A Corpus of 21st Century Scots Texts

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Scottish Parliament

Basic Stats

Total words by this author in corpus - 25,717
Total unique words used by this author in corpus - 2,685
Ratio of total words to unique words - 9.578
Tagged as LAL (General Central) dialect.
Top ten most common words - the, tae, o, and, that, in, fur, gaelic, a, scots,

List of texts in corpus

Scots Leids Bill – Stage 1 Report
The Scottish Parliament (2024-07-24 ) in Central dialect (LAL), categorised as government (24,252 words)
Gaelic and Scots in Scotland: Whit daes the census tell us?
The Scottish Parliament (2024-08-12) in Central (Edinburgh) dialect (LAL), categorised as government (1,465 words)

Author word Keyness frequencies

This should list the words that the author uses in a disproportionate manner more often than other writers in the corpus. This may include (a) proper nouns (character names in the author's stories), (b) other words related to the specific subject matter and (c) words specific to the regional dialect.
WordCount Normalised
per million		 Keyness
gaelic397 15,437.261,753.755
committee211 8,204.691,464.133
and812 31,574.441,226.376
fur491 19,092.431,062.857
education208 8,088.04916.033
bill206 8,010.27782.310
authorities119 4,627.29772.807
an111 4,316.21708.068
leid209 8,126.92623.083
wull166 6,454.87609.088
that725 28,191.47567.446
wuid118 4,588.40543.216
guideship74 2,877.47542.844
local127 4,938.37532.300
signeeficance71 2,760.82520.482
statit79 3,071.90520.436
proveesion70 2,721.93481.799
probation60 2,333.09438.528
scots325 12,637.55368.632
authoritie51 1,983.12358.336
government106 4,121.79354.316
airts84 3,266.32345.892
communitie50 1,944.24340.615
lingueestic77 2,994.13nan
houaniver54 2,099.78352.562
s4 155.54339.641
he16 622.16330.953
meenisters53 2,060.89309.053
buirds44 1,710.93306.840
public84 3,266.32303.076
scottish126 4,899.48297.965
coud61 2,371.97291.316
staunerts97 3,771.82nan
bòrd58 2,255.32279.797
strategie81 3,149.67nan
gàidhlig61 2,371.97295.458
tent78 3,033.01274.438
council44 1,710.93257.638
skills47 1,827.58253.687
meisures39 1,516.51252.716
depute40 1,555.39246.440
support70 2,721.93239.377
saiction79 3,071.90nan
shuid66 2,566.40236.253
athin60 2,333.09233.229
whilk53 2,060.89223.271
furst56 2,177.55219.891
proveesions33 1,283.20217.391
forder46 1,788.70217.313
his11 427.73213.708
a393 15,281.72212.635
ye9 349.96207.446
i14 544.39203.632
for12 466.62203.039
o891 34,646.34201.475
cleir28 1,088.77200.701
organisations38 1,477.62198.927
financial34 1,322.08196.946
requirements31 1,205.43184.012
policie32 1,244.31183.404
be314 12,209.82182.661
costs32 1,244.31181.121
tae893 34,724.11175.793
relation31 1,205.43174.422
gme38 1,477.62171.829
her14 544.39170.862
wis81 3,149.67165.395
praisent35 1,360.97165.019
teichars23 894.35163.698
regulations23 894.35163.698
nan24 933.23160.749
she16 622.16159.855
airt48 1,866.47157.080
hoo65 2,527.51156.480
communities34 1,322.08151.728
islands30 1,166.54149.720
respondents21 816.58148.921
meenister38 1,477.62142.667
evident22 855.47142.354
saicondarie20 777.70141.539
incluidin50 1,944.24nan
pouers26 1,011.00141.268
walcomed21 816.58139.068
na60 2,333.09136.825
medium33 1,283.20135.693
the1943 75,553.14132.809
relevant24 933.23132.094
conseeder21 816.58131.793
duties23 894.35127.537
maed18 699.93126.790
primarie19 738.81124.673
national48 1,866.47122.219
forby50 1,944.24122.184
fundin27 1,049.89120.886
fae2 77.77120.854
wirk40 1,555.39120.336
process31 1,205.43117.926
offeecial25 972.12112.572
therefore23 894.35112.068
athort30 1,166.54111.866
aboot6 233.31109.652
statin18 699.93107.874
taks41 1,594.28107.724
lairgest18 699.93105.266
census28 1,088.77105.113
these54 2,099.78104.792
response21 816.58104.041
development27 1,049.89103.704
whither29 1,127.66102.432
in618 24,030.80100.107
required18 699.9398.560
resoorces20 777.7097.824
hm14 544.3997.369
indiveeduals14 544.3997.369
addeetional15 583.2796.070
role23 894.3594.793
