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@rbiswas4
Created May 1, 2019 08:57
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{
"cells": [
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "import pandas as pd",
"execution_count": 1,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "import numpy as np",
"execution_count": 2,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "df = pd.DataFrame(dict(galaxy_id=np.arange(10), quantity=np.random.uniform(10)))",
"execution_count": 3,
"outputs": []
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "df.head()",
"execution_count": 4,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 4,
"data": {
"text/plain": " galaxy_id quantity\n0 0 7.919644\n1 1 7.919644\n2 2 7.919644\n3 3 7.919644\n4 4 7.919644",
"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>galaxy_id</th>\n <th>quantity</th>\n </tr>\n </thead>\n <tbody>\n <tr>\n <th>0</th>\n <td>0</td>\n <td>7.919644</td>\n </tr>\n <tr>\n <th>1</th>\n <td>1</td>\n <td>7.919644</td>\n </tr>\n <tr>\n <th>2</th>\n <td>2</td>\n <td>7.919644</td>\n </tr>\n <tr>\n <th>3</th>\n <td>3</td>\n <td>7.919644</td>\n </tr>\n <tr>\n <th>4</th>\n <td>4</td>\n <td>7.919644</td>\n </tr>\n </tbody>\n</table>\n</div>"
},
"metadata": {}
}
]
},
{
"metadata": {
"trusted": true
},
"cell_type": "code",
"source": "df.query('galaxy_id in (3,7)')",
"execution_count": 5,
"outputs": [
{
"output_type": "execute_result",
"execution_count": 5,
"data": {
"text/plain": " galaxy_id quantity\n3 3 7.919644\n7 7 7.919644",
"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>galaxy_id</th>\n <th>quantity</th>\n </tr>\n </thead>\n <tbody>\n <tr>\n <th>3</th>\n <td>3</td>\n <td>7.919644</td>\n </tr>\n <tr>\n <th>7</th>\n <td>7</td>\n <td>7.919644</td>\n </tr>\n </tbody>\n</table>\n</div>"
},
"metadata": {}
}
]
}
],
"metadata": {
"kernelspec": {
"name": "python3",
"display_name": "Python 3",
"language": "python"
},
"language_info": {
"name": "python",
"version": "3.7.1",
"mimetype": "text/x-python",
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"pygments_lexer": "ipython3",
"nbconvert_exporter": "python",
"file_extension": ".py"
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},
"nbformat": 4,
"nbformat_minor": 2
}
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