026.sql day 2.ipynb

{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import mysql.connector as conn"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "mydb = conn.connect(host = \"localhost\" , user = \"root\" , passwd = \"root\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor = mydb.cursor()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"show databases \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[('information_schema',),\n",
       " ('mysql',),\n",
       " ('performance_schema',),\n",
       " ('sakila',),\n",
       " ('sys',),\n",
       " ('testineuron',),\n",
       " ('world',)]"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select  * from testineuron.glassdata \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(1, 1.52101, 13.64, 4.49, 1.1, 71.78, 0.06, 8.75, 0.0, 0.0, 1),\n",
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       " (2, 1.51761, 13.89, 3.6, 1.36, 72.73, 0.48, 7.83, 0.0, 0.0, 1),\n",
       " (3, 1.51618, 13.53, 3.55, 1.54, 72.99, 0.39, 7.78, 0.0, 0.0, 1),\n",
       " (4, 1.51766, 13.21, 3.69, 1.29, 72.61, 0.57, 8.22, 0.0, 0.0, 1),\n",
       " (5, 1.51742, 13.27, 3.62, 1.24, 73.08, 0.55, 8.07, 0.0, 0.0, 1),\n",
       " (6, 1.51596, 12.79, 3.61, 1.62, 72.97, 0.64, 8.07, 0.0, 0.26, 1),\n",
       " (7, 1.51743, 13.3, 3.6, 1.14, 73.09, 0.58, 8.17, 0.0, 0.0, 1),\n",
       " (8, 1.51756, 13.15, 3.61, 1.05, 73.24, 0.57, 8.24, 0.0, 0.0, 1),\n",
       " (9, 1.51918, 14.04, 3.58, 1.37, 72.08, 0.56, 8.3, 0.0, 0.0, 1),\n",
       " (10, 1.51755, 13.0, 3.6, 1.36, 72.99, 0.57, 8.4, 0.0, 0.11, 1),\n",
       " (11, 1.51571, 12.72, 3.46, 1.56, 73.2, 0.67, 8.09, 0.0, 0.24, 1),\n",
       " (12, 1.51763, 12.8, 3.66, 1.27, 73.01, 0.6, 8.56, 0.0, 0.0, 1),\n",
       " (13, 1.51589, 12.88, 3.43, 1.4, 73.28, 0.69, 8.05, 0.0, 0.24, 1),\n",
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       " (43, 1.51779, 13.21, 3.39, 1.33, 72.76, 0.59, 8.59, 0.0, 0.0, 1),\n",
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       " (45, 1.51786, 12.73, 3.43, 1.19, 72.95, 0.62, 8.76, 0.0, 0.3, 1),\n",
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       " (47, 1.51869, 13.19, 3.37, 1.18, 72.72, 0.57, 8.83, 0.0, 0.16, 1),\n",
       " (48, 1.52667, 13.99, 3.7, 0.71, 71.57, 0.02, 9.82, 0.0, 0.1, 1),\n",
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       " (108, 1.53393, 12.3, 0.0, 1.0, 70.16, 0.12, 16.19, 0.0, 0.24, 2),\n",
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       " (112, 1.52739, 11.02, 0.0, 0.75, 73.08, 0.0, 14.96, 0.0, 0.0, 2),\n",
       " (113, 1.52777, 12.64, 0.0, 0.67, 72.02, 0.06, 14.4, 0.0, 0.0, 2),\n",
       " (114, 1.51892, 13.46, 3.83, 1.26, 72.55, 0.57, 8.21, 0.0, 0.14, 2),\n",
       " (115, 1.51847, 13.1, 3.97, 1.19, 72.44, 0.6, 8.43, 0.0, 0.0, 2),\n",
       " (116, 1.51846, 13.41, 3.89, 1.33, 72.38, 0.51, 8.28, 0.0, 0.0, 2),\n",
       " (117, 1.51829, 13.24, 3.9, 1.41, 72.33, 0.55, 8.31, 0.0, 0.1, 2),\n",
       " (118, 1.51708, 13.72, 3.68, 1.81, 72.06, 0.64, 7.88, 0.0, 0.0, 2),\n",
       " (119, 1.51673, 13.3, 3.64, 1.53, 72.53, 0.65, 8.03, 0.0, 0.29, 2),\n",
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       " (136, 1.51789, 13.19, 3.9, 1.3, 72.33, 0.55, 8.44, 0.0, 0.28, 2),\n",
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       " (138, 1.51711, 12.89, 3.62, 1.57, 72.96, 0.61, 8.11, 0.0, 0.0, 2),\n",
       " (139, 1.51674, 12.79, 3.52, 1.54, 73.36, 0.66, 7.9, 0.0, 0.0, 2),\n",
       " (140, 1.51674, 12.87, 3.56, 1.64, 73.14, 0.65, 7.99, 0.0, 0.0, 2),\n",
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       " (142, 1.51851, 13.2, 3.63, 1.07, 72.83, 0.57, 8.41, 0.09, 0.17, 2),\n",
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       " (144, 1.51709, 13.0, 3.47, 1.79, 72.72, 0.66, 8.18, 0.0, 0.0, 2),\n",
       " (145, 1.5166, 12.99, 3.18, 1.23, 72.97, 0.58, 8.81, 0.0, 0.24, 2),\n",
       " (146, 1.51839, 12.85, 3.67, 1.24, 72.57, 0.62, 8.68, 0.0, 0.35, 2),\n",
       " (147, 1.51769, 13.65, 3.66, 1.11, 72.77, 0.11, 8.6, 0.0, 0.0, 3),\n",
       " (148, 1.5161, 13.33, 3.53, 1.34, 72.67, 0.56, 8.33, 0.0, 0.0, 3),\n",
       " (149, 1.5167, 13.24, 3.57, 1.38, 72.7, 0.56, 8.44, 0.0, 0.1, 3),\n",
       " (150, 1.51643, 12.16, 3.52, 1.35, 72.89, 0.57, 8.53, 0.0, 0.0, 3),\n",
       " (151, 1.51665, 13.14, 3.45, 1.76, 72.48, 0.6, 8.38, 0.0, 0.17, 3),\n",
       " (152, 1.52127, 14.32, 3.9, 0.83, 71.5, 0.0, 9.49, 0.0, 0.0, 3),\n",
       " (153, 1.51779, 13.64, 3.65, 0.65, 73.0, 0.06, 8.93, 0.0, 0.0, 3),\n",
       " (154, 1.5161, 13.42, 3.4, 1.22, 72.69, 0.59, 8.32, 0.0, 0.0, 3),\n",
       " (155, 1.51694, 12.86, 3.58, 1.31, 72.61, 0.61, 8.79, 0.0, 0.0, 3),\n",
       " (156, 1.51646, 13.04, 3.4, 1.26, 73.01, 0.52, 8.58, 0.0, 0.0, 3),\n",
       " (157, 1.51655, 13.41, 3.39, 1.28, 72.64, 0.52, 8.65, 0.0, 0.0, 3),\n",
       " (158, 1.52121, 14.03, 3.76, 0.58, 71.79, 0.11, 9.65, 0.0, 0.0, 3),\n",
       " (159, 1.51776, 13.53, 3.41, 1.52, 72.04, 0.58, 8.79, 0.0, 0.0, 3),\n",
       " (160, 1.51796, 13.5, 3.36, 1.63, 71.94, 0.57, 8.81, 0.0, 0.09, 3),\n",
       " (161, 1.51832, 13.33, 3.34, 1.54, 72.14, 0.56, 8.99, 0.0, 0.0, 3),\n",
       " (162, 1.51934, 13.64, 3.54, 0.75, 72.65, 0.16, 8.89, 0.15, 0.24, 3),\n",
       " (163, 1.52211, 14.19, 3.78, 0.91, 71.36, 0.23, 9.14, 0.0, 0.37, 3),\n",
       " (164, 1.51514, 14.01, 2.68, 3.5, 69.89, 1.68, 5.87, 2.2, 0.0, 5),\n",
       " (165, 1.51915, 12.73, 1.85, 1.86, 72.69, 0.6, 10.09, 0.0, 0.0, 5),\n",
       " (166, 1.52171, 11.56, 1.88, 1.56, 72.86, 0.47, 11.41, 0.0, 0.0, 5),\n",
       " (167, 1.52151, 11.03, 1.71, 1.56, 73.44, 0.58, 11.62, 0.0, 0.0, 5),\n",
       " (168, 1.51969, 12.64, 0.0, 1.65, 73.75, 0.38, 11.53, 0.0, 0.0, 5),\n",
       " (169, 1.51666, 12.86, 0.0, 1.83, 73.88, 0.97, 10.17, 0.0, 0.0, 5),\n",
       " (170, 1.51994, 13.27, 0.0, 1.76, 73.03, 0.47, 11.32, 0.0, 0.0, 5),\n",
       " (171, 1.52369, 13.44, 0.0, 1.58, 72.22, 0.32, 12.24, 0.0, 0.0, 5),\n",
       " (172, 1.51316, 13.02, 0.0, 3.04, 70.48, 6.21, 6.96, 0.0, 0.0, 5),\n",
       " (173, 1.51321, 13.0, 0.0, 3.02, 70.7, 6.21, 6.93, 0.0, 0.0, 5),\n",
       " (174, 1.52043, 13.38, 0.0, 1.4, 72.25, 0.33, 12.5, 0.0, 0.0, 5),\n",
       " (175, 1.52058, 12.85, 1.61, 2.17, 72.18, 0.76, 9.7, 0.24, 0.51, 5),\n",
       " (176, 1.52119, 12.97, 0.33, 1.51, 73.39, 0.13, 11.27, 0.0, 0.28, 5),\n",
       " (177, 1.51905, 14.0, 2.39, 1.56, 72.37, 0.0, 9.57, 0.0, 0.0, 6),\n",
       " (178, 1.51937, 13.79, 2.41, 1.19, 72.76, 0.0, 9.77, 0.0, 0.0, 6),\n",
       " (179, 1.51829, 14.46, 2.24, 1.62, 72.38, 0.0, 9.26, 0.0, 0.0, 6),\n",
       " (180, 1.51852, 14.09, 2.19, 1.66, 72.67, 0.0, 9.32, 0.0, 0.0, 6),\n",
       " (181, 1.51299, 14.4, 1.74, 1.54, 74.55, 0.0, 7.59, 0.0, 0.0, 6),\n",
       " (182, 1.51888, 14.99, 0.78, 1.74, 72.5, 0.0, 9.95, 0.0, 0.0, 6),\n",
       " (183, 1.51916, 14.15, 0.0, 2.09, 72.74, 0.0, 10.88, 0.0, 0.0, 6),\n",
       " (184, 1.51969, 14.56, 0.0, 0.56, 73.48, 0.0, 11.22, 0.0, 0.0, 6),\n",
       " (185, 1.51115, 17.38, 0.0, 0.34, 75.41, 0.0, 6.65, 0.0, 0.0, 6),\n",
       " (186, 1.51131, 13.69, 3.2, 1.81, 72.81, 1.76, 5.43, 1.19, 0.0, 7),\n",
       " (187, 1.51838, 14.32, 3.26, 2.22, 71.25, 1.46, 5.79, 1.63, 0.0, 7),\n",
       " (188, 1.52315, 13.44, 3.34, 1.23, 72.38, 0.6, 8.83, 0.0, 0.0, 7),\n",
       " (189, 1.52247, 14.86, 2.2, 2.06, 70.26, 0.76, 9.76, 0.0, 0.0, 7),\n",
       " (190, 1.52365, 15.79, 1.83, 1.31, 70.43, 0.31, 8.61, 1.68, 0.0, 7),\n",
       " (191, 1.51613, 13.88, 1.78, 1.79, 73.1, 0.0, 8.67, 0.76, 0.0, 7),\n",
       " (192, 1.51602, 14.85, 0.0, 2.38, 73.28, 0.0, 8.76, 0.64, 0.09, 7),\n",
       " (193, 1.51623, 14.2, 0.0, 2.79, 73.46, 0.04, 9.04, 0.4, 0.09, 7),\n",
       " (194, 1.51719, 14.75, 0.0, 2.0, 73.02, 0.0, 8.53, 1.59, 0.08, 7),\n",
       " (195, 1.51683, 14.56, 0.0, 1.98, 73.29, 0.0, 8.52, 1.57, 0.07, 7),\n",
       " (196, 1.51545, 14.14, 0.0, 2.68, 73.39, 0.08, 9.07, 0.61, 0.05, 7),\n",
       " (197, 1.51556, 13.87, 0.0, 2.54, 73.23, 0.14, 9.41, 0.81, 0.01, 7),\n",
       " (198, 1.51727, 14.7, 0.0, 2.34, 73.28, 0.0, 8.95, 0.66, 0.0, 7),\n",
       " (199, 1.51531, 14.38, 0.0, 2.66, 73.1, 0.04, 9.08, 0.64, 0.0, 7),\n",
       " (200, 1.51609, 15.01, 0.0, 2.51, 73.05, 0.05, 8.83, 0.53, 0.0, 7),\n",
       " (201, 1.51508, 15.15, 0.0, 2.25, 73.5, 0.0, 8.34, 0.63, 0.0, 7),\n",
       " (202, 1.51653, 11.95, 0.0, 1.19, 75.18, 2.7, 8.93, 0.0, 0.0, 7),\n",
       " (203, 1.51514, 14.85, 0.0, 2.42, 73.72, 0.0, 8.39, 0.56, 0.0, 7),\n",
       " (204, 1.51658, 14.8, 0.0, 1.99, 73.11, 0.0, 8.28, 1.71, 0.0, 7),\n",
       " (205, 1.51617, 14.95, 0.0, 2.27, 73.3, 0.0, 8.71, 0.67, 0.0, 7),\n",
       " (206, 1.51732, 14.95, 0.0, 1.8, 72.99, 0.0, 8.61, 1.55, 0.0, 7),\n",
       " (207, 1.51645, 14.94, 0.0, 1.87, 73.11, 0.0, 8.67, 1.38, 0.0, 7),\n",
       " (208, 1.51831, 14.39, 0.0, 1.82, 72.86, 1.41, 6.47, 2.88, 0.0, 7),\n",
       " (209, 1.5164, 14.37, 0.0, 2.74, 72.85, 0.0, 9.45, 0.54, 0.0, 7),\n",
       " (210, 1.51623, 14.14, 0.0, 2.88, 72.61, 0.08, 9.18, 1.06, 0.0, 7),\n",
       " (211, 1.51685, 14.92, 0.0, 1.99, 73.06, 0.0, 8.4, 1.59, 0.0, 7),\n",
       " (212, 1.52065, 14.36, 0.0, 2.02, 73.42, 0.0, 8.44, 1.64, 0.0, 7),\n",
       " (213, 1.51651, 14.38, 0.0, 1.94, 73.61, 0.0, 8.48, 1.57, 0.0, 7),\n",
       " (214, 1.51711, 14.23, 0.0, 2.08, 73.36, 0.0, 8.62, 1.67, 0.0, 7)]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select  * from testineuron.ineuron \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(423423, 'sudh', 'kumar', 2344323, 'FSDS'),\n",
       " (564576, 'suhghfdh', 'kumar', 2344323, 'FSDS')]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select col5, col5 , col10 , col1 from testineuron.glassdata\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(1.1, 1.1, 0.0, 1),\n",
       " (1.1, 1.1, 0.0, 1),\n",
       " (1.36, 1.36, 0.0, 2),\n",
       " (1.54, 1.54, 0.0, 3),\n",
       " (1.29, 1.29, 0.0, 4),\n",
       " (1.24, 1.24, 0.0, 5),\n",
       " (1.62, 1.62, 0.26, 6),\n",
       " (1.14, 1.14, 0.0, 7),\n",
       " (1.05, 1.05, 0.0, 8),\n",
       " (1.37, 1.37, 0.0, 9),\n",
       " (1.36, 1.36, 0.11, 10),\n",
       " (1.56, 1.56, 0.24, 11),\n",
       " (1.27, 1.27, 0.0, 12),\n",
       " (1.4, 1.4, 0.24, 13),\n",
       " (1.27, 1.27, 0.17, 14),\n",
       " (1.31, 1.31, 0.0, 15),\n",
       " (1.23, 1.23, 0.0, 16),\n",
       " (1.16, 1.16, 0.0, 17),\n",
       " (0.89, 0.89, 0.0, 18),\n",
       " (1.18, 1.18, 0.0, 19),\n",
       " (1.69, 1.69, 0.07, 20),\n",
       " (1.49, 1.49, 0.19, 21),\n",
       " (0.29, 0.29, 0.0, 22),\n",
       " (1.29, 1.29, 0.0, 23),\n",
       " (1.35, 1.35, 0.0, 24),\n",
       " (1.15, 1.15, 0.0, 25),\n",
       " (1.21, 1.21, 0.0, 26),\n",
       " (1.41, 1.41, 0.0, 27),\n",
       " (1.33, 1.33, 0.0, 28),\n",
       " (1.43, 1.43, 0.0, 29),\n",
       " (1.28, 1.28, 0.0, 30),\n",
       " (1.3, 1.3, 0.14, 31),\n",
       " (1.14, 1.14, 0.0, 32),\n",
       " (1.23, 1.23, 0.22, 33),\n",
       " (1.38, 1.38, 0.06, 34),\n",
       " (1.34, 1.34, 0.0, 35),\n",
       " (1.21, 1.21, 0.0, 36),\n",
       " (1.32, 1.32, 0.0, 37),\n",
       " (1.35, 1.35, 0.0, 38),\n",
       " (0.47, 0.47, 0.0, 39),\n",
       " (0.47, 0.47, 0.0, 40),\n",
       " (1.12, 1.12, 0.0, 41),\n",
       " (1.2, 1.2, 0.0, 42),\n",
       " (1.33, 1.33, 0.0, 43),\n",
       " (0.72, 0.72, 0.0, 44),\n",
       " (1.19, 1.19, 0.3, 45),\n",
       " (1.35, 1.35, 0.0, 46),\n",
       " (1.18, 1.18, 0.16, 47),\n",
       " (0.71, 0.71, 0.1, 48),\n",
       " (0.79, 0.79, 0.0, 49),\n",
       " (1.23, 1.23, 0.0, 50),\n",
       " (0.51, 0.51, 0.16, 51),\n",
       " (1.28, 1.28, 0.11, 52),\n",
       " (1.19, 1.19, 0.0, 53),\n",
       " (1.28, 1.28, 0.0, 54),\n",
       " (1.29, 1.29, 0.09, 55),\n",
       " (1.29, 1.29, 0.24, 56),\n",
       " (1.12, 1.12, 0.31, 57),\n",
       " (1.29, 1.29, 0.0, 58),\n",
       " (1.17, 1.17, 0.0, 59),\n",
       " (1.19, 1.19, 0.11, 60),\n",
       " (1.11, 1.11, 0.0, 61),\n",
       " (1.32, 1.32, 0.0, 62),\n",
       " (0.88, 0.88, 0.11, 63),\n",
       " (0.78, 0.78, 0.0, 64),\n",
       " (0.9, 0.9, 0.07, 65),\n",
       " (1.12, 1.12, 0.0, 66),\n",
       " (0.87, 0.87, 0.17, 67),\n",
       " (0.87, 0.87, 0.17, 68),\n",
       " (0.9, 0.9, 0.16, 69),\n",
       " (0.82, 0.82, 0.03, 70),\n",
       " (1.74, 1.74, 0.12, 71),\n",
       " (1.27, 1.27, 0.32, 72),\n",
       " (1.52, 1.52, 0.0, 73),\n",
       " (1.57, 1.57, 0.0, 74),\n",
       " (1.54, 1.54, 0.0, 75),\n",
       " (1.51, 1.51, 0.0, 76),\n",
       " (1.54, 1.54, 0.0, 77),\n",
       " (1.54, 1.54, 0.0, 78),\n",
       " (1.25, 1.25, 0.14, 79),\n",
       " (1.9, 1.9, 0.0, 80),\n",
       " (2.12, 2.12, 0.0, 81),\n",
       " (1.43, 1.43, 0.0, 82),\n",
       " (1.25, 1.25, 0.0, 83),\n",
       " (1.55, 1.55, 0.09, 84),\n",
       " (2.08, 2.08, 0.0, 85),\n",
       " (1.49, 1.49, 0.0, 86),\n",
       " (1.47, 1.47, 0.0, 87),\n",
       " (1.52, 1.52, 0.1, 88),\n",
       " (1.48, 1.48, 0.0, 89),\n",
       " (1.87, 1.87, 0.09, 90),\n",
       " (1.11, 1.11, 0.22, 91),\n",
       " (1.45, 1.45, 0.0, 92),\n",
       " (1.58, 1.58, 0.19, 93),\n",
       " (1.47, 1.47, 0.0, 94),\n",
       " (1.49, 1.49, 0.0, 95),\n",
       " (1.43, 1.43, 0.0, 96),\n",
       " (1.06, 1.06, 0.15, 97),\n",
       " (1.16, 1.16, 0.24, 98),\n",
       " (1.71, 1.71, 0.0, 99),\n",
       " (1.43, 1.43, 0.0, 100),\n",
       " (1.44, 1.44, 0.22, 101),\n",
       " (1.63, 1.63, 0.0, 102),\n",
       " (0.83, 0.83, 0.2, 103),\n",
       " (0.66, 0.66, 0.0, 104),\n",
       " (1.17, 1.17, 0.0, 105),\n",
       " (1.88, 1.88, 0.34, 106),\n",
       " (2.1, 2.1, 0.28, 107),\n",
       " (1.0, 1.0, 0.24, 108),\n",
       " (1.0, 1.0, 0.08, 109),\n",
       " (0.56, 0.56, 0.0, 110),\n",
       " (0.77, 0.77, 0.0, 111),\n",
       " (0.75, 0.75, 0.0, 112),\n",
       " (0.67, 0.67, 0.0, 113),\n",
       " (1.26, 1.26, 0.14, 114),\n",
       " (1.19, 1.19, 0.0, 115),\n",
       " (1.33, 1.33, 0.0, 116),\n",
       " (1.41, 1.41, 0.1, 117),\n",
       " (1.81, 1.81, 0.0, 118),\n",
       " (1.53, 1.53, 0.29, 119),\n",
       " (1.47, 1.47, 0.0, 120),\n",
       " (1.32, 1.32, 0.0, 121),\n",
       " (1.62, 1.62, 0.21, 122),\n",
       " (1.48, 1.48, 0.0, 123),\n",
       " (1.71, 1.71, 0.0, 124),\n",
       " (1.15, 1.15, 0.0, 125),\n",
       " (1.56, 1.56, 0.12, 126),\n",
       " (1.26, 1.26, 0.0, 127),\n",
       " (1.43, 1.43, 0.17, 128),\n",
       " (1.67, 1.67, 0.17, 129),\n",
       " (1.63, 1.63, 0.18, 130),\n",
       " (1.36, 1.36, 0.0, 131),\n",
       " (1.36, 1.36, 0.1, 132),\n",
       " (1.18, 1.18, 0.0, 133),\n",
       " (1.54, 1.54, 0.15, 134),\n",
       " (1.25, 1.25, 0.0, 135),\n",
       " (1.3, 1.3, 0.28, 136),\n",
       " (1.08, 1.08, 0.12, 137),\n",
       " (1.57, 1.57, 0.0, 138),\n",
       " (1.54, 1.54, 0.0, 139),\n",
       " (1.64, 1.64, 0.0, 140),\n",
       " (1.61, 1.61, 0.0, 141),\n",
       " (1.07, 1.07, 0.17, 142),\n",
       " (1.44, 1.44, 0.25, 143),\n",
       " (1.79, 1.79, 0.0, 144),\n",
       " (1.23, 1.23, 0.24, 145),\n",
       " (1.24, 1.24, 0.35, 146),\n",
       " (1.11, 1.11, 0.0, 147),\n",
       " (1.34, 1.34, 0.0, 148),\n",
       " (1.38, 1.38, 0.1, 149),\n",
       " (1.35, 1.35, 0.0, 150),\n",
       " (1.76, 1.76, 0.17, 151),\n",
       " (0.83, 0.83, 0.0, 152),\n",
       " (0.65, 0.65, 0.0, 153),\n",
       " (1.22, 1.22, 0.0, 154),\n",
       " (1.31, 1.31, 0.0, 155),\n",
       " (1.26, 1.26, 0.0, 156),\n",
       " (1.28, 1.28, 0.0, 157),\n",
       " (0.58, 0.58, 0.0, 158),\n",
       " (1.52, 1.52, 0.0, 159),\n",
       " (1.63, 1.63, 0.09, 160),\n",
       " (1.54, 1.54, 0.0, 161),\n",
       " (0.75, 0.75, 0.24, 162),\n",
       " (0.91, 0.91, 0.37, 163),\n",
       " (3.5, 3.5, 0.0, 164),\n",
       " (1.86, 1.86, 0.0, 165),\n",
       " (1.56, 1.56, 0.0, 166),\n",
       " (1.56, 1.56, 0.0, 167),\n",
       " (1.65, 1.65, 0.0, 168),\n",
       " (1.83, 1.83, 0.0, 169),\n",
       " (1.76, 1.76, 0.0, 170),\n",
       " (1.58, 1.58, 0.0, 171),\n",
       " (3.04, 3.04, 0.0, 172),\n",
       " (3.02, 3.02, 0.0, 173),\n",
       " (1.4, 1.4, 0.0, 174),\n",
       " (2.17, 2.17, 0.51, 175),\n",
       " (1.51, 1.51, 0.28, 176),\n",
       " (1.56, 1.56, 0.0, 177),\n",
       " (1.19, 1.19, 0.0, 178),\n",
       " (1.62, 1.62, 0.0, 179),\n",
       " (1.66, 1.66, 0.0, 180),\n",
       " (1.54, 1.54, 0.0, 181),\n",
       " (1.74, 1.74, 0.0, 182),\n",
       " (2.09, 2.09, 0.0, 183),\n",
       " (0.56, 0.56, 0.0, 184),\n",
       " (0.34, 0.34, 0.0, 185),\n",
       " (1.81, 1.81, 0.0, 186),\n",
       " (2.22, 2.22, 0.0, 187),\n",
       " (1.23, 1.23, 0.0, 188),\n",
       " (2.06, 2.06, 0.0, 189),\n",
       " (1.31, 1.31, 0.0, 190),\n",
       " (1.79, 1.79, 0.0, 191),\n",
       " (2.38, 2.38, 0.09, 192),\n",
       " (2.79, 2.79, 0.09, 193),\n",
       " (2.0, 2.0, 0.08, 194),\n",
       " (1.98, 1.98, 0.07, 195),\n",
       " (2.68, 2.68, 0.05, 196),\n",
       " (2.54, 2.54, 0.01, 197),\n",
       " (2.34, 2.34, 0.0, 198),\n",
       " (2.66, 2.66, 0.0, 199),\n",
       " (2.51, 2.51, 0.0, 200),\n",
       " (2.25, 2.25, 0.0, 201),\n",
       " (1.19, 1.19, 0.0, 202),\n",
       " (2.42, 2.42, 0.0, 203),\n",
       " (1.99, 1.99, 0.0, 204),\n",
       " (2.27, 2.27, 0.0, 205),\n",
       " (1.8, 1.8, 0.0, 206),\n",
       " (1.87, 1.87, 0.0, 207),\n",
       " (1.82, 1.82, 0.0, 208),\n",
       " (2.74, 2.74, 0.0, 209),\n",
