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Boxes and whiskers — generated by Stable Diffusion XL v1.0 2024 8 (2) (WBS) 2024 8 (2) — 2024-11 – p.1/17

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https://speakerdeck.com/ks91/collections/corporate-data-analysis-2024-winter 2024 8 (2) — 2024-11 – p.2/17

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( 20 ) 1 • 2 R • 3 • 4 • 5 • 6 ( ) • 7 (1) • 8 (2) • 9 R ( ) (1) 10 R ( ) (2) 11 R ( ) (1) 12 R ( ) (2) 13 GPT-4 14 GPT-4 15 ( ) LaTeX Overleaf 8 (12/16 ) / (2 ) OK / 2024 8 (2) — 2024-11 – p.3/17

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y 3D (3 ) 3D 2024 8 (2) — 2024-11 – p.4/17

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2 R "yyyy-mm-dd" 1970 1 1 0 ( → : “Dec 03”) y x 2 cda-demo “ -2.R” Git “ -2.R” 1 2024 8 (2) — 2024-11 – p.5/17

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y (1/2) (?) “ .txt” 1 1 <- read.table(" .txt", header=T) x y par(oma=c(0, 0, 0, 2)) # plot(as.Date( 1$ ), 1$ , type="o", lty=1, pch=1, col=4, ylim=c(0, 8), axes=F, xlab=" (2023 )", ylab=" ", main=" 1 ") axis.Date(1, format="%m/%d") # x ( / )(%m = )(%d = ) ‘as.Date(. . .)’ ( plot ) ‘axis.Date(. . .)’ 1 1 = , 2 = , 3 = , 4 = (‘side’ ) ‘format’ (‘as.Date( . . . )’ ) 2024 8 (2) — 2024-11 – p.6/17

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y (2/2) y y y axis(2, line=0.5, col=4) # y par(new=T) plot(as.Date( 1$ ), 1$ , type="o", lty=2, pch=2, col=2, ylim=c(0, 7), axes=F, ann=F) mtext(" ", side=4, line=3) axis(4, line=0.5, lty=2, col=2) # y par(oma=c(0, 0, 0, 0)) # ‘axis(. . .)’ ‘line’ ‘mtext(. . .)’ 2024 8 (2) — 2024-11 – p.7/17

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࠶ࡿ1㐌㛫ࡢணᐃ௳ᩘ࡜ᣊ᮰᫬㛫 ᪥௜ (2023ᖺ) ணᐃࡢ௳ᩘ 12/03 12/05 12/07 12/09 0 2 4 6 8 ᣊ᮰ࡉࢀࡓ᫬㛫 0 1 2 3 4 5 6 7 2024 8 (2) — 2024-11 – p.8/17

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3D 3 3D × ( ) 3 . . . 2024 8 (2) — 2024-11 – p.9/17

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3 (1/2) (3D ) install.packages("scatterplot3d") library(scatterplot3d) 2 2 <- read.table("data-interval-100.txt") 1 a ( ) · 2 ( : %) ( ) 3 ( : %) 2024 8 (2) — 2024-11 – p.10/17

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3 (2/2) 3D scatterplot3d(x = 2$V1, y = 2$V2, z = 2$V3, pch=20, highlight.3d = TRUE, type ="h", lwd = 2, angle = 50, xlab=" a ", ylab=" (%)", zlab=" (%)") ‘scatterplot3d(. . .)’ 3D plot x, y, z ‘highlight.3d’ y ‘angle’ x y 2024 8 (2) — 2024-11 – p.11/17

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10 20 30 40 50 0 20 40 60 80 100 0 10 20 30 40 50 ࣃ࣓࣮ࣛࢱa ࡢ኱ࡁࡉ ࢹ࣮ࢱᦆኻ⋡ (%) ᚓࡽࢀࡓࢹ࣮ࢱࡢ᳨ドྍ⬟ᛶ (%) 2024 8 (2) — 2024-11 – p.12/17

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5 1 3D 5 par(mfrow=c(2, 3)) for (x in 1:5) { a <- x * 10 plot( 2[ 2$V1==a, 2], 2[ 2$V1==a, 3], type="o", ylim=c(0, 100), xlab=" (%)", ylab=" (%)", main=paste("a=", a)) } par(mfrow=c(1, 1)) ‘mfrow=c(2, 3)’ 2 3 a 10, 20, 30, 40, 50 5 2024 8 (2) — 2024-11 – p.13/17

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0 10 20 30 40 0 20 60 100 a= 10 ࢹ࣮ࢱᦆኻ⋡ (%) 0 10 20 30 40 0 20 60 100 a= 20 ࢹ࣮ࢱᦆኻ⋡ (%) ᳨ドྍ⬟ᛶ 0 10 20 30 40 0 20 60 100 a= 30 ࢹ࣮ࢱᦆኻ⋡ (%) ᳨ドྍ⬟ᛶ 0 10 20 30 40 0 20 60 100 a= 40 ࢹ࣮ࢱᦆኻ⋡ (%) 0 10 20 30 40 0 20 60 100 a= 50 ࢹ࣮ࢱᦆኻ⋡ (%) ᳨ドྍ⬟ᛶ 2024 8 (2) — 2024-11 – p.14/17

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. . . 1 for (x in 1:5) { a <- x * 10 plot( 2[ 2$V1==a, 2], 2[ 2$V1==a, 3], type="o", lty=x, pch=x, col=x, ylim=c(0, 100), xlim=c(0, 50), axes=F, ann=F) par(new=T) } axis(1) axis(2) mtext(" (%)", side=1, line=2) mtext(" (%)", side=2, line=2) legend("bottomleft", legend=c("a=50", "a=40", "a=30", "a=20", "a=10"), lty=5:1, pch=5:1, col=5:1) box() # 2024 8 (2) — 2024-11 – p.15/17

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0 10 20 30 40 50 0 20 40 60 80 100 ࢹ࣮ࢱᦆኻ⋡ (%) ᳨ドྍ⬟ᛶ (%) a=50 a=40 a=30 a=20 a=10 2024 8 (2) — 2024-11 – p.16/17

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2024 8 (2) — 2024-11 – p.17/17