All the Mountains

Extract all postcards depicting a mountain

(as far as we know from the metadata)

Setup

In [1]:
import pandas as pd
pd.set_option('display.max_columns', 100)  # Output up to 100 columns

Load Data

In [2]:
df = pd.read_csv('https://labs.onb.ac.at/gitlab/labs-team/raw-metadata/raw/master/akon_postcards_public_domain.csv.bz2', compression='bz2')
/home/kst/tmp/dingsdi/lib/python3.7/site-packages/IPython/core/interactiveshell.py:3049: DtypeWarning: Columns (13) have mixed types. Specify dtype option on import or set low_memory=False.
  interactivity=interactivity, compiler=compiler, result=result)

View Data

In [3]:
df.sample(5)
Out[3]:
Unnamed: 0 akon_id id altitude building city color comment mountain other photographer publisher publisher_place region water_body year inventory_number signature revision_date date feature_class feature_code geoname_id latitude longitude name country_id admin_name_1 admin_code_1 geo download_link download_link_256x256
7125 7125 AK103_180 67901 NaN Laurenskerk Alkmaar False gel. 1911 NaN NaN NaN NaN NaN NaN NaN NaN 79/59 K NaN 2014-09-03 12:10:00.735 gelaufen 1911 P PPL 2759899.0 52.63167 4.74861 Alkmaar NL Nord-Holland 07 52.63167, 4.74861 https://iiif.onb.ac.at/images/AKON/AK103_180/1... https://iiif.onb.ac.at/images/AKON/AK103_180/1...
6850 6850 AK080_116 49953 NaN NaN Stuttgart False 1913 gel NaN NaN NaN Schaller Stuttgart NaN NaN NaN NaN NaN 2014-08-25 14:42:50.107 gelaufen 1913 P PPLA 2825297.0 48.78232 9.17702 Stuttgart DE Baden-Württemberg 01 48.78232, 9.17702 https://iiif.onb.ac.at/images/AKON/AK080_116/1... https://iiif.onb.ac.at/images/AKON/AK080_116/1...
9180 9180 AK092_417 58634 NaN NaN Frankfurt a. M., Goetheplatz False v 1905 NaN NaN NaN Kiement Frankfurt a. M. NaN NaN NaN NaN Geogr. Topogr. Bilder-Samml. 1943, 13602 2014-09-01 10:38:38.387 vor 1905 P PPLA3 2925533.0 50.11552 8.68417 Frankfurt am Main DE NaN NaN 50.11552, 8.68417 https://iiif.onb.ac.at/images/AKON/AK092_417/4... https://iiif.onb.ac.at/images/AKON/AK092_417/4...
14579 14579 AK009_594 5432 NaN NaN Mariazell False NaN Oetscher NaN NaN Ledermann Wien NaN NaN 1922.0 NaN NaN 2014-08-04 07:59:09.936 1922 P PPLA3 2771893.0 47.77306 15.31639 Mariazell AT NaN NaN 47.77306, 15.31639 https://iiif.onb.ac.at/images/AKON/AK009_594/5... https://iiif.onb.ac.at/images/AKON/AK009_594/5...
15018 15018 AK011_064 6115 NaN NaN Waidhofen an der Ybbs True NaN NaN NaN NaN Herzig Waidhofen a. d. Ybbs NaN NaN 1913.0 NaN NaN 2014-08-04 07:59:09.959 1913 P PPLA3 2762077.0 47.96004 14.77361 Waidhofen an der Ybbs AT NaN NaN 47.96004, 14.77361 https://iiif.onb.ac.at/images/AKON/AK011_064/0... https://iiif.onb.ac.at/images/AKON/AK011_064/0...

Filter Mountains

Rows without an identified mountain have 'NaN' in the column 'mountain'

We can filter by those having NaN by using 'isnull':

In [4]:
len(df)
Out[4]:
34846
In [5]:
len(df[ df['mountain'].isnull() ])
Out[5]:
29271

and reverse the filter, so we get all rows where the 'mountain' entry is not NaN.

Note that '~' means a logical not.

Also note that the filter has to be inside parentheses.

In [6]:
len(df[ ~ (df['mountain'].isnull()) ])
Out[6]:
5575

And now let's save the result.

In [7]:
mountains = df[ ~ (df['mountain'].isnull()) ]