       " (2.88, 2.88, 0.0, 210),\n",
       " (1.99, 1.99, 0.0, 211),\n",
       " (2.02, 2.02, 0.0, 212),\n",
       " (1.94, 1.94, 0.0, 213),\n",
       " (2.08, 2.08, 0.0, 214)]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select * from testineuron.glassdata WHERE col1 = 4 \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(4, 1.51766, 13.21, 3.69, 1.29, 72.61, 0.57, 8.22, 0.0, 0.0, 1)]"
      ]
     },
     "execution_count": 15,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"delete from testineuron.glassdata where col1 = 4\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [],
   "source": [
    "mydb.commit()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select * from testineuron.glassdata \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [
    {
     "data": {
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       " (121, 1.51844, 13.25, 3.76, 1.32, 72.4, 0.58, 8.42, 0.0, 0.0, 2),\n",
       " (122, 1.51663, 12.93, 3.54, 1.62, 72.96, 0.64, 8.03, 0.0, 0.21, 2),\n",
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       " (124, 1.51707, 13.48, 3.48, 1.71, 72.52, 0.62, 7.99, 0.0, 0.0, 2),\n",
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       " (129, 1.52068, 13.55, 2.09, 1.67, 72.18, 0.53, 9.57, 0.27, 0.17, 2),\n",
       " (130, 1.5202, 13.98, 1.35, 1.63, 71.76, 0.39, 10.56, 0.0, 0.18, 2),\n",
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       " (132, 1.52614, 13.7, 0.0, 1.36, 71.24, 0.19, 13.44, 0.0, 0.1, 2),\n",
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       " (137, 1.51806, 13.0, 3.8, 1.08, 73.07, 0.56, 8.38, 0.0, 0.12, 2),\n",
       " (138, 1.51711, 12.89, 3.62, 1.57, 72.96, 0.61, 8.11, 0.0, 0.0, 2),\n",
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       " (140, 1.51674, 12.87, 3.56, 1.64, 73.14, 0.65, 7.99, 0.0, 0.0, 2),\n",
       " (141, 1.5169, 13.33, 3.54, 1.61, 72.54, 0.68, 8.11, 0.0, 0.0, 2),\n",
       " (142, 1.51851, 13.2, 3.63, 1.07, 72.83, 0.57, 8.41, 0.09, 0.17, 2),\n",
       " (143, 1.51662, 12.85, 3.51, 1.44, 73.01, 0.68, 8.23, 0.06, 0.25, 2),\n",
       " (144, 1.51709, 13.0, 3.47, 1.79, 72.72, 0.66, 8.18, 0.0, 0.0, 2),\n",
       " (145, 1.5166, 12.99, 3.18, 1.23, 72.97, 0.58, 8.81, 0.0, 0.24, 2),\n",
       " (146, 1.51839, 12.85, 3.67, 1.24, 72.57, 0.62, 8.68, 0.0, 0.35, 2),\n",
       " (147, 1.51769, 13.65, 3.66, 1.11, 72.77, 0.11, 8.6, 0.0, 0.0, 3),\n",
       " (148, 1.5161, 13.33, 3.53, 1.34, 72.67, 0.56, 8.33, 0.0, 0.0, 3),\n",
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       " (152, 1.52127, 14.32, 3.9, 0.83, 71.5, 0.0, 9.49, 0.0, 0.0, 3),\n",
       " (153, 1.51779, 13.64, 3.65, 0.65, 73.0, 0.06, 8.93, 0.0, 0.0, 3),\n",
       " (154, 1.5161, 13.42, 3.4, 1.22, 72.69, 0.59, 8.32, 0.0, 0.0, 3),\n",
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       " (161, 1.51832, 13.33, 3.34, 1.54, 72.14, 0.56, 8.99, 0.0, 0.0, 3),\n",
       " (162, 1.51934, 13.64, 3.54, 0.75, 72.65, 0.16, 8.89, 0.15, 0.24, 3),\n",
       " (163, 1.52211, 14.19, 3.78, 0.91, 71.36, 0.23, 9.14, 0.0, 0.37, 3),\n",
       " (164, 1.51514, 14.01, 2.68, 3.5, 69.89, 1.68, 5.87, 2.2, 0.0, 5),\n",
       " (165, 1.51915, 12.73, 1.85, 1.86, 72.69, 0.6, 10.09, 0.0, 0.0, 5),\n",
       " (166, 1.52171, 11.56, 1.88, 1.56, 72.86, 0.47, 11.41, 0.0, 0.0, 5),\n",
       " (167, 1.52151, 11.03, 1.71, 1.56, 73.44, 0.58, 11.62, 0.0, 0.0, 5),\n",
       " (168, 1.51969, 12.64, 0.0, 1.65, 73.75, 0.38, 11.53, 0.0, 0.0, 5),\n",
       " (169, 1.51666, 12.86, 0.0, 1.83, 73.88, 0.97, 10.17, 0.0, 0.0, 5),\n",
       " (170, 1.51994, 13.27, 0.0, 1.76, 73.03, 0.47, 11.32, 0.0, 0.0, 5),\n",
       " (171, 1.52369, 13.44, 0.0, 1.58, 72.22, 0.32, 12.24, 0.0, 0.0, 5),\n",
       " (172, 1.51316, 13.02, 0.0, 3.04, 70.48, 6.21, 6.96, 0.0, 0.0, 5),\n",
       " (173, 1.51321, 13.0, 0.0, 3.02, 70.7, 6.21, 6.93, 0.0, 0.0, 5),\n",
       " (174, 1.52043, 13.38, 0.0, 1.4, 72.25, 0.33, 12.5, 0.0, 0.0, 5),\n",
       " (175, 1.52058, 12.85, 1.61, 2.17, 72.18, 0.76, 9.7, 0.24, 0.51, 5),\n",
       " (176, 1.52119, 12.97, 0.33, 1.51, 73.39, 0.13, 11.27, 0.0, 0.28, 5),\n",
       " (177, 1.51905, 14.0, 2.39, 1.56, 72.37, 0.0, 9.57, 0.0, 0.0, 6),\n",
       " (178, 1.51937, 13.79, 2.41, 1.19, 72.76, 0.0, 9.77, 0.0, 0.0, 6),\n",
       " (179, 1.51829, 14.46, 2.24, 1.62, 72.38, 0.0, 9.26, 0.0, 0.0, 6),\n",
       " (180, 1.51852, 14.09, 2.19, 1.66, 72.67, 0.0, 9.32, 0.0, 0.0, 6),\n",
       " (181, 1.51299, 14.4, 1.74, 1.54, 74.55, 0.0, 7.59, 0.0, 0.0, 6),\n",
       " (182, 1.51888, 14.99, 0.78, 1.74, 72.5, 0.0, 9.95, 0.0, 0.0, 6),\n",
       " (183, 1.51916, 14.15, 0.0, 2.09, 72.74, 0.0, 10.88, 0.0, 0.0, 6),\n",
       " (184, 1.51969, 14.56, 0.0, 0.56, 73.48, 0.0, 11.22, 0.0, 0.0, 6),\n",
       " (185, 1.51115, 17.38, 0.0, 0.34, 75.41, 0.0, 6.65, 0.0, 0.0, 6),\n",
       " (186, 1.51131, 13.69, 3.2, 1.81, 72.81, 1.76, 5.43, 1.19, 0.0, 7),\n",
       " (187, 1.51838, 14.32, 3.26, 2.22, 71.25, 1.46, 5.79, 1.63, 0.0, 7),\n",
       " (188, 1.52315, 13.44, 3.34, 1.23, 72.38, 0.6, 8.83, 0.0, 0.0, 7),\n",
       " (189, 1.52247, 14.86, 2.2, 2.06, 70.26, 0.76, 9.76, 0.0, 0.0, 7),\n",
       " (190, 1.52365, 15.79, 1.83, 1.31, 70.43, 0.31, 8.61, 1.68, 0.0, 7),\n",
       " (191, 1.51613, 13.88, 1.78, 1.79, 73.1, 0.0, 8.67, 0.76, 0.0, 7),\n",
       " (192, 1.51602, 14.85, 0.0, 2.38, 73.28, 0.0, 8.76, 0.64, 0.09, 7),\n",
       " (193, 1.51623, 14.2, 0.0, 2.79, 73.46, 0.04, 9.04, 0.4, 0.09, 7),\n",
       " (194, 1.51719, 14.75, 0.0, 2.0, 73.02, 0.0, 8.53, 1.59, 0.08, 7),\n",
       " (195, 1.51683, 14.56, 0.0, 1.98, 73.29, 0.0, 8.52, 1.57, 0.07, 7),\n",
       " (196, 1.51545, 14.14, 0.0, 2.68, 73.39, 0.08, 9.07, 0.61, 0.05, 7),\n",
       " (197, 1.51556, 13.87, 0.0, 2.54, 73.23, 0.14, 9.41, 0.81, 0.01, 7),\n",
       " (198, 1.51727, 14.7, 0.0, 2.34, 73.28, 0.0, 8.95, 0.66, 0.0, 7),\n",
       " (199, 1.51531, 14.38, 0.0, 2.66, 73.1, 0.04, 9.08, 0.64, 0.0, 7),\n",
       " (200, 1.51609, 15.01, 0.0, 2.51, 73.05, 0.05, 8.83, 0.53, 0.0, 7),\n",
       " (201, 1.51508, 15.15, 0.0, 2.25, 73.5, 0.0, 8.34, 0.63, 0.0, 7),\n",
       " (202, 1.51653, 11.95, 0.0, 1.19, 75.18, 2.7, 8.93, 0.0, 0.0, 7),\n",
       " (203, 1.51514, 14.85, 0.0, 2.42, 73.72, 0.0, 8.39, 0.56, 0.0, 7),\n",
       " (204, 1.51658, 14.8, 0.0, 1.99, 73.11, 0.0, 8.28, 1.71, 0.0, 7),\n",
       " (205, 1.51617, 14.95, 0.0, 2.27, 73.3, 0.0, 8.71, 0.67, 0.0, 7),\n",
       " (206, 1.51732, 14.95, 0.0, 1.8, 72.99, 0.0, 8.61, 1.55, 0.0, 7),\n",
       " (207, 1.51645, 14.94, 0.0, 1.87, 73.11, 0.0, 8.67, 1.38, 0.0, 7),\n",
       " (208, 1.51831, 14.39, 0.0, 1.82, 72.86, 1.41, 6.47, 2.88, 0.0, 7),\n",
       " (209, 1.5164, 14.37, 0.0, 2.74, 72.85, 0.0, 9.45, 0.54, 0.0, 7),\n",
       " (210, 1.51623, 14.14, 0.0, 2.88, 72.61, 0.08, 9.18, 1.06, 0.0, 7),\n",
       " (211, 1.51685, 14.92, 0.0, 1.99, 73.06, 0.0, 8.4, 1.59, 0.0, 7),\n",
       " (212, 1.52065, 14.36, 0.0, 2.02, 73.42, 0.0, 8.44, 1.64, 0.0, 7),\n",
       " (213, 1.51651, 14.38, 0.0, 1.94, 73.61, 0.0, 8.48, 1.57, 0.0, 7),\n",
       " (214, 1.51711, 14.23, 0.0, 2.08, 73.36, 0.0, 8.62, 1.67, 0.0, 7)]"
      ]
     },
     "execution_count": 19,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"UPDATE testineuron.glassdata SET col1 = 6 ,col2 = 8 where col1  = 4\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "mydb.commit()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select * from testineuron.glassdata\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       " (2, 1.51761, 13.89, 3.6, 1.36, 72.73, 0.48, 7.83, 0.0, 0.0, 1),\n",
       " (3, 1.51618, 13.53, 3.55, 1.54, 72.99, 0.39, 7.78, 0.0, 0.0, 1),\n",
       " (5, 1.51742, 13.27, 3.62, 1.24, 73.08, 0.55, 8.07, 0.0, 0.0, 1),\n",
       " (6, 1.51596, 12.79, 3.61, 1.62, 72.97, 0.64, 8.07, 0.0, 0.26, 1),\n",
       " (7, 1.51743, 13.3, 3.6, 1.14, 73.09, 0.58, 8.17, 0.0, 0.0, 1),\n",
       " (8, 1.51756, 13.15, 3.61, 1.05, 73.24, 0.57, 8.24, 0.0, 0.0, 1),\n",
       " (9, 1.51918, 14.04, 3.58, 1.37, 72.08, 0.56, 8.3, 0.0, 0.0, 1),\n",
       " (10, 1.51755, 13.0, 3.6, 1.36, 72.99, 0.57, 8.4, 0.0, 0.11, 1),\n",
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       " (17, 1.51784, 12.68, 3.67, 1.16, 73.11, 0.61, 8.7, 0.0, 0.0, 1),\n",
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       " (52, 1.51926, 13.2, 3.33, 1.28, 72.36, 0.6, 9.14, 0.0, 0.11, 1),\n",
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       " (59, 1.51754, 13.48, 3.74, 1.17, 72.99, 0.59, 8.03, 0.0, 0.0, 1),\n",
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       " (69, 1.52152, 13.12, 3.58, 0.9, 72.2, 0.23, 9.82, 0.0, 0.16, 1),\n",
       " (70, 1.523, 13.31, 3.58, 0.82, 71.99, 0.12, 10.17, 0.0, 0.03, 1),\n",
       " (71, 1.51574, 14.86, 3.67, 1.74, 71.87, 0.16, 7.36, 0.0, 0.12, 2),\n",
       " (72, 1.51848, 13.64, 3.87, 1.27, 71.96, 0.54, 8.32, 0.0, 0.32, 2),\n",
       " (73, 1.51593, 13.09, 3.59, 1.52, 73.1, 0.67, 7.83, 0.0, 0.0, 2),\n",
       " (74, 1.51631, 13.34, 3.57, 1.57, 72.87, 0.61, 7.89, 0.0, 0.0, 2),\n",
       " (75, 1.51596, 13.02, 3.56, 1.54, 73.11, 0.72, 7.9, 0.0, 0.0, 2),\n",
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       " (82, 1.51593, 13.25, 3.45, 1.43, 73.17, 0.61, 7.86, 0.0, 0.0, 2),\n",
       " (83, 1.51646, 13.41, 3.55, 1.25, 72.81, 0.68, 8.1, 0.0, 0.0, 2),\n",
       " (84, 1.51594, 13.09, 3.52, 1.55, 72.87, 0.68, 8.05, 0.0, 0.09, 2),\n",
       " (85, 1.51409, 14.25, 3.09, 2.08, 72.28, 1.1, 7.08, 0.0, 0.0, 2),\n",
       " (86, 1.51625, 13.36, 3.58, 1.49, 72.72, 0.45, 8.21, 0.0, 0.0, 2),\n",
       " (87, 1.51569, 13.24, 3.49, 1.47, 73.25, 0.38, 8.03, 0.0, 0.0, 2),\n",
       " (88, 1.51645, 13.4, 3.49, 1.52, 72.65, 0.67, 8.08, 0.0, 0.1, 2),\n",
       " (89, 1.51618, 13.01, 3.5, 1.48, 72.89, 0.6, 8.12, 0.0, 0.0, 2),\n",
       " (90, 1.5164, 12.55, 3.48, 1.87, 73.23, 0.63, 8.08, 0.0, 0.09, 2),\n",
       " (91, 1.51841, 12.93, 3.74, 1.11, 72.28, 0.64, 8.96, 0.0, 0.22, 2),\n",
       " (92, 1.51605, 12.9, 3.44, 1.45, 73.06, 0.44, 8.27, 0.0, 0.0, 2),\n",
       " (93, 1.51588, 13.12, 3.41, 1.58, 73.26, 0.07, 8.39, 0.0, 0.19, 2),\n",
       " (94, 1.5159, 13.24, 3.34, 1.47, 73.1, 0.39, 8.22, 0.0, 0.0, 2),\n",
       " (95, 1.51629, 12.71, 3.33, 1.49, 73.28, 0.67, 8.24, 0.0, 0.0, 2),\n",
       " (96, 1.5186, 13.36, 3.43, 1.43, 72.26, 0.51, 8.6, 0.0, 0.0, 2),\n",
       " (97, 1.51841, 13.02, 3.62, 1.06, 72.34, 0.64, 9.13, 0.0, 0.15, 2),\n",
       " (98, 1.51743, 12.2, 3.25, 1.16, 73.55, 0.62, 8.9, 0.0, 0.24, 2),\n",
       " (99, 1.51689, 12.67, 2.88, 1.71, 73.21, 0.73, 8.54, 0.0, 0.0, 2),\n",
       " (100, 1.51811, 12.96, 2.96, 1.43, 72.92, 0.6, 8.79, 0.14, 0.0, 2),\n",
       " (101, 1.51655, 12.75, 2.85, 1.44, 73.27, 0.57, 8.79, 0.11, 0.22, 2),\n",
       " (102, 1.5173, 12.35, 2.72, 1.63, 72.87, 0.7, 9.23, 0.0, 0.0, 2),\n",
       " (103, 1.5182, 12.62, 2.76, 0.83, 73.81, 0.35, 9.42, 0.0, 0.2, 2),\n",
       " (104, 1.52725, 13.8, 3.15, 0.66, 70.57, 0.08, 11.64, 0.0, 0.0, 2),\n",
       " (105, 1.5241, 13.83, 2.9, 1.17, 71.15, 0.08, 10.79, 0.0, 0.0, 2),\n",
       " (106, 1.52475, 11.45, 0.0, 1.88, 72.19, 0.81, 13.24, 0.0, 0.34, 2),\n",
       " (107, 1.53125, 10.73, 0.0, 2.1, 69.81, 0.58, 13.3, 3.15, 0.28, 2),\n",
       " (108, 1.53393, 12.3, 0.0, 1.0, 70.16, 0.12, 16.19, 0.0, 0.24, 2),\n",
       " (109, 1.52222, 14.43, 0.0, 1.0, 72.67, 0.1, 11.52, 0.0, 0.08, 2),\n",
       " (110, 1.51818, 13.72, 0.0, 0.56, 74.45, 0.0, 10.99, 0.0, 0.0, 2),\n",
       " (111, 1.52664, 11.23, 0.0, 0.77, 73.21, 0.0, 14.68, 0.0, 0.0, 2),\n",
       " (112, 1.52739, 11.02, 0.0, 0.75, 73.08, 0.0, 14.96, 0.0, 0.0, 2),\n",
       " (113, 1.52777, 12.64, 0.0, 0.67, 72.02, 0.06, 14.4, 0.0, 0.0, 2),\n",
       " (114, 1.51892, 13.46, 3.83, 1.26, 72.55, 0.57, 8.21, 0.0, 0.14, 2),\n",
       " (115, 1.51847, 13.1, 3.97, 1.19, 72.44, 0.6, 8.43, 0.0, 0.0, 2),\n",
       " (116, 1.51846, 13.41, 3.89, 1.33, 72.38, 0.51, 8.28, 0.0, 0.0, 2),\n",
       " (117, 1.51829, 13.24, 3.9, 1.41, 72.33, 0.55, 8.31, 0.0, 0.1, 2),\n",
       " (118, 1.51708, 13.72, 3.68, 1.81, 72.06, 0.64, 7.88, 0.0, 0.0, 2),\n",
       " (119, 1.51673, 13.3, 3.64, 1.53, 72.53, 0.65, 8.03, 0.0, 0.29, 2),\n",
       " (120, 1.51652, 13.56, 3.57, 1.47, 72.45, 0.64, 7.96, 0.0, 0.0, 2),\n",
       " (121, 1.51844, 13.25, 3.76, 1.32, 72.4, 0.58, 8.42, 0.0, 0.0, 2),\n",
       " (122, 1.51663, 12.93, 3.54, 1.62, 72.96, 0.64, 8.03, 0.0, 0.21, 2),\n",
       " (123, 1.51687, 13.23, 3.54, 1.48, 72.84, 0.56, 8.1, 0.0, 0.0, 2),\n",
       " (124, 1.51707, 13.48, 3.48, 1.71, 72.52, 0.62, 7.99, 0.0, 0.0, 2),\n",
       " (125, 1.52177, 13.2, 3.68, 1.15, 72.75, 0.54, 8.52, 0.0, 0.0, 2),\n",
       " (126, 1.51872, 12.93, 3.66, 1.56, 72.51, 0.58, 8.55, 0.0, 0.12, 2),\n",
       " (127, 1.51667, 12.94, 3.61, 1.26, 72.75, 0.56, 8.6, 0.0, 0.0, 2),\n",
       " (128, 1.52081, 13.78, 2.28, 1.43, 71.99, 0.49, 9.85, 0.0, 0.17, 2),\n",
       " (129, 1.52068, 13.55, 2.09, 1.67, 72.18, 0.53, 9.57, 0.27, 0.17, 2),\n",
       " (130, 1.5202, 13.98, 1.35, 1.63, 71.76, 0.39, 10.56, 0.0, 0.18, 2),\n",
       " (131, 1.52177, 13.75, 1.01, 1.36, 72.19, 0.33, 11.14, 0.0, 0.0, 2),\n",
       " (132, 1.52614, 13.7, 0.0, 1.36, 71.24, 0.19, 13.44, 0.0, 0.1, 2),\n",
       " (133, 1.51813, 13.43, 3.98, 1.18, 72.49, 0.58, 8.15, 0.0, 0.0, 2),\n",
       " (134, 1.518, 13.71, 3.93, 1.54, 71.81, 0.54, 8.21, 0.0, 0.15, 2),\n",
       " (135, 1.51811, 13.33, 3.85, 1.25, 72.78, 0.52, 8.12, 0.0, 0.0, 2),\n",
       " (136, 1.51789, 13.19, 3.9, 1.3, 72.33, 0.55, 8.44, 0.0, 0.28, 2),\n",
       " (137, 1.51806, 13.0, 3.8, 1.08, 73.07, 0.56, 8.38, 0.0, 0.12, 2),\n",
       " (138, 1.51711, 12.89, 3.62, 1.57, 72.96, 0.61, 8.11, 0.0, 0.0, 2),\n",
       " (139, 1.51674, 12.79, 3.52, 1.54, 73.36, 0.66, 7.9, 0.0, 0.0, 2),\n",
       " (140, 1.51674, 12.87, 3.56, 1.64, 73.14, 0.65, 7.99, 0.0, 0.0, 2),\n",
       " (141, 1.5169, 13.33, 3.54, 1.61, 72.54, 0.68, 8.11, 0.0, 0.0, 2),\n",
       " (142, 1.51851, 13.2, 3.63, 1.07, 72.83, 0.57, 8.41, 0.09, 0.17, 2),\n",
       " (143, 1.51662, 12.85, 3.51, 1.44, 73.01, 0.68, 8.23, 0.06, 0.25, 2),\n",
       " (144, 1.51709, 13.0, 3.47, 1.79, 72.72, 0.66, 8.18, 0.0, 0.0, 2),\n",
       " (145, 1.5166, 12.99, 3.18, 1.23, 72.97, 0.58, 8.81, 0.0, 0.24, 2),\n",
       " (146, 1.51839, 12.85, 3.67, 1.24, 72.57, 0.62, 8.68, 0.0, 0.35, 2),\n",
       " (147, 1.51769, 13.65, 3.66, 1.11, 72.77, 0.11, 8.6, 0.0, 0.0, 3),\n",
       " (148, 1.5161, 13.33, 3.53, 1.34, 72.67, 0.56, 8.33, 0.0, 0.0, 3),\n",
       " (149, 1.5167, 13.24, 3.57, 1.38, 72.7, 0.56, 8.44, 0.0, 0.1, 3),\n",
       " (150, 1.51643, 12.16, 3.52, 1.35, 72.89, 0.57, 8.53, 0.0, 0.0, 3),\n",
       " (151, 1.51665, 13.14, 3.45, 1.76, 72.48, 0.6, 8.38, 0.0, 0.17, 3),\n",
       " (152, 1.52127, 14.32, 3.9, 0.83, 71.5, 0.0, 9.49, 0.0, 0.0, 3),\n",
       " (153, 1.51779, 13.64, 3.65, 0.65, 73.0, 0.06, 8.93, 0.0, 0.0, 3),\n",
       " (154, 1.5161, 13.42, 3.4, 1.22, 72.69, 0.59, 8.32, 0.0, 0.0, 3),\n",
       " (155, 1.51694, 12.86, 3.58, 1.31, 72.61, 0.61, 8.79, 0.0, 0.0, 3),\n",
       " (156, 1.51646, 13.04, 3.4, 1.26, 73.01, 0.52, 8.58, 0.0, 0.0, 3),\n",
       " (157, 1.51655, 13.41, 3.39, 1.28, 72.64, 0.52, 8.65, 0.0, 0.0, 3),\n",
       " (158, 1.52121, 14.03, 3.76, 0.58, 71.79, 0.11, 9.65, 0.0, 0.0, 3),\n",
       " (159, 1.51776, 13.53, 3.41, 1.52, 72.04, 0.58, 8.79, 0.0, 0.0, 3),\n",
       " (160, 1.51796, 13.5, 3.36, 1.63, 71.94, 0.57, 8.81, 0.0, 0.09, 3),\n",
       " (161, 1.51832, 13.33, 3.34, 1.54, 72.14, 0.56, 8.99, 0.0, 0.0, 3),\n",
       " (162, 1.51934, 13.64, 3.54, 0.75, 72.65, 0.16, 8.89, 0.15, 0.24, 3),\n",
       " (163, 1.52211, 14.19, 3.78, 0.91, 71.36, 0.23, 9.14, 0.0, 0.37, 3),\n",
       " (164, 1.51514, 14.01, 2.68, 3.5, 69.89, 1.68, 5.87, 2.2, 0.0, 5),\n",
       " (165, 1.51915, 12.73, 1.85, 1.86, 72.69, 0.6, 10.09, 0.0, 0.0, 5),\n",
       " (166, 1.52171, 11.56, 1.88, 1.56, 72.86, 0.47, 11.41, 0.0, 0.0, 5),\n",
       " (167, 1.52151, 11.03, 1.71, 1.56, 73.44, 0.58, 11.62, 0.0, 0.0, 5),\n",
       " (168, 1.51969, 12.64, 0.0, 1.65, 73.75, 0.38, 11.53, 0.0, 0.0, 5),\n",
       " (169, 1.51666, 12.86, 0.0, 1.83, 73.88, 0.97, 10.17, 0.0, 0.0, 5),\n",
       " (170, 1.51994, 13.27, 0.0, 1.76, 73.03, 0.47, 11.32, 0.0, 0.0, 5),\n",
       " (171, 1.52369, 13.44, 0.0, 1.58, 72.22, 0.32, 12.24, 0.0, 0.0, 5),\n",
       " (172, 1.51316, 13.02, 0.0, 3.04, 70.48, 6.21, 6.96, 0.0, 0.0, 5),\n",
       " (173, 1.51321, 13.0, 0.0, 3.02, 70.7, 6.21, 6.93, 0.0, 0.0, 5),\n",
       " (174, 1.52043, 13.38, 0.0, 1.4, 72.25, 0.33, 12.5, 0.0, 0.0, 5),\n",
       " (175, 1.52058, 12.85, 1.61, 2.17, 72.18, 0.76, 9.7, 0.24, 0.51, 5),\n",
       " (176, 1.52119, 12.97, 0.33, 1.51, 73.39, 0.13, 11.27, 0.0, 0.28, 5),\n",
       " (177, 1.51905, 14.0, 2.39, 1.56, 72.37, 0.0, 9.57, 0.0, 0.0, 6),\n",
       " (178, 1.51937, 13.79, 2.41, 1.19, 72.76, 0.0, 9.77, 0.0, 0.0, 6),\n",
       " (179, 1.51829, 14.46, 2.24, 1.62, 72.38, 0.0, 9.26, 0.0, 0.0, 6),\n",
       " (180, 1.51852, 14.09, 2.19, 1.66, 72.67, 0.0, 9.32, 0.0, 0.0, 6),\n",
       " (181, 1.51299, 14.4, 1.74, 1.54, 74.55, 0.0, 7.59, 0.0, 0.0, 6),\n",
       " (182, 1.51888, 14.99, 0.78, 1.74, 72.5, 0.0, 9.95, 0.0, 0.0, 6),\n",
       " (183, 1.51916, 14.15, 0.0, 2.09, 72.74, 0.0, 10.88, 0.0, 0.0, 6),\n",
       " (184, 1.51969, 14.56, 0.0, 0.56, 73.48, 0.0, 11.22, 0.0, 0.0, 6),\n",
       " (185, 1.51115, 17.38, 0.0, 0.34, 75.41, 0.0, 6.65, 0.0, 0.0, 6),\n",