stakehauders16 622.1694.130
legislation22 855.4794.041
deleever14 544.3992.708
unner40 1,555.3991.817
explaint17 661.0490.109
inspectors13 505.5090.035
schuils27 1,049.8987.588
asks28 1,088.7787.432
relatin15 583.2787.307
byleids15 583.2784.961
memorandum31 1,205.43nan
is289 11,237.7084.652
macleod14 544.3983.009
clas12 466.6282.712
approach23 894.3582.696
screive18 699.9381.753
aa2 77.7781.621
leids45 1,749.8281.472
team24 933.2379.394
lairnin24 933.2379.394
shair29 1,127.6678.918
up25 972.1278.181
plaun28 1,088.77nan
unnerscored43 1,672.05nan
views27 1,049.89147.849
opportunities19 738.8177.140
doon5 194.4276.100
comunn11 427.7375.402
conseederation11 427.7375.402
framewark11 427.7375.402
promuive12 466.6274.847
like10 388.8574.729
nummer32 1,244.3173.634
status23 894.3572.885
alloo15 583.2772.652
regaird17 661.0472.618
pouer21 816.5872.540
professor21 816.5872.540
plauns25 972.12nan
screivit21 816.5872.540
consult12 466.6271.913
grawth24 933.23nan
cry27 1,049.8971.175
claritie25 972.12nan
dutie24 933.23nan
teichar11 427.7371.172
directions14 544.3970.902
upon24 933.2369.988
supportin15 583.2769.973
require12 466.6269.359
tuik30 1,166.5468.697
gmpe10 388.8568.108
meisure14 544.3967.902
responses11 427.7367.835
sic53 2,060.8965.761
aged12 466.6265.044
deceesion12 466.6265.044
nae16 622.1665.024
consultation21 816.5864.023
speakers27 1,049.8963.677
incluide23 894.35nan
associatit12 466.6263.180
impact12 466.6263.180
need48 1,866.4763.099
greed16 622.1661.627
mcleod10 388.8560.861
unnerscorin9 349.9660.832
nàiseanta9 349.9660.832
requirement9 349.9660.832
recommends9 349.9660.832
designatit9 349.9660.832
addit16 622.1660.831
mak65 2,527.5160.021
potential15 583.2759.547
at76 2,955.2459.073
ony63 2,449.7458.844
issues16 622.1658.573
providit12 466.6258.404
spaken10 388.8558.203
strategies10 388.8558.203
speceefic10 388.8558.203
detail13 505.5058.071
suggestit15 583.2757.876
disnae28 1,088.7757.462
awreidie20 777.70nan
stresst19 738.81nan
thon62 2,410.8657.324
importance15 583.2757.078
alba15 583.2757.078
statit-19 738.81nan
expectit12 466.6257.022
procedure9 349.9656.951
mòr9 349.9656.951
ostaig9 349.9656.951
set47 1,827.5855.485
important27 1,049.8955.172
schuil30 1,166.5454.902
designation16 622.16nan
had2 77.7754.013
wirries9 349.9653.934
gle9 349.9653.934
lairner9 349.9653.934
valye8 311.0853.578
diversitie8 311.0853.578
siar17 661.04nan
signeeficant17 661.04nan
comhairle17 661.04nan
cawed21 816.5856.369
eilean17 661.04nan
airgued9 349.9656.951
deleeverin8 311.0853.578
tairgets8 311.0853.578
consultit8 311.0853.578
buird15 583.2752.745
staff16 622.1652.730
we39 1,516.5152.504
functions12 466.6252.243
accresst16 622.16nan
whin29 1,127.6652.000
regairdin9 349.9651.430
sicweys9 349.9651.430
their100 3,888.4851.383
isnae26 1,011.0050.599
reportit14 544.3950.363
highlands8 311.0849.897
requires8 311.0849.897
maun45 1,749.8249.524
ken2 77.7749.386
qualifications9 349.9649.277
wuidnae9 349.9649.277
orkney17 661.0449.148
believes10 388.8548.908
strenthen10 388.8548.908
government's11 427.7347.535
descrived11 427.7347.535
recognises10 388.8547.518
wullnae9 349.9647.384
cannin8 311.0847.062
enterprise8 311.0847.062
anent32 1,244.3146.905
misneachd14 544.39nan
scotland70 2,721.9346.527
strategic11 427.7346.510
mair111 4,316.2146.459
strenthenin7 272.1946.352
gruip7 272.1946.352
fm7 272.1946.352
fèisean7 272.1946.352
comann14 544.39nan
uiss18 699.9345.313
reenge12 466.6245.042
it193 7,504.7644.849
gabound14 544.39nan
acknawledged8 311.0844.725
speak29 1,127.6644.080
time9 349.9643.376
city19 738.8142.966
accress13 505.50nan
as248 9,643.4342.940
braider12 466.6242.871
assessment9 349.9642.765
ootcomes9 349.9642.765
implications8 311.0842.726
challenges8 311.0842.726
heicher10 388.8541.834
plaunnin13 505.50nan
to3 116.6541.833
proposed8 311.0840.976
budget9 349.9640.290
curriculum13 505.5040.066
yaised21 816.5840.008
so2 77.7739.403
existin9 349.9639.181
ootwi9 349.9639.181
are74 2,877.4739.169
uhi6 233.3139.163
scqf6 233.3139.163