Take a look at the data

In [8]:
mountains.sample(10)
Out[8]:
Unnamed: 0 akon_id id altitude building city color comment mountain other photographer publisher publisher_place region water_body year inventory_number signature revision_date date feature_class feature_code geoname_id latitude longitude name country_id admin_name_1 admin_code_1 geo download_link download_link_256x256
7485 7485 AK084_275 52992 NaN NaN NaN False v 1905 Drei Zinnen NaN NaN Photoglob Co. Zürich NaN NaN NaN NaN NaN 2014-08-27 10:53:09.020 vor 1905 T PKS 3165272.0 46.61900 12.30185 Drei Zinnen IT NaN NaN 46.619, 12.30185 https://iiif.onb.ac.at/images/AKON/AK084_275/2... https://iiif.onb.ac.at/images/AKON/AK084_275/2...
13042 13042 AK006_027 3076 NaN NaN NaN False NaN Schareck NaN NaN Gutenberghaus Klagenfurt NaN Bärenfall 1911.0 NaN NaN 2014-08-04 07:59:09.851 1911 T PASS 2766151.0 47.04180 13.01590 Schareck AT NaN NaN 47.0418, 13.0159 https://iiif.onb.ac.at/images/AKON/AK006_027/0... https://iiif.onb.ac.at/images/AKON/AK006_027/0...
31375 31375 AK100_503 64754 NaN Rifugio Bolognini NaN False 1899 Bedole NaN NaN NaN NaN NaN NaN NaN 79/66 G NaN 2014-09-03 07:13:16.993 gelaufen 1899 T PK 6696180.0 46.18410 11.80228 Bedole IT NaN NaN 46.1841, 11.80228 https://iiif.onb.ac.at/images/AKON/AK100_503/5... https://iiif.onb.ac.at/images/AKON/AK100_503/5...
2166 2166 AK114_236 76661 NaN Stutenhaus, Berghotel Adlersberg Vesser False NaN Adlersberg NaN NaN NaN NaN NaN NaN 1907.0 13/41 G. KA. Geographisch-topographische Bildersammlung 293... 2014-09-09 09:01:30.828 1907 P PPL 2817527.0 50.59519 10.78953 Vesser DE NaN NaN 50.59519, 10.78953 https://iiif.onb.ac.at/images/AKON/AK114_236/2... https://iiif.onb.ac.at/images/AKON/AK114_236/2...
4432 4432 AK048_462 28904 NaN Habsburghaus NaN True NaN Rax Alpengarten NaN Ledermann Wien NaN NaN 1908.0 NaN NaN 2014-09-16 11:05:32.590 1908 S HTL 2777118.0 47.73333 15.70000 Habsburghaus AT NaN NaN 47.73333, 15.7 https://iiif.onb.ac.at/images/AKON/AK048_462/4... https://iiif.onb.ac.at/images/AKON/AK048_462/4...
31396 31396 AK101_239 65894 NaN NaN Wallis False v. 1907 Urner Alpen Rhonegletscher NaN NaN NaN NaN NaN NaN 79/66 G NaN 2014-09-03 08:27:15.774 vor 1907 H GLCR 2659056.0 46.60454 8.38605 Rhonegletscher CH NaN NaN 46.60454, 8.38605 https://iiif.onb.ac.at/images/AKON/AK101_239/2... https://iiif.onb.ac.at/images/AKON/AK101_239/2...
23714 23714 AK043_519 25852 959.0 Jubiläumswarte NaN True NaN Jauerling NaN NaN Ledermann Wien NaN NaN 1912.0 NaN NaN 2014-08-04 07:59:10.342 1912 T MT 2775112.0 48.34098 15.34050 Jauerling Gipfelkreuz AT Niederösterreich 03 48.34098, 15.3405 https://iiif.onb.ac.at/images/AKON/AK043_519/5... https://iiif.onb.ac.at/images/AKON/AK043_519/5...
33482 33482 AK097_371 62297 NaN NaN Brenta False 1905 gel Kaiser Franz-Josef-Spitze NaN NaN NaN NaN NaN NaN NaN NaN NaN 2014-09-02 11:19:10.995 vor 1905 T PASS 3180988.0 46.23970 10.84110 Campo Carlo Magno IT NaN NaN 46.2397, 10.8411 https://iiif.onb.ac.at/images/AKON/AK097_371/3... https://iiif.onb.ac.at/images/AKON/AK097_371/3...
25652 25652 AK034_222 20139 442.0 NaN Gloggnitz False NaN Rax, Feuchter NaN NaN Ledermann Wien NaN NaN 1918.0 NaN NaN 2014-09-16 11:11:53.011 1918 P PPLA3 2778455.0 47.67487 15.93893 Gloggnitz AT NaN NaN 47.67487, 15.93893 https://iiif.onb.ac.at/images/AKON/AK034_222/2... https://iiif.onb.ac.at/images/AKON/AK034_222/2...
28730 28730 AK064_513 39161 NaN NaN Hallein False NaN Tennengebirge NaN NaN Huttegger Salzburg NaN NaN 1916.0 NaN Geographisch-topographische Bildersammlung I. ... 2015-04-15 10:58:33.373 1916 T MTS 2763805.0 47.50000 13.25000 Tennengebirge AT NaN NaN 47.5, 13.25 https://iiif.onb.ac.at/images/AKON/AK064_513/5... https://iiif.onb.ac.at/images/AKON/AK064_513/5...

Looks about right.

Extract Identifiers

To create a collection with SACHA, let's extract all the AKON ids.

