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Allrecordsareassignedtoarangeandthenassignedacolorbasedonthatrange.Forexample,
thecountrieswiththehighergrowthratesareshadedinred.Theotherrangesareshadedinlighter
shadesofredtolightgreenandfinallydarkergreen.Whenyoudisplaythemap,thecolorsmake
itreadilyapparentwhichlocationshavethehighestgrowthrateinrelationtotheirneighbors.
Rangesarealsousefulwhenthesizeoftheregionisnotdirectlyrelatedtothemagnitudeofthe
datavalues.Inourpopulationdensityexampleinthissection,weseethatcountriesthataresmall
insizecanbeverydenselypopulated,andcountriesthatarelargeinsizemaynotbedensely
populated.Differenceslikethesearemorereadilyapparentwhentheregionsareshadedinthis
manner.
TypesofRangedValues
MapInfoProcancreaterangesautomaticallyusingfivemethods:EqualCount,EqualRanges,
NaturalBreak(StandardDeviation),Quantile,andCustom.Tosetrangesmanually,useCustom.
EqualCounthasthesamenumberofrecordsineachrange.IfyouwantMapInfoProtogroup100
recordsinto4rangesusingEqualCount,MapInfoProcomputestherangessothatapproximately
25recordsfallintoeachrange,dependingontheroundingfactoryouset.
WhenusingEqualCount(oranyotherrangemethod),it'simportanttowatchoutforanyextreme
datavaluesthatmightaffectyourthematicmap(instatistics,thesevaluesarereferredtoasoutliers).
Forexample,ifyoutellMapInfoProtoshadeaccordingtoEqualCountwiththisdatabase:
7000
Andrea
5000
John
5500
Kyle
6000
Penny
7500
Angela
4500
Miguel
6000
Elroy
5000
Linda
7000
Mark
100
Ben
BenandMiguelaregroupedinthesamerange(sincetheyhavethetwolowestvalues).Thismay
notproducetheresultsyouwantsincethevalueforBenissomuchlowerthananyoftheother
values.
EqualRangesdividesrecordsacrossrangesofequalsize.Forexample,youhaveafieldinyour
tablewithdatavaluesrangingfrom1to100.Youwanttocreateathematicmapwithfourequal
sizeranges.MapInfoProproducesranges1-25,25-50,50-75,and75-100.(Sincerangesuse"=>"
and"<=",theyneedtooverlap.)
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KeepinmindthatMapInfoPromaycreaterangeswithnodatarecords,dependingonthedistribution
ofyourdata.Forexample,ifyoutellMapInfoProtoshadethefollowingdatabaseaccordingtoEqual
Ranges:
90
Andrea
100
John
1
Kyle
6
Penny
92
Angela
4
Miguel
89
Elroy
95
Linda
10
Mark
10
Ben
MapInfoProcreatesfourranges(1-25,25-50,50-75,and75-100).Notice,however,thatonlytwo
ofthoseranges(1-25and75-100)actuallycontainrecords.
NaturalBreakandQuantilearetwowaystoshowdatathatisnotevenlydistributed.
NaturalBreakcreatesrangesaccordingtoanalgorithmthatusestheaverageofeachrangeto
distributethedatamoreevenlyacrosstheranges.Itdistributesthevaluessothattheaverageof
eachrangeisascloseaspossibletoeachoftherangevaluesinthatrange.Thisensuresthatthe
rangesarewell-representedbytheiraverages,andthatdatavalueswithineachoftherangesare
fairlyclosetogether.MapInfoProbasesitsNaturalBreakalgorithmontheproceduredescribedby
JenksandCaspallintheirarticle"ErroronChoroplethicMaps:Definition,Measurement,Reduction"
fromtheAnnalsofAmericanGeographers,June,1971.
Quantilingenablesyoutobuildrangesthatdeterminethedistributionofathematicvariableacross
asegmentofyourdata.Forexample,youcanquantilestatepopulationbyurbanpopulationto
illustratehowurbanpopulationisdistributedacrosstheUnitedStates.Yourmaplegendwillnot
indicatethatyouhaveusedQuantiletobuildyourranges.Youcancustomizethemaplegendso
thatitshowswhichfieldyouusedtoquantilethetable.