       " (186, 1.51131, 13.69, 3.2, 1.81, 72.81, 1.76, 5.43, 1.19, 0.0, 7),\n",
       " (187, 1.51838, 14.32, 3.26, 2.22, 71.25, 1.46, 5.79, 1.63, 0.0, 7),\n",
       " (188, 1.52315, 13.44, 3.34, 1.23, 72.38, 0.6, 8.83, 0.0, 0.0, 7),\n",
       " (189, 1.52247, 14.86, 2.2, 2.06, 70.26, 0.76, 9.76, 0.0, 0.0, 7),\n",
       " (190, 1.52365, 15.79, 1.83, 1.31, 70.43, 0.31, 8.61, 1.68, 0.0, 7),\n",
       " (191, 1.51613, 13.88, 1.78, 1.79, 73.1, 0.0, 8.67, 0.76, 0.0, 7),\n",
       " (192, 1.51602, 14.85, 0.0, 2.38, 73.28, 0.0, 8.76, 0.64, 0.09, 7),\n",
       " (193, 1.51623, 14.2, 0.0, 2.79, 73.46, 0.04, 9.04, 0.4, 0.09, 7),\n",
       " (194, 1.51719, 14.75, 0.0, 2.0, 73.02, 0.0, 8.53, 1.59, 0.08, 7),\n",
       " (195, 1.51683, 14.56, 0.0, 1.98, 73.29, 0.0, 8.52, 1.57, 0.07, 7),\n",
       " (196, 1.51545, 14.14, 0.0, 2.68, 73.39, 0.08, 9.07, 0.61, 0.05, 7),\n",
       " (197, 1.51556, 13.87, 0.0, 2.54, 73.23, 0.14, 9.41, 0.81, 0.01, 7),\n",
       " (198, 1.51727, 14.7, 0.0, 2.34, 73.28, 0.0, 8.95, 0.66, 0.0, 7),\n",
       " (199, 1.51531, 14.38, 0.0, 2.66, 73.1, 0.04, 9.08, 0.64, 0.0, 7),\n",
       " (200, 1.51609, 15.01, 0.0, 2.51, 73.05, 0.05, 8.83, 0.53, 0.0, 7),\n",
       " (201, 1.51508, 15.15, 0.0, 2.25, 73.5, 0.0, 8.34, 0.63, 0.0, 7),\n",
       " (202, 1.51653, 11.95, 0.0, 1.19, 75.18, 2.7, 8.93, 0.0, 0.0, 7),\n",
       " (203, 1.51514, 14.85, 0.0, 2.42, 73.72, 0.0, 8.39, 0.56, 0.0, 7),\n",
       " (204, 1.51658, 14.8, 0.0, 1.99, 73.11, 0.0, 8.28, 1.71, 0.0, 7),\n",
       " (205, 1.51617, 14.95, 0.0, 2.27, 73.3, 0.0, 8.71, 0.67, 0.0, 7),\n",
       " (206, 1.51732, 14.95, 0.0, 1.8, 72.99, 0.0, 8.61, 1.55, 0.0, 7),\n",
       " (207, 1.51645, 14.94, 0.0, 1.87, 73.11, 0.0, 8.67, 1.38, 0.0, 7),\n",
       " (208, 1.51831, 14.39, 0.0, 1.82, 72.86, 1.41, 6.47, 2.88, 0.0, 7),\n",
       " (209, 1.5164, 14.37, 0.0, 2.74, 72.85, 0.0, 9.45, 0.54, 0.0, 7),\n",
       " (210, 1.51623, 14.14, 0.0, 2.88, 72.61, 0.08, 9.18, 1.06, 0.0, 7),\n",
       " (211, 1.51685, 14.92, 0.0, 1.99, 73.06, 0.0, 8.4, 1.59, 0.0, 7),\n",
       " (212, 1.52065, 14.36, 0.0, 2.02, 73.42, 0.0, 8.44, 1.64, 0.0, 7),\n",
       " (213, 1.51651, 14.38, 0.0, 1.94, 73.61, 0.0, 8.48, 1.57, 0.0, 7),\n",
       " (214, 1.51711, 14.23, 0.0, 2.08, 73.36, 0.0, 8.62, 1.67, 0.0, 7)]"
      ]
     },
     "execution_count": 23,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 24,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select * from testineuron.glassdata where col1 = 6  \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 25,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(6, 1.51596, 12.79, 3.61, 1.62, 72.97, 0.64, 8.07, 0.0, 0.26, 1)]"
      ]
     },
     "execution_count": 25,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select count(col1) ,col2   from testineuron.glassdata group by col1  \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 27,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(2, 1.52101),\n",
       " (1, 1.51761),\n",
       " (1, 1.51618),\n",
       " (1, 1.51742),\n",
       " (1, 1.51596),\n",
       " (1, 1.51743),\n",
       " (1, 1.51756),\n",
       " (1, 1.51918),\n",
       " (1, 1.51755),\n",
       " (1, 1.51571),\n",
       " (1, 1.51763),\n",
       " (1, 1.51589),\n",
       " (1, 1.51748),\n",
       " (1, 1.51763),\n",
       " (1, 1.51761),\n",
       " (1, 1.51784),\n",
       " (1, 1.52196),\n",
       " (1, 1.51911),\n",
       " (1, 1.51735),\n",
       " (1, 1.5175),\n",
       " (1, 1.51966),\n",
       " (1, 1.51736),\n",
       " (1, 1.51751),\n",
       " (1, 1.5172),\n",
       " (1, 1.51764),\n",
       " (1, 1.51793),\n",
       " (1, 1.51721),\n",
       " (1, 1.51768),\n",
       " (1, 1.51784),\n",
       " (1, 1.51768),\n",
       " (1, 1.51747),\n",
       " (1, 1.51775),\n",
       " (1, 1.51753),\n",
       " (1, 1.51783),\n",
       " (1, 1.51567),\n",
       " (1, 1.51909),\n",
       " (1, 1.51797),\n",
       " (1, 1.52213),\n",
       " (1, 1.52213),\n",
       " (1, 1.51793),\n",
       " (1, 1.51755),\n",
       " (1, 1.51779),\n",
       " (1, 1.5221),\n",
       " (1, 1.51786),\n",
       " (1, 1.519),\n",
       " (1, 1.51869),\n",
       " (1, 1.52667),\n",
       " (1, 1.52223),\n",
       " (1, 1.51898),\n",
       " (1, 1.5232),\n",
       " (1, 1.51926),\n",
       " (1, 1.51808),\n",
       " (1, 1.51837),\n",
       " (1, 1.51778),\n",
       " (1, 1.51769),\n",
       " (1, 1.51215),\n",
       " (1, 1.51824),\n",
       " (1, 1.51754),\n",
       " (1, 1.51754),\n",
       " (1, 1.51905),\n",
       " (1, 1.51977),\n",
       " (1, 1.52172),\n",
       " (1, 1.52227),\n",
       " (1, 1.52172),\n",
       " (1, 1.52099),\n",
       " (1, 1.52152),\n",
       " (1, 1.52152),\n",
       " (1, 1.52152),\n",
       " (1, 1.523),\n",
       " (1, 1.51574),\n",
       " (1, 1.51848),\n",
       " (1, 1.51593),\n",
       " (1, 1.51631),\n",
       " (1, 1.51596),\n",
       " (1, 1.5159),\n",
       " (1, 1.51645),\n",
       " (1, 1.51627),\n",
       " (1, 1.51613),\n",
       " (1, 1.5159),\n",
       " (1, 1.51592),\n",
       " (1, 1.51593),\n",
       " (1, 1.51646),\n",
       " (1, 1.51594),\n",
       " (1, 1.51409),\n",
       " (1, 1.51625),\n",
       " (1, 1.51569),\n",
       " (1, 1.51645),\n",
       " (1, 1.51618),\n",
       " (1, 1.5164),\n",
       " (1, 1.51841),\n",
       " (1, 1.51605),\n",
       " (1, 1.51588),\n",
       " (1, 1.5159),\n",
       " (1, 1.51629),\n",
       " (1, 1.5186),\n",
       " (1, 1.51841),\n",
       " (1, 1.51743),\n",
       " (1, 1.51689),\n",
       " (1, 1.51811),\n",
       " (1, 1.51655),\n",
       " (1, 1.5173),\n",
       " (1, 1.5182),\n",
       " (1, 1.52725),\n",
       " (1, 1.5241),\n",
       " (1, 1.52475),\n",
       " (1, 1.53125),\n",
       " (1, 1.53393),\n",
       " (1, 1.52222),\n",
       " (1, 1.51818),\n",
       " (1, 1.52664),\n",
       " (1, 1.52739),\n",
       " (1, 1.52777),\n",
       " (1, 1.51892),\n",
       " (1, 1.51847),\n",
       " (1, 1.51846),\n",
       " (1, 1.51829),\n",
       " (1, 1.51708),\n",
       " (1, 1.51673),\n",
       " (1, 1.51652),\n",
       " (1, 1.51844),\n",
       " (1, 1.51663),\n",
       " (1, 1.51687),\n",
       " (1, 1.51707),\n",
       " (1, 1.52177),\n",
       " (1, 1.51872),\n",
       " (1, 1.51667),\n",
       " (1, 1.52081),\n",
       " (1, 1.52068),\n",
       " (1, 1.5202),\n",
       " (1, 1.52177),\n",
       " (1, 1.52614),\n",
       " (1, 1.51813),\n",
       " (1, 1.518),\n",
       " (1, 1.51811),\n",
       " (1, 1.51789),\n",
       " (1, 1.51806),\n",
       " (1, 1.51711),\n",
       " (1, 1.51674),\n",
       " (1, 1.51674),\n",
       " (1, 1.5169),\n",
       " (1, 1.51851),\n",
       " (1, 1.51662),\n",
       " (1, 1.51709),\n",
       " (1, 1.5166),\n",
       " (1, 1.51839),\n",
       " (1, 1.51769),\n",
       " (1, 1.5161),\n",
       " (1, 1.5167),\n",
       " (1, 1.51643),\n",
       " (1, 1.51665),\n",
       " (1, 1.52127),\n",
       " (1, 1.51779),\n",
       " (1, 1.5161),\n",
       " (1, 1.51694),\n",
       " (1, 1.51646),\n",
       " (1, 1.51655),\n",
       " (1, 1.52121),\n",
       " (1, 1.51776),\n",
       " (1, 1.51796),\n",
       " (1, 1.51832),\n",
       " (1, 1.51934),\n",
       " (1, 1.52211),\n",
       " (1, 1.51514),\n",
       " (1, 1.51915),\n",
       " (1, 1.52171),\n",
       " (1, 1.52151),\n",
       " (1, 1.51969),\n",
       " (1, 1.51666),\n",
       " (1, 1.51994),\n",
       " (1, 1.52369),\n",
       " (1, 1.51316),\n",
       " (1, 1.51321),\n",
       " (1, 1.52043),\n",
       " (1, 1.52058),\n",
       " (1, 1.52119),\n",
       " (1, 1.51905),\n",
       " (1, 1.51937),\n",
       " (1, 1.51829),\n",
       " (1, 1.51852),\n",
       " (1, 1.51299),\n",
       " (1, 1.51888),\n",
       " (1, 1.51916),\n",
       " (1, 1.51969),\n",
       " (1, 1.51115),\n",
       " (1, 1.51131),\n",
       " (1, 1.51838),\n",
       " (1, 1.52315),\n",
       " (1, 1.52247),\n",
       " (1, 1.52365),\n",
       " (1, 1.51613),\n",
       " (1, 1.51602),\n",
       " (1, 1.51623),\n",
       " (1, 1.51719),\n",
       " (1, 1.51683),\n",
       " (1, 1.51545),\n",
       " (1, 1.51556),\n",
       " (1, 1.51727),\n",
       " (1, 1.51531),\n",
       " (1, 1.51609),\n",
       " (1, 1.51508),\n",
       " (1, 1.51653),\n",
       " (1, 1.51514),\n",
       " (1, 1.51658),\n",
       " (1, 1.51617),\n",
       " (1, 1.51732),\n",
       " (1, 1.51645),\n",
       " (1, 1.51831),\n",
       " (1, 1.5164),\n",
       " (1, 1.51623),\n",
       " (1, 1.51685),\n",
       " (1, 1.52065),\n",
       " (1, 1.51651),\n",
       " (1, 1.51711)]"
      ]
     },
     "execution_count": 27,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 28,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select col1 , count(*)  from testineuron.glassdata group by col1 order by col1\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 29,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       " (212, 1),\n",
       " (213, 1),\n",
       " (214, 1)]"
      ]
     },
     "execution_count": 29,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 30,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select * from  testineuron.glassdata where col1 = 26 \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(26, 1.51764, 12.98, 3.54, 1.21, 73.0, 0.65, 8.53, 0.0, 0.0, 1)]"
      ]
     },
     "execution_count": 31,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select * from  testineuron.ineuron \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 33,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(423423, 'sudh', 'kumar', 2344323, 'FSDS'),\n",
       " (564576, 'suhghfdh', 'kumar', 2344323, 'FSDS')]"
      ]
     },
     "execution_count": 33,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select count(*)  ,studentid from testineuron.ineuron group by studentid\" )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(1, 423423), (1, 564576)]"
      ]
     },
     "execution_count": 35,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select count(*)  ,studentid from testineuron.ineuron where studentid = '564576'  \" )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(1, 564576)]"
      ]
     },
     "execution_count": 37,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"drop table testineuron.ineuron\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 66,
   "metadata": {},
   "outputs": [],
   "source": [
    "mydb.commit()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 67,
   "metadata": {},
   "outputs": [
    {
     "ename": "ProgrammingError",
     "evalue": "1146 (42S02): Table 'testsudhineuron.ineuron' doesn't exist",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mProgrammingError\u001b[0m                          Traceback (most recent call last)",
      "\u001b[1;32m<ipython-input-67-18e3c2b50f71>\u001b[0m in \u001b[0;36m<module>\u001b[1;34m\u001b[0m\n\u001b[1;32m----> 1\u001b[1;33m \u001b[0mcursor\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mexecute\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m\"select count(*)  ,studentid from testsudhineuron.ineuron where studentid = '564576'  \"\u001b[0m \u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m",
      "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\mysql\\connector\\cursor.py\u001b[0m in \u001b[0;36mexecute\u001b[1;34m(self, operation, params, multi)\u001b[0m\n\u001b[0;32m    566\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    567\u001b[0m         \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 568\u001b[1;33m             \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_handle_result\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_connection\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mcmd_query\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mstmt\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    569\u001b[0m         \u001b[1;32mexcept\u001b[0m \u001b[0merrors\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mInterfaceError\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    570\u001b[0m             \u001b[1;32mif\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_connection\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_have_next_result\u001b[0m\u001b[1;33m:\u001b[0m  \u001b[1;31m# pylint: disable=W0212\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\mysql\\connector\\connection.py\u001b[0m in \u001b[0;36mcmd_query\u001b[1;34m(self, query, raw, buffered, raw_as_string)\u001b[0m\n\u001b[0;32m    684\u001b[0m             \u001b[0mquery\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mquery\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mencode\u001b[0m\u001b[1;33m(\u001b[0m\u001b[1;34m'utf-8'\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    685\u001b[0m         \u001b[1;32mtry\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 686\u001b[1;33m             \u001b[0mresult\u001b[0m \u001b[1;33m=\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_handle_result\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_send_cmd\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mServerCmd\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mQUERY\u001b[0m\u001b[1;33m,\u001b[0m \u001b[0mquery\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    687\u001b[0m         \u001b[1;32mexcept\u001b[0m \u001b[0merrors\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mProgrammingError\u001b[0m \u001b[1;32mas\u001b[0m \u001b[0merr\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    688\u001b[0m             \u001b[1;32mif\u001b[0m \u001b[0merr\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0merrno\u001b[0m \u001b[1;33m==\u001b[0m \u001b[1;36m3948\u001b[0m \u001b[1;32mand\u001b[0m\u001b[0;31m \u001b[0m\u001b[0;31m\\\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;32mC:\\ProgramData\\Anaconda3\\lib\\site-packages\\mysql\\connector\\connection.py\u001b[0m in \u001b[0;36m_handle_result\u001b[1;34m(self, packet)\u001b[0m\n\u001b[0;32m    571\u001b[0m             \u001b[1;32mreturn\u001b[0m \u001b[0mself\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0m_handle_eof\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mpacket\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    572\u001b[0m         \u001b[1;32melif\u001b[0m \u001b[0mpacket\u001b[0m\u001b[1;33m[\u001b[0m\u001b[1;36m4\u001b[0m\u001b[1;33m]\u001b[0m \u001b[1;33m==\u001b[0m \u001b[1;36m255\u001b[0m\u001b[1;33m:\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[1;32m--> 573\u001b[1;33m             \u001b[1;32mraise\u001b[0m \u001b[0merrors\u001b[0m\u001b[1;33m.\u001b[0m\u001b[0mget_exception\u001b[0m\u001b[1;33m(\u001b[0m\u001b[0mpacket\u001b[0m\u001b[1;33m)\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0m\u001b[0;32m    574\u001b[0m \u001b[1;33m\u001b[0m\u001b[0m\n\u001b[0;32m    575\u001b[0m         \u001b[1;31m# We have a text result set\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[1;33m\u001b[0m\u001b[0m\n",
      "\u001b[1;31mProgrammingError\u001b[0m: 1146 (42S02): Table 'testsudhineuron.ineuron' doesn't exist"
     ]
    }
   ],
   "source": [
    "cursor.execute(\"select count(*)  ,studentid from testineuron.ineuron where studentid = '564576'  \" )"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select * from  testineuron.glassdata\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(1, 1.52101, 13.64, 4.49, 1.1, 71.78, 0.06, 8.75, 0.0, 0.0, 1),\n",
       " (1, 1.52101, 13.64, 4.49, 1.1, 71.78, 0.06, 8.75, 0.0, 0.0, 1),\n",
       " (2, 1.51761, 13.89, 3.6, 1.36, 72.73, 0.48, 7.83, 0.0, 0.0, 1),\n",
       " (3, 1.51618, 13.53, 3.55, 1.54, 72.99, 0.39, 7.78, 0.0, 0.0, 1),\n",
       " (5, 1.51742, 13.27, 3.62, 1.24, 73.08, 0.55, 8.07, 0.0, 0.0, 1),\n",
       " (6, 1.51596, 12.79, 3.61, 1.62, 72.97, 0.64, 8.07, 0.0, 0.26, 1),\n",
       " (7, 1.51743, 13.3, 3.6, 1.14, 73.09, 0.58, 8.17, 0.0, 0.0, 1),\n",
       " (8, 1.51756, 13.15, 3.61, 1.05, 73.24, 0.57, 8.24, 0.0, 0.0, 1),\n",
       " (9, 1.51918, 14.04, 3.58, 1.37, 72.08, 0.56, 8.3, 0.0, 0.0, 1),\n",
       " (10, 1.51755, 13.0, 3.6, 1.36, 72.99, 0.57, 8.4, 0.0, 0.11, 1),\n",
       " (11, 1.51571, 12.72, 3.46, 1.56, 73.2, 0.67, 8.09, 0.0, 0.24, 1),\n",
       " (12, 1.51763, 12.8, 3.66, 1.27, 73.01, 0.6, 8.56, 0.0, 0.0, 1),\n",
       " (13, 1.51589, 12.88, 3.43, 1.4, 73.28, 0.69, 8.05, 0.0, 0.24, 1),\n",
       " (14, 1.51748, 12.86, 3.56, 1.27, 73.21, 0.54, 8.38, 0.0, 0.17, 1),\n",
       " (15, 1.51763, 12.61, 3.59, 1.31, 73.29, 0.58, 8.5, 0.0, 0.0, 1),\n",
       " (16, 1.51761, 12.81, 3.54, 1.23, 73.24, 0.58, 8.39, 0.0, 0.0, 1),\n",
       " (17, 1.51784, 12.68, 3.67, 1.16, 73.11, 0.61, 8.7, 0.0, 0.0, 1),\n",
       " (18, 1.52196, 14.36, 3.85, 0.89, 71.36, 0.15, 9.15, 0.0, 0.0, 1),\n",
       " (19, 1.51911, 13.9, 3.73, 1.18, 72.12, 0.06, 8.89, 0.0, 0.0, 1),\n",
       " (20, 1.51735, 13.02, 3.54, 1.69, 72.73, 0.54, 8.44, 0.0, 0.07, 1),\n",
       " (21, 1.5175, 12.82, 3.55, 1.49, 72.75, 0.54, 8.52, 0.0, 0.19, 1),\n",
       " (22, 1.51966, 14.77, 3.75, 0.29, 72.02, 0.03, 9.0, 0.0, 0.0, 1),\n",
       " (23, 1.51736, 12.78, 3.62, 1.29, 72.79, 0.59, 8.7, 0.0, 0.0, 1),\n",
       " (24, 1.51751, 12.81, 3.57, 1.35, 73.02, 0.62, 8.59, 0.0, 0.0, 1),\n",
       " (25, 1.5172, 13.38, 3.5, 1.15, 72.85, 0.5, 8.43, 0.0, 0.0, 1),\n",
       " (26, 1.51764, 12.98, 3.54, 1.21, 73.0, 0.65, 8.53, 0.0, 0.0, 1),\n",