strenthened6 233.3139.163
several10 388.8539.130
ain2 77.7739.002
activitie12 466.62nan
developin10 388.8538.314
cosla12 466.62nan
donald12 466.6238.548
ettlins12 466.62nan
glasgow14 544.3938.537
incluidit13 505.50nan
saictions12 466.62nan
abilitie13 505.50nan
muckler8 311.0839.418
preparin7 272.1938.105
preparation7 272.1938.105
pàrant12 466.62nan
conseedert8 311.0838.013
noo9 349.9637.488
cries12 466.6237.465
lang2 77.7737.398
appropriate9 349.9637.171
create10 388.8536.788
consequences8 311.0836.734
insteid20 777.7036.596
wastren7 272.1936.273
fluencie11 427.73nan
develop10 388.8536.788
nam12 466.62nan
leemitit8 311.0838.013
faut10 388.8536.072
levels11 427.7335.996
consultations6 233.3135.955
impruive6 233.3135.955
by84 3,266.3235.701
promuivement11 427.73nan
no24 933.2335.649
chynges11 427.7334.877
while37 1,438.7434.758
needit14 544.3934.685
legislative7 272.1934.677
aroond20 777.7034.424
hebrides6 233.3133.543
see10 388.8533.459
than3 116.6533.418
giein21 816.5832.867
unnerstaun14 544.3932.346
scots'5 194.4232.021
commeetments5 194.4232.021
advocatit5 194.4232.021
staunert5 194.4232.021
likelie5 194.4232.021
kiver5 194.4232.021
proportionate5 194.4232.021
settins7 272.1931.990
recogneetion6 233.3131.589
societie6 233.3131.589
persons6 233.3131.589
created6 233.3131.589
resoorce6 233.3131.589
athoot18 699.9331.486
settin13 505.5031.008
circumstances8 311.0830.811
subject12 466.6230.450
us7 272.1930.346
arenae8 311.0830.027
oot56 2,177.5529.991
association9 349.9629.768
key14 544.3929.676
act17 661.0429.489
ades10 388.85nan
defineetion6 233.3129.939
centre16 622.1629.457
promuivin5 194.4229.101
meaningfu5 194.4229.101
future15 583.2729.093
population12 466.6229.036
lairners7 272.1928.805
reportin7 272.1928.805
recognised9 349.9628.634
finance6 233.3128.510
acresst10 388.85nan
quaistens6 233.3128.510
qualification6 233.3128.510
oor10 388.8528.433
practice11 427.7327.790
direction10 388.8527.465
particular11 427.7327.429
but52 2,022.0127.345
expectations6 233.3127.249
implementation6 233.3127.249
praisently10 388.85nan
byleid6 233.3127.249
level11 427.7327.076
indiveedual5 194.4226.939
assist5 194.4226.939
taewart5 194.4226.939
twa9 349.9626.677
cam2 77.7726.362
reform7 272.1926.273
hoosin7 272.1926.273
acressin10 388.85nan
joanna5 194.4226.939
involve6 233.3126.120
administration6 233.3126.120
ower23 894.3526.111
environment8 311.0826.074
juin8 311.0826.074
expresst9 349.96nan
interestit8 311.0826.074
meetin10 388.8525.871
designate9 349.96nan
sqa6 233.3126.120
teichin10 388.85nan
walcomin6 233.3133.543
statutorie13 505.50nan
sabhal9 349.9656.951
my3 116.6525.532
kintra16 622.1625.511
provide10 388.8525.497
data10 388.8525.131
chuise6 233.3125.099
crisis6 233.3125.099
introduce6 233.3125.099
kiverin4 155.5424.948
that-4 155.5424.948
forwart4 155.5424.948
pathwey4 155.5424.948
wylie4 155.5424.948
haes54 2,099.7824.918
will3 116.6524.910
poseetion7 272.1924.836
there111 4,316.2124.816
exemple10 388.8524.774
frae89 3,460.7524.664
different24 933.2324.651
extend5 194.4223.758
gtc9 349.96nan
birnie8 311.08nan
made2 77.7723.344
requeest8 311.08nan
accoont12 466.6223.771
creation6 233.3123.312
culture19 738.8123.027
latest7 272.1922.958
needs14 544.3922.923
gie44 1,710.9322.912
behauf6 233.3122.520
intendit6 233.3122.520
identitie5 194.4222.511
infrastructure5 194.4222.511
heilans5 194.4222.511
hae102 3,966.2522.466
concerns7 272.1922.393
bill's8 311.08nan
focus9 349.9622.836
elc8 311.08nan
hame3 116.6523.670
responsibilitie8 311.08nan
stage11 427.7322.522
wilson7 272.1922.393
implement4 155.5422.362
pathweys4 155.5422.362
affirmative4 155.5422.362
conseeders4 155.5422.362
establishin4 155.5422.362
unnertak4 155.5422.362
indicatit4 155.5422.362
seeks4 155.5422.362
intends8 311.08nan
jist13 505.5022.301
fin2 77.7721.933
dr14 544.3921.786
follaein12 466.6221.641
dumfries5 194.4221.417
witnesses5 194.4221.417
whit93 3,616.2821.281
priorities6 233.3121.096
clarification8 311.08nan
achieve7 272.1920.844
vyce12 466.6220.777
