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diff --git a/docs/classes/week_07.md b/docs/classes/week_07.md
index 2e0d3e5..3d8dddd 100644
--- a/docs/classes/week_07.md
+++ b/docs/classes/week_07.md
@@ -14,15 +14,24 @@ No lecture due to a public holiday
 
 * Don't focus on the technical details
 
+## Code
+
+* [Instructor Code][instructor] from the three text analytics classes.
+
 ## Lab Assignment
 
 :fontawesome-solid-scroll: [paper] discussed in Exercise 2.
 
 :fontawesome-brands-github: [Assignment Questions][lab]
 
+* [Partial Solutions][solutions]
+
+
 
 [tidytext]: https://www.tidytextmining.com/
 [vader]: https://ojs.aaai.org/index.php/ICWSM/article/view/14550/14399
 [stm]: https://github.com/bstewart/stm/blob/master/vignettes/stmVignette.pdf?raw=true
 [lab]: https://github.com/tisem-digital-marketing/smwa-lab-intro-text
-[paper]: https://www.aeaweb.org/articles?id=10.1257/aer.104.8.2421
\ No newline at end of file
+[paper]: https://www.aeaweb.org/articles?id=10.1257/aer.104.8.2421
+[solutions]: ../assets/labs/lab_text-intro_solution.pdf
+[instructor]: ../assets/lectures/week-07/instructor.zip
\ No newline at end of file
diff --git a/docs/index.md b/docs/index.md
index 8a46fd0..68885b9 100644
--- a/docs/index.md
+++ b/docs/index.md
@@ -5,7 +5,7 @@ Welcome to the course website for **Social Media and Web Analytics** at TiSEM in
 This course introduces students to a marketing analytics toolkit that can be used to analyse data originating from digital markets and social media.
 
 
-!!! tip "Site is Live: Information is accurate as of 20th May, 2024"
+!!! tip "Site is Live: Information is accurate as of 29th May, 2024"
 
 
 ## Important Information