[R] Help with ggplot error: #Error in FUN(X[[i]], ...) : object 'x' not found
Poling, William
Po||ngW @end|ng |rom @etn@@com
Tue May 19 16:10:36 CEST 2020
Hello Chris, and thank you for your response.
I tried it both TRUE and FALSE given my confusion with the reference I found that idea in.
It did not help either way.
Glad you noticed though, thank you.
WHP
William H. Poling Ph.D., MPH | Senior Data Scientist, Medicare Stars, CVS Health
p 813-777-5030
Proprietary
-----Original Message-----
From: Chris Evans <chrishold using psyctc.org>
Sent: Tuesday, May 19, 2020 9:08 AM
To: Poling, William <PolingW using aetna.com>
Cc: Ben Tupper <btupper using bigelow.org>; r-help using r-project.org
Subject: [EXTERNAL] Re: [R] Help with ggplot error: #Error in FUN(X[[i]], ...) : object 'x' not found
**** External Email - Use Caution ****
----- Original Message -----
> From: "Poling, William via R-help" <r-help using r-project.org>
> To: "Ben Tupper" <btupper using bigelow.org>
> Cc: r-help using r-project.org
> Sent: Tuesday, 19 May, 2020 15:04:25
> Subject: Re: [R] Help with ggplot error: #Error in FUN(X[[i]], ...) :
> object 'x' not found
> Hello Ben and thank you for your response.
>
> I thought that was what I was doing when I ran this version:
> Test1
> p <- ggplot(c1members2, aes(x,y)) +
> geom_point()
>
> p + geom_line(data = paths, aes(group = trip_id),inherit.aes = FALSE)
> + #Error in FUN(X[[i]], ...) : object 'x' not found
> ggtitle(paste0("Optimal route with cost: ",
> round(objective_value(result), 2)))
>
> Is this not what you mean?
I'm no expert but isn't "inherit.aes = FALSE" the culprit? I think that means that that line only has a group for the aesthetic as you've turned off inheritance of the x and y mapping in the earlier aes(). That would seem to fit with the error message.
No time to try it all out but thought I'd throw this in.
Good luck (all!)
Chris
>
> str(p)
> List of 9
> $ data :'data.frame': 7 obs. of 3 variables:
> ..$ id: int [1:7] 1 2 3 4 5 6 7
> ..$ x : num [1:7] 95.5 90.2 46.8 40.9 43.3 ...
> ..$ y : num [1:7] 4.65 47.57 8.07 38.43 28.59 ...
> $ layers :List of 1
> ..$ :Classes 'LayerInstance', 'Layer', 'ggproto', 'gg' <ggproto
> object: Class LayerInstance, Layer, gg>
> aes_params: list
> compute_aesthetics: function
> compute_geom_1: function
> compute_geom_2: function
> compute_position: function
> compute_statistic: function
> data: waiver
> draw_geom: function
> finish_statistics: function
> geom: <ggproto object: Class GeomPoint, Geom, gg>
> aesthetics: function
> default_aes: uneval
> draw_group: function
> draw_key: function
> draw_layer: function
> draw_panel: function
> extra_params: na.rm
> handle_na: function
> non_missing_aes: size shape colour
> optional_aes:
> parameters: function
> required_aes: x y
> setup_data: function
> setup_params: function
> use_defaults: function
> super: <ggproto object: Class Geom, gg>
> geom_params: list
> inherit.aes: TRUE
> layer_data: function
> map_statistic: function
> mapping: NULL
> position: <ggproto object: Class PositionIdentity, Position, gg>
> compute_layer: function
> compute_panel: function
> required_aes:
> setup_data: function
> setup_params: function
> super: <ggproto object: Class Position, gg>
> print: function
> setup_layer: function
> show.legend: NA
> stat: <ggproto object: Class StatIdentity, Stat, gg>
> aesthetics: function
> compute_group: function
> compute_layer: function
> compute_panel: function
> default_aes: uneval
> extra_params: na.rm
> finish_layer: function
> non_missing_aes:
> parameters: function
> required_aes:
> retransform: TRUE
> setup_data: function
> setup_params: function
> super: <ggproto object: Class Stat, gg>
> stat_params: list
> super: <ggproto object: Class Layer, gg>
> $ scales :Classes 'ScalesList', 'ggproto', 'gg' <ggproto object: Class
> ScalesList, gg>
> add: function
> clone: function
> find: function
> get_scales: function
> has_scale: function
> input: function
> n: function
> non_position_scales: function
> scales: list
> super: <ggproto object: Class ScalesList, gg>
> $ mapping :List of 2
> ..$ x: language ~x
> .. ..- attr(*, ".Environment")=<environment: R_GlobalEnv> ..$ y:
> language ~y .. ..- attr(*, ".Environment")=<environment: R_GlobalEnv>
> ..- attr(*, "class")= chr "uneval"
> $ theme : list()
> $ coordinates:Classes 'CoordCartesian', 'Coord', 'ggproto', 'gg'
> <ggproto
> object: Class CoordCartesian, Coord, gg>
> aspect: function
> backtransform_range: function
> clip: on
> default: TRUE
> distance: function
> expand: TRUE
> is_free: function
> is_linear: function
> labels: function
> limits: list
> modify_scales: function
> range: function
> render_axis_h: function
> render_axis_v: function
> render_bg: function
> render_fg: function
> setup_data: function
> setup_layout: function
> setup_panel_guides: function
> setup_panel_params: function
> setup_params: function
> train_panel_guides: function
> transform: function
> super: <ggproto object: Class CoordCartesian, Coord, gg>
> $ facet :Classes 'FacetNull', 'Facet', 'ggproto', 'gg' <ggproto object:
> Class FacetNull, Facet, gg>
> compute_layout: function
> draw_back: function
> draw_front: function
> draw_labels: function
> draw_panels: function
> finish_data: function
> init_scales: function
> map_data: function
> params: list
> setup_data: function
> setup_params: function
> shrink: TRUE
> train_scales: function
> vars: function
> super: <ggproto object: Class FacetNull, Facet, gg>
> $ plot_env :<environment: R_GlobalEnv>
> $ labels :List of 2
> ..$ x: chr "x"
> ..$ y: chr "y"
> - attr(*, "class")= chr [1:2] "gg" "ggplot"
>
>
>
>
>
>
>
>
>
>
>
>
>
>
> From: Ben Tupper <btupper using bigelow.org>
> Sent: Tuesday, May 19, 2020 7:46 AM
> To: Poling, William <PolingW using aetna.com>
> Cc: r-help using r-project.org
> Subject: [EXTERNAL] Re: [R] Help with ggplot error: #Error in FUN(X[[i]], ...) :
> object 'x' not found
>
> **** External Email - Use Caution **** Hi,
>
> When you add a new layer to a plot and you provide new data, wouldn't
> it make sense to provide aes() with some indication of the names of
> the variables to use for coordinate plotting? You have provided a
> grouping variable for the paths, but what of coordinates x and y? How
> could geom_path() know that your lon/lat variables are to be used as x and y coordinates in the plot?
