Quarto mod8 mod9

_quarto.yml

@@ -79,6 +79,31 @@ website:
           - text: '   12.1. Exercises'
             href: modules/module1/module1-32-practicing_bar_charts.qmd
           - href: modules/module1/module1-34-what_did_we_just_learn.qmd
+      - section: "**Module 8: A Slice of NumPy and Advanced Data Wrangling**"
+        contents:
+          - href: modules/module8/module8-00-module_learning_outcomes.qmd
+          - href: modules/module8/module8-01-numpy_and_1d_arrays.qmd
+          - text: '   1.1. Exercises'
+            href: modules/module8/module8-02-numpy_and_array_questions.qmd
+          - href: modules/module8/module8-05-multi-dimensional_arrays.qmd
+          - text: '   2.1. Exercises'
+            href: modules/module8/module8-06-make_that_array.qmd
+          - href: modules/module8/module8-11-working_with_null_values.qmd
+          - text: '   3.1. Exercises'
+            href: modules/module8/module8-12-finding_and_dropping_null_values_questions.qmd
+          - href: modules/module8/module8-16-working_with_dates_and_time.qmd
+          - text: '   4.1. Exercises'
+            href: modules/module8/module8-17-datetime_quesitons.qmd
+          - href: modules/module8/module8-19-introduction_to_working_with_strings.qmd
+          - text: '   5.1. Exercises'
+            href: modules/module8/module8-20-string_questions.qmd
+          - href: modules/module8/module8-23-more_advanced_string_processing.qmd
+          - text: '   6.1. Exercises'
+            href: modules/module8/module8-24-advanced_string_questions.qmd
+          - href: modules/module8/module8-27-what_did_we_just_learn.qmd
+      - section: "**Module Closing Remarks**"
+        contents:
+          - href: modules/module9/module9-00-congratulations.qmd
 
 # Since we are declaring options for two formats here (html and revealjs)
 # each qmd file needs to include a yaml block including which format to use for that file.

data/cycling_data.csv

@@ -0,0 +1,34 @@
+Date,Name,Type,Time,Distance,Comments
+Sep-10-2019 17:13,Afternoon Ride,Ride,2084,12.62,Rain 
+Sep-11-2019 06:52,Morning Ride,Ride,2531,13.03,rain
+Sep-11-2019 17:23,Afternoon Ride,Ride,1863,12.52,Wet road but nice whether
+Sep-12-2019 07:06,Morning Ride,Ride,2192,12.84,Stopped for photo of sunrise
+Sep-12-2019 17:28,Afternoon Ride,Ride,1891,12.48,Tired by the end of the week.
+Sep-17-2019 06:57,Morning Ride,Ride,2272,12.45,Rested after the weekend!
+Sep-17-2019 17:15,Afternoon Ride,Ride,1973,12.45,Legs feeling strong!
+Sep-18-2019 06:43,Morning Ride,Ride,2285,12.6,Raining
+Sep-19-2019 06:49,Morning Ride,Ride,2903,14.57,Thankfully not raining today!
+Sep-18-2019 17:15,Afternoon Ride,Ride,2101,12.48,Pumped up tires
+Sep-19-2019 17:30,Afternoon Ride,Ride,48062,12.48,Feeling good
+Sep-20-2019 06:52,Morning Ride,Ride,2090,12.59,Getting colder which is nice
+Sep-20-2019 18:02,Afternoon Ride,Ride,2961,12.81,Feeling good
+Sep-24-2019 06:50,Morning Ride,Ride,2462,12.68,Rested after the weekend!
+Sep-24-2019 17:35,Afternoon Ride,Ride,2076,12.47,"Oiled chain, bike feels smooth"
+Sep-25-2019 06:41,Morning Ride,Ride,2321,12.68,Bike feeling much smoother
+Sep-25-2019 17:07,Afternoon Ride,Ride,1775,12.1,Feeling really tired
+Sep-26-2019 06:35,Morning Ride,Ride,2124,12.65,Stopped for photo of sunrise
+Sep-26-2019 17:13,Afternoon Ride,Ride,1860,12.52,raining
+Sep-27-2019 06:42,Morning Ride,Ride,2350,12.91,Detour around trucks at Jericho
+Sep-27-2019 18:00,Afternoon Ride,Ride,1712,12.47,Tired by the end of the week
+Oct-01-2019 06:53,Morning Ride,Ride,2118,12.71,Rested after the weekend!
+Oct-01-2019 17:15,Afternoon Ride,Ride,1732,,Legs feeling strong!
+Oct-02-2019 06:45,Morning Ride,Ride,2222,12.82,Beautiful morning! Feeling fit
+Oct-02-2019 17:13,Afternoon Ride,Ride,1756,,A little tired today but good weather
+Oct-03-2019 06:46,Morning Ride,Ride,2134,13.06,Bit tired today but good weather
+Oct-03-2019 17:45,Afternoon Ride,Ride,1724,12.52,Feeling good
+Oct-04-2019 06:47,Morning Ride,Ride,2182,12.68,Wet road
+Oct-04-2019 18:08,Afternoon Ride,Ride,1870,12.63,"Very tired, riding into the wind"
+Oct-10-2019 07:55,Morning Ride,Ride,2149,12.7,Really cold! But feeling good
+Oct-10-2019 18:10,Afternoon Ride,Ride,1841,12.59,Feeling good after a holiday break!
+Oct-11-2019 07:47,Morning Ride,Ride,2463,12.79,Stopped for photo of sunrise
+Oct-11-2019 18:16,Afternoon Ride,Ride,1843,11.79,"Bike feeling tight, needs an oil and pump"

