将数据从dict移动到Pandas DataFrame中

时间:2016-12-22 18:37:04

标签: python pandas dictionary dataframe

我已就这个主题做了很多研究,我知道有些帖子讨论了从Dictionary到DataFrame的数据传输,但没有一个能解决我的困境。

基本上,我已经从HTML表中解析数据并将其存储在字典中。现在我需要将它移动到DataFrame中,以便我可以将它全部导出到Oracle表中。坏的部分是我的字典只有一个Key,所有的数据都是值......所以当我用这个数据创建一个DataFrame时,它会产生1列和75行。

如果可能,我需要知道如何将特定数据放入特定列。 Python或Pandas是否知道整数和字符之间的区别以及将它们放入哪些列?因为此代码必须适用于许多不同的已解析数据表。

Here's the data table I originally parsed我只获取最新日期的数据,因此所有数据都对应于5/20。

以下是解析后的数据,作为字典:

{'row_of_data': ['ID', 'Available Quota', 'Live Weight Pounds', 'Price', 'Date Posted', '1724', 'GOM COD', 'GOM HADD', 'GOM BB', 'GREYSOLE', 'DABS', 'GOM YT', '2328', '445', '3007', '850', '3101', '1995', 'Package', '$9,000', '5/20', '1578', 'GBE COD', 'GBW COD', 'GB BB', 'GB YT', 'SNE BB', 'SNE YT', 'GOM BB', 'Whake', 'POLL', 'RED', '538', '5894', '1755', '243', '490', '153', '3965', '2727', '9227', '15060', '$1.00', '$0.40', '$0.20', '$1.00', '$0.45', '$0.50', '$0.15', '$0.20', '$0.01', '$0.01', '5/20', '310', 'GBE COD', 'GBW COD', 'DABS', 'WHAKE', 'POLL', 'RED', 'SNE BB', 'GOM BB', '825', '9033', '1241', '3120', '65234', '76610', '1688', '1195', '2121', '7285', 'Package', '$15,000', '5/20']}

最后,我尝试将数据放入DataFrame中:

                     0
0                   ID
1      Available Quota
2   Live Weight Pounds
3                Price
4          Date Posted
5                 1724
6              GOM COD
7             GOM HADD
8               GOM BB
9             GREYSOLE
10                DABS
11              GOM YT
12                2328
13                 445
14                3007
15                 850
16                3101
17                1995
18             Package
19              $9,000
20                5/20
21                1578
22             GBE COD
23             GBW COD
24               GB BB
25               GB YT
26              SNE BB
27              SNE YT
28              GOM BB
29               Whake
..                 ...
45               $1.00
46               $0.45
47               $0.50
48               $0.15
49               $0.20
50               $0.01
51               $0.01
52                5/20
53                 310
54             GBE COD
55             GBW COD
56                DABS
57               WHAKE
58                POLL
59                 RED
60              SNE BB
61              GOM BB
62                 825
63                9033
64                1241
65                3120
66               65234
67               76610
68                1688
69                1195
70                2121
71                7285
72             Package
73             $15,000
74                5/20

[75 rows x 1 columns]
<class 'pandas.core.frame.DataFrame'>

我理想情况下打印输出是干净的DataFrame,类似于原始数据表。

以下是我的相关代码:

for s in var2:
    if s == str1:
        var4 = {'row_of_data' : [] }
        for idx, val in enumerate(s):
            var4['row_of_data'].extend(rows[idx].stripped_strings)

fish = np.array(values)
print(fish)

fishdf = pd.DataFrame(fish)
print(fishdf)

这是HTML代码:

<html>
<head><meta http-equiv="Content-Type" content="text/html; charset=UTF-8" />
<title>FW: NEFS 2 Available Quota 5/21</title>
<link rel="important stylesheet" href="">
<style>div.headerdisplayname {font-weight:bold;}</style></head>
<body>
<table border=0 cellspacing=0 cellpadding=0 width="100%" class="header-part1"><tr><td><b>Subject: </b>FW: NEFS 2 Available Quota 5/21</td></tr><tr><td><b>From: </b>Claire Fitz-Gerald <claire@capecodfishermen.org></td></tr><tr><td><b>Date: </b>5/21/2014 10:08 AM</td></tr></table><br>
<html xmlns:v="urn:schemas-microsoft-com:vml" xmlns:o="urn:schemas-microsoft-com:office:office" xmlns:w="urn:schemas-microsoft-com:office:word" xmlns:m="http://schemas.microsoft.com/office/2004/12/omml" xmlns="http://www.w3.org/TR/REC-html40"><head><META HTTP-EQUIV="Content-Type" CONTENT="text/html; "><meta name=Generator content="Microsoft Word 12 (filtered medium)"><!--[if !mso]><style>v\:* {behavior:url(#default#VML);}
o\:* {behavior:url(#default#VML);}
w\:* {behavior:url(#default#VML);}
.shape {behavior:url(#default#VML);}
</style><![endif]--><style><!--
/* Font Definitions */
@font-face
    {font-family:"Cambria Math";
    panose-1:2 4 5 3 5 4 6 3 2 4;}
@font-face
    {font-family:Calibri;
    panose-1:2 15 5 2 2 2 4 3 2 4;}
@font-face
    {font-family:Tahoma;
    panose-1:2 11 6 4 3 5 4 4 2 4;}
@font-face
    {font-family:"Franklin Gothic Book";
    panose-1:2 11 5 3 2 1 2 2 2 4;}
@font-face
    {font-family:"Franklin Gothic Demi";
    panose-1:2 11 7 3 2 1 2 2 2 4;}
/* Style Definitions */
p.MsoNormal, li.MsoNormal, div.MsoNormal
    {margin:0in;
    margin-bottom:.0001pt;
    font-size:11.0pt;
    font-family:"Calibri","sans-serif";}
a:link, span.MsoHyperlink
    {mso-style-priority:99;
    color:blue;
    text-decoration:underline;}
a:visited, span.MsoHyperlinkFollowed
    {mso-style-priority:99;
    color:purple;
    text-decoration:underline;}
span.EmailStyle17
    {mso-style-type:personal;
    font-family:"Calibri","sans-serif";
    color:windowtext;}
span.title1
    {mso-style-name:title1;
    font-family:"Arial","sans-serif";
    color:#1F487E;
    font-weight:normal;}
span.EmailStyle19
    {mso-style-type:personal-reply;
    font-family:"Calibri","sans-serif";
    color:#1F497D;}
.MsoChpDefault
    {mso-style-type:export-only;
    font-size:10.0pt;}
@page WordSection1
    {size:8.5in 11.0in;
    margin:1.0in 1.0in 1.0in 1.0in;}
div.WordSection1
    {page:WordSection1;}
--></style><!--[if gte mso 9]><xml>
<o:shapedefaults v:ext="edit" spidmax="1026" />
</xml><![endif]--><!--[if gte mso 9]><xml>
<o:shapelayout v:ext="edit">
<o:idmap v:ext="edit" data="1" />
</o:shapelayout></xml><![endif]--></head><body lang=EN-US link=blue vlink=purple><div class=WordSection1><p class=MsoNormal><span style='color:#1F497D'>Please see the below quota listings.<o:p></o:p></span></p><p class=MsoNormal><span style='color:#1F497D'><o:p>&nbsp;</o:p></span></p><p class=MsoNormal><span style='color:#1F497D'>Thanks,<o:p></o:p></span></p><p class=MsoNormal><span style='color:#1F497D'><o:p>&nbsp;</o:p></span></p><div><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Franklin Gothic Book","sans-serif";color:#1F497D'>Claire Fitz-Gerald<o:p></o:p></span></p><p class=MsoNormal><i><span style='font-size:10.0pt;font-family:"Franklin Gothic Book","sans-serif";color:#1F497D'><o:p>&nbsp;</o:p></span></i></p><p class=MsoNormal><b><span style='font-family:"Franklin Gothic Demi","sans-serif";color:#002776'>Cape Cod Commercial Fishermen's Alliance<o:p></o:p></span></b></p><p class=MsoNormal><b><span style='font-family:"Franklin Gothic Book","sans-serif";color:#DE3500'>~ Small Boats.