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***SOLVED**** Custom Choropleth Geojson Coordinates not displaying

Hello all,

EDIT Hi all, in case anyone is curious about what occurred. It was entirely a misunderstanding of the ‘scope’ parameter. I had this listed under ‘usa’ which cuts the bounds off. Expanding scope made the missing components appear!

First time poster, entirely self taught, and I apologize if this has been covered before, but I’m so lost and really need a helping hand.

Plotly and Dash have been quite possibly one of the best things to ever enter my life - the ability to interact with data and have so much flexibility and customization is unreal. However, I’ve found that the Choropleth map options function under a Lat-Long coordinate system. This was a unique challenge to convert the projected coordinates to lat-long, and I believe I’ve gotten this part down pat.

The problem I’m encountering is that I can take these new coordinates, put them into json and have only SOME of the new shapes plot on the Choropleth. Interestingly, if I take the new coordinates and convert them into a shapely Polygon they look fine. When I look at the coordinate pairs and the overall structure I can’t physically see why this shouldn’t populate. When the object doesn’t draw, it won’t show the scope map either, so something has to be going wrong with my coordinates.

Paring down the feature list in the geojson to nothing more than its type, geometry, and id still works for some, but not for others.

I’ve never shared code, and the coordinates for these polygons are long so any advice on how to share the examples would also be appreciated.

#Working GeoJson
working = {'type': 'Feature',
'geometry': {'type': 'Polygon',
  'coordinates': [[[-114.16338058824535, 50.92137510647036],
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    [-114.04766271730212, 50.86199202204567],
    [-114.0474902922011, 50.86239167871733],
    [-114.04720589230209, 50.86301099939429],
    [-114.0471635655054, 50.86312788272998],
    [-114.04710012715137, 50.86330322326832],
    [-114.0470732063842, 50.86340764678557],
    [-114.04690883228177, 50.86385759042094],
    [-114.04682493289077, 50.86493364516453],
    [-114.04693345068819, 50.86529645047031],
    [-114.04703749664992, 50.86563890601652],
    [-114.04705648293165, 50.865779268652545],
    [-114.04713532281491, 50.8660255522921],
    [-114.04748055006765, 50.86660093571543],
    [-114.04772278892835, 50.866922962267886],
    [-114.04795554006907, 50.8672282416458],
    [-114.04826563413059, 50.867528273335594],
    [-114.04837986538669, 50.86765935298009],
    [-114.04869943011752, 50.86797608201639],
    [-114.04982039458679, 50.868875946726064],
    [-114.05153251302707, 50.87002295049043],
    [-114.05302607640685, 50.8710316184444],
    [-114.05382248798978, 50.871552749239896],
    [-114.05468718071411, 50.87215896088604],
    [-114.05536197166616, 50.87278413829849],
    [-114.05632432586148, 50.873651525097856],
    [-114.05640458452356, 50.87376722961171],
    [-114.05682115442515, 50.87429719102819],
    [-114.05715608961354, 50.87490807759467],
    [-114.05722990755703, 50.8750905652156],
    [-114.05736925871878, 50.875433562221865],
    [-114.05770050500593, 50.876233855824935],
    [-114.05781247338145, 50.87650440072571],
    [-114.05792928535729, 50.876825125053195],
    [-114.05771660086607, 50.87705434482497],
    [-114.0576522176198, 50.87711998816926],
    [-114.05809121251028, 50.87726970052441],
    [-114.05816505321971, 50.87747241143706],
    [-114.05883070022037, 50.879275713598645],
    [-114.05900699163072, 50.87969357152887],
    [-114.05973428149899, 50.88164683381349],
    [-114.06066611064041, 50.88416031159459],
    [-114.06079612357226, 50.884448319643305],
    [-114.06090892892774, 50.88476169846378],
    [-114.06110080976181, 50.88520900623585],
    [-114.06122014937439, 50.88544894695143],
    [-114.06158624490773, 50.88612841280502],
    [-114.06189457534714, 50.886669157507164],
    [-114.06502560249129, 50.892177515437105],
    [-114.0651192713545, 50.89235083090531],
    [-114.06523392636058, 50.892562964312056],
    [-114.06524199469699, 50.892577894957576],
    [-114.06527670123042, 50.892642148960164],
    [-114.0656457794955, 50.8926416924583],
    [-114.06745551751375, 50.892651008743165],
    [-114.07238699541112, 50.892676391929825],
    [-114.07265979973394, 50.892674213657955],
    [-114.07265769509829, 50.892543694203],
    [-114.07609140938634, 50.89251391071279],
    [-114.07780221467192, 50.89236034677874],
    [-114.0793808831304, 50.89221860589301],
    [-114.08090590377549, 50.89216680971342],
    [-114.09394791861995, 50.89215960682556],
    [-114.09394812256579, 50.890489529943146],
    [-114.0950695234182, 50.8905432727337],
    [-114.09593796317309, 50.891204637467084],
    [-114.10539747628827, 50.89131709280109],
    [-114.11244617423148, 50.891247017009626],
    [-114.11465802222844, 50.88859938797475],
    [-114.11551828561475, 50.888554750990124],
    [-114.11414265547184, 50.886026506073094],
    [-114.11718708817638, 50.88478471080495],
    [-114.12684090533298, 50.88480699465681],
    [-114.12667728094289, 50.88811316839152],
    [-114.14031060000754, 50.8883843908436],
    [-114.14031820845082, 50.89171018678261],
    [-114.14026751446079, 50.89218000985223],
    [-114.15170071654335, 50.89219889533632],
    [-114.15683541366485, 50.892189189945846],
    [-114.16344801587663, 50.89219729312334],
    [-114.17616050291521, 50.892226886644345],
    [-114.18659769930571, 50.89225421206205],
    [-114.19838781155396, 50.89225010353921],
    [-114.20967988358946, 50.89227180080207],
    [-114.2096775057078, 50.89247799169501],
    [-114.20967330491241, 50.89283548865024],
    [-114.20965179046598, 50.91388280537221],
    [-114.20966696492064, 50.916177523880975],
    [-114.20971897235353, 50.916796244011294],
    [-114.20966797504438, 50.917021564764184],
    [-114.20974579722555, 50.91916015397643],
    [-114.20982577195693, 50.921358229286234],
    [-114.1861509399365, 50.921368773002456],
    [-114.18615001394367, 50.92136890463713],
    [-114.17316810072566, 50.921356011079354],
    [-114.16908850011926, 50.92135190201642],
    [-114.16338058824535, 50.92137510647036]]]},
 'id': '39'}

