data-6-berkeley · brandosu · Aug 26, 2026 · Aug 24, 2026 · Aug 24, 2026 · Aug 26, 2026
diff --git a/_announcements/week-1.md b/_announcements/week-1.md
@@ -0,0 +1,15 @@
+---
+title: Week 1 Announcement
+week: 1
+date: 2026-08-26
+---
+
+## Office Hours
+- JP (SOCS 350J) from 12pm - 2pm on Mondays
+- John (SOCS 350J) from 12pm - 2pm on Mondays
+- Brandon (Gateway B1040E) from 12:30pm - 2pm on Thursdays
+
+## Discussion & Lab Due
+- [Discussion 1]()
+- [Lab 1]()
+
diff --git a/_config.yml b/_config.yml
@@ -32,7 +32,7 @@ url: 'https://data6.org' # the hostname & protocol for your site, e.g. http://ex
 # TODO(setup): Set all of these course variables
 course: Data 6
 course_email: 
-gradescope_course_id: 1331690 # you can find this in the Gradescope URL after /courses
+gradescope_course_id: 1362504 # you can find this in the Gradescope URL after /courses
 bcourses_course_id: 1556887 # Same as above, but for bCourses. Leave blank if not in use...
 ed_course_id: 101240 # Again, same as above.
 sememster: fa26 # set for the current seemester

