diff --git a/your-code/.ipynb_checkpoints/main-checkpoint.ipynb b/your-code/.ipynb_checkpoints/main-checkpoint.ipynb
new file mode 100644
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+++ b/your-code/.ipynb_checkpoints/main-checkpoint.ipynb
@@ -0,0 +1,1440 @@
+{
+ "cells": [
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "# List Comprehensions Lab\n",
+    "\n",
+    "Complete the following set of exercises to solidify your knowledge of list comprehensions."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 1,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import os\n",
+    "import numpy as np\n",
+    "import pandas as pd"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 1. Use a list comprehension to create and print a list of consecutive integers starting with 1 and ending with 50."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 2,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50]\n"
+     ]
+    }
+   ],
+   "source": [
+    "consecutive_integers = [i for i in range(1,51)]\n",
+    "print(consecutive_integers)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 2. Use a list comprehension to create and print a list of even numbers starting with 2 and ending with 200."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 3,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40, 42, 44, 46, 48, 50, 52, 54, 56, 58, 60, 62, 64, 66, 68, 70, 72, 74, 76, 78, 80, 82, 84, 86, 88, 90, 92, 94, 96, 98, 100, 102, 104, 106, 108, 110, 112, 114, 116, 118, 120, 122, 124, 126, 128, 130, 132, 134, 136, 138, 140, 142, 144, 146, 148, 150, 152, 154, 156, 158, 160, 162, 164, 166, 168, 170, 172, 174, 176, 178, 180, 182, 184, 186, 188, 190, 192, 194, 196, 198, 200]\n"
+     ]
+    }
+   ],
+   "source": [
+    "even_numbers = [i for i in range(2,201,2)]\n",
+    "print(even_numbers)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 3. Use a list comprehension to create and print a list containing all elements of the 10 x 4 Numpy array below."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 4,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "a = np.array([[0.84062117, 0.48006452, 0.7876326 , 0.77109654],\n",
+    "       [0.44409793, 0.09014516, 0.81835917, 0.87645456],\n",
+    "       [0.7066597 , 0.09610873, 0.41247947, 0.57433389],\n",
+    "       [0.29960807, 0.42315023, 0.34452557, 0.4751035 ],\n",
+    "       [0.17003563, 0.46843998, 0.92796258, 0.69814654],\n",
+    "       [0.41290051, 0.19561071, 0.16284783, 0.97016248],\n",
+    "       [0.71725408, 0.87702738, 0.31244595, 0.76615487],\n",
+    "       [0.20754036, 0.57871812, 0.07214068, 0.40356048],\n",
+    "       [0.12149553, 0.53222417, 0.9976855 , 0.12536346],\n",
+    "       [0.80930099, 0.50962849, 0.94555126, 0.33364763]])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 5,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.84062117, 0.48006452, 0.7876326, 0.77109654, 0.44409793, 0.09014516, 0.81835917, 0.87645456, 0.7066597, 0.09610873, 0.41247947, 0.57433389, 0.29960807, 0.42315023, 0.34452557, 0.4751035, 0.17003563, 0.46843998, 0.92796258, 0.69814654, 0.41290051, 0.19561071, 0.16284783, 0.97016248, 0.71725408, 0.87702738, 0.31244595, 0.76615487, 0.20754036, 0.57871812, 0.07214068, 0.40356048, 0.12149553, 0.53222417, 0.9976855, 0.12536346, 0.80930099, 0.50962849, 0.94555126, 0.33364763]\n"
+     ]
+    }
+   ],
+   "source": [
+    "matrix_elements = [value for lista in a for value in lista]\n",
+    "print(matrix_elements)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 4. Add a condition to the list comprehension above so that only values greater than or equal to 0.5 are printed."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 6,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.84062117, 0.7876326, 0.77109654, 0.81835917, 0.87645456, 0.7066597, 0.57433389, 0.92796258, 0.69814654, 0.97016248, 0.71725408, 0.87702738, 0.76615487, 0.57871812, 0.53222417, 0.9976855, 0.80930099, 0.50962849, 0.94555126]\n"
+     ]
+    }
+   ],
+   "source": [
+    "matrix_elements = [value for lista in a for value in lista if value > 0.5]\n",
+    "print(matrix_elements)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 5. Use a list comprehension to create and print a list containing all elements of the 5 x 2 x 3 Numpy array below."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 7,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "b = np.array([[[0.55867166, 0.06210792, 0.08147297],\n",
+    "        [0.82579068, 0.91512478, 0.06833034]],\n",
+    "\n",
+    "       [[0.05440634, 0.65857693, 0.30296619],\n",
+    "        [0.06769833, 0.96031863, 0.51293743]],\n",
+    "\n",
+    "       [[0.09143215, 0.71893382, 0.45850679],\n",
+    "        [0.58256464, 0.59005654, 0.56266457]],\n",
+    "\n",
+    "       [[0.71600294, 0.87392666, 0.11434044],\n",
+    "        [0.8694668 , 0.65669313, 0.10708681]],\n",
+    "\n",
+    "       [[0.07529684, 0.46470767, 0.47984544],\n",
+    "        [0.65368638, 0.14901286, 0.23760688]]])"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 8,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.55867166, 0.06210792, 0.08147297, 0.82579068, 0.91512478, 0.06833034, 0.05440634, 0.65857693, 0.30296619, 0.06769833, 0.96031863, 0.51293743, 0.09143215, 0.71893382, 0.45850679, 0.58256464, 0.59005654, 0.56266457, 0.71600294, 0.87392666, 0.11434044, 0.8694668, 0.65669313, 0.10708681, 0.07529684, 0.46470767, 0.47984544, 0.65368638, 0.14901286, 0.23760688]\n"
+     ]
+    }
+   ],
+   "source": [
+    "elements_5x2x3 = [value for group in b for lista in group for value in lista]\n",
+    "print(elements_5x2x3)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 5. Add a condition to the list comprehension above so that the last value in each subarray is printed, but only if it is less than or equal to 0.5."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 9,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.06210792, 0.08147297, 0.06833034, 0.05440634, 0.30296619, 0.06769833, 0.09143215, 0.45850679, 0.11434044, 0.10708681, 0.07529684, 0.46470767, 0.47984544, 0.14901286, 0.23760688]\n"
+     ]
+    }
+   ],
+   "source": [
+    "elements_5x2x3 = [value for group in b for lista in group for value in lista if value <= 0.5]\n",
+    "print(elements_5x2x3)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 6. Use a list comprehension to select and print the names of all CSV files in the */data* directory."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 10,
+   "metadata": {},
+   "outputs": [],
+   "source": [
+    "import glob"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['sample_file_0.csv', 'sample_file_1.csv', 'sample_file_2.csv', 'sample_file_3.csv', 'sample_file_4.csv', 'sample_file_5.csv', 'sample_file_6.csv', 'sample_file_7.csv', 'sample_file_8.csv', 'sample_file_9.csv']\n"
+     ]
+    }
+   ],
+   "source": [
+    "file_list = [f for f in os.listdir(\"../data/\") if f.endswith('.csv')]\n",
+    "print(file_list)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 7. Use a list comprehension and the Pandas `read_csv` and `concat` methods to read all CSV files in the */data* directory and combine them into a single data frame. Display the top 10 rows of the resulting data frame."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 12,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[          0         1         2         3         4         5         6  \\\n",
+      "0  0.734751  0.195362  0.734309  0.598184  0.763433  0.263434  0.868066   \n",
+      "1  0.772607  0.445391  0.249642  0.787922  0.598583  0.827238  0.624126   \n",
+      "2  0.226428  0.268764  0.694262  0.622335  0.063843  0.122683  0.815625   \n",
+      "3  0.362748  0.495430  0.113876  0.594149  0.612522  0.625204  0.864050   \n",
+      "4  0.033415  0.340433  0.464971  0.363737  0.025815  0.434129  0.415163   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.058092  0.753502  0.587513  0.311608  0.178356  0.182922  0.147631   \n",
+      "1  0.601524  0.688753  0.338870  0.081595  0.471474  0.267443  0.453351   \n",
+      "2  0.584542  0.032594  0.589775  0.764350  0.650973  0.565705  0.691784   \n",
+      "3  0.260279  0.528873  0.168043  0.715929  0.677014  0.175735  0.632370   \n",
+      "4  0.892210  0.381701  0.415264  0.790801  0.696930  0.819751  0.944029   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.391188  0.816049  0.749068  0.293260  0.937828  0.880858  \n",
+      "1  0.800716  0.045749  0.683793  0.389789  0.016787  0.503695  \n",
+      "2  0.265223  0.739031  0.560394  0.334802  0.517694  0.646110  \n",
+      "3  0.926715  0.085675  0.120525  0.141746  0.771144  0.489660  \n",
+      "4  0.869965  0.041723  0.819140  0.676051  0.109349  0.872947  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.276827  0.260054  0.942397  0.113187  0.781355  0.475740  0.152061   \n",
+      "1  0.995885  0.158381  0.244274  0.962163  0.651900  0.930665  0.577190   \n",
+      "2  0.641917  0.821055  0.392437  0.782617  0.510762  0.428320  0.017324   \n",
+      "3  0.806532  0.569258  0.148175  0.809987  0.459632  0.735762  0.730664   \n",
+      "4  0.311185  0.501165  0.365979  0.782807  0.776795  0.797199  0.791946   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.250324  0.147078  0.162984  0.977025  0.509619  0.593212  0.911839   \n",
+      "1  0.087914  0.960261  0.580840  0.194616  0.661459  0.674085  0.049326   \n",
+      "2  0.680720  0.340412  0.462513  0.785776  0.251949  0.032847  0.995700   \n",
+      "3  0.934502  0.080322  0.763502  0.398504  0.027637  0.409665  0.942846   \n",
+      "4  0.847157  0.771811  0.233944  0.522344  0.053030  0.208551  0.824354   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.257645  0.386457  0.696932  0.069162  0.952291  0.286542  \n",
+      "1  0.785803  0.315645  0.495355  0.232135  0.549324  0.572232  \n",
+      "2  0.816563  0.735692  0.435998  0.430411  0.531757  0.489528  \n",
+      "3  0.133256  0.157158  0.929446  0.402791  0.685976  0.246594  \n",
+      "4  0.588567  0.604341  0.232964  0.229109  0.022881  0.479022  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.948664  0.215285  0.918270  0.599951  0.755120  0.971609  0.103190   \n",
+      "1  0.163236  0.803926  0.916655  0.775234  0.644890  0.701362  0.910208   \n",
+      "2  0.934136  0.031410  0.954057  0.853387  0.642160  0.681184  0.317198   \n",
+      "3  0.757038  0.918964  0.475459  0.837686  0.149645  0.819032  0.611996   \n",
+      "4  0.263455  0.816283  0.336707  0.587997  0.285871  0.619942  0.018027   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.194754  0.932388  0.591727  0.697517  0.607355  0.177649  0.435968   \n",
+      "1  0.871204  0.321745  0.586035  0.887054  0.240060  0.915342  0.205310   \n",
+      "2  0.875259  0.538416  0.867511  0.813309  0.215624  0.552062  0.498378   \n",
+      "3  0.644348  0.938444  0.410444  0.561513  0.499231  0.856437  0.054619   \n",
+      "4  0.548845  0.121471  0.194299  0.149844  0.848866  0.531840  0.663384   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.202404  0.979777  0.095713  0.159040  0.651457  0.803393  \n",
+      "1  0.489504  0.848926  0.304342  0.358977  0.841539  0.964889  \n",
+      "2  0.739656  0.307914  0.233996  0.602166  0.244210  0.313071  \n",
+      "3  0.326310  0.461825  0.954783  0.361873  0.145952  0.873029  \n",
+      "4  0.084884  0.120312  0.463214  0.437889  0.542376  0.668447  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.376101  0.896590  0.500995  0.381416  0.447730  0.048472  0.094235   \n",
+      "1  0.498192  0.565500  0.152394  0.284232  0.557042  0.417095  0.663465   \n",
+      "2  0.635284  0.247512  0.179986  0.468231  0.911799  0.764209  0.941413   \n",
+      "3  0.647497  0.072412  0.681403  0.977189  0.690953  0.829347  0.236915   \n",
+      "4  0.170792  0.586900  0.029834  0.921923  0.090727  0.592746  0.972429   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.986890  0.582352  0.037230  0.130306  0.766153  0.153783  0.199140   \n",
+      "1  0.158188  0.039182  0.543442  0.521210  0.993481  0.580359  0.765757   \n",
+      "2  0.808370  0.578024  0.181267  0.064788  0.924226  0.070744  0.704575   \n",
+      "3  0.406938  0.898234  0.513575  0.532473  0.790312  0.082292  0.850821   \n",
+      "4  0.774760  0.293800  0.956949  0.811740  0.525562  0.454788  0.848812   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.330318  0.969657  0.110998  0.033474  0.117277  0.213938  \n",
+      "1  0.931264  0.336841  0.271230  0.509798  0.877048  0.310951  \n",
+      "2  0.948127  0.971452  0.360861  0.074394  0.386949  0.396453  \n",
+      "3  0.088025  0.289218  0.822775  0.515933  0.962827  0.026952  \n",
+      "4  0.095214  0.415311  0.026496  0.513342  0.830389  0.931145  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.901381  0.790944  0.596603  0.354721  0.357002  0.321325  0.738398   \n",
+      "1  0.763823  0.537281  0.708804  0.975269  0.053777  0.957740  0.389137   \n",
+      "2  0.571864  0.386243  0.567476  0.509283  0.552594  0.173807  0.229092   \n",
+      "3  0.956168  0.422274  0.121713  0.685208  0.713370  0.416245  0.337151   \n",
+      "4  0.121826  0.237479  0.553956  0.173660  0.354423  0.532080  0.271361   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.777885  0.775623  0.717817  0.788198  0.962214  0.394465  0.878922   \n",
+      "1  0.689829  0.510885  0.737445  0.097678  0.242906  0.073603  0.497591   \n",
+      "2  0.257945  0.313437  0.418311  0.750007  0.604759  0.234886  0.832337   \n",
+      "3  0.570693  0.435938  0.360098  0.037437  0.167545  0.847880  0.773456   \n",
+      "4  0.766006  0.607020  0.197302  0.526352  0.676571  0.473574  0.953228   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.084206  0.680941  0.992897  0.267455  0.212403  0.572150  \n",
+      "1  0.798467  0.789078  0.947559  0.631497  0.057953  0.060306  \n",
+      "2  0.421263  0.455785  0.893841  0.726412  0.458360  0.048740  \n",
+      "3  0.490628  0.544232  0.954668  0.567280  0.571539  0.560742  \n",
+      "4  0.413186  0.957242  0.642558  0.351496  0.547297  0.177401  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.437114  0.156941  0.183148  0.817785  0.747632  0.726855  0.944758   \n",
