{
"cells": [
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Posterior probabilities and Likelyhoods for origin based on word pronunciation\n",
"\n",
"Tables with the posterior probabilities and likelihoods of *being from a region* based on the *stated pronunciation of one specific word*"
]
},
{
"cell_type": "code",
"execution_count": 13,
"metadata": {},
"outputs": [],
"source": [
"import sys\n",
"sys.path.append('..')\n",
"\n",
"from stimmen.cbs import province_geojson, gwb_in_province\n",
"\n",
"import pandas\n",
"import MySQLdb\n",
"import numpy\n",
"import json\n",
"\n",
"db = MySQLdb.connect(user='root', passwd='Nmmxhjgt1@', db='stimmen')\n",
"\n",
"from matplotlib import pyplot\n",
"import folium\n",
"from IPython.display import display\n",
"from shapely.geometry import Polygon, MultiPolygon, shape, Point\n",
"from jupyter_progressbar import ProgressBar\n",
"from collections import defaultdict\n",
"from ipy_table import make_table"
]
},
{
"cell_type": "code",
"execution_count": 7,
"metadata": {},
"outputs": [],
"source": [
"gemeentes = gwb_in_province('Friesland', region_level='gem', region_year=2018)"
]
},
{
"cell_type": "code",
"execution_count": 11,
"metadata": {},
"outputs": [],
"source": [
"gemeente_shapes = [shape(feature['geometry']) for feature in gemeentes['features']]\n",
"gemeente_names = [feature['properties']['GM_NAAM'] for feature in gemeentes['features']]\n",
"\n",
"def get_gemeente(point):\n",
" for i, shape_ in enumerate(gemeente_shapes):\n",
" if shape_.contains(point):\n",
" return i\n",
" return -1"
]
},
{
"cell_type": "code",
"execution_count": 14,
"metadata": {},
"outputs": [],
"source": [
"# Answers to how participants state a word should be pronounces.\n",
"\n",
"answers = pandas.read_sql('''\n",
"SELECT prediction_quiz_id, user_lat, user_lng, question_text, answer_text\n",
"FROM core_surveyresult as survey\n",
"INNER JOIN core_predictionquizresult as result ON survey.id = result.survey_result_id\n",
"INNER JOIN core_predictionquizresultquestionanswer as answer\n",
" ON result.id = answer.prediction_quiz_id\n",
"''', db)"
]
},
{
"cell_type": "code",
"execution_count": 15,
"metadata": {},
"outputs": [],
"source": [
"# Takes approximately 2 minutes\n",
"\n",
"gemeente_map = {\n",
" (lng, lat): get_gemeente(Point(lng, lat))\n",
" for lng, lat in set(zip(answers['user_lng'], answers['user_lat']))\n",
"}\n",
"\n",
"answers['gemeente'] = [\n",
" gemeente_map[(lng, lat)]\n",
" for lat, lng in zip(answers['user_lat'], answers['user_lng'])\n",
"]"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Posterior probability\n",
"\n",
"Probability for a gemeente given a specific pronunciation."
]
},
{
"cell_type": "code",
"execution_count": 6,
"metadata": {
"scrolled": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"armen\" (*lichaamsdeel)\n"
]
},
{
"data": {
"text/html": [
"
| support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
_____n (??m?n) | 17 | 1.3972 | 59% | 6% | | | | 6% | | 12% | 6% | 6% | | | | | | | 6% | | | |
_____n (?Rm?n) | 2 | 0.6931 | 50% | | | | | | | | 50% | | | | | | | | | | | |
_____n (e:?m?n) | 12 | 0.6792 | 58% | | | | | | | | 42% | | | | | | | | | | | |
_____n (j??m?n) | 69 | 1.1450 | 59% | | 7% | | 3% | | | | 25% | | | | | | | | 4% | | 1% | |
_____s (?:?ms) | 14 | 0.8305 | 64% | | | | 7% | | | | 29% | | | | | | | | | | | |
_____s (j??m?ns) | 1 | 0.0000 | 100% | | | | | | | | | | | | | | | | | | | |
_____s (j??ms) | 28 | 1.4615 | 50% | | | 4% | 7% | 4% | | | 21% | | | | | 11% | | | 4% | | | |
a____n (??m?n) | 187 | 2.3307 | 7% | 3% | 2% | 5% | 2% | 2% | 5% | 4% | 2% | 26% | 1% | 1% | 2% | 2% | 20% | 1% | 3% | | 12% | |
a____n (?Rm?n) | 37 | 2.2401 | 5% | | 3% | 3% | 5% | 3% | 5% | 5% | 3% | 30% | | | | 3% | 16% | | 3% | | 14% | 3% |
a____s (??ms) | 36 | 2.4134 | 6% | | | 6% | 19% | 3% | 3% | 3% | 11% | 14% | 3% | 3% | | 8% | 11% | | | | 8% | 3% |
e____n (??m?n) | 24 | 1.9428 | | | | 4% | 4% | 12% | | | 4% | 4% | | | 8% | | 29% | | 12% | | 21% | |
e____n (e:?m?n) | 202 | 2.4102 | 7% | | 1% | 18% | 6% | 1% | | 4% | 2% | 12% | 1% | 4% | 2% | 4% | 19% | | 5% | | 11% | |
e____s (?:?ms) | 176 | 2.4741 | 9% | | 7% | 6% | 13% | 5% | | 7% | 5% | 6% | | 5% | | 6% | 10% | | 5% | | 16% | |
j____n (j??m?n) | 1323 | 2.4688 | 7% | | 5% | 9% | 5% | 4% | 1% | 4% | 3% | 13% | 1% | 4% | | 6% | 21% | | 8% | | 11% | |
j____s (j??m?ns) | 42 | 1.6729 | 10% | | 5% | 26% | 2% | | | 2% | | 2% | | | | 2% | 43% | | 2% | | 5% | |
j____s (j??ms) | 797 | 2.5371 | 14% | | 12% | 3% | 11% | 5% | | 5% | 5% | 7% | 2% | 8% | | 9% | 5% | | 8% | | 6% | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"avond\"\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
_____n (???n) | 2 | 0.6931 | | 50% | | | | | | | 50% | | | | | | | | | | | |
_____n (?w?n) | 2 | 0.6931 | 50% | | | | | | | 50% | | | | | | | | | | | | |
_____nd (?:bn?t) | 1 | 0.0000 | | | | | | | | | 100% | | | | | | | | | | | |
_____nd (a:v?nt) | 5 | 0.6730 | 60% | | | | | | | | 40% | | | | | | | | | | | |
a___n (???n) | 43 | 1.6961 | | 12% | | 2% | 5% | | 2% | 2% | 5% | 7% | | | | 2% | 14% | | | | 49% | |
a__nd (a:v?nt) | 110 | 1.9439 | 4% | 1% | 1% | | 5% | 2% | 7% | 4% | 4% | 35% | | | 4% | | 15% | | | | 19% | |
i___n (?w?n) | 13 | 2.0318 | 15% | | 15% | | | | | 8% | | 15% | | 8% | | | 15% | | 8% | | 15% | |
i___nd (?.?nt) | 7 | 0.7963 | | | | | | | | | 14% | 14% | | | | | 71% | | | | | |
j____n (joun) | 26 | 0.8436 | 69% | | | | | | | | 23% | 4% | | | | | | | 4% | | | |
j____n (jun) | 78 | 1.3741 | 56% | | 4% | 1% | 6% | 3% | | 1% | 23% | | | | | 1% | | | 3% | | 1% | |
j____ne (jaun?) | 10 | 0.3251 | 90% | | | | | | | | | | | | | | | | 10% | | | |
j____ne (jun?) | 19 | 1.3571 | 42% | | 11% | | | | | | 32% | | | | | 11% | | | 5% | | | |
j___n (joun) | 286 | 2.5949 | 10% | | 3% | 9% | 6% | 3% | | 6% | 2% | 9% | 3% | 9% | | 14% | 11% | | 6% | | 7% | 1% |
j___ne (j?:n?) | 80 | 1.6800 | 45% | | 9% | | | | | | 11% | 1% | 1% | 8% | | 14% | 1% | | 10% | | | |
j___ne (jaun?) | 16 | 1.8904 | 31% | | 6% | | | | | | 6% | 12% | 6% | 6% | | 12% | 19% | | | | | |
j__n (jun) | 2044 | 2.5077 | 7% | | 6% | 9% | 7% | 4% | | 5% | 3% | 12% | 1% | 5% | | 5% | 18% | | 7% | | 10% | |
j__ne (jun?) | 217 | 2.3221 | 15% | | 18% | 1% | 18% | 4% | 1% | 3% | 6% | 1% | | 6% | | 7% | 3% | | 12% | | 1% | |
o___nd (?:bn?t) | 8 | 1.9062 | 12% | | | | | 12% | | 12% | | 12% | | | 12% | | | | | | 12% | 25% |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"bij\" (*insect)\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
b___ (b?i) | 2304 | 2.5549 | 7% | | 6% | 7% | 8% | 4% | 1% | 4% | 3% | 12% | 1% | 5% | | 6% | 17% | | 6% | | 11% | |
b___ (be:i) | 156 | 1.9179 | 37% | | 23% | 1% | 2% | 1% | | 1% | 8% | 3% | | 1% | | 4% | 9% | | 7% | | 4% | |
b___ (bi:) | 39 | 2.2770 | 18% | | | 5% | 3% | | | 5% | 10% | 13% | | 5% | 3% | 5% | 21% | | 8% | | 5% | |
b___ (bæi) | 206 | 2.5424 | 10% | | 6% | 14% | 6% | 2% | | 9% | 2% | 9% | 1% | 9% | | 8% | 6% | | 11% | | 7% | |
b____ (b?i) | 106 | 1.3277 | 58% | 1% | 2% | 1% | 2% | 2% | | 1% | 25% | 1% | | | | 3% | | | 4% | | 1% | |
b____ (b?i?) | 64 | 2.4013 | 20% | | 2% | 5% | 5% | 6% | | 6% | 2% | 14% | | 3% | | 8% | 14% | | 6% | | 6% | 3% |
b____ (be:i) | 10 | 0.9404 | 70% | | | | 10% | | | | 10% | | | | | | | | 10% | | | |
b____ (bi:) | 2 | 0.6931 | 50% | | | | | | | | 50% | | | | | | | | | | | |
b____ (bæi) | 10 | 1.2799 | 30% | | 20% | | 10% | | | | 40% | | | | | | | | | | | |
h_________r (h?n??ow?r) | 6 | 1.2425 | 50% | | 17% | | | | | 17% | 17% | | | | | | | | | | | |
h_________r (hy:n?xau?r) | 3 | 0.6365 | 67% | | | | 33% | | | | | | | | | | | | | | | |
h_______r (h?n??ow?r) | 22 | 1.9247 | 9% | | 5% | 9% | | | | | 5% | 14% | | | | | 14% | | 18% | | 27% | |
h______r (hy:n?xau?r) | 2 | 0.6931 | | | | | | | | | | | | 50% | 50% | | | | | | | |
h_____k (hork) | 2 | 0.6931 | 50% | | | | | | | | 50% | | | | | | | | | | | |
h___k (hork) | 19 | 1.8076 | 16% | 5% | 5% | 5% | | | | | | 5% | | | | | 37% | | 11% | | 16% | |
i____ (im?) | 5 | 1.3322 | | | | 20% | 20% | | | | | 40% | | | | | | | 20% | | | |
i__________r (i:n?fand?r) | 2 | 0.0000 | 100% | | | | | | | | | | | | | | | | | | | |
i_______r (i:n?fand?r) | 9 | 1.8892 | 11% | | | | 11% | | | 22% | 11% | | | | 22% | | 11% | | | | 11% | |
k___ (ko:k?n) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"blad\" (aan een boom)\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
b___ (bl?:t) | 2211 | 2.5173 | 9% | | 6% | 8% | 9% | 5% | | 4% | 4% | 11% | 1% | 3% | | 4% | 18% | | 7% | | 10% | |
