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Connect Observations¤

geom_path() connects the observations in the order in which they appear in the data. geom_line() connects them in order of the variable on the x axis. geom_step() creates a stairstep plot, highlighting exactly when changes occur. The group aesthetic determines which cases are connected together.

Arguments¤

  • plot::GGPlot (optional): a plot object to add this geom to. This is typically used to facilitate creating your ggplot as part of a @chain.
  • data (DataFrame): Data to use for this geom. If not provided, the geom will inherit the data from ggplot.
  • aes(...): the names of the columns in the DataFrame that will be used in the mapping
  • inherit_aes: should the geom inherit aes from the ggplot?
  • ...: options that are not mapped to a column (passed to Makie.Lines)

Required Aesthetics¤

  • x
  • y

Optional Aesthetics (see aes)¤

  • color / colour
  • alpha
  • group
  • linetype
  • linewidth
using TidierPlots
using TidierData
using DataFrames
using RDatasets

economics = dataset("ggplot2", "economics")
economics_long = @pivot_longer(economics, -Date)
2390×3 DataFrame
RowDatevariablevalue
DateStringFloat64
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11361982-05-31PSavert11.5
11371982-06-30PSavert11.9
11381982-07-31PSavert11.7
11391982-08-31PSavert10.8
11401982-09-30PSavert10.3
11411982-10-31PSavert9.9
11421982-11-30PSavert9.7
11431982-12-31PSavert9.9
11441983-01-31PSavert10.0
11451983-02-28PSavert9.5
11461983-03-31PSavert9.1
11471983-04-30PSavert8.9
11481983-05-31PSavert8.1
11491983-06-30PSavert8.6
11501983-07-31PSavert8.0
11511983-08-31PSavert8.5
11521983-09-30PSavert8.6
11531983-10-31PSavert9.2
11541983-11-30PSavert9.1
11551983-12-31PSavert9.4
11561984-01-31PSavert10.8
11571984-02-29PSavert10.6
11581984-03-31PSavert10.8
11591984-04-30PSavert10.5
11601984-05-31PSavert10.6
11611984-06-30PSavert11.4
11621984-07-31PSavert11.3
11631984-08-31PSavert11.2
11641984-09-30PSavert11.4
11651984-10-31PSavert10.6
11661984-11-30PSavert11.0
11671984-12-31PSavert10.3
11681985-01-31PSavert9.1
11691985-02-28PSavert8.7
11701985-03-31PSavert10.1
11711985-04-30PSavert11.1
11721985-05-31PSavert9.5
11731985-06-30PSavert8.9
11741985-07-31PSavert8.0
11751985-08-31PSavert6.8
11761985-09-30PSavert8.9
11771985-10-31PSavert8.5
11781985-11-30PSavert8.3
11791985-12-31PSavert8.2
11801986-01-31PSavert8.9
11811986-02-28PSavert9.5
11821986-03-31PSavert9.1
11831986-04-30PSavert8.7
11841986-05-31PSavert8.9
11851986-06-30PSavert8.6
11861986-07-31PSavert8.3
11871986-08-31PSavert6.4
11881986-09-30PSavert7.5
11891986-10-31PSavert8.1
11901986-11-30PSavert5.9
11911986-12-31PSavert8.8
11921987-01-31PSavert7.6
11931987-02-28PSavert7.7
11941987-03-31PSavert3.5
11951987-04-30PSavert7.2
11961987-05-31PSavert6.7
11971987-06-30PSavert6.5
11981987-07-31PSavert6.2
11991987-08-31PSavert6.7
12001987-09-30PSavert7.4
12011987-10-31PSavert7.6
