From 81d0669a8328856cb9dc4829b6c19ccac8b289fd Mon Sep 17 00:00:00 2001 From: Tatiana Acero Cuellar <cuellart@jupyterMiLAB> Date: Wed, 17 Feb 2021 18:56:30 -0500 Subject: [PATCH] preliminares tarea datos --- codigo/.gitignore | 81 +++ codigo/Meteoritos.ipynb | 1288 +++++++++++++++++++++++++++++++++++++++ 2 files changed, 1369 insertions(+) create mode 100644 codigo/.gitignore create mode 100644 codigo/Meteoritos.ipynb diff --git a/codigo/.gitignore b/codigo/.gitignore new file mode 100644 index 0000000..b05d08e --- /dev/null +++ b/codigo/.gitignore @@ -0,0 +1,81 @@ +# Created by https://www.toptal.com/developers/gitignore/api/jupyternotebooks,python,macos,git Edit at +# https://www.toptal.com/developers/gitignore?templates=jupyternotebooks,python,macos,git +### Git ### +# Created by git for backups. To disable backups in Git: $ git config --global mergetool.keepBackup false +*.orig +# Created by git when using merge tools for conflicts +*.BACKUP.* *.BASE.* *.LOCAL.* *.REMOTE.* *_BACKUP_*.txt *_BASE_*.txt *_LOCAL_*.txt *_REMOTE_*.txt +### JupyterNotebooks ### +# gitignore template for Jupyter Notebooks website: http://jupyter.org/ +.ipynb_checkpoints +# IPython +profile_default/ ipython_config.py +# Remove previous ipynb_checkpoints git rm -r .ipynb_checkpoints/ +### macOS ### +# General +.DS_Store .AppleDouble .LSOverride +# Icon must end with two \r +Icon +# Thumbnails +._* +# Files that might appear in the root of a volume +.DocumentRevisions-V100 .fseventsd .Spotlight-V100 .TemporaryItems .Trashes .VolumeIcon.icns +.com.apple.timemachine.donotpresent +# Directories potentially created on remote AFP share +.AppleDB .AppleDesktop Network Trash Folder Temporary Items .apdisk +### Python ### +# Byte-compiled / optimized / DLL files +__pycache__/ *.py[cod] *$py.class +# C extensions +*.so +# Distribution / packaging +.Python build/ develop-eggs/ dist/ downloads/ eggs/ .eggs/ lib/ lib64/ parts/ sdist/ var/ wheels/ +pip-wheel-metadata/ share/python-wheels/ *.egg-info/ .installed.cfg *.egg MANIFEST +# PyInstaller Usually these files are written by a python script from a template before PyInstaller builds the exe, +# so as to inject date/other infos into it. +*.manifest *.spec +# Installer logs +pip-log.txt pip-delete-this-directory.txt +# Unit test / coverage reports +htmlcov/ .tox/ .nox/ .coverage .coverage.* .cache nosetests.xml coverage.xml *.cover *.py,cover .hypothesis/ +.pytest_cache/ pytestdebug.log +# Translations +*.mo *.pot +# Django stuff: +*.log local_settings.py db.sqlite3 db.sqlite3-journal +# Flask stuff: +instance/ .webassets-cache +# Scrapy stuff: +.scrapy +# Sphinx documentation +docs/_build/ doc/_build/ +# PyBuilder +target/ +# Jupyter Notebook IPython pyenv +.python-version +# pipenv According to pypa/pipenv#598, it is recommended to include Pipfile.lock in version control. However, in +# case of collaboration, if having platform-specific dependencies or dependencies having no cross-platform +# support, pipenv may install dependencies that don't work, or not install all needed dependencies. +#Pipfile.lock PEP 582; used by e.g. github.com/David-OConnor/pyflow +__pypackages__/ +# Celery stuff +celerybeat-schedule celerybeat.pid +# SageMath parsed files +*.sage.py +# Environments +.env .venv env/ venv/ ENV/ env.bak/ venv.bak/ pythonenv* +# Spyder project settings +.spyderproject .spyproject +# Rope project settings +.ropeproject +# mkdocs documentation +/site +# mypy +.mypy_cache/ .dmypy.json dmypy.json +# Pyre type checker +.pyre/ +# pytype static type analyzer +.pytype/ +# profiling data +.prof +# End of https://www.toptal.com/developers/gitignore/api/jupyternotebooks,python,macos,git diff --git a/codigo/Meteoritos.ipynb b/codigo/Meteoritos.ipynb new file mode 100644 index 0000000..cd19e74 --- /dev/null +++ b/codigo/Meteoritos.ipynb @@ -0,0 +1,1288 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 2, + "metadata": {}, + "outputs": [], + "source": [ + "%matplotlib inline\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import os\n", + "os.environ[\"PROJ_LIB\"] = \"C:\\\\Utilities\\\\Python\\\\Anaconda\\\\Library\\\\share\"; #fixr\n", + "from