b___ (bl?d) | 93 | 2.2814 | 11% | 6% | 4% | 2% | 2% | 1% | 9% | 3% | 3% | 30% | | | 1% | 2% | 11% | | 3% | | 11% | |
b___ (bl?t) | 101 | 1.8962 | 7% | | | | 4% | 1% | 2% | 3% | 7% | 20% | | | 2% | 1% | 19% | | 1% | | 34% | |
b___ (blet) | 562 | 2.3691 | 21% | | 7% | 6% | 2% | | | 7% | 5% | 5% | 2% | 14% | | 14% | 5% | | 8% | | 2% | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"borst\" (*lichaamsdeel)\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
b___t (b??t) | 24 | 1.9658 | 8% | 4% | 4% | 12% | 4% | | | 4% | | 4% | | | | | 42% | | 4% | | 8% | 4% |
b__st (b??st) | 259 | 2.3487 | 9% | 1% | 1% | 11% | 4% | 2% | 3% | 5% | 3% | 17% | 1% | 1% | 2% | 2% | 25% | | 3% | | 10% | 1% |
b__st (b?ast) | 696 | 2.2006 | 29% | | 8% | 2% | 2% | 1% | | 7% | 8% | 2% | 3% | 14% | | 14% | 2% | | 7% | | 1% | |
b__st (b?st) | 223 | 1.7252 | 4% | | 1% | 49% | 3% | | 2% | 3% | 1% | 8% | 1% | | | | 18% | | 2% | | 8% | |
b__st (bost) | 68 | 2.2301 | 4% | 4% | 1% | 3% | 1% | 3% | 3% | 4% | 3% | 16% | | 4% | | | 22% | 1% | 3% | | 25% | |
b__st (bw?st) | 1697 | 2.4434 | 6% | | 7% | 3% | 11% | 6% | | 3% | 4% | 14% | | 2% | | 4% | 18% | | 8% | | 13% | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"dag\"\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
___ch (?:x) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
d___ (d?:x) | 61 | 1.8402 | 7% | 3% | 2% | 7% | 3% | 3% | 2% | 3% | | 16% | | | | 2% | 7% | | | | 46% | |
d___ (d??) | 127 | 1.3325 | 57% | | 4% | 1% | 3% | 2% | | 1% | 24% | 1% | | | | 2% | | | 4% | | 1% | |
d___ (d?x) | 164 | 2.3404 | 13% | 4% | 3% | 1% | 3% | 2% | 4% | 4% | 7% | 26% | | 1% | 1% | 1% | 15% | 1% | 2% | | 12% | 1% |
d__i (d??) | 2615 | 2.5604 | 9% | | 7% | 8% | 8% | 4% | | 4% | 3% | 10% | 1% | 5% | | 7% | 16% | | 7% | | 9% | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"deurtje\"\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
___ch (?.?x) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
d_____ (d?:?k?) | 30 | 1.1318 | 63% | | 3% | | | | | 3% | 20% | 3% | | | | | | | 7% | | | |
d_____ (d?:tin) | 4 | 1.3863 | | | | | 25% | 25% | | | | | | | | | | | 25% | | | 25% |
d_____ (d?:tsi) | 68 | 1.6490 | 7% | | | 3% | 1% | 1% | 1% | 1% | 1% | 16% | | | 1% | | 21% | | | | 44% | |
d_____ (d??k?) | 1 | 0.0000 | 100% | | | | | | | | | | | | | | | | | | | |
d_____ (d??ti) | 6 | 1.3297 | 33% | | | | | | | | 17% | 17% | | | | | 33% | | | | | |
d_____ (do:?tj?) | 2 | 0.6931 | 50% | | | | | | | | 50% | | | | | | | | | | | |
d_____ (do?tj?) | 5 | 0.9503 | | 20% | | | | | | 20% | 60% | | | | | | | | | | | |
d_____ (dw??k?) | 97 | 1.3196 | 57% | | 4% | 1% | 4% | 2% | | | 25% | | | | | 3% | | | 3% | | 1% | |
d_____ (dø:?tj?) | 1 | 0.0000 | | | | | 100% | | | | | | | | | | | | | | | |
d____e (d?:?k?) | 406 | 2.5043 | 9% | 1% | 4% | 15% | 7% | 2% | 2% | 4% | 2% | 12% | 1% | 4% | | 3% | 18% | | 6% | | 9% | |
d____e (d??k?) | 89 | 1.2663 | 2% | | 2% | 69% | 1% | 1% | | 1% | 1% | 4% | | 2% | | | 11% | | 3% | | 1% | |
d____e (do:?tj?) | 36 | 2.1478 | 8% | | | 6% | | 3% | 3% | 6% | 6% | 25% | | | 6% | 3% | 25% | | 3% | | 8% | |
d____e (do?tj?) | 69 | 2.2840 | 13% | 3% | 3% | 4% | 6% | | 7% | 4% | 1% | 29% | 1% | 1% | | 1% | 9% | | 3% | | 13% | |
d____e (dw??k?) | 2138 | 2.5551 | 9% | | 8% | 4% | 8% | 5% | | 5% | 4% | 11% | 1% | 6% | | 7% | 15% | | 8% | | 9% | |
d____e (dø:?tj?) | 7 | 0.5983 | | | | | | | | | | 29% | | | | | 71% | | | | | |
n lid d__ (da:?) | 2 | 0.0000 | 100% | | | | | | | | | | | | | | | | | | | |
n lid d__r (da:?) | 6 | 1.5607 | | | | | 17% | | | | | 17% | | | 17% | | 17% | | | | 33% | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"geel\"\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
___ch (?:x) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
___l (???l) | 1959 | 2.4622 | 15% | | 5% | 10% | 3% | 1% | | 5% | 6% | 8% | 1% | 7% | | 9% | 17% | | 7% | | 5% | |
___l (?e:l) | 266 | 2.3880 | 6% | 1% | 7% | 2% | 14% | 9% | 1% | 2% | 2% | 21% | 1% | 1% | 1% | | 11% | | 5% | | 15% | 1% |
___l (?e?l) | 699 | 2.2919 | 2% | 1% | 9% | 1% | 17% | 10% | 1% | 2% | 2% | 14% | | 1% | 1% | 1% | 10% | | 6% | | 21% | |
___l (?i?l) | 43 | 2.2299 | 9% | 2% | | 9% | | 2% | 9% | 2% | 7% | 23% | | | | 2% | 14% | | 5% | | 14% | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"gegaan\"\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
g___ (?i?n) | 41 | 2.4940 | 12% | | 5% | 7% | 2% | 2% | | 5% | 10% | 7% | 2% | 2% | | 10% | 15% | 2% | 2% | | 15% | |
g___ (g?:n) | 757 | 2.3858 | 22% | | 4% | 6% | 1% | 1% | | 8% | 4% | 8% | 2% | 11% | | 13% | 4% | | 10% | | 5% | |
g___ (g?nt) | 17 | 1.6459 | 29% | | 6% | 12% | | | | | | | | 6% | | | 35% | | 6% | | 6% | |
g___ (ga:n) | 111 | 2.1550 | 5% | 6% | 2% | 1% | 5% | | 4% | 5% | 5% | 21% | | 2% | 2% | 1% | 18% | | | | 25% | |
g___ (gi?n) | 1421 | 2.5214 | 8% | | 10% | 7% | 13% | 6% | | 2% | 6% | 9% | 1% | 3% | 1% | 4% | 16% | | 7% | | 7% | |
g___ (gi?nt) | 127 | 1.9018 | 7% | | 3% | 23% | 4% | 2% | 1% | 3% | 2% | 7% | | 1% | | 1% | 40% | | 2% | | 5% | |
g___ (gon?n) | 405 | 2.1671 | 6% | | 2% | 5% | 2% | 2% | | 4% | 1% | 18% | | 3% | | 4% | 24% | | 4% | | 23% | |
g___ (x?:n) | 11 | 1.7202 | 18% | | | | | | 18% | | 18% | 27% | | | | | 9% | | | | | 9% |
g___ (x?n) | 18 | 1.9371 | 22% | | | 17% | 11% | 6% | | | | | 11% | 6% | | 22% | 6% | | | | | |
g___ (x?xa:n) | 59 | 1.7367 | 7% | | 2% | | | | 7% | 2% | 3% | 46% | | | 2% | 2% | 12% | | 2% | | 17% | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"gezet\"\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
___n (s?dn) | 297 | 2.5513 | 8% | | 5% | 9% | 6% | 3% | | 4% | 6% | 12% | | 6% | 1% | 7% | 15% | | 8% | | 8% | |
___n (s?tn) | 1164 | 2.4601 | 11% | | 5% | 10% | 6% | 4% | 1% | 4% | 4% | 10% | | 4% | | 4% | 21% | | 6% | | 11% | |
___t (??s?t) | 563 | 2.5818 | 11% | | 8% | 6% | 7% | 3% | 1% | 5% | 4% | 11% | 1% | 5% | | 7% | 14% | | 6% | | 9% | |
___t (s?t) | 818 | 2.5960 | 13% | 1% | 7% | 3% | 10% | 5% | | 5% | 6% | 11% | 2% | 6% | | 8% | 7% | | 8% | | 8% | |
___t (x?s?t) | 125 | 2.4248 | 16% | 1% | 5% | 4% | 4% | 2% | 3% | 1% | 4% | 23% | 1% | 4% | 2% | 5% | 12% | | 2% | | 11% | 1% |
k____e (kojts?) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"heel\"\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
h____ (h??l) | 103 | 1.0640 | 62% | | 4% | | 2% | | | 1% | 27% | 1% | | | | 1% | | | 2% | | | |
h____ (he:l) | 18 | 1.6087 | 50% | 6% | | | 6% | 6% | | 6% | 17% | | | | | | | | 6% | | 6% | |
h____ (he?l) | 13 | 1.4105 | 54% | | 8% | | 8% | 8% | | | 15% | | | | | 8% | | | | | | |
h____ (hi:l) | 7 | 1.2770 | 43% | | | | 14% | | | | 14% | | | | | | | | 29% | | | |
h____ (hø:l) | 2 | 0.6931 | | | | 50% | | | | | | | | | | 50% | | | | | | |
h___l (h??l) | 1297 | 2.5246 | 16% | | 8% | 4% | 7% | 2% | | 4% | 6% | 11% | 1% | 5% | | 8% | 11% | | 8% | | 6% | |
h___l (he:l) | 943 | 2.4102 | 2% | | 5% | 11% | 9% | 6% | 1% | 4% | 1% | 13% | | 3% | 1% | 3% | 20% | | 6% | | 15% | |
h___l (he?l) | 423 | 2.3910 | 2% | | 6% | 11% | 8% | 6% | 1% | 4% | 1% | 12% | | 2% | 1% | 4% | 22% | | 5% | | 13% | |
h___l (hi:l) | 50 | 2.1607 | 14% | | 12% | 6% | 2% | | | 2% | 2% | 16% | | | | 10% | 22% | | 8% | | 6% | |
h___l (hø:l) | 111 | 1.9798 | 3% | 2% | | 1% | | | | 14% | 4% | 3% | 9% | 32% | | 22% | 6% | | 4% | | 2% | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"kaas\"\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
____e (kez?) | 8 | 1.4942 | 38% | | | | | 12% | | | | 25% | | | | | 12% | | | | | 12% |
____s (k?:?s) | 36 | 2.1993 | 19% | 3% | 6% | | 6% | | | 3% | 14% | 17% | | | 8% | | 8% | | 3% | | 14% | |
____s (k?:s) | 11 | 1.8462 | 18% | | | | | | | | 9% | | | 9% | 9% | 18% | 27% | | 9% | | | |
____s (ke?s) | 71 | 1.9526 | 6% | 7% | | 1% | | 3% | 4% | 1% | 6% | 15% | | 1% | | | 18% | | 1% | | 35% | |
____s (se?s) | 14 | 1.4508 | 7% | | | | | | 7% | | 7% | | | 7% | | 7% | 57% | | 7% | | | |
____s (si:s) | 593 | 2.4452 | 15% | | 4% | 13% | 3% | 2% | | 9% | 2% | 7% | 2% | 13% | | 13% | 10% | | 5% | | 3% | 1% |
____s (tsi:s) | 2135 | 2.5168 | 11% | | 7% | 6% | 9% | 5% | | 3% | 5% | 11% | 1% | 3% | | 5% | 16% | | 8% | | 10% | |
___t (s?t) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
k___s (ka:s) | 99 | 2.0962 | 5% | 1% | 2% | 2% | 6% | 1% | 6% | 4% | 4% | 36% | | | 3% | | 14% | | 2% | | 13% | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"koken\"\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
k___ (k?tj?) | 2 | 0.0000 | 100% | | | | | | | | | | | | | | | | | | | |
k___ (ko:k?n) | 206 | 2.4080 | 23% | 1% | 7% | | 4% | | 2% | 1% | 9% | 12% | 1% | 3% | | 5% | 10% | | 9% | | 9% | |
