From ce8853411eebedeb2aa706cb6ebfa0e6a4ea2fd6 Mon Sep 17 00:00:00 2001
From: aidagarcd <aidagarcd@gmail.com>
Date: Tue, 9 Jan 2024 13:44:51 +0100
Subject: [PATCH] aida 9 mysql lab

---
 .../aida 9 mysql lab-checkpoint.ipynb         | 1248 +++++++++++++++++
 aida 9 mysql lab.ipynb                        | 1248 +++++++++++++++++
 aida mysql 9.sql                              |   42 +
 3 files changed, 2538 insertions(+)
 create mode 100644 .ipynb_checkpoints/aida 9 mysql lab-checkpoint.ipynb
 create mode 100644 aida 9 mysql lab.ipynb
 create mode 100644 aida mysql 9.sql

diff --git a/.ipynb_checkpoints/aida 9 mysql lab-checkpoint.ipynb b/.ipynb_checkpoints/aida 9 mysql lab-checkpoint.ipynb
new file mode 100644
index 0000000..7cddd40
--- /dev/null
+++ b/.ipynb_checkpoints/aida 9 mysql lab-checkpoint.ipynb	
@@ -0,0 +1,1248 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "4673f688",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import seaborn as sns\n",
+    "from scipy import stats\n",
+    "import matplotlib.pyplot as plt\n",
+    "from sklearn.linear_model import LinearRegression\n",
+    "from sklearn.model_selection import train_test_split\n",
+    "from sklearn.preprocessing import OneHotEncoder, Normalizer, StandardScaler, MinMaxScaler\n",
+    "from sklearn.metrics import mean_squared_error, r2_score, mean_absolute_error\n",
+    "import warnings\n",
+    "warnings.filterwarnings('ignore')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "405863d1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import mysql.connector"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "7420ccc2",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Results of the first query (May):\n",
+      "Customer ID: 130, Rental Count: 4\n",
+      "Customer ID: 459, Rental Count: 2\n",
+      "Customer ID: 408, Rental Count: 6\n",
+      "Customer ID: 333, Rental Count: 2\n",
+      "Customer ID: 222, Rental Count: 10\n",
+      "Customer ID: 549, Rental Count: 8\n",
+      "Customer ID: 269, Rental Count: 12\n",
+      "Customer ID: 239, Rental Count: 12\n",
+      "Customer ID: 126, Rental Count: 6\n",
+      "Customer ID: 399, Rental Count: 6\n",
+      "Customer ID: 142, Rental Count: 6\n",
+      "Customer ID: 261, Rental Count: 8\n",
+      "Customer ID: 334, Rental Count: 4\n",
+      "Customer ID: 446, Rental Count: 6\n",
+      "Customer ID: 319, Rental Count: 6\n",
+      "Customer ID: 316, Rental Count: 6\n",
+      "Customer ID: 575, Rental Count: 10\n",
+      "Customer ID: 19, Rental Count: 12\n",
+      "Customer ID: 456, Rental Count: 2\n",
+      "Customer ID: 185, Rental Count: 6\n",
+      "Customer ID: 388, Rental Count: 4\n",
+      "Customer ID: 509, Rental Count: 4\n",
+      "Customer ID: 438, Rental Count: 6\n",
+      "Customer ID: 350, Rental Count: 4\n",
+      "Customer ID: 37, Rental Count: 4\n",
+      "Customer ID: 371, Rental Count: 12\n",
+      "Customer ID: 301, Rental Count: 6\n",
+      "Customer ID: 232, Rental Count: 4\n",
+      "Customer ID: 44, Rental Count: 10\n",
+      "Customer ID: 430, Rental Count: 4\n",
+      "Customer ID: 369, Rental Count: 8\n",
+      "Customer ID: 230, Rental Count: 4\n",
+      "Customer ID: 272, Rental Count: 8\n",
+      "Customer ID: 597, Rental Count: 4\n",
+      "Customer ID: 484, Rental Count: 6\n",
+      "Customer ID: 88, Rental Count: 2\n",
+      "Customer ID: 535, Rental Count: 8\n",
+      "Customer ID: 302, Rental Count: 4\n",
+      "Customer ID: 207, Rental Count: 12\n",
+      "Customer ID: 413, Rental Count: 4\n",
+      "Customer ID: 174, Rental Count: 4\n",
+      "Customer ID: 523, Rental Count: 4\n",
+      "Customer ID: 532, Rental Count: 2\n",
+      "Customer ID: 436, Rental Count: 6\n",
+      "Customer ID: 7, Rental Count: 10\n",
+      "Customer ID: 35, Rental Count: 4\n",
+      "Customer ID: 282, Rental Count: 6\n",
+      "Customer ID: 498, Rental Count: 6\n",
+      "Customer ID: 18, Rental Count: 6\n",
+      "Customer ID: 256, Rental Count: 10\n",
+      "Customer ID: 507, Rental Count: 4\n",
+      "Customer ID: 569, Rental Count: 10\n",
+      "Customer ID: 291, Rental Count: 6\n",
+      "Customer ID: 131, Rental Count: 6\n",
+      "Customer ID: 511, Rental Count: 4\n",
+      "Customer ID: 6, Rental Count: 6\n",
+      "Customer ID: 323, Rental Count: 6\n",
+      "Customer ID: 470, Rental Count: 2\n",
+      "Customer ID: 250, Rental Count: 10\n",
+      "Customer ID: 419, Rental Count: 2\n",
+      "Customer ID: 383, Rental Count: 4\n",
+      "Customer ID: 368, Rental Count: 8\n",
+      "Customer ID: 346, Rental Count: 4\n",
+      "Customer ID: 86, Rental Count: 2\n",
+      "Customer ID: 119, Rental Count: 6\n",
+      "Customer ID: 120, Rental Count: 4\n",
+      "Customer ID: 305, Rental Count: 2\n",
+      "Customer ID: 73, Rental Count: 4\n",
+      "Customer ID: 100, Rental Count: 2\n",
+      "Customer ID: 48, Rental Count: 6\n",
+      "Customer ID: 391, Rental Count: 10\n",
+      "Customer ID: 265, Rental Count: 2\n",
+      "Customer ID: 510, Rental Count: 6\n",
+      "Customer ID: 1, Rental Count: 4\n",
+      "Customer ID: 451, Rental Count: 6\n",
+      "Customer ID: 135, Rental Count: 4\n",
+      "Customer ID: 245, Rental Count: 12\n",
+      "Customer ID: 314, Rental Count: 4\n",
+      "Customer ID: 286, Rental Count: 2\n",
+      "Customer ID: 427, Rental Count: 2\n",
+      "Customer ID: 492, Rental Count: 2\n",
+      "Customer ID: 414, Rental Count: 4\n",
+      "Customer ID: 266, Rental Count: 4\n",
+      "Customer ID: 331, Rental Count: 4\n",
+      "Customer ID: 53, Rental Count: 12\n",
+      "Customer ID: 499, Rental Count: 2\n",
+      "Customer ID: 25, Rental Count: 4\n",
+      "Customer ID: 267, Rental Count: 6\n",
+      "Customer ID: 288, Rental Count: 8\n",
+      "Customer ID: 197, Rental Count: 16\n",
+      "Customer ID: 400, Rental Count: 8\n",
+      "Customer ID: 49, Rental Count: 8\n",
+      "Customer ID: 263, Rental Count: 4\n",
+      "Customer ID: 208, Rental Count: 2\n",
+      "Customer ID: 468, Rental Count: 10\n",
+      "Customer ID: 343, Rental Count: 4\n",
+      "Customer ID: 384, Rental Count: 8\n",
+      "Customer ID: 310, Rental Count: 2\n",
+      "Customer ID: 108, Rental Count: 4\n",
+      "Customer ID: 196, Rental Count: 8\n",
+      "Customer ID: 317, Rental Count: 2\n",
+      "Customer ID: 242, Rental Count: 6\n",
+      "Customer ID: 503, Rental Count: 8\n",
+      "Customer ID: 227, Rental Count: 4\n",
+      "Customer ID: 500, Rental Count: 6\n",
+      "Customer ID: 93, Rental Count: 6\n",
+      "Customer ID: 506, Rental Count: 14\n",
+      "Customer ID: 455, Rental Count: 4\n",
+      "Customer ID: 524, Rental Count: 4\n",
+      "Customer ID: 51, Rental Count: 6\n",
+      "Customer ID: 365, Rental Count: 4\n",
+      "Customer ID: 405, Rental Count: 4\n",
+      "Customer ID: 273, Rental Count: 4\n",
+      "Customer ID: 43, Rental Count: 4\n",
+      "Customer ID: 246, Rental Count: 10\n",
+      "Customer ID: 439, Rental Count: 6\n",
+      "Customer ID: 94, Rental Count: 4\n",
+      "Customer ID: 40, Rental Count: 2\n",
+      "Customer ID: 23, Rental Count: 6\n",
+      "Customer ID: 56, Rental Count: 8\n",
+      "Customer ID: 325, Rental Count: 2\n",
+      "Customer ID: 479, Rental Count: 4\n",
+      "Customer ID: 237, Rental Count: 4\n",
+      "Customer ID: 304, Rental Count: 6\n",
+      "Customer ID: 504, Rental Count: 6\n",
+      "Customer ID: 560, Rental Count: 2\n",
+      "Customer ID: 586, Rental Count: 4\n",
+      "Customer ID: 257, Rental Count: 6\n",
+      "Customer ID: 354, Rental Count: 6\n",
+      "Customer ID: 89, Rental Count: 6\n",
+      "Customer ID: 472, Rental Count: 8\n",
+      "Customer ID: 297, Rental Count: 4\n",
+      "Customer ID: 357, Rental Count: 6\n",
+      "Customer ID: 82, Rental Count: 4\n",
+      "Customer ID: 433, Rental Count: 4\n",
+      "Customer ID: 274, Rental Count: 12\n",
+      "Customer ID: 429, Rental Count: 10\n",
+      "Customer ID: 14, Rental Count: 10\n",
+      "Customer ID: 57, Rental Count: 4\n",
+      "Customer ID: 348, Rental Count: 4\n",
+      "Customer ID: 551, Rental Count: 10\n",
+      "Customer ID: 462, Rental Count: 4\n",
+      "Customer ID: 344, Rental Count: 4\n",
+      "Customer ID: 505, Rental Count: 4\n",
+      "Customer ID: 290, Rental Count: 2\n",
+      "Customer ID: 182, Rental Count: 4\n",
+      "Customer ID: 296, Rental Count: 8\n",
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+      "Customer ID: 33, Rental Count: 2\n",
+      "Customer ID: 322, Rental Count: 4\n",
+      "Customer ID: 401, Rental Count: 6\n",
+      "Customer ID: 469, Rental Count: 10\n",
+      "Customer ID: 381, Rental Count: 6\n",
+      "Customer ID: 107, Rental Count: 4\n",
+      "Customer ID: 176, Rental Count: 10\n",
+      "Customer ID: 533, Rental Count: 6\n",
+      "Customer ID: 552, Rental Count: 2\n",
+      "Customer ID: 47, Rental Count: 6\n",
+      "Customer ID: 548, Rental Count: 6\n",
+      "Customer ID: 75, Rental Count: 4\n",
+      "Customer ID: 587, Rental Count: 4\n",
+      "Customer ID: 254, Rental Count: 4\n",
+      "Customer ID: 556, Rental Count: 6\n",
+      "Customer ID: 125, Rental Count: 2\n",
+      "Customer ID: 515, Rental Count: 4\n",
+      "Customer ID: 243, Rental Count: 2\n",
+      "Customer ID: 247, Rental Count: 6\n",
+      "Customer ID: 412, Rental Count: 8\n",
+      "Customer ID: 437, Rental Count: 6\n",
+      "Customer ID: 270, Rental Count: 4\n",
+      "Customer ID: 29, Rental Count: 2\n",
+      "Customer ID: 564, Rental Count: 4\n",
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+      "Customer ID: 460, Rental Count: 8\n",
+      "Customer ID: 318, Rental Count: 2\n",
+      "Customer ID: 467, Rental Count: 2\n",
+      "Customer ID: 221, Rental Count: 2\n",
+      "Customer ID: 571, Rental Count: 4\n",
+      "Customer ID: 312, Rental Count: 8\n",
+      "Customer ID: 58, Rental Count: 6\n",
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+      "Customer ID: 566, Rental Count: 4\n",
+      "Customer ID: 536, Rental Count: 4\n",
+      "Customer ID: 211, Rental Count: 2\n",
+      "Customer ID: 103, Rental Count: 4\n",
