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Missing columns + incorrect date value (Good Tables report) #16

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danfowler opened this issue Feb 28, 2017 · 6 comments
Open

Missing columns + incorrect date value (Good Tables report) #16

danfowler opened this issue Feb 28, 2017 · 6 comments

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@danfowler
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danfowler commented Feb 28, 2017

I forked this repository and slightly edited the datapackage.json to remove the schema references which now work differently (http://specs.frictionlessdata.io/tabular-data-resource/). Unfortunately, this involves literally copying the schema across two different resources. This is necessary to use the tools until they catch up to v1 of the specs and support JSON Pointers.

After that, I ran goodtables datapackage datapackage.json (https://github.com/frictionlessdata/goodtables-py) which will test the first 1000 rows. It looks like the [missing-value] errors result from having too few columns (commas) for these rows. It looks like several columns look something like below:

a,b,c
1,2
3,4
5,6

as opposed to:

a,b,c
1,2,
3,4,
5,6,

Finally, on row 991, there is an incorrectly formatted date: -0001-01-03.

There may be more errors like this. This is only for the first 1000 rows.

$ goodtables datapackage datapackage.json

[6,29] [missing-value] Row 6 has a missing value in column 29
[7,29] [missing-value] Row 7 has a missing value in column 29
[8,29] [missing-value] Row 8 has a missing value in column 29
[9,29] [missing-value] Row 9 has a missing value in column 29
[10,29] [missing-value] Row 10 has a missing value in column 29
[11,29] [missing-value] Row 11 has a missing value in column 29
[12,29] [missing-value] Row 12 has a missing value in column 29
[13,29] [missing-value] Row 13 has a missing value in column 29
[14,29] [missing-value] Row 14 has a missing value in column 29
[15,29] [missing-value] Row 15 has a missing value in column 29
[33,29] [missing-value] Row 33 has a missing value in column 29
[150,29] [missing-value] Row 150 has a missing value in column 29
[165,29] [missing-value] Row 165 has a missing value in column 29
[339,29] [missing-value] Row 339 has a missing value in column 29
[356,29] [missing-value] Row 356 has a missing value in column 29
[358,29] [missing-value] Row 358 has a missing value in column 29
[366,29] [missing-value] Row 366 has a missing value in column 29
[370,29] [missing-value] Row 370 has a missing value in column 29
[372,29] [missing-value] Row 372 has a missing value in column 29
[373,29] [missing-value] Row 373 has a missing value in column 29
[405,29] [missing-value] Row 405 has a missing value in column 29
[412,29] [missing-value] Row 412 has a missing value in column 29
[413,29] [missing-value] Row 413 has a missing value in column 29
[414,29] [missing-value] Row 414 has a missing value in column 29
[415,29] [missing-value] Row 415 has a missing value in column 29
[416,29] [missing-value] Row 416 has a missing value in column 29
[417,29] [missing-value] Row 417 has a missing value in column 29
[418,29] [missing-value] Row 418 has a missing value in column 29
[422,29] [missing-value] Row 422 has a missing value in column 29
[424,29] [missing-value] Row 424 has a missing value in column 29
[441,29] [missing-value] Row 441 has a missing value in column 29
[443,29] [missing-value] Row 443 has a missing value in column 29
[444,29] [missing-value] Row 444 has a missing value in column 29
[445,29] [missing-value] Row 445 has a missing value in column 29
[448,29] [missing-value] Row 448 has a missing value in column 29
[458,29] [missing-value] Row 458 has a missing value in column 29
[459,29] [missing-value] Row 459 has a missing value in column 29
[479,29] [missing-value] Row 479 has a missing value in column 29
[480,29] [missing-value] Row 480 has a missing value in column 29
[481,29] [missing-value] Row 481 has a missing value in column 29
[482,29] [missing-value] Row 482 has a missing value in column 29
[483,29] [missing-value] Row 483 has a missing value in column 29
[484,29] [missing-value] Row 484 has a missing value in column 29
[488,29] [missing-value] Row 488 has a missing value in column 29
[492,29] [missing-value] Row 492 has a missing value in column 29
[503,29] [missing-value] Row 503 has a missing value in column 29
[527,29] [missing-value] Row 527 has a missing value in column 29
[529,29] [missing-value] Row 529 has a missing value in column 29
[546,29] [missing-value] Row 546 has a missing value in column 29
[550,29] [missing-value] Row 550 has a missing value in column 29
[552,29] [missing-value] Row 552 has a missing value in column 29
