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@seumasmorrison
Last active July 3, 2017 15:13
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Script for plotting data from a wad file exported by Nortek's Storm software recorded by an AWAC ( Acoustic wave and current profiler ).
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{
"cells": [
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"import pandas as pd\n",
"from datetime import datetime"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"columns = ['month', 'day', 'year', 'hour', 'minute', 'seconds', \n",
" 'pressure', 'ast_distance1_beam4', 'ast_distance2_beam4', \n",
" 'ast_quality_beam4', 'analog_input', 'velocity_beam1_x_east_m_s',\n",
" 'velocity_beam2_y_north_m_s', 'velocity_beam3_x_up_m_s', \n",
" 'amplitude_beam1', 'amplitude_beam2', 'amplitude_beam3']"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"wad_df = pd.read_csv('data.wad', delim_whitespace=True, header=None, names=columns, parse_dates={'DateTime':[2,0,1,3,4,5]})"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"wad_df.index = pd.to_datetime(wad_df.DateTime, format='%Y %m %d %H %M %S.%f')"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"wad_df.drop('DateTime', axis=1, inplace=True)"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"%matplotlib"
]
},
{
"cell_type": "code",
"execution_count": null,
"metadata": {},
"outputs": [],
"source": [
"wad_df.pressure.plot()"
]
}
],
"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": "3.6.1"
}
},
"nbformat": 4,
"nbformat_minor": 2
}
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