stow4 155.5420.488
uncleir8 311.08nan
isles8 311.0820.546
recruitment4 155.5420.488
dempster4 155.5420.488
estimate4 155.5420.488
staffin4 155.5420.488
fc7 272.19nan
meenister's4 155.5420.488
multiple6 233.3120.451
region6 233.3120.451
representin5 194.4220.442
airlier5 194.4220.442
structures5 194.4220.442
when7 272.1920.397
total7 272.1920.371
mony33 1,283.2020.285
recognise7 272.1919.916
parents10 388.8519.725
historic5 194.4219.564
hoose5 194.4219.506
ceòlas7 272.19nan
gien27 1,049.8919.457
richt11 427.7319.264
wey6 233.3119.081
demand7 272.1919.059
saicond4 155.5419.006
confirmt4 155.5419.006
yaise12 466.6218.805
provides5 194.4218.766
cabinet5 194.4218.766
quaisten5 194.4218.766
essential6 233.3118.731
submeesion7 272.19nan
gàidheal7 272.19nan
engagement6 233.3118.731
airlie7 272.1918.653
professional8 311.0818.482
dreft7 272.19nan
sonas7 272.19nan
quaistened7 272.19nan
then8 311.0818.290
general12 466.6218.260
hooaniver5 194.4218.035
assessments3 116.6517.977
embeddit3 116.6517.977
unnerscore3 116.6517.977
economie7 272.19nan
amend3 116.6517.977
grupe7 272.19nan
tracs7 272.19nan
unnerstauns3 116.6517.977
queried3 116.6517.977
accoontable3 116.6517.977
amendit3 116.6517.977
praisentlie3 116.6517.977
presumption3 116.6517.977
giollagáin7 272.19nan
nummers10 388.8517.850
introducin4 155.5417.779
mucklest4 155.5417.779
recognisin4 155.5417.779
anither3 116.6517.754
cairryin8 311.0817.568
anely15 583.2717.473
economic7 272.1916.824
expleecit6 233.31nan
suffeecient6 233.31nan
encourage6 233.3116.820
continyed8 311.08nan
adult6 233.3116.820
programmes5 194.4216.736
vaurious6 233.31nan
result8 311.0816.451
received6 233.3116.395
ettlings6 233.31nan
shift9 349.9616.286
direct6 233.3115.988
requeestit6 233.31nan
respect7 272.1916.493
necessar8 311.0815.931
legal7 272.1915.860
galloway4 155.5415.820
deleevery6 233.31nan
daen9 349.9615.848
dynamic4 155.5415.820
wirried3 116.6515.794
compleeance6 233.31nan
banffshire3 116.6515.794
conseederin3 116.6515.794
obligation3 116.6515.794
tairget3 116.6515.794
stòrlann3 116.6515.794
smawest3 116.6515.794
responded3 116.6515.794
remuive3 116.6515.794
concernin3 116.6515.794
acknawledges7 272.19nan
michtnae3 116.6515.794
offeecials3 116.6515.794
supportive3 116.6515.794
addresst3 116.6515.794
progress8 311.0815.679
senior5 194.4215.609
vernacular6 233.3115.598
its55 2,138.6615.520
come6 233.3115.506
tell3 116.6515.235
placed6 233.3115.224
prepare4 155.5415.013
ootthrou4 155.5415.013
praisentit4 155.5415.013
intention4 155.5415.013
gaun3 116.6514.925
place31 1,205.4314.875
complete7 272.1914.699
e2 77.7714.656
transport5 194.4214.617
of15 583.2714.314
tradeetions4 155.5414.289
alike4 155.5414.289
gaelic-medium4 155.5414.289
providers3 116.6514.255
uissage3 116.6514.255
ministers3 116.6514.255
respective3 116.6514.255
mccoll3 116.6514.255
resultin3 116.6514.255
micht38 1,477.6214.206
tocht6 233.3114.183
issue7 272.1914.164
success7 272.1913.908
authoritie's6 233.31nan
parteecular5 194.4213.732
cent5 194.4213.732
effective5 194.4213.732
orcadian6 233.3113.550
chynge10 388.8513.294
this137 5,327.2213.182
bein35 1,360.9713.150
commeessioner6 233.31nan
available7 272.1913.413
arise3 116.6513.060
secretarie5 194.42nan
impose3 116.6513.060
imposed3 116.6513.060
obligations3 116.6513.060
leeterature3 116.6513.060
basit5 194.42nan
budgets3 116.6513.060
creates3 116.6513.060
mich4 155.5413.036
establisht5 194.42nan
negative4 155.5413.036
vauried5 194.42nan
dreftit5 194.42nan
focusst5 194.42nan
explanatorie5 194.42nan
expedit5 194.42nan
grees4 155.5413.036
suggests4 155.5413.036
capacitie5 194.42nan
-15 583.2712.780
spend6 233.3112.677
action8 311.0812.660
seembolic5 194.42nan
afore13 505.5012.605
comments4 155.5412.487
creatin4 155.5412.487
yon2 77.7712.472
award5 194.4212.212
unnerstaunin5 194.4212.212
numerous3 116.6512.084
clarify5 194.42nan
barrier3 116.6512.084
submeesions5 194.42nan
minoritie3 116.6512.084
explicit3 116.6512.084
say8 311.0812.032
relative4 155.5411.980
applied4 155.5411.980
