Spaces:
Sleeping
Sleeping
Gabriel
commited on
Commit
•
766b779
1
Parent(s):
86281f8
feat: app, req, valid
Browse files- app.py +33 -0
- requirements.txt +5 -0
- valid.csv +5001 -0
app.py
ADDED
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import gradio as gr
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import numpy as np
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import pandas as pd
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from fastai.learner import load_learner
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learn = load_learner("model.pkl")
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dados = pd.read_csv('valid.csv')
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ids = dados['user'].unique()
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ids_list = list(map(str, ids.tolist()))
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ratings = pd.read_csv('ratings.csv')
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def top5(user):
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items = pd.Series(learn.dls.classes['title']).unique()
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clas_items = ratings.loc[(ratings['user'] == user) & (ratings['rating'] > 0), 'title']
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no_clas_items = np.setdiff1d(items, clas_items)
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df = pd.DataFrame({'user': [user]*len(no_clas_items), 'title': no_clas_items})
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preds,_ = learn.get_preds(dl=learn.dls.test_dl(df))
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df['prediction'] = preds.numpy()
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top_5 = df.nlargest(5, 'prediction')
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return '\n'.join(top_5['title'].tolist())
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iface = gr.Interface(fn=top5, inputs=gr.Dropdown(choices=ids_list), outputs="text")
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iface.launch(share=True)
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requirements.txt
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@@ -0,0 +1,5 @@
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fastai
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torch
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numpy
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joblib
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scikit-learn==1.2.2
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valid.csv
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1692 |
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4524,27,5,5
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1693 |
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7552,33,4,13
|
1694 |
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470,27,3,5
|
1695 |
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2043,70,4,3
|
1696 |
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473,27,4,5
|
1697 |
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1339,21,3,6
|
1698 |
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0,258,3,12
|
1699 |
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4659,27,5,5
|
1700 |
+
3574,18,5,7
|
1701 |
+
3094,301,1,9
|
1702 |
+
3279,33,4,13
|
1703 |
+
4726,21,5,6
|
1704 |
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3793,301,1,9
|
1705 |
+
6665,21,5,6
|
1706 |
+
4459,18,4,7
|
1707 |
+
6151,264,4,17
|
1708 |
+
1281,26,4,14
|
1709 |
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5497,70,4,3
|
1710 |
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785,26,3,14
|
1711 |
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5776,26,4,14
|
1712 |
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6920,21,5,6
|
1713 |
+
0,26,3,14
|
1714 |
+
2488,26,5,14
|
1715 |
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5506,27,4,5
|
1716 |
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2948,26,4,14
|
1717 |
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1498,26,3,14
|
1718 |
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8091,301,4,9
|
1719 |
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3234,18,5,7
|
1720 |
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5385,70,4,3
|
1721 |
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0,70,5,3
|
1722 |
+
4406,21,5,6
|
1723 |
+
2712,27,4,5
|
1724 |
+
2143,33,5,13
|
1725 |
+
6388,26,4,14
|
1726 |
+
6720,26,3,14
|
1727 |
+
2321,264,4,17
|
1728 |
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6532,26,5,14
|
1729 |
+
4978,264,3,17
|
1730 |
+
0,26,3,14
|
1731 |
+
2081,26,4,14
|
1732 |
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5715,18,3,7
|
1733 |
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1096,21,4,6
|
1734 |
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2223,18,4,7
|
1735 |
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0,33,4,13
|
1736 |
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1836,21,4,6
|
1737 |
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1255,26,3,14
|
1738 |
+
7438,27,5,5
|
1739 |
+
1811,26,4,14
|
1740 |
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6004,33,4,13
|
1741 |
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6848,18,5,7
|
1742 |
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2707,26,4,14
|
1743 |
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4892,18,5,7
|
1744 |
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0,26,2,14
|
1745 |
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357,18,3,7
|
1746 |
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3193,33,5,13
|
1747 |
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2981,21,3,6
|
1748 |
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3459,26,3,14
|
1749 |
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3602,26,5,14
|
1750 |
+
3019,26,4,14
|
1751 |
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0,264,2,17
|
1752 |
+
2245,21,5,6
|
1753 |
+
1244,21,3,6
|
1754 |
+
6045,26,2,14
|
1755 |
+
6665,388,2,8
|
1756 |
+
7536,26,4,14
|
1757 |
+
822,26,2,14
|
1758 |
+
3468,26,4,14
|
1759 |
+
492,264,4,17
|
1760 |
+
3681,301,2,9
|
1761 |
+
0,70,3,3
|
1762 |
+
3160,21,4,6
|
1763 |
+
338,33,4,13
|
1764 |
+
8110,27,4,5
|
1765 |
+
52,260,1,10
|
1766 |
+
8147,33,4,13
|
1767 |
+
2757,21,4,6
|
1768 |
+
1916,26,2,14
|
1769 |
+
2776,33,5,13
|
1770 |
+
4535,18,4,7
|
1771 |
+
5118,18,4,7
|
1772 |
+
6971,26,3,14
|
1773 |
+
5544,27,4,5
|
1774 |