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+      "Customer ID: 204, Rental Count: 8\n",
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+      "Customer ID: 390, Rental Count: 4\n",
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+      "Customer ID: 482, Rental Count: 6\n",
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+      "Customer ID: 449, Rental Count: 6\n",
+      "Customer ID: 251, Rental Count: 12\n",
+      "Customer ID: 303, Rental Count: 6\n",
+      "Customer ID: 417, Rental Count: 6\n",
+      "Customer ID: 200, Rental Count: 2\n",
+      "Customer ID: 92, Rental Count: 4\n",
+      "Customer ID: 193, Rental Count: 4\n",
+      "Customer ID: 311, Rental Count: 10\n",
+      "Customer ID: 133, Rental Count: 4\n",
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+      "Customer ID: 582, Rental Count: 2\n",
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+      "Customer ID: 17, Rental Count: 6\n",
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+      "Customer ID: 577, Rental Count: 2\n",
+      "Customer ID: 65, Rental Count: 4\n",
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+      "Customer ID: 387, Rental Count: 8\n",
+      "Customer ID: 596, Rental Count: 12\n",
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+      "Customer ID: 547, Rental Count: 6\n",
+      "Customer ID: 375, Rental Count: 8\n",
+      "Customer ID: 277, Rental Count: 2\n",
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+      "Customer ID: 594, Rental Count: 8\n",
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+      "Customer ID: 249, Rental Count: 8\n",
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+      "Customer ID: 77, Rental Count: 10\n",
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+      "Customer ID: 411, Rental Count: 4\n",
+      "Customer ID: 85, Rental Count: 4\n",
+      "Customer ID: 117, Rental Count: 4\n",
+      "Customer ID: 330, Rental Count: 4\n",
+      "Customer ID: 252, Rental Count: 4\n",
+      "Customer ID: 518, Rental Count: 2\n",
+      "Customer ID: 215, Rental Count: 4\n",
+      "Customer ID: 259, Rental Count: 6\n",
+      "Customer ID: 5, Rental Count: 6\n",
+      "Customer ID: 363, Rental Count: 2\n",
+      "Customer ID: 454, Rental Count: 2\n",
+      "Customer ID: 276, Rental Count: 4\n",
+      "Customer ID: 483, Rental Count: 2\n",
+      "Customer ID: 420, Rental Count: 2\n",
+      "Customer ID: 576, Rental Count: 4\n",
+      "Customer ID: 435, Rental Count: 4\n",
+      "Customer ID: 563, Rental Count: 4\n",
+      "Customer ID: 146, Rental Count: 4\n",
+      "Customer ID: 50, Rental Count: 10\n",
+      "Customer ID: 149, Rental Count: 2\n",
+      "Customer ID: 124, Rental Count: 8\n",
+      "Customer ID: 352, Rental Count: 2\n",
+      "Customer ID: 72, Rental Count: 6\n",
+      "Customer ID: 27, Rental Count: 2\n",
+      "Customer ID: 562, Rental Count: 6\n",
+      "Customer ID: 553, Rental Count: 2\n",
+      "Customer ID: 593, Rental Count: 4\n",
+      "Customer ID: 26, Rental Count: 4\n",
+      "Customer ID: 402, Rental Count: 2\n",
+      "Customer ID: 171, Rental Count: 2\n",
+      "Customer ID: 235, Rental Count: 4\n",
+      "Customer ID: 225, Rental Count: 4\n",
+      "Customer ID: 474, Rental Count: 2\n",
+      "Customer ID: 441, Rental Count: 2\n",
+      "Customer ID: 573, Rental Count: 2\n",
+      "Customer ID: 217, Rental Count: 4\n",
+      "Customer ID: 79, Rental Count: 6\n",
+      "Customer ID: 380, Rental Count: 2\n",
+      "Customer ID: 517, Rental Count: 2\n",
+      "Customer ID: 530, Rental Count: 2\n",
+      "Customer ID: 122, Rental Count: 4\n",
+      "Customer ID: 406, Rental Count: 2\n",
+      "Customer ID: 358, Rental Count: 2\n",
+      "Customer ID: 328, Rental Count: 2\n",
+      "Customer ID: 8, Rental Count: 2\n",
+      "Customer ID: 99, Rental Count: 2\n",
+      "Customer ID: 52, Rental Count: 2\n",
+      "Customer ID: 326, Rental Count: 6\n",
+      "Customer ID: 339, Rental Count: 2\n",
+      "Customer ID: 477, Rental Count: 2\n",
+      "Customer ID: 62, Rental Count: 4\n",
+      "Customer ID: 128, Rental Count: 4\n",
+      "Customer ID: 349, Rental Count: 2\n",
+      "Customer ID: 192, Rental Count: 2\n",
+      "Customer ID: 156, Rental Count: 4\n",
+      "Customer ID: 561, Rental Count: 4\n",
+      "Customer ID: 486, Rental Count: 6\n",
+      "Customer ID: 366, Rental Count: 2\n",
+      "Customer ID: 115, Rental Count: 6\n",
+      "Customer ID: 385, Rental Count: 4\n",
+      "Customer ID: 550, Rental Count: 2\n",
+      "Customer ID: 137, Rental Count: 2\n",
+      "Customer ID: 141, Rental Count: 2\n",
+      "Customer ID: 66, Rental Count: 2\n",
+      "Customer ID: 367, Rental Count: 4\n",
+      "Customer ID: 210, Rental Count: 2\n",
+      "Customer ID: 440, Rental Count: 2\n",
+      "Customer ID: 520, Rental Count: 2\n",
+      "Customer ID: 581, Rental Count: 4\n",
+      "Customer ID: 279, Rental Count: 4\n",
+      "Customer ID: 262, Rental Count: 2\n",
+      "Customer ID: 11, Rental Count: 2\n",
+      "Customer ID: 12, Rental Count: 4\n",
+      "Customer ID: 123, Rental Count: 2\n",
+      "Customer ID: 513, Rental Count: 2\n",
+      "Customer ID: 216, Rental Count: 2\n",
+      "Customer ID: 389, Rental Count: 2\n",
+      "Customer ID: 397, Rental Count: 2\n",
+      "Customer ID: 24, Rental Count: 4\n",
+      "Customer ID: 599, Rental Count: 2\n",
+      "Customer ID: 485, Rental Count: 2\n",
+      "Customer ID: 164, Rental Count: 2\n",
+      "Customer ID: 280, Rental Count: 2\n",
+      "Customer ID: 541, Rental Count: 4\n",
+      "Customer ID: 457, Rental Count: 2\n",
+      "Customer ID: 362, Rental Count: 2\n",
+      "Customer ID: 70, Rental Count: 2\n",
+      "Customer ID: 519, Rental Count: 2\n",
+      "Customer ID: 116, Rental Count: 2\n",
+      "Customer ID: 570, Rental Count: 2\n",
+      "Customer ID: 443, Rental Count: 2\n",
+      "Customer ID: 404, Rental Count: 2\n",
+      "Customer ID: 356, Rental Count: 2\n",
+      "Customer ID: 278, Rental Count: 2\n",
+      "Customer ID: 271, Rental Count: 2\n",
+      "Customer ID: 425, Rental Count: 2\n",
+      "Customer ID: 497, Rental Count: 2\n",
+      "Customer ID: 260, Rental Count: 2\n",
+      "Customer ID: 353, Rental Count: 2\n",
+      "Customer ID: 466, Rental Count: 2\n",
+      "Customer ID: 481, Rental Count: 2\n",
+      "Customer ID: 355, Rental Count: 2\n",
+      "Customer ID: 189, Rental Count: 2\n",
+      "Customer ID: 74, Rental Count: 2\n",
+      "Customer ID: 180, Rental Count: 2\n",
+      "Customer ID: 234, Rental Count: 2\n",
+      "Customer ID: 431, Rental Count: 2\n",
+      "Customer ID: 191, Rental Count: 4\n",
+      "Customer ID: 351, Rental Count: 2\n",
+      "Customer ID: 10, Rental Count: 2\n",
+      "Customer ID: 136, Rental Count: 2\n",
+      "Customer ID: 61, Rental Count: 2\n",
+      "\n",
+      "Results of the second query (June):\n",
+      "Customer ID: 416, Rental Count: 10\n",
+      "Customer ID: 516, Rental Count: 12\n",
+      "Customer ID: 239, Rental Count: 10\n",
+      "Customer ID: 285, Rental Count: 6\n",
+      "Customer ID: 310, Rental Count: 12\n",
+      "Customer ID: 592, Rental Count: 10\n",
+      "Customer ID: 49, Rental Count: 10\n",
+      "Customer ID: 264, Rental Count: 8\n",
+      "Customer ID: 46, Rental Count: 14\n",
+      "Customer ID: 323, Rental Count: 6\n",
+      "Customer ID: 481, Rental Count: 8\n",
+      "Customer ID: 139, Rental Count: 8\n",
+      "Customer ID: 595, Rental Count: 4\n",
+      "Customer ID: 284, Rental Count: 6\n",
+      "Customer ID: 306, Rental Count: 4\n",
+      "Customer ID: 191, Rental Count: 12\n",
+      "Customer ID: 95, Rental Count: 8\n",
+      "Customer ID: 197, Rental Count: 16\n",
+      "Customer ID: 512, Rental Count: 6\n",
+      "Customer ID: 210, Rental Count: 4\n",
+      "Customer ID: 279, Rental Count: 10\n",
+      "Customer ID: 119, Rental Count: 6\n",
+      "Customer ID: 432, Rental Count: 6\n",
+      "Customer ID: 546, Rental Count: 8\n",
+      "Customer ID: 196, Rental Count: 16\n",
+      "Customer ID: 329, Rental Count: 18\n",
+      "Customer ID: 295, Rental Count: 18\n",
+      "Customer ID: 1, Rental Count: 14\n",
+      "Customer ID: 368, Rental Count: 12\n",
+      "Customer ID: 334, Rental Count: 6\n",
+      "Customer ID: 173, Rental Count: 10\n",
+      "Customer ID: 244, Rental Count: 6\n",
+      "Customer ID: 370, Rental Count: 2\n",
+      "Customer ID: 291, Rental Count: 6\n",
+      "Customer ID: 186, Rental Count: 12\n",
+      "Customer ID: 561, Rental Count: 18\n",
+      "Customer ID: 402, Rental Count: 6\n",
+      "Customer ID: 84, Rental Count: 12\n",
+      "Customer ID: 52, Rental Count: 8\n",
+      "Customer ID: 349, Rental Count: 8\n",
+      "Customer ID: 491, Rental Count: 14\n",
+      "Customer ID: 238, Rental Count: 6\n",
+      "Customer ID: 209, Rental Count: 8\n",
+      "Customer ID: 451, Rental Count: 14\n",
+      "Customer ID: 452, Rental Count: 14\n",
+      "Customer ID: 249, Rental Count: 10\n",
+      "Customer ID: 340, Rental Count: 16\n",
+      "Customer ID: 430, Rental Count: 12\n",
+      "Customer ID: 376, Rental Count: 4\n",
+      "Customer ID: 146, Rental Count: 14\n",
+      "Customer ID: 345, Rental Count: 8\n",
+      "Customer ID: 122, Rental Count: 14\n",
+      "Customer ID: 371, Rental Count: 14\n",
+      "Customer ID: 94, Rental Count: 10\n",
+      "Customer ID: 102, Rental Count: 4\n",
+      "Customer ID: 100, Rental Count: 8\n",
+      "Customer ID: 203, Rental Count: 8\n",
+      "Customer ID: 330, Rental Count: 10\n",
+      "Customer ID: 290, Rental Count: 10\n",
+      "Customer ID: 403, Rental Count: 12\n",
+      "Customer ID: 168, Rental Count: 2\n",
+      "Customer ID: 50, Rental Count: 8\n",
+      "Customer ID: 369, Rental Count: 2\n",
+      "Customer ID: 434, Rental Count: 14\n",
+      "Customer ID: 409, Rental Count: 4\n",
+      "Customer ID: 428, Rental Count: 10\n",
+      "Customer ID: 398, Rental Count: 6\n",
+      "Customer ID: 468, Rental Count: 12\n",
+      "Customer ID: 447, Rental Count: 8\n",
+      "Customer ID: 302, Rental Count: 2\n",
+      "Customer ID: 391, Rental Count: 10\n",