+      "1  0.213337  0.503490  0.802663  0.443484  0.700893  0.129329  0.007176   \n",
+      "2  0.625692  0.184609  0.120652  0.410955  0.408272  0.686792  0.480168   \n",
+      "3  0.642007  0.175592  0.476889  0.451096  0.803491  0.272613  0.576037   \n",
+      "4  0.809129  0.549374  0.055405  0.857802  0.760688  0.662257  0.453289   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.287449  0.792692  0.080025  0.079886  0.067887  0.543498  0.711158   \n",
+      "1  0.027735  0.427692  0.156926  0.486138  0.571278  0.940414  0.940730   \n",
+      "2  0.286901  0.320112  0.048815  0.768725  0.461014  0.090451  0.720938   \n",
+      "3  0.774269  0.323313  0.349850  0.413465  0.641111  0.841210  0.668661   \n",
+      "4  0.658329  0.973615  0.449771  0.615229  0.467290  0.158077  0.305716   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.960030  0.810807  0.579395  0.660811  0.520295  0.945250  \n",
+      "1  0.933377  0.427869  0.654402  0.407580  0.122453  0.115311  \n",
+      "2  0.192501  0.219077  0.034113  0.858956  0.816036  0.582192  \n",
+      "3  0.101031  0.972135  0.479581  0.149982  0.035150  0.528075  \n",
+      "4  0.730355  0.412336  0.469142  0.078734  0.448741  0.827487  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.702566  0.092336  0.245083  0.918402  0.695110  0.886921  0.588605   \n",
+      "1  0.177005  0.649551  0.467321  0.449597  0.458872  0.815586  0.455132   \n",
+      "2  0.689556  0.445586  0.005691  0.150171  0.554146  0.492320  0.185612   \n",
+      "3  0.047188  0.854596  0.833368  0.043878  0.883505  0.786302  0.980916   \n",
+      "4  0.936065  0.725831  0.184239  0.677391  0.242726  0.125457  0.356254   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.950970  0.168079  0.783107  0.698836  0.120857  0.207432  0.824789   \n",
+      "1  0.729812  0.998528  0.048724  0.377391  0.729498  0.721515  0.566724   \n",
+      "2  0.060855  0.457443  0.847337  0.603072  0.346574  0.898464  0.482963   \n",
+      "3  0.004030  0.619601  0.547769  0.160962  0.545281  0.931623  0.991855   \n",
+      "4  0.937350  0.215774  0.212762  0.483018  0.573162  0.634487  0.423924   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.349212  0.818606  0.376941  0.886644  0.472826  0.551858  \n",
+      "1  0.338366  0.877239  0.129824  0.773155  0.485385  0.686294  \n",
+      "2  0.443979  0.430132  0.713078  0.302786  0.051382  0.203699  \n",
+      "3  0.821099  0.654592  0.346710  0.183948  0.372739  0.739383  \n",
+      "4  0.394633  0.766967  0.606719  0.538712  0.885516  0.667051  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.460281  0.308551  0.735894  0.054059  0.593642  0.397679  0.019922   \n",
+      "1  0.065851  0.736029  0.797730  0.692722  0.167764  0.839756  0.910186   \n",
+      "2  0.671323  0.747296  0.892328  0.732902  0.065608  0.262364  0.712417   \n",
+      "3  0.445478  0.523522  0.959355  0.348292  0.761805  0.301391  0.712240   \n",
+      "4  0.291399  0.551248  0.736542  0.163562  0.451149  0.888938  0.968465   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.855673  0.339445  0.895810  0.832431  0.553308  0.617711  0.841575   \n",
+      "1  0.643328  0.371559  0.674311  0.424815  0.279397  0.015081  0.788497   \n",
+      "2  0.764379  0.017461  0.131970  0.649451  0.902157  0.034188  0.840938   \n",
+      "3  0.945462  0.139241  0.105477  0.889501  0.160828  0.400774  0.770295   \n",
+      "4  0.396090  0.681679  0.390542  0.030394  0.944077  0.366139  0.078188   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.336094  0.951907  0.050986  0.856135  0.773953  0.295344  \n",
+      "1  0.132391  0.766033  0.708510  0.752866  0.493862  0.577262  \n",
+      "2  0.098536  0.957824  0.566209  0.655947  0.592733  0.002596  \n",
+      "3  0.844655  0.772798  0.584262  0.807400  0.177419  0.926007  \n",
+      "4  0.175482  0.232489  0.806964  0.904593  0.803629  0.792851  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.132453  0.106635  0.673568  0.507253  0.162925  0.130042  0.980388   \n",
+      "1  0.384938  0.767604  0.850528  0.605998  0.826172  0.667488  0.142045   \n",
+      "2  0.318691  0.675720  0.807189  0.752518  0.531342  0.703225  0.598293   \n",
+      "3  0.538593  0.291241  0.407187  0.613260  0.851424  0.962086  0.590512   \n",
+      "4  0.713271  0.156210  0.392800  0.702348  0.009400  0.030304  0.960066   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.623167  0.074066  0.111557  0.864664  0.093637  0.446974  0.022525   \n",
+      "1  0.086904  0.912348  0.892183  0.426389  0.776552  0.429496  0.602056   \n",
+      "2  0.921508  0.563333  0.184300  0.667625  0.270017  0.573440  0.163669   \n",
+      "3  0.980700  0.159022  0.684265  0.898633  0.470113  0.756593  0.282408   \n",
+      "4  0.688937  0.260252  0.634608  0.273775  0.264145  0.682941  0.908499   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.713369  0.707874  0.563506  0.982256  0.562498  0.968681  \n",
+      "1  0.283769  0.166793  0.316878  0.688337  0.169525  0.966198  \n",
+      "2  0.032852  0.689315  0.973684  0.719610  0.163670  0.724486  \n",
+      "3  0.551369  0.732153  0.494100  0.792803  0.794426  0.837695  \n",
+      "4  0.450950  0.200761  0.968324  0.221165  0.891382  0.398914  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.215190  0.155352  0.160848  0.807736  0.363587  0.899832  0.146754   \n",
+      "1  0.895544  0.955196  0.089925  0.827555  0.089071  0.642883  0.996052   \n",
+      "2  0.413752  0.693052  0.789796  0.929164  0.536191  0.439769  0.773474   \n",
+      "3  0.728001  0.348156  0.935787  0.851163  0.444573  0.715080  0.988408   \n",
+      "4  0.134942  0.875931  0.273505  0.207588  0.080696  0.717396  0.033930   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.094802  0.705133  0.882762  0.773320  0.687745  0.016789  0.340725   \n",
+      "1  0.879020  0.421837  0.412141  0.858513  0.217091  0.176157  0.551236   \n",
+      "2  0.982074  0.876955  0.633154  0.279005  0.483317  0.908288  0.756172   \n",
+      "3  0.210332  0.732133  0.892383  0.216893  0.367595  0.846208  0.240111   \n",
+      "4  0.646837  0.888722  0.922742  0.176593  0.861333  0.389451  0.695244   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.984182  0.985461  0.412044  0.867894  0.113432  0.349845  \n",
+      "1  0.834378  0.419535  0.041431  0.602258  0.984628  0.516899  \n",
+      "2  0.462130  0.289892  0.145233  0.076819  0.797836  0.197592  \n",
+      "3  0.471880  0.399721  0.758196  0.665568  0.931542  0.448124  \n",
+      "4  0.129955  0.364114  0.428224  0.365442  0.847818  0.588319  ]\n"
+     ]
+    }
+   ],
+   "source": [
+    "# En el metodo join se coloca un doble punto \"../\" para indicar que debe regresar un paso en la direccion\n",
+    "# del archivo y después entrar al archivo destino, en este caso \"data\"\n",
+    "data_sets = [pd.read_csv(os.path.join('../data', f)) for f in file_list]\n",
+    "print(data_sets)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
+       "    }\n",
+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
+       "    }\n",
+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>0</th>\n",
+       "      <th>1</th>\n",
+       "      <th>2</th>\n",
+       "      <th>3</th>\n",
+       "      <th>4</th>\n",
+       "      <th>5</th>\n",
+       "      <th>6</th>\n",
+       "      <th>7</th>\n",
+       "      <th>8</th>\n",
+       "      <th>9</th>\n",
+       "      <th>10</th>\n",
+       "      <th>11</th>\n",
+       "      <th>12</th>\n",
+       "      <th>13</th>\n",
+       "      <th>14</th>\n",
+       "      <th>15</th>\n",
+       "      <th>16</th>\n",
+       "      <th>17</th>\n",
+       "      <th>18</th>\n",
+       "      <th>19</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.734751</td>\n",
+       "      <td>0.195362</td>\n",
+       "      <td>0.734309</td>\n",
+       "      <td>0.598184</td>\n",
+       "      <td>0.763433</td>\n",
+       "      <td>0.263434</td>\n",
+       "      <td>0.868066</td>\n",
+       "      <td>0.058092</td>\n",
+       "      <td>0.753502</td>\n",
+       "      <td>0.587513</td>\n",
+       "      <td>0.311608</td>\n",
+       "      <td>0.178356</td>\n",
+       "      <td>0.182922</td>\n",
+       "      <td>0.147631</td>\n",
+       "      <td>0.391188</td>\n",
+       "      <td>0.816049</td>\n",
+       "      <td>0.749068</td>\n",
+       "      <td>0.293260</td>\n",
+       "      <td>0.937828</td>\n",
+       "      <td>0.880858</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.772607</td>\n",
+       "      <td>0.445391</td>\n",
+       "      <td>0.249642</td>\n",
+       "      <td>0.787922</td>\n",
+       "      <td>0.598583</td>\n",
+       "      <td>0.827238</td>\n",
+       "      <td>0.624126</td>\n",
+       "      <td>0.601524</td>\n",
+       "      <td>0.688753</td>\n",
+       "      <td>0.338870</td>\n",
+       "      <td>0.081595</td>\n",
+       "      <td>0.471474</td>\n",
+       "      <td>0.267443</td>\n",
+       "      <td>0.453351</td>\n",
+       "      <td>0.800716</td>\n",
+       "      <td>0.045749</td>\n",
+       "      <td>0.683793</td>\n",
+       "      <td>0.389789</td>\n",
+       "      <td>0.016787</td>\n",
+       "      <td>0.503695</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.226428</td>\n",
+       "      <td>0.268764</td>\n",
+       "      <td>0.694262</td>\n",
+       "      <td>0.622335</td>\n",
+       "      <td>0.063843</td>\n",
+       "      <td>0.122683</td>\n",
+       "      <td>0.815625</td>\n",
+       "      <td>0.584542</td>\n",
+       "      <td>0.032594</td>\n",
+       "      <td>0.589775</td>\n",
+       "      <td>0.764350</td>\n",
+       "      <td>0.650973</td>\n",
+       "      <td>0.565705</td>\n",
+       "      <td>0.691784</td>\n",
+       "      <td>0.265223</td>\n",
+       "      <td>0.739031</td>\n",
+       "      <td>0.560394</td>\n",
+       "      <td>0.334802</td>\n",
+       "      <td>0.517694</td>\n",
+       "      <td>0.646110</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.362748</td>\n",
+       "      <td>0.495430</td>\n",
+       "      <td>0.113876</td>\n",
+       "      <td>0.594149</td>\n",
+       "      <td>0.612522</td>\n",
+       "      <td>0.625204</td>\n",
+       "      <td>0.864050</td>\n",
+       "      <td>0.260279</td>\n",
+       "      <td>0.528873</td>\n",
+       "      <td>0.168043</td>\n",
+       "      <td>0.715929</td>\n",
+       "      <td>0.677014</td>\n",
+       "      <td>0.175735</td>\n",
+       "      <td>0.632370</td>\n",
+       "      <td>0.926715</td>\n",
+       "      <td>0.085675</td>\n",
+       "      <td>0.120525</td>\n",
+       "      <td>0.141746</td>\n",
+       "      <td>0.771144</td>\n",
+       "      <td>0.489660</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.033415</td>\n",
+       "      <td>0.340433</td>\n",
+       "      <td>0.464971</td>\n",
+       "      <td>0.363737</td>\n",
+       "      <td>0.025815</td>\n",
+       "      <td>0.434129</td>\n",
+       "      <td>0.415163</td>\n",
+       "      <td>0.892210</td>\n",
+       "      <td>0.381701</td>\n",
+       "      <td>0.415264</td>\n",
+       "      <td>0.790801</td>\n",
+       "      <td>0.696930</td>\n",
+       "      <td>0.819751</td>\n",
+       "      <td>0.944029</td>\n",
+       "      <td>0.869965</td>\n",
+       "      <td>0.041723</td>\n",
+       "      <td>0.819140</td>\n",
+       "      <td>0.676051</td>\n",
+       "      <td>0.109349</td>\n",
+       "      <td>0.872947</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.276827</td>\n",
+       "      <td>0.260054</td>\n",
+       "      <td>0.942397</td>\n",
+       "      <td>0.113187</td>\n",
+       "      <td>0.781355</td>\n",
+       "      <td>0.475740</td>\n",
+       "      <td>0.152061</td>\n",
+       "      <td>0.250324</td>\n",
+       "      <td>0.147078</td>\n",
+       "      <td>0.162984</td>\n",
+       "      <td>0.977025</td>\n",
+       "      <td>0.509619</td>\n",
+       "      <td>0.593212</td>\n",
+       "      <td>0.911839</td>\n",
+       "      <td>0.257645</td>\n",
+       "      <td>0.386457</td>\n",
+       "      <td>0.696932</td>\n",
+       "      <td>0.069162</td>\n",
+       "      <td>0.952291</td>\n",
+       "      <td>0.286542</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.995885</td>\n",
+       "      <td>0.158381</td>\n",
+       "      <td>0.244274</td>\n",
+       "      <td>0.962163</td>\n",
+       "      <td>0.651900</td>\n",
+       "      <td>0.930665</td>\n",
+       "      <td>0.577190</td>\n",
+       "      <td>0.087914</td>\n",
+       "      <td>0.960261</td>\n",
+       "      <td>0.580840</td>\n",
+       "      <td>0.194616</td>\n",
+       "      <td>0.661459</td>\n",
+       "      <td>0.674085</td>\n",
+       "      <td>0.049326</td>\n",
+       "      <td>0.785803</td>\n",
+       "      <td>0.315645</td>\n",
+       "      <td>0.495355</td>\n",
+       "      <td>0.232135</td>\n",
+       "      <td>0.549324</td>\n",
+       "      <td>0.572232</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.641917</td>\n",
+       "      <td>0.821055</td>\n",
+       "      <td>0.392437</td>\n",
+       "      <td>0.782617</td>\n",
+       "      <td>0.510762</td>\n",
+       "      <td>0.428320</td>\n",
+       "      <td>0.017324</td>\n",
+       "      <td>0.680720</td>\n",
+       "      <td>0.340412</td>\n",
+       "      <td>0.462513</td>\n",
+       "      <td>0.785776</td>\n",
+       "      <td>0.251949</td>\n",
+       "      <td>0.032847</td>\n",
+       "      <td>0.995700</td>\n",
+       "      <td>0.816563</td>\n",
+       "      <td>0.735692</td>\n",
+       "      <td>0.435998</td>\n",
+       "      <td>0.430411</td>\n",
+       "      <td>0.531757</td>\n",
+       "      <td>0.489528</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.806532</td>\n",
+       "      <td>0.569258</td>\n",
+       "      <td>0.148175</td>\n",
+       "      <td>0.809987</td>\n",
+       "      <td>0.459632</td>\n",
+       "      <td>0.735762</td>\n",
+       "      <td>0.730664</td>\n",
+       "      <td>0.934502</td>\n",
+       "      <td>0.080322</td>\n",
+       "      <td>0.763502</td>\n",
+       "      <td>0.398504</td>\n",
+       "      <td>0.027637</td>\n",
+       "      <td>0.409665</td>\n",
