From c895e6c051cfda77a22b31367cf5c0bbedce4249 Mon Sep 17 00:00:00 2001 From: Trygve Laugstøl Date: Sun, 13 Aug 2017 11:22:07 +0200 Subject: o Going more jupyter. --- demo/notebooks/BOM Demo.ipynb | 1400 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 1400 insertions(+) create mode 100644 demo/notebooks/BOM Demo.ipynb (limited to 'demo/notebooks') diff --git a/demo/notebooks/BOM Demo.ipynb b/demo/notebooks/BOM Demo.ipynb new file mode 100644 index 0000000..f9d6faa --- /dev/null +++ b/demo/notebooks/BOM Demo.ipynb @@ -0,0 +1,1400 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### Notebook configuration" + ] + }, + { + "cell_type": "code", + "execution_count": 115, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "The autoreload extension is already loaded. To reload it, use:\n", + " %reload_ext autoreload\n" + ] + } + ], + "source": [ + "%load_ext autoreload\n", + "%autoreload 2\n", + "\n", + "%aimport ee.kicad.bom\n", + "%aimport ee.kicad.bom.io\n", + "\n", + "from ee.kicad.bom import *\n", + "from ee.kicad.bom.io import read_bom" + ] + }, + { + "cell_type": "code", + "execution_count": 170, + "metadata": { + "collapsed": true + }, + "outputs": [], + "source": [ + "bom_file = \"../kicad/bom/A64-OlinuXino_Rev_C.xml\"\n", + "bom_file = \"../kicad/bom/gw.xml\"" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Load the BOM, sort by reference" + ] + }, + { + "cell_type": "code", + "execution_count": 199, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "import os\n", + "import os.path\n", + "import pandas\n", + "\n", + "bom = read_bom(bom_file).to_pandas()" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# Sort a BOM" + ] + }, + { + "cell_type": "code", + "execution_count": 200, + "metadata": { + "scrolled": true + }, + "outputs": [], + "source": [ + "f=lambda x: pandas.Series(data=x, index=['ref_name', 'ref_num', 'ref_rest'])\n", + "sort_fields=bom[\"ref\"].map(ee.kicad.bom.split_ref).apply(f)\n", + "\n", + "bom=pandas.concat([bom, sort_fields], axis=1, join_axes=[bom.index])\n", + "bom=bom.sort_values(by=list(sort_fields.columns))\n" + ] + }, + { + "cell_type": "code", + "execution_count": 201, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "
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CapacitanceColorDescriptionFrequencyImpedanceInductanceManufacturerPart NumberResistancerefvalueref_nameref_numref_rest
C11.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC1C0402_1u_10Vdc_X5RC1
C21.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC2C0402_1u_10Vdc_X5RC2
C31.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC3C0402_1u_10Vdc_X5RC3
C41.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC4C0402_1u_10Vdc_X5RC4
C51.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC5C0402_1u_10Vdc_X5RC5
C61.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC6C0402_1u_10Vdc_X5RC6
C71.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC7C0402_1u_10Vdc_X5RC7
C81.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC8C0402_1u_10Vdc_X5RC8
C91.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC9C0402_1u_10Vdc_X5RC9
C104.7uFNone4.7uF, 6.3Vdc, ±20%, X5RNoneNoneNoneMurataGRM185R60J475ME15NoneC10C0603_4u7_6.3Vdc_X5RC10