mpl_toolkits.basemap import Basemap" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "data_met = pd.read_csv('../data-used/meteorite-landings.csv')" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<div>\n", + "<style scoped>\n", + " .dataframe tbody tr th:only-of-type {\n", + " vertical-align: middle;\n", + " }\n", + "\n", + " .dataframe tbody tr th {\n", + " vertical-align: top;\n", + " }\n", + "\n", + " .dataframe thead th {\n", + " text-align: right;\n", + " }\n", + "</style>\n", + "<table border=\"1\" class=\"dataframe\">\n", + " <thead>\n", + " <tr style=\"text-align: right;\">\n", + " <th></th>\n", + " <th>name</th>\n", + " <th>id</th>\n", + " <th>nametype</th>\n", + " <th>recclass</th>\n", + " <th>mass</th>\n", + " <th>fall</th>\n", + " <th>year</th>\n", + " <th>reclat</th>\n", + " <th>reclong</th>\n", + " <th>GeoLocation</th>\n", + " </tr>\n", + " </thead>\n", + " <tbody>\n", + " <tr>\n", + " <th>0</th>\n", + " <td>Aachen</td>\n", + " <td>1</td>\n", + " <td>Valid</td>\n", + " <td>L5</td>\n", + " <td>21.0</td>\n", + " <td>Fell</td>\n", + " <td>1880.0</td>\n", + " <td>50.77500</td>\n", + " <td>6.08333</td>\n", + " <td>(50.775000, 6.083330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>1</th>\n", + " <td>Aarhus</td>\n", + " <td>2</td>\n", + " <td>Valid</td>\n", + " <td>H6</td>\n", + " <td>720.0</td>\n", + " <td>Fell</td>\n", + " <td>1951.0</td>\n", + " <td>56.18333</td>\n", + " <td>10.23333</td>\n", + " <td>(56.183330, 10.233330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>2</th>\n", + " <td>Abee</td>\n", + " <td>6</td>\n", + " <td>Valid</td>\n", + " <td>EH4</td>\n", + " <td>107000.0</td>\n", + " <td>Fell</td>\n", + " <td>1952.0</td>\n", + " <td>54.21667</td>\n", + " <td>-113.00000</td>\n", + " <td>(54.216670, -113.000000)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>3</th>\n", + " <td>Acapulco</td>\n", + " <td>10</td>\n", + " <td>Valid</td>\n", + " <td>Acapulcoite</td>\n", + " <td>1914.0</td>\n", + " <td>Fell</td>\n", + " <td>1976.0</td>\n", + " <td>16.88333</td>\n", + " <td>-99.90000</td>\n", + " <td>(16.883330, -99.900000)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>4</th>\n", + " <td>Achiras</td>\n", + " <td>370</td>\n", + " <td>Valid</td>\n", + " <td>L6</td>\n", + " <td>780.0</td>\n", + " <td>Fell</td>\n", + " <td>1902.0</td>\n", + " <td>-33.16667</td>\n", + " <td>-64.95000</td>\n", + " <td>(-33.166670, -64.950000)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>...</th>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " </tr>\n", + " <tr>\n", + " <th>45711</th>\n", + " <td>Zillah 002</td>\n", + " <td>31356</td>\n", + " <td>Valid</td>\n", + " <td>Eucrite</td>\n", + " <td>172.0</td>\n", + " <td>Found</td>\n", + " <td>1990.0</td>\n", + " <td>29.03700</td>\n", + " <td>17.01850</td>\n", + " <td>(29.037000, 17.018500)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>45712</th>\n", + " <td>Zinder</td>\n", + " <td>30409</td>\n", + " <td>Valid</td>\n", + " <td>Pallasite, ungrouped</td>\n", + " <td>46.0</td>\n", + " <td>Found</td>\n", + " <td>1999.0</td>\n", + " <td>13.78333</td>\n", + " <td>8.96667</td>\n", + " <td>(13.783330, 8.966670)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>45713</th>\n", + " <td>Zlin</td>\n", + " <td>30410</td>\n", + " <td>Valid</td>\n", + " <td>H4</td>\n", + " <td>3.3</td>\n", + " <td>Found</td>\n", + " <td>1939.0</td>\n", + " <td>49.25000</td>\n", + " <td>17.66667</td>\n", + " <td>(49.250000, 17.666670)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>45714</th>\n", + " <td>Zubkovsky</td>\n", + " <td>31357</td>\n", + " <td>Valid</td>\n", + " <td>L6</td>\n", + " <td>2167.0</td>\n", + " <td>Found</td>\n", + " <td>2003.0</td>\n", + " <td>49.78917</td>\n", + " <td>41.50460</td>\n", + " <td>(49.789170, 41.504600)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>45715</th>\n", + " <td>Zulu Queen</td>\n", + " <td>30414</td>\n", + " <td>Valid</td>\n", + " <td>L3.7</td>\n", + " <td>200.0</td>\n", + " <td>Found</td>\n", + " <td>1976.0</td>\n", + " <td>33.98333</td>\n", + " <td>-115.68333</td>\n", + " <td>(33.983330, -115.683330)</td>\n", + " </tr>\n", + " </tbody>\n", + "</table>\n", + "<p>45716 