publicpurse.ie
Ireland has been collecting record levels of tax and spending more than ever yet we have no idea where the money is going. Public Purse has been setup to try and index every line item of government expenditure.
Browse spending by organisation. Tap the transparency score to see how it is calculated.
24 of 57 publications are not machine-readable
105 of 14169 lack meaningful descriptions
only 3156 unique descriptions out of 14169 records
750 of 14169 missing supplier code
0 of 14169 missing supplier name
49 of 49 publications are not machine-readable
10193 of 32477 lack meaningful descriptions
only 1416 unique descriptions out of 32477 records
918 of 32477 missing supplier code
6 of 32477 missing supplier name
37 of 37 publications are not machine-readable
30 of 980 lack meaningful descriptions
only 164 unique descriptions out of 980 records
980 of 980 missing supplier code
0 of 980 missing supplier name
49 of 49 publications are not machine-readable
1358 of 11209 lack meaningful descriptions
only 833 unique descriptions out of 11209 records
0 of 11209 missing supplier code
0 of 11209 missing supplier name
53 of 53 publications are not machine-readable
294 of 5848 lack meaningful descriptions
only 266 unique descriptions out of 5848 records
5848 of 5848 missing supplier code
0 of 5848 missing supplier name
36 of 42 publications are not machine-readable
6 of 751 lack meaningful descriptions
only 535 unique descriptions out of 751 records
150 of 751 missing supplier code
0 of 751 missing supplier name
28 of 35 publications are not machine-readable
12 of 488 lack meaningful descriptions
only 285 unique descriptions out of 488 records
488 of 488 missing supplier code
0 of 488 missing supplier name
41 of 41 publications are not machine-readable
2 of 2614 lack meaningful descriptions
only 119 unique descriptions out of 2614 records
2614 of 2614 missing supplier code
0 of 2614 missing supplier name
18 of 21 publications are not machine-readable
1 of 355 lack meaningful descriptions
only 58 unique descriptions out of 355 records
355 of 355 missing supplier code
0 of 355 missing supplier name
56 of 58 publications are not machine-readable
6 of 1277 lack meaningful descriptions
only 1191 unique descriptions out of 1277 records
0 of 1277 missing supplier code
0 of 1277 missing supplier name
48 of 48 publications are not machine-readable
292 of 3964 lack meaningful descriptions
only 2277 unique descriptions out of 3964 records
3964 of 3964 missing supplier code
28 of 3964 missing supplier name
11 of 14 publications are not machine-readable
2 of 9163 lack meaningful descriptions
only 110 unique descriptions out of 9163 records
0 of 9163 missing supplier code
0 of 9163 missing supplier name
46 of 52 publications are not machine-readable
13 of 1713 lack meaningful descriptions
only 614 unique descriptions out of 1713 records
0 of 1713 missing supplier code
0 of 1713 missing supplier name
31 of 34 publications are not machine-readable
2 of 244 lack meaningful descriptions
only 208 unique descriptions out of 244 records
19 of 244 missing supplier code
0 of 244 missing supplier name
51 of 55 publications are not machine-readable
3 of 3494 lack meaningful descriptions
only 80 unique descriptions out of 3494 records
0 of 3494 missing supplier code
0 of 3494 missing supplier name
33 of 33 publications are not machine-readable
5 of 2917 lack meaningful descriptions
only 695 unique descriptions out of 2917 records
0 of 2917 missing supplier code
0 of 2917 missing supplier name
50 of 54 publications are not machine-readable
6 of 3021 lack meaningful descriptions
only 1077 unique descriptions out of 3021 records
0 of 3021 missing supplier code
0 of 3021 missing supplier name
12 of 12 publications are not machine-readable
0 of 233 lack meaningful descriptions
only 212 unique descriptions out of 233 records
0 of 233 missing supplier code
0 of 233 missing supplier name
46 of 51 publications are not machine-readable
76 of 265 lack meaningful descriptions
only 148 unique descriptions out of 265 records
127 of 265 missing supplier code
0 of 265 missing supplier name
8 of 8 publications are not machine-readable
0 of 56 lack meaningful descriptions
only 11 unique descriptions out of 56 records
0 of 56 missing supplier code
0 of 56 missing supplier name
18 of 18 publications are not machine-readable
757 of 35090 lack meaningful descriptions
only 755 unique descriptions out of 35090 records
0 of 35090 missing supplier code
0 of 35090 missing supplier name
0 of 40 publications are not machine-readable
0 of 661 lack meaningful descriptions
only 1 unique description out of 661 records
661 of 661 missing supplier code
0 of 661 missing supplier name
8 of 8 publications are not machine-readable
0 of 2191 lack meaningful descriptions
