我正在尝试使用BeautifulSoup并使用“查找”方法和“ lxml”解析器从WASDE(“世界农业供需估算”)页面中提取一些XML数据,但是我遇到了错误,并且找不到解决方案。 请参见下面的代码。
Data1,Data2和Data4完全在同一路径中。我可以提取Data1和Data2,但是python在Data4上给了我一个属性错误:AttributeError: 'NoneType' object has no attribute 'cell'
。
我发现的唯一区别是Data1和Data2的attribute1是单词“生产”(Data1)和“导入”(Data2),但是,Data4的attribute1由两个单独的单词“期末库存”组成。这似乎是问题所在,因为如果将“末尾库存”替换为同一路径中的“国内供稿”,则会发现相同的错误,但是如果将其替换为同样路径的“出口”,则会发现相同的错误。代码可以正常工作。
但是,如果您现在看一下Data3,它位于不同的路径中,但是属性1较长(“每英亩收成”),该代码将可以正常工作。 因此,问题是:当一个属性中的单词不止一个时,为什么有时无法使用“查找”方法进行Beutifulsoup?任何解决方案或对此更好的编码?
# Import libraries to be used
from urllib.request import urlopen
import requests
from bs4 import BeautifulSoup
# URL to be parsed
URL = 'https://www.usda.gov/oce/commodity/wasde/wasde1119.xml'
# Downloading URL and creating BeautifulSoup object
html = requests.get(URL)
soup = BeautifulSoup(html.text, "lxml")
# Get Data1 and print it
Data1 = soup.sr19.matrix1.find("m1_month_group",{"forecast_month1" :"Oct"}).find("m1_attribute_group",{"attribute1": "Production"}).cell["cell_value1"]
print("Data1 = ", Data1)
# Get Data2 and print it
Data2 = soup.sr19.matrix1.find("m1_month_group",{"forecast_month1" :"Oct"}).find("m1_attribute_group",{"attribute1": "Imports"}).cell["cell_value1"]
print("Data2= ", Data2)
# Get Data3 and print it
Data3 = soup.sr11.matrix1.find("attribute1",{"attribute1":"Yield per Harvested Acre"}).find("m1_month_group",{"forecast_month1": "Nov"}).cell["cell_value1"]
print("Data3= ", Data3)
# Get Data4 and print it
Data4 = soup.sr19.matrix1.find("m1_month_group",{"forecast_month1" :"Oct"}).find("m1_attribute_group",{"attribute1": "Ending Stocks"}).cell["cell_value1"]
print("Data4= ", Data4)
答案 0 :(得分:0)
下面的代码使用python ElementTree库读取'Data1'和'Data3'。
由于XML很大,所以我不确定那些结果是否正确,但是如果是-您可以扩展它并将其用于'Data2'和'Data4',
import requests
import xml.etree.ElementTree as ET
xml = requests.get('https://www.usda.gov/oce/commodity/wasde/wasde1119.xml').content.decode('utf-8')
root = ET.fromstring(xml)
# Data1
cells = root.findall(".//sr19//matrix1//m1_month_group[@forecast_month1='Oct']//m1_attribute_group[@attribute1='Production']//Cell")
values = [cell.attrib['cell_value1'] for cell in cells]
print(values)
# Data3
cells = root.findall(".//sr11//matrix1//attribute1[@attribute1='Yield per Harvested Acre']//m1_month_group[@forecast_month1='Nov']//Cell")
values = [cell.attrib['cell_value1'] for cell in cells]
print(values)
输出
['765.23', '633.23', '53.39', '711.84', '324.70', '20.50', '18.00', '33.00', '152.00', '72.50', '28.70', '203.07', '1.10', '5.30', '132.00', '0.95', '18.87', '0.06', '22.46', '0.00', '102.19', '11.50']
['51.7']
答案 1 :(得分:0)
import requests
