diff --git a/ab_test_guest_journey_monitoring.ipynb b/ab_test_guest_journey_monitoring.ipynb
index fe56f13..c148b25 100644
--- a/ab_test_guest_journey_monitoring.ipynb
+++ b/ab_test_guest_journey_monitoring.ipynb
@@ -12,7 +12,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 23,
+   "execution_count": 30,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -29,14 +29,14 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 24,
+   "execution_count": 31,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "/home/uri/.superhog-dwh/credentials.yml\n"
+      "/home/joaquin/.superhog-dwh/credentials.yml\n"
      ]
     }
    ],
@@ -47,7 +47,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 25,
+   "execution_count": 32,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -79,7 +79,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 26,
+   "execution_count": 33,
    "metadata": {},
    "outputs": [
     {
@@ -111,17 +111,17 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 34,
    "metadata": {},
    "outputs": [],
    "source": [
     "# A/B test name to measure\n",
     "#ab_test_name = \"AAVariantTest\"\n",
-    "ab_test_name = \"VerificationProductSelectionButtonPosition\"\n",
+    "ab_test_name = \"ShowNewIllustrations\"\n",
     "\n",
     "# Define the variations in which we want to run the tests\n",
-    "var_A = 'Relative' # Ideally, this should be the control group\n",
-    "var_B = 'Fixed' # Ideally, this should be the study group\n",
+    "var_A = 'OldIllustrations' # Ideally, this should be the control group\n",
+    "var_B = 'NewIllustrations' # Ideally, this should be the study group\n",
     "\n",
     "variations = [var_A, var_B]\n"
    ]
@@ -136,52 +136,52 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 28,
+   "execution_count": 35,
    "metadata": {},
    "outputs": [
     {
      "name": "stdout",
      "output_type": "stream",
      "text": [
-      "                                 ab_test_name variation last_update  \\\n",
-      "0  VerificationProductSelectionButtonPosition     Fixed  2024-12-11   \n",
-      "1  VerificationProductSelectionButtonPosition  Relative  2024-12-11   \n",
+      "           ab_test_name         variation last_update  guest_journeys_count  \\\n",
+      "0  ShowNewIllustrations  NewIllustrations  2025-02-26                   474   \n",
+      "1  ShowNewIllustrations  OldIllustrations  2025-02-26                   466   \n",
       "\n",
-      "   guest_journeys_count  guest_journey_started_count  \\\n",
-      "0                    18                           18   \n",
-      "1                    24                           24   \n",
+      "   guest_journey_started_count  guest_journey_completed_count  \\\n",
+      "0                          474                            274   \n",
+      "1                          466                            255   \n",
       "\n",
-      "   guest_journey_completed_count  guest_journey_with_responses_count  \\\n",
-      "0                              3                                   2   \n",
-      "1                             10                                   3   \n",
+      "   guest_journey_with_responses_count  guest_journey_with_payment_count  \\\n",
+      "0                                  98                               160   \n",
+      "1                                 102                               140   \n",
       "\n",
-      "   guest_journey_with_payment_count  guest_revenue_count  deposit_count  ...  \\\n",
-      "0                                 4                    4              1  ...   \n",
-      "1                                 5                    5              1  ...   \n",
+      "   guest_revenue_count  deposit_count  ...  \\\n",
+      "0                  160             25  ...   \n",
+      "1                  140             26  ...   \n",
       "\n",
       "   guest_revenue_avg_per_guest_journey  guest_revenue_sdv_per_guest_journey  \\\n",
-      "0                             5.800667                            13.402593   \n",
