diff --git a/doc/dandelion/images/Dandelion.xml b/doc/dandelion/images/Dandelion.xml
index fa3ddc212..ddafdbea5 100644
--- a/doc/dandelion/images/Dandelion.xml
+++ b/doc/dandelion/images/Dandelion.xml
@@ -1,2 +1,2 @@
 <?xml version="1.0" encoding="UTF-8"?>
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name="t95_2">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</diagram></mxfile>
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diff --git a/doc/dandelion/simulation.md b/doc/dandelion/simulation.md
index ecd07b393..182fa341b 100644
--- a/doc/dandelion/simulation.md
+++ b/doc/dandelion/simulation.md
@@ -6,16 +6,17 @@ In this scenario, we simulate a successfull aggregation but a failed transaction
 
 This document also helps visualizing all the timers in a simple way.
 
-## Initial Situation
-
-![Initial situation](images/ti.png)
-
-## T = 0
-
-A sends grins to B. B adds the transaction to its stempool and starts its patience timer.
+## T = 0 - Initial Situation
 
 ![t = 0](images/t0.png)
 
+## T = 5
+
+A sends grins to B. 
+B flips a coin and decides to add it to its stempool and starts the embargo timer for this transaction.
+
+![t = 5](images/t5.png)
+
 ## T = 10
 
 B waits until he runs out of patience.
@@ -24,70 +25,64 @@ B waits until he runs out of patience.
 
 ## T = 30
 
-B runs out of patience, flips a coin, broadcasts the transaction to its stem relay and starts the embargo timer for this transaction.
+B runs out of patience and broadcasts the aggregated stem transaction to its Dandelion relay H.
+H receives the stem transaction, flips a coin and decides to add it to its stempool and starts the embargo timer for this transaction.
 
 ![t = 30](images/t30.png)
 
-## T = 35
-
-B and H wait.
-
-![t = 35](images/t35.png)
-
 ## T = 40
 
 G sends grins to E.
-E adds the transaction to its stempool and starts its patience timer.
+E flips a coin and decides to add it to its stempool and starts the embargo timer for this transaction.
+B and H wait.
 
 ![t = 40](images/t40.png)
 
-## T = 50
-
-B, H and E wait.
-
-![t = 50](images/t50.png)
-
 ## T = 55
 
 B spends B1 to D.
-D adds the transaction to its stempool and starts its patience timer.
+D flips a coin and decides to add it to its stempool and starts the embargo timer for this transaction.
+H runs out of patience broadcasts the aggregated stem transaction to its Dandelion relay E.
+E receives the stem transaction, flips a coin and decides to add it to its stempool and starts the embargo timer for this transaction.
 
 ![t = 55](images/t55.png)
 
-## T = 60
-
-H runs out of patience, flips a coin, broadcasts the transaction to its stem relay and starts the embargo timer for this transaction.
-
-![t = 60](images/t60.png)
-
 ## T = 65
 
-Waiting.
+Nodes are waiting.
 
 ![t = 65](images/t65.png)
 
 ## T = 70
 
-E runs out of patience, flips a coin, broadcasts the aggregated transaction to its stem relay and starts the embargo timer for this transaction.
+E runs out of patience broadcasts the aggregated stem transaction to its Dandelion relay F.
+F receives the stem transaction, flips a coin and decides to add it to its stempool and starts the embargo timer for this transaction.
 
 ![t = 70](images/t70.png)
 
-## T = 75
+## T = 80
 
-Waiting.
+D runs out of patience, broadcasts the aggregated stem transaction to its Dandelion relay.
+E receives the stem transaction, flips a coin and decides to add it to its stempool and starts the embargo timer for this transaction. aggregates them (thus removing duplicate input/output pair B1) and starts its patience timer.
 
-![t = 75](images/t75.png)
+![t = 80](images/t80.png)
 
 ## T = 85
 
-D runs out of patience, flips a coin, broadcasts the aggregated transaction to its stem relay and starts the embargo timer for this transaction.
-E receives the stem transaction, aggregates them (thus removing duplicate input/output pair B1) and starts its patience timer.
+Nodes are waiting.
 
 ![t = 85](images/t85.png)
 
-## T = 100
+## T = 95 - Step 1
 
-F runs out of patience, flips a coin, broadcasts the aggregated transaction to all its peers (fluff in the mempool).
+F runs out of patience, broadcasts the aggregated stem transaction to its Dandelion relay H.
+H receives the transaction, flips a coin and decide to broadcast the transaction to all its peers (fluff in the mempool).
+
+![t = 95_1](images/t95_1.png)
+
+## T = 95 - Step 2
+
+All the nodes add this transaction to their mempool and remove the related transactions from their stempool.
 E receives the transaction in its mempool and reverts the state of its stempool to avoid conflicting transactions.
 
-![t = 100](images/t100.png)
+![t = 95_2](images/t95_2.png)