C114.7uFNone4.7uF, 6.3Vdc, ±20%, X5RNoneNoneNoneMurataGRM185R60J475ME15NoneC11C0603_4u7_6.3Vdc_X5RC11
C124.7uFNone4.7uF, 6.3Vdc, ±20%, X5RNoneNoneNoneMurataGRM185R60J475ME15NoneC12C0603_4u7_6.3Vdc_X5RC12
C131.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC13C0402_1u_10Vdc_X5RC13
C141.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC14C0402_1u_10Vdc_X5RC14
C1510000pFNone10000pF, 10Vdc, ±10%, X5RNoneNoneNoneMurataGRM155R61A103KA01NoneC15C0402_10n_10Vdc_X5RC15
C1610000pFNone10000pF, 10Vdc, ±10%, X5RNoneNoneNoneMurataGRM155R61A103KA01NoneC16C0402_10n_10Vdc_X5RC16
C1710000pFNone10000pF, 10Vdc, ±10%, X5RNoneNoneNoneMurataGRM155R61A103KA01NoneC17C0402_10n_10Vdc_X5RC17
C181.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC18C0402_1u_10Vdc_X5RC18
C191.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC19C0402_1u_10Vdc_X5RC19
C201.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC20C0402_1u_10Vdc_X5RC20
C211.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC21C0402_1u_10Vdc_X5RC21
C2210pFNone10pF, 100Vdc, ±2%, C0GNoneNoneNoneMurataGRM1555C2A100GA01NoneC22C0402_10p_100Vdc_C0GC22
C2310pFNone10pF, 100Vdc, ±2%, C0GNoneNoneNoneMurataGRM1555C2A100GA01NoneC23C0402_10p_100Vdc_C0GC23
C2410pFNone10pF, 100Vdc, ±2%, C0GNoneNoneNoneMurataGRM1555C2A100GA01NoneC24C0402_10p_100Vdc_C0GC24
C2510pFNone10pF, 100Vdc, ±2%, C0GNoneNoneNoneMurataGRM1555C2A100GA01NoneC25C0402_10p_100Vdc_C0GC25
C2610pFNone10pF, 100Vdc, ±2%, C0GNoneNoneNoneMurataGRM1555C2A100GA01NoneC26C0402_10p_100Vdc_C0GC26
C271.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC27C0402_1u_10Vdc_X5RC27
C2815pFNone15pF, 100Vdc, ±2%, C0GNoneNoneNoneMurataGRM1555C2A150GA01NoneC28C0402_15p_100Vdc_C0GC28
C291.0uFNone1.0uF, 10Vdc, ±20%, X5RNoneNoneNoneMurataGRM153R61A105ME95NoneC29C0402_1u_10Vdc_X5RC29
C3015pFNone15pF, 100Vdc, ±2%, C0GNoneNoneNoneMurataGRM1555C2A150GA01NoneC30C0402_15p_100Vdc_C0GC30
.............................................
R32NoneNone1.5k, ±1%, 0.063WNoneNoneNoneVishayCRCW04021K50FKED1.5kR32R0402_1k50R32
R33NoneNone10k, ±1%, 0.063WNoneNoneNoneVishayCRCW040210K0FKED10kR33R0402_10kR33
R34NoneNone330, ±1%, 0.063WNoneNoneNoneVishayCRCW0402330RFKED330R34R0402_330RR34
R35NoneNone330, ±1%, 0.063WNoneNoneNoneVishayCRCW0402330RFKED330R35R0402_330RR35
R36NoneNone10k, ±1%, 0.063WNoneNoneNoneVishayCRCW040210K0FKED10kR36R0402_10kR36
R37NoneNone100k, ±1%, 0.063WNoneNoneNoneVishayCRCW0402100KFKED100kR37R0402_100kR37
R38NoneNone100k, ±1%, 0.063WNoneNoneNoneVishayCRCW0402100KFKED100kR38R0402_100kR38
R39NoneNone100k, ±1%, 0.063WNoneNoneNoneVishayCRCW0402100KFKED100kR39R0402_100kR39
R40NoneNone100, ±1%, 0.063WNoneNoneNoneVishayCRCW0402100RFKED100R40R0402_100RR40
R41NoneNone100, ±1%, 0.063WNoneNoneNoneVishayCRCW0402100RFKED100R41R0402_100RR41
R42NoneNone39, ±1%, 0.063WNoneNoneNoneVishayCRCW040239R0FKED39R42R0402_39RR42
R43NoneNone39, ±1%, 0.063WNoneNoneNoneVishayCRCW040239R0FKED39R43R0402_39RR43
R44NoneNone10k, ±1%, 0.063WNoneNoneNoneVishayCRCW040210K0FKED10kR44R0402_10kR44
T1NoneNoneNoneNoneNoneNoneNoneNoneNoneT1S558-5999-T7-FT1
U1NoneNoneNoneNoneNoneNoneNoneNoneNoneU1AT91SAM9G25U1
U2NoneNoneNoneNoneNoneNoneNoneNoneNoneU2USBLC6-4U2
U3NoneNoneNoneNoneNoneNoneNoneNoneNoneU3CC2520U3
U4NoneNoneNoneNoneNoneNoneNoneNoneNoneU4NCP360SNAET1GU4