+
3919,301,4,9
|
1775 |
+
3095,315,3,18
|
1776 |
+
8071,26,4,14
|
1777 |
+
5782,70,5,3
|
1778 |
+
7657,33,3,13
|
1779 |
+
4659,21,5,6
|
1780 |
+
0,70,4,3
|
1781 |
+
0,315,1,18
|
1782 |
+
4658,26,1,14
|
1783 |
+
0,21,3,6
|
1784 |
+
7170,27,5,5
|
1785 |
+
5146,27,5,5
|
1786 |
+
2628,18,3,7
|
1787 |
+
5799,27,5,5
|
1788 |
+
2617,18,4,7
|
1789 |
+
1985,301,4,9
|
1790 |
+
3973,33,4,13
|
1791 |
+
4329,33,3,13
|
1792 |
+
0,301,3,9
|
1793 |
+
2708,258,4,12
|
1794 |
+
2129,26,3,14
|
1795 |
+
6759,27,5,5
|
1796 |
+
3660,27,4,5
|
1797 |
+
5140,26,4,14
|
1798 |
+
2131,70,2,3
|
1799 |
+
6874,18,5,7
|
1800 |
+
699,18,3,7
|
1801 |
+
459,27,3,5
|
1802 |
+
0,21,5,6
|
1803 |
+
3081,26,4,14
|
1804 |
+
8042,18,3,7
|
1805 |
+
470,18,4,7
|
1806 |
+
2469,27,5,5
|
1807 |
+
6921,33,4,13
|
1808 |
+
0,258,5,12
|
1809 |
+
2961,33,4,13
|
1810 |
+
1710,70,5,3
|
1811 |
+
5748,301,5,9
|
1812 |
+
0,27,4,5
|
1813 |
+
3712,27,5,5
|
1814 |
+
1340,26,4,14
|
1815 |
+
689,26,4,14
|
1816 |
+
0,70,1,3
|
1817 |
+
2720,18,3,7
|
1818 |
+
6902,27,3,5
|
1819 |
+
7239,8519,5,15
|
1820 |
+
2641,388,5,8
|
1821 |
+
3793,264,4,17
|
1822 |
+
2284,388,3,8
|
1823 |
+
1616,18,4,7
|
1824 |
+
3692,18,4,7
|
1825 |
+
4637,27,5,5
|
1826 |
+
4432,33,5,13
|
1827 |
+
4474,21,5,6
|
1828 |
+
4993,33,4,13
|
1829 |
+
3598,18,3,7
|
1830 |
+
7797,18,2,7
|
1831 |
+
0,301,4,9
|
1832 |
+
3388,4081,5,11
|
1833 |
+
7585,18,3,7
|
1834 |
+
0,264,3,17
|
1835 |
+
3517,26,5,14
|
1836 |
+
4832,26,3,14
|
1837 |
+
0,26,3,14
|
1838 |
+
3615,27,5,5
|
1839 |
+
771,33,4,13
|
1840 |
+
0,33,2,13
|
1841 |
+
5239,33,4,13
|
1842 |
+
7109,18,3,7
|
1843 |
+
7100,27,3,5
|
1844 |
+
2473,26,2,14
|
1845 |
+
5418,18,5,7
|
1846 |
+
4841,33,3,13
|
1847 |
+
4516,21,4,6
|
1848 |
+
4297,388,4,8
|
1849 |
+
6180,33,5,13
|
1850 |
+
1331,33,5,13
|
1851 |
+
7377,27,4,5
|
1852 |
+
6094,18,4,7
|
1853 |
+
5128,21,3,6
|
1854 |
+
2976,21,5,6
|
1855 |
+
5990,18,5,7
|
1856 |
+
4182,18,4,7
|
1857 |
+
1501,26,4,14
|
1858 |
+
6045,21,3,6
|
1859 |
+
7429,27,5,5
|
1860 |
+
4225,33,4,13
|
1861 |
+
2179,70,4,3
|
1862 |
+
0,70,5,3
|
1863 |
+
623,21,3,6
|
1864 |
+
1135,4081,3,11
|
1865 |
+
3899,27,5,5
|
1866 |
+
6843,315,4,18
|
1867 |
+
3578,27,5,5
|
1868 |
+
2539,27,4,5
|
1869 |
+
6008,70,4,3
|
1870 |
+
0,70,5,3
|
1871 |
+
889,18,5,7
|
1872 |
+
2746,33,5,13
|
1873 |
+
5246,26,5,14
|
1874 |
+
2688,33,4,13
|
1875 |
+
4793,33,4,13
|
1876 |
+
1846,258,5,12
|
1877 |
+
3032,21,4,6
|
1878 |
+
6344,315,3,18
|
1879 |
+
4186,301,3,9
|
1880 |
+
6640,18,5,7
|
1881 |
+
1971,33,3,13
|
1882 |
+
0,264,3,17
|
1883 |
+
5080,33,1,13
|
1884 |
+
4650,70,4,3
|
1885 |
+
1550,301,5,9
|
1886 |
+
5117,27,4,5
|
1887 |
+
4086,21,5,6
|
1888 |
+
661,26,2,14
|
1889 |
+
1377,70,5,3
|
1890 |
+
6360,27,5,5
|
1891 |
+
5078,27,4,5
|
1892 |
+
5735,301,1,9
|
1893 |
+
0,18,5,7
|
1894 |
+
0,26,4,14
|
1895 |
+
3003,26,4,14
|
1896 |
+
4059,21,5,6
|
1897 |
+
5084,21,4,6
|
1898 |
+
0,26,4,14
|
1899 |
+
2308,26,5,14
|
1900 |
+
7698,18,3,7
|
1901 |
+
223,3753,3,4
|
1902 |
+
1037,21,3,6
|
1903 |
+
4673,18,4,7
|
1904 |
+
7914,18,5,7
|
1905 |
+
0,70,5,3
|
1906 |
+
1969,21,5,6
|
1907 |
+
5975,27,4,5
|
1908 |
+
1132,27,4,5
|
1909 |
+
0,26,5,14
|
1910 |
+
6680,26,2,14
|
1911 |
+
0,301,5,9
|
1912 |
+
0,33,3,13
|
1913 |
+
7259,26,5,14
|
1914 |
+
0,301,4,9
|
1915 |
+
6271,27,3,5
|
1916 |
+
5000,27,4,5
|
1917 |
+
5974,18,5,7
|
1918 |
+
5128,264,4,17
|
1919 |
+
7039,33,3,13
|
1920 |
+
6722,26,3,14
|
1921 |
+
6596,33,3,13
|
1922 |
+
5076,18,4,7
|
1923 |
+
3825,264,5,17
|
1924 |
+
6429,70,5,3
|
1925 |
+
6489,27,5,5
|
1926 |
+
3081,33,5,13
|
1927 |
+
2995,18,4,7
|
1928 |
+
3386,26,5,14
|
1929 |
+
0,18,3,7
|
1930 |
+
5615,33,4,13
|
1931 |
+
2663,27,5,5
|
1932 |
+
6571,27,5,5
|
1933 |
+
2627,26,5,14
|
1934 |
+
6274,26,2,14
|
1935 |
+
877,21,5,6
|
1936 |
+
0,33,5,13
|
1937 |
+
4484,264,4,17
|
1938 |
+
6700,21,5,6
|
1939 |
+
4686,21,5,6
|
1940 |
+
5503,18,5,7
|
1941 |
+
1597,18,5,7
|
1942 |
+
2976,18,5,7
|
1943 |
+
0,70,4,3
|
1944 |
+
0,301,3,9
|
1945 |
+
4344,70,4,3
|
1946 |
+
0,26,5,14
|
1947 |
+
0,26,1,14
|
1948 |
+
4490,18,5,7
|
1949 |
+
4482,27,5,5
|
1950 |
+
4641,27,4,5
|
1951 |
+
5445,26,4,14
|
1952 |
+
0,26,1,14
|
1953 |
+
4557,27,5,5
|
1954 |
+
0,26,5,14
|
1955 |
+
3824,26,3,14
|
1956 |
+
7807,27,5,5
|
1957 |
+
5631,21,4,6
|
1958 |
+
4960,21,3,6
|
1959 |
+
2658,27,3,5
|
1960 |
+
6758,21,5,6
|
1961 |
+
4117,21,5,6
|
1962 |
+
499,301,3,9
|
1963 |
+
0,33,3,13
|
1964 |
+
4278,21,4,6
|
1965 |
+
5517,33,4,13
|
1966 |
+
2777,21,5,6
|
1967 |
+
2331,27,5,5
|
1968 |
+
1670,301,5,9
|
1969 |
+
2250,70,4,3
|
1970 |
+
4490,26,4,14
|
1971 |
+
4891,26,4,14
|
1972 |
+
2720,27,3,5
|
1973 |
+
7734,27,4,5
|
1974 |
+
1645,21,3,6
|
1975 |
+
6704,26,2,14
|
1976 |
+
4469,70,3,3
|
1977 |
+
0,26,3,14
|
1978 |
+
2738,26,3,14
|
1979 |
+
3770,33,4,13
|
1980 |
+
5767,18,5,7
|
1981 |
+
4505,21,3,6
|
1982 |
+
1517,33,5,13
|
1983 |
+
2819,26,4,14
|
1984 |
+
1712,315,5,18
|
1985 |
+
2499,21,5,6
|
1986 |
+
2512,264,4,17
|
1987 |
+
7389,27,5,5
|
1988 |
+
6346,18,1,7
|
1989 |
+
6311,27,3,5
|
1990 |
+
6536,26,2,14
|
1991 |
+
4466,26,4,14
|
1992 |
+
2668,27,5,5
|
1993 |
+
2016,18,3,7
|
1994 |
+
6473,27,3,5
|
1995 |
+
4106,21,4,6
|
1996 |
+
0,70,3,3
|
1997 |
+
0,27,4,5
|
1998 |
+
6231,33,3,13
|
1999 |
+
0,388,4,8
|
2000 |
+
566,18,3,7
|
2001 |
+
0,33,3,13
|
2002 |
+
21,301,3,9
|
2003 |
+
4027,26,3,14
|
2004 |
+
3749,27,5,5
|
2005 |
+
0,301,4,9
|
2006 |
+
4064,33,4,13
|
2007 |
+
1603,21,5,6
|
2008 |
+
6798,27,5,5
|
2009 |
+
6464,33,5,13
|
2010 |
+
6255,26,2,14
|
2011 |
+
1786,18,4,7
|
2012 |
+
0,33,2,13
|
2013 |
+
6966,264,4,17
|
2014 |
+
2893,26,4,14
|
2015 |
+
6385,21,4,6
|
2016 |
+
914,21,5,6
|
2017 |
+
956,33,4,13
|
2018 |
+
3724,27,3,5
|
2019 |
+
2785,258,5,12
|
2020 |
+
4752,27,5,5
|
2021 |
+
2017,33,4,13
|
2022 |
+
0,26,5,14
|
2023 |
+
3598,21,4,6
|
2024 |
+
257,18,5,7
|
2025 |
+
7116,264,5,17
|
2026 |
+
1983,18,4,7
|
2027 |
+
0,264,3,17
|
2028 |
+
311,21,3,6
|
2029 |
+
8092,26,5,14
|
2030 |
+
4327,27,5,5
|
2031 |
+
5420,18,4,7
|
2032 |
+
2763,26,3,14
|
2033 |
+
5069,27,2,5
|
2034 |
+
50,4081,4,11
|
2035 |
+
2121,18,5,7
|
2036 |
+
2174,26,3,14
|
2037 |
+
1606,18,5,7
|
2038 |
+
1636,27,4,5
|
2039 |
+
835,26,3,14
|
2040 |
+
3000,70,4,3
|
2041 |
+
838,18,4,7
|
2042 |
+
0,33,5,13
|
2043 |
+
3097,26,3,14
|
2044 |
+
8131,27,5,5
|
2045 |
+
2973,21,5,6
|
2046 |
+
7767,26,4,14
|
2047 |
+
5237,26,3,14
|
2048 |
+
1413,315,2,18
|
2049 |
+
0,18,5,7
|
2050 |
+
1452,27,5,5
|
2051 |
+
5246,21,3,6
|
2052 |
+
4348,33,3,13
|
2053 |
+
1054,26,4,14
|
2054 |
+
4846,27,5,5
|
2055 |
+
2441,26,2,14
|
2056 |
+
2859,27,4,5
|
2057 |
+
4116,388,4,8
|
2058 |
+
