diff --git a/01-introduction.html b/01-introduction.html
index a59778f..04d5b11 100644
--- a/01-introduction.html
+++ b/01-introduction.html
@@ -397,7 +397,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/01-introduction.html",
   "dateCreated": "2024-05-16",
   "dateModified": "2024-05-13",
-  "datePublished": "2024-06-11"
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/02-installing-docker.html b/02-installing-docker.html
index 1b430c8..d778d1b 100644
--- a/02-installing-docker.html
+++ b/02-installing-docker.html
@@ -312,16 +312,16 @@ <h3 class="tab-header" id="nav-tab-heading-1-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-WindowsWSL" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-WindowsWSL">
+<div id="nav-tabpanel-1-WindowsWSL" class="tab-pane show active" aria-labelledby="nav-tab-1-WindowsWSL" role="tabpanel">
 <p>Install Docker Destop following the WSL2 instructions or
 docker-engine following the Linux instructions (Ubuntu/debian).</p>
 <p>For the docker-engine to work, <a href="https://devblogs.microsoft.com/commandline/systemd-support-is-now-available-in-wsl/" class="external-link">activate
 <code>systemd</code></a> on your WSL2.</p>
 </div>
-<div id="nav-tabpanel-1-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Mac">
+<div id="nav-tabpanel-1-Mac" class="tab-pane" aria-labelledby="nav-tab-1-Mac" role="tabpanel">
 <p>Install Docker Desktop</p>
 </div>
-<div id="nav-tabpanel-1-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Linux">
+<div id="nav-tabpanel-1-Linux" class="tab-pane" aria-labelledby="nav-tab-1-Linux" role="tabpanel">
 <p>Install Docker Desktop or docker-engine following the instruction for
 your Linux flavour.</p>
 </div>
@@ -347,13 +347,13 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-2" class="tab-content">
-<div id="nav-tabpanel-2-WindowsWSL" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-2-WindowsWSL">
+<div id="nav-tabpanel-2-WindowsWSL" class="tab-pane show active" aria-labelledby="nav-tab-2-WindowsWSL" role="tabpanel">
 <p>4</p>
 </div>
-<div id="nav-tabpanel-2-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Mac">
+<div id="nav-tabpanel-2-Mac" class="tab-pane" aria-labelledby="nav-tab-2-Mac" role="tabpanel">
 <p>5</p>
 </div>
-<div id="nav-tabpanel-2-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Linux">
+<div id="nav-tabpanel-2-Linux" class="tab-pane" aria-labelledby="nav-tab-2-Linux" role="tabpanel">
 <p>6</p>
 </div>
 </div>
@@ -631,7 +631,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/02-installing-docker.html",
   "dateCreated": "2024-05-16",
   "dateModified": "2024-05-13",
-  "datePublished": "2024-06-11"
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/03-docker-for-cms-opendata.html b/03-docker-for-cms-opendata.html
index 6cbc0e2..0aeaf31 100644
--- a/03-docker-for-cms-opendata.html
+++ b/03-docker-for-cms-opendata.html
@@ -782,7 +782,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/03-docker-for-cms-opendata.html",
   "dateCreated": "2024-05-16",
   "dateModified": "2024-05-14",
-  "datePublished": "2024-06-11"
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/404.html b/404.html
index dc2aa05..bfb0ced 100644
--- a/404.html
+++ b/404.html
@@ -291,8 +291,8 @@ <h1>Page not found</h1>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/404.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/404.html",
   "dateCreated": "2024-05-16",
-  "dateModified": "2024-06-11",
-  "datePublished": "2024-06-11"
+  "dateModified": "2024-06-18",
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/CODE_OF_CONDUCT.html b/CODE_OF_CONDUCT.html
index 6e9df7c..59beed3 100644
--- a/CODE_OF_CONDUCT.html
+++ b/CODE_OF_CONDUCT.html
@@ -319,7 +319,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-05-16",
   "dateModified": "2022-08-05",
-  "datePublished": "2024-06-11"