from bs4 import BeautifulSoup
r = requests.get(
'https://www.usda.gov/oce/commodity/wasde/wasde1119.xml')
soup = BeautifulSoup(r.text, 'lxml')
production = []
imports = []
nov = []
stock = []
for item in soup.findAll('m1_attribute_group', attrs={'attribute1': 'Production'}):
for cell in item.findAll('cell'):
cell = cell.get('cell_value1')
if cell is not None:
production.append(cell)
for item in soup.findAll('m1_attribute_group', attrs={'attribute1': 'Imports'}):
for cell in item.findAll('cell'):
cell = cell.get('cell_value1')
if cell is not None:
imports.append(cell)
for item in soup.findAll('m1_month_group', attrs={'forecast_month1': 'Nov'}):
for cell in item.findAll('cell'):
cell = cell.get('cell_value1')
if cell is not None:
nov.append(cell)
for item in soup.findAll('m1_attribute_group'):
for cell in item.findAll('cell', attrs={'cell_value1': True}):
cell = cell.get('cell_value1')
if cell is not None:
stock.append(cell)
for a, b, c, d in zip(production, imports, nov, stock):
print(
"Production: {:<10} Imports: {:<10} Nov: {:<10} Stock: {:<10}".format(a, b, c, d))
输出:
Production: 762.31 Imports: 180.03 Nov: 2658.19 Stock: 2618.41
Production: 627.98 Imports: 176.09 Nov: 3456.69 Stock: 3416.96
Production: 47.38 Imports: 4.30 Nov: 428.02 Stock: 414.83
Production: 714.93 Imports: 175.72 Nov: 2664.54 Stock: 2600.42
Production: 333.09 Imports: 6.96 Nov: 792.15 Stock: 816.54
Production: 18.50 Imports: 0.01 Nov: 765.55 Stock: 2629.43
Production: 20.94 Imports: 0.16 Nov: 1043.45 Stock: 3445.97
Production: 30.38 Imports: 0.45 Nov: 180.68 Stock: 428.40
Production: 151.13 Imports: 5.82 Nov: 755.17 Stock: 2647.47
Production: 85.17 Imports: 0.47 Nov: 288.28 Stock: 798.49
Production: 26.98 Imports: 0.06 Nov: 1394.89 Stock: 2659.68
Production: 202.93 Imports: 115.67 Nov: 1742.19 Stock: 3460.07
Production: 1.15 Imports: 6.15 Nov: 201.56 Stock: 426.56
Production: 4.26 Imports: 7.02 Nov: 1415.37 Stock: 2663.17
Production: 134.33 Imports: 3.94 Nov: 326.83 Stock: 796.90
Production: 0.97 Imports: 5.88 Nov: 497.76 Stock: 2658.19
Production: 19.25 Imports: 27.45 Nov: 671.05 Stock: 3456.69
Production: 0.07 Imports: 5.16 Nov: 45.78 Stock: 428.02
Production: 18.36 Imports: 18.46 Nov: 494.01 Stock: 2664.54
Production: 0.00 Imports: 26.06 Nov: 177.04 Stock: 792.15
Production: 98.51 Imports: 1.17 Nov: 2,239.15 Stock: 762.31
Production: 14.80 Imports: 0.10 Nov: 2,941.47 Stock: 1025.03
Production: 765.23 Imports: 175.68 Nov: 349.26 Stock: 182.47
Production: 765.55 Imports: 176.53 Nov: 2,309.22 Stock: 742.31
Production: 633.23 Imports: 172.48 Nov: 711.00 Stock: 282.73
