diff --git a/conda/.conda/environments.txt b/conda/.conda/environments.txt
index c603b14..93da1e3 100755
--- a/conda/.conda/environments.txt
+++ b/conda/.conda/environments.txt
@@ -1,2 +1,3 @@
-/Users/jfraeys/yes
-/Users/jfraeys/yes/envs/soft-skills-env
+/Users/jfraeys/.conda
+/usr/local/Caskroom/miniforge/base
+/usr/local/Caskroom/miniforge/base/envs/soft-skills-env
diff --git a/gh/.config/gh/config.yml b/gh/.config/gh/config.yml
new file mode 100644
index 0000000..2c35244
--- /dev/null
+++ b/gh/.config/gh/config.yml
@@ -0,0 +1,23 @@
+# The current version of the config schema
+version: 1
+# What protocol to use when performing git operations. Supported values:
+# ssh, https
+git_protocol: https
+# What editor gh should run when creating issues, pull requests, etc. If
+# blank, will refer to environment.
+editor: vim
+# When to interactively prompt. This is a global config that cannot be
+# overridden by hostname. Supported values: enabled, disabled
+prompt: enabled
+# A pager program to send command output to, e.g. "less". If blank, will
+# refer to environment. Set the value to "cat" to disable the pager.
+pager:
+# Aliases allow you to create nicknames for gh commands
+aliases:
+    co: pr checkout
+# The path to a unix socket through which send HTTP connections. If blank,
+# HTTP traffic will be handled by net/http.DefaultTransport.
+http_unix_socket:
+# What web browser gh should use when opening URLs. If blank, will refer to
+# environment.
+browser:
diff --git a/gh/.config/gh/hosts.yml b/gh/.config/gh/hosts.yml
new file mode 100644
index 0000000..463a2b4
--- /dev/null
+++ b/gh/.config/gh/hosts.yml
@@ -0,0 +1,5 @@
+github.com:
+    git_protocol: https
+    users:
+        jfraeys:
+    user: jfraeys
diff --git a/jupyter/.ipython/profile_default/history.sqlite b/jupyter/.ipython/profile_default/history.sqlite
index 5812cbf..d2eda86 100755
Binary files a/jupyter/.ipython/profile_default/history.sqlite and b/jupyter/.ipython/profile_default/history.sqlite differ
diff --git a/jupyter/.jupyter/custom/custom.css b/jupyter/.jupyter/custom/custom.css
new file mode 100644
index 0000000..76f7336
--- /dev/null
+++ b/jupyter/.jupyter/custom/custom.css
@@ -0,0 +1,10 @@
+/*This file contains any manual css for this page that needs to override the global styles.
+This is only required when different pages style the same element differently. This is just
+a hack to deal with our current css styles and no new styling should be added in this file.*/
+
+#ipython-main-app {
+    position: relative;
+}
+#jupyter-main-app {
+    position: relative;
+}
diff --git a/jupyter/.jupyter/custom/custom.js b/jupyter/.jupyter/custom/custom.js
new file mode 100644
index 0000000..05aa9ae
--- /dev/null
+++ b/jupyter/.jupyter/custom/custom.js
@@ -0,0 +1,82 @@
+// leave at least 2 line with only a star on it below, or doc generation fails
+/**
+ *
+ *
+ * Placeholder for custom user javascript
+ * mainly to be overridden in profile/static/custom/custom.js
+ * This will always be an empty file in IPython
+ *
+ * User could add any javascript in the `profile/static/custom/custom.js` file.
+ * It will be executed by the ipython notebook at load time.
+ *
+ * Same thing with `profile/static/custom/custom.css` to inject custom css into the notebook.
+ *
+ *
+ * The object available at load time depend on the version of IPython in use.
+ * there is no guaranties of API stability.
+ *
+ * The example below explain the principle, and might not be valid.
+ *
+ * Instances are created after the loading of this file and might need to be accessed using events:
+ *     define([
+ *        'base/js/namespace',
+ *        'base/js/events'
+ *     ], function(IPython, events) {
+ *         events.on("app_initialized.NotebookApp", function () {
+ *             IPython.keyboard_manager....
+ *         });
+ *     });
+ *
+ * __Example 1:__
+ *
+ * Create a custom button in toolbar that execute `%qtconsole` in kernel
+ * and hence open a qtconsole attached to the same kernel as the current notebook
+ *
+ *    define([
+ *        'base/js/namespace',
+ *        'base/js/events'
+ *    ], function(IPython, events) {
+ *        events.on('app_initialized.NotebookApp', function(){
+ *            IPython.toolbar.add_buttons_group([
+ *                {
+ *                    'label'   : 'run qtconsole',
+ *                    'icon'    : 'icon-terminal', // select your icon from http://fortawesome.github.io/Font-Awesome/icons
+ *                    'callback': function () {
+ *                        IPython.notebook.kernel.execute('%qtconsole')
+ *                    }
+ *                }
+ *                // add more button here if needed.
+ *                ]);
+ *        });
+ *    });
+ *
+ * __Example 2:__
+ *
+ * At the completion of the dashboard loading, load an unofficial javascript extension
+ * that is installed in profile/static/custom/
+ *
+ *    define([
+ *        'base/js/events'
+ *    ], function(events) {
+ *        events.on('app_initialized.DashboardApp', function(){
+ *            require(['custom/unofficial_extension.js'])
+ *        });
+ *    });
+ *
+ * __Example 3:__
+ *
+ *  Use `jQuery.getScript(url [, success(script, textStatus, jqXHR)] );`
+ *  to load custom script into the notebook.
+ *
+ *    // to load the metadata ui extension example.
+ *    $.getScript('/static/notebook/js/celltoolbarpresets/example.js');
+ *    // or
+ *    // to load the metadata ui extension to control slideshow mode / reveal js for nbconvert
+ *    $.getScript('/static/notebook/js/celltoolbarpresets/slideshow.js');
+ *
+ *
+ * @module IPython
+ * @namespace IPython
+ * @class customjs
+ * @static
+ */
diff --git a/jupyter/.jupyter/jupyter_nbconvert_config.json b/jupyter/.jupyter/jupyter_nbconvert_config.json
new file mode 100644
index 0000000..225f784
--- /dev/null
+++ b/jupyter/.jupyter/jupyter_nbconvert_config.json
@@ -0,0 +1,13 @@
+{
+  "version": 1,
+  "Exporter": {
+    "extra_template_paths": [
+      ".",
+      "/usr/local/Caskroom/miniforge/base/envs/ml-nlp-env/lib/python3.11/site-packages/jupyter_contrib_nbextensions/templates"
+    ],
+    "preprocessors": [
+      "jupyter_contrib_nbextensions.nbconvert_support.CodeFoldingPreprocessor",
+      "jupyter_contrib_nbextensions.nbconvert_support.PyMarkdownPreprocessor"
+    ]
+  }
+}
\ No newline at end of file
diff --git a/jupyter/.jupyter/jupyter_notebook_config.json b/jupyter/.jupyter/jupyter_notebook_config.json
new file mode 100644
index 0000000..8f7385c
--- /dev/null
+++ b/jupyter/.jupyter/jupyter_notebook_config.json
@@ -0,0 +1,7 @@
+{
+  "NotebookApp": {
+    "nbserver_extensions": {
+      "jupyter_nbextensions_configurator": true
+    }
+  }
+}
\ No newline at end of file
diff --git a/jupyter/.jupyter/lab/user-settings/@jupyterlab/apputils-extension/themes.jupyterlab-settings b/jupyter/.jupyter/lab/user-settings/@jupyterlab/apputils-extension/themes.jupyterlab-settings
index 419e835..c6f9ca2 100755
--- a/jupyter/.jupyter/lab/user-settings/@jupyterlab/apputils-extension/themes.jupyterlab-settings
+++ b/jupyter/.jupyter/lab/user-settings/@jupyterlab/apputils-extension/themes.jupyterlab-settings
@@ -6,5 +6,9 @@
 