whaur35 1,360.9711.967
staunarts5 194.42nan
them21 816.5811.931
muckle8 311.0811.909
structure4 155.5411.509
actions4 155.5411.509
they136 5,288.3311.411
report12 466.6211.387
last3 116.6511.351
three3 116.6511.276
age11 427.7311.262
expertise3 116.6511.260
responsibilities3 116.6511.260
millar3 116.6511.260
exemples3 116.6511.260
halely3 116.6511.260
cost5 194.4211.241
exerces5 194.42nan
teaching3 116.6511.260
documents5 194.4211.241
altho5 194.4211.241
approximate2 77.7711.181
heilands2 77.7711.181
gàidhealach5 194.42nan
urged2 77.7711.181
pàipear5 194.42nan
aiccess5 194.42nan
non-compleeance5 194.42nan
clessruim2 77.7711.181
scope2 77.7711.181
majoritie2 77.7711.181
peteranna5 194.42nan
preenciple2 77.7711.181
disappyntment2 77.7711.181
designatin5 194.42nan
grawin5 194.42nan
ineetiatives5 194.42nan
distributin2 77.7711.181
universitie2 77.7711.181
hechle2 77.7711.181
developt5 194.42nan
tharefore2 77.7711.181
discreemination2 77.7711.181
opportunitie2 77.7711.181
anticipate2 77.7711.181
prescribe2 77.7711.181
commensurate2 77.7711.181
h-eileanan2 77.7711.181
thram5 194.42nan
placement2 77.7711.181
recognisit2 77.7711.181
faceelitate5 194.42nan
adequate2 77.7711.181
pairlamentarie5 194.42nan
deans2 77.7711.181
brin2 77.7711.181
tot2 77.7711.181
meisurt2 77.7711.181
communed2 77.7711.181
annoonced2 77.7711.181
intent4 155.5411.070
appeal4 155.5411.070
activities4 155.5411.070
luiks5 194.4210.943
think7 272.1910.883
wir4 155.5410.776
law10 388.8510.728
mairower3 116.6510.548
complee4 155.54nan
option4 155.5410.659
hivnae3 116.6510.548
illustrate3 116.6510.548
apply3 116.6510.548
arts3 116.6510.548
wha4 155.5410.497
throu24 933.2310.447
per5 194.4210.382
practical5 194.4210.382
prepared4 155.5410.272
read17 661.0410.180
content6 233.3110.079
new35 1,360.979.993
implementit3 116.659.922
providin3 116.659.922
absence3 116.659.922
sae22 855.479.875
dictionaries5 194.429.862
details4 155.549.565
expects2 77.779.503
semplie2 77.779.503
competin2 77.779.503
forbes2 77.779.503
directors2 77.779.503
umbrella2 77.779.503
weal2 77.779.503
creetical4 155.54nan
attractive2 77.779.503
meisurable2 77.779.503
relates2 77.779.503
statute2 77.779.503
determine2 77.779.503
assertit2 77.779.503
designations4 155.54nan
acknawledgement2 77.779.503
dplr4 155.54nan
gàidhlig's2 77.779.503
estimates4 155.54nan
humanities2 77.779.503
sized2 77.779.503
detailt2 77.779.503
netwirk2 77.779.503
terms7 272.199.382
representative3 116.659.365
explains3 116.659.365
successful3 116.659.365
gmelc4 155.54nan
associe4 155.5410.659
resairch3 116.659.365
ambeetions4 155.54nan
delegatit4 155.54nan
expecations4 155.54nan
clessroom4 155.549.240
scotland's6 233.319.129
intae25 972.128.909
staps3 116.658.864
phase3 116.658.864
publeesh4 155.54nan
acknawledgin4 155.54nan
degrees3 116.658.864
agenda3 116.658.864
officers3 116.658.864
status'4 155.54nan
decline3 116.658.864
kythes5 194.428.709
said19 738.818.701
gin34 1,322.088.652
lead7 272.198.649
facin4 155.548.639
wirks4 155.548.639
concern4 155.548.639
offer6 233.318.612
weel48 1,866.478.521
view8 311.088.487
respond3 116.658.409
concernt3 116.658.409
processes3 116.658.409
reads3 116.658.409
acause10 388.858.393
aulder9 349.968.383
said-4 155.54nan
urgencie4 155.54nan
contributors2 77.778.366
uist2 77.778.366
deceesions2 77.778.366
integratit2 77.778.366
enforcement2 77.778.366
caution2 77.778.366
defines2 77.778.366
shuidnae2 77.778.366
unnertaen2 77.778.366
proceeds2 77.778.366
entrie2 77.778.366
someane2 77.778.366
definit2 77.778.366
dependent2 77.778.366
asked10 388.858.300
luchd-teagaisg4 155.54nan
overtures4 155.54nan
instance5 194.428.298
saictors4 155.54nan
meet8 311.088.139
may8 311.088.139
hantle6 233.318.130
skill4 155.548.094
teich4 155.54nan
genuine4 155.548.094
gàidhealtachd4 155.548.094
children4 155.548.094
objecives3 116.65nan
note9 349.968.077
specified4 155.54nan
incluision4 155.54nan
aften11 427.738.055
supportit4 155.547.839
cases4 155.547.839
better4 155.547.827
makkin14 544.397.733
been29 1,127.667.615