12021987-11-30PSavert7.7
12031987-12-31PSavert7.0
12041988-01-31PSavert7.5
12051988-02-29PSavert7.2
12061988-03-31PSavert7.6
12071988-04-30PSavert7.2
12081988-05-31PSavert7.3
12091988-06-30PSavert7.5
12101988-07-31PSavert7.2
12111988-08-31PSavert7.5
12121988-09-30PSavert7.2
12131988-10-31PSavert7.0
12141988-11-30PSavert7.2
12151988-12-31PSavert7.6
12161989-01-31PSavert7.9
12171989-02-28PSavert8.3
12181989-03-31PSavert7.3
12191989-04-30PSavert7.0
12201989-05-31PSavert7.1
12211989-06-30PSavert7.1
12221989-07-31PSavert6.4
12231989-08-31PSavert6.6
12241989-09-30PSavert6.8
12251989-10-31PSavert7.2
12261989-11-30PSavert6.5
12271989-12-31PSavert6.6
12281990-01-31PSavert7.3
12291990-02-28PSavert7.0
12301990-03-31PSavert7.3
12311990-04-30PSavert7.2
12321990-05-31PSavert7.1
12331990-06-30PSavert7.2
12341990-07-31PSavert6.7
12351990-08-31PSavert6.7
12361990-09-30PSavert6.6
12371990-10-31PSavert6.7
12381990-11-30PSavert7.3
12391990-12-31PSavert7.9
12401991-01-31PSavert7.5
12411991-02-28PSavert6.6
12421991-03-31PSavert7.1
12431991-04-30PSavert6.9
12441991-05-31PSavert7.4
12451991-06-30PSavert6.8
12461991-07-31PSavert7.0
12471991-08-31PSavert7.2
12481991-09-30PSavert7.5
12491991-10-31PSavert7.3
12501991-11-30PSavert7.9
12511991-12-31PSavert7.4
12521992-01-31PSavert7.9
12531992-02-29PSavert7.9
12541992-03-31PSavert8.0
12551992-04-30PSavert7.9
12561992-05-31PSavert7.8
12571992-06-30PSavert7.5
12581992-07-31PSavert7.6
12591992-08-31PSavert6.9
12601992-09-30PSavert7.1
12611992-10-31PSavert7.0
12621992-11-30PSavert9.4
12631992-12-31PSavert5.8
12641993-01-31PSavert5.6
12651993-02-28PSavert5.6
12661993-03-31PSavert6.4
12671993-04-30PSavert6.3
12681993-05-31PSavert5.9
12691993-06-30PSavert5.4
12701993-07-31PSavert5.6
12711993-08-31PSavert5.0
12721993-09-30PSavert5.0
12731993-10-31PSavert5.0
12741993-11-30PSavert7.6
12751993-12-31PSavert4.0
12761994-01-31PSavert3.9
12771994-02-28PSavert4.3
12781994-03-31PSavert4.2
12791994-04-30PSavert5.8
12801994-05-31PSavert5.1
12811994-06-30PSavert5.1
12821994-07-31PSavert4.7
12831994-08-31PSavert5.0
12841994-09-30PSavert5.3
12851994-10-31PSavert5.2
12861994-11-30PSavert5.3
12871994-12-31PSavert5.6
12881995-01-31PSavert5.9
12891995-02-28PSavert5.5
12901995-03-31PSavert4.8
12911995-04-30PSavert4.9
12921995-05-31PSavert4.4
12931995-06-30PSavert4.6
12941995-07-31PSavert4.1
12951995-08-31PSavert4.1
12961995-09-30PSavert4.4
12971995-10-31PSavert3.9
12981995-11-30PSavert3.6
12991995-12-31PSavert4.2
13001996-01-31PSavert4.3
13011996-02-29PSavert4.2
13021996-03-31PSavert3.1
13031996-04-30PSavert4.1
13041996-05-31PSavert4.5
13051996-06-30PSavert4.1
13061996-07-31PSavert4.1
13071996-08-31PSavert4.1
13081996-09-30PSavert3.8
13091996-10-31PSavert3.8
13101996-11-30PSavert3.8
13111996-12-31PSavert3.7
13121997-01-31PSavert3.5
13131997-02-28PSavert3.7
13141997-03-31PSavert3.8
13151997-04-30PSavert4.0
13161997-05-31PSavert3.9
13171997-06-30PSavert3.3
13181997-07-31PSavert3.3
13191997-08-31PSavert3.6