     // Selected Theme
     // Application-level visual styling theme
-    "theme": "JupyterLab Dark"
+    "theme": "JupyterLab Dark",
+
+    // Scrollbar Theming
+    // Enable/disable styling of the application scrollbars
+    "theme-scrollbars": true
 }
\ No newline at end of file
diff --git a/jupyter/.jupyter/lab/user-settings/@jupyterlab/codemirror-extension/commands.jupyterlab-settings b/jupyter/.jupyter/lab/user-settings/@jupyterlab/codemirror-extension/commands.jupyterlab-settings
new file mode 100644
index 0000000..be98128
--- /dev/null
+++ b/jupyter/.jupyter/lab/user-settings/@jupyterlab/codemirror-extension/commands.jupyterlab-settings
@@ -0,0 +1,11 @@
+{
+    // CodeMirror
+    // @jupyterlab/codemirror-extension:commands
+    // Text editor settings for all CodeMirror editors.
+    // ************************************************
+
+    // Theme
+    // CSS file defining the corresponding
+    // .cm-s-[name] styles is loaded
+    "theme": "jupyter"
+}
\ No newline at end of file
diff --git a/jupyter/.jupyter/lab/workspaces/auto-0-1753.jupyterlab-workspace b/jupyter/.jupyter/lab/workspaces/auto-0-1753.jupyterlab-workspace
new file mode 100644
index 0000000..6fdb564
--- /dev/null
+++ b/jupyter/.jupyter/lab/workspaces/auto-0-1753.jupyterlab-workspace
@@ -0,0 +1 @@
+{"data":{"layout-restorer:data":{"main":{"dock":{"type":"tab-area","currentIndex":0,"widgets":[]}},"down":{"size":0,"widgets":[]},"left":{"collapsed":false,"current":"filebrowser","widgets":["filebrowser","running-sessions","@jupyterlab/toc:plugin","extensionmanager.main-view"]},"right":{"collapsed":true,"widgets":["jp-property-inspector","debugger-sidebar"]},"relativeSizes":[0.22233718457205265,0.7776628154279474,0]}},"metadata":{"id":"auto-0"}}
\ No newline at end of file
diff --git a/jupyter/.jupyter/lab/workspaces/auto-1-4161.jupyterlab-workspace b/jupyter/.jupyter/lab/workspaces/auto-1-4161.jupyterlab-workspace
new file mode 100644
index 0000000..79101ee
--- /dev/null
+++ b/jupyter/.jupyter/lab/workspaces/auto-1-4161.jupyterlab-workspace
@@ -0,0 +1 @@
+{"data":{"layout-restorer:data":{"main":{"dock":{"type":"tab-area","currentIndex":0,"widgets":["notebook:notebooks/count_tf_df_analysis.ipynb","notebook:notebooks/exploration_soft_skills.ipynb","notebook:notebooks/exploration_coop_postings.ipynb","notebook:notebooks/tf_idf_programs.ipynb"]},"current":"notebook:notebooks/count_tf_df_analysis.ipynb"},"down":{"size":0,"widgets":[]},"left":{"collapsed":false,"visible":true,"current":"filebrowser","widgets":["filebrowser","running-sessions","@jupyterlab/toc:plugin","extensionmanager.main-view"],"widgetStates":{"jp-running-sessions":{"sizes":[0.25,0.25,0.25,0.25],"expansionStates":[false,false,false,false]},"extensionmanager.main-view":{"sizes":[0,1,0],"expansionStates":[false,false,false]}}},"right":{"collapsed":true,"visible":true,"widgets":["jp-property-inspector","debugger-sidebar"],"widgetStates":{"jp-debugger-sidebar":{"sizes":[0.2,0.2,0.2,0.2,0.2],"expansionStates":[false,false,false,false,false]}}},"relativeSizes":[0.1298499741334713,0.8701500258665287,0],"top":{"simpleVisibility":true}},"file-browser-filebrowser:cwd":{"path":"notebooks"},"notebook:notebooks/count_tf_df_analysis.ipynb":{"data":{"path":"notebooks/count_tf_df_analysis.ipynb","factory":"Notebook"}},"notebook:notebooks/exploration_soft_skills.ipynb":{"data":{"path":"notebooks/exploration_soft_skills.ipynb","factory":"Notebook"}},"notebook:notebooks/exploration_coop_postings.ipynb":{"data":{"path":"notebooks/exploration_coop_postings.ipynb","factory":"Notebook"}},"notebook:notebooks/tf_idf_programs.ipynb":{"data":{"path":"notebooks/tf_idf_programs.ipynb","factory":"Notebook"}}},"metadata":{"id":"auto-1"}}
\ No newline at end of file
diff --git a/jupyter/.jupyter/lab/workspaces/auto-2-c813.jupyterlab-workspace b/jupyter/.jupyter/lab/workspaces/auto-2-c813.jupyterlab-workspace
new file mode 100644
index 0000000..e244579
--- /dev/null
+++ b/jupyter/.jupyter/lab/workspaces/auto-2-c813.jupyterlab-workspace
@@ -0,0 +1 @@
+{"data":{"layout-restorer:data":{"main":{"dock":{"type":"tab-area","currentIndex":3,"widgets":["notebook:notebooks/figures_tf_idf_programe_name.ipynb","notebook:notebooks/tf_idf_timeline.ipynb","notebook:notebooks/tf_idf_programs.ipynb","notebook:notebooks/count_tf_df_analysis.ipynb","notebook:notebooks/exploration_coop_postings.ipynb","notebook:notebooks/exploration_soft_skills.ipynb"]},"current":"notebook:notebooks/count_tf_df_analysis.ipynb"},"down":{"size":0,"widgets":[]},"left":{"collapsed":false,"current":"filebrowser","widgets":["filebrowser","running-sessions","@jupyterlab/toc:plugin","extensionmanager.main-view"]},"right":{"collapsed":true,"widgets":["jp-property-inspector","debugger-sidebar"]},"relativeSizes":[0.22236718127129082,0.7776328187287092,0]},"file-browser-filebrowser:cwd":{"path":"notebooks"},"notebook:notebooks/exploration_coop_postings.ipynb":{"data":{"path":"notebooks/exploration_coop_postings.ipynb","factory":"Notebook"}},"notebook:notebooks/exploration_soft_skills.ipynb":{"data":{"path":"notebooks/exploration_soft_skills.ipynb","factory":"Notebook"}},"notebook:notebooks/figures_tf_idf_programe_name.ipynb":{"data":{"path":"notebooks/figures_tf_idf_programe_name.ipynb","factory":"Notebook"}},"notebook:notebooks/tf_idf_timeline.ipynb":{"data":{"path":"notebooks/tf_idf_timeline.ipynb","factory":"Notebook"}},"notebook:notebooks/tf_idf_programs.ipynb":{"data":{"path":"notebooks/tf_idf_programs.ipynb","factory":"Notebook"}},"notebook:notebooks/count_tf_df_analysis.ipynb":{"data":{"path":"notebooks/count_tf_df_analysis.ipynb","factory":"Notebook"}}},"metadata":{"id":"auto-2"}}
\ No newline at end of file
diff --git a/jupyter/.jupyter/lab/workspaces/auto-4-b5a0.jupyterlab-workspace b/jupyter/.jupyter/lab/workspaces/auto-4-b5a0.jupyterlab-workspace
new file mode 100644
index 0000000..4f7af37
--- /dev/null
+++ b/jupyter/.jupyter/lab/workspaces/auto-4-b5a0.jupyterlab-workspace
@@ -0,0 +1 @@
+{"data":{"layout-restorer:data":{"main":{"dock":{"type":"tab-area","currentIndex":1,"widgets":["notebook:notebooks/count_tf_df_analysis.ipynb"]},"current":"notebook:notebooks/count_tf_df_analysis.ipynb"},"down":{"size":0,"widgets":[]},"left":{"collapsed":false,"current":"filebrowser","widgets":["filebrowser","running-sessions","@jupyterlab/toc:plugin","extensionmanager.main-view"]},"right":{"collapsed":true,"widgets":["jp-property-inspector","debugger-sidebar"]},"relativeSizes":[0.22233718457205265,0.7776628154279474,0]},"file-browser-filebrowser:cwd":{"path":"notebooks"},"notebook:notebooks/count_tf_df_analysis.ipynb":{"data":{"path":"notebooks/count_tf_df_analysis.ipynb","factory":"Notebook"}}},"metadata":{"id":"auto-4"}}
\ No newline at end of file
diff --git a/jupyter/.jupyter/lab/workspaces/auto-a-ce05.jupyterlab-workspace b/jupyter/.jupyter/lab/workspaces/auto-a-ce05.jupyterlab-workspace
new file mode 100644
index 0000000..515c568
--- /dev/null
+++ b/jupyter/.jupyter/lab/workspaces/auto-a-ce05.jupyterlab-workspace
@@ -0,0 +1 @@
+{"data":{"layout-restorer:data":{"main":{"dock":{"type":"tab-area","currentIndex":1,"widgets":["notebook:notebooks/count_tf_df_analysis.ipynb"]},"current":"notebook:notebooks/count_tf_df_analysis.ipynb"},"down":{"size":0,"widgets":[]},"left":{"collapsed":false,"visible":true,"current":"filebrowser","widgets":["filebrowser","running-sessions","@jupyterlab/toc:plugin","extensionmanager.main-view"],"widgetStates":{"jp-running-sessions":{"sizes":[0.25,0.25,0.25,0.25],"expansionStates":[false,false,false,false]},"extensionmanager.main-view":{"sizes":[0.3333333333333333,0.3333333333333333,0.3333333333333333],"expansionStates":[false,false,false]}}},"right":{"collapsed":true,"visible":true,"widgets":["jp-property-inspector","debugger-sidebar"],"widgetStates":{"jp-debugger-sidebar":{"sizes":[0.2,0.2,0.2,0.2,0.2],"expansionStates":[false,false,false,false,false]}}},"relativeSizes":[0.1298499741334713,0.8701500258665287,0],"top":{"simpleVisibility":true}},"file-browser-filebrowser:cwd":{"path":"notebooks"},"notebook:notebooks/count_tf_df_analysis.ipynb":{"data":{"path":"notebooks/count_tf_df_analysis.ipynb","factory":"Notebook"}}},"metadata":{"id":"auto-a"}}
\ No newline at end of file
diff --git a/jupyter/.jupyter/lab/workspaces/auto-m-6bf5.jupyterlab-workspace b/jupyter/.jupyter/lab/workspaces/auto-m-6bf5.jupyterlab-workspace
new file mode 100644
index 0000000..5f66fee
--- /dev/null
+++ b/jupyter/.jupyter/lab/workspaces/auto-m-6bf5.jupyterlab-workspace
@@ -0,0 +1 @@
+{"data":{"layout-restorer:data":{"main":{"dock":{"type":"tab-area","currentIndex":1,"widgets":["notebook:notebooks/count_tf_df_analysis.ipynb","notebook:notebooks/tf_idf_timeline.ipynb","notebook:notebooks/tf_idf_programs.ipynb"]},"current":"notebook:notebooks/tf_idf_timeline.ipynb"},"down":{"size":0,"widgets":[]},"left":{"collapsed":false,"current":"filebrowser","widgets":["filebrowser","running-sessions","@jupyterlab/toc:plugin","extensionmanager.main-view"]},"right":{"collapsed":true,"widgets":["jp-property-inspector","debugger-sidebar"]},"relativeSizes":[0.22236718127129082,0.7776328187287092,0]},"file-browser-filebrowser:cwd":{"path":"notebooks"},"notebook:notebooks/count_tf_df_analysis.ipynb":{"data":{"path":"notebooks/count_tf_df_analysis.ipynb","factory":"Notebook"}},"notebook:notebooks/tf_idf_timeline.ipynb":{"data":{"path":"notebooks/tf_idf_timeline.ipynb","factory":"Notebook"}},"notebook:notebooks/tf_idf_programs.ipynb":{"data":{"path":"notebooks/tf_idf_programs.ipynb","factory":"Notebook"}}},"metadata":{"id":"auto-m"}}
\ No newline at end of file
diff --git a/jupyter/.jupyter/lab/workspaces/auto-t-11cd.jupyterlab-workspace b/jupyter/.jupyter/lab/workspaces/auto-t-11cd.jupyterlab-workspace
