Mercurial > repos > pmac > reformatplateslineartotabular

--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/reformatPlatesLinearToTabular.pl	Wed Jun 01 03:55:27 2016 -0400
@@ -0,0 +1,99 @@
+###############################################################################
+# This script converts plate data from linear to tabular format.
+#
+# Args:
+# input file:
+# a text file containing a set of linear data in either 384/96 well format,
+#
+# Returns:
+# For each input file, a tabular version of the data is returned
+# in the same format typically generated from synergy or cellomics software.
+#
+# Author: jason ellul
+###############################################################################
+
+use strict;
+use warnings;
+use IO::Handle;
+use File::Temp qw/ tempfile tempdir /;
+my $tdir = tempdir( CLEANUP => 0 );
+
+# check to make sure having correct input and output files
+my $usage = "usage: reformatPlatesTabularToLinear.pl [TABULAR.in] [TABULAR.out] \n";
+die $usage unless @ARGV == 2;
+
+#get the input arguments
+my $linearPlateTable = $ARGV[0];
+my $tabularPlateTable =  $ARGV[1];
+
+#open the input files
+open (INPUT, "<", $linearPlateTable) || die("Could not open file $linearPlateTable \n");
+open (OUTPUT1, ">", $tabularPlateTable) || die("Could not open file $tabularPlateTable \n");
+
+#variable to store the name of the R script file
+my $r_script;
+
+# R script to implement the calcualtion of q-values based on multiple simultaneous tests p-values
+# construct an R script file and save it in a temp directory
+chdir $tdir;
+$r_script = "reformatPlatesLinearToTabular.r";
+
+open(Rcmd,">", $r_script) or die "Cannot open $r_script \n\n";
+print Rcmd "
+	#options(show.error.messages = FALSE);
+
+	#read the plates table
+	#tables <- read.table(\"$linearPlateTable\", sep=\"\\t\", head=T, comment=\"\");
+	tablesTMP <- scan(\"$linearPlateTable\", sep=\"\\n\", what=\"character\", quiet = TRUE);
+	tmp <- strsplit(tablesTMP[1], \"\t\")[[1]];
+	tables <- matrix(\"\", nrow=length(tablesTMP)-1, ncol=length(tmp))
+	colnames(tables) <- tmp;
+	for(i in 2:length(tablesTMP)) {
+		tmp <- strsplit(tablesTMP[i], \"\t\")[[1]];
+		if(length(tmp) > ncol(tables)) stop(paste(\"Error: Row\", i, \"has more columns than the header\"));
+		tables[i-1, 1:length(tmp)] <- tmp;
+	}
+	tables <- as.data.frame(tables, stringsAsFactors=F);
+
+	if(ncol(tables) < 2) {
+		stop(\"The first column of the table must contain the well ID from A01 to either H12 or P24 depending on the number of wells.\")
+	}
+
+	# check if the plate is in 96 or 384 well format
+	if(nrow(tables) == 96) {
+		nc <- 12;
+		nr <- 8;
+	} else if(nrow(tables) == 384) {
+		nc <- 24;
+		nr <- 16;
+	} else {
+		stop(\"Table is not for a 96 or 384 well plate. Please ensure you either have 96 or 384 rows plus a header.\")
+	}
+
+	# for each table
+	for(i in 2:ncol(tables)) {
+		# write the name of the table
+		write(paste(colnames(tables)[i], sep=\"\"), file=\"$tabularPlateTable\", append=T);
+		write(\"\", file=\"$tabularPlateTable\", append=T);
+		# the column header
+		write(paste(\"\\t\", paste(1:nc, collapse=\"\\t\"), sep=\"\"), file=\"$tabularPlateTable\", append=T);
+		# replace any NAs with blank
+		if(any(is.na(tables[,i]))) tables[which(is.na(tables[,i])),i] <- \"\";
+		# for each row print the values
+		curr <- 0;
+		for(j in LETTERS[1:nr]) {
+			write(paste(j, \"\\t\", paste(tables[(curr+1):(curr+nc), i], collapse=\"\\t\"), sep=\"\"), file=\"$tabularPlateTable\", append=T);
+			curr <- curr + nc;
+		}
+		# if we are at the last table do not add an extra line
+		if(i != ncol(tables)) write(\"\", file=\"$tabularPlateTable\", append=T);
+	}
+	#eof\n";
+
+close Rcmd;
+
+system("R --no-restore --no-save --no-readline < $r_script > $r_script.out");
+
+#close the input and output files
+close(OUTPUT1);
+close(INPUT);
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/reformatPlatesLinearToTabular.xml	Wed Jun 01 03:55:27 2016 -0400
@@ -0,0 +1,45 @@
+<tool id="reformatPlatesLinearToTabular" name="Reformat Plates Linear To Tabular" version="1.0.0">
+
+  <command interpreter="perl">
+  	reformatPlatesLinearToTabular.pl $inputFile1 $outputFile1
+  </command>
+
+  <inputs>
+  	<param format="tabular" name="inputFile1" type="data" label="Select the linear plates file"/>
+  </inputs>
+
+  <outputs>
+    <data format="tabular" name="outputFile1"/>
+  </outputs>
+
+  <tests>
+    <test>
+      <param name="inputFile1" value="150615-HR-12015-01A.linear" />
+      <output name="outputFile1" file="150615-HR-12015-01A.tabular" />
+    </test>
+  </tests>
+
+  <help>
+
+.. class:: infomark
+
+**What it does**
+
+This program converts a plates table from a linear format to a tabular format.
+
+
+**Example**
+
+If the plates table consisted of::
+
+	#Well	Table_1	Table_2
	A01	1654	6
	A02	1719	8
	A03	1624	19
	A04	1518	6
	A05	1587	12
	A06	1517	8
	A07	1638	9
	A08	1733	7
	A09	1617	6
	A10	1722	8
	A11	1665	7
	A12	1536	9
	A13	1636	13
	A14	1691	8
	A15	1773	8
