Adds a cell that links to youtube video

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	Projects_Tutorial1	Projects_Tutorial2	Projects_Tutorial3	Projects_Tutorial4	Projects_Tutorial5	Projects_Tutorial6	Projects_Tutorial7	Projects_Tutorial8	W1D1_Tutorial1	W1D1_Tutorial2	W1D1_Tutorial3	W1D1_Tutorial4	W1D1_Tutorial5	W1D1_Tutorial6	W1D1_Tutorial7	W1D1_Tutorial8	W1D1_Tutorial9	W1D2_Tutorial1	W1D2_Tutorial2	W1D2_Tutorial3	W1D2_Tutorial4	W1D2_Tutorial5	W1D2_Tutorial6	W1D3_Tutorial1	W1D3_Tutorial2	W1D3_Tutorial3	W1D3_Tutorial4	W1D3_Tutorial5	W1D3_Tutorial6	W1D3_Tutorial7	W1D3_Tutorial8	W1D4_Tutorial1	W1D4_Tutorial2	W1D4_Tutorial3	W1D4_Tutorial4	W1D4_Tutorial5	W1D4_Tutorial6	W1D4_Tutorial7	W1D4_Tutorial8	W1D4_Tutorial9	W1D5_Tutorial1	W1D5_Tutorial2	W1D5_Tutorial3	W1D5_Tutorial4	W1D5_Tutorial5	W1D5_Tutorial6	W1D5_Tutorial7	W2D1_Tutorial1	W2D1_Tutorial2	W2D1_Tutorial3	W2D1_Tutorial4	W2D1_Tutorial5	W2D1_Tutorial6	W2D3_Tutorial1	W2D3_Tutorial2	W2D3_Tutorial3	W2D3_Tutorial4	W2D4_Tutorial1	W2D4_Tutorial2	W2D4_Tutorial3	W2D4_Tutorial4	W2D4_Tutorial5	W2D4_Tutorial6	W2D4_Tutorial7	W2D4_Tutorial8	W2D5_Tutorial1	W2D5_Tutorial2	W2D5_Tutorial3	W2D5_Tutorial4
Instructor
Student

Code report for Projects_Tutorial1

Code report for Projects_Tutorial1.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for Projects_Tutorial2

Code report for Projects_Tutorial2.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for Projects_Tutorial3

Code report for Projects_Tutorial3.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for Projects_Tutorial4

Code report for Projects_Tutorial4.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for Projects_Tutorial5

Code report for Projects_Tutorial5.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for Projects_Tutorial6

Code report for Projects_Tutorial6.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for Projects_Tutorial7

Code report for Projects_Tutorial7.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for Projects_Tutorial8

Code report for Projects_Tutorial8.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D1_Tutorial1

Code report for W1D1_Tutorial1.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D1_Tutorial2

Code report for W1D1_Tutorial2.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D1_Tutorial3

Code report for W1D1_Tutorial3.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D1_Tutorial4

Code report for W1D1_Tutorial4.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D1_Tutorial5

Code report for W1D1_Tutorial5.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D1_Tutorial6

Code report for W1D1_Tutorial6.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D1_Tutorial7

Code report for W1D1_Tutorial7.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D1_Tutorial8

Code report for W1D1_Tutorial8.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D1_Tutorial9

Code report for W1D1_Tutorial9.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D2_Tutorial1

Code report for W1D2_Tutorial1.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 14

Common problems:

• 2 instances of E501 (line too long (114 > 88 characters))
• 2 instances of E402 (module level import not at top of file)
• 1 instance of E501 (line too long (106 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (112 > 88 characters))
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E501 (line too long (105 > 88 characters))
• 1 instance of E501 (line too long (197 > 88 characters))
• 1 instance of E501 (line too long (138 > 88 characters))
• 1 instance of E501 (line too long (346 > 88 characters))

---

Code report for W1D2_Tutorial2

Code report for W1D2_Tutorial2.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 24

Common problems:

• 4 instances of E402 (module level import not at top of file)
• 3 instances of E703 (statement ends with a semicolon)
• 2 instances of E501 (line too long (92 > 88 characters))
• 2 instances of E501 (line too long (165 > 88 characters))
• 1 instance of E302 (expected 2 blank lines, found 1)
• 1 instance of E501 (line too long (143 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of W503 (line break before binary operator)
• 1 instance of E501 (line too long (94 > 88 characters))