+       "      <td>0.942846</td>\n",
+       "      <td>0.133256</td>\n",
+       "      <td>0.157158</td>\n",
+       "      <td>0.929446</td>\n",
+       "      <td>0.402791</td>\n",
+       "      <td>0.685976</td>\n",
+       "      <td>0.246594</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.311185</td>\n",
+       "      <td>0.501165</td>\n",
+       "      <td>0.365979</td>\n",
+       "      <td>0.782807</td>\n",
+       "      <td>0.776795</td>\n",
+       "      <td>0.797199</td>\n",
+       "      <td>0.791946</td>\n",
+       "      <td>0.847157</td>\n",
+       "      <td>0.771811</td>\n",
+       "      <td>0.233944</td>\n",
+       "      <td>0.522344</td>\n",
+       "      <td>0.053030</td>\n",
+       "      <td>0.208551</td>\n",
+       "      <td>0.824354</td>\n",
+       "      <td>0.588567</td>\n",
+       "      <td>0.604341</td>\n",
+       "      <td>0.232964</td>\n",
+       "      <td>0.229109</td>\n",
+       "      <td>0.022881</td>\n",
+       "      <td>0.479022</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "          0         1         2         3         4         5         6  \\\n",
+       "0  0.734751  0.195362  0.734309  0.598184  0.763433  0.263434  0.868066   \n",
+       "1  0.772607  0.445391  0.249642  0.787922  0.598583  0.827238  0.624126   \n",
+       "2  0.226428  0.268764  0.694262  0.622335  0.063843  0.122683  0.815625   \n",
+       "3  0.362748  0.495430  0.113876  0.594149  0.612522  0.625204  0.864050   \n",
+       "4  0.033415  0.340433  0.464971  0.363737  0.025815  0.434129  0.415163   \n",
+       "0  0.276827  0.260054  0.942397  0.113187  0.781355  0.475740  0.152061   \n",
+       "1  0.995885  0.158381  0.244274  0.962163  0.651900  0.930665  0.577190   \n",
+       "2  0.641917  0.821055  0.392437  0.782617  0.510762  0.428320  0.017324   \n",
+       "3  0.806532  0.569258  0.148175  0.809987  0.459632  0.735762  0.730664   \n",
+       "4  0.311185  0.501165  0.365979  0.782807  0.776795  0.797199  0.791946   \n",
+       "\n",
+       "          7         8         9        10        11        12        13  \\\n",
+       "0  0.058092  0.753502  0.587513  0.311608  0.178356  0.182922  0.147631   \n",
+       "1  0.601524  0.688753  0.338870  0.081595  0.471474  0.267443  0.453351   \n",
+       "2  0.584542  0.032594  0.589775  0.764350  0.650973  0.565705  0.691784   \n",
+       "3  0.260279  0.528873  0.168043  0.715929  0.677014  0.175735  0.632370   \n",
+       "4  0.892210  0.381701  0.415264  0.790801  0.696930  0.819751  0.944029   \n",
+       "0  0.250324  0.147078  0.162984  0.977025  0.509619  0.593212  0.911839   \n",
+       "1  0.087914  0.960261  0.580840  0.194616  0.661459  0.674085  0.049326   \n",
+       "2  0.680720  0.340412  0.462513  0.785776  0.251949  0.032847  0.995700   \n",
+       "3  0.934502  0.080322  0.763502  0.398504  0.027637  0.409665  0.942846   \n",
+       "4  0.847157  0.771811  0.233944  0.522344  0.053030  0.208551  0.824354   \n",
+       "\n",
+       "         14        15        16        17        18        19  \n",
+       "0  0.391188  0.816049  0.749068  0.293260  0.937828  0.880858  \n",
+       "1  0.800716  0.045749  0.683793  0.389789  0.016787  0.503695  \n",
+       "2  0.265223  0.739031  0.560394  0.334802  0.517694  0.646110  \n",
+       "3  0.926715  0.085675  0.120525  0.141746  0.771144  0.489660  \n",
+       "4  0.869965  0.041723  0.819140  0.676051  0.109349  0.872947  \n",
+       "0  0.257645  0.386457  0.696932  0.069162  0.952291  0.286542  \n",
+       "1  0.785803  0.315645  0.495355  0.232135  0.549324  0.572232  \n",
+       "2  0.816563  0.735692  0.435998  0.430411  0.531757  0.489528  \n",
+       "3  0.133256  0.157158  0.929446  0.402791  0.685976  0.246594  \n",
+       "4  0.588567  0.604341  0.232964  0.229109  0.022881  0.479022  "
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data = pd.concat(data_sets, axis=0)\n",
+    "data.head(10)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 8. Use a list comprehension to select and print the column numbers for columns from the data set whose median is less than 0.48."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 14,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['2', '9', '12', '14', '17']\n"
+     ]
+    }
+   ],
+   "source": [
+    " selected_columns = [column for column in data._get_numeric_data() if data[column].median() < 0.48]\n",
+    "print(selected_columns)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 9. Use a list comprehension to add a new column (20) to the data frame whose values are the values in column 19 minus 0.1. Display the top 10 rows of the resulting data frame."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 15,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>0</th>\n",
+       "      <th>1</th>\n",
+       "      <th>2</th>\n",
+       "      <th>3</th>\n",
+       "      <th>4</th>\n",
+       "      <th>5</th>\n",
+       "      <th>6</th>\n",
+       "      <th>7</th>\n",
+       "      <th>8</th>\n",
+       "      <th>9</th>\n",
+       "      <th>...</th>\n",
+       "      <th>11</th>\n",
+       "      <th>12</th>\n",
+       "      <th>13</th>\n",
+       "      <th>14</th>\n",
+       "      <th>15</th>\n",
+       "      <th>16</th>\n",
+       "      <th>17</th>\n",
+       "      <th>18</th>\n",
+       "      <th>19</th>\n",
+       "      <th>20</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.734751</td>\n",
+       "      <td>0.195362</td>\n",
+       "      <td>0.734309</td>\n",
+       "      <td>0.598184</td>\n",
+       "      <td>0.763433</td>\n",
+       "      <td>0.263434</td>\n",
+       "      <td>0.868066</td>\n",
+       "      <td>0.058092</td>\n",
+       "      <td>0.753502</td>\n",
+       "      <td>0.587513</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.178356</td>\n",
+       "      <td>0.182922</td>\n",
+       "      <td>0.147631</td>\n",
+       "      <td>0.391188</td>\n",
+       "      <td>0.816049</td>\n",
+       "      <td>0.749068</td>\n",
+       "      <td>0.293260</td>\n",
+       "      <td>0.937828</td>\n",
+       "      <td>0.880858</td>\n",
+       "      <td>0.780858</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.772607</td>\n",
+       "      <td>0.445391</td>\n",
+       "      <td>0.249642</td>\n",
+       "      <td>0.787922</td>\n",
+       "      <td>0.598583</td>\n",
+       "      <td>0.827238</td>\n",
+       "      <td>0.624126</td>\n",
+       "      <td>0.601524</td>\n",
+       "      <td>0.688753</td>\n",
+       "      <td>0.338870</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.471474</td>\n",
+       "      <td>0.267443</td>\n",
+       "      <td>0.453351</td>\n",
+       "      <td>0.800716</td>\n",
+       "      <td>0.045749</td>\n",
+       "      <td>0.683793</td>\n",
+       "      <td>0.389789</td>\n",
+       "      <td>0.016787</td>\n",
+       "      <td>0.503695</td>\n",
+       "      <td>0.403695</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.226428</td>\n",
+       "      <td>0.268764</td>\n",
+       "      <td>0.694262</td>\n",
+       "      <td>0.622335</td>\n",
+       "      <td>0.063843</td>\n",
+       "      <td>0.122683</td>\n",
+       "      <td>0.815625</td>\n",
+       "      <td>0.584542</td>\n",
+       "      <td>0.032594</td>\n",
+       "      <td>0.589775</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.650973</td>\n",
+       "      <td>0.565705</td>\n",
+       "      <td>0.691784</td>\n",
+       "      <td>0.265223</td>\n",
+       "      <td>0.739031</td>\n",
+       "      <td>0.560394</td>\n",
+       "      <td>0.334802</td>\n",
+       "      <td>0.517694</td>\n",
+       "      <td>0.646110</td>\n",
+       "      <td>0.546110</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.362748</td>\n",
+       "      <td>0.495430</td>\n",
+       "      <td>0.113876</td>\n",
+       "      <td>0.594149</td>\n",
+       "      <td>0.612522</td>\n",
+       "      <td>0.625204</td>\n",
+       "      <td>0.864050</td>\n",
+       "      <td>0.260279</td>\n",
+       "      <td>0.528873</td>\n",
+       "      <td>0.168043</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.677014</td>\n",
+       "      <td>0.175735</td>\n",
+       "      <td>0.632370</td>\n",
+       "      <td>0.926715</td>\n",
+       "      <td>0.085675</td>\n",
+       "      <td>0.120525</td>\n",
+       "      <td>0.141746</td>\n",
+       "      <td>0.771144</td>\n",
+       "      <td>0.489660</td>\n",
+       "      <td>0.389660</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.033415</td>\n",
+       "      <td>0.340433</td>\n",
+       "      <td>0.464971</td>\n",
+       "      <td>0.363737</td>\n",
+       "      <td>0.025815</td>\n",
+       "      <td>0.434129</td>\n",
+       "      <td>0.415163</td>\n",
+       "      <td>0.892210</td>\n",
+       "      <td>0.381701</td>\n",
+       "      <td>0.415264</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.696930</td>\n",
+       "      <td>0.819751</td>\n",
+       "      <td>0.944029</td>\n",
+       "      <td>0.869965</td>\n",
+       "      <td>0.041723</td>\n",
+       "      <td>0.819140</td>\n",
+       "      <td>0.676051</td>\n",
+       "      <td>0.109349</td>\n",
+       "      <td>0.872947</td>\n",
+       "      <td>0.772947</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.276827</td>\n",
+       "      <td>0.260054</td>\n",
+       "      <td>0.942397</td>\n",
+       "      <td>0.113187</td>\n",
+       "      <td>0.781355</td>\n",
+       "      <td>0.475740</td>\n",
+       "      <td>0.152061</td>\n",
+       "      <td>0.250324</td>\n",
+       "      <td>0.147078</td>\n",
+       "      <td>0.162984</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.509619</td>\n",
+       "      <td>0.593212</td>\n",
+       "      <td>0.911839</td>\n",
+       "      <td>0.257645</td>\n",
+       "      <td>0.386457</td>\n",
+       "      <td>0.696932</td>\n",
+       "      <td>0.069162</td>\n",
+       "      <td>0.952291</td>\n",
+       "      <td>0.286542</td>\n",
+       "      <td>0.186542</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.995885</td>\n",
+       "      <td>0.158381</td>\n",
+       "      <td>0.244274</td>\n",
+       "      <td>0.962163</td>\n",
+       "      <td>0.651900</td>\n",
+       "      <td>0.930665</td>\n",
+       "      <td>0.577190</td>\n",
+       "      <td>0.087914</td>\n",
+       "      <td>0.960261</td>\n",
+       "      <td>0.580840</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.661459</td>\n",
+       "      <td>0.674085</td>\n",
+       "      <td>0.049326</td>\n",
+       "      <td>0.785803</td>\n",
+       "      <td>0.315645</td>\n",
+       "      <td>0.495355</td>\n",
+       "      <td>0.232135</td>\n",
+       "      <td>0.549324</td>\n",
+       "      <td>0.572232</td>\n",
+       "      <td>0.472232</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.641917</td>\n",
+       "      <td>0.821055</td>\n",
+       "      <td>0.392437</td>\n",
+       "      <td>0.782617</td>\n",
+       "      <td>0.510762</td>\n",
+       "      <td>0.428320</td>\n",
+       "      <td>0.017324</td>\n",
+       "      <td>0.680720</td>\n",
+       "      <td>0.340412</td>\n",
+       "      <td>0.462513</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.251949</td>\n",
+       "      <td>0.032847</td>\n",
+       "      <td>0.995700</td>\n",
+       "      <td>0.816563</td>\n",
+       "      <td>0.735692</td>\n",
+       "      <td>0.435998</td>\n",
+       "      <td>0.430411</td>\n",
+       "      <td>0.531757</td>\n",
+       "      <td>0.489528</td>\n",
+       "      <td>0.389528</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.806532</td>\n",
+       "      <td>0.569258</td>\n",
+       "      <td>0.148175</td>\n",
+       "      <td>0.809987</td>\n",
+       "      <td>0.459632</td>\n",
+       "      <td>0.735762</td>\n",
+       "      <td>0.730664</td>\n",
+       "      <td>0.934502</td>\n",
+       "      <td>0.080322</td>\n",
+       "      <td>0.763502</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.027637</td>\n",
+       "      <td>0.409665</td>\n",
+       "      <td>0.942846</td>\n",
+       "      <td>0.133256</td>\n",
+       "      <td>0.157158</td>\n",
+       "      <td>0.929446</td>\n",
+       "      <td>0.402791</td>\n",
+       "      <td>0.685976</td>\n",
+       "      <td>0.246594</td>\n",
+       "      <td>0.146594</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.311185</td>\n",
+       "      <td>0.501165</td>\n",
+       "      <td>0.365979</td>\n",
+       "      <td>0.782807</td>\n",
+       "      <td>0.776795</td>\n",
+       "      <td>0.797199</td>\n",
+       "      <td>0.791946</td>\n",
+       "      <td>0.847157</td>\n",
+       "      <td>0.771811</td>\n",
+       "      <td>0.233944</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.053030</td>\n",
+       "      <td>0.208551</td>\n",
+       "      <td>0.824354</td>\n",
+       "      <td>0.588567</td>\n",
+       "      <td>0.604341</td>\n",
+       "      <td>0.232964</td>\n",
+       "      <td>0.229109</td>\n",
+       "      <td>0.022881</td>\n",
+       "      <td>0.479022</td>\n",
+       "      <td>0.379022</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>10 rows × 21 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "          0         1         2         3         4         5         6  \\\n",
+       "0  0.734751  0.195362  0.734309  0.598184  0.763433  0.263434  0.868066   \n",
+       "1  0.772607  0.445391  0.249642  0.787922  0.598583  0.827238  0.624126   \n",
+       "2  0.226428  0.268764  0.694262  0.622335  0.063843  0.122683  0.815625   \n",
+       "3  0.362748  0.495430  0.113876  0.594149  0.612522  0.625204  0.864050   \n",
+       "4  0.033415  0.340433  0.464971  0.363737  0.025815  0.434129  0.415163   \n",
+       "0  0.276827  0.260054  0.942397  0.113187  0.781355  0.475740  0.152061   \n",
+       "1  0.995885  0.158381  0.244274  0.962163  0.651900  0.930665  0.577190   \n",
+       "2  0.641917  0.821055  0.392437  0.782617  0.510762  0.428320  0.017324   \n",
+       "3  0.806532  0.569258  0.148175  0.809987  0.459632  0.735762  0.730664   \n",