In [9]:
', '.join(mountains['akon_id'])
Out[9]:
'AK111_048, AK111_080, AK111_096, AK111_117, AK111_131, AK111_139, AK111_193, AK111_149, AK111_169, AK111_241, AK111_242, AK111_287, AK111_332, AK111_333, AK047_273, AK111_470, AK111_476, AK111_514, AK111_551, AK111_549, AK111_559, AK111_560, AK111_562, AK111_565, AK116_227, AK111_581, AK111_582, AK111_598, AK112_015, AK112_038, AK006_118, AK112_598, AK003_200, AK113_022, AK113_030, AK113_283, AK113_311, AK113_511, AK113_518, AK113_524, AK113_559, AK113_561, AK113_562, AK113_563, AK033_564, AK033_541, AK114_261, AK114_302, AK114_303, AK114_391, AK114_447, AK114_449, AK059_222, AK114_453, AK114_454, AK114_458, AK061_243, AK114_509, AK114_544, AK114_554, AK114_562, AK114_566, AK115_064, AK114_579, AK114_601, AK115_003, AK115_009, AK115_017, AK115_029, AK115_030, AK115_042, AK115_049, AK115_051, AK115_056, AK115_057, AK115_077, AK115_133, AK115_135, AK115_143, AK115_145, AK115_149, AK115_151, AK115_157, AK115_162, AK115_163, AK115_170, AK115_171, AK115_172, AK115_174, AK115_175, AK115_176, AK115_180, AK115_182, AK115_183, AK115_188, AK115_192, AK115_199, AK115_200, AK115_205, AK115_207, AK115_208, AK115_209, AK115_240, AK115_251, AK115_262, AK115_278, AK115_285, AK067_206, AK115_372, AK115_375, AK115_381, AK115_386, AK115_393, AK115_423, AK115_424, AK115_436, AK115_438, AK115_442, AK115_447, AK115_470, AK115_504, AK115_505, AK115_506, AK115_507, AK115_508, AK115_509, AK115_510, AK115_511, AK115_513, AK115_514, AK115_515, AK115_516, AK115_517, AK115_518, AK115_519, AK115_520, AK115_521, AK115_522, AK115_524, AK115_526, AK115_527, AK115_528, AK115_529, AK115_531, AK115_532, AK115_533, AK115_587, AK115_588, AK115_589, AK115_590, AK115_593, AK116_091, AK116_092, AK116_094, AK116_100, AK116_103, AK116_109, AK116_132, AK116_155, AK116_158, AK116_159, AK116_221, AK116_222, AK116_223, AK116_225, AK116_228, AK074_313, AK116_266, AK116_270, AK116_279, AK116_282, AK116_293, AK116_298, AK116_303, AK116_306, AK116_307, AK116_317, AK116_318, AK116_328, AK116_355, AK116_362, AK082_325, AK116_412, AK116_421, AK116_428, AK116_430, AK116_448, AK116_482, AK116_518, AK116_507, AK116_515, AK116_584, AK116_597, AK117_017, AK117_021, AK117_041, AK117_058, AK117_080, AK117_093, AK117_113, AK117_122, AK117_123, AK117_129, AK117_139, AK117_184, AK117_185, AK117_186, AK117_203, AK117_209, AK117_216, AK118_077, AK117_297, AK117_331, AK117_336, AK117_345, AK117_355, AK117_357, AK117_361, AK117_365, AK117_374, AK117_377, AK117_398, AK117_400, AK117_407, AK117_409, AK117_411, AK117_421, AK117_423, AK117_428, AK117_430, AK117_447, AK117_451, AK117_452, AK117_459, AK117_465, AK117_468, AK117_471, AK117_475, AK117_541, AK117_547, AK117_580, AK117_596, AK117_598, AK118_010, AK118_012, AK118_014, AK118_016, AK118_017, AK118_018, AK118_023, AK118_026, AK118_030, AK118_046, AK118_049, AK118_051, AK118_020, AK118_060, AK118_068, AK118_070, AK118_073, AK118_074, AK118_099, AK118_096, AK118_126, AK118_128, AK118_131, AK118_132, AK118_134, AK118_135, AK118_139, AK118_141, AK118_148, AK118_150, AK118_151, AK118_152, AK118_159, AK118_176, AK118_178, AK118_187, AK118_239, AK118_258, AK118_261, AK118_262, AK118_263, AK118_264, AK118_265, AK118_267, AK118_269, AK118_286, AK118_343, AK118_359, AK118_392, AK118_426, AK118_427, AK118_462, AK118_474, AK118_485, AK118_504, AK118_509, AK118_533, AK118_536, AK118_544, AK118_552, AK118_555, AK118_574, AK118_575, AK118_588, AK064_015, AK064_018, AK064_019, AK064_020, AK119_021, AK119_040, AK119_055, AK119_064, AK119_087, AK119_110, AK119_111, AK119_123, AK119_224, AK114_236, AK119_341, AK119_374, AK119_382, AK119_418, AK119_439, AK119_444, AK119_554, AK119_561, AK119_562, AK119_563, AK119_564, AK119_589, AK119_590, AK120_005, AK120_012, AK120_020, AK064_026, AK012_473, AK012_471, AK120_077, AK120_088, AK120_090, AK120_094, AK120_106, AK120_110, AK120_127, AK120_239, AK120_226, AK120_229, AK120_240, AK120_242, AK120_252, AK117_597, AK120_314, AK120_315, AK120_328, AK120_346, AK120_347, AK120_352, AK120_356, AK120_357, AK120_358, AK120_360, AK120_361, AK120_362, AK120_363, AK120_364, AK120_365, AK120_370, AK120_464, AK120_404, AK120_406, AK120_407, AK120_408, AK120_409, AK120_410, AK120_411, AK120_412, AK120_415, AK120_416, AK120_417, AK120_418, AK120_420, AK120_421, AK120_422, AK120_423, AK120_424, AK120_425, AK120_427, AK120_428, AK120_429, AK120_430, AK120_431, AK120_432, AK120_433, AK120_434, AK120_437, AK120_438, AK120_439, AK120_440, AK120_441, AK120_442, AK120_443, AK120_444, AK120_448, AK120_452, AK120_453, AK120_454, AK120_455, AK120_456, AK120_463, AK120_465, AK120_467, AK120_468, AK120_469, AK120_471, AK120_472, AK120_473, AK120_474, AK120_475, AK120_477, AK120_478, AK120_479, AK120_480, AK120_481, AK120_494, AK121_248, AK086_058, AK086_113, AK121_028, AK121_069, AK121_086, AK121_105, AK121_106, AK121_107, AK121_123, AK121_127, AK121_132, AK121_172, AK121_173, AK121_227, AK121_230, AK121_237, AK121_246, AK121_247, AK121_249, AK121_235, AK121_233, AK121_251, AK121_253, AK121_254, AK121_255, AK121_257, AK121_258, AK121_259, AK121_264, AK121_266, AK121_268, AK121_269, AK121_270, AK121_271, AK121_272, AK121_274, AK121_279, AK104_524, AK104_525, AK104_526, AK121_281, AK121_283, AK121_396, AK121_413, AK121_423, AK121_444, AK121_468, AK048_419, AK104_530, AK121_601, AK122_027, AK122_055, AK122_177, AK122_179, AK122_180, AK122_185, AK122_186, AK122_187, AK122_188, AK122_228, AK122_232, AK122_233, AK122_244, AK122_247, AK122_265, AK122_286, AK122_287, AK122_288, AK122_312, AK122_319, AK122_349, AK122_352, AK122_356, AK122_355, AK122_354, AK122_351, AK122_359, AK122_362, AK122_376, AK122_464, AK122_528, AK122_541, AK074_345, AK122_578, AK067_458, AK123_037, AK123_039, AK012_455, AK123_049, AK104_531, AK123_364, AK074_428, AK123_409, AK123_481, AK123_553, AK123_555, AK123_556, AK123_560, AK027_234, AK122_544, AK124_010, AK074_435, AK074_436, AK124_187, AK124_194, AK124_270, AK124_303, AK124_462, AK124_463, AK124_467, AK124_468, AK124_483, AK124_484, AK124_496, AK124_505, AK119_432, AK124_574, AK125_040, AK125_035, AK125_051, AK125_052, AK125_054, AK125_077, AK125_083, AK125_091, AK125_095, AK125_136, AK125_139, AK125_155, AK125_157, AK125_162, AK125_172, AK125_185, AK125_186, AK125_192, AK125_193, AK125_210, AK125_211, AK125_212, AK125_215, AK125_219, AK125_239, AK125_305, AK125_317, AK125_318, AK125_344, AK125_345, AK125_370, AK125_376, AK125_378, AK125_403, AK125_416, AK125_417, AK125_425, AK125_435, AK125_438, AK125_440, AK125_441, AK125_444, AK125_446, AK125_447, AK125_421, AK125_454, AK125_455, AK125_460, AK125_462, AK125_472, AK125_483, AK104_567, AK070_588, AK071_214, AK081_017, AK028_125, AK082_007, AK096_300, AK109_512, AK114_578, AK115_206, AK116_154, AK116_420, AK115_523, AK118_142, AK120_236, AK120_435, AK120_446, AK120_589, AK123_041, AK123_044, AK074_452, AK125_476, AK125_499, AK125_502, AK058_194, AK045_459, AK058_234, AK058_257, AK058_273, AK049_122, AK003_566, AK018_142, AK118_076, AK045_062, AK045_460, AK045_461, AK046_204, AK046_576, AK046_579, AK046_578, AK046_580, AK065_156, AK065_157, AK066_390, AK052_437, AK012_406, AK014_335, AK014_338, AK017_080, AK017_083, AK017_084, AK017_363, AK017_386, AK017_387, AK022_087, AK022_096, AK022_097, AK022_098, AK022_099, AK022_101, AK022_102, AK022_105, AK022_109, AK022_258, AK022_261, AK022_266, AK022_267, AK052_438, AK063_424, AK028_320, AK030_040, AK030_042, AK030_054, AK030_362, AK033_091, AK033_094, AK033_093, AK033_117, AK033_116, AK033_113, AK033_114, AK033_118, AK033_222, AK033_262, AK033_264, AK033_265, AK033_279, AK033_406, AK033_427, AK033_519, AK035_002, AK035_412, AK044_100, AK044_110, AK044_115, AK044_190, AK044_449, AK044_467, AK044_545, AK044_546, AK044_543, AK044_544, AK044_542, AK045_162, AK045_319, AK045_320, AK045_474, AK046_210, AK046_216, AK046_215, AK046_219, AK046_264, AK046_595, AK047_464, AK047_465, AK048_596, AK048_591, AK048_592, AK048_594, AK048_595, AK048_597, AK048_598, AK048_599, AK048_602, AK048_600, AK048_603, AK048_381, AK048_393, AK048_394, AK048_396, AK048_398, AK048_401, AK048_395, AK048_407, AK048_399, AK048_404, AK048_408, AK048_423, AK048_426, AK048_427, AK048_428, AK048_432, AK048_433, AK048_435, AK048_441, AK048_442, AK048_443, AK048_449, AK048_451, AK048_452, AK048_457, AK048_411, AK048_412, AK048_417, AK048_418, AK048_461, AK048_462, AK048_464, AK048_465, AK048_466, AK048_467, AK048_468, AK048_470, AK050_250, AK050_247, AK063_427, AK054_356, AK048_400, AK048_402, AK048_406, AK048_409, AK048_410, AK048_413, AK048_478, AK049_001, AK052_077, AK052_078, AK059_355, AK059_359, AK063_140, AK061_482, AK063_141, AK069_324, AK066_398, AK070_233, AK048_252, AK048_434, AK048_438, AK048_439, AK048_440, AK048_469, AK048_481, AK048_405, AK048_414, AK037_242, AK027_052, AK032_498, AK001_525, AK014_152, AK064_197, AK024_316, AK028_119, AK108_041, AK025_119, AK091_167, AK114_190, AK065_462, AK065_478, AK065_486, AK068_302, AK068_325, AK068_331, AK113_566, AK113_569, AK113_570, AK081_026, AK010_418, AK099_400, AK105_350, AK050_154, AK065_461, AK059_234, AK025_472, AK031_209, AK118_028, AK045_018, AK045_020, AK045_021, AK069_175, AK091_518, AK021_318, AK096_449, AK096_453, AK096_455, AK096_457, AK096_458, AK065_182, AK065_183, AK065_184, AK065_188, AK065_191, AK096_452, AK068_477, AK068_478, AK068_479, AK068_480, AK068_481, AK069_568, AK058_312, AK063_231, AK044_125, AK044_130, AK044_131, AK070_584, AK081_375, AK081_427, AK023_144, AK027_311, AK096_495, AK068_073, AK063_018, AK070_352, AK070_353, AK050_514, AK017_197, AK107_400, AK125_493, AK036_444, AK036_445, AK060_112, AK060_107, AK060_101, AK021_404, AK021_408, AK021_407, AK021_412, AK021_415, AK021_420, AK021_422, AK021_428, AK021_433, AK021_481, AK085_106, AK044_445, AK021_483, AK021_487, AK021_488, AK021_491, AK021_492, AK058_397, AK058