U5NoneNoneNoneNoneNoneNoneNoneNoneNoneU5TPS62742U5
U6NoneNoneNoneNoneNoneNoneNoneNoneNoneU6MIC23254U6
U7NoneNoneNoneNoneNoneNoneNoneNoneNoneU7IS46DR16640BU7
U8NoneNoneNoneNoneNoneNoneNoneNoneNoneU8MX30LF1G08AAU8
U9NoneNoneNoneNoneNoneNoneNoneNoneNoneU9LAN8710U9
U10NoneNoneNoneNoneNoneNoneNoneNoneNoneU10USBLC6-4U10
U11NoneNoneNoneNoneNoneNoneNoneNoneNoneU11LP3470M5-3.08U11
X1NoneNonef=12MHz, Stability:±150ppm, Tol:±50ppm,Load ca...12MHzNoneNoneNDKNX3225GA-12.000M-STD-CRA-1NoneX1NX3225GA-12.000M-STD-CRA-1X1
X2NoneNonef=32.768kHz, Stability:-, Tol:±20ppm,Load capa...32.768kHzNoneNoneNDKNX2012SA-32.768K-STD-MUB-1NoneX2NX2012SA-32.768K-STD-MUB-1X2
X3NoneNonef=32MHz, Stability:±10ppm, Tol:±10ppm,Load cap...32MHzNoneNoneNDKNX2520SA-32.000000MHZNoneX3NX2520SA-32.000000MHZX3
X4NoneNonef=25MHz, Stability:±25ppm, Tol:±15ppm,Load cap...25MHzNoneNoneNDKNX2520SA-25.000M-STD-CSW-5NoneX4NX2520SA-25.000M-STD-CSW-5X4
Z1NoneNoneNoneNoneNoneNoneNoneNoneNoneZ1WLA.01Z1
\n", + "

165 rows × 14 columns

\n", + "
" + ], + "text/plain": [ + " Capacitance Color Description \\\n", + "C1 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C2 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C3 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C4 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C5 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C6 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C7 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C8 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C9 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C10 4.7uF None 4.7uF, 6.3Vdc, ±20%, X5R \n", + "C11 4.7uF None 4.7uF, 6.3Vdc, ±20%, X5R \n", + "C12 4.7uF None 4.7uF, 6.3Vdc, ±20%, X5R \n", + "C13 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C14 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C15 10000pF None 10000pF, 10Vdc, ±10%, X5R \n", + "C16 10000pF None 10000pF, 10Vdc, ±10%, X5R \n", + "C17 10000pF None 10000pF, 10Vdc, ±10%, X5R \n", + "C18 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C19 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C20 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C21 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C22 10pF None 10pF, 100Vdc, ±2%, C0G \n", + "C23 10pF None 10pF, 100Vdc, ±2%, C0G \n", + "C24 10pF None 10pF, 100Vdc, ±2%, C0G \n", + "C25 10pF None 10pF, 100Vdc, ±2%, C0G \n", + "C26 10pF None 10pF, 100Vdc, ±2%, C0G \n", + "C27 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C28 15pF None 15pF, 100Vdc, ±2%, C0G \n", + "C29 1.0uF None 1.0uF, 10Vdc, ±20%, X5R \n", + "C30 15pF None 15pF, 100Vdc, ±2%, C0G \n", + ".. ... ... ... \n", + "R32 None None 1.5k, ±1%, 0.063W \n", + "R33 None None 10k, ±1%, 0.063W \n", + "R34 None None 330, ±1%, 0.063W \n", + "R35 None None 330, ±1%, 0.063W \n", + "R36 None None 10k, ±1%, 0.063W \n", + "R37 None None 100k, ±1%, 0.063W \n", + "R38 None None 100k, ±1%, 0.063W \n", + "R39 None None 100k, ±1%, 0.063W \n", + "R40 None None 100, ±1%, 0.063W \n", + "R41 None None 100, ±1%, 0.063W \n", + "R42 None None 39, ±1%, 0.063W \n", + "R43 None None 39, ±1%, 0.063W \n", + "R44 None None 10k, ±1%, 0.063W \n", + "T1 None None None \n", + "U1 None None None \n", + "U2 None