diff --git a/1.-Data Cleaning.ipynb b/1.-Data Cleaning.ipynb index 1a927b9..8371853 100644 --- a/1.-Data Cleaning.ipynb +++ b/1.-Data Cleaning.ipynb @@ -71,7 +71,7 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 49, "metadata": {}, "outputs": [], "source": [ @@ -90,11 +90,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 50, "metadata": {}, "outputs": [], "source": [ - "#your code here" + "#your code here\n", + "diamonds = pd.read_csv('diamonds.csv')\n", + "diamonds.reset_index(drop=True, inplace=True)" ] }, { @@ -109,11 +111,36 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code here" + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0 carat cut color clarity depth table price x y \\\n", + "0 1 0.23 Ideal E SI2 61.5 55.0 326 3.95 3.98 \n", + "1 2 0.21 Premium E SI1 59.8 61.0 326 3.89 3.84 \n", + "2 3 0.23 Good E VS1 56.9 65.0 327 4.05 4.07 \n", + "3 4 0.29 Premium I VS2 62.4 58.0 334 4.20 4.23 \n", + "4 5 0.31 Good J SI2 63.3 58.0 335 4.34 4.35 \n", + "\n", + " z \n", + "0 2.43 \n", + "1 2.31 \n", + "2 2.31 \n", + "3 2.63 \n", + "4 2.75 " + ], + "text/html": "
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Unnamed: 0caratcutcolorclaritydepthtablepricexyz
010.23IdealESI261.555.03263.953.982.43
120.21PremiumESI159.861.03263.893.842.31
230.23GoodEVS156.965.03274.054.072.31
340.29PremiumIVS262.458.03344.204.232.63
450.31GoodJSI263.358.03354.344.352.75
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" + }, + "metadata": {}, + "execution_count": 51 + } + ], + "source": [ + "#your code here\n", + "diamonds.head()" ] }, { @@ -127,11 +154,31 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 52, "metadata": {}, "outputs": [], "source": [ - "#your code here" + "#your code here\n", + "#diamonds['price'].min()\n", + "#diamonds['price'].max()\n", + "#price ok = the min and the max values are correct\n", + "\n", + "#diamonds['carat'].min()\n", + "#diamonds['carat'].max()\n", + "#carat ok = the min and the max values are correct\n", + "\n", + "#diamonds['cut'].unique() #ok\n", + "\n", + "#diamonds['color'].unique() #ok\n", + "\n", + "#diamonds['clarity'].unique() #ok\n", + "\n", + "#diamonds['x'].min() #not expect to get 0 for length\n", + "#diamonds['y'].min() #not expect to get 0 for witdh\n", + "#diamonds['z'].min() #not expect to get 0 for depth (not normal to have diamonds in 2D shape)\n", + "#maybe this '0.0' represent missing data\n", + "\n", + "#diamonds['depth'].min() #to have depth, you have to have the x, y and z different from 0.0" ] }, { @@ -145,11 +192,23 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 53, "metadata": {}, - "outputs": [], + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "(53940, 11)" + ] + }, + "metadata": {}, + "execution_count": 53 + } + ], "source": [ - "#your code here" + "#your code here\n", + "diamonds.shape" ] }, { @@ -163,11 +222,41 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code here" + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0 carat cut color clarity depth table price x y \\\n", + "0 1 0.23 Ideal E 1 61.5 55.0 326 3.95 3.98 \n", + "1 2 0.21 Premium E 2 59.8 61.0 326 3.89 3.84 \n", + "2 3 0.23 Good E 4 56.9 65.0 327 4.05 4.07 \n", + "3 4 0.29 Premium I 3 62.4 58.0 334 4.20 4.23 \n", + "4 5 0.31 Good J 1 63.3 58.0 335 4.34 4.35 \n", + "\n", + " z \n", + "0 2.43 \n", + "1 2.31 \n", + "2 2.31 \n", + "3 2.63 \n", + "4 2.75 " + ], + "text/html": "
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Unnamed: 0caratcutcolorclaritydepthtablepricexyz
010.23IdealE161.555.03263.953.982.43
120.21PremiumE259.861.03263.893.842.31
230.23GoodE456.965.03274.054.072.31
340.29PremiumI362.458.03344.204.232.63
450.31GoodJ163.358.03354.344.352.75
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" + }, + "metadata": {}, + "execution_count": 54 + } + ], + "source": [ + "#your code here\n", + "def clarity_mod(x):\n", + " clarity_names = ['I1','SI2', 'SI1', 'VS2', 'VS1', 'VVS2', 'VVS1', 'IF']\n", + " if x in clarity_names:\n", + " return clarity_names.index(x)\n", + "diamonds['clarity'] = diamonds['clarity'].apply(clarity_mod)\n", + "diamonds.head()" ] }, { @@ -181,11 +270,43 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code here" + "execution_count": 55, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0 carat cut color clarity depth table price x \\\n", + "0 1 0.23 Ideal 5 1 61.5 55.0 326 3.95 \n", + "1 2 0.21 Premium 5 2 59.8 61.0 326 3.89 \n", + "2 3 0.23 Good 5 4 56.9 65.0 327 4.05 \n", + "3 4 0.29 Premium 1 3 62.4 58.0 334 4.20 \n", + "4 5 0.31 Good 0 1 63.3 58.0 335 4.34 \n", + "\n", + " y z \n", + "0 3.98 2.43 \n", + "1 3.84 2.31 \n", + "2 4.07 2.31 \n", + "3 4.23 2.63 \n", + "4 4.35 2.75 " + ], + "text/html": "
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Unnamed: 0caratcutcolorclaritydepthtablepricexyz
010.23Ideal5161.555.03263.953.982.43
120.21Premium5259.861.03263.893.842.31
230.23Good5456.965.03274.054.072.31
340.29Premium1362.458.03344.204.232.63
450.31Good0163.358.03354.344.352.75