_386, AK021_493, AK054_583, AK054_584, AK054_585, AK054_586, AK054_588, AK054_589, AK060_385, AK060_377, AK060_386, AK026_410, AK026_413, AK026_418, AK026_426, AK026_432, AK026_435, AK026_040, AK026_050, AK026_051, AK074_347, AK067_308, AK019_414, AK060_245, AK066_377, AK064_509, AK064_518, AK067_207, AK067_256, AK086_488, AK086_489, AK086_490, AK108_047, AK100_513, AK121_236, AK102_486, AK125_075, AK001_521, AK125_374, AK067_510, AK115_050, AK075_444, AK115_148, AK117_559, AK121_397, AK121_476, AK053_429, AK009_039, AK104_581, AK118_050, AK050_515, AK075_266, AK075_286, AK075_289, AK075_317, AK075_321, AK081_109, AK081_013, AK081_076, AK075_479, AK075_483, AK075_484, AK075_500, AK105_196, AK075_499, AK075_513, AK075_539, AK075_540, AK075_566, AK076_023, AK076_024, AK076_056, AK076_097, AK076_113, AK076_103, AK076_186, AK076_187, AK105_294, AK105_295, AK076_439, AK105_379, AK076_447, AK076_454, AK078_396, AK076_512, AK076_524, AK076_525, AK076_549, AK105_388, AK105_397, AK105_391, AK048_430, AK003_216, AK055_240, AK048_456, AK003_367, AK003_370, AK003_371, AK003_467, AK003_468, AK003_469, AK077_243, AK077_380, AK077_393, AK077_394, AK077_397, AK077_419, AK077_420, AK077_421, AK077_432, AK077_434, AK077_436, AK077_444, AK077_474, AK077_495, AK077_503, AK078_079, AK078_077, AK078_086, AK078_096, AK078_099, AK063_317, AK063_324, AK063_325, AK063_331, AK106_038, AK006_055, AK006_271, AK078_436, AK078_451, AK108_044, AK086_179, AK106_065, AK078_549, AK078_574, AK078_577, AK078_578, AK079_021, AK079_038, AK120_539, AK120_540, AK079_056, AK079_077, AK079_078, AK079_079, AK008_546, AK019_488, AK063_367, AK019_554, AK063_380, AK063_339, AK063_352, AK063_337, AK063_396, AK063_398, AK063_407, AK063_409, AK063_410, AK063_414, AK009_177, AK009_179, AK009_180, AK079_195, AK079_222, AK010_194, AK010_144, AK010_193, AK010_195, AK010_108, AK079_361, AK079_364, AK079_365, AK079_376, AK079_404, AK079_422, AK106_210, AK106_211, AK079_491, AK079_496, AK079_502, AK114_323, AK079_557, AK106_248, AK080_202, AK012_271, AK080_366, AK080_418, AK080_420, AK022_223, AK080_431, AK080_438, AK080_441, AK080_442, AK080_544, AK080_545, AK080_568, AK080_575, AK082_011, AK082_015, AK082_020, AK082_048, AK082_058, AK082_061, AK082_064, AK082_065, AK082_067, AK082_074, AK082_078, AK082_080, AK082_107, AK082_090, AK082_106, AK082_254, AK013_599, AK050_520, AK082_348, AK082_352, AK082_469, AK082_475, AK011_310, AK106_347, AK083_020, AK083_038, AK083_074, AK083_230, AK116_277, AK097_185, AK106_392, AK083_221, AK083_220, AK083_270, AK083_282, AK083_296, AK106_445, AK106_446, AK106_447, AK106_448, AK083_363, AK015_262, AK083_450, AK083_406, AK083_451, AK083_474, AK015_447, AK015_448, AK015_451, AK015_454, AK101_133, AK083_548, AK083_549, AK015_509, AK084_016, AK084_098, AK084_082, AK084_195, AK084_234, AK084_239, AK084_243, AK016_495, AK084_260, AK084_275, AK084_289, AK084_291, AK084_297, AK084_298, AK084_299, AK084_303, AK084_453, AK084_463, AK084_583, AK084_585, AK084_590, AK084_595, AK085_144, AK019_299, AK085_325, AK019_298, AK085_330, AK085_384, AK085_388, AK085_389, AK085_393, AK085_449, AK106_569, AK086_066, AK086_064, AK086_068, AK086_071, AK086_104, AK086_110, AK086_112, AK086_115, AK086_118, AK086_120, AK086_121, AK086_124, AK086_175, AK086_178, AK021_019, AK086_187, AK086_188, AK086_198, AK050_541, AK086_190, AK086_196, AK086_202, AK086_209, AK086_211, AK086_212, AK086_214, AK086_215, AK086_217, AK086_227, AK086_229, AK086_230, AK086_232, AK086_245, AK086_274, AK086_283, AK086_286, AK086_287, AK086_331, AK086_320, AK086_321, AK086_323, AK086_324, AK022_339, AK022_565, AK086_426, AK086_472, AK086_485, AK108_045, AK086_476, AK086_478, AK086_479, AK086_486, AK086_504, AK086_505, AK086_487, AK086_570, AK107_002, AK087_227, AK087_231, AK087_349, AK087_496, AK087_554, AK087_551, AK095_232, AK087_562, AK087_574, AK088_282, AK088_308, AK061_192, AK107_043, AK088_496, AK088_497, AK026_374, AK026_373, AK026_372, AK026_282, AK088_526, AK088_549, AK089_097, AK089_095, AK089_096, AK069_159, AK089_116, AK107_054, AK089_234, AK089_235, AK089_237, AK089_262, AK089_321, AK089_291, AK089_346, AK089_319, AK089_365, AK089_366, AK089_367, AK089_368, AK089_371, AK089_484, AK089_499, AK090_006, AK090_012, AK090_014, AK090_016, AK090_130, AK090_135, AK090_153, AK090_176, AK090_177, AK107_116, AK090_428, AK090_483, AK090_497, AK090_566, AK091_007, AK091_169, AK091_345, AK091_352, AK091_355, AK091_357, AK091_358, AK091_359, AK091_407, AK091_410, AK091_411, AK091_510, AK091_525, AK092_026, AK092_068, AK002_420, AK002_419, AK092_209, AK092_213, AK092_219, AK092_220, AK092_221, AK092_222, AK092_225, AK092_250, AK032_568, AK092_300, AK041_087, AK041_203, AK041_219, AK041_234, AK041_311, AK041_323, AK041_324, AK041_326, AK041_329, AK041_332, AK041_472, AK041_534, AK041_554, AK041_604, AK041_587, AK041_588, AK041_274, AK041_279, AK074_041, AK107_268, AK107_272, AK092_386