attributes;\n for (let i = 0; i < script_attrs.length; i++) {\n toinsert[toinsert.length - 1].firstChild.setAttribute(script_attrs[i].name, script_attrs[i].value);\n toinsert[toinsert.length - 1].firstChild.textContent = bk_div.children[0].textContent\n }\n // store reference to server id on output_area\n output_area._bokeh_server_id = output.metadata[EXEC_MIME_TYPE][\"server_id\"];\n }\n }\n\n function register_renderer(events, OutputArea) {\n\n function append_mime(data, metadata, element) {\n // create a DOM node to render to\n const toinsert = this.create_output_subarea(\n metadata,\n CLASS_NAME,\n EXEC_MIME_TYPE\n );\n this.keyboard_manager.register_events(toinsert);\n // Render to node\n const props = {data: data, metadata: metadata[EXEC_MIME_TYPE]};\n render(props, toinsert[toinsert.length - 1]);\n element.append(toinsert);\n return toinsert\n }\n\n /* Handle when an output is cleared or removed */\n events.on('clear_output.CodeCell', handleClearOutput);\n events.on('delete.Cell', handleClearOutput);\n\n /* Handle when a new output is added */\n events.on('output_added.OutputArea', handleAddOutput);\n\n /**\n * Register the mime type and append_mime function with output_area\n */\n OutputArea.prototype.register_mime_type(EXEC_MIME_TYPE, append_mime, {\n /* Is output safe? */\n safe: true,\n /* Index of renderer in `output_area.display_order` */\n index: 0\n });\n }\n\n // register the mime type if in Jupyter Notebook environment and previously unregistered\n if (root.Jupyter !== undefined) {\n const events = require('base/js/events');\n const OutputArea = require('notebook/js/outputarea').OutputArea;\n\n if (OutputArea.prototype.mime_types().indexOf(EXEC_MIME_TYPE) == -1) {\n register_renderer(events, OutputArea);\n }\n }\n if (typeof (root._bokeh_timeout) === \"undefined\" || force === true) {\n root._bokeh_timeout = Date.now() + 5000;\n root._bokeh_failed_load = false;\n }\n\n const NB_LOAD_WARNING = {'data': {'text/html':\n \"
\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
  • \\n\"+\n \"
  • use INLINE resources instead, as so:
  • \\n\"+\n \"
\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
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\n" ] + }, + "metadata": {}, + "output_type": "display_data" }, { - "cell_type": "code", - "execution_count": 9, - "id": "2b9f083e", - "metadata": {}, - "outputs": [ + "data": { + "application/javascript": "(function(root) {\n function embed_document(root) {\n const docs_json = 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density=True, bins=50)\n", + "p.quad(top=hist, bottom=0, left=edges[:-1], right=edges[1:], line_color=\"#636EFA\", fill_color=\"#636EFA\")\n", + "\n", + "show(p)" + ] + }, + { + "cell_type": "markdown", + "id": "b87c6c42", + "metadata": {}, + "source": [ + "We will now make a new plot of the location of the earthquakes. We will use Plotly tool. \n", + "\n", + "The markersize will be scaled with the earthquake magnitude. To do so, we add a ``marker_size`` series in the DataFrame" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d9cb41c3", + "metadata": {}, + "outputs": [], + "source": [ + "quake['marker_size'] = np.fix(np.exp(quake['magnitude'])) # add marker size as exp(mag)\n", + "quake['magnitude bin'] = 0.5*np.fix(2*quake['magnitude']) # add marker size as exp(mag)" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "f004df73", + "metadata": {}, + "source": [ + "## 2.4 Mapping using Plotly\n", + "\n", + "Now we will plot the earthquakes locations on a map using the Plotly package. More tutorials on [Plotly](https://plotly.com/). The input of the function is self-explanatory and typical of Python's function. The code [documentation](https://plotly.com/python/scatter-plots-on-maps/) of Plotly scatter_geo lists the variables." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ff53045a", + "metadata": {}, + "outputs": [ + { + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ { - "data": { - "text/html": [ - "
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depth=%{customdata[2]}", + "hovertext": [ + "VANUATU ISLANDS", + "NEAR EAST COAST OF HONSHU", + "SOUTH OF MARIANA ISLANDS", + "NORTHERN CHILE", + "NEAR COAST OF CENTRAL CHILE", + "FOX ISLANDS", + "NEW BRITAIN REGION", + "NEW BRITAIN REGION", + "FOX ISLANDS", + "NEW BRITAIN REGION", + "NORTH OF HALMAHERA", + "MINDANAO", + "MINDANAO", + "MINDANAO", + "MINDANAO", + "MINDANAO", + "OFF EAST COAST OF KAMCHATKA", + "NORTHERN MOLUCCA SEA", + "EASTERN NEW GUINEA REG.", + "ANDREANOF ISLANDS", + "NEW BRITAIN REGION", + "KURIL ISLANDS", + "VANUATU ISLANDS", + "ECUADOR", + "SOUTH OF MARIANA ISLANDS", + "SOUTH OF MARIANA ISLANDS", + "SOUTH OF MARIANA ISLANDS", + "NEW BRITAIN REGION", + "MAURITIUS - REUNION REGION", + "FIJI ISLANDS REGION", + "SOUTH OF MARIANA ISLANDS", + "SOLOMON ISLANDS", + "NORTHERN SUMATRA", + "OFF COAST OF JALISCO", + "ANDREANOF ISLANDS", + "SOUTH ISLAND", + "TONGA ISLANDS", + "FIJI ISLANDS REGION", + "VANUATU ISLANDS", + "NEAR COAST OF CENTRAL CHILE", + "HINDU KUSH REGION", + "ARU ISLANDS REGION", + "IRIAN JAYA REGION", + "IRIAN JAYA REGION", + "SOUTHWESTERN RYUKYU ISL.", + "ANDREANOF ISLANDS", + "ANDREANOF ISLANDS", + "HALMAHERA", + "GULF OF CALIFORNIA", + "SOUTHERN SUMATRA", + "SOUTHERN SUMATRA", + "PACIFIC-ANTARCTIC RIDGE", + "IRIAN JAYA REGION", + "TONGA ISLANDS", + "SOUTHEAST INDIAN RIDGE", + "PACIFIC-ANTARCTIC RIDGE", + "NEW BRITAIN REGION", + "BONIN ISLANDS", + "FIJI ISLANDS REGION", + "NEW BRITAIN REGION", + "SOUTH SANDWICH ISLANDS REGION", + "SOLOMON ISLANDS", + "BANDA SEA", + "SOUTHERN IRAN", + "BONIN ISLANDS", + "BONIN ISLANDS", + "NEAR ISLANDS", + "PACIFIC-ANTARCTIC RIDGE", + "VANUATU ISLANDS REGION", + "SOUTH OF FIJI ISLANDS", + "VANUATU ISLANDS", + "SANTIAGO DEL ESTERO PROV.", + "NEAR COAST OF CENTRAL CHILE", + "SOUTHEAST OF LOYALTY ISLANDS", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "BONIN ISLANDS", + "LOYALTY ISLANDS", + "LOYALTY ISLANDS", + "SOUTHERN SUMATRA", + "NORTHERN SUMATRA", + "SOUTHWESTERN PAKISTAN", + "TAJIKISTAN", + "NORTHERN SUMATRA", + "SOUTHERN IRAN", + "JAN MAYEN ISLAND REGION", + "TONGA ISLANDS", + "MYANMAR-INDIA BORDER REGION", + "SOLOMON ISLANDS", + "CELEBES SEA", + "CELEBES SEA", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "TONGA ISLANDS", + "OFF COAST OF CENTRAL CHILE", + "SULAWESI", + "NEAR EAST COAST OF KAMCHATKA", + "SOUTH OF FIJI ISLANDS", + "SOUTH ISLAND", + "OAXACA", + "EASTER ISLAND REGION", + "NORTHERN CHILE", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "SOLOMON ISLANDS", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEW BRITAIN REGION", + "BALI SEA", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "EASTERN HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR WEST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "EASTERN HONSHU", + "OFF EAST COAST OF HONSHU", + "VANUATU ISLANDS", + "NEAR EAST COAST OF HONSHU", + "PHILIPPINE ISLANDS REGION", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "MYANMAR", + "NEAR EAST COAST OF HONSHU", + "FIJI ISLANDS REGION", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "FIJI ISLANDS REGION", + "NEAR EAST COAST OF HONSHU", + "CRETE", + "FIJI ISLANDS REGION", + "SOUTH OF JAVA", + "CHIAPAS", + "NEAR EAST COAST OF HONSHU", + "KYUSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "SOUTH OF KERMADEC ISLANDS", + "NEAR EAST COAST OF HONSHU", + "SOLOMON ISLANDS", + "NEAR EAST COAST OF HONSHU", + "SULAWESI", + "SOUTH OF PANAMA", + "OFF EAST COAST OF HONSHU", + "LOYALTY ISLANDS", + "COSTA RICA", + "NEAR EAST COAST OF HONSHU", + "HINDU KUSH REGION", + "CENTRAL MID-ATLANTIC RIDGE", + "SOLOMON ISLANDS", + "NEAR COAST OF CENTRAL CHILE", + "OFF EAST COAST OF HONSHU", + "WEST OF MACQUARIE ISLAND", + "SOUTH ISLAND", + "NORTHERN MOLUCCA SEA", + "NEW BRITAIN REGION", + "CHILE-BOLIVIA BORDER REGION", + "SANTA CRUZ ISLANDS", + "NEAR EAST COAST OF HONSHU", + "FOX ISLANDS", + "SANTA CRUZ ISLANDS", + "IRIAN JAYA REGION", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "OFF EAST COAST OF HONSHU", + "NEGROS", + "SOUTH SANDWICH ISLANDS REGION", + "OFF COAST OF CENTRAL CHILE", + "ALASKA PENINSULA", + "TAJIKISTAN", + "SOLOMON ISLANDS", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEW IRELAND REGION", + "GULF OF CALIFORNIA", + "SOUTH OF FIJI ISLANDS", + "NEAR EAST COAST OF HONSHU", + "VANUATU ISLANDS REGION", + "NEAR N COAST OF NEW GUINEA", + "NEAR S. COAST OF HONSHU", + "KURIL ISLANDS", + "ASCENSION ISLAND REGION", + "CERAM SEA", + "OFF EAST COAST OF HONSHU", + "FIJI ISLANDS REGION", + "NEAR EAST COAST OF HONSHU", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "SUNDA STRAIT", + "PERU-BRAZIL BORDER REGION", + "VANUATU ISLANDS", + "BANDA SEA", + "SANTA CRUZ ISLANDS", + "FOX ISLANDS", + "SANTIAGO DEL ESTERO PROV.", + "SOUTH SANDWICH ISLANDS REGION", + "VANUATU ISLANDS", + "TONGA ISLANDS", + "NORTHERN SUMATRA", + "AUCKLAND ISLANDS", + "VANCOUVER ISLAND", + "NEAR ISLANDS", + "EAST OF NORTH ISLAND", + "NEAR EAST COAST OF HONSHU", + "FIJI ISLANDS REGION", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "SIKKIM", + "TONGA ISLANDS", + "SOUTH OF KERMADEC ISLANDS", + "SOUTH OF BALI", + "EASTERN NEW GUINEA REG.", + "SOUTHEASTERN SIBERIA", + "NEW BRITAIN REGION", + "HOKKAIDO", + "KERMADEC ISLANDS REGION", + "TURKEY", + "TURKEY", + "FIJI ISLANDS REGION", + "NEAR COAST OF PERU", + "REVILLA GIGEDO ISLANDS REGION", + "PACIFIC-ANTARCTIC RIDGE", + "NICARAGUA", + "NORTHEAST OF TAIWAN", + "SOUTHERN EAST PACIFIC RISE", + "SOUTHERN MOLUCCA SEA", + "OFF COAST OF ECUADOR", + "CENTRAL BOLIVIA", + "NEAR EAST COAST OF HONSHU", + "HOKKAIDO", + "NEW IRELAND REGION", + "LUZON", + "NEAR COAST OF NORTHERN CHILE", + "GUERRERO", + "SOUTH SANDWICH ISLANDS REGION", + "MINAHASSA PENINSULA", + "EASTERN NEW GUINEA REG.", + "TONGA ISLANDS", + "SOUTHWESTERN SIBERIA", + "SOUTHEAST OF HONSHU", + "SANTA CRUZ ISLANDS", + "OFF W COAST OF NORTHERN SUMATRA", + "SOUTH SHETLAND ISLANDS", + "SOUTH SHETLAND ISLANDS", + "NEAR COAST OF CHIAPAS", + "SOUTH SANDWICH ISLANDS REGION", + "NEAR COAST OF CENTRAL CHILE", + "SOUTH OF FIJI ISLANDS", + "NEAR COAST OF PERU", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "NEGROS", + "NEGROS", + "FIJI ISLANDS REGION", + "SOLOMON ISLANDS", + "SOUTH OF FIJI ISLANDS", + "SOUTHWESTERN SIBERIA", + "SOUTHEAST OF LOYALTY ISLANDS", + "SANTIAGO DEL ESTERO PROV.", + "VANUATU ISLANDS", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEW BRITAIN REGION", + "IRIAN JAYA", + "NEAR COAST OF GUERRERO", + "EASTERN NEW GUINEA REG.", + "NEAR COAST OF CENTRAL CHILE", + "NORTHERN EAST PACIFIC RISE", + "NEAR EAST COAST OF HONSHU", + "NEAR COAST OF GUERRERO", + "NEW IRELAND REGION", + "OFF W COAST OF NORTHERN SUMATRA", + "NORTH INDIAN OCEAN", + "OFF W COAST OF NORTHERN SUMATRA", + "OFF COAST OF OREGON", + "MICHOACAN", + "BAJA CALIFORNIA", + "BAJA CALIFORNIA", + "DRAKE PASSAGE", + "VANUATU ISLANDS", + "OFF W COAST OF NORTHERN SUMATRA", + "NEAR COAST OF CENTRAL CHILE", + "EASTERN NEW GUINEA REG.", + "EAST OF SOUTH SANDWICH ISLANDS", + "IRIAN JAYA REGION", + "IRIAN JAYA REGION", + "KERMADEC ISLANDS REGION", + "TONGA ISLANDS", + "NEAR COAST OF CHIAPAS", + "PERU-BOLIVIA BORDER REGION", + "OFF COAST OF SOUTHERN CHILE", + "NORTHERN ITALY", + "OFF EAST COAST OF HONSHU", + "HOKKAIDO", + "WESTERN INDIAN-ANTARCTIC RIDGE", + "GREENLAND SEA", + "BONIN ISLANDS", + "SANTIAGO DEL ESTERO PROV.", + "SALTA PROVINCE", + "SOUTH OF PANAMA", + "SOUTH OF PANAMA", + "OFF EAST COAST OF HONSHU", + "CHILE-ARGENTINA BORDER REGION", + "SOUTHERN PERU", + "DODECANESE ISLANDS", + "LUZON", + "NEAR EAST COAST OF HONSHU", + "NEAR ISLANDS", + "NORTHERN SUMATRA", + "NEAR EAST COAST OF KAMCHATKA", + "NORTHERN XINJIANG", + "COOK STRAIT", + "VANUATU ISLANDS", + "KURIL ISLANDS", + "KURIL ISLANDS", + "NORTHERN SUMATRA", + "SOLOMON ISLANDS", + "MAURITIUS - REUNION REGION", + "NEW IRELAND REGION", + "PERU-BRAZIL BORDER REGION", + "NEW IRELAND REGION", + "FOX ISLANDS", + "ARMENIA-AZERBAIJAN-IRAN BORD REG", + "ARMENIA-AZERBAIJAN-IRAN BORD REG", + "XIZANG", + "SEA OF OKHOTSK", + "SULAWESI", + "NEAR N COAST OF NEW GUINEA", + "NORTHERN MOLUCCA SEA", + "OFF COAST OF CENTRAL AMERICA", + "JAN MAYEN ISLAND REGION", + "PHILIPPINE ISLANDS REGION", + "SOUTH OF JAVA", + "SANTA CRUZ ISLANDS", + "COSTA RICA", + "IRIAN JAYA REGION", + "KURIL ISLANDS", + "SOUTHERN SUMATRA", + "BAJA CALIFORNIA", + "ANDREANOF ISLANDS", + "COLOMBIA", + "OFF EAST COAST OF HONSHU", + "GULF OF CALIFORNIA", + "BANDA SEA", + "WEST OF MACQUARIE ISLAND", + "IRIAN JAYA REGION", + "CELEBES SEA", + "VANUATU ISLANDS", + "COSTA RICA", + "QUEEN CHARLOTTE ISLANDS REGION", + "QUEEN CHARLOTTE ISLANDS REGION", + "QUEEN CHARLOTTE ISLANDS REGION", + "MINDANAO", + "NEAR COAST OF CHIAPAS", + "VANCOUVER ISLAND", + "CENTRAL PERU", + "MYANMAR", + "NEAR COAST OF CHIAPAS", + "GULF OF ALASKA", + "OFF COAST OF SOUTHERN CHILE", + "NEAR COAST OF CENTRAL CHILE", + "GUERRERO", + "KURIL ISLANDS", + "NEW BRITAIN REGION", + "NEAR N COAST OF NEW GUINEA", + "VANUATU ISLANDS", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NORTH ISLAND", + "BANDA SEA", + "NORTHERN MOLUCCA SEA", + "OFF W. COAST OF BAJA CALIFORNIA", + "NEAR ISLANDS", + "NEW IRELAND REGION", + "MINAHASSA PENINSULA", + "VANUATU ISLANDS", + "SOUTHEASTERN ALASKA", + "PACIFIC-ANTARCTIC RIDGE", + "NORTHERN SUMATRA", + "LAKE ISSYK-KUL REGION", + "CENTRAL CHILE", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "HOKKAIDO", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS REGION", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS REGION", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "COLOMBIA", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "EASTERN SIBERIA", + "MINDANAO", + "SANTIAGO DEL ESTERO PROV.", + "KURIL ISLANDS", + "KURIL ISLANDS", + "KURIL ISLANDS", + "NEW BRITAIN REGION", + "SOUTH SANDWICH ISLANDS REGION", + "EAST OF KURIL ISLANDS", + "VANUATU ISLANDS REGION", + "GUATEMALA", + "TAIWAN", + "OFF EAST COAST OF HONSHU", + "E. RUSSIA-N.E. CHINA BORDER REG.", + "IRIAN JAYA", + "SOUTHERN IRAN", + "VANUATU ISLANDS", + "SOLOMON ISLANDS", + "SOUTHERN IRAN", + "NEAR N COAST OF NEW GUINEA", + "KURIL ISLANDS", + "EAST OF KURIL ISLANDS", + "SICHUAN", + "BANDA SEA", + "KURIL ISLANDS", + "SOUTHEAST OF HONSHU", + "MICHOACAN", + "NEW IRELAND REGION", + "KERMADEC ISLANDS REGION", + "SOUTHERN IRAN", + "TONGA ISLANDS", + "MARIANA ISLANDS", + "NEAR EAST COAST OF HONSHU", + "OFF COAST OF SOUTHERN CHILE", + "OFF EAST COAST OF KAMCHATKA", + "OFF EAST COAST OF KAMCHATKA", + "SOUTH OF FIJI ISLANDS", + "TONGA ISLANDS", + "SEA OF OKHOTSK", + "SEA OF OKHOTSK", + "TAIWAN", + "SANTA CRUZ ISLANDS", + "SOUTH OF JAVA", + "SOUTH OF KERMADEC ISLANDS", + "CRETE", + "NEAR COAST OF NICARAGUA", + "CRETE", + "NORTHERN MID-ATLANTIC RIDGE", + "NORTHERN SUMATRA", + "SOLOMON ISLANDS", + "SOUTHERN SUMATRA", + "NEW IRELAND REGION", + "NEW BRITAIN REGION", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTHERN PERU", + "COOK STRAIT", + "GANSU", + "PRINCE EDWARD ISLANDS REGION", + "SOUTH OF FIJI ISLANDS", + "VANUATU ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "TONGA ISLANDS", + "BANDA SEA", + "KERMADEC ISLANDS REGION", + "NEAR COAST OF NORTHERN PERU", + "SOUTH OF PANAMA", + "COOK STRAIT", + "SOUTHWEST INDIAN RIDGE", + "NEAR COAST OF GUERRERO", + "KERMADEC ISLANDS REGION", + "ANDREANOF ISLANDS", + "ANDREANOF ISLANDS", + "BANDA SEA", + "QUEEN CHARLOTTE ISLANDS REGION", + "SOUTHEAST OF HONSHU", + "QUEEN CHARLOTTE ISLANDS REGION", + "ANDREANOF ISLANDS", + "ANDREANOF ISLANDS", + "NORTHERN MID-ATLANTIC RIDGE", + "PHILIPPINE ISLANDS REGION", + "NEAR COAST OF CHIAPAS", + "CENTRAL EAST PACIFIC RISE", + "ANDREANOF ISLANDS", + "FLORES SEA", + "PAKISTAN", + "SOUTHERN EAST PACIFIC RISE", + "NEAR COAST OF PERU", + "PAKISTAN", + "KERMADEC ISLANDS", + "SEA OF OKHOTSK", + "MID-INDIAN RIDGE", + "SOUTH OF MARIANA ISLANDS", + "WEST CHILE RISE", + "SAKHALIN", + "KERMADEC ISLANDS", + "NEAR COAST OF VENEZUELA", + "CRETE", + "MINDANAO", + "SOLOMON ISLANDS", + "GULF OF CALIFORNIA", + "SOUTH OF FIJI ISLANDS", + "EAST OF SOUTH SANDWICH ISLANDS", + "OFF EAST COAST OF HONSHU", + "BALLENY ISLANDS REGION", + "OFF COAST OF CENTRAL CHILE", + "TAIWAN", + "NEAR COAST OF CENTRAL CHILE", + "EASTER ISLAND REGION", + "TONGA ISLANDS REGION", + "CELEBES SEA", + "NEAR EAST COAST OF KAMCHATKA", + "SCOTIA SEA", + "SCOTIA SEA", + "SCOTIA SEA", + "HALMAHERA", + "MARIANA ISLANDS", + "FIJI ISLANDS REGION", + "KURIL ISLANDS", + "SOUTH ATLANTIC OCEAN", + "BANDA SEA", + "NORTHERN SUMATRA", + "KURIL ISLANDS", + "MARIANA ISLANDS REGION", + "VANUATU ISLANDS", + "PUERTO RICO REGION", + "NORTH ISLAND", + "TONGA ISLANDS", + "JAVA", + "GREECE", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTH OF KERMADEC ISLANDS", + "GREECE", + "VANUATU ISLANDS", + "XIZANG", + "NORTH ATLANTIC OCEAN", + "FOX ISLANDS", + "NEAR COAST OF NICARAGUA", + "RYUKYU ISLANDS", + "NEAR COAST OF CHIAPAS", + "VANUATU ISLANDS", + "OFF COAST OF NORTHERN CALIFORNIA", + "EASTERN NEW GUINEA REG.", + "EAST OF SOUTH SANDWICH ISLANDS", + "BISMARCK SEA", + "KYUSHU", + "NEAR COAST OF PERU", + "NEAR COAST OF NORTHERN PERU", + "NEAR COAST OF NORTHERN CHILE", + "NEAR COAST OF NORTHERN CHILE", + "NICOBAR ISLANDS", + "NEAR COAST OF NORTHERN CHILE", + "NEAR COAST OF NORTHERN CHILE", + "SOUTH OF FIJI ISLANDS", + "SANTA CRUZ ISLANDS", + "NEAR COAST OF NORTHERN CHILE", + "OFF COAST OF NORTHERN CHILE", + "SOUTH OF PANAMA", + "NEAR COAST OF NORTHERN CHILE", + "NEAR COAST OF NORTHERN CHILE", + "NEAR COAST OF NORTHERN CHILE", + "NEAR COAST OF NORTHERN CHILE", + "SOLOMON ISLANDS", + "NICARAGUA", + "NEAR COAST OF NORTHERN CHILE", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "NEAR COAST OF NICARAGUA", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "BOUVET ISLAND REGION", + "BALLENY ISLANDS REGION", + "SANTA CRUZ ISLANDS REGION", + "GUERRERO", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "VANCOUVER ISLAND", + "TONGA ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTH OF FIJI ISLANDS", + "SOUTH OF FIJI ISLANDS", + "NEAR S. COAST OF HONSHU", + "THAILAND", + "WEST CHILE RISE", + "SOLOMON ISLANDS", + "GUERRERO", + "TONGA ISLANDS", + "GUERRERO", + "SOUTHERN EAST PACIFIC RISE", + "SOUTH OF PANAMA", + "E. CAROLINE ISLANDS", + "E. CAROLINE ISLANDS", + "NEGROS", + "OFF W COAST OF NORTHERN SUMATRA", + "BAY OF BENGAL", + "AEGEAN SEA", + "OFF COAST OF JALISCO", + "SOUTH INDIAN OCEAN", + "VANUATU ISLANDS", + "KERMADEC ISLANDS", + "KERMADEC ISLANDS", + "KERMADEC ISLANDS", + "RAT ISLANDS", + "RAT ISLANDS", + "RAT ISLANDS", + "RAT ISLANDS", + "RAT ISLANDS", + "VOLCANO ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "TONGA ISLANDS", + "TONGA ISLANDS", + "BONIN ISLANDS", + "BALLENY ISLANDS REGION", + "BALLENY ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "NEW BRITAIN REGION", + "OFF W COAST OF NORTHERN SUMATRA", + "NEAR COAST OF CHIAPAS", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "MINDANAO", + "MINDANAO", + "SOUTHEASTERN ALASKA", + "TONGA ISLANDS", + "TONGA ISLANDS", + "OWEN FRACTURE ZONE REGION", + "KURIL ISLANDS", + "FIJI ISLANDS REGION", + "SOUTHEASTERN ALASKA", + "NORTHERN MID-ATLANTIC RIDGE", + "OAXACA", + "BISMARCK SEA", + "BISMARCK SEA", + "E. CAROLINE ISLANDS", + "XIZANG", + "YUNNAN", + "BANDA SEA", + "BANDA SEA", + "HOKKAIDO", + "HOKKAIDO", + "IRAN-IRAQ BORDER REGION", + "IRAN-IRAQ BORDER REGION", + "NEAR COAST OF CENTRAL CHILE", + "NORTHERN CALIFORNIA", + "CENTRAL PERU", + "CENTRAL PERU", + "EASTER ISLAND REGION", + "TONGA ISLANDS", + "EASTER ISLAND REGION", + "OFF COAST OF JALISCO", + "SOUTHERN MOLUCCA SEA", + "MARIANA ISLANDS", + "JUJUY PROVINCE", + "SOLOMON ISLANDS", + "SOUTHERN ALASKA", + "NEW BRITAIN REGION", + "YUNNAN", + "GULF OF CALIFORNIA", + "SOUTHERN EAST PACIFIC RISE", + "SOUTHERN EAST PACIFIC RISE", + "HOKKAIDO", + "OFF COAST OF CENTRAL AMERICA", + "TONGA ISLANDS", + "EASTER ISLAND REGION", + "FIJI ISLANDS REGION", + "BALLENY ISLANDS REGION", + "MID-INDIAN RIDGE", + "NEW BRITAIN REGION", + "PRIMOR'YE", + "FIJI ISLANDS REGION", + "NORTHERN MOLUCCA SEA", + "OFF E. COAST OF N. ISLAND", + "PRINCE EDWARD ISLANDS REGION", + "NORTHERN MOLUCCA SEA", + "SICHUAN", + "EASTERN HONSHU", + "NORTHERN MOLUCCA SEA", + "MINDANAO", + "SOUTH OF PANAMA", + "BANDA SEA", + "SOLOMON ISLANDS", + "NEAR COAST OF GUATEMALA", + "SOUTH OF PANAMA", + "TAIWAN REGION", + "PHILIPPINE ISLANDS REGION", + "NEAR EAST COAST OF HONSHU", + "NORTHERN MOLUCCA SEA", + "SOUTH OF PANAMA", + "SOUTH OF PANAMA", + "MINDANAO", + "FIJI ISLANDS REGION", + "SOUTHEAST OF EASTER ISLAND", + "SOUTH OF PANAMA", + "VANUATU ISLANDS", + "FIJI ISLANDS REGION", + "SOUTHEAST OF LOYALTY ISLANDS", + "ADMIRALTY ISLANDS REGION", + "MENDOZA PROVINCE", + "JUJUY PROVINCE", + "REYKJANES RIDGE", + "TAIWAN REGION", + "SOUTH SANDWICH ISLANDS REGION", + "OFF EAST COAST OF HONSHU", + "SANTA CRUZ ISLANDS REGION", + "VANUATU ISLANDS", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "OFF COAST OF JALISCO", + "FLORES SEA", + "SOUTHERN SUMATRA", + "MID-INDIAN RIDGE", + "NORTHERN COLOMBIA", + "MINAHASSA PENINSULA", + "NORTHERN MOLUCCA SEA", + "NEAR COAST OF CENTRAL CHILE", + "FIJI ISLANDS REGION", + "NORTHERN CHILE", + "NEW BRITAIN REGION", + "SAMOA ISLANDS REGION", + "SAMOA ISLANDS REGION", + "SAMOA ISLANDS REGION", + "NEW BRITAIN REGION", + "TONGA ISLANDS", + "CRETE", + "FIJI ISLANDS REGION", + "TAIWAN REGION", + "TAIWAN REGION", + "SANTA CRUZ ISLANDS", + "SOUTH ISLAND", + "QUEEN CHARLOTTE ISLANDS REGION", + "NEPAL", + "NEPAL", + "NEPAL", + "NEPAL", + "FIJI ISLANDS REGION", + "NEW BRITAIN REGION", + "NEW BRITAIN REGION", + "NEW BRITAIN REGION", + "NEW BRITAIN REGION", + "MOROCCO", + "SOLOMON ISLANDS", + "NEPAL", + "NEPAL", + "NEAR EAST COAST OF HONSHU", + "SOUTHERN SUMATRA", + "PACIFIC-ANTARCTIC RIDGE", + "TONGA ISLANDS", + "SANTA CRUZ ISLANDS REGION", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "SOUTHERN MID-ATLANTIC RIDGE", + "TONGA ISLANDS", + "ALASKA PENINSULA", + "BONIN ISLANDS", + "TONGA ISLANDS", + "SOUTHEAST OF HONSHU", + "BORNEO", + "HOKKAIDO", + "NORTHERN CHILE", + "SAMOA ISLANDS REGION", + "FIJI ISLANDS REGION", + "SOUTHERN MID-ATLANTIC RIDGE", + "NEAR COAST OF CENTRAL CHILE", + "FIJI ISLANDS REGION", + "BONIN ISLANDS", + "NEW BRITAIN REGION", + "SOUTHERN XINJIANG", + "LEYTE", + "EAST OF KURIL ISLANDS", + "SOLOMON ISLANDS", + "NORTH ATLANTIC OCEAN", + "SANTA CRUZ ISLANDS", + "FOX ISLANDS", + "IRIAN JAYA", + "SOUTHERN ALASKA", + "SOUTH OF FIJI ISLANDS", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "MID-INDIAN RIDGE", + "SOLOMON ISLANDS", + "KERMADEC ISLANDS REGION", + "SOUTHEAST OF HONSHU", + "SOUTH OF FIJI ISLANDS", + "SOUTH OF KERMADEC ISLANDS", + "FOX ISLANDS", + "GULF OF CALIFORNIA", + "NORTHERN MOLUCCA SEA", + "NORTHERN MOLUCCA SEA", + "NEW BRITAIN REGION", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "OFF COAST OF CENTRAL CHILE", + "NORTHERN MID-ATLANTIC RIDGE", + "OFF COAST OF CENTRAL CHILE", + "OFF COAST OF CENTRAL CHILE", + "OFF COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "IRIAN JAYA REGION", + "IRIAN JAYA REGION", + "NEAR COAST OF CENTRAL CHILE", + "JUJUY PROVINCE", + "PACIFIC-ANTARCTIC RIDGE", + "EAST OF KURIL ISLANDS", + "EAST OF KURIL ISLANDS", + "TONGA ISLANDS", + "VANUATU ISLANDS", + "BOUVET ISLAND REGION", + "PRINCE EDWARD ISLANDS REGION", + "PRINCE EDWARD ISLANDS REGION", + "HINDU KUSH REGION", + "TIMOR REGION", + "OFF COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NICOBAR ISLANDS", + "ANDREANOF ISLANDS", + "OFF COAST OF CENTRAL CHILE", + "OFF COAST OF CENTRAL CHILE", + "NORTHWEST OF RYUKYU ISLANDS", + "GREECE", + "SOLOMON ISLANDS", + "BANDA SEA", + "MARIANA ISLANDS", + "PERU-BRAZIL BORDER REGION", + "PERU-BRAZIL BORDER REGION", + "PERU-BRAZIL BORDER REGION", + "NEAR COAST OF NORTHERN CHILE", + "SOUTHEAST INDIAN RIDGE", + "TAJIKISTAN", + "BANDA SEA", + "FIJI ISLANDS REGION", + "NEAR COAST OF CHIAPAS", + "VANUATU ISLANDS", + "BORNEO", + "SOUTHERN EAST PACIFIC RISE", + "AFGHANISTAN-TAJIKISTAN BORD REG.", + "WESTERN INDIAN-ANTARCTIC RIDGE", + "MYANMAR-INDIA BORDER REGION", + "MYANMAR-INDIA BORDER REGION", + "PACIFIC-ANTARCTIC RIDGE", + "TALAUD ISLANDS", + "HOKKAIDO", + "SOUTHERN BOLIVIA", + "HOKKAIDO", + "OFF COAST OF JALISCO", + "SOUTHERN ALASKA", + "STRAIT OF GIBRALTAR", + "KAMCHATKA PENINSULA", + "BALLENY ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "TAIWAN", + "SOLOMON ISLANDS", + "NEAR COAST OF CENTRAL CHILE", + "SUMBA REGION", + "SOUTHERN EAST PACIFIC RISE", + "HALMAHERA", + "WESTERN INDIAN-ANTARCTIC RIDGE", + "SOUTHWEST OF SUMATRA", + "ANDREANOF ISLANDS", + "ANDREANOF ISLANDS", + "LEEWARD ISLANDS", + "NEAR EAST COAST OF KAMCHATKA", + "NEAR N COAST OF NEW GUINEA", + "ALASKA PENINSULA", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "JAVA", + "VANUATU ISLANDS", + "AFGHANISTAN-TAJIKISTAN BORD REG.", + "MYANMAR-INDIA BORDER REGION", + "MINDANAO", + "KYUSHU", + "KYUSHU", + "VANUATU ISLANDS", + "OFF COAST OF CHIAPAS", + "KYUSHU", + "NEAR COAST OF ECUADOR", + "SOUTH SANDWICH ISLANDS REGION", + "NEAR COAST OF ECUADOR", + "NEAR COAST OF ECUADOR", + "NEAR COAST OF ECUADOR", + "NEAR COAST OF CHIAPAS", + "NEAR COAST OF CHIAPAS", + "VANUATU ISLANDS", + "NORTHERN EAST PACIFIC RISE", + "NEAR COAST OF ECUADOR", + "NEAR COAST OF ECUADOR", + "NORTHERN TERRITORY", + "FIJI ISLANDS REGION", + "FIJI ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "TAIWAN REGION", + "SOUTHERN SUMATRA", + "BANDA SEA", + "KERMADEC ISLANDS", + "OFF COAST OF JALISCO", + "NORTHERN MOLUCCA SEA", + "SOUTH OF SUMBAWA", + "NICARAGUA", + "SOLOMON ISLANDS", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "LOYALTY ISLANDS", + "NORTHERN MID-ATLANTIC RIDGE", + "NEW IRELAND REGION", + "TAJIKISTAN-XINJIANG BORDER REG.", + "VANUATU ISLANDS", + "TONGA ISLANDS", + "NEAR COAST OF ECUADOR", + "KERMADEC ISLANDS REGION", + "VANUATU ISLANDS", + "NEAR COAST OF NORTHERN CHILE", + "ADMIRALTY ISLANDS REGION", + "MARIANA ISLANDS", + "JUJUY PROVINCE", + "VOLCANO ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTH OF FIJI ISLANDS", + "SOUTH GEORGIA ISLAND REGION", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "SOUTH GEORGIA ISLAND REGION", + "FLORES SEA", + "CENTRAL ITALY", + "MYANMAR", + "NORTH OF ASCENSION ISLAND", + "NEW IRELAND REGION", + "OFF E. COAST OF N. ISLAND", + "OFF E. COAST OF N. ISLAND", + "KOMANDORSKIYE OSTROVA REGION", + "MACQUARIE ISLAND REGION", + "NORTHERN PERU", + "NORTHERN COLOMBIA", + "SOLOMON ISLANDS", + "NEAR NORTH COAST OF IRIAN JAYA", + "SOUTHEAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "MINDANAO", + "TONGA ISLANDS", + "FIJI ISLANDS REGION", + "NEW BRITAIN REGION", + "NEW BRITAIN REGION", + "JAVA SEA", + "WESTERN HONSHU", + "TONGA ISLANDS", + "CENTRAL ITALY", + "CENTRAL ITALY", + "CHILE-ARGENTINA BORDER REGION", + "NEAR EAST COAST OF HONSHU", + "SOUTH ISLAND", + "SOUTH ISLAND", + "SOUTH ISLAND", + "SOUTH ISLAND", + "SOUTH ISLAND", + "SAN JUAN PROVINCE", + "NEAR EAST COAST OF HONSHU", + "OFF COAST OF CENTRAL AMERICA", + "SOUTHERN XINJIANG", + "SOUTHERN PERU", + "NEAR ISLANDS", + "BANDA SEA", + "NORTHERN SUMATRA", + "OFF COAST OF NORTHERN CALIFORNIA", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "MARIANA ISLANDS REGION", + "NEW IRELAND REGION", + "NEW IRELAND REGION", + "SOLOMON ISLANDS", + "W. CAROLINE ISLANDS", + "PERU-BRAZIL BORDER REGION", + "SOLOMON ISLANDS", + "BANDA SEA", + "NEW IRELAND REGION", + "SOUTHERN CHILE", + "SUMBAWA REGION", + "SOUTH OF FIJI ISLANDS", + "SOUTH OF FIJI ISLANDS", + "QUEEN ELIZABETH ISLANDS", + "CELEBES SEA", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "SOUTHWESTERN PAKISTAN", + "MINDANAO", + "JUJUY PROVINCE", + "SOUTHERN BOLIVIA", + "SOUTH OF FIJI ISLANDS", + "SOLOMON ISLANDS", + "NEW BRITAIN REGION", + "NICOBAR ISLANDS", + "SOLOMON ISLANDS", + "NEAR ISLANDS", + "NEAR EAST COAST OF KAMCHATKA", + "BOTSWANA", + "NORTHERN AND CENTRAL IRAN", + "CHILE-ARGENTINA BORDER REGION", + "FIJI ISLANDS REGION", + "OFF COAST OF CENTRAL CHILE", + "OFF COAST OF CENTRAL CHILE", + "MINDANAO", + "SOUTHEASTERN ALASKA", + "SOUTHEASTERN ALASKA", + "TAJIKISTAN", + "ANDREANOF ISLANDS", + "RYUKYU ISLANDS", + "VANUATU ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "OFF COAST OF CENTRAL AMERICA", + "NEW BRITAIN REGION", + "NEGROS", + "SULAWESI", + "NEAR ISLANDS", + "AEGEAN SEA", + "GUATEMALA", + "KERMADEC ISLANDS", + "SOUTH OF FIJI ISLANDS", + "NEAR COAST OF GUATEMALA", + "FIJI ISLANDS REGION", + "KERMADEC ISLANDS", + "KERMADEC ISLANDS REGION", + "NEAR COAST OF ECUADOR", + "LEYTE", + "AUCKLAND ISLANDS", + "NEW IRELAND REGION", + "KOMANDORSKIYE OSTROVA REGION", + "KOMANDORSKIYE OSTROVA REGION", + "NEAR COAST OF PERU", + "MAURITIUS - REUNION REGION", + "DODECANESE ISLANDS", + "SOUTHEAST OF RYUKYU ISLANDS", + "NORTH ATLANTIC OCEAN", + "GANSU", + "NORTHERN XINJIANG", + "MINDORO", + "SOUTHERN SUMATRA", + "NORTH OF ASCENSION ISLAND", + "FIJI ISLANDS REGION", + "ADMIRALTY ISLANDS REGION", + "SOUTHERN SUMATRA", + "NORTH KOREA", + "SOUTH SANDWICH ISLANDS REGION", + "BONIN ISLANDS", + "NEAR COAST OF CHIAPAS", + "CENTRAL MEXICO", + "AUCKLAND ISLANDS", + "OFF EAST COAST OF HONSHU", + "VANUATU ISLANDS", + "OAXACA", + "SOUTH OF FIJI ISLANDS", + "OFF EAST COAST OF HONSHU", + "TONGA ISLANDS", + "BALLENY ISLANDS REGION", + "RAT ISLANDS", + "NORTHERN CHILE", + "BOUVET ISLAND REGION", + "TONGA ISLANDS", + "BANDA SEA", + "SOUTHEAST OF LOYALTY ISLANDS", + "SERAM", + "LOYALTY ISLANDS", + "LOYALTY ISLANDS", + "LOYALTY ISLANDS", + "TONGA ISLANDS", + "NEW GUINEA", + "SOUTHEAST OF HONSHU", + "ASCENSION ISLAND REGION", + "IRAN-IRAQ BORDER REGION", + "COSTA RICA", + "EASTERN XIZANG-INDIA BORDER REG.", + "LOYALTY ISLANDS", + "LOYALTY ISLANDS", + "LOYALTY ISLANDS", + "LOYALTY ISLANDS", + "SAMOA ISLANDS REGION", + "NEW IRELAND REGION", + "CENTRAL MID-ATLANTIC RIDGE", + "NORTHERN AND CENTRAL IRAN", + "EASTERN NEW GUINEA REG.", + "NEAR COAST OF ECUADOR", + "W. CAROLINE ISLANDS", + "W. CAROLINE ISLANDS", + "W. CAROLINE ISLANDS", + "NORTHERN AND CENTRAL IRAN", + "NORTHERN AND CENTRAL IRAN", + "BOUVET ISLAND REGION", + "JAVA", + "NORTH OF HONDURAS", + "MYANMAR", + "NEAR COAST OF PERU", + "GULF OF CALIFORNIA", + "NORTHERN CHILE", + "JAVA", + "GULF OF ALASKA", + "HOKKAIDO", + "KOMANDORSKIYE OSTROVA REGION", + "NEAR N COAST OF NEW GUINEA", + "SOUTHWEST OF AFRICA", + "HINDU KUSH REGION", + "FIJI ISLANDS REGION", + "PACIFIC-ANTARCTIC RIDGE", + "TAIWAN", + "TAIWAN", + "SOUTH OF MARIANA ISLANDS", + "OAXACA", + "NEW GUINEA", + "NEW GUINEA", + "CERAM SEA", + "NEW GUINEA", + "WEST OF MACQUARIE ISLAND", + "NEW GUINEA", + "NEW GUINEA", + "NEW GUINEA", + "NEW IRELAND REGION", + "NEW BRITAIN REGION", + "SOUTHEAST INDIAN RIDGE", + "BANDA SEA", + "NEW BRITAIN REGION", + "NEW BRITAIN REGION", + "SOUTH OF FIJI ISLANDS", + "SOUTHERN BOLIVIA", + "MINDANAO", + "NEW GUINEA", + "NEAR COAST OF CENTRAL CHILE", + "NORTHERN MOLUCCA SEA", + "PRINCE EDWARD ISLANDS REGION", + "EASTER ISLAND REGION", + "HAWAII", + "LUZON", + "NEW BRITAIN REGION", + "AFGHANISTAN-TAJIKISTAN BORD REG.", + "SOUTH OF KERMADEC ISLANDS", + "VANUATU ISLANDS", + "NEAR EAST COAST OF KAMCHATKA", + "KERMADEC ISLANDS", + "VANUATU ISLANDS", + "EASTERN GULF OF ADEN", + "EASTERN GULF OF ADEN", + "SANTA CRUZ ISLANDS", + "NEW BRITAIN REGION", + "FLORES SEA", + "SUMBAWA REGION", + "SUMBAWA REGION", + "NORTHERN ALASKA", + "NORTHERN ALASKA", + "SOUTH SANDWICH ISLANDS REGION", + "ANDREANOF ISLANDS", + "VOLCANO ISLANDS", + "FLORES SEA", + "COSTA RICA", + "FIJI ISLANDS REGION", + "FIJI ISLANDS REGION", + "SUMBAWA REGION", + "FIJI ISLANDS REGION", + "SUMBAWA REGION", + "NEAR COAST OF VENEZUELA", + "VANUATU ISLANDS", + "OFF COAST OF OREGON", + "ANDREANOF ISLANDS", + "PERU-BRAZIL BORDER REGION", + "WESTERN IRAN", + "TIMOR REGION", + "MARIANA ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "HOKKAIDO", + "FIJI ISLANDS", + "ECUADOR", + "MINDANAO", + "SOLOMON ISLANDS", + "KERMADEC ISLANDS REGION", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTH OF FIJI ISLANDS", + "SOUTHWEST INDIAN RIDGE", + "MINAHASSA PENINSULA", + "MINAHASSA PENINSULA", + "FIJI ISLANDS REGION", + "SUMBA REGION", + "KURIL ISLANDS", + "BALI SEA", + "NEW BRITAIN REGION", + "NEW BRITAIN REGION", + "NEW BRITAIN REGION", + "KURIL ISLANDS", + "NORTHWEST OF KURIL ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "VANCOUVER ISLAND", + "VANCOUVER ISLAND", + "VANCOUVER ISLAND", + "IONIAN SEA", + "OFF COAST OF CENTRAL AMERICA", + "DRAKE PASSAGE", + "NORTH ISLAND", + "NORTHERN CHILE", + "MINDANAO", + "JAN MAYEN ISLAND REGION", + "TONGA ISLANDS", + "NORTH ATLANTIC OCEAN", + "NEAR EAST COAST OF KAMCHATKA", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTHERN EAST PACIFIC RISE", + "SOLOMON ISLANDS", + "FIJI ISLANDS REGION", + "CARIBBEAN SEA", + "IRAN-IRAQ BORDER REGION", + "SOUTHERN ALASKA", + "BANDA SEA", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "PACIFIC-ANTARCTIC RIDGE", + "IRIAN JAYA", + "SOUTHEAST OF EASTER ISLAND", + "KOMANDORSKIYE OSTROVA REGION", + "VANUATU ISLANDS", + "TONGA ISLANDS", + "KOMANDORSKIYE OSTROVA REGION", + "MINDANAO", + "ALASKA PENINSULA", + "WESTERN BRAZIL", + "NORTHERN MOLUCCA SEA", + "KYUSHU", + "VANUATU ISLANDS", + "BISMARCK SEA", + "VANUATU ISLANDS", + "NEAR COAST OF CENTRAL CHILE", + "SUMBA REGION", + "SUMBA REGION", + "PRINCE EDWARD ISLANDS REGION", + "SOLOMON ISLANDS", + "FIJI ISLANDS REGION", + "NEAR COAST OF CHIAPAS", + "SOUTHERN SUMATRA", + "SOUTHERN SUMATRA", + "MARIANA ISLANDS", + "NORTHERN MID-ATLANTIC RIDGE", + "NEW IRELAND REGION", + "PERU-ECUADOR BORDER REGION", + "CENTRAL PERU", + "SOUTH OF KERMADEC ISLANDS", + "PHILIPPINE ISLANDS REGION", + "FIJI ISLANDS REGION", + "D'ENTRECASTEAUX ISLANDS REGION", + "CENTRAL BOLIVIA", + "VANUATU ISLANDS", + "COLOMBIA", + "NORTHERN MOLUCCA SEA", + "EAST OF KURIL ISLANDS", + "NEW BRITAIN REGION", + "NEAR COAST OF ECUADOR", + "MAURITIUS - REUNION REGION", + "RAT ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "BANDA SEA", + "SOUTH SANDWICH ISLANDS REGION", + "OFF EAST COAST OF HONSHU", + "SULAWESI", + "TAIWAN", + "WESTERN INDIAN-ANTARCTIC RIDGE", + "LUZON", + "SOUTH SANDWICH ISLANDS REGION", + "SAMAR", + "SOUTH OF FIJI ISLANDS", + "CARLSBERG RIDGE", + "SOLOMON ISLANDS", + "EASTERN NEW GUINEA REG.", + "KYUSHU", + "PANAMA-COSTA RICA BORDER REGION", + "NEW BRITAIN REGION", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "ANDREANOF ISLANDS", + "NORTHERN PERU", + "EL SALVADOR", + "FIJI ISLANDS REGION", + "MINDANAO", + "TONGA ISLANDS", + "SOUTHEAST OF HONSHU", + "OFF COAST OF CENTRAL CHILE", + "TONGA ISLANDS", + "KERMADEC ISLANDS", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS", + "NEAR WEST COAST OF HONSHU", + "KERMADEC ISLANDS", + "IRIAN JAYA", + "KERMADEC ISLANDS", + "IRIAN JAYA", + "BANDA SEA", + "KOMANDORSKIYE OSTROVA REGION", + "KOMANDORSKIYE OSTROVA REGION", + "PANAMA-COSTA RICA BORDER REGION", + "KERMADEC ISLANDS REGION", + "MARIANA ISLANDS", + "VANUATU ISLANDS", + "QUEEN CHARLOTTE ISLANDS REGION", + "CENTRAL CALIFORNIA", + "CENTRAL CALIFORNIA", + "NORTHERN MOLUCCA SEA", + "SOLOMON ISLANDS", + "NORTHWEST OF RYUKYU ISLANDS", + "WESTERN AUSTRALIA", + "HALMAHERA", + "NEW BRITAIN REGION", + "BALLENY ISLANDS REGION", + "PHILIPPINE ISLANDS REGION", + "NEAR S. COAST OF HONSHU", + "VANUATU ISLANDS", + "NEAR COAST OF CENTRAL CHILE", + "SOUTHERN EAST PACIFIC RISE", + "SOUTHWEST OF SUMATRA", + "NEAR EAST COAST OF HONSHU", + "SANTA CRUZ ISLANDS", + "WESTERN INDIAN-ANTARCTIC RIDGE", + "VANUATU ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "OFF COAST OF OREGON", + "FIJI ISLANDS REGION", + "JAVA", + "MONA PASSAGE", + "SOUTHWEST INDIAN RIDGE", + "SERAM", + "CENTRAL CHILE", + "KERMADEC ISLANDS", + "MINDANAO", + "OFF COAST OF CENTRAL CHILE", + "MINDANAO", + "VANUATU ISLANDS", + "NORTH OF ASCENSION ISLAND", + "MINDANAO", + "MINDANAO", + "SOUTH SANDWICH ISLANDS REGION", + "NEAR COAST OF CENTRAL CHILE", + "TONGA ISLANDS", + "EAST OF SOUTH SANDWICH ISLANDS", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "FIJI ISLANDS REGION", + "TONGA ISLANDS", + "NORTHERN MOLUCCA SEA", + "NORTHERN MOLUCCA SEA", + "OFF COAST OF CHIAPAS", + "SEA OF OKHOTSK", + "LAOS", + "IRIAN JAYA REGION", + "ANDREANOF ISLANDS", + "ALBANIA", + "CRETE", + "ANDREANOF ISLANDS", + "NEAR COAST OF NORTHERN CHILE", + "VANUATU ISLANDS", + "TONGA ISLANDS", + "VANUATU ISLANDS", + "MINDANAO", + "HINDU KUSH REGION", + "VANCOUVER ISLAND", + "VANCOUVER ISLAND", + "SANTIAGO DEL ESTERO PROV.", + "COLOMBIA", + "VANCOUVER ISLAND", + "SOUTHERN EAST PACIFIC RISE", + "NORTHERN SUMATRA", + "PUERTO RICO REGION", + "NEW BRITAIN REGION", + "EASTERN SIBERIA", + "NEAR NORTH COAST OF IRIAN JAYA", + "SOUTHERN XINJIANG", + "MINAHASSA PENINSULA", + "SOUTH SANDWICH ISLANDS REGION", + "ANDREANOF ISLANDS", + "TURKEY", + "ANDREANOF ISLANDS", + "SOLOMON ISLANDS", + "CUBA REGION", + "NORTH OF HONDURAS", + "SOLOMON ISLANDS", + "JAVA", + "MINDANAO", + "SOUTH SANDWICH ISLANDS REGION", + "NEW BRITAIN REGION", + "KURIL ISLANDS", + "TURKEY-IRAN BORDER REGION", + "KERMADEC ISLANDS REGION", + "SAMOA ISLANDS REGION", + "VANUATU ISLANDS", + "SOUTH OF BALI", + "CENTRAL EAST PACIFIC RISE", + "EAST OF KURIL ISLANDS", + "MINDANAO", + "WESTERN IDAHO", + "NORTHERN MOLUCCA SEA", + "MID-INDIAN RIDGE", + "KERMADEC ISLANDS REGION", + "NORTH OF HONDURAS", + "BONIN ISLANDS", + "NEAR EAST COAST OF HONSHU", + "SOLOMON ISLANDS", + "CRETE", + "BANDA SEA", + "SOLOMON ISLANDS", + "SANTA CRUZ ISLANDS", + "NEVADA", + "OFF COAST OF CENTRAL MEXICO", + "VANUATU ISLANDS", + "SOUTHERN PERU", + "NORTHERN CHILE", + "SOUTH OF FIJI ISLANDS", + "HALMAHERA", + "SOUTHERN MID-ATLANTIC RIDGE", + "RYUKYU ISLANDS", + "MARIANA ISLANDS", + "SOUTH OF KERMADEC ISLANDS", + "ICELAND REGION", + "MINAHASSA PENINSULA", + "NEAR COAST OF OAXACA", + "XIZANG", + "W. CAROLINE ISLANDS", + "JAVA SEA", + "EASTERN NEW GUINEA REG.", + "ANDAMAN ISLANDS", + "SAMOA ISLANDS REGION", + "FIJI ISLANDS REGION", + "ALASKA PENINSULA", + "SOUTH OF ALASKA", + "XIZANG", + "SOUTH SANDWICH ISLANDS REGION", + "ALASKA PENINSULA", + "MINDANAO", + "BISMARCK SEA", + "VANUATU ISLANDS", + "PRINCE EDWARD ISLANDS REGION", + "TANZANIA", + "SAMAR", + "SOUTHERN SUMATRA", + "SOUTHERN SUMATRA", + "BANDA SEA", + "ASCENSION ISLAND REGION", + "COSTA RICA", + "NEW BRITAIN REGION", + "NEW BRITAIN REGION", + "CENTRAL MID-ATLANTIC RIDGE", + "CHAGOS ARCHIPELAGO REGION", + "NEAR COAST OF NORTHERN CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF NORTHERN CHILE", + "NEAR COAST OF CENTRAL CHILE", + "VANUATU ISLANDS", + "CENTRAL MID-ATLANTIC RIDGE", + "MINDANAO", + "VANUATU ISLANDS", + "NORTHERN CHILE", + "NEAR EAST COAST OF HONSHU", + "KAMCHATKA PENINSULA", + "FIJI ISLANDS", + "CENTRAL MID-ATLANTIC RIDGE", + "SOUTH OF AFRICA", + "TONGA ISLANDS", + "NEW BRITAIN REGION", + "FIJI ISLANDS REGION", + "EASTERN NEW GUINEA REG.", + "SOUTH OF ALASKA", + "SOUTH OF FIJI ISLANDS", + "DODECANESE ISLANDS", + "OFF COAST OF SOUTHERN CHILE", + "SOUTH SHETLAND ISLANDS", + "TONGA ISLANDS", + "FIJI ISLANDS REGION", + "MINDANAO", + "OFF COAST OF CENTRAL CHILE", + "PRIMOR'YE", + "CHILE-ARGENTINA BORDER REGION", + "FOX ISLANDS", + "BALLENY ISLANDS REGION", + "NORTHERN CHILE", + "TAIWAN REGION", + "CHILE-BOLIVIA BORDER REGION", + "MINDANAO", + "NEAR EAST COAST OF HONSHU", + "W. CAROLINE ISLANDS", + "MINDORO", + "OFF COAST OF CENTRAL CHILE", + "NORTHWESTERN BALKAN REGION", + "ANDREANOF ISLANDS", + "KERMADEC ISLANDS REGION", + "MINAHASSA PENINSULA", + "KERMADEC ISLANDS", + "VANUATU ISLANDS", + "SALTA PROVINCE", + "VANUATU ISLANDS", + "RUSSIA-MONGOLIA BORDER REGION", + "SULAWESI", + "SAN JUAN PROVINCE", + "PHILIPPINE ISLANDS REGION", + "SOUTH SHETLAND ISLANDS", + "WEST CHILE RISE", + "MINDANAO", + "BISMARCK SEA", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHWEST OF SUMATRA", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "NEAR EAST COAST OF HONSHU", + "VANUATU ISLANDS", + "TONGA ISLANDS REGION", + "SOUTHEAST OF LOYALTY ISLANDS", + "VANUATU ISLANDS", + "FIJI ISLANDS REGION", + "GREECE", + "OFF E. COAST OF N. ISLAND", + "VANUATU ISLANDS", + "KERMADEC ISLANDS", + "KERMADEC ISLANDS", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "OFF E. COAST OF N. ISLAND", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "OFF EAST COAST OF KAMCHATKA", + "NORTHERN ALGERIA", + "NORTHERN MID-ATLANTIC RIDGE", + "WEST OF MACQUARIE ISLAND", + "NEAR EAST COAST OF HONSHU", + "KERMADEC ISLANDS", + "FIJI ISLANDS REGION", + "EAST OF SOUTH SANDWICH ISLANDS", + "OFF E. COAST OF N. ISLAND", + "KERMADEC ISLANDS REGION", + "JAVA", + "CELEBES SEA", + "NEAR N COAST OF NEW GUINEA", + "OFF W COAST OF NORTHERN SUMATRA", + "FIJI ISLANDS REGION", + "FIJI ISLANDS REGION", + "NEAR N COAST OF NEW GUINEA", + "NORTHEASTERN INDIA", + "KERMADEC ISLANDS REGION", + "NEAR EAST COAST OF HONSHU", + "WEST OF MACQUARIE ISLAND", + "FIJI ISLANDS REGION", + "NEAR COAST OF GUATEMALA", + "MAURITIUS - REUNION REGION", + "SOUTH OF PANAMA", + "NEAR EAST COAST OF HONSHU", + "OFF W COAST OF NORTHERN SUMATRA", + "SOUTHERN EAST PACIFIC RISE", + "YUNNAN", + "QINGHAI", + "FIJI ISLANDS REGION", + "CENTRAL ALASKA", + "NORTHERN MOLUCCA SEA", + "KERMADEC ISLANDS", + "FIJI ISLANDS REGION", + "NEAR COAST OF CENTRAL CHILE", + "CALIFORNIA-NEVADA BORDER REGION", + "SOUTH OF PANAMA", + "BISMARCK SEA", + "SOUTH OF PANAMA", + "MINDORO", + "KERMADEC ISLANDS REGION", + "MINAHASSA PENINSULA", + "ALASKA PENINSULA", + "PERU-ECUADOR BORDER REGION", + "NICOBAR ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "ALASKA PENINSULA", + "HAITI REGION", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "VANUATU ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "KURIL ISLANDS", + "KERMADEC ISLANDS", + "FIJI ISLANDS REGION", + "NEAR COAST OF GUERRERO", + "CHILE-ARGENTINA BORDER REGION", + "KURIL ISLANDS", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF NICARAGUA", + "ANDREANOF ISLANDS", + "CRETE", + "EAST OF KURIL ISLANDS", + "SEA OF JAPAN", + "VANUATU ISLANDS REGION", + "MID-INDIAN RIDGE", + "SOUTH SANDWICH ISLANDS REGION", + "VANUATU ISLANDS REGION", + "HAWAII", + "ALASKA PENINSULA", + "CRETE", + "SOLOMON ISLANDS", + "VANUATU ISLANDS", + "SOUTH OF FIJI ISLANDS", + "TAIWAN", + "SOUTH SANDWICH ISLANDS REGION", + "OFF W COAST OF NORTHERN SUMATRA", + "SOUTHERN MOLUCCA SEA", + "NEAR COAST OF NICARAGUA", + "SOUTHEAST OF RYUKYU ISLANDS", + "SOUTHEAST OF RYUKYU ISLANDS", + "IRIAN JAYA REGION", + "SOUTHERN IRAN", + "SOUTHERN IRAN", + "SOUTH INDIAN OCEAN", + "NEW IRELAND REGION", + "SANTA CRUZ ISLANDS", + "MYANMAR-INDIA BORDER REGION", + "NORTHERN PERU", + "SOUTHEAST OF HONSHU", + "SOUTHEAST OF HONSHU", + "NEW IRELAND REGION", + "NEW IRELAND REGION", + "EASTER ISLAND REGION", + "NORTH OF HALMAHERA", + "RYUKYU ISLANDS", + "WEST OF MACQUARIE ISLAND", + "FLORES SEA", + "SOUTH SANDWICH ISLANDS REGION", + "PRINCE EDWARD ISLANDS REGION", + "FIJI ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "NEAR COAST OF NORTHERN CALIF.", + "OFF COAST OF JALISCO", + "FIJI ISLANDS REGION", + "BANDA SEA", + "VANUATU ISLANDS", + "TAIWAN REGION", + "BANDA SEA", + "NEAR COAST OF NICARAGUA", + "QINGHAI", + "SOUTH OF KERMADEC ISLANDS", + "NORTHERN MID-ATLANTIC RIDGE", + "CYPRUS REGION", + "FOX ISLANDS", + "FOX ISLANDS", + "SUNDA STRAIT", + "SOLOMON ISLANDS", + "SHIKOKU", + "TALAUD ISLANDS", + "FOX ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "FIJI ISLANDS REGION", + "SOUTH OF PANAMA", + "KERMADEC ISLANDS REGION", + "BANDA SEA", + "NORTHERN PERU", + "SOUTHEAST INDIAN RIDGE", + "CENTRAL MID-ATLANTIC RIDGE", + "SOUTH OF MARIANA ISLANDS", + "GUATEMALA", + "SOUTH OF FIJI ISLANDS", + "BALLENY ISLANDS REGION", + "JUJUY PROVINCE", + "NORTHERN SUMATRA", + "KERMADEC ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "FIJI ISLANDS REGION", + "LUZON", + "LUZON", + "SOUTHERN SUMATRA", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "SOUTH OF FIJI ISLANDS", + "KERMADEC ISLANDS REGION", + "NORTHERN MID-ATLANTIC RIDGE", + "TAIWAN", + "VANUATU ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "NEW BRITAIN REGION", + "VANUATU ISLANDS", + "MINDANAO", + "MINDANAO", + "NEAR COAST OF NICARAGUA", + "BISMARCK SEA", + "PHILIPPINE ISLANDS REGION", + "TAIWAN REGION", + "BISMARCK SEA", + "JUJUY PROVINCE", + "MACQUARIE ISLAND REGION", + "LUZON", + "SOUTH OF FIJI ISLANDS", + "OFF EAST COAST OF HONSHU", + "CENTRAL PERU", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHERN EAST PACIFIC RISE", + "TIMOR REGION", + "TONGA ISLANDS", + "WEST OF MACQUARIE ISLAND", + "RAT ISLANDS", + "PERU-BRAZIL BORDER REGION", + "SOUTHEASTERN AFGHANISTAN", + "PHILIPPINE ISLANDS REGION" + ], + "lat": [ + -13.6098, + 39.6611, + 11.1664, + -22.2789, + -38.0635, + 52.7536, + -5.9807, + -6.0444, + 52.8204, + -5.9808, + 3.0029, + 6.7113, + 6.4232, + 6.7403, + 6.1711, + 6.5583, + 52.4218, + 1.2978, + -5.5179, + 51.3848, + -5.8249, + 46.0031, + -17.5345, + -1.2779, + 12.4748, + 12.3454, + 12.2011, + -5.7825, + -17.8076, + -20.8416, + 12.247, + -6.5338, + 2.1984, + 18.5693, + 51.6273, + -43.3608, + -17.4526, + -15.8867, + -20.7545, + -37.0545, + 36.5352, + -5.2995, + -4.9188, + -4.9863, + 24.2175, + 51.3459, + 51.4225, + 2.7637, + 24.7878, + -3.5248, + -3.0065, + -57.116, + -4.6494, + -20.519, + 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"gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "caxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "width": 600 + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = px.scatter_geo(quake,\n", + " lat='latitude',lon='longitude', \n", + " range_color=(6,9),\n", + " height=600, width=600,\n", + " size='marker_size', color='magnitude',\n", + " hover_name=\"description\",\n", + " hover_data=['description','magnitude','depth']);\n", + "fig.update_geos(resolution=110, showcountries=True)\n", + "fig.update_geos(resolution=110, showcountries=True,projection_type=\"orthographic\")\n", + "fig" + ] + }, + { + "cell_type": "markdown", + "id": "69b7c97f", + "metadata": {}, + "source": [ + "The data was sorted by time. We now want to sort and show the data instead by magnitude. We use the pandas function ``sort`` to create a new DataFrame with sorted values." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7738e4d0", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": 10, - "id": "83f21ca3", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "82773.18767507003\n", - "24400.0\n" - ] - } + "data": { + "text/html": [ + "
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timelatitudelongitudedepthmagnitudedescriptionmarker_sizemagnitude bin
02010-07-02 06:04:03.570-13.6098166.65410.034406.3VANUATU ISLANDS544.06.0
11122017-08-31 17:06:55.750-1.159099.68810.043146.3SOUTHERN SUMATRA544.06.0
11112017-08-27 04:17:51.010-1.4513148.08030.008006.3ADMIRALTY ISLANDS REGION544.06.0
11102017-08-19 02:00:52.550-17.9609-178.84060.544006.4FIJI ISLANDS REGION601.06.0
11082017-08-13 03:08:10.560-3.7682101.62280.031006.4SOUTHERN SUMATRA601.06.0
\n", + "
" ], - "source": [ - "# answer it here\n", - "print(quake.depth.mean())\n", - "print(quake.depth.median())\n" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "591f8d33", - "metadata": {}, - "source": [ - "## 1.3 Basic Python Functions\n", - "We will now practice how to modify the content of the DataFrame using functions. We will take the example where we want to change the depth values from meters to kilometers. First we can define this operation as a function" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "id": "5b4f94b4", - "metadata": {}, - "outputs": [], - "source": [ - "# this function converts a value in meters to a value in kilometers\n", - "m2km = 1000 # this is defined as a global variable\n", - "def meters2kilometers(x):\n", - " return x/m2km\n" + "text/plain": [ + " time latitude longitude depth magnitude \\\n", + "0 2010-07-02 06:04:03.570 -13.6098 166.6541 0.03440 6.3 \n", + "1112 2017-08-31 17:06:55.750 -1.1590 99.6881 0.04314 6.3 \n", + "1111 2017-08-27 04:17:51.010 -1.4513 148.0803 0.00800 6.3 \n", + "1110 2017-08-19 02:00:52.550 -17.9609 -178.8406 0.54400 6.4 \n", + "1108 2017-08-13 03:08:10.560 -3.7682 101.6228 0.03100 6.4 \n", + "\n", + " description marker_size magnitude bin \n", + "0 VANUATU ISLANDS 544.0 6.0 \n", + "1112 SOUTHERN SUMATRA 544.0 6.0 \n", + "1111 ADMIRALTY ISLANDS REGION 544.0 6.0 \n", + "1110 FIJI ISLANDS REGION 601.0 6.0 \n", + "1108 SOUTHERN SUMATRA 601.0 6.0 " ] - }, + }, + "execution_count": 27, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "quakes2plot=quake.sort_values(by='magnitude bin')\n", + "\n", + "quakes2plot.head()" + ] + }, + { + "cell_type": "markdown", + "id": "dcf7472d", + "metadata": {}, + "source": [ + "Now we will plot again using Plotly" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "c21ce4ea", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": 12, - "id": "16cb70b9", - "metadata": {}, - "outputs": [ + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ { - "data": { - "text/plain": [ - "34.4" - ] - }, - "execution_count": 12, - "metadata": {}, - "output_type": "execute_result" + "customdata": [ + [ + "VANUATU ISLANDS", + 6.3, + 0.0344 + ], + [ + "SOUTHERN SUMATRA", + 6.3, + 0.04314 + ], + [ + "ADMIRALTY ISLANDS REGION", + 6.3, + 0.008 + ], + [ + "FIJI ISLANDS REGION", + 6.4, + 0.544 + ], + [ + "SOUTHERN SUMATRA", + 6.4, + 0.031 + ], + [ + "MINDORO", + 6.2, + 0.172 + ], + [ + "NORTHERN XINJIANG", + 6.3, + 0.02 + ], + [ + "NORTH ATLANTIC OCEAN", + 6, + 0.01 + ], + [ + "SOUTHEAST OF RYUKYU ISLANDS", + 6, + 0.012 + ], + [ + "NORTH KOREA", + 6.3, + 0 + ], + [ + "MAURITIUS - REUNION REGION", + 6, + 0.01 + ], + [ + "KOMANDORSKIYE OSTROVA REGION", + 6.3, + 0.01 + ], + [ + "NEW IRELAND REGION", + 6.4, + 0.03478 + ], + [ + "NEAR COAST OF ECUADOR", + 6, + 0.013 + ], + [ + "KERMADEC ISLANDS REGION", + 6, + 0.41461000000000003 + ], + [ + "KERMADEC ISLANDS", + 6, + 0.019 + ], + [ + "FIJI ISLANDS REGION", + 6.2, + 0.038270000000000005 + ], + [ + "SOUTH OF FIJI ISLANDS", + 6.1, + 0.511 + ], + [ + "KERMADEC ISLANDS", + 6, + 0.034 + ], + [ + "NEAR COAST OF PERU", + 6.4, + 0.04492 + ], + [ + "SOUTH SANDWICH ISLANDS REGION", + 6, + 0.035 + ], + [ + "BONIN ISLANDS", + 6.1, + 0.451 + ], + [ + "AUCKLAND ISLANDS", + 6.1, + 0.01 + ], + [ + "NEW IRELAND REGION", + 6, + 0.052 + ], + [ + "SAMOA ISLANDS REGION", + 6, + 0.006 + ], + [ + "LOYALTY ISLANDS", + 6, + 0.01 + ], + [ + "LOYALTY ISLANDS", + 6.3, + 0.004 + ], + [ + "EASTERN XIZANG-INDIA BORDER REG.", + 6.4, + 0.008 + ], + [ + "ASCENSION ISLAND REGION", + 6.1, + 0.01 + ], + [ + "SOUTHEAST OF HONSHU", + 6, + 0.012 + ], + [ + "LOYALTY ISLANDS", + 6, + 0.01 + ], + [ + "LOYALTY ISLANDS", + 6.1, + 0.01 + ], + [ + "SERAM", + 6.1, + 0.01847 + ], + [ + "TONGA ISLANDS", + 6.1, + 0.01 + ], + [ + "NORTHERN CHILE", + 6.3, + 0.08243 + ], + [ + "BALLENY ISLANDS REGION", + 6.3, + 0.01 + ], + [ + "TONGA ISLANDS", + 6.1, + 0.01 + ], + [ + "OFF EAST COAST OF HONSHU", + 6.2, + 0.009 + ], + [ + "SOUTH OF FIJI ISLANDS", + 6.4, + 0.09806999999999999 + ], + [ + "OAXACA", + 6.1, + 0.00962 + ], + [ + "VANUATU ISLANDS", + 6.4, + 0.197 + ], + [ + "OFF EAST COAST OF HONSHU", + 6.1, + 0.011 + ], + [ + "AEGEAN SEA", + 6.3, + 0.012 + ], + [ + "NEGROS", + 6, + 0.533 + ], + [ + "NEW BRITAIN REGION", + 6.2, + 0.01 + ], + [ + "OFF COAST OF CENTRAL AMERICA", + 6.2, + 0.01 + ], + [ + "W. 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CAROLINE ISLANDS", + "NEW GUINEA", + "NEAR COAST OF ECUADOR", + "WEST OF MACQUARIE ISLAND", + "NEW GUINEA", + "EASTERN GULF OF ADEN", + "VANUATU ISLANDS", + "KERMADEC ISLANDS", + "NEAR EAST COAST OF KAMCHATKA", + "VANUATU ISLANDS", + "SOUTH OF KERMADEC ISLANDS", + "AFGHANISTAN-TAJIKISTAN BORD REG.", + "NEW BRITAIN REGION", + "LUZON", + "EASTER ISLAND REGION", + "PRINCE EDWARD ISLANDS REGION", + "NORTHERN MOLUCCA SEA", + "NEAR COAST OF CENTRAL CHILE", + "NEW GUINEA", + "MINDANAO", + "SOUTH OF FIJI ISLANDS", + "BANDA SEA", + "SOUTHEAST INDIAN RIDGE", + "NEW BRITAIN REGION", + "NEW GUINEA", + "IRIAN JAYA", + "SOUTHEAST OF HONSHU", + "SOLOMON ISLANDS", + "NEW BRITAIN REGION", + "FIJI ISLANDS REGION", + "NEAR COAST OF CENTRAL CHILE", + "FIJI ISLANDS REGION", + "SAMOA ISLANDS REGION", + "NORTHERN CHILE", + "HOKKAIDO", + "BORNEO", + "SOUTHERN XINJIANG", + "SOUTHEAST OF HONSHU", + "TONGA ISLANDS", + "SOUTHERN MID-ATLANTIC RIDGE", + "TONGA ISLANDS", + "SOUTHERN SUMATRA", + "NEPAL", + "MOROCCO", + "NEW BRITAIN REGION", + "FIJI ISLANDS REGION", + "TONGA ISLANDS", + "LEYTE", + "EAST OF KURIL ISLANDS", + "SOUTHERN ALASKA", + "OFF COAST OF CENTRAL CHILE", + "OFF COAST OF CENTRAL CHILE", + "NORTHERN MID-ATLANTIC RIDGE", + "OFF COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "NEW BRITAIN REGION", + "NORTHERN MOLUCCA SEA", + "NORTHERN MOLUCCA SEA", + "FOX ISLANDS", + "SOUTH OF KERMADEC ISLANDS", + "SOUTH OF FIJI ISLANDS", + "SOUTHEAST OF HONSHU", + "KERMADEC ISLANDS REGION", + "SOLOMON ISLANDS", + "MID-INDIAN RIDGE", + "SOUTH OF FIJI ISLANDS", + "NEPAL", + "QUEEN CHARLOTTE ISLANDS REGION", + "SOUTH ISLAND", + "SANTA CRUZ ISLANDS", + "MENDOZA PROVINCE", + "ADMIRALTY ISLANDS REGION", + "SOUTHEAST OF LOYALTY ISLANDS", + "FIJI ISLANDS REGION", + "SOUTHEAST OF EASTER ISLAND", + "FIJI ISLANDS REGION", + "MINDANAO", + "SOUTH OF PANAMA", + "SOUTH OF PANAMA", + "NORTHERN MOLUCCA SEA", + "NEAR EAST COAST OF HONSHU", + "PHILIPPINE ISLANDS REGION", + "TAIWAN REGION", + "NEAR COAST OF GUATEMALA", + "BANDA SEA", + "SOUTH OF PANAMA", + "EASTERN HONSHU", + "SICHUAN", + "PRINCE EDWARD ISLANDS REGION", + "TAIWAN REGION", + "OFF COAST OF CENTRAL CHILE", + "SOUTH SANDWICH ISLANDS REGION", + "VANUATU ISLANDS", + "TAIWAN REGION", + "TAIWAN REGION", + "CRETE", + "TONGA ISLANDS", + "NEW BRITAIN REGION", + "SAMOA ISLANDS REGION", + "SAMOA ISLANDS REGION", + "SAMOA ISLANDS REGION", + "NORTHERN CHILE", + "FIJI ISLANDS REGION", + "NEAR COAST OF CENTRAL CHILE", + "NORTHERN MOLUCCA SEA", + "MINAHASSA PENINSULA", + "NORTHERN COLOMBIA", + "MID-INDIAN RIDGE", + "SOUTHERN SUMATRA", + "OFF COAST OF JALISCO", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "SANTA CRUZ ISLANDS REGION", + "NEAR NORTH COAST OF IRIAN JAYA", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "LOYALTY ISLANDS", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "SOLOMON ISLANDS", + "NICARAGUA", + "SOUTH OF SUMBAWA", + "NORTHERN MOLUCCA SEA", + "OFF COAST OF JALISCO", + "NORTHERN MID-ATLANTIC RIDGE", + "KERMADEC ISLANDS", + "TAIWAN REGION", + "FIJI ISLANDS REGION", + "NORTHERN TERRITORY", + "NEAR COAST OF CHIAPAS", + "NEAR COAST OF CHIAPAS", + "NEAR COAST OF ECUADOR", + "NEAR COAST OF ECUADOR", + "NEAR COAST OF ECUADOR", + "BANDA SEA", + "NEW IRELAND REGION", + "TAJIKISTAN-XINJIANG BORDER REG.", + "VANUATU ISLANDS", + "NORTHERN COLOMBIA", + "NORTHERN PERU", + "MACQUARIE ISLAND REGION", + "KOMANDORSKIYE OSTROVA REGION", + "OFF E. COAST OF N. ISLAND", + "CENTRAL ITALY", + "FLORES SEA", + "SOUTH GEORGIA ISLAND REGION", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "SOUTH OF FIJI ISLANDS", + "VOLCANO ISLANDS", + "JUJUY PROVINCE", + "ADMIRALTY ISLANDS REGION", + "NEAR COAST OF NORTHERN CHILE", + "VANUATU ISLANDS", + "KERMADEC ISLANDS REGION", + "NEAR COAST OF ECUADOR", + "TONGA ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "OFF COAST OF CHIAPAS", + "VANUATU ISLANDS", + "KYUSHU", + "AFGHANISTAN-TAJIKISTAN BORD REG.", + "SOUTHERN EAST PACIFIC RISE", + "BORNEO", + "VANUATU ISLANDS", + "FIJI ISLANDS REGION", + "NEAR COAST OF NORTHERN CHILE", + "MARIANA ISLANDS", + "SOUTHEASTERN AFGHANISTAN", + "OFF COAST OF CENTRAL CHILE", + "PRINCE EDWARD ISLANDS REGION", + "PRINCE EDWARD ISLANDS REGION", + "BOUVET ISLAND REGION", + "TONGA ISLANDS", + "EAST OF KURIL ISLANDS", + "EAST OF KURIL ISLANDS", + "PACIFIC-ANTARCTIC RIDGE", + "JUJUY PROVINCE", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "WESTERN INDIAN-ANTARCTIC RIDGE", + "NEAR COAST OF CENTRAL CHILE", + "PACIFIC-ANTARCTIC RIDGE", + "SOUTHERN BOLIVIA", + "KYUSHU", + "MINDANAO", + "JAVA", + "ALASKA PENINSULA", + "NEAR N COAST OF NEW GUINEA", + "NEAR EAST COAST OF KAMCHATKA", + "LEEWARD ISLANDS", + "ANDREANOF ISLANDS", + "ANDREANOF ISLANDS", + "WESTERN INDIAN-ANTARCTIC RIDGE", + "HALMAHERA", + "SOUTHERN EAST PACIFIC RISE", + "SUMBA REGION", + "NEAR COAST OF CENTRAL CHILE", + "SOLOMON ISLANDS", + "TAIWAN", + "KERMADEC ISLANDS REGION", + "BALLENY ISLANDS REGION", + "STRAIT OF GIBRALTAR", + "HOKKAIDO", + "FIJI ISLANDS REGION", + "SOUTHEAST OF EASTER ISLAND", + "TONGA ISLANDS", + "NEAR N COAST OF NEW GUINEA", + "CELEBES SEA", + "JAVA", + "KERMADEC ISLANDS REGION", + "OFF E. COAST OF N. ISLAND", + "FIJI ISLANDS REGION", + "WEST OF MACQUARIE ISLAND", + "NORTHERN MID-ATLANTIC RIDGE", + "OFF W COAST OF NORTHERN SUMATRA", + "NORTHERN ALGERIA", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "OFF E. COAST OF N. ISLAND", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "FIJI ISLANDS REGION", + "NEAR N COAST OF NEW GUINEA", + "NORTHEASTERN INDIA", + "SOUTH SANDWICH ISLANDS REGION", + "NICOBAR ISLANDS", + "PERU-ECUADOR BORDER REGION", + "MINAHASSA PENINSULA", + "KERMADEC ISLANDS REGION", + "BISMARCK SEA", + "SOUTH OF PANAMA", + "CALIFORNIA-NEVADA BORDER REGION", + "NEAR COAST OF CENTRAL CHILE", + "FIJI ISLANDS REGION", + "NORTHERN MOLUCCA SEA", + "CENTRAL ALASKA", + "YUNNAN", + "NEAR EAST COAST OF HONSHU", + "SOUTH OF PANAMA", + "NEAR COAST OF GUATEMALA", + "FIJI ISLANDS REGION", + "WEST OF MACQUARIE ISLAND", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "VANUATU ISLANDS", + "GREECE", + "W. CAROLINE ISLANDS", + "NEAR EAST COAST OF HONSHU", + "MINDANAO", + "CHILE-BOLIVIA BORDER REGION", + "TAIWAN REGION", + "NORTHERN CHILE", + "BALLENY ISLANDS REGION", + "FOX ISLANDS", + "CHILE-ARGENTINA BORDER REGION", + "PRIMOR'YE", + "OFF COAST OF CENTRAL CHILE", + "MINDANAO", + "FIJI ISLANDS REGION", + "TONGA ISLANDS", + "SOUTH SHETLAND ISLANDS", + "OFF COAST OF SOUTHERN CHILE", + "SOUTH OF FIJI ISLANDS", + "EASTERN NEW GUINEA REG.", + "FIJI ISLANDS REGION", + "MINDORO", + "SOUTH SANDWICH ISLANDS REGION", + "NORTHWESTERN BALKAN REGION", + "KERMADEC ISLANDS REGION", + "FIJI ISLANDS REGION", + "VANUATU ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "VANUATU ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHWEST OF SUMATRA", + "SOUTHEAST OF LOYALTY ISLANDS", + "BISMARCK SEA", + "MINDANAO", + "SAN JUAN PROVINCE", + "SULAWESI", + "VANUATU ISLANDS", + "SALTA PROVINCE", + "VANUATU ISLANDS", + "KERMADEC ISLANDS", + "MINAHASSA PENINSULA", + "ANDREANOF ISLANDS", + "NEW BRITAIN REGION", + "SOUTH SANDWICH ISLANDS REGION", + "KURIL ISLANDS", + "LUZON", + "FIJI ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "NORTHERN SUMATRA", + "JUJUY PROVINCE", + "BALLENY ISLANDS REGION", + "GUATEMALA", + "SOUTH OF MARIANA ISLANDS", + "NEAR EAST COAST OF HONSHU", + "CENTRAL MID-ATLANTIC RIDGE", + "BANDA SEA", + "SOUTH OF PANAMA", + "FIJI ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "FOX ISLANDS", + "TALAUD ISLANDS", + "SHIKOKU", + "SOLOMON ISLANDS", + "SOUTHEAST INDIAN RIDGE", + "SOUTH OF FIJI ISLANDS", + "KERMADEC ISLANDS REGION", + "VANUATU ISLANDS", + "RAT ISLANDS", + "WEST OF MACQUARIE ISLAND", + "TONGA ISLANDS", + "TIMOR REGION", + "SOUTHERN EAST PACIFIC RISE", + "OFF EAST COAST OF HONSHU", + "SOUTH OF FIJI ISLANDS", + "LUZON", + "BISMARCK SEA", + "TAIWAN REGION", + "PHILIPPINE ISLANDS REGION", + "BISMARCK SEA", + "MINDANAO", + "MINDANAO", + "VANUATU ISLANDS", + "NEW BRITAIN REGION", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "NORTHERN MID-ATLANTIC RIDGE", + "SOUTH OF KERMADEC ISLANDS", + "NEAR COAST OF NICARAGUA", + "BANDA SEA", + "SOUTHERN MOLUCCA SEA", + "OFF W COAST OF NORTHERN SUMATRA", + "SOUTH SANDWICH ISLANDS REGION", + "TAIWAN", + "SOUTH OF FIJI ISLANDS", + "VANUATU ISLANDS", + "SOLOMON ISLANDS", + "CRETE", + "HAWAII", + "SOUTH SANDWICH ISLANDS REGION", + "MID-INDIAN RIDGE", + "SEA OF JAPAN", + "CRETE", + "ANDREANOF ISLANDS", + "NEAR COAST OF CENTRAL CHILE", + "KURIL ISLANDS", + "CHILE-ARGENTINA BORDER REGION", + "FIJI ISLANDS REGION", + "KERMADEC ISLANDS", + "NEAR COAST OF NICARAGUA", + "SOUTH SANDWICH ISLANDS REGION", + "IRIAN JAYA REGION", + "SOUTHERN IRAN", + "TAIWAN REGION", + "VANUATU ISLANDS", + "FIJI ISLANDS REGION", + "OFF COAST OF JALISCO", + "NEAR COAST OF NORTHERN CALIF.", + "SOUTH SANDWICH ISLANDS REGION", + "FIJI ISLANDS", + "PRINCE EDWARD ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "RYUKYU ISLANDS", + "NORTH OF HALMAHERA", + "EASTER ISLAND REGION", + "NEW IRELAND REGION", + "NEW IRELAND REGION", + "SOUTHEAST OF HONSHU", + "MYANMAR-INDIA BORDER REGION", + "SANTA CRUZ ISLANDS", + "NEW IRELAND REGION", + "SOUTH INDIAN OCEAN", + "SOUTHERN IRAN", + "VANUATU ISLANDS", + "TONGA ISLANDS", + "FIJI ISLANDS", + "CENTRAL CALIFORNIA", + "QUEEN CHARLOTTE ISLANDS REGION", + "VANUATU ISLANDS", + "MARIANA ISLANDS", + "KERMADEC ISLANDS REGION", + "PANAMA-COSTA RICA BORDER REGION", + "KOMANDORSKIYE OSTROVA REGION", + "KOMANDORSKIYE OSTROVA REGION", + "SOLOMON ISLANDS", + "IRIAN JAYA", + "IRIAN JAYA", + "KERMADEC ISLANDS", + "NEAR WEST COAST OF HONSHU", + "KERMADEC ISLANDS", + "KERMADEC ISLANDS REGION", + "TONGA ISLANDS", + "OFF COAST OF CENTRAL CHILE", + "SOUTHEAST OF HONSHU", + "KERMADEC ISLANDS", + "NORTHWEST OF RYUKYU ISLANDS", + "NEW BRITAIN REGION", + "BALLENY ISLANDS REGION", + "NEAR COAST OF CENTRAL CHILE", + "SOUTH SANDWICH ISLANDS REGION", + "NORTH OF ASCENSION ISLAND", + "VANUATU ISLANDS", + "MINDANAO", + "MINDANAO", + "KERMADEC ISLANDS", + "CENTRAL CHILE", + "SOUTHWEST INDIAN RIDGE", + "MONA PASSAGE", + "JAVA", + "OFF COAST OF OREGON", + "VANUATU ISLANDS", + "WESTERN INDIAN-ANTARCTIC RIDGE", + "SANTA CRUZ ISLANDS", + "NEAR EAST COAST OF HONSHU", + "SOUTHERN EAST PACIFIC RISE", + "NEAR S. COAST OF HONSHU", + "PHILIPPINE ISLANDS REGION", + "TONGA ISLANDS", + "MINDANAO", + "FIJI ISLANDS REGION", + "ANDREANOF ISLANDS", + "CENTRAL BOLIVIA", + "D'ENTRECASTEAUX ISLANDS REGION", + "FIJI ISLANDS REGION", + "PHILIPPINE ISLANDS REGION", + "SOUTH OF KERMADEC ISLANDS", + "NEW IRELAND REGION", + "NORTHERN MID-ATLANTIC RIDGE", + "MARIANA ISLANDS", + "SOUTHERN SUMATRA", + "SOUTHERN SUMATRA", + "FIJI ISLANDS REGION", + "SOLOMON ISLANDS", + "SUMBA REGION", + "SUMBA REGION", + "VANUATU ISLANDS", + "BISMARCK SEA", + "KYUSHU", + "ALASKA PENINSULA", + "KOMANDORSKIYE OSTROVA REGION", + "VANUATU ISLANDS", + "EAST OF SOUTH SANDWICH ISLANDS", + "COLOMBIA", + "EAST OF KURIL ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "PANAMA-COSTA RICA BORDER REGION", + "KYUSHU", + "SOLOMON ISLANDS", + "CARLSBERG RIDGE", + "SOUTH OF FIJI ISLANDS", + "SAMAR", + "SOUTH SANDWICH ISLANDS REGION", + "LUZON", + "TAIWAN", + "OFF EAST COAST OF HONSHU", + "BANDA SEA", + "SOUTH SANDWICH ISLANDS REGION", + "RAT ISLANDS", + "MAURITIUS - REUNION REGION", + "NEAR COAST OF ECUADOR", + "NEW BRITAIN REGION", + "NORTHERN MOLUCCA SEA", + "SOUTH OF AFRICA", + "VANUATU ISLANDS", + "TONGA ISLANDS", + "SAMOA ISLANDS REGION", + "ANDAMAN ISLANDS", + "W. CAROLINE ISLANDS", + "XIZANG", + "MINAHASSA PENINSULA", + "ICELAND REGION", + "MARIANA ISLANDS", + "SOUTHERN MID-ATLANTIC RIDGE", + "FIJI ISLANDS REGION", + "HALMAHERA", + "SOUTHERN PERU", + "VANUATU ISLANDS", + "OFF COAST OF CENTRAL MEXICO", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "NEAR EAST COAST OF HONSHU", + "NORTH OF HONDURAS", + "KERMADEC ISLANDS REGION", + "SOUTH OF FIJI ISLANDS", + "SOUTH OF ALASKA", + "XIZANG", + "SOUTH SANDWICH ISLANDS REGION", + "KAMCHATKA PENINSULA", + "NEAR EAST COAST OF HONSHU", + "NORTHERN CHILE", + "VANUATU ISLANDS", + "MINDANAO", + "VANUATU ISLANDS", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "CHAGOS ARCHIPELAGO REGION", + "NEW BRITAIN REGION", + "NEW BRITAIN REGION", + "COSTA RICA", + "ASCENSION ISLAND REGION", + "TANZANIA", + "PRINCE EDWARD ISLANDS REGION", + "VANUATU ISLANDS", + "BISMARCK SEA", + "MINDANAO", + "ALASKA PENINSULA", + "MID-INDIAN RIDGE", + "NORTHERN MOLUCCA SEA", + "MINDANAO", + "CENTRAL EAST PACIFIC RISE", + "VANCOUVER ISLAND", + "COLOMBIA", + "SANTIAGO DEL ESTERO PROV.", + "VANCOUVER ISLAND", + "VANCOUVER ISLAND", + "HINDU KUSH REGION", + "VANUATU ISLANDS", + "TONGA ISLANDS", + "VANUATU ISLANDS", + "NEAR COAST OF NORTHERN CHILE", + "ANDREANOF ISLANDS", + "CRETE", + "ALBANIA", + "ANDREANOF ISLANDS", + "IRIAN JAYA REGION", + "LAOS", + "SEA OF OKHOTSK", + "OFF COAST OF CHIAPAS", + "NORTHERN MOLUCCA SEA", + "SOUTHERN EAST PACIFIC RISE", + "VANUATU ISLANDS", + "NORTHERN SUMATRA", + "NEW BRITAIN REGION", + "SOUTH OF BALI", + "VANUATU ISLANDS", + "SAMOA ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "TURKEY-IRAN BORDER REGION", + "NEW BRITAIN REGION", + "SOUTH SANDWICH ISLANDS REGION", + "MINDANAO", + "JAVA", + "SOLOMON ISLANDS", + "NORTH OF HONDURAS", + "SOLOMON ISLANDS", + "ANDREANOF ISLANDS", + "ANDREANOF ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "MINAHASSA PENINSULA", + "SOUTHERN XINJIANG", + "NEAR NORTH COAST OF IRIAN JAYA", + "EASTERN SIBERIA", + "PUERTO RICO REGION", + "MID-INDIAN RIDGE", + "BANDA SEA", + "PHILIPPINE ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "EAST OF KURIL ISLANDS", + "VANUATU ISLANDS REGION", + "GUATEMALA", + "TAIWAN", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "SOUTH OF PANAMA", + "E. RUSSIA-N.E. CHINA BORDER REG.", + "SULAWESI", + "SOUTHERN IRAN", + "VANUATU ISLANDS", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "EAST OF KURIL ISLANDS", + "BANDA SEA", + "KURIL ISLANDS", + "TONGA ISLANDS", + "FIJI ISLANDS REGION", + "OFF EAST COAST OF KAMCHATKA", + "OFF EAST COAST OF KAMCHATKA", + "OFF COAST OF SOUTHERN CHILE", + "NEAR EAST COAST OF HONSHU", + "COSTA RICA", + "KYUSHU", + "NEAR EAST COAST OF HONSHU", + "SOUTHERN IRAN", + "KERMADEC ISLANDS REGION", + "OFF EAST COAST OF HONSHU", + "MICHOACAN", + "SOUTHEAST OF HONSHU", + "TONGA ISLANDS", + "CRETE", + "NEAR EAST COAST OF HONSHU", + "CENTRAL MID-ATLANTIC RIDGE", + "MINAHASSA PENINSULA", + "TAJIKISTAN", + "PACIFIC-ANTARCTIC RIDGE", + "NORTHERN SUMATRA", + "LAKE ISSYK-KUL REGION", + "ALASKA PENINSULA", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "OFF COAST OF CENTRAL CHILE", + "SANTA CRUZ ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "SANTA CRUZ ISLANDS REGION", + "SANTA CRUZ ISLANDS", + "KURIL ISLANDS", + "NEAR COAST OF CENTRAL CHILE", + "OFF EAST COAST OF HONSHU", + "SANTIAGO DEL ESTERO PROV.", + "MINDANAO", + "WEST OF MACQUARIE ISLAND", + "HINDU KUSH REGION", + "SOUTH ISLAND", + "NORTHERN MOLUCCA SEA", + "NEW BRITAIN REGION", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "SANTA CRUZ ISLANDS", + "IRIAN JAYA REGION", + "SANTA CRUZ ISLANDS", + "NEAR EAST COAST OF HONSHU", + "FIJI ISLANDS REGION", + "TAIWAN", + "NEAR EAST COAST OF HONSHU", + "EASTERN HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEGROS", + "SOUTHWEST INDIAN RIDGE", + "NEAR COAST OF GUERRERO", + "KERMADEC ISLANDS REGION", + "ANDREANOF ISLANDS", + "NEAR EAST COAST OF HONSHU", + "QUEEN CHARLOTTE ISLANDS REGION", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "QUEEN CHARLOTTE ISLANDS REGION", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "FLORES SEA", + "ANDREANOF ISLANDS", + "OFF EAST COAST OF HONSHU", + "NEAR COAST OF NORTHERN PERU", + "CENTRAL EAST PACIFIC RISE", + "NEAR EAST COAST OF HONSHU", + "PHILIPPINE ISLANDS REGION", + "NORTHERN MID-ATLANTIC RIDGE", + "NEAR EAST COAST OF HONSHU", + "ANDREANOF ISLANDS", + "NEAR EAST COAST OF HONSHU", + "NEAR COAST OF CHIAPAS", + "KERMADEC ISLANDS REGION", + "NEAR WEST COAST OF HONSHU", + "BANDA SEA", + "SOUTHERN SUMATRA", + "SOLOMON ISLANDS", + "NORTHERN SUMATRA", + "NEAR EAST COAST OF HONSHU", + "CRETE", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR COAST OF NICARAGUA", + "SOUTH OF KERMADEC ISLANDS", + "NEAR EAST COAST OF HONSHU", + "FIJI ISLANDS REGION", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "SANTA CRUZ ISLANDS", + "CRETE", + "SOLOMON ISLANDS", + "PHILIPPINE ISLANDS REGION", + "VANUATU ISLANDS", + "NEAR EAST COAST OF HONSHU", + "TONGA ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "VANUATU ISLANDS", + "NEAR EAST COAST OF HONSHU", + "SOUTH OF FIJI ISLANDS", + "GANSU", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "EASTERN HONSHU", + "SOUTHERN PERU", + "OFF EAST COAST OF HONSHU", + "PRINCE EDWARD ISLANDS REGION", + "NEW IRELAND REGION", + "NEAR ISLANDS", + "OFF W. COAST OF BAJA CALIFORNIA", + "NORTHERN ITALY", + "NEAR COAST OF NORTHERN CHILE", + "LUZON", + "OFF EAST COAST OF HONSHU", + "HOKKAIDO", + "WESTERN INDIAN-ANTARCTIC RIDGE", + "GREENLAND SEA", + "BONIN ISLANDS", + "NEW IRELAND REGION", + "SALTA PROVINCE", + "HOKKAIDO", + "SOUTH OF PANAMA", + "SOUTH OF PANAMA", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "CHILE-ARGENTINA BORDER REGION", + "SOUTHERN PERU", + "KURIL ISLANDS", + "NICARAGUA", + "VANUATU ISLANDS", + "COOK STRAIT", + "NORTHERN XINJIANG", + "NEAR EAST COAST OF KAMCHATKA", + "OFF COAST OF SOUTHERN CHILE", + "NORTHERN SUMATRA", + "NEAR ISLANDS", + "NEAR EAST COAST OF HONSHU", + "LUZON", + "SOUTHERN MOLUCCA SEA", + "DODECANESE ISLANDS", + "OFF COAST OF ECUADOR", + "SOUTHERN EAST PACIFIC RISE", + "PERU-BOLIVIA BORDER REGION", + "NEAR COAST OF CHIAPAS", + "KERMADEC ISLANDS REGION", + "IRIAN JAYA", + "SOUTH SANDWICH ISLANDS REGION", + "NEW BRITAIN REGION", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CHIAPAS", + "SOUTH OF FIJI ISLANDS", + "NEAR COAST OF PERU", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "SOUTH OF FIJI ISLANDS", + "SOLOMON ISLANDS", + "FIJI ISLANDS REGION", + "SANTIAGO DEL ESTERO PROV.", + "KURIL ISLANDS", + "SOUTH SHETLAND ISLANDS", + "NEAR EAST COAST OF HONSHU", + "IRIAN JAYA REGION", + "EAST OF SOUTH SANDWICH ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "OFF W COAST OF NORTHERN SUMATRA", + "VANUATU ISLANDS", + "DRAKE PASSAGE", + "NORTHERN EAST PACIFIC RISE", + "MINAHASSA PENINSULA", + "BAJA CALIFORNIA", + "OFF COAST OF OREGON", + "NORTH INDIAN OCEAN", + "NEW IRELAND REGION", + "NEAR COAST OF GUERRERO", + "SANTA CRUZ ISLANDS", + "TONGA ISLANDS", + "SOUTHERN EAST PACIFIC RISE", + "NORTHERN SUMATRA", + "REVILLA GIGEDO ISLANDS REGION", + "FIJI ISLANDS REGION", + "OFF EAST COAST OF HONSHU", + "CERAM SEA", + "CELEBES SEA", + "ASCENSION ISLAND REGION", + "VANUATU ISLANDS", + "COSTA RICA", + "KURIL ISLANDS", + "NEAR S. COAST OF HONSHU", + "QUEEN CHARLOTTE ISLANDS REGION", + "QUEEN CHARLOTTE ISLANDS REGION", + "MINDANAO", + "VANCOUVER ISLAND", + "CENTRAL PERU", + "VANUATU ISLANDS REGION", + "NEAR COAST OF CHIAPAS", + "GULF OF ALASKA", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "NORTHERN MOLUCCA SEA", + "NEW IRELAND REGION", + "GULF OF CALIFORNIA", + "NORTH ISLAND", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR N COAST OF NEW GUINEA", + "NEW BRITAIN REGION", + "NEAR EAST COAST OF HONSHU", + "GUERRERO", + "NEAR COAST OF CENTRAL CHILE", + "OFF COAST OF SOUTHERN CHILE", + "VANUATU ISLANDS", + "BANDA SEA", + "SUNDA STRAIT", + "VANUATU ISLANDS", + "BALLENY ISLANDS REGION", + "NEAR N COAST OF NEW GUINEA", + "SULAWESI", + "SOUTH OF BALI", + "SOUTHEASTERN SIBERIA", + "NEW BRITAIN REGION", + "SOUTH OF KERMADEC ISLANDS", + "HOKKAIDO", + "ARMENIA-AZERBAIJAN-IRAN BORD REG", + "TURKEY", + "FOX ISLANDS", + "FIJI ISLANDS REGION", + "NEW IRELAND REGION", + "PERU-BRAZIL BORDER REGION", + "XIZANG", + "PACIFIC-ANTARCTIC RIDGE", + "TONGA ISLANDS", + "SOUTH OF JAVA", + "GULF OF CALIFORNIA", + "OFF EAST COAST OF HONSHU", + "SANTA CRUZ ISLANDS", + "BAJA CALIFORNIA", + "SOUTH SANDWICH ISLANDS REGION", + "TONGA ISLANDS", + "OFF EAST COAST OF HONSHU", + "SOUTHERN SUMATRA", + "AUCKLAND ISLANDS", + "IRIAN JAYA REGION", + "NEAR ISLANDS", + "SANTA CRUZ ISLANDS", + "EAST OF NORTH ISLAND", + "NEAR EAST COAST OF HONSHU", + "KURIL ISLANDS", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "SOUTHERN EAST PACIFIC RISE", + "TONGA ISLANDS", + "IRIAN JAYA REGION", + "E. CAROLINE ISLANDS", + "E. CAROLINE ISLANDS", + "PACIFIC-ANTARCTIC RIDGE", + "NEGROS", + "OFF W COAST OF NORTHERN SUMATRA", + "BAY OF BENGAL", + "SOUTHERN SUMATRA", + "OFF COAST OF JALISCO", + "VANUATU ISLANDS", + "HALMAHERA", + "GUERRERO", + "ANDREANOF ISLANDS", + "SOUTHWESTERN RYUKYU ISL.", + "IRIAN JAYA REGION", + "ARU ISLANDS REGION", + "RAT ISLANDS", + "RAT ISLANDS", + "HINDU KUSH REGION", + "RAT ISLANDS", + "RAT ISLANDS", + "NEAR COAST OF CENTRAL CHILE", + "VOLCANO ISLANDS", + "VANUATU ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "TONGA ISLANDS", + "ANDREANOF ISLANDS", + "TONGA ISLANDS", + "PACIFIC-ANTARCTIC RIDGE", + "NEW BRITAIN REGION", + "JAN MAYEN ISLAND REGION", + "SOUTHERN IRAN", + "NORTHERN SUMATRA", + "TAJIKISTAN", + "SOLOMON ISLANDS", + "NORTHERN SUMATRA", + "SOUTHERN SUMATRA", + "LOYALTY ISLANDS", + "VANUATU ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "VANUATU ISLANDS", + "SOUTH OF FIJI ISLANDS", + "PACIFIC-ANTARCTIC RIDGE", + "BALLENY ISLANDS REGION", + "SANTA CRUZ ISLANDS REGION", + "NEAR ISLANDS", + "BONIN ISLANDS", + "SOLOMON ISLANDS", + "BANDA SEA", + "OFF EAST COAST OF HONSHU", + "SOLOMON ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "TONGA ISLANDS", + "FIJI ISLANDS REGION", + "SOUTH OF FIJI ISLANDS", + "NEAR S. COAST OF HONSHU", + "THAILAND", + "WEST CHILE RISE", + "SOLOMON ISLANDS", + "FIJI ISLANDS REGION", + "BONIN ISLANDS", + "BALLENY ISLANDS REGION", + "TONGA ISLANDS", + "HOKKAIDO", + "HOKKAIDO", + "IRAN-IRAQ BORDER REGION", + "IRAN-IRAQ BORDER REGION", + "NEAR COAST OF CENTRAL CHILE", + "ANDREANOF ISLANDS", + "NORTHERN CALIFORNIA", + "NORTHERN MOLUCCA SEA", + "OFF EAST COAST OF KAMCHATKA", + "EASTER ISLAND REGION", + "TONGA ISLANDS", + "EASTER ISLAND REGION", + "OFF COAST OF JALISCO", + "SOUTHERN MOLUCCA SEA", + "NORTH OF HALMAHERA", + "JUJUY PROVINCE", + "SOLOMON ISLANDS", + "SOUTHERN ALASKA", + "NEW BRITAIN REGION", + "YUNNAN", + "GULF OF CALIFORNIA", + "NEW BRITAIN REGION", + "FOX ISLANDS", + "HOKKAIDO", + "TONGA ISLANDS", + "EASTER ISLAND REGION", + "NORTHERN CHILE", + "SOUTH OF MARIANA ISLANDS", + "NEAR EAST COAST OF HONSHU", + "BANDA SEA", + "TONGA ISLANDS", + "BANDA SEA", + "XIZANG", + "BALLENY ISLANDS REGION", + "KERMADEC ISLANDS REGION", + "OFF COAST OF JALISCO", + "KERMADEC ISLANDS REGION", + "NORTHERN SUMATRA", + "NEW BRITAIN REGION", + "SOLOMON ISLANDS", + "OFF W COAST OF NORTHERN SUMATRA", + "SOUTH OF MARIANA ISLANDS", + "FIJI ISLANDS REGION", + "MAURITIUS - REUNION REGION", + "VANUATU ISLANDS", + "NEW BRITAIN REGION", + "VANUATU ISLANDS", + "SOUTH OF MARIANA ISLANDS", + "SOUTH OF MARIANA ISLANDS", + "MINDANAO", + "MINDANAO", + "SOUTHEASTERN ALASKA", + "TONGA ISLANDS", + "KURIL ISLANDS", + "TONGA ISLANDS", + "OWEN FRACTURE ZONE REGION", + "KURIL ISLANDS", + "SOUTHEASTERN ALASKA", + "NORTHERN MID-ATLANTIC RIDGE", + "OAXACA", + "BISMARCK SEA", + "BISMARCK SEA", + "YUNNAN", + "MYANMAR-INDIA BORDER REGION", + "VANUATU ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "TONGA ISLANDS REGION", + "EASTER ISLAND REGION", + "OAXACA", + "VANUATU ISLANDS", + "SOUTH ISLAND", + "EASTER ISLAND REGION", + "NEAR EAST COAST OF HONSHU", + "TAIWAN", + "NEAR EAST COAST OF KAMCHATKA", + "EASTERN NEW GUINEA REG.", + "EAST OF SOUTH SANDWICH ISLANDS", + "BISMARCK SEA", + "KYUSHU", + "NEAR EAST COAST OF HONSHU", + "NEAR COAST OF PERU", + "PUERTO RICO REGION", + "OFF COAST OF CENTRAL CHILE", + "BALLENY ISLANDS REGION", + "NEAR COAST OF NORTHERN CHILE", + "NICOBAR ISLANDS", + "NEAR COAST OF NORTHERN CHILE", + "CELEBES SEA", + "NEAR EAST COAST OF HONSHU", + "SCOTIA SEA", + "OFF EAST COAST OF HONSHU", + "KURIL ISLANDS", + "NEW BRITAIN REGION", + "NORTH ISLAND", + "TONGA ISLANDS", + "JAVA", + "NEAR EAST COAST OF HONSHU", + "NORTHERN SUMATRA", + "NEAR EAST COAST OF HONSHU", + "SOLOMON ISLANDS", + "GREECE", + "NEAR COAST OF NORTHERN CHILE", + "NEAR COAST OF NORTHERN CHILE", + "GREECE", + "KURIL ISLANDS", + "NEAR EAST COAST OF HONSHU", + "MARIANA ISLANDS", + "HALMAHERA", + "OFF EAST COAST OF HONSHU", + "FOX ISLANDS", + "NEAR COAST OF NICARAGUA", + "NORTHERN CHILE", + "NEAR COAST OF CHIAPAS", + "SOUTH OF KERMADEC ISLANDS", + "SOUTH OF FIJI ISLANDS", + "NEAR COAST OF NORTHERN PERU", + "MARIANA ISLANDS REGION", + "KERMADEC ISLANDS", + "SANTA CRUZ ISLANDS", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "SOUTH OF PANAMA", + "NEAR COAST OF CENTRAL CHILE", + "OFF EAST COAST OF HONSHU", + "NEAR COAST OF CENTRAL CHILE", + "TONGA ISLANDS", + "SOUTH OF MARIANA ISLANDS", + "WEST CHILE RISE", + "NEAR COAST OF VENEZUELA", + "SOLOMON ISLANDS", + "NICARAGUA", + "NEAR COAST OF NORTHERN CHILE", + "SULAWESI", + "KERMADEC ISLANDS", + "OFF EAST COAST OF HONSHU", + "MID-INDIAN RIDGE", + "NEAR EAST COAST OF HONSHU", + "SOUTH OF FIJI ISLANDS", + "OFF EAST COAST OF HONSHU", + "MACQUARIE ISLAND REGION", + "OFF COAST OF CENTRAL CHILE", + "NORTHERN MOLUCCA SEA", + "TONGA ISLANDS", + "PERU-BRAZIL BORDER REGION", + "KERMADEC ISLANDS", + "OFF EAST COAST OF HONSHU", + "NEW BRITAIN REGION", + "SOUTHEAST OF LOYALTY ISLANDS", + "FIJI ISLANDS REGION", + "MINDANAO", + "FOX ISLANDS", + "MINDANAO", + "JUJUY PROVINCE", + "NEAR COAST OF CENTRAL CHILE", + "NORTHEAST OF TAIWAN", + "SOUTH OF MARIANA ISLANDS", + "SOUTHERN SUMATRA", + "LUZON", + "OFF EAST COAST OF HONSHU", + "WESTERN AUSTRALIA", + "GUERRERO", + "KERMADEC ISLANDS", + "EASTERN NEW GUINEA REG.", + "SOUTH SANDWICH ISLANDS REGION", + "FIJI ISLANDS REGION", + "WEST CHILE RISE", + "SOUTH SHETLAND ISLANDS", + "MINDANAO", + "EAST OF SOUTH SANDWICH ISLANDS", + "NEAR EAST COAST OF HONSHU", + "RUSSIA-MONGOLIA BORDER REGION", + "MINDANAO", + "NEAR COAST OF NICARAGUA", + "SOUTHEAST OF LOYALTY ISLANDS", + "TONGA ISLANDS REGION", + "NEAR EAST COAST OF HONSHU", + "SOUTHWESTERN SIBERIA", + "NEAR COAST OF CENTRAL CHILE", + "SERAM", + "VANUATU ISLANDS", + "OFF EAST COAST OF KAMCHATKA", + "SOUTHEAST OF HONSHU", + "NEW BRITAIN REGION", + "OFF EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "TAIWAN", + "NORTHERN MID-ATLANTIC RIDGE", + "OFF COAST OF CENTRAL CHILE", + "SOUTH SHETLAND ISLANDS", + "NEAR EAST COAST OF HONSHU", + "SOUTHWEST OF SUMATRA", + "CENTRAL BOLIVIA", + "SOUTH SANDWICH ISLANDS REGION", + "FIJI ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "NEVADA", + "ALASKA PENINSULA", + "NEAR COAST OF CENTRAL CHILE", + "SOUTHEAST OF RYUKYU ISLANDS", + "SOUTHEAST OF RYUKYU ISLANDS", + "SANTA CRUZ ISLANDS", + "BANDA SEA", + "VANUATU ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTHERN IRAN", + "CENTRAL MID-ATLANTIC RIDGE", + "OFF COAST OF CENTRAL CHILE", + "NEAR COAST OF NORTHERN CHILE", + "SOLOMON ISLANDS", + "NEAR COAST OF NORTHERN CHILE", + "SOUTHEAST OF HONSHU", + "NEW BRITAIN REGION", + "CRETE", + "LOYALTY ISLANDS", + "NEGROS", + "NORTHERN CHILE", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "SAMAR", + "SOUTHERN SUMATRA", + "NEAR COAST OF NICARAGUA", + "CELEBES SEA", + "EAST OF KURIL ISLANDS", + "SOUTHERN SUMATRA", + "CHILE-BOLIVIA BORDER REGION", + "JAVA SEA", + "VANUATU ISLANDS", + "CELEBES SEA", + "NEAR EAST COAST OF HONSHU", + "BANDA SEA", + "VANUATU ISLANDS REGION", + "LOYALTY ISLANDS", + "RYUKYU ISLANDS", + "ALASKA PENINSULA", + "BONIN ISLANDS", + "SOUTH OF KERMADEC ISLANDS", + "WESTERN IDAHO", + "BONIN ISLANDS", + "SOUTH OF FIJI ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "NORTHERN SUMATRA", + "FIJI ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "VANCOUVER ISLAND", + "SOUTHERN EAST PACIFIC RISE", + "MYANMAR", + "OFF W COAST OF NORTHERN SUMATRA", + "MINDANAO", + "NEAR EAST COAST OF HONSHU", + "SIKKIM", + "KERMADEC ISLANDS REGION", + "MAURITIUS - REUNION REGION", + "ANDREANOF ISLANDS", + "EASTERN NEW GUINEA REG.", + "NORTHERN PERU", + "NEAR EAST COAST OF HONSHU", + "NEAR EAST COAST OF HONSHU", + "SOUTH OF FIJI ISLANDS", + "SANTIAGO DEL ESTERO PROV.", + "BALI SEA", + "FOX ISLANDS", + "BANDA SEA", + "CENTRAL MID-ATLANTIC RIDGE", + "WEST OF MACQUARIE ISLAND", + "SOUTHEAST INDIAN RIDGE", + "MINDORO", + "SOUTH OF PANAMA", + "NEAR EAST COAST OF HONSHU", + "NEAR N COAST OF NEW GUINEA", + "CHIAPAS", + "CENTRAL MID-ATLANTIC RIDGE", + "SOUTH OF JAVA", + "GULF OF CALIFORNIA", + "SOUTH OF FIJI ISLANDS", + "QINGHAI", + "VANUATU ISLANDS", + "KERMADEC ISLANDS", + "TURKEY", + "CYPRUS REGION", + "FOX ISLANDS", + "FOX ISLANDS", + "SUNDA STRAIT", + "BONIN ISLANDS", + "NEW BRITAIN REGION", + "NEGROS", + "FIJI ISLANDS REGION", + "SCOTIA SEA", + "NEAR EAST COAST OF KAMCHATKA", + "NEAR COAST OF CENTRAL CHILE", + "EAST OF SOUTH SANDWICH ISLANDS", + "GULF OF CALIFORNIA", + "SOLOMON ISLANDS", + "MYANMAR", + "NEW IRELAND REGION", + "CRETE", + "SAKHALIN", + "SEA OF OKHOTSK", + "PAKISTAN", + "FIJI ISLANDS REGION", + "NEW BRITAIN REGION", + "SOUTH ATLANTIC OCEAN", + "BANDA SEA", + "VANUATU ISLANDS", + "SOUTHERN SUMATRA", + "OFF COAST OF JALISCO", + "NEAR COAST OF NORTHERN CHILE", + "OFF COAST OF NORTHERN CALIFORNIA", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "AFGHANISTAN-TAJIKISTAN BORD REG.", + "JAVA SEA", + "MYANMAR-INDIA BORDER REGION", + "NORTH ATLANTIC OCEAN", + "XIZANG", + "VANUATU ISLANDS", + "NORTHERN EAST PACIFIC RISE", + "NEAR COAST OF ECUADOR", + "NEAR COAST OF ECUADOR", + "FIJI ISLANDS REGION", + "RYUKYU ISLANDS", + "CENTRAL ITALY", + "SOUTH ISLAND", + "SOUTH ISLAND", + "OFF COAST OF CENTRAL CHILE", + "MINDANAO", + "NORTHERN MID-ATLANTIC RIDGE", + "VANUATU ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "SULAWESI", + "NEAR ISLANDS", + "NEW BRITAIN REGION", + "SOUTH OF JAVA", + "NEAR COAST OF GUATEMALA", + "SEA OF OKHOTSK", + "LEYTE", + "AUCKLAND ISLANDS", + "DODECANESE ISLANDS", + "MARIANA ISLANDS", + "GANSU", + "GUATEMALA", + "HOKKAIDO", + "BOTSWANA", + "COOK STRAIT", + "NEAR EAST COAST OF HONSHU", + "ANDREANOF ISLANDS", + "SOUTHEAST OF HONSHU", + "NORTHERN SUMATRA", + "OFF COAST OF NORTHERN CALIFORNIA", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "NEAR EAST COAST OF KAMCHATKA", + "BANDA SEA", + "COOK STRAIT", + "SOUTH OF PANAMA", + "SOUTH OF FIJI ISLANDS", + "SOLOMON ISLANDS", + "MINDANAO", + "SOUTHERN BOLIVIA", + "SOUTH OF FIJI ISLANDS", + "BANDA SEA", + "NEW IRELAND REGION", + "NEAR COAST OF NORTHERN CHILE", + "MYANMAR-INDIA BORDER REGION", + "NEPAL", + "NEW BRITAIN REGION", + "NEW BRITAIN REGION", + "NEAR COAST OF CHIAPAS", + "NEAR EAST COAST OF HONSHU", + "PACIFIC-ANTARCTIC RIDGE", + "SANTA CRUZ ISLANDS REGION", + "SOLOMON ISLANDS", + "ALASKA PENINSULA", + "TONGA ISLANDS", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTHERN MID-ATLANTIC RIDGE", + "BONIN ISLANDS", + "KERMADEC ISLANDS", + "SOLOMON ISLANDS", + "NEPAL", + "OFF EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "FIJI ISLANDS REGION", + "OFF E. COAST OF N. ISLAND", + "NORTHERN MOLUCCA SEA", + "NORTHERN MOLUCCA SEA", + "MINDANAO", + "SOUTHERN EAST PACIFIC RISE", + "SOLOMON ISLANDS", + "SOUTH OF PANAMA", + "NORTH ATLANTIC OCEAN", + "MARIANA ISLANDS", + "VANUATU ISLANDS", + "CENTRAL PERU", + "JUJUY PROVINCE", + "CENTRAL PERU", + "OFF EAST COAST OF HONSHU", + "E. CAROLINE ISLANDS", + "FIJI ISLANDS REGION", + "SOUTH OF PANAMA", + "SANTA CRUZ ISLANDS", + "FOX ISLANDS", + "KERMADEC ISLANDS", + "TIMOR REGION", + "NEAR COAST OF CENTRAL CHILE", + "NICOBAR ISLANDS", + "ANDREANOF ISLANDS", + "OFF COAST OF CENTRAL CHILE", + "OFF COAST OF CENTRAL CHILE", + "NORTHWEST OF RYUKYU ISLANDS", + "SOLOMON ISLANDS", + "GREECE", + "NEAR COAST OF NICARAGUA", + "PERU-BRAZIL BORDER REGION", + "SOLOMON ISLANDS", + "BANDA SEA", + "NEAR COAST OF CHIAPAS", + "NEAR COAST OF NORTHERN CHILE", + "MYANMAR-INDIA BORDER REGION", + "SOLOMON ISLANDS", + "TALAUD ISLANDS", + "BOUVET ISLAND REGION", + "IRIAN JAYA REGION", + "KERMADEC ISLANDS", + "SOLOMON ISLANDS", + "SOLOMON ISLANDS", + "SOUTH INDIAN OCEAN", + "AEGEAN SEA", + "GULF OF CALIFORNIA", + "SOUTH OF PANAMA", + "SOLOMON ISLANDS", + "GUERRERO", + "NEAR COAST OF CENTRAL CHILE", + "NEAR COAST OF CENTRAL CHILE", + "SOUTH OF FIJI ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "NEAR COAST OF CENTRAL CHILE", + "VANCOUVER ISLAND", + "IRIAN JAYA REGION", + "NEAR COAST OF CENTRAL CHILE", + "NORTH OF ASCENSION ISLAND", + "SOUTHERN XINJIANG", + "NORTHWEST OF KURIL ISLANDS", + "HAWAII", + "SOUTHERN BOLIVIA", + "NEW BRITAIN REGION", + "MAURITIUS - REUNION REGION", + "SOLOMON ISLANDS", + "FIJI ISLANDS REGION", + "NEW BRITAIN REGION", + "NEW IRELAND REGION", + "NEW GUINEA", + "SOUTHEAST OF LOYALTY ISLANDS", + "NEW IRELAND REGION", + "VANUATU ISLANDS", + "NORTHERN MOLUCCA SEA", + "CENTRAL CHILE", + "VANUATU ISLANDS", + "NEAR COAST OF CENTRAL CHILE", + "PRINCE EDWARD ISLANDS REGION", + "HOKKAIDO", + "SANTIAGO DEL ESTERO PROV.", + "NEAR COAST OF CHIAPAS", + "TONGA ISLANDS", + "IRIAN JAYA REGION", + "WESTERN BRAZIL", + "JAN MAYEN ISLAND REGION", + "KURIL ISLANDS", + "MYANMAR", + "HOKKAIDO", + "SOLOMON ISLANDS", + "ANDREANOF ISLANDS", + "KERMADEC ISLANDS REGION", + "SICHUAN", + "SOUTH OF FIJI ISLANDS", + "VANUATU ISLANDS", + "FIJI ISLANDS REGION", + "JAN MAYEN ISLAND REGION", + "NORTHERN MOLUCCA SEA", + "SUMBAWA REGION", + "KURIL ISLANDS", + "FIJI ISLANDS REGION", + "VANCOUVER ISLAND", + "WEST OF MACQUARIE ISLAND", + "IRIAN JAYA REGION", + "VANCOUVER ISLAND", + "FLORES SEA", + "VANCOUVER ISLAND", + "IONIAN SEA", + "ANDREANOF ISLANDS", + "SUMBAWA REGION", + "ARMENIA-AZERBAIJAN-IRAN BORD REG", + "EASTERN NEW GUINEA REG.", + "NEAR COAST OF CENTRAL CHILE", + "SOUTHWEST OF AFRICA", + "EL SALVADOR", + "RAT ISLANDS", + "BOUVET ISLAND REGION", + "EASTERN NEW GUINEA REG.", + "SANTA CRUZ ISLANDS", + "BANDA SEA", + "EASTERN SIBERIA", + "CENTRAL MID-ATLANTIC RIDGE", + "VANUATU ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "KURIL ISLANDS", + "LOYALTY ISLANDS", + "LOYALTY ISLANDS", + "TONGA ISLANDS", + "KURIL ISLANDS", + "COSTA RICA", + "NEW GUINEA", + "SANTA CRUZ ISLANDS", + "NEW BRITAIN REGION", + "SOUTHEAST OF LOYALTY ISLANDS", + "SOUTHWESTERN SIBERIA", + "NEAR N COAST OF NEW GUINEA", + "BOUVET ISLAND REGION", + "JAVA", + "SOLOMON ISLANDS", + "SANTA CRUZ ISLANDS", + "WESTERN INDIAN-ANTARCTIC RIDGE", + "MICHOACAN", + "SULAWESI", + "SOUTH SANDWICH ISLANDS REGION", + "BONIN ISLANDS", + "VANUATU ISLANDS", + "FIJI ISLANDS REGION", + "SOUTHEAST INDIAN RIDGE", + "GUERRERO", + "NORTHERN MOLUCCA SEA", + "VANUATU ISLANDS", + "OFF COAST OF CENTRAL AMERICA", + "NEW BRITAIN REGION", + "VANUATU ISLANDS REGION", + "SOLOMON ISLANDS", + "SANTIAGO DEL ESTERO PROV.", + "NEAR COAST OF CENTRAL CHILE", + "VANUATU ISLANDS REGION", + "NEW BRITAIN REGION", + "OFF COAST OF CENTRAL AMERICA", + "CENTRAL PERU", + "FIJI ISLANDS REGION", + "SOUTHWESTERN PAKISTAN", + "KERMADEC ISLANDS", + "BAJA CALIFORNIA", + "OFF EAST COAST OF HONSHU", + "IRIAN JAYA", + "IRIAN JAYA REGION", + "MINDANAO", + "OFF W COAST OF NORTHERN SUMATRA", + "NEAR COAST OF GUERRERO", + "EASTERN NEW GUINEA REG.", + "KOMANDORSKIYE OSTROVA REGION", + "VANUATU ISLANDS", + "ECUADOR", + "SOUTH ISLAND", + "CENTRAL PERU", + "SOLOMON ISLANDS", + "NEPAL", + "SOLOMON ISLANDS", + "NEAR EAST COAST OF HONSHU", + "KERMADEC ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTHEAST OF LOYALTY ISLANDS", + "TURKEY", + "NORTHERN MOLUCCA SEA", + "SOUTHERN EAST PACIFIC RISE", + "EASTERN NEW GUINEA REG.", + "CENTRAL CALIFORNIA", + "NEAR COAST OF PERU", + "FLORES SEA", + "FLORES SEA", + "MINDANAO", + "SOUTHERN ALASKA", + "BANDA SEA", + "NEAR COAST OF CENTRAL CHILE", + "REYKJANES RIDGE", + "HALMAHERA", + "NEAR COAST OF CENTRAL CHILE", + "TAJIKISTAN", + "HAITI REGION", + "SOLOMON ISLANDS", + "BANDA SEA", + "OFF COAST OF CENTRAL AMERICA", + "SANTA CRUZ ISLANDS", + "NEAR EAST COAST OF HONSHU", + "OFF EAST COAST OF HONSHU", + "SANTA CRUZ ISLANDS REGION", + "OFF E. COAST OF N. ISLAND", + "NEAR COAST OF PERU", + "KERMADEC ISLANDS", + "OFF E. COAST OF N. ISLAND", + "NORTH OF ASCENSION ISLAND", + "MINDANAO", + "NEAR EAST COAST OF HONSHU", + "SOUTH GEORGIA ISLAND REGION", + "OFF EAST COAST OF HONSHU", + "SOUTHEAST OF LOYALTY ISLANDS", + "OAXACA", + "BANDA SEA", + "SOUTH OF KERMADEC ISLANDS", + "PHILIPPINE ISLANDS REGION", + "CENTRAL MEXICO", + "KURIL ISLANDS", + "NEAR EAST COAST OF HONSHU", + "IRIAN JAYA", + "SOUTH OF FIJI ISLANDS", + "DODECANESE ISLANDS", + "IRAN-IRAQ BORDER REGION", + "FOX ISLANDS", + "NEW IRELAND REGION", + "LOYALTY ISLANDS", + "COLOMBIA", + "CELEBES SEA", + "SANTA CRUZ ISLANDS", + "EASTERN NEW GUINEA REG.", + "ANDREANOF ISLANDS", + "NEAR COAST OF OAXACA", + "SOUTH SANDWICH ISLANDS REGION", + "OFF EAST COAST OF HONSHU", + "NEAR COAST OF PERU", + "QINGHAI", + "KAMCHATKA PENINSULA", + "VANUATU ISLANDS", + "VANUATU ISLANDS", + "SOUTHEAST OF LOYALTY ISLANDS", + "OFF COAST OF NORTHERN CHILE", + "VANUATU ISLANDS", + "KYUSHU", + "SOUTHERN ALASKA", + "SOUTH SANDWICH ISLANDS REGION", + "SOUTH SANDWICH ISLANDS REGION", + "KURIL 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"execution_count": 13, - "id": "d8e21ea1", - "metadata": {}, - "outputs": [], - "source": [ - "def meters2kilometers2(x):\n", - " m2km2=1000\n", - " return x/m2km2\n", - "# m2km2 is a local variable and cannot be called outside of the function. Prove it next by inquiring its value in the next cell." - ] - }, - { - "cell_type": "markdown", - "id": "f6db26f1", - "metadata": {}, - "source": [ - "We now discuss the **lambda** functions." - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "id": "a2713d55", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0 34.40\n", - "1 30.10\n", - "2 16.90\n", - "3 109.40\n", - "4 25.70\n", - " ... \n", - "1780 10.00\n", - "1781 105.00\n", - "1782 608.51\n", - "1783 10.00\n", - "1784 35.44\n", - "Name: depth, Length: 1785, dtype: float64" - ] + ], + "layout": { + "coloraxis": { + "cmax": 9, + "cmin": 6, + "colorbar": { + "title": { + "text": "magnitude" + } + }, + "colorscale": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ 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function. There are several ways of doing an operation on all rows of a column. The first option is to use the map function.\n", - "\n", - "If you are not familiar with lambda function in Python, please read additional tutorials [here](!https://realpython.com/python-lambda/).\n", - "\n", - "We will practice a bit lambda functions" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "id": "cbb26a36", - "metadata": {}, - "outputs": [], - "source": [ - "# Now the equivalent in lambda is:\n", - "lambda_meters2kilometers = lambda x:x/1000\n", - "# x is the variable" - ] - }, - { - "cell_type": "code", - "execution_count": 16, - "id": "7d94f6a8", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0 34.40\n", - "1 30.10\n", - "2 16.90\n", - "3 109.40\n", - "4 25.70\n", - " ... \n", - "1780 10.00\n", - "1781 105.00\n", - "1782 608.51\n", - "1783 10.00\n", - "1784 35.44\n", - "Name: depth, Length: 1785, dtype: float64" - ] + "autotypenumbers": "strict", + "coloraxis": { + "colorbar": { + "outlinewidth": 0, + "ticks": "" + } }, - "execution_count": 16, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# apply it to the entire series\n", - "lambda_meters2kilometers(quake.depth)" - ] - }, - { - "cell_type": "code", - "execution_count": 17, - "id": "caad68a3", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "1" + "colorscale": { + "diverging": [ + [ + 0, + "#8e0152" + ], + [ + 0.1, + "#c51b7d" + ], + [ + 0.2, + "#de77ae" + ], + [ + 0.3, + "#f1b6da" + ], + [ + 0.4, + "#fde0ef" + ], + [ + 0.5, + "#f7f7f7" + ], + [ + 0.6, + "#e6f5d0" + ], + [ + 0.7, + "#b8e186" + ], + [ + 0.8, + "#7fbc41" + ], + [ + 0.9, + "#4d9221" + ], + [ + 1, + "#276419" ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "# you can add several variables into lambda functions\n", - "remove_anything = lambda x,y:x-y\n", - "remove_anything(3,2)" - ] - }, - { - "cell_type": "markdown", - "id": "a6da00e2", - "metadata": {}, - "source": [ - "This did not affect the values of the DataFrame, check it:" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "id": "40367bfb", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0 34400.0\n", - "1 30100.0\n", - "2 16900.0\n", - "3 109400.0\n", - "4 25700.0\n", - " ... \n", - "1780 10000.0\n", - "1781 105000.0\n", - "1782 608510.0\n", - "1783 10000.0\n", - "1784 35440.0\n", - "Name: depth, Length: 1785, dtype: float64" + ], + "sequential": [ + [ + 0, + "#0d0887" + ], + [ + 0.1111111111111111, + "#46039f" + ], + [ + 0.2222222222222222, + "#7201a8" + ], + [ + 0.3333333333333333, + "#9c179e" + ], + [ + 0.4444444444444444, + "#bd3786" + ], + [ + 0.5555555555555556, + "#d8576b" + ], + [ + 0.6666666666666666, + "#ed7953" + ], + [ + 0.7777777777777778, + "#fb9f3a" + ], + [ + 0.8888888888888888, + "#fdca26" + ], + [ + 1, + "#f0f921" ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "quake.depth" - ] - }, - { - "cell_type": "markdown", - "id": "6347a1ec", - "metadata": {}, - "source": [ - "Instead, you could overwrite ``quake.depth=X``. Try two approaches but just do it once! You can use python functions ``map`` (a function to apply functions that is generic to Python) and ``apply`` (a function to apply functions that is specific to Pandas)." - ] - }, - { - "cell_type": "markdown", - "id": "ade5723d", - "metadata": {}, - "source": [ - "```{admonition} Student response section\n", - "This section is left for the student to complete.\n", - "```" - ] - }, - { - "cell_type": "markdown", - "id": "0d45bc9b", - "metadata": {}, - "source": [ - "Try ``map`` to apply a ``lambda`` function that rescale depth from meters to kilometers." - ] - }, - { - "cell_type": "code", - "execution_count": 19, - "id": "8a1da18f", - "metadata": {}, - "outputs": [], - "source": [ - "# implement answer here" - ] - }, - { - "cell_type": "markdown", - "id": "9b11b4cb", - "metadata": {}, - "source": [ - "Discuss in class: What happened to the depth field?\n", - "\n", - "What happened to the original data frame?" - ] - }, - { - "cell_type": "markdown", - "id": "a520ada6", - "metadata": {}, - "source": [ - "Try ``apply`` to apply a ``lambda`` function that rescale depth from meters to kilometers." - ] - }, - { - "cell_type": "code", - "execution_count": 20, - "id": "ec3420af", - "metadata": {}, - "outputs": [], - "source": [ - "# or like this\n", - "quake.depth=quake.depth.apply(lambda x:x/1000)" - ] - }, - { - "cell_type": "markdown", - "id": "fa66b4e8", - "metadata": {}, - "source": [ - "Plot a histogram of the depth distributions using matplotlib function ``hist``." - ] - }, - { - "cell_type": "markdown", - "id": "ade5723d", - "metadata": {}, - "source": [ - "```{admonition} Student response section\n", - "This section is left for the student to complete.\n", - "```" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "id": "ae368fd4", - "metadata": {}, - "outputs": [ - { - "ename": "NameError", - "evalue": "name 'plt' is not defined", - "output_type": "error", - "traceback": [ - "\u001b[0;31m---------------------------------------------------------------------------\u001b[0m", - "\u001b[0;31mNameError\u001b[0m Traceback (most recent call last)", - "\u001b[1;32m/Users/marinedenolle/Dropbox/CLASSES/ESS490/curriculum-book/book/Chapter2-DataManipulation/2.4_pandas_rendered.ipynb Cell 43\u001b[0m line \u001b[0;36m2\n\u001b[1;32m 1\u001b[0m \u001b[39m# answer here\u001b[39;00m\n\u001b[0;32m----> 2\u001b[0m plt\u001b[39m.\u001b[39mhist(quake\u001b[39m.\u001b[39mdepth,\u001b[39m100\u001b[39m)\n\u001b[1;32m 3\u001b[0m plt\u001b[39m.\u001b[39mgrid(\u001b[39mTrue\u001b[39;00m)\n\u001b[1;32m 4\u001b[0m plt\u001b[39m.\u001b[39mxlabel(\u001b[39m'\u001b[39m\u001b[39mQuake depth (km)\u001b[39m\u001b[39m'\u001b[39m)\n", - "\u001b[0;31mNameError\u001b[0m: name 'plt' is not defined" - ] - } - ], - "source": [ - "# implement answer here" - ] - }, - { - "cell_type": "markdown", - "id": "8bb58e3c", - "metadata": {}, - "source": [ - "You can use the interactive plotting package Plotly. 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0, - 1 - ], - "title": { - "text": "depth" - } - }, - "yaxis": { - "anchor": "x", - "domain": [ - 0, - 1 - ], - "title": { - "text": "count" - } - } - } - } - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "fig = px.histogram(quake, #specify what dataframe to use\n", - " x=\"depth\", #specify the variable for the histogram \n", - " nbins=50, #number of bins for the histogram \n", - " height=400, #dimensions of the figure\n", - " width=600);\n", - "fig.show()" - ] - }, - { - "cell_type": "markdown", - "id": "28a15457", - "metadata": {}, - "source": [ - "Alternatively, you can try another interactive plotting package Bokeh. Here is the same plot as above but with Bokeh." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d8f738c6", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
\n", - " \n", - " Loading BokehJS ...\n", - "
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\\n\"+\n \"