Below is what won’t work despite the format looking identical…

notworking = {'type': 'Feature',
 'geometry': {'type': 'Polygon',
  'coordinates': [[[-113.51207149001048, 53.516168910937786],
    [-113.51207541341111, 53.51521580677884],
    [-113.51206371040911, 53.514253892378356],
    [-113.51206922327809, 53.51409200308067],
    [-113.5120645177256, 53.51324689861656],
    [-113.51206100317317, 53.512932300143795],
    [-113.5120523178991, 53.51227610836725],
    [-113.51205679748557, 53.51133199330504],
    [-113.51204558448217, 53.510379110024004],
    [-113.51204959035036, 53.509426003134514],
    [-113.51203897528919, 53.508482095198424],
    [-113.51202780727519, 53.507529292866764],
    [-113.5120322843948, 53.50658510735586],
    [-113.51488300947935, 53.50658809257169],
    [-113.51658678744916, 53.506579203012215],
    [-113.51656791870602, 53.50753269994958],
    [-113.51656398540528, 53.508485810845116],
    [-113.51939930131479, 53.508479986444094],
    [-113.51989912639851, 53.50852845778095],
    [-113.52007772308471, 53.50847470872449],
    [-113.52288379459539, 53.50848740947094],
    [-113.52311141599782, 53.508509598629296],
    [-113.52369569867055, 53.50844330071311],
    [-113.52451137767254, 53.50821019631433],
    [-113.52515671876128, 53.50900332615934],
    [-113.52522238519177, 53.50875270876196],
    [-113.52511980901109, 53.5082962885901],
    [-113.52527268915657, 53.50807729895532],
    [-113.52579951674278, 53.507805398554],
    [-113.52570589417095, 53.507753391608304],
    [-113.52634561501509, 53.507605104662424],
    [-113.52829261521396, 53.50737510262225],
    [-113.5302343077711, 53.5073068930487],
    [-113.53078839964853, 53.50724139806815],
    [-113.53120088290508, 53.507131048781574],
    [-113.53156051729091, 53.507165477547886],
    [-113.53206880968307, 53.50721409324833],
    [-113.53501768865722, 53.506081614822996],
    [-113.53560728052929, 53.50585329149511],
    [-113.53686879522283, 53.50560929951535],
    [-113.53804970510556, 53.50533390642469],
    [-113.53845418988651, 53.505289393534326],
    [-113.53909329067889, 53.50538371396502],
    [-113.54011269544631, 53.50578459094351],
    [-113.54049888501446, 53.505938201373745],
    [-113.54076582117612, 53.506112401984275],
    [-113.5409292991075, 53.50632470496037],
    [-113.54095830666402, 53.50655791202958],
    [-113.54092228783526, 53.506711507565036],
    [-113.54016149253684, 53.507860513767874],
    [-113.53992311417207, 53.50841410604512],
    [-113.53983859464002, 53.509018302716925],
    [-113.53991702529247, 53.51032930670778],
    [-113.53834869883877, 53.51033570835081],
    [-113.53838469802551, 53.51068560033314],
    [-113.53826949642767, 53.51102970060747],
    [-113.53719920107018, 53.512302196785505],
    [-113.5385490837996, 53.51267820328776],
    [-113.53812340574272, 53.51363130480286],
    [-113.53751421025527, 53.5142915910755],
    [-113.53727040554567, 53.51475530982913],
    [-113.53719660119309, 53.515539086911446],
    [-113.53695269771744, 53.51625460859758],
    [-113.53677548225156, 53.51783179482085],
    [-113.53648748839882, 53.51831449695571],
    [-113.54076996534567, 53.51877948049179],
    [-113.54082679314175, 53.518958755167404],
    [-113.54084403422466, 53.519013157770175],
    [-113.54156777619482, 53.52001375462452],
    [-113.54226192761658, 53.520772245364434],
    [-113.54396790256213, 53.52230041748982],
    [-113.54598502498426, 53.52373199995936],
    [-113.54798176543585, 53.524570582210046],
    [-113.5487400501163, 53.52473801995673],
    [-113.54876163242155, 53.524742777893046],
    [-113.54898396404118, 53.524846975822804],
    [-113.54922464093204, 53.52495976854195],
    [-113.54977083650012, 53.52521575786861],
    [-113.55057118618464, 53.525477425007736],
    [-113.55099480565706, 53.52574709961808],
    [-113.55198363899608, 53.526382351283665],
