Calkulate
Calkulate is a Python package for finding total alkalinity from titration data using PyCO2SYS.
Installation
pip install calkulate
conda install conda-forge :: calkulate
Use
If the data for each individual titration is in its own text file and you have a spreadsheet containing the metadata for each titration on separate rows — all formatted as expected — then all you need to do with Calkulate is:
import calkulate as calk
data = calk.read_csv("path/to/metadata_file.csv").calkulate()
data.alkalinity # <== here are your alkalinity results
For more detail, see the online documentation.
About
Calkulate is being developed primarily by Dr Matthew P. Humphreys at the Royal Netherlands Institute for Sea Research (NIOZ, Texel).
Citation
If you use Calkulate in your work, please cite it as:
Humphreys, M. P. and Matthews, R. S. (2025). Calkulate: total alkalinity from titration data in Python. Zenodo. doi:10.5281/zenodo.2634304.
Please report which version you are using. To find this out:
import calkulate as calk
calk.hello()
License
Calkulate is licensed under the GNU General Public License version 3 (GPLv3).
1 maintainer
Metadata
1 maintainer
Release files for Calkulate 23.7.1
For a detailed explanation of source distributions (sdists) and built distributions (wheels), please see the package formats documentation.
Source distribution (sdist)
| File | Size | Uploaded | Provenance | Actions |
|---|---|---|---|---|
| calkulate-23.7.1.tar.gz | 53.3 kB | Without provenance | Details for calkulate-23.7.1.tar.gz |
Built distribution (wheel)
| File | Interpreter | ABI | Platform | Actions Reset |
|---|---|---|---|---|
| calkulate-23.7.1-py3-none-any.whl | Python 3 | none | any | Details for calkulate-23.7.1-py3-none-any.whl |
Total release size: 103.5 kB
Release files / calkulate-23.7.1.tar.gz
| Download URL | calkulate-23.7.1.tar.gz |
|---|---|
| Size | 53.3 kB |
| Tags | Source |
|
SHA-256 checksum How to use checksums |
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No |
| Uploaded via |
twine/6.1.0 CPython/3.13.3
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Release files / calkulate-23.7.1-py3-none-any.whl
| Download URL | calkulate-23.7.1-py3-none-any.whl |
|---|---|
| Size | 50.2 kB |
| Tags | Python 3 |
|
SHA-256 checksum How to use checksums |
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Uploaded using Trusted Publishing? What is trusted publishing? |
No |
| Uploaded via |
twine/6.1.0 CPython/3.13.3
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Security for Calkulate 23.7.1
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