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" + }, + "metadata": {}, + "execution_count": 55 + } + ], + "source": [ + "#your code here\n", + "color_names = sorted(list(diamonds['color'].unique()),reverse=True)\n", + "#print(color_names)\n", + "def color_mod(x):\n", + " #color_names = sorted(list(diamonds['color'].unique()),reverse=True)\n", + " if x in color_names:\n", + " return color_names.index(x)\n", + "diamonds['color'] = diamonds['color'].apply(color_mod)\n", + "diamonds.head()" ] }, { @@ -199,11 +320,21 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 56, "metadata": {}, - "outputs": [], + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "\nRangeIndex: 53940 entries, 0 to 53939\nData columns (total 11 columns):\n # Column Non-Null Count Dtype \n--- ------ -------------- ----- \n 0 Unnamed: 0 53940 non-null int64 \n 1 carat 53940 non-null float64\n 2 cut 53940 non-null object \n 3 color 53940 non-null int64 \n 4 clarity 53940 non-null int64 \n 5 depth 53940 non-null float64\n 6 table 53940 non-null float64\n 7 price 53940 non-null int64 \n 8 x 53940 non-null float64\n 9 y 53940 non-null float64\n 10 z 53940 non-null float64\ndtypes: float64(6), int64(4), object(1)\nmemory usage: 4.5+ MB\n" + ] + } + ], "source": [ - "#your code here" + "#your code here\n", + "diamonds.info()\n", + "#in both methods we have 11 columns and 53940 rows. The interesting fact that is no row with null information (missing data). We have only 1 column with object type" ] }, { @@ -221,11 +352,12 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 57, "metadata": {}, "outputs": [], "source": [ - "#your code here" + "#your code here\n", + "#price should be float, not int" ] }, { @@ -241,11 +373,43 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code and comments here" + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0 carat color clarity depth \\\n", + "count 53940.000000 53940.000000 53940.000000 53940.000000 53940.000000 \n", + "mean 26970.500000 0.797940 3.405803 3.051020 61.749405 \n", + "std 15571.281097 0.474011 1.701105 1.647136 1.432621 \n", + "min 1.000000 0.200000 0.000000 0.000000 43.000000 \n", + "25% 13485.750000 0.400000 2.000000 2.000000 61.000000 \n", + "50% 26970.500000 0.700000 3.000000 3.000000 61.800000 \n", + "75% 40455.250000 1.040000 5.000000 4.000000 62.500000 \n", + "max 53940.000000 5.010000 6.000000 7.000000 79.000000 \n", + "\n", + " table price x y z \n", + "count 53940.000000 53940.000000 53940.000000 53940.000000 53940.000000 \n", + "mean 57.457184 3932.799722 5.731157 5.734526 3.538734 \n", + "std 2.234491 3989.439738 1.121761 1.142135 0.705699 \n", + "min 43.000000 326.000000 0.000000 0.000000 0.000000 \n", + "25% 56.000000 950.000000 4.710000 4.720000 2.910000 \n", + "50% 57.000000 2401.000000 5.700000 5.710000 3.530000 \n", + "75% 59.000000 5324.250000 6.540000 6.540000 4.040000 \n", + "max 95.000000 18823.000000 10.740000 58.900000 31.800000 " + ], + "text/html": "
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Unnamed: 0caratcolorclaritydepthtablepricexyz
count53940.00000053940.00000053940.00000053940.00000053940.00000053940.00000053940.00000053940.00000053940.00000053940.000000
mean26970.5000000.7979403.4058033.05102061.74940557.4571843932.7997225.7311575.7345263.538734
std15571.2810970.4740111.7011051.6471361.4326212.2344913989.4397381.1217611.1421350.705699
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25%13485.7500000.4000002.0000002.00000061.00000056.000000950.0000004.7100004.7200002.910000
50%26970.5000000.7000003.0000003.00000061.80000057.0000002401.0000005.7000005.7100003.530000
75%40455.2500001.0400005.0000004.00000062.50000059.0000005324.2500006.5400006.5400004.040000
max53940.0000005.0100006.0000007.00000079.00000095.00000018823.00000010.74000058.90000031.800000
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" + }, + "metadata": {}, + "execution_count": 58 + } + ], + "source": [ + "#your code and comments here\n", + "diamonds.describe()\n", + "#This output is very convenient for quickly checking for strange values in the numerical variables; for instance, given the definitions of all of them, we would not expect to find negative values, and indeed, based on the minima (min row) all values are non-negative, which is good." ] }, { @@ -261,11 +425,33 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code here" + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "(20, 11)" + ] + }, + "metadata": {}, + "execution_count": 59 + } + ], + "source": [ + "#your code here\n", + "condx = diamonds['x'] == 0.0\n", + "condy = diamonds['y'] == 0.0\n", + "condz = diamonds['z'] == 0.0\n", + "\n", + "diamonds_missing_all = diamonds[(condx & condy & condz)]\n", + "diamonds_missing_all.shape\n", + "#we have 7 rows without information for length, width and depth\n", + "\n", + "diamonds_missing = diamonds[(condx | condy | condz)]\n", + "diamonds_missing.shape\n", + "#for one of them with 0.0 we have 20 rows" ] }, { @@ -284,11 +470,19 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 60, "metadata": {}, "outputs": [], "source": [ - "#your code here" + "#your code here\n", + "# depth% = 2 * z / (x + y)\n", + "def calculate_z(row):\n", + " #data = [x,y]\n", + " #return depth*(statistics.mean(data)\n", + " if row['z'] == 0:\n", + " return row['depth']*(row['x']+row['y'])/200\n", + " else:\n", + " return row" ] }, { @@ -300,11 +494,51 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code here" + "execution_count": 61, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "2207 3.850365\n", + "2314 3.852030\n", + "4791 4.085550\n", + "5471 3.839120\n", + "10167 4.540800\n", + "11182 2.038960\n", + "11963 0.000000\n", + "13601 4.058160\n", + "15951 0.000000\n", + "24394 5.031180\n", + "24520 0.000000\n", + "26123 5.192110\n", + "26243 0.000000\n", + "27112 5.137740\n", + "27429 0.000000\n", + "27503 5.006595\n", + "27739 5.662250\n", + "49556 0.000000\n", + "49557 0.000000\n", + "51506 4.040760\n", + "dtype: float64" + ] + }, + "metadata": {}, + "execution_count": 61 + } + ], + "source": [ + "#your code here\n", + "diamonds[diamonds['z'] == 0.0].apply(calculate_z,axis=1)\n", + "#diamonds.loc[diamonds['x']==0].apply(calculate_z,axis=1)\n", + "#diamonds[diamonds['z'] == 0.0].apply(calculate_z,axis=1)\n", + "#diamonds['z'] = diamonds[diamonds['z'] == 0.0].apply(calculate_z,axis=1) #dessa forma devolve NaN pros valores diferentes de 0.0\n", + "#diamonds['z'] = diamonds['z'].apply(lambda x: calculate_z if x==0.0 else x) #dessa forma não calcula calculate_z\n", + "\n", + "#diamonds[(condz)]\n", + "#como substituir se apply não aceita inplace???