new file mode 100644
index 0000000..4d84f29
--- /dev/null
+++ b/jupyter/.jupyter/lab/workspaces/auto-t-11cd.jupyterlab-workspace
@@ -0,0 +1 @@
+{"data":{"layout-restorer:data":{"main":{"dock":{"type":"tab-area","currentIndex":1,"widgets":["notebook:notebooks/count_tf_df_analysis.ipynb"]},"current":"notebook:notebooks/count_tf_df_analysis.ipynb"},"down":{"size":0,"widgets":[]},"left":{"collapsed":false,"visible":true,"current":"filebrowser","widgets":["filebrowser","running-sessions","@jupyterlab/toc:plugin","extensionmanager.main-view"],"widgetStates":{"jp-running-sessions":{"sizes":[0.25,0.25,0.25,0.25],"expansionStates":[false,false,false,false]},"extensionmanager.main-view":{"sizes":[0.3333333333333333,0.3333333333333333,0.3333333333333333],"expansionStates":[false,false,false]}}},"right":{"collapsed":true,"visible":true,"widgets":["jp-property-inspector","debugger-sidebar"],"widgetStates":{"jp-debugger-sidebar":{"sizes":[0.2,0.2,0.2,0.2,0.2],"expansionStates":[false,false,false,false,false]}}},"relativeSizes":[0.1298499741334713,0.8701500258665287,0],"top":{"simpleVisibility":true}},"file-browser-filebrowser:cwd":{"path":"notebooks"},"notebook:notebooks/count_tf_df_analysis.ipynb":{"data":{"path":"notebooks/count_tf_df_analysis.ipynb","factory":"Notebook"}}},"metadata":{"id":"auto-t"}}
\ No newline at end of file
diff --git a/jupyter/.jupyter/lab/workspaces/auto-w-47cd.jupyterlab-workspace b/jupyter/.jupyter/lab/workspaces/auto-w-47cd.jupyterlab-workspace
new file mode 100644
index 0000000..27efa89
--- /dev/null
+++ b/jupyter/.jupyter/lab/workspaces/auto-w-47cd.jupyterlab-workspace
@@ -0,0 +1 @@
+{"data":{"layout-restorer:data":{"main":{"dock":{"type":"tab-area","currentIndex":0,"widgets":[]}},"down":{"size":0,"widgets":[]},"left":{"collapsed":false,"current":"filebrowser","widgets":["filebrowser","running-sessions","@jupyterlab/toc:plugin","extensionmanager.main-view"]},"right":{"collapsed":true,"widgets":["jp-property-inspector","debugger-sidebar"]},"relativeSizes":[0.22233718457205265,0.7776628154279474,0]}},"metadata":{"id":"auto-w"}}
\ No newline at end of file
diff --git a/jupyter/.jupyter/lab/workspaces/auto-z-813a.jupyterlab-workspace b/jupyter/.jupyter/lab/workspaces/auto-z-813a.jupyterlab-workspace
new file mode 100644
index 0000000..92fd86b
--- /dev/null
+++ b/jupyter/.jupyter/lab/workspaces/auto-z-813a.jupyterlab-workspace
@@ -0,0 +1 @@
+{"data":{"layout-restorer:data":{"main":{"dock":{"type":"tab-area","currentIndex":0,"widgets":[]}},"down":{"size":0,"widgets":[]},"left":{"collapsed":false,"visible":true,"current":"filebrowser","widgets":["filebrowser","running-sessions","@jupyterlab/toc:plugin","extensionmanager.main-view"],"widgetStates":{"jp-running-sessions":{"sizes":[0.25,0.25,0.25,0.25],"expansionStates":[false,false,false,false]},"extensionmanager.main-view":{"sizes":[0.3333333333333333,0.3333333333333333,0.3333333333333333],"expansionStates":[false,false,false]}}},"right":{"collapsed":true,"visible":true,"widgets":["jp-property-inspector","debugger-sidebar"],"widgetStates":{"jp-debugger-sidebar":{"sizes":[0.2,0.2,0.2,0.2,0.2],"expansionStates":[false,false,false,false,false]}}},"relativeSizes":[0.1298499741334713,0.8701500258665287,0],"top":{"simpleVisibility":true}}},"metadata":{"id":"auto-z"}}
\ No newline at end of file
diff --git a/jupyter/.jupyter/lab/workspaces/default-37a8.jupyterlab-workspace b/jupyter/.jupyter/lab/workspaces/default-37a8.jupyterlab-workspace
index ddd4467..55ef22d 100755
--- a/jupyter/.jupyter/lab/workspaces/default-37a8.jupyterlab-workspace
+++ b/jupyter/.jupyter/lab/workspaces/default-37a8.jupyterlab-workspace
@@ -1 +1 @@
-{"data":{"layout-restorer:data":{"main":{"dock":{"type":"tab-area","currentIndex":0,"widgets":[]},"current":"notebook:notebooks/figures_tf_idf_years.ipynb"},"down":{"size":0,"widgets":[]},"left":{"collapsed":false,"visible":true,"current":"running-sessions","widgets":["filebrowser","running-sessions","@jupyterlab/toc:plugin","extensionmanager.main-view"]},"right":{"collapsed":true,"visible":true,"widgets":["jp-property-inspector","debugger-sidebar"]},"relativeSizes":[0.16373124592302674,0.8362687540769732,0],"top":{"simpleVisibility":true}},"file-browser-filebrowser:cwd":{"path":"notebooks"},"notebook:notebooks/figures_tf_idf_years.ipynb":{"data":{"path":"notebooks/figures_tf_idf_years.ipynb","factory":"Notebook"}},"notebook:notebooks/tf_idf_timeline.ipynb":{"data":{"path":"notebooks/tf_idf_timeline.ipynb","factory":"Notebook"}}},"metadata":{"id":"default"}}
\ No newline at end of file
+{"data":{"layout-restorer:data":{"main":{"dock":{"type":"tab-area","currentIndex":0,"widgets":["notebook:Untitled.ipynb"]},"current":"notebook:Untitled.ipynb"},"down":{"size":0,"widgets":[]},"left":{"collapsed":false,"visible":true,"current":"filebrowser","widgets":["filebrowser","running-sessions","@jupyterlab/toc:plugin","extensionmanager.main-view"],"widgetStates":{"jp-running-sessions":{"sizes":[0.25,0.25,0.25,0.25],"expansionStates":[false,false,false,false]},"extensionmanager.main-view":{"sizes":[0.3333333333333333,0.3333333333333333,0.3333333333333333],"expansionStates":[false,false,false]}}},"right":{"collapsed":true,"visible":true,"widgets":["jp-property-inspector","debugger-sidebar"],"widgetStates":{"jp-debugger-sidebar":{"sizes":[0.2,0.2,0.2,0.2,0.2],"expansionStates":[false,false,false,false,false]}}},"relativeSizes":[0.25397835773392746,0.7460216422660726,0],"top":{"simpleVisibility":true}},"file-browser-filebrowser:cwd":{"path":""},"notebook:Untitled.ipynb":{"data":{"path":"Untitled.ipynb","factory":"Notebook"}}},"metadata":{"id":"default"}}
\ No newline at end of file
diff --git a/jupyter/.jupyter/nbconfig/notebook.json b/jupyter/.jupyter/nbconfig/notebook.json
index fd01adf..1940d52 100755
--- a/jupyter/.jupyter/nbconfig/notebook.json
+++ b/jupyter/.jupyter/nbconfig/notebook.json
@@ -3,6 +3,7 @@
     "nbextensions_configurator/config_menu/main": true,
     "hinterland/hinterland": true,
     "jupyter_tabnine/main": true,
-    "jupyter-js-widgets/extension": true
+    "jupyter-js-widgets/extension": true,
+    "contrib_nbextensions_help_item/main": true
   }
 }
\ No newline at end of file
diff --git a/jupyter/.jupyter/serverconfig/jupyterlabapputilsextensionannouncements.json b/jupyter/.jupyter/serverconfig/jupyterlabapputilsextensionannouncements.json
index 8373aaa..9b61a93 100755
--- a/jupyter/.jupyter/serverconfig/jupyterlabapputilsextensionannouncements.json
+++ b/jupyter/.jupyter/serverconfig/jupyterlabapputilsextensionannouncements.json
@@ -1,5 +1,29 @@
 {
   "0fb1f2828eeeae418602193a4d04d5ccd121dc74": {
     "seen": true
+  },
+  "d564445e21a7603ceaf5b28e4e981ac33d23905b": {
+    "seen": true
+  },
+  "e90082157ab36fe43a156f798be33af1f0101d8a": {
+    "seen": true
+  },
+  "608d7f891761d97403a2faf16de02aff3dda2895": {
+    "seen": true
+  },
+  "6c7c5d359b52a7ce16f1e251efb0e609a9c4e9ef": {
+    "seen": true
+  },
+  "a8587a7634f266c21a3498ad4b619099dab155d4": {
+    "seen": true
+  },
+  "5122698b39c2ff9417deb80bd329aee257a51be0": {
+    "seen": true
+  },
+  "b9d150ecb5e02a8359329ac6f34bfa41d1209f9e": {
+    "seen": true
+  },
+  "c8e6c57a45295d2f0982437c629c8ea5408700b7": {
+    "seen": true
   }
 }
\ No newline at end of file
diff --git a/oh-my-zsh/.oh-my-zsh/custom/colour-ssh.zsh b/oh-my-zsh/.oh-my-zsh/custom/colour-ssh.zsh
new file mode 100755
index 0000000..dd8224a
--- /dev/null
+++ b/oh-my-zsh/.oh-my-zsh/custom/colour-ssh.zsh
@@ -0,0 +1,41 @@
+# Function to change the tmux window background color based on SSH environment
+function windowc() {
+    local profile_name="$1"
+
+    case "$profile_name" in
+        services*|service*)
+            tmux set-window-option -g window-status-bg colour1  # Change to the desired color
+            ;;
+        production*|prod*|web*)
+            tmux set-window-option -g window-status-bg "rgb:00/7F/7F" # Change to the desired color
+            ;;
+        staging*|stage*)
+            tmux set-window-option -g window-status-bg colour3  # Change to the desired color
+            ;;
+        *)
+            tmux set-window-option -g window-status-bg default  # Use default color for any other server
+            ;;
+    esac
+}
+
+# Function to automatically create a new tmux window when using ssh
+function colourssh() {
+    # Run the original ssh command, capturing its output
+    ssh_output=$(command ssh "$@")
+
+    # Check if the ssh command was successful
+    if [ $? -eq 0 ]; then
+        # Extract the hostname from the ssh command using pcregrep
+        host=$(echo "$ssh_output" | pcregrep -o1 'ssh\s+([^\@]+)')
+
+        # Change tmux window background color based on SSH environment
+        windowc "$host"
+
+        # Create a new tmux window
+        tmux new-window
+    fi
+}
+
+# Alias to use the modified ssh function
+alias ssh="colourssh"
+
diff --git a/p10k/.p10k.zsh b/p10k/.p10k.zsh
old mode 100755
new mode 100644
index 6ace4e1..7b064b3
--- a/p10k/.p10k.zsh
+++ b/p10k/.p10k.zsh
@@ -1,7 +1,7 @@
-# Generated by Powerlevel10k configuration wizard on 2023-11-22 at 03:05 EST.
+# Generated by Powerlevel10k configuration wizard on 2024-05-04 at 13:58 EDT.
 # Based on romkatv/powerlevel10k/config/p10k-lean.zsh, checksum 61526.
-# Wizard options: nerdfont-complete + powerline, small icons, unicode, lean, 1 line,
-# compact, many icons, concise, transient_prompt, instant_prompt=quiet.
+# Wizard options: nerdfont-complete + powerline, small icons, unicode, lean, 24h time,
+# 1 line, compact, few icons, concise, transient_prompt, instant_prompt=quiet.
 # Type `p10k configure` to generate another config.
 #
 # Config for Powerlevel10k with lean prompt style. Type `p10k configure` to generate
@@ -30,7 +30,7 @@
 