None None \n", + "U3 None None None \n", + "U4 None None None \n", + "U5 None None None \n", + "U6 None None None \n", + "U7 None None None \n", + "U8 None None None \n", + "U9 None None None \n", + "U10 None None None \n", + "U11 None None None \n", + "X1 None None f=12MHz, Stability:±150ppm, Tol:±50ppm,Load ca... \n", + "X2 None None f=32.768kHz, Stability:-, Tol:±20ppm,Load capa... \n", + "X3 None None f=32MHz, Stability:±10ppm, Tol:±10ppm,Load cap... \n", + "X4 None None f=25MHz, Stability:±25ppm, Tol:±15ppm,Load cap... \n", + "Z1 None None None \n", + "\n", + " Frequency Impedance Inductance Manufacturer Part Number \\\n", + "C1 None None None Murata GRM153R61A105ME95 \n", + "C2 None None None Murata GRM153R61A105ME95 \n", + "C3 None None None Murata GRM153R61A105ME95 \n", + "C4 None None None Murata GRM153R61A105ME95 \n", + "C5 None None None Murata GRM153R61A105ME95 \n", + "C6 None None None Murata GRM153R61A105ME95 \n", + "C7 None None None Murata GRM153R61A105ME95 \n", + "C8 None None None Murata GRM153R61A105ME95 \n", + "C9 None None None Murata GRM153R61A105ME95 \n", + "C10 None None None Murata GRM185R60J475ME15 \n", + "C11 None None None Murata GRM185R60J475ME15 \n", + "C12 None None None Murata GRM185R60J475ME15 \n", + "C13 None None None Murata GRM153R61A105ME95 \n", + "C14 None None None Murata GRM153R61A105ME95 \n", + "C15 None None None Murata GRM155R61A103KA01 \n", + "C16 None None None Murata GRM155R61A103KA01 \n", + "C17 None None None Murata GRM155R61A103KA01 \n", + "C18 None None None Murata GRM153R61A105ME95 \n", + "C19 None None None Murata GRM153R61A105ME95 \n", + "C20 None None None Murata GRM153R61A105ME95 \n", + "C21 None None None Murata GRM153R61A105ME95 \n", + "C22 None None None Murata GRM1555C2A100GA01 \n", + "C23 None None None Murata GRM1555C2A100GA01 \n", + "C24 None None None Murata GRM1555C2A100GA01 \n", + "C25 None None None Murata GRM1555C2A100GA01 \n", + "C26 None None None Murata GRM1555C2A100GA01 \n", + "C27 None None None Murata GRM153R61A105ME95 \n", + "C28 None None None Murata GRM1555C2A150GA01 \n", + "C29 None None None Murata GRM153R61A105ME95 \n", + "C30 None None None Murata GRM1555C2A150GA01 \n", + ".. ... ... ... ... ... \n", + "R32 None None None Vishay CRCW04021K50FKED \n", + "R33 None None None Vishay CRCW040210K0FKED \n", + "R34 None None None Vishay CRCW0402330RFKED \n", + "R35 None None None Vishay CRCW0402330RFKED \n", + "R36 None None None Vishay CRCW040210K0FKED \n", + "R37 None None None Vishay CRCW0402100KFKED \n", + "R38 None None None Vishay CRCW0402100KFKED \n", + "R39 None None None Vishay CRCW0402100KFKED \n", + "R40 None None None Vishay CRCW0402100RFKED \n", + "R41 None None None Vishay CRCW0402100RFKED \n", + "R42 None None None Vishay CRCW040239R0FKED \n", + "R43 None None None Vishay CRCW040239R0FKED \n", + "R44 None None None Vishay CRCW040210K0FKED \n", + "T1 None None None None None \n", + "U1 None None None None None \n", + "U2 None None None None None \n", + "U3 None None None None None \n", + "U4 None None None None None \n", + "U5 None None None None None \n", + "U6 None None None None None \n", + "U7 None None None None None \n", + "U8 None None None None None \n", + "U9 None None None