13201997-09-30PSavert3.5
13211997-10-31PSavert3.7
13221997-11-30PSavert3.8
13231997-12-31PSavert4.6
13241998-01-31PSavert4.6
13251998-02-28PSavert4.7
13261998-03-31PSavert4.7
13271998-04-30PSavert4.4
13281998-05-31PSavert4.4
13291998-06-30PSavert4.5
13301998-07-31PSavert4.3
13311998-08-31PSavert4.2
13321998-09-30PSavert3.9
13331998-10-31PSavert4.0
13341998-11-30PSavert3.5
13351998-12-31PSavert4.0
13361999-01-31PSavert3.7
13371999-02-28PSavert3.3
13381999-03-31PSavert2.5
13391999-04-30PSavert2.1
13401999-05-31PSavert2.1
13411999-06-30PSavert1.9
13421999-07-31PSavert1.8
13431999-08-31PSavert1.4
13441999-09-30PSavert2.0
13451999-10-31PSavert2.1
13461999-11-30PSavert1.6
13471999-12-31PSavert2.9
13482000-01-31PSavert2.4
13492000-02-29PSavert2.0
13502000-03-31PSavert2.4
13512000-04-30PSavert2.4
13522000-05-31PSavert2.5
13532000-06-30PSavert2.9
13542000-07-31PSavert2.8
13552000-08-31PSavert2.2
13562000-09-30PSavert2.3
13572000-10-31PSavert2.1
13582000-11-30PSavert1.5
13592000-12-31PSavert1.9
13602001-01-31PSavert1.7
13612001-02-28PSavert2.0
13622001-03-31PSavert1.6
13632001-04-30PSavert1.0
13642001-05-31PSavert1.1
13652001-06-30PSavert2.4
13662001-07-31PSavert3.7
13672001-08-31PSavert4.2
13682001-09-30PSavert-0.2
13692001-10-31PSavert0.7
13702001-11-30PSavert1.1
13712001-12-31PSavert2.9
13722002-01-31PSavert2.8
13732002-02-28PSavert3.0
13742002-03-31PSavert2.6
13752002-04-30PSavert3.1
13762002-05-31PSavert2.8
13772002-06-30PSavert1.9
13782002-07-31PSavert1.7
13792002-08-31PSavert2.2
13802002-09-30PSavert2.0
13812002-10-31PSavert1.8
13822002-11-30PSavert1.5
13832002-12-31PSavert1.8
13842003-01-31PSavert2.0
13852003-02-28PSavert1.7
13862003-03-31PSavert2.0
13872003-04-30PSavert2.3
13882003-05-31PSavert2.1
13892003-06-30PSavert2.8
13902003-07-31PSavert2.5
13912003-08-31PSavert1.7
13922003-09-30PSavert2.1
13932003-10-31PSavert2.2
13942003-11-30PSavert2.4
13952003-12-31PSavert2.1
13962004-01-31PSavert2.3
13972004-02-29PSavert2.0
13982004-03-31PSavert2.2
13992004-04-30PSavert1.5
14002004-05-31PSavert2.1
14012004-06-30PSavert1.7
14022004-07-31PSavert2.0
14032004-08-31PSavert1.2
14042004-09-30PSavert1.4
14052004-10-31PSavert1.2
14062004-11-30PSavert4.3
14072004-12-31PSavert0.9
14082005-01-31PSavert0.6
14092005-02-28PSavert0.2
14102005-03-31PSavert-0.4
14112005-04-30PSavert-0.1
14122005-05-31PSavert-0.5
14132005-06-30PSavert-0.9
14142005-07-31PSavert-3.0
14152005-08-31PSavert-0.5
14162005-09-30PSavert-0.3
14172005-10-31PSavert-0.3
14182005-11-30PSavert-0.3
14192005-12-31PSavert-0.3
14202006-01-31PSavert-0.3
14212006-02-28PSavert-0.4
14222006-03-31PSavert-1.0
14232006-04-30PSavert-1.6
14242006-05-31PSavert-1.5
14252006-06-30PSavert-1.7
14262006-07-31PSavert-1.5
14272006-08-31PSavert-1.0
14282006-09-30PSavert-0.8
14292006-10-31PSavert-0.9
14302006-11-30PSavert-1.1
14312006-12-31PSavert-0.9
14322007-01-31PSavert-1.0
14332007-02-28PSavert-0.7
14342007-03-31PSavert-1.3
14351967-06-30UEmpMed4.5
14361967-07-31UEmpMed4.7