Production: 633.55 Imports: 173.33 Nov: 713.29 Stock: 731.28
Production: 53.39 Imports: 3.27 Nov: 958.54 Stock: 1014.01
Production: 52.26 Imports: 3.27 Nov: 154.82 Stock: 172.89
Production: 711.84 Imports: 172.41 Nov: 723.71 Stock: 736.11
Production: 713.29 Imports: 173.27 Nov: 260.68 Stock: 277.90
Production: 324.70 Imports: 6.66 Nov: 1,034.06 Stock: 765.23
Production: 326.20 Imports: 6.66 Nov: 1,320.21 Stock: 1042.91
Production: 20.50 Imports: 0.01 Nov: 151.67 Stock: 179.68
Production: 20.00 Imports: 0.01 Nov: 1,095.67 Stock: 755.11
Production: 18.00 Imports: 0.15 Nov: 274.43 Stock: 287.80
Production: 17.20 Imports: 0.15 Nov: 491.79 Stock: 765.55
Production: 33.00 Imports: 0.45 Nov: 662.72 Stock: 1043.45
Production: 33.00 Imports: 0.45 Nov: 42.76 Stock: 180.68
Production: 152.00 Imports: 5.50 Nov: 489.85 Stock: 755.17
Production: 153.00 Imports: 5.50 Nov: 175.89 Stock: 288.28
Production: 72.50 Imports: 0.48 Nov: 571.30 Stock: 1361.22
Production: 74.00 Imports: 0.48 Nov: 699.06 Stock: 1747.20
Production: 28.70 Imports: 0.08 Nov: 172.55 Stock: 185.23
Production: 29.00 Imports: 0.08 Nov: 494.66 Stock: 1375.95
Production: 203.07 Imports: 114.99 Nov: 109.99 Stock: 371.25
Production: 203.29 Imports: 115.49 Nov: 337.76 Stock: 1398.80
Production: 1.10 Imports: 6.00 Nov: 352.64 Stock: 1770.05
Production: 1.10 Imports: 6.00 Nov: 93.64 Stock: 211.36
Production: 5.30 Imports: 7.70 Nov: 336.39 Stock: 1422.75
Production: 5.30 Imports: 7.70 Nov: 13.79 Stock: 347.30
Production: 132.00 Imports: 3.20 Nov: 206.47 Stock: 1396.68
Production: 132.00 Imports: 3.20 Nov: 227.55 Stock: 1747.53
Production: 0.95 Imports: 5.90 Nov: 88.69 Stock: 201.01
Production: 0.95 Imports: 5.90 Nov: 204.54 Stock: 1413.52
Production: 18.87 Imports: 27.40 Nov: 19.09 Stock: 334.01
Production: 18.87 Imports: 27.40 Nov: 45.2 Stock: 1394.89
Production: 0.06 Imports: 5.10 Nov: 37.2 Stock: 1742.19
Production: 0.06 Imports: 5.10 Nov: 51.7 Stock: 201.56
Production: 22.46 Imports: 17.29 Nov: 1,080 Stock: 1415.37
Production: 22.68 Imports: 17.09 Nov: 1,920 Stock: 326.83
Production: 0.00 Imports: 27.10 Nov: 120 Stock: 494.88
Production: 0.00 Imports: 27.10 Nov: 3,120 Stock: 644.73
Production: 102.19 Imports: 0.02 Nov: 955 Stock: 47.13
Production: 102.19 Imports: 0.02 Nov: 61 Stock: 482.17
Production: 11.50 Imports: 0.06 Nov: 140 Stock: 162.56
Production: 11.50 Imports: 0.06 Nov: 1,156 Stock: 499.34
Production: 1,361.22 Imports: 187.74 Nov: 950 Stock: 661.90
Production: 1,095.50 Imports: 171.31 Nov: 2,106 Stock: 44.15
Production: 384.39 Imports: 2.93 Nov: 1,014 Stock: 488.61
Production: 976.83 Imports: 184.81 Nov: 4.60 Stock: 173.29
