feat: Add more video challenges (#38598)

Co-authored-by: Tom <20648924+moT01@users.noreply.github.com>

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-analysis-example-a.english.md

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+---
+id: 5e9a093a74c4063ca6f7c14d
+title: Data Analysis Example A
+challengeType: 11
+videoId: nVAaxZ34khk
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-analysis-example-b.english.md

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+---
+id: 5e9a093a74c4063ca6f7c14e
+title: Data Analysis Example B
+challengeType: 11
+videoId: 0kJz0q0pvgQ
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-and-visualizations.english.md

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+---
+id: 5e9a093a74c4063ca6f7c160
+title: Data Cleaning and Visualizations
+challengeType: 11
+videoId: mHjxzFS5_Z0
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-duplicates.english.md

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+---
+id: 5e9a093a74c4063ca6f7c15f
+title: Data Cleaning Duplicates
+challengeType: 11
+videoId: kj7QqjXhH6A
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-introduction.english.md

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+---
+id: 5e9a093a74c4063ca6f7c15d
+title: Data Cleaning Introduction
+challengeType: 11
+videoId: ovYNhnltVxY
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/data-cleaning-with-dataframes.english.md

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+---
+id: 5e9a093a74c4063ca6f7c15e
+title: Data Cleaning with DataFrames
+challengeType: 11
+videoId: sTMN_pdI6S0
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/how-to-use-jupyter-notebooks-intro.english.md

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+---
+id: 5e9a093a74c4063ca6f7c14f
+title: How to use Jupyter Notebooks Intro
+challengeType: 11
+videoId: h8caJq2Bb9w
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/introduction-to-data-analysis.english.md

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+---
+id: 5e9a093a74c4063ca6f7c14c
+title: Introduction to Data Analysis
+challengeType: 11
+videoId: VJrP2FUzKP0
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/jupyter-notebooks-importing-and-exporting-data.english.md

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+---
+id: 5e9a093a74c4063ca6f7c151
+title: Jupyter Notebooks Importing and Exporting Data
+challengeType: 11
+videoId: k1msxD3JIxE
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-algebra-and-size.english.md

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+---
+id: 5e9a093a74c4063ca6f7c157
+title: Numpy Algebra and Size
+challengeType: 11
+videoId: XAT97YLOKD8
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-arrays.english.md

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+---
+id: 5e9a093a74c4063ca6f7c154
+title: Numpy Arrays
+challengeType: 11
+videoId: VDYVFHBL1AM
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-boolean-arrays.english.md

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+---
+id: 5e9a093a74c4063ca6f7c156
+title: Numpy Boolean Arrays
+challengeType: 11
+videoId: N1ttsMmcVMM
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-introduction-a.english.md

@@ -0,0 +1,26 @@
+---
+id: 5e9a093a74c4063ca6f7c152
+title: Numpy Introduction A
+challengeType: 11
+videoId: P-JjV6GBCmk
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-introduction-b.english.md

@@ -0,0 +1,26 @@
+---
+id: 5e9a093a74c4063ca6f7c153
+title: Numpy Introduction B
+challengeType: 11
+videoId: YIqgrNLAZkA
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/numpy-operations.english.md

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+---
+id: 5e9a093a74c4063ca6f7c155
+title: Numpy Operations
+challengeType: 11
+videoId: eqSVcJbaPdk
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-condtitional-selection-and-modifying-dataframes.english.md

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+---
+id: 5e9a093a74c4063ca6f7c15b
+title: Pandas Condtitional Selection and Modifying DataFrames
+challengeType: 11
+videoId: BFlH0fN5xRQ
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-creating-columns.english.md

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+---
+id: 5e9a093a74c4063ca6f7c15c
+title: Pandas Creating Columns
+challengeType: 11
+videoId: _sSo2XZoB3E
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-dataframes.english.md

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+---
+id: 5e9a093a74c4063ca6f7c15a
+title: Pandas DataFrames
+challengeType: 11
+videoId: 7SgFBYXaiH0
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-indexing-and-conditional-selection.english.md

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+---
+id: 5e9a093a74c4063ca6f7c159
+title: Pandas Indexing and Conditional Selection
+challengeType: 11
+videoId: -ZOrgV_aA9A
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/pandas-introduction.english.md

@@ -0,0 +1,26 @@
+---
+id: 5e9a093a74c4063ca6f7c158
+title: Pandas Introduction
+challengeType: 11
+videoId: 0xACW-8cZU0
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/parsing-html-and-saving-data.english.md

@@ -0,0 +1,26 @@
+---
+id: 5e9a093a74c4063ca6f7c164
+title: Parsing HTML and Saving Data
+challengeType: 11
+videoId: bJaqnTWQmb0
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/python-functions-and-collections.english.md

@@ -0,0 +1,26 @@
+---
+id: 5e9a093a74c4063ca6f7c166
+title: Python Functions and Collections
+challengeType: 11
+videoId: NzpU17ZVlUw
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/python-introduction.english.md

@@ -0,0 +1,26 @@
+---
+id: 5e9a093a74c4063ca6f7c165
+title: Python Introduction
+challengeType: 11
+videoId: PrQV9JkLhb4
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/python-iteration-and-modules.english.md

@@ -0,0 +1,26 @@
+---
+id: 5e9a093a74c4063ca6f7c167
+title: Python Iteration and Modules
+challengeType: 11
+videoId: XzosGWLafrY
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/reading-data-csv-and-txt.english.md

@@ -0,0 +1,26 @@
+---
+id: 5e9a093a74c4063ca6f7c162
+title: Reading Data CSV and TXT
+challengeType: 11
+videoId: ViGEv0zOzUk
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/reading-data-from-databases.english.md

@@ -0,0 +1,26 @@
+---
+id: 5e9a093a74c4063ca6f7c163
+title: Reading Data from Databases
+challengeType: 11
+videoId: MtgXS1MofRw
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/reading-data-introduction.english.md

@@ -0,0 +1,26 @@
+---
+id: 5e9a093a74c4063ca6f7c161
+title: Reading Data Introduction
+challengeType: 11
+videoId: cDnt02BcHng
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+

curriculum/challenges/english/08-data-analysis-with-python/lectures-data-analysis-with-python/upyter-notebooks-cells.english.md

@@ -0,0 +1,26 @@
+---
+id: 5e9a093a74c4063ca6f7c150
+title: upyter Notebooks Cells
+challengeType: 11
+videoId: 5PPegAs9aLA
+---
+
+## Description
+<section id='description'>
+</section>
+
+## Tests
+<section id='tests'>
+
+```yml
+question:
+  text: Question
+  answers:
+    - one
+    - two
+    - three
+  solution: 3
+```
+
+</section>
+