+      "Customer ID: 550, Rental Count: 12\n",
+      "Customer ID: 529, Rental Count: 6\n",
+      "Customer ID: 255, Rental Count: 8\n",
+      "Customer ID: 66, Rental Count: 14\n",
+      "Customer ID: 205, Rental Count: 8\n",
+      "Customer ID: 444, Rental Count: 12\n",
+      "Customer ID: 28, Rental Count: 10\n",
+      "Customer ID: 62, Rental Count: 14\n",
+      "Customer ID: 141, Rental Count: 6\n",
+      "Customer ID: 107, Rental Count: 14\n",
+      "Customer ID: 515, Rental Count: 12\n",
+      "Customer ID: 234, Rental Count: 16\n",
+      "Customer ID: 357, Rental Count: 8\n",
+      "Customer ID: 287, Rental Count: 8\n",
+      "Customer ID: 544, Rental Count: 8\n",
+      "Customer ID: 38, Rental Count: 10\n",
+      "Customer ID: 442, Rental Count: 8\n",
+      "Customer ID: 89, Rental Count: 10\n",
+      "Customer ID: 498, Rental Count: 12\n",
+      "Customer ID: 571, Rental Count: 12\n",
+      "Customer ID: 526, Rental Count: 18\n",
+      "Customer ID: 470, Rental Count: 6\n",
+      "Customer ID: 267, Rental Count: 18\n",
+      "Customer ID: 320, Rental Count: 10\n",
+      "Customer ID: 570, Rental Count: 14\n",
+      "Customer ID: 586, Rental Count: 4\n",
+      "Customer ID: 236, Rental Count: 16\n",
+      "Customer ID: 540, Rental Count: 10\n",
+      "Customer ID: 439, Rental Count: 12\n",
+      "Customer ID: 163, Rental Count: 12\n",
+      "Customer ID: 96, Rental Count: 14\n",
+      "Customer ID: 509, Rental Count: 4\n",
+      "Customer ID: 142, Rental Count: 4\n",
+      "Customer ID: 59, Rental Count: 6\n",
+      "Customer ID: 395, Rental Count: 12\n",
+      "Customer ID: 560, Rental Count: 4\n",
+      "Customer ID: 135, Rental Count: 6\n",
+      "Customer ID: 530, Rental Count: 6\n",
+      "Customer ID: 214, Rental Count: 6\n",
+      "Customer ID: 388, Rental Count: 10\n",
+      "Customer ID: 464, Rental Count: 4\n",
+      "Customer ID: 183, Rental Count: 8\n",
+      "Customer ID: 266, Rental Count: 8\n",
+      "Customer ID: 511, Rental Count: 8\n",
+      "Customer ID: 539, Rental Count: 6\n",
+      "Customer ID: 463, Rental Count: 8\n",
+      "Customer ID: 254, Rental Count: 10\n",
+      "Customer ID: 179, Rental Count: 4\n",
+      "Customer ID: 104, Rental Count: 8\n",
+      "Customer ID: 456, Rental Count: 14\n",
+      "Customer ID: 522, Rental Count: 8\n",
+      "Customer ID: 176, Rental Count: 16\n",
+      "Customer ID: 178, Rental Count: 16\n",
+      "Customer ID: 127, Rental Count: 6\n",
+      "Customer ID: 327, Rental Count: 12\n",
+      "Customer ID: 449, Rental Count: 6\n",
+      "Customer ID: 200, Rental Count: 14\n",
+      "Customer ID: 4, Rental Count: 12\n",
+      "Customer ID: 91, Rental Count: 8\n",
+      "Customer ID: 33, Rental Count: 4\n",
+      "Customer ID: 365, Rental Count: 10\n",
+      "Customer ID: 242, Rental Count: 12\n",
+      "Customer ID: 8, Rental Count: 6\n",
+      "Customer ID: 524, Rental Count: 6\n",
+      "Customer ID: 507, Rental Count: 6\n",
+      "Customer ID: 27, Rental Count: 16\n",
+      "Customer ID: 326, Rental Count: 8\n",
+      "Customer ID: 313, Rental Count: 6\n",
+      "Customer ID: 448, Rental Count: 10\n",
+      "Customer ID: 538, Rental Count: 8\n",
+      "Customer ID: 405, Rental Count: 12\n",
+      "Customer ID: 138, Rental Count: 6\n",
+      "Customer ID: 316, Rental Count: 14\n",
+      "Customer ID: 341, Rental Count: 14\n",
+      "Customer ID: 190, Rental Count: 10\n",
+      "Customer ID: 204, Rental Count: 12\n",
+      "Customer ID: 217, Rental Count: 6\n",
+      "Customer ID: 187, Rental Count: 14\n",
+      "Customer ID: 394, Rental Count: 2\n",
+      "Customer ID: 193, Rental Count: 12\n",
+      "Customer ID: 548, Rental Count: 6\n",
+      "Customer ID: 359, Rental Count: 8\n",
+      "Customer ID: 587, Rental Count: 8\n",
+      "Customer ID: 277, Rental Count: 14\n",
+      "Customer ID: 116, Rental Count: 12\n",
+      "Customer ID: 269, Rental Count: 6\n",
+      "Customer ID: 64, Rental Count: 4\n",
+      "Customer ID: 465, Rental Count: 8\n",
+      "Customer ID: 25, Rental Count: 12\n",
+      "Customer ID: 162, Rental Count: 10\n",
+      "Customer ID: 344, Rental Count: 6\n",
+      "Customer ID: 427, Rental Count: 10\n",
+      "Customer ID: 585, Rental Count: 8\n",
+      "Customer ID: 270, Rental Count: 8\n",
+      "Customer ID: 484, Rental Count: 8\n",
+      "Customer ID: 276, Rental Count: 6\n",
+      "Customer ID: 480, Rental Count: 4\n",
+      "Customer ID: 83, Rental Count: 8\n",
+      "Customer ID: 499, Rental Count: 8\n",
+      "Customer ID: 212, Rental Count: 8\n",
+      "Customer ID: 353, Rental Count: 6\n",
+      "Customer ID: 14, Rental Count: 2\n",
+      "Customer ID: 115, Rental Count: 6\n",
+      "Customer ID: 98, Rental Count: 12\n",
+      "Customer ID: 400, Rental Count: 6\n",
+      "Customer ID: 576, Rental Count: 14\n",
+      "Customer ID: 222, Rental Count: 4\n",
+      "Customer ID: 221, Rental Count: 10\n",
+      "Customer ID: 396, Rental Count: 6\n",
+      "Customer ID: 108, Rental Count: 10\n",
+      "Customer ID: 51, Rental Count: 4\n",
+      "Customer ID: 120, Rental Count: 12\n",
+      "Customer ID: 500, Rental Count: 10\n",
+      "Customer ID: 215, Rental Count: 12\n",
+      "Customer ID: 245, Rental Count: 6\n",
+      "Customer ID: 253, Rental Count: 12\n",
+      "Customer ID: 158, Rental Count: 8\n",
+      "Customer ID: 300, Rental Count: 4\n",
+      "Customer ID: 455, Rental Count: 8\n",
+      "Customer ID: 379, Rental Count: 6\n",
+      "Customer ID: 322, Rental Count: 14\n",
+      "Customer ID: 278, Rental Count: 8\n",
+      "Customer ID: 472, Rental Count: 12\n",
+      "Customer ID: 273, Rental Count: 10\n",
+      "Customer ID: 460, Rental Count: 2\n",
+      "Customer ID: 177, Rental Count: 10\n",
+      "Customer ID: 268, Rental Count: 16\n",
+      "Customer ID: 252, Rental Count: 6\n",
+      "Customer ID: 103, Rental Count: 8\n",
+      "Customer ID: 527, Rental Count: 8\n",
+      "Customer ID: 469, Rental Count: 4\n",
+      "Customer ID: 366, Rental Count: 4\n",
+      "Customer ID: 381, Rental Count: 10\n",
+      "Customer ID: 375, Rental Count: 6\n",
+      "Customer ID: 243, Rental Count: 6\n",
+      "Customer ID: 199, Rental Count: 6\n",
+      "Customer ID: 297, Rental Count: 10\n",
+      "Customer ID: 356, Rental Count: 6\n",
+      "Customer ID: 520, Rental Count: 6\n",
+      "Customer ID: 166, Rental Count: 8\n",
+      "Customer ID: 304, Rental Count: 8\n",
+      "Customer ID: 331, Rental Count: 6\n",
+      "Customer ID: 167, Rental Count: 6\n",
+      "Customer ID: 591, Rental Count: 6\n",
+      "Customer ID: 312, Rental Count: 4\n",
+      "Customer ID: 533, Rental Count: 12\n",
+      "Customer ID: 224, Rental Count: 6\n",
+      "Customer ID: 363, Rental Count: 10\n",
+      "Customer ID: 583, Rental Count: 12\n",
+      "Customer ID: 362, Rental Count: 10\n",
+      "Customer ID: 194, Rental Count: 10\n",
+      "Customer ID: 438, Rental Count: 12\n",
+      "Customer ID: 339, Rental Count: 10\n",
+      "Customer ID: 88, Rental Count: 6\n",
+      "Customer ID: 510, Rental Count: 16\n",
+      "Customer ID: 584, Rental Count: 4\n",
+      "Customer ID: 82, Rental Count: 10\n",
+      "Customer ID: 589, Rental Count: 10\n",
+      "Customer ID: 26, Rental Count: 14\n",
+      "Customer ID: 435, Rental Count: 4\n",
+      "Customer ID: 537, Rental Count: 8\n",
+      "Customer ID: 506, Rental Count: 10\n",
+      "Customer ID: 471, Rental Count: 10\n",
+      "Customer ID: 246, Rental Count: 10\n",
+      "Customer ID: 18, Rental Count: 8\n",
+      "Customer ID: 457, Rental Count: 18\n",
+      "Customer ID: 298, Rental Count: 8\n",
+      "Customer ID: 358, Rental Count: 12\n",
+      "Customer ID: 590, Rental Count: 10\n",
+      "Customer ID: 218, Rental Count: 6\n",
+      "Customer ID: 565, Rental Count: 6\n",
+      "Customer ID: 216, Rental Count: 10\n",
+      "Customer ID: 569, Rental Count: 4\n",
+      "Customer ID: 387, Rental Count: 12\n",
+      "Customer ID: 288, Rental Count: 2\n",
+      "Customer ID: 230, Rental Count: 12\n",
+      "Customer ID: 580, Rental Count: 2\n",
+      "Customer ID: 11, Rental Count: 6\n",
+      "Customer ID: 373, Rental Count: 4\n",
+      "Customer ID: 202, Rental Count: 8\n",
+      "Customer ID: 336, Rental Count: 16\n",
+      "Customer ID: 125, Rental Count: 8\n",
+      "Customer ID: 60, Rental Count: 4\n",
+      "Customer ID: 281, Rental Count: 4\n",
+      "Customer ID: 76, Rental Count: 12\n",
+      "Customer ID: 355, Rental Count: 4\n",
+      "Customer ID: 213, Rental Count: 18\n",
+      "Customer ID: 123, Rental Count: 10\n",
+      "Customer ID: 354, Rental Count: 8\n",
+      "Customer ID: 360, Rental Count: 8\n",
+      "Customer ID: 235, Rental Count: 4\n",
+      "Customer ID: 575, Rental Count: 6\n",
+      "Customer ID: 175, Rental Count: 4\n",
+      "Customer ID: 44, Rental Count: 8\n",
+      "Customer ID: 352, Rental Count: 10\n",
+      "Customer ID: 237, Rental Count: 10\n",
+      "Customer ID: 148, Rental Count: 10\n",
+      "Customer ID: 5, Rental Count: 10\n",
+      "Customer ID: 423, Rental Count: 10\n",
+      "Customer ID: 404, Rental Count: 8\n",
+      "Customer ID: 172, Rental Count: 6\n",
+      "Customer ID: 338, Rental Count: 14\n",
+      "Customer ID: 410, Rental Count: 12\n",
+      "Customer ID: 155, Rental Count: 10\n",
+      "Customer ID: 149, Rental Count: 14\n",
+      "Customer ID: 133, Rental Count: 8\n",
+      "Customer ID: 188, Rental Count: 8\n",
+      "Customer ID: 110, Rental Count: 2\n",
+      "Customer ID: 392, Rental Count: 8\n",
+      "Customer ID: 42, Rental Count: 8\n",
+      "Customer ID: 594, Rental Count: 12\n",
+      "Customer ID: 390, Rental Count: 10\n",
+      "Customer ID: 189, Rental Count: 10\n",
+      "Customer ID: 182, Rental Count: 8\n",
+      "Customer ID: 43, Rental Count: 2\n",
+      "Customer ID: 563, Rental Count: 4\n",
+      "Customer ID: 3, Rental Count: 8\n",
+      "Customer ID: 343, Rental Count: 14\n",
+      "Customer ID: 374, Rental Count: 8\n",
+      "Customer ID: 69, Rental Count: 4\n",
+      "Customer ID: 518, Rental Count: 4\n",
+      "Customer ID: 256, Rental Count: 14\n",