14371967-08-31UEmpMed4.6
14381967-09-30UEmpMed4.9
14391967-10-31UEmpMed4.7
14401967-11-30UEmpMed4.8
14411967-12-31UEmpMed5.1
14421968-01-31UEmpMed4.5
14431968-02-29UEmpMed4.1
14441968-03-31UEmpMed4.6
14451968-04-30UEmpMed4.4
14461968-05-31UEmpMed4.4
14471968-06-30UEmpMed4.5
14481968-07-31UEmpMed4.2
14491968-08-31UEmpMed4.6
14501968-09-30UEmpMed4.8
14511968-10-31UEmpMed4.4
14521968-11-30UEmpMed4.4
14531968-12-31UEmpMed4.4
14541969-01-31UEmpMed4.9
14551969-02-28UEmpMed4.0
14561969-03-31UEmpMed4.0
14571969-04-30UEmpMed4.2
14581969-05-31UEmpMed4.4
14591969-06-30UEmpMed4.4
14601969-07-31UEmpMed4.4
14611969-08-31UEmpMed4.7
14621969-09-30UEmpMed4.5
14631969-10-31UEmpMed4.8
14641969-11-30UEmpMed4.6
14651969-12-31UEmpMed4.6
14661970-01-31UEmpMed4.5
14671970-02-28UEmpMed4.6
14681970-03-31UEmpMed4.1
14691970-04-30UEmpMed4.7
14701970-05-31UEmpMed4.9
14711970-06-30UEmpMed5.1
14721970-07-31UEmpMed5.4
14731970-08-31UEmpMed5.2
14741970-09-30UEmpMed5.2
14751970-10-31UEmpMed5.6
14761970-11-30UEmpMed5.9
14771970-12-31UEmpMed6.2
14781971-01-31UEmpMed6.3
14791971-02-28UEmpMed6.4
14801971-03-31UEmpMed6.5
14811971-04-30UEmpMed6.7
14821971-05-31UEmpMed5.7
14831971-06-30UEmpMed6.2
14841971-07-31UEmpMed6.4
14851971-08-31UEmpMed5.8
14861971-09-30UEmpMed6.5
14871971-10-31UEmpMed6.4
14881971-11-30UEmpMed6.2
14891971-12-31UEmpMed6.2
14901972-01-31UEmpMed6.6
14911972-02-29UEmpMed6.6
14921972-03-31UEmpMed6.7
14931972-04-30UEmpMed6.6
14941972-05-31UEmpMed5.4
14951972-06-30UEmpMed6.1
14961972-07-31UEmpMed6.0
14971972-08-31UEmpMed5.6
14981972-09-30UEmpMed5.7
14991972-10-31UEmpMed5.7
15001972-11-30UEmpMed6.1
15011972-12-31UEmpMed5.7
15021973-01-31UEmpMed5.2
15031973-02-28UEmpMed5.5
15041973-03-31UEmpMed5.0
15051973-04-30UEmpMed4.9
15061973-05-31UEmpMed5.0
15071973-06-30UEmpMed5.2
15081973-07-31UEmpMed4.9
15091973-08-31UEmpMed5.4
15101973-09-30UEmpMed5.5
15111973-10-31UEmpMed5.1
15121973-11-30UEmpMed4.7
15131973-12-31UEmpMed5.0
15141974-01-31UEmpMed5.1
15151974-02-28UEmpMed4.8
15161974-03-31UEmpMed5.0
15171974-04-30UEmpMed4.6
15181974-05-31UEmpMed5.3
15191974-06-30UEmpMed5.7
15201974-07-31UEmpMed5.0
15211974-08-31UEmpMed5.3
15221974-09-30UEmpMed5.5
15231974-10-31UEmpMed5.2
15241974-11-30UEmpMed5.7
15251974-12-31UEmpMed6.3
15261975-01-31UEmpMed7.1
15271975-02-28UEmpMed7.2
15281975-03-31UEmpMed8.7
15291975-04-30UEmpMed9.4
15301975-05-31UEmpMed8.8
15311975-06-30UEmpMed8.6
15321975-07-31UEmpMed9.2
15331975-08-31UEmpMed9.2
15341975-09-30UEmpMed8.6
15351975-10-31UEmpMed9.5
15361975-11-30UEmpMed9.0
15371975-12-31UEmpMed9.0
15381976-01-31UEmpMed8.2
15391976-02-29UEmpMed8.7
15401976-03-31UEmpMed8.2
15411976-04-30UEmpMed8.3
15421976-05-31UEmpMed7.8
15431976-06-30UEmpMed7.7
15441976-07-31UEmpMed7.9
15451976-08-31UEmpMed7.8
15461976-09-30UEmpMed7.7
15471976-10-31UEmpMed8.4
15481976-11-30UEmpMed8.0
15491976-12-31UEmpMed7.5
15501977-01-31UEmpMed7.2
15511977-02-28UEmpMed7.2
15521977-03-31UEmpMed7.3
15531977-04-30UEmpMed7.9
15541977-05-31UEmpMed6.2