only 133 unique descriptions out of 2191 records
989 of 2191 missing supplier code
0 of 2191 missing supplier name
23 of 23 publications are not machine-readable
87 of 2439 lack meaningful descriptions
only 339 unique descriptions out of 2439 records
2439 of 2439 missing supplier code
0 of 2439 missing supplier name
33 of 33 publications are not machine-readable
0 of 4749 lack meaningful descriptions
only 24 unique descriptions out of 4749 records
4749 of 4749 missing supplier code
0 of 4749 missing supplier name
27 of 34 publications are not machine-readable
109 of 5344 lack meaningful descriptions
only 152 unique descriptions out of 5344 records
5344 of 5344 missing supplier code
0 of 5344 missing supplier name
54 of 54 publications are not machine-readable
548 of 12138 lack meaningful descriptions
only 664 unique descriptions out of 12138 records
12138 of 12138 missing supplier code
0 of 12138 missing supplier name
0 of 38 publications are not machine-readable
239 of 30947 lack meaningful descriptions
only 1047 unique descriptions out of 30947 records
30947 of 30947 missing supplier code
0 of 30947 missing supplier name
31 of 32 publications are not machine-readable
60 of 6188 lack meaningful descriptions
only 121 unique descriptions out of 6188 records
6188 of 6188 missing supplier code
0 of 6188 missing supplier name
21 of 21 publications are not machine-readable
3 of 2896 lack meaningful descriptions
only 96 unique descriptions out of 2896 records
2896 of 2896 missing supplier code
0 of 2896 missing supplier name
5 of 5 publications are not machine-readable
11 of 604 lack meaningful descriptions
only 82 unique descriptions out of 604 records
604 of 604 missing supplier code
0 of 604 missing supplier name
32 of 32 publications are not machine-readable
117 of 5441 lack meaningful descriptions
only 579 unique descriptions out of 5441 records
5441 of 5441 missing supplier code
0 of 5441 missing supplier name
31 of 33 publications are not machine-readable
48 of 2068 lack meaningful descriptions
only 171 unique descriptions out of 2068 records
2068 of 2068 missing supplier code
0 of 2068 missing supplier name
53 of 53 publications are not machine-readable
112 of 8167 lack meaningful descriptions
only 93 unique descriptions out of 8167 records
8167 of 8167 missing supplier code
0 of 8167 missing supplier name
0 of 47 publications are not machine-readable
324 of 5067 lack meaningful descriptions
only 343 unique descriptions out of 5067 records
3830 of 5067 missing supplier code
1 of 5067 missing supplier name
18 of 18 publications are not machine-readable
0 of 1624 lack meaningful descriptions
only 268 unique descriptions out of 1624 records
1624 of 1624 missing supplier code
0 of 1624 missing supplier name
26 of 26 publications are not machine-readable
0 of 1997 lack meaningful descriptions
only 107 unique descriptions out of 1997 records
1997 of 1997 missing supplier code
0 of 1997 missing supplier name
1 of 1 publications are not machine-readable
4 of 171 lack meaningful descriptions
only 46 unique descriptions out of 171 records
171 of 171 missing supplier code
0 of 171 missing supplier name
16 of 16 publications are not machine-readable
0 of 1259 lack meaningful descriptions
only 30 unique descriptions out of 1259 records
1259 of 1259 missing supplier code
0 of 1259 missing supplier name
17 of 17 publications are not machine-readable
0 of 2533 lack meaningful descriptions
only 170 unique descriptions out of 2533 records
2208 of 2533 missing supplier code
0 of 2533 missing supplier name
53 of 53 publications are not machine-readable
19 of 8508 lack meaningful descriptions
only 357 unique descriptions out of 8508 records
0 of 8508 missing supplier code
0 of 8508 missing supplier name
0 of 53 publications are not machine-readable
20 of 6919 lack meaningful descriptions
only 142 unique descriptions out of 6919 records
1 of 6919 missing supplier code
0 of 6919 missing supplier name
0 of 55 publications are not machine-readable
48 of 3787 lack meaningful descriptions
only 512 unique descriptions out of 3787 records
3787 of 3787 missing supplier code
0 of 3787 missing supplier name
16 of 16 publications are not machine-readable
3 of 1250 lack meaningful descriptions
only 540 unique descriptions out of 1250 records
506 of 1250 missing supplier code
0 of 1250 missing supplier name
26 of 31 publications are not machine-readable
1 of 2184 lack meaningful descriptions
only 402 unique descriptions out of 2184 records
2184 of 2184 missing supplier code
0 of 2184 missing supplier name
16 of 16 publications are not machine-readable
1 of 1383 lack meaningful descriptions
only 112 unique descriptions out of 1383 records
1342 of 1383 missing supplier code
0 of 1383 missing supplier name