fluent3 116.657.612
pertection4 155.54nan
bairn-care4 155.54nan
initial3 116.657.612
difficult4 155.547.596
scde4 155.54nan
expect5 194.427.912
heritage5 194.427.548
differin2 77.777.506
deleeverie3 116.65nan
addressin2 77.777.506
replacin2 77.777.506
interact2 77.777.506
conchúr3 116.65nan
bute2 77.777.506
nuance3 116.65nan
emphasis2 77.777.506
suggestin2 77.777.506
examination2 77.777.506
regime2 77.777.506
same5 194.427.441
west6 233.317.394
reference4 155.547.363
common8 311.087.280
gies12 466.627.258
thidsearan3 116.65nan
brocht15 583.277.442
believed3 116.657.258
uncertaintie3 116.65nan
discretion2 77.777.506
explorin3 116.657.258
pynt9 349.967.224
mey5 194.427.204
eunson3 116.65nan
raise5 194.427.040
subordinate3 116.65nan
foghlam3 116.65nan
document4 155.547.139
nature5 194.427.040
literature6 233.316.988
drive6 233.316.988
wirkin6 233.316.988
posts3 116.656.930
visibilitie3 116.65nan
maist9 349.966.960
engage3 116.656.930
eist3 116.65nan
states5 194.426.879
coorse2 77.776.817
parties2 77.776.817
meenisterial2 77.776.817
administrative2 77.776.817
mg2 77.776.817
fawen2 77.776.817
intend2 77.776.817
establish2 77.776.817
promotit2 77.776.817
descrivin2 77.776.817
pynts5 194.426.723
possible6 233.316.607
publeeshed3 116.65nan
just5 194.426.593
shetland5 194.426.571
times2 77.776.526
smaw4 155.546.520
kythed5 194.426.423
or109 4,238.446.347
term5 194.426.279
syne8 311.086.261
transparent2 77.776.243
fails2 77.776.243
combination2 77.776.243
alignment3 116.65nan
seemilar2 77.776.243
constituencies2 77.776.243
meenimum3 116.65nan
condeetions2 77.776.243
prioritie3 116.65nan
accompanyin2 77.776.243
placin2 77.776.243
ineetial3 116.65nan
management2 77.776.243
ite3 116.65nan
agencies2 77.776.243
release2 77.776.243
facilitate2 77.776.243
wirrie2 77.776.243
signage3 116.656.070
fits3 116.656.070
really2 77.776.023
seestem4 155.545.968
alangside4 155.545.968
studies4 155.545.968
control5 194.425.867
deleevert3 116.65nan
model3 116.655.818
resource3 116.655.818
tie3 116.655.818
positive4 155.545.797
direction-makkin3 116.65nan
gaboundin3 116.65nan
effect4 155.545.797
customs2 77.775.754
gruips3 116.65nan
things5 194.425.771
represents2 77.775.754
suite2 77.775.754
steys2 77.775.754
mandatorie3 116.65nan
accoontabilitie3 116.65nan
argyll2 77.775.754
pairtners2 77.775.754
veesion2 77.775.754
criteriae3 116.65nan
viable2 77.775.754
broadcastin2 77.775.754
challengin2 77.775.754
suggestion2 77.775.754
uptak2 77.775.754
highland2 77.775.754
statements2 77.775.754
life7 272.195.719
livin7 272.195.709
leiderskip3 116.65nan
walcome4 155.545.632
notes4 155.545.632
owerture3 116.65nan
independent4 155.545.632
great2 77.775.492
trainin4 155.545.472
creatit3 116.655.355
ultimatelie3 116.65nan
connection3 116.655.355
suggest3 116.655.355
funds2 77.775.329
investment2 77.775.329
mullion3 116.65nan
principal2 77.775.329
variants2 77.775.329
bills2 77.775.329
declare2 77.775.329
instances2 77.775.329
blog2 77.775.329
relate2 77.775.329
weicht2 77.775.329
central4 155.545.317
teachin6 233.315.285
communications2 77.774.954
explainin2 77.774.954
thiriodh3 116.65nan
howpit2 77.774.954
urras3 116.65nan
helpfu2 77.774.954
expansion3 116.65nan
sustainable3 116.65nan
profile3 116.654.939
balance3 116.654.939
pupils4 155.544.883
bill-3 116.65nan
scrutinie3 116.65nan
why10 388.854.902
alang5 194.424.869
inge3 116.65nan
wirkforce3 116.65nan
education'3 116.65nan
services6 233.314.815
contribute2 77.774.620
pupil2 77.774.620
reviewin3 116.65nan
comin3 116.654.649
satisfied2 77.774.620
stress2 77.774.620
pouerfu2 77.774.620
expede3 116.65nan
comes3 116.654.618
arreengements3 116.65nan
pickle2 77.775.329
information5 194.424.588
coast3 116.654.564
session3 116.654.564
year12 466.624.435
basis3 116.654.390
fou6 233.314.385
authorities'3 116.65nan
hale4 155.544.439
heart4 155.544.363
face6 233.314.349
baith24 933.234.327
encouragin2 77.774.319
cairrie2 77.774.319
ilka-day2 77.774.319
connectit2 77.774.319
regions2 77.774.319
opt3 116.65nan