3621,18,2,7
|
2059 |
+
1524,26,4,14
|
2060 |
+
0,26,5,14
|
2061 |
+
4471,33,5,13
|
2062 |
+
7356,70,4,3
|
2063 |
+
5225,21,5,6
|
2064 |
+
0,26,5,14
|
2065 |
+
4307,388,2,8
|
2066 |
+
2848,258,5,12
|
2067 |
+
0,26,5,14
|
2068 |
+
1834,301,4,9
|
2069 |
+
6049,26,3,14
|
2070 |
+
8147,18,5,7
|
2071 |
+
0,26,3,14
|
2072 |
+
0,27,3,5
|
2073 |
+
2603,18,5,7
|
2074 |
+
0,26,5,14
|
2075 |
+
0,70,5,3
|
2076 |
+
0,4081,1,11
|
2077 |
+
1641,21,4,6
|
2078 |
+
1412,18,1,7
|
2079 |
+
4615,26,3,14
|
2080 |
+
4178,21,4,6
|
2081 |
+
1579,21,5,6
|
2082 |
+
7242,26,3,14
|
2083 |
+
788,18,2,7
|
2084 |
+
2883,18,5,7
|
2085 |
+
1244,26,3,14
|
2086 |
+
0,301,3,9
|
2087 |
+
475,27,5,5
|
2088 |
+
0,388,3,8
|
2089 |
+
7419,26,5,14
|
2090 |
+
1189,18,4,7
|
2091 |
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554,70,4,3
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3260 |
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3271 |
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3272 |
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636,26,2,14
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3991 |
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3992 |
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580,18,4,7
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3993 |
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524,21,5,6
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51,301,4,9
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4018 |
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4019 |
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5484,33,4,13
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4020 |
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4021 |
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4022 |
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4023 |
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595,26,3,14
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4025 |
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4026 |
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298,26,4,14
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4027 |
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1279,301,4,9
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4028 |
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4029 |
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4030 |
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4032 |
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4033 |
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4034 |
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2472,33,5,13
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4035 |
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4036 |
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6968,301,3,9
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4037 |
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1978,27,5,5
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4038 |
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794,4081,3,11
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4039 |
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3616,26,3,14
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4040 |
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4471,18,5,7
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4041 |
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4042 |
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466,18,4,7
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4043 |
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1999,26,2,14
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4044 |
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4045 |
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1563,26,3,14
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4046 |
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472,18,4,7
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4047 |
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4048 |
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1180,4081,4,11
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4049 |
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1436,27,4,5
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4050 |
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4308,21,4,6
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4051 |
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1374,21,5,6
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4052 |
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4235,27,5,5
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4053 |
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4054 |
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2485,301,5,9
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4055 |
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4056 |
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2935,18,5,7
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4057 |
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4058 |
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4022,18,4,7
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4059 |
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1105,18,4,7
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4060 |
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158,27,5,5
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4061 |
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595,21,4,6
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793,18,4,7
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383,27,4,5
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58,21,4,6
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963,21,5,6
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4211 |
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4213 |
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4214 |
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4215 |
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4216 |
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4217 |
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263,301,4,9
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4220 |
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4225 |
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425,21,4,6
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4230 |
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231,27,5,5