k___ (kou?n) | 33 | 2.2278 | 27% | | 6% | 3% | 3% | 3% | | 6% | 15% | 9% | | 3% | 6% | | 9% | | | | 9% | |
k____ (k?:kj?) | 3 | 1.0986 | 33% | | | | | | | | 33% | | | | | | | | 33% | | | |
k____ (kojts?) | 4 | 0.5623 | 25% | | | | | | | | 75% | | | | | | | | | | | |
k____ (kouk?) | 24 | 1.0557 | 71% | | | | | | | 8% | 8% | 4% | | | | 4% | | | 4% | | | |
k____e (kojts?) | 223 | 1.7448 | 1% | | | 43% | | | | 17% | | 4% | 2% | 11% | 1% | | 16% | | | | 2% | 1% |
k____e (kouk?) | 332 | 2.4637 | 12% | 1% | 5% | 3% | 8% | 3% | 2% | 1% | 3% | 18% | | 3% | 1% | 3% | 12% | | 7% | | 16% | |
k___e (k?:kj?) | 43 | 1.1948 | 5% | | | 2% | 5% | 2% | 2% | 9% | 2% | 2% | | | | | 70% | | | | | |
k___e (k?kj?) | 178 | 1.1343 | 1% | | 1% | 33% | 1% | | | 1% | | 1% | | | 1% | | 56% | | 2% | | 4% | |
k___e (k?tj?) | 9 | 1.5230 | 22% | | | | | 11% | | | | 11% | | | 22% | | 33% | | | | | |
s___ (s????) | 70 | 1.5019 | 50% | | 6% | 1% | 7% | 3% | | | 24% | | | | | 3% | | | 4% | | 1% | |
s___ (s??d?) | 2 | 0.6931 | 50% | | | | | | | | 50% | | | | | | | | | | | |
s___e (s????) | 1639 | 2.5359 | 9% | | 8% | 2% | 10% | 5% | | 4% | 4% | 12% | 1% | 5% | | 9% | 11% | | 8% | | 11% | |
s___e (s??d?) | 158 | 2.4642 | 9% | | 6% | 5% | 7% | 4% | | 4% | 4% | 18% | 1% | 5% | | 7% | 15% | | 6% | | 8% | |
sp___e (sp??kt?) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
ts___ (ts??d?) | 1 | 0.0000 | | | | | | | | | 100% | | | | | | | | | | | |
ts___e (ts??d?) | 40 | 2.3062 | 15% | | 8% | | 8% | 12% | | 8% | 5% | 10% | | 5% | | 5% | 18% | | | | 8% | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"oog\"\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
___ch (?.?x) | 634 | 2.2324 | 6% | | 2% | 4% | 4% | 2% | | 3% | 2% | 21% | 1% | 3% | 1% | 3% | 15% | | 3% | | 27% | |
___ch (?:x) | 357 | 2.1093 | 6% | | 7% | 1% | 33% | 21% | | 2% | 5% | 6% | 1% | 1% | 1% | 3% | 3% | | 6% | | 4% | |
___ch (a?x) | 22 | 1.9440 | 14% | | | | 9% | | | 5% | 5% | 5% | | | 9% | 5% | 32% | | 18% | | | |
___ch (e?x) | 1763 | 2.4743 | 15% | | 8% | 10% | 3% | 1% | | 5% | 5% | 7% | 1% | 7% | | 8% | 17% | | 8% | | 3% | |
h___l (he?l) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
o___ (o:x) | 163 | 2.0324 | 7% | 3% | 1% | 1% | 4% | 1% | 6% | 2% | 4% | 27% | | | 1% | | 15% | | 2% | | 26% | |
o___ (o??) | 28 | 2.1273 | 21% | | 7% | | | 4% | | 4% | 7% | 25% | | 4% | | | 11% | | 4% | | 11% | 4% |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"sprak (toe)\"\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
sp___ (sp??k) | 24 | 1.2425 | 50% | 4% | | | 4% | | | 4% | 33% | 4% | | | | | | | | | | |
sp___ (sp??kt?) | 21 | 1.1425 | 33% | | 14% | | | | | | 48% | | | | | | | | 5% | | | |
sp___ (sp??ts) | 82 | 1.2852 | 63% | | 2% | 1% | 5% | 2% | | | 16% | | | | | 4% | | | 5% | | 1% | |
sp___ (sp?e?k) | 4 | 1.0397 | 50% | | | | | | | 25% | 25% | | | | | | | | | | | |
sp___ (sp?i:k) | 3 | 0.6365 | 67% | | | | | | | | 33% | | | | | | | | | | | |
sp___ (sp?øk) | 2 | 0.6931 | 50% | | | | | | | | 50% | | | | | | | | | | | |
sp___ (spR?k) | 7 | 0.0000 | 100% | | | | | | | | | | | | | | | | | | | |
sp___e (sp??kt?) | 234 | 2.4325 | 15% | | 6% | 11% | 5% | 1% | | 1% | 5% | 9% | 1% | 7% | | 6% | 17% | | 8% | | 8% | |
sp___k (sp?e?k) | 18 | 2.0621 | 17% | | | | | 6% | | 11% | 11% | 6% | | | 6% | | 17% | | 6% | | 22% | |
sp___k (sp?øk) | 14 | 2.1066 | 14% | | | 14% | 14% | | | 7% | 7% | | | | | | 21% | | 7% | | 7% | 7% |
sp___k (spR?k) | 38 | 2.3010 | 18% | 3% | 3% | 5% | | 8% | 3% | 3% | | 18% | | 3% | | 5% | 13% | | 5% | | 13% | |
sp___s (sp??ts) | 2146 | 2.5556 | 9% | | 7% | 7% | 8% | 4% | | 5% | 3% | 11% | 1% | 6% | | 7% | 16% | | 7% | | 9% | |
sp__k (sp??k) | 287 | 2.4272 | 6% | 2% | 2% | 5% | 7% | 2% | 4% | 3% | 4% | 22% | 1% | 2% | 1% | 3% | 14% | | 3% | | 19% | |
sp__k (sp?i:k) | 87 | 2.2775 | 8% | | 2% | 11% | 14% | 1% | 1% | 3% | 1% | 8% | | | 6% | 3% | 22% | | 2% | | 16% | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"tand\"\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
k____ (ki:z?) | 1 | 0.0000 | 100% | | | | | | | | | | | | | | | | | | | |
k___e (ki:z?) | 16 | 2.1830 | | | 6% | 6% | 6% | | 6% | | | 6% | | 6% | 12% | 6% | 31% | | 6% | | 6% | |
t____ (t?:n) | 6 | 1.0114 | 50% | 17% | | | | | | 33% | | | | | | | | | | | | |
t____ (t?nt) | 10 | 0.8979 | 60% | | | | 10% | | | | 30% | | | | | | | | | | | |
t____ (t?sk) | 36 | 0.9022 | 64% | | 6% | | | | | | 28% | | | | | | | | 3% | | | |
t____ (t?sk?) | 1 | 0.0000 | 100% | | | | | | | | | | | | | | | | | | | |
t____ (ta:n?) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
t____ (tosk) | 89 | 1.4133 | 55% | | 3% | 1% | 4% | 2% | | | 24% | 1% | | | | 3% | | | 4% | | 1% | |
t___d (t?nt) | 122 | 1.7863 | 3% | | | | 3% | 1% | 7% | 2% | 3% | 38% | | | 2% | 1% | 12% | | 1% | | 27% | 1% |
t___e (t?sk?) | 78 | 2.3804 | 5% | | 1% | 22% | 6% | 3% | 1% | 13% | 4% | 8% | | 12% | | 5% | 12% | | 5% | | 4% | |
t___e (ta:n?) | 5 | 1.3322 | | | | | | | | | 20% | | | | 20% | | 40% | | | | 20% | |
t___k (t?sk) | 215 | 1.5896 | 53% | | 15% | | 2% | | | | 15% | 1% | 2% | 1% | | 4% | 2% | | 2% | | 1% | |
t___n (t?:n) | 77 | 2.5376 | 8% | 8% | 4% | 4% | 4% | 4% | 4% | 4% | | 12% | | | 4% | 3% | 14% | 1% | 9% | | 17% | 1% |
t___s (tos) | 15 | 2.1535 | 7% | | | 13% | | | | 7% | 7% | 7% | 7% | | | 7% | 27% | | 7% | | 13% | |
t___sk (tosk) | 2296 | 2.5270 | 6% | | 6% | 8% | 8% | 4% | | 5% | 3% | 11% | 1% | 6% | | 7% | 17% | | 8% | | 10% | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"trein\"\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
t____ (t???n) | 103 | 1.3851 | 58% | | 2% | 1% | 4% | 2% | | 2% | 21% | 1% | | | | 3% | | | 5% | | 1% | |
t____ (t?e?n) | 31 | 0.9864 | 61% | | 10% | | 3% | | | | 26% | | | | | | | | | | | |
t____ (tR??n) | 9 | 0.9650 | 44% | 11% | | | | | | | 44% | | | | | | | | | | | |
t____n (t???n) | 2401 | 2.5367 | 7% | | 4% | 8% | 8% | 4% | 1% | 5% | 2% | 12% | 1% | 5% | | 6% | 17% | | 6% | | 11% | |
t____n (t?e?n) | 259 | 2.1255 | 23% | | 26% | 1% | 4% | 2% | | 1% | 14% | 3% | 1% | 3% | 1% | 5% | 5% | | 11% | | 1% | |
t____n (tR??n) | 164 | 2.5043 | 13% | | 4% | 4% | 5% | 5% | 1% | 7% | 5% | 12% | 1% | 4% | | 13% | 11% | | 10% | | 4% | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"vis\"\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
___s (f?s) | 828 | 2.4834 | 11% | 1% | 2% | 17% | 3% | 1% | 2% | 7% | 3% | 10% | 2% | 8% | | 6% | 16% | | 3% | | 9% | |
___sk (fisk) | 2139 | 2.5246 | 12% | | 8% | 3% | 9% | 5% | | 3% | 5% | 12% | | 4% | | 6% | 15% | | 8% | | 10% | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"zaterdag\"\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
s_____ (s?:t??j?) | 774 | 2.0527 | 28% | | 12% | | 1% | | | 3% | 12% | 2% | 3% | 11% | | 14% | 1% | | 13% | | | |
s_____ (sa:t?d?x) | 156 | 2.2811 | 12% | 3% | 3% | 1% | 2% | 1% | 5% | 3% | 4% | 31% | 2% | 1% | 2% | 1% | 14% | | 2% | | 12% | 1% |
s_____ (sa:t?dex) | 45 | 1.6858 | 4% | 4% | | | 2% | 2% | 4% | 4% | 2% | 16% | | 2% | 2% | | 2% | | | | 53% | |
s_____ (sa:t?di) | 174 | 2.0078 | 32% | | 9% | | 3% | | 1% | 5% | 5% | 1% | 1% | 10% | 1% | 17% | 1% | | 15% | | | |
s_____ (sn??n) | 35 | 1.5481 | 40% | | 3% | 3% | 11% | 6% | | 3% | 31% | | | | | | | | | | 3% | |
s_____ (sn??t) | 11 | 0.8856 | 9% | | | | | | | | | 9% | | | 9% | | 73% | | | | | |
s_____ (sn?wn) | 2 | 0.0000 | 100% | | | | | | | | | | | | | | | | | | | |
s_____ (snjoun) | 3 | 1.0986 | 33% | | 33% | | | | | | 33% | | | | | | | | | | | |
s____n (sn??n) | 1685 | 2.2685 | 1% | | 4% | 12% | 11% | 6% | | 5% | 1% | 15% | | 2% | | 2% | 23% | | 4% | | 13% | |
s____n (sn?wn) | 21 | 2.1494 | 5% | | | 5% | 14% | 10% | | 10% | | 10% | | | 5% | 5% | 24% | | | | 14% | |
s____n (snjoun) | 61 | 2.4686 | 7% | | | 10% | 11% | 7% | 2% | 3% | 3% | 8% | | 2% | 3% | 2% | 21% | 2% | 7% | | 11% | 2% |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"armen\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
_____n (??m?n) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
_____n (e:?m?n) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
_____s (?:?ms) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
_____s (??ms) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
_____s (j??ms) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"avond\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
_____n (?w?n) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
_____nd (?.?nt) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
_____nd (a:v?nt) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
j____n (joun) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