Production: 252.15 Imports: 3.69 Nov: 100.7 Stock: 497.77
Production: 39.32 Imports: 0.01 Nov: 89.5 Stock: 669.62
Production: 12.19 Imports: 0.00 Nov: 4.03 Stock: 45.88
Production: 85.06 Imports: 1.46 Nov: 57.8 Stock: 494.54
Production: 26.24 Imports: 1.77 Nov: 360.6 Stock: 175.09
Production: 41.72 Imports: 0.13 Nov: 3.1 Stock: 497.76
Production: 34.07 Imports: 0.05 Nov: 421.4 Stock: 671.05
Production: 245.11 Imports: 133.71 Nov: 139.7 Stock: 45.78
Production: 152.12 Imports: 19.40 Nov: 179.5 Stock: 494.01
Production: 0.19 Imports: 17.58 Nov: 319.1 Stock: 177.04
Production: 33.19 Imports: 16.36 Nov: 49.9 Stock: 2,180.98
Production: 29.07 Imports: 39.13 Nov: 369.0 Stock: 2,875.67
Production: 0.26 Imports: 11.99 Nov: 52.4 Stock: 320.25
Production: 30.00 Imports: 14.54 Nov: 5.3 Stock: 2,242.47
Production: 0.20 Imports: 10.19 Nov: 4.7 Stock: 727.78
Production: 265.72 Imports: 16.43 Nov: 75.9 Stock: 2,191.07
Production: 1,396.68 Imports: 199.73 Nov: 64 Stock: 2,911.62
Production: 1,394.89 Imports: 201.43 Nov: 358 Stock: 345.01
Production: 1,134.21 Imports: 185.33 Nov: 0 Stock: 2,285.10
Production: 1,132.41 Imports: 187.03 Nov: 421 Stock: 709.92
Production: 363.65 Imports: 3.43 Nov: 160 Stock: 2,236.65
Production: 360.82 Imports: 3.39 Nov: 100 Stock: 2,940.82
Production: 1,033.03 Imports: 196.30 Nov: 260 Stock: 346.78
Production: 1,034.06 Imports: 198.05 Nov: 110 Stock: 2,306.25
Production: 302.69 Imports: 3.03 Nov: 370 Stock: 714.34
Production: 302.48 Imports: 3.05 Nov: 51 Stock: 2,239.15
Production: 57.73 Imports: 0.01 Nov: 3.40 Stock: 2,941.47
Production: 57.63 Imports: 0.01 Nov: 277.90 Stock: 349.26
Production: 11.50 Imports: 0.00 Nov: 765.55 Stock: 2,309.22
Production: 11.00 Imports: 0.00 Nov: 176.53 Stock: 711.00
Production: 104.23 Imports: 1.70 Nov: 148.47 Stock: 714.93
Production: 104.35 Imports: 1.70 Nov: 755.17 Stock: 941.22
Production: 28.56 Imports: 1.03 Nov: 180.68 Stock: 157.81
Production: 28.56 Imports: 1.03 Nov: 288.28 Stock: 713.06
Production: 39.88 Imports: 0.09 Nov: 138.13 Stock: 252.82
Production: 40.38 Imports: 0.09 Nov: 633.55 Stock: 679.98
Production: 46.20 Imports: 0.03 Nov: 173.33 Stock: 929.12
Production: 46.04 Imports: 0.03 Nov: 127.47 Stock: 147.41
Production: 256.34 Imports: 144.88 Nov: 627.17 Stock: 706.09
Production: 253.80 Imports: 146.05 Nov: 179.38 Stock: 248.51
Production: 158.75 Imports: 22.01 Nov: 142.61 Stock: 711.84
Production: 158.55 Imports: 22.01 Nov: 29.39 Stock: 956.87
Production: 0.18 Imports: 17.37 Nov: 52.26 Stock: 153.82
Production: 0.18 Imports: 17.77 Nov: 3.27 Stock: 723.32
Production: 33.10 Imports: 18.01 Nov: 3.81 Stock: 259.40
