python-ds-util
Installation
The library is available on pip:
pip install dsutil
Examples
For full usage examples see notebooks under the examples directory.
Plotting
Full examples for plotting here
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add_grid(): reasonable default grid settings, with weak grey lines, light alpha, etc.import numpy as np import matplotlib.pyplot as plt from dsutil.plotting import add_grid x = np.linspace(0.0,100,10) y = np.random.uniform(low=0,high=10,size=10) plt.bar(x,y) add_grid()
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add_value_labels()annotates barplots, line plots and scatter plots with values for the coordinatesimport numpy as np import matplotlib.pyplot as plt from dsutil.plotting import add_value_labels x = np.linspace(0.0,100,10) y = np.random.uniform(low=0,high=10,size=10) plt.bar(x,y) add_value_labels()
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format_yaxis_percentage(): turns values between 0 and 1 in y-axis into percentagesimport numpy as np import matplotlib.pyplot as plt from dsutil.plotting import format_yaxis_percentage x = np.linspace(0.0,100,10) y = np.random.uniform(low=0,high=1,size=10) plt.bar(x,y) plt.yticks(np.arange(0,1.01,0.1)) format_yaxis_percentage()
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format_yaxis_thousands(): uses commas as thousands separator in the y-axis labelsimport numpy as np import matplotlib.pyplot as plt from dsutil.plotting import format_yaxis_thousands x = np.linspace(0.0,100,10) y = np.random.uniform(low=10000,high=100000,size=10) plt.bar(x,y) plt.yticks(np.arange(0,100001,10000)) format_yaxis_thousands()
Metadata
Release files for dsutil 0.2.1
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Source distribution (sdist)
| File | Size | Uploaded | Provenance | |
|---|---|---|---|---|
| dsutil-0.2.1.tar.gz | 7.8 kB | Without provenance | Details |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Reset |
|---|---|---|---|---|
| dsutil-0.2.1-py3-none-any.whl | Python 3 | none | any | Details |
Total release size: 16.3 kB
Release files / dsutil-0.2.1.tar.gz
| Download URL | dsutil-0.2.1.tar.gz |
|---|---|
| Size | 7.8 kB |
| Tags | Source |
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twine/3.4.2 importlib_metadata/4.8.1 pkginfo/1.7.1 requests/2.26.0 requests-toolbelt/0.9.1 tqdm/4.62.3 CPython/3.8.10
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Release files / dsutil-0.2.1-py3-none-any.whl
| Download URL | dsutil-0.2.1-py3-none-any.whl |
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| Size | 8.6 kB |
| Tags | Python 3 |
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