\\n\"+\n \"BokehJS does not appear to have successfully loaded. If loading BokehJS from CDN, this \\n\"+\n \"may be due to a slow or bad network connection. Possible fixes:\\n\"+\n \"

\\n\"+\n \"
    \\n\"+\n \"
  • re-rerun `output_notebook()` to attempt to load from CDN again, or
  • \\n\"+\n \"
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\\n\"+\n \"\\n\"+\n \"from bokeh.resources import INLINE\\n\"+\n \"output_notebook(resources=INLINE)\\n\"+\n \"\\n\"+\n \"
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Application\",\"version\":\"2.4.3\"}};\n const render_items = [{\"docid\":\"e7e44371-be1a-48f5-8736-3d0c6025edb0\",\"root_ids\":[\"1003\"],\"roots\":{\"1003\":\"3007c08c-7640-47af-acd1-a299f8d583fd\"}}];\n root.Bokeh.embed.embed_items_notebook(docs_json, render_items);\n }\n if (root.Bokeh !== undefined) {\n embed_document(root);\n } else {\n let attempts = 0;\n const timer = setInterval(function(root) {\n if (root.Bokeh !== undefined) {\n clearInterval(timer);\n embed_document(root);\n } else {\n attempts++;\n if (attempts > 100) {\n clearInterval(timer);\n console.log(\"Bokeh: ERROR: Unable to run BokehJS code because BokehJS library is missing\");\n }\n }\n }, 10, root)\n }\n})(window);", - "application/vnd.bokehjs_exec.v0+json": "" + "hoverlabel": { + "align": "left" }, - "metadata": { - "application/vnd.bokehjs_exec.v0+json": { - "id": "1003" - } + "hovermode": "closest", + "mapbox": { + "style": "light" }, - "output_type": "display_data" - } - ], - "source": [ - "p = figure(plot_width=600, plot_height=400)\n", - "\n", - "hist, edges = np.histogram(quake.depth, density=True, bins=50)\n", - "p.quad(top=hist, bottom=0, left=edges[:-1], right=edges[1:], line_color=\"#636EFA\", fill_color=\"#636EFA\")\n", - "\n", - "show(p)" - ] - }, - { - "cell_type": "markdown", - "id": "b87c6c42", - "metadata": {}, - "source": [ - "We will now make a new plot of the location of the earthquakes. We will use Plotly tool. \n", - "\n", - "The markersize will be scaled with the earthquake magnitude. To do so, we add a ``marker_size`` series in the DataFrame" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "d9cb41c3", - "metadata": {}, - "outputs": [], - "source": [ - "quake['marker_size'] = np.fix(np.exp(quake['magnitude'])) # add marker size as exp(mag)\n", - "quake['magnitude bin'] = 0.5*np.fix(2*quake['magnitude']) # add marker size as exp(mag)" - ] - }, - { - "attachments": {}, - "cell_type": "markdown", - "id": "f004df73", - "metadata": {}, - "source": [ - "## 2.4 Mapping using Plotly\n", - "\n", - "Now we will plot the earthquakes locations on a map using the Plotly package. More tutorials on [Plotly](https://plotly.com/). The input of the function is self-explanatory and typical of Python's function. The code [documentation](https://plotly.com/python/scatter-plots-on-maps/) of Plotly scatter_geo lists the variables." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "ff53045a", - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "config": { - "plotlyServerURL": "https://plot.ly" - }, - "data": [ - { - "customdata": [ - [ - "VANUATU ISLANDS", - 6.3, - 0.0344 - ], - [ - "NEAR EAST COAST OF HONSHU", - 6.3, - 0.030100000000000002 - ], - [ - "SOUTH OF MARIANA ISLANDS", - 6.3, - 0.0169 - ], - [ - "NORTHERN CHILE", - 6.2, - 0.10940000000000001 - ], - [ - "NEAR COAST OF CENTRAL CHILE", - 6.6, - 0.0257 - ], - [ - "FOX ISLANDS", - 6.7, - 0.0215 - ], - [ - "NEW BRITAIN REGION", - 6.9, - 0.0458 - ], - [ - "NEW BRITAIN REGION", - 7.3, - 0.0431 - ], - [ - "FOX ISLANDS", - 6, - 0.0356 - ], - [ - "NEW BRITAIN REGION", - 6.3, - 0.041100000000000005 - ], - [ - "NORTH OF HALMAHERA", - 6.1, - 0.1119 - ], - [ - "MINDANAO", - 7.3, - 0.6102000000000001 - 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COAST OF HONSHU", - "KURIL ISLANDS", - "ASCENSION ISLAND REGION", - "CERAM SEA", - "OFF EAST COAST OF HONSHU", - "FIJI ISLANDS REGION", - "NEAR EAST COAST OF HONSHU", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "SUNDA STRAIT", - "PERU-BRAZIL BORDER REGION", - "VANUATU ISLANDS", - "BANDA SEA", - "SANTA CRUZ ISLANDS", - "FOX ISLANDS", - "SANTIAGO DEL ESTERO PROV.", - "SOUTH SANDWICH ISLANDS REGION", - "VANUATU ISLANDS", - "TONGA ISLANDS", - "NORTHERN SUMATRA", - "AUCKLAND ISLANDS", - "VANCOUVER ISLAND", - "NEAR ISLANDS", - "EAST OF NORTH ISLAND", - "NEAR EAST COAST OF HONSHU", - "FIJI ISLANDS REGION", - "NEAR EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "SIKKIM", - "TONGA ISLANDS", - "SOUTH OF KERMADEC ISLANDS", - "SOUTH OF BALI", - "EASTERN NEW GUINEA REG.", - "SOUTHEASTERN SIBERIA", - "NEW BRITAIN REGION", - "HOKKAIDO", - "KERMADEC ISLANDS REGION", - "TURKEY", - "TURKEY", - "FIJI ISLANDS REGION", - "NEAR COAST OF PERU", - "REVILLA GIGEDO ISLANDS REGION", - "PACIFIC-ANTARCTIC RIDGE", - "NICARAGUA", - "NORTHEAST OF TAIWAN", - "SOUTHERN EAST PACIFIC RISE", - "SOUTHERN MOLUCCA SEA", - "OFF COAST OF ECUADOR", - "CENTRAL BOLIVIA", - "NEAR EAST COAST OF HONSHU", - "HOKKAIDO", - "NEW IRELAND REGION", - "LUZON", - "NEAR COAST OF NORTHERN CHILE", - "GUERRERO", - "SOUTH SANDWICH ISLANDS REGION", - "MINAHASSA PENINSULA", - "EASTERN NEW GUINEA REG.", - "TONGA ISLANDS", - "SOUTHWESTERN SIBERIA", - "SOUTHEAST OF HONSHU", - "SANTA CRUZ ISLANDS", - "OFF W COAST OF NORTHERN SUMATRA", - "SOUTH SHETLAND ISLANDS", - "SOUTH SHETLAND ISLANDS", - "NEAR COAST OF CHIAPAS", - "SOUTH SANDWICH ISLANDS REGION", - "NEAR COAST OF CENTRAL CHILE", - "SOUTH OF FIJI ISLANDS", - "NEAR COAST OF PERU", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "NEGROS", - "NEGROS", - "FIJI ISLANDS REGION", - "SOLOMON ISLANDS", - "SOUTH OF FIJI ISLANDS", - "SOUTHWESTERN SIBERIA", - "SOUTHEAST OF LOYALTY ISLANDS", - "SANTIAGO DEL ESTERO PROV.", - "VANUATU ISLANDS", - "OFF EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "NEAR EAST COAST OF HONSHU", - "NEW BRITAIN REGION", - "IRIAN JAYA", - "NEAR COAST OF GUERRERO", - "EASTERN NEW GUINEA REG.", - "NEAR COAST OF CENTRAL CHILE", - "NORTHERN EAST PACIFIC RISE", - "NEAR EAST COAST OF HONSHU", - "NEAR COAST OF GUERRERO", - "NEW IRELAND REGION", - "OFF W COAST OF NORTHERN SUMATRA", - "NORTH INDIAN OCEAN", - "OFF W COAST OF NORTHERN SUMATRA", - "OFF COAST OF OREGON", - "MICHOACAN", - "BAJA CALIFORNIA", - "BAJA CALIFORNIA", - "DRAKE PASSAGE", - "VANUATU ISLANDS", - "OFF W COAST OF NORTHERN SUMATRA", - "NEAR COAST OF CENTRAL CHILE", - "EASTERN NEW GUINEA REG.", - "EAST OF SOUTH SANDWICH ISLANDS", - "IRIAN JAYA REGION", - "IRIAN JAYA REGION", - "KERMADEC ISLANDS REGION", - "TONGA ISLANDS", - "NEAR COAST OF CHIAPAS", - "PERU-BOLIVIA BORDER REGION", - "OFF COAST OF SOUTHERN CHILE", - "NORTHERN ITALY", - "OFF EAST COAST OF HONSHU", - "HOKKAIDO", - "WESTERN INDIAN-ANTARCTIC RIDGE", - "GREENLAND SEA", - "BONIN ISLANDS", - "SANTIAGO DEL ESTERO PROV.", - "SALTA PROVINCE", - "SOUTH OF PANAMA", - "SOUTH OF PANAMA", - "OFF EAST COAST OF HONSHU", - "CHILE-ARGENTINA BORDER REGION", - "SOUTHERN PERU", - "DODECANESE ISLANDS", - "LUZON", - "NEAR EAST COAST OF HONSHU", - "NEAR ISLANDS", - "NORTHERN SUMATRA", - "NEAR EAST COAST OF KAMCHATKA", - "NORTHERN XINJIANG", - "COOK STRAIT", - "VANUATU ISLANDS", - "KURIL ISLANDS", - "KURIL ISLANDS", - "NORTHERN SUMATRA", - "SOLOMON ISLANDS", - "MAURITIUS - REUNION REGION", - "NEW IRELAND REGION", - "PERU-BRAZIL BORDER REGION", - "NEW IRELAND REGION", - "FOX ISLANDS", - "ARMENIA-AZERBAIJAN-IRAN BORD REG", - "ARMENIA-AZERBAIJAN-IRAN BORD REG", - "XIZANG", - "SEA OF OKHOTSK", - "SULAWESI", - "NEAR N COAST OF NEW GUINEA", - "NORTHERN MOLUCCA SEA", - "OFF COAST OF CENTRAL AMERICA", - "JAN MAYEN ISLAND REGION", - "PHILIPPINE ISLANDS REGION", - "SOUTH OF JAVA", - "SANTA CRUZ ISLANDS", - "COSTA RICA", - "IRIAN JAYA REGION", - "KURIL ISLANDS", - "SOUTHERN SUMATRA", - "BAJA CALIFORNIA", - "ANDREANOF ISLANDS", - "COLOMBIA", - "OFF EAST COAST OF HONSHU", - "GULF OF CALIFORNIA", - "BANDA SEA", - "WEST OF MACQUARIE ISLAND", - "IRIAN JAYA REGION", - "CELEBES SEA", - "VANUATU ISLANDS", - "COSTA RICA", - "QUEEN CHARLOTTE ISLANDS REGION", - "QUEEN CHARLOTTE ISLANDS REGION", - "QUEEN CHARLOTTE ISLANDS REGION", - "MINDANAO", - "NEAR COAST OF CHIAPAS", - "VANCOUVER ISLAND", - "CENTRAL PERU", - "MYANMAR", - "NEAR COAST OF CHIAPAS", - "GULF OF ALASKA", - "OFF COAST OF SOUTHERN CHILE", - "NEAR COAST OF CENTRAL CHILE", - "GUERRERO", - "KURIL ISLANDS", - "NEW BRITAIN REGION", - "NEAR N COAST OF NEW GUINEA", - "VANUATU ISLANDS", - "OFF EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "NORTH ISLAND", - "BANDA SEA", - "NORTHERN MOLUCCA SEA", - "OFF W. COAST OF BAJA CALIFORNIA", - "NEAR ISLANDS", - "NEW IRELAND REGION", - "MINAHASSA PENINSULA", - "VANUATU ISLANDS", - "SOUTHEASTERN ALASKA", - "PACIFIC-ANTARCTIC RIDGE", - "NORTHERN SUMATRA", - "LAKE ISSYK-KUL REGION", - "CENTRAL CHILE", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "HOKKAIDO", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS REGION", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS REGION", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "COLOMBIA", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "EASTERN SIBERIA", - "MINDANAO", - "SANTIAGO DEL ESTERO PROV.", - "KURIL ISLANDS", - "KURIL ISLANDS", - "KURIL ISLANDS", - "NEW BRITAIN REGION", - "SOUTH SANDWICH ISLANDS REGION", - "EAST OF KURIL ISLANDS", - "VANUATU ISLANDS REGION", - "GUATEMALA", - "TAIWAN", - "OFF EAST COAST OF HONSHU", - "E. RUSSIA-N.E. CHINA BORDER REG.", - "IRIAN JAYA", - "SOUTHERN IRAN", - "VANUATU ISLANDS", - "SOLOMON ISLANDS", - "SOUTHERN IRAN", - "NEAR N COAST OF NEW GUINEA", - "KURIL ISLANDS", - "EAST OF KURIL ISLANDS", - "SICHUAN", - "BANDA SEA", - "KURIL ISLANDS", - "SOUTHEAST OF HONSHU", - "MICHOACAN", - "NEW IRELAND REGION", - "KERMADEC ISLANDS REGION", - "SOUTHERN IRAN", - "TONGA ISLANDS", - "MARIANA ISLANDS", - "NEAR EAST COAST OF HONSHU", - "OFF COAST OF SOUTHERN CHILE", - "OFF EAST COAST OF KAMCHATKA", - "OFF EAST COAST OF KAMCHATKA", - "SOUTH OF FIJI ISLANDS", - "TONGA ISLANDS", - "SEA OF OKHOTSK", - "SEA OF OKHOTSK", - "TAIWAN", - "SANTA CRUZ ISLANDS", - "SOUTH OF JAVA", - "SOUTH OF KERMADEC ISLANDS", - "CRETE", - "NEAR COAST OF NICARAGUA", - "CRETE", - "NORTHERN MID-ATLANTIC RIDGE", - "NORTHERN SUMATRA", - "SOLOMON ISLANDS", - "SOUTHERN SUMATRA", - "NEW IRELAND REGION", - "NEW BRITAIN REGION", - "SOUTH SANDWICH ISLANDS REGION", - "SOUTHERN PERU", - "COOK STRAIT", - "GANSU", - "PRINCE EDWARD ISLANDS REGION", - "SOUTH OF FIJI ISLANDS", - "VANUATU ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "TONGA ISLANDS", - "BANDA SEA", - "KERMADEC ISLANDS REGION", - "NEAR COAST OF NORTHERN PERU", - "SOUTH OF PANAMA", - "COOK STRAIT", - "SOUTHWEST INDIAN RIDGE", - "NEAR COAST OF GUERRERO", - "KERMADEC ISLANDS REGION", - "ANDREANOF ISLANDS", - "ANDREANOF ISLANDS", - "BANDA SEA", - "QUEEN CHARLOTTE ISLANDS REGION", - "SOUTHEAST OF HONSHU", - "QUEEN CHARLOTTE ISLANDS REGION", - "ANDREANOF ISLANDS", - "ANDREANOF ISLANDS", - "NORTHERN MID-ATLANTIC RIDGE", - "PHILIPPINE ISLANDS REGION", - "NEAR COAST OF CHIAPAS", - "CENTRAL EAST PACIFIC RISE", - "ANDREANOF ISLANDS", - "FLORES SEA", - "PAKISTAN", - "SOUTHERN EAST PACIFIC RISE", - "NEAR COAST OF PERU", - "PAKISTAN", - "KERMADEC ISLANDS", - "SEA OF OKHOTSK", - "MID-INDIAN RIDGE", - "SOUTH OF MARIANA ISLANDS", - "WEST CHILE RISE", - "SAKHALIN", - "KERMADEC ISLANDS", - "NEAR COAST OF VENEZUELA", - "CRETE", - "MINDANAO", - "SOLOMON ISLANDS", - "GULF OF CALIFORNIA", - "SOUTH OF FIJI ISLANDS", - "EAST OF SOUTH SANDWICH ISLANDS", - "OFF EAST COAST OF HONSHU", - "BALLENY ISLANDS REGION", - "OFF COAST OF CENTRAL CHILE", - "TAIWAN", - "NEAR COAST OF CENTRAL CHILE", - "EASTER ISLAND REGION", - "TONGA ISLANDS REGION", - "CELEBES SEA", - "NEAR EAST COAST OF KAMCHATKA", - "SCOTIA SEA", - "SCOTIA SEA", - "SCOTIA SEA", - "HALMAHERA", - "MARIANA ISLANDS", - "FIJI ISLANDS REGION", - "KURIL ISLANDS", - "SOUTH ATLANTIC OCEAN", - "BANDA SEA", - "NORTHERN SUMATRA", - "KURIL ISLANDS", - "MARIANA ISLANDS REGION", - "VANUATU ISLANDS", - "PUERTO RICO REGION", - "NORTH ISLAND", - "TONGA ISLANDS", - "JAVA", - "GREECE", - "SOUTH SANDWICH ISLANDS REGION", - "SOUTH OF KERMADEC ISLANDS", - "GREECE", - "VANUATU ISLANDS", - "XIZANG", - "NORTH ATLANTIC OCEAN", - "FOX ISLANDS", - "NEAR COAST OF NICARAGUA", - "RYUKYU ISLANDS", - "NEAR COAST OF CHIAPAS", - "VANUATU ISLANDS", - "OFF COAST OF NORTHERN CALIFORNIA", - "EASTERN NEW GUINEA REG.", - "EAST OF SOUTH SANDWICH ISLANDS", - "BISMARCK SEA", - "KYUSHU", - "NEAR COAST OF PERU", - "NEAR COAST OF NORTHERN PERU", - "NEAR COAST OF NORTHERN CHILE", - "NEAR COAST OF NORTHERN CHILE", - "NICOBAR ISLANDS", - "NEAR COAST OF NORTHERN CHILE", - "NEAR COAST OF NORTHERN CHILE", - "SOUTH OF FIJI ISLANDS", - "SANTA CRUZ ISLANDS", - "NEAR COAST OF NORTHERN CHILE", - "OFF COAST OF NORTHERN CHILE", - "SOUTH OF PANAMA", - "NEAR COAST OF NORTHERN CHILE", - "NEAR COAST OF NORTHERN CHILE", - "NEAR COAST OF NORTHERN CHILE", - "NEAR COAST OF NORTHERN CHILE", - "SOLOMON ISLANDS", - "NICARAGUA", - "NEAR COAST OF NORTHERN CHILE", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "NEAR COAST OF NICARAGUA", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "BOUVET ISLAND REGION", - "BALLENY ISLANDS REGION", - "SANTA CRUZ ISLANDS REGION", - "GUERRERO", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "VANCOUVER ISLAND", - "TONGA ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTH OF FIJI ISLANDS", - "SOUTH OF FIJI ISLANDS", - "NEAR S. COAST OF HONSHU", - "THAILAND", - "WEST CHILE RISE", - "SOLOMON ISLANDS", - "GUERRERO", - "TONGA ISLANDS", - "GUERRERO", - "SOUTHERN EAST PACIFIC RISE", - "SOUTH OF PANAMA", - "E. CAROLINE ISLANDS", - "E. CAROLINE ISLANDS", - "NEGROS", - "OFF W COAST OF NORTHERN SUMATRA", - "BAY OF BENGAL", - "AEGEAN SEA", - "OFF COAST OF JALISCO", - "SOUTH INDIAN OCEAN", - "VANUATU ISLANDS", - "KERMADEC ISLANDS", - "KERMADEC ISLANDS", - "KERMADEC ISLANDS", - "RAT ISLANDS", - "RAT ISLANDS", - "RAT ISLANDS", - "RAT ISLANDS", - "RAT ISLANDS", - "VOLCANO ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "TONGA ISLANDS", - "TONGA ISLANDS", - "BONIN ISLANDS", - "BALLENY ISLANDS REGION", - "BALLENY ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "NEW BRITAIN REGION", - "OFF W COAST OF NORTHERN SUMATRA", - "NEAR COAST OF CHIAPAS", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "OFF EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "MINDANAO", - "MINDANAO", - "SOUTHEASTERN ALASKA", - "TONGA ISLANDS", - "TONGA ISLANDS", - "OWEN FRACTURE ZONE REGION", - "KURIL ISLANDS", - "FIJI ISLANDS REGION", - "SOUTHEASTERN ALASKA", - "NORTHERN MID-ATLANTIC RIDGE", - "OAXACA", - "BISMARCK SEA", - "BISMARCK SEA", - "E. CAROLINE ISLANDS", - "XIZANG", - "YUNNAN", - "BANDA SEA", - "BANDA SEA", - "HOKKAIDO", - "HOKKAIDO", - "IRAN-IRAQ BORDER REGION", - "IRAN-IRAQ BORDER REGION", - "NEAR COAST OF CENTRAL CHILE", - "NORTHERN CALIFORNIA", - "CENTRAL PERU", - "CENTRAL PERU", - "EASTER ISLAND REGION", - "TONGA ISLANDS", - "EASTER ISLAND REGION", - "OFF COAST OF JALISCO", - "SOUTHERN MOLUCCA SEA", - "MARIANA ISLANDS", - "JUJUY PROVINCE", - "SOLOMON ISLANDS", - "SOUTHERN ALASKA", - "NEW BRITAIN REGION", - "YUNNAN", - "GULF OF CALIFORNIA", - "SOUTHERN EAST PACIFIC RISE", - "SOUTHERN EAST PACIFIC RISE", - "HOKKAIDO", - "OFF COAST OF CENTRAL AMERICA", - "TONGA ISLANDS", - "EASTER ISLAND REGION", - "FIJI ISLANDS REGION", - "BALLENY ISLANDS REGION", - "MID-INDIAN RIDGE", - "NEW BRITAIN REGION", - "PRIMOR'YE", - "FIJI ISLANDS REGION", - "NORTHERN MOLUCCA SEA", - "OFF E. COAST OF N. ISLAND", - "PRINCE EDWARD ISLANDS REGION", - "NORTHERN MOLUCCA SEA", - "SICHUAN", - "EASTERN HONSHU", - "NORTHERN MOLUCCA SEA", - "MINDANAO", - "SOUTH OF PANAMA", - "BANDA SEA", - "SOLOMON ISLANDS", - "NEAR COAST OF GUATEMALA", - "SOUTH OF PANAMA", - "TAIWAN REGION", - "PHILIPPINE ISLANDS REGION", - "NEAR EAST COAST OF HONSHU", - "NORTHERN MOLUCCA SEA", - "SOUTH OF PANAMA", - "SOUTH OF PANAMA", - "MINDANAO", - "FIJI ISLANDS REGION", - "SOUTHEAST OF EASTER ISLAND", - "SOUTH OF PANAMA", - "VANUATU ISLANDS", - "FIJI ISLANDS REGION", - "SOUTHEAST OF LOYALTY ISLANDS", - "ADMIRALTY ISLANDS REGION", - "MENDOZA PROVINCE", - "JUJUY PROVINCE", - "REYKJANES RIDGE", - "TAIWAN REGION", - "SOUTH SANDWICH ISLANDS REGION", - "OFF EAST COAST OF HONSHU", - "SANTA CRUZ ISLANDS REGION", - "VANUATU ISLANDS", - "OFF EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "OFF COAST OF JALISCO", - "FLORES SEA", - "SOUTHERN SUMATRA", - "MID-INDIAN RIDGE", - "NORTHERN COLOMBIA", - "MINAHASSA PENINSULA", - "NORTHERN MOLUCCA SEA", - "NEAR COAST OF CENTRAL CHILE", - "FIJI ISLANDS REGION", - "NORTHERN CHILE", - "NEW BRITAIN REGION", - "SAMOA ISLANDS REGION", - "SAMOA ISLANDS REGION", - "SAMOA ISLANDS REGION", - "NEW BRITAIN REGION", - "TONGA ISLANDS", - "CRETE", - "FIJI ISLANDS REGION", - "TAIWAN REGION", - "TAIWAN REGION", - "SANTA CRUZ ISLANDS", - "SOUTH ISLAND", - "QUEEN CHARLOTTE ISLANDS REGION", - "NEPAL", - "NEPAL", - "NEPAL", - "NEPAL", - "FIJI ISLANDS REGION", - "NEW BRITAIN REGION", - "NEW BRITAIN REGION", - "NEW BRITAIN REGION", - "NEW BRITAIN REGION", - "MOROCCO", - "SOLOMON ISLANDS", - "NEPAL", - "NEPAL", - "NEAR EAST COAST OF HONSHU", - "SOUTHERN SUMATRA", - "PACIFIC-ANTARCTIC RIDGE", - "TONGA ISLANDS", - "SANTA CRUZ ISLANDS REGION", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "SOUTHERN MID-ATLANTIC RIDGE", - "TONGA ISLANDS", - "ALASKA PENINSULA", - "BONIN ISLANDS", - "TONGA ISLANDS", - "SOUTHEAST OF HONSHU", - "BORNEO", - "HOKKAIDO", - "NORTHERN CHILE", - "SAMOA ISLANDS REGION", - "FIJI ISLANDS REGION", - "SOUTHERN MID-ATLANTIC RIDGE", - "NEAR COAST OF CENTRAL CHILE", - "FIJI ISLANDS REGION", - "BONIN ISLANDS", - "NEW BRITAIN REGION", - "SOUTHERN XINJIANG", - "LEYTE", - "EAST OF KURIL ISLANDS", - "SOLOMON ISLANDS", - "NORTH ATLANTIC OCEAN", - "SANTA CRUZ ISLANDS", - "FOX ISLANDS", - "IRIAN JAYA", - "SOUTHERN ALASKA", - "SOUTH OF FIJI ISLANDS", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "MID-INDIAN RIDGE", - "SOLOMON ISLANDS", - "KERMADEC ISLANDS REGION", - "SOUTHEAST OF HONSHU", - "SOUTH OF FIJI ISLANDS", - "SOUTH OF KERMADEC ISLANDS", - "FOX ISLANDS", - "GULF OF CALIFORNIA", - "NORTHERN MOLUCCA SEA", - "NORTHERN MOLUCCA SEA", - "NEW BRITAIN REGION", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "OFF COAST OF CENTRAL CHILE", - "NORTHERN MID-ATLANTIC RIDGE", - "OFF COAST OF CENTRAL CHILE", - "OFF COAST OF CENTRAL CHILE", - "OFF COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "IRIAN JAYA REGION", - "IRIAN JAYA REGION", - "NEAR COAST OF CENTRAL CHILE", - "JUJUY PROVINCE", - "PACIFIC-ANTARCTIC RIDGE", - "EAST OF KURIL ISLANDS", - "EAST OF KURIL ISLANDS", - "TONGA ISLANDS", - "VANUATU ISLANDS", - "BOUVET ISLAND REGION", - "PRINCE EDWARD ISLANDS REGION", - "PRINCE EDWARD ISLANDS REGION", - "HINDU KUSH REGION", - "TIMOR REGION", - "OFF COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NICOBAR ISLANDS", - "ANDREANOF ISLANDS", - "OFF COAST OF CENTRAL CHILE", - "OFF COAST OF CENTRAL CHILE", - "NORTHWEST OF RYUKYU ISLANDS", - "GREECE", - "SOLOMON ISLANDS", - "BANDA SEA", - "MARIANA ISLANDS", - "PERU-BRAZIL BORDER REGION", - "PERU-BRAZIL BORDER REGION", - "PERU-BRAZIL BORDER REGION", - "NEAR COAST OF NORTHERN CHILE", - "SOUTHEAST INDIAN RIDGE", - "TAJIKISTAN", - "BANDA SEA", - "FIJI ISLANDS REGION", - "NEAR COAST OF CHIAPAS", - "VANUATU ISLANDS", - "BORNEO", - "SOUTHERN EAST PACIFIC RISE", - "AFGHANISTAN-TAJIKISTAN BORD REG.", - "WESTERN INDIAN-ANTARCTIC RIDGE", - "MYANMAR-INDIA BORDER REGION", - "MYANMAR-INDIA BORDER REGION", - "PACIFIC-ANTARCTIC RIDGE", - "TALAUD ISLANDS", - "HOKKAIDO", - "SOUTHERN BOLIVIA", - "HOKKAIDO", - "OFF COAST OF JALISCO", - "SOUTHERN ALASKA", - "STRAIT OF GIBRALTAR", - "KAMCHATKA PENINSULA", - "BALLENY ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "TAIWAN", - "SOLOMON ISLANDS", - "NEAR COAST OF CENTRAL CHILE", - "SUMBA REGION", - "SOUTHERN EAST PACIFIC RISE", - "HALMAHERA", - "WESTERN INDIAN-ANTARCTIC RIDGE", - "SOUTHWEST OF SUMATRA", - "ANDREANOF ISLANDS", - "ANDREANOF ISLANDS", - "LEEWARD ISLANDS", - "NEAR EAST COAST OF KAMCHATKA", - "NEAR N COAST OF NEW GUINEA", - "ALASKA PENINSULA", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "JAVA", - "VANUATU ISLANDS", - "AFGHANISTAN-TAJIKISTAN BORD REG.", - "MYANMAR-INDIA BORDER REGION", - "MINDANAO", - "KYUSHU", - "KYUSHU", - "VANUATU ISLANDS", - "OFF COAST OF CHIAPAS", - "KYUSHU", - "NEAR COAST OF ECUADOR", - "SOUTH SANDWICH ISLANDS REGION", - "NEAR COAST OF ECUADOR", - "NEAR COAST OF ECUADOR", - "NEAR COAST OF ECUADOR", - "NEAR COAST OF CHIAPAS", - "NEAR COAST OF CHIAPAS", - "VANUATU ISLANDS", - "NORTHERN EAST PACIFIC RISE", - "NEAR COAST OF ECUADOR", - "NEAR COAST OF ECUADOR", - "NORTHERN TERRITORY", - "FIJI ISLANDS REGION", - "FIJI ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "TAIWAN REGION", - "SOUTHERN SUMATRA", - "BANDA SEA", - "KERMADEC ISLANDS", - "OFF COAST OF JALISCO", - "NORTHERN MOLUCCA SEA", - "SOUTH OF SUMBAWA", - "NICARAGUA", - "SOLOMON ISLANDS", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "LOYALTY ISLANDS", - "NORTHERN MID-ATLANTIC RIDGE", - "NEW IRELAND REGION", - "TAJIKISTAN-XINJIANG BORDER REG.", - "VANUATU ISLANDS", - "TONGA ISLANDS", - "NEAR COAST OF ECUADOR", - "KERMADEC ISLANDS REGION", - "VANUATU ISLANDS", - "NEAR COAST OF NORTHERN CHILE", - "ADMIRALTY ISLANDS REGION", - "MARIANA ISLANDS", - "JUJUY PROVINCE", - "VOLCANO ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTH OF FIJI ISLANDS", - "SOUTH GEORGIA ISLAND REGION", - "OFF EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "SOUTH GEORGIA ISLAND REGION", - "FLORES SEA", - "CENTRAL ITALY", - "MYANMAR", - "NORTH OF ASCENSION ISLAND", - "NEW IRELAND REGION", - "OFF E. COAST OF N. ISLAND", - "OFF E. COAST OF N. ISLAND", - "KOMANDORSKIYE OSTROVA REGION", - "MACQUARIE ISLAND REGION", - "NORTHERN PERU", - "NORTHERN COLOMBIA", - "SOLOMON ISLANDS", - "NEAR NORTH COAST OF IRIAN JAYA", - "SOUTHEAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "MINDANAO", - "TONGA ISLANDS", - "FIJI ISLANDS REGION", - "NEW BRITAIN REGION", - "NEW BRITAIN REGION", - "JAVA SEA", - "WESTERN HONSHU", - "TONGA ISLANDS", - "CENTRAL ITALY", - "CENTRAL ITALY", - "CHILE-ARGENTINA BORDER REGION", - "NEAR EAST COAST OF HONSHU", - "SOUTH ISLAND", - "SOUTH ISLAND", - "SOUTH ISLAND", - "SOUTH ISLAND", - "SOUTH ISLAND", - "SAN JUAN PROVINCE", - "NEAR EAST COAST OF HONSHU", - "OFF COAST OF CENTRAL AMERICA", - "SOUTHERN XINJIANG", - "SOUTHERN PERU", - "NEAR ISLANDS", - "BANDA SEA", - "NORTHERN SUMATRA", - "OFF COAST OF NORTHERN CALIFORNIA", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "MARIANA ISLANDS REGION", - "NEW IRELAND REGION", - "NEW IRELAND REGION", - "SOLOMON ISLANDS", - "W. CAROLINE ISLANDS", - "PERU-BRAZIL BORDER REGION", - "SOLOMON ISLANDS", - "BANDA SEA", - "NEW IRELAND REGION", - "SOUTHERN CHILE", - "SUMBAWA REGION", - "SOUTH OF FIJI ISLANDS", - "SOUTH OF FIJI ISLANDS", - "QUEEN ELIZABETH ISLANDS", - "CELEBES SEA", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "SOUTHWESTERN PAKISTAN", - "MINDANAO", - "JUJUY PROVINCE", - "SOUTHERN BOLIVIA", - "SOUTH OF FIJI ISLANDS", - "SOLOMON ISLANDS", - "NEW BRITAIN REGION", - "NICOBAR ISLANDS", - "SOLOMON ISLANDS", - "NEAR ISLANDS", - "NEAR EAST COAST OF KAMCHATKA", - "BOTSWANA", - "NORTHERN AND CENTRAL IRAN", - "CHILE-ARGENTINA BORDER REGION", - "FIJI ISLANDS REGION", - "OFF COAST OF CENTRAL CHILE", - "OFF COAST OF CENTRAL CHILE", - "MINDANAO", - "SOUTHEASTERN ALASKA", - "SOUTHEASTERN ALASKA", - "TAJIKISTAN", - "ANDREANOF ISLANDS", - "RYUKYU ISLANDS", - "VANUATU ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "OFF COAST OF CENTRAL AMERICA", - "NEW BRITAIN REGION", - "NEGROS", - "SULAWESI", - "NEAR ISLANDS", - "AEGEAN SEA", - "GUATEMALA", - "KERMADEC ISLANDS", - "SOUTH OF FIJI ISLANDS", - "NEAR COAST OF GUATEMALA", - "FIJI ISLANDS REGION", - "KERMADEC ISLANDS", - "KERMADEC ISLANDS REGION", - "NEAR COAST OF ECUADOR", - "LEYTE", - "AUCKLAND ISLANDS", - "NEW IRELAND REGION", - "KOMANDORSKIYE OSTROVA REGION", - "KOMANDORSKIYE OSTROVA REGION", - "NEAR COAST OF PERU", - "MAURITIUS - REUNION REGION", - "DODECANESE ISLANDS", - "SOUTHEAST OF RYUKYU ISLANDS", - "NORTH ATLANTIC OCEAN", - "GANSU", - "NORTHERN XINJIANG", - "MINDORO", - "SOUTHERN SUMATRA", - "NORTH OF ASCENSION ISLAND", - "FIJI ISLANDS REGION", - "ADMIRALTY ISLANDS REGION", - "SOUTHERN SUMATRA", - "NORTH KOREA", - "SOUTH SANDWICH ISLANDS REGION", - "BONIN ISLANDS", - "NEAR COAST OF CHIAPAS", - "CENTRAL MEXICO", - "AUCKLAND ISLANDS", - "OFF EAST COAST OF HONSHU", - "VANUATU ISLANDS", - "OAXACA", - "SOUTH OF FIJI ISLANDS", - "OFF EAST COAST OF HONSHU", - "TONGA ISLANDS", - "BALLENY ISLANDS REGION", - "RAT ISLANDS", - "NORTHERN CHILE", - "BOUVET ISLAND REGION", - "TONGA ISLANDS", - "BANDA SEA", - "SOUTHEAST OF LOYALTY ISLANDS", - "SERAM", - "LOYALTY ISLANDS", - "LOYALTY ISLANDS", - "LOYALTY ISLANDS", - "TONGA ISLANDS", - "NEW GUINEA", - "SOUTHEAST OF HONSHU", - "ASCENSION ISLAND REGION", - "IRAN-IRAQ BORDER REGION", - "COSTA RICA", - "EASTERN XIZANG-INDIA BORDER REG.", - "LOYALTY ISLANDS", - "LOYALTY ISLANDS", - "LOYALTY ISLANDS", - "LOYALTY ISLANDS", - "SAMOA ISLANDS REGION", - "NEW IRELAND REGION", - "CENTRAL MID-ATLANTIC RIDGE", - "NORTHERN AND CENTRAL IRAN", - "EASTERN NEW GUINEA REG.", - "NEAR COAST OF ECUADOR", - "W. CAROLINE ISLANDS", - "W. CAROLINE ISLANDS", - "W. CAROLINE ISLANDS", - "NORTHERN AND CENTRAL IRAN", - "NORTHERN AND CENTRAL IRAN", - "BOUVET ISLAND REGION", - "JAVA", - "NORTH OF HONDURAS", - "MYANMAR", - "NEAR COAST OF PERU", - "GULF OF CALIFORNIA", - "NORTHERN CHILE", - "JAVA", - "GULF OF ALASKA", - "HOKKAIDO", - "KOMANDORSKIYE OSTROVA REGION", - "NEAR N COAST OF NEW GUINEA", - "SOUTHWEST OF AFRICA", - "HINDU KUSH REGION", - "FIJI ISLANDS REGION", - "PACIFIC-ANTARCTIC RIDGE", - "TAIWAN", - "TAIWAN", - "SOUTH OF MARIANA ISLANDS", - "OAXACA", - "NEW GUINEA", - "NEW GUINEA", - "CERAM SEA", - "NEW GUINEA", - "WEST OF MACQUARIE ISLAND", - "NEW GUINEA", - "NEW GUINEA", - "NEW GUINEA", - "NEW IRELAND REGION", - "NEW BRITAIN REGION", - "SOUTHEAST INDIAN RIDGE", - "BANDA SEA", - "NEW BRITAIN REGION", - "NEW BRITAIN REGION", - "SOUTH OF FIJI ISLANDS", - "SOUTHERN BOLIVIA", - "MINDANAO", - "NEW GUINEA", - "NEAR COAST OF CENTRAL CHILE", - "NORTHERN MOLUCCA SEA", - "PRINCE EDWARD ISLANDS REGION", - "EASTER ISLAND REGION", - "HAWAII", - "LUZON", - "NEW BRITAIN REGION", - "AFGHANISTAN-TAJIKISTAN BORD REG.", - "SOUTH OF KERMADEC ISLANDS", - "VANUATU ISLANDS", - "NEAR EAST COAST OF KAMCHATKA", - "KERMADEC ISLANDS", - "VANUATU ISLANDS", - "EASTERN GULF OF ADEN", - "EASTERN GULF OF ADEN", - "SANTA CRUZ ISLANDS", - "NEW BRITAIN REGION", - "FLORES SEA", - "SUMBAWA REGION", - "SUMBAWA REGION", - "NORTHERN ALASKA", - "NORTHERN ALASKA", - "SOUTH SANDWICH ISLANDS REGION", - "ANDREANOF ISLANDS", - "VOLCANO ISLANDS", - "FLORES SEA", - "COSTA RICA", - "FIJI ISLANDS REGION", - "FIJI ISLANDS REGION", - "SUMBAWA REGION", - "FIJI ISLANDS REGION", - "SUMBAWA REGION", - "NEAR COAST OF VENEZUELA", - "VANUATU ISLANDS", - "OFF COAST OF OREGON", - "ANDREANOF ISLANDS", - "PERU-BRAZIL BORDER REGION", - "WESTERN IRAN", - "TIMOR REGION", - "MARIANA ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "HOKKAIDO", - "FIJI ISLANDS", - "ECUADOR", - "MINDANAO", - "SOLOMON ISLANDS", - "KERMADEC ISLANDS REGION", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTH OF FIJI ISLANDS", - "SOUTHWEST INDIAN RIDGE", - "MINAHASSA PENINSULA", - "MINAHASSA PENINSULA", - "FIJI ISLANDS REGION", - "SUMBA REGION", - "KURIL ISLANDS", - "BALI SEA", - "NEW BRITAIN REGION", - "NEW BRITAIN REGION", - "NEW BRITAIN REGION", - "KURIL ISLANDS", - "NORTHWEST OF KURIL ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "VANCOUVER ISLAND", - "VANCOUVER ISLAND", - "VANCOUVER ISLAND", - "IONIAN SEA", - "OFF COAST OF CENTRAL AMERICA", - "DRAKE PASSAGE", - "NORTH ISLAND", - "NORTHERN CHILE", - "MINDANAO", - "JAN MAYEN ISLAND REGION", - "TONGA ISLANDS", - "NORTH ATLANTIC OCEAN", - "NEAR EAST COAST OF KAMCHATKA", - "SOUTH SANDWICH ISLANDS REGION", - "SOUTHERN EAST PACIFIC RISE", - "SOLOMON ISLANDS", - "FIJI ISLANDS REGION", - "CARIBBEAN SEA", - "IRAN-IRAQ BORDER REGION", - "SOUTHERN ALASKA", - "BANDA SEA", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "PACIFIC-ANTARCTIC RIDGE", - "IRIAN JAYA", - "SOUTHEAST OF EASTER ISLAND", - "KOMANDORSKIYE OSTROVA REGION", - "VANUATU ISLANDS", - "TONGA ISLANDS", - "KOMANDORSKIYE OSTROVA REGION", - "MINDANAO", - "ALASKA PENINSULA", - "WESTERN BRAZIL", - "NORTHERN MOLUCCA SEA", - "KYUSHU", - "VANUATU ISLANDS", - "BISMARCK SEA", - "VANUATU ISLANDS", - "NEAR COAST OF CENTRAL CHILE", - "SUMBA REGION", - "SUMBA REGION", - "PRINCE EDWARD ISLANDS REGION", - "SOLOMON ISLANDS", - "FIJI ISLANDS REGION", - "NEAR COAST OF CHIAPAS", - "SOUTHERN SUMATRA", - "SOUTHERN SUMATRA", - "MARIANA ISLANDS", - "NORTHERN MID-ATLANTIC RIDGE", - "NEW IRELAND REGION", - "PERU-ECUADOR BORDER REGION", - "CENTRAL PERU", - "SOUTH OF KERMADEC ISLANDS", - "PHILIPPINE ISLANDS REGION", - "FIJI ISLANDS REGION", - "D'ENTRECASTEAUX ISLANDS REGION", - "CENTRAL BOLIVIA", - "VANUATU ISLANDS", - "COLOMBIA", - "NORTHERN MOLUCCA SEA", - "EAST OF KURIL ISLANDS", - "NEW BRITAIN REGION", - "NEAR COAST OF ECUADOR", - "MAURITIUS - REUNION REGION", - "RAT ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "BANDA SEA", - "SOUTH SANDWICH ISLANDS REGION", - "OFF EAST COAST OF HONSHU", - "SULAWESI", - "TAIWAN", - "WESTERN INDIAN-ANTARCTIC RIDGE", - "LUZON", - "SOUTH SANDWICH ISLANDS REGION", - "SAMAR", - "SOUTH OF FIJI ISLANDS", - "CARLSBERG RIDGE", - "SOLOMON ISLANDS", - "EASTERN NEW GUINEA REG.", - "KYUSHU", - "PANAMA-COSTA RICA BORDER REGION", - "NEW BRITAIN REGION", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "ANDREANOF ISLANDS", - "NORTHERN PERU", - "EL SALVADOR", - "FIJI ISLANDS REGION", - "MINDANAO", - "TONGA ISLANDS", - "SOUTHEAST OF HONSHU", - "OFF COAST OF CENTRAL CHILE", - "TONGA ISLANDS", - "KERMADEC ISLANDS", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS", - "NEAR WEST COAST OF HONSHU", - "KERMADEC ISLANDS", - "IRIAN JAYA", - "KERMADEC ISLANDS", - "IRIAN JAYA", - "BANDA SEA", - "KOMANDORSKIYE OSTROVA REGION", - "KOMANDORSKIYE OSTROVA REGION", - "PANAMA-COSTA RICA BORDER REGION", - "KERMADEC ISLANDS REGION", - "MARIANA ISLANDS", - "VANUATU ISLANDS", - "QUEEN CHARLOTTE ISLANDS REGION", - "CENTRAL CALIFORNIA", - "CENTRAL CALIFORNIA", - "NORTHERN MOLUCCA SEA", - "SOLOMON ISLANDS", - "NORTHWEST OF RYUKYU ISLANDS", - "WESTERN AUSTRALIA", - "HALMAHERA", - "NEW BRITAIN REGION", - "BALLENY ISLANDS REGION", - "PHILIPPINE ISLANDS REGION", - "NEAR S. COAST OF HONSHU", - "VANUATU ISLANDS", - "NEAR COAST OF CENTRAL CHILE", - "SOUTHERN EAST PACIFIC RISE", - "SOUTHWEST OF SUMATRA", - "NEAR EAST COAST OF HONSHU", - "SANTA CRUZ ISLANDS", - "WESTERN INDIAN-ANTARCTIC RIDGE", - "VANUATU ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "OFF COAST OF OREGON", - "FIJI ISLANDS REGION", - "JAVA", - "MONA PASSAGE", - "SOUTHWEST INDIAN RIDGE", - "SERAM", - "CENTRAL CHILE", - "KERMADEC ISLANDS", - "MINDANAO", - "OFF COAST OF CENTRAL CHILE", - "MINDANAO", - "VANUATU ISLANDS", - "NORTH OF ASCENSION ISLAND", - "MINDANAO", - "MINDANAO", - "SOUTH SANDWICH ISLANDS REGION", - "NEAR COAST OF CENTRAL CHILE", - "TONGA ISLANDS", - "EAST OF SOUTH SANDWICH ISLANDS", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "FIJI ISLANDS REGION", - "TONGA ISLANDS", - "NORTHERN MOLUCCA SEA", - "NORTHERN MOLUCCA SEA", - "OFF COAST OF CHIAPAS", - "SEA OF OKHOTSK", - "LAOS", - "IRIAN JAYA REGION", - "ANDREANOF ISLANDS", - "ALBANIA", - "CRETE", - "ANDREANOF ISLANDS", - "NEAR COAST OF NORTHERN CHILE", - "VANUATU ISLANDS", - "TONGA ISLANDS", - "VANUATU ISLANDS", - "MINDANAO", - "HINDU KUSH REGION", - "VANCOUVER ISLAND", - "VANCOUVER ISLAND", - "SANTIAGO DEL ESTERO PROV.", - "COLOMBIA", - "VANCOUVER ISLAND", - "SOUTHERN EAST PACIFIC RISE", - "NORTHERN SUMATRA", - "PUERTO RICO REGION", - "NEW BRITAIN REGION", - "EASTERN SIBERIA", - "NEAR NORTH COAST OF IRIAN JAYA", - "SOUTHERN XINJIANG", - "MINAHASSA PENINSULA", - "SOUTH SANDWICH ISLANDS REGION", - "ANDREANOF ISLANDS", - "TURKEY", - "ANDREANOF ISLANDS", - "SOLOMON ISLANDS", - "CUBA REGION", - "NORTH OF HONDURAS", - "SOLOMON ISLANDS", - "JAVA", - "MINDANAO", - "SOUTH SANDWICH ISLANDS REGION", - "NEW BRITAIN REGION", - "KURIL ISLANDS", - "TURKEY-IRAN BORDER REGION", - "KERMADEC ISLANDS REGION", - "SAMOA ISLANDS REGION", - "VANUATU ISLANDS", - "SOUTH OF BALI", - "CENTRAL EAST PACIFIC RISE", - "EAST OF KURIL ISLANDS", - "MINDANAO", - "WESTERN IDAHO", - "NORTHERN MOLUCCA SEA", - "MID-INDIAN RIDGE", - "KERMADEC ISLANDS REGION", - "NORTH OF HONDURAS", - "BONIN ISLANDS", - "NEAR EAST COAST OF HONSHU", - "SOLOMON ISLANDS", - "CRETE", - "BANDA SEA", - "SOLOMON ISLANDS", - "SANTA CRUZ ISLANDS", - "NEVADA", - "OFF COAST OF CENTRAL MEXICO", - "VANUATU ISLANDS", - "SOUTHERN PERU", - "NORTHERN CHILE", - "SOUTH OF FIJI ISLANDS", - "HALMAHERA", - "SOUTHERN MID-ATLANTIC RIDGE", - "RYUKYU ISLANDS", - "MARIANA ISLANDS", - "SOUTH OF KERMADEC ISLANDS", - "ICELAND REGION", - "MINAHASSA PENINSULA", - "NEAR COAST OF OAXACA", - "XIZANG", - "W. CAROLINE ISLANDS", - "JAVA SEA", - "EASTERN NEW GUINEA REG.", - "ANDAMAN ISLANDS", - "SAMOA ISLANDS REGION", - "FIJI ISLANDS REGION", - "ALASKA PENINSULA", - "SOUTH OF ALASKA", - "XIZANG", - "SOUTH SANDWICH ISLANDS REGION", - "ALASKA PENINSULA", - "MINDANAO", - "BISMARCK SEA", - "VANUATU ISLANDS", - "PRINCE EDWARD ISLANDS REGION", - "TANZANIA", - "SAMAR", - "SOUTHERN SUMATRA", - "SOUTHERN SUMATRA", - "BANDA SEA", - "ASCENSION ISLAND REGION", - "COSTA RICA", - "NEW BRITAIN REGION", - "NEW BRITAIN REGION", - "CENTRAL MID-ATLANTIC RIDGE", - "CHAGOS ARCHIPELAGO REGION", - "NEAR COAST OF NORTHERN CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF NORTHERN CHILE", - "NEAR COAST OF CENTRAL CHILE", - "VANUATU ISLANDS", - "CENTRAL MID-ATLANTIC RIDGE", - "MINDANAO", - "VANUATU ISLANDS", - "NORTHERN CHILE", - "NEAR EAST COAST OF HONSHU", - "KAMCHATKA PENINSULA", - "FIJI ISLANDS", - "CENTRAL MID-ATLANTIC RIDGE", - "SOUTH OF AFRICA", - "TONGA ISLANDS", - "NEW BRITAIN REGION", - "FIJI ISLANDS REGION", - "EASTERN NEW GUINEA REG.", - "SOUTH OF ALASKA", - "SOUTH OF FIJI ISLANDS", - "DODECANESE ISLANDS", - "OFF COAST OF SOUTHERN CHILE", - "SOUTH SHETLAND ISLANDS", - "TONGA ISLANDS", - "FIJI ISLANDS REGION", - "MINDANAO", - "OFF COAST OF CENTRAL CHILE", - "PRIMOR'YE", - "CHILE-ARGENTINA BORDER REGION", - "FOX ISLANDS", - "BALLENY ISLANDS REGION", - "NORTHERN CHILE", - "TAIWAN REGION", - "CHILE-BOLIVIA BORDER REGION", - "MINDANAO", - "NEAR EAST COAST OF HONSHU", - "W. CAROLINE ISLANDS", - "MINDORO", - "OFF COAST OF CENTRAL CHILE", - "NORTHWESTERN BALKAN REGION", - "ANDREANOF ISLANDS", - "KERMADEC ISLANDS REGION", - "MINAHASSA PENINSULA", - "KERMADEC ISLANDS", - "VANUATU ISLANDS", - "SALTA PROVINCE", - "VANUATU ISLANDS", - "RUSSIA-MONGOLIA BORDER REGION", - "SULAWESI", - "SAN JUAN PROVINCE", - "PHILIPPINE ISLANDS REGION", - "SOUTH SHETLAND ISLANDS", - "WEST CHILE RISE", - "MINDANAO", - "BISMARCK SEA", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHWEST OF SUMATRA", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "NEAR EAST COAST OF HONSHU", - "VANUATU ISLANDS", - "TONGA ISLANDS REGION", - "SOUTHEAST OF LOYALTY ISLANDS", - "VANUATU ISLANDS", - "FIJI ISLANDS REGION", - "GREECE", - "OFF E. COAST OF N. ISLAND", - "VANUATU ISLANDS", - "KERMADEC ISLANDS", - "KERMADEC ISLANDS", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "OFF E. COAST OF N. ISLAND", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "OFF EAST COAST OF KAMCHATKA", - "NORTHERN ALGERIA", - "NORTHERN MID-ATLANTIC RIDGE", - "WEST OF MACQUARIE ISLAND", - "NEAR EAST COAST OF HONSHU", - "KERMADEC ISLANDS", - "FIJI ISLANDS REGION", - "EAST OF SOUTH SANDWICH ISLANDS", - "OFF E. COAST OF N. ISLAND", - "KERMADEC ISLANDS REGION", - "JAVA", - "CELEBES SEA", - "NEAR N COAST OF NEW GUINEA", - "OFF W COAST OF NORTHERN SUMATRA", - "FIJI ISLANDS REGION", - "FIJI ISLANDS REGION", - "NEAR N COAST OF NEW GUINEA", - "NORTHEASTERN INDIA", - "KERMADEC ISLANDS REGION", - "NEAR EAST COAST OF HONSHU", - "WEST OF MACQUARIE ISLAND", - "FIJI ISLANDS REGION", - "NEAR COAST OF GUATEMALA", - "MAURITIUS - REUNION REGION", - "SOUTH OF PANAMA", - "NEAR EAST COAST OF HONSHU", - "OFF W COAST OF NORTHERN SUMATRA", - "SOUTHERN EAST PACIFIC RISE", - "YUNNAN", - "QINGHAI", - "FIJI ISLANDS REGION", - "CENTRAL ALASKA", - "NORTHERN MOLUCCA SEA", - "KERMADEC ISLANDS", - "FIJI ISLANDS REGION", - "NEAR COAST OF CENTRAL CHILE", - "CALIFORNIA-NEVADA BORDER REGION", - "SOUTH OF PANAMA", - "BISMARCK SEA", - "SOUTH OF PANAMA", - "MINDORO", - "KERMADEC ISLANDS REGION", - "MINAHASSA PENINSULA", - "ALASKA PENINSULA", - "PERU-ECUADOR BORDER REGION", - "NICOBAR ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "ALASKA PENINSULA", - "HAITI REGION", - "SOUTH SANDWICH ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "VANUATU ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "KURIL ISLANDS", - "KERMADEC ISLANDS", - "FIJI ISLANDS REGION", - "NEAR COAST OF GUERRERO", - "CHILE-ARGENTINA BORDER REGION", - "KURIL ISLANDS", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF NICARAGUA", - "ANDREANOF ISLANDS", - "CRETE", - "EAST OF KURIL ISLANDS", - "SEA OF JAPAN", - "VANUATU ISLANDS REGION", - "MID-INDIAN RIDGE", - "SOUTH SANDWICH ISLANDS REGION", - "VANUATU ISLANDS REGION", - "HAWAII", - "ALASKA PENINSULA", - "CRETE", - "SOLOMON ISLANDS", - "VANUATU ISLANDS", - "SOUTH OF FIJI ISLANDS", - "TAIWAN", - "SOUTH SANDWICH ISLANDS REGION", - "OFF W COAST OF NORTHERN SUMATRA", - "SOUTHERN MOLUCCA SEA", - "NEAR COAST OF NICARAGUA", - "SOUTHEAST OF RYUKYU ISLANDS", - "SOUTHEAST OF RYUKYU ISLANDS", - "IRIAN JAYA REGION", - "SOUTHERN IRAN", - "SOUTHERN IRAN", - "SOUTH INDIAN OCEAN", - "NEW IRELAND REGION", - "SANTA CRUZ ISLANDS", - "MYANMAR-INDIA BORDER REGION", - "NORTHERN PERU", - "SOUTHEAST OF HONSHU", - "SOUTHEAST OF HONSHU", - "NEW IRELAND REGION", - "NEW IRELAND REGION", - "EASTER ISLAND REGION", - "NORTH OF HALMAHERA", - "RYUKYU ISLANDS", - "WEST OF MACQUARIE ISLAND", - "FLORES SEA", - "SOUTH SANDWICH ISLANDS REGION", - "PRINCE EDWARD ISLANDS REGION", - "FIJI ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "NEAR COAST OF NORTHERN CALIF.", - "OFF COAST OF JALISCO", - "FIJI ISLANDS REGION", - "BANDA SEA", - "VANUATU ISLANDS", - "TAIWAN REGION", - "BANDA SEA", - "NEAR COAST OF NICARAGUA", - "QINGHAI", - "SOUTH OF KERMADEC ISLANDS", - "NORTHERN MID-ATLANTIC RIDGE", - "CYPRUS REGION", - "FOX ISLANDS", - "FOX ISLANDS", - "SUNDA STRAIT", - "SOLOMON ISLANDS", - "SHIKOKU", - "TALAUD ISLANDS", - "FOX ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "FIJI ISLANDS REGION", - "SOUTH OF PANAMA", - "KERMADEC ISLANDS REGION", - "BANDA SEA", - "NORTHERN PERU", - "SOUTHEAST INDIAN RIDGE", - "CENTRAL MID-ATLANTIC RIDGE", - "SOUTH OF MARIANA ISLANDS", - "GUATEMALA", - "SOUTH OF FIJI ISLANDS", - "BALLENY ISLANDS REGION", - "JUJUY PROVINCE", - "NORTHERN SUMATRA", - "KERMADEC ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "FIJI ISLANDS REGION", - "LUZON", - "LUZON", - "SOUTHERN SUMATRA", - "NEAR EAST COAST OF HONSHU", - "NEAR EAST COAST OF HONSHU", - "SOUTH OF FIJI ISLANDS", - "KERMADEC ISLANDS REGION", - "NORTHERN MID-ATLANTIC RIDGE", - "TAIWAN", - "VANUATU ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "NEW BRITAIN REGION", - "VANUATU ISLANDS", - "MINDANAO", - "MINDANAO", - "NEAR COAST OF NICARAGUA", - "BISMARCK SEA", - "PHILIPPINE ISLANDS REGION", - "TAIWAN REGION", - "BISMARCK SEA", - "JUJUY PROVINCE", - "MACQUARIE ISLAND REGION", - "LUZON", - "SOUTH OF FIJI ISLANDS", - 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timelatitudelongitudedepthmagnitudedescriptionmarker_sizemagnitude bin
02010-07-02 06:04:03.570-13.6098166.65410.034406.3VANUATU ISLANDS544.06.0
11122017-08-31 17:06:55.750-1.159099.68810.043146.3SOUTHERN SUMATRA544.06.0
11112017-08-27 04:17:51.010-1.4513148.08030.008006.3ADMIRALTY ISLANDS REGION544.06.0
11102017-08-19 02:00:52.550-17.9609-178.84060.544006.4FIJI ISLANDS REGION601.06.0
11082017-08-13 03:08:10.560-3.7682101.62280.031006.4SOUTHERN SUMATRA601.06.0
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" - ], - "text/plain": [ - " time latitude longitude depth magnitude \\\n", - "0 2010-07-02 06:04:03.570 -13.6098 166.6541 0.03440 6.3 \n", - "1112 2017-08-31 17:06:55.750 -1.1590 99.6881 0.04314 6.3 \n", - "1111 2017-08-27 04:17:51.010 -1.4513 148.0803 0.00800 6.3 \n", - "1110 2017-08-19 02:00:52.550 -17.9609 -178.8406 0.54400 6.4 \n", - "1108 2017-08-13 03:08:10.560 -3.7682 101.6228 0.03100 6.4 \n", - "\n", - " description marker_size magnitude bin \n", - "0 VANUATU ISLANDS 544.0 6.0 \n", - "1112 SOUTHERN SUMATRA 544.0 6.0 \n", - "1111 ADMIRALTY ISLANDS REGION 544.0 6.0 \n", - "1110 FIJI ISLANDS REGION 601.0 6.0 \n", - "1108 SOUTHERN SUMATRA 601.0 6.0 " - ] + "scene": { + "xaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "yaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "zaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + } }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "quakes2plot=quake.sort_values(by='magnitude bin')\n", - "\n", - "quakes2plot.head()" - ] - }, - { - "cell_type": "markdown", - "id": "dcf7472d", - "metadata": {}, - "source": [ - "Now we will plot again using Plotly" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "c21ce4ea", - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "config": { - "plotlyServerURL": "https://plot.ly" - }, - "data": [ - { - "customdata": [ - [ - "VANUATU ISLANDS", - 6.3, - 0.0344 - ], - [ - "SOUTHERN SUMATRA", - 6.3, - 0.04314 - ], - [ - "ADMIRALTY ISLANDS REGION", - 6.3, - 0.008 - ], - [ - "FIJI ISLANDS REGION", - 6.4, - 0.544 - ], - [ - "SOUTHERN SUMATRA", - 6.4, - 0.031 - ], - [ - "MINDORO", - 6.2, - 0.172 - ], - [ - "NORTHERN XINJIANG", - 6.3, - 0.02 - ], - [ - "NORTH ATLANTIC OCEAN", - 6, - 0.01 - ], - [ - "SOUTHEAST OF RYUKYU ISLANDS", - 6, - 0.012 - ], - [ - "NORTH KOREA", - 6.3, - 0 - ], - [ - "MAURITIUS - REUNION REGION", - 6, - 0.01 - ], - [ - "KOMANDORSKIYE OSTROVA REGION", - 6.3, - 0.01 - ], - [ - "NEW IRELAND REGION", - 6.4, - 0.03478 - ], - [ - "NEAR COAST OF ECUADOR", - 6, - 0.013 - ], - [ - "KERMADEC ISLANDS REGION", - 6, - 0.41461000000000003 - ], - [ - "KERMADEC ISLANDS", - 6, - 0.019 - ], - [ - "FIJI ISLANDS REGION", - 6.2, - 0.038270000000000005 - ], - [ - "SOUTH OF FIJI ISLANDS", - 6.1, - 0.511 - ], - [ - "KERMADEC ISLANDS", - 6, - 0.034 - ], - [ - "NEAR COAST OF PERU", - 6.4, - 0.04492 - ], - [ - "SOUTH SANDWICH ISLANDS REGION", - 6, - 0.035 - ], - [ - "BONIN ISLANDS", - 6.1, - 0.451 - ], - [ - "AUCKLAND ISLANDS", - 6.1, - 0.01 - ], - [ - "NEW IRELAND REGION", - 6, - 0.052 - ], - [ - "SAMOA ISLANDS REGION", - 6, - 0.006 - ], - [ - "LOYALTY ISLANDS", - 6, - 0.01 - ], - [ - "LOYALTY ISLANDS", - 6.3, - 0.004 - ], - [ - "EASTERN XIZANG-INDIA BORDER REG.", - 6.4, - 0.008 - ], - [ - "ASCENSION ISLAND REGION", - 6.1, - 0.01 - ], - [ - "SOUTHEAST OF HONSHU", - 6, - 0.012 - ], - [ - "LOYALTY ISLANDS", - 6, - 0.01 - ], - [ - "LOYALTY ISLANDS", - 6.1, - 0.01 - ], - [ - "SERAM", - 6.1, - 0.01847 - ], - [ - "TONGA ISLANDS", - 6.1, - 0.01 - ], - [ - "NORTHERN CHILE", - 6.3, - 0.08243 - ], - [ - "BALLENY ISLANDS REGION", - 6.3, - 0.01 - ], - [ - "TONGA ISLANDS", - 6.1, - 0.01 - ], - [ - "OFF EAST COAST OF HONSHU", - 6.2, - 0.009 - ], - [ - "SOUTH OF FIJI ISLANDS", - 6.4, - 0.09806999999999999 - ], - [ - "OAXACA", - 6.1, - 0.00962 - ], - [ - "VANUATU ISLANDS", - 6.4, - 0.197 - ], - [ - "OFF EAST COAST OF HONSHU", - 6.1, - 0.011 - ], - [ - "AEGEAN SEA", - 6.3, - 0.012 - ], - [ - "NEGROS", - 6, - 0.533 - ], - [ - "NEW BRITAIN REGION", - 6.2, - 0.01 - ], - [ - "OFF COAST OF CENTRAL AMERICA", - 6.2, - 0.01 - ], - [ - "W. 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depth=%{customdata[2]}", - "hovertext": [ - "VANUATU ISLANDS", - "SOUTHERN SUMATRA", - "ADMIRALTY ISLANDS REGION", - "FIJI ISLANDS REGION", - "SOUTHERN SUMATRA", - "MINDORO", - "NORTHERN XINJIANG", - "NORTH ATLANTIC OCEAN", - "SOUTHEAST OF RYUKYU ISLANDS", - "NORTH KOREA", - "MAURITIUS - REUNION REGION", - "KOMANDORSKIYE OSTROVA REGION", - "NEW IRELAND REGION", - "NEAR COAST OF ECUADOR", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS", - "FIJI ISLANDS REGION", - "SOUTH OF FIJI ISLANDS", - "KERMADEC ISLANDS", - "NEAR COAST OF PERU", - "SOUTH SANDWICH ISLANDS REGION", - "BONIN ISLANDS", - "AUCKLAND ISLANDS", - "NEW IRELAND REGION", - "SAMOA ISLANDS REGION", - "LOYALTY ISLANDS", - "LOYALTY ISLANDS", - "EASTERN XIZANG-INDIA BORDER REG.", - "ASCENSION ISLAND REGION", - "SOUTHEAST OF HONSHU", - "LOYALTY ISLANDS", - "LOYALTY ISLANDS", - "SERAM", - "TONGA ISLANDS", - "NORTHERN CHILE", - "BALLENY ISLANDS REGION", - "TONGA ISLANDS", - "OFF EAST COAST OF HONSHU", - "SOUTH OF FIJI ISLANDS", - "OAXACA", - "VANUATU ISLANDS", - "OFF EAST COAST OF HONSHU", - "AEGEAN SEA", - "NEGROS", - "NEW BRITAIN REGION", - "OFF COAST OF CENTRAL AMERICA", - "W. CAROLINE ISLANDS", - "SOLOMON ISLANDS", - "NEW IRELAND REGION", - "MARIANA ISLANDS REGION", - "SOLOMON ISLANDS", - "BANDA SEA", - "NEAR ISLANDS", - "SOUTHERN PERU", - "SAN JUAN PROVINCE", - "SOUTH ISLAND", - "SOUTH ISLAND", - "NEAR EAST COAST OF HONSHU", - "CHILE-ARGENTINA BORDER REGION", - "CENTRAL ITALY", - "TONGA ISLANDS", - "WESTERN HONSHU", - "NEW BRITAIN REGION", - "TONGA ISLANDS", - "MINDANAO", - "PERU-BRAZIL BORDER REGION", - "NORTHERN AND CENTRAL IRAN", - "SOLOMON ISLANDS", - "SUMBAWA REGION", - "RYUKYU ISLANDS", - "ANDREANOF ISLANDS", - "TAJIKISTAN", - "SOUTHEASTERN ALASKA", - "SOUTHEASTERN ALASKA", - "OFF COAST OF CENTRAL CHILE", - "FIJI ISLANDS REGION", - "CHILE-ARGENTINA BORDER REGION", - "NORTHERN AND CENTRAL IRAN", - "NEAR ISLANDS", - "SOLOMON ISLANDS", - "NICOBAR ISLANDS", - "NEW BRITAIN REGION", - "SOLOMON ISLANDS", - "JUJUY PROVINCE", - "SOUTHWESTERN PAKISTAN", - "SOLOMON ISLANDS", - "QUEEN ELIZABETH ISLANDS", - "SOUTH OF FIJI ISLANDS", - "NEW IRELAND REGION", - "OFF EAST COAST OF HONSHU", - "EASTERN NEW GUINEA REG.", - "W. CAROLINE ISLANDS", - "MINAHASSA PENINSULA", - "SOUTHWEST INDIAN RIDGE", - "SOUTHEAST OF LOYALTY ISLANDS", - "MINDANAO", - "ECUADOR", - "MARIANA ISLANDS", - "TIMOR REGION", - "WESTERN IRAN", - "SUMBA REGION", - "ANDREANOF ISLANDS", - "SUMBAWA REGION", - "FIJI ISLANDS REGION", - "COSTA RICA", - "VOLCANO ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "NORTHERN ALASKA", - "NORTHERN ALASKA", - "SUMBAWA REGION", - "OFF COAST OF OREGON", - "KURIL ISLANDS", - "BALI SEA", - "NEW BRITAIN REGION", - "PACIFIC-ANTARCTIC RIDGE", - "SOUTHEAST OF LOYALTY ISLANDS", - "BANDA SEA", - "IRAN-IRAQ BORDER REGION", - "CARIBBEAN SEA", - "SOLOMON ISLANDS", - "SOUTHERN EAST PACIFIC RISE", - "SOUTH SANDWICH ISLANDS REGION", - "NEAR EAST COAST OF KAMCHATKA", - "NORTH ATLANTIC OCEAN", - "TONGA ISLANDS", - "MINDANAO", - "NORTHERN CHILE", - "NORTH ISLAND", - "DRAKE PASSAGE", - "OFF COAST OF CENTRAL AMERICA", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "NEW BRITAIN REGION", - "FLORES SEA", - "NEW BRITAIN REGION", - "SANTA CRUZ ISLANDS", - "EASTERN GULF OF ADEN", - "CERAM SEA", - "NEW GUINEA", - "SOUTH OF MARIANA ISLANDS", - "TAIWAN", - "TAIWAN", - "PACIFIC-ANTARCTIC RIDGE", - "FIJI ISLANDS REGION", - "HINDU KUSH REGION", - "NEAR N COAST OF NEW GUINEA", - "KOMANDORSKIYE OSTROVA REGION", - "HOKKAIDO", - "JAVA", - "NORTHERN CHILE", - "GULF OF CALIFORNIA", - "MYANMAR", - "NORTHERN AND CENTRAL IRAN", - "NORTHERN AND CENTRAL IRAN", - "W. CAROLINE ISLANDS", - "W. CAROLINE ISLANDS", - "NEW GUINEA", - "NEAR COAST OF ECUADOR", - "WEST OF MACQUARIE ISLAND", - "NEW GUINEA", - "EASTERN GULF OF ADEN", - "VANUATU ISLANDS", - "KERMADEC ISLANDS", - "NEAR EAST COAST OF KAMCHATKA", - "VANUATU ISLANDS", - "SOUTH OF KERMADEC ISLANDS", - "AFGHANISTAN-TAJIKISTAN BORD REG.", - "NEW BRITAIN REGION", - "LUZON", - "EASTER ISLAND REGION", - "PRINCE EDWARD ISLANDS REGION", - "NORTHERN MOLUCCA SEA", - "NEAR COAST OF CENTRAL CHILE", - "NEW GUINEA", - "MINDANAO", - "SOUTH OF FIJI ISLANDS", - "BANDA SEA", - "SOUTHEAST INDIAN RIDGE", - "NEW BRITAIN REGION", - "NEW GUINEA", - "IRIAN JAYA", - "SOUTHEAST OF HONSHU", - "SOLOMON ISLANDS", - "NEW BRITAIN REGION", - "FIJI ISLANDS REGION", - "NEAR COAST OF CENTRAL CHILE", - "FIJI ISLANDS REGION", - "SAMOA ISLANDS REGION", - "NORTHERN CHILE", - "HOKKAIDO", - "BORNEO", - "SOUTHERN XINJIANG", - "SOUTHEAST OF HONSHU", - "TONGA ISLANDS", - "SOUTHERN MID-ATLANTIC RIDGE", - "TONGA ISLANDS", - "SOUTHERN SUMATRA", - "NEPAL", - "MOROCCO", - "NEW BRITAIN REGION", - "FIJI ISLANDS REGION", - "TONGA ISLANDS", - "LEYTE", - "EAST OF KURIL ISLANDS", - "SOUTHERN ALASKA", - "OFF COAST OF CENTRAL CHILE", - "OFF COAST OF CENTRAL CHILE", - "NORTHERN MID-ATLANTIC RIDGE", - "OFF COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "NEW BRITAIN REGION", - "NORTHERN MOLUCCA SEA", - "NORTHERN MOLUCCA SEA", - "FOX ISLANDS", - "SOUTH OF KERMADEC ISLANDS", - "SOUTH OF FIJI ISLANDS", - "SOUTHEAST OF HONSHU", - "KERMADEC ISLANDS REGION", - "SOLOMON ISLANDS", - "MID-INDIAN RIDGE", - "SOUTH OF FIJI ISLANDS", - "NEPAL", - "QUEEN CHARLOTTE ISLANDS REGION", - "SOUTH ISLAND", - "SANTA CRUZ ISLANDS", - "MENDOZA PROVINCE", - "ADMIRALTY ISLANDS REGION", - "SOUTHEAST OF LOYALTY ISLANDS", - "FIJI ISLANDS REGION", - "SOUTHEAST OF EASTER ISLAND", - "FIJI ISLANDS REGION", - "MINDANAO", - "SOUTH OF PANAMA", - "SOUTH OF PANAMA", - "NORTHERN MOLUCCA SEA", - "NEAR EAST COAST OF HONSHU", - "PHILIPPINE ISLANDS REGION", - "TAIWAN REGION", - "NEAR COAST OF GUATEMALA", - "BANDA SEA", - "SOUTH OF PANAMA", - "EASTERN HONSHU", - "SICHUAN", - "PRINCE EDWARD ISLANDS REGION", - "TAIWAN REGION", - "OFF COAST OF CENTRAL CHILE", - "SOUTH SANDWICH ISLANDS REGION", - "VANUATU ISLANDS", - "TAIWAN REGION", - "TAIWAN REGION", - "CRETE", - "TONGA ISLANDS", - "NEW BRITAIN REGION", - "SAMOA ISLANDS REGION", - "SAMOA ISLANDS REGION", - "SAMOA ISLANDS REGION", - "NORTHERN CHILE", - "FIJI ISLANDS REGION", - "NEAR COAST OF CENTRAL CHILE", - "NORTHERN MOLUCCA SEA", - "MINAHASSA PENINSULA", - "NORTHERN COLOMBIA", - "MID-INDIAN RIDGE", - "SOUTHERN SUMATRA", - "OFF COAST OF JALISCO", - "OFF EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "SANTA CRUZ ISLANDS REGION", - "NEAR NORTH COAST OF IRIAN JAYA", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "LOYALTY ISLANDS", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "SOLOMON ISLANDS", - "NICARAGUA", - "SOUTH OF SUMBAWA", - "NORTHERN MOLUCCA SEA", - "OFF COAST OF JALISCO", - "NORTHERN MID-ATLANTIC RIDGE", - "KERMADEC ISLANDS", - "TAIWAN REGION", - "FIJI ISLANDS REGION", - "NORTHERN TERRITORY", - "NEAR COAST OF CHIAPAS", - "NEAR COAST OF CHIAPAS", - "NEAR COAST OF ECUADOR", - "NEAR COAST OF ECUADOR", - "NEAR COAST OF ECUADOR", - "BANDA SEA", - "NEW IRELAND REGION", - "TAJIKISTAN-XINJIANG BORDER REG.", - "VANUATU ISLANDS", - "NORTHERN COLOMBIA", - "NORTHERN PERU", - "MACQUARIE ISLAND REGION", - "KOMANDORSKIYE OSTROVA REGION", - "OFF E. COAST OF N. ISLAND", - "CENTRAL ITALY", - "FLORES SEA", - "SOUTH GEORGIA ISLAND REGION", - "OFF EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "SOUTH OF FIJI ISLANDS", - "VOLCANO ISLANDS", - "JUJUY PROVINCE", - "ADMIRALTY ISLANDS REGION", - "NEAR COAST OF NORTHERN CHILE", - "VANUATU ISLANDS", - "KERMADEC ISLANDS REGION", - "NEAR COAST OF ECUADOR", - "TONGA ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "OFF COAST OF CHIAPAS", - "VANUATU ISLANDS", - "KYUSHU", - "AFGHANISTAN-TAJIKISTAN BORD REG.", - "SOUTHERN EAST PACIFIC RISE", - "BORNEO", - "VANUATU ISLANDS", - "FIJI ISLANDS REGION", - "NEAR COAST OF NORTHERN CHILE", - "MARIANA ISLANDS", - "SOUTHEASTERN AFGHANISTAN", - "OFF COAST OF CENTRAL CHILE", - "PRINCE EDWARD ISLANDS REGION", - "PRINCE EDWARD ISLANDS REGION", - "BOUVET ISLAND REGION", - "TONGA ISLANDS", - "EAST OF KURIL ISLANDS", - "EAST OF KURIL ISLANDS", - "PACIFIC-ANTARCTIC RIDGE", - "JUJUY PROVINCE", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "WESTERN INDIAN-ANTARCTIC RIDGE", - "NEAR COAST OF CENTRAL CHILE", - "PACIFIC-ANTARCTIC RIDGE", - "SOUTHERN BOLIVIA", - "KYUSHU", - "MINDANAO", - "JAVA", - "ALASKA PENINSULA", - "NEAR N COAST OF NEW GUINEA", - "NEAR EAST COAST OF KAMCHATKA", - "LEEWARD ISLANDS", - "ANDREANOF ISLANDS", - "ANDREANOF ISLANDS", - "WESTERN INDIAN-ANTARCTIC RIDGE", - "HALMAHERA", - "SOUTHERN EAST PACIFIC RISE", - "SUMBA REGION", - "NEAR COAST OF CENTRAL CHILE", - "SOLOMON ISLANDS", - "TAIWAN", - "KERMADEC ISLANDS REGION", - "BALLENY ISLANDS REGION", - "STRAIT OF GIBRALTAR", - "HOKKAIDO", - "FIJI ISLANDS REGION", - "SOUTHEAST OF EASTER ISLAND", - "TONGA ISLANDS", - "NEAR N COAST OF NEW GUINEA", - "CELEBES SEA", - "JAVA", - "KERMADEC ISLANDS REGION", - "OFF E. COAST OF N. ISLAND", - "FIJI ISLANDS REGION", - "WEST OF MACQUARIE ISLAND", - "NORTHERN MID-ATLANTIC RIDGE", - "OFF W COAST OF NORTHERN SUMATRA", - "NORTHERN ALGERIA", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "OFF E. COAST OF N. ISLAND", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "FIJI ISLANDS REGION", - "NEAR N COAST OF NEW GUINEA", - "NORTHEASTERN INDIA", - "SOUTH SANDWICH ISLANDS REGION", - "NICOBAR ISLANDS", - "PERU-ECUADOR BORDER REGION", - "MINAHASSA PENINSULA", - "KERMADEC ISLANDS REGION", - "BISMARCK SEA", - "SOUTH OF PANAMA", - "CALIFORNIA-NEVADA BORDER REGION", - "NEAR COAST OF CENTRAL CHILE", - "FIJI ISLANDS REGION", - "NORTHERN MOLUCCA SEA", - "CENTRAL ALASKA", - "YUNNAN", - "NEAR EAST COAST OF HONSHU", - "SOUTH OF PANAMA", - "NEAR COAST OF GUATEMALA", - "FIJI ISLANDS REGION", - "WEST OF MACQUARIE ISLAND", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "VANUATU ISLANDS", - "GREECE", - "W. CAROLINE ISLANDS", - "NEAR EAST COAST OF HONSHU", - "MINDANAO", - "CHILE-BOLIVIA BORDER REGION", - "TAIWAN REGION", - "NORTHERN CHILE", - "BALLENY ISLANDS REGION", - "FOX ISLANDS", - "CHILE-ARGENTINA BORDER REGION", - "PRIMOR'YE", - "OFF COAST OF CENTRAL CHILE", - "MINDANAO", - "FIJI ISLANDS REGION", - "TONGA ISLANDS", - "SOUTH SHETLAND ISLANDS", - "OFF COAST OF SOUTHERN CHILE", - "SOUTH OF FIJI ISLANDS", - "EASTERN NEW GUINEA REG.", - "FIJI ISLANDS REGION", - "MINDORO", - "SOUTH SANDWICH ISLANDS REGION", - "NORTHWESTERN BALKAN REGION", - "KERMADEC ISLANDS REGION", - "FIJI ISLANDS REGION", - "VANUATU ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "VANUATU ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHWEST OF SUMATRA", - "SOUTHEAST OF LOYALTY ISLANDS", - "BISMARCK SEA", - "MINDANAO", - "SAN JUAN PROVINCE", - "SULAWESI", - "VANUATU ISLANDS", - "SALTA PROVINCE", - "VANUATU ISLANDS", - "KERMADEC ISLANDS", - "MINAHASSA PENINSULA", - "ANDREANOF ISLANDS", - "NEW BRITAIN REGION", - "SOUTH SANDWICH ISLANDS REGION", - "KURIL ISLANDS", - "LUZON", - "FIJI ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "NORTHERN SUMATRA", - "JUJUY PROVINCE", - "BALLENY ISLANDS REGION", - "GUATEMALA", - "SOUTH OF MARIANA ISLANDS", - "NEAR EAST COAST OF HONSHU", - "CENTRAL MID-ATLANTIC RIDGE", - "BANDA SEA", - "SOUTH OF PANAMA", - "FIJI ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "FOX ISLANDS", - "TALAUD ISLANDS", - "SHIKOKU", - "SOLOMON ISLANDS", - "SOUTHEAST INDIAN RIDGE", - "SOUTH OF FIJI ISLANDS", - "KERMADEC ISLANDS REGION", - "VANUATU ISLANDS", - "RAT ISLANDS", - "WEST OF MACQUARIE ISLAND", - "TONGA ISLANDS", - "TIMOR REGION", - "SOUTHERN EAST PACIFIC RISE", - "OFF EAST COAST OF HONSHU", - "SOUTH OF FIJI ISLANDS", - "LUZON", - "BISMARCK SEA", - "TAIWAN REGION", - "PHILIPPINE ISLANDS REGION", - "BISMARCK SEA", - "MINDANAO", - "MINDANAO", - "VANUATU ISLANDS", - "NEW BRITAIN REGION", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "NORTHERN MID-ATLANTIC RIDGE", - "SOUTH OF KERMADEC ISLANDS", - "NEAR COAST OF NICARAGUA", - "BANDA SEA", - "SOUTHERN MOLUCCA SEA", - "OFF W COAST OF NORTHERN SUMATRA", - "SOUTH SANDWICH ISLANDS REGION", - "TAIWAN", - "SOUTH OF FIJI ISLANDS", - "VANUATU ISLANDS", - "SOLOMON ISLANDS", - "CRETE", - "HAWAII", - "SOUTH SANDWICH ISLANDS REGION", - "MID-INDIAN RIDGE", - "SEA OF JAPAN", - "CRETE", - "ANDREANOF ISLANDS", - "NEAR COAST OF CENTRAL CHILE", - "KURIL ISLANDS", - "CHILE-ARGENTINA BORDER REGION", - "FIJI ISLANDS REGION", - "KERMADEC ISLANDS", - "NEAR COAST OF NICARAGUA", - "SOUTH SANDWICH ISLANDS REGION", - "IRIAN JAYA REGION", - "SOUTHERN IRAN", - "TAIWAN REGION", - "VANUATU ISLANDS", - "FIJI ISLANDS REGION", - "OFF COAST OF JALISCO", - "NEAR COAST OF NORTHERN CALIF.", - "SOUTH SANDWICH ISLANDS REGION", - "FIJI ISLANDS", - "PRINCE EDWARD ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "RYUKYU ISLANDS", - "NORTH OF HALMAHERA", - "EASTER ISLAND REGION", - "NEW IRELAND REGION", - "NEW IRELAND REGION", - "SOUTHEAST OF HONSHU", - "MYANMAR-INDIA BORDER REGION", - "SANTA CRUZ ISLANDS", - "NEW IRELAND REGION", - "SOUTH INDIAN OCEAN", - "SOUTHERN IRAN", - "VANUATU ISLANDS", - "TONGA ISLANDS", - "FIJI ISLANDS", - "CENTRAL CALIFORNIA", - "QUEEN CHARLOTTE ISLANDS REGION", - "VANUATU ISLANDS", - "MARIANA ISLANDS", - "KERMADEC ISLANDS REGION", - "PANAMA-COSTA RICA BORDER REGION", - "KOMANDORSKIYE OSTROVA REGION", - "KOMANDORSKIYE OSTROVA REGION", - "SOLOMON ISLANDS", - "IRIAN JAYA", - "IRIAN JAYA", - "KERMADEC ISLANDS", - "NEAR WEST COAST OF HONSHU", - "KERMADEC ISLANDS", - "KERMADEC ISLANDS REGION", - "TONGA ISLANDS", - "OFF COAST OF CENTRAL CHILE", - "SOUTHEAST OF HONSHU", - "KERMADEC ISLANDS", - "NORTHWEST OF RYUKYU ISLANDS", - "NEW BRITAIN REGION", - "BALLENY ISLANDS REGION", - "NEAR COAST OF CENTRAL CHILE", - "SOUTH SANDWICH ISLANDS REGION", - "NORTH OF ASCENSION ISLAND", - "VANUATU ISLANDS", - "MINDANAO", - "MINDANAO", - "KERMADEC ISLANDS", - "CENTRAL CHILE", - "SOUTHWEST INDIAN RIDGE", - "MONA PASSAGE", - "JAVA", - "OFF COAST OF OREGON", - "VANUATU ISLANDS", - "WESTERN INDIAN-ANTARCTIC RIDGE", - "SANTA CRUZ ISLANDS", - "NEAR EAST COAST OF HONSHU", - "SOUTHERN EAST PACIFIC RISE", - "NEAR S. COAST OF HONSHU", - "PHILIPPINE ISLANDS REGION", - "TONGA ISLANDS", - "MINDANAO", - "FIJI ISLANDS REGION", - "ANDREANOF ISLANDS", - "CENTRAL BOLIVIA", - "D'ENTRECASTEAUX ISLANDS REGION", - "FIJI ISLANDS REGION", - "PHILIPPINE ISLANDS REGION", - "SOUTH OF KERMADEC ISLANDS", - "NEW IRELAND REGION", - "NORTHERN MID-ATLANTIC RIDGE", - "MARIANA ISLANDS", - "SOUTHERN SUMATRA", - "SOUTHERN SUMATRA", - "FIJI ISLANDS REGION", - "SOLOMON ISLANDS", - "SUMBA REGION", - "SUMBA REGION", - "VANUATU ISLANDS", - "BISMARCK SEA", - "KYUSHU", - "ALASKA PENINSULA", - "KOMANDORSKIYE OSTROVA REGION", - "VANUATU ISLANDS", - "EAST OF SOUTH SANDWICH ISLANDS", - "COLOMBIA", - "EAST OF KURIL ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "PANAMA-COSTA RICA BORDER REGION", - "KYUSHU", - "SOLOMON ISLANDS", - "CARLSBERG RIDGE", - "SOUTH OF FIJI ISLANDS", - "SAMAR", - "SOUTH SANDWICH ISLANDS REGION", - "LUZON", - "TAIWAN", - "OFF EAST COAST OF HONSHU", - "BANDA SEA", - "SOUTH SANDWICH ISLANDS REGION", - "RAT ISLANDS", - "MAURITIUS - REUNION REGION", - "NEAR COAST OF ECUADOR", - "NEW BRITAIN REGION", - "NORTHERN MOLUCCA SEA", - "SOUTH OF AFRICA", - "VANUATU ISLANDS", - "TONGA ISLANDS", - "SAMOA ISLANDS REGION", - "ANDAMAN ISLANDS", - "W. CAROLINE ISLANDS", - "XIZANG", - "MINAHASSA PENINSULA", - "ICELAND REGION", - "MARIANA ISLANDS", - "SOUTHERN MID-ATLANTIC RIDGE", - "FIJI ISLANDS REGION", - "HALMAHERA", - "SOUTHERN PERU", - "VANUATU ISLANDS", - "OFF COAST OF CENTRAL MEXICO", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "NEAR EAST COAST OF HONSHU", - "NORTH OF HONDURAS", - "KERMADEC ISLANDS REGION", - "SOUTH OF FIJI ISLANDS", - "SOUTH OF ALASKA", - "XIZANG", - "SOUTH SANDWICH ISLANDS REGION", - "KAMCHATKA PENINSULA", - "NEAR EAST COAST OF HONSHU", - "NORTHERN CHILE", - "VANUATU ISLANDS", - "MINDANAO", - "VANUATU ISLANDS", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "CHAGOS ARCHIPELAGO REGION", - "NEW BRITAIN REGION", - "NEW BRITAIN REGION", - "COSTA RICA", - "ASCENSION ISLAND REGION", - "TANZANIA", - "PRINCE EDWARD ISLANDS REGION", - "VANUATU ISLANDS", - "BISMARCK SEA", - "MINDANAO", - "ALASKA PENINSULA", - "MID-INDIAN RIDGE", - "NORTHERN MOLUCCA SEA", - "MINDANAO", - "CENTRAL EAST PACIFIC RISE", - "VANCOUVER ISLAND", - "COLOMBIA", - "SANTIAGO DEL ESTERO PROV.", - "VANCOUVER ISLAND", - "VANCOUVER ISLAND", - "HINDU KUSH REGION", - "VANUATU ISLANDS", - "TONGA ISLANDS", - "VANUATU ISLANDS", - "NEAR COAST OF NORTHERN CHILE", - "ANDREANOF ISLANDS", - "CRETE", - "ALBANIA", - "ANDREANOF ISLANDS", - "IRIAN JAYA REGION", - "LAOS", - "SEA OF OKHOTSK", - "OFF COAST OF CHIAPAS", - "NORTHERN MOLUCCA SEA", - "SOUTHERN EAST PACIFIC RISE", - "VANUATU ISLANDS", - "NORTHERN SUMATRA", - "NEW BRITAIN REGION", - "SOUTH OF BALI", - "VANUATU ISLANDS", - "SAMOA ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "TURKEY-IRAN BORDER REGION", - "NEW BRITAIN REGION", - "SOUTH SANDWICH ISLANDS REGION", - "MINDANAO", - "JAVA", - "SOLOMON ISLANDS", - "NORTH OF HONDURAS", - "SOLOMON ISLANDS", - "ANDREANOF ISLANDS", - "ANDREANOF ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "MINAHASSA PENINSULA", - "SOUTHERN XINJIANG", - "NEAR NORTH COAST OF IRIAN JAYA", - "EASTERN SIBERIA", - "PUERTO RICO REGION", - "MID-INDIAN RIDGE", - "BANDA SEA", - "PHILIPPINE ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "EAST OF KURIL ISLANDS", - "VANUATU ISLANDS REGION", - "GUATEMALA", - "TAIWAN", - "OFF EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "SOUTH OF PANAMA", - "E. RUSSIA-N.E. CHINA BORDER REG.", - "SULAWESI", - "SOUTHERN IRAN", - "VANUATU ISLANDS", - "NEAR EAST COAST OF HONSHU", - "NEAR EAST COAST OF HONSHU", - "EAST OF KURIL ISLANDS", - "BANDA SEA", - "KURIL ISLANDS", - "TONGA ISLANDS", - "FIJI ISLANDS REGION", - "OFF EAST COAST OF KAMCHATKA", - "OFF EAST COAST OF KAMCHATKA", - "OFF COAST OF SOUTHERN CHILE", - "NEAR EAST COAST OF HONSHU", - "COSTA RICA", - "KYUSHU", - "NEAR EAST COAST OF HONSHU", - "SOUTHERN IRAN", - "KERMADEC ISLANDS REGION", - "OFF EAST COAST OF HONSHU", - "MICHOACAN", - "SOUTHEAST OF HONSHU", - "TONGA ISLANDS", - "CRETE", - "NEAR EAST COAST OF HONSHU", - "CENTRAL MID-ATLANTIC RIDGE", - "MINAHASSA PENINSULA", - "TAJIKISTAN", - "PACIFIC-ANTARCTIC RIDGE", - "NORTHERN SUMATRA", - "LAKE ISSYK-KUL REGION", - "ALASKA PENINSULA", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "OFF COAST OF CENTRAL CHILE", - "SANTA CRUZ ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "SANTA CRUZ ISLANDS REGION", - "SANTA CRUZ ISLANDS", - "KURIL ISLANDS", - "NEAR COAST OF CENTRAL CHILE", - "OFF EAST COAST OF HONSHU", - "SANTIAGO DEL ESTERO PROV.", - "MINDANAO", - "WEST OF MACQUARIE ISLAND", - "HINDU KUSH REGION", - "SOUTH ISLAND", - "NORTHERN MOLUCCA SEA", - "NEW BRITAIN REGION", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "SANTA CRUZ ISLANDS", - "IRIAN JAYA REGION", - "SANTA CRUZ ISLANDS", - "NEAR EAST COAST OF HONSHU", - "FIJI ISLANDS REGION", - "TAIWAN", - "NEAR EAST COAST OF HONSHU", - "EASTERN HONSHU", - "NEAR EAST COAST OF HONSHU", - "NEGROS", - "SOUTHWEST INDIAN RIDGE", - "NEAR COAST OF GUERRERO", - "KERMADEC ISLANDS REGION", - "ANDREANOF ISLANDS", - "NEAR EAST COAST OF HONSHU", - "QUEEN CHARLOTTE ISLANDS REGION", - "OFF EAST COAST OF HONSHU", - "NEAR EAST COAST OF HONSHU", - "NEAR EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "QUEEN CHARLOTTE ISLANDS REGION", - "OFF EAST COAST OF HONSHU", - "NEAR EAST COAST OF HONSHU", - "NEAR EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "NEAR EAST COAST OF HONSHU", - "FLORES SEA", - "ANDREANOF ISLANDS", - "OFF EAST COAST OF HONSHU", - "NEAR COAST OF NORTHERN PERU", - "CENTRAL EAST PACIFIC RISE", - "NEAR EAST COAST OF HONSHU", - "PHILIPPINE ISLANDS REGION", - "NORTHERN MID-ATLANTIC RIDGE", - "NEAR EAST COAST OF HONSHU", - "ANDREANOF ISLANDS", - "NEAR EAST COAST OF HONSHU", - "NEAR COAST OF CHIAPAS", - "KERMADEC ISLANDS REGION", - "NEAR WEST COAST OF HONSHU", - "BANDA SEA", - "SOUTHERN SUMATRA", - "SOLOMON ISLANDS", - "NORTHERN SUMATRA", - "NEAR EAST COAST OF HONSHU", - "CRETE", - "OFF EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "NEAR COAST OF NICARAGUA", - "SOUTH OF KERMADEC ISLANDS", - "NEAR EAST COAST OF HONSHU", - "FIJI ISLANDS REGION", - "NEAR EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "SANTA CRUZ ISLANDS", - "CRETE", - "SOLOMON ISLANDS", - "PHILIPPINE ISLANDS REGION", - "VANUATU ISLANDS", - "NEAR EAST COAST OF HONSHU", - "TONGA ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "NEAR EAST COAST OF HONSHU", - "NEAR EAST COAST OF HONSHU", - "VANUATU ISLANDS", - "NEAR EAST COAST OF HONSHU", - "SOUTH OF FIJI ISLANDS", - "GANSU", - "OFF EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "EASTERN HONSHU", - "SOUTHERN PERU", - "OFF EAST COAST OF HONSHU", - "PRINCE EDWARD ISLANDS REGION", - "NEW IRELAND REGION", - "NEAR ISLANDS", - "OFF W. COAST OF BAJA CALIFORNIA", - "NORTHERN ITALY", - "NEAR COAST OF NORTHERN CHILE", - "LUZON", - "OFF EAST COAST OF HONSHU", - "HOKKAIDO", - "WESTERN INDIAN-ANTARCTIC RIDGE", - "GREENLAND SEA", - "BONIN ISLANDS", - "NEW IRELAND REGION", - "SALTA PROVINCE", - "HOKKAIDO", - "SOUTH OF PANAMA", - "SOUTH OF PANAMA", - "NEAR EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "CHILE-ARGENTINA BORDER REGION", - "SOUTHERN PERU", - "KURIL ISLANDS", - "NICARAGUA", - "VANUATU ISLANDS", - "COOK STRAIT", - "NORTHERN XINJIANG", - "NEAR EAST COAST OF KAMCHATKA", - "OFF COAST OF SOUTHERN CHILE", - "NORTHERN SUMATRA", - "NEAR ISLANDS", - "NEAR EAST COAST OF HONSHU", - "LUZON", - "SOUTHERN MOLUCCA SEA", - "DODECANESE ISLANDS", - "OFF COAST OF ECUADOR", - "SOUTHERN EAST PACIFIC RISE", - "PERU-BOLIVIA BORDER REGION", - "NEAR COAST OF CHIAPAS", - "KERMADEC ISLANDS REGION", - "IRIAN JAYA", - "SOUTH SANDWICH ISLANDS REGION", - "NEW BRITAIN REGION", - "NEAR EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CHIAPAS", - "SOUTH OF FIJI ISLANDS", - "NEAR COAST OF PERU", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "SOUTH OF FIJI ISLANDS", - "SOLOMON ISLANDS", - "FIJI ISLANDS REGION", - "SANTIAGO DEL ESTERO PROV.", - "KURIL ISLANDS", - "SOUTH SHETLAND ISLANDS", - "NEAR EAST COAST OF HONSHU", - "IRIAN JAYA REGION", - "EAST OF SOUTH SANDWICH ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "OFF W COAST OF NORTHERN SUMATRA", - "VANUATU ISLANDS", - "DRAKE PASSAGE", - "NORTHERN EAST PACIFIC RISE", - "MINAHASSA PENINSULA", - "BAJA CALIFORNIA", - "OFF COAST OF OREGON", - "NORTH INDIAN OCEAN", - "NEW IRELAND REGION", - "NEAR COAST OF GUERRERO", - "SANTA CRUZ ISLANDS", - "TONGA ISLANDS", - "SOUTHERN EAST PACIFIC RISE", - "NORTHERN SUMATRA", - "REVILLA GIGEDO ISLANDS REGION", - "FIJI ISLANDS REGION", - "OFF EAST COAST OF HONSHU", - "CERAM SEA", - "CELEBES SEA", - "ASCENSION ISLAND REGION", - "VANUATU ISLANDS", - "COSTA RICA", - "KURIL ISLANDS", - "NEAR S. COAST OF HONSHU", - "QUEEN CHARLOTTE ISLANDS REGION", - "QUEEN CHARLOTTE ISLANDS REGION", - "MINDANAO", - "VANCOUVER ISLAND", - "CENTRAL PERU", - "VANUATU ISLANDS REGION", - "NEAR COAST OF CHIAPAS", - "GULF OF ALASKA", - "NEAR EAST COAST OF HONSHU", - "NEAR EAST COAST OF HONSHU", - "NORTHERN MOLUCCA SEA", - "NEW IRELAND REGION", - "GULF OF CALIFORNIA", - "NORTH ISLAND", - "NEAR EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "NEAR N COAST OF NEW GUINEA", - "NEW BRITAIN REGION", - "NEAR EAST COAST OF HONSHU", - "GUERRERO", - "NEAR COAST OF CENTRAL CHILE", - "OFF COAST OF SOUTHERN CHILE", - "VANUATU ISLANDS", - "BANDA SEA", - "SUNDA STRAIT", - "VANUATU ISLANDS", - "BALLENY ISLANDS REGION", - "NEAR N COAST OF NEW GUINEA", - "SULAWESI", - "SOUTH OF BALI", - "SOUTHEASTERN SIBERIA", - "NEW BRITAIN REGION", - "SOUTH OF KERMADEC ISLANDS", - "HOKKAIDO", - "ARMENIA-AZERBAIJAN-IRAN BORD REG", - "TURKEY", - "FOX ISLANDS", - "FIJI ISLANDS REGION", - "NEW IRELAND REGION", - "PERU-BRAZIL BORDER REGION", - "XIZANG", - "PACIFIC-ANTARCTIC RIDGE", - "TONGA ISLANDS", - "SOUTH OF JAVA", - "GULF OF CALIFORNIA", - "OFF EAST COAST OF HONSHU", - "SANTA CRUZ ISLANDS", - "BAJA CALIFORNIA", - "SOUTH SANDWICH ISLANDS REGION", - "TONGA ISLANDS", - "OFF EAST COAST OF HONSHU", - "SOUTHERN SUMATRA", - "AUCKLAND ISLANDS", - "IRIAN JAYA REGION", - "NEAR ISLANDS", - "SANTA CRUZ ISLANDS", - "EAST OF NORTH ISLAND", - "NEAR EAST COAST OF HONSHU", - "KURIL ISLANDS", - "OFF EAST COAST OF HONSHU", - "NEAR EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "SOUTHERN EAST PACIFIC RISE", - "TONGA ISLANDS", - "IRIAN JAYA REGION", - "E. CAROLINE ISLANDS", - "E. CAROLINE ISLANDS", - "PACIFIC-ANTARCTIC RIDGE", - "NEGROS", - "OFF W COAST OF NORTHERN SUMATRA", - "BAY OF BENGAL", - "SOUTHERN SUMATRA", - "OFF COAST OF JALISCO", - "VANUATU ISLANDS", - "HALMAHERA", - "GUERRERO", - "ANDREANOF ISLANDS", - "SOUTHWESTERN RYUKYU ISL.", - "IRIAN JAYA REGION", - "ARU ISLANDS REGION", - "RAT ISLANDS", - "RAT ISLANDS", - "HINDU KUSH REGION", - "RAT ISLANDS", - "RAT ISLANDS", - "NEAR COAST OF CENTRAL CHILE", - "VOLCANO ISLANDS", - "VANUATU ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "TONGA ISLANDS", - "ANDREANOF ISLANDS", - "TONGA ISLANDS", - "PACIFIC-ANTARCTIC RIDGE", - "NEW BRITAIN REGION", - "JAN MAYEN ISLAND REGION", - "SOUTHERN IRAN", - "NORTHERN SUMATRA", - "TAJIKISTAN", - "SOLOMON ISLANDS", - "NORTHERN SUMATRA", - "SOUTHERN SUMATRA", - "LOYALTY ISLANDS", - "VANUATU ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "VANUATU ISLANDS", - "SOUTH OF FIJI ISLANDS", - "PACIFIC-ANTARCTIC RIDGE", - "BALLENY ISLANDS REGION", - "SANTA CRUZ ISLANDS REGION", - "NEAR ISLANDS", - "BONIN ISLANDS", - "SOLOMON ISLANDS", - "BANDA SEA", - "OFF EAST COAST OF HONSHU", - "SOLOMON ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "TONGA ISLANDS", - "FIJI ISLANDS REGION", - "SOUTH OF FIJI ISLANDS", - "NEAR S. COAST OF HONSHU", - "THAILAND", - "WEST CHILE RISE", - "SOLOMON ISLANDS", - "FIJI ISLANDS REGION", - "BONIN ISLANDS", - "BALLENY ISLANDS REGION", - "TONGA ISLANDS", - "HOKKAIDO", - "HOKKAIDO", - "IRAN-IRAQ BORDER REGION", - "IRAN-IRAQ BORDER REGION", - "NEAR COAST OF CENTRAL CHILE", - "ANDREANOF ISLANDS", - "NORTHERN CALIFORNIA", - "NORTHERN MOLUCCA SEA", - "OFF EAST COAST OF KAMCHATKA", - "EASTER ISLAND REGION", - "TONGA ISLANDS", - "EASTER ISLAND REGION", - "OFF COAST OF JALISCO", - "SOUTHERN MOLUCCA SEA", - "NORTH OF HALMAHERA", - "JUJUY PROVINCE", - "SOLOMON ISLANDS", - "SOUTHERN ALASKA", - "NEW BRITAIN REGION", - "YUNNAN", - "GULF OF CALIFORNIA", - "NEW BRITAIN REGION", - "FOX ISLANDS", - "HOKKAIDO", - "TONGA ISLANDS", - "EASTER ISLAND REGION", - "NORTHERN CHILE", - "SOUTH OF MARIANA ISLANDS", - "NEAR EAST COAST OF HONSHU", - "BANDA SEA", - "TONGA ISLANDS", - "BANDA SEA", - "XIZANG", - "BALLENY ISLANDS REGION", - "KERMADEC ISLANDS REGION", - "OFF COAST OF JALISCO", - "KERMADEC ISLANDS REGION", - "NORTHERN SUMATRA", - "NEW BRITAIN REGION", - "SOLOMON ISLANDS", - "OFF W COAST OF NORTHERN SUMATRA", - "SOUTH OF MARIANA ISLANDS", - "FIJI ISLANDS REGION", - "MAURITIUS - REUNION REGION", - "VANUATU ISLANDS", - "NEW BRITAIN REGION", - "VANUATU ISLANDS", - "SOUTH OF MARIANA ISLANDS", - "SOUTH OF MARIANA ISLANDS", - "MINDANAO", - "MINDANAO", - "SOUTHEASTERN ALASKA", - "TONGA ISLANDS", - "KURIL ISLANDS", - "TONGA ISLANDS", - "OWEN FRACTURE ZONE REGION", - "KURIL ISLANDS", - "SOUTHEASTERN ALASKA", - "NORTHERN MID-ATLANTIC RIDGE", - "OAXACA", - "BISMARCK SEA", - "BISMARCK SEA", - "YUNNAN", - "MYANMAR-INDIA BORDER REGION", - "VANUATU ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "TONGA ISLANDS REGION", - "EASTER ISLAND REGION", - "OAXACA", - "VANUATU ISLANDS", - "SOUTH ISLAND", - "EASTER ISLAND REGION", - "NEAR EAST COAST OF HONSHU", - "TAIWAN", - "NEAR EAST COAST OF KAMCHATKA", - "EASTERN NEW GUINEA REG.", - "EAST OF SOUTH SANDWICH ISLANDS", - "BISMARCK SEA", - "KYUSHU", - "NEAR EAST COAST OF HONSHU", - "NEAR COAST OF PERU", - "PUERTO RICO REGION", - "OFF COAST OF CENTRAL CHILE", - "BALLENY ISLANDS REGION", - "NEAR COAST OF NORTHERN CHILE", - "NICOBAR ISLANDS", - "NEAR COAST OF NORTHERN CHILE", - "CELEBES SEA", - "NEAR EAST COAST OF HONSHU", - "SCOTIA SEA", - "OFF EAST COAST OF HONSHU", - "KURIL ISLANDS", - "NEW BRITAIN REGION", - "NORTH ISLAND", - "TONGA ISLANDS", - "JAVA", - "NEAR EAST COAST OF HONSHU", - "NORTHERN SUMATRA", - "NEAR EAST COAST OF HONSHU", - "SOLOMON ISLANDS", - "GREECE", - "NEAR COAST OF NORTHERN CHILE", - "NEAR COAST OF NORTHERN CHILE", - "GREECE", - "KURIL ISLANDS", - "NEAR EAST COAST OF HONSHU", - "MARIANA ISLANDS", - "HALMAHERA", - "OFF EAST COAST OF HONSHU", - "FOX