15551977-06-30UEmpMed7.1
15561977-07-31UEmpMed7.0
15571977-08-31UEmpMed6.7
15581977-09-30UEmpMed6.9
15591977-10-31UEmpMed7.0
15601977-11-30UEmpMed6.8
15611977-12-31UEmpMed6.5
15621978-01-31UEmpMed6.7
15631978-02-28UEmpMed6.2
15641978-03-31UEmpMed6.1
15651978-04-30UEmpMed5.7
15661978-05-31UEmpMed6.0
15671978-06-30UEmpMed5.8
15681978-07-31UEmpMed5.8
15691978-08-31UEmpMed5.6
15701978-09-30UEmpMed5.9
15711978-10-31UEmpMed5.5
15721978-11-30UEmpMed5.6
15731978-12-31UEmpMed5.9
15741979-01-31UEmpMed5.9
15751979-02-28UEmpMed5.9
15761979-03-31UEmpMed5.4
15771979-04-30UEmpMed5.6
15781979-05-31UEmpMed5.6
15791979-06-30UEmpMed5.9
15801979-07-31UEmpMed4.8
15811979-08-31UEmpMed5.5
15821979-09-30UEmpMed5.5
15831979-10-31UEmpMed5.3
15841979-11-30UEmpMed5.7
15851979-12-31UEmpMed5.3
15861980-01-31UEmpMed5.8
15871980-02-29UEmpMed6.0
15881980-03-31UEmpMed5.8
15891980-04-30UEmpMed5.7
15901980-05-31UEmpMed6.4
15911980-06-30UEmpMed7.0
15921980-07-31UEmpMed7.5
15931980-08-31UEmpMed7.7
15941980-09-30UEmpMed7.5
15951980-10-31UEmpMed7.7
15961980-11-30UEmpMed7.5
15971980-12-31UEmpMed7.4
15981981-01-31UEmpMed7.1
15991981-02-28UEmpMed7.1
16001981-03-31UEmpMed7.4
16011981-04-30UEmpMed6.9
16021981-05-31UEmpMed6.6
16031981-06-30UEmpMed7.1
16041981-07-31UEmpMed7.2
16051981-08-31UEmpMed6.8
16061981-09-30UEmpMed6.8
16071981-10-31UEmpMed6.9
16081981-11-30UEmpMed6.9
16091981-12-31UEmpMed7.1
16101982-01-31UEmpMed7.5
16111982-02-28UEmpMed7.7
16121982-03-31UEmpMed8.1
16131982-04-30UEmpMed8.5
16141982-05-31UEmpMed9.5
16151982-06-30UEmpMed8.5
16161982-07-31UEmpMed8.7
16171982-08-31UEmpMed9.5
16181982-09-30UEmpMed9.7
16191982-10-31UEmpMed10.0
16201982-11-30UEmpMed10.2
16211982-12-31UEmpMed11.1
16221983-01-31UEmpMed9.8
16231983-02-28UEmpMed10.4
16241983-03-31UEmpMed10.9
16251983-04-30UEmpMed12.3
16261983-05-31UEmpMed11.3
16271983-06-30UEmpMed10.1
16281983-07-31UEmpMed9.3
16291983-08-31UEmpMed9.3
16301983-09-30UEmpMed9.4
16311983-10-31UEmpMed9.3
16321983-11-30UEmpMed8.7
16331983-12-31UEmpMed9.1
16341984-01-31UEmpMed8.3
16351984-02-29UEmpMed8.3
16361984-03-31UEmpMed8.2
16371984-04-30UEmpMed9.1
16381984-05-31UEmpMed7.5
16391984-06-30UEmpMed7.5
16401984-07-31UEmpMed7.3
16411984-08-31UEmpMed7.6
16421984-09-30UEmpMed7.2
16431984-10-31UEmpMed7.2
16441984-11-30UEmpMed7.3
16451984-12-31UEmpMed6.8
16461985-01-31UEmpMed7.1
16471985-02-28UEmpMed7.1
16481985-03-31UEmpMed6.9
16491985-04-30UEmpMed6.9
16501985-05-31UEmpMed6.6
16511985-06-30UEmpMed6.9
16521985-07-31UEmpMed7.1
16531985-08-31UEmpMed6.9
16541985-09-30UEmpMed7.1
16551985-10-31UEmpMed7.0
16561985-11-30UEmpMed6.8
16571985-12-31UEmpMed6.7
16581986-01-31UEmpMed6.9
16591986-02-28UEmpMed6.8
16601986-03-31UEmpMed6.7
16611986-04-30UEmpMed6.8
16621986-05-31UEmpMed7.0
16631986-06-30UEmpMed6.9
16641986-07-31UEmpMed7.1
16651986-08-31UEmpMed7.4
16661986-09-30UEmpMed7.0
16671986-10-31UEmpMed7.1
16681986-11-30UEmpMed7.1
16691986-12-31UEmpMed6.9
16701987-01-31UEmpMed6.6
16711987-02-28UEmpMed6.6
16721987-03-31UEmpMed7.1
