From eabdc95f944d717e4d66cc5e1a11fe4c6d1b9b11 Mon Sep 17 00:00:00 2001
From: Mark Engelmann <61390579+vinegar-tom@users.noreply.github.com>
Date: Thu, 31 Oct 2024 16:30:06 -0500
Subject: [PATCH 1/2] Fix typos in libraries.md

The numbers in the textual description did not match with those from the output of `df_2011.info()`.
---
 episodes/libraries.md | 8 ++++----
 1 file changed, 4 insertions(+), 4 deletions(-)

diff --git a/episodes/libraries.md b/episodes/libraries.md
index 65cbc8b2..883a9165 100644
--- a/episodes/libraries.md
+++ b/episodes/libraries.md
@@ -276,12 +276,12 @@ memory usage: 10.8+ KB
 ```
 
 The `info()` method tells us
-- we have a RangeIndex of 83, which means we have 83 rows.
-- there are 18 columns, with datatypes of
+- we have a RangeIndex of 80, which means we have 80 rows.
+- there are 17 columns, with datatypes of
   - objects (3 columns)
   - 64-bit floating point number (1 column)
-  - 64-bit integers (14 columns).
-- the dataframe uses 11.8 kilobytes of memory.
+  - 64-bit integers (13 columns).
+- the dataframe uses 10.8 kilobytes of memory.
 
 ## The `DataFrame.columns` variable stores info about the dataframe's columns.
 

From 3381737b7c570ceca8d8d61fb85bdf4e1a4d93d8 Mon Sep 17 00:00:00 2001
From: Cody Hennesy <codyhennesy@gmail.com>
Date: Tue, 5 Nov 2024 11:25:29 -0600
Subject: [PATCH 2/2] fix bullets

---
 episodes/libraries.md | 3 ++-
 1 file changed, 2 insertions(+), 1 deletion(-)

diff --git a/episodes/libraries.md b/episodes/libraries.md
index 883a9165..2279c8b9 100644
--- a/episodes/libraries.md
+++ b/episodes/libraries.md
@@ -275,7 +275,8 @@ dtypes: float64(1), int64(13), object(3)
 memory usage: 10.8+ KB
 ```
 
-The `info()` method tells us
+The `info()` method tells us:
+
 - we have a RangeIndex of 80, which means we have 80 rows.
 - there are 17 columns, with datatypes of
   - objects (3 columns)