	A16	1554	12
	A17	1651	13
	A18	1670	7
	A19	1748	7
	A20	1541	7
	A21	1549	9
	A22	1550	8
	A23	1615	6
	A24	NA	NA
	B01	1553	5
	B02	1588	8
	B03	1557	6
	B04	1786	7
	B05	1635	6
	B06	1679	6
	B07	1533	6
	B08	1720	7
	B09	1562	6
	B10	1577	6
	B11	1713	6
	B12	1526	6
	B13	1559	7
	B14	1706	7
	B15	1690	6
	B16	1707	6
	B17	1651	6
	B18	1687	7
	B19	1584	6
	B20	1638	6
	B21	1722	6
	B22	1562	6
	B23	1696	9
	B24	NA	NA
	C01	1579	6
	C02	1568	14
	C03	1684	8
	C04	1501	12
	C05	1546	22
	C06	1718	9
	C07	1569	11
	C08	1532	8
	C09	1530	11
	C10	1572	12
	C11	1517	12
	C12	1573	8
	C13	1518	21
	C14	1585	16
	C15	1595	17
	C16	1505	9
	C17	1593	10
	C18	1735	7
	C19	1548	8
	C20	1534	10
	C21	1512	6
	C22	1577	17
	C23	1519	19
	C24	NA	NA
	D01	1551	7
	D02	502	25
	D03	1764	6
	D04	1827	7
	D05	1587	6
	D06	1655	6
	D07	1625	7
	D08	1549	6
	D09	1798	7
	D10	1689	6
	D11	1588	7
	D12	1630	7
	D13	1620	7
	D14	1595	6
	D15	1711	6
	D16	1504	6
	D17	1511	6
	D18	1645	6
	D19	1608	6
	D20	1745	7
	D21	1525	5
	D22	1646	7
	D23	674	25
	D24	NA	NA
	E01	1809	7
	E02	1624	8
	E03	1791	6
	E04	1556	17
	E05	1530	7
	E06	1604	10
	E07	1610	14
	E08	1620	11
	E09	1506	7
	E10	1609	15
	E11	1620	7
	E12	1531	19
	E13	1534	8
	E14	1723	7
	E15	1600	15
	E16	1480	25
	E17	1714	7
	E18	1574	9
	E19	1658	8
	E20	1634	7
	E21	1632	10
	E22	1671	8
	E23	1639	8
	E24	NA	NA
	F01	1804	6
	F02	1815	6
	F03	1644	7
	F04	1618	6
	F05	1686	6
	F06	1523	8
	F07	1501	6
	F08	1587	7
	F09	1502	6
	F10	1742	6
	F11	1621	6
	F12	1638	8
	F13	1640	7
	F14	1588	6
	F15	1542	6
	F16	1720	6
	F17	1503	7
	F18	1788	6
	F19	1571	6
	F20	1547	5
	F21	1653	8
	F22	1752	6
	F23	1687	7
	F24	NA	NA
	G01	1540	6
	G02	1567	22
	G03	1587	7
	G04	1564	18
	G05	1671	9
	G06	1552	18
	G07	1555	7
	G08	1571	11
	G09	1693	7
	G10	1692	7
	G11	1617	11
	G12	1590	7
	G13	1589	16
	G14	1546	8
	G15	1648	8
	G16	1583	10
	G17	1538	17
	G18	1560	9
	G19	1553	6
	G20	1598	9
	G21	1561	16
	G22	1523	11
	G23	1599	13
	G24	NA	NA
	H01	1700	6
	H02	513	25
	H03	1615	6
	H04	1656	6
	H05	1796	6
	H06	1547	6
	H07	1563	7
	H08	1598	6
	H09	1555	6
	H10	1621	6
	H11	1644	7
	H12	1760	7
	H13	1525	6
	H14	1541	7
	H15	1635	6
	H16	1527	6
	H17	1651	6
	H18	1643	7
	H19	1593	5
	H20	1551	8
	H21	1507	6
	H22	1504	5
	H23	522	25
	H24	NA	NA
	I01	1604	7
	I02	1591	9
	I03	1626	11
	I04	1585	11
	I05	1522	17
	I06	1546	9
	I07	1520	6
	I08	1582	9
	I09	1664	9
	I10	1589	10
	I11	1508	10
	I12	1505	23
	I13	1577	7
	I14	1657	12
	I15	1560	7
	I16	1561	12
	I17	1597	14
	I18	1505	13
	I19	1646	9
	I20	1579	15
	I21	1602	13
	I22	1621	12
	I23	1583	6
	I24	NA	NA
	J01	1520	6
	J02	1577	17
	J03	1692	8
	J04	1510	5
	J05	1691	7
	J06	1747	7
	J07	1744	7
	J08	1724	8
	J09	1666	6
	J10	1645	6
	J11	1637	6
	J12	1706	7
	J13	1672	6
	J14	1522	7
	J15	1535	5
	J16	1528	6
	J17	1569	6
	J18	1592	8
	J19	1812	7
	J20	1806	7
	J21	1525	6
	J22	1675	7
	J23	1540	22
	J24	NA	NA
	K01	1626	6
	K02	1513	6
	K03	1624	7
	K04	1530	7
	K05	1650	11
	K06	1610	11
	K07	1644	11
	K08	1522	11
	K09	1544	14
	K10	1532	7
	K11	1229	25
	K12	1520	11
	K13	1540	9
	K14	1630	10
	K15	1668	8
	K16	1519	17
	K17	1657	8
	K18	1509	21
	K19	1543	7
	K20	1513	12
	K21	1564	7
	K22	1660	10
	K23	1632	6
	K24	NA	NA
	L01	1676	7
	L02	507	25
	L03	1682	6
	L04	1595	7
	L05	1557	6
	L06	1593	7
	L07	1734	6
	L08	1519	6
	L09	1550	6
	L10	1528	6
	L11	1781	7
	L12	1500	6
	L13	1573	6
	L14	1524	6
	L15	1735	7
	L16	1523	5
	L17	1503	6
	L18	1621	6
	L19	1559	6
	L20	1795	6
	L21	1667	6
	L22	1560	8
	L23	420	25
	L24	NA	NA
	M01	1625	6
	M02	1548	19
	M03	1538	25
	M04	1731	7
	M05	1607	14
	M06	1637	7
	M07	1544	9
	M08	1703	9
	M09	1617	6
	M10	1635	8
	M11	1528	16
	M12	1532	6
	M13	1583	7
	M14	1555	8
	M15	1551	9
	M16	1580	15
	M17	1655	6
	M18	1662	7
	M19	1591	8
	M20	1758	8
	M21	1623	8
	M22	1597	6
	M23	1561	18
	M24	NA	NA
	N01	1660	6
	N02	592	25
	N03	1595	7
	N04	1527	5
	N05	1745	6
	N06	1543	6
	N07	1529	5
	N08	1691	6
	N09	1705	7
	N10	1612	6
	N11	1769	7
	N12	1624	6
	N13	1673	7
	N14	1683	7
	N15	1637	6
	N16	1786	7
	N17	1593	6
	N18	1636	6
	N19	1614	6
	N20	1650	6
	N21	1553	6
	N22	1671	6
	N23	628	25
	N24	NA	NA
	O01	1692	6
	O02	1701	8
	O03	1611	10
	O04	1370	25
	O05	1537	10
	O06	1538	14
	O07	1582	8
	O08	1515	11
	O09	1587	6
	O10	1582	6
	O11	1660	10
	O12	1544	10
	O13	1544	8
	O14	1603	9
	O15	1592	12
	O16	1518	11
	O17	1606	6
	O18	1565	10
	O19	1617	6
	O20	1543	18
	O21	1649	7
	O22	1710	8
	O23	1788	7
	O24	NA	NA
	P01	1818	7
	P02	1611	5
	P03	1736	7
	P04	1642	6
	P05	1557	5
	P06	1606	6
	P07	1558	6
	P08	1627	6
	P09	1579	6
	P10	1733	6
	P11	1520	6
	P12	1558	7
	P13	1804	7
	P14	1630	6
	P15	1576	6
	P16	1740	7
	P17	1578	6
	P18	1544	6
	P19	1692	6
	P20	1560	6
	P21	1552	6
	P22	1790	7
	P23	1537	6
	P24	NA	NA
+
+Running the program will give the following output::
+
+
+	Table_1
+																
		1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24
	A	1654	1719	1624	1518	1587	1517	1638	1733	1617	1722	1665	1536	1636	1691	1773	1554	1651	1670	1748	1541	1549	1550	1615	
	B	1553	1588	1557	1786	1635	1679	1533	1720	1562	1577	1713	1526	1559	1706	1690	1707	1651	1687	1584	1638	1722	1562	1696	
	C	1579	1568	1684	1501	1546	1718	1569	1532	1530	1572	1517	1573	1518	1585	1595	1505	1593	1735	1548	1534	1512	1577	1519	