Production: 30.60 Imports: 18.16 Nov: 31.46 Stock: 713.29
Production: 32.81 Imports: 42.92 Nov: 25.86 Stock: 958.54
Production: 32.96 Imports: 42.24 Nov: 27.59 Stock: 154.82
Production: 0.25 Imports: 12.51 Nov: 248.51 Stock: 723.71
Production: 0.27 Imports: 12.51 Nov: 713.29 Stock: 260.68
Production: 30.96 Imports: 17.26 Nov: 173.27 Stock: 976.83
Production: 30.96 Imports: 18.26 Nov: 144.66 Stock: 1,297.72
Production: 0.20 Imports: 10.61 Nov: 723.71 Stock: 118.08
Production: 0.20 Imports: 10.91 Nov: 154.82 Stock: 1,051.55
Production: 262.48 Imports: 14.40 Nov: 260.68 Stock: 313.33
Production: 262.48 Imports: 14.40 Nov: 32.21 Stock: 1,018.87
Production: 1,080.02 Imports: 149.96 Nov: 326.20 Stock: 1,329.57
Production: 820.94 Imports: 146.50 Nov: 6.66 Stock: 156.41
Production: 371.10 Imports: 0.92 Nov: 85.85 Stock: 1,094.98
Production: 708.92 Imports: 149.05 Nov: 200.45 Stock: 289.54
Production: 164.42 Imports: 1.18 Nov: 131.00 Stock: 1,033.03
Production: 32.00 Imports: 0.01 Nov: 33.62 Stock: 1,322.68
Production: 82.00 Imports: 0.92 Nov: 1.93 Stock: 150.10
Production: 13.20 Imports: 0.05 Nov: 20.00 Stock: 1,092.55
Production: 13.10 Imports: 0.17 Nov: 0.01 Stock: 281.03
Production: 24.12 Imports: 0.04 Nov: 0.05 Stock: 1,034.06
Production: 126.08 Imports: 88.35 Nov: 6.05 Stock: 1,320.21
Production: 6.40 Imports: 9.46 Nov: 14.00 Stock: 151.67
Production: 62.02 Imports: 18.47 Nov: 1.89 Stock: 1,095.67
Production: 0.00 Imports: 15.67 Nov: 4.96 Stock: 274.43
Production: 27.57 Imports: 16.13 Nov: 17.20 Stock: 489.23
Production: 29.95 Imports: 14.20 Nov: 0.15 Stock: 636.73
Production: 0.07 Imports: 10.02 Nov: 5.00 Stock: 44.37
Production: Imports: Nov: 8.50 Stock: 477.87
Production: 14.10 Imports: 1.70 Nov: 9.00 Stock: 161.63
Production: 259.07 Imports: 3.46 Nov: 4.81 Stock: 492.22
Production: 1,104.01 Imports: 166.09 Nov: 5.92 Stock: 652.93
Production: 1,102.16 Imports: 167.44 Nov: 33.00 Stock: 41.18
Production: 850.01 Imports: 159.09 Nov: 0.45 Stock: 484.03
Production: 848.16 Imports: 160.44 Nov: 4.50 Stock: 171.87
Production: 350.01 Imports: 1.27 Nov: 9.50 Stock: 491.78
Production: 347.01 Imports: 1.27 Nov: 24.50 Stock: 661.27
Production: 754.00 Imports: 164.82 Nov: 5.37 Stock: 42.86
Production: 755.16 Imports: 166.17 Nov: 10.00 Stock: 490.38
Production: 214.50 Imports: 1.17 Nov: 153.00 Stock: 173.91
Production: 214.50 Imports: 1.17 Nov: 5.50 Stock: 491.79
Production: 50.00 Imports: 0.01 Nov: 56.00 Stock: 662.72
Production: 50.00 Imports: 0.01 Nov: 127.50 Stock: 42.76
Production: 101.00 Imports: 1.00 Nov: 29.00 Stock: 489.85
Production: 101.00 Imports: 1.00 Nov: 12.00 Stock: 175.89