+       "4  0.311185  0.501165  0.365979  0.782807  0.776795  0.797199  0.791946   \n",
+       "\n",
+       "          7         8         9  ...        11        12        13        14  \\\n",
+       "0  0.058092  0.753502  0.587513  ...  0.178356  0.182922  0.147631  0.391188   \n",
+       "1  0.601524  0.688753  0.338870  ...  0.471474  0.267443  0.453351  0.800716   \n",
+       "2  0.584542  0.032594  0.589775  ...  0.650973  0.565705  0.691784  0.265223   \n",
+       "3  0.260279  0.528873  0.168043  ...  0.677014  0.175735  0.632370  0.926715   \n",
+       "4  0.892210  0.381701  0.415264  ...  0.696930  0.819751  0.944029  0.869965   \n",
+       "0  0.250324  0.147078  0.162984  ...  0.509619  0.593212  0.911839  0.257645   \n",
+       "1  0.087914  0.960261  0.580840  ...  0.661459  0.674085  0.049326  0.785803   \n",
+       "2  0.680720  0.340412  0.462513  ...  0.251949  0.032847  0.995700  0.816563   \n",
+       "3  0.934502  0.080322  0.763502  ...  0.027637  0.409665  0.942846  0.133256   \n",
+       "4  0.847157  0.771811  0.233944  ...  0.053030  0.208551  0.824354  0.588567   \n",
+       "\n",
+       "         15        16        17        18        19        20  \n",
+       "0  0.816049  0.749068  0.293260  0.937828  0.880858  0.780858  \n",
+       "1  0.045749  0.683793  0.389789  0.016787  0.503695  0.403695  \n",
+       "2  0.739031  0.560394  0.334802  0.517694  0.646110  0.546110  \n",
+       "3  0.085675  0.120525  0.141746  0.771144  0.489660  0.389660  \n",
+       "4  0.041723  0.819140  0.676051  0.109349  0.872947  0.772947  \n",
+       "0  0.386457  0.696932  0.069162  0.952291  0.286542  0.186542  \n",
+       "1  0.315645  0.495355  0.232135  0.549324  0.572232  0.472232  \n",
+       "2  0.735692  0.435998  0.430411  0.531757  0.489528  0.389528  \n",
+       "3  0.157158  0.929446  0.402791  0.685976  0.246594  0.146594  \n",
+       "4  0.604341  0.232964  0.229109  0.022881  0.479022  0.379022  \n",
+       "\n",
+       "[10 rows x 21 columns]"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data[\"20\"] = data[\"19\"].apply(lambda x: x-0.1)\n",
+    "data.head(10)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "</style>\n",
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+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
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+       "      <th>4</th>\n",
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+       "  <tbody>\n",
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+       "      <td>0.734751</td>\n",
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+       "      <td>0.598184</td>\n",
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+       "      <td>0.868066</td>\n",
+       "      <td>0.058092</td>\n",
+       "      <td>0.753502</td>\n",
+       "      <td>0.587513</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.182922</td>\n",
+       "      <td>0.147631</td>\n",
+       "      <td>0.391188</td>\n",
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+       "      <td>0.749068</td>\n",
+       "      <td>0.293260</td>\n",
+       "      <td>0.937828</td>\n",
+       "      <td>0.880858</td>\n",
+       "      <td>0.780858</td>\n",
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+       "      <td>0.249642</td>\n",
+       "      <td>0.787922</td>\n",
+       "      <td>0.598583</td>\n",
+       "      <td>0.827238</td>\n",
+       "      <td>0.624126</td>\n",
+       "      <td>0.601524</td>\n",
+       "      <td>0.688753</td>\n",
+       "      <td>0.338870</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.267443</td>\n",
+       "      <td>0.453351</td>\n",
+       "      <td>0.800716</td>\n",
+       "      <td>0.045749</td>\n",
+       "      <td>0.683793</td>\n",
+       "      <td>0.389789</td>\n",
+       "      <td>0.016787</td>\n",
+       "      <td>0.503695</td>\n",
+       "      <td>0.403695</td>\n",
+       "      <td>0.403695</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.226428</td>\n",
+       "      <td>0.268764</td>\n",
+       "      <td>0.694262</td>\n",
+       "      <td>0.622335</td>\n",
+       "      <td>0.063843</td>\n",
+       "      <td>0.122683</td>\n",
+       "      <td>0.815625</td>\n",
+       "      <td>0.584542</td>\n",
+       "      <td>0.032594</td>\n",
+       "      <td>0.589775</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.565705</td>\n",
+       "      <td>0.691784</td>\n",
+       "      <td>0.265223</td>\n",
+       "      <td>0.739031</td>\n",
+       "      <td>0.560394</td>\n",
+       "      <td>0.334802</td>\n",
+       "      <td>0.517694</td>\n",
+       "      <td>0.646110</td>\n",
+       "      <td>0.546110</td>\n",
+       "      <td>0.546110</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.362748</td>\n",
+       "      <td>0.495430</td>\n",
+       "      <td>0.113876</td>\n",
+       "      <td>0.594149</td>\n",
+       "      <td>0.612522</td>\n",
+       "      <td>0.625204</td>\n",
+       "      <td>0.864050</td>\n",
+       "      <td>0.260279</td>\n",
+       "      <td>0.528873</td>\n",
+       "      <td>0.168043</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.175735</td>\n",
+       "      <td>0.632370</td>\n",
+       "      <td>0.926715</td>\n",
+       "      <td>0.085675</td>\n",
+       "      <td>0.120525</td>\n",
+       "      <td>0.141746</td>\n",
+       "      <td>0.771144</td>\n",
+       "      <td>0.489660</td>\n",
+       "      <td>0.389660</td>\n",
+       "      <td>0.389660</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.033415</td>\n",
+       "      <td>0.340433</td>\n",
+       "      <td>0.464971</td>\n",
+       "      <td>0.363737</td>\n",
+       "      <td>0.025815</td>\n",
+       "      <td>0.434129</td>\n",
+       "      <td>0.415163</td>\n",
+       "      <td>0.892210</td>\n",
+       "      <td>0.381701</td>\n",
+       "      <td>0.415264</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.819751</td>\n",
+       "      <td>0.944029</td>\n",
+       "      <td>0.869965</td>\n",
+       "      <td>0.041723</td>\n",
+       "      <td>0.819140</td>\n",
+       "      <td>0.676051</td>\n",
+       "      <td>0.109349</td>\n",
+       "      <td>0.872947</td>\n",
+       "      <td>0.772947</td>\n",
+       "      <td>0.772947</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 22 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "          0         1         2         3         4         5         6  \\\n",
+       "0  0.734751  0.195362  0.734309  0.598184  0.763433  0.263434  0.868066   \n",
+       "1  0.772607  0.445391  0.249642  0.787922  0.598583  0.827238  0.624126   \n",
+       "2  0.226428  0.268764  0.694262  0.622335  0.063843  0.122683  0.815625   \n",
+       "3  0.362748  0.495430  0.113876  0.594149  0.612522  0.625204  0.864050   \n",
+       "4  0.033415  0.340433  0.464971  0.363737  0.025815  0.434129  0.415163   \n",
+       "\n",
+       "          7         8         9  ...        12        13        14        15  \\\n",
+       "0  0.058092  0.753502  0.587513  ...  0.182922  0.147631  0.391188  0.816049   \n",
+       "1  0.601524  0.688753  0.338870  ...  0.267443  0.453351  0.800716  0.045749   \n",
+       "2  0.584542  0.032594  0.589775  ...  0.565705  0.691784  0.265223  0.739031   \n",
+       "3  0.260279  0.528873  0.168043  ...  0.175735  0.632370  0.926715  0.085675   \n",
+       "4  0.892210  0.381701  0.415264  ...  0.819751  0.944029  0.869965  0.041723   \n",
+       "\n",
+       "         16        17        18        19        20        21  \n",
+       "0  0.749068  0.293260  0.937828  0.880858  0.780858  0.780858  \n",
+       "1  0.683793  0.389789  0.016787  0.503695  0.403695  0.403695  \n",
+       "2  0.560394  0.334802  0.517694  0.646110  0.546110  0.546110  \n",
+       "3  0.120525  0.141746  0.771144  0.489660  0.389660  0.389660  \n",
+       "4  0.819140  0.676051  0.109349  0.872947  0.772947  0.772947  \n",
+       "\n",
+       "[5 rows x 22 columns]"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data[\"21\"] = [i-0.1 for i in data[\"19\"].values]\n",
+    "data.head(5)"
+   ]
+  },
+  {
+   "cell_type": "markdown",
+   "metadata": {},
+   "source": [
+    "### 10. Use a list comprehension to extract and print all values from the data set that are between 0.7 and 0.75."
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.7347510852128797, 0.7343092314001137, 0.7490680818183477, 0.7390312927111312, 0.7159290265157912, 0.7356923324968598, 0.7357618655811269, 0.7306642125209889, 0.7033930409580709, 0.7033930409580709, 0.7013619954419494, 0.7396561066717461, 0.7045750112959754, 0.7383982036983279, 0.7178166705957928, 0.7088042362916818, 0.737444918174949, 0.7264121114538001, 0.7133695725698419, 0.7476323136755818, 0.726854508853197, 0.7111584953876777, 0.7008930873050235, 0.7209375615129192, 0.7303553716733908, 0.7274869207330491, 0.7274869207330491, 0.7025657075988269, 0.7298115760258881, 0.7294980584878026, 0.7215147068185102, 0.7130781095091867, 0.7393833032570581, 0.7258310816144985, 0.7358941798147411, 0.736029494090402, 0.7085098152301276, 0.7472962776291713, 0.7329024831531535, 0.7124169515124726, 0.71223975981198, 0.7365416322783028, 0.7133690799930356, 0.7078738356977186, 0.7032248108904495, 0.7196096371031628, 0.7244863338885654, 0.7321533684342264, 0.7376946446827494, 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0.7356923324968598, 0.7357618655811269, 0.7306642125209889, 0.7033930409580709, 0.7033930409580709, 0.7013619954419494, 0.7396561066717461, 0.7045750112959754, 0.7383982036983279, 0.7178166705957928, 0.7088042362916818, 0.737444918174949, 0.7264121114538001, 0.7133695725698419, 0.7476323136755818, 0.726854508853197, 0.7111584953876777, 0.7008930873050235, 0.7209375615129192, 0.7303553716733908, 0.7274869207330491, 0.7274869207330491, 0.7025657075988269, 0.7298115760258881, 0.7294980584878026, 0.7215147068185102, 0.7130781095091867, 0.7393833032570581, 0.7258310816144985, 0.7358941798147411, 0.736029494090402, 0.7085098152301276, 0.7472962776291713, 0.7329024831531535, 0.7124169515124726, 0.71223975981198, 0.7365416322783028, 0.7133690799930356, 0.7078738356977186, 0.7032248108904495, 0.7196096371031628, 0.7244863338885654, 0.7321533684342264, 0.7376946446827494, 0.7376946446827494, 0.7132714209987683, 0.7023481768180954, 0.7051334608870933, 0.7280006345208285, 0.7150799992177622, 0.7321333453970806, 0.7173964318670598, 0.7347510852128797, 0.7343092314001137, 0.7490680818183477, 0.7390312927111312, 0.7159290265157912, 0.7356923324968598, 0.7357618655811269, 0.7306642125209889, 0.7033930409580709, 0.7033930409580709, 0.7013619954419494, 0.7396561066717461, 0.7045750112959754, 0.7383982036983279, 0.7178166705957928, 0.7088042362916818, 0.737444918174949, 0.7264121114538001, 0.7133695725698419, 0.7476323136755818, 0.726854508853197, 0.7111584953876777, 0.7008930873050235, 0.7209375615129192, 0.7303553716733908, 0.7274869207330491, 0.7274869207330491, 0.7025657075988269, 0.7298115760258881, 0.7294980584878026, 0.7215147068185102, 0.7130781095091867, 0.7393833032570581, 0.7258310816144985, 0.7358941798147411, 0.736029494090402, 0.7085098152301276, 0.7472962776291713, 0.7329024831531535, 0.7124169515124726, 0.71223975981198, 0.7365416322783028, 0.7133690799930356, 0.7078738356977186, 0.7032248108904495, 0.7196096371031628, 0.7244863338885654, 0.7321533684342264, 0.7376946446827494, 0.7376946446827494, 0.7132714209987683, 0.7023481768180954, 0.7051334608870933, 0.7280006345208285, 0.7150799992177622, 0.7321333453970806, 0.7173964318670598, 0.7347510852128797, 0.7343092314001137, 0.7490680818183477, 0.7390312927111312, 0.7159290265157912, 0.7356923324968598, 0.7357618655811269, 0.7306642125209889, 0.7033930409580709, 0.7033930409580709, 0.7013619954419494, 0.7396561066717461, 0.7045750112959754, 0.7383982036983279, 0.7178166705957928, 0.7088042362916818, 0.737444918174949, 0.7264121114538001, 0.7133695725698419, 0.7476323136755818, 0.726854508853197, 0.7111584953876777, 0.7008930873050235, 0.7209375615129192, 0.7303553716733908, 0.7274869207330491, 0.7274869207330491, 0.7025657075988269, 0.7298115760258881, 0.7294980584878026, 0.7215147068185102, 0.7130781095091867, 0.7393833032570581, 0.7258310816144985, 0.7358941798147411, 0.736029494090402, 0.7085098152301276, 0.7472962776291713, 0.7329024831531535, 0.7124169515124726, 0.71223975981198, 0.7365416322783028, 0.7133690799930356, 0.7078738356977186, 0.7032248108904495, 0.7196096371031628, 0.7244863338885654, 0.7321533684342264, 0.7376946446827494, 0.7376946446827494, 0.7132714209987683, 0.7023481768180954, 0.7051334608870933, 0.7280006345208285, 0.7150799992177622, 0.7321333453970806, 0.7173964318670598, 0.7347510852128797, 0.7343092314001137, 0.7490680818183477, 0.7390312927111312, 0.7159290265157912, 0.7356923324968598, 0.7357618655811269, 0.7306642125209889, 0.7033930409580709, 0.7033930409580709, 0.7013619954419494, 0.7396561066717461, 0.7045750112959754, 0.7383982036983279, 0.7178166705957928, 0.7088042362916818, 0.737444918174949, 0.7264121114538001, 0.7133695725698419, 0.7476323136755818, 0.726854508853197, 0.7111584953876777, 0.7008930873050235, 0.7209375615129192, 0.7303553716733908, 0.7274869207330491, 0.7274869207330491, 0.7025657075988269, 0.7298115760258881, 0.7294980584878026, 0.7215147068185102, 0.7130781095091867, 0.7393833032570581, 0.7258310816144985, 0.7358941798147411, 0.736029494090402, 0.7085098152301276, 0.7472962776291713, 0.7329024831531535, 0.7124169515124726, 0.71223975981198, 0.7365416322783028, 0.7133690799930356, 0.7078738356977186, 0.7032248108904495, 0.7196096371031628, 0.7244863338885654, 0.7321533684342264, 0.7376946446827494, 0.7376946446827494, 0.7132714209987683, 0.7023481768180954, 0.7051334608870933, 0.7280006345208285, 0.7150799992177622, 0.7321333453970806, 0.7173964318670598, 0.7347510852128797, 0.7343092314001137, 0.7490680818183477, 0.7390312927111312, 0.7159290265157912, 0.7356923324968598, 0.7357618655811269, 0.7306642125209889, 0.7033930409580709, 0.7033930409580709, 0.7013619954419494, 0.7396561066717461, 0.7045750112959754, 0.7383982036983279, 0.7178166705957928, 0.7088042362916818, 0.737444918174949, 0.7264121114538001, 0.7133695725698419, 0.7476323136755818, 0.726854508853197, 0.7111584953876777, 0.7008930873050235, 0.7209375615129192, 0.7303553716733908, 