	D	1551	502	1764	1827	1587	1655	1625	1549	1798	1689	1588	1630	1620	1595	1711	1504	1511	1645	1608	1745	1525	1646	674	
	E	1809	1624	1791	1556	1530	1604	1610	1620	1506	1609	1620	1531	1534	1723	1600	1480	1714	1574	1658	1634	1632	1671	1639	
	F	1804	1815	1644	1618	1686	1523	1501	1587	1502	1742	1621	1638	1640	1588	1542	1720	1503	1788	1571	1547	1653	1752	1687	
	G	1540	1567	1587	1564	1671	1552	1555	1571	1693	1692	1617	1590	1589	1546	1648	1583	1538	1560	1553	1598	1561	1523	1599	
	H	1700	513	1615	1656	1796	1547	1563	1598	1555	1621	1644	1760	1525	1541	1635	1527	1651	1643	1593	1551	1507	1504	522	
	I	1604	1591	1626	1585	1522	1546	1520	1582	1664	1589	1508	1505	1577	1657	1560	1561	1597	1505	1646	1579	1602	1621	1583	
	J	1520	1577	1692	1510	1691	1747	1744	1724	1666	1645	1637	1706	1672	1522	1535	1528	1569	1592	1812	1806	1525	1675	1540	
	K	1626	1513	1624	1530	1650	1610	1644	1522	1544	1532	1229	1520	1540	1630	1668	1519	1657	1509	1543	1513	1564	1660	1632	
	L	1676	507	1682	1595	1557	1593	1734	1519	1550	1528	1781	1500	1573	1524	1735	1523	1503	1621	1559	1795	1667	1560	420	
	M	1625	1548	1538	1731	1607	1637	1544	1703	1617	1635	1528	1532	1583	1555	1551	1580	1655	1662	1591	1758	1623	1597	1561	
	N	1660	592	1595	1527	1745	1543	1529	1691	1705	1612	1769	1624	1673	1683	1637	1786	1593	1636	1614	1650	1553	1671	628	
	O	1692	1701	1611	1370	1537	1538	1582	1515	1587	1582	1660	1544	1544	1603	1592	1518	1606	1565	1617	1543	1649	1710	1788	
	P	1818	1611	1736	1642	1557	1606	1558	1627	1579	1733	1520	1558	1804	1630	1576	1740	1578	1544	1692	1560	1552	1790	1537	

	Table_2																								

		1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24
	A	6	8	19	6	12	8	9	7	6	8	7	9	13	8	8	12	13	7	7	7	9	8	6	
	B	5	8	6	7	6	6	6	7	6	6	6	6	7	7	6	6	6	7	6	6	6	6	9	
	C	6	14	8	12	22	9	11	8	11	12	12	8	21	16	17	9	10	7	8	10	6	17	19	
	D	7	25	6	7	6	6	7	6	7	6	7	7	7	6	6	6	6	6	6	7	5	7	25	
	E	7	8	6	17	7	10	14	11	7	15	7	19	8	7	15	25	7	9	8	7	10	8	8	
	F	6	6	7	6	6	8	6	7	6	6	6	8	7	6	6	6	7	6	6	5	8	6	7	
	G	6	22	7	18	9	18	7	11	7	7	11	7	16	8	8	10	17	9	6	9	16	11	13	
	H	6	25	6	6	6	6	7	6	6	6	7	7	6	7	6	6	6	7	5	8	6	5	25	
	I	7	9	11	11	17	9	6	9	9	10	10	23	7	12	7	12	14	13	9	15	13	12	6	
	J	6	17	8	5	7	7	7	8	6	6	6	7	6	7	5	6	6	8	7	7	6	7	22	
	K	6	6	7	7	11	11	11	11	14	7	25	11	9	10	8	17	8	21	7	12	7	10	6	
	L	7	25	6	7	6	7	6	6	6	6	7	6	6	6	7	5	6	6	6	6	6	8	25	
	M	6	19	25	7	14	7	9	9	6	8	16	6	7	8	9	15	6	7	8	8	8	6	18	
	N	6	25	7	5	6	6	5	6	7	6	7	6	7	7	6	7	6	6	6	6	6	6	25	
	O	6	8	10	25	10	14	8	11	6	6	10	10	8	9	12	11	6	10	6	18	7	8	7	
	P	7	5	7	6	5	6	6	6	6	6	6	7	7	6	6	7	6	6	6	6	6	7	6
+
+  </help>
+
+</tool>
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/150615-HR-12015-01A.linear	Wed Jun 01 03:55:27 2016 -0400
@@ -0,0 +1,385 @@
+#Well	Table_1	Table_2	Table_3	Table_4	Table_5	Table_6
+A01	2215	8.88	55.62	2.57	2.91	78.76
+A02	2811	8.61	57.35	1.07	2.03	63.32
+A03	2226	10.96	70.4	0.54	2.41	79.41
+A04	2528	9.35	61.59	1.66	2.14	74.9
+A05	1827	11.87	73.78	0.66	2.27	79.31
+A06	2337	8.69	58.49	1.07	1.87	62.34
+A07	2233	9.7	63.41	1.07	2.32	77.48
+A08	2462	8.48	57.39	1.06	2.07	67.32
+A09	2790	9.5	62.83	1.65	2.52	80.57
+A10	2792	9.19	60.67	1.9	2.38	73.6
+A11	2547	9.51	61.76	1.33	2.8	84.6
+A12	2629	9.47	60.94	2.09	2.42	72.34
+A13	1655	11.8	71.24	0.85	2.3	71.88
+A14	2647	8.27	52.13	2.15	2.37	72.76
+A15	2300	11.5	72.17	0.57	2.68	86.26
+A16	2030	11.71	71.63	0.74	2.66	89.03
+A17	2124	9.78	63.89	1.13	2.45	81.13
+A18	2461	9.14	59.65	1.83	2.3	77.14
+A19	2273	8.68	57.85	0.97	2.32	69.57
+A20	2281	10.62	70.58	0.7	1.98	65.3
+A21	2412	10.49	69.86	0.46	2.07	70.27
+A22	1331	10.72	69.65	0.68	1.97	61.54
+A23	2245	9.88	66.24	0.4	2.17	66.33
+A24	2037	8.13	53.26	1.42	2.06	70.05
+B01	2184	10.31	65.29	0.87	2.33	72.4
+B02	2104	9.33	57.94	3.09	2.44	79.26
+B03	1639	11.13	69.68	0.55	2.03	67.42
+B04	2467	9.84	64.33	0.77	2.03	67.95
+B05	1818	11.75	75.25	0.66	1.97	68.96
+B06	1769	9.08	57.32	2.43	2.29	69.18
+B07	1654	12.22	75.7	0.6	2.14	75.29
+B08	2199	10.04	68.58	0.73	2.43	73.55
+B09	2043	8.74	59.03	1.22	1.96	57.65
+B10	1329	11.6	73.06	0.68	2.04	58.75
+B11	2533	7.31	47.06	3.83	3.01	95.3
+B12	2712	9.31	61.98	2.06	2.49	75.2
+B13	1824	10.83	68.42	1.54	2.45	80.09
+B14	2718	7.68	49.74	4.01	2.54	81.37
+B15	2443	10.4	68.81	1.02	2.64	91.33
+B16	2061	11.82	77.1	0.39	2.53	87.74
+B17	2088	10.83	70.69	0.62	2.22	74.12
+B18	2730	10.36	70.4	0.81	2.39	78.69
+B19	2279	8.09	54.28	1.14	1.98	61.28
+B20	2371	12.37	78.28	0.25	2.23	78.36
+B21	2114	10.49	71.85	0.85	2.32	73.66
+B22	2355	9.84	66.71	0.72	2.04	64.63
+B23	1154	11.75	72.1	0.35	2.35	65.16
+B24	1646	7.49	50.12	1.82	2.11	64.74
+C01	2356	9.67	64.43	1.02	2.07	61.55
+C02	2680	10.27	67.57	0.82	2.03	60.64
+C03	2305	8.51	55.88	1.56	1.87	56.38
+C04	2510	9.55	63.55	1	2.02	58.22
+C05	2650	10.23	67.96	0.3	1.95	59.48
+C06	2918	9.76	64.98	0.69	2.21	65.35
+C07	2618	8.28	55.39	1.26	2.42	68.98
+C08	2654	9.56	65.3	1.09	2.52	75.17
+C09	2828	8.44	57.39	1.34	2.21	63.59
+C10	2877	9.48	64.75	1.32	2.59	77.38
+C11	2441	9.78	65.38	1.47	2.38	73.63
+C12	2870	7.1	47.04	3.69	2.87	88.54