[557,29] [missing-value] Row 557 has a missing value in column 29
[565,29] [missing-value] Row 565 has a missing value in column 29
[572,29] [missing-value] Row 572 has a missing value in column 29
[574,29] [missing-value] Row 574 has a missing value in column 29
[644,29] [missing-value] Row 644 has a missing value in column 29
[645,29] [missing-value] Row 645 has a missing value in column 29
[648,29] [missing-value] Row 648 has a missing value in column 29
[652,29] [missing-value] Row 652 has a missing value in column 29
[655,29] [missing-value] Row 655 has a missing value in column 29
[661,29] [missing-value] Row 661 has a missing value in column 29
[667,29] [missing-value] Row 667 has a missing value in column 29
[670,29] [missing-value] Row 670 has a missing value in column 29
[671,29] [missing-value] Row 671 has a missing value in column 29
[729,29] [missing-value] Row 729 has a missing value in column 29
[730,29] [missing-value] Row 730 has a missing value in column 29
[754,29] [missing-value] Row 754 has a missing value in column 29
[764,29] [missing-value] Row 764 has a missing value in column 29
[766,29] [missing-value] Row 766 has a missing value in column 29
[767,29] [missing-value] Row 767 has a missing value in column 29
[769,29] [missing-value] Row 769 has a missing value in column 29
[773,29] [missing-value] Row 773 has a missing value in column 29
[776,29] [missing-value] Row 776 has a missing value in column 29
[786,29] [missing-value] Row 786 has a missing value in column 29
[837,29] [missing-value] Row 837 has a missing value in column 29
[841,29] [missing-value] Row 841 has a missing value in column 29
[842,29] [missing-value] Row 842 has a missing value in column 29
[844,29] [missing-value] Row 844 has a missing value in column 29
[884,29] [missing-value] Row 884 has a missing value in column 29
[891,29] [missing-value] Row 891 has a missing value in column 29
[892,29] [missing-value] Row 892 has a missing value in column 29
[893,29] [missing-value] Row 893 has a missing value in column 29
[898,29] [missing-value] Row 898 has a missing value in column 29
[899,29] [missing-value] Row 899 has a missing value in column 29
[904,29] [missing-value] Row 904 has a missing value in column 29
[905,29] [missing-value] Row 905 has a missing value in column 29
[918,29] [missing-value] Row 918 has a missing value in column 29
[951,29] [missing-value] Row 951 has a missing value in column 29
[957,29] [missing-value] Row 957 has a missing value in column 29
[960,29] [missing-value] Row 960 has a missing value in column 29
[961,29] [missing-value] Row 961 has a missing value in column 29
[962,29] [missing-value] Row 962 has a missing value in column 29
[965,29] [missing-value] Row 965 has a missing value in column 29
[968,29] [missing-value] Row 968 has a missing value in column 29
[969,29] [missing-value] Row 969 has a missing value in column 29
[973,29] [missing-value] Row 973 has a missing value in column 29
[974,29] [missing-value] Row 974 has a missing value in column 29
[986,29] [missing-value] Row 986 has a missing value in column 29
[987,29] [missing-value] Row 987 has a missing value in column 29
[988,29] [missing-value] Row 988 has a missing value in column 29
[989,29] [missing-value] Row 989 has a missing value in column 29
[991,3] [non-castable-value] Row 991 has non castable value -0001-01-03 in column 3 (type: date, format: default)
[1000,29] [missing-value] Row 1000 has a missing value in column 29
@danfowler danfowler changed the title Good Tables report for first 1000 columns Missing columns + incorrect date value (Good Tables report) Feb 28, 2017
@workergnome
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I've figured out the missing value things. The non-castable value is going to be a problem—we do have to deal with dates BCE.

@workergnome
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Just as a status update, your review has triggered a much-needed and comprehensive review of our export process. Expect new data very soon, now with additional oversight!

@danfowler
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@workergnome that's excellent! Let me know where I can help!

@workergnome
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Hiya, Dan. New data's up, if you want to try your magic data tools on it.

@danfowler
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magic data tools

$ pip install --pre goodtables
$ goodtables datapackage datapackage.json

Based on the following, it looks like the multi-value cell issue (frictionlessdata/datapackage#381) needs to be addressed. This causes the many [enumerable-constraint] errors.

Some rows don't have a date_acquired value. Perhaps this field could be set to optional (i.e. remove 'required': true constraint)?