ISLANDS", - "NEAR COAST OF NICARAGUA", - "NORTHERN CHILE", - "NEAR COAST OF CHIAPAS", - "SOUTH OF KERMADEC ISLANDS", - "SOUTH OF FIJI ISLANDS", - "NEAR COAST OF NORTHERN PERU", - "MARIANA ISLANDS REGION", - "KERMADEC ISLANDS", - "SANTA CRUZ ISLANDS", - "NEAR EAST COAST OF HONSHU", - "NEAR EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "NEAR EAST COAST OF HONSHU", - "SOUTH OF PANAMA", - "NEAR COAST OF CENTRAL CHILE", - "OFF EAST COAST OF HONSHU", - "NEAR COAST OF CENTRAL CHILE", - "TONGA ISLANDS", - "SOUTH OF MARIANA ISLANDS", - "WEST CHILE RISE", - "NEAR COAST OF VENEZUELA", - "SOLOMON ISLANDS", - "NICARAGUA", - "NEAR COAST OF NORTHERN CHILE", - "SULAWESI", - "KERMADEC ISLANDS", - "OFF EAST COAST OF HONSHU", - "MID-INDIAN RIDGE", - "NEAR EAST COAST OF HONSHU", - "SOUTH OF FIJI ISLANDS", - "OFF EAST COAST OF HONSHU", - "MACQUARIE ISLAND REGION", - "OFF COAST OF CENTRAL CHILE", - "NORTHERN MOLUCCA SEA", - "TONGA ISLANDS", - "PERU-BRAZIL BORDER REGION", - "KERMADEC ISLANDS", - "OFF EAST COAST OF HONSHU", - "NEW BRITAIN REGION", - "SOUTHEAST OF LOYALTY ISLANDS", - "FIJI ISLANDS REGION", - "MINDANAO", - "FOX ISLANDS", - "MINDANAO", - "JUJUY PROVINCE", - "NEAR COAST OF CENTRAL CHILE", - "NORTHEAST OF TAIWAN", - "SOUTH OF MARIANA ISLANDS", - "SOUTHERN SUMATRA", - "LUZON", - "OFF EAST COAST OF HONSHU", - "WESTERN AUSTRALIA", - "GUERRERO", - "KERMADEC ISLANDS", - "EASTERN NEW GUINEA REG.", - "SOUTH SANDWICH ISLANDS REGION", - "FIJI ISLANDS REGION", - "WEST CHILE RISE", - "SOUTH SHETLAND ISLANDS", - "MINDANAO", - "EAST OF SOUTH SANDWICH ISLANDS", - "NEAR EAST COAST OF HONSHU", - "RUSSIA-MONGOLIA BORDER REGION", - "MINDANAO", - "NEAR COAST OF NICARAGUA", - "SOUTHEAST OF LOYALTY ISLANDS", - "TONGA ISLANDS REGION", - "NEAR EAST COAST OF HONSHU", - "SOUTHWESTERN SIBERIA", - "NEAR COAST OF CENTRAL CHILE", - "SERAM", - "VANUATU ISLANDS", - "OFF EAST COAST OF KAMCHATKA", - "SOUTHEAST OF HONSHU", - "NEW BRITAIN REGION", - "OFF EAST COAST OF HONSHU", - "NEAR EAST COAST OF HONSHU", - "TAIWAN", - "NORTHERN MID-ATLANTIC RIDGE", - "OFF COAST OF CENTRAL CHILE", - "SOUTH SHETLAND ISLANDS", - "NEAR EAST COAST OF HONSHU", - "SOUTHWEST OF SUMATRA", - "CENTRAL BOLIVIA", - "SOUTH SANDWICH ISLANDS REGION", - "FIJI ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "NEVADA", - "ALASKA PENINSULA", - "NEAR COAST OF CENTRAL CHILE", - "SOUTHEAST OF RYUKYU ISLANDS", - "SOUTHEAST OF RYUKYU ISLANDS", - "SANTA CRUZ ISLANDS", - "BANDA SEA", - "VANUATU ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "SOUTHERN IRAN", - "CENTRAL MID-ATLANTIC RIDGE", - "OFF COAST OF CENTRAL CHILE", - "NEAR COAST OF NORTHERN CHILE", - "SOLOMON ISLANDS", - "NEAR COAST OF NORTHERN CHILE", - "SOUTHEAST OF HONSHU", - "NEW BRITAIN REGION", - "CRETE", - "LOYALTY ISLANDS", - "NEGROS", - "NORTHERN CHILE", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "SAMAR", - "SOUTHERN SUMATRA", - "NEAR COAST OF NICARAGUA", - "CELEBES SEA", - "EAST OF KURIL ISLANDS", - "SOUTHERN SUMATRA", - "CHILE-BOLIVIA BORDER REGION", - "JAVA SEA", - "VANUATU ISLANDS", - "CELEBES SEA", - "NEAR EAST COAST OF HONSHU", - "BANDA SEA", - "VANUATU ISLANDS REGION", - "LOYALTY ISLANDS", - "RYUKYU ISLANDS", - "ALASKA PENINSULA", - "BONIN ISLANDS", - "SOUTH OF KERMADEC ISLANDS", - "WESTERN IDAHO", - "BONIN ISLANDS", - "SOUTH OF FIJI ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "NORTHERN SUMATRA", - "FIJI ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "VANCOUVER ISLAND", - "SOUTHERN EAST PACIFIC RISE", - "MYANMAR", - "OFF W COAST OF NORTHERN SUMATRA", - "MINDANAO", - "NEAR EAST COAST OF HONSHU", - "SIKKIM", - "KERMADEC ISLANDS REGION", - "MAURITIUS - REUNION REGION", - "ANDREANOF ISLANDS", - "EASTERN NEW GUINEA REG.", - "NORTHERN PERU", - "NEAR EAST COAST OF HONSHU", - "NEAR EAST COAST OF HONSHU", - "SOUTH OF FIJI ISLANDS", - "SANTIAGO DEL ESTERO PROV.", - "BALI SEA", - "FOX ISLANDS", - "BANDA SEA", - "CENTRAL MID-ATLANTIC RIDGE", - "WEST OF MACQUARIE ISLAND", - "SOUTHEAST INDIAN RIDGE", - "MINDORO", - "SOUTH OF PANAMA", - "NEAR EAST COAST OF HONSHU", - "NEAR N COAST OF NEW GUINEA", - "CHIAPAS", - "CENTRAL MID-ATLANTIC RIDGE", - "SOUTH OF JAVA", - "GULF OF CALIFORNIA", - "SOUTH OF FIJI ISLANDS", - "QINGHAI", - "VANUATU ISLANDS", - "KERMADEC ISLANDS", - "TURKEY", - "CYPRUS REGION", - "FOX ISLANDS", - "FOX ISLANDS", - "SUNDA STRAIT", - "BONIN ISLANDS", - "NEW BRITAIN REGION", - "NEGROS", - "FIJI ISLANDS REGION", - "SCOTIA SEA", - "NEAR EAST COAST OF KAMCHATKA", - "NEAR COAST OF CENTRAL CHILE", - "EAST OF SOUTH SANDWICH ISLANDS", - "GULF OF CALIFORNIA", - "SOLOMON ISLANDS", - "MYANMAR", - "NEW IRELAND REGION", - "CRETE", - "SAKHALIN", - "SEA OF OKHOTSK", - "PAKISTAN", - "FIJI ISLANDS REGION", - "NEW BRITAIN REGION", - "SOUTH ATLANTIC OCEAN", - "BANDA SEA", - "VANUATU ISLANDS", - "SOUTHERN SUMATRA", - "OFF COAST OF JALISCO", - "NEAR COAST OF NORTHERN CHILE", - "OFF COAST OF NORTHERN CALIFORNIA", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "AFGHANISTAN-TAJIKISTAN BORD REG.", - "JAVA SEA", - "MYANMAR-INDIA BORDER REGION", - "NORTH ATLANTIC OCEAN", - "XIZANG", - "VANUATU ISLANDS", - "NORTHERN EAST PACIFIC RISE", - "NEAR COAST OF ECUADOR", - "NEAR COAST OF ECUADOR", - "FIJI ISLANDS REGION", - "RYUKYU ISLANDS", - "CENTRAL ITALY", - "SOUTH ISLAND", - "SOUTH ISLAND", - "OFF COAST OF CENTRAL CHILE", - "MINDANAO", - "NORTHERN MID-ATLANTIC RIDGE", - "VANUATU ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "SULAWESI", - "NEAR ISLANDS", - "NEW BRITAIN REGION", - "SOUTH OF JAVA", - "NEAR COAST OF GUATEMALA", - "SEA OF OKHOTSK", - "LEYTE", - "AUCKLAND ISLANDS", - "DODECANESE ISLANDS", - "MARIANA ISLANDS", - "GANSU", - "GUATEMALA", - "HOKKAIDO", - "BOTSWANA", - "COOK STRAIT", - "NEAR EAST COAST OF HONSHU", - "ANDREANOF ISLANDS", - "SOUTHEAST OF HONSHU", - "NORTHERN SUMATRA", - "OFF COAST OF NORTHERN CALIFORNIA", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "NEAR EAST COAST OF KAMCHATKA", - "BANDA SEA", - "COOK STRAIT", - "SOUTH OF PANAMA", - "SOUTH OF FIJI ISLANDS", - "SOLOMON ISLANDS", - "MINDANAO", - "SOUTHERN BOLIVIA", - "SOUTH OF FIJI ISLANDS", - "BANDA SEA", - "NEW IRELAND REGION", - "NEAR COAST OF NORTHERN CHILE", - "MYANMAR-INDIA BORDER REGION", - "NEPAL", - "NEW BRITAIN REGION", - "NEW BRITAIN REGION", - "NEAR COAST OF CHIAPAS", - "NEAR EAST COAST OF HONSHU", - "PACIFIC-ANTARCTIC RIDGE", - "SANTA CRUZ ISLANDS REGION", - "SOLOMON ISLANDS", - "ALASKA PENINSULA", - "TONGA ISLANDS", - "SOUTH SANDWICH ISLANDS REGION", - "SOUTHERN MID-ATLANTIC RIDGE", - "BONIN ISLANDS", - "KERMADEC ISLANDS", - "SOLOMON ISLANDS", - "NEPAL", - "OFF EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "FIJI ISLANDS REGION", - "OFF E. COAST OF N. ISLAND", - "NORTHERN MOLUCCA SEA", - "NORTHERN MOLUCCA SEA", - "MINDANAO", - "SOUTHERN EAST PACIFIC RISE", - "SOLOMON ISLANDS", - "SOUTH OF PANAMA", - "NORTH ATLANTIC OCEAN", - "MARIANA ISLANDS", - "VANUATU ISLANDS", - "CENTRAL PERU", - "JUJUY PROVINCE", - "CENTRAL PERU", - "OFF EAST COAST OF HONSHU", - "E. CAROLINE ISLANDS", - "FIJI ISLANDS REGION", - "SOUTH OF PANAMA", - "SANTA CRUZ ISLANDS", - "FOX ISLANDS", - "KERMADEC ISLANDS", - "TIMOR REGION", - "NEAR COAST OF CENTRAL CHILE", - "NICOBAR ISLANDS", - "ANDREANOF ISLANDS", - "OFF COAST OF CENTRAL CHILE", - "OFF COAST OF CENTRAL CHILE", - "NORTHWEST OF RYUKYU ISLANDS", - "SOLOMON ISLANDS", - "GREECE", - "NEAR COAST OF NICARAGUA", - "PERU-BRAZIL BORDER REGION", - "SOLOMON ISLANDS", - "BANDA SEA", - "NEAR COAST OF CHIAPAS", - "NEAR COAST OF NORTHERN CHILE", - "MYANMAR-INDIA BORDER REGION", - "SOLOMON ISLANDS", - "TALAUD ISLANDS", - "BOUVET ISLAND REGION", - "IRIAN JAYA REGION", - "KERMADEC ISLANDS", - "SOLOMON ISLANDS", - "SOLOMON ISLANDS", - "SOUTH INDIAN OCEAN", - "AEGEAN SEA", - "GULF OF CALIFORNIA", - "SOUTH OF PANAMA", - "SOLOMON ISLANDS", - "GUERRERO", - "NEAR COAST OF CENTRAL CHILE", - "NEAR COAST OF CENTRAL CHILE", - "SOUTH OF FIJI ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "NEAR COAST OF CENTRAL CHILE", - "VANCOUVER ISLAND", - "IRIAN JAYA REGION", - "NEAR COAST OF CENTRAL CHILE", - "NORTH OF ASCENSION ISLAND", - "SOUTHERN XINJIANG", - "NORTHWEST OF KURIL ISLANDS", - "HAWAII", - "SOUTHERN BOLIVIA", - "NEW BRITAIN REGION", - "MAURITIUS - REUNION REGION", - "SOLOMON ISLANDS", - "FIJI ISLANDS REGION", - "NEW BRITAIN REGION", - "NEW IRELAND REGION", - "NEW GUINEA", - "SOUTHEAST OF LOYALTY ISLANDS", - "NEW IRELAND REGION", - "VANUATU ISLANDS", - "NORTHERN MOLUCCA SEA", - "CENTRAL CHILE", - "VANUATU ISLANDS", - "NEAR COAST OF CENTRAL CHILE", - "PRINCE EDWARD ISLANDS REGION", - "HOKKAIDO", - "SANTIAGO DEL ESTERO PROV.", - "NEAR COAST OF CHIAPAS", - "TONGA ISLANDS", - "IRIAN JAYA REGION", - "WESTERN BRAZIL", - "JAN MAYEN ISLAND REGION", - "KURIL ISLANDS", - "MYANMAR", - "HOKKAIDO", - "SOLOMON ISLANDS", - "ANDREANOF ISLANDS", - "KERMADEC ISLANDS REGION", - "SICHUAN", - "SOUTH OF FIJI ISLANDS", - "VANUATU ISLANDS", - "FIJI ISLANDS REGION", - "JAN MAYEN ISLAND REGION", - "NORTHERN MOLUCCA SEA", - "SUMBAWA REGION", - "KURIL ISLANDS", - "FIJI ISLANDS REGION", - "VANCOUVER ISLAND", - "WEST OF MACQUARIE ISLAND", - "IRIAN JAYA REGION", - "VANCOUVER ISLAND", - "FLORES SEA", - "VANCOUVER ISLAND", - "IONIAN SEA", - "ANDREANOF ISLANDS", - "SUMBAWA REGION", - "ARMENIA-AZERBAIJAN-IRAN BORD REG", - "EASTERN NEW GUINEA REG.", - "NEAR COAST OF CENTRAL CHILE", - "SOUTHWEST OF AFRICA", - "EL SALVADOR", - "RAT ISLANDS", - "BOUVET ISLAND REGION", - "EASTERN NEW GUINEA REG.", - "SANTA CRUZ ISLANDS", - "BANDA SEA", - "EASTERN SIBERIA", - "CENTRAL MID-ATLANTIC RIDGE", - "VANUATU ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "KURIL ISLANDS", - "LOYALTY ISLANDS", - "LOYALTY ISLANDS", - "TONGA ISLANDS", - "KURIL ISLANDS", - "COSTA RICA", - "NEW GUINEA", - "SANTA CRUZ ISLANDS", - "NEW BRITAIN REGION", - "SOUTHEAST OF LOYALTY ISLANDS", - "SOUTHWESTERN SIBERIA", - "NEAR N COAST OF NEW GUINEA", - "BOUVET ISLAND REGION", - "JAVA", - "SOLOMON ISLANDS", - "SANTA CRUZ ISLANDS", - "WESTERN INDIAN-ANTARCTIC RIDGE", - "MICHOACAN", - "SULAWESI", - "SOUTH SANDWICH ISLANDS REGION", - "BONIN ISLANDS", - "VANUATU ISLANDS", - "FIJI ISLANDS REGION", - "SOUTHEAST INDIAN RIDGE", - "GUERRERO", - "NORTHERN MOLUCCA SEA", - "VANUATU ISLANDS", - "OFF COAST OF CENTRAL AMERICA", - "NEW BRITAIN REGION", - "VANUATU ISLANDS REGION", - "SOLOMON ISLANDS", - "SANTIAGO DEL ESTERO PROV.", - "NEAR COAST OF CENTRAL CHILE", - "VANUATU ISLANDS REGION", - "NEW BRITAIN REGION", - "OFF COAST OF CENTRAL AMERICA", - "CENTRAL PERU", - "FIJI ISLANDS REGION", - "SOUTHWESTERN PAKISTAN", - "KERMADEC ISLANDS", - "BAJA CALIFORNIA", - "OFF EAST COAST OF HONSHU", - "IRIAN JAYA", - "IRIAN JAYA REGION", - "MINDANAO", - "OFF W COAST OF NORTHERN SUMATRA", - "NEAR COAST OF GUERRERO", - "EASTERN NEW GUINEA REG.", - "KOMANDORSKIYE OSTROVA REGION", - "VANUATU ISLANDS", - "ECUADOR", - "SOUTH ISLAND", - "CENTRAL PERU", - "SOLOMON ISLANDS", - "NEPAL", - "SOLOMON ISLANDS", - "NEAR EAST COAST OF HONSHU", - "KERMADEC ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "SOUTHEAST OF LOYALTY ISLANDS", - "TURKEY", - "NORTHERN MOLUCCA SEA", - "SOUTHERN EAST PACIFIC RISE", - "EASTERN NEW GUINEA REG.", - "CENTRAL CALIFORNIA", - "NEAR COAST OF PERU", - "FLORES SEA", - "FLORES SEA", - "MINDANAO", - "SOUTHERN ALASKA", - "BANDA SEA", - "NEAR COAST OF CENTRAL CHILE", - "REYKJANES RIDGE", - "HALMAHERA", - "NEAR COAST OF CENTRAL CHILE", - "TAJIKISTAN", - "HAITI REGION", - "SOLOMON ISLANDS", - "BANDA SEA", - "OFF COAST OF CENTRAL AMERICA", - "SANTA CRUZ ISLANDS", - "NEAR EAST COAST OF HONSHU", - "OFF EAST COAST OF HONSHU", - "SANTA CRUZ ISLANDS REGION", - "OFF E. COAST OF N. ISLAND", - "NEAR COAST OF PERU", - "KERMADEC ISLANDS", - "OFF E. COAST OF N. ISLAND", - "NORTH OF ASCENSION ISLAND", - "MINDANAO", - "NEAR EAST COAST OF HONSHU", - "SOUTH GEORGIA ISLAND REGION", - "OFF EAST COAST OF HONSHU", - "SOUTHEAST OF LOYALTY ISLANDS", - "OAXACA", - "BANDA SEA", - "SOUTH OF KERMADEC ISLANDS", - "PHILIPPINE ISLANDS REGION", - "CENTRAL MEXICO", - "KURIL ISLANDS", - "NEAR EAST COAST OF HONSHU", - "IRIAN JAYA", - "SOUTH OF FIJI ISLANDS", - "DODECANESE ISLANDS", - "IRAN-IRAQ BORDER REGION", - "FOX ISLANDS", - "NEW IRELAND REGION", - "LOYALTY ISLANDS", - "COLOMBIA", - "CELEBES SEA", - "SANTA CRUZ ISLANDS", - "EASTERN NEW GUINEA REG.", - "ANDREANOF ISLANDS", - "NEAR COAST OF OAXACA", - "SOUTH SANDWICH ISLANDS REGION", - "OFF EAST COAST OF HONSHU", - "NEAR COAST OF PERU", - "QINGHAI", - "KAMCHATKA PENINSULA", - "VANUATU ISLANDS", - "VANUATU ISLANDS", - "SOUTHEAST OF LOYALTY ISLANDS", - "OFF COAST OF NORTHERN CHILE", - "VANUATU ISLANDS", - "KYUSHU", - "SOUTHERN ALASKA", - "SOUTH SANDWICH ISLANDS REGION", - "SOUTH SANDWICH ISLANDS REGION", - "KURIL ISLANDS", - "NEAR COAST OF VENEZUELA", - "VANUATU ISLANDS", - "COLOMBIA", - "NEAR COAST OF CHIAPAS", - "PERU-BRAZIL BORDER REGION", - "PERU-BRAZIL BORDER REGION", - "NEAR EAST COAST OF HONSHU", - "NORTH OF HONDURAS", - "SOLOMON ISLANDS", - "NEPAL", - "SOUTHERN IRAN", - "SOLOMON ISLANDS", - "COSTA RICA", - "KOMANDORSKIYE OSTROVA REGION", - "NEW IRELAND REGION", - "NEW BRITAIN REGION", - "ALASKA PENINSULA", - "MINDANAO", - "PERU-BRAZIL BORDER REGION", - "SOUTHERN CHILE", - "MINDANAO", - "PHILIPPINE ISLANDS REGION", - "NEW BRITAIN REGION", - "SOUTH SANDWICH ISLANDS REGION", - "NEAR COAST OF NORTHERN CHILE", - "MINAHASSA PENINSULA", - "SOLOMON ISLANDS", - "NEAR COAST OF GUERRERO", - "SOUTHWEST OF SUMATRA", - "SOUTH OF ALASKA", - "SOUTHEAST OF LOYALTY ISLANDS", - "EAST OF KURIL ISLANDS", - "SCOTIA SEA", - "QUEEN CHARLOTTE ISLANDS REGION", - "PRIMOR'YE", - "MARIANA ISLANDS", - "SEA OF OKHOTSK", - "SOUTHERN SUMATRA", - "NORTHERN PERU", - "SOUTHEAST OF LOYALTY ISLANDS", - "NEAR EAST COAST OF HONSHU", - "SOLOMON ISLANDS", - "SOUTHEASTERN ALASKA", - "NEAR COAST OF ECUADOR", - "NEW GUINEA", - "OFF EAST COAST OF HONSHU", - "FIJI ISLANDS", - "RAT ISLANDS", - "SANTA CRUZ ISLANDS", - "PERU-ECUADOR BORDER REGION", - "BONIN ISLANDS", - "GULF OF ALASKA", - "PAKISTAN", - "SOUTH ISLAND", - "CUBA REGION", - "PERU-BRAZIL BORDER REGION", - "KERMADEC ISLANDS REGION", - "HINDU KUSH REGION", - "NEW BRITAIN REGION", - "NEAR COAST OF NORTHERN CHILE", - "NEAR COAST OF CHIAPAS", - "NORTHERN PERU", - "SOUTH SANDWICH ISLANDS REGION", - "ALASKA PENINSULA", - "OFF W COAST OF NORTHERN SUMATRA", - "FIJI ISLANDS REGION", - "KERMADEC ISLANDS", - "NEAR COAST OF CENTRAL CHILE", - "SEA OF OKHOTSK", - "OFF W COAST OF NORTHERN SUMATRA", - "NEAR EAST COAST OF HONSHU" - ], - "lat": [ - -13.6098, - -1.159, - -1.4513, - -17.9609, - -3.7682, - 13.9987, - 44.3014, - 13.396, - 26.8975, - 41.3343, - -17.4154, - 54.5825, - -4.7722, - -0.2882, - -31.106, - -30.3103, - -19.6664, - -24.0934, - -30.5139, - -16.4206, - -57.7886, - 27.7829, - -50.371, - 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"outputs": [], - "source": [ - "# this gets the file linked in the URL page and convert it to a string\n", - "s = requests.get(url).content " - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "9edd0bf5", - "metadata": {}, - "outputs": [], - "source": [ - "\n", - "# this will convert the string, decode it , and make it a table\n", - "data = pd.read_csv(io.StringIO(s.decode('utf-8')), header=None, skiprows=2, sep='\\s+', usecols=list(range(0, 13)))\n", - "# because columns/keys were not assigned, assign them now\n", - "data.columns = ['station', 'network', 'channel', 'location', 'rate', 'start_time', 'end_time', 'latitude', 'longitude', 'elevation', 'depth', 'dip', 'azimuth']" - ] - }, - { - "cell_type": "markdown", - "id": "b2def912", - "metadata": {}, - "source": [ - "Let us look at the data. 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" - ], - "text/plain": [ - " station network channel location rate start_time \\\n", - "0 AAR NC EHZ -- 100.0 1984/01/01,00:00:00 \n", - "1 AAR NC EHZ -- 100.0 1987/05/01,00:00:00 \n", - "2 AAR NC SHZ -- 20.0 1994/11/28,00:00:00 \n", - "3 AAS NC EHZ -- 100.0 1984/11/27,18:45:00 \n", - "4 AAS NC EHZ -- 100.0 1987/05/01,00:00:00 \n", - "\n", - " end_time latitude longitude elevation depth dip azimuth \n", - "0 1987/05/01,00:00:00 39.27594 -121.02696 911.0 0.0 -90.0 0.0 \n", - "1 2006/01/04,19:19:00 39.27594 -121.02696 911.0 0.0 -90.0 0.0 \n", - "2 2006/01/04,19:19:00 39.27594 -121.02696 911.0 0.0 -90.0 0.0 \n", - "3 1987/05/01,00:00:00 38.43014 -121.10959 31.0 0.0 -90.0 0.0 \n", - "4 2021/08/13,16:50:00 38.43014 -121.10959 31.0 0.0 -90.0 0.0 " - ] + "ternary": { + "aaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "baxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "caxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } }, - "execution_count": 32, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.head()" - ] - }, - { - "cell_type": "markdown", - "id": "d05055aa", - "metadata": {}, - "source": [ - "We can output the first element of the DataFrame:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "51971cde", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "station AAR\n", - "network NC\n", - "channel EHZ\n", - "location --\n", - "rate 100.0\n", - "start_time 1984/01/01,00:00:00\n", - "end_time 1987/05/01,00:00:00\n", - "latitude 39.27594\n", - "longitude -121.02696\n", - "elevation 911.0\n", - "depth 0.0\n", - "dip -90.0\n", - "azimuth 0.0\n", - "Name: 0, dtype: object" - ] + "title": { + "x": 0.05 }, - "execution_count": 33, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.iloc[0]" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "b3cc09c6", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0 AAR\n", - "1 AAR\n", - "2 AAR\n", - "3 AAS\n", - "4 AAS\n", - " ... \n", - "7151 WMP\n", - "7152 WMP\n", - "7153 WMP\n", - "7154 WMP\n", - "7155 WWVB\n", - "Name: station, Length: 7156, dtype: object" - ] + "xaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 }, - "execution_count": 34, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.iloc[:, 0]" - ] - }, - { - "cell_type": "markdown", - "id": "a201c0e9", - "metadata": {}, - "source": [ - "The DataFrame may have bad values. A typical data cleaning involves removing Nan and Zeros for instance." - ] - }, - { - "cell_type": "markdown", - "id": "fc8219f0", - "metadata": {}, - "source": [ - "Use Plotly to map the stations." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "78c75b19", - "metadata": {}, - "outputs": [], - "source": [ - "data.dropna(inplace=True)\n", - "data=data[data.longitude!=0]" - ] - }, + "yaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "width": 600 + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = px.scatter_geo(quakes2plot,\n", + " lat='latitude',lon='longitude', \n", + " range_color=(6,9),\n", + " height=600, width=600,\n", + " size='marker_size', color='magnitude',\n", + " hover_name=\"description\",\n", + " hover_data=['description','magnitude','depth']);\n", + "fig.update_geos(resolution=110, showcountries=True)\n", + "# fig.update_geos(resolution=110, showcountries=True,projection_type=\"orthographic\")\n" + ] + }, + { + "cell_type": "markdown", + "id": "3355fe19", + "metadata": {}, + "source": [ + "# 2 Create a Pandas from a text file.\n", + "\n", + "The python package pandas is very useful to read csv files, but also many text files that are more or less formatted as one observation per row and one column for each feature.\n", + "\n", + "As an example, we are going to look at the list of seismic stations from the Northern California seismic network, available [here](http://ncedc.org/ftp/pub/doc/NC.info/NC.channel.summary.day):\n", + "\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ef9f302d", + "metadata": {}, + "outputs": [], + "source": [ + "url = 'http://ncedc.org/ftp/pub/doc/NC.info/NC.channel.summary.day'" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "3a60ef42", + "metadata": {}, + "outputs": [], + "source": [ + "# this gets the file linked in the URL page and convert it to a string\n", + "s = requests.get(url).content " + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "9edd0bf5", + "metadata": {}, + "outputs": [], + "source": [ + "\n", + "# this will convert the string, decode it , and make it a table\n", + "data = pd.read_csv(io.StringIO(s.decode('utf-8')), header=None, skiprows=2, sep='\\s+', usecols=list(range(0, 13)))\n", + "# because columns/keys were not assigned, assign them now\n", + "data.columns = ['station', 'network', 'channel', 'location', 'rate', 'start_time', 'end_time', 'latitude', 'longitude', 'elevation', 'depth', 'dip', 'azimuth']" + ] + }, + { + "cell_type": "markdown", + "id": "b2def912", + "metadata": {}, + "source": [ + "Let us look at the data. They are now stored into a pandas dataframe." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "448b69ab", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "id": "7f3533db", - "metadata": {}, - "outputs": [ - { - "data": { - "application/vnd.plotly.v1+json": { - "config": { - "plotlyServerURL": "https://plot.ly" - }, - "data": [ - { - "customdata": [ - [ - "NC", - "AAR", - "EHZ", - 100 - ], - [ - "NC", - "AAR", - "EHZ", - 100 - ], - [ - "NC", - "AAR", - "SHZ", - 20 - ], - [ - "NC", - "AAS", - "EHZ", - 100 - ], - [ - "NC", - "AAS", - "EHZ", - 100 - ], - [ - "NC", - "AAS", - "SHZ", - 20 - ], - [ - "NC", - "ABJ", - "EHZ", - 100 - ], - [ - "NC", - "ABJ", - "EHZ", - 100 - ], - [ - "NC", - "ABJ", - "EHZ", - 100 - ], - [ - "NC", - "ABJ", - "SHZ", - 20 - ], - [ - "NC", - "ABR", - "EHZ", - 100 - ], - [ - "NC", - "ABR", - "EHZ", - 100 - ], - [ - "NC", - "ABR", - "SHZ", - 20 - ], - [ - "NC", - "ADW", - "EHZ", - 100 - ], - [ - "NC", - "ADW", - 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network=%{customdata[0]}
station=%{customdata[1]}
channel=%{customdata[2]}
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"CMI", - "CMI", - "CMJ", - "CMJ", - "CMJ", - "CMK", - "CMK", - "CMK", - "CMK", - "CMK", - "CMK", - "CML", - "CML", - "CML", - "CML", - "CML", - "CML", - "CML", - "CMLP", - "CMLP", - "CMLP", - "CMLP", - "CMM", - "CMM", - "CMM", - "CMM", - "CMM", - "CMM", - "CMM", - "CMN", - "CMN", - "CMN", - "CMN", - "CMN", - "CMN", - "CMO", - "CMO", - "CMO", - "CMO", - "CMOB", - "CMOB", - "CMOB", - "CMOB", - "CMOB", - "CMOB", - "CMOB", - "CMOB", - "CMOB", - "CMP", - "CMP", - "CMP", - "CMP", - "CMP", - "CMR", - "CMR", - "CMR", - "CMW", - "CMW", - "CMW", - "CMW", - "CMW", - "CMW", - "CMW", - "CMW", - "CMW", - "CMW", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "COS", - "COS", - "COS", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPL", - "CPL", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPP", - "CPP", - "CPP", - "CPP", - "CPP", - "CRA", - "CRA", - "CRA", - "CRH", - "CRH", - "CRH", - "CRH", - "CRH", - "CRH", - "CRH", - "CRH", - "CRH", - "CRH", - "CRP", - "CRP", - "CRP", - "CRP", - "CRP", - "CRP", - "CRPB", - "CRPB", - "CRPB", - "CRPB", - "CRPB", - "CRPB", - "CRPB", - "CRPB", - "CRPB", - "CSA", - "CSA", - "CSA", - "CSA", - "CSA", - "CSA", - "CSA", - "CSA", - "CSA", - "CSA", - "CSA", - "CSC", - "CSC", - "CSH", - "CSH", - "CSH", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSP", - "CSP", - "CSP", - "CSP", - "CSP", - "CSPB", - "CSPB", - "CSPB", - "CSPB", - "CST", - "CST", - "CST", - "CSTB", - "CSTB", - "CSTC", - "CSTC", - "CSTC", - "CSU", - "CSU", - "CSU", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSV", - "CSV", - "CTA", - "CTA", - "CTA", - "CTA", - "CTA", - "CTA", - "CTA", - "CTA", - "CTA", - "CTH", - "CTH", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CVA", - "CVA", - "CVA", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYD", - "CYD", - "CYD", - "CYD", - "CYD", - "CYD", - "CYD", - "CYD", - "CYD", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "DBOG", - "DBOG", - "DBOG", - "DBOG", - "DBOG", - "EXSG", - "EXSG", - "EXSG", - "EXSG", - "EXSG", - "EXSG", - "G001", - "G001", - "G001", - "G002", - "G002", - "G002", - "G003", - "G003", - "G003", - "G004", - "G004", - "G004", - "G005", - "G005", - "G005", - "G006", - "G006", - "G006", - "G007", - "G007", - "G007", - "GAC", - "GAC", - "GAC", - "GAR", - "GAR", - "GAR", - "GAX", - "GAX", - "GAX", - "GAXB", - "GAXB", - "GAXB", - "GAXB", - "GAXB", - "GAXB", - "GAXB", - "GAXB", - "GBB", - "GBB", - "GBD", - "GBD", - "GBD", - "GBG", - "GBG", - "GBG", - "GBG", - "GBG", - "GBG", - "GBG", - "GBG", - "GBG", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBM", - "GBM", - "GBM", - "GCB", - "GCB", - "GCB", - "GCK", - "GCK", - "GCM", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCR", - "GCR", - "GCR", - "GCR", - "GCS", - "GCS", - "GCS", - "GCV", - "GCV", - "GCV", - "GCV", - "GCV", - "GCV", - "GCVB", - "GCVB", - "GCVB", - "GCVB", - "GCVB", - "GCVB", - "GCVB", - "GCVB", - "GCVB", - "GCW", - "GCW", - "GCW", - "GCW", - "GCW", - "GDC", - "GDC", - "GDC", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDX", - "GDX", - "GDX", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GFC", - "GFC", - "GFC", - "GFC", - "GFC", - "GFC", - "GGL", - "GGP", - "GGP", - "GGP", - "GGP", - "GGP", - "GGP", - "GGP", - "GGP", - "GGP", - "GGPB", - "GGPB", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGU", - "GGU", - "GGU", - "GHC", - "GHC", - "GHC", - "GHG", - "GHG", - "GHG", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHL", - "GHL", - "GHL", - "GHM", - "GHM", - "GHM", - "GHO", - "GHO", - "GHO", - "GHO", - "GHO", - "GHO", - "GHV", - "GHV", - "GHV", - "GHV", - "GMC", - "GMC", - "GMC", - "GMK", - "GMK", - "GMK", - "GMM", - "GMO", - "GMO", - "GMR", - "GMR", - "GMR", - "GMR", - "GMR", - "GMR", - "GMR", - "GMR", - "GNA", - "GNA", - "GNA", - "GNA", - "GNA", - "GNA", - "GNA", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GPM", - "GPM", - "GPM", - "GPM", - "GPM", - "GPM", - "GPM", - "GPM", - "GRO", - "GRO", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GRT", - "GRT", - "GRT", - "GRT", - "GRT", - "GRT", - "GRT", - "GSG", - "GSG", - "GSG", - "GSG", - "GSG", - "GSM", - "GSN", - "GSN", - "GSN", - "GSN", - "GSN", - "GSN", - "GSN", - "GSN", - "GSS", - "GSS", - "GSS", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GTC", - "GTC", - "GTC", - "GTC", - "GTC", - "GTS", - "GTS", - "GTS", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVV", - "GVV", - "GVV", - "GWK", - "GWK", - "GWK", - "GWK", - "GWR", - "GWR", - "GWR", - "GWR", - "GWR", - "GWR", - "GWR", - "GWR", - "GWR", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "H001", - "H001", - "H001", - "H002", - "H002", - "H002", - "HAZ", - "HAZ", - "HAZ", - "HAZ", - "HAZ", - "HAZ", - "HAZ", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBT", - "HBT", - "HBT", - "HBT", - "HBT", - "HBT", - "HBT", - "HBT", - "HBT", - "HCA", - "HCA", - "HCA", - "HCA", - "HCA", - "HCAB", - "HCAB", - "HCAB", - "HCAB", - "HCB", - "HCB", - "HCB", - "HCBB", - "HCBB", - "HCBB", - "HCBB", - "HCO", - "HCO", - "HCO", - "HCO", - "HCO", - "HCO", - "HCO", - "HCP", - "HCP", - "HCR", - "HCR", - "HCR", - "HCRB", - "HCRB", - "HCRB", - "HCRB", - "HDL", - "HDL", - "HDL", - "HDL", - "HDL", - "HER", - "HER", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HFE", - "HFE", - "HFE", - "HFE", - "HFE", - "HFH", - "HFH", - "HFM", - "HFM", - "HFM", - "HFM", - "HFM", - "HFM", - "HFP", - "HFP", - "HFP", - "HGS", - "HGS", - "HGS", - "HGS", - "HGS", - "HGS", - "HGS", - "HGS", - "HGS", - "HGS", - "HGW", - "HGW", - "HGW", - "HJG", - "HJG", - "HJG", - "HJG", - "HJG", - "HJS", - "HJS", - "HJS", - "HJS", - "HJS", - "HJS", - "HJS", - "HKR", - "HKR", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLP", - "HLP", - "HLP", - "HLP", - "HLP", - "HLP", - "HLT", - "HLT", - "HLT", - "HLT", - "HLT", - "HLT", - "HLT", - "HMO", - "HMO", - "HMO", - "HMO", - "HMO", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HOR", - "HOR", - "HOR", - "HPC", - "HPC", - "HPC", - "HPC", - "HPC", - "HPC", - "HPC", - "HPC", - "HPC", - "HPC", - "HPH", - "HPH", - "HPH", - "HPH", - "HPH", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPR", - "HPR", - "HQR", - "HQR", - "HQR", - "HQR", - "HQR", - "HQR", - "HQR", - "HQR", - "HQR", - "HQR", - "HSF", - "HSF", - "HSF", - "HSF", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSL", - "HSL", - "HSL", - "HSL", - "HSP", - "HSP", - "HSP", - "HTU", - "HTU", - "HTU", - "HTU", - "J001", - "J001", - "J001", - "J002", - "J002", - "J002", - "J003", - "J003", - "J003", - "J004", - "J004", - "J004", - "J005", - "J005", - "J005", - "J006", - "J006", - "J006", - "J007", - "J007", - "J007", - "J008", - "J008", - "J008", - "J009", - "J009", - "J009", - "J010", - "J010", - "J010", - "J011", - "J011", - "J011", - "J012", - "J012", - "J012", - "J013", - "J013", - "J013", - "J014", - "J014", - "J014", - "J015", - "J015", - "J015", - "J016", - "J016", - "J016", - "J017", - "J017", - "J017", - "J018", - "J018", - "J018", - "J019", - "J019", - "J019", - "J020", - "J020", - "J020", - "J021", - "J021", - "J021", - "J022", - "J022", - "J022", - "J023", - "J023", - "J023", - "J024", - "J024", - "J024", - "J025", - "J025", - "J025", - "J026", - "J026", - "J026", - "J027", - "J027", - "J027", - "J028", - "J028", - "J028", - "J029", - "J029", - "J029", - "J030", - "J030", - "J030", - "J031", - "J031", - "J031", - "J032", - "J032", - "J032", - "J033", - "J033", - "J033", - "J034", - "J034", - "J034", - "J035", - "J035", - "J035", - "J036", - "J036", - "J036", - "J037", - "J037", - "J037", - "J038", - "J038", - "J038", - "J039", - "J039", - "J039", - "J040", - "J040", - "J040", - "J041", - "J041", - "J041", - "J042", - "J042", - "J042", - "J043", - "J043", - "J043", - "J044", - "J044", - "J044", - "J045", - "J045", - "J045", - "J046", - "J046", - "J046", - "J047", - "J047", - "J047", - "J048", - "J048", - "J048", - "J048", - "J048", - "J048", - "J049", - "J049", - "J049", - "J050", - "J050", - "J050", - "J051", - "J051", - "J051", - "J052", - "J052", - "J052", - "J053", - "J053", - "J053", - "J054", - "J054", - "J054", - "J055", - "J055", - "J055", - "J056", - "J056", - "J056", - "J057", - "J057", - "J057", - "J058", - "J058", - "J058", - "J059", - "J059", - "J059", - "J060", - "J060", - "J060", - "J061", - "J061", - "J061", - "J062", - "J062", - "J062", - "J063", - "J063", - "J063", - "J064", - "J064", - "J064", - "J065", - "J065", - "J065", - "J066", - "J066", - "J066", - "J067", - "J067", - "J067", - "J068", - "J068", - "J068", - "JAL", - "JAL", - "JAL", - "JAR", - "JAR", - "JAR", - "JAR", - "JBC", - "JBC", - "JBC", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBM", - "JBM", - "JBM", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBN", - "JBN", - "JBN", - "JBN", - "JBN", - "JBN", - "JBN", - "JBN", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBR", - "JBR", - "JBR", - "JBR", - "JBR", - "JBR", - "JBR", - "JBR", - "JBR", - "JBZ", - "JBZ", - "JBZ", - "JCB", - 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"KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KOM", - "KOM", - "KOM", - "KOM", - "KOM", - "KOM", - "KOM", - "KOM", - "KOM", - "KOM", - "KOM", - "KOM", - "KOM", - "KOM", - "KPP", - "KPP", - "KPP", - "KPP", - "KPP", - "KPP", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPPB", - "KPR", - "KPR", - "KPR", - "KPR", - "KPR", - "KPR", - "KPR", - "KPR", - "KPR", - "KPR", - "KPR", - "KPR", - "KPR", - "KPR", - "KPR", - "KRK", - "KRK", - "KRK", - "KRK", - "KRK", - "KRK", - "KRK", - "KRK", - "KRK", - "KRK", - "KRM", - "KRM", - "KRM", - "KRM", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KSC", - "KSC", - "KSC", - "KSC", - "KSM", - "KSM", - "KSM", - "KSM", - "KSM", - "KSM", - "KSM", - "KSP", - "KSP", - "KSP", - "KSX", - "KSX", - "KSX", - "KSX", - "KSX", - "KSX", - "KSX", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KTD", - "KTD", - "KTD", - "KTD", - "KTD", - "KTD", - "KTR", - "KTR", - "KTR", - "KTR", - "L001", - "L001", - "L001", - "L002", - "L002", - "L002", - "L003", - "L003", - "L003", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAC", - "LAC", - "LAC", - "LAM", - "LAM", - "LAM", - "LAMB", - "LAS", - "LAS", - "LAS", - "LAS", - "LAS", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LBA", - "LBC", - "LBC", - "LBC", - "LBC", - "LBC", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBF", - "LBF", - "LBF", - "LBF", - "LBF", - "LBF", - "LBG", - "LBG", - "LBK", - "LBK", - "LBK", - "LBK", - "LBK", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBM", - "LBM", - "LBM", - "LBM", - "LBM", - "LBO", - "LBO", - "LBO", - "LBO", - "LBO", - "LBO", - "LBO", - "LBP", - "LBP", - "LBP", - "LBP", - "LBP", - "LBR", - "LBR", - "LBR", - "LBR", - "LBR", - "LBR", - "LBR", - "LBR", - "LBR", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LCA", - "LCA", - "LCF", - "LCF", - "LCF", - "LCF", - "LCF", - "LCF", - "LCF", - "LCF", - "LCM", - "LCM", - "LCM", - "LCM", - "LCM", - "LCM", - "LCM", - "LCM", - "LCM", - "LCM", - "LCS", - "LCS", - "LCS", - "LCSB", - "LCSB", - "LDB", - "LDB", - "LDB", - "LDB", - "LDB", - "LDB", - "LDB", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDL", - "LDL", - "LDL", - "LDL", - "LDL", - "LDL", - "LDL", - "LDL", - "LDL", - "LEL", - "LEL", - "LEL", - "LEL", - "LEL", - "LEL", - "LEL", - "LEL", - "LEL", - "LGB", - "LGB", - "LGB", - "LGB", - "LGB", - "LGB", - "LGB", - "LGH", - "LGM", - "LGM", - "LGM", - "LGM", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGP", - "LGP", - "LGP", - "LGP", - "LGP", - "LGR", - "LGR", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LHC", - "LHC", - "LHC", - "LHC", - "LHC", - "LHE", - "LHE", - "LHE", - "LHE", - "LHE", - "LHE", - "LHE", - "LHE", - "LHE", - "LHE", - "LHE", - "LHH", - "LHK", - "LHK", - "LHK", - "LHM", - "LHM", - "LHM", - "LHO", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMD", - "LMD", - "LMD", - "LME", - "LME", - "LME", - "LME", - "LME", - "LME", - "LME", - "LME", - "LME", - "LMH", - "LMH", - "LMH", - "LMH", - "LMH", - "LMH", - "LMH", - "LMH", - "LMH", - "LMI", - "LMI", - "LMI", - "LMI", - "LMI", - "LMI", - "LMM", - "LMP", - "LMP", - "LMP", - "LMP", - "LMP", - "LMP", - "LMP", - "LMP", - "LMZ", - "LMZ", - "LMZ", - "LOM", - "LPD", - "LPD", - "LPD", - "LPG", - "LPG", - "LPG", - "LPG", - "LPK", - "LPK", - "LPK", - "LPK", - "LRB", - "LRB", - "LRB", - "LRB", - "LRCG", - "LRCG", - "LRCG", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRS", - "LRS", - "LRS", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSF", - "LSF", - "LSF", - "LSF", - "LSF", - "LSF", - "LSF", - "LSH", - "LSH", - "LSH", - "LSH", - "LSH", - "LSH", - "LSH", - "LSH", - "LSH", - "LSI", - "LSI", - "LSI", - "LSI", - "LSL", - "LSL", - "LSL", - "LSL", - "LSL", - "LSM", - "LSM", - "LSM", - "LSR", - "LSR", - "LSR", - "LSR", - "LSS", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTI", - "LTI", - "LTI", - "LTI", - "LTI", - "LTN", - "LTN", - "LTN", - "LVR", - "LVR", - "LVR", - "LVR", - "LWD", - "LWH", - "LWH", - "LWH", - "LWH", - "LWH", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "MAT", - "MAT", - "MBE", - "MBE", - "MBE", - "MBO", - "MBO", - "MBO", - "MBO", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBU", - "MBU", - "MBUB", - "MBUB", - "MBUB", - "MBUB", - "MBUB", - "MBUB", - "MBY", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCD", - "MCD", - "MCD", - "MCD", - "MCH", - "MCL", - "MCL", - "MCL", - "MCM", - "MCM", - "MCM", - "MCM", - "MCN", - "MCO", - "MCO", - "MCO", - "MCO", - "MCR", - "MCR", - "MCS", - "MCS", - "MCS", - "MCU", - "MCU", - "MCU", - "MCU", - "MCU", - "MCU", - "MCUB", - "MCUB", - "MCV", - "MCV", - "MCW", - "MCY", - "MCY", - "MCY", - "MCY", - "MCY", - "MCY", - "MDC", - "MDC", - "MDC", - "MDC", - "MDC", - "MDH", - "MDH", - "MDH", - "MDH", - "MDH", - "MDH", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDP", - "MDP", - "MDP", - "MDP", - "MDP", - "MDP", - "MDP", - "MDP", - "MDP", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDPB", - "MDPB", - "MDPB", - "MDPB", - "MDPB", - "MDPB", - "MDPB", - "MDPB", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDW", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MFB", - "MFB", - "MFB", - "MGP", - "MGP", - "MGP", - "MGP", - "MGP", - "MGPB", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MHD", - "MHD", - "MHD", - "MHD", - "MHD", - "MILG", - "MILG", - "MILG", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MLC", - "MLC", - "MLC", - "MLC", - "MLH", - "MLH", - "MLH", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLK", - "MLK", - "MLK", - "MLK", - "MLK", - "MLL", - "MLM", - "MLM", - "MLM", - "MLM", - "MLR", - "MLR", - "MLR", - "MMI", - "MMI", - "MMI", - "MMI", - "MMI", - "MMI", - "MML", - "MML", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMP", - "MMP", - "MMP", - "MMS", - "MMS", - "MMS", - "MMS", - "MMT", - "MMT", - "MMW", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MNH", - "MNH", - "MNH", - "MNHB", - "MNHB", - "MNHB", - "MNP", - "MNP", - "MNP", - "MNP", - "MOG", - "MOG", - "MOY", - "MOY", - "MOY", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPR", - "MPR", - "MPR", - "MPR", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ2P", - "MQ2P", - "MQ2P", - "MQ2P", - "MQ2P", - "MQ2P", - "MQ3P", - "MQ3P", - "MQ3P", - "MQ3P", - "MQ3P", - "MQ3P", - "MRC", - "MRC", - "MRC", - "MRD", - "MRD", - "MRD", - "MRD", - "MRD", - "MRD", - "MRD", - "MRD", - "MRD", - "MRF", - "MRF", - "MRF", - "MRF", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRS", - "MRS", - "MRS", - "MSK", - "MSK", - "MSK", - "MSK", - "MSL", - "MSL", - "MSL", - "MSL", - "MSL", - "MSL", - "MST", - "MST", - "MST", - "MSV", - "MSV", - "MSVB", - "MSVB", - "MSVB", - "MSVB", - "MSVB", - "MSVB", - "MTC", - "MTC", - "MTC", - "MTC", - "MTC", - "MTC", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTU", - "MTU", - "MTU", - "MTU", - "MTU", - "MWB", - "MWB", - "MWB", - "MWB", - "MYL", - "MYL", - "MYL", - "MYM", - "N001", - "N001", - "N001", - "N002", - "N002", - "N002", - "N003", - "N003", - "N003", - "N004", - "N004", - "N004", - "N005", - "N005", - "N005", - "N006", - "N006", - "N006", - "N007", - "N007", - "N007", - "N008", - "N008", - "N008", - "N009", - "N009", - "N009", - "N010", - "N010", - "N010", - "N011", - "N011", - "N011", - "N012", - "N012", - "N012", - "N013", - "N013", - "N013", - "N014", - "N014", - "N014", - "N015", - "N015", - "N015", - "N016", - "N016", - "N016", - "N017", - "N017", - "N017", - "N018", - "N018", - "N018", - "N019", - "N019", - "N019", - "N019B", - "N019B", - "N019B", - "N020", - "N020", - "N020", - "N021", - "N021", - "N021", - "N022", - "N022", - "N022", - "NAD", - "NAD", - "NAD", - "NAD", - "NAD", - "NAD", - "NAD", - "NAD", - "NAD", - "NAD", - "NAD", - "NAP", - "NAP", - "NAP", - "NAPB", - "NAPB", - "NAPC", - "NAPC", - "NAPC", - "NAPC", - "NAPC", - "NAPC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBP", - "NBP", - "NBP", - "NBP", - "NBP", - "NBP", - 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"NSP", - "NSP", - "NSP", - "NTA", - "NTA", - "NTA", - "NTA", - "NTA", - "NTA", - "NTA", - "NTA", - "NTA", - "NTA", - "NTA", - "NTA", - "NTA", - "NTAB", - "NTAB", - "NTAB", - "NTAB", - "NTAB", - "NTAC", - "NTAC", - "NTAC", - "NTAC", - "NTAC", - "NTAC", - "NTAC", - "NTAC", - "NTAC", - "NTB", - "NTB", - "NTB", - "NTO", - "NTO", - "NTO", - "NTO", - "NTO", - "NTO", - "NTO", - "NTO", - "NTO", - "NTR", - "NTR", - "NTR", - "NTR", - "NTR", - "NTR", - "NTR", - "NTY", - "NTY", - "NTY", - "NTYB", - "NTYB", - "NTYB", - "NTYB", - "NTYB", - "NTYB", - "NTYB", - "NTYB", - "NTYB", - "NVA", - "NVA", - "NVA", - "NVC", - "NVC", - "NVC", - "NVC", - "NVC", - "NVC", - "NVE", - "NVE", - "NVE", - "NVE", - "NVE", - "NVE", - "NWL", - "NWL", - "NWL", - "NWL", - "NWL", - "NWL", - "NWL", - "NWL", - "NWL", - "NWL", - "NWL", - "NWL", - "NWL", - "NWL", - "NWL", - "NWR", - "NWR", - "NWR", - "NWR", - "NWS", - "NWS", - "NWS", - "NWS", - "NWS", - "NWS", - "NWS", - "NWS", - "NWS", - "NWS", - "NWS", - "NWS", - "NWS", - "NWS", - "NWS", - "O001", - "O001", - "O001", - "OBH", - "OBH", - "OBH", - "OBH", - "OBH", - "OBH", - "OBHB", - "OBHB", - "OBHB", - "OBHB", - "OBHB", - "OBHB", - "OBHB", - "OBHB", - "OBHB", - "OBHB", - "OBHB", - "OCH", - "OCH", - "OCM", - "OCM", - "OCM", - "OCR", - "OCR", - "OGO", - "OGO", - "OGO", - "OGO", - "OGO", - "OHC", - "OHC", - "OHC", - "OHC", - "ORA", - "ORA", - "ORA", - "ORA", - "ORA", - "ORA", - "ORD", - "ORD", - "ORD", - "OST", - "OST", - "OST", - "OSU", - "OSU", - "OSU", - "OWY", - "OWY", - "OWY", - "OWY", - "OWY", - "OWY", - "PAB", - "PAB", - "PAB", - "PABB", - "PABB", - "PABB", - "PABB", - "PAD", - "PAD", - "PAD", - "PAD", - "PAD", - "PADB", - "PADB", - "PADB", - "PAG", - "PAG", - "PAG", - "PAG", - "PAG", - "PAG", - "PAG", - "PAG", - "PAGB", - "PAGB", - "PAGB", - "PAGB", - "PAGB", - "PAGB", - "PAGB", - "PAGB", - "PAGB", - "PAGB", - "PAGB", - "PAGB", - "PAGB", - "PAGB", - "PAGB", - "PAGB", - "PAGB", - "PAGB", - "PAN", - "PAN", - "PAN", - "PAN", - "PAN", - "PAN", - "PAN", - "PAN", - "PAN", - "PAN", - "PAP", - "PAP", - "PAP", - "PAP", - "PAP", - "PAP", - "PAP", - "PAR", - "PAR", - "PAR", - "PAV", - "PBC", - "PBC", - "PBC", - "PBC", - "PBC", - "PBC", - "PBC", - "PBC", - "PBC", - "PBC", - "PBC", - "PBC", - "PBC", - "PBC", - "PBC", - "PBI", - "PBI", - "PBI", - "PBI", - "PBI", - "PBI", - "PBI", - "PBI", - "PBI", - "PBIB", - "PBIB", - "PBIB", - "PBIB", - "PBIB", - "PBM", - "PBM", - "PBM", - "PBM", - "PBM", - "PBM", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBO", - "PBP", - "PBP", - "PBP", - "PBP", - "PBR", - "PBS", - "PBS", - "PBW", - "PBW", - "PBW", - "PBW", - "PBW", - "PBW", - "PBW", - "PBY", - "PCA", - "PCA", - "PCA", - "PCA", - "PCA", - "PCB", - "PCB", - "PCB", - "PCB", - "PCB", - "PCB", - "PCB", - 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stationnetworkchannellocationratestart_timeend_timelatitudelongitudeelevationdepthdipazimuth
0AARNCEHZ--100.01984/01/01,00:00:001987/05/01,00:00:0039.27594-121.02696911.00.0-90.00.0
1AARNCEHZ--100.01987/05/01,00:00:002006/01/04,19:19:0039.27594-121.02696911.00.0-90.00.0
2AARNCSHZ--20.01994/11/28,00:00:002006/01/04,19:19:0039.27594-121.02696911.00.0-90.00.0
3AASNCEHZ--100.01984/11/27,18:45:001987/05/01,00:00:0038.43014-121.1095931.00.0-90.00.0
4AASNCEHZ--100.01987/05/01,00:00:002021/08/13,16:50:0038.43014-121.1095931.00.0-90.00.0
\n", + "
" ], - "source": [ - "fig = px.scatter_geo(data,\n", - " lat='latitude',lon='longitude', \n", - " range_color=(6,9),\n", - " height=600, width=600,\n", - " hover_name=\"station\",\n", - " hover_data=['network','station','channel','rate']);\n", - "fig.update_geos(resolution=110, showcountries=True)\n" + "text/plain": [ + " station network channel location rate start_time \\\n", + "0 AAR NC EHZ -- 100.0 1984/01/01,00:00:00 \n", + "1 AAR NC EHZ -- 100.0 1987/05/01,00:00:00 \n", + "2 AAR NC SHZ -- 20.0 1994/11/28,00:00:00 \n", + "3 AAS NC EHZ -- 100.0 1984/11/27,18:45:00 \n", + "4 AAS NC EHZ -- 100.0 1987/05/01,00:00:00 \n", + "\n", + " end_time latitude longitude elevation depth dip azimuth \n", + "0 1987/05/01,00:00:00 39.27594 -121.02696 911.0 0.0 -90.0 0.0 \n", + "1 2006/01/04,19:19:00 39.27594 -121.02696 911.0 0.0 -90.0 0.0 \n", + "2 2006/01/04,19:19:00 39.27594 -121.02696 911.0 0.0 -90.0 0.0 \n", + "3 1987/05/01,00:00:00 38.43014 -121.10959 31.0 0.0 -90.0 0.0 \n", + "4 2021/08/13,16:50:00 38.43014 -121.10959 31.0 0.0 -90.0 0.0 " ] - 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"BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJF", - "BJO", - "BJO", - "BJO", - "BJO", - "BJO", - "BJOB", - "BJOB", - "BJOB", - "BJOB", - "BJOB", - "BJOB", - "BJOB", - "BJOB", - "BJOB", - "BJOB", - "BJOB", - "BJOB", - "BJOB", - "BJOB", - "BJOB", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BKC", - "BLR", - "BLR", - "BLR", - "BLR", - "BLR", - "BLR", - "BLR", - "BMS", - "BMS", - "BMS", - "BMS", - "BMS", - "BMS", - "BPC", - "BPC", - "BPC", - "BPC", - "BPC", - "BPC", - "BPC", - "BPC", - "BPE", - "BPE", - "BPE", - "BPE", - "BPE", - "BPE", - "BPF", - "BPF", - "BPF", - "BPF", - "BPF", - "BPI", - "BPI", - "BPI", - "BPI", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPL", - "BPO", - "BPO", - "BPO", - "BPO", - "BPO", - "BPO", - "BPO", - "BPO", - "BPO", - "BPO", - "BPO", - "BPO", - "BPO", - "BPO", - "BPO", - "BPOB", - "BPOB", - "BPOB", - "BPOB", - "BPOB", - "BPOB", - "BPOB", - "BPOB", - "BPOB", - "BPOB", - "BPOB", - "BPOB", - "BPOB", - "BPOB", - "BPOB", - "BPP", - "BPR", - "BPR", - "BPR", - "BPR", - "BPRB", - "BPRB", - "BPRB", - "BPRB", - "BPS", - "BPS", - "BPS", - "BPS", - "BPS", - "BPS", - "BPV", - "BPV", - "BPV", - "BPV", - "BPV", - "BPV", - "BPV", - "BPV", - "BPV", - "BPV", - "BPV", - "BPV", - "BPV", - "BPV", - "BPV", - "BRM", - "BRM", - "BRM", - "BRV", - "BRV", - "BRV", - "BRV", - "BSC", - "BSC", - "BSC", - "BSC", - "BSC", - "BSC", - "BSC", - "BSC", - "BSC", - "BSC", - "BSC", - "BSC", - "BSC", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSG", - "BSL", - "BSL", - "BSL", - "BSL", - "BSM", - "BSM", - "BSM", - "BSM", - "BSM", - "BSM", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BSR", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTI", - "BTV", - "BTV", - "BTV", - "BTV", - "BTV", - "BTV", - "BTV", - "BTV", - "BTV", - "BTV", - "BTV", - "BTV", - "BTV", - "BTV", - "BTV", - "BVL", - "BVL", - "BVL", - "BVLB", - "BVY", - "BVY", - "BVY", - "C001", - "C001", - "C001", - "C002", - "C002", - "C002", - "C003", - "C003", - "C003", - "C004", - "C004", - "C004", - "C005", - "C005", - "C005", - "C006", - "C006", - "C006", - "C007", - "C007", - "C007", - "C008", - "C008", - "C008", - "C008", - "C008", - "C008", - "C009", - "C009", - "C009", - "C010", - "C010", - "C010", - "C011", - "C011", - "C011", - "C012", - "C012", - "C012", - "C013", - "C013", - "C013", - "C014", - "C014", - "C014", - "C015", - "C015", - "C015", - "C016", - "C016", - "C016", - "C017", - "C017", - "C017", - "C018", - "C018", - "C018", - "C019", - "C019", - "C019", - "C020", - "C020", - "C020", - "C021", - "C021", - "C021", - "C022", - "C022", - "C022", - "C023", - "C023", - "C023", - "C024", - "C024", - "C024", - "C025", - "C025", - "C025", - "C026", - "C026", - "C026", - "C027", - "C027", - "C027", - "C028", - "C028", - "C028", - "C029", - "C029", - "C029", - "C030", - "C030", - "C030", - "C031", - "C031", - "C031", - "C032", - "C032", - "C032", - "C033", - "C033", - "C033", - "C034", - "C034", - "C034", - "C035", - "C035", - "C035", - "C036", - "C036", - "C036", - "C037", - "C037", - "C037", - "C038", - "C038", - "C038", - "C039", - "C039", - "C039", - "C040", - "C040", - "C040", - "C041", - "C041", - "C041", - "C042", - "C042", - "C042", - "C043", - "C043", - "C043", - "C044", - "C044", - "C044", - "C045", - "C045", - "C045", - "C046", - "C046", - "C046", - "C047", - "C047", - "C047", - "C048", - "C048", - "C048", - "C049", - "C049", - "C049", - "C050", - "C050", - "C050", - "C051", - "C051", - "C051", - "C052", - "C052", - "C052", - "C053", - "C053", - "C053", - "C054", - "C054", - "C054", - "C055", - "C055", - "C055", - "C056", - "C056", - "C056", - "C057", - "C057", - "C057", - "C058", - "C058", - "C058", - "C059", - "C059", - "C059", - "C060", - "C060", - "C060", - "C061", - "C061", - "C061", - "C062", - "C062", - "C062", - "C063", - "C063", - "C063", - "C064", - "C064", - "C064", - "C065", - "C065", - "C065", - "C066", - "C066", - "C066", - "C067", - "C067", - "C067", - "C068", - "C068", - "C068", - "C069", - "C069", - "C069", - "C070", - "C070", - "C070", - "C071", - "C071", - "C071", - "C072", - "C072", - "C072", - "C073", - "C073", - "C073", - "CAC", - "CAC", - "CAC", - "CAC", - "CAC", - "CAD", - "CAD", - "CAD", - "CAD", - "CAD", - "CAD", - "CADB", - "CADB", - "CADB", - "CADB", - "CADB", - "CADB", - "CADB", - "CADB", - "CADB", - "CAG", - "CAG", - "CAG", - "CAG", - "CAG", - "CAG", - "CAG", - "CAG", - "CAG", - "CAI", - "CAI", - "CAI", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAL", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAO", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CAP", - "CBK", - "CBK", - "CBLG", - "CBLG", - "CBLG", - "CBLG", - "CBP", - "CBP", - "CBP", - "CBP", - "CBP", - "CBP", - "CBP", - "CBP", - "CBP", - "CBP", - "CBP", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBR", - "CBS", - "CBS", - "CBS", - "CBSB", - "CBSB", - "CBSB", - "CBSB", - "CBW", - "CBW", - "CBW", - "CBW", - "CBW", - "CBW", - "CBW", - "CBW", - "CBZ", - "CBZ", - "CBZ", - "CBZ", - "CBZ", - "CBZ", - "CBZ", - "CBZ", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCH1", - "CCO", - "CCO", - "CCO", - "CCO", - "CCO", - "CCO", - "CCO", - "CCO", - "CCO", - "CCO", - "CCO", - "CCOB", - "CCOB", - "CCOB", - "CCOB", - "CCOB", - "CCOB", - "CCOB", - "CCOB", - "CCOB", - "CCOB", - "CCOB", - "CCOB", - "CCOB", - "CCOB", - "CCOB", - "CCY", - "CCY", - "CCY", - "CCY", - "CCY", - "CDA", - "CDA", - "CDA", - "CDG", - "CDG", - "CDG", - "CDG", - "CDG", - "CDG", - "CDG", - "CDG", - "CDG", - "CDG", - "CDG", - "CDG", - "CDG", - "CDG", - "CDG", - "CDO", - "CDO", - "CDO", - "CDOB", - "CDOB", - "CDOB", - "CDOB", - "CDOB", - "CDOB", - "CDOB", - "CDU", - "CDU", - "CDU", - "CDU", - "CDU", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CDV", - "CGP", - "CGP", - "CGP", - "CGP", - "CGP", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CGP1", - "CHMG", - "CHMG", - "CHMG", - "CHMG", - "CHMG", - "CHMG", - "CHR", - "CHR", - "CHR", - "CHR", - "CHR", - "CLC", - "CLC", - "CLC", - "CLCB", - "CLCB", - "CLCB", - "CLCB", - "CLCB", - "CLCB", - "CLCB", - "CLCB", - "CLCB", - "CMC", - "CMC", - "CMC", - "CMC", - "CMC", - "CMC", - "CMC", - "CMC", - "CMC", - "CMH", - "CMH", - "CMH", - "CMI", - "CMI", - "CMI", - "CMJ", - "CMJ", - "CMJ", - "CMK", - "CMK", - "CMK", - "CMK", - "CMK", - "CMK", - "CML", - "CML", - "CML", - "CML", - "CML", - "CML", - "CML", - "CMLP", - "CMLP", - "CMLP", - "CMLP", - "CMM", - "CMM", - "CMM", - "CMM", - "CMM", - "CMM", - "CMM", - "CMN", - "CMN", - "CMN", - "CMN", - "CMN", - "CMN", - "CMO", - "CMO", - "CMO", - "CMO", - "CMOB", - "CMOB", - "CMOB", - "CMOB", - "CMOB", - "CMOB", - "CMOB", - "CMOB", - "CMOB", - "CMP", - "CMP", - "CMP", - "CMP", - "CMP", - "CMR", - "CMR", - "CMR", - "CMW", - "CMW", - "CMW", - "CMW", - "CMW", - "CMW", - "CMW", - "CMW", - "CMW", - "CMW", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CMW1", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "CNI", - "COS", - "COS", - "COS", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPI", - "CPL", - "CPL", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPM", - "CPP", - "CPP", - "CPP", - "CPP", - "CPP", - "CRA", - "CRA", - "CRA", - "CRH", - "CRH", - "CRH", - "CRH", - "CRH", - "CRH", - "CRH", - "CRH", - "CRH", - "CRH", - "CRP", - "CRP", - "CRP", - "CRP", - "CRP", - "CRP", - "CRPB", - "CRPB", - "CRPB", - "CRPB", - "CRPB", - "CRPB", - "CRPB", - "CRPB", - "CRPB", - "CSA", - "CSA", - "CSA", - "CSA", - "CSA", - "CSA", - "CSA", - "CSA", - "CSA", - "CSA", - "CSA", - "CSC", - "CSC", - "CSH", - "CSH", - "CSH", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSL", - "CSP", - "CSP", - "CSP", - "CSP", - "CSP", - "CSPB", - "CSPB", - "CSPB", - "CSPB", - "CST", - "CST", - "CST", - "CSTB", - "CSTB", - "CSTC", - "CSTC", - "CSTC", - "CSU", - "CSU", - "CSU", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSU1", - "CSV", - "CSV", - "CTA", - "CTA", - "CTA", - "CTA", - "CTA", - "CTA", - "CTA", - "CTA", - "CTA", - "CTH", - "CTH", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CUSLD", - "CVA", - "CVA", - "CVA", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVL", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CVP", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYB", - "CYD", - "CYD", - "CYD", - "CYD", - "CYD", - "CYD", - "CYD", - "CYD", - "CYD", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "CYD1", - "DBOG", - "DBOG", - "DBOG", - "DBOG", - "DBOG", - "EXSG", - "EXSG", - "EXSG", - "EXSG", - "EXSG", - "EXSG", - "G001", - "G001", - "G001", - "G002", - "G002", - "G002", - "G003", - "G003", - "G003", - "G004", - "G004", - "G004", - "G005", - "G005", - "G005", - "G006", - "G006", - "G006", - "G007", - "G007", - "G007", - "GAC", - "GAC", - "GAC", - "GAR", - "GAR", - "GAR", - "GAX", - "GAX", - "GAX", - "GAXB", - "GAXB", - "GAXB", - "GAXB", - "GAXB", - "GAXB", - "GAXB", - "GAXB", - "GBB", - "GBB", - "GBD", - "GBD", - "GBD", - "GBG", - "GBG", - "GBG", - "GBG", - "GBG", - "GBG", - "GBG", - "GBG", - "GBG", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBL", - "GBM", - "GBM", - "GBM", - "GCB", - "GCB", - "GCB", - "GCK", - "GCK", - "GCM", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCPN", - "GCR", - "GCR", - "GCR", - "GCR", - "GCS", - "GCS", - "GCS", - "GCV", - "GCV", - "GCV", - "GCV", - "GCV", - "GCV", - "GCVB", - "GCVB", - "GCVB", - "GCVB", - "GCVB", - "GCVB", - "GCVB", - "GCVB", - "GCVB", - "GCW", - "GCW", - "GCW", - "GCW", - "GCW", - "GDC", - "GDC", - "GDC", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDCB", - "GDX", - "GDX", - "GDX", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GDXB", - "GFC", - "GFC", - "GFC", - "GFC", - "GFC", - "GFC", - "GGL", - "GGP", - "GGP", - "GGP", - "GGP", - "GGP", - "GGP", - "GGP", - "GGP", - "GGP", - "GGPB", - "GGPB", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGPC", - "GGU", - "GGU", - "GGU", - "GHC", - "GHC", - "GHC", - "GHG", - "GHG", - "GHG", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHGB", - "GHL", - "GHL", - "GHL", - "GHM", - "GHM", - "GHM", - "GHO", - "GHO", - "GHO", - "GHO", - "GHO", - "GHO", - "GHV", - "GHV", - "GHV", - "GHV", - "GMC", - "GMC", - "GMC", - "GMK", - "GMK", - "GMK", - "GMM", - "GMO", - "GMO", - "GMR", - "GMR", - "GMR", - "GMR", - "GMR", - "GMR", - "GMR", - "GMR", - "GNA", - "GNA", - "GNA", - "GNA", - "GNA", - "GNA", - "GNA", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GNR", - "GPM", - "GPM", - "GPM", - "GPM", - "GPM", - "GPM", - "GPM", - "GPM", - "GRO", - "GRO", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GROB", - "GRT", - "GRT", - "GRT", - "GRT", - "GRT", - "GRT", - "GRT", - "GSG", - "GSG", - "GSG", - "GSG", - "GSG", - "GSM", - "GSN", - "GSN", - "GSN", - "GSN", - "GSN", - "GSN", - "GSN", - "GSN", - "GSS", - "GSS", - "GSS", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GSX", - "GTC", - "GTC", - "GTC", - "GTC", - "GTC", - "GTS", - "GTS", - "GTS", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVA", - "GVV", - "GVV", - "GVV", - "GWK", - "GWK", - "GWK", - "GWK", - "GWR", - "GWR", - "GWR", - "GWR", - "GWR", - "GWR", - "GWR", - "GWR", - "GWR", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "GWW", - "H001", - "H001", - "H001", - "H002", - "H002", - "H002", - "HAZ", - "HAZ", - "HAZ", - "HAZ", - "HAZ", - "HAZ", - "HAZ", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBC", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBH", - "HBT", - "HBT", - "HBT", - "HBT", - "HBT", - "HBT", - "HBT", - "HBT", - "HBT", - "HCA", - "HCA", - "HCA", - "HCA", - "HCA", - "HCAB", - "HCAB", - "HCAB", - "HCAB", - "HCB", - "HCB", - "HCB", - "HCBB", - "HCBB", - "HCBB", - "HCBB", - "HCO", - "HCO", - "HCO", - "HCO", - "HCO", - "HCO", - "HCO", - "HCP", - "HCP", - "HCR", - "HCR", - "HCR", - "HCRB", - "HCRB", - "HCRB", - "HCRB", - "HDL", - "HDL", - "HDL", - "HDL", - "HDL", - "HER", - "HER", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HES", - "HFE", - "HFE", - "HFE", - "HFE", - "HFE", - "HFH", - "HFH", - "HFM", - "HFM", - "HFM", - "HFM", - "HFM", - "HFM", - "HFP", - "HFP", - "HFP", - "HGS", - "HGS", - "HGS", - "HGS", - "HGS", - "HGS", - "HGS", - "HGS", - "HGS", - "HGS", - "HGW", - "HGW", - "HGW", - "HJG", - "HJG", - "HJG", - "HJG", - "HJG", - "HJS", - "HJS", - "HJS", - "HJS", - "HJS", - "HJS", - "HJS", - "HKR", - "HKR", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLB", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLO", - "HLP", - "HLP", - "HLP", - "HLP", - "HLP", - "HLP", - "HLT", - "HLT", - "HLT", - "HLT", - "HLT", - "HLT", - "HLT", - "HMO", - "HMO", - "HMO", - "HMO", - "HMO", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMOB", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMP", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HMS", - "HOR", - "HOR", - "HOR", - "HPC", - "HPC", - "HPC", - "HPC", - "HPC", - "HPC", - "HPC", - "HPC", - "HPC", - "HPC", - "HPH", - "HPH", - "HPH", - "HPH", - "HPH", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPL", - "HPR", - "HPR", - "HQR", - "HQR", - "HQR", - "HQR", - "HQR", - "HQR", - "HQR", - "HQR", - "HQR", - "HQR", - "HSF", - "HSF", - "HSF", - "HSF", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSFB", - "HSL", - "HSL", - "HSL", - "HSL", - "HSP", - "HSP", - "HSP", - "HTU", - "HTU", - "HTU", - "HTU", - "J001", - "J001", - "J001", - "J002", - "J002", - "J002", - "J003", - "J003", - "J003", - "J004", - "J004", - "J004", - "J005", - "J005", - "J005", - "J006", - "J006", - "J006", - "J007", - "J007", - "J007", - "J008", - "J008", - "J008", - "J009", - "J009", - "J009", - "J010", - "J010", - "J010", - "J011", - "J011", - "J011", - "J012", - "J012", - "J012", - "J013", - "J013", - "J013", - "J014", - "J014", - "J014", - "J015", - "J015", - "J015", - "J016", - "J016", - "J016", - "J017", - "J017", - "J017", - "J018", - "J018", - "J018", - "J019", - "J019", - "J019", - "J020", - "J020", - "J020", - "J021", - "J021", - "J021", - "J022", - "J022", - "J022", - "J023", - "J023", - "J023", - "J024", - "J024", - "J024", - "J025", - "J025", - "J025", - "J026", - "J026", - "J026", - "J027", - "J027", - "J027", - "J028", - "J028", - "J028", - "J029", - "J029", - "J029", - "J030", - "J030", - "J030", - "J031", - "J031", - "J031", - "J032", - "J032", - "J032", - "J033", - "J033", - "J033", - "J034", - "J034", - "J034", - "J035", - "J035", - "J035", - "J036", - "J036", - "J036", - "J037", - "J037", - "J037", - "J038", - "J038", - "J038", - "J039", - "J039", - "J039", - "J040", - "J040", - "J040", - "J041", - "J041", - "J041", - "J042", - "J042", - "J042", - "J043", - "J043", - "J043", - "J044", - "J044", - "J044", - "J045", - "J045", - "J045", - "J046", - "J046", - "J046", - "J047", - "J047", - "J047", - "J048", - "J048", - "J048", - "J048", - "J048", - "J048", - "J049", - "J049", - "J049", - "J050", - "J050", - "J050", - "J051", - "J051", - "J051", - "J052", - "J052", - "J052", - "J053", - "J053", - "J053", - "J054", - "J054", - "J054", - "J055", - "J055", - "J055", - "J056", - "J056", - "J056", - "J057", - "J057", - "J057", - "J058", - "J058", - "J058", - "J059", - "J059", - "J059", - "J060", - "J060", - "J060", - "J061", - "J061", - "J061", - "J062", - "J062", - "J062", - "J063", - "J063", - "J063", - "J064", - "J064", - "J064", - "J065", - "J065", - "J065", - "J066", - "J066", - "J066", - "J067", - "J067", - "J067", - "J068", - "J068", - "J068", - "JAL", - "JAL", - "JAL", - "JAR", - "JAR", - "JAR", - "JAR", - "JBC", - "JBC", - "JBC", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBG", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBL", - "JBM", - "JBM", - "JBM", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBMB", - "JBN", - "JBN", - "JBN", - "JBN", - "JBN", - "JBN", - "JBN", - "JBN", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBNB", - "JBR", - "JBR", - "JBR", - "JBR", - "JBR", - "JBR", - "JBR", - "JBR", - "JBR", - "JBZ", - "JBZ", - "JBZ", - "JCB", - "JCB", - "JCB", - "JCB", - "JCB", - "JCB", - "JCB", - "JCB", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCH", - "JCP", - "JCP", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JCPB", - "JEC", - "JEC", - "JEC", - "JEC", - "JEC", - "JECB", - "JECB", - "JECB", - "JECB", - "JECB", - "JECB", - "JECB", - "JECB", - "JEG", - "JEG", - "JEG", - "JEG", - "JEG", - "JEL", - "JEL", - "JELB", - "JELB", - "JELB", - "JELB", - "JELB", - "JELB", - "JELB", - "JELB", - "JELB", - "JELB", - "JELB", - "JELB", - "JELB", - "JELB", - "JELB", - "JFP", - "JFP", - "JFP", - "JFP", - "JFP", - "JGR", - "JGR", - "JGR", - "JGR", - "JGR", - "JHL", - "JHL", - "JHL", - "JHP", - "JHP", - "JHP", - "JHU", - "JHU", - "JHU", - "JHU", - "JHU", - "JJO", - 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"KBN", - "KBN", - "KBN", - "KBN", - "KBN", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBO", - "KBR", - "KBR", - "KBR", - "KBS", - "KBS", - "KBS", - "KBS", - "KBS", - "KBS", - "KBS", - "KBU", - "KBU", - "KBU", - "KBU", - "KBU", - "KBU", - "KBU", - "KBU", - "KBU", - "KBU", - "KBU", - "KBU", - "KBU", - "KBU", - "KBU", - "KCO", - "KCO", - "KCO", - "KCO", - "KCO", - "KCO", - "KCO", - "KCO", - "KCO", - "KCO", - "KCP", - "KCP", - "KCP", - "KCP", - "KCP", - "KCP", - "KCP", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCPB", - "KCR", - "KCR", - "KCR", - "KCR", - "KCR", - "KCR", - "KCR", - "KCR", - "KCR", - "KCR", - "KCR", - "KCR", - "KCS", - "KCS", - "KCS", - "KCS", - "KCS", - "KCSB", - "KCSB", - "KCSB", - "KCSB", - "KCSB", - "KCSB", - "KCSB", - "KCSB", - "KCSB", - "KCSB", - "KCSB", - "KCSB", - "KCSB", - "KCSB", - "KCSB", - "KCSB", - "KCSB", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KCT", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KEB", - "KFB", - "KFB", - "KFB", - "KFB", - "KFB", - "KFB", - "KFB", - "KFB", - "KFB", - "KFB", - "KFB", - "KFB", - "KFB", - "KFB", - "KFB", - "KFB", - "KFB", - "KFP", - "KFP", - "KFP", - "KFP", - "KFP", - "KFP", - "KFP", - "KFP", - "KFP", - "KFP", - "KGM", - "KGM", - "KGM", - "KHB", - "KHB", - "KHB", - "KHB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - "KHBB", - 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"KKP", - "KKP", - "KKP", - "KMP", - "KMP", - "KMP", - "KMP", - "KMP", - "KMP", - "KMP", - "KMP", - "KMP", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMPB", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - "KMR", - 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"KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRMB", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KRP", - "KSC", - "KSC", - "KSC", - "KSC", - "KSM", - "KSM", - "KSM", - "KSM", - "KSM", - "KSM", - "KSM", - "KSP", - "KSP", - "KSP", - "KSX", - "KSX", - "KSX", - "KSX", - "KSX", - "KSX", - "KSX", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KSXB", - "KTD", - "KTD", - "KTD", - "KTD", - "KTD", - "KTD", - "KTR", - "KTR", - "KTR", - "KTR", - "L001", - "L001", - "L001", - "L002", - "L002", - "L002", - "L003", - "L003", - "L003", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAB", - "LAC", - "LAC", - "LAC", - "LAM", - "LAM", - "LAM", - "LAMB", - "LAS", - "LAS", - "LAS", - "LAS", - "LAS", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LASH", - "LBA", - "LBC", - "LBC", - "LBC", - "LBC", - "LBC", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBE", - "LBF", - "LBF", - "LBF", - "LBF", - "LBF", - "LBF", - "LBG", - "LBG", - "LBK", - "LBK", - "LBK", - "LBK", - "LBK", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBL", - "LBM", - "LBM", - "LBM", - "LBM", - "LBM", - "LBO", - "LBO", - "LBO", - "LBO", - "LBO", - "LBO", - "LBO", - "LBP", - "LBP", - "LBP", - "LBP", - "LBP", - "LBR", - "LBR", - "LBR", - "LBR", - "LBR", - "LBR", - "LBR", - "LBR", - "LBR", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LBU", - "LCA", - "LCA", - "LCF", - "LCF", - "LCF", - "LCF", - "LCF", - "LCF", - "LCF", - "LCF", - "LCM", - "LCM", - "LCM", - "LCM", - "LCM", - "LCM", - "LCM", - "LCM", - "LCM", - "LCM", - "LCS", - "LCS", - "LCS", - "LCSB", - "LCSB", - "LDB", - "LDB", - "LDB", - "LDB", - "LDB", - "LDB", - "LDB", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDH", - "LDL", - "LDL", - "LDL", - "LDL", - "LDL", - "LDL", - "LDL", - "LDL", - "LDL", - "LEL", - "LEL", - "LEL", - "LEL", - "LEL", - "LEL", - "LEL", - "LEL", - "LEL", - "LGB", - "LGB", - "LGB", - "LGB", - "LGB", - "LGB", - "LGB", - "LGH", - "LGM", - "LGM", - "LGM", - "LGM", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGO", - "LGP", - "LGP", - "LGP", - "LGP", - "LGP", - "LGR", - "LGR", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LGY", - "LHC", - "LHC", - "LHC", - "LHC", - "LHC", - "LHE", - "LHE", - "LHE", - "LHE", - "LHE", - "LHE", - "LHE", - "LHE", - "LHE", - "LHE", - "LHE", - "LHH", - "LHK", - "LHK", - "LHK", - "LHM", - "LHM", - "LHM", - "LHO", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMC", - "LMD", - "LMD", - "LMD", - "LME", - "LME", - "LME", - "LME", - "LME", - "LME", - "LME", - "LME", - "LME", - "LMH", - "LMH", - "LMH", - "LMH", - "LMH", - "LMH", - "LMH", - "LMH", - "LMH", - "LMI", - "LMI", - "LMI", - "LMI", - "LMI", - "LMI", - "LMM", - "LMP", - "LMP", - "LMP", - "LMP", - "LMP", - "LMP", - "LMP", - "LMP", - "LMZ", - "LMZ", - "LMZ", - "LOM", - "LPD", - "LPD", - "LPD", - "LPG", - "LPG", - "LPG", - "LPG", - "LPK", - "LPK", - "LPK", - "LPK", - "LRB", - "LRB", - "LRB", - "LRB", - "LRCG", - "LRCG", - "LRCG", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRD", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRR", - "LRS", - "LRS", - "LRS", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSB", - "LSF", - "LSF", - "LSF", - "LSF", - "LSF", - "LSF", - "LSF", - "LSH", - "LSH", - "LSH", - "LSH", - "LSH", - "LSH", - "LSH", - "LSH", - "LSH", - "LSI", - "LSI", - "LSI", - "LSI", - "LSL", - "LSL", - "LSL", - "LSL", - "LSL", - "LSM", - "LSM", - "LSM", - "LSR", - "LSR", - "LSR", - "LSR", - "LSS", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTC", - "LTI", - "LTI", - "LTI", - "LTI", - "LTI", - "LTN", - "LTN", - "LTN", - "LVR", - "LVR", - "LVR", - "LVR", - "LWD", - "LWH", - "LWH", - "LWH", - "LWH", - "LWH", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "LWHB", - "MAT", - "MAT", - "MBE", - "MBE", - "MBE", - "MBO", - "MBO", - "MBO", - "MBO", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBS1", - "MBU", - "MBU", - "MBUB", - "MBUB", - "MBUB", - "MBUB", - "MBUB", - "MBUB", - "MBY", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCB", - "MCD", - "MCD", - "MCD", - "MCD", - "MCH", - "MCL", - "MCL", - "MCL", - "MCM", - "MCM", - "MCM", - "MCM", - "MCN", - "MCO", - "MCO", - "MCO", - "MCO", - "MCR", - "MCR", - "MCS", - "MCS", - "MCS", - "MCU", - "MCU", - "MCU", - "MCU", - "MCU", - "MCU", - "MCUB", - "MCUB", - "MCV", - "MCV", - "MCW", - "MCY", - "MCY", - "MCY", - "MCY", - "MCY", - "MCY", - "MDC", - "MDC", - "MDC", - "MDC", - "MDC", - "MDH", - "MDH", - "MDH", - "MDH", - "MDH", - "MDH", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDH1", - "MDP", - "MDP", - "MDP", - "MDP", - "MDP", - "MDP", - "MDP", - "MDP", - "MDP", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDP1", - "MDPB", - "MDPB", - "MDPB", - "MDPB", - "MDPB", - "MDPB", - "MDPB", - "MDPB", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDR", - "MDW", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MDY", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MEM", - "MFB", - "MFB", - "MFB", - "MGP", - "MGP", - "MGP", - "MGP", - "MGP", - "MGPB", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MGS", - "MHD", - "MHD", - "MHD", - "MHD", - "MHD", - "MILG", - "MILG", - "MILG", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MINS", - "MLC", - "MLC", - "MLC", - "MLC", - "MLH", - "MLH", - "MLH", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLI", - "MLK", - "MLK", - "MLK", - "MLK", - "MLK", - "MLL", - "MLM", - "MLM", - "MLM", - "MLM", - "MLR", - "MLR", - "MLR", - "MMI", - "MMI", - "MMI", - "MMI", - "MMI", - "MMI", - "MML", - "MML", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMLB", - "MMP", - "MMP", - "MMP", - "MMS", - "MMS", - "MMS", - "MMS", - "MMT", - "MMT", - "MMW", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MMX1", - "MNH", - "MNH", - "MNH", - "MNHB", - "MNHB", - "MNHB", - "MNP", - "MNP", - "MNP", - "MNP", - "MOG", - "MOG", - "MOY", - "MOY", - "MOY", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPARD", - "MPR", - "MPR", - "MPR", - "MPR", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ1P", - "MQ2P", - "MQ2P", - "MQ2P", - "MQ2P", - "MQ2P", - "MQ2P", - "MQ3P", - "MQ3P", - "MQ3P", - "MQ3P", - "MQ3P", - "MQ3P", - "MRC", - "MRC", - "MRC", - "MRD", - "MRD", - "MRD", - "MRD", - "MRD", - "MRD", - "MRD", - "MRD", - "MRD", - "MRF", - "MRF", - "MRF", - "MRF", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRH", - "MRS", - "MRS", - "MRS", - "MSK", - "MSK", - "MSK", - "MSK", - "MSL", - "MSL", - "MSL", - "MSL", - "MSL", - "MSL", - "MST", - "MST", - "MST", - "MSV", - "MSV", - "MSVB", - "MSVB", - "MSVB", - "MSVB", - "MSVB", - "MSVB", - "MTC", - "MTC", - "MTC", - "MTC", - "MTC", - "MTC", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTL", - "MTU", - "MTU", - "MTU", - "MTU", - "MTU", - "MWB", - "MWB", - "MWB", - "MWB", - "MYL", - "MYL", - "MYL", - "MYM", - "N001", - "N001", - "N001", - "N002", - "N002", - "N002", - "N003", - "N003", - "N003", - "N004", - "N004", - "N004", - "N005", - "N005", - "N005", - "N006", - "N006", - "N006", - "N007", - "N007", - "N007", - "N008", - "N008", - "N008", - "N009", - "N009", - "N009", - "N010", - "N010", - "N010", - "N011", - "N011", - "N011", - "N012", - "N012", - "N012", - "N013", - "N013", - "N013", - "N014", - "N014", - "N014", - "N015", - "N015", - "N015", - "N016", - "N016", - "N016", - "N017", - "N017", - "N017", - "N018", - "N018", - "N018", - "N019", - "N019", - "N019", - "N019B", - "N019B", - "N019B", - "N020", - "N020", - "N020", - "N021", - "N021", - "N021", - "N022", - "N022", - "N022", - "NAD", - "NAD", - "NAD", - "NAD", - "NAD", - "NAD", - "NAD", - "NAD", - "NAD", - "NAD", - "NAD", - "NAP", - "NAP", - "NAP", - "NAPB", - "NAPB", - "NAPC", - "NAPC", - "NAPC", - "NAPC", - "NAPC", - "NAPC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBC", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBO", - "NBP", - "NBP", - "NBP", - "NBP", - "NBP", - "NBP", - "NBP", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBPB", - "NBR", - "NBR", - "NBR", - "NBRB", - "NBRB", - "NBRB", - "NBRB", - "NBRB", - "NCC", - "NCC", - "NCC", - "NCC", - "NCC", - "NCC", - "NCC", - "NCC", - "NCF", - "NCF", - "NCF", - "NCP", - "NCP", - "NCP", - "NCP", - "NCT", - "NCT", - "NCT", - "NCT", - "NDH", - "NDH", - "NDH", - "NEA", - "NEA", - "NEA", - "NEA", - "NEA", - "NEH", - "NEH", - "NEH", - "NEH", - "NEH", - "NEH", - "NFI", - "NFI", - "NFI", - "NFR", - "NFR", - "NFR", - "NFR", - "NFR", - "NFRB", - "NFRB", - "NFRB", - "NFRB", - "NFRB", - "NFRB", - "NFRB", - "NFRB", - "NFRB", - "NFRB", - "NFRB", - "NFRB", - "NFRB", - "NFRB", - "NFRB", - "NFV", - "NFV", - "NFV", - "NFV", - "NFV", - "NFVB", - "NFVB", - "NFVB", - "NFVB", - "NFVB", - "NFVB", - "NFVB", - "NFVB", - "NFVB", - "NFVB", - "NFVB", - "NFVB", - "NFVB", - "NFVB", - "NFVB", - 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"cell_type": "markdown", - "id": "373751b7", - "metadata": {}, - "source": [ - "# 3: Manupulating Pandas \n", - "We can filter the data with the value taken by a given column:" + "data": { + "text/plain": [ + "0 AAR\n", + "1 AAR\n", + "2 AAR\n", + "3 AAS\n", + "4 AAS\n", + " ... \n", + "7151 WMP\n", + "7152 WMP\n", + "7153 WMP\n", + "7154 WMP\n", + "7155 WWVB\n", + "Name: station, Length: 7156, dtype: object" ] - }, + }, + "execution_count": 34, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.iloc[:, 0]" + ] + }, + { + "cell_type": "markdown", + "id": "a201c0e9", + "metadata": {}, + "source": [ + "The DataFrame may have bad values. A typical data cleaning involves removing Nan and Zeros for instance." + ] + }, + { + "cell_type": "markdown", + "id": "fc8219f0", + "metadata": {}, + "source": [ + "Use Plotly to map the stations." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "78c75b19", + "metadata": {}, + "outputs": [], + "source": [ + "data.dropna(inplace=True)\n", + "data=data[data.longitude!=0]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7f3533db", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "id": "d28d4e95", - "metadata": {}, - "outputs": [ + "data": { + "application/vnd.plotly.v1+json": { + "config": { + "plotlyServerURL": "https://plot.ly" + }, + "data": [ { - "data": { - "text/html": [ - "
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3409KCPBNCBHE--50.02002/01/24,23:50:002002/10/16,23:59:0039.68631-123.582421261.00.00.090.0
3410KCPBNCBHE--20.02002/10/17,00:00:002006/01/24,18:00:0039.68631-123.582421261.00.00.090.0
3411KCPBNCBHN--50.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.00.00.0
..........................................
3480KCPBNCMNE--10.02000/06/06,16:00:002000/07/12,00:00:0039.68631-123.582421261.00.00.090.0
3481KCPBNCMNN--10.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.00.00.0
3482KCPBNCMNN--10.02000/06/06,16:00:002000/07/12,00:00:0039.68631-123.582421261.00.00.00.0
3483KCPBNCMNZ--10.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.0-90.00.0
3484KCPBNCMNZ--10.02000/06/06,16:00:002000/07/12,00:00:0039.68631-123.582421261.00.0-90.00.0
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78 rows × 13 columns

