From 1c104b0b8ada2ccb98dc21301d67953ee559ea9d Mon Sep 17 00:00:00 2001
From: ray-p144 <ray-p144@users.noreply.github.com>
Date: Sat, 24 Dec 2022 18:33:42 -0700
Subject: [PATCH] Add iloc for indexing when getting terminal ID

The line:
```
transactions_df[transactions_df.TX_FRAUD==1].TERMINAL_ID.iloc[0]
```
fails if the transaction with an index of `0` within `transactions_df` is not identified as fraudulent.

Additionally, the line was updated from `transactions_df.TX_FRAUD==0` to `transactions_df.TX_FRAUD==1` and the correct value of `3059` was updated for the output
---
 Chapter_3_GettingStarted/BaselineFeatureTransformation.ipynb | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/Chapter_3_GettingStarted/BaselineFeatureTransformation.ipynb b/Chapter_3_GettingStarted/BaselineFeatureTransformation.ipynb
index 97d2ae1..1310d7f 100644
--- a/Chapter_3_GettingStarted/BaselineFeatureTransformation.ipynb
+++ b/Chapter_3_GettingStarted/BaselineFeatureTransformation.ipynb
@@ -1944,7 +1944,7 @@
     {
      "data": {
       "text/plain": [
-       "3156"
+       "3059"
       ]
      },
      "execution_count": 16,
@@ -1954,7 +1954,7 @@
    ],
    "source": [
     "# Get the first terminal ID that contains frauds\n",
-    "transactions_df[transactions_df.TX_FRAUD==0].TERMINAL_ID[0]"
+    "transactions_df[transactions_df.TX_FRAUD==1].TERMINAL_ID.iloc[0]"
    ]
   },
   {