rows × 10 columns</p>\n", + "</div>" + ], + "text/plain": [ + " name id nametype recclass mass fall \\\n", + "0 Aachen 1 Valid L5 21.0 Fell \n", + "1 Aarhus 2 Valid H6 720.0 Fell \n", + "2 Abee 6 Valid EH4 107000.0 Fell \n", + "3 Acapulco 10 Valid Acapulcoite 1914.0 Fell \n", + "4 Achiras 370 Valid L6 780.0 Fell \n", + "... ... ... ... ... ... ... \n", + "45711 Zillah 002 31356 Valid Eucrite 172.0 Found \n", + "45712 Zinder 30409 Valid Pallasite, ungrouped 46.0 Found \n", + "45713 Zlin 30410 Valid H4 3.3 Found \n", + "45714 Zubkovsky 31357 Valid L6 2167.0 Found \n", + "45715 Zulu Queen 30414 Valid L3.7 200.0 Found \n", + "\n", + " year reclat reclong GeoLocation \n", + "0 1880.0 50.77500 6.08333 (50.775000, 6.083330) \n", + "1 1951.0 56.18333 10.23333 (56.183330, 10.233330) \n", + "2 1952.0 54.21667 -113.00000 (54.216670, -113.000000) \n", + "3 1976.0 16.88333 -99.90000 (16.883330, -99.900000) \n", + "4 1902.0 -33.16667 -64.95000 (-33.166670, -64.950000) \n", + "... ... ... ... ... \n", + "45711 1990.0 29.03700 17.01850 (29.037000, 17.018500) \n", + "45712 1999.0 13.78333 8.96667 (13.783330, 8.966670) \n", + "45713 1939.0 49.25000 17.66667 (49.250000, 17.666670) \n", + "45714 2003.0 49.78917 41.50460 (49.789170, 41.504600) \n", + "45715 1976.0 33.98333 -115.68333 (33.983330, -115.683330) \n", + "\n", + "[45716 rows x 10 columns]" + ] + }, + "execution_count": 6, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_met" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "De acuerdo a la información dada arriba, es necesario filtrar la información por fechas.\n", + "Datos antes de 860 y después del 2016 y los datos donde tanto la latitud como la longitud sean cero son datos incorrectos" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<div>\n", + "<style scoped>\n", + " .dataframe tbody tr th:only-of-type {\n", + " vertical-align: middle;\n", + " }\n", + "\n", + " .dataframe tbody tr th {\n", + " vertical-align: top;\n", + " }\n", + "\n", + " .dataframe thead th {\n", + " text-align: right;\n", + " }\n", + "</style>\n", + "<table border=\"1\" class=\"dataframe\">\n", + " <thead>\n", + " <tr style=\"text-align: right;\">\n", + " <th></th>\n", + " <th>name</th>\n", + " <th>id</th>\n", + " <th>nametype</th>\n", + " <th>recclass</th>\n", + " <th>mass</th>\n", + " <th>fall</th>\n", + " <th>year</th>\n", + " <th>reclat</th>\n", + " <th>reclong</th>\n", + " <th>GeoLocation</th>\n", + " </tr>\n", + " </thead>\n", + " <tbody>\n", + " <tr>\n", + " <th>700</th>\n", + " <td>Nogata</td>\n", + " <td>16988</td>\n", + " <td>Valid</td>\n", + " <td>L6</td>\n", + " <td>472.0</td>\n", + " <td>Fell</td>\n", + " <td>860.0</td>\n", + " <td>33.72500</td>\n", + " <td>130.75000</td>\n", + " <td>(33.725000, 130.750000)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>675</th>\n", + " <td>Narni</td>\n", + " <td>16914</td>\n", + " <td>Valid</td>\n", + " <td>Stone-uncl</td>\n", + " <td>NaN</td>\n", + " <td>Fell</td>\n", + " <td>920.0</td>\n", + " <td>42.51667</td>\n", + " <td>12.51667</td>\n", + " <td>(42.516670, 12.516670)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>277</th>\n", + " <td>Elbogen</td>\n", + " <td>7823</td>\n", + " <td>Valid</td>\n", + " <td>Iron, IID</td>\n", + " <td>107000.0</td>\n", + " <td>Fell</td>\n", + " <td>1399.0</td>\n", + " <td>50.18333</td>\n", + " <td>12.73333</td>\n", + " <td>(50.183330, 12.733330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>849</th>\n", + " <td>Rivolta de Bassi</td>\n", + " <td>22614</td>\n", + " <td>Valid</td>\n", + " <td>Stone-uncl</td>\n", + " <td>103.3</td>\n", + " <td>Fell</td>\n", + " <td>1490.0</td>\n", + " <td>45.48333</td>\n", + " <td>9.51667</td>\n", + " <td>(45.483330, 9.516670)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>282</th>\n", + " <td>Ensisheim</td>\n", + " <td>10039</td>\n", + " <td>Valid</td>\n", + " <td>LL6</td>\n", + " <td>127000.0</td>\n", + " <td>Fell</td>\n", + " <td>1491.0</td>\n", + " <td>47.86667</td>\n", + " <td>7.35000</td>\n", + " <td>(47.866670, 7.350000)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>...