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LinguList/README.md

Created Jan 21, 2020
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Automated Mapping of Metadata to Concepticon

See the blog at https://calc.hypotheses.org for details.

To run the code, just type:

$ python code.py
from cldfcatalog import Config
from csvw.dsv import UnicodeDictReader
from collections import defaultdict
repos = Config.from_file().get_clone('concepticon')
paths = {p.stem.split('-')[1]: p for p in
repos.joinpath('mappings').glob('map-*.tsv')}
mappings = {}
for language, path in paths.items():
mappings[language] = defaultdict(set)
with UnicodeDictReader(path, delimiter='\t') as reader:
for line in reader:
gloss = line['GLOSS'].split('///')[1]
mappings[language][gloss].add(
(line['ID'], int(line['PRIORITY'])))
esdata = defaultdict(list)
with UnicodeDictReader(
'spanish-data.tsv',
delimiter='\t') as reader:
for i, line in enumerate(reader):
# check for direct match
if line['word'] in mappings['es']:
best_match, priority = sorted(
mappings['es'][line['word']],
key=lambda x: x[1])[0]
esdata[best_match] += [[
str(i+1),
line['word'],
line['averageAoA'],
best_match,
priority]]
with open('spanish-data-mapped.tsv', 'w') as f:
f.write('ID\tWORD\tAOA\tCONCEPTICON_ID\tMATCH\n')
for key, lines in esdata.items():
best_line = sorted(
lines,
key=lambda x: x[-1])[0]
best_line[-1] = str(best_line[-1])
f.write('\t'.join(best_line)+'\n')
print('Found {0} direct matches in data.'.format(
len(esdata)))
appdirs==1.4.3
attrs==19.3.0
cdstarcat==1.1.0
certifi==2019.11.28
chardet==3.0.4
cldfbench==1.0.2
cldfcatalog==1.3.0
clldutils==3.5.0
colorlog==4.1.0
csvw==1.6.0
docopt==0.6.2
gitdb2==2.0.6
GitPython==3.0.5
idna==2.8
importlib-metadata==1.4.0
isodate==0.6.0
latexcodec==2.0.0
more-itertools==8.1.0
nameparser==1.0.5
packaging==20.0
pluggy==0.13.1
py==1.8.1
pybtex==0.22.2
pycdstar==1.0.1
pycldf==1.10.0
pyconcepticon==2.5.1
pyparsing==2.4.6
pytest==5.3.4
python-dateutil==2.8.1
PyYAML==5.3
requests==2.22.0
rfc3986==1.3.2
six==1.14.0
smmap2==2.0.5
tabulate==0.8.6
termcolor==1.1.0
Unidecode==1.1.1
uritemplate==3.0.1
urllib3==1.25.7
wcwidth==0.1.8
zipp==2.0.0
ID WORD AOA CONCEPTICON_ID MATCH
2 abajo 2.96 1326 1
9 abeja 4.30 665 2
11 abeto 7.66 1915 1
24 abrir 3.18 1156 3
33 abuela 2.72 1496 1
34 abuelo 2.32 1383 1
61 aceite 5.50 1484 1
80 acostarse 3.96 215 1
139 afeitar 6.76 231 2
143 afilado 6.40 1396 1
179 agua 1.94 948 4
187 águila 5.22 1905 1
189 aguja 4.68 1382 3
190 agujero 4.34 1667 1
194 ahora 4.48 1376 1
197 aire 4.38 27 1
207 albañil 6.46 877 1
234 alfiler 5.74 64 1
237 algodón 5.14 1850 2
247 alimentar 5.10 739 2
252 allí 3.44 1937 1
253 alma 7.16 811 1
260 almohada 4.70 1044 1
261 almuerzo 3.94 768 1
269 alto 3.44 1265 1
274 alumno 5.28 753 1
285 amargo 4.34 887 1
288 amarillo 2.50 1424 4
295 amenazar 8.02 1192 1
312 ampolla 8.46 1584 1
314 anaconda 8.44 896 1
321 ancho 5.79 1243 1
324 ancla 6.08 1870 1
327 andar 3.86 1443 2
339 animal 3.24 619 1
355 antebrazo 8.56 446 1
381 año 3.50 1226 3
386 apagar 3.78 127 3
418 aprender 4.54 504 1
434 aquel 5.10 78 1
439 aquí 2.82 136 1
442 araña 3.32 843 2
445 árbol 2.62 906 7
449 arco 6.34 994 1
451 arder 6.12 1428 2
453 ardilla 3.92 1628 2
456 arena 3.46 671 4
462 armadura 5.98 1061 1
463 armario 3.84 3106 2
464 armas 6.44 951 1
479 arriba 3.56 1591 1
482 arroz 3.68 926 1
484 arrugado 4.80 380 1
511 asesinar 7.44 845 1
530 áspero 7.70 1923 1
1607 corbata 5.76 1917 2
567 atrapar 5.50 1170 1
612 avión 3.62 1597 2
614 avispa 5.44 1517 1
616 ayer 3.94 1174 1
619 ayudar 4.54 1897 1
626 azúcar 3.76 862 1
629 azul 2.78 837 1
637 bailar 4.44 1879 3
643 bajar 4.06 2014 1
644 bajo 4.32 721 1
650 ballena 4.86 957 1
659 banco 6.14 2058 3
663 bandera 5.34 2623 2
674 barato 6.36 1887 1
675 barba 3.36 678 2
690 barrer 4.38 230 3
693 barriga 3.24 1251 3
694 barril 6.90 2548 2
699 báscula 7.62 2783 2
723 beber 2.20 1401 5
724 bebida 4.98 731 1
732 bendecir 6.97 391 1
740 besar 3.26 578 3
749 bicicleta 3.76 747 2
768 blanco 3.08 1335 4
781 boca 2.34 674 4
5173 pluma 5.48 794 1
798 bolsillo 4.20 1851 1
819 bota 3.98 585 3
822 bote 5.36 1844 1
823 botella 3.66 1321 2
826 botón 3.36 757 3
839 brazo 3.02 1673 2
849 brocha 7.06 3094 2
864 bueno 2.82 1035 3
866 buey 6.06 1169 1
6389 tela 5.34 1616 1
3789 lechuza 6.78 735 1
871 buitre 6.72 1185 1
885 buscar 4.88 1468 3
893 caballo 3.42 615 3
897 cabello 4.54 2648 2
899 cabeza 3.12 1256 4
904 cabra 4.36 1502 3
917 cadáver 8.36 767 1
919 cadena 6.20 1627 3
920 cadera 6.38 1745 1
923 caer 3.22 1280 4
932 calabaza 5.86 411 1
936 calcetín 3.34 1522 2
944 caliente 3.18 2272 1
950 calma 7.98 258 1
954 calvo 5.78 1125 1
958 cama 2.42 1663 3
965 cambiar 5.32 1264 1
969 camello 4.32 1871 1
973 camino 4.50 2252 1
974 camión 3.04 2549 2
976 camisa 3.52 1622 3
979 campana 4.28 2246 2
1002 canguro 4.60 164 2
1004 canoa 7.02 1970 2
1006 cansado 4.22 1757 1
1012 cantar 3.22 1261 4
1018 capa 5.52 326 1
1032 cara 2.96 1560 2
1033 caracol 3.38 1543 3
1039 carbón 5.18 1188 2
1042 cárcel 6.02 1281 1
1046 caribe 8.66 317 1
1058 carne 4.16 634 1
1062 carpintero 5.66 1042 1
1066 carretera 4.64 667 1
1076 cartero 5.08 3095 2
3337 house 7.30 1252 1
1081 casarse 5.98 203 3