j____n (jun) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
j____ne (jaun?) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"bij\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
b____ (b?i) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
b____ (bæi) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
h_________r (h?n??ow?r) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
h_________r (hy:n?xau?r) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
h_____k (hork) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
i__________r (i:n?fand?r) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"blad\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
b___ (bl?:t) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
b___ (bl?d) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
b___ (bl?t) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"borst\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
b___t (b??t) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
b__st (b??st) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
b__st (b?st) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
b__st (bost) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"dag\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
d___ (d?:x) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
d___ (d??) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
d___ (d?x) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"deurtje\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
d_____ (d?:?k?) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
d_____ (do?tj?) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"geel\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
___l (???l) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
___l (?e:l) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
___l (?e?l) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
___l (?i?l) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"heel\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
h____ (h??l) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
h____ (he:l) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
h____ (he?l) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"ik ben gegaan\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
g___ (?i?n) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
g___ (ga:n) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
g___ (gi?n) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
g___ (gi?nt) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"ik heb gezet\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
___n (s?tn) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
___t (s?t) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"ik sprak\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
sp___ (sp??k) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
sp___ (sp??kt?) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
sp___ (sp??ts) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
sp___ (sp?e?k) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
sp___ (sp?i:k) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"kaas\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
____s (k?:?s) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
____s (k?:s) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
____s (ke?s) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
____s (se?s) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
____s (tsi:s) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"koken\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
k___ (k?tj?) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
k___ (ko:k?n) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
k____ (kojts?) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
k____ (kouk?) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"oog\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
___ch (?.?x) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
___ch (?:x) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
___ch (e?x) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
o___ (o:x) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"tand\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
k____ (ki:z?) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
t____ (t?:n) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
t____ (tos) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
t____ (tosk) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"trein\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
t____ (t???n) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
t____ (t?e?n) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
t____ (tR??n) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"vis\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
___s (f?s) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
___sk (fisk) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"zaterdag\n"
]
},
{
"data": {
"text/html": [
" | support | entropy | Achtkarspelen | Ameland | Dantumadiel | De Fryske Marren | Dongeradeel | Ferwerderadiel | Harlingen | Heerenveen | Kollumerland c.a. | Leeuwarden | Ooststellingwerf | Opsterland | Schiermonnikoog | Smallingerland | Súdwest-Fryslân | Terschelling | Tytsjerksteradiel | Vlieland | Waadhoeke | Weststellingwerf |
s_____ (sa:t?d?x) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
s_____ (sn?wn) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
s_____ (snjoun) | 0 | 0 | | | | | | | | | | | | | | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"colors = pyplot.get_cmap('tab20').colors\n",
"\n",
"for question, rows in answers.groupby('question_text'):\n",
" answer_texts = set(rows['answer_text'])\n",
" print(question)\n",
" display(make_table(\n",
" [['', 'support', 'entropy'] + gemeente_names] + [\n",
" [\n",
" answer_text, summed,\n",
" sum(\n",
" -numpy.log(p) * p\n",
" for gemeente, count in counts.items()\n",
" if gemeente >= 0\n",
" for p in [count / summed if summed > 0 else 0] # alias\n",
" )] + [\n",
" '%d%%' % percentage if percentage > 0 else ''\n",
" for gemeente, gemeente_name in enumerate(gemeente_names)\n",
" for percentage in [round(100 * counts[gemeente] / summed) if summed > 0 else 0] # alias\n",
" ]\n",
" for answer_text, rows_ in rows.groupby('answer_text')\n",
" \n",
" for counts in [defaultdict(lambda: 0, rows_['gemeente'][rows_['gemeente'] >= 0].value_counts())] # alias\n",
" for summed in [sum(counts.values())] # alias\n",
" ]\n",
" ))"
]
},
{
"cell_type": "markdown",
"metadata": {},
"source": [
"# Likelyhoods\n",
"\n",
"Probabilty of a pronunciation given that someone is from a municipality"
]
},
{
"cell_type": "code",
"execution_count": 52,
"metadata": {
"scrolled": false
},
"outputs": [
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"armen\" (*lichaamsdeel)\n"
]
},
{
"data": {
"text/html": [
" | _____n (?Rm?n) | _____s (j??m?ns) | j____s (j??ms) | _____s (?:?ms) | _____n (j??m?n) | _____s (j??ms) | a____n (?Rm?n) | _____n (e:?m?n) | j____n (j??m?n) | e____s (?:?ms) | e____n (??m?n) | j____s (j??m?ns) | _____n (??m?n) | e____n (e:?m?n) | a____s (??ms) | a____n (??m?n) |
Achtkarspelen | | | 33.0000 | 3.0000 | 12.0000 | 4.0000 | 1.0000 | 2.0000 | 27.0000 | 5.0000 | | 1.0000 | 3.0000 | 4.0000 | 1.0000 | 4.0000 |
Ameland | | | | | | | | | 12.0000 | | | | 12.0000 | 12.0000 | | 62.0000 |
Dantumadiel | | | 51.0000 | | 3.0000 | | 1.0000 | | 34.0000 | 7.0000 | | 1.0000 | | 2.0000 | | 2.0000 |
De Fryske Marren | | | 11.0000 | | | | | | 55.0000 | 5.0000 | | 5.0000 | | 17.0000 | 1.0000 | 4.0000 |
Dongeradeel | | | 42.0000 | | 1.0000 | 1.0000 | 1.0000 | | 33.0000 | 11.0000 | | | | 6.0000 | 3.0000 | 2.0000 |
Ferwerderadiel | | | 36.0000 | | | 1.0000 | 1.0000 | | 44.0000 | 7.0000 | 3.0000 | | 1.0000 | 3.0000 | 1.0000 | 4.0000 |
Harlingen | | | 5.0000 | | | | 10.0000 | | 35.0000 | | | | | | 5.0000 | 45.0000 |
Heerenveen | | | 33.0000 | | | | 2.0000 | | 40.0000 | 10.0000 | | 1.0000 | 2.0000 | 7.0000 | 1.0000 | 6.0000 |
Kollumerland c.a. | 1.0000 | | 29.0000 | 3.0000 | 13.0000 | 5.0000 | 1.0000 | 4.0000 | 29.0000 | 7.0000 | 1.0000 | | 1.0000 | 3.0000 | 3.0000 | 3.0000 |
Leeuwarden | | | 17.0000 | | | | 3.0000 | | 51.0000 | 3.0000 | | | | 8.0000 | 2.0000 | 15.0000 |
Ooststellingwerf | | | 44.0000 | | | | | | 37.0000 | | | | | 7.0000 | 4.0000 | 7.0000 |
Opsterland | | | 45.0000 | | | | | | 41.0000 | 6.0000 | | | | 6.0000 | 1.0000 | 1.0000 |
Schiermonnikoog | | | | | | | | | 17.0000 | | 17.0000 | | | 33.0000 | | 33.0000 |