(collection) legend:collection dan (master)$ goodtables datapackage datapackage.json 
DATASET
=======
{'error-count': 155, 'table-count': 2, 'time': 3.902, 'valid': False}

TABLE [1]
=========
{'datapackage': 'datapackage.json',
 'error-count': 155,
 'headers': ['title',
             'creation_date',
             'creation_date_earliest',
             'creation_date_latest',
             'medium',
             'accession_number',
             'id',
             'credit_line',
             'date_acquired',
             'department',
             'physical_location',
             'item_width',
             'item_height',
             'item_depth',
             'item_diameter',
             'web_url',
             'provenance_text',
             'classification',
             'image_url',
             'artist_id',
             'party_type',
             'full_name',
             'cited_name',
             'role',
             'nationality',
             'birth_date',
             'death_date',
             'birth_place',
             'death_place'],
 'row-count': 1000,
 'source': '/Users/dan/open_knowledge/datasets/collection/cmoa.csv',
 'time': 3.856,
 'valid': False}
---------
[17,21] [enumerable-constraint] The value Person|Person in row 17 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[18,21] [enumerable-constraint] The value Person|Person in row 18 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[19,21] [enumerable-constraint] The value Person|Person in row 19 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[20,21] [enumerable-constraint] The value Person|Person in row 20 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[23,21] [enumerable-constraint] The value Person|Organization in row 23 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[26,21] [enumerable-constraint] The value Person|Organization in row 26 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[27,21] [enumerable-constraint] The value Person|Organization in row 27 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[28,21] [enumerable-constraint] The value Person|Organization in row 28 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[29,21] [enumerable-constraint] The value Person|Organization in row 29 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[30,21] [enumerable-constraint] The value Person|Organization in row 30 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[31,21] [enumerable-constraint] The value Person|Organization in row 31 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[35,21] [enumerable-constraint] The value Person|Person in row 35 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[36,9] [required-constraint] Column 9 is a required field, but row 36 has no value
[37,9] [required-constraint] Column 9 is a required field, but row 37 has no value
[40,21] [enumerable-constraint] The value Person|Organization in row 40 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[92,21] [enumerable-constraint] The value Person|Person in row 92 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[99,21] [enumerable-constraint] The value Person|Person in row 99 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[100,9] [required-constraint] Column 9 is a required field, but row 100 has no value
[101,9] [required-constraint] Column 9 is a required field, but row 101 has no value
[102,9] [required-constraint] Column 9 is a required field, but row 102 has no value
[103,9] [required-constraint] Column 9 is a required field, but row 103 has no value
[104,9] [required-constraint] Column 9 is a required field, but row 104 has no value
[129,21] [enumerable-constraint] The value Person|Organization in row 129 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[130,21] [enumerable-constraint] The value Person|Organization|Organization in row 130 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[133,21] [enumerable-constraint] The value Collaboration in row 133 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[160,21] [enumerable-constraint] The value Person|Person in row 160 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[180,21] [enumerable-constraint] The value Organization|Person|Person in row 180 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[181,21] [enumerable-constraint] The value Organization|Person|Person in row 181 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[182,21] [enumerable-constraint] The value Organization|Person|Organization in row 182 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[183,21] [enumerable-constraint] The value Organization|Person|Person|Organization in row 183 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[184,21] [enumerable-constraint] The value Organization|Person|Organization in row 184 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[185,21] [enumerable-constraint] The value Organization|Person|Person|Organization in row 185 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[186,21] [enumerable-constraint] The value Organization|Person|Person|Organization in row 186 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[187,21] [enumerable-constraint] The value Organization|Person|Person in row 187 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[188,21] [enumerable-constraint] The value Organization|Person|Person in row 188 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[189,21] [enumerable-constraint] The value Organization|Person|Person in row 189 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[190,21] [enumerable-constraint] The value Organization|Person|Person in row 190 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[191,21] [enumerable-constraint] The value Organization|Person|Person in row 191 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[192,21] [enumerable-constraint] The value Organization|Person|Person in row 192 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[193,21] [enumerable-constraint] The value Organization|Person|Organization in row 193 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[194,21] [enumerable-constraint] The value Organization|Person|Person in row 194 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[195,21] [enumerable-constraint] The value Organization|Person|Person|Organization in row 195 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[196,21] [enumerable-constraint] The value Organization|Person|Person|Organization in row 196 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[197,21] [enumerable-constraint] The value Organization|Person|Person|Organization in row 197 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[198,21] [enumerable-constraint] The value Organization|Person|Organization in row 198 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[204,9] [required-constraint] Column 9 is a required field, but row 204 has no value
