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pandas-timeindex-secondary-y-issue.ipynb
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{ | |
"cells": [ | |
{ | |
"cell_type": "code", | |
"execution_count": 1, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"import pandas as pd\n", | |
"import matplotlib.pyplot as plt\n", | |
"%matplotlib inline" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 2, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"name": "stdout", | |
"output_type": "stream", | |
"text": [ | |
"\n", | |
"INSTALLED VERSIONS\n", | |
"------------------\n", | |
"commit: None\n", | |
"python: 2.7.11.final.0\n", | |
"python-bits: 64\n", | |
"OS: Darwin\n", | |
"OS-release: 17.3.0\n", | |
"machine: x86_64\n", | |
"processor: i386\n", | |
"byteorder: little\n", | |
"LC_ALL: None\n", | |
"LANG: None\n", | |
"LOCALE: None.None\n", | |
"\n", | |
"pandas: 0.21.0\n", | |
"pytest: 3.0.7\n", | |
"pip: 9.0.1\n", | |
"setuptools: 19.1.1\n", | |
"Cython: 0.24.1\n", | |
"numpy: 1.13.3\n", | |
"scipy: 1.0.0\n", | |
"pyarrow: None\n", | |
"xarray: None\n", | |
"IPython: 5.3.0\n", | |
"sphinx: None\n", | |
"patsy: 0.4.1\n", | |
"dateutil: 1.5\n", | |
"pytz: 2015.7\n", | |
"blosc: None\n", | |
"bottleneck: None\n", | |
"tables: None\n", | |
"numexpr: None\n", | |
"feather: None\n", | |
"matplotlib: 2.0.2\n", | |
"openpyxl: 2.4.7\n", | |
"xlrd: None\n", | |
"xlwt: 1.1.2\n", | |
"xlsxwriter: 0.9.6\n", | |
"lxml: 3.6.0\n", | |
"bs4: 4.6.0\n", | |
"html5lib: 0.999\n", | |
"sqlalchemy: 0.9.8\n", | |
"pymysql: 0.7.9.None\n", | |
"psycopg2: None\n", | |
"jinja2: 2.8\n", | |
"s3fs: None\n", | |
"fastparquet: None\n", | |
"pandas_gbq: None\n", | |
"pandas_datareader: None\n" | |
] | |
} | |
], | |
"source": [ | |
"pd.show_versions()" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 3, | |
"metadata": {}, | |
"outputs": [], | |
"source": [ | |
"def do_plot(a, b):\n", | |
" # Combinations of `secondary_y` values to try out.\n", | |
" secondary_ys = [(False, False), (False, True), (True, False), (True, True)]\n", | |
"\n", | |
" fig, axes = plt.subplots(figsize=(10, 2), ncols=4, nrows=1)\n", | |
" for (sya, syb), ax in zip(secondary_ys, axes.flat):\n", | |
" a.plot(ax=ax, style='o-', secondary_y=sya)\n", | |
" b.plot(ax=ax, style='x-', secondary_y=syb)\n", | |
" ax.set_title('a:%r - b:%r' % (sya, syb))" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# Base case" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 4, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
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4xhizx6Od6on/UZ3Jn0DrTEE8hjUqB2K/p6+wLphn6JQxZrvzfH0Wmx+xGjYIy2rgqSDK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\nEEIIITzw/1RWCqKeTGaRAAAAAElFTkSuQmCC\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x1091e24d0>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"a = pd.Series(\n", | |
" [16, 13, 11],\n", | |
" index=pd.to_datetime(['2017-09-13', '2017-09-14', '2017-09-15'], format='%Y-%m-%d')\n", | |
")\n", | |
"b = pd.Series(\n", | |
" [23, 27, 25],\n", | |
" index=pd.to_datetime(['2017-09-13', '2017-09-14', '2017-09-15'], format='%Y-%m-%d')\n", | |
")\n", | |
"do_plot(a, b)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Except for the `(True, True)` case, looks ok." | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# Skip one day in first series\n", | |
"\n", | |