+      "Customer ID: 54, Rental Count: 8\n",
+      "Customer ID: 20, Rental Count: 8\n",
+      "Customer ID: 574, Rental Count: 10\n",
+      "Customer ID: 431, Rental Count: 14\n",
+      "Customer ID: 262, Rental Count: 8\n",
+      "Customer ID: 174, Rental Count: 8\n",
+      "Customer ID: 305, Rental Count: 8\n",
+      "Customer ID: 6, Rental Count: 8\n",
+      "Customer ID: 35, Rental Count: 12\n",
+      "Customer ID: 87, Rental Count: 10\n",
+      "Customer ID: 109, Rental Count: 10\n",
+      "Customer ID: 536, Rental Count: 6\n",
+      "Customer ID: 37, Rental Count: 6\n",
+      "Customer ID: 386, Rental Count: 10\n",
+      "Customer ID: 140, Rental Count: 8\n",
+      "Customer ID: 293, Rental Count: 14\n",
+      "Customer ID: 111, Rental Count: 12\n",
+      "Customer ID: 314, Rental Count: 4\n",
+      "Customer ID: 441, Rental Count: 4\n",
+      "Customer ID: 272, Rental Count: 6\n",
+      "Customer ID: 513, Rental Count: 6\n",
+      "Customer ID: 534, Rental Count: 10\n",
+      "Customer ID: 393, Rental Count: 10\n",
+      "Customer ID: 573, Rental Count: 8\n",
+      "Customer ID: 489, Rental Count: 8\n",
+      "Customer ID: 134, Rental Count: 8\n",
+      "Customer ID: 232, Rental Count: 4\n",
+      "Customer ID: 311, Rental Count: 6\n",
+      "Customer ID: 378, Rental Count: 8\n",
+      "Customer ID: 39, Rental Count: 12\n",
+      "Customer ID: 260, Rental Count: 16\n",
+      "Customer ID: 130, Rental Count: 12\n",
+      "Customer ID: 319, Rental Count: 12\n",
+      "Customer ID: 121, Rental Count: 4\n",
+      "Customer ID: 566, Rental Count: 8\n",
+      "Customer ID: 181, Rental Count: 8\n",
+      "Customer ID: 450, Rental Count: 14\n",
+      "Customer ID: 86, Rental Count: 14\n",
+      "Customer ID: 259, Rental Count: 8\n",
+      "Customer ID: 596, Rental Count: 4\n",
+      "Customer ID: 131, Rental Count: 4\n",
+      "Customer ID: 454, Rental Count: 20\n",
+      "Customer ID: 299, Rental Count: 14\n",
+      "Customer ID: 517, Rental Count: 10\n",
+      "Customer ID: 348, Rental Count: 6\n",
+      "Customer ID: 488, Rental Count: 4\n",
+      "Customer ID: 31, Rental Count: 22\n",
+      "Customer ID: 568, Rental Count: 10\n",
+      "Customer ID: 296, Rental Count: 6\n",
+      "Customer ID: 508, Rental Count: 2\n",
+      "Customer ID: 490, Rental Count: 2\n",
+      "Customer ID: 557, Rental Count: 6\n",
+      "Customer ID: 333, Rental Count: 8\n",
+      "Customer ID: 73, Rental Count: 4\n",
+      "Customer ID: 328, Rental Count: 10\n",
+      "Customer ID: 171, Rental Count: 14\n",
+      "Customer ID: 227, Rental Count: 8\n",
+      "Customer ID: 476, Rental Count: 8\n",
+      "Customer ID: 494, Rental Count: 2\n",
+      "Customer ID: 485, Rental Count: 4\n",
+      "Customer ID: 85, Rental Count: 12\n",
+      "Customer ID: 48, Rental Count: 4\n",
+      "Customer ID: 286, Rental Count: 4\n",
+      "Customer ID: 492, Rental Count: 8\n",
+      "Customer ID: 514, Rental Count: 12\n",
+      "Customer ID: 421, Rental Count: 6\n",
+      "Customer ID: 532, Rental Count: 4\n",
+      "Customer ID: 159, Rental Count: 4\n",
+      "Customer ID: 502, Rental Count: 6\n",
+      "Customer ID: 407, Rental Count: 4\n",
+      "Customer ID: 315, Rental Count: 2\n",
+      "Customer ID: 564, Rental Count: 2\n",
+      "Customer ID: 478, Rental Count: 12\n",
+      "Customer ID: 426, Rental Count: 10\n",
+      "Customer ID: 77, Rental Count: 10\n",
+      "Customer ID: 347, Rental Count: 10\n",
+      "Customer ID: 535, Rental Count: 4\n",
+      "Customer ID: 164, Rental Count: 6\n",
+      "Customer ID: 477, Rental Count: 8\n",
+      "Customer ID: 24, Rental Count: 10\n",
+      "Customer ID: 582, Rental Count: 6\n",
+      "Customer ID: 543, Rental Count: 10\n",
+      "Customer ID: 364, Rental Count: 10\n",
+      "Customer ID: 523, Rental Count: 8\n",
+      "Customer ID: 129, Rental Count: 12\n",
+      "Customer ID: 467, Rental Count: 8\n",
+      "Customer ID: 324, Rental Count: 4\n",
+      "Customer ID: 258, Rental Count: 6\n",
+      "Customer ID: 385, Rental Count: 6\n",
+      "Customer ID: 473, Rental Count: 8\n",
+      "Customer ID: 283, Rental Count: 10\n",
+      "Customer ID: 321, Rental Count: 4\n",
+      "Customer ID: 12, Rental Count: 12\n",
+      "Customer ID: 117, Rental Count: 4\n",
+      "Customer ID: 474, Rental Count: 4\n",
+      "Customer ID: 261, Rental Count: 12\n",
+      "Customer ID: 521, Rental Count: 4\n",
+      "Customer ID: 389, Rental Count: 6\n",
+      "Customer ID: 118, Rental Count: 6\n",
+      "Customer ID: 397, Rental Count: 4\n",
+      "Customer ID: 525, Rental Count: 2\n",
+      "Customer ID: 462, Rental Count: 6\n",
+      "Customer ID: 429, Rental Count: 8\n",
+      "Customer ID: 105, Rental Count: 6\n",
+      "Customer ID: 351, Rental Count: 6\n",
+      "Customer ID: 56, Rental Count: 8\n",
+      "Customer ID: 275, Rental Count: 8\n",
+      "Customer ID: 505, Rental Count: 8\n",
+      "Customer ID: 10, Rental Count: 10\n",
+      "Customer ID: 208, Rental Count: 10\n",
+      "Customer ID: 45, Rental Count: 10\n",
+      "Customer ID: 466, Rental Count: 10\n",
+      "Customer ID: 7, Rental Count: 10\n",
+      "Customer ID: 144, Rental Count: 12\n",
+      "Customer ID: 63, Rental Count: 2\n",
+      "Customer ID: 55, Rental Count: 10\n",
+      "Customer ID: 578, Rental Count: 6\n",
+      "Customer ID: 68, Rental Count: 10\n",
+      "Customer ID: 383, Rental Count: 12\n",
+      "Customer ID: 220, Rental Count: 2\n",
+      "Customer ID: 112, Rental Count: 8\n",
+      "Customer ID: 309, Rental Count: 8\n",
+      "Customer ID: 223, Rental Count: 4\n",
+      "Customer ID: 132, Rental Count: 12\n",
+      "Customer ID: 422, Rental Count: 8\n",
+      "Customer ID: 271, Rental Count: 2\n",
+      "Customer ID: 301, Rental Count: 6\n",
+      "Customer ID: 161, Rental Count: 4\n",
+      "Customer ID: 99, Rental Count: 4\n",
+      "Customer ID: 553, Rental Count: 6\n",
+      "Customer ID: 415, Rental Count: 4\n",
+      "Customer ID: 380, Rental Count: 16\n",
+      "Customer ID: 206, Rental Count: 6\n",
+      "Customer ID: 71, Rental Count: 6\n",
+      "Customer ID: 30, Rental Count: 8\n",
+      "Customer ID: 528, Rental Count: 4\n",
+      "Customer ID: 459, Rental Count: 14\n",
+      "Customer ID: 289, Rental Count: 12\n",
+      "Customer ID: 47, Rental Count: 6\n",
+      "Customer ID: 588, Rental Count: 10\n",
+      "Customer ID: 32, Rental Count: 8\n",
+      "Customer ID: 572, Rental Count: 6\n",
+      "Customer ID: 143, Rental Count: 10\n",
+      "Customer ID: 34, Rental Count: 6\n",
+      "Customer ID: 292, Rental Count: 8\n",
+      "Customer ID: 479, Rental Count: 12\n",
+      "Customer ID: 75, Rental Count: 10\n",
+      "Customer ID: 417, Rental Count: 2\n",
+      "Customer ID: 13, Rental Count: 8\n",
+      "Customer ID: 16, Rental Count: 8\n",
+      "Customer ID: 519, Rental Count: 6\n",
+      "Customer ID: 207, Rental Count: 2\n",
+      "Customer ID: 581, Rental Count: 6\n",
+      "Customer ID: 554, Rental Count: 8\n",
+      "Customer ID: 384, Rental Count: 14\n",
+      "Customer ID: 154, Rental Count: 6\n",
+      "Customer ID: 53, Rental Count: 10\n",
+      "Customer ID: 558, Rental Count: 10\n",
+      "Customer ID: 337, Rental Count: 4\n",
+      "Customer ID: 303, Rental Count: 8\n",
+      "Customer ID: 184, Rental Count: 4\n",
+      "Customer ID: 411, Rental Count: 6\n",
+      "Customer ID: 541, Rental Count: 4\n",
+      "Customer ID: 233, Rental Count: 8\n",
+      "Customer ID: 346, Rental Count: 6\n",
+      "Customer ID: 562, Rental Count: 8\n",
+      "Customer ID: 350, Rental Count: 8\n",
+      "Customer ID: 165, Rental Count: 4\n",
+      "Customer ID: 282, Rental Count: 8\n",
+      "Customer ID: 547, Rental Count: 2\n",
+      "Customer ID: 169, Rental Count: 4\n",
+      "Customer ID: 265, Rental Count: 6\n",
+      "Customer ID: 90, Rental Count: 6\n",
+      "Customer ID: 486, Rental Count: 8\n",
+      "Customer ID: 308, Rental Count: 10\n",
+      "Customer ID: 201, Rental Count: 10\n",
+      "Customer ID: 549, Rental Count: 2\n",
+      "Customer ID: 593, Rental Count: 8\n",
+      "Customer ID: 57, Rental Count: 10\n",
+      "Customer ID: 114, Rental Count: 8\n",
+      "Customer ID: 67, Rental Count: 8\n",
+      "Customer ID: 248, Rental Count: 4\n",
+      "Customer ID: 551, Rental Count: 4\n",
+      "Customer ID: 495, Rental Count: 8\n",
+      "Customer ID: 113, Rental Count: 12\n",
+      "Customer ID: 97, Rental Count: 6\n",
+      "Customer ID: 92, Rental Count: 6\n",
+      "Customer ID: 156, Rental Count: 8\n",
+      "Customer ID: 556, Rental Count: 10\n",
+      "Customer ID: 274, Rental Count: 4\n",
+      "Customer ID: 136, Rental Count: 2\n",
+      "Customer ID: 503, Rental Count: 6\n",
+      "Customer ID: 493, Rental Count: 8\n",
+      "Customer ID: 406, Rental Count: 14\n",
+      "Customer ID: 170, Rental Count: 4\n",
+      "Customer ID: 545, Rental Count: 2\n",
+      "Customer ID: 263, Rental Count: 4\n",
+      "Customer ID: 2, Rental Count: 2\n",
+      "Customer ID: 413, Rental Count: 4\n",
+      "Customer ID: 307, Rental Count: 12\n",
+      "Customer ID: 147, Rental Count: 8\n",
+      "Customer ID: 65, Rental Count: 4\n",
+      "Customer ID: 17, Rental Count: 6\n",
+      "Customer ID: 497, Rental Count: 8\n",
+      "Customer ID: 198, Rental Count: 2\n",
+      "Customer ID: 342, Rental Count: 6\n",
+      "Customer ID: 58, Rental Count: 6\n",
+      "Customer ID: 240, Rental Count: 6\n",
+      "Customer ID: 229, Rental Count: 8\n",
+      "Customer ID: 78, Rental Count: 6\n",
+      "Customer ID: 153, Rental Count: 8\n",
+      "Customer ID: 225, Rental Count: 2\n",
+      "Customer ID: 21, Rental Count: 10\n",
+      "Customer ID: 251, Rental Count: 6\n",
+      "Customer ID: 437, Rental Count: 6\n",
+      "Customer ID: 414, Rental Count: 6\n",
+      "Customer ID: 446, Rental Count: 12\n",
+      "Customer ID: 93, Rental Count: 4\n",
+      "Customer ID: 145, Rental Count: 4\n",
+      "Customer ID: 599, Rental Count: 8\n",
+      "Customer ID: 228, Rental Count: 8\n",
+      "Customer ID: 317, Rental Count: 6\n",
+      "Customer ID: 247, Rental Count: 2\n",