diff --git a/_data/discussions.yml b/_data/discussions.yml
@@ -14,32 +14,45 @@
 # link overrides the default link to the discussion page from the collection if
 # you provided a slug or provides an external link
 discussions:
-  - title: Weapons of Math Destruction
-    link: https://drive.google.com/drive/folders/1smblQuQSA7cDw1sBA9tGrmqhR34Pru25?usp=drive_link
-    date: 2026-07-10
-  - title: Array Operations & Table Methods
-    link: https://drive.google.com/drive/folders/1ISFmBWdEdeIFgRWXeKHiejL14TAf8Kl1?usp=drive_link
-    date: 2026-07-10
-  - title: Quiz 1 Retros
-    link: https://easyretro.io/publicboard/dpdLysoRBJgS0TSPiKLZDVEgc1W2/af8b6732-8d51-4b46-97eb-c03c4307b067
-    date: 2026-07-17
-  - title: Data Visualization
-    link: https://drive.google.com/drive/folders/1Zn57ZB7FFRF7etOUHa0lSkdGC-uEmusE?usp=drive_link
-    date: 2026-07-17
-  - title: UC Berkeley Graduate Admissions Data
-    link: https://drive.google.com/drive/folders/1YdeOJoEjc0VxbBGTxAtQEuaQg97l5xkr?usp=drive_link
-    date: 2026-07-24
+  - title: Course Questions
+    link: https://docs.google.com/presentation/d/108UPwAYAGVVauozM0jIeAmLemr8Nv5Mvk4Mab2y0aA8/edit?slide=id.g3fadccd92bd_2_231#slide=id.g3fadccd92bd_2_231
+    date: 2026-08-28
+  - title: Considering Fractions
+    # link: https://drive.google.com/drive/folders/1smblQuQSA7cDw1sBA9tGrmqhR34Pru25?usp=drive_link
+    date: 2026-09-04
+  - title: Documentation, Array Operations and Table Methods
+    # link: https://drive.google.com/drive/folders/1ISFmBWdEdeIFgRWXeKHiejL14TAf8Kl1?usp=drive_link
+    date: 2026-09-11
+  - title: Reflexivity
+    # link: https://easyretro.io/publicboard/dpdLysoRBJgS0TSPiKLZDVEgc1W2/af8b6732-8d51-4b46-97eb-c03c4307b067
+    date: 2026-09-18
+  - title: Quiz 1 Review
+    # link: https://drive.google.com/drive/folders/1Zn57ZB7FFRF7etOUHa0lSkdGC-uEmusE?usp=drive_link
+    date: 2026-09-25
+  - title: Visualizations
+    # link: https://drive.google.com/drive/folders/1YdeOJoEjc0VxbBGTxAtQEuaQg97l5xkr?usp=drive_link
+    date: 2026-10-02
+  - title: Simpson's Paradox
+    # link: https://drive.google.com/drive/folders/1aGN5n7CwV9Yuw9Ho7WqDckmQ9pNPCypV?usp=drive_link
+    date: 2026-10-09
   - title: Quiz 2 Review
-    link: https://drive.google.com/drive/folders/1aGN5n7CwV9Yuw9Ho7WqDckmQ9pNPCypV?usp=drive_link
-    date: 2026-07-24
-  - title: Reliability and Statistics
-    link: https://drive.google.com/drive/folders/1KorYQ2-AE-DySHlazRlk2qfVRm7aTcKt?usp=drive_link
-    date: 2026-07-31
-  - title: Dictionaries and Bag of Words
-    link: https://drive.google.com/drive/folders/1KorYQ2-AE-DySHlazRlk2qfVRm7aTcKt?usp=drive_link
-    date: 2026-07-31
-  - title: Ethical Principles of AI
-    link: https://drive.google.com/file/d/1aKHn68KnBZiOm8aR5hU5HYVfa-4EHYcj/view?usp=drive_link
-    date: 2026-08-07
-  - slug: tf-idf
-    date: 2026-08-07
+    # link: https://drive.google.com/drive/folders/1KorYQ2-AE-DySHlazRlk2qfVRm7aTcKt?usp=drive_link
+    date: 2026-10-16
+  - title: Measurement
+    # link: https://drive.google.com/drive/folders/1KorYQ2-AE-DySHlazRlk2qfVRm7aTcKt?usp=drive_link
+    date: 2026-10-23
+  - title: Dictionaries # Ethical Principles of AI
+    # link: https://drive.google.com/file/d/1aKHn68KnBZiOm8aR5hU5HYVfa-4EHYcj/view?usp=drive_link
+    date: 2026-10-30
+  - title: Data Privacy, Join, Group, Pivots
+    # link: 
+    date: 2026-11-06
+  - title: Iterations & Algorithms
+    # link: 
+    date: 2026-11-13
+  - title: Functions and Conditionals
+    # link: 
+    date: 2026-11-20
+  - title: Final Project Working Time
+    # link: 
+    date: 2026-12-04
diff --git a/_data/homework-due.yml b/_data/homework-due.yml
@@ -4,11 +4,15 @@
 # they also implemented lab-due functionality
 homework-due:
   - skip: true
-  - skip: true
-  - title: Introduction to Python 
+  - title: Introduction to Python and Jupyter
   - title: Arrays and Table Fundamentals
-  - title: Visualizations
-  - title: Functions, Algorithms, and Measurements
   - skip: true
-  - title: Functions and Conditionals
-  # - title: Education, Admissions, and Simpson’s Paradox
+  - skip: true
+  - skip: true
+  - title: Visualizations & Variables
+  - skip: true
+  - skip: true
+  - title: Dictionaries
+  - skip: true
+  - skip: true
+  - title: Functions and Conditionals
diff --git a/_data/homework.yml b/_data/homework.yml
@@ -13,15 +13,17 @@
 # link overrides the default link to the homework page from the collection if 
 # you provided a slug or provides an external link
 homework:
-  - title: Homework 1 (due 9/3 by 9pm)
+  - title: Homework 1 (due 9/9 by 11:59pm)
     # link: 
+  - title: Homework 2 (due 9/16 by 11:59pm)
+    # link: 
+  - skip: true
   - skip: true
   - skip: true
+  - title: Homework 3 (due 10/7 by 11:59pm)
   - skip: true
   - skip: true
+  - title: Homework 4 (due 11/4 by 11:59pm)
   - skip: true
-  - title: Homework 2 (due 10/15 by 9pm)
-  - title: Homework 3 (due 10/22 by 9pm)
-  - title: Homework 4 (due 10/29 by 9pm)
   - skip: true
-  - title: Homework 5 (due 11/12 by 9pm)
+  - title: Homework 5 (due 11/25 by 11:59pm)
diff --git a/_data/labs.yml b/_data/labs.yml
@@ -14,30 +14,30 @@
 # you provided a slug or provides an external link
 labs:
   - title: Introductions, What is Data Science, Notebooks
-    link:
-  - title: Weapons of Math Destruction; Using notebooks
-    link:
+    link: 
   - title: Python Names
+    link:
+  - title: Print, Arrays, & Tables
     link: 
   - title: Reflexivity 
     link: 
-  - title: Arrays
+  - title: TODO Need Lab
     link: 
-  - title: Variables & Tables
+  - title: Visualizations
     link: 
-  - title: Table Practice
+  - title: Food Safety
     link: 
-  - title: Grouping, Pivots, & Joining
+  - title: Summary Statistics
     link: 
-  - title: Conditionals & Iteration
+  - title: TODO Need Lab
     link: 
-  - title: Conditionals
+  - title: Dictionaries
     link: 
-  - title: Statistics
+  - title: Pivots & Joins | BeautifulSoup
     link: 
-  - title: Visualizations
+  - title: Iterations
     link:
-  - title: Dictionaries, JSON
+  - title: Functions
     link: 
   - title: <b>Holiday - No lab</b>
     nonumber: true 