"In first series: '2017-09-16' instead of '2017-09-15':" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 5, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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apwj/BT4IfAl/D3QNPh5+7JxbE5pOcZJ7ipnk8h0zrbkUn7Sej/+e7sM3UW0SU8655cH+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\nQiSEGmlCCCGEEEIIkRD/B5dWcvairZ5aAAAAAElFTkSuQmCC\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x1100f0c90>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"a = pd.Series(\n", | |
" [16, 13, 11],\n", | |
" index=pd.to_datetime(['2017-09-13', '2017-09-14', '2017-09-16'], format='%Y-%m-%d')\n", | |
")\n", | |
"b = pd.Series(\n", | |
" [23, 27, 25],\n", | |
" index=pd.to_datetime(['2017-09-13', '2017-09-14', '2017-09-15'], format='%Y-%m-%d')\n", | |
")\n", | |
"do_plot(a, b)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"Only `(False, False)` seems to work. Pretty weird stuff happening in the other plots." | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# Skip one day in second series\n", | |
"\n", | |
"In second series: '2017-09-16' instead of '2017-09-15':" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 6, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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i3IkrSMUjE9V1KHR/NCcjtXGerX3a+qt9/azbnHkpurkYpFIl01Vn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\nDv03M0JlqwAAAABJRU5ErkJggg==\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x10a43eb50>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"a = pd.Series(\n", | |
" [16, 13, 11],\n", | |
" index=pd.to_datetime(['2017-09-13', '2017-09-14', '2017-09-15'], format='%Y-%m-%d')\n", | |
")\n", | |
"b = pd.Series(\n", | |
" [23, 27, 25],\n", | |
" index=pd.to_datetime(['2017-09-13', '2017-09-14', '2017-09-16'], format='%Y-%m-%d')\n", | |
")\n", | |
"do_plot(a, b)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"First three look ok, `(True, True)` doesn't." | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"# Sparse time index everywhere" | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": 7, | |
"metadata": {}, | |
"outputs": [ | |
{ | |
"data": { | |
"image/png": 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5LL9ERPYBh4FvgT8ZYw7624CIJAPOI0Pk9ZsxxmYFnPZ7OJVpx5rr+zj0+o22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\n", | |
"text/plain": [ | |
"<matplotlib.figure.Figure at 0x118cfc690>" | |
] | |
}, | |
"metadata": {}, | |
"output_type": "display_data" | |
} | |
], | |
"source": [ | |
"a = pd.Series(\n", | |
" [16, 13, 11],\n", | |
" index=pd.to_datetime(['2017-09-13', '2017-09-15', '2017-09-19'], format='%Y-%m-%d')\n", | |
")\n", | |
"b = pd.Series(\n", | |
" [23, 27, 25],\n", | |
" index=pd.to_datetime(['2017-09-14', '2017-09-17', '2017-09-23'], format='%Y-%m-%d')\n", | |
")\n", | |
"do_plot(a, b)" | |
] | |
}, | |
{ | |
"cell_type": "markdown", | |
"metadata": {}, | |
"source": [ | |
"All but `(True, True)` look ok." | |
] | |
}, | |
{ | |
"cell_type": "code", | |
"execution_count": null, | |
"metadata": {}, | |
"outputs": [], | |
"source": [] | |
} | |
], | |
"metadata": { | |
"kernelspec": { | |
"display_name": "Python 2", | |
"language": "python", | |
"name": "python2" | |
}, | |
"language_info": { | |
"codemirror_mode": { | |
"name": "ipython", | |
"version": 2 | |
}, | |
"file_extension": ".py", | |
"mimetype": "text/x-python", | |
"name": "python", | |
"nbconvert_exporter": "python", | |
"pygments_lexer": "ipython2", | |
"version": "2.7.11" | |
} | |
}, | |
"nbformat": 4, | |
"nbformat_minor": 2 | |
} |
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