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4231 |
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764,258,4,12
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4232 |
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0,26,4,14
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1900,21,4,6
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8099,258,5,12
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3965,27,4,5
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3337,33,5,13
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4250 |
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3682,33,5,13
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4251 |
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6174,21,4,6
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4252 |
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4012,388,3,8
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4162,26,1,14
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3512,27,5,5
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3794,70,3,3
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5833,26,3,14
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4258 |
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5686,21,4,6
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2270,27,5,5
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4260 |
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3760,27,5,5
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0,33,3,13
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4262 |
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6703,70,5,3
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4263 |
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40,33,5,13
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4264 |
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6185,70,5,3
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4265 |
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8097,33,2,13
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4266 |
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2586,18,5,7
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4267 |
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2224,21,3,6
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4268 |
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4314,21,4,6
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0,33,3,13
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4270 |
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284,70,4,3
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4271 |
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5987,21,5,6
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287,21,5,6
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761,18,3,7
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4275 |
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5619,18,4,7
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4276 |
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5259,301,3,9
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7713,301,5,9
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4278 |
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4215,27,3,5
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4399,26,3,14
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4280 |
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570,26,5,14
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993,26,4,14
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25,258,4,12
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283,21,4,6
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4299 |
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1368,27,4,5
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4300 |
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372,70,4,3
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4301 |
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4303 |
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3731,18,5,7
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4310 |
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6009,21,5,6
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4311 |
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3707,21,5,6
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4312 |
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6508,26,2,14
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4313 |
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4314 |
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4964,21,5,6
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4315 |
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4467,4081,4,11
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4316 |
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4317 |
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7612,26,4,14
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4318 |
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0,26,2,14
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4319 |
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6185,21,4,6
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4320 |
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3854,26,3,14
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6220,70,3,3
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0,315,3,18
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3033,27,4,5
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2836,27,5,5
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4325 |
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0,26,3,14
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2027,33,4,13
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4970,388,4,8
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4328 |
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1579,18,5,7
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4329 |
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5840,33,4,13
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4330 |
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4824,21,4,6
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4331 |
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7185,33,4,13
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4332 |
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7868,18,4,7
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4333 |