</th>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " <td>...</td>\n", + " </tr>\n", + " <tr>\n", + " <th>16366</th>\n", + " <td>Johannesburg</td>\n", + " <td>55765</td>\n", + " <td>Valid</td>\n", + " <td>H4</td>\n", + " <td>63.0</td>\n", + " <td>Found</td>\n", + " <td>2012.0</td>\n", + " <td>35.37788</td>\n", + " <td>-117.63728</td>\n", + " <td>(35.377880, -117.637280)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>16492</th>\n", + " <td>Ksar Ghilane 010</td>\n", + " <td>55605</td>\n", + " <td>Valid</td>\n", + " <td>L5</td>\n", + " <td>50.1</td>\n", + " <td>Found</td>\n", + " <td>2012.0</td>\n", + " <td>32.80600</td>\n", + " <td>9.83300</td>\n", + " <td>(32.806000, 9.833000)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>16360</th>\n", + " <td>Jiddat al Harasis 799</td>\n", + " <td>57428</td>\n", + " <td>Valid</td>\n", + " <td>LL6</td>\n", + " <td>212.0</td>\n", + " <td>Found</td>\n", + " <td>2012.0</td>\n", + " <td>19.77278</td>\n", + " <td>56.38982</td>\n", + " <td>(19.772780, 56.389820)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>20589</th>\n", + " <td>Los Vientos 028</td>\n", + " <td>57338</td>\n", + " <td>Valid</td>\n", + " <td>H~5</td>\n", + " <td>12110.0</td>\n", + " <td>Found</td>\n", + " <td>2012.0</td>\n", + " <td>-24.68333</td>\n", + " <td>-69.76667</td>\n", + " <td>(-24.683330, -69.766670)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>193</th>\n", + " <td>Chelyabinsk</td>\n", + " <td>57165</td>\n", + " <td>Valid</td>\n", + " <td>LL5</td>\n", + " <td>100000.0</td>\n", + " <td>Fell</td>\n", + " <td>2013.0</td>\n", + " <td>54.81667</td>\n", + " <td>61.11667</td>\n", + " <td>(54.816670, 61.116670)</td>\n", + " </tr>\n", + " </tbody>\n", + "</table>\n", + "<p>39015 rows × 10 columns</p>\n", + "</div>" + ], + "text/plain": [ + " name id nametype recclass mass fall \\\n", + "700 Nogata 16988 Valid L6 472.0 Fell \n", + "675 Narni 16914 Valid Stone-uncl NaN Fell \n", + "277 Elbogen 7823 Valid Iron, IID 107000.0 Fell \n", + "849 Rivolta de Bassi 22614 Valid Stone-uncl 103.3 Fell \n", + "282 Ensisheim 10039 Valid LL6 127000.0 Fell \n", + "... ... ... ... ... ... ... \n", + "16366 Johannesburg 55765 Valid H4 63.0 Found \n", + "16492 Ksar Ghilane 010 55605 Valid L5 50.1 Found \n", + "16360 Jiddat al Harasis 799 57428 Valid LL6 212.0 Found \n", + "20589 Los Vientos 028 57338 Valid H~5 12110.0 Found \n", + "193 Chelyabinsk 57165 Valid LL5 100000.0 Fell \n", + "\n", + " year reclat reclong GeoLocation \n", + "700 860.0 33.72500 130.75000 (33.725000, 130.750000) \n", + "675 920.0 42.51667 12.51667 (42.516670, 12.516670) \n", + "277 1399.0 50.18333 12.73333 (50.183330, 12.733330) \n", + "849 1490.0 45.48333 9.51667 (45.483330, 9.516670) \n", + "282 1491.0 47.86667 7.35000 (47.866670, 7.350000) \n", + "... ... ... ... ... \n", + "16366 2012.0 35.37788 -117.63728 (35.377880, -117.637280) \n", + "16492 2012.0 32.80600 9.83300 (32.806000, 9.833000) \n", + "16360 2012.0 19.77278 56.38982 (19.772780, 56.389820) \n", + "20589 2012.0 -24.68333 -69.76667 (-24.683330, -69.766670) \n", + "193 2013.0 54.81667 61.11667 (54.816670, 61.116670) \n", + "\n", + "[39015 rows x 10 columns]" + ] + }, + "execution_count": 7, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_met = data_met[(data_met['year'] <= 2016) & (data_met['year'] >= 860)]\n", + "data_met = data_met[(data_met['reclong'] != 0) & (data_met['reclat'] != 0)]\n", + "data_met = data_met.reset_index(drop=True)\n", + "data_met.sort_values(by = ['year'])" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "<class 'pandas.core.frame.DataFrame'>\n", + "RangeIndex: 39015 entries, 0 to 39014\n", + "Data columns (total 10 columns):\n", + " # Column Non-Null Count Dtype \n", + "--- ------ -------------- ----- \n", + " 0 name 39015 non-null object \n", + " 1 id 39015 non-null int64 \n", + " 2 nametype 39015 non-null object \n", + " 3 recclass 39015 non-null object \n", + " 4 mass 38900 non-null float64\n", + " 5 fall 39015 non-null object \n", + " 6 year 39015 non-null float64\n", + " 7 reclat 31813 non-null float64\n", + " 8 reclong 31813 non-null float64\n", + " 