diff --git a/README.md b/README.md
index 38d6e3ad2e..b9f5525b10 100644
--- a/README.md
+++ b/README.md
@@ -58,22 +58,22 @@
-pvlib python is a community developed toolbox that provides a set of
+pvlib-python is a community-developed toolbox that provides a set of
functions and classes for simulating the performance of photovoltaic
-energy systems and accomplishing related tasks. The core mission of pvlib python is to provide open,
+energy systems and accomplishing related tasks. The core mission of pvlib-python is to provide open,
reliable, interoperable, and benchmark implementations of PV system models.
Documentation
=============
-Full documentation can be found at [readthedocs](http://pvlib-python.readthedocs.io/en/stable/),
-including an [FAQ](https://pvlib-python.readthedocs.io/en/stable/user_guide/extras/faq.html) page.
+View the full documentation on [Read the Docs](http://pvlib-python.readthedocs.io/en/stable/),
+which includes an [FAQ](https://pvlib-python.readthedocs.io/en/stable/user_guide/extras/faq.html) page.
Installation
============
-pvlib-python releases may be installed using the ``pip`` and ``conda`` tools.
+Install pvlib-python releases using the `pip` and `conda` tools.
```bash
pip install pvlib
conda install -c conda-forge pvlib
@@ -92,49 +92,49 @@ The long-term success of pvlib-python requires substantial community support.
Citing
======
-Many of the contributors to pvlib python work in institutions where
+Many of the contributors to pvlib-python work in institutions where
citation metrics are used in performance or career evaluations. If you
-use pvlib python in a published work, please cite:
+use pvlib-python in a published work, please cite:
-**Recommended citation for the pvlib python project**
+**Recommended citation for the pvlib-python project**
Anderson, K., Hansen, C., Holmgren, W., Jensen, A., Mikofski, M., and Driesse, A.
- "pvlib python: 2023 project update."
- Journal of Open Source Software, 8(92), 5994, (2023).
+ "pvlib-python: 2023 project update."
+ Journal of Open Source Software, 8(92), 5994 (2023).
https://doi.org/10.21105/joss.05994
-**Recommended citation for pvlib iotools**
+**Recommended citation for pvlib-iotools**
Jensen, A., Anderson, K., Holmgren, W., Mikofski, M., Hansen, C., Boeman, L., Loonen, R.
- "pvlib iotools —- Open-source Python functions for seamless access to solar irradiance data."
+ "pvlib-iotools —- Open-source Python functions for seamless access to solar irradiance data."
Solar Energy, 266, 112092, (2023).
https://doi.org/10.1016/j.solener.2023.112092
-**Historical citation for pvlib python**
+**Historical citation for pvlib-python**
Holmgren, W., Hansen, C., and Mikofski, M.
- "pvlib python: a python package for modeling solar energy systems."
- Journal of Open Source Software, 3(29), 884, (2018).
+ "pvlib-python: a Python package for modeling solar energy systems."
+ Journal of Open Source Software, 3(29), 884 (2018).
https://doi.org/10.21105/joss.00884
-If you use pvlib-python in a commercial or publicly-available application, please
-consider displaying one of the "powered by pvlib" logos:
+If you use pvlib-python in a commercial or publicly available application, please
+consider displaying one of the "powered by Pvlib" logos:

Getting support
===============
-pvlib usage questions can be asked on
-[Stack Overflow](http://stackoverflow.com) and tagged with
+Ask pvlib usage questions on
+[Stack Overflow](http://stackoverflow.com) and use
the [pvlib](http://stackoverflow.com/questions/tagged/pvlib) tag.
-The [pvlib-python google group](https://groups.google.com/forum/#!forum/pvlib-python)
-is used for discussing various topics of interest to the pvlib-python
-community. We also make new version announcements on the google group.
+Join the [pvlib-python Google Group](https://groups.google.com/forum/#!forum/pvlib-python)
+to discuss various topics of interest to the
+community and to receive new version announcements.
-If you suspect that you may have discovered a bug or if you'd like to
+If you think you found a bug, or if you want to
change something about pvlib, then please make an issue on our
[GitHub issues page](https://github.com/pvlib/pvlib-python/issues).
@@ -149,19 +149,18 @@ BSD 3-clause.
History and acknowledgement
===========================
-pvlib python began in 2013 as a Python translation of the [PVLIB for Matlab](https://github.com/sandialabs/MATLAB_PV_LIB)
-toolbox developed by Sandia National Laboratories. pvlib python has grown substantially since then.
-Today it contains code contributions from over a hundred individuals worldwide
-and is maintained by a core group of PV modelers from a variety of institutions.
+pvlib-python began in 2013 as a Python translation of the [PVLIB for Matlab](https://github.com/sandialabs/MATLAB_PV_LIB)
+toolbox developed by Sandia National Laboratories. pvlib-python has grown substantially since then.
+Today it contains code contributions from over a hundred individuals worldwide and is maintained by a core group of PV modelers from a variety of institutions.
-pvlib has been supported directly and indirectly by DOE, NumFOCUS, and
+`pvlib` has been supported directly and indirectly by DOE, NumFOCUS, and
Google Summer of Code funding, university research projects,
-companies that allow their employees to contribute, and from personal time.
+company employee contributions, and personal time.
NumFOCUS
========
-pvlib python is a [NumFOCUS Affiliated Project](https://numfocus.org/sponsored-projects/affiliated-projects)
+pvlib-python is a [NumFOCUS Affiliated Project](https://numfocus.org/sponsored-projects/affiliated-projects)
[](https://numfocus.org/sponsored-projects/affiliated-projects)