secure2 77.774.319
maisures3 116.65nan
solution2 77.774.319
maitters4 155.544.126
speaker3 116.654.065
awfie3 116.654.065
extent3 116.654.065
conseestent3 116.65nan
chyce3 116.654.065
programme3 116.654.065
benefit3 116.654.065
reflects2 77.774.047
chairt2 77.774.047
receive2 77.774.047
shetlandic2 77.774.047
factors2 77.774.047
fail2 77.774.047
can52 2,022.013.940
grupes3 116.65nan
advise2 77.775.329
necessarie3 116.65nan
statement4 155.546.330
lack3 116.653.913
wi165 6,415.993.900
fund2 77.773.831
two-levelt2 77.77nan
pairlament8 311.083.829
threit2 77.773.798
determint2 77.773.798
lairge2 77.773.798
repurposin2 77.77nan
enterin2 77.773.798
burden2 77.773.798
accompanied2 77.773.798
projecs2 77.77nan
bold2 77.773.798
sets4 155.543.795
luik8 311.083.772
bileengual2 77.77nan
effeecient2 77.77nan
produce3 116.653.767
confidence4 155.543.691
speakin7 272.193.677
continuitie2 77.77nan
ahint2 77.773.637
contrastit2 77.77nan
profeecient2 77.77nan
expedin2 77.77nan
open2 77.773.669
ongaun3 116.653.628
academic3 116.653.628
centres2 77.773.570
wish5 194.423.506
cleirer2 77.77nan
remuived2 77.77nan
description2 77.773.570
buchan3 116.653.494
costins2 77.77nan
pairt17 661.043.456
continye2 77.77nan
address5 194.423.587
skye2 77.773.359
seen10 388.853.357
hauppenin2 77.77nan
something2 77.773.350
rd-sgoiltean2 77.77nan
appears3 116.653.242
representation2 77.773.165
snp7 272.193.155
tradeetional3 116.653.124
bide3 116.653.110
list4 155.543.035
wales2 77.772.984
projects2 77.772.984
desire2 77.772.984
strang7 272.192.944
dlpr2 77.77nan
vital2 77.772.984
help14 544.392.937
mairch5 194.422.854
moral2 77.772.816
publisht2 77.772.816
nurserie2 77.77nan
diverse2 77.772.816
translation2 77.772.816
msp3 116.652.794
michael3 116.652.794
practeetioners2 77.77nan
staundin3 116.652.794
speceeficitie2 77.77nan
vauriation2 77.77nan
north9 349.962.781
didnae6 233.312.780
nor11 427.732.771
fowk49 1,905.352.740
english12 466.622.717
cultural7 272.192.695
forms3 116.652.692
jobs2 77.772.659
exists2 77.772.659
climate2 77.772.659
links2 77.772.659
chluich2 77.77nan
kate2 77.772.659
speaks3 116.652.594
align2 77.77nan
difference3 116.652.594
yet3 116.652.537
comman2 77.77nan
continyes2 77.77nan
repurpost2 77.77nan
elements2 77.772.511
whitiver2 77.772.511
greement2 77.772.511
doric7 272.192.508
results3 116.652.499
feel5 194.422.428
follae4 155.542.419
thig2 77.77nan
means7 272.192.418
includes2 77.772.373
assesst2 77.77nan
responsible2 77.772.373
isle2 77.772.373
separate2 77.772.373
durin4 155.542.350
necessitie2 77.77nan
reiteratit2 77.77nan
best6 233.312.309
rest2 77.772.291
eneuch4 155.542.263
acceptit2 77.772.244
efforts2 77.772.244
actual3 116.652.234
braid6 233.312.202
main6 233.312.156
person4 155.542.154
pit16 622.162.149
apprenticeships2 77.77nan
disparitie2 77.77nan
fundable2 77.77nan
win7 272.192.149
tak28 1,088.772.124
include2 77.772.121
concept2 77.772.121
design2 77.772.121
survive2 77.772.121
caitious2 77.77nan
period3 116.652.072
use6 233.312.066
enablin2 77.77nan
regular2 77.772.121
even13 505.502.012
wrutten2 77.772.006
concrete2 77.772.006
pace2 77.772.006
cairried3 116.651.995
faw3 116.651.995
experience4 155.541.972
dreftin2 77.77nan
breathin2 77.772.121
aw50 1,944.241.956
word2 77.771.953
proficiencie2 77.77nan
people2 77.771.925
fluencie'2 77.77nan
luikin4 155.541.914
screivin2 77.771.897
discreeminatit2 77.77nan
haudit2 77.771.897
date4 155.541.858
short-term2 77.77nan
askit4 155.541.858
langer4 155.541.803
parental2 77.77nan
hauppen2 77.77nan
officer3 116.653.365
ootcome2 77.771.795
hauf3 116.651.780
welsh3 116.651.780
takkin7 272.191.713
guide2 77.771.697
seekin2 77.771.697
requeestin2 77.77nan
entries2 77.771.697
simplifeein2 77.77nan
reports2 77.771.697
tradeetion2 77.771.697
incur2 77.77nan
chief2 77.771.697
tryin3 116.651.686
too2 77.771.682
tailort2 77.77nan
trust3 116.651.647
until2 77.771.630
kirk3 116.651.616
mean11 427.731.610
educational2 77.771.605
cawin2 77.771.605
gang6 233.311.588
aprile2 77.771.518
qualifeed2 77.77nan