---

Code report for W1D2_Tutorial3

Code report for W1D2_Tutorial3.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 119

Common problems:

• 54 instances of E251 (unexpected spaces around keyword / parameter equals)
• 15 instances of E225 (missing whitespace around operator)
• 10 instances of E203 (whitespace before ',')
• 7 instances of E402 (module level import not at top of file)
• 6 instances of E202 (whitespace before ')')
• 6 instances of E261 (at least two spaces before inline comment)
• 3 instances of E501 (line too long (103 > 88 characters))
• 2 instances of E703 (statement ends with a semicolon)
• 2 instances of E501 (line too long (104 > 88 characters))
• 1 instance of E501 (line too long (98 > 88 characters))

---

Code report for W1D2_Tutorial4

Code report for W1D2_Tutorial4.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 21

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 2 instances of E703 (statement ends with a semicolon)
• 2 instances of E501 (line too long (90 > 88 characters))
• 1 instance of E302 (expected 2 blank lines, found 1)
• 1 instance of E501 (line too long (143 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (471 > 88 characters))
• 1 instance of E501 (line too long (326 > 88 characters))

---

Code report for W1D2_Tutorial5

Code report for W1D2_Tutorial5.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 21

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 5 instances of E501 (line too long (99 > 88 characters))
• 1 instance of E302 (expected 2 blank lines, found 1)
• 1 instance of E501 (line too long (143 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (104 > 88 characters))
• 1 instance of E501 (line too long (424 > 88 characters))
• 1 instance of E501 (line too long (354 > 88 characters))

---

Code report for W1D2_Tutorial6

Code report for W1D2_Tutorial6.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 36

Common problems:

• 14 instances of W503 (line break before binary operator)
• 6 instances of E402 (module level import not at top of file)
• 2 instances of E703 (statement ends with a semicolon)
• 2 instances of E501 (line too long (99 > 88 characters))
• 1 instance of E302 (expected 2 blank lines, found 1)
• 1 instance of E501 (line too long (143 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (105 > 88 characters))

---

Code report for W1D3_Tutorial1

Code report for W1D3_Tutorial1.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D3_Tutorial2

Code report for W1D3_Tutorial2.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D3_Tutorial3

Code report for W1D3_Tutorial3.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 40

Common problems:

• 12 instances of W503 (line break before binary operator)
• 6 instances of E402 (module level import not at top of file)
• 3 instances of E501 (line too long (92 > 88 characters))
• 3 instances of E501 (line too long (120 > 88 characters))
• 3 instances of E501 (line too long (93 > 88 characters))
• 2 instances of E501 (line too long (108 > 88 characters))
• 1 instance of E302 (expected 2 blank lines, found 1)
• 1 instance of E501 (line too long (133 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))

---

Code report for W1D3_Tutorial4

Code report for W1D3_Tutorial4.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 27

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 2 instances of E501 (line too long (104 > 88 characters))
• 2 instances of W291 (trailing whitespace)
• 2 instances of E501 (line too long (96 > 88 characters))
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E302 (expected 2 blank lines, found 1)
• 1 instance of E501 (line too long (133 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))

---

Code report for W1D3_Tutorial5

Code report for W1D3_Tutorial5.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 23

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 2 instances of W291 (trailing whitespace)
• 2 instances of E703 (statement ends with a semicolon)
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E302 (expected 2 blank lines, found 1)
• 1 instance of E501 (line too long (133 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (102 > 88 characters))

---

Code report for W1D3_Tutorial6

Code report for W1D3_Tutorial6.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 20

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E302 (expected 2 blank lines, found 1)
• 1 instance of E501 (line too long (133 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (141 > 88 characters))
• 1 instance of E501 (line too long (103 > 88 characters))
• 1 instance of E501 (line too long (93 > 88 characters))

---

Code report for W1D3_Tutorial7

Code report for W1D3_Tutorial7.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 20

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 3 instances of E501 (line too long (89 > 88 characters))
• 2 instances of E501 (line too long (102 > 88 characters))
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E501 (line too long (99 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (106 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (90 > 88 characters))
• 1 instance of E501 (line too long (446 > 88 characters))