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/LICENSE.html b/LICENSE.html
index 7c5fb18..ae8041c 100644
--- a/LICENSE.html
+++ b/LICENSE.html
@@ -370,7 +370,7 @@ <h1>Licenses</h1>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/LICENSE.html",
   "dateCreated": "2024-05-16",
   "dateModified": "2023-04-07",
-  "datePublished": "2024-06-11"
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/aio.html b/aio.html
index 441a64d..c704037 100644
--- a/aio.html
+++ b/aio.html
@@ -431,16 +431,16 @@ <h3 class="tab-header" id="nav-tab-heading-1-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-WindowsWSL" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-WindowsWSL">
+<div id="nav-tabpanel-1-WindowsWSL" class="tab-pane show active" aria-labelledby="nav-tab-1-WindowsWSL" role="tabpanel">
 <p>Install Docker Destop following the WSL2 instructions or
 docker-engine following the Linux instructions (Ubuntu/debian).</p>
 <p>For the docker-engine to work, <a href="https://devblogs.microsoft.com/commandline/systemd-support-is-now-available-in-wsl/" class="external-link">activate
 <code>systemd</code></a> on your WSL2.</p>
 </div>
-<div id="nav-tabpanel-1-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Mac">
+<div id="nav-tabpanel-1-Mac" class="tab-pane" aria-labelledby="nav-tab-1-Mac" role="tabpanel">
 <p>Install Docker Desktop</p>
 </div>
-<div id="nav-tabpanel-1-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Linux">
+<div id="nav-tabpanel-1-Linux" class="tab-pane" aria-labelledby="nav-tab-1-Linux" role="tabpanel">
 <p>Install Docker Desktop or docker-engine following the instruction for
 your Linux flavour.</p>
 </div>
@@ -466,13 +466,13 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-2" class="tab-content">
-<div id="nav-tabpanel-2-WindowsWSL" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-2-WindowsWSL">
+<div id="nav-tabpanel-2-WindowsWSL" class="tab-pane show active" aria-labelledby="nav-tab-2-WindowsWSL" role="tabpanel">
 <p>4</p>
 </div>
-<div id="nav-tabpanel-2-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Mac">
+<div id="nav-tabpanel-2-Mac" class="tab-pane" aria-labelledby="nav-tab-2-Mac" role="tabpanel">
 <p>5</p>
 </div>
-<div id="nav-tabpanel-2-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Linux">
+<div id="nav-tabpanel-2-Linux" class="tab-pane" aria-labelledby="nav-tab-2-Linux" role="tabpanel">
 <p>6</p>
 </div>
 </div>
@@ -1235,8 +1235,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/aio.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/aio.html",
   "dateCreated": "2024-05-16",
-  "dateModified": "2024-06-11",
-  "datePublished": "2024-06-11"
+  "dateModified": "2024-06-18",
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/images.html b/images.html
index f337346..1743acb 100644
--- a/images.html
+++ b/images.html
@@ -323,8 +323,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/images.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/images.html",
   "dateCreated": "2024-05-16",
-  "dateModified": "2024-06-11",
-  "datePublished": "2024-06-11"
+  "dateModified": "2024-06-18",
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/index.html b/index.html
index 01e0bce..1d5250c 100644
--- a/index.html
+++ b/index.html
@@ -281,7 +281,7 @@ <h3 class="callout-title">Note<a class="anchor" aria-label="anchor" href="#note"
   <h3 class="accordion-header" id="headingSpoiler1">
 <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div>Windows</h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
 <div class="accordion-body">
 <p>Activate <a href="https://learn.microsoft.com/en-us/windows/wsl/install#install-wsl-command" class="external-link">WSL2</a>
 and use the Ubuntu shell.</p>
@@ -295,7 +295,7 @@ <h3 class="accordion-header" id="headingSpoiler1">
   <h3 class="accordion-header" id="headingSpoiler2">