1083 cascabel 5.58 871 1
1085 cascada 7.24 943 1
1088 caserío 8.50 930 1
1096 caspa 7.82 576 1
1104 castigo 4.86 390 1
1112 catarro 4.70 102 1
1132 cazar 6.52 1435 3
1136 cebolla 4.34 2366 2
1137 cebra 4.26 958 2
1139 ceja 4.26 1173 1
1147 cena 3.92 1833 1
1150 ceniza 6.42 646 3
1159 cepillo 3.66 1821 3
1162 cerca 4.20 1942 2
1176 cerilla 6.14 1133 2
1182 cerrar 3.28 1046 1
1183 cerrojo 7.18 1012 1
1186 cerveza 7.40 1639 1
1188 cesta 4.80 1539 2
5860 ropa 2.80 1895 1
1218 chico 3.46 1246 1
1223 chimenea 5.28 1305 1
1242 cicatriz 5.36 497 1
1247 ciego 5.22 1653 1
1248 cielo 3.58 1732 2
1250 ciempiés 5.10 1974 1
1268 cima 8.18 1753 1
1271 cinco 3.10 493 3
1275 cintura 5.38 1681 1
1276 cinturón 5.12 772 2
1282 círculo 3.52 1467 1
1289 ciudad 4.98 1391 1
1299 claro 5.84 250 1
1308 clavar 5.68 3306 2
1311 clavícula 9.50 1994 1
1312 clavo 5.72 502 1
1321 club 7.40 1763 1
1331 coca 9.64 137 2
1334 coche 2.98 1111 2
1341 cocinar 5.66 1100 3
1344 cocodrilo 4.12 1857 2
1346 codo 3.54 981 3
1350 coger 3.66 702 1
1359 cola 4.08 1220 4
1371 colgar 4.66 357 1
1375 collar 3.64 1961 1
1386 color 2.84 1613 1
1392 columpio 3.16 3101 2
1405 comer 1.70 1336 6
1407 comerciante 8.66 1082 1
1412 comida 2.46 256 1
1418 cómo 4.70 1239 1
1445 comprar 4.66 1869 1
1459 con 3.78 1340 2
1479 conducir 5.20 741 3
1484 conejo 2.88 1136 3
1562 contar 4.62 1420 1
1571 continente 8.22 166 1
1606 corazón 4.54 1223 6
1617 corona 4.54 1943 1
1625 correcto 5.68 1725 2
1631 correr 2.66 1519 3
1642 cortar 4.04 1432 4
1647 corteza 7.56 1204 3
1649 corto 5.02 1645 2
1652 cosa 3.02 738 1
1655 coser 5.42 1457 5
1658 costilla 7.46 801 1
1659 costumbre 7.28 1747 1
1678 creer 5.68 1890 1
1691 criatura 6.92 1289 1
1713 cruz 5.14 1367 1
1717 cuadrado 4.16 850 1
1728 cuándo 5.00 1238 1
1740 cuatro 3.32 1500 3
1748 cucaracha 4.34 1575 1
1749 cuchara 3.22 1378 3
1751 cuchillo 3.98 1352 3
1752 cuello 3.50 2012 1
1759 cuerda 4.36 1218 1
1761 cuerno 4.80 1393 4
1764 cuerpo 3.66 1480 1
1765 cuervo 6.32 913 1
1769 cueva 4.72 1155 1
1774 culpa 6.36 134 1
1775 culpable 6.86 1682 1
1814 dar 3.00 1447 4
1822 debajo 4.12 1485 1
1827 deber 7.06 369 1
1831 débil 7.04 1601 1
1849 decir 4.39 1458 3
1865 dedo 2.32 1303 1
1868 defender 5.88 1330 1
1888 delfín 4.28 1479 1
1891 delgado 4.84 2249 1
1907 demonio 5.94 1973 1
1935 derecha 4.00 1019 1
1939 derrota 7.70 782 1
1952 desatar 6.08 352 1
1953 desayuno 3.24 1322 1
1955 descansar 4.82 168 1
1997 desnudo 3.32 590 1
2016 después 4.80 1685 1
2022 destruir 6.06 681 1
2038 deuda 9.12 1914 1
2042 día 3.62 1225 3
2070 diente 3.16 1380 4
2075 diez 3.54 1515 3
2080 difícil 4.96 584 1
2103 dinero 4.14 1559 1
2161 dividir 6.88 1119 1
2165 divorcio 7.90 1134 1
2167 doblar 4.60 1470 1
2170 doce 3.83 1707 1
2181 dolor 3.60 1783 1
2186 domingo 3.68 1699 1
2195 dónde 4.36 1237 1
2200 dormir 2.36 1585 6
2202 dos 2.24 1498 4
2217 dulce 4.10 717 2
2226 duro 5.76 1884 1
2229 echar 4.52 1456 1
2237 edad 3.42 1789 1
2261 él 2.96 1211 1
2272 elefante 3.36 1290 3
2282 ella 3.46 1834 1
2284 ello 6.68 169 1
2285 ellos 3.98 817 1
2317 en 3.92 1460 1
2328 encender 4.90 737 3
2338 encontrar 4.62 1831 1
2344 enemigo 6.34 1358 1
2359 engaño 6.66 13 1
2368 enojo 8.38 82 1
2376 enseñar 4.30 709 1
2379 entender 5.70 1536 1
2395 entrar 3.96 749 1
2437 escalera 3.42 34 2
2453 esclavo 8.02 812 1
2455 escoba 4.20 245 3
2458 esconder 3.66 602 1
2465 escribir 3.90 1672 3
4218 mesa 2.96 1775 1
2471 escuchar 4.32 1608 3
2472 escudo 6.42 1064 1
2491 espada 5.06 1535 1
2494 espalda 3.90 1291 3
2514 espejo 3.78 1171 1
2518 esperanza 7.94 1092 1
2534 esposa 4.92 1199 1
2535 esposo 6.20 1200 1
2536 espuma 4.62 1768 1
2552 estación 6.64 691 1
2566 estaño 10.12 3217 1
2574 estatua 6.20 1002 1
2577 este 4.18 1214 3
2593 estómago 5.58 819 2
2601 estrella 3.66 1430 6
2618 estudiar 5.80 1929 1
2622 estufa 6.58 859 1
2682 explicar 6.54 1626 1
2715 fácil 4.72 686 1
2723 falda 4.20 1600 1
2734 familia 3.44 194 1
2742 fantasma 5.80 1175 1
2779 feo 3.00 1548 1
2795 fiebre 4.68 1534 1
2796 fiel 8.96 100 1
2811 fin 4.74 743 1
2813 final 4.42 742 1
2837 flauta 5.14 777 1
2839 flecha 5.50 977 2
2846 flor 2.68 239 5
2858 fogón 7.32 185 1
2864 fondo 5.08 690 1
2905 fregar 5.52 3120 2
2908 frente 3.92 123 2
2909 fresa 3.18 3138 2
2915 fría 3.46 1287 1
2929 fruta 4.18 1507 2
2934 fuego 3.68 221 3
2951 fumar 6.22 1689 3
2975 gafas 3.98 2292 2
2984 gallina 3.34 1514 4
2986 gallo 4.66 1511 1
2991 ganado 6.18 631 1
2997 gancho 7.30 1071 1
3005 garganta 4.06 1346 1
3006 garra 6.12 72 1
3014 gato 2.40 1208 4
3018 gaviota 5.64 950 1
3025 gemelos 6.40 1005 1
3036 gente 4.20 789 1
3055 girar 5.18 121 2
3064 globo 2.42 3083 2
3079 golpear 5.42 2133 1
3089 gorro 3.64 1288 2
3104 grande 4.02 1202 4
3111 grano 7.04 605 1
3115 grasa 7.36 1282 1
3125 gritar 4.02 715 1
3130 grueso 6.20 1244 2
3135 guante 4.34 867 1
3154 guitarra 4.50 3090 2
3155 gusano 3.68 1219 2
3184 hablar 2.58 1623 2
3193 hacer 4.12 2575 1
3198 hacha 5.90 677 4
3214 hamaca 6.62 2019 1
3215 hambre 2.86 1864 1
3222 harina 5.12 1594 1
3229 haya 7.14 1950 1
3247 helicóptero 4.60 2580 2
3248 hembra 5.50 2260 1
3257 hermana 2.96 1263 1
3259 hermano 2.42 1262 1
3266 herramienta 6.60 1361 1
3268 hervir 6.54 792 1