WhenyoucreaterangesusingStandardDeviation,themiddlerangebreaksatthemeanofyour
values,andtherangesaboveandbelowthemiddlerangeareonestandarddeviationaboveor
belowthemean.YoucanalsodefineyourownrangesusingCustom.
TheHelpSystemcontainstheserelatedtopics:
•CreatingaMapbyaRangeofValues
•CustomizingaRangeMap
•CustomizingRangeStylesandInflectionPoints
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•CustomizingtheMapLegendofaRangeMap
•ModifyingaThematicMap
BarChartMaps
Unlikethematicmapsforsinglevariablessuchasrangesofvaluesorgraduatedsymbols,athematic
barchartmapallowsyoutoexaminemorethanonevariableperrecordatatime.Abarchartis
builtforeverymapobjectatthecentroidoftheobject,enablingyoutoanalyzethethematicvariables
inaparticularchartbycomparingtheheightofthebars.Youcanalsoexaminethesamevariable
acrossallthechartsinyourmap.
Youcancustomizethecolorofeachbar,createaframearoundeachchart,andfilltheemptyspace
insidetheframewithapatternorcolor.Inaddition,youcanchangethebarchart'sorientation,such
asdisplayinghorizontalbarsinsteadofvertical(thedefault).Youcanalsocontrolwheretodisplay
thechart:overtheobject'scentroid(thedefault)oranyofeightotherlocations.
Youcanalsochangethetypeofbarchart.Inourexample,youcancreateamulti-barchart,where
eachthematicvariablehasitsownbar,orastackedbarchartwitheachthematicvariableontop
ofoneanother,oragraduatedbarchart,wherethebarsaregraduatedinsizebasedonsome
value.Youcanalsoscalethebarsinamulti-barchartindependentlyfromoneanother.Toshow
negativevaluesinabarchartmap,thebarsextendintheoppositedirectiontothechart'sorientation.
Notethatnegativevaluesdonotdisplayinstackedbarcharts.
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BarChartMap
TheHelpSystemcontainsthefollowingrelatedtopics:
•CreatingaBarChartMap
•CustomizingBarChartStylesonyourMap
•CustomizingtheMapLegendofaBarChart
•ModifyingaThematicMap
PieChartMaps
Thematicmapsusingpiechartsenablesyoutoexaminemorethanonevariableperrecordata
time.Likecomparingtheheightofthebarsinbarcharts,inpiechartsyoucomparethewedgesin
asinglepie,orexamineaparticularwedgeacrossallpies.Piechartsenableyoutocompareparts
ofawhole.
Bothpieandbarchartsareparticularlyusefulforanalyzingdemographicdata.Forexample,you
haveatableofdemographicinformationfortheUnitedStates.Yourtableshowsthepopulationsof
severalmajordemographicgroups.Usingpiecharts,youcanshowthepopulationofeach
demographicgroup,andseewhatfractionofthepieitmakesupineachpie.Thisenablesyouto
seethedistributionofdemographicgroupsonaperstatebasis,oracrosstheentireUnitedStates.
Youcanalsolookatonedemographicgroupandseehowthepopulationofthegroupvariesin
differentstates.Forbestresults,usenomorethanfourtosixpiewedgesperpiechartinyour
analysis.
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Youcancustomizethecolorofeachpiewedgeaswellasthebordersofthewedgesandthewhole
pie.Youcanalsospecifytheangleatwhichyouwanttoplacethefirstpiewedge,andwhetherthe
variablesgoinaclockwiseorcounterclockwisedirection.Likebarcharts,youcanalsochangethe
pie'sorientation.Thedefaultistoplacethepieoverthecentroidoftheobject.
Youcanchoosefromgraduatedpiesorhalfpies.Graduatedpiesgraduatethesizeofthepies
accordingtothesumoftheircomponents.Halfpiesdistributeyourdataacrosshalfapieinstead.
TheHelpSystemcontainsthefollowingrelatedtopics:
•CreatingaPieChart
•CustomizingaPieChart
•CustomizingtheMapLegendofaPieChart
•ModifyingaThematicMap
GraduatedSymbolMaps
Graduatedsymbolmapsusesymbolstorepresentdifferentvalues.Youcanusegraduatedsymbols
regardlessofthetypeofmapobjectwithwhichyouareworking.