16731987-04-30UEmpMed6.6
16741987-05-31UEmpMed6.5
16751987-06-30UEmpMed6.5
16761987-07-31UEmpMed6.4
16771987-08-31UEmpMed6.0
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16791987-10-31UEmpMed6.2
16801987-11-30UEmpMed6.0
16811987-12-31UEmpMed6.2
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16841988-03-31UEmpMed5.9
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16891988-08-31UEmpMed5.7
16901988-09-30UEmpMed5.6
16911988-10-31UEmpMed5.7
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16931988-12-31UEmpMed5.6
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16951989-02-28UEmpMed5.4
16961989-03-31UEmpMed5.4
16971989-04-30UEmpMed5.3
16981989-05-31UEmpMed5.4
16991989-06-30UEmpMed5.6
17001989-07-31UEmpMed5.0
17011989-08-31UEmpMed4.9
17021989-09-30UEmpMed4.9
17031989-10-31UEmpMed4.8
17041989-11-30UEmpMed4.9
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17081990-03-31UEmpMed4.8
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17211991-04-30UEmpMed6.4
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17361992-07-31UEmpMed8.8
17371992-08-31UEmpMed8.6
17381992-09-30UEmpMed9.0
17391992-10-31UEmpMed9.0
17401992-11-30UEmpMed9.3
17411992-12-31UEmpMed8.6
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17431993-02-28UEmpMed8.5
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17451993-04-30UEmpMed8.1
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17481993-07-31UEmpMed8.2
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17501993-09-30UEmpMed8.0
17511993-10-31UEmpMed8.3
17521993-11-30UEmpMed8.3
17531993-12-31UEmpMed8.6
17541994-01-31UEmpMed9.2
17551994-02-28UEmpMed9.3
17561994-03-31UEmpMed9.1
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17601994-07-31UEmpMed8.9
17611994-08-31UEmpMed9.2
17621994-09-30UEmpMed10.0
17631994-10-31UEmpMed9.0
17641994-11-30UEmpMed8.7
17651994-12-31UEmpMed8.0
17661995-01-31UEmpMed8.1
17671995-02-28UEmpMed8.3
17681995-03-31UEmpMed8.3
17691995-04-30UEmpMed9.1
17701995-05-31UEmpMed7.9
17711995-06-30UEmpMed8.5
17721995-07-31UEmpMed8.3
17731995-08-31UEmpMed7.9
17741995-09-30UEmpMed8.2
17751995-10-31UEmpMed8.0
17761995-11-30UEmpMed8.3
17771995-12-31UEmpMed8.3
17781996-01-31UEmpMed7.8
17791996-02-29UEmpMed8.3
17801996-03-31UEmpMed8.6
17811996-04-30UEmpMed8.6
17821996-05-31UEmpMed8.3
17831996-06-30UEmpMed8.3
17841996-07-31UEmpMed8.4
17851996-08-31UEmpMed8.5
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17871996-10-31UEmpMed7.7
17881996-11-30UEmpMed7.8
17891996-12-31UEmpMed7.8
17901997-01-31UEmpMed8.1
17911997-02-28UEmpMed7.9
17921997-03-31UEmpMed8.3
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17941997-05-31UEmpMed8.0
17951997-06-30UEmpMed8.3
17961997-07-31UEmpMed7.8
17971997-08-31UEmpMed8.2
17981997-09-30UEmpMed7.7
17991997-10-31UEmpMed7.6
18001997-11-30UEmpMed7.5
18011997-12-31UEmpMed7.4
18021998-01-31UEmpMed7.0
18031998-02-28UEmpMed6.8
18041998-03-31UEmpMed6.7
18051998-04-30UEmpMed6.0
18061998-05-31UEmpMed6.9