&nbsp; Big Ideas. ~</span></b><b><span style='color:#DE3500'><o:p></o:p></span></b></p></div><p class=MsoNormal><span style='color:#1F497D'><o:p>&nbsp;</o:p></span></p><div><div style='border:none;border-top:solid #B5C4DF 1.0pt;padding:3.0pt 0in 0in 0in'><p class=MsoNormal><b><span style='font-size:10.0pt;font-family:"Tahoma","sans-serif"'>From:</span></b><span style='font-size:10.0pt;font-family:"Tahoma","sans-serif"'> David Leveille [mailto:nefs02@gmail.com] <br><b>Sent:</b> Wednesday, May 21, 2014 8:50 AM<br><b>To:</b> David Leveille<br><b>Subject:</b> NEFS 2 Available Quota 5/21<o:p></o:p></span></p></div></div><p class=MsoNormal><o:p>&nbsp;</o:p></p><p class=MsoNormal><span style='font-size:12.0pt;font-family:"Arial","sans-serif";color:#1F487E'>AVAILABLE QUOTA FY 2014</span><span style='font-size:12.0pt;font-family:"Times New Roman","serif"'><o:p></o:p></span></p><table class=MsoNormalTable border=0 cellspacing=0 cellpadding=0 width="71%" style='width:71.28%'><tr><td width=220 style='width:164.95pt;border:none;border-bottom:solid windowtext 1.0pt;background:#8BCDFF;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><b><span style='font-size:9.0pt;font-family:"Arial","sans-serif";color:black'>ID <o:p></o:p></span></b></p></td><td width=161 style='width:120.75pt;border:none;border-bottom:solid windowtext 1.0pt;background:#8BCDFF;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='mso-line-height-alt:15.0pt'><b><span style='font-size:18.0pt;font-family:"Arial","sans-serif";color:black'>Available Quota <o:p></o:p></span></b></p></td><td width=189 style='width:141.75pt;border:none;border-bottom:solid windowtext 1.0pt;background:#8BCDFF;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='mso-line-height-alt:15.0pt'><b><span style='font-size:18.0pt;font-family:"Arial","sans-serif";color:black'>Live Weight Pounds <o:p></o:p></span></b></p></td><td width=126 style='width:94.55pt;border:none;border-bottom:solid windowtext 1.0pt;background:#8BCDFF;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='mso-line-height-alt:15.0pt'><b><span style='font-size:18.0pt;font-family:"Arial","sans-serif";color:black'>Price <o:p></o:p></span></b></p></td><td width=168 style='width:125.95pt;border:none;border-bottom:solid windowtext 1.0pt;background:#8BCDFF;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='mso-line-height-alt:15.0pt'><b><span style='font-size:18.0pt;font-family:"Arial","sans-serif";color:black'>Date Posted <o:p></o:p></span></b></p></td></tr><tr><td width=220 style='width:164.95pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>1724<o:p></o:p></span></p></td><td width=161 style='width:120.75pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>GOM COD<br>GOM HADD<br>GOM BB<br>GREYSOLE<br>DABS<br>GOM YT<o:p></o:p></span></p></td><td width=189 style='width:141.75pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>2328<br>445<br>3007<br>850<br>3101<br>1995<o:p></o:p></span></p></td><td width=126 style='width:94.55pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>Package<o:p></o:p></span></p><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'><o:p>&nbsp;</o:p></span></p><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>$9,000<o:p></o:p></span></p></td><td width=168 style='width:125.95pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>5/20<o:p></o:p></span></p></td></tr><tr><td width=220 style='width:164.95pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>1578<o:p></o:p></span></p></td><td width=161 style='width:120.75pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>GBE COD<br>GBW COD<br>GB BB<br>GB YT<br>SNE BB<br>SNE YT<br>GOM BB<br>Whake<br>POLL<br>RED<o:p></o:p></span></p></td><td width=189 style='width:141.75pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>538<br>5894<br>1755<br>243<br>490<br>153<br>3965<br>2727<br>9227<br>15060<o:p></o:p></span></p></td><td width=126 style='width:94.55pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>$1.00<br>$0.40<br>$0.20<br>$1.00<br>$0.45<br>$0.50<br>$0.15<br>$0.20<br>$0.01<br>$0.01<o:p></o:p></span></p></td><td width=168 style='width:125.95pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>5/20<o:p></o:p></span></p></td></tr><tr><td width=220 style='width:164.95pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>310<o:p></o:p></span></p></td><td width=161 style='width:120.75pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>GBE