Add answers

Author: richelbilderbeek

docs/day3/matplotlib/README.md

@@ -46,13 +46,13 @@ NSC        |Tetralith  |[Documentation](https://www.nsc.liu.se)
 
 HPC cluster|HPC cluster-specific `matplotlib` documentation
 -----------|-------------------------------------------------------------------------------------------------------------------
-Alvis      |[`matplotlib` documentation](https://www.c3se.chalmers.se/documentation/module_system/python/#numpy-and-scipy)
-Bianca     |[`matplotlib` documentation](https://docs.uppmax.uu.se/software/tensorflow/#tensorflow-as-a-python-package-for-cpu)
-COSMOS     |[`matplotlib` documentation](https://lunarc-documentation.readthedocs.io/en/latest/guides/applications/Python)
-Dardel     |[`matplotlib` documentation](https://support.pdc.kth.se/doc/applications/tensorflow) (irrelevant)
-Kebnekaise |[`matplotlib` documentation](https://docs.hpc2n.umu.se/software/apps/#scipy)
-Pelle      |[`matplotlib` documentation](https://docs.uppmax.uu.se/software/python_bundles/#pytorch)
-Tetralith  |[`matplotlib` documentation](https://www.nsc.liu.se/software/python)
+Alvis      |?[`matplotlib` documentation](https://www.c3se.chalmers.se/documentation/module_system/python/#numpy-and-scipy)
+Bianca     |?[`matplotlib` documentation](https://docs.uppmax.uu.se/software/tensorflow/#tensorflow-as-a-python-package-for-cpu)
+COSMOS     |?[`matplotlib` documentation](https://lunarc-documentation.readthedocs.io/en/latest/guides/applications/Python)
+Dardel     |?[`matplotlib` documentation](https://support.pdc.kth.se/doc/applications/tensorflow) (irrelevant)
+Kebnekaise |?[`matplotlib` documentation](https://docs.hpc2n.umu.se/software/apps/#scipy)
+Pelle      |?[`matplotlib` documentation](https://docs.uppmax.uu.se/software/python_bundles/#pytorch)
+Tetralith  |?[`matplotlib` documentation](https://www.nsc.liu.se/software/python)
 
 <!-- markdownlint-enable MD013 -->
 

docs/day3/pandas/README.md

@@ -29,6 +29,7 @@ At the end of this sessions, learners ...
 Sorted by HPC cluster:
 
 <!-- markdownlint-disable MD013 --><!-- Tables cannot be split up over lines, hence will break 80 characters per line -->
+
 HPC center |HPC cluster|HPC cluster-specific documentation
 -----------|-----------|------------------------------------------------------------
 C3SE       |Alvis      |[Documentation](https://www.c3se.chalmers.se)
@@ -38,14 +39,16 @@ PDC        |Dardel     |[Documentation](https://support.pdc.kth.se)
 HPC2N      |Kebnekaise |[Documentation](https://docs.hpc2n.umu.se)
 UPPMAX     |Pelle      |[Documentation](https://docs.uppmax.uu.se)
 NSC        |Tetralith  |[Documentation](https://www.nsc.liu.se)
+
 <!-- markdownlint-enable MD013 -->
+
 :::
 
 
 - In that documentation, find the software module to load the package.
   If you know how, you may also use the module system
 
-:::{admonition} Answer: where is the pandas documentation?
+:::{admonition} Answer: where is the `pandas` documentation?
 :class: dropdown
 
 <!-- markdownlint-disable MD013 --><!-- Tables cannot be split up over lines, hence will break 80 characters per line -->
@@ -65,7 +68,7 @@ Tetralith  |[`pandas` documentation](https://www.nsc.liu.se/software/python)
 :::
 
 
-- Load the software module to use pandas
+- Load the software module to use `pandas`
 
 :::{admonition} Answer: how to load the `pandas` software module
 :class: dropdown

docs/day3/seaborn/README.md

@@ -9,13 +9,65 @@
 
 At the end of this sessions, learners ...
 
+- have practiced using the documentation of favorite HPC cluster
+- understand why Pandas is important
 - understand why Seaborn is important
 - have run Python code that uses Seaborn
-
 :::
 
 ## Loading Seaborn
 
+- Use the documentation of the HPC cluster you work on
+
+:::{admonition} Answer: where is your documentation?
+:class: dropdown
+
+Sorted by HPC cluster:
+
+<!-- markdownlint-disable MD013 --><!-- Tables cannot be split up over lines, hence will break 80 characters per line -->
+
+HPC center |HPC cluster|HPC cluster-specific documentation
+-----------|-----------|------------------------------------------------------------
+C3SE       |Alvis      |[Documentation](https://www.c3se.chalmers.se)
+UPPMAX     |Bianca     |[Documentation](https://docs.uppmax.uu.se)
+LUNARC     |COSMOS     |[Documentation](https://lunarc-documentation.readthedocs.io)
+PDC        |Dardel     |[Documentation](https://support.pdc.kth.se)
+HPC2N      |Kebnekaise |[Documentation](https://docs.hpc2n.umu.se)
+UPPMAX     |Pelle      |[Documentation](https://docs.uppmax.uu.se)
+NSC        |Tetralith  |[Documentation](https://www.nsc.liu.se)
+
+<!-- markdownlint-enable MD013 -->
+
+:::
+
+- In that documentation, find the software module to load the package.
+  If you know how, you may also use the module system
+
+:::{admonition} Answer: where is the `seaborn` documentation?
+:class: dropdown
+
+<!-- markdownlint-disable MD013 --><!-- Tables cannot be split up over lines, hence will break 80 characters per line -->
+
+HPC cluster|HPC cluster-specific `seaborn` documentation
+-----------|-------------------------------------------------------------------------------------------------------------------
+Alvis      |?[`seaborn` documentation](https://www.c3se.chalmers.se/documentation/module_system/python/#numpy-and-scipy)
+Bianca     |?[`seaborn` documentation](https://docs.uppmax.uu.se/software/tensorflow/#tensorflow-as-a-python-package-for-cpu)
+COSMOS     |?[`seaborn` documentation](https://lunarc-documentation.readthedocs.io/en/latest/guides/applications/Python)
+Dardel     |?[`seaborn` documentation](https://support.pdc.kth.se/doc/applications/tensorflow) (irrelevant)
+Kebnekaise |?[`seaborn` documentation](https://docs.hpc2n.umu.se/software/apps/#scipy)
+Pelle      |?[`seaborn` documentation](https://docs.uppmax.uu.se/software/python_bundles/#pytorch)
+Tetralith  |?[`seaborn` documentation](https://www.nsc.liu.se/software/python)
+
+<!-- markdownlint-enable MD013 -->
+
+:::
+
+
+- Load the software module to use `seaborn`
+
+:::{admonition} Answer: how to load the `seaborn` software module
+:class: dropdown
+
 <!-- markdownlint-disable MD013 --><!-- Tables cannot be split up over lines, hence will break 80 characters per line -->
 
 HPC cluster|How to load Seaborn
@@ -29,14 +81,16 @@ Dardel     |`module load cray-python/3.11.7 PDCOLD/23.12 matplotlib/3.8.2-cpeGNU
 
 <!-- markdownlint-enable MD013 -->
 
+:::
+
 ## Exercises
 
 ```python
 import matplotlib.pyplot as plt
 plt.style.use('classic')
 %matplotlib inline
 import numpy as np
-import pandas as pd
+import seaborn as pd
 
 # Create some data
 rng = np.random.RandomState(0)