0 of 32 publications are not machine-readable
63 of 6470 lack meaningful descriptions
only 36 unique descriptions out of 6470 records
0 of 6470 missing supplier code
0 of 6470 missing supplier name
35 of 35 publications are not machine-readable
22 of 6848 lack meaningful descriptions
only 325 unique descriptions out of 6848 records
6848 of 6848 missing supplier code
0 of 6848 missing supplier name
46 of 46 publications are not machine-readable
10 of 3194 lack meaningful descriptions
only 66 unique descriptions out of 3194 records
0 of 3194 missing supplier code
0 of 3194 missing supplier name
54 of 54 publications are not machine-readable
138 of 3775 lack meaningful descriptions
only 632 unique descriptions out of 3775 records
3410 of 3775 missing supplier code
0 of 3775 missing supplier name
0 of 50 publications are not machine-readable
30 of 6277 lack meaningful descriptions
only 373 unique descriptions out of 6277 records
6277 of 6277 missing supplier code
0 of 6277 missing supplier name
0 of 42 publications are not machine-readable
14 of 5529 lack meaningful descriptions
only 657 unique descriptions out of 5529 records
5529 of 5529 missing supplier code
0 of 5529 missing supplier name
17 of 17 publications are not machine-readable
53 of 1704 lack meaningful descriptions
only 336 unique descriptions out of 1704 records
32 of 1704 missing supplier code
0 of 1704 missing supplier name
16 of 16 publications are not machine-readable
47 of 737 lack meaningful descriptions
only 226 unique descriptions out of 737 records
737 of 737 missing supplier code
0 of 737 missing supplier name
10 of 15 publications are not machine-readable
55 of 855 lack meaningful descriptions
only 170 unique descriptions out of 855 records
0 of 855 missing supplier code
0 of 855 missing supplier name
29 of 29 publications are not machine-readable
1 of 369 lack meaningful descriptions
only 100 unique descriptions out of 369 records
0 of 369 missing supplier code
0 of 369 missing supplier name
7 of 7 publications are not machine-readable
88 of 469 lack meaningful descriptions
only 145 unique descriptions out of 469 records
469 of 469 missing supplier code
0 of 469 missing supplier name
16 of 16 publications are not machine-readable
51 of 657 lack meaningful descriptions
only 171 unique descriptions out of 657 records
657 of 657 missing supplier code
174 of 657 missing supplier name
6 of 6 publications are not machine-readable
5 of 122 lack meaningful descriptions
only 31 unique descriptions out of 122 records
0 of 122 missing supplier code
0 of 122 missing supplier name
36 of 38 publications are not machine-readable
35 of 1217 lack meaningful descriptions
only 592 unique descriptions out of 1217 records
422 of 1217 missing supplier code
0 of 1217 missing supplier name
41 of 41 publications are not machine-readable
1139 of 1348 lack meaningful descriptions
only 193 unique descriptions out of 1348 records
1022 of 1348 missing supplier code
0 of 1348 missing supplier name
33 of 41 publications are not machine-readable
27 of 1127 lack meaningful descriptions
only 718 unique descriptions out of 1127 records
681 of 1127 missing supplier code
0 of 1127 missing supplier name
47 of 53 publications are not machine-readable
48 of 1691 lack meaningful descriptions
only 1106 unique descriptions out of 1691 records
211 of 1691 missing supplier code
0 of 1691 missing supplier name
51 of 51 publications are not machine-readable
71 of 1469 lack meaningful descriptions
only 995 unique descriptions out of 1469 records
267 of 1469 missing supplier code
0 of 1469 missing supplier name
10 of 42 publications are not machine-readable
89 of 2338 lack meaningful descriptions
only 688 unique descriptions out of 2338 records
2338 of 2338 missing supplier code
0 of 2338 missing supplier name
22 of 22 publications are not machine-readable
1422 of 1422 lack meaningful descriptions
only 1 unique description out of 1422 records
0 of 1422 missing supplier code
0 of 1422 missing supplier name
42 of 42 publications are not machine-readable
68 of 1966 lack meaningful descriptions
only 152 unique descriptions out of 1966 records
1966 of 1966 missing supplier code
0 of 1966 missing supplier name
14 of 14 publications are not machine-readable
13 of 1150 lack meaningful descriptions
only 207 unique descriptions out of 1150 records
1150 of 1150 missing supplier code
0 of 1150 missing supplier name
3 of 3 publications are not machine-readable
0 of 830 lack meaningful descriptions
only 74 unique descriptions out of 830 records
830 of 830 missing supplier code
830 of 830 missing supplier name
15 of 15 publications are not machine-readable
6 of 1264 lack meaningful descriptions
only 107 unique descriptions out of 1264 records
1264 of 1264 missing supplier code
0 of 1264 missing supplier name
20 of 20 publications are not machine-readable
0 of 2273 lack meaningful descriptions
only 1 unique description out of 2273 records
0 of 2273 missing supplier code
0 of 2273 missing supplier name
0 of 18 publications are not machine-readable
0 of 1156 lack meaningful descriptions
only 1 unique description out of 1156 records
0 of 1156 missing supplier code
0 of 1156 missing supplier name
0 of 3 publications are not machine-readable
6 of 59 lack meaningful descriptions
only 20 unique descriptions out of 59 records
59 of 59 missing supplier code
59 of 59 missing supplier name
4 of 4 publications are not machine-readable
0 of 4 lack meaningful descriptions
only 2 unique descriptions out of 4 records
4 of 4 missing supplier code
0 of 4 missing supplier name
7 of 7 publications are not machine-readable
4 of 94 lack meaningful descriptions
only 90 unique descriptions out of 94 records
94 of 94 missing supplier code
0 of 94 missing supplier name
24 of 24 publications are not machine-readable
252 of 900 lack meaningful descriptions
only 122 unique descriptions out of 900 records
35 of 900 missing supplier code
0 of 900 missing supplier name
6 of 6 publications are not machine-readable
3 of 41 lack meaningful descriptions
only 27 unique descriptions out of 41 records
16 of 41 missing supplier code
0 of 41 missing supplier name
39 of 39 publications are not machine-readable
791 of 5030 lack meaningful descriptions
only 887 unique descriptions out of 5030 records
0 of 5030 missing supplier code
0 of 5030 missing supplier name
14 of 14 publications are not machine-readable
0 of 33 lack meaningful descriptions
only 28 unique descriptions out of 33 records
33 of 33 missing supplier code
0 of 33 missing supplier name
8 of 8 publications are not machine-readable
0 of 899 lack meaningful descriptions
only 15 unique descriptions out of 899 records
0 of 899 missing supplier code
0 of 899 missing supplier name
11 of 11 publications are not machine-readable
56 of 256 lack meaningful descriptions
only 126 unique descriptions out of 256 records
62 of 256 missing supplier code
0 of 256 missing supplier name
41 of 41 publications are not machine-readable
14 of 5088 lack meaningful descriptions
only 2920 unique descriptions out of 5088 records
0 of 5088 missing supplier code
0 of 5088 missing supplier name
17 of 17 publications are not machine-readable
1537 of 1628 lack meaningful descriptions
only 2 unique descriptions out of 1628 records
1628 of 1628 missing supplier code
0 of 1628 missing supplier name
36 of 36 publications are not machine-readable
0 of 1173 lack meaningful descriptions
only 224 unique descriptions out of 1173 records
0 of 1173 missing supplier code
0 of 1173 missing supplier name
28 of 28 publications are not machine-readable
1 of 177 lack meaningful descriptions
only 129 unique descriptions out of 177 records
0 of 177 missing supplier code
0 of 177 missing supplier name
33 of 33 publications are not machine-readable
0 of 78 lack meaningful descriptions
only 1 unique description out of 78 records
78 of 78 missing supplier code
0 of 78 missing supplier name
40 of 40 publications are not machine-readable
2 of 273 lack meaningful descriptions
only 173 unique descriptions out of 273 records
273 of 273 missing supplier code
0 of 273 missing supplier name
30 of 30 publications are not machine-readable
15 of 530 lack meaningful descriptions
only 81 unique descriptions out of 530 records
530 of 530 missing supplier code
0 of 530 missing supplier name
13 of 13 publications are not machine-readable
42 of 352 lack meaningful descriptions
only 26 unique descriptions out of 352 records
352 of 352 missing supplier code
0 of 352 missing supplier name
37 of 37 publications are not machine-readable
602 of 845 lack meaningful descriptions
only 41 unique descriptions out of 845 records
845 of 845 missing supplier code
0 of 845 missing supplier name
54 of 54 publications are not machine-readable
1 of 312 lack meaningful descriptions
only 189 unique descriptions out of 312 records
0 of 312 missing supplier code
0 of 312 missing supplier name
34 of 34 publications are not machine-readable
36 of 758 lack meaningful descriptions
only 109 unique descriptions out of 758 records
0 of 758 missing supplier code
0 of 758 missing supplier name
14 of 14 publications are not machine-readable
0 of 79 lack meaningful descriptions
only 21 unique descriptions out of 79 records
79 of 79 missing supplier code
0 of 79 missing supplier name
62 of 62 publications are not machine-readable
197 of 197 lack meaningful descriptions
only 1 unique description out of 197 records
197 of 197 missing supplier code
0 of 197 missing supplier name
5 of 5 publications are not machine-readable
0 of 5 lack meaningful descriptions
only 1 unique description out of 5 records
0 of 5 missing supplier code
0 of 5 missing supplier name
3 of 3 publications are not machine-readable
0 of 3 lack meaningful descriptions
only 1 unique description out of 3 records
3 of 3 missing supplier code
0 of 3 missing supplier name
54 of 54 publications are not machine-readable
2 of 287 lack meaningful descriptions
only 257 unique descriptions out of 287 records
287 of 287 missing supplier code
0 of 287 missing supplier name
7 of 7 publications are not machine-readable
0 of 26 lack meaningful descriptions
only 11 unique descriptions out of 26 records
26 of 26 missing supplier code
0 of 26 missing supplier name
22 of 22 publications are not machine-readable
0 of 94 lack meaningful descriptions
only 63 unique descriptions out of 94 records
94 of 94 missing supplier code
0 of 94 missing supplier name
3 of 3 publications are not machine-readable
0 of 10 lack meaningful descriptions
only 9 unique descriptions out of 10 records
10 of 10 missing supplier code
10 of 10 missing supplier name
0 of 14 publications are not machine-readable
0 of 48 lack meaningful descriptions
only 22 unique descriptions out of 48 records
0 of 48 missing supplier code
0 of 48 missing supplier name
24 of 24 publications are not machine-readable
0 of 193 lack meaningful descriptions
only 14 unique descriptions out of 193 records
193 of 193 missing supplier code
193 of 193 missing supplier name
0 of 58 publications are not machine-readable
105 of 4553 lack meaningful descriptions
only 267 unique descriptions out of 4553 records
182 of 4553 missing supplier code
0 of 4553 missing supplier name
11 of 11 publications are not machine-readable
15 of 738 lack meaningful descriptions
only 23 unique descriptions out of 738 records
0 of 738 missing supplier code
0 of 738 missing supplier name
33 of 33 publications are not machine-readable
334 of 358 lack meaningful descriptions
only 45 unique descriptions out of 358 records
23 of 358 missing supplier code
0 of 358 missing supplier name
26 of 26 publications are not machine-readable
0 of 208 lack meaningful descriptions
only 56 unique descriptions out of 208 records
0 of 208 missing supplier code
0 of 208 missing supplier name
5 of 5 publications are not machine-readable
0 of 59 lack meaningful descriptions
only 9 unique descriptions out of 59 records
0 of 59 missing supplier code
0 of 59 missing supplier name
0 of 37 publications are not machine-readable
39 of 383 lack meaningful descriptions
only 28 unique descriptions out of 383 records
383 of 383 missing supplier code
383 of 383 missing supplier name
51 of 51 publications are not machine-readable
0 of 575 lack meaningful descriptions
only 53 unique descriptions out of 575 records
0 of 575 missing supplier code
0 of 575 missing supplier name
38 of 38 publications are not machine-readable
10 of 324 lack meaningful descriptions
only 246 unique descriptions out of 324 records
166 of 324 missing supplier code
0 of 324 missing supplier name
25 of 25 publications are not machine-readable
1 of 100 lack meaningful descriptions
only 13 unique descriptions out of 100 records
100 of 100 missing supplier code
0 of 100 missing supplier name
0 of 1 publications are not machine-readable
9 of 63 lack meaningful descriptions
only 11 unique descriptions out of 63 records
0 of 63 missing supplier code
0 of 63 missing supplier name
54 of 54 publications are not machine-readable
0 of 219 lack meaningful descriptions
only 27 unique descriptions out of 219 records
219 of 219 missing supplier code
0 of 219 missing supplier name
10 of 26 publications are not machine-readable
198 of 2679 lack meaningful descriptions
only 45 unique descriptions out of 2679 records
0 of 2679 missing supplier code
0 of 2679 missing supplier name
2 of 5 publications are not machine-readable
0 of 80 lack meaningful descriptions
only 39 unique descriptions out of 80 records
67 of 80 missing supplier code
0 of 80 missing supplier name
32 of 32 publications are not machine-readable
0 of 69 lack meaningful descriptions
only 7 unique descriptions out of 69 records
12 of 69 missing supplier code
0 of 69 missing supplier name
54 of 54 publications are not machine-readable
0 of 1737 lack meaningful descriptions
only 1737 unique descriptions out of 1737 records
0 of 1737 missing supplier code
0 of 1737 missing supplier name
14 of 14 publications are not machine-readable
0 of 14 lack meaningful descriptions
only 11 unique descriptions out of 14 records
14 of 14 missing supplier code
0 of 14 missing supplier name
8 of 8 publications are not machine-readable
0 of 63 lack meaningful descriptions
only 15 unique descriptions out of 63 records
63 of 63 missing supplier code
0 of 63 missing supplier name
9 of 9 publications are not machine-readable
0 of 26 lack meaningful descriptions
only 26 unique descriptions out of 26 records
26 of 26 missing supplier code
0 of 26 missing supplier name
13 of 13 publications are not machine-readable
0 of 9929 lack meaningful descriptions
only 60 unique descriptions out of 9929 records
0 of 9929 missing supplier code
0 of 9929 missing supplier name
0 of 36 publications are not machine-readable
0 of 412 lack meaningful descriptions
only 24 unique descriptions out of 412 records
412 of 412 missing supplier code
412 of 412 missing supplier name
0 of 4 publications are not machine-readable
0 of 5 lack meaningful descriptions
only 4 unique descriptions out of 5 records
5 of 5 missing supplier code
0 of 5 missing supplier name
8 of 31 publications are not machine-readable
282 of 704 lack meaningful descriptions
only 96 unique descriptions out of 704 records
655 of 704 missing supplier code
0 of 704 missing supplier name
38 of 38 publications are not machine-readable
1 of 1175 lack meaningful descriptions
only 78 unique descriptions out of 1175 records
0 of 1175 missing supplier code
0 of 1175 missing supplier name
54 of 54 publications are not machine-readable
2333 of 2333 lack meaningful descriptions
only 1 unique description out of 2333 records
0 of 2333 missing supplier code
0 of 2333 missing supplier name
6 of 6 publications are not machine-readable
3 of 26 lack meaningful descriptions
only 26 unique descriptions out of 26 records
26 of 26 missing supplier code
0 of 26 missing supplier name
30 of 30 publications are not machine-readable
0 of 85 lack meaningful descriptions
only 54 unique descriptions out of 85 records
0 of 85 missing supplier code
0 of 85 missing supplier name
22 of 22 publications are not machine-readable
42 of 540 lack meaningful descriptions
only 82 unique descriptions out of 540 records
540 of 540 missing supplier code
0 of 540 missing supplier name
11 of 12 publications are not machine-readable
0 of 114 lack meaningful descriptions
only 112 unique descriptions out of 114 records
10 of 114 missing supplier code
0 of 114 missing supplier name
9 of 9 publications are not machine-readable
6 of 172 lack meaningful descriptions
only 61 unique descriptions out of 172 records
0 of 172 missing supplier code
0 of 172 missing supplier name
42 of 42 publications are not machine-readable
40 of 617 lack meaningful descriptions
only 33 unique descriptions out of 617 records
617 of 617 missing supplier code
414 of 617 missing supplier name
1 of 1 publications are not machine-readable
0 of 4 lack meaningful descriptions
only 4 unique descriptions out of 4 records
4 of 4 missing supplier code
0 of 4 missing supplier name
0 of 14 publications are not machine-readable
0 of 120 lack meaningful descriptions
only 112 unique descriptions out of 120 records
2 of 120 missing supplier code
0 of 120 missing supplier name
20 of 20 publications are not machine-readable
28 of 268 lack meaningful descriptions
only 188 unique descriptions out of 268 records
0 of 268 missing supplier code
0 of 268 missing supplier name
0 of 17 publications are not machine-readable
6 of 75 lack meaningful descriptions
only 43 unique descriptions out of 75 records
75 of 75 missing supplier code
0 of 75 missing supplier name
33 of 40 publications are not machine-readable
550 of 583 lack meaningful descriptions
only 22 unique descriptions out of 583 records
583 of 583 missing supplier code
0 of 583 missing supplier name
21 of 21 publications are not machine-readable
1 of 221 lack meaningful descriptions
only 45 unique descriptions out of 221 records
221 of 221 missing supplier code
0 of 221 missing supplier name
44 of 44 publications are not machine-readable
57 of 737 lack meaningful descriptions
only 128 unique descriptions out of 737 records
0 of 737 missing supplier code
0 of 737 missing supplier name
10 of 10 publications are not machine-readable
0 of 48 lack meaningful descriptions
only 35 unique descriptions out of 48 records
48 of 48 missing supplier code
48 of 48 missing supplier name
24 of 24 publications are not machine-readable
1 of 648 lack meaningful descriptions
only 335 unique descriptions out of 648 records
366 of 648 missing supplier code
0 of 648 missing supplier name
14 of 14 publications are not machine-readable
107 of 1198 lack meaningful descriptions
only 74 unique descriptions out of 1198 records
0 of 1198 missing supplier code
0 of 1198 missing supplier name
46 of 46 publications are not machine-readable
132 of 6139 lack meaningful descriptions
only 419 unique descriptions out of 6139 records
0 of 6139 missing supplier code
0 of 6139 missing supplier name
0 of 26 publications are not machine-readable
0 of 4680 lack meaningful descriptions
only 17 unique descriptions out of 4680 records
0 of 4680 missing supplier code
0 of 4680 missing supplier name
3 of 3 publications are not machine-readable
0 of 71 lack meaningful descriptions
only 16 unique descriptions out of 71 records
0 of 71 missing supplier code
0 of 71 missing supplier name
8 of 46 publications are not machine-readable
2295 of 19241 lack meaningful descriptions
only 5059 unique descriptions out of 19241 records
2289 of 19241 missing supplier code
0 of 19241 missing supplier name
32 of 32 publications are not machine-readable
13 of 119 lack meaningful descriptions
only 68 unique descriptions out of 119 records
23 of 119 missing supplier code
0 of 119 missing supplier name
43 of 43 publications are not machine-readable
5 of 240 lack meaningful descriptions
only 79 unique descriptions out of 240 records
240 of 240 missing supplier code
0 of 240 missing supplier name
0 of 21 publications are not machine-readable
16 of 84 lack meaningful descriptions
only 15 unique descriptions out of 84 records
0 of 84 missing supplier code
0 of 84 missing supplier name
25 of 25 publications are not machine-readable
14 of 86 lack meaningful descriptions
only 36 unique descriptions out of 86 records
38 of 86 missing supplier code
0 of 86 missing supplier name
19 of 19 publications are not machine-readable
0 of 57 lack meaningful descriptions
only 57 unique descriptions out of 57 records
0 of 57 missing supplier code
0 of 57 missing supplier name
26 of 26 publications are not machine-readable
2 of 859 lack meaningful descriptions
only 77 unique descriptions out of 859 records
0 of 859 missing supplier code
0 of 859 missing supplier name
28 of 28 publications are not machine-readable
2 of 109 lack meaningful descriptions
only 67 unique descriptions out of 109 records
109 of 109 missing supplier code
0 of 109 missing supplier name
12 of 12 publications are not machine-readable
0 of 38 lack meaningful descriptions
only 23 unique descriptions out of 38 records
20 of 38 missing supplier code
0 of 38 missing supplier name
26 of 26 publications are not machine-readable
0 of 188 lack meaningful descriptions
only 78 unique descriptions out of 188 records
0 of 188 missing supplier code
0 of 188 missing supplier name
2 of 2 publications are not machine-readable
3 of 20 lack meaningful descriptions
only 8 unique descriptions out of 20 records
20 of 20 missing supplier code
0 of 20 missing supplier name
5 of 5 publications are not machine-readable
0 of 68 lack meaningful descriptions
only 16 unique descriptions out of 68 records
68 of 68 missing supplier code
68 of 68 missing supplier name
46 of 46 publications are not machine-readable
2 of 41 lack meaningful descriptions
only 29 unique descriptions out of 41 records
0 of 41 missing supplier code
0 of 41 missing supplier name
6 of 6 publications are not machine-readable
0 of 130 lack meaningful descriptions
only 53 unique descriptions out of 130 records
130 of 130 missing supplier code
0 of 130 missing supplier name
10 of 12 publications are not machine-readable
0 of 475 lack meaningful descriptions
only 28 unique descriptions out of 475 records
475 of 475 missing supplier code
0 of 475 missing supplier name
24 of 24 publications are not machine-readable
83 of 4554 lack meaningful descriptions
only 124 unique descriptions out of 4554 records
0 of 4554 missing supplier code
0 of 4554 missing supplier name
57 of 57 publications are not machine-readable
1432 of 6073 lack meaningful descriptions
only 46 unique descriptions out of 6073 records
0 of 6073 missing supplier code
0 of 6073 missing supplier name
5 of 5 publications are not machine-readable
534 of 534 lack meaningful descriptions
only 1 unique description out of 534 records
534 of 534 missing supplier code
0 of 534 missing supplier name
5 of 5 publications are not machine-readable
0 of 23 lack meaningful descriptions
only 14 unique descriptions out of 23 records
0 of 23 missing supplier code
0 of 23 missing supplier name
0 of 27 publications are not machine-readable
839 of 1213 lack meaningful descriptions
only 101 unique descriptions out of 1213 records
1213 of 1213 missing supplier code
0 of 1213 missing supplier name
23 of 23 publications are not machine-readable
6 of 332 lack meaningful descriptions
only 180 unique descriptions out of 332 records
332 of 332 missing supplier code
1 of 332 missing supplier name
0 of 30 publications are not machine-readable
90 of 108 lack meaningful descriptions
only 15 unique descriptions out of 108 records
18 of 108 missing supplier code
0 of 108 missing supplier name
0 of 17 publications are not machine-readable
162 of 162 lack meaningful descriptions
only 1 unique description out of 162 records
162 of 162 missing supplier code
0 of 162 missing supplier name
18 of 18 publications are not machine-readable
20 of 157 lack meaningful descriptions
only 64 unique descriptions out of 157 records