       " (27, 1.51793, 13.21, 3.48, 1.41, 72.64, 0.59, 8.43, 0.0, 0.0, 1),\n",
       " (28, 1.51721, 12.87, 3.48, 1.33, 73.04, 0.56, 8.43, 0.0, 0.0, 1),\n",
       " (29, 1.51768, 12.56, 3.52, 1.43, 73.15, 0.57, 8.54, 0.0, 0.0, 1),\n",
       " (30, 1.51784, 13.08, 3.49, 1.28, 72.86, 0.6, 8.49, 0.0, 0.0, 1),\n",
       " (31, 1.51768, 12.65, 3.56, 1.3, 73.08, 0.61, 8.69, 0.0, 0.14, 1),\n",
       " (32, 1.51747, 12.84, 3.5, 1.14, 73.27, 0.56, 8.55, 0.0, 0.0, 1),\n",
       " (33, 1.51775, 12.85, 3.48, 1.23, 72.97, 0.61, 8.56, 0.09, 0.22, 1),\n",
       " (34, 1.51753, 12.57, 3.47, 1.38, 73.39, 0.6, 8.55, 0.0, 0.06, 1),\n",
       " (35, 1.51783, 12.69, 3.54, 1.34, 72.95, 0.57, 8.75, 0.0, 0.0, 1),\n",
       " (36, 1.51567, 13.29, 3.45, 1.21, 72.74, 0.56, 8.57, 0.0, 0.0, 1),\n",
       " (37, 1.51909, 13.89, 3.53, 1.32, 71.81, 0.51, 8.78, 0.11, 0.0, 1),\n",
       " (38, 1.51797, 12.74, 3.48, 1.35, 72.96, 0.64, 8.68, 0.0, 0.0, 1),\n",
       " (39, 1.52213, 14.21, 3.82, 0.47, 71.77, 0.11, 9.57, 0.0, 0.0, 1),\n",
       " (40, 1.52213, 14.21, 3.82, 0.47, 71.77, 0.11, 9.57, 0.0, 0.0, 1),\n",
       " (41, 1.51793, 12.79, 3.5, 1.12, 73.03, 0.64, 8.77, 0.0, 0.0, 1),\n",
       " (42, 1.51755, 12.71, 3.42, 1.2, 73.2, 0.59, 8.64, 0.0, 0.0, 1),\n",
       " (43, 1.51779, 13.21, 3.39, 1.33, 72.76, 0.59, 8.59, 0.0, 0.0, 1),\n",
       " (44, 1.5221, 13.73, 3.84, 0.72, 71.76, 0.17, 9.74, 0.0, 0.0, 1),\n",
       " (45, 1.51786, 12.73, 3.43, 1.19, 72.95, 0.62, 8.76, 0.0, 0.3, 1),\n",
       " (46, 1.519, 13.49, 3.48, 1.35, 71.95, 0.55, 9.0, 0.0, 0.0, 1),\n",
       " (47, 1.51869, 13.19, 3.37, 1.18, 72.72, 0.57, 8.83, 0.0, 0.16, 1),\n",
       " (48, 1.52667, 13.99, 3.7, 0.71, 71.57, 0.02, 9.82, 0.0, 0.1, 1),\n",
       " (49, 1.52223, 13.21, 3.77, 0.79, 71.99, 0.13, 10.02, 0.0, 0.0, 1),\n",
       " (50, 1.51898, 13.58, 3.35, 1.23, 72.08, 0.59, 8.91, 0.0, 0.0, 1),\n",
       " (51, 1.5232, 13.72, 3.72, 0.51, 71.75, 0.09, 10.06, 0.0, 0.16, 1),\n",
       " (52, 1.51926, 13.2, 3.33, 1.28, 72.36, 0.6, 9.14, 0.0, 0.11, 1),\n",
       " (53, 1.51808, 13.43, 2.87, 1.19, 72.84, 0.55, 9.03, 0.0, 0.0, 1),\n",
       " (54, 1.51837, 13.14, 2.84, 1.28, 72.85, 0.55, 9.07, 0.0, 0.0, 1),\n",
       " (55, 1.51778, 13.21, 2.81, 1.29, 72.98, 0.51, 9.02, 0.0, 0.09, 1),\n",
       " (56, 1.51769, 12.45, 2.71, 1.29, 73.7, 0.56, 9.06, 0.0, 0.24, 1),\n",
       " (57, 1.51215, 12.99, 3.47, 1.12, 72.98, 0.62, 8.35, 0.0, 0.31, 1),\n",
       " (58, 1.51824, 12.87, 3.48, 1.29, 72.95, 0.6, 8.43, 0.0, 0.0, 1),\n",
       " (59, 1.51754, 13.48, 3.74, 1.17, 72.99, 0.59, 8.03, 0.0, 0.0, 1),\n",
       " (60, 1.51754, 13.39, 3.66, 1.19, 72.79, 0.57, 8.27, 0.0, 0.11, 1),\n",
       " (61, 1.51905, 13.6, 3.62, 1.11, 72.64, 0.14, 8.76, 0.0, 0.0, 1),\n",
       " (62, 1.51977, 13.81, 3.58, 1.32, 71.72, 0.12, 8.67, 0.69, 0.0, 1),\n",
       " (63, 1.52172, 13.51, 3.86, 0.88, 71.79, 0.23, 9.54, 0.0, 0.11, 1),\n",
       " (64, 1.52227, 14.17, 3.81, 0.78, 71.35, 0.0, 9.69, 0.0, 0.0, 1),\n",
       " (65, 1.52172, 13.48, 3.74, 0.9, 72.01, 0.18, 9.61, 0.0, 0.07, 1),\n",
       " (66, 1.52099, 13.69, 3.59, 1.12, 71.96, 0.09, 9.4, 0.0, 0.0, 1),\n",
       " (67, 1.52152, 13.05, 3.65, 0.87, 72.22, 0.19, 9.85, 0.0, 0.17, 1),\n",
       " (68, 1.52152, 13.05, 3.65, 0.87, 72.32, 0.19, 9.85, 0.0, 0.17, 1),\n",
       " (69, 1.52152, 13.12, 3.58, 0.9, 72.2, 0.23, 9.82, 0.0, 0.16, 1),\n",
       " (70, 1.523, 13.31, 3.58, 0.82, 71.99, 0.12, 10.17, 0.0, 0.03, 1),\n",
       " (71, 1.51574, 14.86, 3.67, 1.74, 71.87, 0.16, 7.36, 0.0, 0.12, 2),\n",
       " (72, 1.51848, 13.64, 3.87, 1.27, 71.96, 0.54, 8.32, 0.0, 0.32, 2),\n",
       " (73, 1.51593, 13.09, 3.59, 1.52, 73.1, 0.67, 7.83, 0.0, 0.0, 2),\n",
       " (74, 1.51631, 13.34, 3.57, 1.57, 72.87, 0.61, 7.89, 0.0, 0.0, 2),\n",
       " (75, 1.51596, 13.02, 3.56, 1.54, 73.11, 0.72, 7.9, 0.0, 0.0, 2),\n",
       " (76, 1.5159, 13.02, 3.58, 1.51, 73.12, 0.69, 7.96, 0.0, 0.0, 2),\n",
       " (77, 1.51645, 13.44, 3.61, 1.54, 72.39, 0.66, 8.03, 0.0, 0.0, 2),\n",
       " (78, 1.51627, 13.0, 3.58, 1.54, 72.83, 0.61, 8.04, 0.0, 0.0, 2),\n",
       " (79, 1.51613, 13.92, 3.52, 1.25, 72.88, 0.37, 7.94, 0.0, 0.14, 2),\n",
       " (80, 1.5159, 12.82, 3.52, 1.9, 72.86, 0.69, 7.97, 0.0, 0.0, 2),\n",
       " (81, 1.51592, 12.86, 3.52, 2.12, 72.66, 0.69, 7.97, 0.0, 0.0, 2),\n",
       " (82, 1.51593, 13.25, 3.45, 1.43, 73.17, 0.61, 7.86, 0.0, 0.0, 2),\n",
       " (83, 1.51646, 13.41, 3.55, 1.25, 72.81, 0.68, 8.1, 0.0, 0.0, 2),\n",
       " (84, 1.51594, 13.09, 3.52, 1.55, 72.87, 0.68, 8.05, 0.0, 0.09, 2),\n",
       " (85, 1.51409, 14.25, 3.09, 2.08, 72.28, 1.1, 7.08, 0.0, 0.0, 2),\n",
       " (86, 1.51625, 13.36, 3.58, 1.49, 72.72, 0.45, 8.21, 0.0, 0.0, 2),\n",
       " (87, 1.51569, 13.24, 3.49, 1.47, 73.25, 0.38, 8.03, 0.0, 0.0, 2),\n",
       " (88, 1.51645, 13.4, 3.49, 1.52, 72.65, 0.67, 8.08, 0.0, 0.1, 2),\n",
       " (89, 1.51618, 13.01, 3.5, 1.48, 72.89, 0.6, 8.12, 0.0, 0.0, 2),\n",
       " (90, 1.5164, 12.55, 3.48, 1.87, 73.23, 0.63, 8.08, 0.0, 0.09, 2),\n",
       " (91, 1.51841, 12.93, 3.74, 1.11, 72.28, 0.64, 8.96, 0.0, 0.22, 2),\n",
       " (92, 1.51605, 12.9, 3.44, 1.45, 73.06, 0.44, 8.27, 0.0, 0.0, 2),\n",
       " (93, 1.51588, 13.12, 3.41, 1.58, 73.26, 0.07, 8.39, 0.0, 0.19, 2),\n",
       " (94, 1.5159, 13.24, 3.34, 1.47, 73.1, 0.39, 8.22, 0.0, 0.0, 2),\n",
       " (95, 1.51629, 12.71, 3.33, 1.49, 73.28, 0.67, 8.24, 0.0, 0.0, 2),\n",
       " (96, 1.5186, 13.36, 3.43, 1.43, 72.26, 0.51, 8.6, 0.0, 0.0, 2),\n",
       " (97, 1.51841, 13.02, 3.62, 1.06, 72.34, 0.64, 9.13, 0.0, 0.15, 2),\n",
       " (98, 1.51743, 12.2, 3.25, 1.16, 73.55, 0.62, 8.9, 0.0, 0.24, 2),\n",
       " (99, 1.51689, 12.67, 2.88, 1.71, 73.21, 0.73, 8.54, 0.0, 0.0, 2),\n",
       " (100, 1.51811, 12.96, 2.96, 1.43, 72.92, 0.6, 8.79, 0.14, 0.0, 2),\n",
       " (101, 1.51655, 12.75, 2.85, 1.44, 73.27, 0.57, 8.79, 0.11, 0.22, 2),\n",
       " (102, 1.5173, 12.35, 2.72, 1.63, 72.87, 0.7, 9.23, 0.0, 0.0, 2),\n",
       " (103, 1.5182, 12.62, 2.76, 0.83, 73.81, 0.35, 9.42, 0.0, 0.2, 2),\n",
       " (104, 1.52725, 13.8, 3.15, 0.66, 70.57, 0.08, 11.64, 0.0, 0.0, 2),\n",
       " (105, 1.5241, 13.83, 2.9, 1.17, 71.15, 0.08, 10.79, 0.0, 0.0, 2),\n",
       " (106, 1.52475, 11.45, 0.0, 1.88, 72.19, 0.81, 13.24, 0.0, 0.34, 2),\n",
       " (107, 1.53125, 10.73, 0.0, 2.1, 69.81, 0.58, 13.3, 3.15, 0.28, 2),\n",
       " (108, 1.53393, 12.3, 0.0, 1.0, 70.16, 0.12, 16.19, 0.0, 0.24, 2),\n",
       " (109, 1.52222, 14.43, 0.0, 1.0, 72.67, 0.1, 11.52, 0.0, 0.08, 2),\n",
       " (110, 1.51818, 13.72, 0.0, 0.56, 74.45, 0.0, 10.99, 0.0, 0.0, 2),\n",
       " (111, 1.52664, 11.23, 0.0, 0.77, 73.21, 0.0, 14.68, 0.0, 0.0, 2),\n",
       " (112, 1.52739, 11.02, 0.0, 0.75, 73.08, 0.0, 14.96, 0.0, 0.0, 2),\n",
       " (113, 1.52777, 12.64, 0.0, 0.67, 72.02, 0.06, 14.4, 0.0, 0.0, 2),\n",
       " (114, 1.51892, 13.46, 3.83, 1.26, 72.55, 0.57, 8.21, 0.0, 0.14, 2),\n",
       " (115, 1.51847, 13.1, 3.97, 1.19, 72.44, 0.6, 8.43, 0.0, 0.0, 2),\n",
       " (116, 1.51846, 13.41, 3.89, 1.33, 72.38, 0.51, 8.28, 0.0, 0.0, 2),\n",
       " (117, 1.51829, 13.24, 3.9, 1.41, 72.33, 0.55, 8.31, 0.0, 0.1, 2),\n",
       " (118, 1.51708, 13.72, 3.68, 1.81, 72.06, 0.64, 7.88, 0.0, 0.0, 2),\n",
       " (119, 1.51673, 13.3, 3.64, 1.53, 72.53, 0.65, 8.03, 0.0, 0.29, 2),\n",
       " (120, 1.51652, 13.56, 3.57, 1.47, 72.45, 0.64, 7.96, 0.0, 0.0, 2),\n",
       " (121, 1.51844, 13.25, 3.76, 1.32, 72.4, 0.58, 8.42, 0.0, 0.0, 2),\n",
       " (122, 1.51663, 12.93, 3.54, 1.62, 72.96, 0.64, 8.03, 0.0, 0.21, 2),\n",
       " (123, 1.51687, 13.23, 3.54, 1.48, 72.84, 0.56, 8.1, 0.0, 0.0, 2),\n",
       " (124, 1.51707, 13.48, 3.48, 1.71, 72.52, 0.62, 7.99, 0.0, 0.0, 2),\n",
       " (125, 1.52177, 13.2, 3.68, 1.15, 72.75, 0.54, 8.52, 0.0, 0.0, 2),\n",
       " (126, 1.51872, 12.93, 3.66, 1.56, 72.51, 0.58, 8.55, 0.0, 0.12, 2),\n",
       " (127, 1.51667, 12.94, 3.61, 1.26, 72.75, 0.56, 8.6, 0.0, 0.0, 2),\n",
       " (128, 1.52081, 13.78, 2.28, 1.43, 71.99, 0.49, 9.85, 0.0, 0.17, 2),\n",
       " (129, 1.52068, 13.55, 2.09, 1.67, 72.18, 0.53, 9.57, 0.27, 0.17, 2),\n",
       " (130, 1.5202, 13.98, 1.35, 1.63, 71.76, 0.39, 10.56, 0.0, 0.18, 2),\n",
       " (131, 1.52177, 13.75, 1.01, 1.36, 72.19, 0.33, 11.14, 0.0, 0.0, 2),\n",
       " (132, 1.52614, 13.7, 0.0, 1.36, 71.24, 0.19, 13.44, 0.0, 0.1, 2),\n",
       " (133, 1.51813, 13.43, 3.98, 1.18, 72.49, 0.58, 8.15, 0.0, 0.0, 2),\n",
       " (134, 1.518, 13.71, 3.93, 1.54, 71.81, 0.54, 8.21, 0.0, 0.15, 2),\n",
       " (135, 1.51811, 13.33, 3.85, 1.25, 72.78, 0.52, 8.12, 0.0, 0.0, 2),\n",
       " (136, 1.51789, 13.19, 3.9, 1.3, 72.33, 0.55, 8.44, 0.0, 0.28, 2),\n",
       " (137, 1.51806, 13.0, 3.8, 1.08, 73.07, 0.56, 8.38, 0.0, 0.12, 2),\n",
       " (138, 1.51711, 12.89, 3.62, 1.57, 72.96, 0.61, 8.11, 0.0, 0.0, 2),\n",
       " (139, 1.51674, 12.79, 3.52, 1.54, 73.36, 0.66, 7.9, 0.0, 0.0, 2),\n",
       " (140, 1.51674, 12.87, 3.56, 1.64, 73.14, 0.65, 7.99, 0.0, 0.0, 2),\n",
       " (141, 1.5169, 13.33, 3.54, 1.61, 72.54, 0.68, 8.11, 0.0, 0.0, 2),\n",
       " (142, 1.51851, 13.2, 3.63, 1.07, 72.83, 0.57, 8.41, 0.09, 0.17, 2),\n",
       " (143, 1.51662, 12.85, 3.51, 1.44, 73.01, 0.68, 8.23, 0.06, 0.25, 2),\n",
       " (144, 1.51709, 13.0, 3.47, 1.79, 72.72, 0.66, 8.18, 0.0, 0.0, 2),\n",
       " (145, 1.5166, 12.99, 3.18, 1.23, 72.97, 0.58, 8.81, 0.0, 0.24, 2),\n",
       " (146, 1.51839, 12.85, 3.67, 1.24, 72.57, 0.62, 8.68, 0.0, 0.35, 2),\n",
       " (147, 1.51769, 13.65, 3.66, 1.11, 72.77, 0.11, 8.6, 0.0, 0.0, 3),\n",
       " (148, 1.5161, 13.33, 3.53, 1.34, 72.67, 0.56, 8.33, 0.0, 0.0, 3),\n",
       " (149, 1.5167, 13.24, 3.57, 1.38, 72.7, 0.56, 8.44, 0.0, 0.1, 3),\n",
       " (150, 1.51643, 12.16, 3.52, 1.35, 72.89, 0.57, 8.53, 0.0, 0.0, 3),\n",
       " (151, 1.51665, 13.14, 3.45, 1.76, 72.48, 0.6, 8.38, 0.0, 0.17, 3),\n",
       " (152, 1.52127, 14.32, 3.9, 0.83, 71.5, 0.0, 9.49, 0.0, 0.0, 3),\n",
       " (153, 1.51779, 13.64, 3.65, 0.65, 73.0, 0.06, 8.93, 0.0, 0.0, 3),\n",
       " (154, 1.5161, 13.42, 3.4, 1.22, 72.69, 0.59, 8.32, 0.0, 0.0, 3),\n",
       " (155, 1.51694, 12.86, 3.58, 1.31, 72.61, 0.61, 8.79, 0.0, 0.0, 3),\n",
       " (156, 1.51646, 13.04, 3.4, 1.26, 73.01, 0.52, 8.58, 0.0, 0.0, 3),\n",
       " (157, 1.51655, 13.41, 3.39, 1.28, 72.64, 0.52, 8.65, 0.0, 0.0, 3),\n",
       " (158, 1.52121, 14.03, 3.76, 0.58, 71.79, 0.11, 9.65, 0.0, 0.0, 3),\n",
       " (159, 1.51776, 13.53, 3.41, 1.52, 72.04, 0.58, 8.79, 0.0, 0.0, 3),\n",
       " (160, 1.51796, 13.5, 3.36, 1.63, 71.94, 0.57, 8.81, 0.0, 0.09, 3),\n",
       " (161, 1.51832, 13.33, 3.34, 1.54, 72.14, 0.56, 8.99, 0.0, 0.0, 3),\n",
       " (162, 1.51934, 13.64, 3.54, 0.75, 72.65, 0.16, 8.89, 0.15, 0.24, 3),\n",
       " (163, 1.52211, 14.19, 3.78, 0.91, 71.36, 0.23, 9.14, 0.0, 0.37, 3),\n",
       " (164, 1.51514, 14.01, 2.68, 3.5, 69.89, 1.68, 5.87, 2.2, 0.0, 5),\n",
       " (165, 1.51915, 12.73, 1.85, 1.86, 72.69, 0.6, 10.09, 0.0, 0.0, 5),\n",
       " (166, 1.52171, 11.56, 1.88, 1.56, 72.86, 0.47, 11.41, 0.0, 0.0, 5),\n",
       " (167, 1.52151, 11.03, 1.71, 1.56, 73.44, 0.58, 11.62, 0.0, 0.0, 5),\n",
       " (168, 1.51969, 12.64, 0.0, 1.65, 73.75, 0.38, 11.53, 0.0, 0.0, 5),\n",
       " (169, 1.51666, 12.86, 0.0, 1.83, 73.88, 0.97, 10.17, 0.0, 0.0, 5),\n",
       " (170, 1.51994, 13.27, 0.0, 1.76, 73.03, 0.47, 11.32, 0.0, 0.0, 5),\n",
       " (171, 1.52369, 13.44, 0.0, 1.58, 72.22, 0.32, 12.24, 0.0, 0.0, 5),\n",
       " (172, 1.51316, 13.02, 0.0, 3.04, 70.48, 6.21, 6.96, 0.0, 0.0, 5),\n",
       " (173, 1.51321, 13.0, 0.0, 3.02, 70.7, 6.21, 6.93, 0.0, 0.0, 5),\n",
       " (174, 1.52043, 13.38, 0.0, 1.4, 72.25, 0.33, 12.5, 0.0, 0.0, 5),\n",
       " (175, 1.52058, 12.85, 1.61, 2.17, 72.18, 0.76, 9.7, 0.24, 0.51, 5),\n",
       " (176, 1.52119, 12.97, 0.33, 1.51, 73.39, 0.13, 11.27, 0.0, 0.28, 5),\n",
       " (177, 1.51905, 14.0, 2.39, 1.56, 72.37, 0.0, 9.57, 0.0, 0.0, 6),\n",
       " (178, 1.51937, 13.79, 2.41, 1.19, 72.76, 0.0, 9.77, 0.0, 0.0, 6),\n",
       " (179, 1.51829, 14.46, 2.24, 1.62, 72.38, 0.0, 9.26, 0.0, 0.0, 6),\n",
       " (180, 1.51852, 14.09, 2.19, 1.66, 72.67, 0.0, 9.32, 0.0, 0.0, 6),\n",
       " (181, 1.51299, 14.4, 1.74, 1.54, 74.55, 0.0, 7.59, 0.0, 0.0, 6),\n",
       " (182, 1.51888, 14.99, 0.78, 1.74, 72.5, 0.0, 9.95, 0.0, 0.0, 6),\n",
       " (183, 1.51916, 14.15, 0.0, 2.09, 72.74, 0.0, 10.88, 0.0, 0.0, 6),\n",
       " (184, 1.51969, 14.56, 0.0, 0.56, 73.48, 0.0, 11.22, 0.0, 0.0, 6),\n",
       " (185, 1.51115, 17.38, 0.0, 0.34, 75.41, 0.0, 6.65, 0.0, 0.0, 6),\n",
       " (186, 1.51131, 13.69, 3.2, 1.81, 72.81, 1.76, 5.43, 1.19, 0.0, 7),\n",
       " (187, 1.51838, 14.32, 3.26, 2.22, 71.25, 1.46, 5.79, 1.63, 0.0, 7),\n",
       " (188, 1.52315, 13.44, 3.34, 1.23, 72.38, 0.6, 8.83, 0.0, 0.0, 7),\n",
       " (189, 1.52247, 14.86, 2.2, 2.06, 70.26, 0.76, 9.76, 0.0, 0.0, 7),\n",
       " (190, 1.52365, 15.79, 1.83, 1.31, 70.43, 0.31, 8.61, 1.68, 0.0, 7),\n",
       " (191, 1.51613, 13.88, 1.78, 1.79, 73.1, 0.0, 8.67, 0.76, 0.0, 7),\n",
       " (192, 1.51602, 14.85, 0.0, 2.38, 73.28, 0.0, 8.76, 0.64, 0.09, 7),\n",
       " (193, 1.51623, 14.2, 0.0, 2.79, 73.46, 0.04, 9.04, 0.4, 0.09, 7),\n",
       " (194, 1.51719, 14.75, 0.0, 2.0, 73.02, 0.0, 8.53, 1.59, 0.08, 7),\n",
       " (195, 1.51683, 14.56, 0.0, 1.98, 73.29, 0.0, 8.52, 1.57, 0.07, 7),\n",
       " (196, 1.51545, 14.14, 0.0, 2.68, 73.39, 0.08, 9.07, 0.61, 0.05, 7),\n",
       " (197, 1.51556, 13.87, 0.0, 2.54, 73.23, 0.14, 9.41, 0.81, 0.01, 7),\n",
       " (198, 1.51727, 14.7, 0.0, 2.34, 73.28, 0.0, 8.95, 0.66, 0.0, 7),\n",
       " (199, 1.51531, 14.38, 0.0, 2.66, 73.1, 0.04, 9.08, 0.64, 0.0, 7),\n",
       " (200, 1.51609, 15.01, 0.0, 2.51, 73.05, 0.05, 8.83, 0.53, 0.0, 7),\n",
       " (201, 1.51508, 15.15, 0.0, 2.25, 73.5, 0.0, 8.34, 0.63, 0.0, 7),\n",
       " (202, 1.51653, 11.95, 0.0, 1.19, 75.18, 2.7, 8.93, 0.0, 0.0, 7),\n",
       " (203, 1.51514, 14.85, 0.0, 2.42, 73.72, 0.0, 8.39, 0.56, 0.0, 7),\n",
       " (204, 1.51658, 14.8, 0.0, 1.99, 73.11, 0.0, 8.28, 1.71, 0.0, 7),\n",
       " (205, 1.51617, 14.95, 0.0, 2.27, 73.3, 0.0, 8.71, 0.67, 0.0, 7),\n",
       " (206, 1.51732, 14.95, 0.0, 1.8, 72.99, 0.0, 8.61, 1.55, 0.0, 7),\n",
       " (207, 1.51645, 14.94, 0.0, 1.87, 73.11, 0.0, 8.67, 1.38, 0.0, 7),\n",
       " (208, 1.51831, 14.39, 0.0, 1.82, 72.86, 1.41, 6.47, 2.88, 0.0, 7),\n",
       " (209, 1.5164, 14.37, 0.0, 2.74, 72.85, 0.0, 9.45, 0.54, 0.0, 7),\n",
       " (210, 1.51623, 14.14, 0.0, 2.88, 72.61, 0.08, 9.18, 1.06, 0.0, 7),\n",
       " (211, 1.51685, 14.92, 0.0, 1.99, 73.06, 0.0, 8.4, 1.59, 0.0, 7),\n",
       " (212, 1.52065, 14.36, 0.0, 2.02, 73.42, 0.0, 8.44, 1.64, 0.0, 7),\n",
       " (213, 1.51651, 14.38, 0.0, 1.94, 73.61, 0.0, 8.48, 1.57, 0.0, 7),\n",
       " (214, 1.51711, 14.23, 0.0, 2.08, 73.36, 0.0, 8.62, 1.67, 0.0, 7)]"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select *  from testineuron.glassdata where col1 = 11 or col11 = 2\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(11, 1.51571, 12.72, 3.46, 1.56, 73.2, 0.67, 8.09, 0.0, 0.24, 1),\n",
       " (71, 1.51574, 14.86, 3.67, 1.74, 71.87, 0.16, 7.36, 0.0, 0.12, 2),\n",
       " (72, 1.51848, 13.64, 3.87, 1.27, 71.96, 0.54, 8.32, 0.0, 0.32, 2),\n",
       " (73, 1.51593, 13.09, 3.59, 1.52, 73.1, 0.67, 7.83, 0.0, 0.0, 2),\n",
       " (74, 1.51631, 13.34, 3.57, 1.57, 72.87, 0.61, 7.89, 0.0, 0.0, 2),\n",
       " (75, 1.51596, 13.02, 3.56, 1.54, 73.11, 0.72, 7.9, 0.0, 0.0, 2),\n",
       " (76, 1.5159, 13.02, 3.58, 1.51, 73.12, 0.69, 7.96, 0.0, 0.0, 2),\n",
       " (77, 1.51645, 13.44, 3.61, 1.54, 72.39, 0.66, 8.03, 0.0, 0.0, 2),\n",
       " (78, 1.51627, 13.0, 3.58, 1.54, 72.83, 0.61, 8.04, 0.0, 0.0, 2),\n",
       " (79, 1.51613, 13.92, 3.52, 1.25, 72.88, 0.37, 7.94, 0.0, 0.14, 2),\n",
       " (80, 1.5159, 12.82, 3.52, 1.9, 72.86, 0.69, 7.97, 0.0, 0.0, 2),\n",
       " (81, 1.51592, 12.86, 3.52, 2.12, 72.66, 0.69, 7.97, 0.0, 0.0, 2),\n",
       " (82, 1.51593, 13.25, 3.45, 1.43, 73.17, 0.61, 7.86, 0.0, 0.0, 2),\n",
       " (83, 1.51646, 13.41, 3.55, 1.25, 72.81, 0.68, 8.1, 0.0, 0.0, 2),\n",
       " (84, 1.51594, 13.09, 3.52, 1.55, 72.87, 0.68, 8.05, 0.0, 0.09, 2),\n",
       " (85, 1.51409, 14.25, 3.09, 2.08, 72.28, 1.1, 7.08, 0.0, 0.0, 2),\n",
       " (86, 1.51625, 13.36, 3.58, 1.49, 72.72, 0.45, 8.21, 0.0, 0.0, 2),\n",
       " (87, 1.51569, 13.24, 3.49, 1.47, 73.25, 0.38, 8.03, 0.0, 0.0, 2),\n",
       " (88, 1.51645, 13.4, 3.49, 1.52, 72.65, 0.67, 8.08, 0.0, 0.1, 2),\n",
       " (89, 1.51618, 13.01, 3.5, 1.48, 72.89, 0.6, 8.12, 0.0, 0.0, 2),\n",
       " (90, 1.5164, 12.55, 3.48, 1.87, 73.23, 0.63, 8.08, 0.0, 0.09, 2),\n",
       " (91, 1.51841, 12.93, 3.74, 1.11, 72.28, 0.64, 8.96, 0.0, 0.22, 2),\n",
       " (92, 1.51605, 12.9, 3.44, 1.45, 73.06, 0.44, 8.27, 0.0, 0.0, 2),\n",
       " (93, 1.51588, 13.12, 3.41, 1.58, 73.26, 0.07, 8.39, 0.0, 0.19, 2),\n",
       " (94, 1.5159, 13.24, 3.34, 1.47, 73.1, 0.39, 8.22, 0.0, 0.0, 2),\n",
       " (95, 1.51629, 12.71, 3.33, 1.49, 73.28, 0.67, 8.24, 0.0, 0.0, 2),\n",
       " (96, 1.5186, 13.36, 3.43, 1.43, 72.26, 0.51, 8.6, 0.0, 0.0, 2),\n",
       " (97, 1.51841, 13.02, 3.62, 1.06, 72.34, 0.64, 9.13, 0.0, 0.15, 2),\n",
       " (98, 1.51743, 12.2, 3.25, 1.16, 73.55, 0.62, 8.9, 0.0, 0.24, 2),\n",
       " (99, 1.51689, 12.67, 2.88, 1.71, 73.21, 0.73, 8.54, 0.0, 0.0, 2),\n",