Smallingerland | | | 40.0000 | | | 2.0000 | 1.0000 | | 43.0000 | 6.0000 | | 1.0000 | | 4.0000 | 2.0000 | 2.0000 |
Súdwest-Fryslân | | | 9.0000 | | | | 1.0000 | | 62.0000 | 4.0000 | 2.0000 | 4.0000 | | 9.0000 | 1.0000 | 9.0000 |
Terschelling | | | | | | | | | | | | | | | | 100.0000 |
Tytsjerksteradiel | | | 32.0000 | | 2.0000 | 1.0000 | 1.0000 | | 51.0000 | 4.0000 | 2.0000 | 1.0000 | 1.0000 | 5.0000 | | 3.0000 |
Waadhoeke | | | 18.0000 | | | | 2.0000 | | 50.0000 | 10.0000 | 2.0000 | 1.0000 | | 8.0000 | 1.0000 | 8.0000 |
Weststellingwerf | | | 14.0000 | | | | 14.0000 | | 43.0000 | | | | | 14.0000 | 14.0000 | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"avond\"\n"
]
},
{
"data": {
"text/html": [
" | j__n (jun) | _____n (???n) | a___n (???n) | j___n (joun) | j____n (jun) | _____n (?w?n) | i___nd (?.?nt) | _____nd (?:bn?t) | _____nd (a:v?nt) | i___n (?w?n) | o___nd (?:bn?t) | a__nd (a:v?nt) | j___ne (j?:n?) | j____ne (jaun?) | j___ne (jaun?) | j__ne (jun?) | j____n (joun) | j____ne (jun?) |
Achtkarspelen | 43.0000 | | | 8.0000 | 13.0000 | | | | 1.0000 | 1.0000 | | 1.0000 | 11.0000 | 3.0000 | 1.0000 | 10.0000 | 5.0000 | 2.0000 |
Ameland | 12.0000 | 12.0000 | 62.0000 | | | | | | | | | 12.0000 | | | | | | |
Dantumadiel | 65.0000 | | | 5.0000 | 2.0000 | | | | | 1.0000 | | 1.0000 | 4.0000 | | 1.0000 | 21.0000 | | 1.0000 |
De Fryske Marren | 86.0000 | | | 12.0000 | | | | | | | | | | | | 1.0000 | | |
Dongeradeel | 69.0000 | | 1.0000 | 7.0000 | 2.0000 | | | | | | | 2.0000 | | | | 18.0000 | | |
Ferwerderadiel | 81.0000 | | | 7.0000 | 2.0000 | | | | | | 1.0000 | 2.0000 | | | | 7.0000 | | |
Harlingen | 40.0000 | | 5.0000 | 5.0000 | | | | | | | | 40.0000 | | | | 10.0000 | | |
Heerenveen | 73.0000 | | 1.0000 | 14.0000 | 1.0000 | 1.0000 | | | | 1.0000 | 1.0000 | 3.0000 | | | | 6.0000 | | |
Kollumerland c.a. | 46.0000 | 1.0000 | 2.0000 | 5.0000 | 14.0000 | | 1.0000 | 1.0000 | 2.0000 | | | 3.0000 | 7.0000 | | 1.0000 | 11.0000 | 5.0000 | 5.0000 |
Leeuwarden | 76.0000 | | 1.0000 | 8.0000 | | | | | | 1.0000 | | 12.0000 | | | 1.0000 | 1.0000 | | |
Ooststellingwerf | 56.0000 | | | 33.0000 | | | | | | | | | 4.0000 | | 4.0000 | 4.0000 | | |
Opsterland | 66.0000 | | | 18.0000 | | | | | | 1.0000 | | | 4.0000 | | 1.0000 | 10.0000 | | |
Schiermonnikoog | 42.0000 | | | 8.0000 | | | | | | | 8.0000 | 33.0000 | | | | 8.0000 | | |
Smallingerland | 60.0000 | | 1.0000 | 22.0000 | 1.0000 | | | | | | | | 6.0000 | | 1.0000 | 9.0000 | | 1.0000 |
Súdwest-Fryslân | 84.0000 | | 1.0000 | 7.0000 | | | 1.0000 | | | | | 4.0000 | | | 1.0000 | 2.0000 | | |
Terschelling | | | | 100.0000 | | | | | | | | | | | | | | |
Tytsjerksteradiel | 71.0000 | | | 9.0000 | 1.0000 | | | | | 1.0000 | | | 4.0000 | 1.0000 | | 14.0000 | 1.0000 | 1.0000 |
Waadhoeke | 75.0000 | | 7.0000 | 7.0000 | | | | | | 1.0000 | | 7.0000 | | | | 1.0000 | | |
Weststellingwerf | 43.0000 | | | 29.0000 | | | | | | | 29.0000 | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"bij\" (*insect)\n"
]
},
{
"data": {
"text/html": [
" | b____ (be:i) | b____ (bi:) | b___ (b?i) | b___ (bi:) | h___k (hork) | b____ (b?i) | b___ (be:i) | i_______r (i:n?fand?r) | b___ (bæi) | h_______r (h?n??ow?r) | h_________r (h?n??ow?r) | b____ (b?i?) | i____ (im?) | k___ (ko:k?n) | h______r (hy:n?xau?r) | b____ (bæi) | h_____k (hork) | i__________r (i:n?fand?r) | h_________r (hy:n?xau?r) |
Achtkarspelen | 2.0000 | | 46.0000 | 2.0000 | 1.0000 | 18.0000 | 17.0000 | | 6.0000 | 1.0000 | 1.0000 | 4.0000 | | | | 1.0000 | | 1.0000 | 1.0000 |
Ameland | | | 75.0000 | | 12.0000 | 12.0000 | | | | | | | | | | | | | |
Dantumadiel | | | 70.0000 | | 1.0000 | 1.0000 | 19.0000 | | 6.0000 | 1.0000 | 1.0000 | 1.0000 | | | | 1.0000 | | | |
De Fryske Marren | | | 81.0000 | 1.0000 | | | | | 13.0000 | 1.0000 | | 1.0000 | | | | | | | |
Dongeradeel | | | 88.0000 | | | 1.0000 | 1.0000 | | 6.0000 | | | 1.0000 | | | | | | | |
Ferwerderadiel | | | 90.0000 | | | 2.0000 | 1.0000 | | 4.0000 | | | 4.0000 | | | | | | | |
Harlingen | | | 95.0000 | | | | | | 5.0000 | | | | | | | | | | |
Heerenveen | | | 76.0000 | 2.0000 | | 1.0000 | 2.0000 | 2.0000 | 14.0000 | | 1.0000 | 3.0000 | | | | | | | |
Kollumerland c.a. | 1.0000 | 1.0000 | 57.0000 | 3.0000 | | 20.0000 | 9.0000 | 1.0000 | 3.0000 | 1.0000 | 1.0000 | 1.0000 | | | | 3.0000 | 1.0000 | | |
Leeuwarden | | | 87.0000 | 2.0000 | | | 1.0000 | | 6.0000 | 1.0000 | | 3.0000 | 1.0000 | | | | | | |
Ooststellingwerf | | | 89.0000 | | | | | | 11.0000 | | | | | | | | | | |
Opsterland | | | 82.0000 | 1.0000 | | | 1.0000 | | 13.0000 | | | 1.0000 | | | 1.0000 | | | | |
Schiermonnikoog | | | 58.0000 | 8.0000 | | | | 17.0000 | 8.0000 | | | | | | 8.0000 | | | | |
Smallingerland | | | 81.0000 | 1.0000 | | 2.0000 | 4.0000 | | 9.0000 | | | 3.0000 | | | | | | | |
Súdwest-Fryslân | | | 88.0000 | 2.0000 | 2.0000 | | 3.0000 | | 3.0000 | 1.0000 | | 2.0000 | | | | | | | |
Terschelling | | | 100.0000 | | | | | | | | | | | | | | | | |
Tytsjerksteradiel | 1.0000 | | 74.0000 | 2.0000 | 1.0000 | 2.0000 | 6.0000 | | 11.0000 | 2.0000 | | 2.0000 | 1.0000 | | | | | | |
Waadhoeke | | | 87.0000 | 1.0000 | 1.0000 | | 2.0000 | | 5.0000 | 2.0000 | | 1.0000 | | | | | | | |
Weststellingwerf | | | 71.0000 | | | | | | | | | 29.0000 | | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"blad\" (aan een boom)\n"
]
},
{
"data": {
"text/html": [
" | b___ (blet) | b___ (bl?:t) | b___ (bl?t) | b___ (bl?d) |
Achtkarspelen | 36.0000 | 59.0000 | 2.0000 | 3.0000 |
Ameland | | 25.0000 | | 75.0000 |
Dantumadiel | 23.0000 | 75.0000 | | 2.0000 |
De Fryske Marren | 16.0000 | 83.0000 | | 1.0000 |
Dongeradeel | 6.0000 | 92.0000 | 2.0000 | 1.0000 |
Ferwerderadiel | 2.0000 | 96.0000 | 1.0000 | 1.0000 |
Harlingen | 5.0000 | 45.0000 | 10.0000 | 40.0000 |
Heerenveen | 32.0000 | 63.0000 | 2.0000 | 2.0000 |
Kollumerland c.a. | 22.0000 | 71.0000 | 5.0000 | 2.0000 |
Leeuwarden | 9.0000 | 77.0000 | 6.0000 | 9.0000 |
Ooststellingwerf | 44.0000 | 56.0000 | | |
Opsterland | 55.0000 | 45.0000 | | |
Schiermonnikoog | | 75.0000 | 17.0000 | 8.0000 |
Smallingerland | 45.0000 | 53.0000 | 1.0000 | 1.0000 |
Súdwest-Fryslân | 6.0000 | 88.0000 | 4.0000 | 2.0000 |
Terschelling | | 100.0000 | | |
Tytsjerksteradiel | 24.0000 | 74.0000 | 1.0000 | 2.0000 |
Waadhoeke | 4.0000 | 81.0000 | 12.0000 | 4.0000 |
Weststellingwerf | 29.0000 | 71.0000 | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"borst\" (*lichaamsdeel)\n"
]
},
{
"data": {
"text/html": [
" | b__st (b?st) | b__st (b??st) | b__st (b?ast) | b__st (bw?st) | b__st (bost) | b___t (b??t) |
Achtkarspelen | 2.0000 | 7.0000 | 59.0000 | 30.0000 | 1.0000 | 1.0000 |
Ameland | | 38.0000 | 12.0000 | | 38.0000 | 12.0000 |
Dantumadiel | 2.0000 | 1.0000 | 31.0000 | 65.0000 | 1.0000 | 1.0000 |
De Fryske Marren | 52.0000 | 14.0000 | 6.0000 | 26.0000 | 1.0000 | 1.0000 |
Dongeradeel | 3.0000 | 5.0000 | 6.0000 | 85.0000 | | |
Ferwerderadiel | | 5.0000 | 5.0000 | 89.0000 | 2.0000 | |
Harlingen | 20.0000 | 35.0000 | | 35.0000 | 10.0000 | |
Heerenveen | 5.0000 | 10.0000 | 38.0000 | 44.0000 | 2.0000 | 1.0000 |
Kollumerland c.a. | 2.0000 | 6.0000 | 44.0000 | 46.0000 | 2.0000 | |
Leeuwarden | 5.0000 | 14.0000 | 5.0000 | 73.0000 | 3.0000 | |
Ooststellingwerf | 11.0000 | 7.0000 | 70.0000 | 11.0000 | | |
Opsterland | 1.0000 | 2.0000 | 67.0000 | 28.0000 | 2.0000 | |
Schiermonnikoog | | 33.0000 | | 67.0000 | | |
Smallingerland | | 2.0000 | 56.0000 | 42.0000 | | |
Súdwest-Fryslân | 9.0000 | 15.0000 | 3.0000 | 67.0000 | 3.0000 | 2.0000 |
Terschelling | | | | | 100.0000 | |
Tytsjerksteradiel | 2.0000 | 4.0000 | 26.0000 | 66.0000 | 1.0000 | 1.0000 |
Waadhoeke | 6.0000 | 9.0000 | 1.0000 | 76.0000 | 6.0000 | 1.0000 |
Weststellingwerf | | 29.0000 | 14.0000 | 43.0000 | | 14.0000 |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"dag\"\n"
]
},
{
"data": {
"text/html": [
" | d___ (d??) | d___ (d?:x) | d__i (d??) | d___ (d?x) | ___ch (?:x) |
Achtkarspelen | 22.0000 | 1.0000 | 71.0000 | 7.0000 | |
Ameland | | 25.0000 | | 75.0000 | |
Dantumadiel | 3.0000 | 1.0000 | 94.0000 | 3.0000 | |
De Fryske Marren | | 2.0000 | 97.0000 | 1.0000 | |
Dongeradeel | 2.0000 | 1.0000 | 95.0000 | 2.0000 | |
Ferwerderadiel | 2.0000 | 2.0000 | 94.0000 | 3.0000 | |
Harlingen | | 5.0000 | 60.0000 | 35.0000 | |
Heerenveen | 1.0000 | 2.0000 | 93.0000 | 5.0000 | |
Kollumerland c.a. | 23.0000 | | 68.0000 | 8.0000 | |
Leeuwarden | | 3.0000 | 84.0000 | 13.0000 | |
Ooststellingwerf | | | 100.0000 | | |
Opsterland | | | 99.0000 | 1.0000 | |
Schiermonnikoog | | | 92.0000 | 8.0000 | |
Smallingerland | 2.0000 | 1.0000 | 97.0000 | 1.0000 | |
Súdwest-Fryslân | | 1.0000 | 94.0000 | 5.0000 | |