18071998-06-30UEmpMed6.7
18081998-07-31UEmpMed6.8
18091998-08-31UEmpMed6.7
18101998-09-30UEmpMed5.8
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18141999-01-31UEmpMed6.8
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18522002-03-31UEmpMed8.9
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22251993-06-30Unemploy8930.0
22261993-07-31Unemploy8763.0
22271993-08-31Unemploy8714.0
22281993-09-30Unemploy8750.0
22291993-10-31Unemploy8542.0
22301993-11-30Unemploy8477.0
22311993-12-31Unemploy8630.0
22321994-01-31Unemploy8583.0
22331994-02-28Unemploy8470.0
22341994-03-31Unemploy8331.0
22351994-04-30Unemploy7915.0
22361994-05-31Unemploy7927.0
22371994-06-30Unemploy7946.0
22381994-07-31Unemploy7933.0
22391994-08-31Unemploy7734.0
22401994-09-30Unemploy7632.0
22411994-10-31Unemploy7375.0
22421994-11-30Unemploy7230.0
22431994-12-31Unemploy7375.0
22441995-01-31Unemploy7187.0
22451995-02-28Unemploy7153.0
22461995-03-31Unemploy7645.0
22471995-04-30Unemploy7430.0
22481995-05-31Unemploy7427.0
22491995-06-30Unemploy7527.0
22501995-07-31Unemploy7484.0
22511995-08-31Unemploy7478.0
22521995-09-30Unemploy7328.0
22531995-10-31Unemploy7426.0
22541995-11-30Unemploy7423.0
22551995-12-31Unemploy7491.0
22561996-01-31Unemploy7313.0
22571996-02-29Unemploy7318.0
22581996-03-31Unemploy7415.0
22591996-04-30Unemploy7423.0
22601996-05-31Unemploy7095.0
22611996-06-30Unemploy7337.0
22621996-07-31Unemploy6882.0
22631996-08-31Unemploy6979.0
22641996-09-30Unemploy7031.0
22651996-10-31Unemploy7236.0
22661996-11-30Unemploy7253.0
22671996-12-31Unemploy7158.0
22681997-01-31Unemploy7102.0
22691997-02-28Unemploy7000.0
22701997-03-31Unemploy6873.0
22711997-04-30Unemploy6655.0
22721997-05-31Unemploy6799.0
22731997-06-30Unemploy6655.0
22741997-07-31Unemploy6608.0
22751997-08-31Unemploy6656.0
22761997-09-30Unemploy6454.0
22771997-10-31Unemploy6308.0
22781997-11-30Unemploy6476.0
22791997-12-31Unemploy6368.0
22801998-01-31Unemploy6306.0
22811998-02-28Unemploy6422.0
22821998-03-31Unemploy5941.0
22831998-04-30Unemploy6047.0
22841998-05-31Unemploy6212.0
22851998-06-30Unemploy6259.0
22861998-07-31Unemploy6179.0
22871998-08-31Unemploy6300.0
22881998-09-30Unemploy6280.0
22891998-10-31Unemploy6100.0
22901998-11-30Unemploy6032.0
22911998-12-31Unemploy5976.0
22921999-01-31Unemploy6111.0
22931999-02-28Unemploy5783.0
22941999-03-31Unemploy6004.0
22951999-04-30Unemploy5796.0
22961999-05-31Unemploy5951.0
22971999-06-30Unemploy6025.0
22981999-07-31Unemploy5838.0
22991999-08-31Unemploy5915.0
23001999-09-30Unemploy5778.0
23011999-10-31Unemploy5716.0
23021999-11-30Unemploy5653.0
23031999-12-31Unemploy5708.0
23042000-01-31Unemploy5858.0
23052000-02-29Unemploy5733.0
23062000-03-31Unemploy5481.0
23072000-04-30Unemploy5758.0
23082000-05-31Unemploy5651.0
23092000-06-30Unemploy5747.0
23102000-07-31Unemploy5853.0
23112000-08-31Unemploy5625.0
23122000-09-30Unemploy5534.0
23132000-10-31Unemploy5639.0
23142000-11-30Unemploy5634.0
23152000-12-31Unemploy6023.0