    [-113.552909925979, 53.52697758588008],
    [-113.55311815519116, 53.527111368104286],
    [-113.55332634470457, 53.52724515872203],
    [-113.55336491413377, 53.52726994367821],
    [-113.55448570352759, 53.52809116525493],
    [-113.5552017517423, 53.52870523796945],
    [-113.55547259270472, 53.52908371276264],
    [-113.55553129157227, 53.529165751425985],
    [-113.55557063799375, 53.52925434327382],
    [-113.55564894575066, 53.52943072343014],
    [-113.55603759046238, 53.53030579917431],
    [-113.55616751628705, 53.530959392246224],
    [-113.55602764075411, 53.53289547745979],
    [-113.5559249228281, 53.533194404960504],
    [-113.55514521788281, 53.53428103644321],
    [-113.55464797796898, 53.53479517695142],
    [-113.55393110159785, 53.53542189659941],
    [-113.55279916555209, 53.53617436620419],
    [-113.55263920579748, 53.53624097742423],
    [-113.55238819124921, 53.53634552989064],
    [-113.55213717531566, 53.53645008179601],
    [-113.5517979558903, 53.536591362644046],
    [-113.55121869579024, 53.53674758540278],
    [-113.54935500046689, 53.53712903009336],
    [-113.54817118273627, 53.537271163584805],
    [-113.54672519982108, 53.53731996786798],
    [-113.54428805002065, 53.537201041144485],
    [-113.54326838398562, 53.53706091561941],
    [-113.54178686906471, 53.536768726392],
    [-113.5398919282194, 53.53612567858752],
    [-113.53972926850052, 53.53607007429667],
    [-113.53953939703456, 53.536005173254665],
    [-113.53938684064597, 53.53595304859878],
    [-113.53919855159693, 53.535888697904056],
    [-113.53902628962784, 53.5357844294009],
    [-113.53857356645506, 53.53553331396771],
    [-113.5378307221097, 53.535225416545366],
    [-113.53726927643505, 53.5349226222428],
    [-113.53685208190541, 53.53476065400443],
    [-113.53605592168185, 53.53457075822892],
    [-113.5337279184508, 53.5334962517887],
    [-113.53121971037466, 53.532434473944825],
    [-113.5294349070188, 53.531860879950074],
    [-113.52798163387656, 53.5315319660536],
    [-113.525744737312, 53.530967861951545],
    [-113.5242021919305, 53.53065880796216],
    [-113.5235648971513, 53.530600319108785],
    [-113.52281888755239, 53.53049019595081],
    [-113.5223952999412, 53.53047217580043],
    [-113.52188725629303, 53.5304185008488],
    [-113.52158572980473, 53.53038666030121],
    [-113.52128418924757, 53.53035479425295],
    [-113.51772722993576, 53.529978965243345],
    [-113.5174295136905, 53.52994749935022],
    [-113.51712852905575, 53.52993052049267],
    [-113.51429531149056, 53.52977073185814],
    [-113.51164081460168, 53.52975054745389],
    [-113.51132198181406, 53.52974810205579],
    [-113.51158280890063, 53.52930370430204],
    [-113.51177358528876, 53.528978602219745],
    [-113.51274630696564, 53.527312800811174],
    [-113.51304239732403, 53.5268005941547],
    [-113.51298048714645, 53.526532507051506],
    [-113.5129632885561, 53.5263744084952],
    [-113.51303519306144, 53.526074907836794],
    [-113.51306649205458, 53.52582780066481],
    [-113.51306507769513, 53.52556179828342],
    [-113.51293888013595, 53.52521379123396],
    [-113.51277329283138, 53.52496550789448],
    [-113.5121193085935, 53.52436780727249],
    [-113.51202778821467, 53.52427648939501],
    [-113.51206021813034, 53.52413529495832],
    [-113.51173002178788, 53.52390850032195],
    [-113.51189561124833, 53.52381640924996],
    [-113.51195831767711, 53.5236879053202],
    [-113.5119878967551, 53.5229139885062],
    [-113.51199240840351, 53.52196989582515],
    [-113.51199469234713, 53.52098980532274],
    [-113.5119867886276, 53.52009080730974],
    [-113.51198811312118, 53.519092785967075],
    [-113.51210348070938, 53.518748699507775],
    [-113.51209848069291, 53.51815539664413],
    [-113.51209272143252, 53.51805660313172],
    [-113.51208209337604, 53.5171128136796],
    [-113.51207149001048, 53.516168910937786]]]},
 'id': '152'}