Terschelling | | | | 100.0000 | |
Tytsjerksteradiel | 3.0000 | | 95.0000 | 2.0000 | |
Waadhoeke | | 10.0000 | 83.0000 | 7.0000 | |
Weststellingwerf | | | 86.0000 | 14.0000 | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"deurtje\"\n"
]
},
{
"data": {
"text/html": [
" | d____e (d?:?k?) | d_____ (d?:?k?) | n lid d__r (da:?) | d_____ (do:?tj?) | d_____ (d?:tsi) | d____e (dw??k?) | ___ch (?.?x) | d____e (d??k?) | d_____ (d??k?) | d____e (do:?tj?) | d_____ (do?tj?) | d____e (do?tj?) | d_____ (d?:tin) | d_____ (dø:?tj?) | d_____ (d??ti) | d____e (dø:?tj?) | d_____ (dw??k?) | n lid d__ (da:?) |
Achtkarspelen | 11.0000 | 6.0000 | | | 1.0000 | 59.0000 | | 1.0000 | | 1.0000 | | 3.0000 | | | 1.0000 | | 16.0000 | 1.0000 |
Ameland | 50.0000 | | | | | 12.0000 | | | | | 12.0000 | 25.0000 | | | | | | |
Dantumadiel | 9.0000 | 1.0000 | | | | 87.0000 | | 1.0000 | | | | 1.0000 | | | | | 2.0000 | |
De Fryske Marren | 29.0000 | | | | 1.0000 | 38.0000 | | 29.0000 | | 1.0000 | | 1.0000 | | | | | | |
Dongeradeel | 12.0000 | | | | | 81.0000 | | | | | | 2.0000 | | | | | 2.0000 | |
Ferwerderadiel | 6.0000 | | | | 1.0000 | 88.0000 | | 1.0000 | | 1.0000 | | | 1.0000 | | | | 2.0000 | |
Harlingen | 35.0000 | | | | 5.0000 | 30.0000 | | | | 5.0000 | | 25.0000 | | | | | | |
Heerenveen | 13.0000 | 1.0000 | | | 1.0000 | 79.0000 | | 1.0000 | | 2.0000 | 1.0000 | 2.0000 | | | | | | |
Kollumerland c.a. | 7.0000 | 5.0000 | | 1.0000 | 1.0000 | 63.0000 | | 1.0000 | | 2.0000 | 2.0000 | 1.0000 | | | 1.0000 | | 18.0000 | |
Leeuwarden | 15.0000 | | | | 3.0000 | 70.0000 | | 1.0000 | | 3.0000 | | 6.0000 | | | | 1.0000 | | |
Ooststellingwerf | 15.0000 | | | | | 81.0000 | | | | | | 4.0000 | | | | | | |
Opsterland | 12.0000 | | | | | 86.0000 | | 1.0000 | | | | 1.0000 | | | | | | |
Schiermonnikoog | 17.0000 | | 8.0000 | | 8.0000 | 50.0000 | | | | 17.0000 | | | | | | | | |
Smallingerland | 7.0000 | | | | | 90.0000 | | | | 1.0000 | | 1.0000 | | | | | 2.0000 | |
Súdwest-Fryslân | 17.0000 | | | | 3.0000 | 73.0000 | | 2.0000 | | 2.0000 | | 1.0000 | | | | 1.0000 | | |
Terschelling | 100.0000 | | | | | | | | | | | | | | | | | |
Tytsjerksteradiel | 12.0000 | 1.0000 | | | | 82.0000 | | 2.0000 | | 1.0000 | | 1.0000 | 1.0000 | | | | 2.0000 | |
Waadhoeke | 12.0000 | | 1.0000 | | 11.0000 | 71.0000 | | | | 1.0000 | | 3.0000 | | | | | | |
Weststellingwerf | 14.0000 | | | | | 71.0000 | | | | | | | 14.0000 | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"geel\"\n"
]
},
{
"data": {
"text/html": [
" | ___l (?e?l) | ___l (?e:l) | ___l (???l) | ___ch (?:x) | ___l (?i?l) |
Achtkarspelen | 4.0000 | 5.0000 | 90.0000 | | 1.0000 |
Ameland | 50.0000 | 25.0000 | 12.0000 | | 12.0000 |
Dantumadiel | 34.0000 | 10.0000 | 56.0000 | | |
De Fryske Marren | 2.0000 | 2.0000 | 93.0000 | | 2.0000 |
Dongeradeel | 55.0000 | 17.0000 | 28.0000 | | |
Ferwerderadiel | 64.0000 | 22.0000 | 14.0000 | | 1.0000 |
Harlingen | 40.0000 | 15.0000 | 25.0000 | | 20.0000 |
Heerenveen | 13.0000 | 4.0000 | 83.0000 | | 1.0000 |
Kollumerland c.a. | 11.0000 | 4.0000 | 83.0000 | | 2.0000 |
Leeuwarden | 30.0000 | 17.0000 | 50.0000 | | 3.0000 |
Ooststellingwerf | 7.0000 | 11.0000 | 81.0000 | | |
Opsterland | 4.0000 | 2.0000 | 94.0000 | | |
Schiermonnikoog | 42.0000 | 25.0000 | 33.0000 | | |
Smallingerland | 5.0000 | 1.0000 | 94.0000 | | 1.0000 |
Súdwest-Fryslân | 16.0000 | 6.0000 | 76.0000 | | 1.0000 |
Terschelling | | 100.0000 | | | |
Tytsjerksteradiel | 22.0000 | 7.0000 | 71.0000 | | 1.0000 |
Waadhoeke | 52.0000 | 15.0000 | 32.0000 | | 2.0000 |
Weststellingwerf | 29.0000 | 29.0000 | 43.0000 | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"gegaan\"\n"
]
},
{
"data": {
"text/html": [
" | g___ (g?:n) | g___ (gon?n) | g___ (?i?n) | g___ (ga:n) | g___ (x?:n) | g___ (x?xa:n) | g___ (g?nt) | g___ (x?n) | g___ (gi?nt) | g___ (gi?n) |
Achtkarspelen | 49.0000 | 7.0000 | 1.0000 | 2.0000 | 1.0000 | 1.0000 | 1.0000 | 1.0000 | 3.0000 | 34.0000 |
Ameland | | 12.0000 | | 88.0000 | | | | | | |
Dantumadiel | 17.0000 | 5.0000 | 1.0000 | 1.0000 | | 1.0000 | 1.0000 | | 2.0000 | 73.0000 |
De Fryske Marren | 21.0000 | 10.0000 | 1.0000 | | | | 1.0000 | 1.0000 | 14.0000 | 50.0000 |
Dongeradeel | 5.0000 | 4.0000 | | 2.0000 | | | | 1.0000 | 2.0000 | 86.0000 |
Ferwerderadiel | 4.0000 | 9.0000 | 1.0000 | | | | | 1.0000 | 3.0000 | 83.0000 |
Harlingen | 5.0000 | 5.0000 | | 20.0000 | 10.0000 | 20.0000 | | | 5.0000 | 35.0000 |
Heerenveen | 51.0000 | 13.0000 | 2.0000 | 4.0000 | | 1.0000 | | | 3.0000 | 26.0000 |
Kollumerland c.a. | 21.0000 | 5.0000 | 3.0000 | 4.0000 | 2.0000 | 2.0000 | | | 2.0000 | 63.0000 |
Leeuwarden | 17.0000 | 22.0000 | 1.0000 | 7.0000 | 1.0000 | 8.0000 | | | 3.0000 | 41.0000 |
Ooststellingwerf | 52.0000 | 4.0000 | 4.0000 | | | | | 7.0000 | | 33.0000 |
Opsterland | 60.0000 | 8.0000 | 1.0000 | 1.0000 | | | 1.0000 | 1.0000 | 1.0000 | 28.0000 |
Schiermonnikoog | 8.0000 | | | 17.0000 | | 8.0000 | | | | 67.0000 |
Smallingerland | 57.0000 | 8.0000 | 2.0000 | 1.0000 | | 1.0000 | | 2.0000 | 1.0000 | 29.0000 |
Súdwest-Fryslân | 8.0000 | 22.0000 | 1.0000 | 4.0000 | | 2.0000 | 1.0000 | | 11.0000 | 50.0000 |
Terschelling | | | 100.0000 | | | | | | | |
Tytsjerksteradiel | 40.0000 | 9.0000 | 1.0000 | | | 1.0000 | 1.0000 | | 1.0000 | 49.0000 |
Waadhoeke | 13.0000 | 33.0000 | 2.0000 | 10.0000 | | 4.0000 | | | 2.0000 | 35.0000 |
Weststellingwerf | 29.0000 | 14.0000 | | | 14.0000 | | | | | 43.0000 |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"gezet\"\n"
]
},
{
"data": {
"text/html": [
" | ___t (s?t) | ___t (??s?t) | k____e (kojts?) | ___n (s?dn) | ___t (x?s?t) | ___n (s?tn) |
Achtkarspelen | 32.0000 | 19.0000 | | 7.0000 | 6.0000 | 37.0000 |
Ameland | 62.0000 | 12.0000 | | 12.0000 | 12.0000 | |
Dantumadiel | 30.0000 | 25.0000 | | 8.0000 | 3.0000 | 34.0000 |
De Fryske Marren | 11.0000 | 17.0000 | | 13.0000 | 2.0000 | 56.0000 |
Dongeradeel | 39.0000 | 19.0000 | | 9.0000 | 2.0000 | 31.0000 |
Ferwerderadiel | 35.0000 | 16.0000 | | 9.0000 | 3.0000 | 37.0000 |
Harlingen | 5.0000 | 30.0000 | | 5.0000 | 20.0000 | 40.0000 |
Heerenveen | 35.0000 | 21.0000 | | 10.0000 | 1.0000 | 34.0000 |
Kollumerland c.a. | 34.0000 | 17.0000 | | 14.0000 | 4.0000 | 32.0000 |
Leeuwarden | 27.0000 | 19.0000 | | 11.0000 | 9.0000 | 35.0000 |
Ooststellingwerf | 48.0000 | 30.0000 | | | 4.0000 | 19.0000 |
Opsterland | 32.0000 | 21.0000 | | 12.0000 | 4.0000 | 32.0000 |
Schiermonnikoog | 17.0000 | 8.0000 | | 33.0000 | 17.0000 | 25.0000 |
Smallingerland | 38.0000 | 21.0000 | | 12.0000 | 3.0000 | 26.0000 |
Súdwest-Fryslân | 13.0000 | 18.0000 | | 10.0000 | 3.0000 | 56.0000 |
Terschelling | 100.0000 | | | | | |
Tytsjerksteradiel | 35.0000 | 18.0000 | | 12.0000 | 1.0000 | 35.0000 |
Waadhoeke | 23.0000 | 19.0000 | | 9.0000 | 5.0000 | 44.0000 |
Weststellingwerf | 29.0000 | 14.0000 | | | 14.0000 | 43.0000 |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"heel\"\n"
]
},
{
"data": {
"text/html": [
" | h___l (he:l) | h___l (hø:l) | h___l (he?l) | h____ (he:l) | h___l (hi:l) | h____ (hø:l) | h____ (hi:l) | h___l (h??l) | h____ (h??l) | h____ (he?l) |
Achtkarspelen | 7.0000 | 1.0000 | 3.0000 | 3.0000 | 2.0000 | | 1.0000 | 63.0000 | 19.0000 | 2.0000 |
Ameland | 38.0000 | 25.0000 | 25.0000 | 12.0000 | | | | | | |
Dantumadiel | 24.0000 | | 15.0000 | | 3.0000 | | | 55.0000 | 2.0000 | 1.0000 |
De Fryske Marren | 51.0000 | | 21.0000 | | 1.0000 | | | 25.0000 | | |
Dongeradeel | 41.0000 | | 16.0000 | | | | | 40.0000 | 1.0000 | |
Ferwerderadiel | 49.0000 | | 22.0000 | 1.0000 | | | | 27.0000 | | 1.0000 |
Harlingen | 70.0000 | | 20.0000 | | | | | 10.0000 | | |
Heerenveen | 29.0000 | 12.0000 | 15.0000 | 1.0000 | 1.0000 | | | 41.0000 | 1.0000 | |
Kollumerland c.a. | 6.0000 | 3.0000 | 2.0000 | 2.0000 | 1.0000 | | 1.0000 | 62.0000 | 21.0000 | 2.0000 |
Leeuwarden | 36.0000 | 1.0000 | 15.0000 | | 2.0000 | | | 45.0000 | | |
Ooststellingwerf | 7.0000 | 37.0000 | 4.0000 | | | | | 52.0000 | | |
Opsterland | 18.0000 | 26.0000 | 7.0000 | | | | | 49.0000 | | |
Schiermonnikoog | 50.0000 | | 25.0000 | | | | | 25.0000 | | |
Smallingerland | 16.0000 | 13.0000 | 9.0000 | | 3.0000 | 1.0000 | | 57.0000 | 1.0000 | 1.0000 |
Súdwest-Fryslân | 41.0000 | 2.0000 | 21.0000 | | 2.0000 | | | 33.0000 | | |
Terschelling | 100.0000 | | | | | | | | | |
Tytsjerksteradiel | 28.0000 | 2.0000 | 12.0000 | 1.0000 | 2.0000 | | 1.0000 | 54.0000 | 1.0000 | |
Waadhoeke | 50.0000 | 1.0000 | 20.0000 | | 1.0000 | | | 28.0000 | | |
Weststellingwerf | 14.0000 | | | | | | | 86.0000 | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"kaas\"\n"
]
},
{
"data": {
"text/html": [