, AK092_387, AK092_554, AK092_555, AK092_574, AK092_576, AK093_063, AK093_083, AK093_096, AK093_273, AK093_325, AK093_337, AK093_338, AK117_539, AK093_346, AK093_377, AK093_378, AK093_455, AK093_461, AK096_546, AK096_547, AK096_548, AK096_554, AK096_556, AK093_531, AK093_564, AK093_567, AK094_117, AK094_146, AK094_167, AK107_390, AK107_391, AK107_393, AK107_407, AK094_240, AK094_261, AK094_264, AK094_294, AK094_296, AK094_347, AK094_349, AK094_348, AK094_350, AK094_351, AK094_485, AK094_486, AK094_489, AK094_496, AK094_497, AK094_504, AK107_453, AK107_460, AK095_103, AK095_120, AK095_151, AK095_230, AK095_231, AK095_233, AK034_491, AK107_502, AK107_501, AK095_410, AK095_411, AK081_122, AK001_085, AK095_449, AK107_518, AK107_519, AK107_524, AK001_011, AK107_533, AK001_019, AK001_036, AK096_297, AK096_298, AK096_301, AK096_305, AK096_304, AK096_309, AK069_411, AK001_079, AK069_462, AK069_468, AK001_080, AK001_083, AK001_087, AK035_428, AK069_499, AK097_105, AK097_112, AK097_114, AK097_131, AK097_183, AK097_281, AK097_338, AK097_350, AK097_356, AK097_357, AK097_359, AK097_360, AK097_361, AK097_362, AK097_363, AK097_443, AK097_444, AK097_445, AK097_446, AK097_460, AK097_466, AK097_552, AK097_553, AK097_555, AK097_560, AK097_598, AK097_599, AK098_037, AK098_051, AK108_039, AK098_097, AK098_139, AK108_040, AK108_042, AK108_043, AK108_046, AK098_191, AK098_280, AK098_281, AK098_283, AK098_288, AK108_068, AK098_378, AK098_397, AK098_482, AK001_220, AK099_002, AK001_198, AK001_201, AK001_210, AK099_042, AK099_060, AK099_062, AK099_090, AK099_106, AK099_105, AK108_117, AK108_129, AK108_132, AK108_141, AK099_208, AK099_262, AK099_287, AK099_296, AK099_356, AK099_376, AK099_385, AK099_392, AK099_393, AK099_428, AK099_439, AK099_440, AK001_287, AK099_441, AK099_487, AK037_005, AK099_510, AK099_537, AK099_538, AK099_539, AK100_157, AK100_180, AK100_158, AK100_381, AK001_315, AK001_322, AK001_323, AK001_324, AK001_332, AK100_414, AK100_418, AK100_419, AK001_326, AK001_327, AK001_328, AK001_331, AK100_445, AK100_479, AK100_488, AK108_186, AK108_188, AK108_190, AK100_516, AK100_517, AK100_572, AK100_571, AK101_007, AK101_010, AK101_066, AK101_079, AK101_087, AK101_143, AK101_144, AK101_147, AK101_272, AK101_273, AK101_275, AK101_281, AK101_305, AK101_313, AK001_427, AK001_429, AK001_431, AK001_434, AK001_451, AK001_436, AK001_435, AK001_437, AK001_439, AK001_440, AK001_450, AK001_586, AK001_589, AK001_591, AK001_595, AK101_402, AK002_013, AK002_012, AK002_042, AK002_041, AK002_047, AK002_056, AK002_103, AK002_107, AK002_123, AK002_137, AK002_138, AK002_139, AK002_150, AK002_157, AK101_468, AK101_474, AK002_198, AK002_197, AK002_211, AK101_485, AK002_250, AK002_248, AK002_249, AK002_253, AK002_255, AK002_257, AK101_492, AK002_267, AK002_277, AK002_281, AK002_295, AK002_302, AK002_317, AK002_331, AK002_330, AK002_355, AK002_356, AK002_357, AK002_369, AK002_390, AK002_395, AK002_391, AK002_393, AK002_394, AK002_401, AK002_402, AK002_398, AK102_040, AK102_045, AK002_435, AK002_438, AK002_439, AK002_441, AK002_451, AK102_051, AK102_059, AK002_465, AK002_469, AK002_475, AK102_084, AK102_085, AK002_483, AK002_477, AK002_542, AK002_536, AK002_554, AK003_002, AK108_316, AK108_318, AK102_166, AK102_194, AK102_244, AK102_245, AK102_250, AK102_257, AK102_255, AK003_191, AK003_195, AK003_196, AK003_202, AK003_203, AK102_264, AK102_274, AK102_284, AK003_227, AK003_228, AK003_206, AK003_210, AK003_218, AK003_226, AK003_229, AK003_230, AK003_233, AK102_289, AK102_295, AK102_297, AK102_299, AK102_301, AK003_238, AK003_239, AK003_242, AK003_241, AK003_243, AK003_244, AK003_245, AK003_247, AK003_257, AK003_258, AK003_252, AK003_253, AK003_240, AK003_287, AK003_286, AK003_280, AK003_282, AK003_284, AK003_285, AK003_292, AK003_290, AK003_369, AK003_395, AK003_380, AK003_384, AK003_396, AK003_397, AK003_394, AK003_391, AK003_398, AK003_402, AK003_406, AK003_407, AK003_408, AK102_354, AK003_399, AK102_356, AK003_419, AK003_429, AK003_434, AK003_440, AK003_486, AK003_487, AK003_462, AK003_542, AK108_344, AK003_557, AK040_304, AK102_443, AK003_567, AK102_444, AK102_445, AK003_568, AK003_582, AK102_458, AK102_460, AK102_461, AK102_469, AK004_022, AK004_023, AK004_040, AK004_032, AK102_487, AK102_488, AK102_526, AK004_135, AK004_180, AK004_181, AK004_196, AK004_199, AK004_200, AK004_201, AK102_552, AK102_554, AK102_557, AK102_561, AK018_013, AK004_231, AK004_240, AK004_251, AK004_272, AK004_273, AK004_278, AK004_284, AK004_263, AK004_286, AK102_577, AK102_579, AK004_308, AK004_301, AK004_295, AK004_300, AK004_296, AK004_299, AK004_323, AK004_352, AK103_057, AK103_058, AK103_064, AK103_066, AK103_067, AK103_068, AK103_076, AK108_362, AK108_363, AK108_367, AK108_368, AK004_478, AK103_093, AK004_471, AK004_491, AK004_494, AK004_501, AK108_371, AK004_518, AK004_519, AK004_534, AK108_372, AK004_530, AK004_531, AK004_540, AK108_373, AK103_136, AK004_555, AK004_574, AK004_566, AK004_580, AK004_581, AK004_582, AK004_583, AK103_152, AK004_589, AK108_376, AK004_590, AK004_591, AK108_374, AK108_375, AK108_377, AK108_381, AK108_383, AK005_062, AK005_063, AK005_065, AK005_069, AK005_067, AK005_070, AK005_072, AK108_385, AK005_080, AK005_079, AK005_083, AK005_082, AK005_086, AK005_087, AK005_088, AK005_089, AK005_090, AK005_091, AK005_081, AK005_126, AK005_128, AK005_174, AK103_267, AK005_175, AK103_266, AK005_190, AK005_191, AK005_193, AK005_194, AK005_202, AK005_216, AK005_258, AK005_262, AK108_386, AK005_273, AK005_303, AK005_304, AK005_308, AK005_309, AK005_316, AK005_317, AK005_374, AK103_383, AK103_436, AK005_482, AK005_539, AK005_543, AK005_544, AK005_521, AK005_522, AK005_546, AK005_545, AK005_568, AK005_567, AK006_017, AK006_027, AK103_544, AK103_545, AK103_550, AK103_552, AK103_554, AK006_063, AK006_075, AK006_093, AK006_081, AK006_097, AK006_085, AK006_100, AK006_117, AK006_134, AK006_130, AK006_127, AK006_119, AK006_126, AK006_129, AK006_135, AK006_157, AK006_159, AK006_160, AK006_177, AK006_178, AK006_183, AK006_191, AK006_236, AK006_248, AK006_246, AK006_247, AK006_238, AK006_239, AK104_129, AK006_314, AK006_321, AK006_322, AK006_333, AK108_404, AK006_341, AK006_344, AK006_345, AK006_348, AK006_354, AK104_185, AK006_444, AK006_454, AK006_470, AK006_466, AK006_481, AK006_474, AK006_476, AK006_500, AK006_511, AK006_515, AK006_516, AK006_518, AK006_519, AK006_523, AK006_561, AK006_547, AK006_562, AK104_301, AK045_288, AK007_074, AK007_076, AK007_078, AK007_088, AK104_370, AK104_380, AK104_384, AK104_385, AK007_150, AK007_152, AK007_153, AK007_155, AK007_156, AK007_162, AK007_188, AK007_189, AK007_221, AK007_231, AK007_232, AK007_224, AK007_219, AK007_223, AK108_425, AK007_227, AK007_230, AK007_233, AK007_234, AK007_235, AK108_428, AK007_240, AK007_253, AK007_254, AK007_255, AK007_257, AK108_445, AK108_446, AK007_319, AK108_454, AK007_301, AK007_306, AK007_329, AK007_320, AK007_326, AK007_325, AK007_327, AK108_461, AK108_474, AK007_339, AK007_344, AK007_343, AK007_341, AK007_342, AK007_345, AK007_346, AK007_353, AK007_362, AK007_363, AK007_356, AK007_360, AK007_364, AK007_365, AK007_366, AK007_367, AK007_373, AK007_374, AK007_396, AK007_383, AK007_397, AK007_399, AK007_402, AK007_461, AK007_462, AK007_479, AK108_516, AK108_517, AK108_520, AK108_529, AK001_556, AK007_500, AK108_533, AK007_533, AK007_550, AK007_557, AK008_004, AK108_582, AK108_574, AK108_581, AK008_019, AK008_014, AK008_015, AK008_012, AK008_013, AK008_020, AK008_018, AK008_021, AK008_023, AK108_592, AK025_382, AK109_006, AK109_007, AK109_014, AK008_088, AK008_089, AK008_090, AK008_095, AK008_124, AK008_137, AK008_144, AK008_142, AK008_145, AK008_146, AK008_149, AK109_035, AK109_037, AK109_056, AK109_059, AK109_061, AK109_062, AK109_063, AK008_185, AK008_186, AK008_191, AK008_190, AK008_194, AK008_198, AK008_200, AK008_201, AK109_075, AK109_081, AK109_102, AK109_106, AK109_107, AK109_117, AK109_134, AK109_135, AK109_136, AK008_417, AK008_440, AK001_566, AK109_166, AK109_167, AK109_170, AK109_180, AK109_183, AK109_184, AK008_461, AK008_463, AK008_466, AK109_188, AK008_559, AK109_226, AK009_013, AK009_010, AK009_001, AK009_007, AK009_028, AK009_030, AK009_036, AK009_054, AK009_069, AK109_258, AK009_117, AK009_118, AK009_122, AK009_126, AK009_127, AK009_138, AK009_139, AK009_168, AK009_176, AK009_154, AK009_160, AK009_178, AK009_181, AK009_183, AK009_185, AK009_186, AK009_187, AK009_188, AK009_189, AK009_202, AK009_205, AK009_206, AK009_209, AK009_226, AK009_232, AK009_190, AK009_249, AK009_251, AK109_320, AK109_322, AK009_242, AK109_327, AK009_247, AK009_248, AK009_250, AK009_252, AK009_257, AK009_274, AK109_341, AK109_343, AK109_347, AK109_348, AK009_268, AK109_345, AK009_301, AK009_276, AK009_277, AK009_278, AK009_280, AK009_310, AK009_316, AK001_570, AK009_344, AK009_363, AK009_364, AK001_571, AK109_439, AK009_464, AK009_467, AK009_470, AK009_472, AK009_468, AK009_474, AK009_489, AK009_480, AK009_500, AK009_466, AK009_505, AK009_516, AK009_512, AK009_524, AK009_535, AK009_543, AK009_553, AK109_498, AK009_583, AK009_584, AK109_511, AK109_523, AK109_525, AK109_526, AK009_594, AK009_604, AK109_528, AK109_530, AK109_531, AK109_532, AK109_535, AK109_536, AK109_540, AK109_541, AK010_032, AK010_101, AK010_098, AK010_099, AK010_094, AK010_095, AK010_097, AK010_109, AK010_130, AK010_132, AK010_134, AK110_017, AK110_021, AK110_031, AK010_141, AK010_142, AK010_145, AK010_154, 