I’ve tried swapping IDs around to see if that makes a difference and it hasn’t helped.

import pandas as pd
import plotly.express as px
testdata = pd.DataFrame(data={'id':[39,152],'data':[100,150]}, columns=['id','data'])

#Plug either 'working' or 'notworking' into geojson for both examples, default is on 'working'
fig = px.choropleth(df1, geojson=working,locations='id',color='data', scope='usa')
fig.update_layout(margin={"r":0,"t":0,"l":0,"b":0})
fig.update_geos(fitbounds='locations', visible=False)
pyo.plot(fig)

I’ll do my best to answer any clarification questions. I really hope there is a simple fix and I’m just misunderstanding something.

Thank you all in advance!

I’m glad you’ve marked this as “solved”! Can you tell us how you did it? :slight_smile:

The issue fell within the scope parameter of the choropleth object.

By setting scope to ‘usa’ the bounds were being drawn around the coordinates of the United States vs North America. So in effect, some of my objects will draw because they exist within the bounds, yet the ones that fell too far north of the bounds won’t draw leaving the screen blank.

fig = px.choropleth(df1, geojson=working,locations='id',color='data', scope='usa')

Simply changing my scope to ‘north america’ it works for 151 out of 153 of my shapes.

fig = px.choropleth(df1, geojson=working,locations='id',color='data', scope='north america')

Now I need to figure out why those two objects won’t draw in MultiPolygon form, but when I break out the single Polygons they draw just fine.