 <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div>MacOS</h3>
 </button>
-<div id="collapseSpoiler2" class="accordion-collapse collapse" aria-labelledby="headingSpoiler2" data-bs-parent="#accordionSpoiler2">
+<div id="collapseSpoiler2" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler2" aria-labelledby="headingSpoiler2">
 <div class="accordion-body">
 <p>Use Terminal.app</p>
 </div>
@@ -308,7 +308,7 @@ <h3 class="accordion-header" id="headingSpoiler2">
   <h3 class="accordion-header" id="headingSpoiler3">
 <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div>Linux</h3>
 </button>
-<div id="collapseSpoiler3" class="accordion-collapse collapse" aria-labelledby="headingSpoiler3" data-bs-parent="#accordionSpoiler3">
+<div id="collapseSpoiler3" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler3" aria-labelledby="headingSpoiler3">
 <div class="accordion-body">
 <p>Use Terminal</p>
 </div>
@@ -368,8 +368,8 @@ <h3 class="accordion-header" id="headingSpoiler3">
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/index.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/index.html",
   "dateCreated": "2024-05-16",
-  "dateModified": "2024-06-11",
-  "datePublished": "2024-06-11"
+  "dateModified": "2024-06-18",
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/instructor-notes.html b/instructor-notes.html
index 222e93a..233fc64 100644
--- a/instructor-notes.html
+++ b/instructor-notes.html
@@ -328,8 +328,8 @@ <h1>Instructor Notes</h1>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor-notes.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor-notes.html",
   "dateCreated": "2024-05-16",
-  "dateModified": "2024-06-11",
-  "datePublished": "2024-06-11"
+  "dateModified": "2024-06-18",
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/instructor/01-introduction.html b/instructor/01-introduction.html
index b402e74..bbd575b 100644
--- a/instructor/01-introduction.html
+++ b/instructor/01-introduction.html
@@ -399,7 +399,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/01-introduction.html",
   "dateCreated": "2024-05-16",
   "dateModified": "2024-05-13",
-  "datePublished": "2024-06-11"
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/instructor/02-installing-docker.html b/instructor/02-installing-docker.html
index afa0bff..17078c3 100644
--- a/instructor/02-installing-docker.html
+++ b/instructor/02-installing-docker.html
@@ -314,16 +314,16 @@ <h3 class="tab-header" id="nav-tab-heading-1-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-WindowsWSL" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-WindowsWSL">
+<div id="nav-tabpanel-1-WindowsWSL" class="tab-pane show active" aria-labelledby="nav-tab-1-WindowsWSL" role="tabpanel">
 <p>Install Docker Destop following the WSL2 instructions or
 docker-engine following the Linux instructions (Ubuntu/debian).</p>
 <p>For the docker-engine to work, <a href="https://devblogs.microsoft.com/commandline/systemd-support-is-now-available-in-wsl/" class="external-link">activate
 <code>systemd</code></a> on your WSL2.</p>
 </div>
-<div id="nav-tabpanel-1-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Mac">
+<div id="nav-tabpanel-1-Mac" class="tab-pane" aria-labelledby="nav-tab-1-Mac" role="tabpanel">
 <p>Install Docker Desktop</p>
 </div>
-<div id="nav-tabpanel-1-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Linux">
+<div id="nav-tabpanel-1-Linux" class="tab-pane" aria-labelledby="nav-tab-1-Linux" role="tabpanel">
 <p>Install Docker Desktop or docker-engine following the instruction for
 your Linux flavour.</p>
 </div>
@@ -349,13 +349,13 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-2" class="tab-content">
-<div id="nav-tabpanel-2-WindowsWSL" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-2-WindowsWSL">
+<div id="nav-tabpanel-2-WindowsWSL" class="tab-pane show active" aria-labelledby="nav-tab-2-WindowsWSL" role="tabpanel">