diff --git a/_data/lectures.yml b/_data/lectures.yml
@@ -19,22 +19,23 @@
 # providing the readings field.
 
 lectures:
-  - slug: names
-  - slug: data-types
+  - slug: data-types-arrays
+  - slug: tables
   - title: <b>Holiday - No Lecture</b>
     nonumber: true
-  - slug: arrays
-  - slug: tables
   - slug: filtering
-  - slug: grouping
+  - slug: visualizations
+  - slug: variables
+  - slug: stats
+  - slug: measurement
+  - slug: dictionaries
+  - slug: pivots-joins
   - slug: control
   - slug: functions
-  - slug: stats
-  - slug: visualizations
-  - slug: files
   - slug: computational-social-science
   - slug: ai-nlp
-  - slug: llm
+  - title: RRR Week
+    nonumber: true
   - title: Finals Week
     nonumber: true
 
diff --git a/_data/projects.yml b/_data/projects.yml
@@ -5,11 +5,11 @@
 # 1, 2, 3, etc. or A, B, C, etc. or whatever you want
 projects:
   - title: "Project 1"
-    date: 2026-09-14
+    date: 2026-09-21
     link: 
     label-number: 1
   - title: Project 2
-    date: 2026-10-19
+    date: 2026-10-26
     link: 
     label-number: 2
   - title: "Final Project (Written)"

diff --git a/_data/quizzes.yml b/_data/quizzes.yml
@@ -18,13 +18,13 @@ quizzes:
   - skip: true
   - skip: true
   - title: Quiz 1
-  - title: Quiz 1 Retake
   - skip: true
   - skip: true
   - title: Quiz 2
-  - title: Quiz 2 Retake
+  - skip: true
+  - skip: true
+  - skip: true
   - skip: true
   - title: Quiz 3
-  - title: Quiz 3 Retake
 
 
diff --git a/_data/readings.yml b/_data/readings.yml
@@ -20,5 +20,5 @@ readings:
   - title: Reading 10 (due 11/5 by 11:59pm)
   - title: Reading 11 (due 11/12 by 11:59pm)
   - title: Reading 12 (due 11/19 by 11:59pm)
-  - title: Reading 13 (due 11/25 by 11:59pm)
-  - title: Reading 14 (due 12/3 by 11:59pm)
+  - skip: true
+  - title: Reading 13 (due 12/3 by 11:59pm)
diff --git a/_data/syllabus.yml b/_data/syllabus.yml
@@ -10,18 +10,18 @@ end_date: "2026-12-18"
 # Any other days you want to appear on the calendar (e.g. for one-time events
 # like exams or bonus lectures) can be listed here. These appear in the second column.
 extra_days_col2:
-  - date: "2026-08-28"
-    title: Survey 1 (due 8/31 by 5pm)
-    label: survey
-    # link: 
-  - date: "2026-09-28"
-    title: Survey 2 (due 10/2 by 5pm)
-    label: survey
-    # link: 
-  - date: "2026-11-23"
-    title: Survey 3 (due 12/3 by 5pm)
+  - date: "2026-08-31"
+    title: Survey 1 (due 8/31 by 11:59pm)
     label: survey
     # link: 
+  # - date: "2026-09-28"
+  #   title: Survey 2 (due 10/2 by 5pm)
+  #   label: survey
+  #   # link: 
+  # - date: "2026-11-23"
+  #   title: Survey 3 (due 12/3 by 5pm)
+  #   label: survey
+  #  # link: 
   # - date: "2026-08-14"
   #   title: Final Exam
   #   label: exam
@@ -34,13 +34,13 @@ extra_links_col3:
 # For example, for a semester with Tu/Th lectures, put ['2', '4'].
 # For example, for a semester with MWF lectures, put ['1', '3', '5'].
 # For example, for a summer semester, put ['1', '2', '3', '4'].
-class_days: ['1',]
+class_days: ['1']
 lab_days: ['5']
 hw_days: ['1']
-hw_due_days: []
+hw_due_days: ['3']
 quiz_days: ['1']
-discussion_days: ['1']
-reading_days: ['1']
+discussion_days: ['5']
+reading_days: ['1'] # TODO should reading days be when they are due or when they are assigned (1 for assigned, 4 for due)
 