+C13	3202	9.02	59.93	1.72	2.43	78.2
+C14	2619	8.63	57.43	2.1	2.93	95.11
+C15	2716	8.82	58.73	1.18	2.46	78.45
+C16	2413	10.72	71.07	0.33	2.62	84.52
+C17	2893	8.18	56.14	1.52	2.8	83.32
+C18	2669	9.82	66.62	0.67	2.26	70.88
+C19	2272	10.81	71.79	0.79	2.1	68.8
+C20	2161	9.42	63.4	1.2	2.79	79.7
+C21	2677	8.75	59.62	0.78	2.04	62.52
+C22	2406	9.91	65	0.71	2.08	68.61
+C23	2494	7.54	49.44	2.33	2.25	63.14
+C24	1760	7.85	51.99	1.82	2.15	66.92
+D01	2206	7.2	45.01	2.77	1.41	36.44
+D02	1033	10.08	62.25	1.84	2.61	77.42
+D03	1744	7.58	49.14	3.04	2.4	70.59
+D04	2579	8.78	59.83	1.2	2.12	62.68
+D05	1921	9.41	64.08	0.94	2.29	70.86
+D06	2352	9.68	63.95	2.3	2.6	79.33
+D07	1844	8.86	59.06	2.11	2.76	85.21
+D08	2831	8.45	56.55	1.77	2.62	78
+D09	1803	9.59	63.67	1.22	2.81	84.73
+D10	2531	9.03	59.9	1.78	2.64	75.75
+D11	1942	7.37	48.51	3.24	3.1	95.33
+D12	2653	9.72	66.34	1.43	2.77	84.49
+D13	2624	6.77	43.52	4.54	3.06	101.35
+D14	2777	6.68	43.03	5.47	3.36	106.95
+D15	2523	8.53	58.7	1.43	3.13	101.22
+D16	2532	9.9	66.11	0.87	2.96	89.01
+D17	2243	9.92	66.79	0.76	3.15	105.74
+D18	2653	11.31	76.1	0.45	2.67	85.7
+D19	1806	11.24	73.26	0.44	2.77	90.06
+D20	2502	11.17	74.5	0.48	2.58	76.4
+D21	2355	9.81	67.22	0.85	2.69	88.68
+D22	2036	11.95	77.65	0.29	2.54	82.78
+D23	4	19.75	100	0	1.5	74.25
+D24	2056	7.06	45.82	1.9	2.27	76.56
+E01	1953	7.89	52.02	2.36	2.09	64.14
+E02	58	10.38	67.24	6.9	2.34	81.33
+E03	1429	11	70.89	0.91	2.09	65.5
+E04	2419	9.41	61.06	1.2	2.4	69.87
+E05	2326	9.41	62.64	1.25	2.36	69.72
+E06	2281	9.32	61.03	2.59	2.88	89.16
+E07	2524	7.92	52.61	2.73	2.63	78
+E08	2444	9.17	62.19	1.51	2.8	84.21
+E09	2402	9.13	60.95	1.5	2.6	78.8
+E10	2470	9.23	60.89	1.94	2.64	78.64
+E11	2387	9.57	63.3	1.59	2.58	80.7
+E12	2812	9.54	64.76	1.21	2.61	83.54
+E13	2121	9.11	60.68	2.22	2.37	70.04
+E14	2467	8.67	58.25	1.34	2.65	87.2
+E15	1932	6.3	39.23	5.64	2.89	91.38
+E16	2207	9.54	63.57	1.54	2.63	86.13
+E17	866	11.03	69.98	0.81	2.23	71.41
+E18	1665	8.31	55.56	2.34	3.14	93.34
+E19	1668	11.19	72.96	0.66	2.3	73.16
+E20	1942	10.59	70.19	0.46	2.46	76.69
+E21	2717	10.46	69.82	0.44	2.22	72.24
+E22	1995	9.92	67.27	1.45	2.73	86.76
+E23	2686	8.98	60.65	1.19	2.33	71.8
+E24	1711	8.25	53.71	1.81	2.43	78.22
+F01	2647	8.61	56.89	1.44	2.05	56.86
+F02	1866	10.14	66.4	0.91	1.86	55.02
+F03	2327	7.3	46.41	4.08	2.04	60.29
+F04	1831	6.3	39.16	6.66	2.25	67.66
+F05	2081	8.89	57.33	2.4	2.34	70.01
+F06	2360	9.29	62.12	2.54	2.41	77.11
+F07	2465	8.21	54.36	2.92	2.59	77.73
+F08	2561	7.36	49	2.89	2.31	66.52
+F09	2242	9.81	66.77	1.43	2.47	72.7
+F10	2595	6.08	37.5	6.2	2.39	68.73
+F11	2601	8.19	54.48	3.65	2.77	96.56
+F12	2075	9.72	63.04	1.59	2.47	72.8
+F13	2452	9.25	62.11	1.51	2.66	82.33
+F14	2506	8.22	53.79	2.04	2.54	77.56
+F15	2228	8.19	53.82	2.65	2.91	103.54
+F16	2869	7.83	52.49	1.92	2.58	76.14
+F17	1322	8.78	60.14	1.97	2.52	72.6
+F18	2712	7.56	50	3.39	2.68	81.09
+F19	2623	9	60.62	1.03	2.41	73.71
+F20	2320	9.37	62.5	1.51	2.43	70.9
+F21	2528	9.04	59.53	1.15	2.2	65.33
+F22	1797	6.44	39.96	4.67	2.38	70.58
+F23	1933	10.26	67.36	0.93	2.5	71.62
+F24	1759	8.4	56.17	1.99	1.92	67.93
+G01	2715	10.83	72.08	0.59	1.98	58.65
+G02	2567	11.22	71.76	0.51	1.95	59.34
+G03	2346	8.73	57.37	1.49	2.13	61.93
+G04	2536	7.29	46.77	4.89	2.24	65.72
+G05	2157	8.33	54.38	2.23	2.35	65.99
+G06	2549	6.64	41.66	5.1	2.59	78.36
+G07	2368	9.22	61.15	1.35	2.41	73.63
+G08	2798	9.61	63.44	1.18	2.46	72.8
+G09	2595	8.97	59.73	1.93	2.4	68.47
+G10	3309	6.57	42.16	3.84	2.34	62.92
+G11	2701	7.84	53.05	2.3	2.46	68.96
+G12	2916	7.37	49.04	3.19	2.61	72.96
+G13	2664	9.26	63.48	1.73	2.88	88.03
+G14	2998	7.58	51.17	2.94	2.6	75.25
+G15	2257	9.19	63.14	1.2	2.49	71.58
+G16	2850	10.29	70.53	1.09	2.33	71.99
+G17	2559	7.88	52.25	2.34	2.67	83.35
+G18	2684	8.49	55.48	2.72	2.69	83.61
+G19	2852	7.68	50.25	3.54	2.78	87.58
+G20	2779	7.11	45.88	3.17	2.58	73.2
+G21	2448	9.83	67.28	0.69	2.52	77.41
+G22	2741	7.4	48.23	3.1	2.42	68.04
+G23	2945	10.08	70.12	0.75	2.52	78.27
+G24	1740	6.25	38.91	3.33	2.19	65.21
+H01	2214	12.71	78.73	0.36	2.1	68.06
+H02	11	19.73	90.91	0	2.18	67.36
+H03	1344	10.4	65.77	1.86	2.36	69.92
+H04	1937	7.72	49.3	3.1	2.42	70.48
+H05	2130	9.08	60.19	1.41	2.39	67.18
+H06	2637	8.69	56.16	1.71	2.34	68.97
+H07	2278	10.21	67.08	1.14	2.85	85.95
+H08	2020	10.78	72.62	1.09	2.56	74.15
+H09	1780	10.32	67.25	1.91	3.05	82.88
+H10	2262	7.84	52.43	2.25	3.01	78.92
+H11	2130	12.63	80.47	0.47	3.17	96.52
+H12	2404	9.57	63.89	1.87	3.07	87.48
+H13	1872	10.9	70.78	1.23	3.15	91.34
+H14	2598	9.23	63.01	1.31	2.65	76.86
+H15	2164	10.57	72.87	1.06	2.74	78.64
+H16	2475	9.77	66.87	0.73	2.86	90.95
+H17	1783	11.15	72.74	0.67	2.97	88.69
+H18	2114	9.08	60.83	1.32	2.87	84.31
+H19	2621	7.59	49.83	3.13	2.69	81.29
+H20	2623	7.95	53.49	2.06	2.34	68.36
+H21	1954	10.2	66.27	1.64	2.5	78.56
+H22	2356	9.53	62.82	1.57	3.31	99.15
+H23	8	26	100	0	3.25	139
+H24	1421	7.88	47.64	4.93	1.98	78.52
+I01	2071	12.39	78.17	0.43	2.11	61.97
+I02	1366	12.04	75.62	0.88	2.36	65.33
+I03	1769	9.91	63.2	1.19	2.13	56.36
+I04	2389	10.75	70.24	0.63	2.28	65.29