9 GeoLocation 31813 non-null object \n", + "dtypes: float64(4), int64(1), object(5)\n", + "memory usage: 3.0+ MB\n" + ] + } + ], + "source": [ + "data_met.info()" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Meteoritos intactos (Valid): 38941\n", + "Meteoritos degradados por el clima (Relict): 74\n" + ] + } + ], + "source": [ + "counts_nametype = np.unique(data_met['nametype'], return_counts=True)\n", + "print('Meteoritos intactos ({}): {}'.format(counts_nametype[0][1],counts_nametype[1][1] ))\n", + "print('Meteoritos degradados por el clima ({}): {}'.format(counts_nametype[0][0],counts_nametype[1][0] ))" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Meteoritos encontrados en tierra (Found): 37910\n", + "Meteoritos vistos caer (Fell): 1105\n" + ] + } + ], + "source": [ + "counts_fall = np.unique(data_met['fall'], return_counts=True)\n", + "print('Meteoritos encontrados en tierra ({}): {}'.format(counts_fall[0][1],counts_fall[1][1]))\n", + "print('Meteoritos vistos caer ({}): {}'.format(counts_fall[0][0],counts_fall[1][0]))" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Meteoritos en el hemisferio norte: 8409\n", + "Meteoritos en el hemisferio sur: 23404\n" + ] + } + ], + "source": [ + "HN = len(data_met[data_met['reclat'] > 0]['reclat'].to_numpy())\n", + "print('Meteoritos en el hemisferio norte: {}'.format(HN))\n", + "HS = len(data_met[data_met['reclat'] <= 0]['reclat'].to_numpy())\n", + "print('Meteoritos en el hemisferio sur: {}'.format(HS))" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Meteoritos en el este: 27789\n", + "Meteoritos en el oeste: 4024\n" + ] + } + ], + "source": [ + "HE = len(data_met[data_met['reclong'] > 0]['reclong'].to_numpy())\n", + "print('Meteoritos en el este: {}'.format(HE))\n", + "HO = len(data_met[data_met['reclong'] <= 0]['reclong'].to_numpy())\n", + "print('Meteoritos en el oeste: {}'.format(HO))" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<div>\n", + "<style scoped>\n", + " .dataframe tbody tr th:only-of-type {\n", + " vertical-align: middle;\n", + " }\n", + "\n", + " .dataframe tbody tr th {\n", + " vertical-align: top;\n", + " }\n", + "\n", + " .dataframe thead th {\n", + " text-align: right;\n", + " }\n", + "</style>\n", + "<table border=\"1\" class=\"dataframe\">\n", + " <thead>\n", + " <tr style=\"text-align: right;\">\n", + " <th></th>\n", + " <th>name</th>\n", + " <th>id</th>\n", + " <th>nametype</th>\n", + " <th>recclass</th>\n", + " <th>mass</th>\n", + " <th>fall</th>\n", + " <th>year</th>\n", + " <th>reclat</th>\n", + " <th>reclong</th>\n", + " <th>GeoLocation</th>\n", + " </tr>\n", + " </thead>\n", + " <tbody>\n", + " <tr>\n", + " <th>15582</th>\n", + " <td>Hoba</td>\n", + " <td>11890</td>\n", + " <td>Valid</td>\n", + " <td>Iron, IVB</td>\n", + " <td>60000000.0</td>\n", + " <td>Found</td>\n", + " <td>1920.0</td>\n", + " <td>-19.58333</td>\n", + " <td>17.91667</td>\n", + " <td>(-19.583330, 17.916670)</td>\n", + " </tr>\n", + " </tbody>\n", + "</table>\n", + "</div>" + ], + "text/plain": [ + " name id nametype recclass mass fall year reclat \\\n", + "15582 Hoba 11890 Valid Iron, IVB 60000000.0 Found 1920.0 -19.58333 \n", + "\n", + " reclong GeoLocation \n", + "15582 17.91667 (-19.583330, 17.916670) " + ] + }, + "execution_count": 13, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_met[data_met['mass'] == data_met['mass'].max()]" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "<div>\n", + "<style scoped>\n", + " .dataframe tbody tr th:only-of-type {\n", + " vertical-align: middle;\n", + " }\n", + "\n", + " .dataframe tbody tr th {\n", + " vertical-align: top;\n", + " }\n", + "\n", + " .dataframe thead th {\n", + " text-align: right;\n", + " }\n", + "</style>\n", + "<table border=\"1\" class=\"dataframe\">\n", + " <thead>\n", + " <tr style=\"text-align: right;\">\n", + " <th></th>\n", + " <th>name</th>\n", + " <th>id</th>\n", + " <th>nametype</th>\n", + " <th>recclass</th>\n", + " <th>mass</th>\n", + " <th>fall</th>\n", + " <th>year</th>\n", + " <th>reclat</th>\n", + " <th>reclong</th>\n", + " <th>GeoLocation</th>\n", + " </tr>\n", + " </thead>\n", + " <tbody>\n", + " <tr>\n", + " <th>11851</th>\n", + " <td>Gove</td>\n", + " <td>52859</td>\n", + " <td>Relict</td>\n", + " <td>Relict iron</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>1979.0</td>\n", + " <td>-12.26333</td>\n", + " <td>136.83833</td>\n", + " <td>(-12.263330, 136.838330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26400</th>\n", + " <td>Österplana 048</td>\n", + " <td>56147</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2004.