+      "Customer ID: 436, Rental Count: 2\n",
+      "Customer ID: 72, Rental Count: 2\n",
+      "Customer ID: 106, Rental Count: 4\n",
+      "Customer ID: 160, Rental Count: 6\n",
+      "Customer ID: 372, Rental Count: 6\n",
+      "Customer ID: 552, Rental Count: 4\n",
+      "Customer ID: 124, Rental Count: 2\n",
+      "Customer ID: 157, Rental Count: 2\n",
+      "Customer ID: 361, Rental Count: 8\n",
+      "Customer ID: 597, Rental Count: 6\n",
+      "Customer ID: 382, Rental Count: 10\n",
+      "Customer ID: 577, Rental Count: 6\n",
+      "Customer ID: 219, Rental Count: 4\n",
+      "Customer ID: 231, Rental Count: 2\n",
+      "Customer ID: 579, Rental Count: 6\n",
+      "Customer ID: 241, Rental Count: 10\n",
+      "Customer ID: 250, Rental Count: 2\n",
+      "Customer ID: 185, Rental Count: 6\n",
+      "Customer ID: 137, Rental Count: 8\n",
+      "Customer ID: 40, Rental Count: 8\n",
+      "Customer ID: 70, Rental Count: 2\n",
+      "Customer ID: 151, Rental Count: 10\n",
+      "Customer ID: 408, Rental Count: 6\n",
+      "Customer ID: 15, Rental Count: 6\n",
+      "Customer ID: 74, Rental Count: 8\n",
+      "Customer ID: 325, Rental Count: 6\n",
+      "Customer ID: 128, Rental Count: 4\n",
+      "Customer ID: 377, Rental Count: 10\n",
+      "Customer ID: 257, Rental Count: 4\n",
+      "Customer ID: 41, Rental Count: 4\n",
+      "Customer ID: 496, Rental Count: 2\n",
+      "Customer ID: 559, Rental Count: 8\n",
+      "Customer ID: 80, Rental Count: 6\n",
+      "Customer ID: 542, Rental Count: 4\n",
+      "Customer ID: 458, Rental Count: 4\n",
+      "Customer ID: 318, Rental Count: 8\n",
+      "Customer ID: 29, Rental Count: 14\n",
+      "Customer ID: 280, Rental Count: 6\n",
+      "Customer ID: 19, Rental Count: 6\n",
+      "Customer ID: 420, Rental Count: 6\n",
+      "Customer ID: 567, Rental Count: 4\n",
+      "Customer ID: 180, Rental Count: 4\n",
+      "Customer ID: 81, Rental Count: 6\n",
+      "Customer ID: 504, Rental Count: 4\n",
+      "Customer ID: 36, Rental Count: 2\n",
+      "Customer ID: 23, Rental Count: 10\n",
+      "Customer ID: 192, Rental Count: 2\n",
+      "Customer ID: 419, Rental Count: 2\n",
+      "Customer ID: 211, Rental Count: 4\n",
+      "Customer ID: 418, Rental Count: 6\n",
+      "Customer ID: 453, Rental Count: 6\n",
+      "Customer ID: 483, Rental Count: 6\n",
+      "Customer ID: 443, Rental Count: 2\n",
+      "Customer ID: 152, Rental Count: 2\n",
+      "Customer ID: 294, Rental Count: 4\n",
+      "Customer ID: 399, Rental Count: 4\n",
+      "Customer ID: 531, Rental Count: 2\n",
+      "Customer ID: 598, Rental Count: 2\n",
+      "Customer ID: 424, Rental Count: 6\n",
+      "Customer ID: 482, Rental Count: 4\n",
+      "Customer ID: 367, Rental Count: 2\n",
+      "Customer ID: 79, Rental Count: 4\n",
+      "Customer ID: 487, Rental Count: 2\n",
+      "Customer ID: 461, Rental Count: 4\n",
+      "Customer ID: 9, Rental Count: 4\n",
+      "Customer ID: 150, Rental Count: 4\n",
+      "Customer ID: 501, Rental Count: 4\n",
+      "Customer ID: 555, Rental Count: 2\n",
+      "Customer ID: 425, Rental Count: 2\n",
+      "Customer ID: 412, Rental Count: 2\n",
+      "Customer ID: 335, Rental Count: 2\n",
+      "Customer ID: 226, Rental Count: 4\n",
+      "Customer ID: 22, Rental Count: 2\n",
+      "Customer ID: 126, Rental Count: 2\n"
+     ]
+    }
+   ],
+   "source": [
+    "db_config = {\n",
+    "    'host': 'localhost',\n",
+    "    'user': 'root',\n",
+    "    'password': 'Caracolillo666',\n",
+    "    'database': 'sakila',\n",
+    "}\n",
+    "\n",
+    "# Establecer la conexión y el cursor\n",
+    "connection = mysql.connector.connect(**db_config)\n",
+    "cursor = connection.cursor()\n",
+    "\n",
+    "# Consulta y creación de la tabla para mayo\n",
+    "create_table_may_query = \"\"\"\n",
+    "CREATE TABLE IF NOT EXISTS rentals_may AS\n",
+    "SELECT *\n",
+    "FROM rental\n",
+    "WHERE MONTH(rental_date) = 5;\n",
+    "\"\"\"\n",
+    "cursor.execute(create_table_may_query)\n",
+    "connection.commit()\n",
+    "\n",
+    "select_may_query = \"\"\"\n",
+    "SELECT customer_id, COUNT(*) AS rental_count\n",
+    "FROM rentals_may\n",
+    "GROUP BY customer_id;\n",
+    "\"\"\"\n",
+    "cursor.execute(select_may_query)\n",
+    "results_may = cursor.fetchall()\n",
+    "\n",
+    "print(\"Results of the first query (May):\")\n",
+    "for row in results_may:\n",
+    "    print(f\"Customer ID: {row[0]}, Rental Count: {row[1]}\")\n",
+    "\n",
+    "create_table_june_query = \"\"\"\n",
+    "CREATE TABLE IF NOT EXISTS rentals_june AS\n",
+    "SELECT *\n",
+    "FROM rental\n",
+    "WHERE MONTH(rental_date) = 6;\n",
+    "\"\"\"\n",
+    "cursor.execute(create_table_june_query)\n",
+    "connection.commit()\n",
+    "\n",
+    "select_june_query = \"\"\"\n",
+    "SELECT customer_id, COUNT(*) AS rental_count\n",
+    "FROM rentals_june\n",
+    "GROUP BY customer_id;\n",
+    "\"\"\"\n",
+    "cursor.execute(select_june_query)\n",
+    "results_june = cursor.fetchall()\n",
+    "\n",
+    "print(\"\\nResults of the second query (June):\")\n",
+    "for row in results_june:\n",
+    "    print(f\"Customer ID: {row[0]}, Rental Count: {row[1]}\")\n",
+    "\n",
+    "cursor.close()\n",
+    "connection.close()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9a85cc3c",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/aida 9 mysql lab.ipynb b/aida 9 mysql lab.ipynb
new file mode 100644
index 0000000..7cddd40
--- /dev/null
+++ b/aida 9 mysql lab.ipynb	
@@ -0,0 +1,1248 @@
+{
+ "cells": [
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "id": "4673f688",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import numpy as np\n",
+    "import pandas as pd\n",
+    "import seaborn as sns\n",
+    "from scipy import stats\n",
+    "import matplotlib.pyplot as plt\n",
+    "from sklearn.linear_model import LinearRegression\n",
+    "from sklearn.model_selection import train_test_split\n",
+    "from sklearn.preprocessing import OneHotEncoder, Normalizer, StandardScaler, MinMaxScaler\n",
+    "from sklearn.metrics import mean_squared_error, r2_score, mean_absolute_error\n",
+    "import warnings\n",
+    "warnings.filterwarnings('ignore')"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "id": "405863d1",
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import mysql.connector"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "id": "7420ccc2",
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "Results of the first query (May):\n",
+      "Customer ID: 130, Rental Count: 4\n",
+      "Customer ID: 459, Rental Count: 2\n",
+      "Customer ID: 408, Rental Count: 6\n",
+      "Customer ID: 333, Rental Count: 2\n",
+      "Customer ID: 222, Rental Count: 10\n",
+      "Customer ID: 549, Rental Count: 8\n",
+      "Customer ID: 269, Rental Count: 12\n",
+      "Customer ID: 239, Rental Count: 12\n",
+      "Customer ID: 126, Rental Count: 6\n",
+      "Customer ID: 399, Rental Count: 6\n",
+      "Customer ID: 142, Rental Count: 6\n",
+      "Customer ID: 261, Rental Count: 8\n",
+      "Customer ID: 334, Rental Count: 4\n",
+      "Customer ID: 446, Rental Count: 6\n",
+      "Customer ID: 319, Rental Count: 6\n",
+      "Customer ID: 316, Rental Count: 6\n",
+      "Customer ID: 575, Rental Count: 10\n",
+      "Customer ID: 19, Rental Count: 12\n",
+      "Customer ID: 456, Rental Count: 2\n",
+      "Customer ID: 185, Rental Count: 6\n",
+      "Customer ID: 388, Rental Count: 4\n",
+      "Customer ID: 509, Rental Count: 4\n",
+      "Customer ID: 438, Rental Count: 6\n",
+      "Customer ID: 350, Rental Count: 4\n",
+      "Customer ID: 37, Rental Count: 4\n",
+      "Customer ID: 371, Rental Count: 12\n",
+      "Customer ID: 301, Rental Count: 6\n",
+      "Customer ID: 232, Rental Count: 4\n",
+      "Customer ID: 44, Rental Count: 10\n",
+      "Customer ID: 430, Rental Count: 4\n",
+      "Customer ID: 369, Rental Count: 8\n",
+      "Customer ID: 230, Rental Count: 4\n",
+      "Customer ID: 272, Rental Count: 8\n",
+      "Customer ID: 597, Rental Count: 4\n",
+      "Customer ID: 484, Rental Count: 6\n",
+      "Customer ID: 88, Rental Count: 2\n",
+      "Customer ID: 535, Rental Count: 8\n",
+      "Customer ID: 302, Rental Count: 4\n",
+      "Customer ID: 207, Rental Count: 12\n",
+      "Customer ID: 413, Rental Count: 4\n",
+      "Customer ID: 174, Rental Count: 4\n",
+      "Customer ID: 523, Rental Count: 4\n",
+      "Customer ID: 532, Rental Count: 2\n",
+      "Customer ID: 436, Rental Count: 6\n",
+      "Customer ID: 7, Rental Count: 10\n",
+      "Customer ID: 35, Rental Count: 4\n",
+      "Customer ID: 282, Rental Count: 6\n",
+      "Customer ID: 498, Rental Count: 6\n",
+      "Customer ID: 18, Rental Count: 6\n",
+      "Customer ID: 256, Rental Count: 10\n",
+      "Customer ID: 507, Rental Count: 4\n",
+      "Customer ID: 569, Rental Count: 10\n",
+      "Customer ID: 291, Rental Count: 6\n",
+      "Customer ID: 131, Rental Count: 6\n",
+      "Customer ID: 511, Rental Count: 4\n",
+      "Customer ID: 6, Rental Count: 6\n",
+      "Customer ID: 323, Rental Count: 6\n",
+      "Customer ID: 470, Rental Count: 2\n",
+      "Customer ID: 250, Rental Count: 10\n",
+      "Customer ID: 419, Rental Count: 2\n",
+      "Customer ID: 383, Rental Count: 4\n",
+      "Customer ID: 368, Rental Count: 8\n",
+      "Customer ID: 346, Rental Count: 4\n",
+      "Customer ID: 86, Rental Count: 2\n",
+      "Customer ID: 119, Rental Count: 6\n",
+      "Customer ID: 120, Rental Count: 4\n",
+      "Customer ID: 305, Rental Count: 2\n",
+      "Customer ID: 73, Rental Count: 4\n",
+      "Customer ID: 100, Rental Count: 2\n",
+      "Customer ID: 48, Rental Count: 6\n",
+      "Customer ID: 391, Rental Count: 10\n",
+      "Customer ID: 265, Rental Count: 2\n",
+      "Customer ID: 510, Rental Count: 6\n",
+      "Customer ID: 1, Rental Count: 4\n",
+      "Customer ID: 451, Rental Count: 6\n",
+      "Customer ID: 135, Rental Count: 4\n",
+      "Customer ID: 245, Rental Count: 12\n",
+      "Customer ID: 314, Rental Count: 4\n",
+      "Customer ID: 286, Rental Count: 2\n",
+      "Customer ID: 427, Rental Count: 2\n",