Forinstance,usegraduatedsymbolstoshowthenumberofhousingunitsbycity.Whenyouselect
thegraduatedsymbolsoption,MapInfoProvariesthesizeofeachsymbolaccordingtothevalue
inthesalesorderfield.
Youcanalsorepresenthowmuchinteresteachcustomerhasexpressedinagivenproductby
assigningasymbolwhosesizeisproportionaltothecustomer'sinterest.
Graduatedsymbolsmapsworkbestwhenyouusenumericdata.Ifyouareworkingwithalayerof
restaurants,itmakesnosensetocreategraduatedsymbolsbasedonthetypeofcuisineeach
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restaurantserves.However,graduatedsymbolsareappropriatewhenyouwanttoshowtherelative
numberofhousingunitsbycityasinthenextfigure.
GraduatedSymbolMap
Therearethreeattributesyoucancustomizeonagraduatedsymbolsmap:thecolor,type,andsize
ofthesymbol.Tochangethesymbol'sattributesinCreateThematicMap-Step3of3,choose
CustomizeSettingsandclickthesymboliconintheCustomizeGraduatedSymbolsdialogbox
toaccesstheSymbolStyledialogbox.Thedefaultsymbolisaredcircle.
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IntheCustomizeGraduatedSymbolsdialogbox,thesizeofthesymbolintheSymbolboxisthe
sizeforthevaluelistedintheatValuebox.Allvaluesbetweenthehighvalueandzerohave
interpolatedpointsizes.Ifyouwantthesymbolsatthelowendtobelarger,increasethepointsize.
Youcanalsodisplaysymbolsfornegativedatavalues.Tochangeit,clickOptionsintheCustomize
GraduatedSymbolsdialogbox.Thereisaseparatesymbolpickersothatyoucanmakethis
symbolasdistinctfromthesymbolforpositivevaluesasyouwant.Whenyouclicktheiconadifferent
SymbolStyledialogboxdisplays,enablingyoutochooseadifferentsymboltype,changethecolor
orthesize,orchangeanycombinationofthethreeattributes.Thedefaultsymbolfornegativevalues
isabluecircle,andallvaluesbetweenzeroandthelowvalue(anegativenumber)alsohave
interpolatedpointsizes.
TheHelpSystemcontainstheserelatedtopics:
•CreatingaGraduatedSymbolsMap
•CustomizingaGraduatedSymbolsMap
•ModifyingaThematicMap
DotDensityMaps
Dotdensitymapsusedotstorepresentthedatavalueassociatedwithaboundaryorregion.The
totalnumberofdotsinaregionrepresentsthatregion'sdatavalue.Ifyouhave10,000seniorcitizens
inacounty,andeachdotrepresents100seniorcitizens,therewouldbe100dotsinthecounty
boundary.
Dotdensityisparticularlyusefulforshowingrawdatawhereonedotrepresentsalargenumberof
something:population,numberoffastfoodrestaurants,numberofdistributorswhocarryabrand
ofsoda,etc.
Forexample,ifyouhaveatableofagedemographicsbrokendownintopostalcodes,youcould
usethedotdensityoptiontoshowtheconcentrationofsmallchildrenineachpostalcodeboundary.
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Therearethreecustomizingoptionsfordotdensitymaps.Youcanspecifythevalueofonedot.For
example,youhaveatableofpopulationstatistics,brokendownbycounty.Thereare10,000
pre-schoolstudentsinRensselaerCounty,NewYork.IfyoudisplayRensselaerCountyaccording
tothenumberofpre-schoolstudentsusingthedotdensitymethod,eachdotcouldrepresent200
students.Inthatcase,therewouldbe50dotsinRensselaerCounty.Youcanspecifythenumber
ofunitseachdotrepresentsusingtheCustomizeDotDensitySettingsdialogbox.
Whenyouincreasethevalueeachdotrepresents,youdecreasethenumberofdotsthatdisplay
onthemap.Youcouldmodifyyourdotdensitymapsothatonedotrepresents400students.Inthat
case,therewouldonlybe25dotsinRensselaerCounty.
