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
metropolitan +1.64 351 7703 21.9× 2
city +1.64 17 1349 79.4× 17
city's +1.50 149 4858 32.6× 5
Sea +1.45 104 3379 32.5× 14
Lake +1.39 155 4016 25.9× 14
islands +1.38 114 3522 30.9× 12
Islands +1.33 153 4176 27.3× 10
plateau +1.32 1079 8924 8.3× 3
River +1.28 76 2107 27.7× 13
largest +1.27 61 2050 33.6× 16
climate +1.27 175 3988 22.8× 14
cities +1.27 83 2307 27.8× 17
Lakes +1.27 1410 9526 6.8× 2
tourists +1.27 686 6516 9.5× 4
populated +1.27 391 5844 14.9× 4
rivers +1.26 190 3570 18.8× 14
lake +1.24 157 3087 19.7× 10
mayor +1.21 803 6464 8.1× 4
Railway +1.21 670 6446 9.6× 5
basin +1.20 347 4303 12.4× 7
downtown +1.20 964 7097 7.4× 3
island +1.19 101 2033 20.1× 15
population +1.18 37 1314 35.5× 16
located +1.18 75 1883 25.1× 14
Urban +1.18 1598 8934 5.6× 2
province +1.15 257 4057 15.8× 12
region +1.15 54 1743 32.3× 17
geography +1.15 539 5771 10.7× 9
City +1.14 130 2422 18.6× 11
east +1.14 131 2390 18.2× 16
coast +1.14 178 2993 16.8× 15
port +1.14 238 3337 14.0× 10
railway +1.13 284 3542 12.5× 9
Mountains +1.13 359 4238 11.8× 7
border +1.13 209 3224 15.4× 17
capital +1.12 80 1645 20.6× 15
beaches +1.12 1597 8507 5.3× 2
area +1.12 33 1333 40.4× 16
river +1.11 97 1919 19.8× 16
northern +1.11 140 2755 19.7× 16
Island +1.11 193 2861 14.8× 13
south +1.10 99 1762 17.8× 16
municipal +1.10 651 5363 8.2× 4
north +1.10 98 1714 17.5× 16
airport +1.10 400 4019 10.0× 3
eastern +1.09 203 3288 16.2× 15
summers +1.08 1336 7168 5.4× 3
National Park +1.07 907 6768 7.5× 3
southern +1.07 144 2588 18.0× 16
provincial +1.06 966 6763 7.0× 4
park +1.06 346 3563 10.3× 7
Canal +1.05 681 5950 8.7× 3
Cities +1.05 1561 7299 4.7× 3
football +1.04 390 3889 10.0× 9
stations +1.03 408 4208 10.3× 11
Park +1.03 316 3350 10.6× 9
independence +1.03 244 3183 13.0× 13
Area +1.02 629 4555 7.2× 2
urban +1.02 151 2233 14.8× 11
Gulf +1.02 708 5216 7.4× 9
founded +1.01 214 2678 12.5× 16
tourist +1.00 549 4416 8.0× 5
municipality +1.00 901 5332 5.9× 2
lakes +1.00 624 4986 8.0× 9
west +1.00 139 1845 13.3× 14
residents +1.00 302 3053 10.1× 8
Bridge +0.99 783 5444 7.0× 7
inhabitants +0.99 343 3336 9.7× 12
western +0.98 198 2624 13.3× 15
Port +0.98 464 2986 6.4× 2
towns +0.98 380 3493 9.2× 14
flows +0.98 544 4410 8.1× 11
Municipal +0.97 1178 5959 5.1× 2
districts +0.97 313 3155 10.1× 7
World +0.96 132 1913 14.5× 16
forests +0.96 382 3456 9.0× 10
route +0.96 388 3600 9.3× 12
peninsula +0.96 713 5277 7.4× 5
Highway +0.96 1304 5898 4.5× 3
world's +0.96 269 2907 10.8× 15
territory +0.96 242 2970 12.3× 14
parks +0.95 521 4427 8.5× 5
government +0.95 57 1224 21.5× 16
industries +0.94 617 4902 7.9× 11
Museum +0.94 308 3584 11.6× 10
settlements +0.94 716 4660 6.5× 7
flights +0.94 1120 6312 5.6× 5
situated +0.94 604 4240 7.0× 9
annual +0.94 280 2978 10.6× 14
Bay +0.93 657 4472 6.8× 9
station +0.93 341 3099 9.1× 15
basketball +0.93 1259 6400 5.1× 4
economy +0.92 200 2765 13.8× 12
country's +0.92 299 2934 9.8× 8
volcano +0.92 1384 6705 4.8× 3
Technical +0.92 3221 9929 3.1× 2
stretches +0.92 2314 8286 3.6× 3
canal +0.92 730 4856 6.7× 9
average +0.92 146 1780 12.2× 17
Greater +0.92 1179 5706 4.8× 3