COD<br>GBW COD<br>DABS<br>WHAKE<br>POLL<br>RED<br>SNE BB<br>GOM BB<o:p></o:p></span></p></td><td width=189 style='width:141.75pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>825<br>9033<br>1241<br>3120<br>65234<br>76610<br>1688<br>1195<br>2121<br>7285<o:p></o:p></span></p></td><td width=126 style='width:94.55pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>Package<o:p></o:p></span></p><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'><o:p>&nbsp;</o:p></span></p><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>$15,000<o:p></o:p></span></p></td><td width=168 style='width:125.95pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>5/20<o:p></o:p></span></p></td></tr><tr style='height:23.25pt'><td width=220 style='width:164.95pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt;height:23.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>347<o:p></o:p></span></p></td><td width=161 style='width:120.75pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt;height:23.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>SNE BB<o:p></o:p></span></p></td><td width=189 style='width:141.75pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt;height:23.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>8,000<o:p></o:p></span></p></td><td width=126 style='width:94.55pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt;height:23.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>$0.50<o:p></o:p></span></p></td><td width=168 style='width:125.95pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt;height:23.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>5/7<o:p></o:p></span></p></td></tr><tr><td width=220 style='width:164.95pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>1878A<o:p></o:p></span></p></td><td width=161 style='width:120.75pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>GOM COD<br>GOM HADD<br>SNE BB<br>GOM BB<br>GB BB<br>GREYSOLE<br>GOM YT<br>SNE YT<br>POLL<o:p></o:p></span></p></td><td width=189 style='width:141.75pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>6188<br>635<br>3916<br>7873<br>6762<br>3358<br>9776<br>271<br>186550<o:p></o:p></span></p></td><td width=126 style='width:94.55pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>$1.95<br>$1.35<br>$0.50<br>$0.50<br>$0.20<br>$1.40<br>$1.20<br>$0.50<br>$0.01<o:p></o:p></span></p></td><td width=168 style='width:125.95pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>5/12<o:p></o:p></span></p></td></tr><tr><td width=220 style='width:164.95pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>1878B<o:p></o:p></span></p></td><td width=161 style='width:120.75pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>GBE COD<br>GBW COD<br>GB YT<o:p></o:p></span></p></td><td width=189 style='width:141.75pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>1113<br>12186<br>850<o:p></o:p></span></p></td><td width=126 style='width:94.55pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>Package<br>$10,000<o:p></o:p></span></p></td><td width=168 style='width:125.95pt;border:solid windowtext 1.0pt;background:white;padding:2.25pt 2.25pt 2.25pt 2.25pt'><p class=MsoNormal style='line-height:15.0pt'><span style='font-size:13.5pt;font-family:"Arial","sans-serif";color:black'>5/12<o:p></o:p></span></p></td></tr></table><p class=MsoNormal><o:p>&nbsp;</o:p></p><p class=MsoNormal><o:p>&nbsp;</o:p></p><p class=MsoNormal>David Leveille<o:p></o:p></p><p class=MsoNormal>II Northeast Fishery Sector Inc.<o:p></o:p></p><p class=MsoNormal>10 Witham Street<o:p></o:p></p><p class=MsoNormal>Gloucester, MA. 01930<o:p></o:p></p><p class=MsoNormal>Cell 978 375 3509<o:p></o:p></p><p class=MsoNormal>Fax 978 281 1555<o:p></o:p></p><p class=MsoNormal>Web <a href="http://nefs2.com/">http://nefs2.com/</a><o:p></o:p></p><p class=MsoNormal><o:p>&nbsp;</o:p></p><div class=MsoNormal align=center style='text-align:center'><span style='font-size:12.0pt;font-family:"Times New Roman","serif"'></body></html>
</body>
</html>