\n", + "#diamonds[diamonds['z'] == 0.0]" ] }, { @@ -320,11 +554,12 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 62, "metadata": {}, "outputs": [], "source": [ - "#your code here" + "#your code here\n", + "diamonds['z'].replace(0.0, np.nan,inplace=True)" ] }, { @@ -336,11 +571,43 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code here" + "execution_count": 63, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0 carat color clarity depth \\\n", + "count 53940.000000 53940.000000 53940.000000 53940.000000 53940.000000 \n", + "mean 26970.500000 0.797940 3.405803 3.051020 61.749405 \n", + "std 15571.281097 0.474011 1.701105 1.647136 1.432621 \n", + "min 1.000000 0.200000 0.000000 0.000000 43.000000 \n", + "25% 13485.750000 0.400000 2.000000 2.000000 61.000000 \n", + "50% 26970.500000 0.700000 3.000000 3.000000 61.800000 \n", + "75% 40455.250000 1.040000 5.000000 4.000000 62.500000 \n", + "max 53940.000000 5.010000 6.000000 7.000000 79.000000 \n", + "\n", + " table price x y z \n", + "count 53940.000000 53940.000000 53940.000000 53940.000000 53920.000000 \n", + "mean 57.457184 3932.799722 5.731157 5.734526 3.540046 \n", + "std 2.234491 3989.439738 1.121761 1.142135 0.702530 \n", + "min 43.000000 326.000000 0.000000 0.000000 1.070000 \n", + "25% 56.000000 950.000000 4.710000 4.720000 2.910000 \n", + "50% 57.000000 2401.000000 5.700000 5.710000 3.530000 \n", + "75% 59.000000 5324.250000 6.540000 6.540000 4.040000 \n", + "max 95.000000 18823.000000 10.740000 58.900000 31.800000 " + ], + "text/html": "
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Unnamed: 0caratcolorclaritydepthtablepricexyz
count53940.00000053940.00000053940.00000053940.00000053940.00000053940.00000053940.00000053940.00000053940.00000053920.000000
mean26970.5000000.7979403.4058033.05102061.74940557.4571843932.7997225.7311575.7345263.540046
std15571.2810970.4740111.7011051.6471361.4326212.2344913989.4397381.1217611.1421350.702530
min1.0000000.2000000.0000000.00000043.00000043.000000326.0000000.0000000.0000001.070000
25%13485.7500000.4000002.0000002.00000061.00000056.000000950.0000004.7100004.7200002.910000
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75%40455.2500001.0400005.0000004.00000062.50000059.0000005324.2500006.5400006.5400004.040000
max53940.0000005.0100006.0000007.00000079.00000095.00000018823.00000010.74000058.90000031.800000
\n
" + }, + "metadata": {}, + "execution_count": 63 + } + ], + "source": [ + "#your code here\n", + "diamonds.describe()\n", + "#column z not appear because of the NaN values" ] }, { @@ -361,11 +628,36 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 64, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "(53920, 11)" + ] + }, + "metadata": {}, + "execution_count": 64 + } + ], + "source": [ + "#your code here\n", + "diamonds['z'].isna().sum() #check if it works\n", + "diamonds.dropna(inplace=True)\n", + "diamonds.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 65, "metadata": {}, "outputs": [], "source": [ - "#your code here" + "\"\"\"Export data cleaned to make a dashboard in Tableau\"\"\"\n", + "#diamonds.to_csv('diamonds_cleaned.csv') \n", + "diamonds.to_excel('diamonds_cleaned.xlsx')" ] }, { @@ -380,16 +672,54 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code here" + "execution_count": 66, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "execution_count": 66 + } + ], + "source": [ + "#your code here\n", + "diamonds.describe" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 67, "metadata": {}, "outputs": [], "source": [ @@ -407,11 +737,51 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code here" + "execution_count": 68, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0 carat cut color clarity depth table price \\\n", + "12760 12761 1.21 Premium 2 1 62.7 59.0 5324 \n", + "12761 12762 1.21 Very Good 2 1 62.6 61.0 5324 \n", + "12762 12763 1.21 Very Good 1 2 62.1 56.0 5324 \n", + "12763 12764 1.21 Ideal 0 4 62.3 55.0 5324 \n", + "12764 12765 0.90 Very Good 4 4 61.2 56.0 5324 \n", + "... ... ... ... ... ... ... ... ... \n", + "27745 27746 2.00 Very Good 2 2 62.8 57.0 18803 \n", + "27746 27747 2.07 Ideal 3 1 62.5 55.0 18804 \n", + "27747 27748 1.51 Ideal 3 7 61.7 55.0 18806 \n", + "27748 27749 2.00 Very Good 3 2 63.5 56.0 18818 \n", + "27749 27750 2.29 Premium 1 3 60.8 60.0 18823 \n", + "\n", + " x y z \n", + "12760 6.75 6.78 4.24 \n", + "12761 6.70 6.75 4.21 \n", + "12762 6.76 6.92 4.25 \n", + "12763 6.81 6.86 4.26 \n", + "12764 6.18 6.23 3.80 \n", + "... ... ... ... \n", + "27745 7.95 8.00 5.01 \n", + "27746 8.20 8.13 5.11 \n", + "27747 7.37 7.41 4.56 \n", + "27748 7.90 7.97 5.04 \n", + "27749 8.50 8.47 5.16 \n", + "\n", + "[13480 rows x 11 columns]" + ], + "text/html": "
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Unnamed: 0caratcutcolorclaritydepthtablepricexyz
12760127611.21Premium2162.759.053246.756.784.24
12761127621.21Very Good2162.661.053246.706.754.21
12762127631.21Very Good1262.156.053246.766.924.25
12763127641.21Ideal0462.355.053246.816.864.26
12764127650.90Very Good4461.256.053246.186.233.80
....................................