>
> Cheers,
> Ben
>
>
>
> On Tue, May 19, 2020 at 8:29 AM Poling, William via R-help
> <mailto:r-help using r-project.org> wrote:
> #RStudio Version Version 1.2.1335
> sessionInfo()
> # R version 4.0.0 Patched (2020-05-03 r78349)
> #Platform: x86_64-w64-mingw32/x64 (64-bit) #Running under: Windows 10
> x64 (build 17763)
>
> Good morning.
>
> I am testing a small sample of my data using an example found here:
> #https://urldefense.proofpoint.com/v2/url?u=https-3A__www.r-2Dorms.org
> _mixed-2Dinteger-2Dlinear-2Dprogramming_practicals_problem-2Dtsp_&d=Dw
> MFaQ&c=wluqKIiwffOpZ6k5sqMWMBOn0vyYnlulRJmmvOXCFpM&r=j7MrcIQm2xjHa8v-2
> mTpmTCtKvneM2ExlYvnUWbsByY&m=N45-UMvb1jEdpZi0xmhOt4rv3lQf2DBkFap0cMXXv
> Wc&s=mETBFqF-RTLN5awPNRy_CxYYqxMrEu99FK68PoNMKq0&e=
>
> If needed I can provide my complete script which is simply the same as
> the example only using a few rows from my data, let me know, as I
> think this is just a ggplot issue.
>
> I am getting this error when I use ggplot #Error in FUN(X[[i]], ...) :
> object 'x' not found
>
> 1. I have reviewed the following with no success.
> #Sources referred to for help
> #https://urldefense.proofpoint.com/v2/url?u=https-3A__github.com_busin
> ess-2Dscience_anomalize_issues_2&d=DwMFaQ&c=wluqKIiwffOpZ6k5sqMWMBOn0v
> yYnlulRJmmvOXCFpM&r=j7MrcIQm2xjHa8v-2mTpmTCtKvneM2ExlYvnUWbsByY&m=N45-
> UMvb1jEdpZi0xmhOt4rv3lQf2DBkFap0cMXXvWc&s=wXtp8KhCuHjmSyGkQ4ff3vFbBf2V
> e4GawN3qTE2lK_Q&e=
> #https://urldefense.proofpoint.com/v2/url?u=https-3A__stackoverflow.co
> m_questions_38988028_error-2Din-2Dfunxi-2Dobject-2Dx-2Dnot-2Dfound-23h
> ttps-3A__community.rstudio.com_t_error-2Din-2Dfun-2Dx-2Di-2Dobject-2Dv
> ariable-2Dnot-2Dfound_62532_3-2523https-3A__www.neonscience.org_packag
> es-2Din-2Dr&d=DwMFaQ&c=wluqKIiwffOpZ6k5sqMWMBOn0vyYnlulRJmmvOXCFpM&r=j
> 7MrcIQm2xjHa8v-2mTpmTCtKvneM2ExlYvnUWbsByY&m=N45-UMvb1jEdpZi0xmhOt4rv3
> lQf2DBkFap0cMXXvWc&s=_Z-vYnJW4sxansRa74mUatDLP6O0k5BB55JadgWCIyM&e=
>
> 2. I have rebooted and re-installed ggplot2 for updates
>
> 3. These are the only libraries running
> library(knitr)
> library(dplyr)
> library(ggplot2)
> library(ggmap)
> library(ompr)
> library(ompr.roi)
> library(ROI.plugin.glpk)
>
> Here is the original plot attempt:
> ggplot(c1members2, aes(x , y)) +
> geom_point() +
> geom_line(data = paths, aes(group = trip_id)) + #Error in FUN(X[[i]], ...) :
> object 'x' not found
> ggtitle(paste0("Optimal route with cost: ",
>round(objective_value(result), 2)))
>
> #I have gone through each of the steps one by one and error occurs at
> --> geom_line(data = paths, aes(group = trip_id))
>
> I have also tried the following:
> Test1
> p <- ggplot(c1members2, aes(x,y)) +
> geom_point()
>
> p + geom_line(data = paths, aes(group = trip_id),inherit.aes = FALSE)
>+ #Error in FUN(X[[i]], ...) : object 'x' not found
> ggtitle(paste0("Optimal route with cost: ",
>round(objective_value(result), 2)))
>
> Test2
> ggplot(c1members2, aes(x,y)) +
> geom_point() +
> geom_line(data = paths, aes(group = trip_id),inherit.aes = TRUE) +
>#Error in FUN(X[[i]], ...) : object 'x' not found
> ggtitle(paste0("Optimal route with cost: ",
>round(objective_value(result), 2)))
>
> Here are the data involved.
> str(c1members2)
> 'data.frame': 7 obs. of 3 variables:
> $ id: int 1 2 3 4 5 6 7
> $ x : num 95.5 90.2 46.8 40.9 43.3 ...
> $ y : num 4.65 47.57 8.07 38.43 28.59 ...
>
> str(paths)
> data.frame': 14 obs. of 6 variables:
> $ trip_id : int 1 2 3 4 5 6 7 1 2 3 ...
> $ property : chr "from" "from" "from" "from" ...
> $ idx_val : int 3 1 5 7 6 4 2 1 2 3 ...
> $ Longitude: num -122 -122 -122 -122 -122 ...
> $ Latitude : num 47.3 47.2 47.3 47.6 47.6 ...
> $ city : Factor w/ 1337 levels "ABBOTTSTOWN",..: 1169 1169 1169
>1069 1069
> 1069 1069 1169 1069 1169 ...
>
> Here are the dput()'s
>
> I hope I have provided enough information to elicit a response.
>
> Thank you.
>
> WHP
>
> dput(c1members2)
> structure(list(id = 1:7, x = c(95.521828085515, 90.2272877161736,
> 46.8465689660691, 40.8959155605829, 43.2591531526978,
> 23.7485886058345, 64.0406297698986), y = c(4.64803485876031,
> 47.5678629996171, 8.0689847051367, 38.4256264258875, 28.5930051512296,
> 43.5934562642672, 42.415566619041)), class = "data.frame", row.names =
> c(NA, -7L
>
> dput(paths) #Although I am only using city %in% c("SEATTLE","TACOMA"))
> from the original 2353 rows = 7 rows in c1members2
> structure(list(trip_id = c(1L, 2L, 3L, 4L, 5L, 6L, 7L, 1L, 2L, 3L, 4L,
> 5L, 6L, 7L), property = c("from", "from", "from", "from", "from",
> "from", "from", "to", "to", "to", "to", "to", "to", "to"
> ), idx_val = c(3L, 1L, 5L, 7L, 6L, 4L, 2L, 1L, 2L, 3L, 4L, 5L, 6L,
> 7L), Longitude = c(-122.490417, -122.429323, -122.358115, -122.37003,
> -122.41282, -122.299261, -122.390815, -122.429323, -122.390815,
> -122.490417, -122.299261, -122.358115, -122.41282, -122.37003),
> Latitude = c(47.274599, 47.176596, 47.276776, 47.565667, 47.646222,
> 47.673056, 47.549377, 47.176596, 47.549377, 47.274599, 47.673056,
> 47.276776, 47.646222, 47.565667), city = structure(c(1169L, 1169L,
> 1169L, 1069L, 1069L, 1069L, 1069L, 1169L, 1069L, 1169L, 1069L, 1169L,
> 1069L, 1069L), .Label = c("ABBOTTSTOWN", "ABILENE", "ACWORTH",
> "ADAMS", "ADDISON", "ADKINS", "ALBANY", "ALBIA", "ALBUQUERQUE",
> "ALEXANDRIA", "ALFRED", "ALIQUIPPA", "ALISO VIEJO", "ALLEN PARK",
> "ALLENTOWN", "ALPHA", "ALPHARETTA", "ALPINE", "ALTOONA", "AMARILLO",
> "AMBLER", "AMBRIDGE", "AMHERST", "AMITYVILLE", "ANAHIEM", "ANDERSON",
> "ANDOVER", "ANGIER", "ANGLETON", "ANKENY", "ANN ARBOR", "ANZA",
> "APEX", "APOLLO", "ARCADIA", "ARCHDALE", "ARDMORE", "ARGYLE",
> "ARKANSAS CITY", "ARLINGTON", "ARNOLD", "ARTHUR", "ASHEBORO",
> "ASHEVILLE", "ASHLAND", "ASHLAND CITY", "ASHTON", "ASTON", "ATHENS",
> "ATLANTA", "ATLANTIC BCH", "AUBORN", "AUGUSTA", "AURORA", "AUSTELL",
> "AUSTIN", "AVENTURA", "AVONDALE ESTATES", "BAKERSFIELD", "BALDWIN
> CITY", "BALDWIN PLACE", "BALLWIN", "BANGOR", "BARBOURSVILLE",
> "BARNEGAT", "BARTLETT", "BARTON", "BARTONVILLE", "BASSETT", "BATAVIA",
> "BATESBURG", "BATON ROUGE", "BAXTER SPRINGS", "BAY CITY", "BAYONNE",
> "BAYSIDE", "BAYTOWN", "BEAR", "BEAUMONT", "BEECH CREEK", "BEECHER
> CITY", "BELFAIR", "BELLE VERNON", "BELLEAIR", "BELLEVUE", "BELLMAWR",
> "BELLMORE", "BELLWOOD", "BELMAR", "BELMONT", "BELVIDERE", "BENNET",
> "BENTON", "BENTONVILLE", "BERLIN", "BESSEMER CITY", "BETHANY",
> "BETHEL", "BETHEL PARK", "BETHESDA", "BETHLEHEM", "BETTENDORF",
> "BIGLERVILLE", "BINGHAMTON", "BIRDSBORO", "BIWABIK", "BLACK MOUNTAIN",
> "BLACKSBURG", "BLAINE", "BLAIRSVILLE", "BLAKESLEE", "BLOOMFIELD",
> "BLUE BELL", "BLUE GRASS", "BLUE POINT", "BLUE SPRINGS", "BOCA RATON",
> "BODFISH", "BOILING SPRINGS", "BOLIVAR", "BON AQUA", "BONNER SPRINGS",
> "BONNEY LAKE", "BOONEVILLE", "BOSSIER CITY", "BOUNTIFUL", "BOWLING
> GREEN", "BOYERTOWN", "BOYNTON BEACH", "BRADENTON", "BRADENVILLE",
> "BRANDAMORE", "BRANDON", "BRANFORD", "BRANSON", "BRASELTON",
> "BREEZEWOOD", "BRENTON", "BRENTWOOD", "BREWSTER", "BRICK",
> "BRIDGEPORT", "BRIDGETON", "BRIGHAM CITY", "BROADDUS", "BROCKPORT",
> "BROGUE", "BROKEN ARROW", "BRONX", "BROOKFIELD", "BROOKHAVEN",
> "BROOKLYN", "BROWNS MILLS", "BROWNSBURG", "BROWNSVILLE", "BRUNSWICK",
> "BRYAN", "BUCKSPORT", "BUDD LAKE", "BUFFALO", "BULVERDE",
> "BUNKERVILLE", "BURBANK", "BURFORD", "BURIEN", "BURLINGTON", "BURR
> RIDGE", "BURTON", "BUSKIRK", "BUTLER", "BUXTON", "BYRON", "CALERA",
> "CAMBRIDGE", "CAMP HILL", "CAMPBELL", "CANAAN", "CANAL WINCHESTER",
> "CANASTOTA", "CANTON", "CARDIFF BY THE SEA", "CARL JUNCTION",
> "CARLISLE", "CARLTON", "CAROL STREAM", "CARROLLTON", "CARSON CITY",
> "CARTERSVILLE", "CARTHAGE", "CARY", "CASEYVILLE", "CASSVILLE",
> "CASWELL", "CATO", "CEDAR RAPIDS", "CEDARBURG", "CEDARVILLE", "CENTER
> POINT", "CENTERTON", "CENTRAL ISLIP", "CENTRAL POINT", "CHAGRIN
> FALLS", "CHALFONT", "CHAPEL HILL", "CHAPIN", "CHARDON", "CHARITON",
> "CHARLESTON", "CHARLOTTE", "CHEROKEE", "CHERRY HILL", "CHERRY VALLEY",
> "CHESHIRE", "CHEST SPRINGS", "CHESTER", "CHESTERTON", "CHICAGO",
> "CHILLICOTHE", "CHOCTAW", "CICERO", "CINCINNATI", "CLAY",
> "CLEARWATER", "CLEARWATER BEACH", "CLEMMONS", "CLENDENIN",
> "CLEVELAND", "CLEVELAND HTS", "CLEVES", "CLIFFSIDE PARK", "CLIFTON",
> "CLIFTON PARK", "CLIFTON SPGS", "CLINTON", "COACHELLA", "COAL
> TOWNSHIP", "COATESVILLE", "COLLEGE STATION", "COLLINSVILLE",
> "COLONIA", "COLUMBIA", "COLUMBUS", "COMMERCE", "CONCORD", "CONCORD
> TOWNSHIP", "CONNELLSVILLE", "CONROE", "CONWAY", "CONYERS",
> "COOKEVILLE", "COON RAPIDS", "CORAOPOLIS", "CORDOVA", "CORNELIUS",
> "CORNWALL", "CORONADO", "CORPUS CHRISTI", "CORRY", "COTTAGE HILLS",
> "COTTLEVILLE", "COTTONWOOD", "COVINGTON", "COWEN", "CRANBERRY
> TOWNSHIP", "CROWN POINT", "CUBA", "CUMBERLAND CENTER", "CUMBERLAND
> FORESIDE", "CUMMING", "CUYAHOGA FLS", "CYPRESS", "DALLAS",
> "DALLASTOWN", "DANBURY", "DANIA BCH", "DANVILLE", "DAVENPORT",
> "DAVIE", "DAVIS JUNCTION", "DAWSON", "DAYTON", "DE SOTO", "DECATUR",
> "DEFIANCE", "DEFOREST", "DELAVAN", "DELMAR", "DELRAY BEACH",
> "DEMOTTE", "DENISON", "DENVER", "DEPTFORD", "DERBY", "DERRY", "DES
> MOINES", "DETROIT", "DICKINSON", "DILLSBURG", "DITTMER", "DIXON",
> "DONNA", "DOTHAN", "DOUGLAS", "DOUGLASVILLE", "DOVER", "DOYLESTOWN",
> "DREXEL HILL", "DUBLIN", "DUCHESNE", "DULUTH", "DUNCAN", "DUNCANNON",
> "DUNCANSVILLE", "DUNEDIN", "DUNNSVILLE", "DURHAM", "DUTTON", "EAGLE
> GROVE", "EAST AURORA", "EAST CHICAGO", "EAST EARL", "EAST HANOVER",
> "EAST HARTFORD", "EAST HARTLAND", "EAST LEROY", "EAST LIVERPOOL",
> "EAST MEADOW", "EAST NORTHPORT", "EAST ORANGE", "EAST PEORIA", "EAST
> SAINT LOUIS", "EASTON", "EDGERTON", "EDISON", "EDMOND", "EGG HBR TWP",
> "EL DORADO", "EL PASO", "ELDRIDGE", "ELGIN", "ELIZABETHVILLE",
> "ELLISVILLE", "ELLSWORTH", "ELLWOOD CITY", "ELMHURST", "ELMWOOD PARK",
> "ELOY", "ELY", "EMERSON", "EMORY", "ENDICOTT", "ENGLEWOOD", "ENID",
> "ENNICE", "ENOLA", "ENUMCLAW", "EPHRATA", "ERIE", "ESTERO", "EUREKA
> SPRINGS", "EVANSVILLE", "EVERETT", "EXCELSIOR SPRINGS", "EXTON",
> "FAIRFAX", "FAIRFIELD", "FAIRHAVEN", "FAIRVIEW", "FAIRVIEW PARK",
> "FALMOUTH", "FAR HILLS", "FAR ROCKAWAY", "FARMINGDALE", "FARMINGTON",
> "FAYETTE", "FAYETTEVILLE", "FELTON", "FENTON", "FERGUSON", "FIELDALE",
> "FINDLAY", "FINGERVILLE", "FLEMINGTON", "FLINT", "FLORENCE",
> "FLORESVILLE", "FLORISSANT", "FLOVILLA", "FLOWER MOUND", "FLUSHING",
> "FOGELSVILLE", "FOLSOM", "FONTANELLE", "FOREST HILLS", "FOREST PARK",
> "FORT DODGE", "FORT FAIRFIELD", "FORT GAY", "FORT LAUDERDALE", "FORT
> LEE", "FORT MILL", "FORT MOHAVE", "FORT PAYNE", "FORT PIERCE", "FORT
> SMITH", "FORT WAYNE", "FORT WORTH", "FOSTORIA", "FOUNTAIN INN",
> "FRANKFORT", "FRANKLIN", "FREEDOM", "FREEHOLD", "FREEPORT", "FREMONT",
> "FULLERTON", "FULSHEAR", "FULTON", "GADSDEN", "GAFFNEY",
> "GAINESVILLE", "GALLOWAY", "GARDEN PRAIRIE", "GARDNERS", "GARNETT
> VALLEY", "GARY", "GASTON", "GASTONIA", "GENEVA", "GETTYSBURG",
> "GIBSONIA", "GILBERT", "GIRARD", "GLEN BURNIE", "GLEN CARBON", "GLEN
> COVE", "GLEN MILLS", "GLENSHAW", "GLENVIEW", "GLENWOOD", "GOLDEN
> CITY", "GOLIAD", "GOODSON", "GOODYEAR", "GORHAM", "GOSHEN",
> "GRANBURY", "GRANBY", "GRAND PRAIRIE", "GRAND RAPIDS", "GRANDVIEW",
> "GRANITE CITY", "GRANITE FALLS", "GRANTS PASS", "GRASS VALLEY",
> "GRAVETTE", "GRAYSVILLE", "GREEN LANE", "GREENBRIER", "GREENLAWN",
> "GREENSBORO", "GREENSBURG", "GREENUP", "GREENVILLE", "GREER",
> "GRIFFIN", "GRIFFITH", "GROTON", "GUADALUPE", "GUILFORD", "HADLEY",
> "HAGAN", "HALF WAY", "HALLANDALE BEACH", "HAMBLETON", "HAMBURG",
> "HAMDEN", "HAMILTON", "HAMMOND", "HAMMONTON", "HAMPSHIRE",
> "HAPEVILLE", "HARBORCREEK", "HARLAN", "HARRISBURG", "HARRISON",
> "HARRISONVILLE", "HARTWELL", "HASTINGS", "HATFIELD", "HAVERHILL",
> "HAWK POINT", "HAYESVILLE", "HELEN", "HENDERSON", "HENDERSONVILLE",
> "HENRICO", "HENRIETTA", "HERMITAGE", "HERNDON", "HERSHEY", "HIALEAH",
> "HIAWATHA", "HIBBING", "HICKORY", "HICKORY GROVE", "HIDDENITE", "HIGH
> HILL", "HIGH POINT", "HIGH RIDGE", "HIGHLAND", "HIGHLAND MILLS",
> "HINCKLEY", "HIRAM", "HOBART", "HOLBROOK", "HOLDEN", "HOLDENVILLE",
> "HOLLADAY", "HOLLIS", "HOLLY SPRINGS", "HOLLYWOOD", "HOLTWOOD",
> "HOMER", "HOMESTEAD", "HONEYVILLE", "HOPE MILLS", "HOT SPRINGS", "HOT
> SPRINGS NATIONAL PARK", "HOUSTON", "HUBBARD", "HUDSON", "HUFFMAN",
> "HULL", "HUMANSVILLE", "HUNTERSVILLE", "HUNTINGDON", "HUNTINGTON
> BEACH", "HUNTS POINT", "HURDLE MILLS", "HURRICANE", "HURST",
> "IMPERIAL", "INDEPENDENCE", "INDIAN SHORES", "INDIAN TRAIL",
> "INDIANA", "INDIANAPOLIS", "INDIANOLA", "INMAN", "IOWA CITY", "IRMO",
> "IRVINGTON", "IRWIN", "ISANTI", "ISLESBORO", "ISLIP", "ISSAQUAH",
> "ITHACA", "JACKSBORO", "JACKSON", "JACKSON HTS", "JACKSONVILLE",
> "JAMAICA", "JAMESTOWN", "JASPER", "JEANNETTE", "JEFFERSON", "JEFFERSON
> CITY", "JEWELL", "JOHNSTON", "JOHNSTOWN", "JONESBORO", "JONESPORT",
> "JONESTOWN", "JOPLIN", "JUPITER", "KANKAKEE", "KANNAPOLIS", "KANSAS
> CITY", "KATY", "KEARNEY", "KELLERTON", "KEMAH", "KENMORE", "KENNESAW",
> "KENT", "KINGMAN", "KINGS MOUNTAIN", "KINGSLAND", "KINGSTON",
> "KINGWOOD", "KIRKLAND", "KUTZTOWN", "LA QUINTA", "LA RUE", "LA VERNE",
> "LAFAYETTE", "LAKE BLUFF", "LAKE IN THE HILL", "LAKE ISABELLA", "LAKE
> PLACID", "LAKE SAINT LOUIS", "LAKE TAPPS", "LAKE VILLAGE", "LAKE
> WAUKOMIS", "LAKE WORTH", "LAKEBAY", "LAKELAND", "LAKEWOOD", "LAKEWOOD
> RCH", "LAMBERTVILLE", "LANCASTER", "LANDISVILLE", "LANSDALE",
> "LAREDO", "LARGO", "LAS VEGAS", "LATROBE", "LAUDERHILL", "LAWNDALE",
> "LAWRENCE", "LAWRENCEVILLE", "LE MARS", "LE ROY", "LEAGUE CITY",
> "LEAVENWORTH", "LEAWOOD", "LEBANON", "LECOMPTON", "LEECHBURG", "LEES
> SUMMIT", "LEESBURG", "LEESVILLE", "LEETONIA", "LENEXA", "LENOIR",
> "LEVITTOWN", "LEWES", "LEWISTOWN", "LEXINGTON", "LIBERTY TWP",
> "LILLINGTON", "LINCOLN", "LINDENHURST", "LINTON", "LISBON",
> "LITCHFIELD PK", "LITHIA", "LITITZ", "LITTLE EGG HARBOR TO", "LK
> FOREST PK", "LK PEEKSKILL", "LOCKHART", "LOCKWOOD", "LOGAN", "LOMA
> LINDA", "LONE JACK", "LONG BEACH", "LONG LANE", "LONGVIEW", "LORAIN",
> "LORTON", "LOS ANGELES", "LOUISBURG", "LOVES PARK", "LOWER BURRELL",
> "LOWRY CITY", "LUBBOCK", "LUGOFF", "LUMBERTON", "LYNBROOK",
> "LYNNWOOD", "MACHESNEY PARK", "MACON", "MAGNOLIA", "MAHOPAC",
> "MAHWAH", "MAINEVILLE", "MALVERN", "MALVERNE", "MANASSAS", "MANCHACA",
> "MANCHESTER", "MANCHESTER TOWNSHIP", "MANCHESTER TW", "MANHEIM",
> "MANITO", "MANLIUS", "MANNINGTON", "MANSFIELD", "MANSURA", "MAPLE
> PARK", "MARBLE FALLS", "MARCELLUS", "MARICOPA", "MARIETTA", "MARION",
> "MARKLEYSBURG", "MARS HILL", "MARSHALLTOWN", "MARSHFIELD",
> "MARSHVILLE", "MARTINSVILLE", "MARYSVILLE", "MASON CITY", "MASSEY",
> "MASSILLON", "MASURY", "MATAWAN", "MATEWAN", "MATTAPOISETT",
> "MATTHEWS", "MAYFIELD HTS", "MAYSEL", "MC CLELLAND", "MC DONALD", "MC
> KEES ROCKS", "MC SHERRYSTOWN", "MC VEYTOWN", "MCALESTER", "MCDONOUGH",
> "MCKEESPORT", "MCKINNEY", "MECHANICSBURG", "MECHANICSVILLE",
> "MEDFORD", "MEDIA", "MEDWAY", "MELVILLE", "MEMPHIS", "MERIDEN",
> "MERRIAM", "MERRICK", "MERRILL", "MERRILLVILLE", "MESA", "MESQUITE",
> "MIAMI", "MIAMI GARDENS", "MICHIGAN CITY", "MIDDLETOWN", "MIDLAND",
> "MIFFLINTOWN", "MILFORD", "MILL CREEK", "MILLBROOK", "MILLEDGEVILLE",
> "MILLINOCKET", "MILNER", "MILTON", "MILWAUKEE", "MINEOLA", "MINERAL
> SPGS", "MINERAL WELLS", "MINNEAPOLIS", "MISSION", "MISSION HILLS",
> "MISSION VIEJO", "MISSOURI CITY", "MISSOURI VALLEY", "MOLINE",
> "MONESSEN", "MONROE", "MONROE TOWNSHIP", "MONROEVILLE", "MONTCLAIR",
> "MONTEREY", "MONTICELLO", "MOORESVILLE", "MORGANTON", "MORGANTOWN",
> "MORRIS PLAINS", "MOUND", "MOUND CITY", "MOUNT HOPE", "MOUNT JOY",
> "MOUNT LAUREL", "MOUNT PLEASANT", "MOUNT POCONO", "MOUNT UNION",
> "MOUNT WOLF", "MOUNTVILLE", "MT HOLLY", "MT PLEASANT", "MULVANE",
> "MUNCIE", "MUNSTER", "MURFREESBORO", "MURRAY", "MURRELLS INLT",
> "MUSTANG", "MYERSTOWN", "MYSTIC", "N BRANFORD", "N FT MYERS",
> "NAPERVILLE", "NAPLES", "NAPOLEON", "NASHVILLE", "NATCHITOCHES",
> "NAUGATUCK", "NEOSHO", "NEPTUNE BEACH", "NESCONSET", "NETCONG", "NEW
> BLOOMFIELD", "NEW BRAUNFELS", "NEW BRITAIN", "NEW BRUNSWICK", "NEW
> CASTLE", "NEW CUMBERLAND", "NEW HAVEN", "NEW KENSINGTON", "NEW
> LONDON", "NEW ORLEANS", "NEW PRESTON", "NEW PROVIDENCE", "NEW
> ROCHELLE", "NEW TRIPOLI", "NEW ULM", "NEW WINDSOR", "NEW YORK",
> "NEWARK", "NEWBURGH HEIGHTS", "NEWINGTON", "NEWNAN", "NEWPORT",
> "NEWPORT BEACH", "NEWTON", "NEWTONVILLE", "NIAGARA FALLS", "NIXA",
> "NOANK", "NOKOMIS", "NORCROSS", "NORFOLK", "NORMAN", "NORMANDY PARK",
> "NORTH BABYLON", "NORTH HAVEN", "NORTH HUNTINGDON", "NORTH JACKSON",
> "NORTH LITTLE ROCK", "NORTH MIAMI", "NORTH PORT", "NORTH RICHLAND
> HILLS", "NORTH WALES", "NORTH WATERBORO", "NORTHFIELD", "NORTHRIDGE",
> "NORTON", "NORWALK", "NOTTINGHAM", "NUTLEY", "NYACK", "O FALLON", "OAK
> RIDGE", "OAKDALE", "OCALA", "OCEANSIDE", "OCILLA", "OLATHE", "OMAHA",
> "OMRO", "ONA", "ONALASKA", "OPA LOCKA", "ORADLL", "ORION", "ORONO",
> "ORRINGTON", "OSCEOLA", "OSKALOOSA", "OSSINING", "OSWEGO", "OTTAWA",
> "OVALO", "OVERLAND PARK", "OWASSO", "OWEGO", "OXFORD", "OYSTER BAY",
> "OZARK", "PALERMO", "PALM CITY", "PALM HARBOR", "PALMDALE", "PALMYRA",
> "PALOS HEIGHTS", "PANA", "PAOLA", "PARK RIDGE", "PARLIN", "PARMA",
> "PARRISH", "PARROTT", "PATASKALA", "PAULS VALLEY", "PAXTON", "PEA
> RIDGE", "PEARLAND", "PECULIAR", "PEEKSKILL", "PEKIN", "PELION",
> "PEMBROKE", "PEMBROKE PINES", "PENN YAN", "PENNELLVILLE", "PENNSBURG",
> "PENNSVILLE", "PEORIA", "PERRY", "PERRYOPOLIS", "PERRYSBURG",
> "PERRYVILLE", "PHARR", "PHILADELPHIA", "PHILIPPI", "PHOENIX",
> "PICKENS", "PICKERINGTON", "PIERSON", "PILOT MOUNTAIN", "PINE BLUFF",
> "PINE HILL", "PINEVILLE", "PINNELLAS PARK", "PISCATAWAY", "PITMAN",
> "PITTSBURGH", "PLACIDA", "PLAINFIELD", "PLANO", "PLANT CITY",
> "PLATTEKILL", "PLEASANT HILL", "PLEASANT HOPE", "PLYMOUTH", "POCONO
> LAKE", "POMFRET CENTER", "POMPANO BEACH", "POOLER", "PORT CARBON",
> "PORT CHARLOTTE", "PORT NORRIS", "PORT ORANGE", "PORT SAINT LUCIE",
> "PORT WASHINGTON", "PORTAGE", "PORTER", "PORTERSVILLE", "PORTLAND",
> "POTTSVILLE", "POUGHKEEPSIE", "POWDER SPRINGS", "POWELL", "PRAIRIE
> VILLAGE", "PRESCOTT", "PRESCOTT VALLEY", "PRINCETON", "PROSPECT", "PT
> PLEASANT", "PUNTA GORDA", "PURCHASE", "QUAKERTOWN", "QUEENS VLG",
> "QUINCY", "RALEIGH", "RANDLEMAN", "RANDOLPH", "RAYTOWN", "READING",
> "READLYN", "RED BANK", "RED HOUSE", "RED LION", "REEDERS", "REGO
> PARK", "REHOBOTH BCH", "REIDSVILLE", "RENO", "RENTON", "REPUBLIC",
> "RICH HILL", "RICHARDS", "RICHMOND", "RICHMOND HILL", "RIDGEWOOD",
> "RINCON", "RIO GRANDE CITY", "RIO RANCHO", "RIVERDALE", "RIVERHEAD",
> "RIVERSIDE", "ROANOKE", "ROCHELLE", "ROCHESTER", "ROCK HILL",
> "ROCKAWAY BCH", "ROCKFORD", "ROCKMART", "ROCKY HILL", "ROCKY MOUNT",
> "ROGERS", "ROGERSVILLE", "ROMULUS", "ROOSEVELT", "ROSAMOND", "ROSCOE",
> "ROSENBERG", "ROSENDALE", "ROSWELL", "ROTONDA WEST", "ROUGEMONT",
> "ROXBORO", "ROY", "RUNNELLS", "RURAL HALL", "RUSH VALLEY", "RUSKIN",
> "RUSTBURG", "RUTHER GLEN", "RUTHERFORDTON", "S DEERFIELD", "SACO",
> "SAGINAW", "SAINT AUGUSTINE", "SAINT CHARLES", "SAINT CLAIR", "SAINT
> CLAIRSVILLE", "SAINT LOUIS", "SAINT MARYS", "SAINT MATTHEWS", "SAINT
> PAULS", "SAINT PETERS", "SAINT PETERSBURG", "SALEM", "SALISBURY",
> "SALT LAKE CITY", "SALTSBURG", "SALUNGA", "SAMMAMISH", "SAN ANTONIO",
> "SAN BENITO", "SAN CLEMENTE", "SAN DIEGO", "SAN ELIZARIO", "SAN JUAN",
> "SANDUSKY", "SANDY", "SANFORD", "SANGERVILLE", "SANTA ANA",
> "SARASOTA", "SARATOGA SPRINGS", "SARCOXIE", "SAUGUS", "SAVANNAH",
> "SAYVILLE", "SCALY MOUNTAIN", "SCHAEFFERSTOWN", "SCHULENBURG",
> "SCOTT", "SCOTTSDALE", "SEAFORD", "SEALE", "SEATTLE", "SEDONA",
> "SEGUIN", "SELDEN", "SENECA", "SENOIA", "SEVEN VALLEYS", "SEYMOUR",
> "SHARON", "SHARPSBURG", "SHARPSVILLE", "SHAVANO PARK", "SHAWNEE",
> "SHELLSBURG", "SHELTON", "SHENANDOAH", "SHORELINE", "SHOREWOOD",
> "SHREVEPORT", "SICKLERVILLE", "SILER CITY", "SILOAM SPRINGS", "SIMON",
> "SIMPSONVILLE", "SIMSBURY", "SIOUX CITY", "SIOUX FALLS", "SKOKIE",
> "SKOWHEGAN", "SLATINGTON", "SLIDELL", "SMITHFIELD", "SN BERNRDNO",
> "SNELLVILLE", "SOCORRO", "SOMERS", "SOPHIA", "SOUTH AMBOY", "SOUTH
> BELOIT", "SOUTH BEND", "SOUTH DARTMOUTH", "SOUTH HOUSTON", "SOUTH
> PARK", "SOUTH PLAINFIELD", "SOUTH SIOUX CITY", "SOUTHAMPTON",
> "SOUTHBURY", "SOUTHGATE", "SPARKS", "SPARROW BUSH", "SPENCER",
> "SPRING", "SPRING BRANCH", "SPRING GROVE", "SPRING HILL", "SPRING
> HOPE", "SPRING VALLEY", "SPRINGDALE", "SPRINGFIELD", "SPRINGFIELD
> GARDENS", "SPRINGHILL", "SPRINGTOWN", "SPRNGFLD GDNS", "SPRUCE PINE",
> "ST PETERSBURG", "ST. GEORGE", "STAFFORD", "STAMFORD", "STANDISH",
> "STANLEY", "STANTON", "STATEN ISLAND", "STATESVILLE", "STERLING",
> "STILLMAN VALLEY", "STILWELL", "STOCKBRIDGE", "STOCKTON", "STONE MTN",
> "STRAFFORD", "STRATFORD", "STRONGSVILLE", "STROUDSBURG", "STRUTHERS",
> "SUFFIELD", "SUGAR HILL", "SUGAR LAND", "SULPHUR", "SUMMERVILLE",
> "SUMMIT", "SUN CITY", "SUNBURY", "SUWANEE", "SWANSEA", "SWANTON",
> "SWEENY", "SWISSVALE", "SYCAMORE", "SYLVANIA", "SYRACUSE", "TACOMA",
> "TAFTVILLE", "TAMPA", "TAPPAHANNOCK", "TAR HEEL", "TAUNTON",
> "TAYLORVILLE", "TECUMSEH", "THE WOODLANDS", "THEODOSIA", "THOMASTON",
> "THOMASVILLE", "TIERRA VERDE", "TIFTON", "TILLSON", "TILTON", "TINLEY
> PARK", "TOCCOA", "TOLEDO", "TOLLAND", "TOMBALL", "TOMS RIVER",
> "TOPEKA", "TOPSHAM", "TORRINGTON", "TOVEY", "TOWNSEND", "TRAVELERS
> RST", "TRENT", "TRINITY", "TROUTMAN", "TROY", "TRUMBULL", "TUCKER",
> "TULALIP", "TURNER", "TUSCUMBIA", "TYRONE", "UNION", "UNION CITY",
> "UNIVERSAL CTY", "UNIVERSITY HTS", "UPPR CHICHSTR", "URBANA",
> "URBANDALE", "UTICA", "VAIL", "VALE", "VALENCIA", "VALPARAISO", "VAN
> BUREN", "VAN METER", "VAN WERT", "VANDERGRIFT", "VASSALBORO",
> "VAUGHN", "VENICE", "VERNAL", "VERNON", "VERONA", "VICTOR", "VIDALIA",
> "VIENNA", "VILLA GROVE", "VILLA RIDGE", "VOLANT", "W HAMPTON BCH", "W
> TERRE HAUTE", "WADSWORTH", "WAHOO", "WAKE FOREST", "WALDEN",
> "WALLINGFORD", "WALLINGTON", "WALNUT COVE", "WANAQUE", "WARFORDSBURG",
> "WARMINSTER", "WARREN", "WARSAW", "WARTHEN", "WASHINGTON", "WASOLA",
> "WATAUGA", "WATERBURY", "WATERFORD", "WATERLOO", "WATERVILLE",
> "WATKINS GLEN", "WAXAHACHIE", "WAYCROSS", "WAYNESBORO", "WEBSTER",
> "WEIRTON", "WELLSBORO", "WELLSVILLE", "WENTZVILLE", "WESLACO", "WEST
> CHESTER", "WEST DEPTFORD", "WEST DES MOINES", "WEST HAVEN", "WEST
> HICKORY", "WEST LIBERTY", "WEST MIFFLIN", "WEST PALM BEACH", "WEST
> POINT", "WEST READING", "WEST SENECA", "WEST SUFFIELD", "WEST VALLEY
> CITY", "WESTERVILLE", "WESTHAMPTON", "WESTMINSTER", "WESTMORELAND
> CITY", "WESTPORT", "WESTVILLE", "WETHERSFIELD", "WHARTON", "WHEELING",
> "WHITE PLAINS", "WHITEHALL", "WHITESTONE", "WHITESTOWN", "WHITING",
> "WHITMAN", "WHITTIER", "WICHITA", "WILDWOOD", "WILLARD",
> "WILLIAMSBURG", "WILLIAMSPORT", "WILLOW GROVE", "WILLOWBROOK",
> "WILLOWICK", "WILMETTE", "WILMINGTON", "WILSON", "WILTON MANORS",
> "WIMBERLEY", "WINDCREST", "WINDER", "WINNEBAGO", "WINSIDE", "WINSTON",
> "WINSTON SALEM", "WINTERSET", "WINTHROP", "WOLCOTT", "WOODBRIDGE",
> "WOODBURY HEIGHTS", "WOODLAND PARK", "WOODLAWN", "WOODS CROSS",
> "WOODSIDE", "WOODSTOCK", "WORTHINGTON", "WYOMISSING", "YARMOUTH",
> "YOE", "YONKERS", "YORK", "YORKTOWN", "YORKTOWN HEIGHTS", "YOUNG
> HARRIS", "YOUNGSTOWN", "YPSILANTI", "ZELIENOPLE", "ZEPHYRHILLS"),
> class = "factor")), row.names = c(NA, -14L), class = "data.frame")
>
>
>
>
>
>
> Proprietary
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> eleSQ&e= and provide commented, minimal, self-contained, reproducible
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>
>
>
> --
> Ben Tupper
> Bigelow Laboratory for Ocean Science
> East Boothbay, Maine
> https://urldefense.proofpoint.com/v2/url?u=http-3A__www.bigelow.org_&d
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--
Small contribution in our coronavirus rigours:
https://urldefense.proofpoint.com/v2/url?u=https-3A__www.coresystemtrust.org.uk_home_free-2Doptions-2Dto-2Dreplace-2Dpaper-2Dcore-2Dforms-2Dduring-2Dthe-2Dcoronavirus-2Dpandemic_&d=DwIFaQ&c=wluqKIiwffOpZ6k5sqMWMBOn0vyYnlulRJmmvOXCFpM&r=j7MrcIQm2xjHa8v-2mTpmTCtKvneM2ExlYvnUWbsByY&m=Ms9jhe1Ax8v9HRSeMeLgOfl2-VPojwjIUTh_M7t4jkU&s=qGokAg12ZZjFi4JCvxxXd26PafvfaoVG0Fqot5EdYcI&e=
Chris Evans <chris using psyctc.org> Visiting Professor, University of Sheffield <chris.evans using sheffield.ac.uk> I do some consultation work for the University of Roehampton <chris.evans using roehampton.ac.uk> and other places but <chris using psyctc.org> remains my main Email address. I have a work web site at:
https://urldefense.proofpoint.com/v2/url?u=https-3A__www.psyctc.org_psyctc_&d=DwIFaQ&c=wluqKIiwffOpZ6k5sqMWMBOn0vyYnlulRJmmvOXCFpM&r=j7MrcIQm2xjHa8v-2mTpmTCtKvneM2ExlYvnUWbsByY&m=Ms9jhe1Ax8v9HRSeMeLgOfl2-VPojwjIUTh_M7t4jkU&s=FmkVW2HrSfPHwiDRbsrWM20hyvnE64BOPqswXsQaBMU&e=
and a site I manage for CORE and CORE system trust at:
https://urldefense.proofpoint.com/v2/url?u=http-3A__www.coresystemtrust.org.uk_&d=DwIFaQ&c=wluqKIiwffOpZ6k5sqMWMBOn0vyYnlulRJmmvOXCFpM&r=j7MrcIQm2xjHa8v-2mTpmTCtKvneM2ExlYvnUWbsByY&m=Ms9jhe1Ax8v9HRSeMeLgOfl2-VPojwjIUTh_M7t4jkU&s=EU5ws_kd2kGJV-z7CrY6ygIvRnsKPk82RyqTMnAKqJo&e=
I have "semigrated" to France, see:
https://urldefense.proofpoint.com/v2/url?u=https-3A__www.psyctc.org_pelerinage2016_semigrating-2Dto-2Dfrance_&d=DwIFaQ&c=wluqKIiwffOpZ6k5sqMWMBOn0vyYnlulRJmmvOXCFpM&r=j7MrcIQm2xjHa8v-2mTpmTCtKvneM2ExlYvnUWbsByY&m=Ms9jhe1Ax8v9HRSeMeLgOfl2-VPojwjIUTh_M7t4jkU&s=YGulZegGSJQmc0ZzTvjCjcy3N9IK257P1EVjL0VbBXE&e=
https://urldefense.proofpoint.com/v2/url?u=https-3A__www.psyctc.org_pelerinage2016_register-2Dto-2Dget-2Dupdates-2Dfrom-2Dpelerinage2016_&d=DwIFaQ&c=wluqKIiwffOpZ6k5sqMWMBOn0vyYnlulRJmmvOXCFpM&r=j7MrcIQm2xjHa8v-2mTpmTCtKvneM2ExlYvnUWbsByY&m=Ms9jhe1Ax8v9HRSeMeLgOfl2-VPojwjIUTh_M7t4jkU&s=wFLK06h0WIUgEO4g4slt43qlF_r6bmuGNhJyKhcCcGk&e=
If you want an Emeeting, I am trying to keep them to Thursdays and my diary is at:
https://urldefense.proofpoint.com/v2/url?u=https-3A__www.psyctc.org_pelerinage2016_ceworkdiary_&d=DwIFaQ&c=wluqKIiwffOpZ6k5sqMWMBOn0vyYnlulRJmmvOXCFpM&r=j7MrcIQm2xjHa8v-2mTpmTCtKvneM2ExlYvnUWbsByY&m=Ms9jhe1Ax8v9HRSeMeLgOfl2-VPojwjIUTh_M7t4jkU&s=CNeFnAvoc0Inh8BGh6S4_d1DlvO0Kyfw-jsEQ32mz5o&e=
Beware: French time, generally an hour ahead of UK.
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Thank you. Aetna
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