From eb0f4ecaa1d44bb70638ab9270afc03e1df8f063 Mon Sep 17 00:00:00 2001 From: Tu Nombre Date: Mon, 9 Nov 2020 02:15:43 +0100 Subject: [PATCH] lab-finished --- .../your-code/main.ipynb | 780086 ++++++++++++++- 1 file changed, 780060 insertions(+), 26 deletions(-) diff --git a/module-2/plotting-multiple-data-series/your-code/main.ipynb b/module-2/plotting-multiple-data-series/your-code/main.ipynb index ef4d28c3..2319a2fe 100644 --- a/module-2/plotting-multiple-data-series/your-code/main.ipynb +++ b/module-2/plotting-multiple-data-series/your-code/main.ipynb @@ -11,14 +11,18 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ "import pandas as pd\n", "import matplotlib.pyplot as plt\n", + "import plotly.graph_objects as go\n", + "import plotly.express as px\n", "import seaborn as sns\n", "import warnings\n", + "import numpy as np\n", + "import itertools\n", "\n", "warnings.filterwarnings('ignore')\n", "%matplotlib inline" @@ -26,12 +30,980 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 2, "metadata": {}, - "outputs": [], + "outputs": [ + { + "data": { + "text/html": [ + "
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YearMonthSupplierItemCodeDescriptionItemTypeRetailSalesRetailTransfersWarehouseSales
020174ROYAL WINE CORP100200GAMLA CAB - 750MLWINE0.001.00.0
120174SANTA MARGHERITA USA INC100749SANTA MARGHERITA P/GRIG ALTO - 375MLWINE0.001.00.0
220174JIM BEAM BRANDS CO10103KNOB CREEK BOURBON 9YR - 100P - 375MLLIQUOR0.008.00.0
320174HEAVEN HILL DISTILLERIES INC10120J W DANT BOURBON 100P - 1.75LLIQUOR0.002.00.0
420174ROYAL WINE CORP101664RAMON CORDOVA RIOJA - 750MLWINE0.004.00.0
520174REPUBLIC NATIONAL DISTRIBUTING CO101680MANISCHEWITZ CREAM WH CONCORD - 1.5LWINE0.001.00.0
620174ROYAL WINE CORP101753BARKAN CLASSIC PET SYR - 750MLWINE0.001.00.0
720174JIM BEAM BRANDS CO10197KNOB CREEK BOURBON 9YR - 100P - 1.75LLIQUOR0.0032.00.0
820174STE MICHELLE WINE ESTATES101974CH ST MICH P/GRIS - 750MLWINE0.0026.00.0
920174MONSIEUR TOUTON SELECTION102083CH DE LA CHESNAIE MUSCADET - 750MLWINE0.001.00.0
1020174JIM BEAM BRANDS CO10243OLD GRAND DAD BOURBON 100P - 750MLLIQUOR0.003.00.0
1120174BACCHUS IMPORTERS LTD10246HILLROCK DOUBLE CASK RYE - 750MLLIQUOR0.005.00.0
1220174MHW LTD10266LA CHAYA MAL - 750MLWINE0.004.00.0
1320174MHW LTD10268LA CHAYA TORRONTES - 750MLWINE0.001.00.0
1420174CRAFT WINE & SPIRITS OF MARYLAND LLC10269FEW BOURBON - 750MLLIQUOR0.001.00.0
1520174CRAFT WINE & SPIRITS OF MARYLAND LLC10270KOPPER KETTLE WHISKEY - 750MLLIQUOR0.001.00.0
1620174ALLAGASH BREWING COMPANY10271ALLAGASH SAISON 6/4 NR 12.0ZBEER0.004.00.0
1720174REPUBLIC NATIONAL DISTRIBUTING CO10274KINSEY BOURBON - 750MLLIQUOR0.001.00.0
