Word tokens

Words characteristic of wiki_geography

Word frequency data from Wikipedia Level 4 geography articles

Ranked by Zipf delta: how much more common a word is here than its average across the 18 other corpora (19th_books, 20th_books, wiki_math, wiki_biology, wiki_modern_life, wiki_arts, wiki_society, wiki_linguistics, wiki_physical_science, wiki_history, early_modern_science, religious_translated, cooking, legal_scotus, eu_parliament_debates, openstax_science, openstax_society, wpa_life_histories). +1.00 means ten times as common here. The ranks beside it say the same thing in readable terms — they are not used for sorting, because the corpora are different sizes and rank 500 does not mean the same thing in each.
Most skewed toward wiki_geography 100 shown
Word Zipf Δ Rank here Mean rank elsewhere Rank ratio Corpora
city +1.69 17 1472 86.6× 17
metropolitan +1.64 351 7748 22.1× 2
city's +1.50 149 4857 32.6× 5
Sea +1.41 104 3298 31.7× 14
islands +1.35 114 3400 29.8× 12
Lake +1.35 155 3851 24.8× 14
plateau +1.32 1079 8932 8.3× 3
Islands +1.31 153 4036 26.4× 11
cities +1.30 83 2418 29.1× 15
River +1.27 76 2139 28.2× 12
Lakes +1.27 1409 9534 6.8× 2
populated +1.27 391 5847 15.0× 4
largest +1.26 61 2056 33.7× 16
climate +1.22 174 3874 22.3× 14
rivers +1.22 190 3401 17.9× 15
mayor +1.21 803 6485 8.1× 4
Railway +1.20 668 6462 9.7× 5
downtown +1.20 962 7102 7.4× 3
lake +1.19 157 3005 19.1× 10
Urban +1.18 1599 8994 5.6× 2
island +1.17 100 2032 20.3× 14
east +1.16 131 2513 19.2× 15
located +1.15 75 1813 24.2× 14
railway +1.15 284 3752 13.2× 8
port +1.15 238 3390 14.2× 9
province +1.15 257 4054 15.8× 12
border +1.15 208 3335 16.0× 16
population +1.15 37 1159 31.3× 15
geography +1.15 536 5774 10.8× 9
region +1.14 54 1732 32.1× 17
capital +1.14 80 1635 20.4× 13
coast +1.13 177 3022 17.1× 14
Mountains +1.13 359 4239 11.8× 7
Island +1.13 193 3047 15.8× 14
south +1.13 98 2025 20.7× 15
eastern +1.12 202 3438 17.0× 15
beaches +1.12 1598 8506 5.3× 2
basin +1.11 347 3942 11.4× 8
river +1.11 96 1936 20.2× 16
northern +1.11 139 2760 19.9× 16
north +1.11 97 1866 19.2× 15
tourists +1.11 685 4780 7.0× 3
City +1.11 130 2337 18.0× 10
area +1.10 33 1322 40.1× 16
municipal +1.10 649 5364 8.3× 4
airport +1.10 399 4019 10.1× 3
independence +1.08 244 3396 13.9× 12
summers +1.08 1336 7174 5.4× 3
southern +1.08 143 2610 18.3× 16
National Park +1.07 907 6800 7.5× 3
residents +1.07 301 3333 11.1× 7
urban +1.07 151 2385 15.8× 10
provincial +1.06 963 6770 7.0× 4
stations +1.06 406 4348 10.7× 10
Canal +1.05 680 5952 8.8× 3
Cities +1.05 1562 7329 4.7× 3
park +1.04 346 3625 10.5× 6
football +1.04 390 3891 10.0× 9
economy +1.03 200 3030 15.2× 11
west +1.03 138 2069 15.0× 13
settlements +1.03 715 5122 7.2× 6
founded +1.03 213 2764 13.0× 15
industries +1.03 614 5337 8.7× 10
Area +1.02 623 4550 7.3× 2
Gulf +1.02 708 5223 7.4× 9
Park +1.02 315 3411 10.8× 8
districts +1.01 312 3345 10.7× 6
western +1.01 198 2711 13.7× 15
inhabitants +1.01 343 3402 9.9× 11
government +1.01 57 1282 22.5× 15
country's +1.00 297 3245 10.9× 7
tourist +1.00 546 4418 8.1× 5
municipality +1.00 901 5348 5.9× 2
towns +1.00 380 3625 9.5× 12
territory +1.00 241 3136 13.0× 13
Bridge +0.99 783 5456 7.0× 7
route +0.99 388 3712 9.6× 11
Port +0.98 461 2988 6.5× 2
World +0.98 133 2051 15.4× 15
Municipal +0.97 1177 5967 5.1× 2
station +0.96 341 3265 9.6× 14
borders +0.96 595 4681 7.9× 12
peninsula +0.96 712 5280 7.4× 5
Highway +0.96 1304 5906 4.5× 3
parks +0.95 517 4430 8.6× 5
world's +0.95 269 2873 10.7× 15
Museum +0.94 306 3586 11.7× 10
flights +0.94 1119 6314 5.6× 5
situated +0.94 602 4237 7.0× 9
Bay +0.94 655 4501 6.9× 9
annual +0.93 280 2976 10.6× 14
per capita +0.93 956 4954 5.2× 3
military +0.93 187 2362 12.6× 16
basketball +0.93 1259 6420 5.1× 4
volcano +0.92 1382 6710 4.9× 3
stretches +0.92 2311 8298 3.6× 3
routes +0.92 610 4556 7.5× 6
economic +0.92 147 2251 15.3× 14
Central +0.92 197 2298 11.7× 14
villages +0.92 736 4336 5.9× 9