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" - ], - "text/plain": [ - " station network channel location rate start_time \\\n", - "3407 KCPB NC BHE -- 50.0 1999/08/03,00:00:00 \n", - "3408 KCPB NC BHE -- 50.0 2000/06/06,16:00:00 \n", - "3409 KCPB NC BHE -- 50.0 2002/01/24,23:50:00 \n", - "3410 KCPB NC BHE -- 20.0 2002/10/17,00:00:00 \n", - "3411 KCPB NC BHN -- 50.0 1999/08/03,00:00:00 \n", - "... ... ... ... ... ... ... \n", - "3480 KCPB NC MNE -- 10.0 2000/06/06,16:00:00 \n", - "3481 KCPB NC MNN -- 10.0 1999/08/03,00:00:00 \n", - "3482 KCPB NC MNN -- 10.0 2000/06/06,16:00:00 \n", - "3483 KCPB NC MNZ -- 10.0 1999/08/03,00:00:00 \n", - "3484 KCPB NC MNZ -- 10.0 2000/06/06,16:00:00 \n", - "\n", - " end_time latitude longitude elevation depth dip \\\n", - "3407 2000/06/06,16:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", - "3408 2002/01/24,23:50:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", - "3409 2002/10/16,23:59:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", - "3410 2006/01/24,18:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", - "3411 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stationnetworkchannellocationratestart_timeend_timelatitudelongitudeelevationdepthdipazimuth
3407KCPBNCBHE--50.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.00.090.0
3408KCPBNCBHE--50.02000/06/06,16:00:002002/01/24,23:50:0039.68631-123.582421261.00.00.090.0
3409KCPBNCBHE--50.02002/01/24,23:50:002002/10/16,23:59:0039.68631-123.582421261.00.00.090.0
3410KCPBNCBHE--20.02002/10/17,00:00:002006/01/24,18:00:0039.68631-123.582421261.00.00.090.0
3411KCPBNCBHN--50.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.00.00.0
..........................................
3666KHBBNCLHZ--1.02016/04/28,16:56:002022/08/09,18:00:0040.65990-123.219661864.00.0-90.00.0
3667KHBBNCLHZ--1.02022/08/09,18:00:003000/01/01,00:00:0040.65990-123.219661864.00.0-90.00.0
3668KHBBNCLNE--1.02015/10/29,21:18:002016/04/28,16:56:0040.65990-123.219661864.00.00.090.0
3669KHBBNCLNN--1.02015/10/29,21:18:002016/04/28,16:56:0040.65990-123.219661864.00.00.00.0
3670KHBBNCLNZ--1.02015/10/29,21:18:002016/04/28,16:56:0040.65990-123.219661864.00.0-90.00.0
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3411KCPBNCBHN--50.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.00.00.0
..........................................
3666KHBBNCLHZ--1.02016/04/28,16:56:002022/08/09,18:00:0040.65990-123.219661864.00.0-90.00.0
3667KHBBNCLHZ--1.02022/08/09,18:00:003000/01/01,00:00:0040.65990-123.219661864.00.0-90.00.0
3668KHBBNCLNE--1.02015/10/29,21:18:002016/04/28,16:56:0040.65990-123.219661864.00.00.090.0
3669KHBBNCLNN--1.02015/10/29,21:18:002016/04/28,16:56:0040.65990-123.219661864.00.00.00.0
3670KHBBNCLNZ--1.02015/10/29,21:18:002016/04/28,16:56:0040.65990-123.219661864.00.0-90.00.0
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3407KCPBNCBHE--50.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.00.090.0
3408KCPBNCBHE--50.02000/06/06,16:00:002002/01/24,23:50:0039.68631-123.582421261.00.00.090.0
3409KCPBNCBHE--50.02002/01/24,23:50:002002/10/16,23:59:0039.68631-123.582421261.00.00.090.0
3410KCPBNCBHE--20.02002/10/17,00:00:002006/01/24,18:00:0039.68631-123.582421261.00.00.090.0
3411KCPBNCBHN--50.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.00.00.0
..........................................
3480KCPBNCMNE--10.02000/06/06,16:00:002000/07/12,00:00:0039.68631-123.582421261.00.00.090.0
3481KCPBNCMNN--10.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.00.00.0
3482KCPBNCMNN--10.02000/06/06,16:00:002000/07/12,00:00:0039.68631-123.582421261.00.00.00.0
3483KCPBNCMNZ--10.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.0-90.00.0
3484KCPBNCMNZ--10.02000/06/06,16:00:002000/07/12,00:00:0039.68631-123.582421261.00.0-90.00.0
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78 rows × 13 columns