27745277462.00Very Good2262.857.0188037.958.005.01
27746277472.07Ideal3162.555.0188048.208.135.11
27747277481.51Ideal3761.755.0188067.377.414.56
27748277492.00Very Good3263.556.0188187.907.975.04
27749277502.29Premium1360.860.0188238.508.475.16
\n

13480 rows × 11 columns

\n
" + }, + "metadata": {}, + "execution_count": 68 + } + ], + "source": [ + "#your code here\n", + "q3 = np.quantile(diamonds['price'], 0.75)\n", + "diamonds[diamonds['price']>q3]" ] }, { @@ -423,9 +793,21 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 69, + "metadata": {}, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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+ }, + "metadata": { + "needs_background": "light" + } + } + ], "source": [ "#Run this code\n", "fig, ax = plt.subplots(1,2, figsize=(10, 5))\n", @@ -443,11 +825,28 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code here" + "execution_count": 70, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0 carat cut color clarity depth table price \\\n", + "48410 48411 0.51 Very Good 5 4 61.8 54.7 1970 \n", + "\n", + " x y z \n", + "48410 5.12 5.15 31.8 " + ], + "text/html": "
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Unnamed: 0caratcutcolorclaritydepthtablepricexyz
48410484110.51Very Good5461.854.719705.125.1531.8
\n
" + }, + "metadata": {}, + "execution_count": 70 + } + ], + "source": [ + "#your code here\n", + "diamonds[diamonds['z']>10]" ] }, { @@ -461,11 +860,13 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 71, "metadata": {}, "outputs": [], "source": [ - "#your code here" + "#your code here\n", + "diamonds['z'].loc[48410]=0\n", + "diamonds['z'].loc[48410] = calculate_z(diamonds.loc[48410])" ] }, { @@ -477,9 +878,31 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 72, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "Unnamed: 0 48411\n", + "carat 0.51\n", + "cut Very Good\n", + "color 5\n", + "clarity 4\n", + "depth 61.8\n", + "table 54.7\n", + "price 1970\n", + "x 5.12\n", + "y 5.15\n", + "z 3.17343\n", + "Name: 48410, dtype: object" + ] + }, + "metadata": {}, + "execution_count": 72 + } + ], "source": [ "diamonds.loc[48410]" ] @@ -495,11 +918,36 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code here" + "execution_count": 73, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0 carat cut color clarity depth table price x \\\n", + "24067 24068 2.00 Premium 2 1 58.9 57.0 12210 8.09 \n", + "25998 25999 4.01 Premium 1 0 61.0 61.0 15223 10.14 \n", + "27415 27416 5.01 Fair 0 0 65.5 59.0 18018 10.74 \n", + "27630 27631 4.50 Fair 0 0 65.8 58.0 18531 10.23 \n", + "49189 49190 0.51 Ideal 5 4 61.8 55.0 2075 5.15 \n", + "\n", + " y z \n", + "24067 58.90 8.06 \n", + "25998 10.10 6.17 \n", + "27415 10.54 6.98 \n", + "27630 10.16 6.72 \n", + "49189 31.80 5.12 " + ], + "text/html": "
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Unnamed: 0caratcutcolorclaritydepthtablepricexyz
24067240682.00Premium2158.957.0122108.0958.908.06
25998259994.01Premium1061.061.01522310.1410.106.17
27415274165.01Fair0065.559.01801810.7410.546.98
27630276314.50Fair0065.858.01853110.2310.166.72
49189491900.51Ideal5461.855.020755.1531.805.12
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" + }, + "metadata": {}, + "execution_count": 73 + } + ], + "source": [ + "#your code here\n", + "diamonds[diamonds['y']>10]" ] }, { @@ -513,11 +961,31 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 79, "metadata": {}, "outputs": [], "source": [ - "#your code here" + "#your code here\n", + "# depth% = 2 * z / (x + y)\n", + "def calculate_y(row):\n", + " #data = [x,y]\n", + " #return depth*(statistics.mean(data)\n", + " if row['y'] == 0:\n", + " return (200*row['z']/row['depth'])-row['x']\n", + " else:\n", + " return row\n", + "\n", + "diamonds['y'].loc[24067]=0\n", + "diamonds['y'].loc[25998]=0\n", + "diamonds['y'].loc[27415]=0\n", + "diamonds['y'].loc[27630]=0\n", + "diamonds['y'].loc[49189]=0\n", + "\n", + "diamonds['y'].loc[24067] = calculate_y(diamonds.loc[24067])\n", + "diamonds['y'].loc[25998] = calculate_y(diamonds.loc[25998])\n", + "diamonds['y'].loc[27415] = calculate_y(diamonds.loc[27415])\n", + "diamonds['y'].loc[27630] = calculate_y(diamonds.loc[27630])\n", + "diamonds['y'].loc[49189] = calculate_y(diamonds.loc[49189])" ] }, { @@ -531,11 +999,54 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your thoughts here" + "execution_count": 87, + "metadata": {}, + "outputs": [ + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Unnamed: 0 26969.50\ncarat 0.64\ncolor 3.00\nclarity 2.00\ndepth 1.50\ntable 3.00\nprice 4374.25\nx 1.83\ny 1.82\nz 1.13\ndtype: float64\n" + ] + }, + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0 carat clarity color cut depth price table x y z\n", + "0 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN\n", + "1 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN\n", + "2 NaN NaN NaN NaN NaN 1.0 NaN 1.0 NaN NaN NaN\n", + "3 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN\n", + "4 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN\n", + "... ... ... ... ... ... ... ... ... .. .. ..\n", + "53935 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN\n", + "53936 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN\n", + "53937 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN\n", + "53938 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN\n", + "53939 NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN NaN\n", + "\n", + "[53920 rows x 11 columns]" + ], + "text/html": "
