From 5cb7cbed14f09d4d93dc739a96d264e979e662fc Mon Sep 17 00:00:00 2001
From: Brandon Rhodes <brandon@rhodesmill.org>
Date: Wed, 8 Apr 2015 14:52:53 -0400
Subject: [PATCH] A few emergency notes, to students and myself

---
 cheat-sheet.txt | 32 +++++++++++++++++++++++++-------
 script.txt      |  5 +++++
 2 files changed, 30 insertions(+), 7 deletions(-)

diff --git a/cheat-sheet.txt b/cheat-sheet.txt
index 34914a6..e29e13e 100644
--- a/cheat-sheet.txt
+++ b/cheat-sheet.txt
@@ -17,6 +17,7 @@
 
    3. Start the IPython Notebook and visit the "pandas-tutorial"
       folder from inside the .zip
+
 
 
   len(df)       series + value    df[df.c == value]
@@ -28,6 +29,12 @@
 
 
 
+                        import sys
+                        reload(sys)
+                        sys.setdefaultencoding('utf-8')
+
+
+
 
 
 
@@ -43,9 +50,14 @@
   df.COLUMN     series.isnull()   df.sort('column')
   df['COLUMN']  series.order()    df.sort(['column1', 'column2'])
 
-  s.str.len()        s.value_counts()
-  s.str.contains()   s.sort_index()    df[['column1', 'column2']]
-  s.str.startswith() s.plot(...)       df.plot(x='a', y='b', kind='bar')
+s.str.len()        s.value_counts() df[['column1', 'column2']]
+s.str.contains()   s.sort_index() df.plot(x='a', y='b', kind='scatter')
+s.str.startswith() s.plot(...)      df.plot(x='a', y='b', kind='bar')
+
+
+                        import sys
+                        reload(sys)
+                        sys.setdefaultencoding('utf-8')
 
 
 
@@ -56,16 +68,22 @@
   df['COLUMN']  series.order()    df.sort(['column1', 'column2'])
 
   s.str.len()        s.value_counts()
-  s.str.contains()   s.sort_index()    df[['column1', 'column2']]
-  s.str.startswith() s.plot(...)       df.plot(x='a', y='b', kind='bar')
+  s.str.contains()   s.sort_index()   df[['column1', 'column2']]
+  s.str.startswith() s.plot(...)      df.plot(x='a', y='b', kind='bar')
 
   df.set_index('a').sort_index()        df.loc['value']
   df.set_index(['a', 'b']).sort_index() df.loc[('v','u')]
   df.groupby('column')                  .size() .mean() .min() .max()
   df.groupby(['column1', 'column2'])    .agg(['min', 'max'])
 
+
+
+  "The Pink Panther"
 
 
+  brandon@rhodesmill.org
+
+
   len(df)       series + value    df[df.c == value]
   df.head()     series + series2  df[(df.c >= value) & (df.d < value)]
   df.tail()     series.notnull()  df[(df.c < value) | (df.d != value)]
@@ -73,8 +91,8 @@
   df['COLUMN']  series.order()    df.sort(['column1', 'column2'])
 
   s.str.len()        s.value_counts()
-  s.str.contains()   s.sort_index()    df[['column1', 'column2']]
-  s.str.startswith() s.plot(...)       df.plot(x='a', y='b', kind='bar')
+  s.str.contains()   s.sort_index()   df[['column1', 'column2']]
+  s.str.startswith() s.plot(...)      df.plot(x='a', y='b', kind='bar')
 
   df.set_index('a').sort_index()        df.loc['value']
   df.set_index(['a', 'b']).sort_index() df.loc[('v','u')]
diff --git a/script.txt b/script.txt
index 141d66f..89add52 100644
--- a/script.txt
+++ b/script.txt
@@ -2,6 +2,10 @@
 Session 1
 =========
 
+You should do install if you have not already.
+We have Internet!  But, I have USB keys too.
+Format: lesson, exercises, solutions.
+
 Open Exercise-1
 Point out .from_csv functions
 
@@ -223,3 +227,4 @@ Thoughts for later
 (what pairs of co-stars have appeared the most often together)
 Can you use merge to find who was in movies with each other?
 
+Fix later: second exercise s/hamlet/batman/