3277 hielo 4.48 617 2
3279 hierba 3.98 606 1
3280 hierro 6.16 621 1
3281 hígado 8.70 1224 3
3283 higo 5.80 322 1
3285 hija 3.58 1357 1
3286 hijo 3.08 1620 1
3288 hilo 4.28 1161 1
3300 hoja 3.88 2250 1
3304 hombre 3.64 1554 3
3306 hombro 3.78 1482 2
3311 honda 9.00 387 1
3317 hora 4.94 1353 1
3320 hormiga 4.02 587 4
3322 hornear 7.72 183 1
3323 horno 5.94 1143 1
3338 hoy 3.40 1283 1
3346 huella 6.02 318 1
3350 hueso 4.74 1394 6
3352 huésped 8.64 1782 1
3353 huevo 3.36 744 4
3356 huir 7.22 956 1
3369 humo 4.06 778 4
3390 ídolo 8.42 1945 1
3391 iglesia 4.62 911 1
3400 iguana 7.08 1578 1
3494 infierno 7.60 878 1
3530 inocente 8.00 90 1
3538 insecto 5.26 620 1
3618 invierno 4.66 1471 1
3624 ir 4.20 695 2
3635 isla 4.42 622 2
3640 izquierda 4.80 244 2
3642 jabalí 6.86 1348 1
3643 jabón 3.16 788 1
3665 jirafa 3.40 3089 2
3677 joya 5.18 1029 1
3689 jueves 4.34 1693 1
3690 juez 8.44 861 1
3696 jugar 2.24 1413 1
3699 juicio 8.70 1067 1
3704 juntar 5.24 1743 1
3709 juramento 7.74 1712 1
3724 labio 4.26 478 3
3735 ladrar 3.86 1206 2
3737 ladrillo 5.52 1006 1
3738 ladrón 5.52 1160 1
3739 lagartija 4.92 632 1
3741 lago 6.10 624 2
3742 lágrima 3.86 1651 1
3745 lámpara 3.78 625 2
3746 lana 6.08 964 1
3750 lanza 6.42 945 2
3754 lápiz 2.68 2578 2
3757 largo 5.26 1203 3
3778 lavar 4.90 1453 4
3785 leche 2.64 635 2
3792 leer 4.10 724 3
3799 lejos 3.72 1406 3
3800 lengua 3.22 1205 4
3810 leña 6.22 10 2
3813 león 2.98 1386 3
3825 levantar 4.40 501 1
3829 ley 8.54 1062 1
3844 libro 3.32 963 1
3860 limón 3.30 3091 2
3864 limpiar 3.76 2235 2
3866 limpio 3.86 704 1
3870 línea 4.93 1048 1
3873 lino 8.69 3462 1
3881 liso 4.78 1234 1
3883 listo 4.80 790 1
3888 llama 5.10 889 1
3895 llamar 4.36 1084 1
3902 llave 3.58 1472 3
3917 lleno 4.52 1429 4
3923 llevar 5.10 700 2
3927 llorar 2.84 1839 4
3932 lluvia 2.96 2108 1
3934 lobo 3.70 522 1
3954 loro 3.90 882 2
3974 luna 3.80 1313 6
3977 lunes 3.72 1697 1
3982 luz 3.18 630 1
3988 madera 6.02 1803 1
3989 madre 1.98 1216 2
3995 madrugada 7.36 729 1
4012 maíz 5.38 506 2
4026 malo 3.36 1292 2
4039 mandar 5.60 1998 1
4058 mano 2.22 1277 4
4073 manzana 2.72 1320 2
4076 mañana 3.70 1339 1
4083 mar 3.10 1474 2
4106 mariposa 3.38 1791 3
4114 martes 4.18 1695 1
4115 martillo 4.98 1481 1
4120 más 3.34 1992 1
4121 masa 7.80 273 1
4124 máscara 5.28 2005 1
4129 matar 4.96 1417 3
4161 mechero 5.54 3092 2
4175 mediodía 5.22 12 1
4177 medir 7.30 1506 3
4180 mejilla 5.20 1730 1
4193 mendigo 6.64 1934 1
4209 mercado 5.06 633 1
4217 mes 4.50 1370 1
4245 miedo 3.60 781 1
4247 miel 4.42 942 1
4251 miércoles 3.86 1694 1
4254 mil 6.36 1843 1
4302 mitad 4.96 816 1
4309 moco 2.84 208 1
4325 mojado 3.54 1726 2
4332 molino 5.24 636 1
4341 moneda 4.24 1867 1
4346 mono 2.90 1350 3
4351 montaña 3.72 639 1
4353 montar 5.66 367 3
4354 monte 4.36 1683 1
4366 morder 3.52 1403 6
4370 morir 5.40 1494 3
4375 mosca 3.84 1504 4
4376 mosquito 4.04 1509 2
4384 motocicleta 6.54 638 2
4387 mover 4.36 765 1
4394 muchacha 4.66 1646 1
4401 mucho 3.92 1198 1
4405 mudo 6.34 1666 1
4418 mujer 4.54 962 4
4422 mulo 7.45 890 1
4423 multa 8.24 218 1
4428 multitud 8.16 2023 1
4430 mundo 4.80 965 1
4433 muñeca 2.66 1659 2
4449 muslo 4.72 800 2
4454 nacer 5.24 1090 1
4464 nadar 3.84 1439 6
4469 naranja 3.26 2627 2
4472 nariz 2.54 1221 6
4475 nasa 9.52 389 1
4493 neblina 6.94 249 1
4495 necesidad 7.72 643 1
4501 negar 6.22 755 1
4507 negro 3.26 163 4
4521 nido 4.42 539 3
4523 nieto 5.78 1618 1
4524 nieve 4.16 784 2
4532 niño 2.44 1304 2
4536 no 1.86 1240 3
4538 noble 8.40 482 1
4540 noche 3.22 1233 4
4546 nombre 3.00 1405 4
4554 norte 6.22 1598 1
4558 nosotros 4.22 1212 1
4574 nube 3.04 1489 5
4577 nuca 6.88 1347 1
4580 nudo 5.08 760 1
4588 nueve 3.72 1483 2
4589 nuevo 4.46 1231 4
4591 nuez 5.46 191 1
4599 o 3.08 1014 1
4600 obedecer 3.94 1635 1
4625 océano 6.28 645 1
4627 ocho 3.76 1705 2
4643 odiar 5.34 1607 1
4655 oír 3.70 1408 3
4659 ojo 2.72 1248 6
4663 oler 3.72 1586 3
4668 olla 6.16 1462 2
4670 olvidar 5.18 1523 1
4672 ombligo 4.62 1838 3
4674 once 4.40 1706 1
4694 orar 7.36 24 1
4699 ordenador 7.80 3086 2
4701 ordeñar 6.42 93 3
4703 oreja 2.64 1247 6
4711 orgulloso 7.92 174 1
4720 oro 5.42 1369 2
4727 oscuro 4.02 706 2
4729 oso 3.36 1820 3
4732 otoño 4.72 1276 1
4735 otro 4.66 197 1
4738 oveja 3.50 1345 1
4754 padre 1.72 1217 2
4755 padres 2.64 505 1
4760 pagar 5.38 718 1
4763 país 6.28 1300 1
4768 pájaro 3.42 937 5
4770 pala 4.42 1901 1
4771 palabra 4.14 1599 1
4782 palmera 4.00 1181 1
4783 palo 4.52 1295 1
4784 paloma 3.22 1853 1
4787 pan 2.32 1368 2
4801 pantalones 3.42 809 2
4802 pantano 7.14 1145 2
4804 pantorrilla 8.32 498 1
4809 papa 2.20 593 1
4812 papel 3.16 648 1
4818 par 6.72 1888 1
4822 parado 6.28 1442 1
4824 paraguas 3.56 3105 2
4836 parecer 6.68 1521 1
4847 párpado 5.64 17 1
4899 patinar 5.10 3129 2
4901 pato 3.06 1360 2
4903 patria 9.56 89 1
4916 paz 5.54 1338 1
4923 pecho 5.36 1592 2
4925 pedazo 5.28 779 1
4927 pedir 4.54 1828 1
4931 pegar 3.98 1069 2
4934 peinar 3.48 2070 2
4935 peine 3.22 1475 3
4939 peligro 4.26 1810 1
4945 pelota 2.32 1845 2
4955 pene 6.50 1222 2
4965 pensar 5.72 1415 1
4976 pera 2.84 922 2
4982 perder 5.12 3072 1
4991 perdonar 4.62 1528 1
4996 perezoso 8.50 1564 1