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53935NaNNaNNaNNaNNaNNaNNaNNaNNaNNaNNaN
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" + }, + "metadata": {}, + "execution_count": 87 + } + ], + "source": [ + "#your thoughts here\n", + "diamonds[diamonds['y']>10] \n", + "#the rolls still have y>10 value but now it's not so higher than 10\n", + "\n", + "#Let's check if y=19 is an outlier:\n", + "Q1 = diamonds.quantile(0.25)\n", + "Q3 = diamonds.quantile(0.75)\n", + "IQR = Q3 - Q1\n", + "print(IQR)\n", + "\n", + "diamonds_outliers = (diamonds < (Q1 - 1.5 * IQR)) |(diamonds > (Q3 + 1.5 * IQR))\n", + "diamonds_outliers[diamonds_outliers==True]" ] }, { @@ -547,9 +1058,21 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 80, + "metadata": {}, + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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+ }, + "metadata": { + "needs_background": "light" + } + } + ], "source": [ "#Run this code\n", "fig, ax = plt.subplots(1,2, figsize=(10, 5))\n", @@ -571,7 +1094,8 @@ "metadata": {}, "outputs": [], "source": [ - "#your thoughts here" + "#your thoughts here\n", + "#We still have an outlier in y = 19" ] }, { @@ -583,12 +1107,20 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 88, "metadata": {}, "outputs": [], "source": [ - "#your code here" + "#your code here\n", + "diamonds.to_csv('diamonds_clean.csv') " ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] } ], "metadata": { @@ -607,9 +1139,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.8" + "version": "3.8.3-final" } }, "nbformat": 4, "nbformat_minor": 2 -} +} \ No newline at end of file diff --git a/2.-EDA.ipynb b/2.-EDA.ipynb index a85809d..57421ea 100644 --- a/2.-EDA.ipynb +++ b/2.-EDA.ipynb @@ -14,22 +14,49 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", - "import matplotlib.pyplot as plt" + "import numpy as np\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns" ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 2, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0.1 carat cut color clarity depth table price x \\\n", + "0 1 0.23 Ideal 5 1 61.5 55.0 326 3.95 \n", + "1 2 0.21 Premium 5 2 59.8 61.0 326 3.89 \n", + "2 3 0.23 Good 5 4 56.9 65.0 327 4.05 \n", + "3 4 0.29 Premium 1 3 62.4 58.0 334 4.20 \n", + "4 5 0.31 Good 0 1 63.3 58.0 335 4.34 \n", + "\n", + " y z \n", + "0 3.98 2.43 \n", + "1 3.84 2.31 \n", + "2 4.07 2.31 \n", + "3 4.23 2.63 \n", + "4 4.35 2.75 " + ], + "text/html": "
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Unnamed: 0.1caratcutcolorclaritydepthtablepricexyz
010.23Ideal5161.555.03263.953.982.43
120.21Premium5259.861.03263.893.842.31
230.23Good5456.965.03274.054.072.31
340.29Premium1362.458.03344.204.232.63
450.31Good0163.358.03354.344.352.75
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" + }, + "metadata": {}, + "execution_count": 2 + } + ], "source": [ "diamonds = pd.read_csv('diamonds_clean.csv')\n", - "diamonds = diamonds.drop('Unnamed: 0', axis=1)" + "diamonds.drop('Unnamed: 0', axis=1,inplace=True)\n", + "diamonds.head()" ] }, { @@ -45,20 +72,126 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code here" + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0.1 \\\n", + " count mean std min 25% 50% \n", + "price color \n", + "326 5 2.0 1.5 0.707107 1.0 1.25 1.5 \n", + "327 5 1.0 3.0 NaN 3.0 3.00 3.0 \n", + "334 1 1.0 4.0 NaN 4.0 4.00 4.0 \n", + "335 0 1.0 5.0 NaN 5.0 5.00 5.0 \n", + "336 0 1.0 6.0 NaN 6.0 6.00 6.0 \n", + "... ... ... ... ... ... ... \n", + "18803 2 1.0 27746.0 NaN 27746.0 27746.00 27746.0 \n", + "18804 3 1.0 27747.0 NaN 27747.0 27747.00 27747.0 \n", + "18806 3 1.0 27748.0 NaN 27748.0 27748.00 27748.0 \n", + "18818 3 1.0 27749.0 NaN 27749.0 27749.00 27749.0 \n", + "18823 1 1.0 27750.0 NaN 27750.0 27750.00 27750.0 \n", + "\n", + " carat ... y z \\\n", + " 75% max count mean ... 75% max count mean \n", + "price color ... \n", + "326 5 1.75 2.0 2.0 0.22 ... 3.945 3.98 2.0 2.37 \n", + "327 5 3.00 3.0 1.0 0.23 ... 4.070 4.07 1.0 2.31 \n", + "334 1 4.00 4.0 1.0 0.29 ... 4.230 4.23 1.0 2.63 \n", + "335 0 5.00 5.0 1.0 0.31 ... 4.350 4.35 1.0 2.75 \n", + "336 0 6.00 6.0 1.0 0.24 ... 3.960 3.96 1.0 2.48 \n", + "... ... ... ... ... ... ... ... ... ... \n", + "18803 2 27746.00 27746.0 1.0 2.00 ... 8.000 8.00 1.0 5.01 \n", + "18804 3 27747.00 27747.0 1.0 2.07 ... 8.130 8.13 1.0 5.11 \n", + "18806 3 27748.00 27748.0 1.0 1.51 ... 7.410 7.41 1.0 4.56 \n", + "18818 3 27749.00 27749.0 1.0 2.00 ... 7.970 7.97 1.0 5.04 \n", + "18823 1 27750.00 27750.0 1.0 2.29 ... 8.470 8.47 1.0 5.16 \n", + "\n", + " \n", + " std min 25% 50% 75% max \n", + "price color \n", + "326 5 0.084853 2.31 2.34 2.37 2.40 2.43 \n", + "327 5 NaN 2.31 2.31 2.31 2.31 2.31 \n", + "334 1 NaN 2.63 2.63 2.63 2.63 2.63 \n", + "335 0 NaN 2.75 2.75 2.75 2.75 2.75 \n", + "336 0 NaN 2.48 2.48 2.48 2.48 2.48 \n", + "... ... ... ... ... ... ... \n", + "18803 2 NaN 5.01 5.01 5.01 5.01 5.01 \n", + "18804 3 NaN 5.11 5.11 5.11 5.11 5.11 \n", + "18806 3 NaN 4.56 4.56 4.56 4.56 4.56 \n", + "18818 3 NaN 5.04 5.04 5.04 5.04 5.04 \n", + "18823 1 NaN 5.16 5.16 5.16 5.16 5.16 \n", + "\n", + "[26161 rows x 64 columns]" + ], + "text/html": "
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Unnamed: 0.1carat...yz
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.....................................................................