   # The list of segments shown on the left. Fill it with the most important segments.
   typeset -g POWERLEVEL9K_LEFT_PROMPT_ELEMENTS=(
-    os_icon                 # os identifier
+    # os_icon               # os identifier
     dir                     # current directory
     vcs                     # git status
     prompt_char             # prompt symbol
@@ -100,7 +100,7 @@
     taskwarrior             # taskwarrior task count (https://taskwarrior.org/)
     per_directory_history   # Oh My Zsh per-directory-history local/global indicator
     # cpu_arch              # CPU architecture
-    # time                  # current time
+    time                    # current time
     # ip                    # ip address and bandwidth usage for a specified network interface
     # public_ip             # public IP address
     # proxy                 # system-wide http/https/ftp proxy
@@ -333,14 +333,14 @@
   # parameter. For example, if POWERLEVEL9K_DIR_WORK_NOT_WRITABLE_FOREGROUND is not set, it falls
   # back to POWERLEVEL9K_DIR_FOREGROUND.
   #
-  # typeset -g POWERLEVEL9K_DIR_CLASSES=()
+  typeset -g POWERLEVEL9K_DIR_CLASSES=()
 
   # Custom prefix.
   # typeset -g POWERLEVEL9K_DIR_PREFIX='%fin '
 
   #####################################[ vcs: git status ]######################################
   # Branch icon. Set this parameter to '\UE0A0 ' for the popular Powerline branch icon.
-  typeset -g POWERLEVEL9K_VCS_BRANCH_ICON='\uF126 '
+  typeset -g POWERLEVEL9K_VCS_BRANCH_ICON=
 
   # Untracked files icon. It's really a question mark, your font isn't broken.
   # Change the value of this parameter to show a different icon.
@@ -486,7 +486,7 @@
   typeset -g POWERLEVEL9K_VCS_VISUAL_IDENTIFIER_COLOR=76
   typeset -g POWERLEVEL9K_VCS_LOADING_VISUAL_IDENTIFIER_COLOR=244
   # Custom icon.
-  # typeset -g POWERLEVEL9K_VCS_VISUAL_IDENTIFIER_EXPANSION='⭐'
+  typeset -g POWERLEVEL9K_VCS_VISUAL_IDENTIFIER_EXPANSION=
   # Custom prefix.
   # typeset -g POWERLEVEL9K_VCS_PREFIX='%fon '
 
@@ -547,7 +547,7 @@
   # Duration format: 1d 2h 3m 4s.
   typeset -g POWERLEVEL9K_COMMAND_EXECUTION_TIME_FORMAT='d h m s'
   # Custom icon.
-  # typeset -g POWERLEVEL9K_COMMAND_EXECUTION_TIME_VISUAL_IDENTIFIER_EXPANSION='⭐'
+  typeset -g POWERLEVEL9K_COMMAND_EXECUTION_TIME_VISUAL_IDENTIFIER_EXPANSION=
   # Custom prefix.
   # typeset -g POWERLEVEL9K_COMMAND_EXECUTION_TIME_PREFIX='%ftook '
 
@@ -1630,7 +1630,7 @@
   # behavior where they contain the end times of their preceding commands.
   typeset -g POWERLEVEL9K_TIME_UPDATE_ON_COMMAND=false
   # Custom icon.
-  # typeset -g POWERLEVEL9K_TIME_VISUAL_IDENTIFIER_EXPANSION='⭐'
+  typeset -g POWERLEVEL9K_TIME_VISUAL_IDENTIFIER_EXPANSION=
   # Custom prefix.
   # typeset -g POWERLEVEL9K_TIME_PREFIX='%fat '
 
diff --git a/setup.sh b/setup.sh
index 621183e..68bb70f 100755
--- a/setup.sh
+++ b/setup.sh
@@ -15,14 +15,16 @@ base=(
     zsh
     vim
     nvim
-    tmux
+    # tmux
     git
+    wezterm
 )
 
 # Folders that should, or only need to be installed for a local user on macOS
 useronly_macos=(
     yabai
     skhd
+    oh-my-zsh
 )
 
 #Folders that should, or only need to be installed for a local user on Linux
@@ -32,6 +34,7 @@ useronly_linux=(
 
 # Folders that should, or only need to be installed for a local user
 useronly=(
+    zoxide
     conda
     dask
     gh
@@ -46,7 +49,7 @@ ignore_files=(
     ".DS_Store"
     "__setup"
     "bin"
-    "git"
+    ".git"
     "setup.sh"
 )
 