---

Code report for W1D3_Tutorial8

Code report for W1D3_Tutorial8.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 15

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E302 (expected 2 blank lines, found 1)
• 1 instance of E501 (line too long (133 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (111 > 88 characters))
• 1 instance of E501 (line too long (94 > 88 characters))
• 1 instance of W292 (no newline at end of file)

---

Code report for W1D4_Tutorial1

Code report for W1D4_Tutorial1.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 19

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 2 instances of E501 (line too long (106 > 88 characters))
• 1 instance of E501 (line too long (110 > 88 characters))
• 1 instance of E501 (line too long (108 > 88 characters))
• 1 instance of E501 (line too long (116 > 88 characters))
• 1 instance of W503 (line break before binary operator)
• 1 instance of E722 (do not use bare 'except')
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (333 > 88 characters))

---

Code report for W1D4_Tutorial2

Code report for W1D4_Tutorial2.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D4_Tutorial3

Code report for W1D4_Tutorial3.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 19

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 2 instances of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (106 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E302 (expected 2 blank lines, found 1)
• 1 instance of E501 (line too long (117 > 88 characters))
• 1 instance of W504 (line break after binary operator)
• 1 instance of E501 (line too long (89 > 88 characters))
• 1 instance of E501 (line too long (146 > 88 characters))
• 1 instance of E501 (line too long (344 > 88 characters))

---

Code report for W1D4_Tutorial4

Code report for W1D4_Tutorial4.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D4_Tutorial5

Code report for W1D4_Tutorial5.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 22

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 3 instances of E251 (unexpected spaces around keyword / parameter equals)
• 2 instances of E225 (missing whitespace around operator)
• 1 instance of E302 (expected 2 blank lines, found 1)
• 1 instance of E501 (line too long (110 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E231 (missing whitespace after ',')
• 1 instance of E501 (line too long (289 > 88 characters))

---

Code report for W1D4_Tutorial6

Code report for W1D4_Tutorial6.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D4_Tutorial7

Code report for W1D4_Tutorial7.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D4_Tutorial8

Code report for W1D4_Tutorial8.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D4_Tutorial9

Code report for W1D4_Tutorial9.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D5_Tutorial1

Code report for W1D5_Tutorial1.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 41

Common problems:

• 12 instances of E402 (module level import not at top of file)
• 4 instances of W605 (invalid escape sequence '\l')
• 3 instances of E703 (statement ends with a semicolon)
• 3 instances of E501 (line too long (89 > 88 characters))
• 2 instances of E501 (line too long (100 > 88 characters))
• 2 instances of E501 (line too long (91 > 88 characters))
• 2 instances of E501 (line too long (93 > 88 characters))
• 2 instances of W605 (invalid escape sequence '\m')
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))

---

Code report for W1D5_Tutorial2

Code report for W1D5_Tutorial2.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W1D5_Tutorial3

Code report for W1D5_Tutorial3.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 46

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 6 instances of E501 (line too long (94 > 88 characters))
• 5 instances of E501 (line too long (91 > 88 characters))
• 5 instances of E501 (line too long (90 > 88 characters))
• 4 instances of E501 (line too long (100 > 88 characters))
• 3 instances of E501 (line too long (105 > 88 characters))
• 2 instances of E501 (line too long (98 > 88 characters))
• 2 instances of E305 (expected 2 blank lines after class or function definition, found 1)
• 2 instances of E501 (line too long (96 > 88 characters))
• 1 instance of E501 (line too long (92 > 88 characters))

---

Code report for W1D5_Tutorial4

Code report for W1D5_Tutorial4.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 32

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 6 instances of E703 (statement ends with a semicolon)
• 2 instances of E501 (line too long (91 > 88 characters))
• 2 instances of E302 (expected 2 blank lines, found 0)
• 2 instances of E262 (inline comment should start with '# ')
• 2 instances of E501 (line too long (98 > 88 characters))
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E302 (expected 2 blank lines, found 1)

---

Code report for W1D5_Tutorial5

Code report for W1D5_Tutorial5.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 23

