pandas_panel#

  • Series: lecture-python.myst

  • File: lectures/pandas_panel.md

  • Audit date: 2026-05-28

  • Categories audited: writing, math, code, figures, references, links, admonitions

  • Overall score: 9.0 / 10

  • Priority: NONE

Score breakdown#

Category

Score

One-line note

Writing

8/10

Section headings use Title Case rather than sentence case.

Math

N/A

no math content

Code

10/10

Clean code conventions.

JAX

out of scope

not a JAX lecture

Figures

8/10

ax.set_title() / fig.suptitle() used 5 times outside exercise blocks.

References

N/A

No citations.

Links

9/10

1 direct URL to another QuantEcon series — should use {doc} link.

Admonitions

10/10

Exercise/solution structure clean.

Issues#

Critical#

None found.

High severity#

  • [qe-fig-003] — ax.set_title() / fig.suptitle() used 5 times outside exercise blocks. Examples: line 393, line 410, line 421.

Medium severity#

  • [qe-writing-006] — Section headings use Title Case rather than sentence case. Examples: line 60 Slicing and Reshaping Data, line 175 Merging Dataframes and Filling NaNs. Count: 4.

  • [qe-link-002] — 1 direct URL to another QuantEcon series — should use {doc} link. Example: line 34.

Low severity#

None found.

Strengths#

  • Uses “IID” or no IID terminology.

  • Solutions use :class: dropdown consistently.