 <p>4</p>
 </div>
-<div id="nav-tabpanel-2-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Mac">
+<div id="nav-tabpanel-2-Mac" class="tab-pane" aria-labelledby="nav-tab-2-Mac" role="tabpanel">
 <p>5</p>
 </div>
-<div id="nav-tabpanel-2-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Linux">
+<div id="nav-tabpanel-2-Linux" class="tab-pane" aria-labelledby="nav-tab-2-Linux" role="tabpanel">
 <p>6</p>
 </div>
 </div>
@@ -633,7 +633,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/02-installing-docker.html",
   "dateCreated": "2024-05-16",
   "dateModified": "2024-05-13",
-  "datePublished": "2024-06-11"
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/instructor/03-docker-for-cms-opendata.html b/instructor/03-docker-for-cms-opendata.html
index ef46af3..72e360c 100644
--- a/instructor/03-docker-for-cms-opendata.html
+++ b/instructor/03-docker-for-cms-opendata.html
@@ -784,7 +784,7 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/03-docker-for-cms-opendata.html",
   "dateCreated": "2024-05-16",
   "dateModified": "2024-05-14",
-  "datePublished": "2024-06-11"
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/instructor/404.html b/instructor/404.html
index 70b8b9a..d2f5d4c 100644
--- a/instructor/404.html
+++ b/instructor/404.html
@@ -291,8 +291,8 @@ <h1>Page not found</h1>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/404.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/404.html",
   "dateCreated": "2024-05-16",
-  "dateModified": "2024-06-11",
-  "datePublished": "2024-06-11"
+  "dateModified": "2024-06-18",
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/instructor/CODE_OF_CONDUCT.html b/instructor/CODE_OF_CONDUCT.html
index f257647..2c35eac 100644
--- a/instructor/CODE_OF_CONDUCT.html
+++ b/instructor/CODE_OF_CONDUCT.html
@@ -321,7 +321,7 @@ <h1>Contributor Code of Conduct</h1>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/CODE_OF_CONDUCT.html",
   "dateCreated": "2024-05-16",
   "dateModified": "2022-08-05",
-  "datePublished": "2024-06-11"
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/instructor/LICENSE.html b/instructor/LICENSE.html
index a99f0ff..3f301cf 100644
--- a/instructor/LICENSE.html
+++ b/instructor/LICENSE.html
@@ -372,7 +372,7 @@ <h1>Licenses</h1>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/LICENSE.html",
   "dateCreated": "2024-05-16",
   "dateModified": "2023-04-07",
-  "datePublished": "2024-06-11"
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/instructor/aio.html b/instructor/aio.html
index 63e0387..ccdfa99 100644
--- a/instructor/aio.html
+++ b/instructor/aio.html
@@ -435,16 +435,16 @@ <h3 class="tab-header" id="nav-tab-heading-1-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-1" class="tab-content">
-<div id="nav-tabpanel-1-WindowsWSL" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-1-WindowsWSL">
+<div id="nav-tabpanel-1-WindowsWSL" class="tab-pane show active" aria-labelledby="nav-tab-1-WindowsWSL" role="tabpanel">
 <p>Install Docker Destop following the WSL2 instructions or
 docker-engine following the Linux instructions (Ubuntu/debian).</p>
 <p>For the docker-engine to work, <a href="https://devblogs.microsoft.com/commandline/systemd-support-is-now-available-in-wsl/" class="external-link">activate
 <code>systemd</code></a> on your WSL2.</p>
 </div>
-<div id="nav-tabpanel-1-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Mac">
+<div id="nav-tabpanel-1-Mac" class="tab-pane" aria-labelledby="nav-tab-1-Mac" role="tabpanel">
 <p>Install Docker Desktop</p>
 </div>
-<div id="nav-tabpanel-1-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-1-Linux">
+<div id="nav-tabpanel-1-Linux" class="tab-pane" aria-labelledby="nav-tab-1-Linux" role="tabpanel">
 <p>Install Docker Desktop or docker-engine following the instruction for