0.7274869207330491, 0.7274869207330491, 0.7025657075988269, 0.7298115760258881, 0.7294980584878026, 0.7215147068185102, 0.7130781095091867, 0.7393833032570581, 0.7258310816144985, 0.7358941798147411, 0.736029494090402, 0.7085098152301276, 0.7472962776291713, 0.7329024831531535, 0.7124169515124726, 0.71223975981198, 0.7365416322783028, 0.7133690799930356, 0.7078738356977186, 0.7032248108904495, 0.7196096371031628, 0.7244863338885654, 0.7321533684342264, 0.7376946446827494, 0.7376946446827494, 0.7132714209987683, 0.7023481768180954, 0.7051334608870933, 0.7280006345208285, 0.7150799992177622, 0.7321333453970806, 0.7173964318670598, 0.7347510852128797, 0.7343092314001137, 0.7490680818183477, 0.7390312927111312, 0.7159290265157912, 0.7356923324968598, 0.7357618655811269, 0.7306642125209889, 0.7033930409580709, 0.7033930409580709, 0.7013619954419494, 0.7396561066717461, 0.7045750112959754, 0.7383982036983279, 0.7178166705957928, 0.7088042362916818, 0.737444918174949, 0.7264121114538001, 0.7133695725698419, 0.7476323136755818, 0.726854508853197, 0.7111584953876777, 0.7008930873050235, 0.7209375615129192, 0.7303553716733908, 0.7274869207330491, 0.7274869207330491, 0.7025657075988269, 0.7298115760258881, 0.7294980584878026, 0.7215147068185102, 0.7130781095091867, 0.7393833032570581, 0.7258310816144985, 0.7358941798147411, 0.736029494090402, 0.7085098152301276, 0.7472962776291713, 0.7329024831531535, 0.7124169515124726, 0.71223975981198, 0.7365416322783028, 0.7133690799930356, 0.7078738356977186, 0.7032248108904495, 0.7196096371031628, 0.7244863338885654, 0.7321533684342264, 0.7376946446827494, 0.7376946446827494, 0.7132714209987683, 0.7023481768180954, 0.7051334608870933, 0.7280006345208285, 0.7150799992177622, 0.7321333453970806, 0.7173964318670598, 0.7347510852128797, 0.7343092314001137, 0.7490680818183477, 0.7390312927111312, 0.7159290265157912, 0.7356923324968598, 0.7357618655811269, 0.7306642125209889, 0.7033930409580709, 0.7033930409580709, 0.7013619954419494, 0.7396561066717461, 0.7045750112959754, 0.7383982036983279, 0.7178166705957928, 0.7088042362916818, 0.737444918174949, 0.7264121114538001, 0.7133695725698419, 0.7476323136755818, 0.726854508853197, 0.7111584953876777, 0.7008930873050235, 0.7209375615129192, 0.7303553716733908, 0.7274869207330491, 0.7274869207330491, 0.7025657075988269, 0.7298115760258881, 0.7294980584878026, 0.7215147068185102, 0.7130781095091867, 0.7393833032570581, 0.7258310816144985, 0.7358941798147411, 0.736029494090402, 0.7085098152301276, 0.7472962776291713, 0.7329024831531535, 0.7124169515124726, 0.71223975981198, 0.7365416322783028, 0.7133690799930356, 0.7078738356977186, 0.7032248108904495, 0.7196096371031628, 0.7244863338885654, 0.7321533684342264, 0.7376946446827494, 0.7376946446827494, 0.7132714209987683, 0.7023481768180954, 0.7051334608870933, 0.7280006345208285, 0.7150799992177622, 0.7321333453970806, 0.7173964318670598, 0.7347510852128797, 0.7343092314001137, 0.7490680818183477, 0.7390312927111312, 0.7159290265157912, 0.7356923324968598, 0.7357618655811269, 0.7306642125209889, 0.7033930409580709, 0.7033930409580709, 0.7013619954419494, 0.7396561066717461, 0.7045750112959754, 0.7383982036983279, 0.7178166705957928, 0.7088042362916818, 0.737444918174949, 0.7264121114538001, 0.7133695725698419, 0.7476323136755818, 0.726854508853197, 0.7111584953876777, 0.7008930873050235, 0.7209375615129192, 0.7303553716733908, 0.7274869207330491, 0.7274869207330491, 0.7025657075988269, 0.7298115760258881, 0.7294980584878026, 0.7215147068185102, 0.7130781095091867, 0.7393833032570581, 0.7258310816144985, 0.7358941798147411, 0.736029494090402, 0.7085098152301276, 0.7472962776291713, 0.7329024831531535, 0.7124169515124726, 0.71223975981198, 0.7365416322783028, 0.7133690799930356, 0.7078738356977186, 0.7032248108904495, 0.7196096371031628, 0.7244863338885654, 0.7321533684342264, 0.7376946446827494, 0.7376946446827494, 0.7132714209987683, 0.7023481768180954, 0.7051334608870933, 0.7280006345208285, 0.7150799992177622, 0.7321333453970806, 0.7173964318670598]\n"
+     ]
+    }
+   ],
+   "source": [
+    "values_07_075 = [value for value in data.values for column in data.values for value in column if value < 0.75 and value > 0.7]\n",
+    "print(values_07_075)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": null,
+   "metadata": {},
+   "outputs": [],
+   "source": []
+  }
+ ],
+ "metadata": {
+  "kernelspec": {
+   "display_name": "Python 3 (ipykernel)",
+   "language": "python",
+   "name": "python3"
+  },
+  "language_info": {
+   "codemirror_mode": {
+    "name": "ipython",
+    "version": 3
+   },
+   "file_extension": ".py",
+   "mimetype": "text/x-python",
+   "name": "python",
+   "nbconvert_exporter": "python",
+   "pygments_lexer": "ipython3",
+   "version": "3.10.3"
+  }
+ },
+ "nbformat": 4,
+ "nbformat_minor": 2
+}
diff --git a/your-code/main.ipynb b/your-code/main.ipynb
index c5931c4..10b7a8e 100644
--- a/your-code/main.ipynb
+++ b/your-code/main.ipynb
@@ -11,7 +11,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 1,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -29,10 +29,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 2,
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, 33, 34, 35, 36, 37, 38, 39, 40, 41, 42, 43, 44, 45, 46, 47, 48, 49, 50]\n"
+     ]
+    }
+   ],
+   "source": [
+    "consecutive_integers = [i for i in range(1,51)]\n",
+    "print(consecutive_integers)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -43,10 +54,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 3,
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[2, 4, 6, 8, 10, 12, 14, 16, 18, 20, 22, 24, 26, 28, 30, 32, 34, 36, 38, 40, 42, 44, 46, 48, 50, 52, 54, 56, 58, 60, 62, 64, 66, 68, 70, 72, 74, 76, 78, 80, 82, 84, 86, 88, 90, 92, 94, 96, 98, 100, 102, 104, 106, 108, 110, 112, 114, 116, 118, 120, 122, 124, 126, 128, 130, 132, 134, 136, 138, 140, 142, 144, 146, 148, 150, 152, 154, 156, 158, 160, 162, 164, 166, 168, 170, 172, 174, 176, 178, 180, 182, 184, 186, 188, 190, 192, 194, 196, 198, 200]\n"
+     ]
+    }
+   ],
+   "source": [
+    "even_numbers = [i for i in range(2,201,2)]\n",
+    "print(even_numbers)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -57,7 +79,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 4,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -75,10 +97,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 5,
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.84062117, 0.48006452, 0.7876326, 0.77109654, 0.44409793, 0.09014516, 0.81835917, 0.87645456, 0.7066597, 0.09610873, 0.41247947, 0.57433389, 0.29960807, 0.42315023, 0.34452557, 0.4751035, 0.17003563, 0.46843998, 0.92796258, 0.69814654, 0.41290051, 0.19561071, 0.16284783, 0.97016248, 0.71725408, 0.87702738, 0.31244595, 0.76615487, 0.20754036, 0.57871812, 0.07214068, 0.40356048, 0.12149553, 0.53222417, 0.9976855, 0.12536346, 0.80930099, 0.50962849, 0.94555126, 0.33364763]\n"
+     ]
+    }
+   ],
+   "source": [
+    "matrix_elements = [value for lista in a for value in lista]\n",
+    "print(matrix_elements)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -89,10 +122,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 6,
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.84062117, 0.7876326, 0.77109654, 0.81835917, 0.87645456, 0.7066597, 0.57433389, 0.92796258, 0.69814654, 0.97016248, 0.71725408, 0.87702738, 0.76615487, 0.57871812, 0.53222417, 0.9976855, 0.80930099, 0.50962849, 0.94555126]\n"
+     ]
+    }
+   ],
+   "source": [
+    "matrix_elements = [value for lista in a for value in lista if value > 0.5]\n",
+    "print(matrix_elements)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -103,7 +147,7 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 7,
    "metadata": {},
    "outputs": [],
    "source": [
@@ -125,10 +169,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 8,
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.55867166, 0.06210792, 0.08147297, 0.82579068, 0.91512478, 0.06833034, 0.05440634, 0.65857693, 0.30296619, 0.06769833, 0.96031863, 0.51293743, 0.09143215, 0.71893382, 0.45850679, 0.58256464, 0.59005654, 0.56266457, 0.71600294, 0.87392666, 0.11434044, 0.8694668, 0.65669313, 0.10708681, 0.07529684, 0.46470767, 0.47984544, 0.65368638, 0.14901286, 0.23760688]\n"
+     ]
+    }
+   ],
+   "source": [
+    "elements_5x2x3 = [value for group in b for lista in group for value in lista]\n",
+    "print(elements_5x2x3)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -139,10 +194,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 9,
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.06210792, 0.08147297, 0.06833034, 0.05440634, 0.30296619, 0.06769833, 0.09143215, 0.45850679, 0.11434044, 0.10708681, 0.07529684, 0.46470767, 0.47984544, 0.14901286, 0.23760688]\n"
+     ]
+    }
+   ],
+   "source": [
+    "elements_5x2x3 = [value for group in b for lista in group for value in lista if value <= 0.5]\n",
+    "print(elements_5x2x3)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -153,10 +219,32 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 10,
    "metadata": {},
    "outputs": [],
-   "source": []
+   "source": [
+    "import glob"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 11,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['sample_file_0.csv', 'sample_file_1.csv', 'sample_file_2.csv', 'sample_file_3.csv', 'sample_file_4.csv', 'sample_file_5.csv', 'sample_file_6.csv', 'sample_file_7.csv', 'sample_file_8.csv', 'sample_file_9.csv']\n"
+     ]
+    }
+   ],
+   "source": [
+    "file_list = [f for f in os.listdir(\"../data/\") if f.endswith('.csv')]\n",
+    "print(file_list)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -167,10 +255,546 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 12,
+   "metadata": {
+    "scrolled": true
+   },
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[          0         1         2         3         4         5         6  \\\n",
+      "0  0.734751  0.195362  0.734309  0.598184  0.763433  0.263434  0.868066   \n",
+      "1  0.772607  0.445391  0.249642  0.787922  0.598583  0.827238  0.624126   \n",
+      "2  0.226428  0.268764  0.694262  0.622335  0.063843  0.122683  0.815625   \n",
+      "3  0.362748  0.495430  0.113876  0.594149  0.612522  0.625204  0.864050   \n",
+      "4  0.033415  0.340433  0.464971  0.363737  0.025815  0.434129  0.415163   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.058092  0.753502  0.587513  0.311608  0.178356  0.182922  0.147631   \n",
+      "1  0.601524  0.688753  0.338870  0.081595  0.471474  0.267443  0.453351   \n",
+      "2  0.584542  0.032594  0.589775  0.764350  0.650973  0.565705  0.691784   \n",
+      "3  0.260279  0.528873  0.168043  0.715929  0.677014  0.175735  0.632370   \n",
+      "4  0.892210  0.381701  0.415264  0.790801  0.696930  0.819751  0.944029   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.391188  0.816049  0.749068  0.293260  0.937828  0.880858  \n",
+      "1  0.800716  0.045749  0.683793  0.389789  0.016787  0.503695  \n",
+      "2  0.265223  0.739031  0.560394  0.334802  0.517694  0.646110  \n",
+      "3  0.926715  0.085675  0.120525  0.141746  0.771144  0.489660  \n",
+      "4  0.869965  0.041723  0.819140  0.676051  0.109349  0.872947  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.276827  0.260054  0.942397  0.113187  0.781355  0.475740  0.152061   \n",
+      "1  0.995885  0.158381  0.244274  0.962163  0.651900  0.930665  0.577190   \n",
+      "2  0.641917  0.821055  0.392437  0.782617  0.510762  0.428320  0.017324   \n",
+      "3  0.806532  0.569258  0.148175  0.809987  0.459632  0.735762  0.730664   \n",
+      "4  0.311185  0.501165  0.365979  0.782807  0.776795  0.797199  0.791946   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.250324  0.147078  0.162984  0.977025  0.509619  0.593212  0.911839   \n",
+      "1  0.087914  0.960261  0.580840  0.194616  0.661459  0.674085  0.049326   \n",
+      "2  0.680720  0.340412  0.462513  0.785776  0.251949  0.032847  0.995700   \n",
+      "3  0.934502  0.080322  0.763502  0.398504  0.027637  0.409665  0.942846   \n",
+      "4  0.847157  0.771811  0.233944  0.522344  0.053030  0.208551  0.824354   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.257645  0.386457  0.696932  0.069162  0.952291  0.286542  \n",
+      "1  0.785803  0.315645  0.495355  0.232135  0.549324  0.572232  \n",
+      "2  0.816563  0.735692  0.435998  0.430411  0.531757  0.489528  \n",
+      "3  0.133256  0.157158  0.929446  0.402791  0.685976  0.246594  \n",
+      "4  0.588567  0.604341  0.232964  0.229109  0.022881  0.479022  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.948664  0.215285  0.918270  0.599951  0.755120  0.971609  0.103190   \n",
+      "1  0.163236  0.803926  0.916655  0.775234  0.644890  0.701362  0.910208   \n",
+      "2  0.934136  0.031410  0.954057  0.853387  0.642160  0.681184  0.317198   \n",
+      "3  0.757038  0.918964  0.475459  0.837686  0.149645  0.819032  0.611996   \n",
+      "4  0.263455  0.816283  0.336707  0.587997  0.285871  0.619942  0.018027   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.194754  0.932388  0.591727  0.697517  0.607355  0.177649  0.435968   \n",
+      "1  0.871204  0.321745  0.586035  0.887054  0.240060  0.915342  0.205310   \n",
+      "2  0.875259  0.538416  0.867511  0.813309  0.215624  0.552062  0.498378   \n",
+      "3  0.644348  0.938444  0.410444  0.561513  0.499231  0.856437  0.054619   \n",
+      "4  0.548845  0.121471  0.194299  0.149844  0.848866  0.531840  0.663384   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.202404  0.979777  0.095713  0.159040  0.651457  0.803393  \n",
+      "1  0.489504  0.848926  0.304342  0.358977  0.841539  0.964889  \n",
+      "2  0.739656  0.307914  0.233996  0.602166  0.244210  0.313071  \n",
+      "3  0.326310  0.461825  0.954783  0.361873  0.145952  0.873029  \n",
+      "4  0.084884  0.120312  0.463214  0.437889  0.542376  0.668447  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.376101  0.896590  0.500995  0.381416  0.447730  0.048472  0.094235   \n",
+      "1  0.498192  0.565500  0.152394  0.284232  0.557042  0.417095  0.663465   \n",
+      "2  0.635284  0.247512  0.179986  0.468231  0.911799  0.764209  0.941413   \n",
+      "3  0.647497  0.072412  0.681403  0.977189  0.690953  0.829347  0.236915   \n",