5002 periódico 5.59 1298 2
5019 perro 2.58 2009 6
5024 perseguir 6.14 1047 1
5029 persona 4.20 683 1
5047 pesado 5.12 1210 3
5050 pesar 6.14 1098 3
5070 pez 2.40 227 1
5055 pescar 5.44 2638 2
5061 pestaña 4.40 1540 1
5071 pezón 6.62 796 1
5076 picar 4.52 571 2
5078 pico 5.14 73 1
5084 pie 2.42 1301 4
5085 piedra 3.34 857 3
5087 piel 3.76 763 3
5092 pierna 3.98 1297 4
5099 pila 5.18 662 2
5103 pimienta 6.20 1385 1
5111 pingüino 4.42 2831 2
5112 pino 4.76 1740 1
5115 pintalabios 5.14 3093 2
5116 pintar 2.52 2001 1
5118 pintura 4.00 647 1
5121 piña 4.20 2440 2
5122 piojo 4.58 1392 4
5124 pipa 5.78 1124 1
5137 pistola 6.00 1566 2
5140 pizarra 3.98 3084 2
5147 planchar 6.10 3118 2
5149 plano 7.40 1633 1
5150 planta 4.65 653 1
5155 plata 6.76 759 1
5156 plátano 3.26 399 1
5160 plato 3.30 480 1
5172 plomo 7.68 627 1
5179 pobre 5.80 1674 1
5184 poco 2.94 1242 1
5201 podrido 5.80 1728 2
5204 poeta 8.14 1045 1
5215 pollo 3.64 1318 1
5217 polvo 5.38 2 2
5225 poner 4.68 998 1
5243 porque 3.62 1157 1
5280 precio 5.24 657 1
5298 preguntar 4.54 1309 1
5339 primavera 4.66 1537 1
5343 primero 4.34 728 2
5399 pronto 4.86 703 1
5409 propósito 9.36 1162 1
5466 puente 4.40 1011 1
5468 puerta 2.64 2940 2
5470 puerto 5.54 610 1
5476 pulga 5.86 232 2
5478 pulmón 7.76 688 1
5481 puma 6.92 1891 1
5482 punta 6.04 1662 1
5490 punzón 6.32 278 1
5500 pus 6.60 1808 1
5506 que 3.00 1236 1
5508 quebrado 9.98 588 1
5514 quedar 6.36 987 1
5522 quemar 4.54 141 2
5526 querer 3.98 923 1
5532 queso 2.98 1569 3
5534 quién 4.02 1235 1
5550 quince 4.76 1709 1
5574 raíz 6.14 670 4
5576 rama 5.40 1531 1
5579 rana 3.64 503 3
5586 rápido 3.70 1631 1
5589 raqueta 5.10 3096 2
5599 rata 3.82 1490 1
5601 ratón 3.52 1491 4
5604 rayo 5.14 2007 1
5643 recoger 4.20 371 1
5655 recto 5.40 1404 1
5662 red 6.48 388 1
5665 redondo 4.38 1395 3
5684 regla 5.12 1508 2
5689 reina 4.28 1306 1
5692 reír 3.02 1355 2
5699 relámpago 6.16 1654 2
5705 religión 5.06 661 1
5708 reloj 4.38 1650 2
5719 repartir 5.46 884 1
5724 repisa 5.50 745 1
5808 rico 4.64 712 1
5823 río 4.88 666 2
5832 robar 5.82 713 3
5833 roble 6.94 644 1
5840 rodilla 3.62 1371 4
5845 rojo 2.94 156 4
5883 rueda 3.04 710 1
5905 sábado 4.24 1700 1
5911 saber 5.50 1410 4
5915 sabio 8.08 698 1
5928 sal 4.60 1274 3
5930 salado 4.76 1091 1
5945 salir 3.52 1107 1
5947 saliva 4.68 1503 1
5952 saltamontes 4.74 607 1
5953 saltar 3.26 1829 2
5957 saludar 3.20 978 2
5962 salvar 5.80 2008 1
5974 sangre 4.10 946 4
5984 sapo 4.08 894 1
5992 sartén 4.50 31 2
6010 seco 5.14 1398 4
6013 secreto 5.22 1121 1
6017 sed 2.54 848 1
6018 seda 7.10 1641 1
6026 seguir 4.70 1085 1
6029 segundo 4.44 1384 1
6034 seguro 7.02 509 1
6035 seis 3.15 1703 2
6042 selva 5.80 420 1
6044 semana 4.40 1469 1
6050 semilla 5.30 714 4
6057 seno 8.94 1402 2
6061 sentado 3.64 1416 1
6063 sentarse 3.70 1649 1
6067 sentir 7.28 1079 1
6100 servir 7.18 1487 2
6103 seta 6.40 641 2
6113 si 1.64 1459 2
6118 siempre 5.18 1676 1
6119 sien 9.32 1604 1
6125 siete 3.84 1704 2
6136 silbato 5.56 3107 2
6138 silla 3.18 1476 3
6139 sillón 4.62 3099 2
6166 sirviente 7.02 255 1
6175 sobre 5.56 3088 2
6182 sobrino 6.10 1063 1
6197 sol 2.92 1343 6
6201 soldado 5.86 1941 1
6213 soltar 4.20 1095 1
6216 sombra 4.84 1388 2
6217 sombrero 3.44 771 2
6227 soñar 4.58 1920 1
6228 sopa 3.12 1547 1
6230 soplar 3.92 176 2
6233 sordo 5.06 996 1
6251 suave 4.64 1856 1
6256 subir 3.82 705 1
6266 sucio 3.50 1230 2
6276 suelo 3.14 1632 1
6311 sur 6.14 1595 1
6312 surco 8.34 1794 1
6322 tabaco 6.60 974 2
6325 tabla 4.92 1227 1
6337 talón 6.10 980 1
6340 tambor 3.92 908 3
6346 tanque 6.46 3102 2
6361 tarde 3.64 477 1
6375 techo 4.06 769 2
6390 telaraña 4.78 1065 1
6391 tele 2.92 1788 2
6394 teléfono 3.16 1379 2
6402 temer 6.70 1419 1
6413 temprano 5.10 672 1
6417 tenazas 6.94 272 1
6425 tenedor 3.28 1302 3
6428 tener 3.52 773 1
6452 tercero 5.30 1859 1
6459 termómetro 4.65 3104 2
6463 terremoto 6.44 6 1
6475 testículo 9.02 797 1
6476 testigo 8.56 1144 1
6482 tía 3.12 1272 1
6484 tiburón 3.94 1110 1
6485 tiempo 5.04 892 1
6493 tierra 3.20 626 1
6497 tigre 3.28 1250 1
6498 tijeras 3.66 356 3
6505 tío 4.46 1327 1
6515 tirar 3.86 1455 2
6522 toalla 3.54 1021 1
6524 tobillo 5.10 803 1
6525 tobogán 3.46 1324 2
6530 tocar 4.82 1892 1
6535 todos 3.94 98 2
6537 toldo 7.20 1316 1
6544 tomate 3.60 986 2
6558 torcido 5.64 297 1
6565 toro 5.40 1008 1
6569 torre 4.48 1671 1
6573 tortuga 3.26 895 1
6589 trabajar 5.86 984 1
6598 traer 3.60 692 1
6602 traicionar 7.60 1902 1
6607 trampa 6.31 1075 1
6650 tres 2.24 492 3
6656 tribunal 9.16 1068 1
6662 trigo 5.92 1077 1
6675 tronco 5.46 344 1
6680 trueno 4.84 1150 2
6733 uno 2.21 1493 4
6735 uña 3.80 2128 1
6741 usted 6.02 1215 1
6742 ustedes 5.10 1213 2
6749 uva 4.46 920 1
6753 vaca 3.08 1007 3
6759 vacío 4.40 1624 2
6770 valiente 5.88 3 1
6773 valle 6.66 921 1
6793 varón 6.16 1553 1
6905 vidrio 7.24 604 1
6812 veinte 4.74 1710 1
6824 vela 4.16 786 1
6836 vender 5.56 1571 1
6838 veneno 6.62 655 1
6846 venir 3.56 1446 4
6849 ventana 3.20 1375 1
6854 ver 2.72 1409 4
6857 verano 4.14 1342 1
6865 verdadero 5.54 1657 1
6866 verde 2.80 1425 3
6872 vergüenza 5.00 1776 1
6882 vestido 3.08 474 3
6893 víbora 7.46 730 2
6900 victoria 7.08 783 1
6907 viejo 3.96 406 1
6912 viento 3.88 960 3
6914 viernes 4.28 1692 1
6915 viga 8.80 829 1
6925 vino 5.50 1524 1
6927 violación 9.30 953 1
6951 viuda 8.19 1756 1
6952 viudo 8.42 1981 1
6963 vivir 5.78 1422 1
6973 volar 5.34 1441 6
6989 voz 3.52 1363 1
7000 y 3.14 1577 1
7006 yegua 5.12 938 1
7011 yo 2.54 1209 2
7015 yunque 9.42 1648 1
7020 zanahoria 3.66 3085 2
7021 zapatero 6.02 875 1
7024 zapato 2.78 1381 3
7036 zorro 4.68 1312 2
word averageAoA SD Min Max ItemZScore OralFreq_Log WrittenFreq_Subtlex-ESP_Log WrittenFreq_LEXESP_Log WrittenFreq_espal_Log espal_max_lem_cat max_lem_code espal_es_num_syll
a 2.28 1.443 1 6 -1.650 4.852 5.985 4.961 4.359 ADPOSITION SPS00 1
abajo 2.96 1.370 1 6 -1.357 2.616 3.941 2.751 1.811 ADVERB RG 3
abandonado 6.06 1.659 2 10 -0.584 1.623 2.872 2.196 1.374 ADJECTIVE AQ0MSP 5
abandonar 7.58 1.655 4 11 -0.020 1.806 2.988 2.435 1.653 VERB VMN0000 4
abandono 7.22 1.941 3 11 0.040 1.602 2.336 2.167 1.328 NOUN NCMS000 4
abatimiento 10.02 1.491 5 11 1.056 0.602 0.954 1.279 0.463 NOUN NCMS000 5
abdomen 8.64 2.087 3 11 0.491 1.301 2.204 1.505 0.713 NOUN NCMS000 3
abecedario 4.86 1.498 2 9 -0.729 0.602 1.204 0.477 0.181 NOUN NCMS000 5
abeja 4.30 1.810 1 9 -1.002 0.845 2.494 1.322 0.816 NOUN NCFS000 3
abejas 4.02 1.732 1 8 -1.409 0.954 2.573 1.602 1.260 NOUN NCFP000 3
abeto 7.66 2.429 2 11 0.205 1.398 0.903 0.306 NOUN NCMS000 3
abierta 4.14 1.927 1 9 -0.921 2.049 3.266 2.489 1.733 ADJECTIVE AQ0FSP 3
abierto 3.24 1.238 1 6 -1.123 2.299 3.275 2.563 1.839 ADJECTIVE AQ0MSP 3
abismo 9.30 1.644 5 11 0.825 1.255 2.230 1.968 1.156 NOUN NCMS000 3
abnegación 10.80 0.612 8 11 1.402 0.602 1.000 1.380 0.563 NOUN NCFS000 4
abogado 8.44 1.567 4 11 0.381 2.420 3.698 2.350 1.684 NOUN NCMS000 4
abono 7.80 2.321 2 11 0.272 1.176 1.934 1.041 0.730 NOUN NCMS000 3
aborrecimiento 9.96 1.538 4 11 0.954 0.301 0.301 0.216 NOUN NCMS000 6
aborto 9.68 1.708 4 11 0.788 1.591 2.512 1.756 0.992 NOUN NCMS000 3
abrasador 9.14 1.927 4 11 0.630 0.301 1.230 0.699 0.215 ADJECTIVE AQ0MS0 4
abrazo 2.86 1.552 1 6 -1.597 2.053 2.925 1.949 0.845 NOUN NCMS000 3
abrigo 3.98 1.545 2 8 -1.204 1.591 3.023 2.130 1.066 NOUN NCMS000 3
abril 4.86 1.539 2 11 -0.550 2.111 2.774 2.155 2.271 DATE W 2
abrir 3.18 1.662 1 7 -1.537 2.173 3.427 2.441 1.700 VERB VMN0000 2
abrumado 9.54 1.809 3 11 0.724 0.301 1.929 1.362 0.435 VERB VMP00SM 4
absoluta 8.56 1.593 4 11 0.751 2.143 2.515 1.680 ADJECTIVE AQ0FS0 4
absolutamente 8.84 1.583 6 11 1.319 2.793 3.382 2.455 1.669 ADVERB RG 6
absoluto 8.92 2.127 3 11 0.880 2.401 3.183 2.199 1.713 ADJECTIVE AQ0MS0 4
absorción 8.76 2.429 3 11 0.562 0.845 1.398 1.681 0.978 NOUN NCFS000 3
abstracción 10.52 1.403 2 11 1.162 0.903 1.000 1.491 0.925 NOUN NCFS000 3
abstracto 9.28 1.691 5 11 0.859 1.176 1.806 1.491 0.932 ADJECTIVE AQ0MS0 3
absurdo 8.26 1.998 4 11 0.280 1.716 2.811 2.265 1.234 ADJECTIVE AQ0MS0 3
abuela 2.72 1.310 1 7 -1.548 2.212 3.644 2.598 1.276 NOUN NCFS000 3
abuelo 2.32 1.285 1 7 -1.799 2.149 3.516 2.669 1.404 NOUN NCMS000 3
abuelos 2.96 1.564 1 7 -1.454 1.785 2.549 1.881 0.917 NOUN NCMP000 3
abundancia 7.84 2.014 3 11 0.090 1.079 2.053 1.863 1.277 NOUN NCFS000 4
abundante 8.00 1.884 4 11 0.226 1.146 1.949 2.021 1.324 ADJECTIVE AQ0CS0 4
aburrida 5.08 1.759 2 10 -0.597 1.204 2.793 1.568 0.471 ADJECTIVE AQ0FSP 4
aburrido 4.82 2.067 1 10 -0.723 1.633 3.155 1.863 0.695 ADJECTIVE AQ0MSP 4
aburrimiento 5.38 1.737 2 10 -0.692 0.845 2.246 1.968 0.640 NOUN NCMS000 5
aburrir 5.28 1.970 2 10 -0.939 0.602 1.380 0.602 0.171 VERB VMN0000 3
abuso 9.06 2.014 2 11 0.705 1.519 2.717 1.845 1.211 NOUN NCMS000 3
acá 5.84 2.951 1 11 -0.245 2.170 3.912 1.845 1.393 ADVERB RG 2
acaba 5.42 1.980 1 10 -0.222 2.644 3.783 2.712 1.766 VERB VMIP3S0 3
acabado 5.40 1.761 2 9 -0.279 2.079 3.167 2.173 1.267 VERB VMP00SM 4
acaban 5.58 1.513 3 10 -0.193 2.041 3.155 2.238 1.188 VERB VMIP3P0 3
acabar 3.46 1.581 1 7 -1.360 2.270 3.251 2.489 1.692 VERB VMN0000 3
acabo 5.46 2.022 2 10 -0.190 2.045 3.763 1.991 1.212 VERB VMIP1S0 3
acabó 5.14 1.818 2 9 -0.326 2.161 3.700 2.455 1.613 VERB VMIS3S0 3
academia 8.04 2.138 4 11 0.186 2.369 2.806 1.799 1.776 NOUN NP00000 4
académico 9.18 2.067 5 11 0.903 1.477 2.199 1.613 1.269 ADJECTIVE AQ0MS0 5
acampada 7.16 2.170 3 11 0.167 1.041 1.447 0.602 0.271 ADJECTIVE AQ0FSP 4
acantilado 7.86 1.852 4 11 0.595 0.477 2.199 1.322 0.599 NOUN NCMS000 5
acaso 7.64 2.220 3 11 0.781 2.064 3.479 2.698 1.681 ADVERB RG 3
acceder 8.36 1.770 4 11 0.716 1.771 2.693 1.996 1.508 VERB VMN0000 3
accesorio 8.76 1.836 4 11 0.879 1.681 1.000 0.427 NOUN NCMS000 4
accidente 6.50 1.972 3 11 -0.211 2.164 3.710 2.292 1.697 NOUN NCMS000 4
acción 6.82 1.859 3 11 -0.127 2.493 3.517 2.854 2.289 NOUN NCFS000 2
acciones 7.12 1.722 4 11 0.466 2.057 3.159 2.447 2.097 NOUN NCFP000 3
acecho 9.06 2.304 2 11 0.606 0.602 1.833 1.613 0.666 NOUN NCMS000 3
aceite 5.50 1.764 2 9 -0.624 1.924 2.882 2.107 1.422 NOUN NCMS000 3
aceituna 4.42 2.041 2 11 -0.678 1.146 1.362 0.903 0.359 NOUN NCFS000 4
acelgas 6.84 2.691 1 11 -0.090 0.699 0.301 0.124 NOUN NCFP000 3
acento 7.50 1.940 3 11 -0.054 1.613 2.735 2.086 1.255 NOUN NCMS000 3
aceptación 8.68 2.199 2 11 0.702 1.380 2.079 1.987 1.345 NOUN NCFS000 4
aceptar 6.56 1.740 3 10 -0.428 1.919 3.311 2.461 1.802 VERB VMN0000 3
acercar 5.60 2.277 1 11 -0.755 1.301 2.124 1.556 0.934 VERB VMN0000 3
acero 7.92 2.156 2 11 0.323 1.519 2.820 1.505 1.439 NOUN NCMS000 3
ácido 7.78 2.550 3 11 0.586 1.146 2.628 2.072 1.307 ADJECTIVE AQ0MS0 3
acierto 6.48 2.121 2 11 -0.352 1.477 1.792 1.914 1.061 NOUN NCMS000 3
aclaración 8.86 1.852 4 11 0.870 1.398 1.342 1.204 0.733 NOUN NCFS000 4
acogedor 8.06 1.800 5 11 0.170 0.602 2.111 1.146 0.293 ADJECTIVE AQ0MS0 4
acompañada 6.00 2.167 2 11 -0.673 1.279 1.929 1.914 1.238 ADJECTIVE AQ0FSP 5
acompañado 5.36 1.466 2 10 -0.353 1.839 2.255 2.124 1.522 ADJECTIVE AQ0MSP 5
aconsejar 8.62 1.783 4 11 0.402 1.041 1.613 1.114 0.537 VERB VMN0000 4
acontecimiento 9.20 1.773 4 11 0.675 1.690 2.199 2.068 1.293 NOUN NCMS000 6
acordeón 6.78 2.243 3 11 0.082 0.477 1.653 1.041 0.542 NOUN NCMS000 4
acordes 8.48 2.215 3 11 0.422 0.778 1.732 1.531 0.819 NOUN NCMP000 3
acoso 10.10 1.313 5 11 1.020 1.279 2.522 1.708 0.962 NOUN NCMS000 3
acostarse 3.96 1.916 1 10 -1.468 1.079 2.704 1.672 0.630 VERB VMN0000 4
acre 10.64 0.827 7 11 1.228 0.301 1.544 1.000 0.637 NOUN NP00000 2
actitud 8.42 1.991 3 11 0.711 2.238 3.064 2.679 1.866 NOUN NCFS000 3
activación 9.54 1.644 5 11 1.149 2.161 1.591 0.697 NOUN NCFS000 4
activar 7.42 1.980 4 11 -0.082 0.778 2.441 1.114 0.725 VERB VMN0000 3
actividad 5.50 1.644 2 9 -0.494 2.352 2.958 2.745 2.177 NOUN NCFS000 4
actividades 5.56 1.680 2 10 -0.212 2.072 2.467 2.120 NOUN NCFP000 5
acto 8.16 1.952 4 11 0.610 2.258 3.203 2.640 2.023 NOUN NCMS000 2
actor 6.44 1.842 2 10 -0.356 2.117 3.091 2.340 1.897 NOUN NCMS000 2
actores 6.92 1.676 2 10 0.336 2.021 2.859 2.283 1.628 NOUN NCMP000 3
actos 7.60 1.401 2 11 0.413 1.940 2.757 2.336 1.855 NOUN NCMP000 2
actriz 6.56 1.864 4 11 0.118 2.064 2.893 2.004 1.793 NOUN NCFS000 2
actuación 7.10 2.150 3 11 0.218 2.193 2.942 2.378 1.794 NOUN NCFS000 3
actual 8.64 1.903 4 11 0.793 2.533 2.883 2.860 2.370 ADJECTIVE AQ0CS0 2
actualidad 8.24 1.912 4 11 0.418 2.303 2.152 2.403 2.008 NOUN NCFS000 4
actualmente 8.34 1.624 5 11 1.069 2.225 2.639 2.481 2.267 ADVERB RG 4
actuar 6.40 1.829 3 10 -0.513 2.061 3.261 2.344 1.763 VERB VMN0000 2
acuarela 5.72 2.186 1 11 -0.365 1.322 1.146 0.699 0.396 NOUN NCFS000 4
acuario 6.52 1.930 2 11 -0.006 1.322 2.121 1.000 0.593 NOUN NP00000 3
acuerdas 5.72 1.727 3 10 -0.055 2.152 3.193 1.778 0.527 VERB VMIP2S0 3
acuerdo 7.70 2.003 3 11 0.444 3.207 4.641 3.034 2.619 NOUN NCMS000 3
acurrucarse 5.56 2.500 2 11 -0.747 1.322 0.602 0.044 VERB VMN0000 5
acusación 8.36 2.220 3 11 0.400 1.613 2.622 1.898 1.296 NOUN NCFS000 4
acústica 9.30 1.799 5 11 0.856 0.903 1.732 1.114 0.909 ADJECTIVE AQ0FS0 4
adán 6.04 2.070 3 11 -0.197 1.204 3.197 1.623 1.081 NOUN NP00000 2
adecuado 8.14 1.714 5 11 0.630 1.690 2.849 2.272 1.543 ADJECTIVE AQ0MSP 4
adelante 5.62 1.958 1 11 -0.366 2.712 4.050 2.717 2.017 ADVERB RG 4
adelgazar 7.82 2.229 3 11 0.517 1.176 1.813 1.415 0.203 VERB VMN0000 4
ademán 10.18 1.662 3 11 0.957 0.602 0.845 1.833 0.805 NOUN NCMS000 3
además 6.48 2.261 2 11 -0.029 3.445 3.885 3.254 2.750 ADVERB RG 3
adhesión 10.16 1.376 5 11 1.122 1.079 0.699 1.699 1.646 NOUN NCFS000 3
adhesiva 6.94 2.024 4 11 -0.079 0.301 2.107 0.602 0.172 ADJECTIVE AQ0FS0 4
adicto 8.88 1.466 5 11 0.518 2.793 1.301 0.449 NOUN NCMS000 3
adinerado 8.44 2.130 3 11 0.309 0.301 1.672 0.477 0.178 ADJECTIVE AQ0MSP 5
adiós 1.74 0.986 1 5 -1.696 2.507 4.175 2.149 1.290 INTERJECTION I 2
adivinar 5.78 1.844 2 10 -0.700 1.398 3.018 1.903 0.826 VERB VMN0000 4
adjetivo 8.08 1.614 3 11 0.442 1.230 1.519 1.613 0.761 NOUN NCMS000 4
administración 9.76 1.585 5 11 1.051 2.462 2.822 2.561 2.134 NOUN NP00000 5
admiración 8.52 2.043 3 11 0.518 1.591 2.100 2.152 1.330 NOUN NCFS000 4
admirado 8.82 1.722 5 11 0.456 1.230 1.748 1.505 0.788 ADJECTIVE AQ0MSP 4
admirar 8.02 1.835 4 11 0.239 0.954 2.017 1.462 0.883 VERB VMN0000 3
adobado 9.14 2.010 4 11 0.778 0.477 1.114 0.088 NOUN NCMS000 4
adolescencia 8.80 1.457 6 11 0.441 1.176 2.041 2.196 0.982 NOUN NCFS000 5
adolescente 8.52 1.752 4 11 0.743 1.342 2.944 2.358 1.113 ADJECTIVE AQ0CS0 5
adorable 6.72 2.129 2 11 -0.372 0.477 3.069 1.322 0.417 ADJECTIVE AQ0CS0 4
adoración 8.30 2.367 3 11 0.327 1.230 1.964 1.398 0.971 NOUN NCFS000 4
adornar 5.58 1.896 3 10 -0.788 0.477 1.447 1.041 0.538 VERB VMN0000 3
adorno 5.52 1.787 2 9 -0.496 1.000 1.996 1.602 0.902 NOUN NCMS000 3
adosado 8.72 2.061 3 11 0.457 0.845 1.079 0.434 ADJECTIVE AQ0MSP 4
adquirir 8.44 2.052 3 11 0.371 1.505 2.127 2.076 1.399 VERB VMN0000 3
adquisición 9.84 1.490 6 11 1.065 1.146 1.914 1.732 1.311 NOUN NCFS000 4
adulto 6.54 2.206 3 11 -0.003 1.255 2.912 2.000 1.077 ADJECTIVE AQ0MS0 3
adverbio 8.72 1.654 3 11 0.429 1.079 0.845 0.699 0.300 NOUN NCMS000 3
advertencia 7.40 2.515 2 11 0.109 1.204 2.895 1.785 1.090 NOUN NCFS000 4
aeroplano 8.66 2.182 3 11 0.647 0.301 1.255 0.301 0.340 NOUN NCMS000 5
aeropuerto 6.44 2.830 2 11 -0.462 1.959 3.297 2.190 1.781 NOUN NCMS000 5
afecta 8.04 1.969 4 11 0.955 2.045 2.784 2.134 1.582 VERB VMIP3S0 3
afectar 7.98 2.171 3 11 0.156 1.544 2.364 1.724 1.176 VERB VMN0000 3
afecto 8.56 2.242 3 11 0.763 1.740 2.568 2.049 1.208 NOUN NCMS000 3
afeitar 6.76 2.066 4 11 -0.320 0.477 2.290 1.380 0.399 VERB VMN0000 3
afianzar 10.10 1.529 4 11 1.012 0.602 0.602 1.041 0.542 VERB VMN0000 3
afición 8.54 1.843 4 11 0.507 2.009 1.653 2.179 1.261 NOUN NCFS000 3
afilada 6.20 2.416 2 11 -0.124 0.301 1.591 1.415 0.420 ADJECTIVE AQ0FSP 4
afilado 6.40 2.531 3 11 -0.054 0.301 1.987 1.362 0.387 ADJECTIVE AQ0MSP 4
afinidad 8.94 2.853 2 11 0.501 0.954 1.724 1.431 0.707 NOUN NCFS000 4
afirmación 7.98 2.334 2 11 0.234 1.491 2.086 2.053 1.333 NOUN NCFS000 4
aflicción 10.58 0.810 8 11 1.193 0.301 1.643 0.954 0.626 NOUN NCFS000 3
afligido 10.04 1.484 5 11 0.959 0.477 1.748 0.477 0.460 ADJECTIVE AQ0MSP 4
afortunadamente 8.86 1.552 5 11 1.337 2.223 2.631 2.041 1.075 ADVERB RG 7
afortunado 7.90 2.033 3 11 0.107 1.301 2.985 1.519 0.733 ADJECTIVE AQ0MSP 5
áfrica 7.80 2.030 1 11 0.263 2.017 2.097 0.602 1.664 NOUN NP00000 3
agacharse 4.16 1.899 1 10 -1.341 0.301 1.447 0.778 0.151 VERB VMN0000 4
agarrar 4.26 1.978 1 11 -1.115 0.954 2.833 1.544 0.755 VERB VMN0000 3
agencia 8.82 1.746 5 11 0.496 1.813 3.160 2.238 1.760 NOUN NCFS000 3
agenda 7.66 2.076 3 11 0.338 1.708 2.901 1.699 1.563 NOUN NCFS000 3
ágil 7.68 2.123 3 11 0.407 1.114 1.851 1.568 0.800 ADJECTIVE AQ0CS0 2
agilidad 8.02 1.932 3 11 0.401 1.204 1.477 1.531 0.782 NOUN NCFS000 4
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alcohólico 8.18 1.903 3 11 0.183 1.398 2.468 1.176 0.455 ADJECTIVE AQ0MS0 5
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algunos 5.40 1.604 2 9 -0.228 3.023 3.979 3.368 2.717 DETERMINER DI0MP0 3
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alimento 5.24 1.933 1 11 -0.850 1.568 2.535 2.124 1.345 NOUN NCMS000 4
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almíbar 8.24 2.066 3 11 0.488 0.602 1.519 0.699 0.339 NOUN NCMS000 3
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arousal 10.86 0.535 8 11 1.613
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casado 6.40 2.070 3 11 -0.055 2.204 3.344 2.107 1.402 ADJECTIVE AQ0MSP 3
casar 5.18 2.106 1 11 -0.693 1.851 2.998 1.591 1.100 VERB VMN0000 2
casarse 5.98 1.985 1 10 -0.282 1.851 3.028 2.004 1.121 VERB VMN0000 3
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cascabel 5.58 1.885 1 10 -0.680 0.301 2.093 1.041 0.360 NOUN NCMS000 3
cascabelera 7.48 3.454 1 11 0.364 0.301 0.007 NOUN NCFS000 5
cascada 7.24 1.954 3 11 0.040 1.000 2.013 1.699 0.803 ADJECTIVE AQ0FSP 3
cáscara 5.14 2.020 2 10 -0.548 0.602 2.090 1.342 0.872 NOUN NCFS000 3
casco 5.36 2.087 2 10 -0.643 1.785 2.845 1.996 1.376 NOUN NCMS000 2
caserío 8.50 2.159 3 11 0.345 0.477 0.699 1.114 0.787 NOUN NCMS000 4
casero 8.68 1.953 5 11 0.637 1.279 2.369 1.279 0.661 ADJECTIVE AQ0MS0 3
caseta 4.42 1.715 1 9 -0.844 1.146 1.839 1.279 0.499 NOUN NCFS000 3
casi 5.12 1.955 2 10 -0.372 3.163 4.144 3.525 2.549 ADVERB RG 2
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casita 2.84 1.251 1 6 -1.430 1.613 2.265 1.322 0.696 NOUN NCFS000 3
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casos 7.10 2.288 3 11 0.515 2.637 3.217 3.004 2.242 NOUN NCMP000 2
caspa 7.82 1.903 4 11 0.088 1.041 1.462 0.845 0.161 NOUN NCFS000 2
casta 10.22 1.632 5 11 1.073 1.000 1.623 1.591 0.975 NOUN NCFS000 2
castaña 5.36 1.793 2 11 -0.558 0.778 1.380 1.000 0.258 ADJECTIVE AQ0FS0 3
castaño 5.80 1.979 3 11 -0.716 1.176 2.201 1.531 0.879 NOUN NP00000 3
castañuelas 6.88 2.353 3 11 0.070 0.602 0.699 1.079 0.266 ADJECTIVE AQ0FP0 4
castellano 7.40 2.090 4 11 0.629 2.057 1.681 2.270 1.587 NOUN NCMS000 4
castidad 9.94 1.449 6 11 1.371 0.602 1.924 1.342 0.574 NOUN NCFS000 3
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castigo 4.86 1.895 2 11 -0.895 1.863 2.996 2.111 1.435 NOUN NCMS000 3
castilla 8.98 1.801 5 11 0.915 2.236 1.869 1.853 NOUN NP00000 3
castillo 3.76 1.636 1 8 -1.108 1.863 2.948 2.049 1.924 NOUN NCMS000 3
casual 9.34 1.710 4 11 0.796 1.079 2.272 1.740 0.765 ADJECTIVE AQ0CS0 2
casualidad 8.34 1.902 3 11 0.304 1.875 3.015 2.130 1.271 NOUN NCFS000 4
catalán 8.18 2.396 2 11 1.024 2.104 0.602 2.365 1.706 NOUN NCMS000 3
catálogo 7.28 2.119 4 11 0.062 1.279 2.344 1.699 1.207 NOUN NCMS000 4
cataluña 8.44 1.786 5 11 1.150 2.386 0.477 2.320 1.886 NOUN NP00000 4
catarro 4.70 2.033 1 9 -0.893 0.903 1.519 1.447 0.164 NOUN NCMS000 3
catástrofe 8.88 1.825 4 11 0.572 1.342 2.220 1.959 1.280 NOUN NCFS000 4
catedral 7.02 2.511 2 11 -0.042 1.845 2.090 2.064 1.608 NOUN NCFS000 3
categoría 8.72 1.863 5 11 0.480 2.025 2.589 2.276 1.812 NOUN NCFS000 5
católica 7.52 2.188 2 11 0.223 1.826 2.481 1.924 1.740 ADJECTIVE AQ0FS0 4
catolicismo 6.98 2.714 2 11 -0.192 0.903 1.505 1.322 0.955 NOUN NCMS000 5
católico 6.68 2.152 1 10 -0.349 1.398 2.398 1.845 1.286 ADJECTIVE AQ0MS0 4
catorce 4.94 1.490 1 10 -0.627 2.643 2.481 2.130 1.273 DETERMINER DN0CP0 3
cauce 8.90 2.003 3 11 0.507 1.176 1.279 1.839 0.983 NOUN NCMS000 2
caudaloso 9.76 1.422 6 11 1.258 0.845 0.377 ADJECTIVE AQ0MS0 4
caudillo 10.06 1.867 4 11 1.019 0.301 1.301 1.544 0.941 NOUN NCMS000 3
causa 7.62 2.137 4 11 0.424 2.238 3.497 2.756 2.244 NOUN NCFS000 2
causalidad 10.34 1.649 3 11 1.353 0.477 1.230 1.491 0.577 NOUN NCFS000 4
causas 7.82 2.265 3 11 0.851 2.097 2.444 2.384 1.735 NOUN NCFP000 2
cautela 9.46 1.541 4 11 1.079 1.114 1.799 1.643 0.949 NOUN NCFS000 3