Production: 13.50 Imports: 0.04 Nov: 7.82 Stock: 580.77
Production: 14.00 Imports: 0.04 Nov: 74.00 Stock: 690.45
Production: 14.00 Imports: 0.10 Nov: 0.48 Stock: 176.30
Production: 14.00 Imports: 0.10 Nov: 17.00 Stock: 484.13
Production: 36.00 Imports: 0.02 Nov: 39.50 Stock: 116.52
Production: 35.50 Imports: 0.02 Nov: 34.50 Stock: 596.69
Production: 129.27 Imports: 95.80 Nov: 8.29 Stock: 713.20
Production: 127.03 Imports: 97.20 Nov: 1.59 Stock: 171.18
Production: 6.40 Imports: 10.20 Nov: 29.00 Stock: 489.90
Production: 6.40 Imports: 9.90 Nov: 0.08 Stock: 127.77
Production: 64.80 Imports: 21.00 Nov: 3.30 Stock: 574.85
Production: 64.56 Imports: 21.00 Nov: 9.40 Stock: 703.02
Production: 0.00 Imports: 15.60 Nov: 20.00 Stock: 172.38
Production: 0.00 Imports: 16.00 Nov: 1.26 Stock: 498.21
Production: 27.00 Imports: 17.50 Nov: 182.10 Stock: 109.75
Production: 25.00 Imports: 17.50 Nov: 203.29 Stock: 571.30
Production: 30.91 Imports: 16.90 Nov: 115.49 Stock: 699.06
Production: 30.91 Imports: 17.90 Nov: 39.66 Stock: 172.55
Production: 0.08 Imports: 10.50 Nov: 299.72 Stock: 494.66
Production: 0.08 Imports: 10.80 Nov: 13.05 Stock: 109.99
Production: 14.00 Imports: 1.00 Nov: 188.11 Stock: 331.71
Production: 14.00 Imports: 1.00 Nov: 0.94 Stock: 349.08
Production: 254.00 Imports: 7.00 Nov: 1.10 Stock: 89.12
Production: 254.00 Imports: 7.00 Nov: 6.00 Stock: 328.60
Production: 494.88 Imports: 46.70 Nov: 0.30 Stock: 16.56
Production: 346.01 Imports: 41.20 Nov: 7.20 Stock: 333.79
Production: 5.66 Imports: 0.87 Nov: 0.00 Stock: 350.34
Production: 489.23 Imports: 45.83 Nov: 0.84 Stock: 93.42
Production: 181.69 Imports: 0.76 Nov: 1.06 Stock: 331.69
Production: 13.20 Imports: 0.01 Nov: 5.30 Stock: 14.88
Production: 112.76 Imports: 0.00 Nov: 7.70 Stock: 340.32
Production: 7.50 Imports: 0.00 Nov: 0.50 Stock: 355.04
Production: 20.58 Imports: 0.25 Nov: 12.20 Stock: 94.21
Production: 27.66 Imports: 0.50 Nov: 0.60 Stock: 338.20
Production: 241.09 Imports: 21.35 Nov: 1.26 Stock: 14.27
Production: 148.87 Imports: 5.50 Nov: 139.77 Stock: 337.76
Production: 2.01 Imports: 2.01 Nov: 132.00 Stock: 352.64
Production: 37.00 Imports: 2.35 Nov: 3.20 Stock: 93.64
Production: 4.73 Imports: 2.00 Nov: 21.00 Stock: 336.39
Production: 12.24 Imports: 1.30 Nov: 128.00 Stock: 13.79
Production: 2.22 Imports: 3.62 Nov: 1.30 Stock: 198.67
Production: Imports: Nov: 145.67 Stock: 219.33
Production: 8.20 Imports: 0.56 Nov: 0.97 Stock: 79.87
Production: 1.64 Imports: 1.66 Nov: 0.95 Stock: 192.25
Production: 4.30 Imports: 0.09 Nov: 5.90 Stock: 22.22
Production: 7.79 Imports: 0.69 Nov: 0.70 Stock: 203.24