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 2 instances of E501 (line too long (92 > 88 characters))
• 2 instances of E302 (expected 2 blank lines, found 0)
• 1 instance of E501 (line too long (116 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (106 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (167 > 88 characters))
• 1 instance of E501 (line too long (278 > 88 characters))
• 1 instance of E501 (line too long (126 > 88 characters))

---

Code report for W1D5_Tutorial6

Code report for W1D5_Tutorial6.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 29

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 2 instances of E501 (line too long (92 > 88 characters))
• 2 instances of W291 (trailing whitespace)
• 2 instances of E305 (expected 2 blank lines after class or function definition, found 1)
• 2 instances of E501 (line too long (100 > 88 characters))
• 2 instances of E703 (statement ends with a semicolon)
• 1 instance of E501 (line too long (116 > 88 characters))
• 1 instance of E302 (expected 2 blank lines, found 1)
• 1 instance of E501 (line too long (113 > 88 characters))
• 1 instance of E501 (line too long (101 > 88 characters))

---

Code report for W1D5_Tutorial7

Code report for W1D5_Tutorial7.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 27

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 3 instances of W503 (line break before binary operator)
• 3 instances of E703 (statement ends with a semicolon)
• 2 instances of W291 (trailing whitespace)
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E501 (line too long (118 > 88 characters))
• 1 instance of E501 (line too long (103 > 88 characters))
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (123 > 88 characters))

---

Code report for W2D1_Tutorial1

Code report for W2D1_Tutorial1.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 36

Common problems:

• 17 instances of E402 (module level import not at top of file)
• 3 instances of E703 (statement ends with a semicolon)
• 2 instances of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (108 > 88 characters))
• 1 instance of E501 (line too long (138 > 88 characters))
• 1 instance of E501 (line too long (118 > 88 characters))
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (123 > 88 characters))
• 1 instance of E501 (line too long (606 > 88 characters))

---

Code report for W2D1_Tutorial2

Code report for W2D1_Tutorial2.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W2D1_Tutorial3

Code report for W2D1_Tutorial3.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 39

Common problems:

• 15 instances of E402 (module level import not at top of file)
• 5 instances of W605 (invalid escape sequence '\c')
• 2 instances of E302 (expected 2 blank lines, found 0)
• 2 instances of E703 (statement ends with a semicolon)
• 1 instance of E501 (line too long (108 > 88 characters))
• 1 instance of E501 (line too long (110 > 88 characters))
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))

---

Code report for W2D1_Tutorial4

Code report for W2D1_Tutorial4.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 34

Common problems:

• 15 instances of E402 (module level import not at top of file)
• 2 instances of E501 (line too long (89 > 88 characters))
• 2 instances of W605 (invalid escape sequence '\c')
• 1 instance of E501 (line too long (108 > 88 characters))
• 1 instance of E501 (line too long (110 > 88 characters))
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (117 > 88 characters))

---

Code report for W2D1_Tutorial5

Code report for W2D1_Tutorial5.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 31

Common problems:

• 15 instances of E402 (module level import not at top of file)
• 4 instances of W605 (invalid escape sequence '\c')
• 2 instances of E501 (line too long (123 > 88 characters))
• 2 instances of E501 (line too long (124 > 88 characters))
• 1 instance of E501 (line too long (108 > 88 characters))
• 1 instance of E501 (line too long (110 > 88 characters))
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (106 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))

---

Code report for W2D1_Tutorial6

Code report for W2D1_Tutorial6.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 29

Common problems:

• 15 instances of E402 (module level import not at top of file)
• 2 instances of E501 (line too long (114 > 88 characters))
• 1 instance of E501 (line too long (108 > 88 characters))
• 1 instance of E501 (line too long (110 > 88 characters))
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (117 > 88 characters))
• 1 instance of E501 (line too long (123 > 88 characters))

---

Code report for W2D3_Tutorial1

Code report for W2D3_Tutorial1.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 25

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 2 instances of E501 (line too long (112 > 88 characters))
• 2 instances of E703 (statement ends with a semicolon)
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E501 (line too long (141 > 88 characters))
• 1 instance of E302 (expected 2 blank lines, found 1)
• 1 instance of E501 (line too long (96 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E116 (unexpected indentation (comment))

---

Code report for W2D3_Tutorial2

Code report for W2D3_Tutorial2.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 31

Common problems:

• 7 instances of E703 (statement ends with a semicolon)
• 6 instances of E402 (module level import not at top of file)
• 5 instances of W503 (line break before binary operator)
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (209 > 88 characters))
• 1 instance of W605 (invalid escape sequence '\D')
• 1 instance of E501 (line too long (314 > 88 characters))

---

Code report for W2D3_Tutorial3

Code report for W2D3_Tutorial3.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W2D3_Tutorial4

Code report for W2D3_Tutorial4.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 26

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 3 instances of E231 (missing whitespace after ',')
• 1 instance of W291 (trailing whitespace)
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E501 (line too long (141 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (106 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (144 > 88 characters))
• 1 instance of E501 (line too long (127 > 88 characters))

---

Code report for W2D4_Tutorial1

Code report for W2D4_Tutorial1.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W2D4_Tutorial2

Code report for W2D4_Tutorial2.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W2D4_Tutorial3

Code report for W2D4_Tutorial3.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 17

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E501 (line too long (134 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (157 > 88 characters))
• 1 instance of E501 (line too long (384 > 88 characters))
• 1 instance of E501 (line too long (307 > 88 characters))
• 1 instance of E501 (line too long (534 > 88 characters))

---

Code report for W2D4_Tutorial4

Code report for W2D4_Tutorial4.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 18

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 2 instances of E302 (expected 2 blank lines, found 0)
• 2 instances of E305 (expected 2 blank lines after class or function definition, found 0)
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E501 (line too long (134 > 88 characters))
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (130 > 88 characters))
• 1 instance of E501 (line too long (582 > 88 characters))
• 1 instance of E703 (statement ends with a semicolon)

---

Code report for W2D4_Tutorial5

Code report for W2D4_Tutorial5.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

Code report for W2D4_Tutorial6

Code report for W2D4_Tutorial6.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 20

Common problems:

• 7 instances of E703 (statement ends with a semicolon)
• 4 instances of E402 (module level import not at top of file)
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E501 (line too long (134 > 88 characters))
• 1 instance of E302 (expected 2 blank lines, found 1)
• 1 instance of E305 (expected 2 blank lines after class or function definition, found 1)
• 1 instance of E501 (line too long (100 > 88 characters))
• 1 instance of E501 (line too long (192 > 88 characters))
• 1 instance of E501 (line too long (384 > 88 characters))
• 1 instance of E501 (line too long (718 > 88 characters))

---

Code report for W2D4_Tutorial7

Code report for W2D4_Tutorial7.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 25

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 4 instances of E501 (line too long (142 > 88 characters))
• 1 instance of E501 (line too long (123 > 88 characters))
• 1 instance of E501 (line too long (157 > 88 characters))
• 1 instance of E501 (line too long (152 > 88 characters))
• 1 instance of W293 (blank line contains whitespace)
• 1 instance of E501 (line too long (92 > 88 characters))
• 1 instance of E501 (line too long (134 > 88 characters))
• 1 instance of E302 (expected 2 blank lines, found 1)
• 1 instance of E231 (missing whitespace after ',')

---

Code report for W2D4_Tutorial8

Code report for W2D4_Tutorial8.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 35

Common problems:

• 7 instances of E402 (module level import not at top of file)
• 3 instances of E501 (line too long (207 > 88 characters))
• 2 instances of E501 (line too long (122 > 88 characters))
• 2 instances of E703 (statement ends with a semicolon)
• 2 instances of E302 (expected 2 blank lines, found 0)
• 2 instances of E305 (expected 2 blank lines after class or function definition, found 0)
• 1 instance of E501 (line too long (120 > 88 characters))
• 1 instance of E501 (line too long (157 > 88 characters))
• 1 instance of E501 (line too long (152 > 88 characters))
• 1 instance of E501 (line too long (92 > 88 characters))

---

Code report for W2D5_Tutorial1

Code report for W2D5_Tutorial1.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 52

Common problems:

• 9 instances of E402 (module level import not at top of file)
• 3 instances of E501 (line too long (92 > 88 characters))
• 2 instances of E501 (line too long (118 > 88 characters))
• 2 instances of E501 (line too long (160 > 88 characters))
• 2 instances of E501 (line too long (132 > 88 characters))
• 2 instances of E501 (line too long (103 > 88 characters))
• 2 instances of E501 (line too long (96 > 88 characters))
• 2 instances of E501 (line too long (101 > 88 characters))
• 1 instance of E501 (line too long (109 > 88 characters))
• 1 instance of E501 (line too long (124 > 88 characters))