       " (100, 1.51811, 12.96, 2.96, 1.43, 72.92, 0.6, 8.79, 0.14, 0.0, 2),\n",
       " (101, 1.51655, 12.75, 2.85, 1.44, 73.27, 0.57, 8.79, 0.11, 0.22, 2),\n",
       " (102, 1.5173, 12.35, 2.72, 1.63, 72.87, 0.7, 9.23, 0.0, 0.0, 2),\n",
       " (103, 1.5182, 12.62, 2.76, 0.83, 73.81, 0.35, 9.42, 0.0, 0.2, 2),\n",
       " (104, 1.52725, 13.8, 3.15, 0.66, 70.57, 0.08, 11.64, 0.0, 0.0, 2),\n",
       " (105, 1.5241, 13.83, 2.9, 1.17, 71.15, 0.08, 10.79, 0.0, 0.0, 2),\n",
       " (106, 1.52475, 11.45, 0.0, 1.88, 72.19, 0.81, 13.24, 0.0, 0.34, 2),\n",
       " (107, 1.53125, 10.73, 0.0, 2.1, 69.81, 0.58, 13.3, 3.15, 0.28, 2),\n",
       " (108, 1.53393, 12.3, 0.0, 1.0, 70.16, 0.12, 16.19, 0.0, 0.24, 2),\n",
       " (109, 1.52222, 14.43, 0.0, 1.0, 72.67, 0.1, 11.52, 0.0, 0.08, 2),\n",
       " (110, 1.51818, 13.72, 0.0, 0.56, 74.45, 0.0, 10.99, 0.0, 0.0, 2),\n",
       " (111, 1.52664, 11.23, 0.0, 0.77, 73.21, 0.0, 14.68, 0.0, 0.0, 2),\n",
       " (112, 1.52739, 11.02, 0.0, 0.75, 73.08, 0.0, 14.96, 0.0, 0.0, 2),\n",
       " (113, 1.52777, 12.64, 0.0, 0.67, 72.02, 0.06, 14.4, 0.0, 0.0, 2),\n",
       " (114, 1.51892, 13.46, 3.83, 1.26, 72.55, 0.57, 8.21, 0.0, 0.14, 2),\n",
       " (115, 1.51847, 13.1, 3.97, 1.19, 72.44, 0.6, 8.43, 0.0, 0.0, 2),\n",
       " (116, 1.51846, 13.41, 3.89, 1.33, 72.38, 0.51, 8.28, 0.0, 0.0, 2),\n",
       " (117, 1.51829, 13.24, 3.9, 1.41, 72.33, 0.55, 8.31, 0.0, 0.1, 2),\n",
       " (118, 1.51708, 13.72, 3.68, 1.81, 72.06, 0.64, 7.88, 0.0, 0.0, 2),\n",
       " (119, 1.51673, 13.3, 3.64, 1.53, 72.53, 0.65, 8.03, 0.0, 0.29, 2),\n",
       " (120, 1.51652, 13.56, 3.57, 1.47, 72.45, 0.64, 7.96, 0.0, 0.0, 2),\n",
       " (121, 1.51844, 13.25, 3.76, 1.32, 72.4, 0.58, 8.42, 0.0, 0.0, 2),\n",
       " (122, 1.51663, 12.93, 3.54, 1.62, 72.96, 0.64, 8.03, 0.0, 0.21, 2),\n",
       " (123, 1.51687, 13.23, 3.54, 1.48, 72.84, 0.56, 8.1, 0.0, 0.0, 2),\n",
       " (124, 1.51707, 13.48, 3.48, 1.71, 72.52, 0.62, 7.99, 0.0, 0.0, 2),\n",
       " (125, 1.52177, 13.2, 3.68, 1.15, 72.75, 0.54, 8.52, 0.0, 0.0, 2),\n",
       " (126, 1.51872, 12.93, 3.66, 1.56, 72.51, 0.58, 8.55, 0.0, 0.12, 2),\n",
       " (127, 1.51667, 12.94, 3.61, 1.26, 72.75, 0.56, 8.6, 0.0, 0.0, 2),\n",
       " (128, 1.52081, 13.78, 2.28, 1.43, 71.99, 0.49, 9.85, 0.0, 0.17, 2),\n",
       " (129, 1.52068, 13.55, 2.09, 1.67, 72.18, 0.53, 9.57, 0.27, 0.17, 2),\n",
       " (130, 1.5202, 13.98, 1.35, 1.63, 71.76, 0.39, 10.56, 0.0, 0.18, 2),\n",
       " (131, 1.52177, 13.75, 1.01, 1.36, 72.19, 0.33, 11.14, 0.0, 0.0, 2),\n",
       " (132, 1.52614, 13.7, 0.0, 1.36, 71.24, 0.19, 13.44, 0.0, 0.1, 2),\n",
       " (133, 1.51813, 13.43, 3.98, 1.18, 72.49, 0.58, 8.15, 0.0, 0.0, 2),\n",
       " (134, 1.518, 13.71, 3.93, 1.54, 71.81, 0.54, 8.21, 0.0, 0.15, 2),\n",
       " (135, 1.51811, 13.33, 3.85, 1.25, 72.78, 0.52, 8.12, 0.0, 0.0, 2),\n",
       " (136, 1.51789, 13.19, 3.9, 1.3, 72.33, 0.55, 8.44, 0.0, 0.28, 2),\n",
       " (137, 1.51806, 13.0, 3.8, 1.08, 73.07, 0.56, 8.38, 0.0, 0.12, 2),\n",
       " (138, 1.51711, 12.89, 3.62, 1.57, 72.96, 0.61, 8.11, 0.0, 0.0, 2),\n",
       " (139, 1.51674, 12.79, 3.52, 1.54, 73.36, 0.66, 7.9, 0.0, 0.0, 2),\n",
       " (140, 1.51674, 12.87, 3.56, 1.64, 73.14, 0.65, 7.99, 0.0, 0.0, 2),\n",
       " (141, 1.5169, 13.33, 3.54, 1.61, 72.54, 0.68, 8.11, 0.0, 0.0, 2),\n",
       " (142, 1.51851, 13.2, 3.63, 1.07, 72.83, 0.57, 8.41, 0.09, 0.17, 2),\n",
       " (143, 1.51662, 12.85, 3.51, 1.44, 73.01, 0.68, 8.23, 0.06, 0.25, 2),\n",
       " (144, 1.51709, 13.0, 3.47, 1.79, 72.72, 0.66, 8.18, 0.0, 0.0, 2),\n",
       " (145, 1.5166, 12.99, 3.18, 1.23, 72.97, 0.58, 8.81, 0.0, 0.24, 2),\n",
       " (146, 1.51839, 12.85, 3.67, 1.24, 72.57, 0.62, 8.68, 0.0, 0.35, 2)]"
      ]
     },
     "execution_count": 11,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select col1 , col2 , col11 from testineuron.glassdata where col1 = 11 and  col11 = 2\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[]"
      ]
     },
     "execution_count": 13,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select * from testineuron.glassdata where  col2 like '%.51%'\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 92,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(2, 1.51761, 13.89, 3.6, 1.36, 72.73, 0.48, 7.83, 0.0, 0.0, 1),\n",
       " (3, 1.51618, 13.53, 3.55, 1.54, 72.99, 0.39, 7.78, 0.0, 0.0, 1),\n",
       " (5, 1.51742, 13.27, 3.62, 1.24, 73.08, 0.55, 8.07, 0.0, 0.0, 1),\n",
       " (6, 1.51596, 12.79, 3.61, 1.62, 72.97, 0.64, 8.07, 0.0, 0.26, 1),\n",
       " (7, 1.51743, 13.3, 3.6, 1.14, 73.09, 0.58, 8.17, 0.0, 0.0, 1),\n",
       " (8, 1.51756, 13.15, 3.61, 1.05, 73.24, 0.57, 8.24, 0.0, 0.0, 1),\n",
       " (9, 1.51918, 14.04, 3.58, 1.37, 72.08, 0.56, 8.3, 0.0, 0.0, 1),\n",
       " (10, 1.51755, 13.0, 3.6, 1.36, 72.99, 0.57, 8.4, 0.0, 0.11, 1),\n",
       " (11, 1.51571, 12.72, 3.46, 1.56, 73.2, 0.67, 8.09, 0.0, 0.24, 1),\n",
       " (12, 1.51763, 12.8, 3.66, 1.27, 73.01, 0.6, 8.56, 0.0, 0.0, 1),\n",
       " (13, 1.51589, 12.88, 3.43, 1.4, 73.28, 0.69, 8.05, 0.0, 0.24, 1),\n",
       " (14, 1.51748, 12.86, 3.56, 1.27, 73.21, 0.54, 8.38, 0.0, 0.17, 1),\n",
       " (15, 1.51763, 12.61, 3.59, 1.31, 73.29, 0.58, 8.5, 0.0, 0.0, 1),\n",
       " (16, 1.51761, 12.81, 3.54, 1.23, 73.24, 0.58, 8.39, 0.0, 0.0, 1),\n",
       " (17, 1.51784, 12.68, 3.67, 1.16, 73.11, 0.61, 8.7, 0.0, 0.0, 1),\n",
       " (19, 1.51911, 13.9, 3.73, 1.18, 72.12, 0.06, 8.89, 0.0, 0.0, 1),\n",
       " (20, 1.51735, 13.02, 3.54, 1.69, 72.73, 0.54, 8.44, 0.0, 0.07, 1),\n",
       " (21, 1.5175, 12.82, 3.55, 1.49, 72.75, 0.54, 8.52, 0.0, 0.19, 1),\n",
       " (22, 1.51966, 14.77, 3.75, 0.29, 72.02, 0.03, 9.0, 0.0, 0.0, 1),\n",
       " (23, 1.51736, 12.78, 3.62, 1.29, 72.79, 0.59, 8.7, 0.0, 0.0, 1),\n",
       " (24, 1.51751, 12.81, 3.57, 1.35, 73.02, 0.62, 8.59, 0.0, 0.0, 1),\n",
       " (25, 1.5172, 13.38, 3.5, 1.15, 72.85, 0.5, 8.43, 0.0, 0.0, 1),\n",
       " (26, 1.51764, 12.98, 3.54, 1.21, 73.0, 0.65, 8.53, 0.0, 0.0, 1),\n",
       " (27, 1.51793, 13.21, 3.48, 1.41, 72.64, 0.59, 8.43, 0.0, 0.0, 1),\n",
       " (28, 1.51721, 12.87, 3.48, 1.33, 73.04, 0.56, 8.43, 0.0, 0.0, 1),\n",
       " (29, 1.51768, 12.56, 3.52, 1.43, 73.15, 0.57, 8.54, 0.0, 0.0, 1),\n",
       " (30, 1.51784, 13.08, 3.49, 1.28, 72.86, 0.6, 8.49, 0.0, 0.0, 1),\n",
       " (31, 1.51768, 12.65, 3.56, 1.3, 73.08, 0.61, 8.69, 0.0, 0.14, 1),\n",
       " (32, 1.51747, 12.84, 3.5, 1.14, 73.27, 0.56, 8.55, 0.0, 0.0, 1),\n",
       " (33, 1.51775, 12.85, 3.48, 1.23, 72.97, 0.61, 8.56, 0.09, 0.22, 1),\n",
       " (34, 1.51753, 12.57, 3.47, 1.38, 73.39, 0.6, 8.55, 0.0, 0.06, 1),\n",
       " (35, 1.51783, 12.69, 3.54, 1.34, 72.95, 0.57, 8.75, 0.0, 0.0, 1),\n",
       " (36, 1.51567, 13.29, 3.45, 1.21, 72.74, 0.56, 8.57, 0.0, 0.0, 1),\n",
       " (37, 1.51909, 13.89, 3.53, 1.32, 71.81, 0.51, 8.78, 0.11, 0.0, 1),\n",
       " (38, 1.51797, 12.74, 3.48, 1.35, 72.96, 0.64, 8.68, 0.0, 0.0, 1),\n",
       " (41, 1.51793, 12.79, 3.5, 1.12, 73.03, 0.64, 8.77, 0.0, 0.0, 1),\n",
       " (42, 1.51755, 12.71, 3.42, 1.2, 73.2, 0.59, 8.64, 0.0, 0.0, 1),\n",
       " (43, 1.51779, 13.21, 3.39, 1.33, 72.76, 0.59, 8.59, 0.0, 0.0, 1),\n",
       " (45, 1.51786, 12.73, 3.43, 1.19, 72.95, 0.62, 8.76, 0.0, 0.3, 1),\n",
       " (46, 1.519, 13.49, 3.48, 1.35, 71.95, 0.55, 9.0, 0.0, 0.0, 1),\n",
       " (47, 1.51869, 13.19, 3.37, 1.18, 72.72, 0.57, 8.83, 0.0, 0.16, 1),\n",
       " (50, 1.51898, 13.58, 3.35, 1.23, 72.08, 0.59, 8.91, 0.0, 0.0, 1),\n",
       " (52, 1.51926, 13.2, 3.33, 1.28, 72.36, 0.6, 9.14, 0.0, 0.11, 1),\n",
       " (53, 1.51808, 13.43, 2.87, 1.19, 72.84, 0.55, 9.03, 0.0, 0.0, 1),\n",
       " (54, 1.51837, 13.14, 2.84, 1.28, 72.85, 0.55, 9.07, 0.0, 0.0, 1),\n",
       " (55, 1.51778, 13.21, 2.81, 1.29, 72.98, 0.51, 9.02, 0.0, 0.09, 1),\n",
       " (56, 1.51769, 12.45, 2.71, 1.29, 73.7, 0.56, 9.06, 0.0, 0.24, 1),\n",
       " (57, 1.51215, 12.99, 3.47, 1.12, 72.98, 0.62, 8.35, 0.0, 0.31, 1),\n",
       " (58, 1.51824, 12.87, 3.48, 1.29, 72.95, 0.6, 8.43, 0.0, 0.0, 1),\n",
       " (59, 1.51754, 13.48, 3.74, 1.17, 72.99, 0.59, 8.03, 0.0, 0.0, 1),\n",
       " (60, 1.51754, 13.39, 3.66, 1.19, 72.79, 0.57, 8.27, 0.0, 0.11, 1),\n",
       " (61, 1.51905, 13.6, 3.62, 1.11, 72.64, 0.14, 8.76, 0.0, 0.0, 1),\n",
       " (62, 1.51977, 13.81, 3.58, 1.32, 71.72, 0.12, 8.67, 0.69, 0.0, 1),\n",
       " (71, 1.51574, 14.86, 3.67, 1.74, 71.87, 0.16, 7.36, 0.0, 0.12, 2),\n",
       " (72, 1.51848, 13.64, 3.87, 1.27, 71.96, 0.54, 8.32, 0.0, 0.32, 2),\n",
       " (73, 1.51593, 13.09, 3.59, 1.52, 73.1, 0.67, 7.83, 0.0, 0.0, 2),\n",
       " (74, 1.51631, 13.34, 3.57, 1.57, 72.87, 0.61, 7.89, 0.0, 0.0, 2),\n",
       " (75, 1.51596, 13.02, 3.56, 1.54, 73.11, 0.72, 7.9, 0.0, 0.0, 2),\n",
       " (76, 1.5159, 13.02, 3.58, 1.51, 73.12, 0.69, 7.96, 0.0, 0.0, 2),\n",
       " (77, 1.51645, 13.44, 3.61, 1.54, 72.39, 0.66, 8.03, 0.0, 0.0, 2),\n",
       " (78, 1.51627, 13.0, 3.58, 1.54, 72.83, 0.61, 8.04, 0.0, 0.0, 2),\n",
       " (79, 1.51613, 13.92, 3.52, 1.25, 72.88, 0.37, 7.94, 0.0, 0.14, 2),\n",
       " (80, 1.5159, 12.82, 3.52, 1.9, 72.86, 0.69, 7.97, 0.0, 0.0, 2),\n",
       " (81, 1.51592, 12.86, 3.52, 2.12, 72.66, 0.69, 7.97, 0.0, 0.0, 2),\n",
       " (82, 1.51593, 13.25, 3.45, 1.43, 73.17, 0.61, 7.86, 0.0, 0.0, 2),\n",
       " (83, 1.51646, 13.41, 3.55, 1.25, 72.81, 0.68, 8.1, 0.0, 0.0, 2),\n",
       " (84, 1.51594, 13.09, 3.52, 1.55, 72.87, 0.68, 8.05, 0.0, 0.09, 2),\n",
       " (85, 1.51409, 14.25, 3.09, 2.08, 72.28, 1.1, 7.08, 0.0, 0.0, 2),\n",
       " (86, 1.51625, 13.36, 3.58, 1.49, 72.72, 0.45, 8.21, 0.0, 0.0, 2),\n",
       " (87, 1.51569, 13.24, 3.49, 1.47, 73.25, 0.38, 8.03, 0.0, 0.0, 2),\n",
       " (88, 1.51645, 13.4, 3.49, 1.52, 72.65, 0.67, 8.08, 0.0, 0.1, 2),\n",
       " (89, 1.51618, 13.01, 3.5, 1.48, 72.89, 0.6, 8.12, 0.0, 0.0, 2),\n",
       " (90, 1.5164, 12.55, 3.48, 1.87, 73.23, 0.63, 8.08, 0.0, 0.09, 2),\n",
       " (91, 1.51841, 12.93, 3.74, 1.11, 72.28, 0.64, 8.96, 0.0, 0.22, 2),\n",
       " (92, 1.51605, 12.9, 3.44, 1.45, 73.06, 0.44, 8.27, 0.0, 0.0, 2),\n",
       " (93, 1.51588, 13.12, 3.41, 1.58, 73.26, 0.07, 8.39, 0.0, 0.19, 2),\n",
       " (94, 1.5159, 13.24, 3.34, 1.47, 73.1, 0.39, 8.22, 0.0, 0.0, 2),\n",
       " (95, 1.51629, 12.71, 3.33, 1.49, 73.28, 0.67, 8.24, 0.0, 0.0, 2),\n",
       " (96, 1.5186, 13.36, 3.43, 1.43, 72.26, 0.51, 8.6, 0.0, 0.0, 2),\n",
       " (97, 1.51841, 13.02, 3.62, 1.06, 72.34, 0.64, 9.13, 0.0, 0.15, 2),\n",
       " (98, 1.51743, 12.2, 3.25, 1.16, 73.55, 0.62, 8.9, 0.0, 0.24, 2),\n",
       " (99, 1.51689, 12.67, 2.88, 1.71, 73.21, 0.73, 8.54, 0.0, 0.0, 2),\n",
       " (100, 1.51811, 12.96, 2.96, 1.43, 72.92, 0.6, 8.79, 0.14, 0.0, 2),\n",
       " (101, 1.51655, 12.75, 2.85, 1.44, 73.27, 0.57, 8.79, 0.11, 0.22, 2),\n",
       " (102, 1.5173, 12.35, 2.72, 1.63, 72.87, 0.7, 9.23, 0.0, 0.0, 2),\n",
       " (103, 1.5182, 12.62, 2.76, 0.83, 73.81, 0.35, 9.42, 0.0, 0.2, 2),\n",
       " (110, 1.51818, 13.72, 0.0, 0.56, 74.45, 0.0, 10.99, 0.0, 0.0, 2),\n",
       " (114, 1.51892, 13.46, 3.83, 1.26, 72.55, 0.57, 8.21, 0.0, 0.14, 2),\n",
       " (115, 1.51847, 13.1, 3.97, 1.19, 72.44, 0.6, 8.43, 0.0, 0.0, 2),\n",
       " (116, 1.51846, 13.41, 3.89, 1.33, 72.38, 0.51, 8.28, 0.0, 0.0, 2),\n",
       " (117, 1.51829, 13.24, 3.9, 1.41, 72.33, 0.55, 8.31, 0.0, 0.1, 2),\n",
       " (118, 1.51708, 13.72, 3.68, 1.81, 72.06, 0.64, 7.88, 0.0, 0.0, 2),\n",
       " (119, 1.51673, 13.3, 3.64, 1.53, 72.53, 0.65, 8.03, 0.0, 0.29, 2),\n",
       " (120, 1.51652, 13.56, 3.57, 1.47, 72.45, 0.64, 7.96, 0.0, 0.0, 2),\n",
       " (121, 1.51844, 13.25, 3.76, 1.32, 72.4, 0.58, 8.42, 0.0, 0.0, 2),\n",
       " (122, 1.51663, 12.93, 3.54, 1.62, 72.96, 0.64, 8.03, 0.0, 0.21, 2),\n",
       " (123, 1.51687, 13.23, 3.54, 1.48, 72.84, 0.56, 8.1, 0.0, 0.0, 2),\n",
       " (124, 1.51707, 13.48, 3.48, 1.71, 72.52, 0.62, 7.99, 0.0, 0.0, 2),\n",
       " (126, 1.51872, 12.93, 3.66, 1.56, 72.51, 0.58, 8.55, 0.0, 0.12, 2),\n",
       " (127, 1.51667, 12.94, 3.61, 1.26, 72.75, 0.56, 8.6, 0.0, 0.0, 2),\n",
       " (133, 1.51813, 13.43, 3.98, 1.18, 72.49, 0.58, 8.15, 0.0, 0.0, 2),\n",
       " (134, 1.518, 13.71, 3.93, 1.54, 71.81, 0.54, 8.21, 0.0, 0.15, 2),\n",
       " (135, 1.51811, 13.33, 3.85, 1.25, 72.78, 0.52, 8.12, 0.0, 0.0, 2),\n",
       " (136, 1.51789, 13.19, 3.9, 1.3, 72.33, 0.55, 8.44, 0.0, 0.28, 2),\n",
       " (137, 1.51806, 13.0, 3.8, 1.08, 73.07, 0.56, 8.38, 0.0, 0.12, 2),\n",
       " (138, 1.51711, 12.89, 3.62, 1.57, 72.96, 0.61, 8.11, 0.0, 0.0, 2),\n",
       " (139, 1.51674, 12.79, 3.52, 1.54, 73.36, 0.66, 7.9, 0.0, 0.0, 2),\n",
       " (140, 1.51674, 12.87, 3.56, 1.64, 73.14, 0.65, 7.99, 0.0, 0.0, 2),\n",
       " (141, 1.5169, 13.33, 3.54, 1.61, 72.54, 0.68, 8.11, 0.0, 0.0, 2),\n",
       " (142, 1.51851, 13.2, 3.63, 1.07, 72.83, 0.57, 8.41, 0.09, 0.17, 2),\n",
       " (143, 1.51662, 12.85, 3.51, 1.44, 73.01, 0.68, 8.23, 0.06, 0.25, 2),\n",
       " (144, 1.51709, 13.0, 3.47, 1.79, 72.72, 0.66, 8.18, 0.0, 0.0, 2),\n",
       " (145, 1.5166, 12.99, 3.18, 1.23, 72.97, 0.58, 8.81, 0.0, 0.24, 2),\n",
       " (146, 1.51839, 12.85, 3.67, 1.24, 72.57, 0.62, 8.68, 0.0, 0.35, 2),\n",
       " (147, 1.51769, 13.65, 3.66, 1.11, 72.77, 0.11, 8.6, 0.0, 0.0, 3),\n",
       " (148, 1.5161, 13.33, 3.53, 1.34, 72.67, 0.56, 8.33, 0.0, 0.0, 3),\n",
       " (149, 1.5167, 13.24, 3.57, 1.38, 72.7, 0.56, 8.44, 0.0, 0.1, 3),\n",
       " (150, 1.51643, 12.16, 3.52, 1.35, 72.89, 0.57, 8.53, 0.0, 0.0, 3),\n",
       " (151, 1.51665, 13.14, 3.45, 1.76, 72.48, 0.6, 8.38, 0.0, 0.17, 3),\n",
       " (153, 1.51779, 13.64, 3.65, 0.65, 73.0, 0.06, 8.93, 0.0, 0.0, 3),\n",
       " (154, 1.5161, 13.42, 3.4, 1.22, 72.69, 0.59, 8.32, 0.0, 0.0, 3),\n",
       " (155, 1.51694, 12.86, 3.58, 1.31, 72.61, 0.61, 8.79, 0.0, 0.0, 3),\n",
       " (156, 1.51646, 13.04, 3.4, 1.26, 73.01, 0.52, 8.58, 0.0, 0.0, 3),\n",
       " (157, 1.51655, 13.41, 3.39, 1.28, 72.64, 0.52, 8.65, 0.0, 0.0, 3),\n",
       " (159, 1.51776, 13.53, 3.41, 1.52, 72.04, 0.58, 8.79, 0.0, 0.0, 3),\n",
       " (160, 1.51796, 13.5, 3.36, 1.63, 71.94, 0.57, 8.81, 0.0, 0.09, 3),\n",
       " (161, 1.51832, 13.33, 3.34, 1.54, 72.14, 0.56, 8.99, 0.0, 0.0, 3),\n",
       " (162, 1.51934, 13.64, 3.54, 0.75, 72.65, 0.16, 8.89, 0.15, 0.24, 3),\n",
       " (164, 1.51514, 14.01, 2.68, 3.5, 69.89, 1.68, 5.87, 2.2, 0.0, 5),\n",
       " (165, 1.51915, 12.73, 1.85, 1.86, 72.69, 0.6, 10.09, 0.0, 0.0, 5),\n",
       " (168, 1.51969, 12.64, 0.0, 1.65, 73.75, 0.38, 11.53, 0.0, 0.0, 5),\n",
       " (169, 1.51666, 12.86, 0.0, 1.83, 73.88, 0.97, 10.17, 0.0, 0.0, 5),\n",
       " (170, 1.51994, 13.27, 0.0, 1.76, 73.03, 0.47, 11.32, 0.0, 0.0, 5),\n",
       " (172, 1.51316, 13.02, 0.0, 3.04, 70.48, 6.21, 6.96, 0.0, 0.0, 5),\n",
       " (173, 1.51321, 13.0, 0.0, 3.02, 70.7, 6.21, 6.93, 0.0, 0.0, 5),\n",
       " (177, 1.51905, 14.0, 2.39, 1.56, 72.37, 0.0, 9.57, 0.0, 0.0, 6),\n",
       " (178, 1.51937, 13.79, 2.41, 1.19, 72.76, 0.0, 9.77, 0.0, 0.0, 6),\n",
       " (179, 1.51829, 14.46, 2.24, 1.62, 72.38, 0.0, 9.26, 0.0, 0.0, 6),\n",
       " (180, 1.51852, 14.09, 2.19, 1.66, 72.67, 0.0, 9.32, 0.0, 0.0, 6),\n",
       " (181, 1.51299, 14.4, 1.74, 1.54, 74.55, 0.0, 7.59, 0.0, 0.0, 6),\n",
       " (182, 1.51888, 14.99, 0.78, 1.74, 72.5, 0.0, 9.95, 0.0, 0.0, 6),\n",
       " (183, 1.51916, 14.15, 0.0, 2.09, 72.74, 0.0, 10.88, 0.0, 0.0, 6),\n",
       " (184, 1.51969, 14.56, 0.0, 0.56, 73.48, 0.0, 11.22, 0.0, 0.0, 6),\n",
       " (185, 1.51115, 17.38, 0.0, 0.34, 75.41, 0.0, 6.65, 0.0, 0.0, 6),\n",
       " (186, 1.51131, 13.69, 3.2, 1.81, 72.81, 1.76, 5.43, 1.19, 0.0, 7),\n",
       " (187, 1.51838, 14.32, 3.26, 2.22, 71.25, 1.46, 5.79, 1.63, 0.0, 7),\n",
       " (191, 1.51613, 13.88, 1.78, 1.79, 73.1, 0.0, 8.67, 0.76, 0.0, 7),\n",
       " (192, 1.51602, 14.85, 0.0, 2.38, 73.28, 0.0, 8.76, 0.64, 0.09, 7),\n",
       " (193, 1.51623, 14.2, 0.0, 2.79, 73.46, 0.04, 9.04, 0.4, 0.09, 7),\n",
       " (194, 1.51719, 14.75, 0.0, 2.0, 73.02, 0.0, 8.53, 1.59, 0.08, 7),\n",
       " (195, 1.51683, 14.56, 0.0, 1.98, 73.29, 0.0, 8.52, 1.57, 0.07, 7),\n",
       " (196, 1.51545, 14.14, 0.0, 2.68, 73.39, 0.08, 9.07, 0.61, 0.05, 7),\n",
       " (197, 1.51556, 13.87, 0.0, 2.54, 73.23, 0.14, 9.41, 0.81, 0.01, 7),\n",
       " (198, 1.51727, 14.7, 0.0, 2.34, 73.28, 0.0, 8.95, 0.66, 0.0, 7),\n",
       " (199, 1.51531, 14.38, 0.0, 2.66, 73.1, 0.04, 9.08, 0.64, 0.0, 7),\n",
       " (200, 1.51609, 15.01, 0.0, 2.51, 73.05, 0.05, 8.83, 0.53, 0.0, 7),\n",
       " (201, 1.51508, 15.15, 0.0, 2.25, 73.5, 0.0, 8.34, 0.63, 0.0, 7),\n",
       " (202, 1.51653, 11.95, 0.0, 1.19, 75.18, 2.7, 8.93, 0.0, 0.0, 7),\n",
       " (203, 1.51514, 14.85, 0.0, 2.42, 73.72, 0.0, 8.39, 0.56, 0.0, 7),\n",
       " (204, 1.51658, 14.8, 0.0, 1.99, 73.11, 0.0, 8.28, 1.71, 0.0, 7),\n",
       " (205, 1.51617, 14.95, 0.0, 2.27, 73.3, 0.0, 8.71, 0.67, 0.0, 7),\n",
       " (206, 1.51732, 14.95, 0.0, 1.8, 72.99, 0.0, 8.61, 1.55, 0.0, 7),\n",
       " (207, 1.51645, 14.94, 0.0, 1.87, 73.11, 0.0, 8.67, 1.38, 0.0, 7),\n",
       " (208, 1.51831, 14.39, 0.0, 1.82, 72.86, 1.41, 6.47, 2.88, 0.0, 7),\n",
       " (209, 1.5164, 14.37, 0.0, 2.74, 72.85, 0.0, 9.45, 0.54, 0.0, 7),\n",
       " (210, 1.51623, 14.14, 0.0, 2.88, 72.61, 0.08, 9.18, 1.06, 0.0, 7),\n",
       " (211, 1.51685, 14.92, 0.0, 1.99, 73.06, 0.0, 8.4, 1.59, 0.0, 7),\n",