Production: 0.18 Imports: 0.81 Nov: 6.50 Stock: 225.46
Production: 3.97 Imports: 0.40 Nov: 0.28 Stock: 86.19
Production: 497.77 Imports: 43.85 Nov: 1.04 Stock: 200.14
Production: 497.76 Imports: 43.35 Nov: 15.46 Stock: 21.09
Production: 351.77 Imports: 40.75 Nov: 18.87 Stock: 207.50
Production: 351.76 Imports: 40.85 Nov: 27.40 Stock: 228.78
Production: 5.99 Imports: 0.94 Nov: 2.25 Stock: 88.61
Production: 5.97 Imports: 0.94 Nov: 46.75 Stock: 205.21
Production: 491.78 Imports: 42.91 Nov: 0.89 Stock: 19.66
Production: 491.79 Imports: 42.41 Nov: 14.09 Stock: 206.47
Production: 183.60 Imports: 0.66 Nov: 0.20 Stock: 227.55
Production: 184.60 Imports: 0.66 Nov: 0.06 Stock: 88.69
Production: 13.30 Imports: 0.01 Nov: 5.10 Stock: 204.54
Production: 13.30 Imports: 0.01 Nov: 0.05 Stock: 19.09
Production: 114.00 Imports: 0.00 Nov: 4.76 Stock: 46.1
Production: 115.00 Imports: 0.00 Nov: 0.40 Stock: 47.8
Production: 7.50 Imports: 0.00 Nov: 0.20 Stock: 45.2
Production: 7.50 Imports: 0.00 Nov: 11.77 Stock: 45.2
Production: 20.50 Imports: 0.25 Nov: 22.68 Stock: 37.6
Production: 20.50 Imports: 0.25 Nov: 17.09 Stock: 39.6
Production: 28.30 Imports: 0.40 Nov: 3.92 Stock: 38.1
Production: 28.30 Imports: 0.40 Nov: 39.04 Stock: 37.2
Production: 241.70 Imports: 16.03 Nov: 0.72 Stock: 46.4
Production: 240.60 Imports: 15.43 Nov: 11.78 Stock: 47.6
Production: 146.00 Imports: 3.10 Nov: 4.92 Stock: 51.6
Production: 146.00 Imports: 2.50 Nov: 0.00 Stock: 51.7
Production: 2.01 Imports: 2.05 Nov: 27.10 Stock: 1,181
Production: 2.01 Imports: 2.05 Nov: 8.04 Stock: 1,099
Production: 37.40 Imports: 0.60 Nov: 25.82 Stock: 1,080
Production: 36.50 Imports: 1.40 Nov: 1.07 Stock: 1,080
Production: 4.90 Imports: 2.20 Nov: 5.14 Stock: 1,741
Production: 4.90 Imports: 1.80 Nov: 16.99 Stock: 1,885
Production: 12.20 Imports: 2.70 Nov: 102.19 Stock: 1,962
Production: 12.00 Imports: 2.50 Nov: 0.02 Stock: 1,920
Production: 2.29 Imports: 3.68 Nov: 6.00 Stock: 158
Production: 2.29 Imports: 3.68 Nov: 98.00 Stock: 135
Production: 7.14 Imports: 1.10 Nov: 0.50 Stock: 120
Production: 7.14 Imports: 1.10 Nov: 20.70 Stock: 120
Production: 1.55 Imports: 1.90 Nov: 1.68 Stock: 3,080
Production: 1.55 Imports: 2.00 Nov: 11.50 Stock: 3,119
Production: 4.30 Imports: 0.30 Nov: 0.06 Stock: 3,161
Production: 4.30 Imports: 0.30 Nov: 1.80 Stock: 3,120
Production: 7.80 Imports: 0.69 Nov: 6.60 Stock: 964
Production: 7.80 Imports: 0.69 Nov: 5.20 Stock: 955
Production: 0.20 Imports: 0.79 Nov: 1.44 Stock: 960
Production: 0.20 Imports: 0.79 Nov: 347.30 Stock: 955
Production: 3.88 Imports: 0.41 Nov: 1,394.89 Stock: 63
Production: 3.88 Imports: 0.41 Nov: 201.43 Stock: 59