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2904,258,4,12
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6290,27,5,5
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5813,18,5,7
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4336 |
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5744,21,4,6
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4337 |
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6618,27,5,5
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0,26,3,14
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4340 |
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6188,21,5,6
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1377,258,4,12
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4342 |
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5968,27,4,5
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7997,18,4,7
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6157,21,4,6
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5343,21,4,6
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4787,21,5,6
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577,18,4,7
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2555,27,5,5
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1480,26,4,14
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4350 |
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4352 |
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282,264,3,17
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4353 |
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5936,21,3,6
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7900,27,4,5
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0,264,4,17
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4356 |
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4357 |
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6359,26,5,14
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3025,33,4,13
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4359 |
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5503,8519,4,15
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4360 |
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7307,27,5,5
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4361 |
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7450,301,5,9
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4362 |
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3953,18,5,7
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4363 |
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1717,21,5,6
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4364 |
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6567,33,5,13
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4365 |
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4987,21,5,6
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4366 |
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4367 |
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5043,260,5,10
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608,27,4,5
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4369 |
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315,26,4,14
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7663,27,4,5
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5191,26,3,14
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7850,26,3,14
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4373 |
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5834,27,5,5
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7215,27,4,5
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5940,21,4,6
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4376 |
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5334,264,3,17
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4377 |
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4378 |
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4032,21,4,6
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4379 |
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0,388,4,8
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4380 |
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1576,21,4,6
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3404,21,4,6
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4382 |
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4383 |
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7354,26,4,14
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4384 |
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4423,26,4,14
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4385 |
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1197,70,4,3
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4386 |
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2454,21,4,6
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3897,27,5,5
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4388 |
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1372,27,3,5
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4389 |
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5737,18,3,7
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4390 |
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4016,33,3,13
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5956,33,3,13
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4392 |
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5216,26,2,14
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4393 |
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7273,26,5,14
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4394 |
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5323,21,3,6
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4395 |
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62,27,4,5
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4396 |
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3281,70,5,3
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4398 |
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2992,21,5,6
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4399 |
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1988,33,5,13
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4400 |
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0,70,5,3
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4401 |
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4213,27,5,5
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4402 |