@@ -85,7 +88,7 @@ expect_yes() {
         spawn bash -c \"cd '$profile_dir' && $1\" > /dev/null 2>&1
         expect {
             \"This script will update to the latest user.js file and append any custom configurations from user-overrides.js. Continue Y/N?\" { send \"y\r\"; exp_continue }
-            eof { 
+            eof {
                 puts \"Error: Expected line not found.\"
                 exit 1
             }
@@ -123,9 +126,10 @@ for app in "${useronly[@]}"; do
         stowit "${HOME}" "${app}"
         if [[ "${app}" = "firefox" ]]; then
             expect_yes "./updater.sh"
-        fi    
+        fi
     fi
 done
 
 echo ""
 echo "##### ALL DONE"
+
diff --git a/skhd/.config/skhd/skhdrc b/skhd/.config/skhd/skhdrc
index 8a6a9b3..d50bf04 100755
--- a/skhd/.config/skhd/skhdrc
+++ b/skhd/.config/skhd/skhdrc
@@ -1,9 +1,22 @@
-# change window focus within space
+#change window focus within space
 shift + cmd - j : yabai -m window --focus south
 shift + cmd - k : yabai -m window --focus north
 shift + cmd - h : yabai -m window --focus west
 shift + cmd - l : yabai -m window --focus east
 
+# Resize windows
+lctrl + alt - h : yabai -m window --resize left:-50:0; \
+                  yabai -m window --resize right:-50:0
+lctrl + alt - j : yabai -m window --resize bottom:0:50; \
+                  yabai -m window --resize top:0:50
+lctrl + alt - k : yabai -m window --resize top:0:-50; \
+                  yabai -m window --resize bottom:0:-50
+lctrl + alt - l : yabai -m window --resize right:50:0; \
+                  yabai -m window --resize left:50:0
+
+# Equalize size of windows
+lctrl + alt - e : yabai -m space --balance
+
 # change space #
 shift + cmd - 1 : yabai -m space --display 1
 shift + cmd - 2 : yabai -m space --display 2
@@ -14,8 +27,8 @@ shift + cmd - 6 : yabai -m space --display 6
 shift + cmd - 7 : yabai -m space --display 7
 
 #change focus between external displays (left and right)
-cmd - s: yabai -m display --focus west
-cmd - g: yabai -m display --focus east
+cmd - h: yabai -m display --focus west
+cmd - l: yabai -m display --focus east
 
 # rotate layout clockwise
 shift + alt - r : yabai -m space --rotate 270
@@ -30,14 +43,11 @@ shift + alt - x : yabai -m space --mirror x-axis
 shift + alt - t : yabai -m window --toggle float --grid 4:4:1:1:2:2
 
 # maximize a window
-shift + alt - m : yabai -m window --toggle zoom-fullscreeni
+shift + alt - m : yabai -m window --toggle zoom-fullscreen
 
 # toggle whether the focused window should be shown on all spaces
 shift + alt - a : yabai -m window --toggle sticky
 
-# balance out tree of windows (resize to occupy same area)
-shift + alt - e : yabai -m space --balance
-
 # swap windows
 shift + alt - j : yabai -m window --swap south
 shift + alt - k : yabai -m window --swap north
@@ -51,8 +61,8 @@ ctrl + alt - h : yabai -m window --warp west
 ctrl + alt - l : yabai -m window --warp east
 
 # move window to display left and right
-shift + alt - s : yabai -m window --display west; yabai -m display --focus west;
-shift + alt - g : yabai -m window --display east; yabai -m display --focus east;
+shift + alt - h : yabai -m window --display west; yabai -m display --focus west;
+shift + alt - l : yabai -m window --display east; yabai -m display --focus east;
 
 #move window to prev and next space
 shift + alt - p : yabai -m window --space prev;
@@ -67,16 +77,16 @@ shift + alt - 5 : yabai -m window --space 5;
 shift + alt - 6 : yabai -m window --space 6;
 shift + alt - 7 : yabai -m window --space 7;
 
-# open apps
-ctrl + cmd - 1 : open -a VSCodium.app
-ctrl + cmd - 2 : open -a Brave\ Browser.app
-ctrl + cmd - 3 : open -n /Applications/Brave\ Browser.app
-ctrl + cmd - 4 : open -a Mail.app
-ctrl + cmd - 5 : open -a Authy\ Desktop.app
-ctrl + cmd - 6 : open -a Bitwarden.app
-ctrl + cmd - 0 : open -a iTerm.app
+# # open apps
+# lctrl + shift - t : open -an Wezterm.app
+# lctrl + shift - b : open -an Firefox.app
+# lctrl + shift - v : open -an VSCodium.app
+# shift + alt - m : open -an Mail.app
+# shift + alt - a : open -an Authy\ Desktop.app
+# shift + alt - w : open -an Bitwarden.app
 
 # stop/start/restart yabai
-ctrl + alt - q : brew services stop yabai
-ctrl + alt - s : brew services start yabai
-ctrl + alt - r : brew services restart yabai
+ctrl + alt - q : yabai --stop-service
+ctrl + alt - s : yabai --start-service
+ctrl + alt - r : yabai --restart-service
+
diff --git a/tmux/.config/tmux/scripts/cal.sh b/tmux/.config/tmux/scripts/cal.sh
index be356fb..3a0b1b0 100755
--- a/tmux/.config/tmux/scripts/cal.sh
+++ b/tmux/.config/tmux/scripts/cal.sh
@@ -1,7 +1,6 @@
-#! /bin/bash
-
+#/bin/bash
 IGNORED_CAL="Birthdays, Family, Contacts, School, Home, Canadian Holidays, Canadiens, Jours fériés au Canada"
-ALERT_IF_IN_NEXT_MINUTES=60
+ALERT_IF_IN_NEXT_MINUTES=30
 ALERT_POPUP_BEFORE_SECONDS=15
 THEME_BG="#2c323c"
 THEME_RED="#f92572"
@@ -12,6 +11,13 @@ NERD_FONT_SEPARATOR=""
 
 ICAL_BUDDY="/usr/local/bin/icalBuddy"
 
+check_ical_buddy() {
+    if [[ ! -f "$ICAL_BUDDY" ]]; then
+        echo "Error: iCalBuddy is not installed" >&2
+        return 1
+    fi
+}
+
 get_next_meeting() {
     next_meeting=$("$ICAL_BUDDY" \
         --includeEventProps "title,datetime,attendees" \
@@ -22,9 +28,15 @@ get_next_meeting() {
         --limitItems 1 \
         --excludeAllDayEvents \
         --separateByDate \
-        --bullet "" \
-        --excludeCals "${IGNORED_CAL}" \
-		eventsToday)
+        --excludeCals "$IGNORED_CAL" \
+        eventsToday
+    )
+
+    if [[ -z "$next_meeting" ]]; then
+        return 1
+    fi
+
+    echo "$next_meeting"
 }
 
 get_next_next_meeting() {
@@ -38,168 +50,205 @@ get_next_next_meeting() {
         --limitItems 1 \
         --excludeAllDayEvents \
         --separateByDate \
-        --bullet "" \
-        --excludeCals "${IGNORED_CAL}" \
-		eventsFrom:"${end_timestamp}" to:"${tonight}")
+        --excludeCals "$IGNORED_CAL" \
+        eventsFrom:"${end_timestamp}" to:"${tonight}"
+    )
+
+    if [[ -z "$next_meeting" ]]; then
+        return 1
+    fi
 }
 
 parse_result() {
-	local ical_output="$1"
+    local ical_output="$1"
 
-	# Extract the title from the third line
-	title=$(echo "$ical_output" | awk 'NR==3')
+    start_time=""
+    end_time=""
+    attendees=""
+    title=$(echo "$ical_output" | awk 'NR==3')
+    lines=()
 
-	while IFS= read -r line; do
-	# array+=("$line")
-	
-	# Extract start and end time
-	if [[ $line =~ [0-9]{2}:[0-9]{2}\ -\ [0-9]{2}:[0-9]{2} ]]; then
-		start_time=$(echo "$line" | awk '{print $1}')
-		end_time=$(echo "$line" | awk '{print $3}')
-	fi
+    # Use process substitution to emulate a file for the while loop
+    while read -r line; do
+        lines+=("$line")  # Store each line in the array for potential future use
+        
+        if [[ $line =~ [0-9]{2}:[0-9]{2}\ -\ [0-9]{2}:[0-9]{2} ]]; then
+            start_time=$(echo "$line" | awk '{print $1}')
+            end_time=$(echo "$line" | awk '{print $3}')
+        fi
 
-	# Extract attendees from the line, excluding "mailto:"
-	if [[ $line == *attendees:* ]]; then
-	  attendees_line=${line#*attendees:}
-	  attendees=$(echo "$attendees_line" | sed 's/^[[:space:]]*//;s/[[:space:]]*$//g')
-	  # Count the number of attendees
-	  num_attendees=$(echo "$attendees" | awk -F, '{print NF}')
-	fi
-	done < <(echo "$ical_output")
+        if [[ $line == *attendees:* ]]; then
+            attendees_line=${line#*attendees:}
+            attendees=$(echo "$attendees_line" | sed 's/^[[:space:]]*//;s/[[:space:]]*$//g')
+            # Count the number of attendees
+            num_attendees=$(echo "$attendees" | awk -F, '{print NF}')
+        fi
+    done < <(echo "$ical_output")
 }
 
 calculate_times() {
     if [[ -z "$start_time" ]]; then
-        # echo "Error: start_time is empty or invalid"
         return 1
     fi
 
     epoc_meeting=$(date -jf "%T" "$start_time:00" +%s)
     if [[ $? -ne 0 ]]; then
-        echo "Error: Failed to convert '$start_time' using format '%T'"
-        return 1
+        echo "Error: Failed to convert '$start_time' to epoch time" >&2
+        return 2
     fi
 
     epoc_now=$(date +%s)
+
     epoc_diff=$((epoc_meeting - epoc_now))
+
     minutes_till_meeting=$((epoc_diff / 60))
 }
 