+      "4  0.170792  0.586900  0.029834  0.921923  0.090727  0.592746  0.972429   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.986890  0.582352  0.037230  0.130306  0.766153  0.153783  0.199140   \n",
+      "1  0.158188  0.039182  0.543442  0.521210  0.993481  0.580359  0.765757   \n",
+      "2  0.808370  0.578024  0.181267  0.064788  0.924226  0.070744  0.704575   \n",
+      "3  0.406938  0.898234  0.513575  0.532473  0.790312  0.082292  0.850821   \n",
+      "4  0.774760  0.293800  0.956949  0.811740  0.525562  0.454788  0.848812   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.330318  0.969657  0.110998  0.033474  0.117277  0.213938  \n",
+      "1  0.931264  0.336841  0.271230  0.509798  0.877048  0.310951  \n",
+      "2  0.948127  0.971452  0.360861  0.074394  0.386949  0.396453  \n",
+      "3  0.088025  0.289218  0.822775  0.515933  0.962827  0.026952  \n",
+      "4  0.095214  0.415311  0.026496  0.513342  0.830389  0.931145  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.901381  0.790944  0.596603  0.354721  0.357002  0.321325  0.738398   \n",
+      "1  0.763823  0.537281  0.708804  0.975269  0.053777  0.957740  0.389137   \n",
+      "2  0.571864  0.386243  0.567476  0.509283  0.552594  0.173807  0.229092   \n",
+      "3  0.956168  0.422274  0.121713  0.685208  0.713370  0.416245  0.337151   \n",
+      "4  0.121826  0.237479  0.553956  0.173660  0.354423  0.532080  0.271361   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.777885  0.775623  0.717817  0.788198  0.962214  0.394465  0.878922   \n",
+      "1  0.689829  0.510885  0.737445  0.097678  0.242906  0.073603  0.497591   \n",
+      "2  0.257945  0.313437  0.418311  0.750007  0.604759  0.234886  0.832337   \n",
+      "3  0.570693  0.435938  0.360098  0.037437  0.167545  0.847880  0.773456   \n",
+      "4  0.766006  0.607020  0.197302  0.526352  0.676571  0.473574  0.953228   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.084206  0.680941  0.992897  0.267455  0.212403  0.572150  \n",
+      "1  0.798467  0.789078  0.947559  0.631497  0.057953  0.060306  \n",
+      "2  0.421263  0.455785  0.893841  0.726412  0.458360  0.048740  \n",
+      "3  0.490628  0.544232  0.954668  0.567280  0.571539  0.560742  \n",
+      "4  0.413186  0.957242  0.642558  0.351496  0.547297  0.177401  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.437114  0.156941  0.183148  0.817785  0.747632  0.726855  0.944758   \n",
+      "1  0.213337  0.503490  0.802663  0.443484  0.700893  0.129329  0.007176   \n",
+      "2  0.625692  0.184609  0.120652  0.410955  0.408272  0.686792  0.480168   \n",
+      "3  0.642007  0.175592  0.476889  0.451096  0.803491  0.272613  0.576037   \n",
+      "4  0.809129  0.549374  0.055405  0.857802  0.760688  0.662257  0.453289   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.287449  0.792692  0.080025  0.079886  0.067887  0.543498  0.711158   \n",
+      "1  0.027735  0.427692  0.156926  0.486138  0.571278  0.940414  0.940730   \n",
+      "2  0.286901  0.320112  0.048815  0.768725  0.461014  0.090451  0.720938   \n",
+      "3  0.774269  0.323313  0.349850  0.413465  0.641111  0.841210  0.668661   \n",
+      "4  0.658329  0.973615  0.449771  0.615229  0.467290  0.158077  0.305716   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.960030  0.810807  0.579395  0.660811  0.520295  0.945250  \n",
+      "1  0.933377  0.427869  0.654402  0.407580  0.122453  0.115311  \n",
+      "2  0.192501  0.219077  0.034113  0.858956  0.816036  0.582192  \n",
+      "3  0.101031  0.972135  0.479581  0.149982  0.035150  0.528075  \n",
+      "4  0.730355  0.412336  0.469142  0.078734  0.448741  0.827487  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.702566  0.092336  0.245083  0.918402  0.695110  0.886921  0.588605   \n",
+      "1  0.177005  0.649551  0.467321  0.449597  0.458872  0.815586  0.455132   \n",
+      "2  0.689556  0.445586  0.005691  0.150171  0.554146  0.492320  0.185612   \n",
+      "3  0.047188  0.854596  0.833368  0.043878  0.883505  0.786302  0.980916   \n",
+      "4  0.936065  0.725831  0.184239  0.677391  0.242726  0.125457  0.356254   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.950970  0.168079  0.783107  0.698836  0.120857  0.207432  0.824789   \n",
+      "1  0.729812  0.998528  0.048724  0.377391  0.729498  0.721515  0.566724   \n",
+      "2  0.060855  0.457443  0.847337  0.603072  0.346574  0.898464  0.482963   \n",
+      "3  0.004030  0.619601  0.547769  0.160962  0.545281  0.931623  0.991855   \n",
+      "4  0.937350  0.215774  0.212762  0.483018  0.573162  0.634487  0.423924   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.349212  0.818606  0.376941  0.886644  0.472826  0.551858  \n",
+      "1  0.338366  0.877239  0.129824  0.773155  0.485385  0.686294  \n",
+      "2  0.443979  0.430132  0.713078  0.302786  0.051382  0.203699  \n",
+      "3  0.821099  0.654592  0.346710  0.183948  0.372739  0.739383  \n",
+      "4  0.394633  0.766967  0.606719  0.538712  0.885516  0.667051  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.460281  0.308551  0.735894  0.054059  0.593642  0.397679  0.019922   \n",
+      "1  0.065851  0.736029  0.797730  0.692722  0.167764  0.839756  0.910186   \n",
+      "2  0.671323  0.747296  0.892328  0.732902  0.065608  0.262364  0.712417   \n",
+      "3  0.445478  0.523522  0.959355  0.348292  0.761805  0.301391  0.712240   \n",
+      "4  0.291399  0.551248  0.736542  0.163562  0.451149  0.888938  0.968465   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.855673  0.339445  0.895810  0.832431  0.553308  0.617711  0.841575   \n",
+      "1  0.643328  0.371559  0.674311  0.424815  0.279397  0.015081  0.788497   \n",
+      "2  0.764379  0.017461  0.131970  0.649451  0.902157  0.034188  0.840938   \n",
+      "3  0.945462  0.139241  0.105477  0.889501  0.160828  0.400774  0.770295   \n",
+      "4  0.396090  0.681679  0.390542  0.030394  0.944077  0.366139  0.078188   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.336094  0.951907  0.050986  0.856135  0.773953  0.295344  \n",
+      "1  0.132391  0.766033  0.708510  0.752866  0.493862  0.577262  \n",
+      "2  0.098536  0.957824  0.566209  0.655947  0.592733  0.002596  \n",
+      "3  0.844655  0.772798  0.584262  0.807400  0.177419  0.926007  \n",
+      "4  0.175482  0.232489  0.806964  0.904593  0.803629  0.792851  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.132453  0.106635  0.673568  0.507253  0.162925  0.130042  0.980388   \n",
+      "1  0.384938  0.767604  0.850528  0.605998  0.826172  0.667488  0.142045   \n",
+      "2  0.318691  0.675720  0.807189  0.752518  0.531342  0.703225  0.598293   \n",
+      "3  0.538593  0.291241  0.407187  0.613260  0.851424  0.962086  0.590512   \n",
+      "4  0.713271  0.156210  0.392800  0.702348  0.009400  0.030304  0.960066   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.623167  0.074066  0.111557  0.864664  0.093637  0.446974  0.022525   \n",
+      "1  0.086904  0.912348  0.892183  0.426389  0.776552  0.429496  0.602056   \n",
+      "2  0.921508  0.563333  0.184300  0.667625  0.270017  0.573440  0.163669   \n",
+      "3  0.980700  0.159022  0.684265  0.898633  0.470113  0.756593  0.282408   \n",
+      "4  0.688937  0.260252  0.634608  0.273775  0.264145  0.682941  0.908499   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.713369  0.707874  0.563506  0.982256  0.562498  0.968681  \n",
+      "1  0.283769  0.166793  0.316878  0.688337  0.169525  0.966198  \n",
+      "2  0.032852  0.689315  0.973684  0.719610  0.163670  0.724486  \n",
+      "3  0.551369  0.732153  0.494100  0.792803  0.794426  0.837695  \n",
+      "4  0.450950  0.200761  0.968324  0.221165  0.891382  0.398914  ,           0         1         2         3         4         5         6  \\\n",
+      "0  0.215190  0.155352  0.160848  0.807736  0.363587  0.899832  0.146754   \n",
+      "1  0.895544  0.955196  0.089925  0.827555  0.089071  0.642883  0.996052   \n",
+      "2  0.413752  0.693052  0.789796  0.929164  0.536191  0.439769  0.773474   \n",
+      "3  0.728001  0.348156  0.935787  0.851163  0.444573  0.715080  0.988408   \n",
+      "4  0.134942  0.875931  0.273505  0.207588  0.080696  0.717396  0.033930   \n",
+      "\n",
+      "          7         8         9        10        11        12        13  \\\n",
+      "0  0.094802  0.705133  0.882762  0.773320  0.687745  0.016789  0.340725   \n",
+      "1  0.879020  0.421837  0.412141  0.858513  0.217091  0.176157  0.551236   \n",
+      "2  0.982074  0.876955  0.633154  0.279005  0.483317  0.908288  0.756172   \n",
+      "3  0.210332  0.732133  0.892383  0.216893  0.367595  0.846208  0.240111   \n",
+      "4  0.646837  0.888722  0.922742  0.176593  0.861333  0.389451  0.695244   \n",
+      "\n",
+      "         14        15        16        17        18        19  \n",
+      "0  0.984182  0.985461  0.412044  0.867894  0.113432  0.349845  \n",
+      "1  0.834378  0.419535  0.041431  0.602258  0.984628  0.516899  \n",
+      "2  0.462130  0.289892  0.145233  0.076819  0.797836  0.197592  \n",
+      "3  0.471880  0.399721  0.758196  0.665568  0.931542  0.448124  \n",
+      "4  0.129955  0.364114  0.428224  0.365442  0.847818  0.588319  ]\n"
+     ]
+    }
+   ],
+   "source": [
+    "# En el metodo join se coloca un doble punto \"../\" para indicar que debe regresar un paso en la direccion\n",
+    "# del archivo y después entrar al archivo destino, en este caso \"data\"\n",
+    "data_sets = [pd.read_csv(os.path.join('../data', f)) for f in file_list]\n",
+    "print(data_sets)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 13,
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
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+       "\n",
+       "    .dataframe tbody tr th {\n",
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+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>0</th>\n",
+       "      <th>1</th>\n",
+       "      <th>2</th>\n",
+       "      <th>3</th>\n",
+       "      <th>4</th>\n",
+       "      <th>5</th>\n",
+       "      <th>6</th>\n",
+       "      <th>7</th>\n",
+       "      <th>8</th>\n",
+       "      <th>9</th>\n",
+       "      <th>10</th>\n",
+       "      <th>11</th>\n",
+       "      <th>12</th>\n",
+       "      <th>13</th>\n",
+       "      <th>14</th>\n",
+       "      <th>15</th>\n",
+       "      <th>16</th>\n",
+       "      <th>17</th>\n",
+       "      <th>18</th>\n",
+       "      <th>19</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.734751</td>\n",
+       "      <td>0.195362</td>\n",
+       "      <td>0.734309</td>\n",
+       "      <td>0.598184</td>\n",
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+       "      <td>0.263434</td>\n",
+       "      <td>0.868066</td>\n",
+       "      <td>0.058092</td>\n",
+       "      <td>0.753502</td>\n",
+       "      <td>0.587513</td>\n",
+       "      <td>0.311608</td>\n",
+       "      <td>0.178356</td>\n",
+       "      <td>0.182922</td>\n",
+       "      <td>0.147631</td>\n",
+       "      <td>0.391188</td>\n",
+       "      <td>0.816049</td>\n",
+       "      <td>0.749068</td>\n",
+       "      <td>0.293260</td>\n",
+       "      <td>0.937828</td>\n",
+       "      <td>0.880858</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.772607</td>\n",
+       "      <td>0.445391</td>\n",
+       "      <td>0.249642</td>\n",
+       "      <td>0.787922</td>\n",
+       "      <td>0.598583</td>\n",
+       "      <td>0.827238</td>\n",
+       "      <td>0.624126</td>\n",
+       "      <td>0.601524</td>\n",
+       "      <td>0.688753</td>\n",
+       "      <td>0.338870</td>\n",
+       "      <td>0.081595</td>\n",
+       "      <td>0.471474</td>\n",
+       "      <td>0.267443</td>\n",
+       "      <td>0.453351</td>\n",
+       "      <td>0.800716</td>\n",
+       "      <td>0.045749</td>\n",
+       "      <td>0.683793</td>\n",
+       "      <td>0.389789</td>\n",
+       "      <td>0.016787</td>\n",
+       "      <td>0.503695</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.226428</td>\n",
+       "      <td>0.268764</td>\n",
+       "      <td>0.694262</td>\n",
+       "      <td>0.622335</td>\n",
+       "      <td>0.063843</td>\n",
+       "      <td>0.122683</td>\n",
+       "      <td>0.815625</td>\n",
+       "      <td>0.584542</td>\n",
+       "      <td>0.032594</td>\n",
+       "      <td>0.589775</td>\n",
+       "      <td>0.764350</td>\n",
+       "      <td>0.650973</td>\n",
+       "      <td>0.565705</td>\n",
+       "      <td>0.691784</td>\n",
+       "      <td>0.265223</td>\n",
+       "      <td>0.739031</td>\n",
+       "      <td>0.560394</td>\n",
+       "      <td>0.334802</td>\n",
+       "      <td>0.517694</td>\n",
+       "      <td>0.646110</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.362748</td>\n",
+       "      <td>0.495430</td>\n",
+       "      <td>0.113876</td>\n",
+       "      <td>0.594149</td>\n",
+       "      <td>0.612522</td>\n",
+       "      <td>0.625204</td>\n",
+       "      <td>0.864050</td>\n",
+       "      <td>0.260279</td>\n",
+       "      <td>0.528873</td>\n",
+       "      <td>0.168043</td>\n",
+       "      <td>0.715929</td>\n",
+       "      <td>0.677014</td>\n",
+       "      <td>0.175735</td>\n",
+       "      <td>0.632370</td>\n",
+       "      <td>0.926715</td>\n",
+       "      <td>0.085675</td>\n",
+       "      <td>0.120525</td>\n",
+       "      <td>0.141746</td>\n",
+       "      <td>0.771144</td>\n",
+       "      <td>0.489660</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.033415</td>\n",
+       "      <td>0.340433</td>\n",
+       "      <td>0.464971</td>\n",
+       "      <td>0.363737</td>\n",
+       "      <td>0.025815</td>\n",
+       "      <td>0.434129</td>\n",
+       "      <td>0.415163</td>\n",
+       "      <td>0.892210</td>\n",
+       "      <td>0.381701</td>\n",
+       "      <td>0.415264</td>\n",
+       "      <td>0.790801</td>\n",
+       "      <td>0.696930</td>\n",
+       "      <td>0.819751</td>\n",
+       "      <td>0.944029</td>\n",
+       "      <td>0.869965</td>\n",
+       "      <td>0.041723</td>\n",
+       "      <td>0.819140</td>\n",
+       "      <td>0.676051</td>\n",
+       "      <td>0.109349</td>\n",