Asecondoptionistochangethesizeofthedotsaccordingtoyourneeds,eitherlargeorsmall.If
youareworkingwithlargepopulations,orlargecountsofsomething,makethedotsizesmallerso
thatthedistributionofdotsiseasiertosee.
Conversely,ifyourworkingwithasmalldataset,makingthedotsizelargermightillustrateyour
analysismoreclearly.
Distributionofdotsisrandomwithintheregion.Ifyoushadestatesaccordingtopopulation,
thedotsforNewYorkarespreadoutthroughoutthestate;theyarenotconcentratedinNew
YorkCity,wherethemajorityofthestate'spopulationlives.
Note:
Thirdly,intheCustomizeDotDensitySettingsdialogbox,changethecolorofthedottoeither
redorblacktoaddmorevarietytothefinalmap.Inthisdialogbox,youcanselectCircleorSquare
dotthematicsandspecifythedotdensitywidth(inpixels)ofthesquareorcircle.Ingeneral,squares
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lookcleareratsmallsizes.Atlargersizes,itmaybemoreappropriatetousecircles.Youcancreate
multipledotdensitymapsonthesamelayerbyvaryingtheseoptions.
IntheCreateThematicMap-Step3of3wizardpanel,clickCustomizeSettings.Thisopensthe
CustomizeDotDensitySettingdialogbox.Hereyoucanchangethenumberofunitsthateach
dotrepresents,andalsoselectthedotshape(squareorcircle)size,andcolor.Youcanspecifya
circlesizefrom2to25pixelsinwidth.Forasquare,thesizecanrangefrom1to25pixels.
TheHelpSystemcontainstheserelatedtopics:
•CreatingaDotDensityMap
•CustomizingaDotDensityMap
•ModifyingaThematicMap
IndividualValueMaps
IndividualValuemapsshowpoints,lines,orboundariesthatareshadedbyindividualvalues
containedinaparticularfield.Youcanusebothnumericalandnominalvaluesinindividualvalues
maps.MapInfoProgiveseachuniquevalueitsowncolororsymbol.Whenanindividualvalues
mapusessymboltypes,thesymbolsaretakenfromthebasetable.
Forexample,asoftdrinkdistributormaintainsatableofthesupermarketsthatbuysoftdrinksfrom
him.Eachsupermarketsellsthedistributor'sbrandofsoftdrinkforadifferentprice.Ifthedistributor
shadesthesupermarketpointsbyprice,usingindividualvalues,allstoresthatsellthesoftdrinkfor
49centsareshadedonecolor,allstoresthatsellthesoftdrinkfor51centsareshadedanother
color,andsoon.Eachuniquevalueisassigneditsowncolor.Thedistributorisabletoseetheprice
distributionamongthesupermarketsandcandeterminewhereheshouldincreasehissalesvolume,
basedontheprice.
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Ifyouareshadingyourpoints,linesorboundariesusingnominaldata,youcanshadeonlyby
individualvalues.Nominaldataiseithernon-numericaldata(name,typeofcuisineserved,orbrand
ofautomobilesold)ornumericdatawherethenumbersrepresentnon-numericdatalikeanID
number.Datesareconsiderednumericdataandcanbeusedinbothrangedandindividualvalues
maps.
Forexample,youhavetheresultsfromaconsumersurvey.Onequestiononthesurveyreads
"WhatisyourfavoriteSundayafternoonactivity?"Thepossibleresponsesare:
1. Sleeping
2. WatchingTV
3. Takingadrive
4. Reading
5. Playingorwatchingsports
6. Visitingmuseumsorartgalleries
7. Goingtothemovies
YouwanttoshadeeachconsumerpointwiththeresponseforthefavoriteSundayactivity.The
SUNDAYcolumnofyourtablecontainsthenumberthatcorrespondstotheconsumer'sfavorite
activity.However,thenumbersinthiscolumndonotrepresentquantitativevalues.Goingtothe
moviesisnotgreaterthanPlayingorwatchingsportseventhough7>5.Whennumbersareused
asnamesinsteadofvalues,youmustshadeyourobjectsbyindividualvalues.Thenumbersare
onlyusedtoreferencethepastimessocolorcanbeassignedtothem.
TheHelpSystemcontainstheserelatedtopics:
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