+
 get_upcoming_meetings() {
-	upcoming_meetings=$("$ICAL_BUDDY" \
-		--includeEventProps "title,datetime" \
-		--propertyOrder "title,datetime" \
-		--noCalendarNames \
-		--dateFormat "%A" \
-		--excludeAllDayEvents \
-		--separateByDate \
-		--bullet "$MEETING_DELIMITER" \
-		--excludeCals "${IGNORED_CAL}" \
-		eventsToday)
-
-	echo "upcoming_meetings: $upcoming_meetings"
-
-	if [[ $? -ne 0 ]]; then
-		echo "Error: Failed to get upcoming meetings"
-		return 1
-	fi
-
-	if [[ -z "$upcoming_meetings" ]]; then
-		echo "Error: upcoming_meetings is empty"
-		return 1
-	fi
+    upcoming_meetings=$("$ICAL_BUDDY" \
+        --noCalendarNames \
+        --formatOutput \
+        --includeEventProps "title,datetime,attendees,notes,url" \
+        --propertyOrder "title,datetime" \
+        --includeOnlyEventsFromNowOn \
+        --sortTagsByDate "Descending" \
+        --excludeAllDayEvents \
+        --bullet "$MEETING_DELIMITER" \
+        --excludeCals "$IGNORED_CAL" \
+        eventsToday)
+    
+    if [[ -z "$upcoming_meetings" ]]; then
+        return 1
+    fi
 }
 
-get_popup_size($last_meetingi) {
-	# Set minimum and maximum width/height
-	local min_width=15
-	local max_width=40
-	local min_height=13
-	local max_height=100
+# get_last_meeting() {
+#     get_upcoming_meetings
+#
+#     if [[ -z "$upcoming_meetings" ]]; then
+#         return 1
+#     fi
+#
+#     meetings=("${(s/$MEETING_DELIMITER/)upcoming_meetings}")
+#
+#     echo "meetings: ${meetings[@]}"
+#
+#     if [[ ${#meetings[@]} -eq 0 ]]; then
+#         return 2
+#     fi
+#
+#     last_meeting="${meetings[-1]}"
+#     echo "$last_meeting"
+# }
 
-	# Calculate the maximum line length in the last meeting text
-	local max_line_length=0
-	local length=0
+# Split the string into an array using the delimiter, in ZSH script
+get_last_meeting() {
+    get_upcoming_meetings
 
-	while IFS= read -r line; do
-		echo "line: $line"  
-		length=${#line}
-		max_line_length=$((length > max_line_length ? length : max_line_length))
-	done <<< "$last_meeting"
+    if [[ -z "$upcoming_meetings" ]]; then
+        return 1
+    fi
 
-	# Add padding for aesthetics
-	width=$((max_line_length + 4))
+    echo "upcoming_meetings: $upcoming_meetings"
 
-	# Ensure width is within the specified range
-	width=$((width > max_width ? max_width : width))
-	width=$((width < min_width ? min_width : width))
+    # Split the input by newline and remove leading/trailing whitespace
+    IFS=$'\n' lines=($(echo "$input" | sed -e 's/^[[:space:]]*//' -e 's/[[:space:]]*$//'))
 
-	# Count the number of lines in the last meeting text
-	local line_count=$(echo "$last_meeting" | wc -l)
+    # Find the last line that contains "attendees:"
+    last_attendees_line=""
+    for line in ${(O)lines}; do
+        if [[ $line == *attendees:* ]]; then
+            last_attendees_line=$line
+        fi
+    done
 
-	# Calculate the height based on the length of the text
-	height=$((line_count + (width / max_line_length) + 1))
+    echo "last_attendees_line: $last_attendees_line"
 
-	# Ensure height is within the specified range
-	height=$((height < min_height ? min_height : height))
-	height=$((height > max_height ? max_height : height))
+    # Extract meeting information from the last attendees line
+    if [[ -n "$last_attendees_line" ]]; then
+        title=$lines[1]
+        start_time=$(echo "$lines[2]" | awk '{print $1}')
+        end_time=$(echo "$lines[2]" | awk '{print $3}')
+        attendees=$(echo "$last_attendees_line" | sed 's/^[^:]*: //')
+
+        # Store the meeting information in last_meeting
+        last_meeting="Title: $title
+        Start Time: $start_time
+        End Time: $end_time
+        Attendees: $attendees"
+
+        # Print or use the extracted information as needed
+        echo "$last_meeting"
+    else
+        echo "No meeting information found."
+        return 1
+    fi
+    
+    echo "last_meeting: $last_meeting"
+    return "$last_meeting"
 }
 
+
 display_popup() {
-	# Get all upcoming meetings
-	get_upcoming_meetings
-	IFS='$MEETING_DELIMITER' read -r -d '$MEETING_DELIMITER'  meetings <<< "$upcoming_meetings"
+    get_last_meeting
 
-	# Get the last meeting
-	local last_meeting="${meetings[-1]}"
-	
-	call get_popup_size "$last_meeting"
+    if [[ -z "$last_meeting" ]]; then
+        return 1
+    fi
 
-	# Display a popup for the last meeting with dynamic width and height
-	tmux display-popup \
-		-S "fg=$THEME_BG" \
-		-w${width}% \
-		-h${height}% \
-		-d '#{pane_current_path}' \
-		-T Meeting \
-		echo "$last_meeting"
+    tmux display-popup \
+        -S "fg=$THEME_BG" \
+        -w 50% \
+        -h 50% \
+        -T 'Meeting Reminder' \
+        -d '#{pane_current_path}' \
+        echo "$last_meeting"
 }
 
 print_tmux_status() {
-	local tmux_refresh_interval=$(tmux show-option -g status-interval)
-	tmux_refresh_interval=$(echo "$tmux_refresh_interval" | awk '{print $NF}' | tr -d '[:space:]')
-	tmux_refresh_interval=$((tmux_refresh_interval))
-	local print_alert="#[fg=$THEME_RED,bold,bg=$THEME_BG] \
+    local tmux_refresh_interval=$(tmux show-option -g status-interval)
+    local tmux_refresh_interval=$(echo "$tmux_refresh_interval" | awk '{print $NF}' | tr -d '[:space:]')
+    local tmux_refresh_interval=$((tmux_refresh_interval))
+
+    local print_alert="#[fg=$THEME_RED,bold,bg=$THEME_BG] \
 $NERD_FONT_SEPARATOR \
 $NERD_FONT_MEETING \
-$start_time $title ($minutes_till_meeting minutes)"
+$start_time $title ($minutes_till_meeting minutes) "
 
-	if [[ $(( $ALERT_POPUP_BEFORE_SECONDS - $tmux_refresh_interval )) -lt 0 ]]; then
-		echo "Error: ALERT_POPUP_BEFORE_SECONDS must be greater than tmux_refresh_interval"
-	fi
+    if ((ALERT_POPUP_BEFORE_SECONDS <= tmux_refresh_interval)); then
+        echo "Error: ALERT_POPUP_BEFORE_SECONDS must be greater than tmux_refresh_interval" >&2
+        return
+    fi
 
-	if [[ $minutes_till_meeting -lt $ALERT_IF_IN_NEXT_MINUTES && \
-		$epoc_diff -gt $ALERT_POPUP_BEFORE_SECONDS ]]; then
-		echo "$print_alert"
-	elif [[ $epoc_diff -le $ALERT_POPUP_BEFORE_SECONDS && \
-		$epoc_diff -gt $(( $ALERT_POPUP_BEFORE_SECONDS - $tmux_refresh_interval )) ]]; then
-		echo "$print_alert"
-		display_popup
-	else
-		echo "#[bold,bg=$THEME_BG] $NERD_FONT_SEPARATOR $NERD_FONT_FREE "
-	fi
+    if ((minutes_till_meeting < ALERT_IF_IN_NEXT_MINUTES)) && ((epoc_diff > ALERT_POPUP_BEFORE_SECONDS)); then
+        echo "$print_alert"
+    elif ((epoc_diff <= ALERT_POPUP_BEFORE_SECONDS)) && ((epoc_diff > (ALERT_POPUP_BEFORE_SECONDS - tmux_refresh_interval))); then
+        echo "$print_alert"
+        display_popup
+    else
+        echo "#[bold,bg=$THEME_BG] $NERD_FONT_SEPARATOR $NERD_FONT_FREE "
+    fi
 }
 
 main() {
+    check_ical_buddy
+
     get_next_meeting
+
     parse_result "${next_meeting[@]}"
+
     calculate_times
-    if [[ "${next_meeting[*]}" != "" && $number_of_attendees -lt 2 ]]; then
+    if [[ -n "${next_meeting[*]}" && $num_attendees -lt 2 ]]; then
         get_next_next_meeting
+
         parse_result "${next_next_meeting[@]}"
+
         calculate_times
     fi
+
     print_tmux_status
 }
 
 main
+
diff --git a/tmux/.config/tmux/tmux.conf b/tmux/.config/tmux/tmux.conf
index 104f980..b1e2642 100644
--- a/tmux/.config/tmux/tmux.conf
+++ b/tmux/.config/tmux/tmux.conf
@@ -6,15 +6,6 @@ set-option -g prefix C-a
 unbind r
 bind R source-file ~/.config/tmux/tmux.conf; display-message "Config reloaded.."
 