       " (213, 1.51651, 14.38, 0.0, 1.94, 73.61, 0.0, 8.48, 1.57, 0.0, 7),\n",
       " (214, 1.51711, 14.23, 0.0, 2.08, 73.36, 0.0, 8.62, 1.67, 0.0, 7),\n",
       " (2, 1.51761, 13.89, 3.6, 1.36, 72.73, 0.48, 7.83, 0.0, 0.0, 1),\n",
       " (3, 1.51618, 13.53, 3.55, 1.54, 72.99, 0.39, 7.78, 0.0, 0.0, 1),\n",
       " (5, 1.51742, 13.27, 3.62, 1.24, 73.08, 0.55, 8.07, 0.0, 0.0, 1),\n",
       " (6, 1.51596, 12.79, 3.61, 1.62, 72.97, 0.64, 8.07, 0.0, 0.26, 1),\n",
       " (7, 1.51743, 13.3, 3.6, 1.14, 73.09, 0.58, 8.17, 0.0, 0.0, 1),\n",
       " (8, 1.51756, 13.15, 3.61, 1.05, 73.24, 0.57, 8.24, 0.0, 0.0, 1),\n",
       " (9, 1.51918, 14.04, 3.58, 1.37, 72.08, 0.56, 8.3, 0.0, 0.0, 1),\n",
       " (10, 1.51755, 13.0, 3.6, 1.36, 72.99, 0.57, 8.4, 0.0, 0.11, 1),\n",
       " (11, 1.51571, 12.72, 3.46, 1.56, 73.2, 0.67, 8.09, 0.0, 0.24, 1),\n",
       " (12, 1.51763, 12.8, 3.66, 1.27, 73.01, 0.6, 8.56, 0.0, 0.0, 1),\n",
       " (13, 1.51589, 12.88, 3.43, 1.4, 73.28, 0.69, 8.05, 0.0, 0.24, 1),\n",
       " (14, 1.51748, 12.86, 3.56, 1.27, 73.21, 0.54, 8.38, 0.0, 0.17, 1),\n",
       " (15, 1.51763, 12.61, 3.59, 1.31, 73.29, 0.58, 8.5, 0.0, 0.0, 1),\n",
       " (16, 1.51761, 12.81, 3.54, 1.23, 73.24, 0.58, 8.39, 0.0, 0.0, 1),\n",
       " (17, 1.51784, 12.68, 3.67, 1.16, 73.11, 0.61, 8.7, 0.0, 0.0, 1),\n",
       " (19, 1.51911, 13.9, 3.73, 1.18, 72.12, 0.06, 8.89, 0.0, 0.0, 1),\n",
       " (20, 1.51735, 13.02, 3.54, 1.69, 72.73, 0.54, 8.44, 0.0, 0.07, 1),\n",
       " (21, 1.5175, 12.82, 3.55, 1.49, 72.75, 0.54, 8.52, 0.0, 0.19, 1),\n",
       " (22, 1.51966, 14.77, 3.75, 0.29, 72.02, 0.03, 9.0, 0.0, 0.0, 1),\n",
       " (23, 1.51736, 12.78, 3.62, 1.29, 72.79, 0.59, 8.7, 0.0, 0.0, 1),\n",
       " (24, 1.51751, 12.81, 3.57, 1.35, 73.02, 0.62, 8.59, 0.0, 0.0, 1),\n",
       " (25, 1.5172, 13.38, 3.5, 1.15, 72.85, 0.5, 8.43, 0.0, 0.0, 1),\n",
       " (26, 1.51764, 12.98, 3.54, 1.21, 73.0, 0.65, 8.53, 0.0, 0.0, 1),\n",
       " (27, 1.51793, 13.21, 3.48, 1.41, 72.64, 0.59, 8.43, 0.0, 0.0, 1),\n",
       " (28, 1.51721, 12.87, 3.48, 1.33, 73.04, 0.56, 8.43, 0.0, 0.0, 1),\n",
       " (29, 1.51768, 12.56, 3.52, 1.43, 73.15, 0.57, 8.54, 0.0, 0.0, 1),\n",
       " (30, 1.51784, 13.08, 3.49, 1.28, 72.86, 0.6, 8.49, 0.0, 0.0, 1),\n",
       " (31, 1.51768, 12.65, 3.56, 1.3, 73.08, 0.61, 8.69, 0.0, 0.14, 1),\n",
       " (32, 1.51747, 12.84, 3.5, 1.14, 73.27, 0.56, 8.55, 0.0, 0.0, 1),\n",
       " (33, 1.51775, 12.85, 3.48, 1.23, 72.97, 0.61, 8.56, 0.09, 0.22, 1),\n",
       " (34, 1.51753, 12.57, 3.47, 1.38, 73.39, 0.6, 8.55, 0.0, 0.06, 1),\n",
       " (35, 1.51783, 12.69, 3.54, 1.34, 72.95, 0.57, 8.75, 0.0, 0.0, 1),\n",
       " (36, 1.51567, 13.29, 3.45, 1.21, 72.74, 0.56, 8.57, 0.0, 0.0, 1),\n",
       " (37, 1.51909, 13.89, 3.53, 1.32, 71.81, 0.51, 8.78, 0.11, 0.0, 1),\n",
       " (38, 1.51797, 12.74, 3.48, 1.35, 72.96, 0.64, 8.68, 0.0, 0.0, 1),\n",
       " (41, 1.51793, 12.79, 3.5, 1.12, 73.03, 0.64, 8.77, 0.0, 0.0, 1),\n",
       " (42, 1.51755, 12.71, 3.42, 1.2, 73.2, 0.59, 8.64, 0.0, 0.0, 1),\n",
       " (43, 1.51779, 13.21, 3.39, 1.33, 72.76, 0.59, 8.59, 0.0, 0.0, 1),\n",
       " (45, 1.51786, 12.73, 3.43, 1.19, 72.95, 0.62, 8.76, 0.0, 0.3, 1),\n",
       " (46, 1.519, 13.49, 3.48, 1.35, 71.95, 0.55, 9.0, 0.0, 0.0, 1),\n",
       " (47, 1.51869, 13.19, 3.37, 1.18, 72.72, 0.57, 8.83, 0.0, 0.16, 1),\n",
       " (50, 1.51898, 13.58, 3.35, 1.23, 72.08, 0.59, 8.91, 0.0, 0.0, 1),\n",
       " (52, 1.51926, 13.2, 3.33, 1.28, 72.36, 0.6, 9.14, 0.0, 0.11, 1),\n",
       " (53, 1.51808, 13.43, 2.87, 1.19, 72.84, 0.55, 9.03, 0.0, 0.0, 1),\n",
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       " (55, 1.51778, 13.21, 2.81, 1.29, 72.98, 0.51, 9.02, 0.0, 0.09, 1),\n",
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       " (98, 1.51743, 12.2, 3.25, 1.16, 73.55, 0.62, 8.9, 0.0, 0.24, 2),\n",
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       " (103, 1.5182, 12.62, 2.76, 0.83, 73.81, 0.35, 9.42, 0.0, 0.2, 2),\n",
       " (110, 1.51818, 13.72, 0.0, 0.56, 74.45, 0.0, 10.99, 0.0, 0.0, 2),\n",
       " (114, 1.51892, 13.46, 3.83, 1.26, 72.55, 0.57, 8.21, 0.0, 0.14, 2),\n",
       " (115, 1.51847, 13.1, 3.97, 1.19, 72.44, 0.6, 8.43, 0.0, 0.0, 2),\n",
       " (116, 1.51846, 13.41, 3.89, 1.33, 72.38, 0.51, 8.28, 0.0, 0.0, 2),\n",
       " (117, 1.51829, 13.24, 3.9, 1.41, 72.33, 0.55, 8.31, 0.0, 0.1, 2),\n",
       " (118, 1.51708, 13.72, 3.68, 1.81, 72.06, 0.64, 7.88, 0.0, 0.0, 2),\n",
       " (119, 1.51673, 13.3, 3.64, 1.53, 72.53, 0.65, 8.03, 0.0, 0.29, 2),\n",
       " (120, 1.51652, 13.56, 3.57, 1.47, 72.45, 0.64, 7.96, 0.0, 0.0, 2),\n",
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       " (122, 1.51663, 12.93, 3.54, 1.62, 72.96, 0.64, 8.03, 0.0, 0.21, 2),\n",
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       " (124, 1.51707, 13.48, 3.48, 1.71, 72.52, 0.62, 7.99, 0.0, 0.0, 2),\n",
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       " (136, 1.51789, 13.19, 3.9, 1.3, 72.33, 0.55, 8.44, 0.0, 0.28, 2),\n",
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       " (141, 1.5169, 13.33, 3.54, 1.61, 72.54, 0.68, 8.11, 0.0, 0.0, 2),\n",
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       " (146, 1.51839, 12.85, 3.67, 1.24, 72.57, 0.62, 8.68, 0.0, 0.35, 2),\n",
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       " (149, 1.5167, 13.24, 3.57, 1.38, 72.7, 0.56, 8.44, 0.0, 0.1, 3),\n",
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       " (151, 1.51665, 13.14, 3.45, 1.76, 72.48, 0.6, 8.38, 0.0, 0.17, 3),\n",
       " (153, 1.51779, 13.64, 3.65, 0.65, 73.0, 0.06, 8.93, 0.0, 0.0, 3),\n",
       " (154, 1.5161, 13.42, 3.4, 1.22, 72.69, 0.59, 8.32, 0.0, 0.0, 3),\n",
       " (155, 1.51694, 12.86, 3.58, 1.31, 72.61, 0.61, 8.79, 0.0, 0.0, 3),\n",
       " (156, 1.51646, 13.04, 3.4, 1.26, 73.01, 0.52, 8.58, 0.0, 0.0, 3),\n",
       " (157, 1.51655, 13.41, 3.39, 1.28, 72.64, 0.52, 8.65, 0.0, 0.0, 3),\n",
       " (159, 1.51776, 13.53, 3.41, 1.52, 72.04, 0.58, 8.79, 0.0, 0.0, 3),\n",
       " (160, 1.51796, 13.5, 3.36, 1.63, 71.94, 0.57, 8.81, 0.0, 0.09, 3),\n",
       " (161, 1.51832, 13.33, 3.34, 1.54, 72.14, 0.56, 8.99, 0.0, 0.0, 3),\n",
       " (162, 1.51934, 13.64, 3.54, 0.75, 72.65, 0.16, 8.89, 0.15, 0.24, 3),\n",
       " (164, 1.51514, 14.01, 2.68, 3.5, 69.89, 1.68, 5.87, 2.2, 0.0, 5),\n",
       " (165, 1.51915, 12.73, 1.85, 1.86, 72.69, 0.6, 10.09, 0.0, 0.0, 5),\n",
       " (168, 1.51969, 12.64, 0.0, 1.65, 73.75, 0.38, 11.53, 0.0, 0.0, 5),\n",
       " (169, 1.51666, 12.86, 0.0, 1.83, 73.88, 0.97, 10.17, 0.0, 0.0, 5),\n",
       " (170, 1.51994, 13.27, 0.0, 1.76, 73.03, 0.47, 11.32, 0.0, 0.0, 5),\n",
       " (172, 1.51316, 13.02, 0.0, 3.04, 70.48, 6.21, 6.96, 0.0, 0.0, 5),\n",
       " (173, 1.51321, 13.0, 0.0, 3.02, 70.7, 6.21, 6.93, 0.0, 0.0, 5),\n",
       " (177, 1.51905, 14.0, 2.39, 1.56, 72.37, 0.0, 9.57, 0.0, 0.0, 6),\n",
       " (178, 1.51937, 13.79, 2.41, 1.19, 72.76, 0.0, 9.77, 0.0, 0.0, 6),\n",
       " (179, 1.51829, 14.46, 2.24, 1.62, 72.38, 0.0, 9.26, 0.0, 0.0, 6),\n",
       " (180, 1.51852, 14.09, 2.19, 1.66, 72.67, 0.0, 9.32, 0.0, 0.0, 6),\n",
       " (181, 1.51299, 14.4, 1.74, 1.54, 74.55, 0.0, 7.59, 0.0, 0.0, 6),\n",
       " (182, 1.51888, 14.99, 0.78, 1.74, 72.5, 0.0, 9.95, 0.0, 0.0, 6),\n",
       " (183, 1.51916, 14.15, 0.0, 2.09, 72.74, 0.0, 10.88, 0.0, 0.0, 6),\n",
       " (184, 1.51969, 14.56, 0.0, 0.56, 73.48, 0.0, 11.22, 0.0, 0.0, 6),\n",
       " (185, 1.51115, 17.38, 0.0, 0.34, 75.41, 0.0, 6.65, 0.0, 0.0, 6),\n",
       " (186, 1.51131, 13.69, 3.2, 1.81, 72.81, 1.76, 5.43, 1.19, 0.0, 7),\n",
       " (187, 1.51838, 14.32, 3.26, 2.22, 71.25, 1.46, 5.79, 1.63, 0.0, 7),\n",
       " (191, 1.51613, 13.88, 1.78, 1.79, 73.1, 0.0, 8.67, 0.76, 0.0, 7),\n",
       " (192, 1.51602, 14.85, 0.0, 2.38, 73.28, 0.0, 8.76, 0.64, 0.09, 7),\n",
       " (193, 1.51623, 14.2, 0.0, 2.79, 73.46, 0.04, 9.04, 0.4, 0.09, 7),\n",
       " (194, 1.51719, 14.75, 0.0, 2.0, 73.02, 0.0, 8.53, 1.59, 0.08, 7),\n",
       " (195, 1.51683, 14.56, 0.0, 1.98, 73.29, 0.0, 8.52, 1.57, 0.07, 7),\n",
       " (196, 1.51545, 14.14, 0.0, 2.68, 73.39, 0.08, 9.07, 0.61, 0.05, 7),\n",
       " (197, 1.51556, 13.87, 0.0, 2.54, 73.23, 0.14, 9.41, 0.81, 0.01, 7),\n",
       " (198, 1.51727, 14.7, 0.0, 2.34, 73.28, 0.0, 8.95, 0.66, 0.0, 7),\n",
       " (199, 1.51531, 14.38, 0.0, 2.66, 73.1, 0.04, 9.08, 0.64, 0.0, 7),\n",
       " (200, 1.51609, 15.01, 0.0, 2.51, 73.05, 0.05, 8.83, 0.53, 0.0, 7),\n",
       " (201, 1.51508, 15.15, 0.0, 2.25, 73.5, 0.0, 8.34, 0.63, 0.0, 7),\n",
       " (202, 1.51653, 11.95, 0.0, 1.19, 75.18, 2.7, 8.93, 0.0, 0.0, 7),\n",
       " (203, 1.51514, 14.85, 0.0, 2.42, 73.72, 0.0, 8.39, 0.56, 0.0, 7),\n",
       " (204, 1.51658, 14.8, 0.0, 1.99, 73.11, 0.0, 8.28, 1.71, 0.0, 7),\n",
       " (205, 1.51617, 14.95, 0.0, 2.27, 73.3, 0.0, 8.71, 0.67, 0.0, 7),\n",
       " (206, 1.51732, 14.95, 0.0, 1.8, 72.99, 0.0, 8.61, 1.55, 0.0, 7),\n",
       " (207, 1.51645, 14.94, 0.0, 1.87, 73.11, 0.0, 8.67, 1.38, 0.0, 7),\n",
       " (208, 1.51831, 14.39, 0.0, 1.82, 72.86, 1.41, 6.47, 2.88, 0.0, 7),\n",
       " (209, 1.5164, 14.37, 0.0, 2.74, 72.85, 0.0, 9.45, 0.54, 0.0, 7),\n",
       " (210, 1.51623, 14.14, 0.0, 2.88, 72.61, 0.08, 9.18, 1.06, 0.0, 7),\n",
       " (211, 1.51685, 14.92, 0.0, 1.99, 73.06, 0.0, 8.4, 1.59, 0.0, 7),\n",
       " (213, 1.51651, 14.38, 0.0, 1.94, 73.61, 0.0, 8.48, 1.57, 0.0, 7),\n",
       " (214, 1.51711, 14.23, 0.0, 2.08, 73.36, 0.0, 8.62, 1.67, 0.0, 7)]"
      ]
     },
     "execution_count": 92,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select * from testineuron.glassdata \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       " (42, 1.51755, 12.71, 3.42, 1.2, 73.2, 0.59, 8.64, 0.0, 0.0, 1),\n",
       " (43, 1.51779, 13.21, 3.39, 1.33, 72.76, 0.59, 8.59, 0.0, 0.0, 1),\n",
       " (44, 1.5221, 13.73, 3.84, 0.72, 71.76, 0.17, 9.74, 0.0, 0.0, 1),\n",
       " (45, 1.51786, 12.73, 3.43, 1.19, 72.95, 0.62, 8.76, 0.0, 0.3, 1),\n",
       " (46, 1.519, 13.49, 3.48, 1.35, 71.95, 0.55, 9.0, 0.0, 0.0, 1),\n",
       " (47, 1.51869, 13.19, 3.37, 1.18, 72.72, 0.57, 8.83, 0.0, 0.16, 1),\n",
       " (48, 1.52667, 13.99, 3.7, 0.71, 71.57, 0.02, 9.82, 0.0, 0.1, 1),\n",
       " (49, 1.52223, 13.21, 3.77, 0.79, 71.99, 0.13, 10.02, 0.0, 0.0, 1),\n",
       " (50, 1.51898, 13.58, 3.35, 1.23, 72.08, 0.59, 8.91, 0.0, 0.0, 1),\n",
       " (51, 1.5232, 13.72, 3.72, 0.51, 71.75, 0.09, 10.06, 0.0, 0.16, 1),\n",
       " (52, 1.51926, 13.2, 3.33, 1.28, 72.36, 0.6, 9.14, 0.0, 0.11, 1),\n",
       " (53, 1.51808, 13.43, 2.87, 1.19, 72.84, 0.55, 9.03, 0.0, 0.0, 1),\n",
       " (54, 1.51837, 13.14, 2.84, 1.28, 72.85, 0.55, 9.07, 0.0, 0.0, 1),\n",
       " (55, 1.51778, 13.21, 2.81, 1.29, 72.98, 0.51, 9.02, 0.0, 0.09, 1),\n",
       " (56, 1.51769, 12.45, 2.71, 1.29, 73.7, 0.56, 9.06, 0.0, 0.24, 1),\n",
       " (57, 1.51215, 12.99, 3.47, 1.12, 72.98, 0.62, 8.35, 0.0, 0.31, 1),\n",
       " (58, 1.51824, 12.87, 3.48, 1.29, 72.95, 0.6, 8.43, 0.0, 0.0, 1),\n",
       " (59, 1.51754, 13.48, 3.74, 1.17, 72.99, 0.59, 8.03, 0.0, 0.0, 1),\n",
       " (60, 1.51754, 13.39, 3.66, 1.19, 72.79, 0.57, 8.27, 0.0, 0.11, 1),\n",
       " (61, 1.51905, 13.6, 3.62, 1.11, 72.64, 0.14, 8.76, 0.0, 0.0, 1),\n",
       " (62, 1.51977, 13.81, 3.58, 1.32, 71.72, 0.12, 8.67, 0.69, 0.0, 1),\n",
       " (63, 1.52172, 13.51, 3.86, 0.88, 71.79, 0.23, 9.54, 0.0, 0.11, 1),\n",
       " (64, 1.52227, 14.17, 3.81, 0.78, 71.35, 0.0, 9.69, 0.0, 0.0, 1),\n",
       " (65, 1.52172, 13.48, 3.74, 0.9, 72.01, 0.18, 9.61, 0.0, 0.07, 1),\n",
       " (66, 1.52099, 13.69, 3.59, 1.12, 71.96, 0.09, 9.4, 0.0, 0.0, 1),\n",
       " (67, 1.52152, 13.05, 3.65, 0.87, 72.22, 0.19, 9.85, 0.0, 0.17, 1),\n",
       " (68, 1.52152, 13.05, 3.65, 0.87, 72.32, 0.19, 9.85, 0.0, 0.17, 1),\n",
       " (69, 1.52152, 13.12, 3.58, 0.9, 72.2, 0.23, 9.82, 0.0, 0.16, 1),\n",
       " (70, 1.523, 13.31, 3.58, 0.82, 71.99, 0.12, 10.17, 0.0, 0.03, 1),\n",
       " (71, 1.51574, 14.86, 3.67, 1.74, 71.87, 0.16, 7.36, 0.0, 0.12, 2),\n",
       " (72, 1.51848, 13.64, 3.87, 1.27, 71.96, 0.54, 8.32, 0.0, 0.32, 2),\n",
       " (73, 1.51593, 13.09, 3.59, 1.52, 73.1, 0.67, 7.83, 0.0, 0.0, 2),\n",
       " (74, 1.51631, 13.34, 3.57, 1.57, 72.87, 0.61, 7.89, 0.0, 0.0, 2),\n",
       " (75, 1.51596, 13.02, 3.56, 1.54, 73.11, 0.72, 7.9, 0.0, 0.0, 2),\n",
       " (76, 1.5159, 13.02, 3.58, 1.51, 73.12, 0.69, 7.96, 0.0, 0.0, 2),\n",
       " (77, 1.51645, 13.44, 3.61, 1.54, 72.39, 0.66, 8.03, 0.0, 0.0, 2),\n",
       " (78, 1.51627, 13.0, 3.58, 1.54, 72.83, 0.61, 8.04, 0.0, 0.0, 2),\n",
       " (79, 1.51613, 13.92, 3.52, 1.25, 72.88, 0.37, 7.94, 0.0, 0.14, 2),\n",
       " (80, 1.5159, 12.82, 3.52, 1.9, 72.86, 0.69, 7.97, 0.0, 0.0, 2),\n",
       " (81, 1.51592, 12.86, 3.52, 2.12, 72.66, 0.69, 7.97, 0.0, 0.0, 2),\n",
       " (82, 1.51593, 13.25, 3.45, 1.43, 73.17, 0.61, 7.86, 0.0, 0.0, 2),\n",
       " (83, 1.51646, 13.41, 3.55, 1.25, 72.81, 0.68, 8.1, 0.0, 0.0, 2),\n",
       " (84, 1.51594, 13.09, 3.52, 1.55, 72.87, 0.68, 8.05, 0.0, 0.09, 2),\n",
       " (85, 1.51409, 14.25, 3.09, 2.08, 72.28, 1.1, 7.08, 0.0, 0.0, 2),\n",
       " (86, 1.51625, 13.36, 3.58, 1.49, 72.72, 0.45, 8.21, 0.0, 0.0, 2),\n",
       " (87, 1.51569, 13.24, 3.49, 1.47, 73.25, 0.38, 8.03, 0.0, 0.0, 2),\n",
       " (88, 1.51645, 13.4, 3.49, 1.52, 72.65, 0.67, 8.08, 0.0, 0.1, 2),\n",
       " (89, 1.51618, 13.01, 3.5, 1.48, 72.89, 0.6, 8.12, 0.0, 0.0, 2),\n",
       " (90, 1.5164, 12.55, 3.48, 1.87, 73.23, 0.63, 8.08, 0.0, 0.09, 2),\n",
       " (91, 1.51841, 12.93, 3.74, 1.11, 72.28, 0.64, 8.96, 0.0, 0.22, 2),\n",
       " (92, 1.51605, 12.9, 3.44, 1.45, 73.06, 0.44, 8.27, 0.0, 0.0, 2),\n",
       " (93, 1.51588, 13.12, 3.41, 1.58, 73.26, 0.07, 8.39, 0.0, 0.19, 2),\n",
       " (94, 1.5159, 13.24, 3.34, 1.47, 73.1, 0.39, 8.22, 0.0, 0.0, 2),\n",
       " (95, 1.51629, 12.71, 3.33, 1.49, 73.28, 0.67, 8.24, 0.0, 0.0, 2),\n",
       " (96, 1.5186, 13.36, 3.43, 1.43, 72.26, 0.51, 8.6, 0.0, 0.0, 2),\n",
       " (97, 1.51841, 13.02, 3.62, 1.06, 72.34, 0.64, 9.13, 0.0, 0.15, 2),\n",
       " (98, 1.51743, 12.2, 3.25, 1.16, 73.55, 0.62, 8.9, 0.0, 0.24, 2),\n",
       " (99, 1.51689, 12.67, 2.88, 1.71, 73.21, 0.73, 8.54, 0.0, 0.0, 2),\n",
       " (100, 1.51811, 12.96, 2.96, 1.43, 72.92, 0.6, 8.79, 0.14, 0.0, 2),\n",
       " (101, 1.51655, 12.75, 2.85, 1.44, 73.27, 0.57, 8.79, 0.11, 0.22, 2),\n",
       " (102, 1.5173, 12.35, 2.72, 1.63, 72.87, 0.7, 9.23, 0.0, 0.0, 2),\n",
       " (103, 1.5182, 12.62, 2.76, 0.83, 73.81, 0.35, 9.42, 0.0, 0.2, 2),\n",
       " (104, 1.52725, 13.8, 3.15, 0.66, 70.57, 0.08, 11.64, 0.0, 0.0, 2),\n",
       " (105, 1.5241, 13.83, 2.9, 1.17, 71.15, 0.08, 10.79, 0.0, 0.0, 2),\n",
       " (106, 1.52475, 11.45, 0.0, 1.88, 72.19, 0.81, 13.24, 0.0, 0.34, 2),\n",
       " (107, 1.53125, 10.73, 0.0, 2.1, 69.81, 0.58, 13.3, 3.15, 0.28, 2),\n",
       " (108, 1.53393, 12.3, 0.0, 1.0, 70.16, 0.12, 16.19, 0.0, 0.24, 2),\n",
       " (109, 1.52222, 14.43, 0.0, 1.0, 72.67, 0.1, 11.52, 0.0, 0.08, 2),\n",
       " (110, 1.51818, 13.72, 0.0, 0.56, 74.45, 0.0, 10.99, 0.0, 0.0, 2),\n",
       " (111, 1.52664, 11.23, 0.0, 0.77, 73.21, 0.0, 14.68, 0.0, 0.0, 2),\n",
       " (112, 1.52739, 11.02, 0.0, 0.75, 73.08, 0.0, 14.96, 0.0, 0.0, 2),\n",
       " (113, 1.52777, 12.64, 0.0, 0.67, 72.02, 0.06, 14.4, 0.0, 0.0, 2),\n",
       " (114, 1.51892, 13.46, 3.83, 1.26, 72.55, 0.57, 8.21, 0.0, 0.14, 2),\n",
       " (115, 1.51847, 13.1, 3.97, 1.19, 72.44, 0.6, 8.43, 0.0, 0.0, 2),\n",
       " (116, 1.51846, 13.41, 3.89, 1.33, 72.38, 0.51, 8.28, 0.0, 0.0, 2),\n",
       " (117, 1.51829, 13.24, 3.9, 1.41, 72.33, 0.55, 8.31, 0.0, 0.1, 2),\n",
       " (118, 1.51708, 13.72, 3.68, 1.81, 72.06, 0.64, 7.88, 0.0, 0.0, 2),\n",
       " (119, 1.51673, 13.3, 3.64, 1.53, 72.53, 0.65, 8.03, 0.0, 0.29, 2),\n",
       " (120, 1.51652, 13.56, 3.57, 1.47, 72.45, 0.64, 7.96, 0.0, 0.0, 2),\n",
       " (121, 1.51844, 13.25, 3.76, 1.32, 72.4, 0.58, 8.42, 0.0, 0.0, 2),\n",
       " (122, 1.51663, 12.93, 3.54, 1.62, 72.96, 0.64, 8.03, 0.0, 0.21, 2),\n",
       " (123, 1.51687, 13.23, 3.54, 1.48, 72.84, 0.56, 8.1, 0.0, 0.0, 2),\n",
       " (124, 1.51707, 13.48, 3.48, 1.71, 72.52, 0.62, 7.99, 0.0, 0.0, 2),\n",
       " (125, 1.52177, 13.2, 3.68, 1.15, 72.75, 0.54, 8.52, 0.0, 0.0, 2),\n",
       " (126, 1.51872, 12.93, 3.66, 1.56, 72.51, 0.58, 8.55, 0.0, 0.12, 2),\n",
       " (127, 1.51667, 12.94, 3.61, 1.26, 72.75, 0.56, 8.6, 0.0, 0.0, 2),\n",
       " (128, 1.52081, 13.78, 2.28, 1.43, 71.99, 0.49, 9.85, 0.0, 0.17, 2),\n",
       " (129, 1.52068, 13.55, 2.09, 1.67, 72.18, 0.53, 9.57, 0.27, 0.17, 2),\n",
       " (130, 1.5202, 13.98, 1.35, 1.63, 71.76, 0.39, 10.56, 0.0, 0.18, 2),\n",
       " (131, 1.52177, 13.75, 1.01, 1.36, 72.19, 0.33, 11.14, 0.0, 0.0, 2),\n",
       " (132, 1.52614, 13.7, 0.0, 1.36, 71.24, 0.19, 13.44, 0.0, 0.1, 2),\n",
       " (133, 1.51813, 13.43, 3.98, 1.18, 72.49, 0.58, 8.15, 0.0, 0.0, 2),\n",
       " (134, 1.518, 13.71, 3.93, 1.54, 71.81, 0.54, 8.21, 0.0, 0.15, 2),\n",
       " (135, 1.51811, 13.33, 3.85, 1.25, 72.78, 0.52, 8.12, 0.0, 0.0, 2),\n",
       " (136, 1.51789, 13.19, 3.9, 1.3, 72.33, 0.55, 8.44, 0.0, 0.28, 2),\n",
       " (137, 1.51806, 13.0, 3.8, 1.08, 73.07, 0.56, 8.38, 0.0, 0.12, 2),\n",
       " (138, 1.51711, 12.89, 3.62, 1.57, 72.96, 0.61, 8.11, 0.0, 0.0, 2),\n",
       " (139, 1.51674, 12.79, 3.52, 1.54, 73.36, 0.66, 7.9, 0.0, 0.0, 2),\n",