data/cycling_data_dirty.csv

@@ -0,0 +1,34 @@
+Date,Name,Type,Time,Distance,Comments
+2019-09-09 7:13,Morning Ride,Ride,2084,12.62,Rain
+2019-09-09 20:52,Afternoon Ride,Ride,2531,13.03,rain
+2019-09-10 7:23,Morning Ride,Ride,1863,,Wet road but nice weather
+2019-09-10 21:06,Afternoon Ride,Ride,2192,12.84,Stopped for photo of sunrise
+2019-09-11 7:28,Morning Ride,Ride,1891,12.48,Tired by the end of the week
+2019-09-15 20:57,Afternoon Ride,Ride,2272,12.45,Rested after the weekend!
+2019-09-16 7:15,Morning Ride,Ride,1973,12.45,Legs feeling strong!
+2019-09-16 20:43,Afternoon Ride,Ride,2285,12.6,Raining
+2019-09-17 20:49,Afternoon Ride,Ride,2903,14.57,Raining today
+2019-09-17 7:15,Morning Ride,Ride,2101,12.48,Pumped up tires
+2019-09-18 7:30,Afternoon Ride,Ride,48062,12.48,Feeling good
+2019-09-18 20:52,Afternoon Ride,Ride,2090,12.59,Getting colder which is nice
+2019-09-19 8:02,Morning Ride,Ride,2961,12.81,Feeling good
+2019-09-22 20:50,Afternoon Ride,Ride,2462,12.68,Rested after the weekend!
+2019-09-23 7:35,Morning Ride,Ride,2076,12.47,"Oiled chain, bike feels smooth"
+2019-09-23 20:41,Afternoon Ride,Ride,2321,12.68,Bike feeling much smoother
+2019-09-24 7:07,Morning Ride,Ride,1775,12.1,Feeling really tired
+2019-09-24 20:35,Afternoon Ride,Ride,2124,12.65,Stopped for photo of sunrise
+2019-09-25 7:13,Morning Ride,Ride,1860,12.52,raining
+2019-09-25 20:42,Afternoon Ride,Ride,2350,12.91,Detour around trucks at Jericho
+2019-09-26 8:00,Morning Ride,Ride,1712,12.47,Tired by the end of the week
+2019-09-29 20:53,Afternoon Ride,Ride,2118,12.71,Rested after the weekend!
+2019-09-30 7:15,Morning Ride,Ride,1732,,Legs feeling strong!
+2019-09-30 20:45,Afternoon Ride,Ride,2222,12.82,Beautiful morning! Feeling fit
+2019-10-01 7:13,Morning Ride,Ride,1756,,A little tired today but good weather
+2019-10-01 20:46,Afternoon Ride,Ride,2134,13.06,Bit tired today but good weather
+2019-10-02 7:45,Morning Ride,Ride,1724,12.52,Feeling good
+2019-10-02 20:47,Afternoon Ride,Ride,2182,12.68,Wet road
+2019-10-03 8:08,Morning Ride,Ride,1870,12.63,"Very tired, riding into the wind"
+2019-10-08 20:55,Afternoon Ride,Ride,2149,12.7,Really cold! But feeling good
+2019-10-09 7:10,Morning Ride,Ride,1841,12.59,Feeling good after a holiday break!
+2019-10-09 20:47,Afternoon Ride,Ride,2463,12.79,Stopped for photo of sunrise
+2019-10-10 7:16,Morning Ride,Ride,1843,11.79,"Bike feeling tight, needs an oil and pump"