[206,21] [enumerable-constraint] The value Organization|Person in row 206 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[207,21] [enumerable-constraint] The value Person|Organization in row 207 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[208,21] [enumerable-constraint] The value Organization|Person in row 208 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[209,21] [enumerable-constraint] The value Person|Person|Organization in row 209 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[214,21] [enumerable-constraint] The value Person|Person in row 214 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[218,21] [enumerable-constraint] The value Organization|Person in row 218 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[223,21] [enumerable-constraint] The value Person|Person in row 223 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[225,21] [enumerable-constraint] The value Person|Person in row 225 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[241,21] [enumerable-constraint] The value Person|Person in row 241 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[243,21] [enumerable-constraint] The value Person|Organization in row 243 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[244,21] [enumerable-constraint] The value Person|Organization in row 244 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[245,21] [enumerable-constraint] The value Person|Organization in row 245 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[246,21] [enumerable-constraint] The value Person|Organization in row 246 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[247,21] [enumerable-constraint] The value Person|Organization in row 247 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[248,21] [enumerable-constraint] The value Person|Organization in row 248 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[249,21] [enumerable-constraint] The value Person|Organization in row 249 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[250,21] [enumerable-constraint] The value Person|Organization in row 250 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[258,21] [enumerable-constraint] The value Person|Person in row 258 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[259,21] [enumerable-constraint] The value Person|Person in row 259 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[260,21] [enumerable-constraint] The value Person|Person in row 260 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[262,21] [enumerable-constraint] The value Person|Person in row 262 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[270,21] [enumerable-constraint] The value Person|Organization in row 270 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[327,21] [enumerable-constraint] The value Person|Organization in row 327 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[333,21] [enumerable-constraint] The value Person|Organization in row 333 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[359,21] [enumerable-constraint] The value Person|Person in row 359 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[406,21] [enumerable-constraint] The value Person|Person|Organization in row 406 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[414,21] [enumerable-constraint] The value Person|Person in row 414 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[415,21] [enumerable-constraint] The value Person|Person|Person in row 415 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[416,21] [enumerable-constraint] The value Person|Person|Person in row 416 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[421,21] [enumerable-constraint] The value Person|Person in row 421 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[422,21] [enumerable-constraint] The value Person|Person in row 422 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[423,21] [enumerable-constraint] The value Person|Person|Person|Person in row 423 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[428,21] [enumerable-constraint] The value Person|Person in row 428 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[563,21] [enumerable-constraint] The value Person|Organization in row 563 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[564,21] [enumerable-constraint] The value Person|Organization in row 564 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[593,21] [enumerable-constraint] The value Person|Organization in row 593 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[595,21] [enumerable-constraint] The value Person|Person in row 595 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[623,21] [enumerable-constraint] The value Person|Person|Organization in row 623 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[626,21] [enumerable-constraint] The value Person|Organization in row 626 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[628,21] [enumerable-constraint] The value Person|Person in row 628 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[647,21] [enumerable-constraint] The value Person|Organization in row 647 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[660,21] [enumerable-constraint] The value Person|Person in row 660 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[661,21] [enumerable-constraint] The value Person|Person in row 661 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[740,21] [enumerable-constraint] The value Person|Person in row 740 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[750,21] [enumerable-constraint] The value Person|Person in row 750 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[762,9] [required-constraint] Column 9 is a required field, but row 762 has no value
[771,21] [enumerable-constraint] The value Person|Person in row 771 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[774,21] [enumerable-constraint] The value Organization|Organization in row 774 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[775,21] [enumerable-constraint] The value Organization|Organization in row 775 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[776,21] [enumerable-constraint] The value Organization|Organization in row 776 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[777,21] [enumerable-constraint] The value Organization|Organization in row 777 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[778,21] [enumerable-constraint] The value Organization|Organization in row 778 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[779,21] [enumerable-constraint] The value Organization|Organization in row 779 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[780,21] [enumerable-constraint] The value Organization|Organization in row 780 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[781,21] [enumerable-constraint] The value Organization|Organization in row 781 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[782,21] [enumerable-constraint] The value Organization|Organization in row 782 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[783,21] [enumerable-constraint] The value Organization|Organization in row 783 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[784,21] [enumerable-constraint] The value Organization|Organization in row 784 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[785,21] [enumerable-constraint] The value Organization|Organization in row 785 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[786,21] [enumerable-constraint] The value Organization|Organization in row 786 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[787,21] [enumerable-constraint] The value Organization|Organization in row 787 