       " (140, 1.51674, 12.87, 3.56, 1.64, 73.14, 0.65, 7.99, 0.0, 0.0, 2),\n",
       " (141, 1.5169, 13.33, 3.54, 1.61, 72.54, 0.68, 8.11, 0.0, 0.0, 2),\n",
       " (142, 1.51851, 13.2, 3.63, 1.07, 72.83, 0.57, 8.41, 0.09, 0.17, 2),\n",
       " (143, 1.51662, 12.85, 3.51, 1.44, 73.01, 0.68, 8.23, 0.06, 0.25, 2),\n",
       " (144, 1.51709, 13.0, 3.47, 1.79, 72.72, 0.66, 8.18, 0.0, 0.0, 2),\n",
       " (145, 1.5166, 12.99, 3.18, 1.23, 72.97, 0.58, 8.81, 0.0, 0.24, 2),\n",
       " (146, 1.51839, 12.85, 3.67, 1.24, 72.57, 0.62, 8.68, 0.0, 0.35, 2),\n",
       " (147, 1.51769, 13.65, 3.66, 1.11, 72.77, 0.11, 8.6, 0.0, 0.0, 3),\n",
       " (148, 1.5161, 13.33, 3.53, 1.34, 72.67, 0.56, 8.33, 0.0, 0.0, 3),\n",
       " (149, 1.5167, 13.24, 3.57, 1.38, 72.7, 0.56, 8.44, 0.0, 0.1, 3),\n",
       " (150, 1.51643, 12.16, 3.52, 1.35, 72.89, 0.57, 8.53, 0.0, 0.0, 3),\n",
       " (151, 1.51665, 13.14, 3.45, 1.76, 72.48, 0.6, 8.38, 0.0, 0.17, 3),\n",
       " (152, 1.52127, 14.32, 3.9, 0.83, 71.5, 0.0, 9.49, 0.0, 0.0, 3),\n",
       " (153, 1.51779, 13.64, 3.65, 0.65, 73.0, 0.06, 8.93, 0.0, 0.0, 3),\n",
       " (154, 1.5161, 13.42, 3.4, 1.22, 72.69, 0.59, 8.32, 0.0, 0.0, 3),\n",
       " (155, 1.51694, 12.86, 3.58, 1.31, 72.61, 0.61, 8.79, 0.0, 0.0, 3),\n",
       " (156, 1.51646, 13.04, 3.4, 1.26, 73.01, 0.52, 8.58, 0.0, 0.0, 3),\n",
       " (157, 1.51655, 13.41, 3.39, 1.28, 72.64, 0.52, 8.65, 0.0, 0.0, 3),\n",
       " (158, 1.52121, 14.03, 3.76, 0.58, 71.79, 0.11, 9.65, 0.0, 0.0, 3),\n",
       " (159, 1.51776, 13.53, 3.41, 1.52, 72.04, 0.58, 8.79, 0.0, 0.0, 3),\n",
       " (160, 1.51796, 13.5, 3.36, 1.63, 71.94, 0.57, 8.81, 0.0, 0.09, 3),\n",
       " (161, 1.51832, 13.33, 3.34, 1.54, 72.14, 0.56, 8.99, 0.0, 0.0, 3),\n",
       " (162, 1.51934, 13.64, 3.54, 0.75, 72.65, 0.16, 8.89, 0.15, 0.24, 3),\n",
       " (163, 1.52211, 14.19, 3.78, 0.91, 71.36, 0.23, 9.14, 0.0, 0.37, 3),\n",
       " (164, 1.51514, 14.01, 2.68, 3.5, 69.89, 1.68, 5.87, 2.2, 0.0, 5),\n",
       " (165, 1.51915, 12.73, 1.85, 1.86, 72.69, 0.6, 10.09, 0.0, 0.0, 5),\n",
       " (166, 1.52171, 11.56, 1.88, 1.56, 72.86, 0.47, 11.41, 0.0, 0.0, 5),\n",
       " (167, 1.52151, 11.03, 1.71, 1.56, 73.44, 0.58, 11.62, 0.0, 0.0, 5),\n",
       " (168, 1.51969, 12.64, 0.0, 1.65, 73.75, 0.38, 11.53, 0.0, 0.0, 5),\n",
       " (169, 1.51666, 12.86, 0.0, 1.83, 73.88, 0.97, 10.17, 0.0, 0.0, 5),\n",
       " (170, 1.51994, 13.27, 0.0, 1.76, 73.03, 0.47, 11.32, 0.0, 0.0, 5),\n",
       " (171, 1.52369, 13.44, 0.0, 1.58, 72.22, 0.32, 12.24, 0.0, 0.0, 5),\n",
       " (172, 1.51316, 13.02, 0.0, 3.04, 70.48, 6.21, 6.96, 0.0, 0.0, 5),\n",
       " (173, 1.51321, 13.0, 0.0, 3.02, 70.7, 6.21, 6.93, 0.0, 0.0, 5),\n",
       " (174, 1.52043, 13.38, 0.0, 1.4, 72.25, 0.33, 12.5, 0.0, 0.0, 5),\n",
       " (175, 1.52058, 12.85, 1.61, 2.17, 72.18, 0.76, 9.7, 0.24, 0.51, 5),\n",
       " (176, 1.52119, 12.97, 0.33, 1.51, 73.39, 0.13, 11.27, 0.0, 0.28, 5),\n",
       " (177, 1.51905, 14.0, 2.39, 1.56, 72.37, 0.0, 9.57, 0.0, 0.0, 6),\n",
       " (178, 1.51937, 13.79, 2.41, 1.19, 72.76, 0.0, 9.77, 0.0, 0.0, 6),\n",
       " (179, 1.51829, 14.46, 2.24, 1.62, 72.38, 0.0, 9.26, 0.0, 0.0, 6),\n",
       " (180, 1.51852, 14.09, 2.19, 1.66, 72.67, 0.0, 9.32, 0.0, 0.0, 6),\n",
       " (181, 1.51299, 14.4, 1.74, 1.54, 74.55, 0.0, 7.59, 0.0, 0.0, 6),\n",
       " (182, 1.51888, 14.99, 0.78, 1.74, 72.5, 0.0, 9.95, 0.0, 0.0, 6),\n",
       " (183, 1.51916, 14.15, 0.0, 2.09, 72.74, 0.0, 10.88, 0.0, 0.0, 6),\n",
       " (184, 1.51969, 14.56, 0.0, 0.56, 73.48, 0.0, 11.22, 0.0, 0.0, 6),\n",
       " (185, 1.51115, 17.38, 0.0, 0.34, 75.41, 0.0, 6.65, 0.0, 0.0, 6),\n",
       " (186, 1.51131, 13.69, 3.2, 1.81, 72.81, 1.76, 5.43, 1.19, 0.0, 7),\n",
       " (187, 1.51838, 14.32, 3.26, 2.22, 71.25, 1.46, 5.79, 1.63, 0.0, 7),\n",
       " (188, 1.52315, 13.44, 3.34, 1.23, 72.38, 0.6, 8.83, 0.0, 0.0, 7),\n",
       " (189, 1.52247, 14.86, 2.2, 2.06, 70.26, 0.76, 9.76, 0.0, 0.0, 7),\n",
       " (190, 1.52365, 15.79, 1.83, 1.31, 70.43, 0.31, 8.61, 1.68, 0.0, 7),\n",
       " (191, 1.51613, 13.88, 1.78, 1.79, 73.1, 0.0, 8.67, 0.76, 0.0, 7),\n",
       " (192, 1.51602, 14.85, 0.0, 2.38, 73.28, 0.0, 8.76, 0.64, 0.09, 7),\n",
       " (193, 1.51623, 14.2, 0.0, 2.79, 73.46, 0.04, 9.04, 0.4, 0.09, 7),\n",
       " (194, 1.51719, 14.75, 0.0, 2.0, 73.02, 0.0, 8.53, 1.59, 0.08, 7),\n",
       " (195, 1.51683, 14.56, 0.0, 1.98, 73.29, 0.0, 8.52, 1.57, 0.07, 7),\n",
       " (196, 1.51545, 14.14, 0.0, 2.68, 73.39, 0.08, 9.07, 0.61, 0.05, 7),\n",
       " (197, 1.51556, 13.87, 0.0, 2.54, 73.23, 0.14, 9.41, 0.81, 0.01, 7),\n",
       " (198, 1.51727, 14.7, 0.0, 2.34, 73.28, 0.0, 8.95, 0.66, 0.0, 7),\n",
       " (199, 1.51531, 14.38, 0.0, 2.66, 73.1, 0.04, 9.08, 0.64, 0.0, 7),\n",
       " (200, 1.51609, 15.01, 0.0, 2.51, 73.05, 0.05, 8.83, 0.53, 0.0, 7),\n",
       " (201, 1.51508, 15.15, 0.0, 2.25, 73.5, 0.0, 8.34, 0.63, 0.0, 7),\n",
       " (202, 1.51653, 11.95, 0.0, 1.19, 75.18, 2.7, 8.93, 0.0, 0.0, 7),\n",
       " (203, 1.51514, 14.85, 0.0, 2.42, 73.72, 0.0, 8.39, 0.56, 0.0, 7),\n",
       " (204, 1.51658, 14.8, 0.0, 1.99, 73.11, 0.0, 8.28, 1.71, 0.0, 7),\n",
       " (205, 1.51617, 14.95, 0.0, 2.27, 73.3, 0.0, 8.71, 0.67, 0.0, 7),\n",
       " (206, 1.51732, 14.95, 0.0, 1.8, 72.99, 0.0, 8.61, 1.55, 0.0, 7),\n",
       " (207, 1.51645, 14.94, 0.0, 1.87, 73.11, 0.0, 8.67, 1.38, 0.0, 7),\n",
       " (208, 1.51831, 14.39, 0.0, 1.82, 72.86, 1.41, 6.47, 2.88, 0.0, 7),\n",
       " (209, 1.5164, 14.37, 0.0, 2.74, 72.85, 0.0, 9.45, 0.54, 0.0, 7),\n",
       " (210, 1.51623, 14.14, 0.0, 2.88, 72.61, 0.08, 9.18, 1.06, 0.0, 7),\n",
       " (211, 1.51685, 14.92, 0.0, 1.99, 73.06, 0.0, 8.4, 1.59, 0.0, 7),\n",
       " (212, 1.52065, 14.36, 0.0, 2.02, 73.42, 0.0, 8.44, 1.64, 0.0, 7),\n",
       " (213, 1.51651, 14.38, 0.0, 1.94, 73.61, 0.0, 8.48, 1.57, 0.0, 7),\n",
       " (214, 1.51711, 14.23, 0.0, 2.08, 73.36, 0.0, 8.62, 1.67, 0.0, 7)]"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 21,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select * from testineuron.glassdata  order by col2\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 22,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
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       " (57, 1.51215, 12.99, 3.47, 1.12, 72.98, 0.62, 8.35, 0.0, 0.31, 1),\n",
       " (181, 1.51299, 14.4, 1.74, 1.54, 74.55, 0.0, 7.59, 0.0, 0.0, 6),\n",
       " (172, 1.51316, 13.02, 0.0, 3.04, 70.48, 6.21, 6.96, 0.0, 0.0, 5),\n",
       " (173, 1.51321, 13.0, 0.0, 3.02, 70.7, 6.21, 6.93, 0.0, 0.0, 5),\n",
       " (85, 1.51409, 14.25, 3.09, 2.08, 72.28, 1.1, 7.08, 0.0, 0.0, 2),\n",
       " (201, 1.51508, 15.15, 0.0, 2.25, 73.5, 0.0, 8.34, 0.63, 0.0, 7),\n",
       " (164, 1.51514, 14.01, 2.68, 3.5, 69.89, 1.68, 5.87, 2.2, 0.0, 5),\n",
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       " (134, 1.518, 13.71, 3.93, 1.54, 71.81, 0.54, 8.21, 0.0, 0.15, 2),\n",
       " (137, 1.51806, 13.0, 3.8, 1.08, 73.07, 0.56, 8.38, 0.0, 0.12, 2),\n",
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       " (110, 1.51818, 13.72, 0.0, 0.56, 74.45, 0.0, 10.99, 0.0, 0.0, 2),\n",
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       " (208, 1.51831, 14.39, 0.0, 1.82, 72.86, 1.41, 6.47, 2.88, 0.0, 7),\n",
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       " (54, 1.51837, 13.14, 2.84, 1.28, 72.85, 0.55, 9.07, 0.0, 0.0, 1),\n",
       " (187, 1.51838, 14.32, 3.26, 2.22, 71.25, 1.46, 5.79, 1.63, 0.0, 7),\n",
       " (146, 1.51839, 12.85, 3.67, 1.24, 72.57, 0.62, 8.68, 0.0, 0.35, 2),\n",
       " (91, 1.51841, 12.93, 3.74, 1.11, 72.28, 0.64, 8.96, 0.0, 0.22, 2),\n",
       " (97, 1.51841, 13.02, 3.62, 1.06, 72.34, 0.64, 9.13, 0.0, 0.15, 2),\n",
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       " (142, 1.51851, 13.2, 3.63, 1.07, 72.83, 0.57, 8.41, 0.09, 0.17, 2),\n",
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       " (37, 1.51909, 13.89, 3.53, 1.32, 71.81, 0.51, 8.78, 0.11, 0.0, 1),\n",
       " (19, 1.51911, 13.9, 3.73, 1.18, 72.12, 0.06, 8.89, 0.0, 0.0, 1),\n",
       " (165, 1.51915, 12.73, 1.85, 1.86, 72.69, 0.6, 10.09, 0.0, 0.0, 5),\n",
       " (183, 1.51916, 14.15, 0.0, 2.09, 72.74, 0.0, 10.88, 0.0, 0.0, 6),\n",
       " (9, 1.51918, 14.04, 3.58, 1.37, 72.08, 0.56, 8.3, 0.0, 0.0, 1),\n",
       " (52, 1.51926, 13.2, 3.33, 1.28, 72.36, 0.6, 9.14, 0.0, 0.11, 1),\n",
       " (162, 1.51934, 13.64, 3.54, 0.75, 72.65, 0.16, 8.89, 0.15, 0.24, 3),\n",
       " (178, 1.51937, 13.79, 2.41, 1.19, 72.76, 0.0, 9.77, 0.0, 0.0, 6),\n",
       " (22, 1.51966, 14.77, 3.75, 0.29, 72.02, 0.03, 9.0, 0.0, 0.0, 1),\n",
       " (168, 1.51969, 12.64, 0.0, 1.65, 73.75, 0.38, 11.53, 0.0, 0.0, 5),\n",
       " (184, 1.51969, 14.56, 0.0, 0.56, 73.48, 0.0, 11.22, 0.0, 0.0, 6),\n",
       " (62, 1.51977, 13.81, 3.58, 1.32, 71.72, 0.12, 8.67, 0.69, 0.0, 1),\n",
       " (170, 1.51994, 13.27, 0.0, 1.76, 73.03, 0.47, 11.32, 0.0, 0.0, 5),\n",
       " (130, 1.5202, 13.98, 1.35, 1.63, 71.76, 0.39, 10.56, 0.0, 0.18, 2),\n",
       " (174, 1.52043, 13.38, 0.0, 1.4, 72.25, 0.33, 12.5, 0.0, 0.0, 5),\n",
       " (175, 1.52058, 12.85, 1.61, 2.17, 72.18, 0.76, 9.7, 0.24, 0.51, 5),\n",
       " (212, 1.52065, 14.36, 0.0, 2.02, 73.42, 0.0, 8.44, 1.64, 0.0, 7),\n",
       " (129, 1.52068, 13.55, 2.09, 1.67, 72.18, 0.53, 9.57, 0.27, 0.17, 2),\n",
       " (128, 1.52081, 13.78, 2.28, 1.43, 71.99, 0.49, 9.85, 0.0, 0.17, 2),\n",
       " (66, 1.52099, 13.69, 3.59, 1.12, 71.96, 0.09, 9.4, 0.0, 0.0, 1),\n",
       " (1, 1.52101, 13.64, 4.49, 1.1, 71.78, 0.06, 8.75, 0.0, 0.0, 1),\n",
       " (1, 1.52101, 13.64, 4.49, 1.1, 71.78, 0.06, 8.75, 0.0, 0.0, 1),\n",
       " (176, 1.52119, 12.97, 0.33, 1.51, 73.39, 0.13, 11.27, 0.0, 0.28, 5),\n",
       " (158, 1.52121, 14.03, 3.76, 0.58, 71.79, 0.11, 9.65, 0.0, 0.0, 3),\n",
       " (152, 1.52127, 14.32, 3.9, 0.83, 71.5, 0.0, 9.49, 0.0, 0.0, 3),\n",
       " (167, 1.52151, 11.03, 1.71, 1.56, 73.44, 0.58, 11.62, 0.0, 0.0, 5),\n",
       " (67, 1.52152, 13.05, 3.65, 0.87, 72.22, 0.19, 9.85, 0.0, 0.17, 1),\n",
       " (68, 1.52152, 13.05, 3.65, 0.87, 72.32, 0.19, 9.85, 0.0, 0.17, 1),\n",
       " (69, 1.52152, 13.12, 3.58, 0.9, 72.2, 0.23, 9.82, 0.0, 0.16, 1),\n",
       " (166, 1.52171, 11.56, 1.88, 1.56, 72.86, 0.47, 11.41, 0.0, 0.0, 5),\n",
       " (63, 1.52172, 13.51, 3.86, 0.88, 71.79, 0.23, 9.54, 0.0, 0.11, 1),\n",
       " (65, 1.52172, 13.48, 3.74, 0.9, 72.01, 0.18, 9.61, 0.0, 0.07, 1),\n",
       " (125, 1.52177, 13.2, 3.68, 1.15, 72.75, 0.54, 8.52, 0.0, 0.0, 2),\n",
       " (131, 1.52177, 13.75, 1.01, 1.36, 72.19, 0.33, 11.14, 0.0, 0.0, 2),\n",
       " (18, 1.52196, 14.36, 3.85, 0.89, 71.36, 0.15, 9.15, 0.0, 0.0, 1),\n",
       " (44, 1.5221, 13.73, 3.84, 0.72, 71.76, 0.17, 9.74, 0.0, 0.0, 1),\n",
       " (163, 1.52211, 14.19, 3.78, 0.91, 71.36, 0.23, 9.14, 0.0, 0.37, 3),\n",
       " (39, 1.52213, 14.21, 3.82, 0.47, 71.77, 0.11, 9.57, 0.0, 0.0, 1),\n",
       " (40, 1.52213, 14.21, 3.82, 0.47, 71.77, 0.11, 9.57, 0.0, 0.0, 1),\n",
       " (109, 1.52222, 14.43, 0.0, 1.0, 72.67, 0.1, 11.52, 0.0, 0.08, 2),\n",
       " (49, 1.52223, 13.21, 3.77, 0.79, 71.99, 0.13, 10.02, 0.0, 0.0, 1),\n",
       " (64, 1.52227, 14.17, 3.81, 0.78, 71.35, 0.0, 9.69, 0.0, 0.0, 1),\n",
       " (189, 1.52247, 14.86, 2.2, 2.06, 70.26, 0.76, 9.76, 0.0, 0.0, 7),\n",
       " (70, 1.523, 13.31, 3.58, 0.82, 71.99, 0.12, 10.17, 0.0, 0.03, 1),\n",
       " (188, 1.52315, 13.44, 3.34, 1.23, 72.38, 0.6, 8.83, 0.0, 0.0, 7),\n",
       " (51, 1.5232, 13.72, 3.72, 0.51, 71.75, 0.09, 10.06, 0.0, 0.16, 1),\n",
       " (190, 1.52365, 15.79, 1.83, 1.31, 70.43, 0.31, 8.61, 1.68, 0.0, 7),\n",
       " (171, 1.52369, 13.44, 0.0, 1.58, 72.22, 0.32, 12.24, 0.0, 0.0, 5),\n",
       " (105, 1.5241, 13.83, 2.9, 1.17, 71.15, 0.08, 10.79, 0.0, 0.0, 2),\n",
       " (106, 1.52475, 11.45, 0.0, 1.88, 72.19, 0.81, 13.24, 0.0, 0.34, 2),\n",
       " (132, 1.52614, 13.7, 0.0, 1.36, 71.24, 0.19, 13.44, 0.0, 0.1, 2),\n",
       " (111, 1.52664, 11.23, 0.0, 0.77, 73.21, 0.0, 14.68, 0.0, 0.0, 2),\n",
       " (48, 1.52667, 13.99, 3.7, 0.71, 71.57, 0.02, 9.82, 0.0, 0.1, 1),\n",
       " (104, 1.52725, 13.8, 3.15, 0.66, 70.57, 0.08, 11.64, 0.0, 0.0, 2),\n",
       " (112, 1.52739, 11.02, 0.0, 0.75, 73.08, 0.0, 14.96, 0.0, 0.0, 2),\n",
       " (113, 1.52777, 12.64, 0.0, 0.67, 72.02, 0.06, 14.4, 0.0, 0.0, 2),\n",
       " (107, 1.53125, 10.73, 0.0, 2.1, 69.81, 0.58, 13.3, 3.15, 0.28, 2),\n",
       " (108, 1.53393, 12.3, 0.0, 1.0, 70.16, 0.12, 16.19, 0.0, 0.24, 2)]"
      ]
     },
     "execution_count": 22,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 23,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select * from (select * from testineuron.glassdata  where col1 > 112) as sudh  where col11 = 3\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 26,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(147, 1.51769, 13.65, 3.66, 1.11, 72.77, 0.11, 8.6, 0.0, 0.0, 3),\n",
       " (148, 1.5161, 13.33, 3.53, 1.34, 72.67, 0.56, 8.33, 0.0, 0.0, 3),\n",
       " (149, 1.5167, 13.24, 3.57, 1.38, 72.7, 0.56, 8.44, 0.0, 0.1, 3),\n",
       " (150, 1.51643, 12.16, 3.52, 1.35, 72.89, 0.57, 8.53, 0.0, 0.0, 3),\n",
       " (151, 1.51665, 13.14, 3.45, 1.76, 72.48, 0.6, 8.38, 0.0, 0.17, 3),\n",
       " (152, 1.52127, 14.32, 3.9, 0.83, 71.5, 0.0, 9.49, 0.0, 0.0, 3),\n",
       " (153, 1.51779, 13.64, 3.65, 0.65, 73.0, 0.06, 8.93, 0.0, 0.0, 3),\n",
       " (154, 1.5161, 13.42, 3.4, 1.22, 72.69, 0.59, 8.32, 0.0, 0.0, 3),\n",
       " (155, 1.51694, 12.86, 3.58, 1.31, 72.61, 0.61, 8.79, 0.0, 0.0, 3),\n",
       " (156, 1.51646, 13.04, 3.4, 1.26, 73.01, 0.52, 8.58, 0.0, 0.0, 3),\n",
       " (157, 1.51655, 13.41, 3.39, 1.28, 72.64, 0.52, 8.65, 0.0, 0.0, 3),\n",
       " (158, 1.52121, 14.03, 3.76, 0.58, 71.79, 0.11, 9.65, 0.0, 0.0, 3),\n",
       " (159, 1.51776, 13.53, 3.41, 1.52, 72.04, 0.58, 8.79, 0.0, 0.0, 3),\n",
       " (160, 1.51796, 13.5, 3.36, 1.63, 71.94, 0.57, 8.81, 0.0, 0.09, 3),\n",
       " (161, 1.51832, 13.33, 3.34, 1.54, 72.14, 0.56, 8.99, 0.0, 0.0, 3),\n",
       " (162, 1.51934, 13.64, 3.54, 0.75, 72.65, 0.16, 8.89, 0.15, 0.24, 3),\n",
       " (163, 1.52211, 14.19, 3.78, 0.91, 71.36, 0.23, 9.14, 0.0, 0.37, 3)]"
      ]
     },
     "execution_count": 26,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 31,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select * from testineuron.glassdata \")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 32,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(1, 1.52101, 13.64, 4.49, 1.1, 71.78, 0.06, 8.75, 0.0, 0.0, 1),\n",
       " (1, 1.52101, 13.64, 4.49, 1.1, 71.78, 0.06, 8.75, 0.0, 0.0, 1),\n",
       " (2, 1.51761, 13.89, 3.6, 1.36, 72.73, 0.48, 7.83, 0.0, 0.0, 1),\n",
       " (3, 1.51618, 13.53, 3.55, 1.54, 72.99, 0.39, 7.78, 0.0, 0.0, 1),\n",
       " (5, 1.51742, 13.27, 3.62, 1.24, 73.08, 0.55, 8.07, 0.0, 0.0, 1),\n",
       " (6, 1.51596, 12.79, 3.61, 1.62, 72.97, 0.64, 8.07, 0.0, 0.26, 1),\n",
       " (7, 1.51743, 13.3, 3.6, 1.14, 73.09, 0.58, 8.17, 0.0, 0.0, 1),\n",
       " (8, 1.51756, 13.15, 3.61, 1.05, 73.24, 0.57, 8.24, 0.0, 0.0, 1),\n",
       " (9, 1.51918, 14.04, 3.58, 1.37, 72.08, 0.56, 8.3, 0.0, 0.0, 1),\n",
       " (10, 1.51755, 13.0, 3.6, 1.36, 72.99, 0.57, 8.4, 0.0, 0.11, 1),\n",
       " (11, 1.51571, 12.72, 3.46, 1.56, 73.2, 0.67, 8.09, 0.0, 0.24, 1),\n",
       " (12, 1.51763, 12.8, 3.66, 1.27, 73.01, 0.6, 8.56, 0.0, 0.0, 1),\n",
       " (13, 1.51589, 12.88, 3.43, 1.4, 73.28, 0.69, 8.05, 0.0, 0.24, 1),\n",
       " (14, 1.51748, 12.86, 3.56, 1.27, 73.21, 0.54, 8.38, 0.0, 0.17, 1),\n",
       " (15, 1.51763, 12.61, 3.59, 1.31, 73.29, 0.58, 8.5, 0.0, 0.0, 1),\n",
       " (16, 1.51761, 12.81, 3.54, 1.23, 73.24, 0.58, 8.39, 0.0, 0.0, 1),\n",
       " (17, 1.51784, 12.68, 3.67, 1.16, 73.11, 0.61, 8.7, 0.0, 0.0, 1),\n",
       " (18, 1.52196, 14.36, 3.85, 0.89, 71.36, 0.15, 9.15, 0.0, 0.0, 1),\n",
       " (19, 1.51911, 13.9, 3.73, 1.18, 72.12, 0.06, 8.89, 0.0, 0.0, 1),\n",
       " (20, 1.51735, 13.02, 3.54, 1.69, 72.73, 0.54, 8.44, 0.0, 0.07, 1),\n",
       " (21, 1.5175, 12.82, 3.55, 1.49, 72.75, 0.54, 8.52, 0.0, 0.19, 1),\n",
       " (22, 1.51966, 14.77, 3.75, 0.29, 72.02, 0.03, 9.0, 0.0, 0.0, 1),\n",
       " (23, 1.51736, 12.78, 3.62, 1.29, 72.79, 0.59, 8.7, 0.0, 0.0, 1),\n",
       " (24, 1.51751, 12.81, 3.57, 1.35, 73.02, 0.62, 8.59, 0.0, 0.0, 1),\n",
       " (25, 1.5172, 13.38, 3.5, 1.15, 72.85, 0.5, 8.43, 0.0, 0.0, 1),\n",
       " (26, 1.51764, 12.98, 3.54, 1.21, 73.0, 0.65, 8.53, 0.0, 0.0, 1),\n",
       " (27, 1.51793, 13.21, 3.48, 1.41, 72.64, 0.59, 8.43, 0.0, 0.0, 1),\n",
       " (28, 1.51721, 12.87, 3.48, 1.33, 73.04, 0.56, 8.43, 0.0, 0.0, 1),\n",
       " (29, 1.51768, 12.56, 3.52, 1.43, 73.15, 0.57, 8.54, 0.0, 0.0, 1),\n",
       " (30, 1.51784, 13.08, 3.49, 1.28, 72.86, 0.6, 8.49, 0.0, 0.0, 1),\n",
       " (31, 1.51768, 12.65, 3.56, 1.3, 73.08, 0.61, 8.69, 0.0, 0.14, 1),\n",
       " (32, 1.51747, 12.84, 3.5, 1.14, 73.27, 0.56, 8.55, 0.0, 0.0, 1),\n",
       " (33, 1.51775, 12.85, 3.48, 1.23, 72.97, 0.61, 8.56, 0.09, 0.22, 1),\n",
       " (34, 1.51753, 12.57, 3.47, 1.38, 73.39, 0.6, 8.55, 0.0, 0.06, 1),\n",
       " (35, 1.51783, 12.69, 3.54, 1.34, 72.95, 0.57, 8.75, 0.0, 0.0, 1),\n",
       " (36, 1.51567, 13.29, 3.45, 1.21, 72.74, 0.56, 8.57, 0.0, 0.0, 1),\n",
       " (37, 1.51909, 13.89, 3.53, 1.32, 71.81, 0.51, 8.78, 0.11, 0.0, 1),\n",