157 of 157 missing supplier code
0 of 157 missing supplier name
14 of 14 publications are not machine-readable
1 of 27 lack meaningful descriptions
only 24 unique descriptions out of 27 records
0 of 27 missing supplier code
0 of 27 missing supplier name
41 of 41 publications are not machine-readable
255 of 273 lack meaningful descriptions
only 8 unique descriptions out of 273 records
273 of 273 missing supplier code
18 of 273 missing supplier name
21 of 21 publications are not machine-readable
22 of 4179 lack meaningful descriptions
only 400 unique descriptions out of 4179 records
0 of 4179 missing supplier code
0 of 4179 missing supplier name
14 of 14 publications are not machine-readable
111 of 736 lack meaningful descriptions
only 596 unique descriptions out of 736 records
10 of 736 missing supplier code
0 of 736 missing supplier name
24 of 24 publications are not machine-readable
0 of 30 lack meaningful descriptions
only 10 unique descriptions out of 30 records
30 of 30 missing supplier code
0 of 30 missing supplier name
52 of 52 publications are not machine-readable
24 of 3548 lack meaningful descriptions
only 93 unique descriptions out of 3548 records
0 of 3548 missing supplier code
0 of 3548 missing supplier name
4 of 8 publications are not machine-readable
414 of 1842 lack meaningful descriptions
only 114 unique descriptions out of 1842 records
1166 of 1842 missing supplier code
0 of 1842 missing supplier name
80 of 80 publications are not machine-readable
57 of 826 lack meaningful descriptions
only 223 unique descriptions out of 826 records
826 of 826 missing supplier code
4 of 826 missing supplier name
2 of 2 publications are not machine-readable
0 of 121 lack meaningful descriptions
only 58 unique descriptions out of 121 records
121 of 121 missing supplier code
0 of 121 missing supplier name
36 of 36 publications are not machine-readable
398 of 5315 lack meaningful descriptions
only 981 unique descriptions out of 5315 records
5315 of 5315 missing supplier code
0 of 5315 missing supplier name
52 of 52 publications are not machine-readable
62 of 2391 lack meaningful descriptions
only 29 unique descriptions out of 2391 records
2391 of 2391 missing supplier code
0 of 2391 missing supplier name
4 of 4 publications are not machine-readable
1 of 97 lack meaningful descriptions
only 39 unique descriptions out of 97 records
97 of 97 missing supplier code
0 of 97 missing supplier name
3 of 3 publications are not machine-readable
0 of 6 lack meaningful descriptions
only 6 unique descriptions out of 6 records
0 of 6 missing supplier code
0 of 6 missing supplier name
26 of 26 publications are not machine-readable
10 of 201 lack meaningful descriptions
only 69 unique descriptions out of 201 records
201 of 201 missing supplier code
0 of 201 missing supplier name
0 of 22 publications are not machine-readable
0 of 190 lack meaningful descriptions
only 33 unique descriptions out of 190 records
190 of 190 missing supplier code
0 of 190 missing supplier name
22 of 22 publications are not machine-readable
0 of 189 lack meaningful descriptions
only 57 unique descriptions out of 189 records
0 of 189 missing supplier code
0 of 189 missing supplier name
0 of 22 publications are not machine-readable
8 of 7715 lack meaningful descriptions
only 213 unique descriptions out of 7715 records
7715 of 7715 missing supplier code
0 of 7715 missing supplier name
28 of 48 publications are not machine-readable
619 of 24488 lack meaningful descriptions
only 300 unique descriptions out of 24488 records
24488 of 24488 missing supplier code
0 of 24488 missing supplier name
17 of 17 publications are not machine-readable
0 of 73 lack meaningful descriptions
only 5 unique descriptions out of 73 records
73 of 73 missing supplier code
0 of 73 missing supplier name
22 of 22 publications are not machine-readable
6 of 45 lack meaningful descriptions
only 37 unique descriptions out of 45 records
0 of 45 missing supplier code
0 of 45 missing supplier name
28 of 28 publications are not machine-readable
0 of 94 lack meaningful descriptions
only 45 unique descriptions out of 94 records
0 of 94 missing supplier code
0 of 94 missing supplier name
16 of 29 publications are not machine-readable
10 of 730 lack meaningful descriptions
only 166 unique descriptions out of 730 records
730 of 730 missing supplier code
0 of 730 missing supplier name
28 of 28 publications are not machine-readable
20 of 681 lack meaningful descriptions
only 400 unique descriptions out of 681 records
343 of 681 missing supplier code
0 of 681 missing supplier name
7 of 29 publications are not machine-readable
6 of 818 lack meaningful descriptions
only 128 unique descriptions out of 818 records
818 of 818 missing supplier code
0 of 818 missing supplier name