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"execution_count": null, - "id": "51dd7dc7", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "count 7136.000000\n", - "mean 665.036617\n", - "std 670.177475\n", - "min -1388.000000\n", - "25% 164.000000\n", - "50% 446.000000\n", - "75% 925.000000\n", - "max 3680.000000\n", - "Name: elevation, dtype: float64" - ] + "geo": { + "bgcolor": "white", + "lakecolor": "white", + "landcolor": "#E5ECF6", + "showlakes": true, + "showland": true, + "subunitcolor": "white" }, - "execution_count": 44, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.elevation.describe()" - ] - }, - { - "cell_type": "markdown", - "id": "1aa0ad85", - "metadata": {}, - "source": [ - "We can perform standard operations on the whole data set:" - ] - }, + "hoverlabel": { + "align": "left" + }, + "hovermode": "closest", + "mapbox": { + "style": "light" + }, + "paper_bgcolor": "white", + "plot_bgcolor": "#E5ECF6", + "polar": { + "angularaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "radialaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "scene": { + "xaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "yaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "zaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + } + }, + "shapedefaults": { + "line": { + "color": "#2a3f5f" + } + }, + "ternary": { + "aaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "baxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "caxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "width": 600 + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = px.scatter_geo(data,\n", + " lat='latitude',lon='longitude', \n", + " range_color=(6,9),\n", + " height=600, width=600,\n", + " hover_name=\"station\",\n", + " hover_data=['network','station','channel','rate']);\n", + "fig.update_geos(resolution=110, showcountries=True)\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "819da3ef", + "metadata": {}, + "outputs": [ { - 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"cell_type": "code", - "execution_count": null, - "id": "51c58c07", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "array(['EHZ', 'SHZ', 'HHE', 'HHN', 'HHZ', 'HNE', 'HNN', 'HNZ', 'LHE',\n", - " 'LHN', 'LHZ', 'ACE', 'GAN', 'GEL', 'GLA', 'GLO', 'GNS', 'GPL',\n", - " 'LCE', 'LCQ', 'VCO', 'VDT', 'VEC', 'VEI', 'VPB', 'ELE', 'ELN',\n", - " 'ELZ', 'SLE', 'SLN', 'SLZ', 'LCL', 'LOG', 'OCF', 'VEA', 'VEP',\n", - " 'VFP', 'VKI', 'GST', 'EHE', 'EHN', 'BNE', 'BNN', 'BN1', 'BN2',\n", - " 'BN3', 'BV1', 'EP1', 'EP2', 'EP3', 'HDO', 'HN1', 'HN2', 'HN3',\n", - " 'HV1', 'SP2', 'SP3', 'BNZ', 'LDO', 'HJ2', 'HJ3', 'HJZ', 'SHE',\n", - " 'SHN', 'BHE', 'BHN', 'BHZ', 'LNE', 'LNN', 'LNZ', 'MHE', 'MHN',\n", - " 'MHZ', 'MNE', 'MNN', 'MNZ', 'HH2', 'HH3', 'LH2', 'LH3', 'SP1',\n", - " 'DP1', 'DP2', 'DP3', 'HLE', 'HLN', 'HLZ', 'XNE', 'XNN', 'XNZ',\n", - " 'EH1', 'VM1', 'VM2', 'VM3'], dtype=object)" - ] + "colorway": [ + "#636efa", + "#EF553B", + "#00cc96", + "#ab63fa", + "#FFA15A", + "#19d3f3", + 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"data.station.value_counts()" - ] - }, - { - "cell_type": "markdown", - "id": "8ff6d551", - "metadata": {}, - "source": [ - "The second option is to use the apply function:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "610141ba", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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7136 rows × 13 columns