 # Where should we start automatically numbering each course component?
 # For example, if you set starting_homework_number to 0, then the first homework

diff --git a/_lectures/computational-social-science.md b/_lectures/computational-social-science.md
@@ -1,7 +1,7 @@
 ---
 published: true
-title: Computational Social Science & Qualitative Coding/Quant Focus (confusion matrix)
-presented_by: John Louis-Strakes Lopez and Jonathan A. Pedroza
+title: Computational Social Science
+presented_by: John Louis-Strakes Lopez
 # files:
 #   slides: 
 #   code: 

diff --git a/_lectures/data-types.md → _lectures/data-types-arrays.md b/_lectures/data-types.md → _lectures/data-types-arrays.md
@@ -1,7 +1,7 @@
 ---
 published: true
 presented_by: John Louis-Strakes Lopez 
-title: Data Types, Typecasting, Arrays
+title: Data Types, Arrays, & NumPy
 # files:
 #   slides: 
 #   pdf_slides:

diff --git a/_lectures/dictionaries.md b/_lectures/dictionaries.md
@@ -0,0 +1,13 @@
+---
+published: true
+presented_by: John Louis-Strakes Lopez 
+title: "File Formats, Dictionaries, JSON, & Beautiful Soup"
+# files:
+#   slides: 
+#   pdf_slides:
+#   code: 
+#   code_html:
+#   jupyter_notebook: 
+#   notes:
+# recording: 
+---
diff --git a/_lectures/filtering.md b/_lectures/filtering.md
@@ -1,7 +1,7 @@
 ---
 published: true
 presented_by: John Louis-Strakes Lopez 
-title: Table Practice; Filtering & Boolean Predicates 
+title: Filtering, Boolean Predicates, & Grouping
 # files:
 #   slides: 
 #   pdf_slides:

diff --git a/_lectures/measurement.md b/_lectures/measurement.md
@@ -0,0 +1,13 @@
+---
+published: true
+presented_by: John Louis-Strakes Lopez 
+title: "Measurement"
+# files:
+#   slides: 
+#   pdf_slides:
+#   code: 
+#   code_html:
+#   jupyter_notebook: 
+#   notes:
+# recording: 
+---
diff --git a/_lectures/pivots-joins.md b/_lectures/pivots-joins.md
@@ -0,0 +1,13 @@
+---
+published: true
+presented_by: John Louis-Strakes Lopez 
+title: "Pivots & Joining"
+# files:
+#   slides: 
+#   pdf_slides:
+#   code: 
+#   code_html:
+#   jupyter_notebook: 
+#   notes:
+# recording: 
+---
diff --git a/_lectures/stats.md b/_lectures/stats.md
@@ -1,7 +1,7 @@
 ---
 published: true
 presented_by: John Louis-Strakes Lopez 
-title: Summary Statistics & Measurement (Reliability & Validity)
+title: Summary Statistics & Specific Visualizations
 # files:
 #   slides: 
 #   pdf_slides: