Frequencies for first 10,000 rows of plntcity variable in vindecode dataset : (city) this is the city | where the plant is | located. | Freq. Percent Cum. -------------------------+----------------------------------- | 1,235 12.35 12.35 AAI | 3 0.03 12.38 AGEO | 1 0.01 12.39 AGUASCALIENTES | 84 0.84 13.23 AKASHI | 82 0.82 14.05 ALABAMA | 1 0.01 14.06 ALABAMA PLANT | 38 0.38 14.44 ALLISTON | 131 1.31 15.75 ANTWERP | 1 0.01 15.76 APPLETON | 2 0.02 15.78 ARACO | 1 0.01 15.79 ARLINGTON | 115 1.15 16.94 ARLOV | 1 0.01 16.95 ASAN | 4 0.04 16.99 ASAN PLANT | 13 0.13 17.12 ATESSA | 1 0.01 17.13 ATLANTA | 41 0.41 17.54 AVON LAKE | 31 0.31 17.85 BAJA | 13 0.13 17.98 BALTIMORE | 18 0.18 18.16 BANGKOK | 43 0.43 18.59 BELVIDERE | 58 0.58 19.17 BERLIN | 18 0.18 19.35 BLOOMINGTON | 6 0.06 19.41 BOLOGNA | 17 0.17 19.58 BORN | 5 0.05 19.63 BOWLING GREEN | 18 0.18 19.81 BRAMALEA | 21 0.21 20.02 BRAMPTON | 64 0.64 20.66 BRATISLAVA | 2 0.02 20.68 BREMEN | 32 0.32 21.00 BROWNS LANE | 4 0.04 21.04 BUPYEONG | 1 0.01 21.05 BUPYUNG | 14 0.14 21.19 BUSAN | 1 0.01 21.20 CAMBRIDGE | 57 0.57 21.77 CANTON | 103 1.03 22.80 CASTLE BROMWICH | 6 0.06 22.86 CELAYA | 1 0.01 22.87 CHANGWON | 4 0.04 22.91 CHARLOTTE | 1 0.01 22.92 CHATHAM | 23 0.23 23.15 CHATTANOOGA | 10 0.10 23.25 CHICAGO | 48 0.48 23.73 CHILLICOTHE | 47 0.47 24.20 CHINO | 1 0.01 24.21 CHONBURI | 9 0.09 24.30 CHONGQING | 2 0.02 24.32 CHUNGLI | 2 0.02 24.34 CIVAC | 6 0.06 24.40 CLAYCOMO | 49 0.49 24.89 CLEVELAND | 68 0.68 25.57 CLINTONVILLE | 1 0.01 25.58 CONWAY | 3 0.03 25.61 CROOKSTOWN | 1 0.01 25.62 CUAUTITILAN | 6 0.06 25.68 CUAUTITLAN | 8 0.08 25.76 CURITIBA | 5 0.05 25.81 Changzhou City | 1 0.01 25.82 DEARBORN | 92 0.92 26.74 DENTON | 67 0.67 27.41 DETROIT | 10 0.10 27.51 DETROIT (FLEETWOOD) | 1 0.01 27.52 DETROIT (JEFFERSON) | 1 0.01 27.53 DINGOLFING | 33 0.33 27.86 DODGE CITY | 56 0.56 28.42 DORAVILLE | 30 0.30 28.72 DUESSELDORF | 2 0.02 28.74 EAST LIBERY | 98 0.98 29.72 EAST LONDON | 7 0.07 29.79 EAST TROY | 8 0.08 29.87 EDISON | 20 0.20 30.07 EL SALTO | 8 0.08 30.15 ELIZABETH | 3 0.03 30.18 ELKHART | 1 0.01 30.19 EMDEN | 13 0.13 30.32 ESCOBEDO | 31 0.31 30.63 El Salto | 2 0.02 30.65 FAIRFAX | 7 0.07 30.72 FAIRFAX #2 | 18 0.18 30.90 FAIRFAX II | 39 0.39 31.29 FENTON | 29 0.29 31.58 FLAT ROCK | 63 0.63 32.21 FLINT | 86 0.86 33.07 FLINT (BUICK CITY) | 1 0.01 33.08 FLINT C/K | 10 0.10 33.18 FLINT LINE #2 | 2 0.02 33.20 FORT VALLEY | 6 0.06 33.26 FORT WAYNE | 132 1.32 34.58 FREEMONT | 2 0.02 34.60 FREMONT | 200 2.00 36.60 FT WAYNE | 1 0.01 36.61 FUJI | 1 0.01 36.62 FUJISAWA | 13 0.13 36.75 GAFFNEY | 4 0.04 36.79 GANZ | 1 0.01 36.80 GARLAND | 17 0.17 36.97 GENOA | 1 0.01 36.98 GEORGETOWN | 192 1.92 38.90 GEORGIA PLANT | 9 0.09 38.99 GHENT | 13 0.13 39.12 GILROY | 2 0.02 39.14 GOTHENBURG | 7 0.07 39.21 GRAZ | 3 0.03 39.24 GREENSBURG | 32 0.32 39.56 GREER | 9 0.09 39.65 GUNMA | 52 0.52 40.17 GYOR | 1 0.01 40.18 HAGERSTOWN | 4 0.04 40.22 HALEWOOD | 5 0.05 40.27 HAMAMATSU | 226 2.26 42.53 HAMBACH | 3 0.03 42.56 HAMTRAMACK | 3 0.03 42.59 HAMTRAMCK | 41 0.41 43.00 HAMURA | 10 0.10 43.10 HAYWARD | 9 0.09 43.19 HERMOSILLO | 79 0.79 43.98 HETHEL | 1 0.01 43.99 HIGH POINT | 4 0.04 44.03 HINCKLEY | 12 0.12 44.15 HINO | 3 0.03 44.18 HIRATSUKA | 2 0.02 44.20 HIROSHIMA | 37 0.37 44.57 HOFU | 45 0.45 45.02 HONSHA | 1 0.01 45.03 HUEBLA | 3 0.03 45.06 HWASUNG | 31 0.31 45.37 INGERSOLL | 47 0.47 45.84 INGERSOLL (CAMI) | 5 0.05 45.89 INGOLSTADT | 14 0.14 46.03 IWATA | 9 0.09 46.12 JANESVILLE | 91 0.91 47.03 JEFFERSON | 81 0.81 47.84 JEFFERSON COUNTY | 85 0.85 48.69 JUAREZ | 1 0.01 48.70 JUIZ DE FORA | 1 0.01 48.71 JUNCTION CITY | 1 0.01 48.72 KAKEGAWA | 5 0.05 48.77 KANJI IWATE PLANT | 3 0.03 48.80 KANJI KANTO JIDOSHA | 2 0.02 48.82 KANSAS CITY | 222 2.22 51.04 KARMANN | 1 0.01 51.05 KAWASAKI | 1 0.01 51.06 KAWASHIMA | 1 0.01 51.07 KECSKEMET | 1 0.01 51.08 KENTRUCKY TRUCK | 1 0.01 51.09 KENTUCKY TRUCK | 9 0.09 51.18 KENTUCKY TRUCKS | 85 0.85 52.03 KOSAI | 4 0.04 52.07 KRAGUJEVAC | 1 0.01 52.08 KUMAMOTO | 32 0.32 52.40 KUNSAN | 6 0.06 52.46 KWANGJU | 26 0.26 52.72 KYUSHU | 26 0.26 52.98 KYUSHYU | 34 0.34 53.32 LAEMCHABANG | 1 0.01 53.33 LAFAYETTE | 75 0.75 54.08 LAGO ALBERTO | 13 0.13 54.21 LAMAR | 1 0.01 54.22 LANSING | 41 0.41 54.63 LANSING (A) | 5 0.05 54.68 LANSING (#1) | 1 0.01 54.69 LANSING (A) | 4 0.04 54.73 LANSING (B) | 10 0.10 54.83 LANSING (VIN M) | 1 0.01 54.84 LANSING - CRAFT CENTER | 2 0.02 54.86 LANSING NORTH | 4 0.04 54.90 LEIPZIG | 6 0.06 54.96 LINCOLN | 66 0.66 55.62 LINDEN | 21 0.21 55.83 LORAIN | 42 0.42 56.25 LORDSTOWN | 68 0.68 56.93 LOUISVILLE | 90 0.90 57.83 MACUNGIE | 25 0.25 58.08 MADISON | 19 0.19 58.27 MANAUS | 1 0.01 58.28 MARYSVILLE | 253 2.53 60.81 MATTIGHOFEN | 8 0.08 60.89 MEXICALI | 6 0.06 60.95 MICHIGAN TRUCK | 1 0.01 60.96 MICHIGAN TRUCKS | 48 0.48 61.44 MISHAWAKA | 8 0.08 61.52 MIYAGI | 2 0.02 61.54 MIZUSHIMA | 13 0.13 61.67 MIZUSHIMA #1 | 6 0.06 61.73 MONTERREY | 3 0.03 61.76 MONTREAL | 14 0.14 61.90 MORAINE | 96 0.96 62.86 MOSEL | 7 0.07 62.93 MT HOLLY | 9 0.09 63.02 MT. HOLLY | 14 0.14 63.16 MUNICH | 26 0.26 63.42 MUNICH (DINGOLFING) | 1 0.01 63.43 MUNICH (REGENSBURG) | 1 0.01 63.44 NAGAKUSA | 35 0.35 63.79 NAGOYA | 4 0.04 63.83 NAGOYA #1 | 2 0.02 63.85 NAGOYA #2 | 14 0.14 63.99 NAGOYA 1 | 1 0.01 64.00 NECKARSULM | 14 0.14 64.14 NEW RIVER VALLEY | 32 0.32 64.46 NEW RIVER VLY | 27 0.27 64.73 NEWARK | 49 0.49 65.22 NEWMAN | 3 0.03 65.25 NORFOLK | 53 0.53 65.78 NORMAL | 18 0.18 65.96 NOT DECIPHERABLE | 230 2.30 68.26 NYSTAD | 1 0.01 68.27 OAKVILLE | 40 0.40 68.67 OKAZAKI | 1 0.01 68.68 OKLAHOMA CITY | 11 0.11 68.79 ONEIDA COUNTY | 1 0.01 68.80 ONTARIO TRUCK PLANT | 1 0.01 68.81 ONTARIO TRUCKS | 22 0.22 69.03 OPPAMA | 49 0.49 69.52 ORION | 51 0.51 70.03 ORRVILLE | 1 0.01 70.04 OSHAWA | 31 0.31 70.35 OSHAWA #1 | 80 0.80 71.15 OSHAWA #2 | 42 0.42 71.57 OSHAWA (#2) | 22 0.22 71.79 OSHAWA 1 | 2 0.02 71.81 OSHAWA TRUCK | 12 0.12 71.93 OSHKOSH | 1 0.01 71.94 OSNABRUECK | 7 0.07 72.01 OXFORD | 9 0.09 72.10 PALMELA | 2 0.02 72.12 PEMBINA | 3 0.03 72.15 PILLETTE | 6 0.06 72.21 PONTAIC EAST | 1 0.01 72.22 PONTIAC | 44 0.44 72.66 PONTIAC EAST | 31 0.31 72.97 PONTIAC WEST | 1 0.01 72.98 PORTLAND | 25 0.25 73.23 PRINCETON | 86 0.86 74.09 PUEBLA | 66 0.66 74.75 RAMOS | 5 0.05 74.80 RAMOS ARIZPE | 22 0.22 75.02 RAMOS ARIZPE #2 | 8 0.08 75.10 REGENSBURG | 26 0.26 75.36 RENTON | 19 0.19 75.55 ROSEAU | 3 0.03 75.58 ROSSLYN | 9 0.09 75.67 RUESSELSHEIM | 1 0.01 75.68 SAGARA | 1 0.01 75.69 SAINT QUENTIN | 1 0.01 75.70 SALAMANCA | 2 0.02 75.72 SALTILLO | 132 1.32 77.04 SAN ANTONIO | 32 0.32 77.36 SAN JOSE | 2 0.02 77.38 SANTIAGO | 37 0.37 77.75 SAO PAULO | 1 0.01 77.76 SAYAMA | 103 1.03 78.79 SCARBOROUGH | 1 0.01 78.80 SEATTLE | 6 0.06 78.86 SEOUL | 1 0.01 78.87 SHANGHAI | 1 0.01 78.88 SHATAI | 5 0.05 78.93 SHATAI KYUSHU | 1 0.01 78.94 SHREVEPORT | 82 0.82 79.76 SILAO | 93 0.93 80.69 SILAS | 9 0.09 80.78 SILOA | 1 0.01 80.79 SINDELFINGEN | 45 0.45 81.24 SMYRMA | 170 1.70 82.94 SMYRNA | 19 0.19 83.13 SOHARI | 26 0.26 83.39 SOLIHULL | 10 0.10 83.49 SPARTANBURG | 4 0.04 83.53 SPIRIT LAKE | 14 0.14 83.67 SPRING HILL | 60 0.60 84.27 SPRINGFIELD | 34 0.34 84.61 ST LOUIS | 18 0.18 84.79 ST LOUIS SOUTH | 8 0.08 84.87 ST THOMAS | 3 0.03 84.90 ST. LOUIS | 64 0.64 85.54 ST. LOUIS #2 | 1 0.01 85.55 ST. LOUIS NORTH | 28 0.28 85.83 ST. LOUIS SOUTH | 2 0.02 85.85 ST. PAUL | 15 0.15 86.00 ST. THOMAS | 43 0.43 86.43 ST. THOMAS - TALBOTVILLE | 1 0.01 86.44 ST.CLAIRE | 1 0.01 86.45 ST.THOMAS | 17 0.17 86.62 STE THERESE | 5 0.05 86.67 STERLING HEIGHTS | 49 0.49 87.16 STERLING HIEGHTS | 2 0.02 87.18 STERLING HTS | 12 0.12 87.30 STUTTGART | 7 0.07 87.37 SUZUKA | 55 0.55 87.92 St. PAUL | 3 0.03 87.95 TAHARA | 38 0.38 88.33 TAIZHOU CITY | 2 0.02 88.35 TAKAOKA | 4 0.04 88.39 TALBOTVILLE | 8 0.08 88.47 TARRYTOWN | 2 0.02 88.49 TIMMONSVILLE | 4 0.04 88.53 TOCHIGI | 54 0.54 89.07 TOCULA | 1 0.01 89.08 TOLEDO | 26 0.26 89.34 TOLEDO #1 | 26 0.26 89.60 TOLEDO #2 | 30 0.30 89.90 TOLEDO #3 | 29 0.29 90.19 TOLUCA | 30 0.30 90.49 TONSLEY PARK | 2 0.02 90.51 TORSLANDA | 14 0.14 90.65 TOYOTA CITY | 71 0.71 91.36 TROLLHATTAN | 3 0.03 91.39 TSUTSUMI | 35 0.35 91.74 TSUTSUMI KYUSHU | 2 0.02 91.76 TULSA | 4 0.04 91.80 TUPELO | 20 0.20 92.00 TUSCALOOSA | 5 0.05 92.05 TWIN CITIES | 52 0.52 92.57 UDDEVALLA | 1 0.01 92.58 ULSAN | 99 0.99 93.57 UNION CITY | 2 0.02 93.59 UNKNOWN | 3 0.03 93.62 UUSIKAUPUNKI | 4 0.04 93.66 VALCOURT | 3 0.03 93.69 VALENCIENNES | 1 0.01 93.70 VAN NUYS | 3 0.03 93.73 VANCE | 8 0.08 93.81 VARESE | 1 0.01 93.82 WARREN | 54 0.54 94.36 WARREN #1 | 2 0.02 94.38 WAYNE | 81 0.81 95.19 WENTZVILLE | 38 0.38 95.57 WEST POINT | 20 0.20 95.77 WHASUNG | 35 0.35 96.12 WICHITA | 2 0.02 96.14 WILLIAMSTOWN | 8 0.08 96.22 WILLOW RUN | 2 0.02 96.24 WILMINGTON | 9 0.09 96.33 WINDSOR | 69 0.69 97.02 WINNIPEG | 1 0.01 97.03 WINNSBORO | 9 0.09 97.12 WITCHITA | 1 0.01 97.13 WIXOM | 31 0.31 97.44 WOLFSBURG | 8 0.08 97.52 WOODSTOCK | 15 0.15 97.67 XIAMEN | 1 0.01 97.68 YORK | 230 2.30 99.98 ZAMA | 2 0.02 100.00 -------------------------+----------------------------------- Total | 10,000 100.00 by Jean Roth , jroth@nber.org , 22 Oct 2016