cautiverio 10.60 0.948 7 11 1.188 1.820 1.146 0.753 NOUN NCMS000 4
cayó 4.38 2.194 1 11 -0.693 2.009 3.387 2.344 1.643 VERB VMIS3S0 2
caza 6.60 2.020 2 10 -0.336 1.806 2.879 2.158 1.586 NOUN NCFS000 2
cazador 6.34 2.037 3 10 -0.104 0.954 2.684 1.716 1.052 NOUN NCMS000 3
cazadora 7.78 2.288 1 11 0.131 1.041 1.991 1.380 0.514 NOUN NCFS000 4
cazar 6.52 1.798 2 10 -0.027 1.568 2.781 1.643 1.114 VERB VMN0000 2
cazo 7.08 2.117 2 11 -0.223 0.954 1.643 1.041 0.265 NOUN NCMS000 2
cazuela 7.46 2.264 2 11 0.421 0.845 1.447 1.279 0.411 NOUN NCFS000 3
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cebra 4.26 1.575 2 11 -0.752 0.778 1.881 0.778 0.357 NOUN NCFS000 2
ceder 8.84 2.014 4 11 0.586 1.477 2.281 1.892 1.188 VERB VMN0000 2
ceja 4.26 1.411 1 8 -1.321 0.778 1.813 1.398 0.570 NOUN NCFS000 2
celda 8.12 2.191 1 11 0.379 1.230 3.094 1.949 1.077 NOUN NCFS000 2
celebración 6.02 2.428 1 11 -0.288 1.778 2.535 1.903 1.548 NOUN NCFS000 4
celo 7.56 2.612 2 11 0.145 1.301 1.954 1.740 0.937 NOUN NCMS000 2
celos 8.33 2.105 4 11 0.477 1.785 2.664 1.908 1.106 NOUN NCMP000 2
célula 9.40 1.666 5 11 1.098 1.342 2.555 2.316 1.157 NOUN NCFS000 3
cementerio 6.02 1.732 2 11 -0.450 1.623 2.884 2.076 1.382 NOUN NCMS000 4
cemento 6.40 2.040 3 11 -0.038 1.279 2.316 1.623 0.971 NOUN NCMS000 3
cena 3.92 1.676 1 10 -1.095 2.004 3.703 2.320 1.311 NOUN NCFS000 2
cenicero 4.68 2.217 1 11 -0.643 1.146 2.064 1.568 0.281 NOUN NCMS000 4
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ceniza 6.42 1.864 2 11 -0.374 0.903 1.875 1.690 0.868 ADJECTIVE AQ0FS0 3
censura 9.90 1.488 5 11 0.923 1.643 1.929 1.991 1.252 NOUN NCFS000 3
centímetro 7.76 1.665 3 11 0.074 0.778 2.210 1.633 0.451 NOUN NCMS000 4
central 6.72 2.138 1 11 -0.166 2.332 3.243 2.612 2.313 ADJECTIVE AQ0CS0 2
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centros 6.92 1.915 3 11 0.270 2.155 2.417 2.301 1.889 NOUN NCMP000 2
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centurión 10.16 1.448 5 11 1.172 1.462 0.954 0.316 NOUN NP00000 3
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cerámica 7.94 2.074 4 11 0.513 1.491 2.009 1.531 1.197 ADJECTIVE AQ0FS0 4
cerca 4.20 1.750 1 10 -0.908 2.663 4.028 2.330 2.331 ADPOSITION SPS00 2
cercanía 7.62 2.303 2 11 0.086 1.000 1.591 1.643 0.978 NOUN NCFS000 4
cercano 5.62 2.156 1 11 -0.377 1.724 2.895 2.176 1.499 ADJECTIVE AQ0MS0 3
cerdo 3.32 1.332 1 7 -1.083 1.477 3.222 1.898 1.209 NOUN NCMS000 2
cerdos 4.32 1.634 2 10 -1.367 1.415 2.742 1.748 0.909 NOUN NCMP000 2
cereal 5.58 1.751 2 9 -0.444 0.477 2.587 0.954 0.605 ADJECTIVE AQ0CS0 3
cereales 4.66 1.586 1 7 -0.800 0.954 2.380 1.519 1.105 ADJECTIVE AQ0CP0 4
cerebelo 10.22 1.433 6 11 1.132 1.000 0.954 0.241 NOUN NCMS000 4
cerebral 9.00 1.591 5 11 0.560 1.415 2.936 2.045 1.023 ADJECTIVE AQ0CS0 3
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ceremonia 8.20 2.277 2 11 0.289 1.716 2.907 2.210 1.436 NOUN NCFS000 4
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cerezas 4.44 1.618 1 8 -1.005 0.602 1.944 1.505 0.387 NOUN NCFP000 3
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cerilla 6.14 2.041 2 11 -0.360 0.301 1.301 1.322 0.271 NOUN NCFS000 3
cerillas 6.26 2.193 3 11 -0.312 0.301 1.531 1.447 0.318 NOUN NCFP000 3
cero 3.60 1.471 1 8 -1.040 2.948 3.192 2.041 1.487 NOUN NCFP000 2
cerrada 4.36 1.638 1 8 -0.870 1.602 3.101 2.193 1.354 ADJECTIVE AQ0FSP 3
cerrado 4.10 2.003 1 11 -1.301 2.072 3.204 2.286 1.654 ADJECTIVE AQ0MSP 3
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cerrar 3.28 1.457 1 7 -1.453 2.004 3.256 2.297 1.501 VERB VMN0000 2
cerrojo 7.18 2.324 2 11 -0.046 0.301 2.152 1.342 0.490 NOUN NCMS000 3
certeza 10.02 1.270 7 11 0.959 1.279 2.684 2.164 1.230 NOUN NCFS000 3
cervantes 9.98 1.824 1 11 1.341 1.973 1.839 1.372 NOUN NP00000 3
cerveza 7.40 2.100 2 11 -0.079 1.799 3.520 2.179 1.212 NOUN NCFS000 3
césped 5.78 1.855 3 10 -0.316 1.380 2.774 1.875 0.881 NOUN NCMS000 2
cesta 4.80 1.604 2 8 -0.728 1.041 2.190 1.591 0.704 NOUN NCFS000 2
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chachachá 8.16 2.333 4 11 0.238 1.380 0.301 0.044 NOUN NCMS000 3
chal 9.50 1.669 4 11 0.753 0.778 1.146 0.378 NOUN NCMS000 1
chaleco 5.30 1.581 2 10 -0.406 0.954 2.498 1.881 0.698 NOUN NCMS000 3
chalet 7.26 2.155 3 11 -0.119 1.591 1.778 1.643 0.400 NOUN NCMS000 2
champán 7.76 1.901 4 11 0.102 1.462 2.441 1.708 0.396 NOUN NCMS000 2
champiñón 6.98 2.352 1 11 -0.026 0.778 0.954 0.602 0.179 NOUN NCMS000 3
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chantaje 8.42 1.980 4 11 0.345 1.146 2.305 1.380 0.652 NOUN NCMS000 3
chapar 9.36 1.977 4 11 0.707 0.014 VERB VMN0000 2
chaqueta 4.66 1.599 1 9 -1.154 1.778 3.195 2.185 0.931 NOUN NCFS000 3
chaquetón 6.96 1.969 3 11 -0.289 1.079 0.903 1.079 0.170 NOUN NCMS000 3
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charco 4.68 1.544 1 8 -0.716 0.477 2.127 1.568 0.727 NOUN NCMS000 2
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charlar 6.56 2.476 1 11 0.031 1.505 2.583 1.633 0.627 VERB VMN0000 2
chat 10.56 0.787 8 11 1.579 1.845 0.479 NOUN NCMS000 1
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chavales 7.60 1.938 3 11 0.786 2.143 1.613 1.531 0.461 NOUN NCMP000 3
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