diff --git a/lectures/_toc.yml b/lectures/_toc.yml
index 6fc5e6f3..61c6992a 100644
--- a/lectures/_toc.yml
+++ b/lectures/_toc.yml
@@ -5,62 +5,66 @@ parts:
   numbered: true
   chapters:
   - file: about
-- caption: Economic Data 
+- caption: Economic Data
   numbered: true
   chapters:
   - file: long_run_growth
   - file: business_cycle
   - file: inflation_history
-  - file: french_rev 
   - file: inequality
+- caption: Probability and Distributions
+  numbered: true
+  chapters:
+  - file: prob_dist
+  - file: observed_distributions
+  - file: fitting_distributions
+  - file: bivariate_dist
+  - file: lln_clt
+  - file: heavy_tails
+- caption: Estimation
+  numbered: true
+  chapters:
+  - file: simple_linear_regression
+  - file: mle
+  - file: bayes_intro
 - caption: Foundations
   numbered: true
   chapters:
   - file: intro_supply_demand
   - file: linear_equations
-  - file: complex_and_trig
   - file: geom_series
 - caption: "Linear Dynamics: Finite Horizons"
   numbered: true
   chapters:
   - file: pv
+  - file: equalizing_difference
   - file: cons_smooth
   - file: tax_smooth
-  - file: equalizing_difference
-  - file: cagan_ree
-  - file: cagan_adaptive
 - caption: "Linear Dynamics: Infinite Horizons"
   numbered: true
   chapters:
+  - file: complex_and_trig
   - file: eigen_I
-  - file: greek_square 
-- caption: Probability and Distributions
-  numbered: true
-  chapters:
-  - file: prob_dist
-  - file: observed_distributions
-  - file: fitting_distributions
-  - file: bivariate_dist
-  - file: lln_clt
-  - file: monte_carlo
-  - file: heavy_tails
-  - file: schelling
+  - file: greek_square
 - caption: Nonlinear Dynamics
   numbered: true
   chapters:
   - file: scalar_dynam
   - file: solow
-  - file: msy_fishery
   - file: cobweb
   - file: olg
-  - file: commod_price
-- caption: Monetary-Fiscal Policy Interactions
+  - file: msy_fishery
+  - file: schelling
+- caption: Money, Inflation and Fiscal Policy
   numbered: true
   chapters:
+  - file: cagan_ree
+  - file: cagan_adaptive
   - file: money_inflation
   - file: unpleasant
   - file: money_inflation_nonlinear
   - file: laffer_adaptive
+  - file: french_rev
 - caption: Stochastic Dynamics
   numbered: true
   chapters:
@@ -68,6 +72,8 @@ parts:
   - file: markov_chains_I
   - file: markov_chains_II
   - file: time_series_with_matrices
+  - file: monte_carlo
+  - file: commod_price
 - caption: Optimization
   numbered: true
   chapters:
@@ -86,12 +92,6 @@ parts:
   chapters:
   - file: supply_demand_multiple_goods
   - file: supply_demand_heterogeneity
-- caption: Estimation
-  numbered: true
-  chapters:
-  - file: simple_linear_regression
-  - file: mle
-  - file: bayes_intro
 - caption: Other
   numbered: true
   chapters:
diff --git a/lectures/french_rev.md b/lectures/french_rev.md
index 078af708..cd9d1d27 100644
--- a/lectures/french_rev.md
+++ b/lectures/french_rev.md
@@ -11,7 +11,7 @@ kernelspec:
   name: python3
 ---
 
-# Inflation During French Revolution
+# Inflation During the French Revolution
 
 
 ## Overview