+I05	1983	8	51.49	2.57	2.69	74.38
+I06	2209	9.97	64.46	1.45	2.9	80.24
+I07	2524	9.56	62.08	1.78	3.01	88.14
+I08	1961	11.84	75.68	0.66	3.23	88.78
+I09	1925	11.12	71.27	0.88	2.82	78.49
+I10	2364	10.85	69.42	0.89	3.17	89.68
+I11	1809	12.46	77.34	0.44	2.66	76.47
+I12	2387	10.95	70.38	0.88	3.15	87.18
+I13	2530	12.5	78.42	0.87	3.04	94.74
+I14	2086	12.23	75.6	0.91	3.47	101.93
+I15	2587	10.9	72.59	0.7	2.84	85.07
+I16	2480	12.24	78.15	0.44	3.45	108.16
+I17	1770	12.3	78.25	0.73	3.12	95.09
+I18	1964	8.3	55.09	2.9	3.32	96.99
+I19	1969	10.6	69.78	1.12	3.11	95.42
+I20	2330	8.19	53.22	2.1	3.43	100.06
+I21	1922	8.76	58.27	1.82	3.08	90.8
+I22	2062	11.61	75.12	0.58	3.06	95.76
+I23	2446	9.95	66.39	1.19	2.99	83.27
+I24	1457	9.09	57.79	2.2	3.49	102.71
+J01	1967	13.45	80.22	0.31	2.06	62
+J02	1954	11.02	71.65	1.23	2.08	57.26
+J03	1402	10.14	67.05	0.86	1.75	48.25
+J04	1316	10.69	70.82	0.68	2.08	59.11
+J05	1784	7	45.8	4.37	2.09	58.3
+J06	2557	7.78	52.33	2.66	2.73	77.66
+J07	1753	10.05	66.29	1.43	2.44	71.51
+J08	1844	11.57	75.43	0.98	2.59	73.92
+J09	1670	9.2	61.44	0.78	2.5	65.14
+J10	2427	9.55	64.19	1.03	2.68	75.03
+J11	2011	11.93	77.03	0.2	2.55	73.74
+J12	1973	11.51	74.71	0.91	2.92	82.11
+J13	2276	11.43	74.74	0.66	3	89.39
+J14	2088	11.24	74.47	0.67	2.94	87.12
+J15	2476	10.48	69.35	0.65	2.77	79.58
+J16	2395	10.95	71.9	0.92	3.22	94.31
+J17	2127	11.9	75.6	0.52	2.8	87.35
+J18	2341	9.92	66.21	0.94	3.11	93.03
+J19	1800	13.06	81.61	0.61	2.54	82.49
+J20	2368	8.52	56.88	1.56	2.67	79.25
+J21	2387	7.99	50.98	2.51	2.99	88.09
+J22	2309	10.5	70.12	0.52	2.64	80.93
+J23	822	8.44	55.6	2.68	3.41	88.31
+J24	1434	11.4	69.67	0.49	2.56	75.84
+K01	2652	8.11	53.96	1.58	1.72	47.85
+K02	209	14.67	84.69	0.96	1.77	51.87
+K03	2838	6.24	38.51	4.33	1.85	52.13
+K04	3001	9.71	65.98	1.03	1.95	56.69
+K05	2873	7.73	52.52	2.89	1.97	54.93
+K06	2327	7.32	47.53	3.52	2.19	61.63
+K07	2870	7.96	54.01	2.37	2.14	62.09
+K08	2914	7.98	53.98	2.16	2.34	64.88
+K09	3239	8.13	55.26	1.82	2.2	59.7
+K10	2663	9.31	62.04	1.05	2.27	60.76
+K11	3009	7.53	49.52	1.5	2.28	62.38
+K12	2521	9.74	65.01	1.19	2.64	71.55
+K13	2470	8.63	58.14	1.74	2.43	68.82
+K14	2648	11.19	73.3	0.6	2.69	79.57
+K15	2692	8.76	58.77	1.63	2.18	64.46
+K16	2915	10.94	72.45	0.51	2.83	83.73
+K17	2653	9.45	64.87	1.39	2.41	73.68
+K18	2661	8.63	57.31	2.37	3.24	86.86
+K19	2647	7.55	49.34	2.34	2.74	82.51
+K20	2221	10.27	69.29	1.44	3.22	93.3
+K21	1987	9.5	63.56	1.56	2.41	70.16
+K22	2557	9.32	60.62	2.11	3.64	108.95
+K23	2367	9.79	65.82	1.31	2.82	81.75
+K24	1498	9.08	58.88	1.94	2.74	86.15
+L01	2370	10.08	67.26	0.97	1.89	53.56
+L02	2240	10.54	68.53	1.12	1.89	56.19
+L03	1355	10.4	68.34	1.11	1.71	48.94
+L04	2608	10.09	67.75	1	2.14	61.59
+L05	2088	8.34	54.21	3.21	2.08	58.54
+L06	2332	9.22	61.62	1.97	2.29	66.29
+L07	1528	9.21	59.95	1.7	2.06	58.84
+L08	2352	9.47	63.95	1.66	2.14	60.65
+L09	2595	9.2	62.62	0.66	2.1	56.05
+L10	2135	8.54	55.64	1.73	2.23	57.12
+L11	2537	8.28	55.54	1.3	2.41	65.07
+L12	2348	11.87	76.11	0.38	2.63	78.84
+L13	2197	9.55	63.63	1.14	2.37	67.98
+L14	2411	10.23	68.56	0.91	2.61	76.71
+L15	2815	8.27	54.03	2.1	2.26	64.29
+L16	2498	8.88	58.93	1.44	2.24	64.05
+L17	2493	9.81	67.19	0.96	2.22	67.86
+L18	2709	8.11	53.78	2.03	2.2	60.62
+L19	2416	8.75	59.89	1.28	2.54	75.84
+L20	2081	10.65	69.1	0.62	2.25	72.08
+L21	2376	10.08	68.9	0.67	2.33	72.37
+L22	1528	7.56	48.3	3.99	2.6	77.79
+L23	2344	12.22	77.05	0.34	2.26	68.61
+L24	1646	9.04	58.81	1.7	1.8	55.4
+M01	2012	9.29	60.04	1.79	2.3	65.75
+M02	1813	11.41	72.31	0.77	2.2	66.88
+M03	1962	9.57	60.14	2.14	2.43	73.04
+M04	1816	11.38	72.91	0.88	2.07	66.33
+M05	2155	8.49	55.96	3.62	2.4	76.36
+M06	1993	11.24	75.01	0.85	1.94	63.19
+M07	2175	10.08	64.69	1.52	2.39	70.2
+M08	2309	10.12	67.43	1.17	2.16	65.42
+M09	2005	8.1	53.27	2.49	2.33	64.79
+M10	2786	9.29	62.1	1.4	2.45	66.01
+M11	2191	10.62	70.61	0.46	2.43	69.75
+M12	2571	10.68	70.48	0.51	2.23	66.84
+M13	2492	10.03	65.85	0.88	2.33	70.78
+M14	2326	10.11	66.38	0.86	2.51	73.36
+M15	2134	9.57	63.96	1.73	2.41	70.35
+M16	2637	9.38	63.56	1.63	2.36	68.77
+M17	2058	9.33	60.74	1.65	2.36	68.1
+M18	2428	9.96	65.98	0.66	2.42	72.35
+M19	1955	10.45	67.88	0.82	1.96	58.52
+M20	2349	8.09	53.34	2.68	2.76	83.89
+M21	2413	9.06	60.92	1.41	2.12	66.1
+M22	2398	10.66	71.18	0.75	2.4	73.38
+M23	2369	9.28	60.57	1.1	2.22	65.44
+M24	1753	7.99	52.48	2	2.31	73.49
+N01	2349	9.7	62.96	1.23	2	54.24
+N02	1100	9.78	65.64	1.91	2.11	59.64
+N03	1959	11.19	70.7	1.07	2.13	63.27
+N04	2547	9.07	60.35	1.53	2.17	60.21
+N05	1861	6.58	41.91	5.59	2.15	58.81
+N06	2667	7.91	50.69	3.11	2.25	62.86
+N07	2841	7.86	52.34	1.9	2.25	59.96
+N08	2090	9.2	60.53	2.11	2.45	68.68
+N09	2292	10.12	67.32	0.96	2.14	56.57
+N10	1988	8.68	57.8	1.51	2.37	60.56
+N11	1850	9.76	63.3	1.08	2.16	58.67
+N12	2692	9.25	62.33	0.74	2.27	62.41
+N13	2556	8.4	54.3	2.58	2.69	77.77
+N14	2718	6.73	42.9	3.42	2.63	70.67
+N15	1790	10.56	70.06	0.78	2.5	71.66
+N16	2357	10.09	68.65	0.89	2.38	71.39
+N17	1855	11.31	73.75	0.65	2.26	69.82
+N18	2912	9.07	61.81	1.17	2.43	70.12
+N19	2774	8.88	59.7	1.95	2.7	80.08