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AK097_139, AK097_175, AK097_140, AK097_160, AK097_154, AK097_156, AK097_204, AK097_193, AK097_191, AK097_364, AK097_365, AK097_366, AK097_367, AK097_370, AK097_373, AK097_375, AK097_437, AK098_024, AK098_029, AK098_159, AK098_398, AK098_395, AK098_420, AK098_432, AK098_600, AK098_601, AK099_181, AK100_038, AK100_376, AK100_377, AK100_443, AK100_444, AK100_502, AK100_503, AK100_505, AK125_084, AK101_238, AK101_239, AK101_309, AK101_400, AK102_014, AK101_602, AK102_060, AK102_450, AK103_012, AK103_386, AK106_247, AK106_192, AK106_369, AK106_414, AK106_421, AK107_006, AK107_102, AK107_559, AK108_054, AK108_249, AK108_313, AK108_314, AK108_361, AK108_420, AK108_552, AK109_085, AK109_190, AK109_204, AK109_317, AK110_027, AK110_032, AK110_030, AK110_174, AK112_271, AK112_306, AK114_021, AK114_022, AK114_604, AK116_196, AK116_358, AK117_115, AK117_557, AK117_554, AK117_558, AK117_600, AK120_042, AK121_124, AK122_142, AK122_346, AK123_045, AK123_046, AK064_601, AK065_024, AK065_018, AK069_426, AK066_023, AK066_092, AK066_166, AK066_218, AK066_219, AK066_224, AK066_228, AK066_229, AK066_272, AK066_276, AK066_285, AK066_292, AK084_248, AK066_294, AK066_349, AK097_358, AK066_393, AK066_296, AK066_306, AK109_533, AK097_136, AK066_446, AK066_571, AK067_002, AK066_539, AK066_540, AK067_063, AK067_086, AK067_107, AK067_108, AK067_109, AK067_077, AK067_174, AK067_175, AK067_179, AK067_183, AK067_186, AK079_483, AK070_254, AK086_285, AK090_033, AK093_361, AK110_147, AK067_396, AK067_422, AK067_417, AK067_445, AK067_539, AK068_059, AK068_069, AK068_083, AK068_091, AK068_129, AK068_132, AK068_149, AK068_248, AK098_396, AK063_412, AK041_269, AK063_523, AK064_027, AK038_574, AK038_596, AK039_170, AK039_175, AK041_263, AK064_263, AK049_368, AK049_570, AK049_571, AK050_149, AK050_192, AK050_475, AK050_587, AK051_326, AK052_227, AK052_146, AK052_237, AK052_354, AK052_435, AK052_361, AK052_305, AK053_485, AK054_054, AK054_055, AK054_056, AK054_059, AK054_064, AK054_066, AK054_072, AK054_073, AK054_106, AK054_123, AK054_138, AK054_253, AK054_304, AK054_305, AK054_306, AK054_307, AK054_309, AK054_310, AK054_326, AK054_327, AK054_485, AK054_486, AK054_487, AK054_469, AK055_097, AK054_570, AK054_571, AK054_597, AK055_123, AK055_217, AK055_223, AK055_248, AK055_247, AK055_370, AK055_371, AK056_084, AK056_418, AK057_095, AK057_587, AK057_589, AK058_303, AK058_306, AK058_417, AK058_420, AK059_066, AK059_069, AK059_073, AK059_092, AK059_120, AK059_155, AK059_156, AK059_302, AK059_402, AK059_463, AK059_561, AK059_570, AK060_092, AK060_093, AK060_095, AK059_513, AK060_104, AK059_536, AK060_113, AK060_135, AK060_143, AK060_281, AK060_436, AK060_460, AK060_477, AK060_478, AK061_054, AK061_119, AK061_131, AK061_314, AK061_422, AK061_423, AK062_040, AK062_041, AK062_042, AK062_053, AK062_141, AK062_173, AK062_411, AK063_227, AK063_236, AK065_340, AK068_461, AK068_491, AK068_577, AK068_578, AK069_196, AK069_544, AK070_164, AK070_449, AK071_046, AK070_498, AK071_002, AK071_217, AK071_227, AK071_581, AK071_596, AK072_081, AK072_154, AK075_598, AK076_442, AK077_050, AK077_253, AK078_442, AK079_005, AK079_018, AK082_006, AK084_300, AK083_465, AK088_589, AK090_423, AK091_462, AK091_575, AK092_479, AK094_215, AK094_440, AK095_291, AK094_492, AK097_339, AK097_368, AK097_369, AK097_371, AK097_374, AK102_180, AK099_143, AK098_531, AK099_157, AK099_177, AK099_299, AK103_063, AK107_553, AK107_459, AK107_554, AK108_138, AK115_137, AK115_138, AK070_078, AK066_053, AK066_394, AK068_542, AK067_078, AK067_255, AK067_305, AK067_526, AK067_545, AK068_087, AK068_422, AK068_429, AK068_476, AK068_557, AK068_558, AK068_572, AK068_591, AK068_592, AK068_593, AK069_033, AK069_144, AK069_145, AK069_146, AK069_147, AK069_148, AK069_153, AK069_156, AK069_172, AK069_173, AK069_174, AK069_190, AK069_261, AK069_396, AK069_536, AK069_569, AK100_048, AK070_253, AK070_345, AK070_361, AK063_076, AK063_059, AK009_372, AK009_356, AK009_357, AK070_385, AK070_400, AK070_425, AK070_459, AK070_499, AK071_050, AK071_060, AK071_081, AK071_160, AK071_196, AK071_198, AK071_251, AK071_331, AK071_294, AK071_296, AK071_297, AK071_301, AK071_303, AK071_304, AK071_305, AK071_306, AK071_307, AK071_308, AK071_309, AK071_325, AK071_326, AK071_419, AK071_583, AK071_584, AK072_016, AK072_152, AK001_587, AK010_575, AK010_577, AK011_511, AK024_380, AK059_469, AK028_271, AK028_272, AK049_124, AK049_199, AK050_298, AK051_600, AK051_237, AK052_512, AK052_515, AK052_142, AK053_172, AK053_220, AK057_393, AK058_142, AK058_400, AK059_451, AK059_452, AK059_473, AK060_369, AK060_421, AK076_055, AK086_125, AK100_557, AK101_005, AK102_061, AK107_004, AK066_012, AK066_271, AK054_075, AK055_155, AK055_242, AK063_034, AK052_306, AK058_443, AK090_427, AK091_323, AK093_432, AK095_101, AK109_041, AK115_178, AK071_061, AK071_231, AK072_178, AK072_216, AK072_217, AK072_219, AK072_220, AK072_231, AK072_263, AK072_348, AK072_272, AK072_271, AK072_274, AK072_294, AK072_295, AK072_331, AK072_349, AK072_351, AK072_357, AK072_377, AK072_387, AK072_393, AK072_394, AK072_399, AK072_409, AK072_456, AK072_507, AK072_511, AK072_531, AK072_532, AK072_544, AK072_548, AK072_554, AK072_558, AK072_560, AK072_564, AK072_579, AK073_173, AK073_459, AK073_460, AK073_461, AK073_387, AK073_401, AK073_503, AK074_178'