-      "1                             5.902642                            13.025999   \n",
+      "0                             8.706173                            14.797536   \n",
+      "1                             7.277096                            12.552086   \n",
       "\n",
       "   deposit_avg_per_guest_journey  deposit_sdv_per_guest_journey  \\\n",
-      "0                       0.367500                       1.559170   \n",
-      "1                       0.261454                       1.280859   \n",
+      "0                       0.347666                       1.642609   \n",
+      "1                       0.382324                       1.689702   \n",
       "\n",
       "   waiver_avg_per_guest_journey  waiver_sdv_per_guest_journey  \\\n",
-      "0                      4.910261                     11.769242   \n",
-      "1                      5.641188                     13.081060   \n",
+      "0                      8.242979                     14.719363   \n",
+      "1                      6.748036                     12.430776   \n",
       "\n",
       "   check_in_cover_avg_per_guest_journey  check_in_cover_sdv_per_guest_journey  \\\n",
-      "0                              0.522906                                2.2185   \n",
-      "1                              0.000000                                0.0000   \n",
+      "0                              0.115528                              1.025914   \n",
+      "1                              0.146735                              1.118852   \n",
       "\n",
       "   csat_avg_per_guest_journey_with_response  \\\n",
-      "0                                       4.0   \n",
-      "1                                       3.0   \n",
+      "0                                  3.959184   \n",
+      "1                                  3.754902   \n",
       "\n",
       "   csat_sdv_per_guest_journey_with_response  \n",
-      "0                                  1.414214  \n",
-      "1                                  1.732051  \n",
+      "0                                  0.962368  \n",
+      "1                                  0.958921  \n",
       "\n",
       "[2 rows x 26 columns]\n"
      ]
@@ -232,6 +232,7 @@
     "\tintermediate.int_core__ab_test_monitoring_guest_journey\n",
     "where\n",
     "\tab_test_name = '{}'\n",
+    "    and first_appearance_at_utc >= '2025-02-25 09:45:00'\n",
     "group by\n",
     "\t1,2\n",
     "\"\"\".format(ab_test_name)\n",
@@ -250,12 +251,12 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 29,
+   "execution_count": 36,
    "metadata": {},
    "outputs": [
     {
      "data": {
-      "image/png": "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",
+      "image/png": "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",
       "text/plain": [
        "<Figure size 800x600 with 1 Axes>"
       ]
@@ -323,7 +324,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 30,
+   "execution_count": 37,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -401,7 +402,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 31,
+   "execution_count": 38,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -491,7 +492,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 32,
+   "execution_count": 39,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -562,7 +563,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 33,
+   "execution_count": 40,
    "metadata": {},
    "outputs": [
     {
@@ -570,16 +571,16 @@
      "output_type": "stream",
      "text": [
       "                          metric  relative_difference   p_value\n",
-      "0                conversion_rate             1.500000  0.082857\n",
-      "1                   payment_rate            -0.062500  0.913554\n",
-      "2            waiver_payment_rate             0.000000  1.000000\n",
-      "3           deposit_payment_rate            -0.250000  0.834319\n",
-      "4               CIH_payment_rate            -1.000000  0.242526\n",
-      "5       avg_guest_revenue_per_gj             0.017580  0.980584\n",