+N20	2244	7.66	51.16	3.03	2.61	72.69
+N21	2607	6.2	38.59	4.99	2.53	74.74
+N22	1606	10.13	66.63	1	2.57	75.63
+N23	2548	10.1	69.31	0.82	2.3	69.19
+N24	1885	8.58	57.93	1.86	2.42	76.91
+O01	2211	7.97	50.11	4.84	2.51	75.51
+O02	1992	10.62	66.16	2.11	1.97	57.64
+O03	2127	9.32	59.43	3.57	2.23	66.12
+O04	2209	11.3	71.57	0.91	2.08	62.99
+O05	2659	9.12	61.34	1.32	1.85	52.69
+O06	2635	8.44	54.99	3.19	2.32	68.44
+O07	2715	9.04	59.08	1.73	2.07	59.75
+O08	2380	8.6	58.24	1.39	2.08	54.5
+O09	2660	9.1	60.45	1.39	2.11	57.22
+O10	2754	9.46	63.62	1.6	2.16	59.51
+O11	2441	10.22	66.41	1.31	2.14	62.51
+O12	2149	10.7	68.96	1.07	1.98	56.79
+O13	1852	9.47	60.21	2	2.11	62.8
+O14	2402	10.61	68.53	0.67	2.25	70.24
+O15	2391	10.34	69.97	1.21	2.42	77.32
+O16	2544	9.71	62.62	1.42	2.23	65.64
+O17	2212	9.12	60.53	1.18	2.18	65.33
+O18	2282	8.64	57.27	2.76	2.5	70.41
+O19	2386	9.37	63.45	1.22	1.86	55.53
+O20	1851	8.95	59.75	1.24	1.93	53.9
+O21	2400	8.57	56.79	2.29	2.2	66.64
+O22	2414	9.52	63.92	1.33	2.3	66.6
+O23	2636	8.44	55.54	2.2	2.27	64.76
+O24	2115	6.49	40.28	4.4	2.68	77.69
+P01	1588	4.5	24.5	12.59	2.79	86.44
+P02	2169	5.6	32.6	6.22	2.01	52.67
+P03	1924	7.28	47.97	2.86	1.75	47.57
+P04	2189	7.91	50.57	2.7	1.82	51.07
+P05	1911	8.01	52.8	1.88	2.06	51.74
+P06	2083	7.87	51.32	2.4	1.85	48.44
+P07	2465	4.52	23.85	11.03	2.38	67.92
+P08	2061	6.89	43.81	3.93	2.19	57.17
+P09	2394	8.75	56.27	1.71	1.8	48.47
+P10	2095	8.88	59	1.53	2.14	56.81
+P11	2744	8.51	57.14	1.38	2.14	59.91
+P12	2863	8.12	55.4	1.5	1.96	52.69
+P13	2294	8.23	55.32	1.96	2.09	55.48
+P14	2386	7.09	45.52	2.1	2.21	60.22
+P15	1721	8.98	61.13	1.57	2.24	61.47
+P16	2550	6.79	43.37	2.59	2.23	60.22
+P17	2533	7.36	48.28	2.09	2.3	65.8
+P18	2539	8.56	57.74	1.61	2.16	59.73
+P19	2234	7.78	50.31	2.69	1.92	53.58
+P20	2680	8.03	53.66	1.34	2	56.58
+P21	2361	9.24	61.54	0.93	1.99	57.69
+P22	2209	8.39	56.81	1.54	1.74	49.86
+P23	2365	6.57	41.31	4.02	2.1	56.17
+P24	1448	2.74	10.29	26.1	1.98	67.63
--- /dev/null	Thu Jan 01 00:00:00 1970 +0000
+++ b/test-data/150615-HR-12015-01A.tabular	Wed Jun 01 03:55:27 2016 -0400
@@ -0,0 +1,119 @@
+Table_1
+
+	1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24
+A	2215	2811	2226	2528	1827	2337	2233	2462	2790	2792	2547	2629	1655	2647	2300	2030	2124	2461	2273	2281	2412	1331	2245	2037
+B	2184	2104	1639	2467	1818	1769	1654	2199	2043	1329	2533	2712	1824	2718	2443	2061	2088	2730	2279	2371	2114	2355	1154	1646
+C	2356	2680	2305	2510	2650	2918	2618	2654	2828	2877	2441	2870	3202	2619	2716	2413	2893	2669	2272	2161	2677	2406	2494	1760
+D	2206	1033	1744	2579	1921	2352	1844	2831	1803	2531	1942	2653	2624	2777	2523	2532	2243	2653	1806	2502	2355	2036	4	2056
+E	1953	58	1429	2419	2326	2281	2524	2444	2402	2470	2387	2812	2121	2467	1932	2207	866	1665	1668	1942	2717	1995	2686	1711
+F	2647	1866	2327	1831	2081	2360	2465	2561	2242	2595	2601	2075	2452	2506	2228	2869	1322	2712	2623	2320	2528	1797	1933	1759
+G	2715	2567	2346	2536	2157	2549	2368	2798	2595	3309	2701	2916	2664	2998	2257	2850	2559	2684	2852	2779	2448	2741	2945	1740
+H	2214	11	1344	1937	2130	2637	2278	2020	1780	2262	2130	2404	1872	2598	2164	2475	1783	2114	2621	2623	1954	2356	8	1421
+I	2071	1366	1769	2389	1983	2209	2524	1961	1925	2364	1809	2387	2530	2086	2587	2480	1770	1964	1969	2330	1922	2062	2446	1457
+J	1967	1954	1402	1316	1784	2557	1753	1844	1670	2427	2011	1973	2276	2088	2476	2395	2127	2341	1800	2368	2387	2309	822	1434
+K	2652	209	2838	3001	2873	2327	2870	2914	3239	2663	3009	2521	2470	2648	2692	2915	2653	2661	2647	2221	1987	2557	2367	1498
+L	2370	2240	1355	2608	2088	2332	1528	2352	2595	2135	2537	2348	2197	2411	2815	2498	2493	2709	2416	2081	2376	1528	2344	1646
+M	2012	1813	1962	1816	2155	1993	2175	2309	2005	2786	2191	2571	2492	2326	2134	2637	2058	2428	1955	2349	2413	2398	2369	1753
+N	2349	1100	1959	2547	1861	2667	2841	2090	2292	1988	1850	2692	2556	2718	1790	2357	1855	2912	2774	2244	2607	1606	2548	1885
+O	2211	1992	2127	2209	2659	2635	2715	2380	2660	2754	2441	2149	1852	2402	2391	2544	2212	2282	2386	1851	2400	2414	2636	2115
+P	1588	2169	1924	2189	1911	2083	2465	2061	2394	2095	2744	2863	2294	2386	1721	2550	2533	2539	2234	2680	2361	2209	2365	1448
+
+Table_2
+
+	1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24
+A	8.88	8.61	10.96	9.35	11.87	8.69	9.7	8.48	9.5	9.19	9.51	9.47	11.8	8.27	11.5	11.71	9.78	9.14	8.68	10.62	10.49	10.72	9.88	8.13
+B	10.31	9.33	11.13	9.84	11.75	9.08	12.22	10.04	8.74	11.6	7.31	9.31	10.83	7.68	10.4	11.82	10.83	10.36	8.09	12.37	10.49	9.84	11.75	7.49
+C	9.67	10.27	8.51	9.55	10.23	9.76	8.28	9.56	8.44	9.48	9.78	7.1	9.02	8.63	8.82	10.72	8.18	9.82	10.81	9.42	8.75	9.91	7.54	7.85
+D	7.2	10.08	7.58	8.78	9.41	9.68	8.86	8.45	9.59	9.03	7.37	9.72	6.77	6.68	8.53	9.9	9.92	11.31	11.24	11.17	9.81	11.95	19.75	7.06
+E	7.89	10.38	11	9.41	9.41	9.32	7.92	9.17	9.13	9.23	9.57	9.54	9.11	8.67	6.3	9.54	11.03	8.31	11.19	10.59	10.46	9.92	8.98	8.25
+F	8.61	10.14	7.3	6.3	8.89	9.29	8.21	7.36	9.81	6.08	8.19	9.72	9.25	8.22	8.19	7.83	8.78	7.56	9	9.37	9.04	6.44	10.26	8.4
+G	10.83	11.22	8.73	7.29	8.33	6.64	9.22	9.61	8.97	6.57	7.84	7.37	9.26	7.58	9.19	10.29	7.88	8.49	7.68	7.11	9.83	7.4	10.08	6.25