 your Linux flavour.</p>
 </div>
@@ -470,13 +470,13 @@ <h3 class="tab-header" id="nav-tab-heading-2-Linux">
 </button>
 </div>
 </nav><div id="nav-tabContent-2" class="tab-content">
-<div id="nav-tabpanel-2-WindowsWSL" class="tab-pane show active" role="tabpanel" aria-labelledby="nav-tab-2-WindowsWSL">
+<div id="nav-tabpanel-2-WindowsWSL" class="tab-pane show active" aria-labelledby="nav-tab-2-WindowsWSL" role="tabpanel">
 <p>4</p>
 </div>
-<div id="nav-tabpanel-2-Mac" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Mac">
+<div id="nav-tabpanel-2-Mac" class="tab-pane" aria-labelledby="nav-tab-2-Mac" role="tabpanel">
 <p>5</p>
 </div>
-<div id="nav-tabpanel-2-Linux" class="tab-pane" role="tabpanel" aria-labelledby="nav-tab-2-Linux">
+<div id="nav-tabpanel-2-Linux" class="tab-pane" aria-labelledby="nav-tab-2-Linux" role="tabpanel">
 <p>6</p>
 </div>
 </div>
@@ -1240,8 +1240,8 @@ <h3 class="callout-title">Key Points<a class="anchor" aria-label="anchor" href="
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/aio.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/aio.html",
   "dateCreated": "2024-05-16",
-  "dateModified": "2024-06-11",
-  "datePublished": "2024-06-11"
+  "dateModified": "2024-06-18",
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/instructor/images.html b/instructor/images.html
index e581fea..2b65b7f 100644
--- a/instructor/images.html
+++ b/instructor/images.html
@@ -325,8 +325,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/images.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/images.html",
   "dateCreated": "2024-05-16",
-  "dateModified": "2024-06-11",
-  "datePublished": "2024-06-11"
+  "dateModified": "2024-06-18",
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/instructor/index.html b/instructor/index.html
index b362d15..52b607a 100644
--- a/instructor/index.html
+++ b/instructor/index.html
@@ -318,7 +318,7 @@ <h3 class="callout-title">Note<a class="anchor" aria-label="anchor" href="#note"
   <h3 class="accordion-header" id="headingSpoiler1">
 <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div>Windows</h3>
 </button>
-<div id="collapseSpoiler1" class="accordion-collapse collapse" aria-labelledby="headingSpoiler1" data-bs-parent="#accordionSpoiler1">
+<div id="collapseSpoiler1" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler1" aria-labelledby="headingSpoiler1">
 <div class="accordion-body">
 <p>Activate <a href="https://learn.microsoft.com/en-us/windows/wsl/install#install-wsl-command" class="external-link">WSL2</a>
 and use the Ubuntu shell.</p>
@@ -332,7 +332,7 @@ <h3 class="accordion-header" id="headingSpoiler1">
   <h3 class="accordion-header" id="headingSpoiler2">
 <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div>MacOS</h3>
 </button>
-<div id="collapseSpoiler2" class="accordion-collapse collapse" aria-labelledby="headingSpoiler2" data-bs-parent="#accordionSpoiler2">
+<div id="collapseSpoiler2" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler2" aria-labelledby="headingSpoiler2">
 <div class="accordion-body">
 <p>Use Terminal.app</p>
 </div>
@@ -345,7 +345,7 @@ <h3 class="accordion-header" id="headingSpoiler2">
   <h3 class="accordion-header" id="headingSpoiler3">
 <div class="note-square"><i aria-hidden="true" class="callout-icon" data-feather="eye"></i></div>Linux</h3>
 </button>
-<div id="collapseSpoiler3" class="accordion-collapse collapse" aria-labelledby="headingSpoiler3" data-bs-parent="#accordionSpoiler3">
+<div id="collapseSpoiler3" class="accordion-collapse collapse" data-bs-parent="#accordionSpoiler3" aria-labelledby="headingSpoiler3">
 <div class="accordion-body">
 <p>Use Terminal</p>
 </div>
@@ -405,8 +405,8 @@ <h3 class="accordion-header" id="headingSpoiler3">
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/index.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/index.html",