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" + }, + "metadata": {}, + "execution_count": 5 + } + ], + "source": [ + "diamonds.groupby(['price','color']).describe()" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 6, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0.1 carat clarity depth table x \\\n", + "price color \n", + "326 5 0.707107 0.014142 0.707107 1.202082 4.242641 0.042426 \n", + "327 5 NaN NaN NaN NaN NaN NaN \n", + "334 1 NaN NaN NaN NaN NaN NaN \n", + "335 0 NaN NaN NaN NaN NaN NaN \n", + "336 0 NaN NaN NaN NaN NaN NaN \n", + "... ... ... ... ... ... ... \n", + "18803 2 NaN NaN NaN NaN NaN NaN \n", + "18804 3 NaN NaN NaN NaN NaN NaN \n", + "18806 3 NaN NaN NaN NaN NaN NaN \n", + "18818 3 NaN NaN NaN NaN NaN NaN \n", + "18823 1 NaN NaN NaN NaN NaN NaN \n", + "\n", + " y z \n", + "price color \n", + "326 5 0.098995 0.084853 \n", + "327 5 NaN NaN \n", + "334 1 NaN NaN \n", + "335 0 NaN NaN \n", + "336 0 NaN NaN \n", + "... ... ... \n", + "18803 2 NaN NaN \n", + "18804 3 NaN NaN \n", + "18806 3 NaN NaN \n", + "18818 3 NaN NaN \n", + "18823 1 NaN NaN \n", + "\n", + "[26161 rows x 8 columns]" + ], + "text/html": "
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Unnamed: 0.1caratclaritydepthtablexyz
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" + }, + "metadata": {}, + "execution_count": 6 + } + ], + "source": [ + "diamonds.groupby(['price','color']).std()" + ] + }, + { + "cell_type": "code", + "execution_count": 23, "metadata": {}, "outputs": [], "source": [ - "#your comments here" + "# The std is low for all parameters except depth and table. The parameters with low std have their values with little dispersion, that is, the values are close to the average. The other parameters have a greater dispersion. However, the one with the highest std value is the table and therefore has values that are more distant from their averages." ] }, { @@ -72,11 +205,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 24, "metadata": {}, "outputs": [], "source": [ - "#your hypotheses here" + "# What will most affect the price is the carat." ] }, { @@ -91,11 +224,69 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code here" + "execution_count": 7, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "count 53920.000000\n", + "mean 3.405972\n", + "std 1.701272\n", + "min 0.000000\n", + "25% 2.000000\n", + "50% 3.000000\n", + "75% 5.000000\n", + "max 6.000000\n", + "Name: color, dtype: float64" + ] + }, + "metadata": {}, + "execution_count": 7 + } + ], + "source": [ + "diamonds['color'].describe()" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0.1 carat clarity depth price table \\\n", + "color \n", + "0 23538.721866 1.162137 2.776353 61.887215 5323.818020 57.812393 \n", + "1 24950.906844 1.026702 2.964213 61.846486 5089.973990 57.577200 \n", + "2 24589.281032 0.911174 2.934563 61.837274 4480.942155 57.517944 \n", + "3 27731.782878 0.770729 3.464729 61.757542 3996.876551 57.287327 \n", + "4 27623.907423 0.736480 3.134829 61.694349 3725.080205 57.433089 \n", + "5 28791.322139 0.657867 2.969889 61.662090 3076.752475 57.491201 \n", + "6 28119.444937 0.657715 2.691025 61.698066 3168.106436 57.404355 \n", + "\n", + " x y z \n", + "color \n", + "0 6.519338 6.518130 4.033251 \n", + "1 6.222402 6.222322 3.846121 \n", + "2 5.983854 5.980587 3.698637 \n", + "3 5.677785 5.680467 3.507506 \n", + "4 5.616635 5.620440 3.465899 \n", + "5 5.411580 5.416949 3.337767 \n", + "6 5.417851 5.421928 3.343320 " + ], + "text/html": "
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" + }, + "metadata": {}, + "execution_count": 16 + } + ], + "source": [ + "diamonds.pivot_table(index='color',aggfunc=np.mean)" ] }, { @@ -107,11 +298,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 30, "metadata": {}, "outputs": [], "source": [ - "#your thoughts here" + "# As the color level increases (worse-better) the price decreases, however for the best color there is a slight increase in value compared to the previous color." ] }, { @@ -125,11 +316,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 26, "metadata": {}, - "outputs": [], + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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+ }, + "metadata": { + "needs_background": "light" + } + } + ], "source": [ - "#your code here" + "sns.countplot(diamonds['color'],palette='rocket')\n", + "plt.show()" ] }, { @@ -138,7 +342,7 @@ "metadata": {}, "outputs": [], "source": [ - "#your comments here" + "# the most comum color is the type 3." ] }, { @@ -159,11 +363,51 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code here" + "execution_count": 27, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0.1 clarity color depth price table \\\n", + "carat \n", + "0.20 28965.166667 2.833333 5.166667 61.100000 365.166667 59.333333 \n", + "0.21 34659.000000 2.666667 5.444444 60.511111 380.222222 58.444444 \n", + "0.22 6948.600000 2.600000 4.800000 61.620000 391.400000 60.400000 \n", + "0.23 35756.993174 4.901024 4.518771 61.426621 486.143345 58.034130 \n", + "0.24 31885.330709 4.972441 4.185039 61.599213 505.185039 57.488189 \n", + "... ... ... ... ... ... ... \n", + "4.00 26445.000000 0.000000 1.000000 63.300000 15984.000000 58.000000 \n", + "4.01 25999.500000 0.000000 0.500000 61.750000 15223.000000 61.500000 \n", + "4.13 27131.000000 0.000000 2.000000 64.800000 17329.000000 61.000000 \n", + "4.50 27631.000000 0.000000 0.000000 65.800000 18531.000000 58.000000 \n", + "5.01 27416.000000 0.000000 0.000000 65.500000 18018.000000 59.000000 \n", + "\n", + " x y z \n", + "carat \n", + "0.20 3.786667 3.753333 2.303333 \n", + "0.21 3.874444 3.837778 2.332222 \n", + "0.22 3.898000 3.848000 2.386000 \n", + "0.23 3.946382 3.973379 2.431468 \n", + "0.24 3.990157 4.019331 2.465591 \n", + "... ... ... ... \n", + "4.00 10.010000 9.940000 6.310000 \n", + "4.01 10.080000 10.014754 6.205000 \n", + "4.13 10.000000 9.850000 6.430000 \n", + "4.50 10.230000 10.195532 6.720000 \n", + "5.01 10.740000 10.572977 6.980000 \n", + "\n", + "[273 rows x 9 columns]" + ], + "text/html": "
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Unnamed: 0.1claritycolordepthpricetablexyz
carat
0.2028965.1666672.8333335.16666761.100000365.16666759.3333333.7866673.7533332.303333
0.2134659.0000002.6666675.44444460.511111380.22222258.4444443.8744443.8377782.332222
0.226948.6000002.6000004.80000061.620000391.40000060.4000003.8980003.8480002.386000
0.2335756.9931744.9010244.51877161.426621486.14334558.0341303.9463823.9733792.431468
0.2431885.3307094.9724414.18503961.599213505.18503957.4881893.9901574.0193312.465591
..............................