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4016,264,2,17
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4403 |
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5200,70,4,3
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4404 |
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2242,264,4,17
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4405 |
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7038,70,4,3
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4406 |
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5678,27,4,5
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4407 |
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6578,27,5,5
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4408 |
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3504,27,5,5
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4409 |
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307,18,5,7
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4410 |
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0,26,5,14
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4411 |
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2525,70,5,3
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4412 |
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3671,70,3,3
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4413 |
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3288,27,5,5
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4414 |
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3702,264,1,17
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4415 |
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7895,33,5,13
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4416 |
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1369,18,5,7
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4417 |
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253,301,3,9
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4418 |
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2377,27,4,5
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4419 |
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8054,70,4,3
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4420 |
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3414,70,3,3
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4421 |
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0,258,3,12
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4422 |
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6460,18,3,7
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4423 |
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43,18,5,7
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4424 |
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4518,258,5,12
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4425 |
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2228,21,5,6
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4426 |
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7057,27,3,5
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4427 |
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6960,33,5,13
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4428 |
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3576,264,4,17
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4429 |
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7537,26,3,14
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4430 |
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7800,301,2,9
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4431 |
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0,301,5,9
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4432 |
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4854,258,5,12
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4433 |
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3635,33,4,13
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4434 |
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3888,18,4,7
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4435 |
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1774,18,3,7
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4436 |
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381,27,4,5
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4437 |
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894,27,5,5
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4438 |
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8039,27,5,5
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4439 |
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937,301,4,9
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4440 |
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5394,27,5,5
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4441 |
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4570,70,3,3
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4442 |
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5516,264,3,17
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4443 |
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5275,27,3,5
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4444 |
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2230,33,4,13
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4445 |
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2338,18,3,7
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4446 |
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1890,18,3,7
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4447 |
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4003,26,3,14
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4448 |
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7832,33,4,13
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4449 |
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2613,27,5,5
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4450 |
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1269,27,4,5
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4451 |
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3164,26,5,14
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4452 |
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5394,18,5,7
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4453 |
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5574,21,4,6
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4799 |