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26401</th>\n", + " <td>Österplana 049</td>\n", + " <td>56148</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2012.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26402</th>\n", + " <td>Österplana 050</td>\n", + " <td>56149</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2003.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26403</th>\n", + " <td>Österplana 051</td>\n", + " <td>56150</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2006.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26404</th>\n", + " <td>Österplana 052</td>\n", + " <td>56151</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2006.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26405</th>\n", + " <td>Österplana 053</td>\n", + " <td>56152</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2002.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26406</th>\n", + " <td>Österplana 054</td>\n", + " <td>56153</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2005.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26407</th>\n", + " <td>Österplana 055</td>\n", + " <td>56154</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2008.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26408</th>\n", + " <td>Österplana 056</td>\n", + " <td>56155</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2008.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26409</th>\n", + " <td>Österplana 057</td>\n", + " <td>56156</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2009.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26410</th>\n", + " <td>Österplana 058</td>\n", + " <td>56157</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2009.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26411</th>\n", + " <td>Österplana 059</td>\n", + " <td>56158</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2009.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26412</th>\n", + " <td>Österplana 060</td>\n", + " <td>56159</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2009.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26413</th>\n", + " <td>Österplana 061</td>\n", + " <td>56160</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2009.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26414</th>\n", + " <td>Österplana 062</td>\n", + " <td>56161</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2010.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26415</th>\n", + " <td>Österplana 063</td>\n", + " <td>56162</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2010.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " <tr>\n", + " <th>26416</th>\n", + " <td>Österplana 064</td>\n", + " <td>56163</td>\n", + " <td>Relict</td>\n", + " <td>Relict OC</td>\n", + " <td>0.0</td>\n", + " <td>Found</td>\n", + " <td>2011.0</td>\n", + " <td>58.58333</td>\n", + " <td>13.43333</td>\n", + " <td>(58.583330, 13.433330)</td>\n", + " </tr>\n", + " </tbody>\n", + "</table>\n", + "</div>" + ], + "text/plain": [ + " name id nametype recclass mass fall year \\\n", + "11851 Gove 52859 Relict Relict iron 0.0 Found 1979.0 \n", + "26400 Österplana 048 56147 Relict Relict OC 0.0 Found 2004.0 \n", + "26401 Österplana 049 56148 Relict Relict OC 0.0 Found 2012.0 \n", + "26402 Österplana 050 56149 Relict Relict OC 0.0 Found 2003.0 \n", + "26403 Österplana 051 56150 Relict Relict OC 0.0 Found 2006.0 \n", + "26404 Österplana 052 56151 Relict Relict OC 0.0 Found 2006.0 \n", + "26405 Österplana 053 56152 Relict Relict OC 0.0 Found 2002.0 \n", + "26406 Österplana 054 56153 Relict Relict OC 0.0 Found 2005.0 \n", + "26407 Österplana 055 