-      "6      avg_waiver_revenue_per_gj             0.148857  0.851687\n",
-      "7     avg_deposit_revenue_per_gj            -0.288560  0.816919\n",
-      "8         avg_CIH_revenue_per_gj            -1.000000  0.331333\n",
-      "9  avg_csat_per_gj_with_response            -0.250000  0.608173\n"
+      "0                conversion_rate             0.056375  0.340432\n",
+      "1                   payment_rate             0.123568  0.222161\n",
+      "2            waiver_payment_rate             0.164224  0.162833\n",
+      "3           deposit_payment_rate            -0.054690  0.836406\n",
+      "4               CIH_payment_rate            -0.262658  0.568235\n",
+      "5       avg_guest_revenue_per_gj             0.196380  0.110789\n",
+      "6      avg_waiver_revenue_per_gj             0.221537  0.092980\n",
+      "7     avg_deposit_revenue_per_gj            -0.090651  0.750024\n",
+      "8         avg_CIH_revenue_per_gj            -0.212677  0.656160\n",
+      "9  avg_csat_per_gj_with_response             0.054404  0.136008\n"
      ]
     }
    ],
@@ -610,7 +611,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": 34,
+   "execution_count": 41,
    "metadata": {},
    "outputs": [
     {
@@ -618,27 +619,27 @@
      "output_type": "stream",
      "text": [
       "\n",
-      "VerificationProductSelectionButtonPosition results (last updated at 2024-12-11)\n",
+      "ShowNewIllustrations results (last updated at 2025-02-26)\n",
       "\n",
-      "Total Guest Journeys affected by this A/B test: 42 - Total Guest Revenue: 246 GBP.\n",
-      "  Variation Fixed: Guest Journeys 18 (42.9%) - Guest Revenue: 104 GBP (42.4%).\n",
-      "  Variation Relative: Guest Journeys 24 (57.1%) - Guest Revenue: 141 GBP (57.6%).\n",
+      "Total Guest Journeys affected by this A/B test: 940 - Total Guest Revenue: 7517 GBP.\n",
+      "  Variation OldIllustrations: Guest Journeys 466 (49.6%) - Guest Revenue: 3391 GBP (45.1%).\n",
+      "  Variation NewIllustrations: Guest Journeys 474 (50.4%) - Guest Revenue: 4126 GBP (54.9%).\n",
       "\n",
-      "Main Metrics - Comparing Relative vs. Fixed.\n",
+      "Main Metrics - Comparing NewIllustrations vs. OldIllustrations.\n",
       "\n",
-      "CONVERSION RATE (not significant): 41.7% vs. 16.7% (25.0% ppts.| 150.0%).\n",
-      "PAYMENT RATE (not significant): 20.8% vs. 22.2% (-1.4% ppts.| -6.2%).\n",
-      "AVG GUEST REVENUE PER GJ (not significant): 5.9 vs. 5.8 (0.1 ppts.| 1.8%).\n",
+      "CONVERSION RATE (not significant): 57.8% vs. 54.7% (3.1% ppts.| 5.6%).\n",
+      "PAYMENT RATE (not significant): 33.8% vs. 30.0% (3.7% ppts.| 12.4%).\n",
+      "AVG GUEST REVENUE PER GJ (not significant): 8.71 vs. 7.28 (1.43 ppts.| 19.6%).\n",
       "\n",
       "Other Metrics\n",
       "\n",
-      "WAIVER PAYMENT RATE (not significant): 16.7% vs. 16.7% (0.0% ppts.| 0.0%).\n",
-      "DEPOSIT PAYMENT RATE (not significant): 4.2% vs. 5.6% (-1.4% ppts.| -25.0%).\n",
-      "CIH PAYMENT RATE (not significant): 0.0% vs. 5.6% (-5.6% ppts.| -100.0%).\n",
-      "AVG WAIVER REVENUE PER GJ (not significant): 5.64 vs. 4.91 (0.73 ppts.| 14.9%).\n",
-      "AVG DEPOSIT REVENUE PER GJ (not significant): 0.26 vs. 0.37 (-0.11 ppts.| -28.9%).\n",
-      "AVG CIH REVENUE PER GJ (not significant): 0.0 vs. 0.52 (-0.52 ppts.| -100.0%).\n",
-      "AVG CSAT PER GJ WITH RESPONSE (not significant): 3.0 vs. 4.0 (-1.0 ppts.| -25.0%).\n"
+      "WAIVER PAYMENT RATE (not significant): 28.5% vs. 24.5% (4.0% ppts.| 16.4%).\n",
+      "DEPOSIT PAYMENT RATE (not significant): 5.3% vs. 5.6% (-0.3% ppts.| -5.5%).\n",
+      "CIH PAYMENT RATE (not significant): 1.3% vs. 1.7% (-0.5% ppts.| -26.3%).\n",
+      "AVG WAIVER REVENUE PER GJ (not significant): 8.24 vs. 6.75 (1.49 ppts.| 22.2%).\n",
+      "AVG DEPOSIT REVENUE PER GJ (not significant): 0.35 vs. 0.38 (-0.03 ppts.| -9.1%).\n",
+      "AVG CIH REVENUE PER GJ (not significant): 0.12 vs. 0.15 (-0.03 ppts.| -21.3%).\n",
+      "AVG CSAT PER GJ WITH RESPONSE (not significant): 3.96 vs. 3.75 (0.2 ppts.| 5.4%).\n"
      ]
     }
    ],