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" - ], - "text/plain": [ - " station network channel location rate start_time \\\n", - "0 AAR NC EHZ -- 100.0 1984/01/01,00:00:00 \n", - "1 AAR NC EHZ -- 100.0 1987/05/01,00:00:00 \n", - "2 AAR NC SHZ -- 20.0 1994/11/28,00:00:00 \n", - "3 AAS NC EHZ -- 100.0 1984/11/27,18:45:00 \n", - "4 AAS NC EHZ -- 100.0 1987/05/01,00:00:00 \n", - "... ... ... ... ... ... ... \n", - "7150 WMP NC SHE -- 20.0 1995/07/02,12:00:00 \n", - "7151 WMP NC SHN -- 20.0 1995/07/02,12:00:00 \n", - "7152 WMP NC SHZ -- 20.0 1995/03/02,19:00:00 \n", - "7153 WMP NC SHZ -- 20.0 1995/07/02,12:00:00 \n", - "7154 WMP NC SHZ 10 20.0 1995/07/02,12:00:00 \n", - "\n", - " end_time latitude longitude elevation depth dip \\\n", - "0 1987/05/01,00:00:00 39.27594 -121.02696 154.125816 0.0 -90.0 \n", - "1 2006/01/04,19:19:00 39.27594 -121.02696 154.125816 0.0 -90.0 \n", - "2 2006/01/04,19:19:00 39.27594 -121.02696 154.125816 0.0 -90.0 \n", - "3 1987/05/01,00:00:00 38.43014 -121.10959 -725.874184 0.0 -90.0 \n", - "4 2021/08/13,16:50:00 38.43014 -121.10959 -725.874184 0.0 -90.0 \n", - "... ... ... ... ... ... ... \n", - "7150 2002/05/08,22:30:00 35.64059 -118.78570 321.125816 0.0 0.0 \n", - "7151 2002/05/08,22:30:00 35.64059 -118.78570 321.125816 0.0 0.0 \n", - "7152 1995/07/02,12:00:00 35.64059 -118.78570 321.125816 0.0 -90.0 \n", - "7153 2002/05/08,22:30:00 35.64059 -118.78570 321.125816 0.0 -90.0 \n", - "7154 1999/05/11,23:59:00 35.64059 -118.78570 321.125816 0.0 -90.0 \n", - "\n", - " azimuth \n", - "0 0.0 \n", - "1 0.0 \n", - "2 0.0 \n", - "3 0.0 \n", - "4 0.0 \n", - "... ... \n", - "7150 90.0 \n", - "7151 0.0 \n", - "7152 0.0 \n", - "7153 0.0 \n", - "7154 0.0 \n", - "\n", - "[7136 rows x 13 columns]" - ] + "hoverlabel": { + "align": "left" }, - "execution_count": 48, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data_elevation_mean=data.elevation.unique().mean()\n", - "def remean_elevation(row):\n", - " row.elevation = row.elevation - data_elevation_mean\n", - " return row\n", - "data.apply(remean_elevation, axis='columns')" - ] - }, - { - "cell_type": "markdown", - "id": "4193d83c", - "metadata": {}, - "source": [ - "We can also carry out simple operations on columns, provided they make sense." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "e02b7ee4", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "0 NC - AAR\n", - "1 NC - AAR\n", - "2 NC - AAR\n", - "3 NC - AAS\n", - "4 NC - AAS\n", - " ... \n", - "7150 NC - WMP\n", - "7151 NC - WMP\n", - "7152 NC - WMP\n", - "7153 NC - WMP\n", - "7154 NC - WMP\n", - "Length: 7136, dtype: object" - ] + "hovermode": "closest", + "mapbox": { + "style": "light" }, - "execution_count": 49, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.network + ' - ' + data.station" - ] - }, - { - "cell_type": "markdown", - "id": "c6e15985", - "metadata": {}, - "source": [ - "A useful feature is to group the rows depending on the value of a categorical variable, and then apply the same operation to all the groups. For instance, I want to know how many times each station appears in the file:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "cdf44701", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "station\n", - "AAR 3\n", - "AAS 3\n", - "ABJ 4\n", - "ABR 3\n", - "ADW 3\n", - " ..\n", - "VCL 2\n", - "VRC 4\n", - "VSP 2\n", - "VWB 1\n", - "WMP 10\n", - "Name: station, Length: 905, dtype: int64" - ] + "paper_bgcolor": "white", + "plot_bgcolor": "#E5ECF6", + "polar": { + "angularaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "radialaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } }, - "execution_count": 50, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.groupby('station').station.count()" - ] - }, - { - "cell_type": "markdown", - "id": "9ab5d024", - "metadata": {}, - "source": [ - "We can have access to the data type of each column:" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "id": "1cc71f38", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "station object\n", - "network object\n", - "channel object\n", - "location object\n", - "rate float64\n", - "start_time object\n", - "end_time object\n", - "latitude float64\n", - "longitude float64\n", - "elevation float64\n", - "depth float64\n", - "dip float64\n", - "azimuth float64\n", - "dtype: object" - ] + "scene": { + "xaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "yaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + }, + "zaxis": { + "backgroundcolor": "#E5ECF6", + "gridcolor": "white", + "gridwidth": 2, + "linecolor": "white", + "showbackground": true, + "ticks": "", + "zerolinecolor": "white" + } }, - "execution_count": 51, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.dtypes" - ] - }, + "shapedefaults": { + "line": { + "color": "#2a3f5f" + } + }, + "ternary": { + "aaxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "baxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + }, + "bgcolor": "#E5ECF6", + "caxis": { + "gridcolor": "white", + "linecolor": "white", + "ticks": "" + } + }, + "title": { + "x": 0.05 + }, + "xaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + }, + "yaxis": { + "automargin": true, + "gridcolor": "white", + "linecolor": "white", + "ticks": "", + "title": { + "standoff": 15 + }, + "zerolinecolor": "white", + "zerolinewidth": 2 + } + } + }, + "title": { + "text": "Northern California Seismic Network" + }, + "width": 500 + } + } + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = px.scatter_mapbox(data,\n", + " lat='latitude',lon='longitude', \n", + " range_color=(6,9),mapbox_style=\"carto-positron\",\n", + " height=600, width=500,\n", + " hover_name=\"station\",\n", + " hover_data=['network','station','channel','rate']);\n", + "fig.update_layout(title=\"Northern California Seismic Network\")\n", + "fig.show()" + ] + }, + { + "cell_type": "markdown", + "id": "373751b7", + "metadata": {}, + "source": [ + "# 3: Manupulating Pandas \n", + "We can filter the data with the value taken by a given column:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d28d4e95", + "metadata": {}, + "outputs": [ { - "cell_type": "markdown", - "id": "141ac2c1", - "metadata": {}, - "source": [ - "Here, pandas does not recognize the start_time and end_time columns as a datetime format, so we cannot use datetime operations on them. 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3480KCPBNCMNE--10.02000/06/06,16:00:002000/07/12,00:00:0039.68631-123.582421261.00.00.090.0
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78 rows × 13 columns

