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"cells": [
{
"cell_type": "code",
"execution_count": 1,
"id": "fed833c7",
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd \n",
"import numpy as np"
]
},
{
"cell_type": "code",
"execution_count": 2,
"id": "e5605712",
"metadata": {},
"outputs": [
{
"data": {
"text/html": [
"<div>\n",
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" vertical-align: middle;\n",
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" <thead>\n",
" <tr style=\"text-align: right;\">\n",
" <th></th>\n",
" <th>id</th>\n",
" <th>open_date</th>\n",
" <th>name</th>\n",
" <th>location</th>\n",
" <th>lat</th>\n",
" <th>lon</th>\n",
" <th>threat</th>\n",
" <th>tags</th>\n",
" <th>commodity</th>\n",
" <th>measure_skim</th>\n",
" <th>measure_shore</th>\n",
" <th>measure_bio</th>\n",
" <th>measure_disperse</th>\n",
" <th>measure_burn</th>\n",
" <th>max_ptl_release_gallons</th>\n",
" <th>posts</th>\n",
" <th>description</th>\n",
" </tr>\n",
" </thead>\n",
" <tbody>\n",
" <tr>\n",
" <th>0</th>\n",
" <td>10431</td>\n",
" <td>2022-03-21</td>\n",
" <td>Tug Vessel Loses Power, Grounds, and Leaks Die...</td>\n",
" <td>Neva Strait, Sitka, AK</td>\n",
" <td>57.270000</td>\n",
" <td>-135.593330</td>\n",
" <td>Oil</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" <td>At approximately 0400 on 21-Mar02922, the tug ...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>1</th>\n",
" <td>10430</td>\n",
" <td>2022-03-17</td>\n",
" <td>Compromised Fuel Transfer Pipe Spills Oil into...</td>\n",
" <td>Oswego, NY</td>\n",
" <td>43.459410</td>\n",
" <td>-76.531650</td>\n",
" <td>Oil</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" <td>On March 17, 2022, NOAA ERD was notified by Mi...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>2</th>\n",
" <td>10429</td>\n",
" <td>2022-03-16</td>\n",
" <td>Floating Humpback Whale Carcass off of Carolin...</td>\n",
" <td>Carolina Beach, NC, USA</td>\n",
" <td>34.031323</td>\n",
" <td>-77.830343</td>\n",
" <td>Other</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" <td>On March 16, 2022, the Gulf of Mexico Marine M...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>3</th>\n",
" <td>10428</td>\n",
" <td>2022-03-15</td>\n",
" <td>Containership Grounded off Gibson Island in Ch...</td>\n",
" <td>Gibson Island, MD, USA</td>\n",
" <td>39.070000</td>\n",
" <td>-76.410000</td>\n",
" <td>Oil</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>2</td>\n",
" <td>On 15 March 2022, USCG Sector Maryland NCR not...</td>\n",
" </tr>\n",
" <tr>\n",
" <th>4</th>\n",
" <td>10426</td>\n",
" <td>2022-03-14</td>\n",
" <td>Oil Pipeline Discharge into Cahokia Canal, Edw...</td>\n",
" <td>Cahokia Canal, Edwardsville, IL</td>\n",
" <td>38.824034</td>\n",
" <td>-89.974600</td>\n",
" <td>Oil</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>NaN</td>\n",
" <td>0</td>\n",
" <td>On March 14, 2022, USEPA Region 5 contacted th...</td>\n",
" </tr>\n",
" </tbody>\n",
"</table>\n",
"</div>"
],
"text/plain": [
" id open_date name \\\n",
"0 10431 2022-03-21 Tug Vessel Loses Power, Grounds, and Leaks Die... \n",
"1 10430 2022-03-17 Compromised Fuel Transfer Pipe Spills Oil into... \n",
"2 10429 2022-03-16 Floating Humpback Whale Carcass off of Carolin... \n",
"3 10428 2022-03-15 Containership Grounded off Gibson Island in Ch... \n",
"4 10426 2022-03-14 Oil Pipeline Discharge into Cahokia Canal, Edw... \n",
"\n",
" location lat lon threat tags \\\n",
"0 Neva Strait, Sitka, AK 57.270000 -135.593330 Oil NaN \n",
"1 Oswego, NY 43.459410 -76.531650 Oil NaN \n",
"2 Carolina Beach, NC, USA 34.031323 -77.830343 Other NaN \n",
"3 Gibson Island, MD, USA 39.070000 -76.410000 Oil NaN \n",
"4 Cahokia Canal, Edwardsville, IL 38.824034 -89.974600 Oil NaN \n",
"\n",
" commodity measure_skim measure_shore measure_bio measure_disperse \\\n",
"0 NaN NaN NaN NaN NaN \n",
"1 NaN NaN NaN NaN NaN \n",
"2 NaN NaN NaN NaN NaN \n",
"3 NaN NaN NaN NaN NaN \n",
"4 NaN NaN NaN NaN NaN \n",
"\n",
" measure_burn max_ptl_release_gallons posts \\\n",
"0 NaN NaN 0 \n",
"1 NaN NaN 0 \n",
"2 NaN NaN 0 \n",
"3 NaN NaN 2 \n",
"4 NaN NaN 0 \n",
"\n",
" description \n",
"0 At approximately 0400 on 21-Mar02922, the tug ... \n",
"1 On March 17, 2022, NOAA ERD was notified by Mi... \n",
"2 On March 16, 2022, the Gulf of Mexico Marine M... \n",
"3 On 15 March 2022, USCG Sector Maryland NCR not... \n",
"4 On March 14, 2022, USEPA Region 5 contacted th... "
]
},
"execution_count": 2,
"metadata": {},
"output_type": "execute_result"
}
],
"source": [
"df = pd.read_csv('incidents.csv')\n",
"df.head()"
]
},
{
"cell_type": "code",
"execution_count": 3,
"id": "20914440",
"metadata": {},
"outputs": [
{
"data": {
"text/plain": [
"<Axes: xlabel='threat'>"
]
},
"execution_count": 3,
"metadata": {},
"output_type": "execute_result"
},
{
"data": {
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",
"text/plain": [
"<Figure size 640x480 with 1 Axes>"
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"df['threat'].value_counts().plot(kind='bar')"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "ai-gpu",
"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": "3.9.21"
}
},
"nbformat": 4,
"nbformat_minor": 5
}
|