data/cycling_data_split_time.csv

@@ -0,0 +1,34 @@
+Year,Month,Day,Clock,Name,Type,Time,Distance,Comments
+2019,Sep,10, 17:13:04,Afternoon Ride,Ride,2084,12.62,Rain
+2019,Sep,11, 06:52:18,Morning Ride,Ride,2531,13.03,rain
+2019,Sep,11, 17:23:50,Afternoon Ride,Ride,1863,12.52,Wet road but nice weather
+2019,Sep,12, 07:06:19,Morning Ride,Ride,2192,12.84,Stopped for photo of sunrise
+2019,Sep,12, 17:28:05,Afternoon Ride,Ride,1891,12.48,Tired by the end of the week
+2019,Sep,17, 06:57:48,Morning Ride,Ride,2272,12.45,Rested after the weekend!
+2019,Sep,17, 17:15:47,Afternoon Ride,Ride,1973,12.45,Legs feeling strong!
+2019,Sep,18, 06:43:34,Morning Ride,Ride,2285,12.6,Raining
+2019,Sep,19, 06:49:53,Morning Ride,Ride,2903,14.57,Raining today
+2019,Sep,18, 17:15:52,Afternoon Ride,Ride,2101,12.48,Pumped up tires
+2019,Sep,19, 17:30:01,Afternoon Ride,Ride,48062,12.48,Feeling good
+2019,Sep,20, 06:52:09,Morning Ride,Ride,2090,12.59,Getting colder which is nice
+2019,Sep,20, 18:02:05,Afternoon Ride,Ride,2961,12.81,Feeling good
+2019,Sep,24, 06:50:41,Morning Ride,Ride,2462,12.68,Rested after the weekend!
+2019,Sep,24, 17:35:42,Afternoon Ride,Ride,2076,12.47,"Oiled chain, bike feels smooth"
+2019,Sep,25, 06:41:24,Morning Ride,Ride,2321,12.68,Bike feeling much smoother
+2019,Sep,25, 17:07:21,Afternoon Ride,Ride,1775,12.1,Feeling really tired
+2019,Sep,26, 06:35:41,Morning Ride,Ride,2124,12.65,Stopped for photo of sunrise
+2019,Sep,26, 17:13:33,Afternoon Ride,Ride,1860,12.52,raining
+2019,Sep,27, 06:42:43,Morning Ride,Ride,2350,12.91,Detour around trucks at Jericho
+2019,Sep,27, 18:00:18,Afternoon Ride,Ride,1712,12.47,Tired by the end of the week
+2019,Sep,1, 06:53:52,Morning Ride,Ride,2118,12.71,Rested after the weekend!
+2019,Oct,1, 17:15:07,Afternoon Ride,Ride,1732,NaN,Legs feeling strong!
+2019,Oct,2, 06:45:55,Morning Ride,Ride,2222,12.82,Beautiful morning! Feeling fit
+2019,Oct,2, 17:13:09,Afternoon Ride,Ride,1756,NaN,A little tired today but good weather
+2019,Oct,3, 06:46:06,Morning Ride,Ride,2134,13.06,Bit tired today but good weather
+2019,Oct,3, 17:45:22,Afternoon Ride,Ride,1724,12.52,Feeling good
+2019,Oct,4, 06:47:36,Morning Ride,Ride,2182,12.68,Wet road
+2019,Oct,4, 18:08:08,Afternoon Ride,Ride,1870,12.63,"Very tired, riding into the wind"
+2019,Oct,10, 07:55:40,Morning Ride,Ride,2149,12.7,Really cold! But feeling good
+2019,Oct,10, 18:10:31,Afternoon Ride,Ride,1841,12.59,Feeling good after a holiday break!
+2019,Oct,11, 07:47:14,Morning Ride,Ride,2463,12.79,Stopped for photo of sunrise
+2019,Oct,11, 18:16:57,Afternoon Ride,Ride,1843,11.79,"Bike feeling tight, needs an oil and pump"

environment.yaml

@@ -9,7 +9,7 @@ dependencies:
     - scipy
     - matplotlib
     - jupyter
-    - quarto
+    - quarto=1.6.43
     - pip
 
 

modules/module1/slides/module1_29.qmd

@@ -105,6 +105,7 @@ If we did instead use double square brackets with `pd.value_counts()`, we would
 ## Saving a dataframe
 
 ```{python}
+# | eval: false
 mfr_freq.to_csv('data/mfr_frequency.csv', index=False)
 ```
 

modules/module8/module8-00-module_learning_outcomes.qmd

@@ -0,0 +1,29 @@
+---
+format:
+  html:
+    page-layout: full
+---
+
+# 0. Module Learning Outcomes
+
+::: {.panel-tabset .nav-pills}
+
+## Video
+
+<iframe
+    class="video"
+    src="https://www.youtube.com/embed/SsBSqNNMAjY?start=0&end=59&rel=0" 
+    title="Module 8 Video - Module Learning Outcomes"
+    frameborder="0"
+    allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
+    allowfullscreen
+></iframe>
+
+## Slides
+
+<iframe
+    class="slide-deck"
+    src="slides/module8_00.html"
+></iframe>
+
+:::

modules/module8/module8-01-numpy_and_1d_arrays.qmd

@@ -0,0 +1,29 @@
+---
+format:
+  html:
+    page-layout: full
+---
+
+# 1. NumPy and 1D Arrays
+
+::: {.panel-tabset .nav-pills}
+
+## Video
+
+<iframe
+    class="video"
+    src="https://www.youtube.com/embed/yz6Wwa2MkQA?start=5552&end=6133&rel=0" 
+    title="Module 8 Video - NumPy and 1D Arrays"
+    frameborder="0"
+    allow="accelerometer; autoplay; clipboard-write; encrypted-media; gyroscope; picture-in-picture"
+    allowfullscreen
+></iframe>
+
+## Slides
+
+<iframe
+    class="slide-deck"
+    src="slides/module8_01.html"
+></iframe>
+
+:::