None None \n", + "U10 None None None None None \n", + "U11 None None None None None \n", + "X1 12MHz None None NDK NX3225GA-12.000M-STD-CRA-1 \n", + "X2 32.768kHz None None NDK NX2012SA-32.768K-STD-MUB-1 \n", + "X3 32MHz None None NDK NX2520SA-32.000000MHZ \n", + "X4 25MHz None None NDK NX2520SA-25.000M-STD-CSW-5 \n", + "Z1 None None None None None \n", + "\n", + " Resistance ref value ref_name ref_num ref_rest \n", + "C1 None C1 C0402_1u_10Vdc_X5R C 1 \n", + "C2 None C2 C0402_1u_10Vdc_X5R C 2 \n", + "C3 None C3 C0402_1u_10Vdc_X5R C 3 \n", + "C4 None C4 C0402_1u_10Vdc_X5R C 4 \n", + "C5 None C5 C0402_1u_10Vdc_X5R C 5 \n", + "C6 None C6 C0402_1u_10Vdc_X5R C 6 \n", + "C7 None C7 C0402_1u_10Vdc_X5R C 7 \n", + "C8 None C8 C0402_1u_10Vdc_X5R C 8 \n", + "C9 None C9 C0402_1u_10Vdc_X5R C 9 \n", + "C10 None C10 C0603_4u7_6.3Vdc_X5R C 10 \n", + "C11 None C11 C0603_4u7_6.3Vdc_X5R C 11 \n", + "C12 None C12 C0603_4u7_6.3Vdc_X5R C 12 \n", + "C13 None C13 C0402_1u_10Vdc_X5R C 13 \n", + "C14 None C14 C0402_1u_10Vdc_X5R C 14 \n", + "C15 None C15 C0402_10n_10Vdc_X5R C 15 \n", + "C16 None C16 C0402_10n_10Vdc_X5R C 16 \n", + "C17 None C17 C0402_10n_10Vdc_X5R C 17 \n", + "C18 None C18 C0402_1u_10Vdc_X5R C 18 \n", + "C19 None C19 C0402_1u_10Vdc_X5R C 19 \n", + "C20 None C20 C0402_1u_10Vdc_X5R C 20 \n", + "C21 None C21 C0402_1u_10Vdc_X5R C 21 \n", + "C22 None C22 C0402_10p_100Vdc_C0G C 22 \n", + "C23 None C23 C0402_10p_100Vdc_C0G C 23 \n", + "C24 None C24 C0402_10p_100Vdc_C0G C 24 \n", + "C25 None C25 C0402_10p_100Vdc_C0G C 25 \n", + "C26 None C26 C0402_10p_100Vdc_C0G C 26 \n", + "C27 None C27 C0402_1u_10Vdc_X5R C 27 \n", + "C28 None C28 C0402_15p_100Vdc_C0G C 28 \n", + "C29 None C29 C0402_1u_10Vdc_X5R C 29 \n", + "C30 None C30 C0402_15p_100Vdc_C0G C 30 \n", + ".. ... ... ... ... ... ... \n", + "R32 1.5k R32 R0402_1k50 R 32 \n", + "R33 10k R33 R0402_10k R 33 \n", + "R34 330 R34 R0402_330R R 34 \n", + "R35 330 R35 R0402_330R R 35 \n", + "R36 10k R36 R0402_10k R 36 \n", + "R37 100k R37 R0402_100k R 37 \n", + "R38 100k R38 R0402_100k R 38 \n", + "R39 100k R39 R0402_100k R 39 \n", + "R40 100 R40 R0402_100R R 40 \n", + "R41 100 R41 R0402_100R R 41 \n", + "R42 39 R42 R0402_39R R 42 \n", + "R43 39 R43 R0402_39R R 43 \n", + "R44 10k R44 R0402_10k R 44 \n", + "T1 None T1 S558-5999-T7-F T 1 \n", + "U1 None U1 AT91SAM9G25 U 1 \n", + "U2 None U2 USBLC6-4 U 2 \n", + "U3 None U3 CC2520 U 3 \n", + "U4 None U4 NCP360SNAET1G U 4 \n", + "U5 None U5 TPS62742 U 5 \n", + "U6 None U6 MIC23254 U 6 \n", + "U7 None U7 IS46DR16640B U 7 \n", + "U8 None U8 MX30LF1G08AA U 8 \n", + "U9 None U9 LAN8710 U 9 \n", + "U10 None U10 USBLC6-4 U 10 \n", + "U11 None U11 LP3470M5-3.08 U 11 \n", + "X1 None X1 NX3225GA-12.000M-STD-CRA-1 X 1 \n", + "X2 None X2 NX2012SA-32.768K-STD-MUB-1 X 2 \n", + "X3 None X3 NX2520SA-32.000000MHZ X 3 \n", + "X4 None X4 NX2520SA-25.000M-STD-CSW-5 X 4 \n", + "Z1 None Z1 WLA.01 Z 1 \n", + "\n", + "[165 rows x 14 columns]" + ] + }, + "execution_count": 201, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "bom" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3", + "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": "3.5.4rc1" + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} -- cgit v1.2.3