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[788,21] [enumerable-constraint] The value Organization|Organization in row 788 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[789,21] [enumerable-constraint] The value Organization|Organization in row 789 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[811,21] [enumerable-constraint] The value Organization|Organization in row 811 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[816,21] [enumerable-constraint] The value Person|Organization in row 816 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[817,21] [enumerable-constraint] The value Person|Organization in row 817 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[820,21] [enumerable-constraint] The value Person|Organization|Organization in row 820 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[824,21] [enumerable-constraint] The value Person|Person in row 824 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[825,21] [enumerable-constraint] The value Person|Person in row 825 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[826,21] [enumerable-constraint] The value Person|Person in row 826 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[827,21] [enumerable-constraint] The value Person|Person in row 827 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[828,21] [enumerable-constraint] The value Person|Person in row 828 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[829,21] [enumerable-constraint] The value Person|Person in row 829 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[832,21] [enumerable-constraint] The value Person|Organization in row 832 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[835,21] [enumerable-constraint] The value Person|Organization in row 835 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[836,21] [enumerable-constraint] The value Person|Organization in row 836 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[838,21] [enumerable-constraint] The value Person|Organization in row 838 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[859,3] [non-castable-value] Row 859 has non castable value -0001-01-03 in column 3 (type: date, format: default)
[861,21] [enumerable-constraint] The value Person|Organization in row 861 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[862,21] [enumerable-constraint] The value Person|Organization in row 862 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[865,9] [required-constraint] Column 9 is a required field, but row 865 has no value
[866,21] [enumerable-constraint] The value Person|Organization in row 866 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[868,21] [enumerable-constraint] The value Person|Person|Organization in row 868 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[875,21] [enumerable-constraint] The value Person|Person in row 875 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[878,21] [enumerable-constraint] The value Person|Organization in row 878 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[879,21] [enumerable-constraint] The value Person|Organization in row 879 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[908,9] [required-constraint] Column 9 is a required field, but row 908 has no value
[908,21] [enumerable-constraint] The value Person|Person in row 908 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[909,9] [required-constraint] Column 9 is a required field, but row 909 has no value
[910,9] [required-constraint] Column 9 is a required field, but row 910 has no value
[911,9] [required-constraint] Column 9 is a required field, but row 911 has no value
[912,9] [required-constraint] Column 9 is a required field, but row 912 has no value
[917,21] [enumerable-constraint] The value Person|Organization in row 917 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[918,21] [enumerable-constraint] The value Person|Organization in row 918 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[919,21] [enumerable-constraint] The value Person|Organization in row 919 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[920,21] [enumerable-constraint] The value Person|Organization in row 920 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[921,21] [enumerable-constraint] The value Person|Organization in row 921 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[922,21] [enumerable-constraint] The value Person|Organization in row 922 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[923,21] [enumerable-constraint] The value Person|Organization in row 923 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[924,21] [enumerable-constraint] The value Person|Organization in row 924 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[928,21] [enumerable-constraint] The value Person|Organization in row 928 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[929,21] [enumerable-constraint] The value Person|Organization in row 929 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[931,21] [enumerable-constraint] The value Person|Organization in row 931 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[942,21] [enumerable-constraint] The value Person|Organization in row 942 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[943,21] [enumerable-constraint] The value Person|Organization in row 943 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[954,21] [enumerable-constraint] The value Collaboration in row 954 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[998,21] [enumerable-constraint] The value Person|Organization in row 998 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[999,21] [enumerable-constraint] The value Person|Organization in row 999 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']
[1000,21] [enumerable-constraint] The value Person|Organization in row 1000 and column 21 does not conform to the given enumeration: ['Organization', 'Person', ' Collaboration']

TABLE [2]
=========
{'datapackage': 'datapackage.json',
 'error-count': 0,
 'headers': ['title',
             'creation_date',
             'creation_date_earliest',
             'creation_date_latest',
             'medium',
             'accession_number',
             'id',
             'credit_line',
             'date_acquired',
             'department',
             'physical_location',
             'item_width',
             'item_height',
             'item_depth',
             'item_diameter',
             'web_url',
             'provenance_text',
             'classification',
             'image_url',
             'artist_id',
             'party_type',
             'full_name',
             'cited_name',
             'role',
             'nationality',
             'birth_date',
             'death_date',
             'birth_place',
             'death_place'],
 'row-count': 1000,
 'source': '/Users/dan/open_knowledge/datasets/collection/teenie.csv',
 'time': 3.805,
 'valid': True}

@workergnome
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So interesting.

So, date_acquired (which is, as you might guess, the date that we acquired the work) is, in fact, a required field. 650 works in our collection don't have one of those, which means that we're now going back and fixing those records.

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