正在使用的新代码:

from bs4 import BeautifulSoup
import os
import re
import numpy as np
import pandas as pd
import cx_Oracle
import lxml
import html5lib

path = 'C:\\EVERYTHING FROM Z DRIVE\\blub'

def readhtml(path):
    df = pd.pandas.read_html(io =path)
    print(df)

if __name__ == "__main__":
    readhtml('path')

1 个答案:

答案 0 :(得分:0)

def readhtml(path):
    df=pd.pandas.read_html(io =path)
    print df


if __name__=="__main__":
    readhtml('C:\Users\xxx\samples.html')

以下是用于测试的html示例

此程序创建的输出

[      0    1    2    3
0    ID   H1   H2   H3
1     1   X1   Y1   Y2
2   NaN   X2   Y1   Y2
3   NaN   X3   Y1   Y2
4   NaN   X4   Y1   Y2
5     2   X5   Y1   Y2
6   NaN   X6   Y1   Y2
7   NaN   X7   Y1   Y2
8   NaN   X8   Y1   Y2
9   NaN   X9   Y1   Y2
10  NaN  X10   Y1   Y2
11    2  X11   Y1   Y2
12  NaN  NaN  NaN  NaN]

&#13;
&#13;
<html xmlns:o="urn:schemas-microsoft-com:office:office"
xmlns:x="urn:schemas-microsoft-com:office:excel"
xmlns="http://www.w3.org/TR/REC-html40">

<head>
<meta http-equiv=Content-Type content="text/html; charset=windows-1252">
<meta name=ProgId content=Excel.Sheet>
<meta name=Generator content="Microsoft Excel 14">
<link rel=File-List href="samples_files/filelist.xml">
<style id="sample_14456_Styles">
<!--table
	{mso-displayed-decimal-separator:"\.";
	mso-displayed-thousand-separator:"\,";}
.xl1514456
	{padding-top:1px;
	padding-right:1px;
	padding-left:1px;
	mso-ignore:padding;
	color:black;
	font-size:11.0pt;
	font-weight:400;
	font-style:normal;
	text-decoration:none;
	font-family:Calibri, sans-serif;
	mso-font-charset:0;
	mso-number-format:General;
	text-align:general;
	vertical-align:bottom;
	mso-background-source:auto;
	mso-pattern:auto;
	white-space:nowrap;}
.xl6514456
	{padding-top:1px;
	padding-right:1px;
	padding-left:1px;
	mso-ignore:padding;
	color:#3E4349;
	font-size:9.0pt;
	font-weight:700;
	font-style:normal;
	text-decoration:none;
	font-family:Arial, sans-serif;
	mso-font-charset:0;
	mso-number-format:General;
	text-align:general;
	vertical-align:bottom;
	mso-background-source:auto;
	mso-pattern:auto;
	white-space:nowrap;}
-->
</style>
</head>

<body>
<!--[if !excel]>&nbsp;&nbsp;<![endif]-->
<!--The following information was generated by Microsoft Excel's Publish as Web
Page wizard.-->
<!--If the same item is republished from Excel, all information between the DIV
tags will be replaced.-->
<!----------------------------->
<!--START OF OUTPUT FROM EXCEL PUBLISH AS WEB PAGE WIZARD -->
<!----------------------------->