-# # unbind-key “x” from it’s current job of “ask and then close”
-# unbind-key x
-# # rebind-key it to just “close”
-# bind-key x kill-pane
-# # unbind-key “x” from it’s current job of “ask and then close”
-# bind-key X kill-session
-
-set-option -g detach-on-destroy off
-
 # Session management
 bind S command-prompt -p "New Session:" "new-session -A -s '%%' -c ~"
 
@@ -30,6 +21,13 @@ bind w display-popup -E "tmux list-windows -F '#{window_index} #{window_name} (#
 # Use choose-tree for interactive session and window navigation
 bind-key W choose-tree -Zw
 
+# # Define a shell function to perform the search and display results in a tmux popup
+# tmux_search() {
+#     display-popup -E -t 3 "$(grep -nri "$1" .)"
+# }
+#
+# # Bind a key to trigger the search function
+# bind-key / command-prompt -p "Search term:" "run-shell 'tmux_search \"%%\"'"
 # Bind a key to run the switch_or_create_session function
 bind-key -r f run-shell "tmux neww -n tmux_sessonizer ~/.local/bin/tmux_sessionizer"
 
@@ -52,6 +50,7 @@ bind j select-pane -D
 # List windows
 bind p previous-window
 bind n next-window
+bind Y last-window
 
 # Quick renaming
 bind C switch-client -n -t "#{session_name}"
@@ -90,7 +89,7 @@ set-window-option -g aggressive-resize off
 # Seamless navigation with neovim panes
 is_vim="ps -o state= -o comm= -t '#{pane_tty}' | grep -iqE '^[^TXZ ]+ +(\\S+\\/)?g?(view|n?vim?x?)(diff)?$'"
 
-# Navigate panes 
+# Navigate panes
 bind-key -n C-h if-shell "$is_vim" 'send-keys C-h' 'select-pane -L'
 bind-key -n C-j if-shell "$is_vim" 'send-keys C-j' 'select-pane -D'
 bind-key -n C-k if-shell "$is_vim" 'send-keys C-k' 'select-pane -U'
@@ -101,47 +100,41 @@ set -g @plugin 'tmux-plugins/tpm'
 set -g @plugin 'tmux-plugins/tmux-sensible'
 set -g @plugin 'tmux-plugins/tmux-resurrect'
 set -g @plugin 'tmux-plugins/tmux-continuum'
-set -g @plugin 'tmux-plugins/tmux-prefix-highlight'
 set -g @plugin 'rickstaa/tmux-notify'
 
-set -g @tpm_install_dir "$HOME/.config/tmux/plugins/"
+set -g @tpm_install_dir "$HOME/.config/tmux/plugins"
 
-set -g status-left "#(echo -e '\033]50;SetProfile=MesloLGS NF\007')"
-set -g status-left '#[fg=#282c35,bold,bg=#98C379] 󱌄 #S '
-set -g status-right '#{prefix_highlight} #[fg=grey,bold,bg=#2c323c] %a %Y-%m-%d %H:%M #($HOME/.config/tmux/scripts/cal.sh)'
+run-shell "tmux source-file $HOME/.config/tmux/tmux.\${TMUX_THEME:-default}.theme"
 
 set -g status-justify left
-set -g status-interval 3
+set -g status-interval 5
 set -g status-left-length 200
 set -g status-right-length 200
 set -g status-position top
-set -g status-style bg='#2c323c'
 
-set -g window-status-format "#[fg=#828997, bg=#2c323c] #I #W"
-set -g window-status-current-format "#[fg=#61afef, bg=#2c323c] 󰆤#I #W" 
-set -g window-style 'fg=white,bg=#262a2c'
 
-# Set status line
-# set -g status-right '#[fg=blue]#(date "+%%H:%%M %%d-%%b-%%yi")'
-# set -g status-left 'Session: #S | Host: #{hostname} | '
-# set -g status-right '#{?window_bigger,[#[fg=green]\u25B2#[fg=default]],}'  # Display arrow if the window has more lines
-# set -g status-right '#{?window_smaller,[#[fg=red]\u25BC#[fg=default]],}'  # Display arrow if the window has fewer lines
-# set -g status-right '#{?client_prefix,#[reverse]<Prefix>#[noreverse] ,}'  # Display prefix indicator
-# set -g status-right '#{?pane_in_mode,[#[fg=yellow]Copy Mode#[fg=default]],}'  # Display copy mode indicator
-# set -g status-right ' #{=21:pane_title}'  # Display pane title
+set -g @continuum-save-interval 15
+set -g @continuum-restore 'on'
+set -g @continuum-save-path "$HOME/.config/tmux/resurrect"
+
+set -g @notify_show_alerts 'on'
+set -g @notify_show_messages 'on'
+set -g @notify_show_activity 'on'
+set -g @notify_show_monitor_activity 'on'
+
+set -g @resurrect-capture 'C'
+set -g @resurrect-save 'R'
+set -g @resurrect-save-script 'yes'
+set -g @resurrect-save-path "$HOME/.config/tmux/resurrect"
 
 # Renaming Session the current dir's name
 set-option -g automatic-rename on
 set-option -g automatic-rename-format '#{b:pane_current_path}'
 
-set -g @prefix_highlight_fg '#282c35' # default is 'colour231'
-set -g @prefix_highlight_bg '#61afef'  # default is 'colour04'
-set -g @prefix_highlight_prefix_prompt 'P'
-
 # Default TMUX keybindings
-bind c new-window
-bind '"' split-window -h
-bind % split-window -v
+bind c new-window -c '#{pane_current_path}'
+bind '"' split-window -h -c '#{pane_current_path}'
+bind % split-window -v -c '#{pane_current_path}'
 bind h select-pane -L
 bind l select-pane -R
 bind Left select-pane -L
@@ -206,3 +199,4 @@ bind-key : command-prompt
 bind-key -n F5 show-buffer
 
 run '$HOME/.config/tmux/plugins/tpm/tpm'
+
diff --git a/tmux/.config/tmux/tmux.default.theme b/tmux/.config/tmux/tmux.default.theme
new file mode 100644
index 0000000..2b34d82
--- /dev/null
+++ b/tmux/.config/tmux/tmux.default.theme
@@ -0,0 +1,17 @@
+# Set status line
+set -g status-left "#(echo -e '\033]50;SetProfile=MesloLGS NF\007')"
+set -g status-left '#[fg=#272A30,bold,bg=green] 󱌄 #S '
+set -g status-right '#{?client_prefix,#[bg=red],} #[fg=#8F908A,bold,bg=#2E323C] %a %Y-%m-%d %H:%M #($HOME/.config/tmux/scripts/cal.sh)'
+set -g status-style 'bg=#2E323C'
+
+# Set window style
+set -g window-status-format '#[fg=#8F908A,bg=#2E323C] #I #W'
+set -g window-status-current-format '#[fg=blue,bg=#2E323C] 󰆤#I #W'
+set -g window-style 'fg=#f8f8f0,bg=#26292C'
+set -g window-status-style 'fg=blue,bg=#2E323C'
+
+# Set status line
+set -g pane-border-style 'bg=#2E323C'
+set -g pane-active-border-style 'fg=blue'
+set -g message-style 'fg=#2E323C,bg=#B1B1B1'
+
diff --git a/tmux/.config/tmux/tmux.light.theme b/tmux/.config/tmux/tmux.light.theme
new file mode 100644
index 0000000..f2ad749
--- /dev/null
+++ b/tmux/.config/tmux/tmux.light.theme
@@ -0,0 +1,17 @@
+# Set status line
+set -g status-left "#(echo -e '\033]50;SetProfile=MesloLGS NF\007')"
+set -g status-left '#[fg=#073642,bold,bg=#dcd6c5] 󱌄 #S '
+set -g status-right '#{?client_prefix,#[bg=red],} #[fg=white,bold,bg=brightblack] %a %Y-%m-%d %H:%M #($HOME/.config/tmux/scripts/cal.sh)'
+set -g status-style 'bg=#002b36'
+
+# Set window style
+set -g window-status-format '#[fg=white,bg=brightblack] #I #W'
+set -g window-status-current-format '#[fg=blue,bg=brightblack] 󰆤#I #W'
+set -g window-style 'fg=#586e75,bg=#fdf6e3'
+set -g window-status-style 'fg=#839496,bg=brightblack'
+
+# Additional settings
+set -g pane-border-style 'bg=brightblack'
+set -g pane-active-border-style 'fg=blue'
+set -g message-style 'fg=white,bg=brightblack'
+
diff --git a/vim/.vim/.netrwhist b/vim/.vim/.netrwhist
index 8d1ecf8..6ed247e 100755
--- a/vim/.vim/.netrwhist
+++ b/vim/.vim/.netrwhist
@@ -1,4 +1,8 @@
 let g:netrw_dirhistmax  =10
-let g:netrw_dirhistcnt =2
+let g:netrw_dirhistcnt =6
+let g:netrw_dirhist_6='/Users/jfraeys/.dotfiles/nvim/.config/nvim/lua/custom/plugins'
+let g:netrw_dirhist_5='/Users/jfraeys/Documents/projects/job-req/resume-recomm/job_req_resume_recomm'
+let g:netrw_dirhist_4='/Users/jfraeys/Documents/projects/job-req/resume-recomm'
+let g:netrw_dirhist_3='/Users/jfraeys/Documents/projects/job-req/resume-recomm/job_req_resume_recomm'
 let g:netrw_dirhist_2='/Users/jeremiefraeys/.ssh'
 let g:netrw_dirhist_1='/Users/jeremiefraeys/.oh-my-zsh'
diff --git a/vim/.vimrc b/vim/.vimrc
index a1daa53..e2eb3a9 100755
--- a/vim/.vimrc
+++ b/vim/.vimrc
@@ -1,4 +1,5 @@
-lt g:TerminusFocusReporting=0
+let g:TerminusFocusReporting = 0
 let g:molokai_original = 1
 