+H	12.71	19.73	10.4	7.72	9.08	8.69	10.21	10.78	10.32	7.84	12.63	9.57	10.9	9.23	10.57	9.77	11.15	9.08	7.59	7.95	10.2	9.53	26	7.88
+I	12.39	12.04	9.91	10.75	8	9.97	9.56	11.84	11.12	10.85	12.46	10.95	12.5	12.23	10.9	12.24	12.3	8.3	10.6	8.19	8.76	11.61	9.95	9.09
+J	13.45	11.02	10.14	10.69	7	7.78	10.05	11.57	9.2	9.55	11.93	11.51	11.43	11.24	10.48	10.95	11.9	9.92	13.06	8.52	7.99	10.5	8.44	11.4
+K	8.11	14.67	6.24	9.71	7.73	7.32	7.96	7.98	8.13	9.31	7.53	9.74	8.63	11.19	8.76	10.94	9.45	8.63	7.55	10.27	9.5	9.32	9.79	9.08
+L	10.08	10.54	10.4	10.09	8.34	9.22	9.21	9.47	9.2	8.54	8.28	11.87	9.55	10.23	8.27	8.88	9.81	8.11	8.75	10.65	10.08	7.56	12.22	9.04
+M	9.29	11.41	9.57	11.38	8.49	11.24	10.08	10.12	8.1	9.29	10.62	10.68	10.03	10.11	9.57	9.38	9.33	9.96	10.45	8.09	9.06	10.66	9.28	7.99
+N	9.7	9.78	11.19	9.07	6.58	7.91	7.86	9.2	10.12	8.68	9.76	9.25	8.4	6.73	10.56	10.09	11.31	9.07	8.88	7.66	6.2	10.13	10.1	8.58
+O	7.97	10.62	9.32	11.3	9.12	8.44	9.04	8.6	9.1	9.46	10.22	10.7	9.47	10.61	10.34	9.71	9.12	8.64	9.37	8.95	8.57	9.52	8.44	6.49
+P	4.5	5.6	7.28	7.91	8.01	7.87	4.52	6.89	8.75	8.88	8.51	8.12	8.23	7.09	8.98	6.79	7.36	8.56	7.78	8.03	9.24	8.39	6.57	2.74
+
+Table_3
+
+	1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24
+A	55.62	57.35	70.4	61.59	73.78	58.49	63.41	57.39	62.83	60.67	61.76	60.94	71.24	52.13	72.17	71.63	63.89	59.65	57.85	70.58	69.86	69.65	66.24	53.26
+B	65.29	57.94	69.68	64.33	75.25	57.32	75.7	68.58	59.03	73.06	47.06	61.98	68.42	49.74	68.81	77.1	70.69	70.4	54.28	78.28	71.85	66.71	72.1	50.12
+C	64.43	67.57	55.88	63.55	67.96	64.98	55.39	65.3	57.39	64.75	65.38	47.04	59.93	57.43	58.73	71.07	56.14	66.62	71.79	63.4	59.62	65	49.44	51.99
+D	45.01	62.25	49.14	59.83	64.08	63.95	59.06	56.55	63.67	59.9	48.51	66.34	43.52	43.03	58.7	66.11	66.79	76.1	73.26	74.5	67.22	77.65	100	45.82
+E	52.02	67.24	70.89	61.06	62.64	61.03	52.61	62.19	60.95	60.89	63.3	64.76	60.68	58.25	39.23	63.57	69.98	55.56	72.96	70.19	69.82	67.27	60.65	53.71
+F	56.89	66.4	46.41	39.16	57.33	62.12	54.36	49	66.77	37.5	54.48	63.04	62.11	53.79	53.82	52.49	60.14	50	60.62	62.5	59.53	39.96	67.36	56.17
+G	72.08	71.76	57.37	46.77	54.38	41.66	61.15	63.44	59.73	42.16	53.05	49.04	63.48	51.17	63.14	70.53	52.25	55.48	50.25	45.88	67.28	48.23	70.12	38.91
+H	78.73	90.91	65.77	49.3	60.19	56.16	67.08	72.62	67.25	52.43	80.47	63.89	70.78	63.01	72.87	66.87	72.74	60.83	49.83	53.49	66.27	62.82	100	47.64
+I	78.17	75.62	63.2	70.24	51.49	64.46	62.08	75.68	71.27	69.42	77.34	70.38	78.42	75.6	72.59	78.15	78.25	55.09	69.78	53.22	58.27	75.12	66.39	57.79
+J	80.22	71.65	67.05	70.82	45.8	52.33	66.29	75.43	61.44	64.19	77.03	74.71	74.74	74.47	69.35	71.9	75.6	66.21	81.61	56.88	50.98	70.12	55.6	69.67
+K	53.96	84.69	38.51	65.98	52.52	47.53	54.01	53.98	55.26	62.04	49.52	65.01	58.14	73.3	58.77	72.45	64.87	57.31	49.34	69.29	63.56	60.62	65.82	58.88
+L	67.26	68.53	68.34	67.75	54.21	61.62	59.95	63.95	62.62	55.64	55.54	76.11	63.63	68.56	54.03	58.93	67.19	53.78	59.89	69.1	68.9	48.3	77.05	58.81
+M	60.04	72.31	60.14	72.91	55.96	75.01	64.69	67.43	53.27	62.1	70.61	70.48	65.85	66.38	63.96	63.56	60.74	65.98	67.88	53.34	60.92	71.18	60.57	52.48
+N	62.96	65.64	70.7	60.35	41.91	50.69	52.34	60.53	67.32	57.8	63.3	62.33	54.3	42.9	70.06	68.65	73.75	61.81	59.7	51.16	38.59	66.63	69.31	57.93
+O	50.11	66.16	59.43	71.57	61.34	54.99	59.08	58.24	60.45	63.62	66.41	68.96	60.21	68.53	69.97	62.62	60.53	57.27	63.45	59.75	56.79	63.92	55.54	40.28
+P	24.5	32.6	47.97	50.57	52.8	51.32	23.85	43.81	56.27	59	57.14	55.4	55.32	45.52	61.13	43.37	48.28	57.74	50.31	53.66	61.54	56.81	41.31	10.29
+
+Table_4
+
+	1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24
+A	2.57	1.07	0.54	1.66	0.66	1.07	1.07	1.06	1.65	1.9	1.33	2.09	0.85	2.15	0.57	0.74	1.13	1.83	0.97	0.7	0.46	0.68	0.4	1.42
+B	0.87	3.09	0.55	0.77	0.66	2.43	0.6	0.73	1.22	0.68	3.83	2.06	1.54	4.01	1.02	0.39	0.62	0.81	1.14	0.25	0.85	0.72	0.35	1.82
+C	1.02	0.82	1.56	1	0.3	0.69	1.26	1.09	1.34	1.32	1.47	3.69	1.72	2.1	1.18	0.33	1.52	0.67	0.79	1.2	0.78	0.71	2.33	1.82
+D	2.77	1.84	3.04	1.2	0.94	2.3	2.11	1.77	1.22	1.78	3.24	1.43	4.54	5.47	1.43	0.87	0.76	0.45	0.44	0.48	0.85	0.29	0	1.9
+E	2.36	6.9	0.91	1.2	1.25	2.59	2.73	1.51	1.5	1.94	1.59	1.21	2.22	1.34	5.64	1.54	0.81	2.34	0.66	0.46	0.44	1.45	1.19	1.81
+F	1.44	0.91	4.08	6.66	2.4	2.54	2.92	2.89	1.43	6.2	3.65	1.59	1.51	2.04	2.65	1.92	1.97	3.39	1.03	1.51	1.15	4.67	0.93	1.99
+G	0.59	0.51	1.49	4.89	2.23	5.1	1.35	1.18	1.93	3.84	2.3	3.19	1.73	2.94	1.2	1.09	2.34	2.72	3.54	3.17	0.69	3.1	0.75	3.33
+H	0.36	0	1.86	3.1	1.41	1.71	1.14	1.09	1.91	2.25	0.47	1.87	1.23	1.31	1.06	0.73	0.67	1.32	3.13	2.06	1.64	1.57	0	4.93
+I	0.43	0.88	1.19	0.63	2.57	1.45	1.78	0.66	0.88	0.89	0.44	0.88	0.87	0.91	0.7	0.44	0.73	2.9	1.12	2.1	1.82	0.58	1.19	2.2
+J	0.31	1.23	0.86	0.68	4.37	2.66	1.43	0.98	0.78	1.03	0.2	0.91	0.66	0.67	0.65	0.92	0.52	0.94	0.61	1.56	2.51	0.52	2.68	0.49
+K	1.58	0.96	4.33	1.03	2.89	3.52	2.37	2.16	1.82	1.05	1.5	1.19	1.74	0.6	1.63	0.51	1.39	2.37	2.34	1.44	1.56	2.11	1.31	1.94