56154 Relict Relict OC 0.0 Found 2008.0 \n", + "26408 Österplana 056 56155 Relict Relict OC 0.0 Found 2008.0 \n", + "26409 Österplana 057 56156 Relict Relict OC 0.0 Found 2009.0 \n", + "26410 Österplana 058 56157 Relict Relict OC 0.0 Found 2009.0 \n", + "26411 Österplana 059 56158 Relict Relict OC 0.0 Found 2009.0 \n", + "26412 Österplana 060 56159 Relict Relict OC 0.0 Found 2009.0 \n", + "26413 Österplana 061 56160 Relict Relict OC 0.0 Found 2009.0 \n", + "26414 Österplana 062 56161 Relict Relict OC 0.0 Found 2010.0 \n", + "26415 Österplana 063 56162 Relict Relict OC 0.0 Found 2010.0 \n", + "26416 Österplana 064 56163 Relict Relict OC 0.0 Found 2011.0 \n", + "\n", + " reclat reclong GeoLocation \n", + "11851 -12.26333 136.83833 (-12.263330, 136.838330) \n", + "26400 58.58333 13.43333 (58.583330, 13.433330) \n", + "26401 58.58333 13.43333 (58.583330, 13.433330) \n", + "26402 58.58333 13.43333 (58.583330, 13.433330) \n", + "26403 58.58333 13.43333 (58.583330, 13.433330) \n", + "26404 58.58333 13.43333 (58.583330, 13.433330) \n", + "26405 58.58333 13.43333 (58.583330, 13.433330) \n", + "26406 58.58333 13.43333 (58.583330, 13.433330) \n", + "26407 58.58333 13.43333 (58.583330, 13.433330) \n", + "26408 58.58333 13.43333 (58.583330, 13.433330) \n", + "26409 58.58333 13.43333 (58.583330, 13.433330) \n", + "26410 58.58333 13.43333 (58.583330, 13.433330) \n", + "26411 58.58333 13.43333 (58.583330, 13.433330) \n", + "26412 58.58333 13.43333 (58.583330, 13.433330) \n", + "26413 58.58333 13.43333 (58.583330, 13.433330) \n", + "26414 58.58333 13.43333 (58.583330, 13.433330) \n", + "26415 58.58333 13.43333 (58.583330, 13.433330) \n", + "26416 58.58333 13.43333 (58.583330, 13.433330) " + ] + }, + "execution_count": 14, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "data_met[data_met['mass'] == data_met['mass'].min()]" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## Por años" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "data_test= data_met.copy()\n", + "data_test['strikebins'] = pd.cut(data_test['year'], bins=100)" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "#data_test_count = data_test.groupby(['strikebins'])\n", + "data_test_count = data_test.groupby(['strikebins']).size().reset_index(name='counts')\n", + "data_test_count = data_test_count[data_test_count['counts']!=0]\n", + "#data_test_count" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 1080x576 with 1 Axes>" + ] + }, + "metadata": { + "needs_background": "light" + }, + "output_type": "display_data" + } + ], + "source": [ + "ax = data_test_count.plot.bar(x='strikebins', y='counts', figsize=[15,8])\n", + "ax.tick_params(axis='x', labelrotation=-90)\n", + "ax.set_xlabel('Años', fontsize=15)\n", + "ax.set_ylabel('Meteoritos en esos años', fontsize=15)\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.legend.Legend at 0x7f1c3d629f10>" + ] + }, + "execution_count": 18, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 1080x576 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(15, 8), edgecolor='w')\n", + "mapa = Basemap(projection='cyl')\n", + "mapa.drawmapboundary(fill_color='w')\n", + "mapa.drawcoastlines(linewidth=0.5)\n", + "\n", + "xv, yv = mapa(data_met[data_met['nametype'] == 'Valid']['reclong'],\n", + " data_met[data_met['nametype'] == 'Valid']['reclat'])\n", + "xr, yr = mapa(data_met[data_met['nametype'] == 'Relict']['reclong'],\n", + " data_met[data_met['nametype'] == 'Relict']['reclat'])\n", + "\n", + "\n", + "mapa.scatter(xv, yv, marker='.',alpha=0.25,c='green',edgecolor='None', label = 'Intactos')\n", + "mapa.scatter(xr, yr, marker='.',c='red',s=50,edgecolor='None', label = 'Degradados')\n", + "plt.legend()" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "<matplotlib.legend.Legend at 0x7f1c3d61a8d0>" + ] + }, + "execution_count": 19, + "metadata": {}, + "output_type": "execute_result" + }, + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 1080x576 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(15, 8), edgecolor='w')\n", + "mapa = Basemap(projection='cyl')\n", + "mapa.drawmapboundary(fill_color='w')\n", + "mapa.drawcoastlines(linewidth=0.5)\n", + "\n", + "xv, yv = mapa(data_met[data_met['fall'] == 'Fell']['reclong'],data_met[data_met['fall'] == 'Fell']['reclat'])\n", + "xr, yr = mapa(data_met[data_met['fall'] == 'Found']['reclong'],data_met[data_met['fall'] == 'Found']['reclat'])\n", + "\n", + "\n", + "mapa.scatter(xv, yv, marker='.',alpha=0.25,c='green',edgecolor='None', label = 'Vistos caer')\n", + "mapa.scatter(xr, yr, marker='.',alpha=0.25,c='red',edgecolor='None', label = 'Encontrados')\n", + "plt.legend()\n" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 1080x576 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(15, 8), edgecolor='w')\n", + "mapa = Basemap(projection='cyl',llcrnrlat=30.0,urcrnrlat=46.0,llcrnrlon=128,urcrnrlon=150.0,resolution='i')\n", + "mapa.drawmapboundary(fill_color='w')\n", + "mapa.drawcoastlines(linewidth=0.6)\n", + "mapa.drawcountries()\n", + "\n", + "xv, yv = mapa(data_met[data_met['nametype'] == 'Valid']['reclong'],\n", + " data_met[data_met['nametype'] == 'Valid']['reclat'])\n", + "xr, yr = mapa(data_met[data_met['nametype'] == 'Relict']['reclong'],\n", + " data_met[data_met['nametype'] == 'Relict']['reclat'])\n", + "\n", + "\n", + "mapa.scatter(xv, yv, marker='.',c='green',edgecolor='None', label = 'Intactos')\n", + "mapa.scatter(xr, yr, marker='.',c='red',s=50,edgecolor='None', label = 'Degradados')\n", + "plt.legend(loc='lower right')\n", + "plt.title('Japón')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 1080x576 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(15, 8), edgecolor='w')\n", + "mapa = Basemap(projection='cyl',llcrnrlat=23.0,urcrnrlat=56.0,llcrnrlon=-126,urcrnrlon=-65.0,resolution='i')\n", + "mapa.drawmapboundary(fill_color='w')\n", + "mapa.drawcoastlines(linewidth=0.6)\n", + "mapa.drawcountries()\n", + "\n", + "# xv, yv = mapa(data_met[data_met['nametype'] == 'Valid']['reclong'],\n", + "# data_met[data_met['nametype'] == 'Valid']['reclat'])\n", + "# xr, yr = mapa(data_met[data_met['nametype'] == 'Relict']['reclong'],\n", + "# data_met[data_met['nametype'] == 'Relict']['reclat'])\n", + "\n", + "xv, yv = mapa(data_met[data_met['fall'] == 'Fell']['reclong'],data_met[data_met['fall'] == 'Fell']['reclat'])\n", + "xr, yr = mapa(data_met[data_met['fall'] == 'Found']['reclong'],data_met[data_met['fall'] == 'Found']['reclat'])\n", + "\n", + "\n", + "mapa.scatter(xv, yv, marker='.',c='green',edgecolor='None', label = 'Vistos caer')\n", + "mapa.scatter(xr, yr, marker='.',c='orange',edgecolor='None', label = 'Encontrados')\n", + "plt.legend(loc='lower right')\n", + "plt.title('Estados Unidos')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "image/png": "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\n", + "text/plain": [ + "<Figure size 1080x576 with 1 Axes>" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = plt.figure(figsize=(15, 8), edgecolor='w')\n", + "mapa = Basemap(projection='cyl',llcrnrlat=-6.0,urcrnrlat=13.0,llcrnrlon=-80,urcrnrlon=-65.0,resolution='i')\n", + "mapa.drawmapboundary(fill_color='w')\n", + "mapa.drawcoastlines(linewidth=0.6)\n", + "mapa.drawcountries()\n", + "\n", + "# xv, yv = mapa(data_met[data_met['nametype'] == 'Valid']['reclong'],\n", + "# data_met[data_met['nametype'] == 'Valid']['reclat'])\n", + "# xr, yr = mapa(data_met[data_met['nametype'] == 'Relict']['reclong'],\n", + "# data_met[data_met['nametype'] == 'Relict']['reclat'])\n", + "\n", + "xv, yv = mapa(data_met[data_met['fall'] == 'Fell']['reclong'],data_met[data_met['fall'] == 'Fell']['reclat'])\n", + "xr, yr = mapa(data_met[data_met['fall'] == 'Found']['reclong'],data_met[data_met['fall'] == 'Found']['reclat'])\n", + "\n", + "\n", + "mapa.scatter(xv, yv, marker='.',c='green',edgecolor='None', label = 'Vistos caer')\n", + "mapa.scatter(xr, yr, marker='.',c='orange',edgecolor='None', label = 'Encontrados')\n", + "plt.legend(loc='lower right')\n", + "plt.title('Colombia')\n", + "plt.show()" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "basemap", + "language": "python", + "name": "basemap" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.7.9" + } + }, + "nbformat": 4, + "nbformat_minor": 4 +} -- GitLab