" | ___t (s?t) | ____s (k?:s) | k___s (ka:s) | ____s (si:s) | ____e (kez?) | ____s (se?s) | ____s (tsi:s) | ____s (ke?s) | ____s (k?:?s) |
Achtkarspelen | | 1.0000 | 1.0000 | 26.0000 | 1.0000 | | 67.0000 | 1.0000 | 2.0000 |
Ameland | | | 12.0000 | | | | 12.0000 | 62.0000 | 12.0000 |
Dantumadiel | | | 1.0000 | 12.0000 | | | 86.0000 | | 1.0000 |
De Fryske Marren | | | 1.0000 | 36.0000 | | | 63.0000 | | |
Dongeradeel | | | 3.0000 | 8.0000 | | | 88.0000 | | 1.0000 |
Ferwerderadiel | | | 1.0000 | 8.0000 | 1.0000 | | 88.0000 | 2.0000 | |
Harlingen | | | 30.0000 | 5.0000 | | 5.0000 | 45.0000 | 15.0000 | |
Heerenveen | | | 3.0000 | 40.0000 | | | 55.0000 | 1.0000 | 1.0000 |
Kollumerland c.a. | | 1.0000 | 3.0000 | 8.0000 | | 1.0000 | 81.0000 | 3.0000 | 4.0000 |
Leeuwarden | | | 11.0000 | 12.0000 | 1.0000 | | 71.0000 | 3.0000 | 2.0000 |
Ooststellingwerf | | | | 41.0000 | | | 59.0000 | | |
Opsterland | | 1.0000 | | 56.0000 | | 1.0000 | 42.0000 | 1.0000 | |
Schiermonnikoog | | 8.0000 | 25.0000 | 17.0000 | | | 25.0000 | | 25.0000 |
Smallingerland | | 1.0000 | | 42.0000 | | 1.0000 | 56.0000 | | |
Súdwest-Fryslân | | 1.0000 | 3.0000 | 14.0000 | | 2.0000 | 77.0000 | 3.0000 | 1.0000 |
Terschelling | | | | | | | 100.0000 | | |
Tytsjerksteradiel | | 1.0000 | 1.0000 | 16.0000 | | 1.0000 | 81.0000 | 1.0000 | 1.0000 |
Waadhoeke | | | 5.0000 | 6.0000 | | | 79.0000 | 9.0000 | 2.0000 |
Weststellingwerf | | | | 43.0000 | 14.0000 | | 43.0000 | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"koken\"\n"
]
},
{
"data": {
"text/html": [
" | k____e (kojts?) | k___e (k?tj?) | k___ (kou?n) | s___e (s????) | s___e (s??d?) | k____ (k?:kj?) | k___ (k?tj?) | k___e (k?kj?) | ts___e (ts??d?) | k___e (k?:kj?) | k____e (kouk?) | k___ (ko:k?n) | ts___ (ts??d?) | k____ (kojts?) | k____ (kouk?) | s___ (s????) | s___ (s??d?) | sp___e (sp??kt?) |
Achtkarspelen | 1.0000 | 1.0000 | 3.0000 | 46.0000 | 4.0000 | | 1.0000 | 1.0000 | 2.0000 | 1.0000 | 12.0000 | 14.0000 | | | 5.0000 | 10.0000 | | |
Ameland | | | | 12.0000 | | | | | | | 50.0000 | 38.0000 | | | | | | |
Dantumadiel | | | 1.0000 | 72.0000 | 5.0000 | | | 1.0000 | 2.0000 | | 10.0000 | 8.0000 | | | | 2.0000 | | |
De Fryske Marren | 45.0000 | | | 16.0000 | 4.0000 | | | 28.0000 | | | 5.0000 | | | | | | | |
Dongeradeel | | | | 73.0000 | 5.0000 | | | | 1.0000 | 1.0000 | 12.0000 | 4.0000 | | | | 2.0000 | | |
Ferwerderadiel | | 1.0000 | 1.0000 | 74.0000 | 6.0000 | | | | 5.0000 | 1.0000 | 10.0000 | 1.0000 | | | | 2.0000 | | |
Harlingen | 5.0000 | | | 30.0000 | | | | | | 5.0000 | 35.0000 | 25.0000 | | | | | | |
Heerenveen | 31.0000 | | 2.0000 | 49.0000 | 6.0000 | | | 1.0000 | 2.0000 | 3.0000 | 3.0000 | 2.0000 | | | 2.0000 | | | |
Kollumerland c.a. | | | 4.0000 | 48.0000 | 5.0000 | 1.0000 | | | 2.0000 | 1.0000 | 8.0000 | 14.0000 | 1.0000 | 2.0000 | 2.0000 | 13.0000 | 1.0000 | |
Leeuwarden | 2.0000 | | 1.0000 | 59.0000 | 9.0000 | | | 1.0000 | 1.0000 | | 18.0000 | 8.0000 | | | | | | |
Ooststellingwerf | 15.0000 | | | 70.0000 | 4.0000 | | | | | | 4.0000 | 7.0000 | | | | | | |
Opsterland | 18.0000 | | 1.0000 | 62.0000 | 6.0000 | | | | 1.0000 | | 7.0000 | 5.0000 | | | | | | |
Schiermonnikoog | 17.0000 | 17.0000 | 17.0000 | 8.0000 | | | | 8.0000 | | | 25.0000 | 8.0000 | | | | | | |
Smallingerland | 1.0000 | | | 79.0000 | 6.0000 | | | | 1.0000 | | 5.0000 | 6.0000 | | | 1.0000 | 1.0000 | | |
Súdwest-Fryslân | 8.0000 | 1.0000 | 1.0000 | 41.0000 | 5.0000 | | | 22.0000 | 2.0000 | 7.0000 | 9.0000 | 4.0000 | | | | | | |
Terschelling | 100.0000 | | | | | | | | | | | | | | | | | |
Tytsjerksteradiel | 1.0000 | | | 70.0000 | 5.0000 | 1.0000 | | 2.0000 | | | 12.0000 | 9.0000 | | | 1.0000 | 2.0000 | | |
Waadhoeke | 2.0000 | | 1.0000 | 63.0000 | 5.0000 | | | 3.0000 | 1.0000 | | 18.0000 | 7.0000 | | | | | | |
Weststellingwerf | 43.0000 | | | 29.0000 | | | | | | | 14.0000 | 14.0000 | | | | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"oog\"\n"
]
},
{
"data": {
"text/html": [
" | ___ch (a?x) | h___l (he?l) | ___ch (?.?x) | ___ch (e?x) | ___ch (?:x) | o___ (o:x) | o___ (o??) |
Achtkarspelen | 1.0000 | | 12.0000 | 76.0000 | 6.0000 | 4.0000 | 2.0000 |
Ameland | | | 12.0000 | 25.0000 | | 62.0000 | |
Dantumadiel | | | 8.0000 | 78.0000 | 13.0000 | 1.0000 | 1.0000 |
De Fryske Marren | | | 11.0000 | 86.0000 | 2.0000 | | |
Dongeradeel | 1.0000 | | 13.0000 | 28.0000 | 55.0000 | 3.0000 | |
Ferwerderadiel | | | 11.0000 | 18.0000 | 69.0000 | 1.0000 | 1.0000 |
Harlingen | | | 15.0000 | 40.0000 | | 45.0000 | |
Heerenveen | 1.0000 | | 17.0000 | 73.0000 | 5.0000 | 3.0000 | 1.0000 |
Kollumerland c.a. | 1.0000 | | 11.0000 | 68.0000 | 14.0000 | 5.0000 | 2.0000 |
Leeuwarden | | | 40.0000 | 37.0000 | 7.0000 | 13.0000 | 2.0000 |
Ooststellingwerf | | | 19.0000 | 74.0000 | 7.0000 | | |
Opsterland | | | 15.0000 | 82.0000 | 3.0000 | | 1.0000 |
Schiermonnikoog | 17.0000 | | 33.0000 | 17.0000 | 17.0000 | 17.0000 | |
Smallingerland | 1.0000 | | 11.0000 | 83.0000 | 5.0000 | | |
Súdwest-Fryslân | 2.0000 | | 22.0000 | 68.0000 | 2.0000 | 5.0000 | 1.0000 |
Terschelling | | | 100.0000 | | | | |
Tytsjerksteradiel | 2.0000 | | 10.0000 | 74.0000 | 11.0000 | 2.0000 | 1.0000 |
Waadhoeke | | | 61.0000 | 17.0000 | 6.0000 | 15.0000 | 1.0000 |
Weststellingwerf | | | 29.0000 | 57.0000 | | | 14.0000 |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"sprak (toe)\"\n"
]
},
{
"data": {
"text/html": [
" | sp___ (sp?øk) | sp__k (sp?i:k) | sp___ (sp?i:k) | sp__k (sp??k) | sp___ (sp??kt?) | sp___k (spR?k) | sp___k (sp?e?k) | sp___ (sp?e?k) | sp___ (sp??k) | sp___k (sp?øk) | sp___s (sp??ts) | sp___ (spR?k) | sp___ (sp??ts) | sp___e (sp??kt?) |
Achtkarspelen | | 2.0000 | 1.0000 | 5.0000 | 2.0000 | 2.0000 | 1.0000 | 1.0000 | 4.0000 | 1.0000 | 54.0000 | 2.0000 | 15.0000 | 10.0000 |
Ameland | | | | 62.0000 | | 12.0000 | | | 12.0000 | | 12.0000 | | | |
Dantumadiel | | 1.0000 | | 3.0000 | 2.0000 | 1.0000 | | | | | 85.0000 | | 1.0000 | 8.0000 |
De Fryske Marren | | 5.0000 | | 6.0000 | | 1.0000 | | | | 1.0000 | 74.0000 | | | 12.0000 |
Dongeradeel | | 6.0000 | | 9.0000 | | | | | | 1.0000 | 77.0000 | | 2.0000 | 5.0000 |
Ferwerderadiel | | 1.0000 | | 5.0000 | | 3.0000 | 1.0000 | | | | 86.0000 | | 2.0000 | 3.0000 |
Harlingen | | 5.0000 | | 55.0000 | | 5.0000 | | | | | 35.0000 | | | |
Heerenveen | | 2.0000 | | 7.0000 | | 1.0000 | 2.0000 | 1.0000 | 1.0000 | 1.0000 | 84.0000 | | | 2.0000 |
Kollumerland c.a. | 1.0000 | 1.0000 | 1.0000 | 8.0000 | 8.0000 | | 2.0000 | 1.0000 | 6.0000 | 1.0000 | 54.0000 | | 10.0000 | 9.0000 |
Leeuwarden | | 2.0000 | | 19.0000 | | 2.0000 | | | | | 70.0000 | | | 6.0000 |
Ooststellingwerf | | | | 15.0000 | | | | | | | 74.0000 | | | 11.0000 |
Opsterland | | | | 4.0000 | | 1.0000 | | | | | 84.0000 | | | 11.0000 |
Schiermonnikoog | | 42.0000 | | 25.0000 | | | 8.0000 | | | | 17.0000 | | | 8.0000 |
Smallingerland | | 2.0000 | | 4.0000 | | 1.0000 | | | | | 84.0000 | | 2.0000 | 7.0000 |
Súdwest-Fryslân | | 4.0000 | | 9.0000 | | 1.0000 | 1.0000 | | | 1.0000 | 75.0000 | | | 9.0000 |
Terschelling | | | | 100.0000 | | | | | | | | | | |
Tytsjerksteradiel | | 1.0000 | | 5.0000 | 1.0000 | 1.0000 | 1.0000 | | | 1.0000 | 80.0000 | | 2.0000 | 10.0000 |
Waadhoeke | | 5.0000 | | 20.0000 | | 2.0000 | 1.0000 | | | | 65.0000 | | | 7.0000 |
Weststellingwerf | | | | 14.0000 | | | | | | 14.0000 | 71.0000 | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"tand\"\n"
]
},
{
"data": {
"text/html": [
" | k____ (ki:z?) | k___e (ki:z?) | t____ (t?:n) | t____ (ta:n?) | t___k (t?sk) | t____ (t?sk?) | t____ (t?sk) | t____ (tosk) | t___e (t?sk?) | t___d (t?nt) | t___n (t?:n) | t___sk (tosk) | t____ (t?nt) | t___s (tos) | t___e (ta:n?) |
Achtkarspelen | | | 1.0000 | | 33.0000 | | 7.0000 | 14.0000 | 1.0000 | 1.0000 | 2.0000 | 38.0000 | 2.0000 | | |
Ameland | | | 12.0000 | | | | | | | | 75.0000 | 12.0000 | | | |
Dantumadiel | | 1.0000 | | | 18.0000 | | 1.0000 | 2.0000 | 1.0000 | | 2.0000 | 77.0000 | | | |
De Fryske Marren | | | | | | | | | 8.0000 | | 1.0000 | 88.0000 | | 1.0000 | |
Dongeradeel | | | | | 2.0000 | | | 2.0000 | 2.0000 | 2.0000 | 1.0000 | 89.0000 | | | |
Ferwerderadiel | | | | | 1.0000 | | | 2.0000 | 2.0000 | 1.0000 | 3.0000 | 92.0000 | | | |
Harlingen | | 5.0000 | | | | | | | 5.0000 | 40.0000 | 15.0000 | 35.0000 | | | |
Heerenveen | | | 2.0000 | | 1.0000 | | | | 8.0000 | 2.0000 | 2.0000 | 85.0000 | | 1.0000 | |
Kollumerland c.a. | | | | | 24.0000 | | 8.0000 | 16.0000 | 2.0000 | 3.0000 | | 44.0000 | 2.0000 | 1.0000 | 1.0000 |
Leeuwarden | | | | | 1.0000 | | | | 2.0000 | 14.0000 | 3.0000 | 80.0000 | | | |
Ooststellingwerf | | | | | 15.0000 | | | | | | | 81.0000 | | 4.0000 | |
