diff --git a/README.md b/README.md
index 10d30ac..0429b2f 100644
--- a/README.md
+++ b/README.md
@@ -27,10 +27,13 @@ Capture note 60 and 61 using the full_pulseL[] and holdDutyPctD{} from the p_ac.
 ## Plot Cheat Sheet
 
 
-![Plot Seq 1](doc/do_td_plot.png)
+---
 
 Print a specific pitch and take.
 
+![Plot Seq 1](doc/do_td_plot.png)
+
+
 ````
     python plot_seq.py p_ac.yml ~/temp/p_ac_3_of td_plot 60 2
     
@@ -39,19 +42,20 @@ Print a specific pitch and take.
 
 ---
 
-![Multi Usec dB](doc/us_db.png)
-
 Plot all the takes for a given pitch
 
+![Multi Usec dB](doc/us_db.png)
+
 ````
 python plot_seq_1.py p_ac.yml ~/temp/p_ac_3_od us_db 84
 ````
 
 ---
 
+Plot a specific set of pitches and takes.
+
 ![Overlapping USec dB](doc/us_db_takes.png)
 
-Plot a specific set of pitches and takes.
 
 ````
 python plot_seq_1.py p_ac.yml ~/temp/p_ac_3_of us_db_pitch_take 75 0 76 0 77 0 78 0 72 10 73 1 74 1
@@ -59,9 +63,10 @@ python plot_seq_1.py p_ac.yml ~/temp/p_ac_3_of us_db_pitch_take 75 0 76 0 77 0 7
 
 ---
 
+Plot the last take from a list of pitches.
+
 ![Overlapping USec dB](doc/us_db_takes_last.png)
 
-Plot the last take from a list of pitches.
 
 ````
 python plot_seq_1.py p_ac.yml ~/temp/p_ac_3_of us_db_pitch_last 77 78 79 80
@@ -70,9 +75,10 @@ python plot_seq_1.py p_ac.yml ~/temp/p_ac_3_of us_db_pitch_last 77 78 79 80
 
 ---
 
+Plot the time domain envelope for a specific set of pitches and takes.
+
 ![Multi Plot 1](doc/multi_plot.png)
 
-Plot the time domain envelope for a specific set of pitches and takes.
 
 ````
 python plot_seq.py p_ac.yml ~/temp/p_ac_3_od td_multi_plot 60 3 60 4 60 5
@@ -81,9 +87,10 @@ plot_seq.py `do_td_multi_plot(inDir,cfg.analysisArgs,[(36,4), (48,2)] )
 ````
 ---
 
+Plot the spectrum with harmonic location markers of a specific set of pitches and takes.
+
 ![Spectral Ranges](doc/plot_spectral_ranges.png)
 
-Plot the spectrum with harmonic location markers of a specific set of pitches and takes.
 
 ````
 #                                                                 pitch0 takeId0 pitch1 takeId1
@@ -93,21 +100,21 @@ python plot_seq.py p_ac.yml ~/temp/p_ac_3_od plot_spectral_ranges   60      3
 
 ---
 
-![Usec dB Spread](doc/us_db_map.png)
-
 Plot the microsecond variance to achieve a given decibel value.
 
+![Usec dB Spread](doc/us_db_map.png)
+
 ````
 python plot_seq_1.py p_ac.yml ~/temp/p_ac_3_od us_db_map 84 72
 ````
 
 ---
 
-![Resample](doc/resample_pulse_times.png)
-
 Analyze all takes for given pitch and show the mean us/db curve and
 places where resampling may be necessary.
 
+![Resample](doc/resample_pulse_times.png)
+
 ````
 python plot_seq.py p_ac.yml ~/temp/p_ac_3_of resample_pulse_times 84
 ````
@@ -115,30 +122,30 @@ python plot_seq.py p_ac.yml ~/temp/p_ac_3_of resample_pulse_times 84
 
 ---
 
-![Min Max](doc/min_max_db.png)
-
 Plot the min and max decibel values for specified pitches.
 
+![Min Max](doc/min_max_db.png)
+
 ````
 python plot_seq_1.py p_ac.yml ~/temp/p_ac_3_od min_max 36 48 60 72 84
 ````
 
 ---
 
-![Min Max 2](doc/min_max_db_2.png)
-
 Plot the min and max decibel values for specified pitches.
 
+![Min Max 2](doc/min_max_db_2.png)
+
 ````
 #                                                        pitch0 pitch1 pitch2 pitch3 pitch4 takeId
 python plot_seq_1.py p_ac.yml ~/temp/p_ac_3_od min_max_2   36     48      60     72     84     2
 ````
 
 ---
-![Manual dB](doc/manual_db.png)
 
 Plot the min and max decibel values for specified set of manually corrected pitches.
 
+![Manual dB](doc/manual_db.png)
 
 ````
 python plot_seq_1.py p_ac.yml ~/temp/p_ac_3_od manual_db