+L	0.97	1.12	1.11	1	3.21	1.97	1.7	1.66	0.66	1.73	1.3	0.38	1.14	0.91	2.1	1.44	0.96	2.03	1.28	0.62	0.67	3.99	0.34	1.7
+M	1.79	0.77	2.14	0.88	3.62	0.85	1.52	1.17	2.49	1.4	0.46	0.51	0.88	0.86	1.73	1.63	1.65	0.66	0.82	2.68	1.41	0.75	1.1	2
+N	1.23	1.91	1.07	1.53	5.59	3.11	1.9	2.11	0.96	1.51	1.08	0.74	2.58	3.42	0.78	0.89	0.65	1.17	1.95	3.03	4.99	1	0.82	1.86
+O	4.84	2.11	3.57	0.91	1.32	3.19	1.73	1.39	1.39	1.6	1.31	1.07	2	0.67	1.21	1.42	1.18	2.76	1.22	1.24	2.29	1.33	2.2	4.4
+P	12.59	6.22	2.86	2.7	1.88	2.4	11.03	3.93	1.71	1.53	1.38	1.5	1.96	2.1	1.57	2.59	2.09	1.61	2.69	1.34	0.93	1.54	4.02	26.1
+
+Table_5
+
+	1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24
+A	2.91	2.03	2.41	2.14	2.27	1.87	2.32	2.07	2.52	2.38	2.8	2.42	2.3	2.37	2.68	2.66	2.45	2.3	2.32	1.98	2.07	1.97	2.17	2.06
+B	2.33	2.44	2.03	2.03	1.97	2.29	2.14	2.43	1.96	2.04	3.01	2.49	2.45	2.54	2.64	2.53	2.22	2.39	1.98	2.23	2.32	2.04	2.35	2.11
+C	2.07	2.03	1.87	2.02	1.95	2.21	2.42	2.52	2.21	2.59	2.38	2.87	2.43	2.93	2.46	2.62	2.8	2.26	2.1	2.79	2.04	2.08	2.25	2.15
+D	1.41	2.61	2.4	2.12	2.29	2.6	2.76	2.62	2.81	2.64	3.1	2.77	3.06	3.36	3.13	2.96	3.15	2.67	2.77	2.58	2.69	2.54	1.5	2.27
+E	2.09	2.34	2.09	2.4	2.36	2.88	2.63	2.8	2.6	2.64	2.58	2.61	2.37	2.65	2.89	2.63	2.23	3.14	2.3	2.46	2.22	2.73	2.33	2.43
+F	2.05	1.86	2.04	2.25	2.34	2.41	2.59	2.31	2.47	2.39	2.77	2.47	2.66	2.54	2.91	2.58	2.52	2.68	2.41	2.43	2.2	2.38	2.5	1.92
+G	1.98	1.95	2.13	2.24	2.35	2.59	2.41	2.46	2.4	2.34	2.46	2.61	2.88	2.6	2.49	2.33	2.67	2.69	2.78	2.58	2.52	2.42	2.52	2.19
+H	2.1	2.18	2.36	2.42	2.39	2.34	2.85	2.56	3.05	3.01	3.17	3.07	3.15	2.65	2.74	2.86	2.97	2.87	2.69	2.34	2.5	3.31	3.25	1.98
+I	2.11	2.36	2.13	2.28	2.69	2.9	3.01	3.23	2.82	3.17	2.66	3.15	3.04	3.47	2.84	3.45	3.12	3.32	3.11	3.43	3.08	3.06	2.99	3.49
+J	2.06	2.08	1.75	2.08	2.09	2.73	2.44	2.59	2.5	2.68	2.55	2.92	3	2.94	2.77	3.22	2.8	3.11	2.54	2.67	2.99	2.64	3.41	2.56
+K	1.72	1.77	1.85	1.95	1.97	2.19	2.14	2.34	2.2	2.27	2.28	2.64	2.43	2.69	2.18	2.83	2.41	3.24	2.74	3.22	2.41	3.64	2.82	2.74
+L	1.89	1.89	1.71	2.14	2.08	2.29	2.06	2.14	2.1	2.23	2.41	2.63	2.37	2.61	2.26	2.24	2.22	2.2	2.54	2.25	2.33	2.6	2.26	1.8
+M	2.3	2.2	2.43	2.07	2.4	1.94	2.39	2.16	2.33	2.45	2.43	2.23	2.33	2.51	2.41	2.36	2.36	2.42	1.96	2.76	2.12	2.4	2.22	2.31
+N	2	2.11	2.13	2.17	2.15	2.25	2.25	2.45	2.14	2.37	2.16	2.27	2.69	2.63	2.5	2.38	2.26	2.43	2.7	2.61	2.53	2.57	2.3	2.42
+O	2.51	1.97	2.23	2.08	1.85	2.32	2.07	2.08	2.11	2.16	2.14	1.98	2.11	2.25	2.42	2.23	2.18	2.5	1.86	1.93	2.2	2.3	2.27	2.68
+P	2.79	2.01	1.75	1.82	2.06	1.85	2.38	2.19	1.8	2.14	2.14	1.96	2.09	2.21	2.24	2.23	2.3	2.16	1.92	2	1.99	1.74	2.1	1.98
+
+Table_6
+
+	1	2	3	4	5	6	7	8	9	10	11	12	13	14	15	16	17	18	19	20	21	22	23	24
+A	78.76	63.32	79.41	74.9	79.31	62.34	77.48	67.32	80.57	73.6	84.6	72.34	71.88	72.76	86.26	89.03	81.13	77.14	69.57	65.3	70.27	61.54	66.33	70.05
+B	72.4	79.26	67.42	67.95	68.96	69.18	75.29	73.55	57.65	58.75	95.3	75.2	80.09	81.37	91.33	87.74	74.12	78.69	61.28	78.36	73.66	64.63	65.16	64.74
+C	61.55	60.64	56.38	58.22	59.48	65.35	68.98	75.17	63.59	77.38	73.63	88.54	78.2	95.11	78.45	84.52	83.32	70.88	68.8	79.7	62.52	68.61	63.14	66.92
+D	36.44	77.42	70.59	62.68	70.86	79.33	85.21	78	84.73	75.75	95.33	84.49	101.35	106.95	101.22	89.01	105.74	85.7	90.06	76.4	88.68	82.78	74.25	76.56
+E	64.14	81.33	65.5	69.87	69.72	89.16	78	84.21	78.8	78.64	80.7	83.54	70.04	87.2	91.38	86.13	71.41	93.34	73.16	76.69	72.24	86.76	71.8	78.22
+F	56.86	55.02	60.29	67.66	70.01	77.11	77.73	66.52	72.7	68.73	96.56	72.8	82.33	77.56	103.54	76.14	72.6	81.09	73.71	70.9	65.33	70.58	71.62	67.93
+G	58.65	59.34	61.93	65.72	65.99	78.36	73.63	72.8	68.47	62.92	68.96	72.96	88.03	75.25	71.58	71.99	83.35	83.61	87.58	73.2	77.41	68.04	78.27	65.21
+H	68.06	67.36	69.92	70.48	67.18	68.97	85.95	74.15	82.88	78.92	96.52	87.48	91.34	76.86	78.64	90.95	88.69	84.31	81.29	68.36	78.56	99.15	139	78.52
+I	61.97	65.33	56.36	65.29	74.38	80.24	88.14	88.78	78.49	89.68	76.47	87.18	94.74	101.93	85.07	108.16	95.09	96.99	95.42	100.06	90.8	95.76	83.27	102.71
+J	62	57.26	48.25	59.11	58.3	77.66	71.51	73.92	65.14	75.03	73.74	82.11	89.39	87.12	79.58	94.31	87.35	93.03	82.49	79.25	88.09	80.93	88.31	75.84
+K	47.85	51.87	52.13	56.69	54.93	61.63	62.09	64.88	59.7	60.76	62.38	71.55	68.82	79.57	64.46	83.73	73.68	86.86	82.51	93.3	70.16	108.95	81.75	86.15
+L	53.56	56.19	48.94	61.59	58.54	66.29	58.84	60.65	56.05	57.12	65.07	78.84	67.98	76.71	64.29	64.05	67.86	60.62	75.84	72.08	72.37	77.79	68.61	55.4
+M	65.75	66.88	73.04	66.33	76.36	63.19	70.2	65.42	64.79	66.01	69.75	66.84	70.78	73.36	70.35	68.77	68.1	72.35	58.52	83.89	66.1	73.38	65.44	73.49
+N	54.24	59.64	63.27	60.21	58.81	62.86	59.96	68.68	56.57	60.56	58.67	62.41	77.77	70.67	71.66	71.39	69.82	70.12	80.08	72.69	74.74	75.63	69.19	76.91
+O	75.51	57.64	66.12	62.99	52.69	68.44	59.75	54.5	57.22	59.51	62.51	56.79	62.8	70.24	77.32	65.64	65.33	70.41	55.53	53.9	66.64	66.6	64.76	77.69
+P	86.44	52.67	47.57	51.07	51.74	48.44	67.92	57.17	48.47	56.81	59.91	52.69	55.48	60.22	61.47	60.22	65.8	59.73	53.58	56.58	57.69	49.86	56.17	67.63