23162001-01-31Unemploy6089.0
23172001-02-28Unemploy6141.0
23182001-03-31Unemploy6271.0
23192001-04-30Unemploy6226.0
23202001-05-31Unemploy6484.0
23212001-06-30Unemploy6583.0
23222001-07-31Unemploy7042.0
23232001-08-31Unemploy7142.0
23242001-09-30Unemploy7694.0
23252001-10-31Unemploy8003.0
23262001-11-30Unemploy8258.0
23272001-12-31Unemploy8182.0
23282002-01-31Unemploy8215.0
23292002-02-28Unemploy8304.0
23302002-03-31Unemploy8599.0
23312002-04-30Unemploy8399.0
23322002-05-31Unemploy8393.0
23332002-06-30Unemploy8390.0
23342002-07-31Unemploy8304.0
23352002-08-31Unemploy8251.0
23362002-09-30Unemploy8307.0
23372002-10-31Unemploy8520.0
23382002-11-30Unemploy8640.0
23392002-12-31Unemploy8523.0
23402003-01-31Unemploy8622.0
23412003-02-28Unemploy8576.0
23422003-03-31Unemploy8833.0
23432003-04-30Unemploy8948.0
23442003-05-31Unemploy9254.0
23452003-06-30Unemploy9018.0
23462003-07-31Unemploy8894.0
23472003-08-31Unemploy8928.0
23482003-09-30Unemploy8731.0
23492003-10-31Unemploy8590.0
23502003-11-30Unemploy8338.0
23512003-12-31Unemploy8367.0
23522004-01-31Unemploy8171.0
23532004-02-29Unemploy8452.0
23542004-03-31Unemploy8155.0
23552004-04-30Unemploy8197.0
23562004-05-31Unemploy8259.0
23572004-06-30Unemploy8163.0
23582004-07-31Unemploy7993.0
23592004-08-31Unemploy7953.0
23602004-09-30Unemploy8052.0
23612004-10-31Unemploy7950.0
23622004-11-30Unemploy7997.0
23632004-12-31Unemploy7756.0
23642005-01-31Unemploy7966.0
23652005-02-28Unemploy7683.0
23662005-03-31Unemploy7657.0
23672005-04-30Unemploy7656.0
23682005-05-31Unemploy7507.0
23692005-06-30Unemploy7464.0
23702005-07-31Unemploy7360.0
23712005-08-31Unemploy7606.0
23722005-09-30Unemploy7436.0
23732005-10-31Unemploy7548.0
23742005-11-30Unemploy7331.0
23752005-12-31Unemploy7023.0
23762006-01-31Unemploy7158.0
23772006-02-28Unemploy7009.0
23782006-03-31Unemploy7098.0
23792006-04-30Unemploy7006.0
23802006-05-31Unemploy6984.0
23812006-06-30Unemploy7228.0
23822006-07-31Unemploy7116.0
23832006-08-31Unemploy6912.0
23842006-09-30Unemploy6715.0
23852006-10-31Unemploy6826.0
23862006-11-30Unemploy6849.0
23872006-12-31Unemploy7017.0
23882007-01-31Unemploy6865.0
23892007-02-28Unemploy6724.0
23902007-03-31Unemploy6801.0

geom_line is suitable for time series

ggplot(economics, @aes(x = Date, y = Unemploy)) + geom_line()

```@example geom_lines ggplot(economics) + [geom_line(aes(x = :Date, y = v)) for v in [:Unemploy, :PCE, :Pop]]

using Dates

xdates = Date.(["2025-02-17", "2025-02-18"]) xnums = [1, 2] nums1 = [1, 2] nums2 = [3, 4]

f, _, pl = lines(xdates, nums1) lines!(f[1,1], xdates, nums2)

Makie.plot( Makie.SpecApi.GridLayout( Makie.SpecApi.Axis( plots=[ Makie.PlotSpec( :Lines, xdates, nums1), Makie.PlotSpec( :Lines, xdates, nums2) ] ) ) )

ggplot(penguins, @aes(x = bill_length_mm, y = bill_depth_mm)) + geom_path()

xs = range(0, 2pi, length=30) df = DataFrame(x = xs, y = sin.(xs))

ggplot(df, @aes(x = x, y = y)) + geom_step() ```


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