1820174PERNOD RICARD USA LLC10275LOT 40 RYE - 750MLLIQUOR0.001.00.0
1920174KATCEF BROTHERS INC10306TROEGS SOLID SENDER PALE ALE - 4/6NRBEER0.001.00.0
2020174BACARDI USA INC10332GREY GOOSE VODKA - 375MLLIQUOR0.0011.00.0
2120174A VINTNERS SELECTIONS103608VAJRA LANGHE NEBBIOLO DOC - 750MLWINE0.001.00.0
2220174LEGENDS LTD10370BALTIMORE BEER WORKS DARK USHER - 4/6NRBEER0.001.00.0
2320174CASTLE BRANDS USA CORP10375PALLINI LIMONCELLO 6/CS - 750MLLIQUOR0.002.00.0
2420174Default104FOUR BOTTLE WINE TOTESTR_SUPPLIES0.002.00.0
2520174DIONYSOS IMPORTS INC104060LES CHAILLOUX SANCERRE CHERRIE - 750MLWINE0.001.00.0
2620174JACKSON FAMILY ENTERPRISES INC10413MURPHY GOODE CHARD - 750MLWINE0.0022.00.0
2720174BUCK DISTRIBUTING COMPANY INC10430STONE IPA 4/6 NR - 12OZBEER0.0044.00.0
2820174PUNTO VINO LLC104302EREDI LODALI BAROLO 6/CS - 750MLWINE0.001.00.0
2920174KATCEF BROTHERS INC10431VICTORY GOLDEN MONKEY 4/6NR - 12OZBEER0.0025.00.0
..............................
12832520182LABATT USA OPERATING CO LLC99333MAGIC HAT #9 1/2KKEGS0.000.01.0
12832620182YUENGLING BREWERY99350YUENGLING LAGER 1/4KKEGS0.000.035.0
12832720182INTERBALT PRODUCTS CORP99368BALTIKA #8 NR 20/CS - 16.9OZBEER0.000.01.0
12832820182HAMCO DC9938THERMAL REGISTER PAPERSTR_SUPPLIES0.0028.00.0
12832920182LEGENDS LTD99554MAUDITE 6/4 NR - 12OZBEER1.362.01.0
12833020182LEGENDS LTD99562UNIBROUE TROIS PISTOLS 6/4 12.OZBEER0.000.08.0
12833120182MONSIEUR TOUTON SELECTION995692FINCA DECERO CAB - 750MLWINE0.000.02.0
12833220182HEINEKEN USA99570DOS EQUIS AMBER 1/2KKEGS0.000.019.0
12833320182LEGENDS LTD99589UNIBROUE MAUDITE 12/750BEER0.240.00.0
12833420182LEGENDS LTD99597TROIS PISTOLES 12/25.4OZ NR - 25.4OZBEER0.240.00.0
12833520182DOPS INC99643DELIRIUM NOEL 12/25.4OZ NR - 25.4OZBEER0.570.00.0
12833620182LEGENDS LTD99662SCRUMPY'S ORGANIC CIDER NR - 22OZBEER0.000.06.0
12833720182LEGENDS LTD99665BITBURGER NA 4/6 NR - 11.2OZNON-ALCOHOL0.000.012.0
12833820182LEGENDS LTD99668DUPONT SAISON -750MLBEER0.000.07.0
12833920182LEGENDS LTD99671SAISON DUPONT NR 12/CS - 375MLBEER0.000.02.0
12834020182LEGENDS LTD99684DANSK VIKING BLOOD MEAD - 750MLWINE3.380.01.0
12834120182SIERRA NEVADA BREWING CO99708SIERRA NEVADA PALE ALE 2/12 NR - 12OZBEER0.000.0235.0
12834220182LEGENDS LTD99713GREAT DVIDE YETI IMP STOUT NR - 22OZBEER0.961.02.0
12834320182SIERRA NEVADA BREWING CO99716SIERRA NEVADA PALE ALE 12/24OZ NR - 24OZBEER0.000.048.0
12834420182LEGENDS LTD99727O'HARA'S RED 4/6NR - 11.2OZBEER0.000.03.0
12834520182LEGENDS LTD99730ERDINGER WEISS NR 12/CS - 16.9OZBEER0.000.04.0
12834620182MILLER BREWING COMPANY99740MOLSON GOLDEN 2/12 LNNR - 12OZBEER0.000.0193.5
12834720182LEGENDS LTD99741DON DE DIEU 6/4 NR - 12OZBEER0.682.00.0
12834820182LEGENDS LTD99753DUTCHESS DE BOURGOGNE NR - 750MLBEER0.000.02.0
12834920182COASTAL BREWING COMPANY LLC99813DOMINION OAK BARREL STOUT 1/2KKEGS0.000.02.0
12835020182ANHEUSER BUSCH INC9997HOEGAARDEN 4/6NR - 12OZBEER66.4659.0212.0
12835120182COASTAL BREWING COMPANY LLC99970DOMINION OAK BARREL STOUT 4/6 NR - 12OZBEER9.087.035.0
12835220182BOSTON BEER CORPORATION99988SAM ADAMS COLD SNAP 1/6 KGKEGS0.000.032.0
12835320182NaNBCBEER CREDITREF0.000.0-35.0
12835420182NaNWCWINE CREDITREF0.000.0-81.0
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128355 rows × 9 columns

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" + ], + "text/plain": [ + " Year Month Supplier ItemCode \\\n", + "0 2017 4 ROYAL WINE CORP 100200 \n", + "1 2017 4 SANTA MARGHERITA USA INC 100749 \n", + "2 2017 4 JIM BEAM BRANDS CO 10103 \n", + "3 2017 4 HEAVEN HILL DISTILLERIES INC 10120 \n", + "4 2017 4 ROYAL WINE CORP 101664 \n", + "5 2017 4 REPUBLIC NATIONAL DISTRIBUTING CO 101680 \n", + "6 2017 4 ROYAL WINE CORP 101753 \n", + "7 2017 4 JIM BEAM BRANDS CO 10197 \n", + "8 2017 4 STE MICHELLE WINE ESTATES 101974 \n", + "9 2017 4 MONSIEUR TOUTON SELECTION 102083 \n", + "10 2017 4 JIM BEAM BRANDS CO 10243 \n", + "11 2017 4 BACCHUS IMPORTERS LTD 10246 \n", + "12 2017 4 MHW LTD 10266 \n", + "13 2017 4 MHW LTD 10268 \n", + "14 2017 4 CRAFT WINE & SPIRITS OF MARYLAND LLC 10269 \n", + "15 2017 4 CRAFT WINE & SPIRITS OF MARYLAND LLC 10270 \n", + "16 2017 4 ALLAGASH BREWING COMPANY 10271 \n", + "17 2017 4 REPUBLIC NATIONAL DISTRIBUTING CO 10274 \n", + "18 2017 4 PERNOD RICARD USA LLC 10275 \n", + "19 2017 4 KATCEF BROTHERS INC 10306 \n", 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\n", + " \n", + " \n", + "
\n", + " \n", + "
" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fig = px.scatter_matrix(data, dimensions=['RetailSales', 'RetailTransfers', 'WarehouseSales', 'Total Sales'], color=\"ItemType\", title='Dataframe correlation in Item Type terms')\n", + "fig.show()" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "The raw code for this IPython notebook is by default hidden for easier reading.\n", + "To toggle on/off the raw code, click here." + ], + "text/plain": [ + "" + ] + }, + "execution_count": 15, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "from IPython.display import HTML\n", + "HTML('''\n", + "The raw code for this IPython notebook is by default hidden for easier reading.\n", + "To toggle on/off the raw code, click here.''')" + ] } ], "metadata": { @@ -169,7 +780203,7 @@ "name": "python", "nbconvert_exporter": "python", "pygments_lexer": "ipython3", - "version": "3.7.2" + "version": "3.7.3" } }, "nbformat": 4,