+      "Customer ID: 492, Rental Count: 2\n",
+      "Customer ID: 414, Rental Count: 4\n",
+      "Customer ID: 266, Rental Count: 4\n",
+      "Customer ID: 331, Rental Count: 4\n",
+      "Customer ID: 53, Rental Count: 12\n",
+      "Customer ID: 499, Rental Count: 2\n",
+      "Customer ID: 25, Rental Count: 4\n",
+      "Customer ID: 267, Rental Count: 6\n",
+      "Customer ID: 288, Rental Count: 8\n",
+      "Customer ID: 197, Rental Count: 16\n",
+      "Customer ID: 400, Rental Count: 8\n",
+      "Customer ID: 49, Rental Count: 8\n",
+      "Customer ID: 263, Rental Count: 4\n",
+      "Customer ID: 208, Rental Count: 2\n",
+      "Customer ID: 468, Rental Count: 10\n",
+      "Customer ID: 343, Rental Count: 4\n",
+      "Customer ID: 384, Rental Count: 8\n",
+      "Customer ID: 310, Rental Count: 2\n",
+      "Customer ID: 108, Rental Count: 4\n",
+      "Customer ID: 196, Rental Count: 8\n",
+      "Customer ID: 317, Rental Count: 2\n",
+      "Customer ID: 242, Rental Count: 6\n",
+      "Customer ID: 503, Rental Count: 8\n",
+      "Customer ID: 227, Rental Count: 4\n",
+      "Customer ID: 500, Rental Count: 6\n",
+      "Customer ID: 93, Rental Count: 6\n",
+      "Customer ID: 506, Rental Count: 14\n",
+      "Customer ID: 455, Rental Count: 4\n",
+      "Customer ID: 524, Rental Count: 4\n",
+      "Customer ID: 51, Rental Count: 6\n",
+      "Customer ID: 365, Rental Count: 4\n",
+      "Customer ID: 405, Rental Count: 4\n",
+      "Customer ID: 273, Rental Count: 4\n",
+      "Customer ID: 43, Rental Count: 4\n",
+      "Customer ID: 246, Rental Count: 10\n",
+      "Customer ID: 439, Rental Count: 6\n",
+      "Customer ID: 94, Rental Count: 4\n",
+      "Customer ID: 40, Rental Count: 2\n",
+      "Customer ID: 23, Rental Count: 6\n",
+      "Customer ID: 56, Rental Count: 8\n",
+      "Customer ID: 325, Rental Count: 2\n",
+      "Customer ID: 479, Rental Count: 4\n",
+      "Customer ID: 237, Rental Count: 4\n",
+      "Customer ID: 304, Rental Count: 6\n",
+      "Customer ID: 504, Rental Count: 6\n",
+      "Customer ID: 560, Rental Count: 2\n",
+      "Customer ID: 586, Rental Count: 4\n",
+      "Customer ID: 257, Rental Count: 6\n",
+      "Customer ID: 354, Rental Count: 6\n",
+      "Customer ID: 89, Rental Count: 6\n",
+      "Customer ID: 472, Rental Count: 8\n",
+      "Customer ID: 297, Rental Count: 4\n",
+      "Customer ID: 357, Rental Count: 6\n",
+      "Customer ID: 82, Rental Count: 4\n",
+      "Customer ID: 433, Rental Count: 4\n",
+      "Customer ID: 274, Rental Count: 12\n",
+      "Customer ID: 429, Rental Count: 10\n",
+      "Customer ID: 14, Rental Count: 10\n",
+      "Customer ID: 57, Rental Count: 4\n",
+      "Customer ID: 348, Rental Count: 4\n",
+      "Customer ID: 551, Rental Count: 10\n",
+      "Customer ID: 462, Rental Count: 4\n",
+      "Customer ID: 344, Rental Count: 4\n",
+      "Customer ID: 505, Rental Count: 4\n",
+      "Customer ID: 290, Rental Count: 2\n",
+      "Customer ID: 182, Rental Count: 4\n",
+      "Customer ID: 296, Rental Count: 8\n",
+      "Customer ID: 104, Rental Count: 4\n",
+      "Customer ID: 151, Rental Count: 4\n",
+      "Customer ID: 33, Rental Count: 2\n",
+      "Customer ID: 322, Rental Count: 4\n",
+      "Customer ID: 401, Rental Count: 6\n",
+      "Customer ID: 469, Rental Count: 10\n",
+      "Customer ID: 381, Rental Count: 6\n",
+      "Customer ID: 107, Rental Count: 4\n",
+      "Customer ID: 176, Rental Count: 10\n",
+      "Customer ID: 533, Rental Count: 6\n",
+      "Customer ID: 552, Rental Count: 2\n",
+      "Customer ID: 47, Rental Count: 6\n",
+      "Customer ID: 548, Rental Count: 6\n",
+      "Customer ID: 75, Rental Count: 4\n",
+      "Customer ID: 587, Rental Count: 4\n",
+      "Customer ID: 254, Rental Count: 4\n",
+      "Customer ID: 556, Rental Count: 6\n",
+      "Customer ID: 125, Rental Count: 2\n",
+      "Customer ID: 515, Rental Count: 4\n",
+      "Customer ID: 243, Rental Count: 2\n",
+      "Customer ID: 247, Rental Count: 6\n",
+      "Customer ID: 412, Rental Count: 8\n",
+      "Customer ID: 437, Rental Count: 6\n",
+      "Customer ID: 270, Rental Count: 4\n",
+      "Customer ID: 29, Rental Count: 2\n",
+      "Customer ID: 564, Rental Count: 4\n",
+      "Customer ID: 184, Rental Count: 6\n",
+      "Customer ID: 546, Rental Count: 4\n",
+      "Customer ID: 54, Rental Count: 6\n",
+      "Customer ID: 71, Rental Count: 4\n",
+      "Customer ID: 321, Rental Count: 6\n",
+      "Customer ID: 444, Rental Count: 4\n",
+      "Customer ID: 20, Rental Count: 6\n",
+      "Customer ID: 109, Rental Count: 14\n",
+      "Customer ID: 528, Rental Count: 10\n",
+      "Customer ID: 114, Rental Count: 6\n",
+      "Customer ID: 345, Rental Count: 4\n",
+      "Customer ID: 379, Rental Count: 4\n",
+      "Customer ID: 170, Rental Count: 6\n",
+      "Customer ID: 59, Rental Count: 6\n",
+      "Customer ID: 394, Rental Count: 4\n",
+      "Customer ID: 98, Rental Count: 2\n",
+      "Customer ID: 91, Rental Count: 2\n",
+      "Customer ID: 121, Rental Count: 2\n",
+      "Customer ID: 309, Rental Count: 4\n",
+      "Customer ID: 489, Rental Count: 4\n",
+      "Customer ID: 542, Rental Count: 4\n",
+      "Customer ID: 143, Rental Count: 4\n",
+      "Customer ID: 83, Rental Count: 6\n",
+      "Customer ID: 460, Rental Count: 8\n",
+      "Customer ID: 318, Rental Count: 2\n",
+      "Customer ID: 467, Rental Count: 2\n",
+      "Customer ID: 221, Rental Count: 2\n",
+      "Customer ID: 571, Rental Count: 4\n",
+      "Customer ID: 312, Rental Count: 8\n",
+      "Customer ID: 58, Rental Count: 6\n",
+      "Customer ID: 531, Rental Count: 4\n",
+      "Customer ID: 566, Rental Count: 4\n",
+      "Customer ID: 536, Rental Count: 4\n",
+      "Customer ID: 211, Rental Count: 2\n",
+      "Customer ID: 103, Rental Count: 4\n",
+      "Customer ID: 214, Rental Count: 10\n",
+      "Customer ID: 543, Rental Count: 4\n",
+      "Customer ID: 158, Rental Count: 4\n",
+      "Customer ID: 240, Rental Count: 6\n",
+      "Customer ID: 102, Rental Count: 6\n",
+      "Customer ID: 545, Rental Count: 4\n",
+      "Customer ID: 539, Rental Count: 4\n",
+      "Customer ID: 204, Rental Count: 8\n",
+      "Customer ID: 187, Rental Count: 2\n",
+      "Customer ID: 416, Rental Count: 6\n",
+      "Customer ID: 390, Rental Count: 4\n",
+      "Customer ID: 373, Rental Count: 2\n",
+      "Customer ID: 502, Rental Count: 8\n",
+      "Customer ID: 482, Rental Count: 6\n",
+      "Customer ID: 21, Rental Count: 6\n",
+      "Customer ID: 236, Rental Count: 6\n",
+      "Customer ID: 449, Rental Count: 6\n",
+      "Customer ID: 251, Rental Count: 12\n",
+      "Customer ID: 303, Rental Count: 6\n",
+      "Customer ID: 417, Rental Count: 6\n",
+      "Customer ID: 200, Rental Count: 2\n",
+      "Customer ID: 92, Rental Count: 4\n",
+      "Customer ID: 193, Rental Count: 4\n",
+      "Customer ID: 311, Rental Count: 10\n",
+      "Customer ID: 133, Rental Count: 4\n",
+      "Customer ID: 45, Rental Count: 2\n",
+      "Customer ID: 167, Rental Count: 6\n",
+      "Customer ID: 582, Rental Count: 2\n",
+      "Customer ID: 359, Rental Count: 6\n",
+      "Customer ID: 162, Rental Count: 6\n",
+      "Customer ID: 17, Rental Count: 6\n",
+      "Customer ID: 81, Rental Count: 2\n",
+      "Customer ID: 577, Rental Count: 2\n",
+      "Customer ID: 65, Rental Count: 4\n",
+      "Customer ID: 448, Rental Count: 4\n",
+      "Customer ID: 387, Rental Count: 8\n",
+      "Customer ID: 596, Rental Count: 12\n",
+      "Customer ID: 534, Rental Count: 4\n",
+      "Customer ID: 464, Rental Count: 4\n",
+      "Customer ID: 547, Rental Count: 6\n",
+      "Customer ID: 375, Rental Count: 8\n",
+      "Customer ID: 277, Rental Count: 2\n",
+      "Customer ID: 409, Rental Count: 2\n",
+      "Customer ID: 201, Rental Count: 6\n",
+      "Customer ID: 594, Rental Count: 8\n",
+      "Customer ID: 203, Rental Count: 2\n",
+      "Customer ID: 238, Rental Count: 4\n",
+      "Customer ID: 249, Rental Count: 8\n",
+      "Customer ID: 60, Rental Count: 6\n",
+      "Customer ID: 77, Rental Count: 10\n",
+      "Customer ID: 2, Rental Count: 2\n",
+      "Customer ID: 496, Rental Count: 4\n",
+      "Customer ID: 144, Rental Count: 4\n",
+      "Customer ID: 292, Rental Count: 2\n",
+      "Customer ID: 432, Rental Count: 6\n",
+      "Customer ID: 105, Rental Count: 8\n",
+      "Customer ID: 231, Rental Count: 6\n",
+      "Customer ID: 248, Rental Count: 4\n",
+      "Customer ID: 67, Rental Count: 4\n",
+      "Customer ID: 299, Rental Count: 4\n",
+      "Customer ID: 194, Rental Count: 4\n",
+      "Customer ID: 16, Rental Count: 8\n",
+      "Customer ID: 275, Rental Count: 2\n",
+      "Customer ID: 165, Rental Count: 2\n",
+      "Customer ID: 516, Rental Count: 4\n",
+      "Customer ID: 209, Rental Count: 6\n",
+      "Customer ID: 378, Rental Count: 2\n",
+      "Customer ID: 473, Rental Count: 6\n",
+      "Customer ID: 36, Rental Count: 4\n",
+      "Customer ID: 9, Rental Count: 6\n",
+      "Customer ID: 118, Rental Count: 2\n",
+      "Customer ID: 157, Rental Count: 4\n",
+      "Customer ID: 452, Rental Count: 6\n",
+      "Customer ID: 382, Rental Count: 4\n",
+      "Customer ID: 198, Rental Count: 10\n",
+      "Customer ID: 152, Rental Count: 4\n",
+      "Customer ID: 147, Rental Count: 4\n",
+      "Customer ID: 134, Rental Count: 8\n",
+      "Customer ID: 361, Rental Count: 4\n",
+      "Customer ID: 508, Rental Count: 4\n",
+      "Customer ID: 22, Rental Count: 6\n",
+      "Customer ID: 295, Rental Count: 2\n",
+      "Customer ID: 337, Rental Count: 6\n",
+      "Customer ID: 306, Rental Count: 4\n",
+      "Customer ID: 584, Rental Count: 6\n",
+      "Customer ID: 183, Rental Count: 2\n",
+      "Customer ID: 298, Rental Count: 2\n",
+      "Customer ID: 213, Rental Count: 2\n",
+      "Customer ID: 28, Rental Count: 4\n",
+      "Customer ID: 112, Rental Count: 4\n",
+      "Customer ID: 544, Rental Count: 4\n",
+      "Customer ID: 422, Rental Count: 2\n",
+      "Customer ID: 46, Rental Count: 6\n",
+      "Customer ID: 424, Rental Count: 2\n",
+      "Customer ID: 168, Rental Count: 4\n",
+      "Customer ID: 84, Rental Count: 6\n",