       " (38, 1.51797, 12.74, 3.48, 1.35, 72.96, 0.64, 8.68, 0.0, 0.0, 1),\n",
       " (39, 1.52213, 14.21, 3.82, 0.47, 71.77, 0.11, 9.57, 0.0, 0.0, 1),\n",
       " (40, 1.52213, 14.21, 3.82, 0.47, 71.77, 0.11, 9.57, 0.0, 0.0, 1),\n",
       " (41, 1.51793, 12.79, 3.5, 1.12, 73.03, 0.64, 8.77, 0.0, 0.0, 1),\n",
       " (42, 1.51755, 12.71, 3.42, 1.2, 73.2, 0.59, 8.64, 0.0, 0.0, 1),\n",
       " (43, 1.51779, 13.21, 3.39, 1.33, 72.76, 0.59, 8.59, 0.0, 0.0, 1),\n",
       " (44, 1.5221, 13.73, 3.84, 0.72, 71.76, 0.17, 9.74, 0.0, 0.0, 1),\n",
       " (45, 1.51786, 12.73, 3.43, 1.19, 72.95, 0.62, 8.76, 0.0, 0.3, 1),\n",
       " (46, 1.519, 13.49, 3.48, 1.35, 71.95, 0.55, 9.0, 0.0, 0.0, 1),\n",
       " (47, 1.51869, 13.19, 3.37, 1.18, 72.72, 0.57, 8.83, 0.0, 0.16, 1),\n",
       " (48, 1.52667, 13.99, 3.7, 0.71, 71.57, 0.02, 9.82, 0.0, 0.1, 1),\n",
       " (49, 1.52223, 13.21, 3.77, 0.79, 71.99, 0.13, 10.02, 0.0, 0.0, 1),\n",
       " (50, 1.51898, 13.58, 3.35, 1.23, 72.08, 0.59, 8.91, 0.0, 0.0, 1),\n",
       " (51, 1.5232, 13.72, 3.72, 0.51, 71.75, 0.09, 10.06, 0.0, 0.16, 1),\n",
       " (52, 1.51926, 13.2, 3.33, 1.28, 72.36, 0.6, 9.14, 0.0, 0.11, 1),\n",
       " (53, 1.51808, 13.43, 2.87, 1.19, 72.84, 0.55, 9.03, 0.0, 0.0, 1),\n",
       " (54, 1.51837, 13.14, 2.84, 1.28, 72.85, 0.55, 9.07, 0.0, 0.0, 1),\n",
       " (55, 1.51778, 13.21, 2.81, 1.29, 72.98, 0.51, 9.02, 0.0, 0.09, 1),\n",
       " (56, 1.51769, 12.45, 2.71, 1.29, 73.7, 0.56, 9.06, 0.0, 0.24, 1),\n",
       " (57, 1.51215, 12.99, 3.47, 1.12, 72.98, 0.62, 8.35, 0.0, 0.31, 1),\n",
       " (58, 1.51824, 12.87, 3.48, 1.29, 72.95, 0.6, 8.43, 0.0, 0.0, 1),\n",
       " (59, 1.51754, 13.48, 3.74, 1.17, 72.99, 0.59, 8.03, 0.0, 0.0, 1),\n",
       " (60, 1.51754, 13.39, 3.66, 1.19, 72.79, 0.57, 8.27, 0.0, 0.11, 1),\n",
       " (61, 1.51905, 13.6, 3.62, 1.11, 72.64, 0.14, 8.76, 0.0, 0.0, 1),\n",
       " (62, 1.51977, 13.81, 3.58, 1.32, 71.72, 0.12, 8.67, 0.69, 0.0, 1),\n",
       " (63, 1.52172, 13.51, 3.86, 0.88, 71.79, 0.23, 9.54, 0.0, 0.11, 1),\n",
       " (64, 1.52227, 14.17, 3.81, 0.78, 71.35, 0.0, 9.69, 0.0, 0.0, 1),\n",
       " (65, 1.52172, 13.48, 3.74, 0.9, 72.01, 0.18, 9.61, 0.0, 0.07, 1),\n",
       " (66, 1.52099, 13.69, 3.59, 1.12, 71.96, 0.09, 9.4, 0.0, 0.0, 1),\n",
       " (67, 1.52152, 13.05, 3.65, 0.87, 72.22, 0.19, 9.85, 0.0, 0.17, 1),\n",
       " (68, 1.52152, 13.05, 3.65, 0.87, 72.32, 0.19, 9.85, 0.0, 0.17, 1),\n",
       " (69, 1.52152, 13.12, 3.58, 0.9, 72.2, 0.23, 9.82, 0.0, 0.16, 1),\n",
       " (70, 1.523, 13.31, 3.58, 0.82, 71.99, 0.12, 10.17, 0.0, 0.03, 1),\n",
       " (71, 1.51574, 14.86, 3.67, 1.74, 71.87, 0.16, 7.36, 0.0, 0.12, 2),\n",
       " (72, 1.51848, 13.64, 3.87, 1.27, 71.96, 0.54, 8.32, 0.0, 0.32, 2),\n",
       " (73, 1.51593, 13.09, 3.59, 1.52, 73.1, 0.67, 7.83, 0.0, 0.0, 2),\n",
       " (74, 1.51631, 13.34, 3.57, 1.57, 72.87, 0.61, 7.89, 0.0, 0.0, 2),\n",
       " (75, 1.51596, 13.02, 3.56, 1.54, 73.11, 0.72, 7.9, 0.0, 0.0, 2),\n",
       " (76, 1.5159, 13.02, 3.58, 1.51, 73.12, 0.69, 7.96, 0.0, 0.0, 2),\n",
       " (77, 1.51645, 13.44, 3.61, 1.54, 72.39, 0.66, 8.03, 0.0, 0.0, 2),\n",
       " (78, 1.51627, 13.0, 3.58, 1.54, 72.83, 0.61, 8.04, 0.0, 0.0, 2),\n",
       " (79, 1.51613, 13.92, 3.52, 1.25, 72.88, 0.37, 7.94, 0.0, 0.14, 2),\n",
       " (80, 1.5159, 12.82, 3.52, 1.9, 72.86, 0.69, 7.97, 0.0, 0.0, 2),\n",
       " (81, 1.51592, 12.86, 3.52, 2.12, 72.66, 0.69, 7.97, 0.0, 0.0, 2),\n",
       " (82, 1.51593, 13.25, 3.45, 1.43, 73.17, 0.61, 7.86, 0.0, 0.0, 2),\n",
       " (83, 1.51646, 13.41, 3.55, 1.25, 72.81, 0.68, 8.1, 0.0, 0.0, 2),\n",
       " (84, 1.51594, 13.09, 3.52, 1.55, 72.87, 0.68, 8.05, 0.0, 0.09, 2),\n",
       " (85, 1.51409, 14.25, 3.09, 2.08, 72.28, 1.1, 7.08, 0.0, 0.0, 2),\n",
       " (86, 1.51625, 13.36, 3.58, 1.49, 72.72, 0.45, 8.21, 0.0, 0.0, 2),\n",
       " (87, 1.51569, 13.24, 3.49, 1.47, 73.25, 0.38, 8.03, 0.0, 0.0, 2),\n",
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       " (106, 1.52475, 11.45, 0.0, 1.88, 72.19, 0.81, 13.24, 0.0, 0.34, 2),\n",
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       " (116, 1.51846, 13.41, 3.89, 1.33, 72.38, 0.51, 8.28, 0.0, 0.0, 2),\n",
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       " (163, 1.52211, 14.19, 3.78, 0.91, 71.36, 0.23, 9.14, 0.0, 0.37, 3),\n",
       " (164, 1.51514, 14.01, 2.68, 3.5, 69.89, 1.68, 5.87, 2.2, 0.0, 5),\n",
       " (165, 1.51915, 12.73, 1.85, 1.86, 72.69, 0.6, 10.09, 0.0, 0.0, 5),\n",
       " (166, 1.52171, 11.56, 1.88, 1.56, 72.86, 0.47, 11.41, 0.0, 0.0, 5),\n",
       " (167, 1.52151, 11.03, 1.71, 1.56, 73.44, 0.58, 11.62, 0.0, 0.0, 5),\n",
       " (168, 1.51969, 12.64, 0.0, 1.65, 73.75, 0.38, 11.53, 0.0, 0.0, 5),\n",
       " (169, 1.51666, 12.86, 0.0, 1.83, 73.88, 0.97, 10.17, 0.0, 0.0, 5),\n",
       " (170, 1.51994, 13.27, 0.0, 1.76, 73.03, 0.47, 11.32, 0.0, 0.0, 5),\n",
       " (171, 1.52369, 13.44, 0.0, 1.58, 72.22, 0.32, 12.24, 0.0, 0.0, 5),\n",
       " (172, 1.51316, 13.02, 0.0, 3.04, 70.48, 6.21, 6.96, 0.0, 0.0, 5),\n",
       " (173, 1.51321, 13.0, 0.0, 3.02, 70.7, 6.21, 6.93, 0.0, 0.0, 5),\n",
       " (174, 1.52043, 13.38, 0.0, 1.4, 72.25, 0.33, 12.5, 0.0, 0.0, 5),\n",
       " (175, 1.52058, 12.85, 1.61, 2.17, 72.18, 0.76, 9.7, 0.24, 0.51, 5),\n",
       " (176, 1.52119, 12.97, 0.33, 1.51, 73.39, 0.13, 11.27, 0.0, 0.28, 5),\n",
       " (177, 1.51905, 14.0, 2.39, 1.56, 72.37, 0.0, 9.57, 0.0, 0.0, 6),\n",
       " (178, 1.51937, 13.79, 2.41, 1.19, 72.76, 0.0, 9.77, 0.0, 0.0, 6),\n",
       " (179, 1.51829, 14.46, 2.24, 1.62, 72.38, 0.0, 9.26, 0.0, 0.0, 6),\n",
       " (180, 1.51852, 14.09, 2.19, 1.66, 72.67, 0.0, 9.32, 0.0, 0.0, 6),\n",
       " (181, 1.51299, 14.4, 1.74, 1.54, 74.55, 0.0, 7.59, 0.0, 0.0, 6),\n",
       " (182, 1.51888, 14.99, 0.78, 1.74, 72.5, 0.0, 9.95, 0.0, 0.0, 6),\n",
       " (183, 1.51916, 14.15, 0.0, 2.09, 72.74, 0.0, 10.88, 0.0, 0.0, 6),\n",
       " (184, 1.51969, 14.56, 0.0, 0.56, 73.48, 0.0, 11.22, 0.0, 0.0, 6),\n",
       " (185, 1.51115, 17.38, 0.0, 0.34, 75.41, 0.0, 6.65, 0.0, 0.0, 6),\n",
       " (186, 1.51131, 13.69, 3.2, 1.81, 72.81, 1.76, 5.43, 1.19, 0.0, 7),\n",
       " (187, 1.51838, 14.32, 3.26, 2.22, 71.25, 1.46, 5.79, 1.63, 0.0, 7),\n",
       " (188, 1.52315, 13.44, 3.34, 1.23, 72.38, 0.6, 8.83, 0.0, 0.0, 7),\n",
       " (189, 1.52247, 14.86, 2.2, 2.06, 70.26, 0.76, 9.76, 0.0, 0.0, 7),\n",
       " (190, 1.52365, 15.79, 1.83, 1.31, 70.43, 0.31, 8.61, 1.68, 0.0, 7),\n",
       " (191, 1.51613, 13.88, 1.78, 1.79, 73.1, 0.0, 8.67, 0.76, 0.0, 7),\n",
       " (192, 1.51602, 14.85, 0.0, 2.38, 73.28, 0.0, 8.76, 0.64, 0.09, 7),\n",
       " (193, 1.51623, 14.2, 0.0, 2.79, 73.46, 0.04, 9.04, 0.4, 0.09, 7),\n",
       " (194, 1.51719, 14.75, 0.0, 2.0, 73.02, 0.0, 8.53, 1.59, 0.08, 7),\n",
       " (195, 1.51683, 14.56, 0.0, 1.98, 73.29, 0.0, 8.52, 1.57, 0.07, 7),\n",
       " (196, 1.51545, 14.14, 0.0, 2.68, 73.39, 0.08, 9.07, 0.61, 0.05, 7),\n",
       " (197, 1.51556, 13.87, 0.0, 2.54, 73.23, 0.14, 9.41, 0.81, 0.01, 7),\n",
       " (198, 1.51727, 14.7, 0.0, 2.34, 73.28, 0.0, 8.95, 0.66, 0.0, 7),\n",
       " (199, 1.51531, 14.38, 0.0, 2.66, 73.1, 0.04, 9.08, 0.64, 0.0, 7),\n",
       " (200, 1.51609, 15.01, 0.0, 2.51, 73.05, 0.05, 8.83, 0.53, 0.0, 7),\n",
       " (201, 1.51508, 15.15, 0.0, 2.25, 73.5, 0.0, 8.34, 0.63, 0.0, 7),\n",
       " (202, 1.51653, 11.95, 0.0, 1.19, 75.18, 2.7, 8.93, 0.0, 0.0, 7),\n",
       " (203, 1.51514, 14.85, 0.0, 2.42, 73.72, 0.0, 8.39, 0.56, 0.0, 7),\n",
       " (204, 1.51658, 14.8, 0.0, 1.99, 73.11, 0.0, 8.28, 1.71, 0.0, 7),\n",
       " (205, 1.51617, 14.95, 0.0, 2.27, 73.3, 0.0, 8.71, 0.67, 0.0, 7),\n",
       " (206, 1.51732, 14.95, 0.0, 1.8, 72.99, 0.0, 8.61, 1.55, 0.0, 7),\n",
       " (207, 1.51645, 14.94, 0.0, 1.87, 73.11, 0.0, 8.67, 1.38, 0.0, 7),\n",
       " (208, 1.51831, 14.39, 0.0, 1.82, 72.86, 1.41, 6.47, 2.88, 0.0, 7),\n",
       " (209, 1.5164, 14.37, 0.0, 2.74, 72.85, 0.0, 9.45, 0.54, 0.0, 7),\n",
       " (210, 1.51623, 14.14, 0.0, 2.88, 72.61, 0.08, 9.18, 1.06, 0.0, 7),\n",
       " (211, 1.51685, 14.92, 0.0, 1.99, 73.06, 0.0, 8.4, 1.59, 0.0, 7),\n",
       " (212, 1.52065, 14.36, 0.0, 2.02, 73.42, 0.0, 8.44, 1.64, 0.0, 7),\n",
       " (213, 1.51651, 14.38, 0.0, 1.94, 73.61, 0.0, 8.48, 1.57, 0.0, 7),\n",
       " (214, 1.51711, 14.23, 0.0, 2.08, 73.36, 0.0, 8.62, 1.67, 0.0, 7)]"
      ]
     },
     "execution_count": 32,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 34,
   "metadata": {},
   "outputs": [
    {
     "ename": "DatabaseError",
     "evalue": "1111 (HY000): Invalid use of group function",
     "output_type": "error",
     "traceback": [
      "\u001b[1;31m---------------------------------------------------------------------------\u001b[0m",
      "\u001b[1;31mMySQLInterfaceError\u001b[0m                       Traceback (most recent call last)",
      "File \u001b[1;32mc:\\Users\\nayak\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\mysql\\connector\\connection_cext.py:535\u001b[0m, in \u001b[0;36mCMySQLConnection.cmd_query\u001b[1;34m(self, query, raw, buffered, raw_as_string)\u001b[0m\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/connection_cext.py?line=533'>534</a>\u001b[0m         query \u001b[39m=\u001b[39m query\u001b[39m.\u001b[39mencode(\u001b[39m'\u001b[39m\u001b[39mutf-8\u001b[39m\u001b[39m'\u001b[39m)\n\u001b[1;32m--> <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/connection_cext.py?line=534'>535</a>\u001b[0m     \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_cmysql\u001b[39m.\u001b[39;49mquery(query,\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/connection_cext.py?line=535'>536</a>\u001b[0m                        raw\u001b[39m=\u001b[39;49mraw, buffered\u001b[39m=\u001b[39;49mbuffered,\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/connection_cext.py?line=536'>537</a>\u001b[0m                        raw_as_string\u001b[39m=\u001b[39;49mraw_as_string,\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/connection_cext.py?line=537'>538</a>\u001b[0m                        query_attrs\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_query_attrs)\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/connection_cext.py?line=538'>539</a>\u001b[0m \u001b[39mexcept\u001b[39;00m MySQLInterfaceError \u001b[39mas\u001b[39;00m exc:\n",
      "\u001b[1;31mMySQLInterfaceError\u001b[0m: Invalid use of group function",
      "\nDuring handling of the above exception, another exception occurred:\n",
      "\u001b[1;31mDatabaseError\u001b[0m                             Traceback (most recent call last)",
      "\u001b[1;32mc:\\Users\\nayak\\Desktop\\SelfProject\\iNeuron\\Python\\026.sql day 2.ipynb Cell 55'\u001b[0m in \u001b[0;36m<cell line: 1>\u001b[1;34m()\u001b[0m\n\u001b[1;32m----> <a href='vscode-notebook-cell:/c%3A/Users/nayak/Desktop/SelfProject/iNeuron/Python/026.sql%20day%202.ipynb#ch0000054?line=0'>1</a>\u001b[0m cursor\u001b[39m.\u001b[39;49mexecute(\u001b[39m\"\u001b[39;49m\u001b[39mselect * from testineuron.glassdata where count(col1) > 2\u001b[39;49m\u001b[39m\"\u001b[39;49m)\n",
      "File \u001b[1;32mc:\\Users\\nayak\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\mysql\\connector\\cursor_cext.py:269\u001b[0m, in \u001b[0;36mCMySQLCursor.execute\u001b[1;34m(self, operation, params, multi)\u001b[0m\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/cursor_cext.py?line=264'>265</a>\u001b[0m             \u001b[39mraise\u001b[39;00m errors\u001b[39m.\u001b[39mProgrammingError(\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/cursor_cext.py?line=265'>266</a>\u001b[0m                 \u001b[39m\"\u001b[39m\u001b[39mNot all parameters were used in the SQL statement\u001b[39m\u001b[39m\"\u001b[39m)\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/cursor_cext.py?line=267'>268</a>\u001b[0m \u001b[39mtry\u001b[39;00m:\n\u001b[1;32m--> <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/cursor_cext.py?line=268'>269</a>\u001b[0m     result \u001b[39m=\u001b[39m \u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_cnx\u001b[39m.\u001b[39;49mcmd_query(stmt, raw\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_raw,\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/cursor_cext.py?line=269'>270</a>\u001b[0m                                  buffered\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_buffered,\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/cursor_cext.py?line=270'>271</a>\u001b[0m                                  raw_as_string\u001b[39m=\u001b[39;49m\u001b[39mself\u001b[39;49m\u001b[39m.\u001b[39;49m_raw_as_string)\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/cursor_cext.py?line=271'>272</a>\u001b[0m \u001b[39mexcept\u001b[39;00m MySQLInterfaceError \u001b[39mas\u001b[39;00m exc:\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/cursor_cext.py?line=272'>273</a>\u001b[0m     \u001b[39mraise\u001b[39;00m errors\u001b[39m.\u001b[39mget_mysql_exception(msg\u001b[39m=\u001b[39mexc\u001b[39m.\u001b[39mmsg, errno\u001b[39m=\u001b[39mexc\u001b[39m.\u001b[39merrno,\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/cursor_cext.py?line=273'>274</a>\u001b[0m                                      sqlstate\u001b[39m=\u001b[39mexc\u001b[39m.\u001b[39msqlstate)\n",
      "File \u001b[1;32mc:\\Users\\nayak\\AppData\\Local\\Programs\\Python\\Python310\\lib\\site-packages\\mysql\\connector\\connection_cext.py:540\u001b[0m, in \u001b[0;36mCMySQLConnection.cmd_query\u001b[1;34m(self, query, raw, buffered, raw_as_string)\u001b[0m\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/connection_cext.py?line=534'>535</a>\u001b[0m     \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_cmysql\u001b[39m.\u001b[39mquery(query,\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/connection_cext.py?line=535'>536</a>\u001b[0m                        raw\u001b[39m=\u001b[39mraw, buffered\u001b[39m=\u001b[39mbuffered,\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/connection_cext.py?line=536'>537</a>\u001b[0m                        raw_as_string\u001b[39m=\u001b[39mraw_as_string,\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/connection_cext.py?line=537'>538</a>\u001b[0m                        query_attrs\u001b[39m=\u001b[39m\u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_query_attrs)\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/connection_cext.py?line=538'>539</a>\u001b[0m \u001b[39mexcept\u001b[39;00m MySQLInterfaceError \u001b[39mas\u001b[39;00m exc:\n\u001b[1;32m--> <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/connection_cext.py?line=539'>540</a>\u001b[0m     \u001b[39mraise\u001b[39;00m errors\u001b[39m.\u001b[39mget_mysql_exception(exc\u001b[39m.\u001b[39merrno, msg\u001b[39m=\u001b[39mexc\u001b[39m.\u001b[39mmsg,\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/connection_cext.py?line=540'>541</a>\u001b[0m                                      sqlstate\u001b[39m=\u001b[39mexc\u001b[39m.\u001b[39msqlstate)\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/connection_cext.py?line=541'>542</a>\u001b[0m \u001b[39mexcept\u001b[39;00m \u001b[39mAttributeError\u001b[39;00m:\n\u001b[0;32m    <a href='file:///c%3A/Users/nayak/AppData/Local/Programs/Python/Python310/lib/site-packages/mysql/connector/connection_cext.py?line=542'>543</a>\u001b[0m     \u001b[39mif\u001b[39;00m \u001b[39mself\u001b[39m\u001b[39m.\u001b[39m_unix_socket:\n",
      "\u001b[1;31mDatabaseError\u001b[0m: 1111 (HY000): Invalid use of group function"
     ]
    }
   ],
   "source": [
    "cursor.execute(\"select * from testineuron.glassdata where count(col1) > 2\")\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "select * from db.table where count(col1) > 1 group by col1\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 35,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select * from testineuron.glassdata group by col1 having count(col1) > 1\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 36,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(1, 1.52101, 13.64, 4.49, 1.1, 71.78, 0.06, 8.75, 0.0, 0.0, 1)]"
      ]
     },
     "execution_count": 36,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 37,
   "metadata": {},
   "outputs": [],
   "source": [
    "cursor.execute(\"select * from testineuron.glassdata where col1 = 6\")"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 38,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[(6, 1.51596, 12.79, 3.61, 1.62, 72.97, 0.64, 8.07, 0.0, 0.26, 1)]"
      ]
     },
     "execution_count": 38,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "cursor.fetchall()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": [
    "1 . take a data set from attached URL https://archive.ics.uci.edu/ml/datasets/Car+Evaluation\n",
    "2 . create a database called as cardataset\n",
    "3 . create a table called as car with a column name given in dataset description\n",
    "4 . Dump all the data into car table \n",
    "5 . try to check weather all the data is aviable inside your table or not \n",
    "6 . try to group all the data with COL1 AND count occurences of each and every record based on col1 value \n",
    "7 . Try to filter a record where col 3 value will be 4 .\n",
    "8.  Try to update a col 3 value with 8 whereever you have value equal to 2 \n",
    "9 . try to delete table \n",
    "10 .   Try to delete database"
   ]
  }
 ],
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