+       "      <td>0.872947</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.276827</td>\n",
+       "      <td>0.260054</td>\n",
+       "      <td>0.942397</td>\n",
+       "      <td>0.113187</td>\n",
+       "      <td>0.781355</td>\n",
+       "      <td>0.475740</td>\n",
+       "      <td>0.152061</td>\n",
+       "      <td>0.250324</td>\n",
+       "      <td>0.147078</td>\n",
+       "      <td>0.162984</td>\n",
+       "      <td>0.977025</td>\n",
+       "      <td>0.509619</td>\n",
+       "      <td>0.593212</td>\n",
+       "      <td>0.911839</td>\n",
+       "      <td>0.257645</td>\n",
+       "      <td>0.386457</td>\n",
+       "      <td>0.696932</td>\n",
+       "      <td>0.069162</td>\n",
+       "      <td>0.952291</td>\n",
+       "      <td>0.286542</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.995885</td>\n",
+       "      <td>0.158381</td>\n",
+       "      <td>0.244274</td>\n",
+       "      <td>0.962163</td>\n",
+       "      <td>0.651900</td>\n",
+       "      <td>0.930665</td>\n",
+       "      <td>0.577190</td>\n",
+       "      <td>0.087914</td>\n",
+       "      <td>0.960261</td>\n",
+       "      <td>0.580840</td>\n",
+       "      <td>0.194616</td>\n",
+       "      <td>0.661459</td>\n",
+       "      <td>0.674085</td>\n",
+       "      <td>0.049326</td>\n",
+       "      <td>0.785803</td>\n",
+       "      <td>0.315645</td>\n",
+       "      <td>0.495355</td>\n",
+       "      <td>0.232135</td>\n",
+       "      <td>0.549324</td>\n",
+       "      <td>0.572232</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.641917</td>\n",
+       "      <td>0.821055</td>\n",
+       "      <td>0.392437</td>\n",
+       "      <td>0.782617</td>\n",
+       "      <td>0.510762</td>\n",
+       "      <td>0.428320</td>\n",
+       "      <td>0.017324</td>\n",
+       "      <td>0.680720</td>\n",
+       "      <td>0.340412</td>\n",
+       "      <td>0.462513</td>\n",
+       "      <td>0.785776</td>\n",
+       "      <td>0.251949</td>\n",
+       "      <td>0.032847</td>\n",
+       "      <td>0.995700</td>\n",
+       "      <td>0.816563</td>\n",
+       "      <td>0.735692</td>\n",
+       "      <td>0.435998</td>\n",
+       "      <td>0.430411</td>\n",
+       "      <td>0.531757</td>\n",
+       "      <td>0.489528</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.806532</td>\n",
+       "      <td>0.569258</td>\n",
+       "      <td>0.148175</td>\n",
+       "      <td>0.809987</td>\n",
+       "      <td>0.459632</td>\n",
+       "      <td>0.735762</td>\n",
+       "      <td>0.730664</td>\n",
+       "      <td>0.934502</td>\n",
+       "      <td>0.080322</td>\n",
+       "      <td>0.763502</td>\n",
+       "      <td>0.398504</td>\n",
+       "      <td>0.027637</td>\n",
+       "      <td>0.409665</td>\n",
+       "      <td>0.942846</td>\n",
+       "      <td>0.133256</td>\n",
+       "      <td>0.157158</td>\n",
+       "      <td>0.929446</td>\n",
+       "      <td>0.402791</td>\n",
+       "      <td>0.685976</td>\n",
+       "      <td>0.246594</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.311185</td>\n",
+       "      <td>0.501165</td>\n",
+       "      <td>0.365979</td>\n",
+       "      <td>0.782807</td>\n",
+       "      <td>0.776795</td>\n",
+       "      <td>0.797199</td>\n",
+       "      <td>0.791946</td>\n",
+       "      <td>0.847157</td>\n",
+       "      <td>0.771811</td>\n",
+       "      <td>0.233944</td>\n",
+       "      <td>0.522344</td>\n",
+       "      <td>0.053030</td>\n",
+       "      <td>0.208551</td>\n",
+       "      <td>0.824354</td>\n",
+       "      <td>0.588567</td>\n",
+       "      <td>0.604341</td>\n",
+       "      <td>0.232964</td>\n",
+       "      <td>0.229109</td>\n",
+       "      <td>0.022881</td>\n",
+       "      <td>0.479022</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "          0         1         2         3         4         5         6  \\\n",
+       "0  0.734751  0.195362  0.734309  0.598184  0.763433  0.263434  0.868066   \n",
+       "1  0.772607  0.445391  0.249642  0.787922  0.598583  0.827238  0.624126   \n",
+       "2  0.226428  0.268764  0.694262  0.622335  0.063843  0.122683  0.815625   \n",
+       "3  0.362748  0.495430  0.113876  0.594149  0.612522  0.625204  0.864050   \n",
+       "4  0.033415  0.340433  0.464971  0.363737  0.025815  0.434129  0.415163   \n",
+       "0  0.276827  0.260054  0.942397  0.113187  0.781355  0.475740  0.152061   \n",
+       "1  0.995885  0.158381  0.244274  0.962163  0.651900  0.930665  0.577190   \n",
+       "2  0.641917  0.821055  0.392437  0.782617  0.510762  0.428320  0.017324   \n",
+       "3  0.806532  0.569258  0.148175  0.809987  0.459632  0.735762  0.730664   \n",
+       "4  0.311185  0.501165  0.365979  0.782807  0.776795  0.797199  0.791946   \n",
+       "\n",
+       "          7         8         9        10        11        12        13  \\\n",
+       "0  0.058092  0.753502  0.587513  0.311608  0.178356  0.182922  0.147631   \n",
+       "1  0.601524  0.688753  0.338870  0.081595  0.471474  0.267443  0.453351   \n",
+       "2  0.584542  0.032594  0.589775  0.764350  0.650973  0.565705  0.691784   \n",
+       "3  0.260279  0.528873  0.168043  0.715929  0.677014  0.175735  0.632370   \n",
+       "4  0.892210  0.381701  0.415264  0.790801  0.696930  0.819751  0.944029   \n",
+       "0  0.250324  0.147078  0.162984  0.977025  0.509619  0.593212  0.911839   \n",
+       "1  0.087914  0.960261  0.580840  0.194616  0.661459  0.674085  0.049326   \n",
+       "2  0.680720  0.340412  0.462513  0.785776  0.251949  0.032847  0.995700   \n",
+       "3  0.934502  0.080322  0.763502  0.398504  0.027637  0.409665  0.942846   \n",
+       "4  0.847157  0.771811  0.233944  0.522344  0.053030  0.208551  0.824354   \n",
+       "\n",
+       "         14        15        16        17        18        19  \n",
+       "0  0.391188  0.816049  0.749068  0.293260  0.937828  0.880858  \n",
+       "1  0.800716  0.045749  0.683793  0.389789  0.016787  0.503695  \n",
+       "2  0.265223  0.739031  0.560394  0.334802  0.517694  0.646110  \n",
+       "3  0.926715  0.085675  0.120525  0.141746  0.771144  0.489660  \n",
+       "4  0.869965  0.041723  0.819140  0.676051  0.109349  0.872947  \n",
+       "0  0.257645  0.386457  0.696932  0.069162  0.952291  0.286542  \n",
+       "1  0.785803  0.315645  0.495355  0.232135  0.549324  0.572232  \n",
+       "2  0.816563  0.735692  0.435998  0.430411  0.531757  0.489528  \n",
+       "3  0.133256  0.157158  0.929446  0.402791  0.685976  0.246594  \n",
+       "4  0.588567  0.604341  0.232964  0.229109  0.022881  0.479022  "
+      ]
+     },
+     "execution_count": 13,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data = pd.concat(data_sets, axis=0)\n",
+    "data.head(10)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -181,10 +805,21 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 14,
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "['2', '9', '12', '14', '17']\n"
+     ]
+    }
+   ],
+   "source": [
+    " selected_columns = [column for column in data._get_numeric_data() if data[column].median() < 0.48]\n",
+    "print(selected_columns)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -195,10 +830,558 @@
   },
   {
    "cell_type": "code",
-   "execution_count": null,
+   "execution_count": 15,
    "metadata": {},
-   "outputs": [],
-   "source": []
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
+       "        vertical-align: middle;\n",
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+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
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+       "\n",
+       "    .dataframe thead th {\n",
+       "        text-align: right;\n",
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+       "</style>\n",
+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
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+       "      <th>15</th>\n",
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+       "      <th>17</th>\n",
+       "      <th>18</th>\n",
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+       "      <th>20</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
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+       "      <td>0.868066</td>\n",
+       "      <td>0.058092</td>\n",
+       "      <td>0.753502</td>\n",
+       "      <td>0.587513</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.178356</td>\n",
+       "      <td>0.182922</td>\n",
+       "      <td>0.147631</td>\n",
+       "      <td>0.391188</td>\n",
+       "      <td>0.816049</td>\n",
+       "      <td>0.749068</td>\n",
+       "      <td>0.293260</td>\n",
+       "      <td>0.937828</td>\n",
+       "      <td>0.880858</td>\n",
+       "      <td>0.780858</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.772607</td>\n",
+       "      <td>0.445391</td>\n",
+       "      <td>0.249642</td>\n",
+       "      <td>0.787922</td>\n",
+       "      <td>0.598583</td>\n",
+       "      <td>0.827238</td>\n",
+       "      <td>0.624126</td>\n",
+       "      <td>0.601524</td>\n",
+       "      <td>0.688753</td>\n",
+       "      <td>0.338870</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.471474</td>\n",
+       "      <td>0.267443</td>\n",
+       "      <td>0.453351</td>\n",
+       "      <td>0.800716</td>\n",
+       "      <td>0.045749</td>\n",
+       "      <td>0.683793</td>\n",
+       "      <td>0.389789</td>\n",
+       "      <td>0.016787</td>\n",
+       "      <td>0.503695</td>\n",
+       "      <td>0.403695</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.226428</td>\n",
+       "      <td>0.268764</td>\n",
+       "      <td>0.694262</td>\n",
+       "      <td>0.622335</td>\n",
+       "      <td>0.063843</td>\n",
+       "      <td>0.122683</td>\n",
+       "      <td>0.815625</td>\n",
+       "      <td>0.584542</td>\n",
+       "      <td>0.032594</td>\n",
+       "      <td>0.589775</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.650973</td>\n",
+       "      <td>0.565705</td>\n",
+       "      <td>0.691784</td>\n",
+       "      <td>0.265223</td>\n",
+       "      <td>0.739031</td>\n",
+       "      <td>0.560394</td>\n",
+       "      <td>0.334802</td>\n",
+       "      <td>0.517694</td>\n",
+       "      <td>0.646110</td>\n",
+       "      <td>0.546110</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.362748</td>\n",
+       "      <td>0.495430</td>\n",
+       "      <td>0.113876</td>\n",
+       "      <td>0.594149</td>\n",
+       "      <td>0.612522</td>\n",
+       "      <td>0.625204</td>\n",
+       "      <td>0.864050</td>\n",
+       "      <td>0.260279</td>\n",
+       "      <td>0.528873</td>\n",
+       "      <td>0.168043</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.677014</td>\n",
+       "      <td>0.175735</td>\n",
+       "      <td>0.632370</td>\n",
+       "      <td>0.926715</td>\n",
+       "      <td>0.085675</td>\n",
+       "      <td>0.120525</td>\n",
+       "      <td>0.141746</td>\n",
+       "      <td>0.771144</td>\n",
+       "      <td>0.489660</td>\n",
+       "      <td>0.389660</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.033415</td>\n",
+       "      <td>0.340433</td>\n",
+       "      <td>0.464971</td>\n",
+       "      <td>0.363737</td>\n",
+       "      <td>0.025815</td>\n",
+       "      <td>0.434129</td>\n",
+       "      <td>0.415163</td>\n",
+       "      <td>0.892210</td>\n",
+       "      <td>0.381701</td>\n",
+       "      <td>0.415264</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.696930</td>\n",
+       "      <td>0.819751</td>\n",
+       "      <td>0.944029</td>\n",
+       "      <td>0.869965</td>\n",
+       "      <td>0.041723</td>\n",
+       "      <td>0.819140</td>\n",
+       "      <td>0.676051</td>\n",
+       "      <td>0.109349</td>\n",
+       "      <td>0.872947</td>\n",
+       "      <td>0.772947</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.276827</td>\n",
+       "      <td>0.260054</td>\n",
+       "      <td>0.942397</td>\n",
+       "      <td>0.113187</td>\n",
+       "      <td>0.781355</td>\n",
+       "      <td>0.475740</td>\n",
+       "      <td>0.152061</td>\n",
+       "      <td>0.250324</td>\n",
+       "      <td>0.147078</td>\n",
+       "      <td>0.162984</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.509619</td>\n",
+       "      <td>0.593212</td>\n",
+       "      <td>0.911839</td>\n",
+       "      <td>0.257645</td>\n",
+       "      <td>0.386457</td>\n",
+       "      <td>0.696932</td>\n",
+       "      <td>0.069162</td>\n",
+       "      <td>0.952291</td>\n",
+       "      <td>0.286542</td>\n",
+       "      <td>0.186542</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.995885</td>\n",
+       "      <td>0.158381</td>\n",
+       "      <td>0.244274</td>\n",
+       "      <td>0.962163</td>\n",
+       "      <td>0.651900</td>\n",
+       "      <td>0.930665</td>\n",
+       "      <td>0.577190</td>\n",
+       "      <td>0.087914</td>\n",
+       "      <td>0.960261</td>\n",
+       "      <td>0.580840</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.661459</td>\n",
+       "      <td>0.674085</td>\n",
+       "      <td>0.049326</td>\n",
+       "      <td>0.785803</td>\n",
+       "      <td>0.315645</td>\n",
+       "      <td>0.495355</td>\n",
+       "      <td>0.232135</td>\n",
+       "      <td>0.549324</td>\n",
+       "      <td>0.572232</td>\n",
+       "      <td>0.472232</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.641917</td>\n",
+       "      <td>0.821055</td>\n",
+       "      <td>0.392437</td>\n",
+       "      <td>0.782617</td>\n",
+       "      <td>0.510762</td>\n",
+       "      <td>0.428320</td>\n",
+       "      <td>0.017324</td>\n",
+       "      <td>0.680720</td>\n",
+       "      <td>0.340412</td>\n",
+       "      <td>0.462513</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.251949</td>\n",
+       "      <td>0.032847</td>\n",
+       "      <td>0.995700</td>\n",
+       "      <td>0.816563</td>\n",
+       "      <td>0.735692</td>\n",
+       "      <td>0.435998</td>\n",
+       "      <td>0.430411</td>\n",
+       "      <td>0.531757</td>\n",
+       "      <td>0.489528</td>\n",
+       "      <td>0.389528</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.806532</td>\n",