---

Code report for W2D5_Tutorial2

Code report for W2D5_Tutorial2.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 49

Common problems:

• 6 instances of E402 (module level import not at top of file)
• 6 instances of E703 (statement ends with a semicolon)
• 3 instances of E501 (line too long (100 > 88 characters))
• 3 instances of E501 (line too long (92 > 88 characters))
• 2 instances of E501 (line too long (130 > 88 characters))
• 2 instances of E305 (expected 2 blank lines after class or function definition, found 1)
• 2 instances of E501 (line too long (115 > 88 characters))
• 2 instances of E501 (line too long (112 > 88 characters))
• 2 instances of E501 (line too long (104 > 88 characters))
• 2 instances of E501 (line too long (124 > 88 characters))

---

Code report for W2D5_Tutorial3

Code report for W2D5_Tutorial3.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 78

Common problems:

• 8 instances of E302 (expected 2 blank lines, found 0)
• 7 instances of E402 (module level import not at top of file)
• 6 instances of E703 (statement ends with a semicolon)
• 6 instances of E501 (line too long (106 > 88 characters))
• 6 instances of E501 (line too long (98 > 88 characters))
• 5 instances of E501 (line too long (95 > 88 characters))
• 3 instances of E501 (line too long (96 > 88 characters))
• 3 instances of E302 (expected 2 blank lines, found 1)
• 2 instances of E501 (line too long (92 > 88 characters))
• 2 instances of E501 (line too long (130 > 88 characters))

---

Code report for W2D5_Tutorial4

Code report for W2D5_Tutorial4.ipynb

Quality (pyflakes)

Total code issues: 0

Style (pycodestyle)

Total PEP8 violations: 0

---

[WesleyTheGeolien]

@mptouzel this is the code we use to view videos:

# @title Video 1: Atmospheric Climate Systems

from ipywidgets import widgets
from IPython.display import YouTubeVideo
from IPython.display import IFrame
from IPython.display import display


class PlayVideo(IFrame):
    def __init__(self, id, source, page=1, width=400, height=300, **kwargs):
        self.id = id
        if source == "Bilibili":
            src = f"https://player.bilibili.com/player.html?bvid={id}&page={page}"
        elif source == "Osf":
            src = f"https://mfr.ca-1.osf.io/render?url=https://osf.io/download/{id}/?direct%26mode=render"
        super(PlayVideo, self).__init__(src, width, height, **kwargs)


def display_videos(video_ids, W=400, H=300, fs=1):
    tab_contents = []
    for i, video_id in enumerate(video_ids):
        out = widgets.Output()
        with out:
            if video_ids[i][0] == "Youtube":
                video = YouTubeVideo(
                    id=video_ids[i][1], width=W, height=H, fs=fs, rel=0
                )
                print(
                    f"Video available at https://youtube.com/watch?v={video.id}")
            else:
                video = PlayVideo(
                    id=video_ids[i][1],
                    source=video_ids[i][0],
                    width=W,
                    height=H,
                    fs=fs,
                    autoplay=False,
                )
                if video_ids[i][0] == "Bilibili":
                    print(
                        f"Video available at https://www.bilibili.com/video/{video.id}"
                    )
                elif video_ids[i][0] == "Osf":
                    print(f"Video available at https://osf.io/{video.id}")
            display(video)
        tab_contents.append(out)
    return tab_contents


video_ids = [("Youtube", "7yJM9MDLeoo"), ("Bilibili", "BV1wz4y177xE")]
tab_contents = display_videos(video_ids, W=730, H=410)
tabs = widgets.Tab()
tabs.children = tab_contents
for i in range(len(tab_contents)):
    tabs.set_title(i, video_ids[i][0])
display(tabs)

see https://github.com/ClimateMatchAcademy/course-content/blob/main/tutorials/W1D1_ClimateSystemOverview/W1D1_Tutorial1.ipynb for example please could you update it to look like this? also normally I think it is above the slides

In this case you can leave out billibilli