challenge2 77.771.518
defineetions2 77.77nan
creeticised2 77.77nan
edinburgh6 233.311.513
identifeeable2 77.77nan
cooncil2 77.771.475
proportionalitie2 77.77nan
redd3 116.651.465
play3 116.651.457
wun4 155.541.452
retention2 77.77nan
ither36 1,399.851.443
dae24 933.231.396
push2 77.771.356
based2 77.771.356
scheme2 77.771.356
makin2 77.771.324
alane4 155.541.319
qualitie2 77.77nan
line2 77.771.300
impruivement2 77.77nan
formal2 77.771.281
askt2 77.77nan
end6 233.311.273
social6 233.311.250
oncome2 77.771.209
memmers2 77.771.209
principles2 77.771.209
seonaidh2 77.77nan
hauden2 77.771.209
determinin2 77.77nan
atween16 622.161.241
reduiced2 77.77nan
startin2 77.771.209
idea2 77.771.203
ettles3 116.651.197
am10 388.851.188
fawin2 77.771.142
young12 466.621.103
awaur2 77.771.077
aheid3 116.651.055
context2 77.771.016
ance2 77.771.016
agin3 116.651.013
tiree2 77.77nan
mr4 155.541.010
resoorced2 77.77nan
ootside3 116.650.973
declaration2 77.770.957
haed17 661.040.947
case6 233.310.941
lairn3 116.650.927
wisnae5 194.420.917
effort2 77.770.901
record2 77.770.848
relaition2 77.77nan
leuk3 116.650.896
thrams2 77.77nan
haudin2 77.770.756
leuks2 77.770.749
recent2 77.770.704
signeeficantly2 77.77nan
drawn2 77.770.848
infrastructural2 77.77nan
situation3 116.650.848
l4 155.540.698
review2 77.770.660
involved2 77.770.660
spreid2 77.770.660
irish3 116.650.640
reach2 77.770.618
hamelt2 77.770.618
cannae7 272.190.616
foond2 77.770.578
taen12 466.620.574
amang4 155.540.572
five7 272.190.568
speceeficallie2 77.77nan
on150 5,832.720.556
least3 116.650.547
deal2 77.770.540
indeed2 77.770.540
some40 1,555.390.528
single3 116.650.523
effecteev2 77.77nan
ages2 77.770.504
buirds'2 77.77nan
short4 155.540.501
stop2 77.770.487
quite4 155.540.479
robert3 116.650.471
ideas2 77.770.470
themsels2 77.770.470
fact3 116.650.455
likely2 77.770.436
offeecial'2 77.77nan
gangs2 77.770.406
addit-2 77.77nan
stap4 155.540.399
statin-2 77.77nan
creative2 77.770.377
event2 77.770.349
desirabilitie2 77.77nan
wrote2 77.770.540
language19 738.810.344
conseederable2 77.77nan
speir3 116.650.313
service3 116.650.313
lot5 194.420.299
seek2 77.770.297
nation2 77.770.297
governance2 77.77nan
iar2 77.77nan
glescae2 77.77nan
board2 77.770.297
feegure2 77.77nan
shuir2 77.770.297
daes3 116.650.276
nationwide2 77.77nan
pairteecular2 77.77nan
younger2 77.770.251
ilk5 194.420.238
met3 116.650.233
ere3 116.650.233
thegither10 388.850.232
certain2 77.770.229
college2 77.770.229
gey11 427.730.228
answer4 155.540.221
bairns11 427.730.215
bruce3 116.650.211
socht2 77.770.209
memmerskip2 77.77nan
ettle3 116.650.258
censuses2 77.77nan
real3 116.650.244
ettlin3 116.650.194
haurd2 77.770.190
haud6 233.310.182
haein5 194.420.180
readin2 77.770.163
pickler2 77.77nan
categorie2 77.77nan
regional2 77.770.172
leukin2 77.770.163
years9 349.960.159
rich2 77.770.155
spent2 77.770.140
bringin2 77.770.139
either3 116.650.123
wait4 155.540.119
want11 427.730.118
ireland2 77.770.111
sicht4 155.540.102
vitalitie2 77.77nan
leave3 116.650.190
sense4 155.540.102
radio2 77.770.098
reason2 77.770.091
thinggs2 77.77nan
takin4 155.540.089
rd2 77.77nan
ane23 894.350.087
stresst-2 77.77nan
post2 77.770.086
has12 466.620.074
ithers6 233.310.071
daein7 272.190.070
forrit6 233.310.065
ayont3 116.650.062
howp2 77.770.055
led2 77.770.051
states-2 77.77nan
langage5 194.420.036
james3 116.650.035
gane2 77.770.032
fu3 116.650.026
accressit2 77.77nan
nixt3 116.650.070
densitie2 77.77nan
sgoiltean2 77.77nan
believe4 155.540.023
maitter3 116.650.021
transparencie2 77.77nan
money4 155.540.019
raither3 116.650.017
dinnae10 388.850.015
modren3 116.650.013
maks5 194.420.008
ownerskip2 77.77nan
specify2 77.77nan
meanin2 77.770.008
bring4 155.540.005
abuin5 194.420.003
society2 77.770.003
become2 77.770.003
richts2 77.770.001
ilka9 349.960.001
itsel5 194.420.000
state4 155.540.000
apairt2 77.770.000
proactive2 77.77nan
ask4 155.540.051
bureaucratic2 77.77nan
supports2 77.776.243
commeetment3 116.65nan
failure2 77.774.047