diff --git a/01-good-old-times/tf-01.py b/01-good-old-times/tf-01.py
index fc27d22..5b913a5 100755
--- a/01-good-old-times/tf-01.py
+++ b/01-good-old-times/tf-01.py
@@ -25,22 +25,22 @@ data = []
 # words, increment/store counts in secondary memory (a file) 
 # (PART 2) find the 25 most frequent words in secondary memory
 
-# Load the list of stop words
-f = open('../stop_words.txt')
-data = [f.read(1024).split(',')] # data[0] holds the stop words
-f.close()
-
 # PART 1: 
 # - read the input file one line at a time
 # - filter the characters, normalize to lower case
 # - identify words, increment corresponding counts in file
 
+# Load the list of stop words
+f = open('../stop_words.txt')
+data = [f.read(1024).split(',')] # data[0] holds the stop words
+f.close()
+
 data.append([])    # data[1] is line (max 80 characters)
 data.append(None)  # data[2] is index of the start_char of word
 data.append(0)     # data[3] is index on characters, i = 0
-data.append(False) # data[4] is flag indicating whether word was found
+data.append(False) # data[4] is flag indicating if word was found
 data.append('')    # data[5] is the word
-data.append('')    # data[6] is word,NNNN from word_freqs file, and then just word
+data.append('')    # data[6] is word,NNNN and then just word
 data.append(0)     # data[7] is frequency
 
 # Open the secondary memory
@@ -55,7 +55,7 @@ while True:
     data[2] = None
     data[3] = 0 
     # Loop over characters in the line
-    for c in data[1][0]: # elimination of symbol c left as exercise
+    for c in data[1][0]: # elimination of symbol c is exercise
         if data[2] == None:
             if c.isalnum():
                 # We found the start of a word
@@ -66,7 +66,7 @@ while True:
                 data[4] = False 
                 data[5] = data[1][0][data[2]:data[3]].lower()
 
-                # Ignore words with less than 2 characters and stop words
+                # Ignore words with len < 2, and stop words
                 if len(data[5]) >= 2 and data[5] not in data[0]:
                     # Let's see if it already exists
                     while True:
@@ -74,14 +74,15 @@ while True:
                         if data[6] == '':
                             break;
                         data[7] = int(data[6].split(',')[1])
-                        data[6] = data[6].split(',')[0].strip() # word, no white space
+                        # word, no white space
+                        data[6] = data[6].split(',')[0].strip() 
                         if data[5] == data[6]:
                             data[7] += 1
                             data[4] = True
                             break
 
                     if not data[4]:
-                        word_freqs.seek(0, 1) # Not needed in Unix, needed in Windows
+                        word_freqs.seek(0, 1) # Needed in Windows
                         word_freqs.writelines("%20s,%04d\n" % (data[5], 1))
                     else:
                         word_freqs.seek(-26, 1)
@@ -112,15 +113,15 @@ while True:
     if data[25] == '': # EOF
         break
     data[26] = int(data[25].split(',')[1]) # Read it as integer
-    data[25] = data[25].split(',')[0].strip() # word, no white space
+    data[25] = data[25].split(',')[0].strip() # word
     # Check if this word has more counts than the ones in memory
-    for i in range(25): # elimination of symbol i left as exercise
+    for i in range(25): # elimination of symbol i is exercise
         if data[i] == [] or data[i][1] < data[26]:
             data.insert(i, [data[25], data[26]]) 
             del data[26] #  delete the last element
             break
             
-for tf in data[0:25]: # elimination of symbol tf left as exercise
+for tf in data[0:25]: # elimination of symbol tf is exercise
     if len(tf) == 2:
         print tf[0], ' - ', tf[1]
 # We're done