+      "Customer ID: 220, Rental Count: 4\n",
+      "Customer ID: 307, Rental Count: 8\n",
+      "Customer ID: 219, Rental Count: 2\n",
+      "Customer ID: 475, Rental Count: 4\n",
+      "Customer ID: 150, Rental Count: 6\n",
+      "Customer ID: 284, Rental Count: 6\n",
+      "Customer ID: 522, Rental Count: 2\n",
+      "Customer ID: 161, Rental Count: 12\n",
+      "Customer ID: 190, Rental Count: 4\n",
+      "Customer ID: 574, Rental Count: 2\n",
+      "Customer ID: 3, Rental Count: 4\n",
+      "Customer ID: 525, Rental Count: 2\n",
+      "Customer ID: 403, Rental Count: 4\n",
+      "Customer ID: 293, Rental Count: 6\n",
+      "Customer ID: 172, Rental Count: 6\n",
+      "Customer ID: 87, Rental Count: 4\n",
+      "Customer ID: 127, Rental Count: 4\n",
+      "Customer ID: 529, Rental Count: 2\n",
+      "Customer ID: 300, Rental Count: 6\n",
+      "Customer ID: 565, Rental Count: 4\n",
+      "Customer ID: 447, Rental Count: 4\n",
+      "Customer ID: 364, Rental Count: 2\n",
+      "Customer ID: 442, Rental Count: 6\n",
+      "Customer ID: 557, Rental Count: 4\n",
+      "Customer ID: 101, Rental Count: 2\n",
+      "Customer ID: 154, Rental Count: 6\n",
+      "Customer ID: 159, Rental Count: 8\n",
+      "Customer ID: 445, Rental Count: 4\n",
+      "Customer ID: 32, Rental Count: 6\n",
+      "Customer ID: 491, Rental Count: 4\n",
+      "Customer ID: 398, Rental Count: 2\n",
+      "Customer ID: 476, Rental Count: 4\n",
+      "Customer ID: 95, Rental Count: 2\n",
+      "Customer ID: 228, Rental Count: 4\n",
+      "Customer ID: 501, Rental Count: 4\n",
+      "Customer ID: 64, Rental Count: 6\n",
+      "Customer ID: 526, Rental Count: 6\n",
+      "Customer ID: 287, Rental Count: 6\n",
+      "Customer ID: 199, Rental Count: 2\n",
+      "Customer ID: 145, Rental Count: 2\n",
+      "Customer ID: 179, Rental Count: 6\n",
+      "Customer ID: 111, Rental Count: 2\n",
+      "Customer ID: 421, Rental Count: 4\n",
+      "Customer ID: 434, Rental Count: 2\n",
+      "Customer ID: 113, Rental Count: 4\n",
+      "Customer ID: 110, Rental Count: 4\n",
+      "Customer ID: 480, Rental Count: 6\n",
+      "Customer ID: 374, Rental Count: 6\n",
+      "Customer ID: 138, Rental Count: 4\n",
+      "Customer ID: 223, Rental Count: 2\n",
+      "Customer ID: 169, Rental Count: 4\n",
+      "Customer ID: 589, Rental Count: 6\n",
+      "Customer ID: 514, Rental Count: 2\n",
+      "Customer ID: 315, Rental Count: 4\n",
+      "Customer ID: 493, Rental Count: 2\n",
+      "Customer ID: 450, Rental Count: 2\n",
+      "Customer ID: 106, Rental Count: 4\n",
+      "Customer ID: 376, Rental Count: 2\n",
+      "Customer ID: 55, Rental Count: 6\n",
+      "Customer ID: 572, Rental Count: 2\n",
+      "Customer ID: 463, Rental Count: 2\n",
+      "Customer ID: 324, Rental Count: 2\n",
+      "Customer ID: 253, Rental Count: 6\n",
+      "Customer ID: 155, Rental Count: 2\n",
+      "Customer ID: 76, Rental Count: 4\n",
+      "Customer ID: 588, Rental Count: 4\n",
+      "Customer ID: 173, Rental Count: 4\n",
+      "Customer ID: 181, Rental Count: 2\n",
+      "Customer ID: 186, Rental Count: 4\n",
+      "Customer ID: 386, Rental Count: 2\n",
+      "Customer ID: 69, Rental Count: 4\n",
+      "Customer ID: 490, Rental Count: 4\n",
+      "Customer ID: 308, Rental Count: 2\n",
+      "Customer ID: 244, Rental Count: 4\n",
+      "Customer ID: 538, Rental Count: 4\n",
+      "Customer ID: 294, Rental Count: 2\n",
+      "Customer ID: 393, Rental Count: 4\n",
+      "Customer ID: 332, Rental Count: 4\n",
+      "Customer ID: 590, Rental Count: 2\n",
+      "Customer ID: 537, Rental Count: 2\n",
+      "Customer ID: 426, Rental Count: 2\n",
+      "Customer ID: 554, Rental Count: 4\n",
+      "Customer ID: 494, Rental Count: 2\n",
+      "Customer ID: 580, Rental Count: 2\n",
+      "Customer ID: 595, Rental Count: 2\n",
+      "Customer ID: 471, Rental Count: 2\n",
+      "Customer ID: 372, Rental Count: 4\n",
+      "Customer ID: 407, Rental Count: 2\n",
+      "Customer ID: 495, Rental Count: 4\n",
+      "Customer ID: 241, Rental Count: 4\n",
+      "Customer ID: 360, Rental Count: 4\n",
+      "Customer ID: 428, Rental Count: 2\n",
+      "Customer ID: 42, Rental Count: 2\n",
+      "Customer ID: 465, Rental Count: 2\n",
+      "Customer ID: 396, Rental Count: 2\n",
+      "Customer ID: 281, Rental Count: 4\n",
+      "Customer ID: 327, Rental Count: 2\n",
+      "Customer ID: 578, Rental Count: 2\n",
+      "Customer ID: 166, Rental Count: 2\n",
+      "Customer ID: 415, Rental Count: 2\n",
+      "Customer ID: 313, Rental Count: 8\n",
+      "Customer ID: 338, Rental Count: 2\n",
+      "Customer ID: 148, Rental Count: 2\n",
+      "Customer ID: 461, Rental Count: 2\n",
+      "Customer ID: 411, Rental Count: 4\n",
+      "Customer ID: 85, Rental Count: 4\n",
+      "Customer ID: 117, Rental Count: 4\n",
+      "Customer ID: 330, Rental Count: 4\n",
+      "Customer ID: 252, Rental Count: 4\n",
+      "Customer ID: 518, Rental Count: 2\n",
+      "Customer ID: 215, Rental Count: 4\n",
+      "Customer ID: 259, Rental Count: 6\n",
+      "Customer ID: 5, Rental Count: 6\n",
+      "Customer ID: 363, Rental Count: 2\n",
+      "Customer ID: 454, Rental Count: 2\n",
+      "Customer ID: 276, Rental Count: 4\n",
+      "Customer ID: 483, Rental Count: 2\n",
+      "Customer ID: 420, Rental Count: 2\n",
+      "Customer ID: 576, Rental Count: 4\n",
+      "Customer ID: 435, Rental Count: 4\n",
+      "Customer ID: 563, Rental Count: 4\n",
+      "Customer ID: 146, Rental Count: 4\n",
+      "Customer ID: 50, Rental Count: 10\n",
+      "Customer ID: 149, Rental Count: 2\n",
+      "Customer ID: 124, Rental Count: 8\n",
+      "Customer ID: 352, Rental Count: 2\n",
+      "Customer ID: 72, Rental Count: 6\n",
+      "Customer ID: 27, Rental Count: 2\n",
+      "Customer ID: 562, Rental Count: 6\n",
+      "Customer ID: 553, Rental Count: 2\n",
+      "Customer ID: 593, Rental Count: 4\n",
+      "Customer ID: 26, Rental Count: 4\n",
+      "Customer ID: 402, Rental Count: 2\n",
+      "Customer ID: 171, Rental Count: 2\n",
+      "Customer ID: 235, Rental Count: 4\n",
+      "Customer ID: 225, Rental Count: 4\n",
+      "Customer ID: 474, Rental Count: 2\n",
+      "Customer ID: 441, Rental Count: 2\n",
+      "Customer ID: 573, Rental Count: 2\n",
+      "Customer ID: 217, Rental Count: 4\n",
+      "Customer ID: 79, Rental Count: 6\n",
+      "Customer ID: 380, Rental Count: 2\n",
+      "Customer ID: 517, Rental Count: 2\n",
+      "Customer ID: 530, Rental Count: 2\n",
+      "Customer ID: 122, Rental Count: 4\n",
+      "Customer ID: 406, Rental Count: 2\n",
+      "Customer ID: 358, Rental Count: 2\n",
+      "Customer ID: 328, Rental Count: 2\n",
+      "Customer ID: 8, Rental Count: 2\n",
+      "Customer ID: 99, Rental Count: 2\n",
+      "Customer ID: 52, Rental Count: 2\n",
+      "Customer ID: 326, Rental Count: 6\n",
+      "Customer ID: 339, Rental Count: 2\n",
+      "Customer ID: 477, Rental Count: 2\n",
+      "Customer ID: 62, Rental Count: 4\n",
+      "Customer ID: 128, Rental Count: 4\n",
+      "Customer ID: 349, Rental Count: 2\n",
+      "Customer ID: 192, Rental Count: 2\n",
+      "Customer ID: 156, Rental Count: 4\n",
+      "Customer ID: 561, Rental Count: 4\n",
+      "Customer ID: 486, Rental Count: 6\n",
+      "Customer ID: 366, Rental Count: 2\n",
+      "Customer ID: 115, Rental Count: 6\n",
+      "Customer ID: 385, Rental Count: 4\n",
+      "Customer ID: 550, Rental Count: 2\n",
+      "Customer ID: 137, Rental Count: 2\n",
+      "Customer ID: 141, Rental Count: 2\n",
+      "Customer ID: 66, Rental Count: 2\n",
+      "Customer ID: 367, Rental Count: 4\n",
+      "Customer ID: 210, Rental Count: 2\n",
+      "Customer ID: 440, Rental Count: 2\n",
+      "Customer ID: 520, Rental Count: 2\n",
+      "Customer ID: 581, Rental Count: 4\n",
+      "Customer ID: 279, Rental Count: 4\n",
+      "Customer ID: 262, Rental Count: 2\n",
+      "Customer ID: 11, Rental Count: 2\n",
+      "Customer ID: 12, Rental Count: 4\n",
+      "Customer ID: 123, Rental Count: 2\n",
+      "Customer ID: 513, Rental Count: 2\n",
+      "Customer ID: 216, Rental Count: 2\n",
+      "Customer ID: 389, Rental Count: 2\n",
+      "Customer ID: 397, Rental Count: 2\n",
+      "Customer ID: 24, Rental Count: 4\n",
+      "Customer ID: 599, Rental Count: 2\n",
+      "Customer ID: 485, Rental Count: 2\n",
+      "Customer ID: 164, Rental Count: 2\n",
+      "Customer ID: 280, Rental Count: 2\n",
+      "Customer ID: 541, Rental Count: 4\n",
+      "Customer ID: 457, Rental Count: 2\n",
+      "Customer ID: 362, Rental Count: 2\n",
+      "Customer ID: 70, Rental Count: 2\n",
+      "Customer ID: 519, Rental Count: 2\n",
+      "Customer ID: 116, Rental Count: 2\n",
+      "Customer ID: 570, Rental Count: 2\n",
+      "Customer ID: 443, Rental Count: 2\n",
+      "Customer ID: 404, Rental Count: 2\n",
+      "Customer ID: 356, Rental Count: 2\n",
+      "Customer ID: 278, Rental Count: 2\n",
+      "Customer ID: 271, Rental Count: 2\n",
+      "Customer ID: 425, Rental Count: 2\n",
+      "Customer ID: 497, Rental Count: 2\n",
+      "Customer ID: 260, Rental Count: 2\n",
+      "Customer ID: 353, Rental Count: 2\n",
+      "Customer ID: 466, Rental Count: 2\n",
+      "Customer ID: 481, Rental Count: 2\n",
+      "Customer ID: 355, Rental Count: 2\n",
+      "Customer ID: 189, Rental Count: 2\n",
+      "Customer ID: 74, Rental Count: 2\n",
+      "Customer ID: 180, Rental Count: 2\n",
+      "Customer ID: 234, Rental Count: 2\n",
+      "Customer ID: 431, Rental Count: 2\n",
+      "Customer ID: 191, Rental Count: 4\n",
+      "Customer ID: 351, Rental Count: 2\n",
+      "Customer ID: 10, Rental Count: 2\n",
+      "Customer ID: 136, Rental Count: 2\n",
+      "Customer ID: 61, Rental Count: 2\n",
+      "\n",
+      "Results of the second query (June):\n",
+      "Customer ID: 416, Rental Count: 10\n",
+      "Customer ID: 516, Rental Count: 12\n",
+      "Customer ID: 239, Rental Count: 10\n",
+      "Customer ID: 285, Rental Count: 6\n",
+      "Customer ID: 310, Rental Count: 12\n",
+      "Customer ID: 592, Rental Count: 10\n",