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4805 |
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4806 |
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4808 |
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4809 |
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4813 |
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4814 |
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728,258,5,12
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4838 |
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4840 |
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4845 |
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1546,264,4,17
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4846 |
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7954,33,4,13
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4914 |
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4923 |
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4926 |
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4928 |
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4930 |
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4931 |
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7457,264,5,17
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4932 |
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4934 |
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4940 |
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595,18,4,7
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4943 |
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4945 |
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4946 |
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4947 |
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4948 |
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6113,301,4,9
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4949 |
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4950 |
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4951 |
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2348,26,4,14
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4952 |
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5646,27,5,5
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4953 |
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692,21,4,6
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4954 |
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2812,18,4,7
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4956 |
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4957 |
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4958 |
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2069,301,4,9
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4959 |
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4960 |
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1344,27,4,5
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4961 |
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4481,301,3,9
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4962 |
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6167,26,3,14
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4963 |
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442,4081,4,11
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4964 |
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3154,21,5,6
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4965 |
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5728,27,5,5
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4966 |
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6535,18,4,7
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4968 |
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5155,26,5,14
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4970 |
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4971 |
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336,18,4,7
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4973 |
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4974 |
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4975 |
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4976 |
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4977 |
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4978 |
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2543,18,5,7
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4979 |
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0,18,5,7
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4980 |
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4159,70,4,3
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4981 |
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7063,18,5,7
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4982 |
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4574,21,3,6
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4983 |
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309,18,4,7
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4984 |
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4985 |
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4259,70,5,3
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4986 |
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6252,264,3,17
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4987 |
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7064,33,5,13
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4988 |
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3337,258,5,12
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4989 |
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5355,2686,3,1
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4619,70,5,3
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4991 |
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7554,18,3,7
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5081,26,3,14
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609,27,4,5
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6555,27,4,5
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4998 |
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5693,18,4,7
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4999 |
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0,388,3,8
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5000 |
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6385,26,2,14
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5001 |
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