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djbarnwal/titanic-survival.html

Created June 19, 2018 13:36
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Titanic Survival
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titanic-survival.html
<!DOCTYPE html>
<html>
<head>
<meta charset="UTF-8">
<title>Titanic Survival - iodide</title>
<link rel="stylesheet" type="text/css" href="iodide.dev.css">
</head>
<body>
<script id="jsmd" type="text/jsmd">
%% meta
{
"title": "Titanic Survival",
"languages": {
"js": {
"pluginType": "language",
"languageId": "js",
"displayName": "Javascript",
"codeMirrorMode": "javascript",
"module": "window",
"evaluator": "eval",
"keybinding": "j",
"url": ""
},
"py": {
"languageId": "py",
"displayName": "python",
"codeMirrorMode": "python",
"keybinding": "p",
"url": "https://iodide.io/pyodide-demo/pyodide.js",
"module": "pyodide",
"evaluator": "runPython",
"pluginType": "language"
}
},
"lastExport": "2018-06-19T13:33:02.331Z"
}
%% plugin
{
"languageId": "py",
"displayName": "python",
"codeMirrorMode": "python",
"keybinding": "p",
"url": "https://iodide.io/pyodide-demo/pyodide.js",
"module": "pyodide",
"evaluator": "runPython",
"pluginType": "language"
}
%% code {"language":"py"}
# Check if Python is working
import sys
sys.version
%% js
pyodide.loadPackage("pandas")
%% js
pyodide.loadPackage('matplotlib')
%% code {"language":"py"}
import pandas as pd
from matplotlib import pyplot as plt
import pyodide
%% code {"language":"py"}
df = pd.read_csv(pyodide.open_url("titanic.csv"))
df.head(10)
%% code {"language":"py"}
df.describe(include='all')
%% code {"language":"py"}
df['survived'].value_counts().plot(kind='bar', title='Death and Survival Counts',grid=True)
plt.show()
%% code {"language":"py"}
df['sex'].value_counts().plot(kind='bar', title='Sex')
plt.show()
</script>
<div id='page'></div>
<script src='iodide.dev.js'></script>
</body>
</html>
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