4.0026445.0000000.0000001.00000063.30000015984.00000058.00000010.0100009.9400006.310000
4.0125999.5000000.0000000.50000061.75000015223.00000061.50000010.08000010.0147546.205000
4.1327131.0000000.0000002.00000064.80000017329.00000061.00000010.0000009.8500006.430000
4.5027631.0000000.0000000.00000065.80000018531.00000058.00000010.23000010.1955326.720000
5.0127416.0000000.0000000.00000065.50000018018.00000059.00000010.74000010.5729776.980000
\n

273 rows × 9 columns

\n
" + }, + "metadata": {}, + "execution_count": 27 + } + ], + "source": [ + "diamonds.pivot_table(index='carat',aggfunc=np.mean)" ] }, { @@ -172,24 +416,38 @@ "metadata": {}, "outputs": [], "source": [ - "#your comments" + "# The price increases when carat increases." ] }, { "cell_type": "markdown", "metadata": {}, "source": [ + "\n", "\n", "**Plot a histogram of the `carat` column by using the `plot` method (see the docs to find an easy way to do so). What is happening?**" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 56, "metadata": {}, - "outputs": [], + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
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+ }, + "metadata": { + "needs_background": "light" + } + } + ], "source": [ - "#your code here" + "sns.distplot(diamonds['carat'],bins=10,kde=False,color='purple')\n", + "plt.show()" ] }, { @@ -204,20 +462,60 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code here" + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0.1 carat clarity color depth price x y \\\n", + "table \n", + "43.0 11369.00 1.0400 4.00 1.0 62.90 4997.0 6.450 6.410 \n", + "44.0 35634.00 0.2900 4.00 5.0 62.80 474.0 4.200 4.240 \n", + "49.0 14341.00 0.6500 3.00 3.0 64.25 2290.5 5.355 5.320 \n", + "50.0 16299.50 1.5100 2.00 3.0 61.50 8995.5 7.380 7.295 \n", + "50.1 3239.00 0.9400 1.00 2.0 66.00 3353.0 6.130 6.170 \n", + "... ... ... ... ... ... ... ... ... \n", + "71.0 44939.00 0.6800 2.00 3.0 58.00 1633.0 5.850 5.700 \n", + "73.0 51622.75 0.6025 3.25 4.5 68.90 2406.5 5.520 5.465 \n", + "76.0 51343.00 0.7900 2.00 3.0 65.30 2362.0 5.520 5.130 \n", + "79.0 50774.00 0.8100 1.00 4.0 68.80 2301.0 5.260 5.200 \n", + "95.0 24933.00 2.0100 2.00 4.0 58.60 13387.0 8.320 8.310 \n", + "\n", + " z \n", + "table \n", + "43.0 4.040 \n", + "44.0 2.650 \n", + "49.0 3.425 \n", + "50.0 4.510 \n", + "50.1 4.060 \n", + "... ... \n", + "71.0 3.350 \n", + "73.0 3.745 \n", + "76.0 3.350 \n", + "79.0 3.580 \n", + "95.0 4.870 \n", + "\n", + "[127 rows x 9 columns]" + ], + "text/html": "
\n\n\n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n \n
Unnamed: 0.1caratclaritycolordepthpricexyz
table
43.011369.001.04004.001.062.904997.06.4506.4104.040
44.035634.000.29004.005.062.80474.04.2004.2402.650
49.014341.000.65003.003.064.252290.55.3555.3203.425
50.016299.501.51002.003.061.508995.57.3807.2954.510
50.13239.000.94001.002.066.003353.06.1306.1704.060
..............................