<div id="sample_14456" align=center x:publishsource="Excel">

<table border=0 cellpadding=0 cellspacing=0 width=256 style='border-collapse:
 collapse;table-layout:fixed;width:192pt'>
 <col width=64 span=4 style='width:48pt'>
 <tr height=19 style='height:14.4pt'>
  <td height=19 class=xl6514456 width=64 style='height:14.4pt;width:48pt'>ID</td>
  <td class=xl1514456 width=64 style='width:48pt'>H1</td>
  <td class=xl1514456 width=64 style='width:48pt'>H2</td>
  <td class=xl1514456 width=64 style='width:48pt'>H3</td>
 </tr>
 <tr height=19 style='height:14.4pt'>
  <td height=19 class=xl1514456 align=right style='height:14.4pt'>1</td>
  <td class=xl1514456>X1</td>
  <td class=xl1514456>Y1</td>
  <td class=xl1514456>Y2</td>
 </tr>
 <tr height=19 style='height:14.4pt'>
  <td height=19 class=xl1514456 style='height:14.4pt'></td>
  <td class=xl1514456>X2</td>
  <td class=xl1514456>Y1</td>
  <td class=xl1514456>Y2</td>
 </tr>
 <tr height=19 style='height:14.4pt'>
  <td height=19 class=xl1514456 style='height:14.4pt'></td>
  <td class=xl1514456>X3</td>
  <td class=xl1514456>Y1</td>
  <td class=xl1514456>Y2</td>
 </tr>
 <tr height=19 style='height:14.4pt'>
  <td height=19 class=xl1514456 style='height:14.4pt'></td>
  <td class=xl1514456>X4</td>
  <td class=xl1514456>Y1</td>
  <td class=xl1514456>Y2</td>
 </tr>
 <tr height=19 style='height:14.4pt'>
  <td height=19 class=xl1514456 align=right style='height:14.4pt'>2</td>
  <td class=xl1514456>X5</td>
  <td class=xl1514456>Y1</td>
  <td class=xl1514456>Y2</td>
 </tr>
 <tr height=19 style='height:14.4pt'>
  <td height=19 class=xl1514456 style='height:14.4pt'></td>
  <td class=xl1514456>X6</td>
  <td class=xl1514456>Y1</td>
  <td class=xl1514456>Y2</td>
 </tr>
 <tr height=19 style='height:14.4pt'>
  <td height=19 class=xl1514456 style='height:14.4pt'></td>
  <td class=xl1514456>X7</td>
  <td class=xl1514456>Y1</td>
  <td class=xl1514456>Y2</td>
 </tr>
 <tr height=19 style='height:14.4pt'>
  <td height=19 class=xl1514456 style='height:14.4pt'></td>
  <td class=xl1514456>X8</td>
  <td class=xl1514456>Y1</td>
  <td class=xl1514456>Y2</td>
 </tr>
 <tr height=19 style='height:14.4pt'>
  <td height=19 class=xl1514456 style='height:14.4pt'></td>
  <td class=xl1514456>X9</td>
  <td class=xl1514456>Y1</td>
  <td class=xl1514456>Y2</td>
 </tr>
 <tr height=19 style='height:14.4pt'>
  <td height=19 class=xl1514456 style='height:14.4pt'></td>
  <td class=xl1514456>X10</td>
  <td class=xl1514456>Y1</td>
  <td class=xl1514456>Y2</td>
 </tr>
 <tr height=19 style='height:14.4pt'>
  <td height=19 class=xl1514456 align=right style='height:14.4pt'>2</td>
  <td class=xl1514456>X11</td>
  <td class=xl1514456>Y1</td>
  <td class=xl1514456>Y2</td>
 </tr>
 <![if supportMisalignedColumns]>
 <tr height=0 style='display:none'>
  <td width=64 style='width:48pt'></td>
  <td width=64 style='width:48pt'></td>
  <td width=64 style='width:48pt'></td>
  <td width=64 style='width:48pt'></td>
 </tr>
 <![endif]>
</table>

</div>


<!----------------------------->
<!--END OF OUTPUT FROM EXCEL PUBLISH AS WEB PAGE WIZARD-->
<!----------------------------->
</body>

</html>
&#13;
&#13;
&#13;