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" + ], + "text/plain": [ + " station network channel location rate start_time \\\n", + "3407 KCPB NC BHE -- 50.0 1999/08/03,00:00:00 \n", + "3408 KCPB NC BHE -- 50.0 2000/06/06,16:00:00 \n", + "3409 KCPB NC BHE -- 50.0 2002/01/24,23:50:00 \n", + "3410 KCPB NC BHE -- 20.0 2002/10/17,00:00:00 \n", + "3411 KCPB NC BHN -- 50.0 1999/08/03,00:00:00 \n", + "... ... ... ... ... ... ... \n", + "3480 KCPB NC MNE -- 10.0 2000/06/06,16:00:00 \n", + "3481 KCPB NC MNN -- 10.0 1999/08/03,00:00:00 \n", + "3482 KCPB NC MNN -- 10.0 2000/06/06,16:00:00 \n", + "3483 KCPB NC MNZ -- 10.0 1999/08/03,00:00:00 \n", + "3484 KCPB NC MNZ -- 10.0 2000/06/06,16:00:00 \n", + "\n", + " end_time latitude longitude elevation depth dip \\\n", + "3407 2000/06/06,16:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3408 2002/01/24,23:50:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3409 2002/10/16,23:59:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3410 2006/01/24,18:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3411 2000/06/06,16:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "... ... ... ... ... ... ... \n", + "3480 2000/07/12,00:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3481 2000/06/06,16:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3482 2000/07/12,00:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3483 2000/06/06,16:00:00 39.68631 -123.58242 1261.0 0.0 -90.0 \n", + "3484 2000/07/12,00:00:00 39.68631 -123.58242 1261.0 0.0 -90.0 \n", + "\n", + " azimuth \n", + "3407 90.0 \n", + "3408 90.0 \n", + "3409 90.0 \n", + "3410 90.0 \n", + "3411 0.0 \n", + "... ... \n", + "3480 90.0 \n", + "3481 0.0 \n", + "3482 0.0 \n", + "3483 0.0 \n", + "3484 0.0 \n", + "\n", + "[78 rows x 13 columns]" ] - }, + }, + "execution_count": 38, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.loc[data.station=='KCPB']" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cb5561d5", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "id": "02663a77", - "metadata": {}, - "outputs": [], - "source": [ - "data.start_time.values()" + "data": { + "text/html": [ + "
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stationnetworkchannellocationratestart_timeend_timelatitudelongitudeelevationdepthdipazimuth
3407KCPBNCBHE--50.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.00.090.0
3408KCPBNCBHE--50.02000/06/06,16:00:002002/01/24,23:50:0039.68631-123.582421261.00.00.090.0
3409KCPBNCBHE--50.02002/01/24,23:50:002002/10/16,23:59:0039.68631-123.582421261.00.00.090.0
3410KCPBNCBHE--20.02002/10/17,00:00:002006/01/24,18:00:0039.68631-123.582421261.00.00.090.0
3411KCPBNCBHN--50.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.00.00.0
..........................................
3666KHBBNCLHZ--1.02016/04/28,16:56:002022/08/09,18:00:0040.65990-123.219661864.00.0-90.00.0
3667KHBBNCLHZ--1.02022/08/09,18:00:003000/01/01,00:00:0040.65990-123.219661864.00.0-90.00.0
3668KHBBNCLNE--1.02015/10/29,21:18:002016/04/28,16:56:0040.65990-123.219661864.00.00.090.0
3669KHBBNCLNN--1.02015/10/29,21:18:002016/04/28,16:56:0040.65990-123.219661864.00.00.00.0
3670KHBBNCLNZ--1.02015/10/29,21:18:002016/04/28,16:56:0040.65990-123.219661864.00.0-90.00.0
\n", + "

123 rows × 13 columns

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" + ], + "text/plain": [ + " station network channel location rate start_time \\\n", + "3407 KCPB NC BHE -- 50.0 1999/08/03,00:00:00 \n", + "3408 KCPB NC BHE -- 50.0 2000/06/06,16:00:00 \n", + "3409 KCPB NC BHE -- 50.0 2002/01/24,23:50:00 \n", + "3410 KCPB NC BHE -- 20.0 2002/10/17,00:00:00 \n", + "3411 KCPB NC BHN -- 50.0 1999/08/03,00:00:00 \n", + "... ... ... ... ... ... ... \n", + "3666 KHBB NC LHZ -- 1.0 2016/04/28,16:56:00 \n", + "3667 KHBB NC LHZ -- 1.0 2022/08/09,18:00:00 \n", + "3668 KHBB NC LNE -- 1.0 2015/10/29,21:18:00 \n", + "3669 KHBB NC LNN -- 1.0 2015/10/29,21:18:00 \n", + "3670 KHBB NC LNZ -- 1.0 2015/10/29,21:18:00 \n", + "\n", + " end_time latitude longitude elevation depth dip \\\n", + "3407 2000/06/06,16:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3408 2002/01/24,23:50:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3409 2002/10/16,23:59:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3410 2006/01/24,18:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3411 2000/06/06,16:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "... ... ... ... ... ... ... \n", + "3666 2022/08/09,18:00:00 40.65990 -123.21966 1864.0 0.0 -90.0 \n", + "3667 3000/01/01,00:00:00 40.65990 -123.21966 1864.0 0.0 -90.0 \n", + "3668 2016/04/28,16:56:00 40.65990 -123.21966 1864.0 0.0 0.0 \n", + "3669 2016/04/28,16:56:00 40.65990 -123.21966 1864.0 0.0 0.0 \n", + "3670 2016/04/28,16:56:00 40.65990 -123.21966 1864.0 0.0 -90.0 \n", + "\n", + " azimuth \n", + "3407 90.0 \n", + "3408 90.0 \n", + "3409 90.0 \n", + "3410 90.0 \n", + "3411 0.0 \n", + "... ... \n", + "3666 0.0 \n", + "3667 0.0 \n", + "3668 90.0 \n", + "3669 0.0 \n", + "3670 0.0 \n", + "\n", + "[123 rows x 13 columns]" ] - }, + }, + "execution_count": 39, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Select two stations, use the typical \"OR\" |\n", + "data.loc[(data.station=='KCPB') | (data.station=='KHBB')]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "ebba2b90", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "id": "62d6937c", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "str" - ] - }, - "execution_count": 53, - "metadata": {}, - "output_type": "execute_result" - } + "data": { + "text/html": [ + "
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stationnetworkchannellocationratestart_timeend_timelatitudelongitudeelevationdepthdipazimuth
3457KCPBNCHNZ--100.02002/10/17,00:00:002006/10/18,00:08:0039.68631-123.582421261.00.0-90.00.0
3458KCPBNCHNZ--100.02006/10/18,00:08:002010/11/01,22:00:0039.68631-123.582421261.00.0-90.00.0
3459KCPBNCHNZ--100.02010/11/01,22:00:002011/07/13,00:00:0039.68631-123.582421261.00.0-90.00.0
3460KCPBNCHNZ--100.02011/07/13,00:00:002011/09/07,19:00:0039.68631-123.582421261.00.0-90.00.0
3461KCPBNCHNZ--100.02011/09/07,19:00:002015/10/29,18:00:0039.68631-123.582421261.00.0-90.00.0
3462KCPBNCHNZ--100.02015/10/29,18:00:002016/04/28,16:39:0039.68631-123.582421261.00.0-90.00.0
3463KCPBNCHNZ--100.02016/04/28,16:39:003000/01/01,00:00:0039.68631-123.582421261.00.0-90.00.0
\n", + "
" ], - "source": [ - "type(data['start_time'][0])" + "text/plain": [ + " station network channel location rate start_time \\\n", + "3457 KCPB NC HNZ -- 100.0 2002/10/17,00:00:00 \n", + "3458 KCPB NC HNZ -- 100.0 2006/10/18,00:08:00 \n", + "3459 KCPB NC HNZ -- 100.0 2010/11/01,22:00:00 \n", + "3460 KCPB NC HNZ -- 100.0 2011/07/13,00:00:00 \n", + "3461 KCPB NC HNZ -- 100.0 2011/09/07,19:00:00 \n", + "3462 KCPB NC HNZ -- 100.0 2015/10/29,18:00:00 \n", + "3463 KCPB NC HNZ -- 100.0 2016/04/28,16:39:00 \n", + "\n", + " end_time latitude longitude elevation depth dip \\\n", + "3457 2006/10/18,00:08:00 39.68631 -123.58242 1261.0 0.0 -90.0 \n", + "3458 2010/11/01,22:00:00 39.68631 -123.58242 1261.0 0.0 -90.0 \n", + "3459 2011/07/13,00:00:00 39.68631 -123.58242 1261.0 0.0 -90.0 \n", + "3460 2011/09/07,19:00:00 39.68631 -123.58242 1261.0 0.0 -90.0 \n", + "3461 2015/10/29,18:00:00 39.68631 -123.58242 1261.0 0.0 -90.0 \n", + "3462 2016/04/28,16:39:00 39.68631 -123.58242 1261.0 0.0 -90.0 \n", + "3463 3000/01/01,00:00:00 39.68631 -123.58242 1261.0 0.0 -90.0 \n", + "\n", + " azimuth \n", + "3457 0.0 \n", + "3458 0.0 \n", + "3459 0.0 \n", + "3460 0.0 \n", + "3461 0.0 \n", + "3462 0.0 \n", + "3463 0.0 " ] - }, + }, + "execution_count": 40, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Select two stations, use the typical \"AND\" &\n", + "data.loc[(data.station=='KCPB') & (data.channel=='HNZ')]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "561aecf9", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "id": "afaf1851", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0 1984-01-01 00:00:00\n", - "1 1987-05-01 00:00:00\n", - "2 1994-11-28 00:00:00\n", - "3 1984-11-27 18:45:00\n", - "4 1987-05-01 00:00:00\n", - " ... \n", - "7150 1995-07-02 12:00:00\n", - "7151 1995-07-02 12:00:00\n", - "7152 1995-03-02 19:00:00\n", - "7153 1995-07-02 12:00:00\n", - "7154 1995-07-02 12:00:00\n", - "Name: start_time, Length: 7136, dtype: datetime64[ns]\n" - ] - }, - { - "data": { - "text/plain": [ - "pandas._libs.tslibs.timestamps.Timestamp" - ] - }, - "execution_count": 54, - "metadata": {}, - "output_type": "execute_result" - } + "data": { + "text/html": [ + "
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stationnetworkchannellocationratestart_timeend_timelatitudelongitudeelevationdepthdipazimuth
3407KCPBNCBHE--50.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.00.090.0
3408KCPBNCBHE--50.02000/06/06,16:00:002002/01/24,23:50:0039.68631-123.582421261.00.00.090.0
3409KCPBNCBHE--50.02002/01/24,23:50:002002/10/16,23:59:0039.68631-123.582421261.00.00.090.0
3410KCPBNCBHE--20.02002/10/17,00:00:002006/01/24,18:00:0039.68631-123.582421261.00.00.090.0
3411KCPBNCBHN--50.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.00.00.0
..........................................
3666KHBBNCLHZ--1.02016/04/28,16:56:002022/08/09,18:00:0040.65990-123.219661864.00.0-90.00.0
3667KHBBNCLHZ--1.02022/08/09,18:00:003000/01/01,00:00:0040.65990-123.219661864.00.0-90.00.0
3668KHBBNCLNE--1.02015/10/29,21:18:002016/04/28,16:56:0040.65990-123.219661864.00.00.090.0
3669KHBBNCLNN--1.02015/10/29,21:18:002016/04/28,16:56:0040.65990-123.219661864.00.00.00.0
3670KHBBNCLNZ--1.02015/10/29,21:18:002016/04/28,16:56:0040.65990-123.219661864.00.0-90.00.0
\n", + "

123 rows × 13 columns

\n", + "
" ], - "source": [ - "# Transform column from string into datetime format\n", - "startdate = pd.to_datetime(data['start_time'], format='%Y/%m/%d,%H:%M:%S')\n", - "data['start_time'] = startdate\n", - "print(data['start_time'] )\n", - "type(data['start_time'][0])" + "text/plain": [ + " station network channel location rate start_time \\\n", + "3407 KCPB NC BHE -- 50.0 1999/08/03,00:00:00 \n", + "3408 KCPB NC BHE -- 50.0 2000/06/06,16:00:00 \n", + "3409 KCPB NC BHE -- 50.0 2002/01/24,23:50:00 \n", + "3410 KCPB NC BHE -- 20.0 2002/10/17,00:00:00 \n", + "3411 KCPB NC BHN -- 50.0 1999/08/03,00:00:00 \n", + "... ... ... ... ... ... ... \n", + "3666 KHBB NC LHZ -- 1.0 2016/04/28,16:56:00 \n", + "3667 KHBB NC LHZ -- 1.0 2022/08/09,18:00:00 \n", + "3668 KHBB NC LNE -- 1.0 2015/10/29,21:18:00 \n", + "3669 KHBB NC LNN -- 1.0 2015/10/29,21:18:00 \n", + "3670 KHBB NC LNZ -- 1.0 2015/10/29,21:18:00 \n", + "\n", + " end_time latitude longitude elevation depth dip \\\n", + "3407 2000/06/06,16:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3408 2002/01/24,23:50:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3409 2002/10/16,23:59:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3410 2006/01/24,18:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3411 2000/06/06,16:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "... ... ... ... ... ... ... \n", + "3666 2022/08/09,18:00:00 40.65990 -123.21966 1864.0 0.0 -90.0 \n", + "3667 3000/01/01,00:00:00 40.65990 -123.21966 1864.0 0.0 -90.0 \n", + "3668 2016/04/28,16:56:00 40.65990 -123.21966 1864.0 0.0 0.0 \n", + "3669 2016/04/28,16:56:00 40.65990 -123.21966 1864.0 0.0 0.0 \n", + "3670 2016/04/28,16:56:00 40.65990 -123.21966 1864.0 0.0 -90.0 \n", + "\n", + " azimuth \n", + "3407 90.0 \n", + "3408 90.0 \n", + "3409 90.0 \n", + "3410 90.0 \n", + "3411 0.0 \n", + "... ... \n", + "3666 0.0 \n", + "3667 0.0 \n", + "3668 90.0 \n", + "3669 0.0 \n", + "3670 0.0 \n", + "\n", + "[123 rows x 13 columns]" ] - }, + }, + "execution_count": 41, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# or like this\n", + "data.loc[data.station.isin(['KCPB', 'KHBB'])]" + ] + }, + { + "cell_type": "markdown", + "id": "590a68f6", + "metadata": {}, + "source": [ + "We can filter the data with the value taken by a given column:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f75f626c", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "id": "78278bab", - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "0 1987/05/01,00:00:00\n", - "1 2006/01/04,19:19:00\n", - "2 2006/01/04,19:19:00\n", - "3 1987/05/01,00:00:00\n", - "4 2021/08/13,16:50:00\n", - " ... \n", - "7150 2002/05/08,22:30:00\n", - "7151 2002/05/08,22:30:00\n", - "7152 1995/07/02,12:00:00\n", - "7153 2002/05/08,22:30:00\n", - "7154 1999/05/11,23:59:00\n", - "Name: end_time, Length: 7136, dtype: object\n" - ] - } + "data": { + "text/html": [ + "
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stationnetworkchannellocationratestart_timeend_timelatitudelongitudeelevationdepthdipazimuth
3407KCPBNCBHE--50.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.00.090.0
3408KCPBNCBHE--50.02000/06/06,16:00:002002/01/24,23:50:0039.68631-123.582421261.00.00.090.0
3409KCPBNCBHE--50.02002/01/24,23:50:002002/10/16,23:59:0039.68631-123.582421261.00.00.090.0
3410KCPBNCBHE--20.02002/10/17,00:00:002006/01/24,18:00:0039.68631-123.582421261.00.00.090.0
3411KCPBNCBHN--50.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.00.00.0
..........................................
3480KCPBNCMNE--10.02000/06/06,16:00:002000/07/12,00:00:0039.68631-123.582421261.00.00.090.0
3481KCPBNCMNN--10.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.00.00.0
3482KCPBNCMNN--10.02000/06/06,16:00:002000/07/12,00:00:0039.68631-123.582421261.00.00.00.0
3483KCPBNCMNZ--10.01999/08/03,00:00:002000/06/06,16:00:0039.68631-123.582421261.00.0-90.00.0
3484KCPBNCMNZ--10.02000/06/06,16:00:002000/07/12,00:00:0039.68631-123.582421261.00.0-90.00.0
\n", + "

78 rows × 13 columns

\n", + "
" ], - "source": [ - "print(data['end_time'])" + "text/plain": [ + " station network channel location rate start_time \\\n", + "3407 KCPB NC BHE -- 50.0 1999/08/03,00:00:00 \n", + "3408 KCPB NC BHE -- 50.0 2000/06/06,16:00:00 \n", + "3409 KCPB NC BHE -- 50.0 2002/01/24,23:50:00 \n", + "3410 KCPB NC BHE -- 20.0 2002/10/17,00:00:00 \n", + "3411 KCPB NC BHN -- 50.0 1999/08/03,00:00:00 \n", + "... ... ... ... ... ... ... \n", + "3480 KCPB NC MNE -- 10.0 2000/06/06,16:00:00 \n", + "3481 KCPB NC MNN -- 10.0 1999/08/03,00:00:00 \n", + "3482 KCPB NC MNN -- 10.0 2000/06/06,16:00:00 \n", + "3483 KCPB NC MNZ -- 10.0 1999/08/03,00:00:00 \n", + "3484 KCPB NC MNZ -- 10.0 2000/06/06,16:00:00 \n", + "\n", + " end_time latitude longitude elevation depth dip \\\n", + "3407 2000/06/06,16:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3408 2002/01/24,23:50:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3409 2002/10/16,23:59:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3410 2006/01/24,18:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3411 2000/06/06,16:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "... ... ... ... ... ... ... \n", + "3480 2000/07/12,00:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3481 2000/06/06,16:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3482 2000/07/12,00:00:00 39.68631 -123.58242 1261.0 0.0 0.0 \n", + "3483 2000/06/06,16:00:00 39.68631 -123.58242 1261.0 0.0 -90.0 \n", + "3484 2000/07/12,00:00:00 39.68631 -123.58242 1261.0 0.0 -90.0 \n", + "\n", + " azimuth \n", + "3407 90.0 \n", + "3408 90.0 \n", + "3409 90.0 \n", + "3410 90.0 \n", + "3411 0.0 \n", + "... ... \n", + "3480 90.0 \n", + "3481 0.0 \n", + "3482 0.0 \n", + "3483 0.0 \n", + "3484 0.0 \n", + "\n", + "[78 rows x 13 columns]" ] - }, + }, + "execution_count": 42, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.loc[data.station=='KCPB']" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "c7707667", + "metadata": {}, + "source": [ + "We can access a brief summary of the data:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e4a33d52", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "id": "bae00773", - "metadata": {}, - "outputs": [], - "source": [ - "# do the same for end times\n", - "# Avoid 'OutOfBoundsDatetime' error with year 3000\n", - "enddate = data['end_time'].str.replace('3000', '2025')\n", - "enddate = pd.to_datetime(enddate, format='%Y/%m/%d,%H:%M:%S')\n", - "data['end_time'] = enddate" + "data": { + "text/plain": [ + "count 7136\n", + "unique 905\n", + "top KCPB\n", + "freq 78\n", + "Name: station, dtype: object" ] - }, + }, + "execution_count": 43, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.station.describe()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "51dd7dc7", + "metadata": {}, + "outputs": [ { - "cell_type": "markdown", - "id": "f00ce758", - "metadata": {}, - "source": [ - "We can now look when each seismic station was installed:" + "data": { + "text/plain": [ + "count 7136.000000\n", + "mean 665.036617\n", + "std 670.177475\n", + "min -1388.000000\n", + "25% 164.000000\n", + "50% 446.000000\n", + "75% 925.000000\n", + "max 3680.000000\n", + "Name: elevation, dtype: float64" ] - }, + }, + "execution_count": 44, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.elevation.describe()" + ] + }, + { + "cell_type": "markdown", + "id": "1aa0ad85", + "metadata": {}, + "source": [ + "We can perform standard operations on the whole data set:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "1b787869", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "id": "a0cc2a86", - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "station\n", - "AAR 1984-01-01 00:00:00\n", - "AAS 1984-11-27 18:45:00\n", - "ABJ 1984-01-01 00:00:00\n", - "ABR 1984-01-01 00:00:00\n", - "ADW 1984-01-01 00:00:00\n", - " ... \n", - "VCL 1984-01-01 00:00:00\n", - "VRC 1993-09-23 22:20:00\n", - "VSP 1993-09-24 22:05:00\n", - "VWB 1985-01-01 00:00:00\n", - "WMP 1995-03-02 19:00:00\n", - "Length: 905, dtype: datetime64[ns]" - ] - }, - "execution_count": 57, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.groupby('station').apply(lambda df: df.start_time.min())" - ] + "name": "stderr", + "output_type": "stream", + "text": [ + "C:\\Users\\otodo\\AppData\\Local\\Temp\\ipykernel_2672\\531903386.py:1: FutureWarning:\n", + "\n", + "The default value of numeric_only in DataFrame.mean is deprecated. In a future version, it will default to False. In addition, specifying 'numeric_only=None' is deprecated. Select only valid columns or specify the value of numeric_only to silence this warning.\n", + "\n" + ] }, { - "cell_type": "markdown", - "id": "f1d61170", - "metadata": {}, - "source": [ - "The ``agg`` function allows to carry out several operations to each group of rows:" + "data": { + "text/plain": [ + "rate 87.692383\n", + "latitude 38.053684\n", + "longitude -121.828840\n", + "elevation 665.036617\n", + "depth 15.064938\n", + "dip -41.758688\n", + "azimuth 17.735987\n", + "dtype: float64" ] - }, + }, + "execution_count": 45, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.mean()" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "f5d93eb9", + "metadata": {}, + "source": [ + "In the case of a categorical variable, we can get the list of possible values that this variable can take:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "51c58c07", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "id": "fd80a620", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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minmax
station
AAR911.0911.0
AAS31.031.0
ABJ434.0434.0
ABR-1.0-1.0
ADW228.0228.0
.........
VCL2048.02048.0
VRC1666.01666.0
VSP1545.01545.0
VWB1736.01736.0
WMP1078.01078.0
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905 rows × 2 columns

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" - ], - "text/plain": [ - " min max\n", - "station \n", - "AAR 911.0 911.0\n", - "AAS 31.0 31.0\n", - "ABJ 434.0 434.0\n", - "ABR -1.0 -1.0\n", - "ADW 228.0 228.0\n", - "... ... ...\n", - "VCL 2048.0 2048.0\n", - "VRC 1666.0 1666.0\n", - "VSP 1545.0 1545.0\n", - "VWB 1736.0 1736.0\n", - "WMP 1078.0 1078.0\n", - "\n", - "[905 rows x 2 columns]" - ] - }, - "execution_count": 58, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data.groupby(['station']).elevation.agg(['min', 'max'])" + "data": { + "text/plain": [ + "array(['EHZ', 'SHZ', 'HHE', 'HHN', 'HHZ', 'HNE', 'HNN', 'HNZ', 'LHE',\n", + " 'LHN', 'LHZ', 'ACE', 'GAN', 'GEL', 'GLA', 'GLO', 'GNS', 'GPL',\n", + " 'LCE', 'LCQ', 'VCO', 'VDT', 'VEC', 'VEI', 'VPB', 'ELE', 'ELN',\n", + " 'ELZ', 'SLE', 'SLN', 'SLZ', 'LCL', 'LOG', 'OCF', 'VEA', 'VEP',\n", + " 'VFP', 'VKI', 'GST', 'EHE', 'EHN', 'BNE', 'BNN', 'BN1', 'BN2',\n", + " 'BN3', 'BV1', 'EP1', 'EP2', 'EP3', 'HDO', 'HN1', 'HN2', 'HN3',\n", + " 'HV1', 'SP2', 'SP3', 'BNZ', 'LDO', 'HJ2', 'HJ3', 'HJZ', 'SHE',\n", + " 'SHN', 'BHE', 'BHN', 'BHZ', 'LNE', 'LNN', 'LNZ', 'MHE', 'MHN',\n", + " 'MHZ', 'MNE', 'MNN', 'MNZ', 'HH2', 'HH3', 'LH2', 'LH3', 'SP1',\n", + " 'DP1', 'DP2', 'DP3', 'HLE', 'HLN', 'HLZ', 'XNE', 'XNN', 'XNZ',\n", + " 'EH1', 'VM1', 'VM2', 'VM3'], dtype=object)" ] - }, + }, + "execution_count": 46, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.channel.unique()" + ] + }, + { + "cell_type": "markdown", + "id": "bf4ec82e", + "metadata": {}, + "source": [ + "and get the number of times that each value is taken:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "031731dd", + "metadata": {}, + "outputs": [ { - "cell_type": "markdown", - "id": "5183304a", - "metadata": {}, - "source": [ - "Select the stations that were deployed first and recovered last" + "data": { + "text/plain": [ + "KCPB 78\n", + "JSGB 73\n", + "KMPB 72\n", + "KHMB 63\n", + "CCH1 60\n", + " ..\n", + "LAMB 1\n", + "LBA 1\n", + "PBY 1\n", + "MCW 1\n", + "MMW 1\n", + "Name: station, Length: 905, dtype: int64" ] - }, + }, + "execution_count": 47, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.station.value_counts()" + ] + }, + { + "cell_type": "markdown", + "id": "8ff6d551", + "metadata": {}, + "source": [ + "The second option is to use the apply function:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "610141ba", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "id": "7e7b38a0", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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start_timeend_time
station
AAR1984-01-01 00:00:002006-01-04 19:19:00
AAS1984-11-27 18:45:002021-08-13 16:50:00
ABJ1984-01-01 00:00:002019-06-26 19:17:00
ABR1984-01-01 00:00:001997-08-04 21:02:00
ADW1984-01-01 00:00:002006-04-20 01:08:00
.........
VCL1984-01-01 00:00:001985-03-25 21:30:00
VRC1993-09-23 22:20:002001-07-12 16:50:00
VSP1993-09-24 22:05:002001-07-12 16:50:00
VWB1985-01-01 00:00:001985-03-25 19:00:00
WMP1995-03-02 19:00:002002-05-08 22:30:00
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905 rows × 2 columns