+      "Customer ID: 49, Rental Count: 10\n",
+      "Customer ID: 264, Rental Count: 8\n",
+      "Customer ID: 46, Rental Count: 14\n",
+      "Customer ID: 323, Rental Count: 6\n",
+      "Customer ID: 481, Rental Count: 8\n",
+      "Customer ID: 139, Rental Count: 8\n",
+      "Customer ID: 595, Rental Count: 4\n",
+      "Customer ID: 284, Rental Count: 6\n",
+      "Customer ID: 306, Rental Count: 4\n",
+      "Customer ID: 191, Rental Count: 12\n",
+      "Customer ID: 95, Rental Count: 8\n",
+      "Customer ID: 197, Rental Count: 16\n",
+      "Customer ID: 512, Rental Count: 6\n",
+      "Customer ID: 210, Rental Count: 4\n",
+      "Customer ID: 279, Rental Count: 10\n",
+      "Customer ID: 119, Rental Count: 6\n",
+      "Customer ID: 432, Rental Count: 6\n",
+      "Customer ID: 546, Rental Count: 8\n",
+      "Customer ID: 196, Rental Count: 16\n",
+      "Customer ID: 329, Rental Count: 18\n",
+      "Customer ID: 295, Rental Count: 18\n",
+      "Customer ID: 1, Rental Count: 14\n",
+      "Customer ID: 368, Rental Count: 12\n",
+      "Customer ID: 334, Rental Count: 6\n",
+      "Customer ID: 173, Rental Count: 10\n",
+      "Customer ID: 244, Rental Count: 6\n",
+      "Customer ID: 370, Rental Count: 2\n",
+      "Customer ID: 291, Rental Count: 6\n",
+      "Customer ID: 186, Rental Count: 12\n",
+      "Customer ID: 561, Rental Count: 18\n",
+      "Customer ID: 402, Rental Count: 6\n",
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+      "Customer ID: 263, Rental Count: 4\n",
+      "Customer ID: 2, Rental Count: 2\n",
+      "Customer ID: 413, Rental Count: 4\n",
+      "Customer ID: 307, Rental Count: 12\n",
+      "Customer ID: 147, Rental Count: 8\n",
+      "Customer ID: 65, Rental Count: 4\n",
+      "Customer ID: 17, Rental Count: 6\n",
+      "Customer ID: 497, Rental Count: 8\n",
+      "Customer ID: 198, Rental Count: 2\n",
+      "Customer ID: 342, Rental Count: 6\n",
+      "Customer ID: 58, Rental Count: 6\n",
+      "Customer ID: 240, Rental Count: 6\n",
+      "Customer ID: 229, Rental Count: 8\n",
+      "Customer ID: 78, Rental Count: 6\n",
+      "Customer ID: 153, Rental Count: 8\n",
+      "Customer ID: 225, Rental Count: 2\n",
+      "Customer ID: 21, Rental Count: 10\n",
+      "Customer ID: 251, Rental Count: 6\n",
+      "Customer ID: 437, Rental Count: 6\n",
+      "Customer ID: 414, Rental Count: 6\n",
+      "Customer ID: 446, Rental Count: 12\n",
+      "Customer ID: 93, Rental Count: 4\n",
+      "Customer ID: 145, Rental Count: 4\n",
+      "Customer ID: 599, Rental Count: 8\n",
+      "Customer ID: 228, Rental Count: 8\n",
+      "Customer ID: 317, Rental Count: 6\n",
+      "Customer ID: 247, Rental Count: 2\n",
+      "Customer ID: 436, Rental Count: 2\n",
+      "Customer ID: 72, Rental Count: 2\n",
+      "Customer ID: 106, Rental Count: 4\n",
+      "Customer ID: 160, Rental Count: 6\n",
+      "Customer ID: 372, Rental Count: 6\n",
+      "Customer ID: 552, Rental Count: 4\n",
+      "Customer ID: 124, Rental Count: 2\n",
+      "Customer ID: 157, Rental Count: 2\n",
+      "Customer ID: 361, Rental Count: 8\n",
+      "Customer ID: 597, Rental Count: 6\n",
+      "Customer ID: 382, Rental Count: 10\n",
+      "Customer ID: 577, Rental Count: 6\n",
+      "Customer ID: 219, Rental Count: 4\n",
+      "Customer ID: 231, Rental Count: 2\n",
+      "Customer ID: 579, Rental Count: 6\n",
+      "Customer ID: 241, Rental Count: 10\n",
+      "Customer ID: 250, Rental Count: 2\n",
+      "Customer ID: 185, Rental Count: 6\n",
+      "Customer ID: 137, Rental Count: 8\n",
+      "Customer ID: 40, Rental Count: 8\n",
+      "Customer ID: 70, Rental Count: 2\n",
+      "Customer ID: 151, Rental Count: 10\n",
+      "Customer ID: 408, Rental Count: 6\n",
+      "Customer ID: 15, Rental Count: 6\n",
+      "Customer ID: 74, Rental Count: 8\n",
+      "Customer ID: 325, Rental Count: 6\n",
+      "Customer ID: 128, Rental Count: 4\n",
+      "Customer ID: 377, Rental Count: 10\n",
+      "Customer ID: 257, Rental Count: 4\n",
+      "Customer ID: 41, Rental Count: 4\n",
+      "Customer ID: 496, Rental Count: 2\n",
+      "Customer ID: 559, Rental Count: 8\n",
+      "Customer ID: 80, Rental Count: 6\n",
+      "Customer ID: 542, Rental Count: 4\n",
+      "Customer ID: 458, Rental Count: 4\n",
+      "Customer ID: 318, Rental Count: 8\n",
+      "Customer ID: 29, Rental Count: 14\n",
+      "Customer ID: 280, Rental Count: 6\n",
+      "Customer ID: 19, Rental Count: 6\n",
+      "Customer ID: 420, Rental Count: 6\n",
+      "Customer ID: 567, Rental Count: 4\n",
+      "Customer ID: 180, Rental Count: 4\n",
+      "Customer ID: 81, Rental Count: 6\n",
+      "Customer ID: 504, Rental Count: 4\n",
+      "Customer ID: 36, Rental Count: 2\n",
+      "Customer ID: 23, Rental Count: 10\n",
+      "Customer ID: 192, Rental Count: 2\n",
+      "Customer ID: 419, Rental Count: 2\n",
+      "Customer ID: 211, Rental Count: 4\n",
+      "Customer ID: 418, Rental Count: 6\n",
+      "Customer ID: 453, Rental Count: 6\n",
+      "Customer ID: 483, Rental Count: 6\n",
+      "Customer ID: 443, Rental Count: 2\n",
+      "Customer ID: 152, Rental Count: 2\n",
+      "Customer ID: 294, Rental Count: 4\n",
+      "Customer ID: 399, Rental Count: 4\n",
+      "Customer ID: 531, Rental Count: 2\n",
+      "Customer ID: 598, Rental Count: 2\n",
+      "Customer ID: 424, Rental Count: 6\n",
+      "Customer ID: 482, Rental Count: 4\n",
+      "Customer ID: 367, Rental Count: 2\n",
+      "Customer ID: 79, Rental Count: 4\n",
+      "Customer ID: 487, Rental Count: 2\n",
+      "Customer ID: 461, Rental Count: 4\n",
+      "Customer ID: 9, Rental Count: 4\n",
+      "Customer ID: 150, Rental Count: 4\n",
+      "Customer ID: 501, Rental Count: 4\n",
+      "Customer ID: 555, Rental Count: 2\n",
+      "Customer ID: 425, Rental Count: 2\n",
+      "Customer ID: 412, Rental Count: 2\n",
+      "Customer ID: 335, Rental Count: 2\n",
+      "Customer ID: 226, Rental Count: 4\n",
+      "Customer ID: 22, Rental Count: 2\n",
+      "Customer ID: 126, Rental Count: 2\n"
+     ]
+    }
+   ],
+   "source": [
+    "db_config = {\n",
+    "    'host': 'localhost',\n",
+    "    'user': 'root',\n",
+    "    'password': 'Caracolillo666',\n",
+    "    'database': 'sakila',\n",
+    "}\n",
+    "\n",
+    "# Establecer la conexión y el cursor\n",
+    "connection = mysql.connector.connect(**db_config)\n",
+    "cursor = connection.cursor()\n",
+    "\n",
+    "# Consulta y creación de la tabla para mayo\n",
+    "create_table_may_query = \"\"\"\n",
+    "CREATE TABLE IF NOT EXISTS rentals_may AS\n",
+    "SELECT *\n",
+    "FROM rental\n",
+    "WHERE MONTH(rental_date) = 5;\n",
+    "\"\"\"\n",
+    "cursor.execute(create_table_may_query)\n",
+    "connection.commit()\n",
+    "\n",
+    "select_may_query = \"\"\"\n",
+    "SELECT customer_id, COUNT(*) AS rental_count\n",
+    "FROM rentals_may\n",
+    "GROUP BY customer_id;\n",
+    "\"\"\"\n",
+    "cursor.execute(select_may_query)\n",
+    "results_may = cursor.fetchall()\n",
+    "\n",
+    "print(\"Results of the first query (May):\")\n",
+    "for row in results_may:\n",
+    "    print(f\"Customer ID: {row[0]}, Rental Count: {row[1]}\")\n",
+    "\n",
+    "create_table_june_query = \"\"\"\n",
+    "CREATE TABLE IF NOT EXISTS rentals_june AS\n",
+    "SELECT *\n",
+    "FROM rental\n",
+    "WHERE MONTH(rental_date) = 6;\n",
+    "\"\"\"\n",
+    "cursor.execute(create_table_june_query)\n",
+    "connection.commit()\n",
+    "\n",
+    "select_june_query = \"\"\"\n",
+    "SELECT customer_id, COUNT(*) AS rental_count\n",
+    "FROM rentals_june\n",
+    "GROUP BY customer_id;\n",
+    "\"\"\"\n",
+    "cursor.execute(select_june_query)\n",
+    "results_june = cursor.fetchall()\n",
+    "\n",
+    "print(\"\\nResults of the second query (June):\")\n",
+    "for row in results_june:\n",
+    "    print(f\"Customer ID: {row[0]}, Rental Count: {row[1]}\")\n",
+    "\n",
+    "cursor.close()\n",
+    "connection.close()"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "id": "9a85cc3c",
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.11.4"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 5
+}
diff --git a/aida mysql 9.sql b/aida mysql 9.sql
new file mode 100644
index 0000000..463d7a2
--- /dev/null
+++ b/aida mysql 9.sql	
@@ -0,0 +1,42 @@
+-- 1 Create a table rentals_may to store the data from rental table with information for the month of May.
+-- 2 Insert values in the table rentals_may using the table rental, filtering values only for the month of May.
+-- 3 Create a table rentals_june to store the data from rental table with information for the month of June.
+-- 4 Insert values in the table rentals_june using the table rental, filtering values only for the month of June.
+-- 5 Check the number of rentals for each customer for May.
+-- 6 Check the number of rentals for each customer for June.
+
+-- 7 Create a Python connection with SQL database and retrieve the results of the last two queries (also mentioned below) as dataframes:
+-- 8 Check the number of rentals for each customer for May
+-- 9 Check the number of rentals for each customer for June
+
+-- Hint: You can store the results from the two queries in two separate dataframes.
+-- Write a function that checks if customer borrowed more or less films in the month of June as compared to May.
+-- Hint: For this part, you can create a join between the two dataframes created before, using the  
+   -- merge function available for pandas dataframes. Here is a link to the documentation for the merge function.
+   
+use sakila;   
+
+CREATE TABLE rentals_may SELECT * FROM rental WHERE MONTH(rental_date) = 5;
+INSERT INTO rentals_may SELECT * FROM rental WHERE MONTH(rental_date) = 5;
+
+CREATE TABLE rentals_june SELECT * FROM rental WHERE MONTH(rental_date) = 6;
+INSERT INTO rentals_june SELECT * FROM rental WHERE MONTH(rental_date) = 6;
+
+SELECT customer_id, COUNT(*) AS rental_count_may FROM rental WHERE MONTH(rental_date) = 5 GROUP BY customer_id;
+SELECT customer_id, COUNT(*) AS rental_count_june FROM rental WHERE MONTH(rental_date) = 6 GROUP BY customer_id;
+
+SELECT @@hostname;
+SELECT USER();
+
+
+
+
+
+
+
+
+
+
+
+
+