Opsterland | | 1.0000 | | | 1.0000 | | | | 6.0000 | | | 91.0000 | | | |
Schiermonnikoog | | 17.0000 | | | | | | | | 17.0000 | 25.0000 | 33.0000 | | | 8.0000 |
Smallingerland | | 1.0000 | | | 5.0000 | | | 2.0000 | 2.0000 | 1.0000 | 1.0000 | 88.0000 | | 1.0000 | |
Súdwest-Fryslân | | 1.0000 | | | 1.0000 | | | | 2.0000 | 3.0000 | 2.0000 | 89.0000 | | 1.0000 | |
Terschelling | | | | | | | | | | | 100.0000 | | | | |
Tytsjerksteradiel | | 1.0000 | | | 2.0000 | | 1.0000 | 2.0000 | 2.0000 | 1.0000 | 4.0000 | 88.0000 | | 1.0000 | |
Waadhoeke | | | | | 1.0000 | | | | 1.0000 | 12.0000 | 5.0000 | 80.0000 | | 1.0000 | |
Weststellingwerf | | | | | | | | | | 14.0000 | 14.0000 | 71.0000 | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"trein\"\n"
]
},
{
"data": {
"text/html": [
" | t____n (t?e?n) | t____n (tR??n) | t____n (t???n) | t____ (t???n) | t____ (tR??n) | t____ (t?e?n) |
Achtkarspelen | 18.0000 | 7.0000 | 51.0000 | 18.0000 | 1.0000 | 6.0000 |
Ameland | | | 88.0000 | | 12.0000 | |
Dantumadiel | 37.0000 | 4.0000 | 57.0000 | 1.0000 | | 2.0000 |
De Fryske Marren | 1.0000 | 3.0000 | 95.0000 | | | |
Dongeradeel | 5.0000 | 4.0000 | 89.0000 | 2.0000 | | |
Ferwerderadiel | 4.0000 | 7.0000 | 87.0000 | 2.0000 | | |
Harlingen | 5.0000 | 10.0000 | 85.0000 | | | |
Heerenveen | 2.0000 | 9.0000 | 88.0000 | 2.0000 | | |
Kollumerland c.a. | 28.0000 | 6.0000 | 41.0000 | 17.0000 | 3.0000 | 6.0000 |
Leeuwarden | 2.0000 | 6.0000 | 91.0000 | | | |
Ooststellingwerf | 11.0000 | 4.0000 | 85.0000 | | | |
Opsterland | 5.0000 | 5.0000 | 90.0000 | | | |
Schiermonnikoog | 17.0000 | | 83.0000 | | | |
Smallingerland | 7.0000 | 12.0000 | 79.0000 | 2.0000 | | |
Súdwest-Fryslân | 3.0000 | 4.0000 | 93.0000 | | | |
Terschelling | | | 100.0000 | | | |
Tytsjerksteradiel | 14.0000 | 9.0000 | 75.0000 | 3.0000 | | |
Waadhoeke | 1.0000 | 2.0000 | 97.0000 | | | |
Weststellingwerf | | | 100.0000 | | | |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"vis\"\n"
]
},
{
"data": {
"text/html": [
" | ___sk (fisk) | ___s (f?s) |
Achtkarspelen | 73.0000 | 27.0000 |
Ameland | 12.0000 | 88.0000 |
Dantumadiel | 91.0000 | 9.0000 |
De Fryske Marren | 35.0000 | 65.0000 |
Dongeradeel | 90.0000 | 10.0000 |
Ferwerderadiel | 91.0000 | 9.0000 |
Harlingen | 30.0000 | 70.0000 |
Heerenveen | 56.0000 | 44.0000 |
Kollumerland c.a. | 80.0000 | 20.0000 |
Leeuwarden | 75.0000 | 25.0000 |
Ooststellingwerf | 37.0000 | 63.0000 |
Opsterland | 53.0000 | 47.0000 |
Schiermonnikoog | 83.0000 | 17.0000 |
Smallingerland | 73.0000 | 27.0000 |
Súdwest-Fryslân | 70.0000 | 30.0000 |
Terschelling | 100.0000 | |
Tytsjerksteradiel | 89.0000 | 11.0000 |
Waadhoeke | 72.0000 | 28.0000 |
Weststellingwerf | 71.0000 | 29.0000 |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"\"zaterdag\"\n"
]
},
{
"data": {
"text/html": [
" | s_____ (snjoun) | s____n (snjoun) | s____n (sn?wn) | s_____ (sa:t?di) | s_____ (sn?wn) | s_____ (sa:t?dex) | s_____ (sn??t) | s____n (sn??n) | s_____ (sa:t?d?x) | s_____ (sn??n) | s_____ (s?:t??j?) |
Achtkarspelen | | 1.0000 | | 17.0000 | 1.0000 | 1.0000 | | 6.0000 | 5.0000 | 4.0000 | 65.0000 |
Ameland | | | | | | 25.0000 | | 12.0000 | 62.0000 | | |
Dantumadiel | 1.0000 | | | 8.0000 | | | | 40.0000 | 2.0000 | 1.0000 | 49.0000 |
De Fryske Marren | | 3.0000 | | | | | | 94.0000 | 1.0000 | | 1.0000 |
Dongeradeel | | 3.0000 | 1.0000 | 2.0000 | | | | 85.0000 | 1.0000 | 2.0000 | 5.0000 |
Ferwerderadiel | | 4.0000 | 2.0000 | | | 1.0000 | | 89.0000 | 2.0000 | 2.0000 | 1.0000 |
Harlingen | | 5.0000 | | 5.0000 | | 10.0000 | | 40.0000 | 40.0000 | | |
Heerenveen | | 2.0000 | 2.0000 | 7.0000 | | 2.0000 | | 67.0000 | 3.0000 | 1.0000 | 17.0000 |
Kollumerland c.a. | 1.0000 | 2.0000 | | 7.0000 | | 1.0000 | | 10.0000 | 5.0000 | 8.0000 | 68.0000 |
Leeuwarden | | 2.0000 | 1.0000 | 1.0000 | | 2.0000 | | 76.0000 | 15.0000 | | 4.0000 |
Ooststellingwerf | | | | 7.0000 | | | | 7.0000 | 11.0000 | | 74.0000 |
Opsterland | | 1.0000 | | 12.0000 | | 1.0000 | | 23.0000 | 1.0000 | | 62.0000 |
Schiermonnikoog | | 17.0000 | 8.0000 | 8.0000 | | 8.0000 | 8.0000 | 17.0000 | 25.0000 | | 8.0000 |
Smallingerland | | 1.0000 | 1.0000 | 16.0000 | | | | 20.0000 | 1.0000 | | 61.0000 |
Súdwest-Fryslân | | 3.0000 | 1.0000 | | | | 2.0000 | 87.0000 | 5.0000 | | 1.0000 |
Terschelling | | 100.0000 | | | | | | | | | |
Tytsjerksteradiel | | 2.0000 | | 13.0000 | | | | 33.0000 | 2.0000 | | 50.0000 |
Waadhoeke | | 2.0000 | 1.0000 | | | 9.0000 | | 80.0000 | 7.0000 | | 1.0000 |
Weststellingwerf | | 14.0000 | | | | | | 57.0000 | 14.0000 | | 14.0000 |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"armen\n"
]
},
{
"data": {
"text/html": [
" | _____s (??ms) | _____n (??m?n) | _____n (e:?m?n) | _____s (j??ms) | _____s (?:?ms) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"avond\n"
]
},
{
"data": {
"text/html": [
" | _____n (?w?n) | j____n (jun) | _____nd (?.?nt) | _____nd (a:v?nt) | j____ne (jaun?) | j____n (joun) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"bij\n"
]
},
{
"data": {
"text/html": [
" | b____ (b?i) | h_________r (h?n??ow?r) | b____ (bæi) | h_____k (hork) | i__________r (i:n?fand?r) | h_________r (hy:n?xau?r) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"blad\n"
]
},
{
"data": {
"text/html": [
" | b___ (bl?:t) | b___ (bl?t) | b___ (bl?d) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"borst\n"
]
},
{
"data": {
"text/html": [
" | b__st (b?st) | b__st (b??st) | b__st (bost) | b___t (b??t) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"dag\n"
]
},
{
"data": {
"text/html": [
" | d___ (d??) | d___ (d?:x) | d___ (d?x) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"deurtje\n"
]
},
{
"data": {
"text/html": [
" | d_____ (d?:?k?) | d_____ (do?tj?) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"geel\n"
]
},
{
"data": {
"text/html": [
" | ___l (?e?l) | ___l (?e:l) | ___l (???l) | ___l (?i?l) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"heel\n"
]
},
{
"data": {
"text/html": [
" | h____ (h??l) | h____ (he?l) | h____ (he:l) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"ik ben gegaan\n"
]
},
{
"data": {
"text/html": [
" | g___ (ga:n) | g___ (?i?n) | g___ (gi?nt) | g___ (gi?n) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"ik heb gezet\n"
]
},
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"ik sprak\n"
]
},
{
"data": {
"text/html": [
" | sp___ (sp??k) | sp___ (sp?i:k) | sp___ (sp??kt?) | sp___ (sp??ts) | sp___ (sp?e?k) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"kaas\n"
]
},
{
"data": {
"text/html": [
" | ____s (se?s) | ____s (tsi:s) | ____s (ke?s) | ____s (k?:?s) | ____s (k?:s) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"koken\n"
]
},
{
"data": {
"text/html": [
" | k____ (kojts?) | k____ (kouk?) | k___ (k?tj?) | k___ (ko:k?n) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"oog\n"
]
},
{
"data": {
"text/html": [
" | o___ (o:x) | ___ch (e?x) | ___ch (?:x) | ___ch (?.?x) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"tand\n"
]
},
{
"data": {
"text/html": [
" | k____ (ki:z?) | t____ (t?:n) | t____ (tos) | t____ (tosk) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"trein\n"
]
},
{
"data": {
"text/html": [
" | t____ (tR??n) | t____ (t?e?n) | t____ (t???n) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"vis\n"
]
},
{
"data": {
"text/html": [
""
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
},
{
"name": "stdout",
"output_type": "stream",
"text": [
"zaterdag\n"
]
},
{
"data": {
"text/html": [
" | s_____ (snjoun) | s_____ (sn?wn) | s_____ (sa:t?d?x) |
"
],
"text/plain": [
""
]
},
"metadata": {},
"output_type": "display_data"
}
],
"source": [
"for question, rows in answers.groupby('question_text'):\n",
" answer_texts = set(rows['answer_text'])\n",
" print(question)\n",
" display(make_table(\n",
" [[''] + list(answer_texts)] + [\n",
" [gemeente_names[gemeente]] + [\n",
" percentage if percentage > 0 else ''\n",
" for answer_text in answer_texts\n",
" for percentage in [round(100 * counts[answer_text] / summed)] # alias\n",
" ]\n",
" for gemeente, rows_ in rows.groupby('gemeente')\n",
" if gemeente >= 0\n",
" for counts in [defaultdict(lambda: 0, rows_['answer_text'].value_counts())] # alias\n",
" for summed in [len(rows_)] # alias\n",
" ]\n",
" ))"
]
}
],
"metadata": {
"kernelspec": {
"display_name": "Python 3",
"language": "python",
"name": "python3"
},
"language_info": {
"codemirror_mode": {
"name": "ipython",
"version": 3
},
"file_extension": ".py",
"mimetype": "text/x-python",
"name": "python",
"nbconvert_exporter": "python",
"pygments_lexer": "ipython3",
"version": "3.6.5"
}
},
"nbformat": 4,
"nbformat_minor": 2
}