 set autoindent expandtab tabstop=4 shiftwidth=4
+
diff --git a/yabai/.config/yabai/yabairc b/yabai/.config/yabai/yabairc
index d56ea21..cc47ab1 100755
--- a/yabai/.config/yabai/yabairc
+++ b/yabai/.config/yabai/yabairc
@@ -1,4 +1,4 @@
-#!/usr/bin/env sh
+#/usr/bin/env sh
 # global settings
 yabai -m config mouse_follows_focus          off
 yabai -m config focus_follows_mouse          off
@@ -7,7 +7,7 @@ yabai -m config window_topmost               off
 yabai -m config window_opacity               off
 yabai -m config window_opacity_duration      0.0
 yabai -m config window_shadow                off
-yabai -m config window_border                off 
+yabai -m config window_border                off
 yabai -m config window_border_width          4
 
 yabai -m config active_window_opacity        1.0
@@ -20,12 +20,13 @@ yabai -m config mouse_action2                resize
 
 # general space settings
 yabai -m config layout                       bsp
-yabai -m config top_padding                  10
+yabai -m config top_padding                   5
 yabai -m config bottom_padding               50
-yabai -m config left_padding                 10
-yabai -m config right_padding                10
-yabai -m config window_gap                   10
+yabai -m config left_padding                  5
+yabai -m config right_padding                 5
+yabai -m config window_gap                    3
 
-yabai -m config --sapce 2 window_gap 0
+yabai -m config --space 2 window_gap 0
 
 echo "yabai configuration loaded.."
+
diff --git a/zsh/.zprofile b/zsh/.zprofile
index 8cd6dec..fb20de7 100755
--- a/zsh/.zprofile
+++ b/zsh/.zprofile
@@ -1,3 +1,19 @@
+if [[ -z "$XDG_CONFIG_HOME" ]]; then
+  export XDG_CONFIG_HOME="$HOME/.config"
+fi
+
+if [[ -z "$XDG_CACHE_HOME" ]]; then
+  export XDG_CACHE_HOME="$HOME/.cache"
+fi
+
+if [[ -z "$XDG_DATA_HOME" ]]; then
+  export XDG_DATA_HOME="$HOME/.local/share"
+fi
+
+if [[ -z "$XDG_STATE_HOME" ]]; then
+  export XDG_STATE_HOME="$HOME/.local/state"
+fi
+
 export ITERM_ENABLE_SHELL_INTEGRATION_WITH_TMUX=YES
 
 if [[ -n $SSH_CONNECTION ]]; then
@@ -10,17 +26,41 @@ export PYENV_ROOT="$HOME/.pyenv"
 [[ -d $PYENV_ROOT/bin ]] && export PATH="$PYENV_ROOT/bin:$PATH"
 eval "$(pyenv init -)"
 
-export PATH=$PATH:/usr/local/bin/
+# set PATH so it includes user's private ~/.local/bin if it exists
+if [ -d "$HOME/.local/bin" ] ; then
+    PATH="$HOME/.local/bin:$PATH"
+fi
+
 chmod -R ug+rwx "$HOME/.local/bin/"
 export FZF_DEFAULT_OPTS='--height 40% --layout=reverse --border'
 
 # Add RVM to PATH for scripting. Make sure this is the last PATH variable change.
-export PATH="$PATH:$HOME/.rvm/bin"´
+export PATH="$PATH:$HOME/.rvm/bin"
+
+# Add Golang to PATH
+export GOPATH="$HOME/Documents/projects:$HOME/go"
+export PATH="$PATH:$(go env GOPATH)/bin"
+
+# # Function to activate Python virtual environment if found
+activate_python_env() {
+    local env_dir
+    # env_dir=$(find . -type f -name activate -exec dirname {} \;)
+    env_dir=$(fd -H -I -t f -d 3 'activate$' | xargs dirname)
+    if [ -n "$env_dir" ]; then
+        source "$env_dir/activate"
+    else
+        echo "No Python virtual environment found in the current directory or its subdirectories."
+    fi
+}
+alias act='activate_python_env'
 
 alias python="python3"
 alias vim="nvim"
-alias tn="tmux new -s (pwd | sed 's/.*\///g')"
+# alias docker="$HOME/.local/bin/docker_check.sh"
+alias tn="tmux new -s $(pwd | sed 's/.*\///g')"
 alias cat="bat --paging=never"
+alias grep="grep --color=auto"
+alias ll="ls -alF"
 
 # set bat to highlight --help messages
 alias bathelp='bat --plain --language=help'
@@ -32,11 +72,3 @@ help() {
 alias -g -- -h='-h 2>&1 | bat --language=help --style=plain'
 alias -g -- --help='--help 2>&1 | bat --language=help --style=plain'
 
-# dir location alias
-alias projects="cd ~/projects"
-alias download="cd ~/Download"
-alias document="cd ~/Document"
-alias config="cd ~/.config"
-alias .tmux.conf="nvim ~/.tmux.conf"
-alias research="cd ~/Google\ Drive/My\ Drive/School/UoGuelph/MSc/Research/soft_skills_job_desc/jfraeysd/"
-
diff --git a/zsh/.zshrc b/zsh/.zshrc
index 0ad7201..dad44e7 100755
--- a/zsh/.zshrc
+++ b/zsh/.zshrc
@@ -8,6 +8,8 @@ export PATH="$HOME/.local/bin:$PATH"
 # Path to your oh-my-zsh installation.
 export ZSH="$HOME/.oh-my-zsh"
 
+export UPDATE_ZSH_DAYS=1
+
 # Set name of the theme to load --- if set to "random", it will
 # load a random theme each time oh-my-zsh is loaded, in which case,
 # to know which specific one was loaded, run: echo $RANDOM_THEME
@@ -59,6 +61,16 @@ ZSH_THEME="powerlevel10k/powerlevel10k"
 # much, much faster.
 # DISABLE_UNTRACKED_FILES_DIRTY="true"
 
+# autoload -Uz add-zsh-hook
+
+# move_curor_to_bottom() {
+#     [[ -n ${PIN_PROMPT_NEWLINE+1} ]] && echo
+#     tput cup $LINES
+# }
+
+# move_curor_to_bottom
+# add-zsh-hook preexec move_curor_to_bottom
+
 # Uncomment the following line if you want to change the command execution time
 # stamp shown in the history command output.
 # You can set one of the optional three formats:
@@ -77,9 +89,11 @@ ZSH_CUSTOM=$HOME/.oh-my-zsh/custom
 # Add wisely, as too many plugins slow down shell startup.
 plugins=(
 	git
+	docker
 	zsh-syntax-highlighting
 	zsh-autosuggestions
 	macos
+	autoupdate
 )
 
 export ZSH_AUTOSUGGEST_STRATEGY=(
@@ -123,21 +137,25 @@ source ~/.zprofile
 
 # >>> conda initialize >>>
 # !! Contents within this block are managed by 'conda init' !!
-__conda_setup="$('/Users/jfraeys/yes/bin/conda' 'shell.zsh' 'hook' 2> /dev/null)"
+__conda_setup="$('/usr/local/Caskroom/miniforge/base/bin/conda' 'shell.zsh' 'hook' 2> /dev/null)"
 if [ $? -eq 0 ]; then
     eval "$__conda_setup"
 else
-    if [ -f "/Users/jfraeys/yes/etc/profile.d/conda.sh" ]; then
-        . "/Users/jfraeys/yes/etc/profile.d/conda.sh"
+    if [ -f "/usr/local/Caskroom/miniforge/base/etc/profile.d/conda.sh" ]; then
+        . "/usr/local/Caskroom/miniforge/base/etc/profile.d/conda.sh"
     else
-        export PATH="/Users/jfraeys/yes/bin:$PATH"
+        export PATH="/usr/local/Caskroom/miniforge/base/bin:$PATH"
     fi
 fi
 unset __conda_setup
 
-if [ -f "/Users/jfraeys/yes/etc/profile.d/mamba.sh" ]; then
-    . "/Users/jfraeys/yes/etc/profile.d/mamba.sh"
+if [ -f "/usr/local/Caskroom/miniforge/base/etc/profile.d/mamba.sh" ]; then
+    . "/usr/local/Caskroom/miniforge/base/etc/profile.d/mamba.sh"
 fi
-
-conda config --set auto_activate_base false
 # <<< conda initialize <<<
+
+eval "$(zoxide init --cmd cd zsh)"
+
+# To customize prompt, run `p10k configure` or edit ~/.dotfiles/p10k/.p10k.zsh.
+[[ ! -f ~/.dotfiles/p10k/.p10k.zsh ]] || source ~/.dotfiles/p10k/.p10k.zsh
+