71.044939.000.68002.003.058.001633.05.8505.7003.350
73.051622.750.60253.254.568.902406.55.5205.4653.745
76.051343.000.79002.003.065.302362.05.5205.1303.350
79.050774.000.81001.004.068.802301.05.2605.2003.580
95.024933.002.01002.004.058.6013387.08.3208.3104.870
\n

127 rows × 9 columns

\n
" + }, + "metadata": {}, + "execution_count": 59 + } + ], + "source": [ + "diamonds.pivot_table(index='table',aggfunc=np.mean)" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 60, "metadata": {}, "outputs": [], "source": [ - "#your comments here" + "# There isn't a relationship between price and table" ] }, { @@ -229,11 +527,43 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [ - "#your code here" + "execution_count": 61, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0.1 carat color depth price table \\\n", + "clarity \n", + "0 22423.429539 1.284146 2.970190 62.742005 3926.189702 58.298238 \n", + "1 21452.981600 1.077308 3.470223 61.772041 5060.440174 57.926238 \n", + "2 25585.681007 0.850272 3.448748 61.853135 3994.112608 57.662413 \n", + "3 27834.726538 0.763716 3.494532 61.724376 3922.866819 57.418516 \n", + "4 27934.582987 0.727108 3.161812 61.667968 3839.144308 57.313966 \n", + "5 31323.464272 0.596202 3.569483 61.663778 3283.737071 57.024990 \n", + "6 32403.857417 0.503131 3.350848 61.624521 2519.512315 56.883881 \n", + "7 33591.562011 0.505123 3.101676 61.510615 2864.839106 56.507207 \n", + "\n", + " x y z \n", + "clarity \n", + "0 6.760772 6.709211 4.225014 \n", + "1 6.403621 6.395062 3.952347 \n", + "2 5.887987 5.887872 3.640403 \n", + "3 5.658340 5.659500 3.492618 \n", + "4 5.572860 5.580017 3.437925 \n", + "5 5.218454 5.232118 3.221465 \n", + "6 4.961721 4.976437 3.062132 \n", + "7 4.968402 4.989827 3.061659 " + ], + "text/html": "
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Unnamed: 0.1caratcolordepthpricetablexyz
clarity
022423.4295391.2841462.97019062.7420053926.18970258.2982386.7607726.7092114.225014
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" + }, + "metadata": {}, + "execution_count": 61 + } + ], + "source": [ + "diamonds.pivot_table(index='clarity',aggfunc=np.mean)" ] }, { @@ -242,7 +572,7 @@ "metadata": {}, "outputs": [], "source": [ - "#your comments here" + "# There isn't a relationship between price and clarity" ] }, { @@ -258,7 +588,7 @@ "metadata": {}, "outputs": [], "source": [ - "#your thoughts here" + "# The price is directly related to the carat inversely related to the color. The other parameters do not appear to have a relationship with the price." ] }, { @@ -274,9 +604,20 @@ }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + "" + ] + }, + "metadata": {}, + "execution_count": 3 + } + ], "source": [ "#Run this code\n", "import seaborn as sns\n", @@ -296,7 +637,7 @@ "metadata": {}, "outputs": [], "source": [ - "#your thoughts here" + "# It seems that the price has a positive linear relationship with the carat and a positive exponential relationship with the dimensions (x, y, z)." ] }, { @@ -312,13 +653,71 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 3, "metadata": { "scrolled": true }, - "outputs": [], + "outputs": [ + { + "output_type": "execute_result", + "data": { + "text/plain": [ + " Unnamed: 0.1 carat color clarity depth table \\\n", + "Unnamed: 0.1 1.000000 -0.378173 0.095062 0.208603 -0.035058 -0.100872 \n", + "carat -0.378173 1.000000 -0.291360 -0.352757 0.028259 0.181646 \n", + "color 0.095062 -0.291360 1.000000 -0.025783 -0.047373 -0.026481 \n", + "clarity 0.208603 -0.352757 -0.025783 1.000000 -0.067457 -0.160256 \n", + "depth -0.035058 0.028259 -0.047373 -0.067457 1.000000 -0.295733 \n", + "table -0.100872 0.181646 -0.026481 -0.160256 -0.295733 1.000000 \n", + "price -0.307092 0.921592 -0.172431 -0.146789 -0.010729 0.127245 \n", + "x -0.406331 0.977779 -0.270671 -0.372865 -0.025017 0.196097 \n", + "y -0.406487 0.975739 -0.270110 -0.367124 -0.028471 0.189491 \n", + "z -0.408982 0.976265 -0.274874 -0.376375 0.096454 0.155771 \n", + "\n", + " price x y z \n", + "Unnamed: 0.1 -0.307092 -0.406331 -0.406487 -0.408982 \n", + "carat 0.921592 0.977779 0.975739 0.976265 \n", + "color -0.172431 -0.270671 -0.270110 -0.274874 \n", + "clarity -0.146789 -0.372865 -0.367124 -0.376375 \n", + "depth -0.010729 -0.025017 -0.028471 0.096454 \n", + "table 0.127245 0.196097 0.189491 0.155771 \n", + "price 1.000000 0.887231 0.887769 0.881910 \n", + "x 0.887231 1.000000 0.997426 0.990827 \n", + "y 0.887769 0.997426 1.000000 0.990381 \n", + "z 0.881910 0.990827 0.990381 1.000000 " + ], + "text/html": "
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\n" + }, + "metadata": { + "needs_background": "light" + } + } + ], "source": [ - "# your code here" + "plt.figure(figsize=(8, 10))\n", + "heatmap = sns.heatmap(diamonds.corr()[['price']].sort_values(by='price', ascending=False), vmin=-1, vmax=1, annot=True)\n", + "heatmap.set_title('Features Correlating with Price', fontdict={'fontsize':18}, pad=16)\n", + "plt.show()" ] }, { @@ -334,7 +733,7 @@ "metadata": {}, "outputs": [], "source": [ - "#your thoughts here" + "# Yes, it fit. Price has a strong correlation with carat, x, y and z." ] }, { @@ -346,13 +745,42 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 33, "metadata": { "scrolled": false }, - "outputs": [], - "source": [ - "# your code here" + "outputs": [ + { + "output_type": "display_data", + "data": { + "text/plain": "
", + "image/svg+xml": "\r\n\r\n\r\n\r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n \r\n 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\n" + }, + "metadata": { + "needs_background": "light" + } + }, + { + "output_type": "stream", + "name": "stdout", + "text": [ + "Rsquare is 0.8493319314553126\n" + ] + } + ], + "source": [ + "import scipy.stats as st\n", + "x = diamonds['carat']\n", + "y = diamonds['price']\n", + "regression = st.linregress(x,y)\n", + "results = regression.slope*x + regression.intercept\n", + "#plt.plot(x,results,'r--')\n", + "sns.lineplot(x,results,color='red')\n", + "sns.scatterplot(x,y)\n", + "plt.show()\n", + "rsquare = regression.rvalue**2\n", + "print('Rsquare is',rsquare)" ] }, { @@ -368,7 +796,7 @@ "metadata": {}, "outputs": [], "source": [ - "#your thoughts here" + "# It's a good approximation because we have 85% of the data connect. In addition, $ 20,000 appears to be an upper limit for this realization." ] }, { @@ -380,11 +808,11 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 34, "metadata": {}, "outputs": [], "source": [ - "#your thoughts here" + "# The carat must be related to the dimensions." ] }, { @@ -418,9 +846,9 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.6.8" + "version": "3.8.3-final" } }, "nbformat": 4, "nbformat_minor": 2 -} +} \ No newline at end of file