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3AASNCEHZ--100.01984/11/27,18:45:001987/05/01,00:00:0038.43014-121.10959-725.8741840.0-90.00.0
4AASNCEHZ--100.01987/05/01,00:00:002021/08/13,16:50:0038.43014-121.10959-725.8741840.0-90.00.0
..........................................
7150WMPNCSHE--20.01995/07/02,12:00:002002/05/08,22:30:0035.64059-118.78570321.1258160.00.090.0
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7154WMPNCSHZ1020.01995/07/02,12:00:001999/05/11,23:59:0035.64059-118.78570321.1258160.0-90.00.0
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7136 rows × 13 columns

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" ], - "source": [ - "data.groupby(['station']).agg({'start_time':lambda x: min(x), 'end_time':lambda x: max(x)})" + "text/plain": [ + " station network channel location rate start_time \\\n", + "0 AAR NC EHZ -- 100.0 1984/01/01,00:00:00 \n", + "1 AAR NC EHZ -- 100.0 1987/05/01,00:00:00 \n", + "2 AAR NC SHZ -- 20.0 1994/11/28,00:00:00 \n", + "3 AAS NC EHZ -- 100.0 1984/11/27,18:45:00 \n", + "4 AAS NC EHZ -- 100.0 1987/05/01,00:00:00 \n", + "... ... ... ... ... ... ... \n", + "7150 WMP NC SHE -- 20.0 1995/07/02,12:00:00 \n", + "7151 WMP NC SHN -- 20.0 1995/07/02,12:00:00 \n", + "7152 WMP NC SHZ -- 20.0 1995/03/02,19:00:00 \n", + "7153 WMP NC SHZ -- 20.0 1995/07/02,12:00:00 \n", + "7154 WMP NC SHZ 10 20.0 1995/07/02,12:00:00 \n", + "\n", + " end_time latitude longitude elevation depth dip \\\n", + "0 1987/05/01,00:00:00 39.27594 -121.02696 154.125816 0.0 -90.0 \n", + "1 2006/01/04,19:19:00 39.27594 -121.02696 154.125816 0.0 -90.0 \n", + "2 2006/01/04,19:19:00 39.27594 -121.02696 154.125816 0.0 -90.0 \n", + "3 1987/05/01,00:00:00 38.43014 -121.10959 -725.874184 0.0 -90.0 \n", + "4 2021/08/13,16:50:00 38.43014 -121.10959 -725.874184 0.0 -90.0 \n", + "... ... ... ... ... ... ... \n", + "7150 2002/05/08,22:30:00 35.64059 -118.78570 321.125816 0.0 0.0 \n", + "7151 2002/05/08,22:30:00 35.64059 -118.78570 321.125816 0.0 0.0 \n", + "7152 1995/07/02,12:00:00 35.64059 -118.78570 321.125816 0.0 -90.0 \n", + "7153 2002/05/08,22:30:00 35.64059 -118.78570 321.125816 0.0 -90.0 \n", + "7154 1999/05/11,23:59:00 35.64059 -118.78570 321.125816 0.0 -90.0 \n", + "\n", + " azimuth \n", + "0 0.0 \n", + "1 0.0 \n", + "2 0.0 \n", + "3 0.0 \n", + "4 0.0 \n", + "... ... \n", + "7150 90.0 \n", + "7151 0.0 \n", + "7152 0.0 \n", + "7153 0.0 \n", + "7154 0.0 \n", + "\n", + "[7136 rows x 13 columns]" ] - }, + }, + "execution_count": 48, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_elevation_mean=data.elevation.unique().mean()\n", + "def remean_elevation(row):\n", + " row.elevation = row.elevation - data_elevation_mean\n", + " return row\n", + "data.apply(remean_elevation, axis='columns')" + ] + }, + { + "cell_type": "markdown", + "id": "4193d83c", + "metadata": {}, + "source": [ + "We can also carry out simple operations on columns, provided they make sense." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e02b7ee4", + "metadata": {}, + "outputs": [ { - "cell_type": "markdown", - "id": "28ec3c28", - "metadata": {}, - "source": [ - "We can also make groups by selecting the values of two categorical variables:" + "data": { + "text/plain": [ + "0 NC - AAR\n", + "1 NC - AAR\n", + "2 NC - AAR\n", + "3 NC - AAS\n", + "4 NC - AAS\n", + " ... \n", + "7150 NC - WMP\n", + "7151 NC - WMP\n", + "7152 NC - WMP\n", + "7153 NC - WMP\n", + "7154 NC - WMP\n", + "Length: 7136, dtype: object" ] - }, + }, + "execution_count": 49, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.network + ' - ' + data.station" + ] + }, + { + "cell_type": "markdown", + "id": "c6e15985", + "metadata": {}, + "source": [ + "A useful feature is to group the rows depending on the value of a categorical variable, and then apply the same operation to all the groups. For instance, I want to know how many times each station appears in the file:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "cdf44701", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "id": "b5aacd39", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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............
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" - ], - "text/plain": [ - " start_time end_time\n", - "station channel \n", - "AAR EHZ 1984-01-01 00:00:00 2006-01-04 19:19:00\n", - " SHZ 1994-11-28 00:00:00 2006-01-04 19:19:00\n", - "AAS EHZ 1984-11-27 18:45:00 2021-08-13 16:50:00\n", - " SHZ 1994-11-28 00:00:00 2006-01-24 18:00:00\n", - "ABJ EHZ 1984-01-01 00:00:00 2019-06-26 19:17:00" - ] - }, - "execution_count": 62, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "data_grouped.head()" - ] + "name": "stdout", + "output_type": "stream", + "text": [ + "0 1984-01-01 00:00:00\n", + "1 1987-05-01 00:00:00\n", + "2 1994-11-28 00:00:00\n", + "3 1984-11-27 18:45:00\n", + "4 1987-05-01 00:00:00\n", + " ... \n", + "7150 1995-07-02 12:00:00\n", + "7151 1995-07-02 12:00:00\n", + "7152 1995-03-02 19:00:00\n", + "7153 1995-07-02 12:00:00\n", + "7154 1995-07-02 12:00:00\n", + "Name: start_time, Length: 7136, dtype: datetime64[ns]\n" + ] }, { - "cell_type": "markdown", - "id": "755f691b", - "metadata": {}, - "source": [ - "When we select only some rows, the index is not automatically reset to start at 0. We can do it manually. Many functions in pandas have also an option to reset the index, and option to transform the dataframe in place, instead of saving the results in another variable." + "data": { + "text/plain": [ + "pandas._libs.tslibs.timestamps.Timestamp" ] - }, + }, + "execution_count": 54, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "# Transform column from string into datetime format\n", + "startdate = pd.to_datetime(data['start_time'], format='%Y/%m/%d,%H:%M:%S')\n", + "data['start_time'] = startdate\n", + "print(data['start_time'] )\n", + "type(data['start_time'][0])" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "78278bab", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "id": "e41c6f08", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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stationchannelstart_timeend_time
0AAREHZ1984-01-01 00:00:002006-01-04 19:19:00
1AARSHZ1994-11-28 00:00:002006-01-04 19:19:00
2AASEHZ1984-11-27 18:45:002021-08-13 16:50:00
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4ABJEHZ1984-01-01 00:00:002019-06-26 19:17:00
...............
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start_timeend_time
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AAREHZ1984-01-012006-01-04 19:19:00
LWHEHZ1984-01-012020-03-17 20:50:00
LWDEHZ1984-01-011986-09-25 21:30:00
LTNEHZ1984-01-011988-07-26 23:50:00
............
BTIVCO2022-09-282025-01-01 00:00:00
VDT2022-09-282025-01-01 00:00:00
VEC2022-09-282025-01-01 00:00:00
GEL2022-09-282025-01-01 00:00:00
VPB2022-09-282025-01-01 00:00:00
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" ], - "source": [ - "data_grouped.sort_values(by='start_time')" + "text/plain": [ + " min max\n", + "station \n", + "AAR 911.0 911.0\n", + "AAS 31.0 31.0\n", + "ABJ 434.0 434.0\n", + "ABR -1.0 -1.0\n", + "ADW 228.0 228.0\n", + "... ... ...\n", + "VCL 2048.0 2048.0\n", + "VRC 1666.0 1666.0\n", + "VSP 1545.0 1545.0\n", + "VWB 1736.0 1736.0\n", + "WMP 1078.0 1078.0\n", + "\n", + "[905 rows x 2 columns]" ] - }, + }, + "execution_count": 58, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.groupby(['station']).elevation.agg(['min', 'max'])" + ] + }, + { + "cell_type": "markdown", + "id": "5183304a", + "metadata": {}, + "source": [ + "Select the stations that were deployed first and recovered last" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "7e7b38a0", + "metadata": {}, + "outputs": [ { - "cell_type": "markdown", - "id": "29c0b9b5", - "metadata": {}, - "source": [ - "We can apply the sorting to several columns:" + "data": { + "text/html": [ + "
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AAS1984-11-27 18:45:002021-08-13 16:50:00
ABJ1984-01-01 00:00:002019-06-26 19:17:00
ABR1984-01-01 00:00:001997-08-04 21:02:00
ADW1984-01-01 00:00:002006-04-20 01:08:00
.........
VCL1984-01-01 00:00:001985-03-25 21:30:00
VRC1993-09-23 22:20:002001-07-12 16:50:00
VSP1993-09-24 22:05:002001-07-12 16:50:00
VWB1985-01-01 00:00:001985-03-25 19:00:00
WMP1995-03-02 19:00:002002-05-08 22:30:00
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" + ], + "text/plain": [ + " start_time end_time\n", + "station \n", + "AAR 1984-01-01 00:00:00 2006-01-04 19:19:00\n", + "AAS 1984-11-27 18:45:00 2021-08-13 16:50:00\n", + "ABJ 1984-01-01 00:00:00 2019-06-26 19:17:00\n", + "ABR 1984-01-01 00:00:00 1997-08-04 21:02:00\n", + "ADW 1984-01-01 00:00:00 2006-04-20 01:08:00\n", + "... ... ...\n", + "VCL 1984-01-01 00:00:00 1985-03-25 21:30:00\n", + "VRC 1993-09-23 22:20:00 2001-07-12 16:50:00\n", + "VSP 1993-09-24 22:05:00 2001-07-12 16:50:00\n", + "VWB 1985-01-01 00:00:00 1985-03-25 19:00:00\n", + "WMP 1995-03-02 19:00:00 2002-05-08 22:30:00\n", + "\n", + "[905 rows x 2 columns]" ] - }, + }, + "execution_count": 59, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.groupby(['station']).agg({'start_time':lambda x: min(x), 'end_time':lambda x: max(x)})" + ] + }, + { + "cell_type": "markdown", + "id": "28ec3c28", + "metadata": {}, + "source": [ + "We can also make groups by selecting the values of two categorical variables:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "b5aacd39", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "id": "5cf427b0", - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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start_timeend_time
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PG1HV11983-06-271993-11-10 18:00:00
PGCEHZ1984-01-011984-04-12 18:00:00
AFOEHZ1984-01-011984-04-23 00:00:00
MCHEHZ1984-01-011984-08-01 19:31:00
MCNEHZ1984-01-011984-09-22 16:45:00
............
BTIVCO2022-09-282025-01-01 00:00:00
VDT2022-09-282025-01-01 00:00:00
VEC2022-09-282025-01-01 00:00:00
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stationchannel
AAREHZ1984-01-01 00:00:002006-01-04 19:19:00
SHZ1994-11-28 00:00:002006-01-04 19:19:00
AASEHZ1984-11-27 18:45:002021-08-13 16:50:00
SHZ1994-11-28 00:00:002006-01-24 18:00:00
ABJEHZ1984-01-01 00:00:002019-06-26 19:17:00
............
WMPEHN1995-07-02 12:00:002002-05-08 22:30:00
EHZ1995-03-02 19:00:002002-05-08 22:30:00
SHE1995-07-02 12:00:002002-05-08 22:30:00
SHN1995-07-02 12:00:002002-05-08 22:30:00
SHZ1995-03-02 19:00:002002-05-08 22:30:00
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4289 rows × 2 columns

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" ], - "source": [ - "data_grouped.sort_values(by=['start_time', 'end_time'])" + "text/plain": [ + " start_time end_time\n", + "station channel \n", + "AAR EHZ 1984-01-01 00:00:00 2006-01-04 19:19:00\n", + " SHZ 1994-11-28 00:00:00 2006-01-04 19:19:00\n", + "AAS EHZ 1984-11-27 18:45:00 2021-08-13 16:50:00\n", + " SHZ 1994-11-28 00:00:00 2006-01-24 18:00:00\n", + "ABJ EHZ 1984-01-01 00:00:00 2019-06-26 19:17:00\n", + "... ... ...\n", + "WMP EHN 1995-07-02 12:00:00 2002-05-08 22:30:00\n", + " EHZ 1995-03-02 19:00:00 2002-05-08 22:30:00\n", + " SHE 1995-07-02 12:00:00 2002-05-08 22:30:00\n", + " SHN 1995-07-02 12:00:00 2002-05-08 22:30:00\n", + " SHZ 1995-03-02 19:00:00 2002-05-08 22:30:00\n", + "\n", + "[4289 rows x 2 columns]" ] - }, + }, + "execution_count": 60, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data.groupby(['station', 'channel']).agg({'start_time':lambda x: min(x), 'end_time':lambda x: max(x)})" + ] + }, + { + "cell_type": "markdown", + "id": "9eaaa490", + "metadata": {}, + "source": [ + "Previously, we just printed the output, but we can also store it in a new variable:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "14adf61e", + "metadata": {}, + "outputs": [], + "source": [ + "data_grouped = data.groupby(['station', 'channel']).agg({'start_time':lambda x: min(x), 'end_time':lambda x: max(x)})" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "2dcccafe", + "metadata": {}, + "outputs": [ { - "attachments": {}, - "cell_type": "markdown", - "id": "c5c38796", - "metadata": {}, - "source": [ - "# 4. CSV vs Parquet\n", - "\n", - "Parquet is a compressed data format that stores and compresses the columns. It is fast for I/O and compact format.\n", - "\n", - "Save ``data`` into a CSV file:" + "data": { + "text/html": [ + "
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...............
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" ], - "source": [ - "%timeit data.to_csv(\"my_metadata.csv\")\n", - "!ls -lh my_metadata.csv" + "text/plain": [ + " station channel start_time end_time\n", + "0 AAR EHZ 1984-01-01 00:00:00 2006-01-04 19:19:00\n", + "1 AAR SHZ 1994-11-28 00:00:00 2006-01-04 19:19:00\n", + "2 AAS EHZ 1984-11-27 18:45:00 2021-08-13 16:50:00\n", + "3 AAS SHZ 1994-11-28 00:00:00 2006-01-24 18:00:00\n", + "4 ABJ EHZ 1984-01-01 00:00:00 2019-06-26 19:17:00\n", + "... ... ... ... ...\n", + "4284 WMP EHN 1995-07-02 12:00:00 2002-05-08 22:30:00\n", + "4285 WMP EHZ 1995-03-02 19:00:00 2002-05-08 22:30:00\n", + "4286 WMP SHE 1995-07-02 12:00:00 2002-05-08 22:30:00\n", + "4287 WMP SHN 1995-07-02 12:00:00 2002-05-08 22:30:00\n", + "4288 WMP SHZ 1995-03-02 19:00:00 2002-05-08 22:30:00\n", + "\n", + "[4289 rows x 4 columns]" ] - }, + }, + "execution_count": 63, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_grouped.reset_index()" + ] + }, + { + "cell_type": "markdown", + "id": "48a33bd8", + "metadata": {}, + "source": [ + "It is also possible to sort the dataset by value." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "d5d91ecb", + "metadata": {}, + "outputs": [ { - "attachments": {}, - "cell_type": "markdown", - "id": "4b5dd078", - "metadata": {}, - "source": [ - "Try and save in Parquet and compare time and memory." + "data": { + "text/html": [ + "
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AAREHZ1984-01-012006-01-04 19:19:00
LWHEHZ1984-01-012020-03-17 20:50:00
LWDEHZ1984-01-011986-09-25 21:30:00
LTNEHZ1984-01-011988-07-26 23:50:00
............
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" + ], + "text/plain": [ + " start_time end_time\n", + "station channel \n", + "PG1 HV1 1983-06-27 1993-11-10 18:00:00\n", + "AAR EHZ 1984-01-01 2006-01-04 19:19:00\n", + "LWH EHZ 1984-01-01 2020-03-17 20:50:00\n", + "LWD EHZ 1984-01-01 1986-09-25 21:30:00\n", + "LTN EHZ 1984-01-01 1988-07-26 23:50:00\n", + "... ... ...\n", + "BTI VCO 2022-09-28 2025-01-01 00:00:00\n", + " VDT 2022-09-28 2025-01-01 00:00:00\n", + " VEC 2022-09-28 2025-01-01 00:00:00\n", + " GEL 2022-09-28 2025-01-01 00:00:00\n", + " VPB 2022-09-28 2025-01-01 00:00:00\n", + "\n", + "[4289 rows x 2 columns]" ] - }, + }, + "execution_count": 64, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_grouped.sort_values(by='start_time')" + ] + }, + { + "cell_type": "markdown", + "id": "29c0b9b5", + "metadata": {}, + "source": [ + "We can apply the sorting to several columns:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "5cf427b0", + "metadata": {}, + "outputs": [ { - "cell_type": "code", - "execution_count": null, - "id": "0952eb9f", - "metadata": {}, - "outputs": [], - "source": [ - "%timeit data.to_parquet(\"my_metadata.pq\")\n", - "!ls -lh my_metadata.pq" + "data": { + "text/html": [ + "
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start_timeend_time
stationchannel
PG1HV11983-06-271993-11-10 18:00:00
PGCEHZ1984-01-011984-04-12 18:00:00
AFOEHZ1984-01-011984-04-23 00:00:00
MCHEHZ1984-01-011984-08-01 19:31:00
MCNEHZ1984-01-011984-09-22 16:45:00
............
BTIVCO2022-09-282025-01-01 00:00:00
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" + ], + "text/plain": [ + " start_time end_time\n", + "station channel \n", + "PG1 HV1 1983-06-27 1993-11-10 18:00:00\n", + "PGC EHZ 1984-01-01 1984-04-12 18:00:00\n", + "AFO EHZ 1984-01-01 1984-04-23 00:00:00\n", + "MCH EHZ 1984-01-01 1984-08-01 19:31:00\n", + "MCN EHZ 1984-01-01 1984-09-22 16:45:00\n", + "... ... ...\n", + "BTI VCO 2022-09-28 2025-01-01 00:00:00\n", + " VDT 2022-09-28 2025-01-01 00:00:00\n", + " VEC 2022-09-28 2025-01-01 00:00:00\n", + " VEI 2022-09-28 2025-01-01 00:00:00\n", + " VPB 2022-09-28 2025-01-01 00:00:00\n", + "\n", + "[4289 rows x 2 columns]" ] + }, + "execution_count": 65, + "metadata": {}, + "output_type": "execute_result" } - ], - "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": "3.9.18" + ], + "source": [ + "data_grouped.sort_values(by=['start_time', 'end_time'])" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "c5c38796", + "metadata": {}, + "source": [ + "# 4. CSV vs Parquet\n", + "\n", + "Parquet is a compressed data format that stores and compresses the columns. It is fast for I/O and compact format.\n", + "\n", + "Save ``data`` into a CSV file:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "f20f5de3", + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "66.6 ms ± 4.45 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n" + ] }, - "vscode": { - "interpreter": { - "hash": "c446eef832ec964573dc49f36fd16bdbed40cbfbefbf557bc2dc78d9e7968689" - } + { + "name": "stderr", + "output_type": "stream", + "text": [ + "'ls' is not recognized as an internal or external command,\n", + "operable program or batch file.\n" + ] } + ], + "source": [ + "%timeit data.to_csv(\"my_metadata.csv\")\n", + "!ls -lh my_metadata.csv" + ] + }, + { + "attachments": {}, + "cell_type": "markdown", + "id": "4b5dd078", + "metadata": {}, + "source": [ + "Try and save in Parquet and compare time and memory." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "0952eb9f", + "metadata": {}, + "outputs": [], + "source": [ + "%timeit data.to_parquet(\"my_metadata.pq\")\n", + "!ls -lh my_metadata.pq" + ] + } + ], + "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": "3.9.18" }, - "nbformat": 4, - "nbformat_minor": 5 -} \ No newline at end of file + "vscode": { + "interpreter": { + "hash": "c446eef832ec964573dc49f36fd16bdbed40cbfbefbf557bc2dc78d9e7968689" + } + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/book/Chapter2-DataManipulation/2.4_Arrays.ipynb b/book/Chapter2-DataManipulation/2.4_Arrays.ipynb index 2d403a4..87e96c7 100644 --- a/book/Chapter2-DataManipulation/2.4_Arrays.ipynb +++ b/book/Chapter2-DataManipulation/2.4_Arrays.ipynb @@ -12,7 +12,7 @@ "This section introduces:\n", "- Level 1: **Numpy** package that provides fundamental python tools for data arrays\n", "- Level 2: **Xarrays** N-dimensional arrays\n", - "- Level 3: Pytorch **Tensor**, N-dimensional arrays for pytorch.\n", + "- Level 3: **Pytorch Tensor**, N-dimensional arrays for pytorch.\n", "\n", "At all levels, we will practice\n", "- **Matplotlib** python package that provides functionalities for basic plotting." @@ -33,7 +33,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": null, "id": "86fc68b4", "metadata": {}, "outputs": [], @@ -54,28 +54,15 @@ "metadata": {}, "source": [ "### 1.1 1D arrays in Numpy\n", - "\n", - "These are vectors" + "1-D arrays are also called ``vectors``. The Numpy function ``arange`` will create regularly spaced values within a specific range. It is similar to the python function ``range``. \n" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": null, "id": "f8f04ca2", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[ 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23\n", - " 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47\n", - " 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71\n", - " 72 73 74 75 76 77 78 79 80 81 82 83 84 85 86 87 88 89 90 91 92 93 94 95\n", - " 96 97 98 99]\n" - ] - } - ], + "outputs": [], "source": [ "# create 1D arrays\n", "N=100\n", @@ -85,72 +72,10 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": null, "id": "27e7a216", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "[39. 39.11111111 39.22222222 39.33333333 39.44444444 39.55555556\n", - " 39.66666667 39.77777778 39.88888889 40. 40.11111111 40.22222222\n", - 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" 0.70548023 0.7390722 0.77426368 0.81113083 0.84975344 0.89021509\n", - " 0.93260335 0.97700996 1.02353102 1.07226722 1.12332403 1.17681195\n", - " 1.23284674 1.29154967 1.35304777 1.41747416 1.48496826 1.55567614\n", - " 1.62975083 1.70735265 1.78864953 1.87381742 1.96304065 2.05651231\n", - " 2.15443469 2.25701972 2.36448941 2.47707636 2.59502421 2.71858824\n", - " 2.84803587 2.98364724 3.12571585 3.27454916 3.43046929 3.59381366\n", - " 3.76493581 3.94420606 4.1320124 4.32876128 4.53487851 4.75081016\n", - " 4.97702356 5.21400829 5.46227722 5.72236766 5.9948425 6.28029144\n", - " 6.57933225 6.8926121 7.22080902 7.56463328 7.92482898 8.30217568\n", - " 8.69749003 9.11162756 9.54548457 10. ]\n" - ] - } - ], + "outputs": [], "source": [ "N = 100 # number of points\n", "\n", @@ -173,6 +98,103 @@ "print(x_tl)\n" ] }, + { + "cell_type": "markdown", + "id": "23aa62bc", + "metadata": {}, + "source": [ + "### Indexing Numpy arrays\n", + "\n", + "Accessing individual elements is done using squared brackets ``[]``. First element is indexed at ``0``, last element is indexed at ``-1``.\n" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "a0dd1c01", + "metadata": {}, + "outputs": [], + "source": [ + "arr = np.arange(5)\n", + "\n", + "# Access the first element (index 0)\n", + "element = arr[0]\n", + "print(element) # Output: 1\n", + "\n", + "# Access the fourth element (index 3)\n", + "element = arr[3]\n", + "print(element) # Output: 4\n", + "\n", + "\n", + "# Access the last element (index 5)\n", + "element = arr[4]\n", + "print(element) # Output: 5\n", + "\n", + "# Access the last element (index 5)\n", + "element = arr[-1]\n", + "print(element) # Output: 5\n" + ] + }, + { + "cell_type": "markdown", + "id": "a7386d91", + "metadata": {}, + "source": [ + "## Slicing\n", + "\n", + "We can slice arrays using the basic syntax ``start:stop:step``:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "778e2928", + "metadata": {}, + "outputs": [], + "source": [ + "x=np.arange(10)\n", + "\n", + "# select subarrays between indexes 3 and 6\n", + "x1 = x[2:5]\n", + "print(x1)" + ] + }, + { + "cell_type": "markdown", + "id": "aca4b17d", + "metadata": {}, + "source": [ + "Create an array that select every other elements" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "84f6785c", + "metadata": {}, + "outputs": [], + "source": [ + "# answer here" + ] + }, + { + "cell_type": "markdown", + "id": "8f5a75e5", + "metadata": {}, + "source": [ + "Create an array with a reversed ordered indexes:" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "id": "e264262f", + "metadata": {}, + "outputs": [], + "source": [ + "# answer here" + ] + }, { "cell_type": "markdown", "id": "178b20ce", @@ -191,7 +213,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": null, "id": "323f29fc", "metadata": {}, "outputs": [], @@ -211,21 +233,10 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": null, "id": "d9451b3e", "metadata": {}, - "outputs": [ - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "fig, (ax1,ax2) = plt.subplots(1,2, figsize=(10,5)) # 1 row, 2 co\n", "ax1.plot(x_t,'.')\n", @@ -256,7 +267,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": null, "id": "e3938d8a", "metadata": {}, "outputs": [], @@ -279,41 +290,10 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "id": "449dfc8b", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Text(0.5, 1.0, 'Poisson')" - ] - }, - "execution_count": 7, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", 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- "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# now compare this distribution to the Gaussian distribution\n", "fig1, (ax1,ax2,ax3,ax4) = plt.subplots(1,4, figsize=(15,5)) # 1 row, 2 co\n", @@ -333,19 +313,10 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": null, "id": "c74db68b", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "mean of x1 standard deviation of x1 mean of x2 standard deviation of x2\n", - "-0.0002966757349230325 0.5795582754312419 0.010502022517348691 0.9932163202175882\n" - ] - } - ], + "outputs": [], "source": [ "# numpy has built-in functions to calculate basic statistical properties of numpy arrays\n", "print(\"mean of x1\", \"standard deviation of x1\",\"mean of x2\", \"standard deviation of x2\",)\n", @@ -364,33 +335,12 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": null, "id": "c97eb3cd", "metadata": { "scrolled": true }, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 9, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "N=1000 # number of samples\n", "# create\n", @@ -465,38 +415,9 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "the three distances are:\n", - "45.96558510506215 1157.7982201598331 -0.06658316716936745\n" - ] - }, - { - "data": { - "text/plain": [ - "Text(0, 0.5, 'X3')" - ] - }, - "execution_count": 10, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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<xarray.Dataset>\n",
-       "Dimensions:  (lat: 25, time: 2920, lon: 53)\n",
-       "Coordinates:\n",
-       "  * lat      (lat) float32 75.0 72.5 70.0 67.5 65.0 ... 25.0 22.5 20.0 17.5 15.0\n",
-       "  * lon      (lon) float32 200.0 202.5 205.0 207.5 ... 322.5 325.0 327.5 330.0\n",
-       "  * time     (time) datetime64[ns] 2013-01-01 ... 2014-12-31T18:00:00\n",
-       "Data variables:\n",
-       "    air      (time, lat, lon) float32 241.2 242.5 243.5 ... 296.5 296.2 295.7\n",
-       "Attributes:\n",
-       "    Conventions:  COARDS\n",
-       "    title:        4x daily NMC reanalysis (1948)\n",
-       "    description:  Data is from NMC initialized reanalysis\\n(4x/day).  These a...\n",
-       "    platform:     Model\n",
-       "    references:   http://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanaly...
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<xarray.DataArray 'air' (time: 2920, lat: 25, lon: 53)>\n",
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-       "         241.79   ],\n",
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-       "         241.68999],\n",
-       "        [262.99   , 262.19   , 261.38998, ..., 239.89   , 242.59   ,\n",
-       "         246.29   ],\n",
-       "        ...,\n",
-       "        [293.79   , 293.69   , 295.09   , ..., 295.29   , 295.09   ,\n",
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-       "        [297.69   , 298.09   , 298.09   , ..., 296.49   , 296.19   ,\n",
-       "         295.69   ]]], dtype=float32)\n",
-       "Coordinates:\n",
-       "  * lat      (lat) float32 75.0 72.5 70.0 67.5 65.0 ... 25.0 22.5 20.0 17.5 15.0\n",
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-       "  * time     (time) datetime64[ns] 2013-01-01 ... 2014-12-31T18:00:00\n",
-       "Attributes:\n",
-       "    long_name:     4xDaily Air temperature at sigma level 995\n",
-       "    units:         degK\n",
-       "    precision:     2\n",
-       "    GRIB_id:       11\n",
-       "    GRIB_name:     TMP\n",
-       "    var_desc:      Air temperature\n",
-       "    dataset:       NMC Reanalysis\n",
-       "    level_desc:    Surface\n",
-       "    statistic:     Individual Obs\n",
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-       "    description:  Data is from NMC initialized reanalysis\\n(4x/day).  These a...\n",
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" * time (time) datetime64[ns] 2013-01-01 ... 2014-12-31T18:00:00" - ] - }, - "execution_count": 17, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "ds.air.coords" ] }, { "cell_type": "code", - "execution_count": 18, + "execution_count": null, "id": "1f0cf574", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'long_name': '4xDaily Air temperature at sigma level 995',\n", - " 'units': 'degK',\n", - " 'precision': 2,\n", - " 'GRIB_id': 11,\n", - " 'GRIB_name': 'TMP',\n", - " 'var_desc': 'Air temperature',\n", - " 'dataset': 'NMC Reanalysis',\n", - " 'level_desc': 'Surface',\n", - " 'statistic': 'Individual Obs',\n", - " 'parent_stat': 'Other',\n", - " 'actual_range': array([185.16, 322.1 ], dtype=float32)}" - ] - }, - "execution_count": 18, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "ds.air.attrs" ] @@ -2788,32 +596,10 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": null, "id": "8fd6ee7a", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "{'long_name': '4xDaily Air temperature at sigma level 995',\n", - " 'units': 'degK',\n", - " 'precision': 2,\n", - " 'GRIB_id': 11,\n", - " 'GRIB_name': 'TMP',\n", - " 'var_desc': 'Air temperature',\n", - " 'dataset': 'NMC Reanalysis',\n", - " 'level_desc': 'Surface',\n", - " 'statistic': 'Individual Obs',\n", - " 'parent_stat': 'Other',\n", - " 'actual_range': array([185.16, 322.1 ], dtype=float32),\n", - " 'who_is_awesome': 'xarray'}" - ] - }, - "execution_count": 19, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# assign your own attributes!\n", "ds.air.attrs[\"who_is_awesome\"] = \"xarray\"\n", @@ -2830,67 +616,10 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": null, "id": "03115c04", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "[[[241.2 242.5 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296.29 ... 296.4 296. 295.6 ]\n", - " [296.4 296.29 296.4 ... 297. 297. 296.79 ]]\n", - "\n", - " ...\n", - "\n", - " [[243.48999 242.98999 242.09 ... 244.18999 244.48999 244.89 ]\n", - " [249.09 248.98999 248.59 ... 240.59 241.29 242.68999]\n", - " [262.69 262.19 261.69 ... 239.39 241.68999 245.18999]\n", - " ...\n", - " [294.79 295.29 297.49 ... 295.49 295.38998 294.69 ]\n", - " [296.79 297.88998 298.29 ... 295.49 295.49 294.79 ]\n", - " [298.19 299.19 298.79 ... 296.09 295.79 295.79 ]]\n", - "\n", - " [[245.79 244.79 243.48999 ... 243.29 243.98999 244.79 ]\n", - " [249.89 249.29 248.48999 ... 241.29 242.48999 244.29 ]\n", - " [262.38998 261.79 261.29 ... 240.48999 243.09 246.89 ]\n", - " ...\n", - " [293.69 293.88998 295.38998 ... 295.09 294.69 294.29 ]\n", - " [296.29 297.19 297.59 ... 295.29 295.09 294.38998]\n", - " [297.79 298.38998 298.49 ... 295.69 295.49 295.19 ]]\n", - "\n", - " [[245.09 244.29 243.29 ... 241.68999 241.48999 241.79 ]\n", - " [249.89 249.29 248.39 ... 239.59 240.29 241.68999]\n", - " [262.99 262.19 261.38998 ... 239.89 242.59 246.29 ]\n", - " ...\n", - " [293.79 293.69 295.09 ... 295.29 295.09 294.69 ]\n", - " [296.09 296.88998 297.19 ... 295.69 295.69 295.19 ]\n", - " [297.69 298.09 298.09 ... 296.49 296.19 295.69 ]]]\n" - ] - } - ], + "outputs": [], "source": [ "print(type(ds.air.data))\n", "print(ds.air.data)" @@ -2912,36 +641,10 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": null, "id": "3c974037", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 21, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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", - "text/plain": [ - "
" - ] - }, - "metadata": { - "image/png": { - "height": 469, - "width": 613 - } - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "ds.air.isel(time=1).plot(x=\"lon\")" ] @@ -2956,7 +659,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": null, "id": "d4b308b4", "metadata": {}, "outputs": [], @@ -2976,7 +679,7 @@ }, { "cell_type": "code", - "execution_count": 23, + "execution_count": null, "id": "b54ff7de", "metadata": {}, "outputs": [], @@ -2994,1065 +697,30 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": null, "id": "08f78964", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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<xarray.Dataset>\n",
-       "Dimensions:  (lat: 25, time: 124, lon: 53)\n",
-       "Coordinates:\n",
-       "  * lat      (lat) float32 75.0 72.5 70.0 67.5 65.0 ... 25.0 22.5 20.0 17.5 15.0\n",
-       "  * time     (time) datetime64[ns] 2013-05-01 ... 2013-05-31T18:00:00\n",
-       "  * lon      (lon) float32 -160.0 -157.5 -155.0 -152.5 ... -35.0 -32.5 -30.0\n",
-       "Data variables:\n",
-       "    air      (time, lat, lon) float32 -13.95 -13.86 -14.05 ... 25.05 24.45 24.35\n",
-       "Attributes:\n",
-       "    Conventions:  COARDS\n",
-       "    title:        4x daily NMC reanalysis (1948)\n",
-       "    description:  Data is from NMC initialized reanalysis\\n(4x/day).  These a...\n",
-       "    platform:     Model\n",
-       "    references:   http://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanaly...
" - ], - "text/plain": [ - "\n", - "Dimensions: (lat: 25, time: 124, lon: 53)\n", - "Coordinates:\n", - " * lat (lat) float32 75.0 72.5 70.0 67.5 65.0 ... 25.0 22.5 20.0 17.5 15.0\n", - " * time (time) datetime64[ns] 2013-05-01 ... 2013-05-31T18:00:00\n", - " * lon (lon) float32 -160.0 -157.5 -155.0 -152.5 ... -35.0 -32.5 -30.0\n", - "Data variables:\n", - " air (time, lat, lon) float32 -13.95 -13.86 -14.05 ... 25.05 24.45 24.35\n", - "Attributes:\n", - " Conventions: COARDS\n", - " title: 4x daily NMC reanalysis (1948)\n", - " description: Data is from NMC initialized reanalysis\\n(4x/day). These a...\n", - " platform: Model\n", - " references: http://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanaly..." - ] - }, - "execution_count": 25, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "ds2.sel(time=\"2013-05\")" ] }, { "cell_type": "code", - "execution_count": 26, + "execution_count": null, "id": "359b47cb", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.Dataset>\n",
-       "Dimensions:  (lat: 25, time: 368, lon: 53)\n",
-       "Coordinates:\n",
-       "  * lat      (lat) float32 75.0 72.5 70.0 67.5 65.0 ... 25.0 22.5 20.0 17.5 15.0\n",
-       "  * time     (time) datetime64[ns] 2013-05-01 ... 2013-07-31T18:00:00\n",
-       "  * lon      (lon) float32 -160.0 -157.5 -155.0 -152.5 ... -35.0 -32.5 -30.0\n",
-       "Data variables:\n",
-       "    air      (time, lat, lon) float32 -13.95 -13.86 -14.05 ... 26.25 26.35 26.55\n",
-       "Attributes:\n",
-       "    Conventions:  COARDS\n",
-       "    title:        4x daily NMC reanalysis (1948)\n",
-       "    description:  Data is from NMC initialized reanalysis\\n(4x/day).  These a...\n",
-       "    platform:     Model\n",
-       "    references:   http://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanaly...
" - ], - "text/plain": [ - "\n", - "Dimensions: (lat: 25, time: 368, lon: 53)\n", - "Coordinates:\n", - " * lat (lat) float32 75.0 72.5 70.0 67.5 65.0 ... 25.0 22.5 20.0 17.5 15.0\n", - " * time (time) datetime64[ns] 2013-05-01 ... 2013-07-31T18:00:00\n", - " * lon (lon) float32 -160.0 -157.5 -155.0 -152.5 ... -35.0 -32.5 -30.0\n", - "Data variables:\n", - " air (time, lat, lon) float32 -13.95 -13.86 -14.05 ... 26.25 26.35 26.55\n", - "Attributes:\n", - " Conventions: COARDS\n", - " title: 4x daily NMC reanalysis (1948)\n", - " description: Data is from NMC initialized reanalysis\\n(4x/day). These a...\n", - " platform: Model\n", - " references: http://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanaly..." - ] - }, - "execution_count": 26, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# demonstrate slicing\n", "ds.sel(time=slice(\"2013-05\", \"2013-07\"))" @@ -4060,446 +728,10 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": null, "id": "f740cd3a", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.Dataset>\n",
-       "Dimensions:  (lat: 2, time: 2920, lon: 2)\n",
-       "Coordinates:\n",
-       "  * lat      (lat) float32 40.0 50.0\n",
-       "  * time     (time) datetime64[ns] 2013-01-01 ... 2014-12-31T18:00:00\n",
-       "  * lon      (lon) float32 -120.0 -125.0\n",
-       "Data variables:\n",
-       "    air      (time, lat, lon) float32 -5.05 9.85 -7.65 ... 12.04 -16.36 -4.56\n",
-       "Attributes:\n",
-       "    Conventions:  COARDS\n",
-       "    title:        4x daily NMC reanalysis (1948)\n",
-       "    description:  Data is from NMC initialized reanalysis\\n(4x/day).  These a...\n",
-       "    platform:     Model\n",
-       "    references:   http://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanaly...
" - ], - "text/plain": [ - "\n", - "Dimensions: (lat: 2, time: 2920, lon: 2)\n", - "Coordinates:\n", - " * lat (lat) float32 40.0 50.0\n", - " * time (time) datetime64[ns] 2013-01-01 ... 2014-12-31T18:00:00\n", - " * lon (lon) float32 -120.0 -125.0\n", - "Data variables:\n", - " air (time, lat, lon) float32 -5.05 9.85 -7.65 ... 12.04 -16.36 -4.56\n", - "Attributes:\n", - " Conventions: COARDS\n", - " title: 4x daily NMC reanalysis (1948)\n", - " description: Data is from NMC initialized reanalysis\\n(4x/day). These a...\n", - " platform: Model\n", - " references: http://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanaly..." - ] - }, - "execution_count": 27, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# \"nearest indexing at multiple points\"\n", "ds.sel(lon=[240.125-360, 234-360], lat=[40.3, 50.3], method=\"nearest\")" @@ -4525,22 +757,10 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": null, "id": "53f54258", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "DatasetGroupBy, grouped over 'season'\n", - "4 groups with labels 'DJF', 'JJA', 'MAM', 'SON'." - ] - }, - "execution_count": 28, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# seasonal groups\n", "ds.groupby(\"time.season\")" @@ -4548,471 +768,10 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": null, "id": "fc9ee06b", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.Dataset>\n",
-       "Dimensions:  (lat: 25, season: 4, lon: 53)\n",
-       "Coordinates:\n",
-       "  * lat      (lat) float32 75.0 72.5 70.0 67.5 65.0 ... 25.0 22.5 20.0 17.5 15.0\n",
-       "  * lon      (lon) float32 -160.0 -157.5 -155.0 -152.5 ... -35.0 -32.5 -30.0\n",
-       "  * season   (season) object 'DJF' 'MAM' 'JJA' 'SON'\n",
-       "Data variables:\n",
-       "    air      (season, lat, lon) float32 -26.14 -26.19 -26.43 ... 26.22 26.32\n",
-       "Attributes:\n",
-       "    Conventions:  COARDS\n",
-       "    title:        4x daily NMC reanalysis (1948)\n",
-       "    description:  Data is from NMC initialized reanalysis\\n(4x/day).  These a...\n",
-       "    platform:     Model\n",
-       "    references:   http://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanaly...
" - ], - "text/plain": [ - "\n", - "Dimensions: (lat: 25, season: 4, lon: 53)\n", - "Coordinates:\n", - " * lat (lat) float32 75.0 72.5 70.0 67.5 65.0 ... 25.0 22.5 20.0 17.5 15.0\n", - " * lon (lon) float32 -160.0 -157.5 -155.0 -152.5 ... -35.0 -32.5 -30.0\n", - " * season (season) object 'DJF' 'MAM' 'JJA' 'SON'\n", - "Data variables:\n", - " air (season, lat, lon) float32 -26.14 -26.19 -26.43 ... 26.22 26.32\n", - "Attributes:\n", - " Conventions: COARDS\n", - " title: 4x daily NMC reanalysis (1948)\n", - " description: Data is from NMC initialized reanalysis\\n(4x/day). These a...\n", - " platform: Model\n", - " references: http://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanaly..." - ] - }, - "execution_count": 29, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# make a seasonal mean\n", "seasonal_mean = ds.groupby(\"time.season\").mean()\n", @@ -5022,489 +781,10 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": null, "id": "725fb273", "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "
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<xarray.Dataset>\n",
-       "Dimensions:  (lat: 25, time: 24, lon: 53)\n",
-       "Coordinates:\n",
-       "  * lat      (lat) float32 75.0 72.5 70.0 67.5 65.0 ... 25.0 22.5 20.0 17.5 15.0\n",
-       "  * lon      (lon) float32 -160.0 -157.5 -155.0 -152.5 ... -35.0 -32.5 -30.0\n",
-       "  * time     (time) datetime64[ns] 2013-01-31 2013-02-28 ... 2014-12-31\n",
-       "Data variables:\n",
-       "    air      (time, lat, lon) float32 -28.68 -28.49 -28.48 ... 24.55 24.57 24.56\n",
-       "Attributes:\n",
-       "    Conventions:  COARDS\n",
-       "    title:        4x daily NMC reanalysis (1948)\n",
-       "    description:  Data is from NMC initialized reanalysis\\n(4x/day).  These a...\n",
-       "    platform:     Model\n",
-       "    references:   http://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanaly...
" - ], - "text/plain": [ - "\n", - "Dimensions: (lat: 25, time: 24, lon: 53)\n", - "Coordinates:\n", - " * lat (lat) float32 75.0 72.5 70.0 67.5 65.0 ... 25.0 22.5 20.0 17.5 15.0\n", - " * lon (lon) float32 -160.0 -157.5 -155.0 -152.5 ... -35.0 -32.5 -30.0\n", - " * time (time) datetime64[ns] 2013-01-31 2013-02-28 ... 2014-12-31\n", - "Data variables:\n", - " air (time, lat, lon) float32 -28.68 -28.49 -28.48 ... 24.55 24.57 24.56\n", - "Attributes:\n", - " Conventions: COARDS\n", - " title: 4x daily NMC reanalysis (1948)\n", - " description: Data is from NMC initialized reanalysis\\n(4x/day). These a...\n", - " platform: Model\n", - " references: http://www.esrl.noaa.gov/psd/data/gridded/data.ncep.reanaly..." - ] - }, - "execution_count": 30, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "# resample to monthly frequency\n", "ds.resample(time=\"M\").mean()" @@ -5512,36 +792,10 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": null, "id": "fe77f30d", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "" - ] - }, - "execution_count": 31, - "metadata": {}, - "output_type": "execute_result" - }, - { - "data": { - "image/png": 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- "text/plain": [ - "
" - ] - }, - "metadata": { - "image/png": { - "height": 278, - "width": 1182 - } - }, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ "# facet the seasonal_mean\n", "seasonal_mean.air.plot(col=\"season\")" @@ -5557,19 +811,10 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": null, "id": "60da43a6", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "8.04 ms ± 171 µs per loop (mean ± std. dev. of 7 runs, 100 loops each)\n", - "-rw-r--r--@ 1 marinedenolle staff 15M Oct 9 06:41 my-example-dataset.nc\n" - ] - } - ], + "outputs": [], "source": [ "# write to netCDF\n", "%timeit ds.to_netcdf(\"my-example-dataset.nc\")\n", @@ -5578,19 +823,10 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": null, "id": "4cbef219", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "77.2 ms ± 3.1 ms per loop (mean ± std. dev. of 7 runs, 10 loops each)\n", - " 11M\t./my-example-dataset.zarr\n" - ] - } - ], + "outputs": [], "source": [ "\n", "%timeit ds.to_zarr(store=\"./my-example-dataset.zarr\",mode=\"w\")\n", @@ -5602,7 +838,7 @@ "id": "c2f06647", "metadata": {}, "source": [ - "## 3. Pytorch Tensors\n", + "# 3. Pytorch Tensors\n", "\n", "This material is extracted from the Pytorch Package materials and from Dive into Deep Learning\n", "\n", @@ -5611,7 +847,7 @@ }, { "cell_type": "code", - "execution_count": 34, + "execution_count": null, "id": "e472e4bc", "metadata": {}, "outputs": [], @@ -5629,21 +865,10 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": null, "id": "9a9e3489", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([ 0., 1., 2., 3., 4., 5., 6., 7., 8., 9., 10., 11.])" - ] - }, - "execution_count": 35, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "x = torch.arange(12, dtype=torch.float32)\n", "x" @@ -5659,42 +884,20 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": null, "id": "4b6698bd", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "12" - ] - }, - "execution_count": 36, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "x.numel()" ] }, { "cell_type": "code", - "execution_count": 38, + "execution_count": null, "id": "8bc6c2e4", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "torch.Size([12])" - ] - }, - "execution_count": 38, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "x.shape" ] @@ -5709,42 +912,20 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": null, "id": "7f365f57", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "torch.Size([12, 1])" - ] - }, - "execution_count": 46, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "x.reshape(12,1).shape" ] }, { "cell_type": "code", - "execution_count": 45, + "execution_count": null, "id": "58e11e8e", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "torch.Size([3, 4])" - ] - }, - "execution_count": 45, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "x2=x.reshape(3,4)\n", "x2.shape" @@ -5760,7 +941,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": null, "id": "6dbdc945", "metadata": {}, "outputs": [], @@ -5778,23 +959,10 @@ }, { "cell_type": "code", - "execution_count": 48, + "execution_count": null, "id": "303e9be8", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([[0.1607, 1.5800, 3.5796, 1.8037],\n", - " [2.1309, 1.3308, 0.4190, 0.2721],\n", - " [2.6988, 1.0803, 2.5754, 0.4863]])" - ] - }, - "execution_count": 48, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "x3.exp()" ] @@ -5809,25 +977,10 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": null, "id": "b2a869da", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(tensor([ 3., 4., 6., 10.]),\n", - " tensor([-1., 0., 2., 6.]),\n", - " tensor([ 2., 4., 8., 16.]),\n", - " tensor([0.5000, 1.0000, 2.0000, 4.0000]),\n", - " tensor([ 1., 4., 16., 64.]))" - ] - }, - "execution_count": 49, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "x = torch.tensor([1.0, 2, 4, 8])\n", "y = torch.tensor([2, 2, 2, 2])\n", @@ -5844,7 +997,7 @@ }, { "cell_type": "code", - "execution_count": 50, + "execution_count": null, "id": "8a8ffe0d", "metadata": {}, "outputs": [], @@ -5854,21 +1007,10 @@ }, { "cell_type": "code", - "execution_count": 51, + "execution_count": null, "id": "83248d95", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "tensor([0.1085, 0.2169, 0.4339, 0.8677])" - ] - }, - "execution_count": 51, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], "source": [ "x" ] @@ -5883,19 +1025,10 @@ }, { "cell_type": "code", - "execution_count": 55, + "execution_count": null, "id": "3733a51f", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "\n" - ] - } - ], + "outputs": [], "source": [ "a=x.numpy()\n", "print(type(a))\n", @@ -5912,18 +1045,10 @@ }, { "cell_type": "code", - "execution_count": 58, + "execution_count": null, "id": "abb523b3", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "cpu\n" - ] - } - ], + "outputs": [], "source": [ "device = torch.device(\"cpu\")\n", "print(device)" @@ -5939,38 +1064,10 @@ }, { "cell_type": "code", - "execution_count": 56, + "execution_count": null, "id": "fb5dc0d3", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "99 15.53592586517334\n", - "199 13.548460006713867\n", - "299 12.149923324584961\n", - "399 11.165446281433105\n", - "499 10.472213745117188\n", - "599 9.983928680419922\n", - "699 9.639896392822266\n", - "799 9.397430419921875\n", - "899 9.226507186889648\n", - "999 9.105989456176758\n", - "1099 9.02099323272705\n", - "1199 8.96103286743164\n", - "1299 8.918729782104492\n", - "1399 8.888875961303711\n", - "1499 8.867805480957031\n", - "1599 8.852930068969727\n", - "1699 8.842428207397461\n", - "1799 8.83501148223877\n", - "1899 8.829774856567383\n", - "1999 8.826075553894043\n", - "Result: y = 0.0031247034203261137 + 0.8571687936782837 x + -0.0005390646401792765 x^2 + -0.09339126199483871 x^3\n" - ] - } - ], + "outputs": [], "source": [ "import torch\n", "import math\n", @@ -6034,7 +1131,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.9.18" + "version": "3.9.15" }, "vscode": { "interpreter": { diff --git a/book/Chapter2-DataManipulation/plot_test.png b/book/Chapter2-DataManipulation/plot_test.png index 378100ba3330ec3e7201a3a46b21d85633321217..9cee7385b9b6c8f25528da0a45fe6fe8b3c279ae 100644 GIT binary patch delta 45 zcmccD&vdV!X@Z-AnVyl3LPkkRL9vy-er{q(K~8>2PG*u`eo?x<#tVt0jcFC_0DV^w A{{R30 delta 45 zcmccD&vdV!X@Z-Ag`R2PG*u`eo?x<>BgOpz0|0?t B5xW2Y diff --git a/book/about_this_book/about_this_book.md b/book/about_this_book/about_this_book.md index 1878c26..5c032f6 100644 --- a/book/about_this_book/about_this_book.md +++ b/book/about_this_book/about_this_book.md @@ -72,4 +72,4 @@ To force-reset the repository from the main branch git reset --hard origin/main git pull -Make your own repository (MLGEO2022_UWNETID). Copy the environment.yml file and the tutorials into your own reposistory to run and modify them. \ No newline at end of file +Make your own repository (MLGEO2023_UWNETID). Copy the environment.yml file and the tutorials into your own reposistory to run and modify them. \ No newline at end of file diff --git a/book/about_this_book/acknowledgements.md b/book/about_this_book/acknowledgements.md index 2c6b0d2..d1888d4 100644 --- a/book/about_this_book/acknowledgements.md +++ b/book/about_this_book/acknowledgements.md @@ -13,4 +13,5 @@ The book tremendously benefited from other resources such as - [The Turing Way](https://the-turing-way.netlify.app/welcome){cite:p}`the_turing_way_community_2022_6909298` - [Software Carpentries](http://software-carpentry.org/lessons/) - [EarthDataScience](https://www.earthdatascience.org) course at CU Boulder: Lessons adapted from materials developed by Earth Lab -- The [geohackweek](https://geohackweek.github.io/) \ No newline at end of file +- The [geohackweek](https://geohackweek.github.io/) +- Some of the tutorials were aided by ChatGPT \ No newline at end of file