   "dateCreated": "2024-05-16",
-  "dateModified": "2024-06-11",
-  "datePublished": "2024-06-11"
+  "dateModified": "2024-06-18",
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/instructor/instructor-notes.html b/instructor/instructor-notes.html
index b587f9c..c04e1ef 100644
--- a/instructor/instructor-notes.html
+++ b/instructor/instructor-notes.html
@@ -333,8 +333,8 @@ <h1>Instructor Notes</h1>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/instructor-notes.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/instructor-notes.html",
   "dateCreated": "2024-05-16",
-  "dateModified": "2024-06-11",
-  "datePublished": "2024-06-11"
+  "dateModified": "2024-06-18",
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/instructor/key-points.html b/instructor/key-points.html
index 3a2639a..295c60b 100644
--- a/instructor/key-points.html
+++ b/instructor/key-points.html
@@ -349,8 +349,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/key-points.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/key-points.html",
   "dateCreated": "2024-05-16",
-  "dateModified": "2024-06-11",
-  "datePublished": "2024-06-11"
+  "dateModified": "2024-06-18",
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/instructor/profiles.html b/instructor/profiles.html
index c58b024..ae34dc2 100644
--- a/instructor/profiles.html
+++ b/instructor/profiles.html
@@ -272,8 +272,8 @@ <h1>Learner Profiles</h1>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/profiles.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/profiles.html",
   "dateCreated": "2024-05-16",
-  "dateModified": "2024-06-11",
-  "datePublished": "2024-06-11"
+  "dateModified": "2024-06-18",
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/instructor/reference.html b/instructor/reference.html
index 65ac0da..fd0c959 100644
--- a/instructor/reference.html
+++ b/instructor/reference.html
@@ -314,7 +314,7 @@ <h1>Reference</h1>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/instructor/reference.html",
   "dateCreated": "2024-05-16",
   "dateModified": "2023-03-16",
-  "datePublished": "2024-06-11"
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/key-points.html b/key-points.html
index 215dffb..c42c5f1 100644
--- a/key-points.html
+++ b/key-points.html
@@ -347,8 +347,8 @@ <h2 class="accordion-header" id="flush-headingTwelve">
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/key-points.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/key-points.html",
   "dateCreated": "2024-05-16",
-  "dateModified": "2024-06-11",
-  "datePublished": "2024-06-11"
+  "dateModified": "2024-06-18",
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/pkgdown.yml b/pkgdown.yml
index ab24f66..e1f15f5 100644
--- a/pkgdown.yml
+++ b/pkgdown.yml
@@ -2,5 +2,5 @@ pandoc: 3.1.11
 pkgdown: 2.0.9
 pkgdown_sha: ~
 articles: {}
-last_built: 2024-06-11T00:39Z
+last_built: 2024-06-18T00:39Z
 
diff --git a/profiles.html b/profiles.html
index b108d45..fc1af3d 100644
--- a/profiles.html
+++ b/profiles.html
@@ -272,8 +272,8 @@ <h1>Learner Profiles</h1>
   "url": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/profiles.html",
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/profiles.html",
   "dateCreated": "2024-05-16",
-  "dateModified": "2024-06-11",
-  "datePublished": "2024-06-11"
+  "dateModified": "2024-06-18",
+  "datePublished": "2024-06-18"
 }
 
   </script><script>
diff --git a/reference.html b/reference.html
index b8a33c6..7df554c 100644
--- a/reference.html
+++ b/reference.html
@@ -312,7 +312,7 @@ <h1>Reference</h1>
   "identifier": "https://cms-opendata-workshop.github.io/workshopqcd-2024-lesson-docker/reference.html",
   "dateCreated": "2024-05-16",
   "dateModified": "2023-03-16",
-  "datePublished": "2024-06-11"
+  "datePublished": "2024-06-18"
 }
 
   </script><script>