+       "      <td>0.569258</td>\n",
+       "      <td>0.148175</td>\n",
+       "      <td>0.809987</td>\n",
+       "      <td>0.459632</td>\n",
+       "      <td>0.735762</td>\n",
+       "      <td>0.730664</td>\n",
+       "      <td>0.934502</td>\n",
+       "      <td>0.080322</td>\n",
+       "      <td>0.763502</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.027637</td>\n",
+       "      <td>0.409665</td>\n",
+       "      <td>0.942846</td>\n",
+       "      <td>0.133256</td>\n",
+       "      <td>0.157158</td>\n",
+       "      <td>0.929446</td>\n",
+       "      <td>0.402791</td>\n",
+       "      <td>0.685976</td>\n",
+       "      <td>0.246594</td>\n",
+       "      <td>0.146594</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.311185</td>\n",
+       "      <td>0.501165</td>\n",
+       "      <td>0.365979</td>\n",
+       "      <td>0.782807</td>\n",
+       "      <td>0.776795</td>\n",
+       "      <td>0.797199</td>\n",
+       "      <td>0.791946</td>\n",
+       "      <td>0.847157</td>\n",
+       "      <td>0.771811</td>\n",
+       "      <td>0.233944</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.053030</td>\n",
+       "      <td>0.208551</td>\n",
+       "      <td>0.824354</td>\n",
+       "      <td>0.588567</td>\n",
+       "      <td>0.604341</td>\n",
+       "      <td>0.232964</td>\n",
+       "      <td>0.229109</td>\n",
+       "      <td>0.022881</td>\n",
+       "      <td>0.479022</td>\n",
+       "      <td>0.379022</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>10 rows × 21 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "          0         1         2         3         4         5         6  \\\n",
+       "0  0.734751  0.195362  0.734309  0.598184  0.763433  0.263434  0.868066   \n",
+       "1  0.772607  0.445391  0.249642  0.787922  0.598583  0.827238  0.624126   \n",
+       "2  0.226428  0.268764  0.694262  0.622335  0.063843  0.122683  0.815625   \n",
+       "3  0.362748  0.495430  0.113876  0.594149  0.612522  0.625204  0.864050   \n",
+       "4  0.033415  0.340433  0.464971  0.363737  0.025815  0.434129  0.415163   \n",
+       "0  0.276827  0.260054  0.942397  0.113187  0.781355  0.475740  0.152061   \n",
+       "1  0.995885  0.158381  0.244274  0.962163  0.651900  0.930665  0.577190   \n",
+       "2  0.641917  0.821055  0.392437  0.782617  0.510762  0.428320  0.017324   \n",
+       "3  0.806532  0.569258  0.148175  0.809987  0.459632  0.735762  0.730664   \n",
+       "4  0.311185  0.501165  0.365979  0.782807  0.776795  0.797199  0.791946   \n",
+       "\n",
+       "          7         8         9  ...        11        12        13        14  \\\n",
+       "0  0.058092  0.753502  0.587513  ...  0.178356  0.182922  0.147631  0.391188   \n",
+       "1  0.601524  0.688753  0.338870  ...  0.471474  0.267443  0.453351  0.800716   \n",
+       "2  0.584542  0.032594  0.589775  ...  0.650973  0.565705  0.691784  0.265223   \n",
+       "3  0.260279  0.528873  0.168043  ...  0.677014  0.175735  0.632370  0.926715   \n",
+       "4  0.892210  0.381701  0.415264  ...  0.696930  0.819751  0.944029  0.869965   \n",
+       "0  0.250324  0.147078  0.162984  ...  0.509619  0.593212  0.911839  0.257645   \n",
+       "1  0.087914  0.960261  0.580840  ...  0.661459  0.674085  0.049326  0.785803   \n",
+       "2  0.680720  0.340412  0.462513  ...  0.251949  0.032847  0.995700  0.816563   \n",
+       "3  0.934502  0.080322  0.763502  ...  0.027637  0.409665  0.942846  0.133256   \n",
+       "4  0.847157  0.771811  0.233944  ...  0.053030  0.208551  0.824354  0.588567   \n",
+       "\n",
+       "         15        16        17        18        19        20  \n",
+       "0  0.816049  0.749068  0.293260  0.937828  0.880858  0.780858  \n",
+       "1  0.045749  0.683793  0.389789  0.016787  0.503695  0.403695  \n",
+       "2  0.739031  0.560394  0.334802  0.517694  0.646110  0.546110  \n",
+       "3  0.085675  0.120525  0.141746  0.771144  0.489660  0.389660  \n",
+       "4  0.041723  0.819140  0.676051  0.109349  0.872947  0.772947  \n",
+       "0  0.386457  0.696932  0.069162  0.952291  0.286542  0.186542  \n",
+       "1  0.315645  0.495355  0.232135  0.549324  0.572232  0.472232  \n",
+       "2  0.735692  0.435998  0.430411  0.531757  0.489528  0.389528  \n",
+       "3  0.157158  0.929446  0.402791  0.685976  0.246594  0.146594  \n",
+       "4  0.604341  0.232964  0.229109  0.022881  0.479022  0.379022  \n",
+       "\n",
+       "[10 rows x 21 columns]"
+      ]
+     },
+     "execution_count": 15,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data[\"20\"] = data[\"19\"].apply(lambda x: x-0.1)\n",
+    "data.head(10)"
+   ]
+  },
+  {
+   "cell_type": "code",
+   "execution_count": 16,
+   "metadata": {},
+   "outputs": [
+    {
+     "data": {
+      "text/html": [
+       "<div>\n",
+       "<style scoped>\n",
+       "    .dataframe tbody tr th:only-of-type {\n",
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+       "\n",
+       "    .dataframe tbody tr th {\n",
+       "        vertical-align: top;\n",
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+       "    .dataframe thead th {\n",
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+       "<table border=\"1\" class=\"dataframe\">\n",
+       "  <thead>\n",
+       "    <tr style=\"text-align: right;\">\n",
+       "      <th></th>\n",
+       "      <th>0</th>\n",
+       "      <th>1</th>\n",
+       "      <th>2</th>\n",
+       "      <th>3</th>\n",
+       "      <th>4</th>\n",
+       "      <th>5</th>\n",
+       "      <th>6</th>\n",
+       "      <th>7</th>\n",
+       "      <th>8</th>\n",
+       "      <th>9</th>\n",
+       "      <th>...</th>\n",
+       "      <th>12</th>\n",
+       "      <th>13</th>\n",
+       "      <th>14</th>\n",
+       "      <th>15</th>\n",
+       "      <th>16</th>\n",
+       "      <th>17</th>\n",
+       "      <th>18</th>\n",
+       "      <th>19</th>\n",
+       "      <th>20</th>\n",
+       "      <th>21</th>\n",
+       "    </tr>\n",
+       "  </thead>\n",
+       "  <tbody>\n",
+       "    <tr>\n",
+       "      <th>0</th>\n",
+       "      <td>0.734751</td>\n",
+       "      <td>0.195362</td>\n",
+       "      <td>0.734309</td>\n",
+       "      <td>0.598184</td>\n",
+       "      <td>0.763433</td>\n",
+       "      <td>0.263434</td>\n",
+       "      <td>0.868066</td>\n",
+       "      <td>0.058092</td>\n",
+       "      <td>0.753502</td>\n",
+       "      <td>0.587513</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.182922</td>\n",
+       "      <td>0.147631</td>\n",
+       "      <td>0.391188</td>\n",
+       "      <td>0.816049</td>\n",
+       "      <td>0.749068</td>\n",
+       "      <td>0.293260</td>\n",
+       "      <td>0.937828</td>\n",
+       "      <td>0.880858</td>\n",
+       "      <td>0.780858</td>\n",
+       "      <td>0.780858</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>1</th>\n",
+       "      <td>0.772607</td>\n",
+       "      <td>0.445391</td>\n",
+       "      <td>0.249642</td>\n",
+       "      <td>0.787922</td>\n",
+       "      <td>0.598583</td>\n",
+       "      <td>0.827238</td>\n",
+       "      <td>0.624126</td>\n",
+       "      <td>0.601524</td>\n",
+       "      <td>0.688753</td>\n",
+       "      <td>0.338870</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.267443</td>\n",
+       "      <td>0.453351</td>\n",
+       "      <td>0.800716</td>\n",
+       "      <td>0.045749</td>\n",
+       "      <td>0.683793</td>\n",
+       "      <td>0.389789</td>\n",
+       "      <td>0.016787</td>\n",
+       "      <td>0.503695</td>\n",
+       "      <td>0.403695</td>\n",
+       "      <td>0.403695</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>2</th>\n",
+       "      <td>0.226428</td>\n",
+       "      <td>0.268764</td>\n",
+       "      <td>0.694262</td>\n",
+       "      <td>0.622335</td>\n",
+       "      <td>0.063843</td>\n",
+       "      <td>0.122683</td>\n",
+       "      <td>0.815625</td>\n",
+       "      <td>0.584542</td>\n",
+       "      <td>0.032594</td>\n",
+       "      <td>0.589775</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.565705</td>\n",
+       "      <td>0.691784</td>\n",
+       "      <td>0.265223</td>\n",
+       "      <td>0.739031</td>\n",
+       "      <td>0.560394</td>\n",
+       "      <td>0.334802</td>\n",
+       "      <td>0.517694</td>\n",
+       "      <td>0.646110</td>\n",
+       "      <td>0.546110</td>\n",
+       "      <td>0.546110</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>3</th>\n",
+       "      <td>0.362748</td>\n",
+       "      <td>0.495430</td>\n",
+       "      <td>0.113876</td>\n",
+       "      <td>0.594149</td>\n",
+       "      <td>0.612522</td>\n",
+       "      <td>0.625204</td>\n",
+       "      <td>0.864050</td>\n",
+       "      <td>0.260279</td>\n",
+       "      <td>0.528873</td>\n",
+       "      <td>0.168043</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.175735</td>\n",
+       "      <td>0.632370</td>\n",
+       "      <td>0.926715</td>\n",
+       "      <td>0.085675</td>\n",
+       "      <td>0.120525</td>\n",
+       "      <td>0.141746</td>\n",
+       "      <td>0.771144</td>\n",
+       "      <td>0.489660</td>\n",
+       "      <td>0.389660</td>\n",
+       "      <td>0.389660</td>\n",
+       "    </tr>\n",
+       "    <tr>\n",
+       "      <th>4</th>\n",
+       "      <td>0.033415</td>\n",
+       "      <td>0.340433</td>\n",
+       "      <td>0.464971</td>\n",
+       "      <td>0.363737</td>\n",
+       "      <td>0.025815</td>\n",
+       "      <td>0.434129</td>\n",
+       "      <td>0.415163</td>\n",
+       "      <td>0.892210</td>\n",
+       "      <td>0.381701</td>\n",
+       "      <td>0.415264</td>\n",
+       "      <td>...</td>\n",
+       "      <td>0.819751</td>\n",
+       "      <td>0.944029</td>\n",
+       "      <td>0.869965</td>\n",
+       "      <td>0.041723</td>\n",
+       "      <td>0.819140</td>\n",
+       "      <td>0.676051</td>\n",
+       "      <td>0.109349</td>\n",
+       "      <td>0.872947</td>\n",
+       "      <td>0.772947</td>\n",
+       "      <td>0.772947</td>\n",
+       "    </tr>\n",
+       "  </tbody>\n",
+       "</table>\n",
+       "<p>5 rows × 22 columns</p>\n",
+       "</div>"
+      ],
+      "text/plain": [
+       "          0         1         2         3         4         5         6  \\\n",
+       "0  0.734751  0.195362  0.734309  0.598184  0.763433  0.263434  0.868066   \n",
+       "1  0.772607  0.445391  0.249642  0.787922  0.598583  0.827238  0.624126   \n",
+       "2  0.226428  0.268764  0.694262  0.622335  0.063843  0.122683  0.815625   \n",
+       "3  0.362748  0.495430  0.113876  0.594149  0.612522  0.625204  0.864050   \n",
+       "4  0.033415  0.340433  0.464971  0.363737  0.025815  0.434129  0.415163   \n",
+       "\n",
+       "          7         8         9  ...        12        13        14        15  \\\n",
+       "0  0.058092  0.753502  0.587513  ...  0.182922  0.147631  0.391188  0.816049   \n",
+       "1  0.601524  0.688753  0.338870  ...  0.267443  0.453351  0.800716  0.045749   \n",
+       "2  0.584542  0.032594  0.589775  ...  0.565705  0.691784  0.265223  0.739031   \n",
+       "3  0.260279  0.528873  0.168043  ...  0.175735  0.632370  0.926715  0.085675   \n",
+       "4  0.892210  0.381701  0.415264  ...  0.819751  0.944029  0.869965  0.041723   \n",
+       "\n",
+       "         16        17        18        19        20        21  \n",
+       "0  0.749068  0.293260  0.937828  0.880858  0.780858  0.780858  \n",
+       "1  0.683793  0.389789  0.016787  0.503695  0.403695  0.403695  \n",
+       "2  0.560394  0.334802  0.517694  0.646110  0.546110  0.546110  \n",
+       "3  0.120525  0.141746  0.771144  0.489660  0.389660  0.389660  \n",
+       "4  0.819140  0.676051  0.109349  0.872947  0.772947  0.772947  \n",
+       "\n",
+       "[5 rows x 22 columns]"
+      ]
+     },
+     "execution_count": 16,
+     "metadata": {},
+     "output_type": "execute_result"
+    }
+   ],
+   "source": [
+    "data[\"21\"] = [i-0.1 for i in data[\"19\"].values]\n",
+    "data.head(5)"
+   ]
   },
   {
    "cell_type": "markdown",
@@ -207,6 +1390,24 @@
     "### 10. Use a list comprehension to extract and print all values from the data set that are between 0.7 and 0.75."
    ]
   },
+  {
+   "cell_type": "code",
+   "execution_count": 44,
+   "metadata": {},
+   "outputs": [
+    {
+     "name": "stdout",
+     "output_type": "stream",
+     "text": [
+      "[0.7347510852128797, 0.7343092314001137, 0.7490680818183477, 0.7390312927111312, 0.7159290265157912, 0.7356923324968598, 0.7357618655811269, 0.7306642125209889, 0.7033930409580709, 0.7033930409580709, 0.7013619954419494, 0.7396561066717461, 0.7045750112959754, 0.7383982036983279, 0.7178166705957928, 0.7088042362916818, 0.737444918174949, 0.7264121114538001, 0.7133695725698419, 0.7476323136755818, 0.726854508853197, 0.7111584953876777, 0.7008930873050235, 0.7209375615129192, 0.7303553716733908, 0.7274869207330491, 0.7274869207330491, 0.7025657075988269, 0.7298115760258881, 0.7294980584878026, 0.7215147068185102, 0.7130781095091867, 0.7393833032570581, 0.7258310816144985, 0.7358941798147411, 0.736029494090402, 0.7085098152301276, 0.7472962776291713, 0.7329024831531535, 0.7124169515124726, 0.71223975981198, 0.7365416322783028, 0.7133690799930356, 0.7078738356977186, 0.7032248108904495, 0.7196096371031628, 0.7244863338885654, 0.7321533684342264, 0.7376946446827494, 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0.7173964318670598]\n"
+     ]
+    }
+   ],
+   "source": [
+    "values_07_075 = [value for value in data.values for column in data.values for value in column if value < 0.75 and value > 0.7]\n",
+    "print(values_07_075)"
+   ]
+  },
   {
    "cell_type": "code",
    "execution_count": null,
@@ -217,7 +1418,7 @@
  ],
  "metadata": {
   "kernelspec": {
-   "display_name": "Python 3",
+   "display_name": "Python 3 (ipykernel)",
    "language": "python",
    "name": "python3"
   },
@@ -231,7 +1432,7 @@
    "name": "python",
    "nbconvert_exporter": "python",
    "pygments_lexer": "ipython3",
-   "version": "3.7.0"
+   "version": "3.10.3"
   }
  },
  "nbformat": 4,