From 96f9ab8f59ea6f78842040c37ce3e694ac9007fb Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Tue, 19 May 2026 02:10:30 +0000 Subject: [PATCH 1/5] feat(ggplot2): implement bar-race-animated --- .../implementations/r/ggplot2.R | 84 +++++++++++++++++++ 1 file changed, 84 insertions(+) create mode 100644 plots/bar-race-animated/implementations/r/ggplot2.R diff --git a/plots/bar-race-animated/implementations/r/ggplot2.R b/plots/bar-race-animated/implementations/r/ggplot2.R new file mode 100644 index 0000000000..e14d9df7fa --- /dev/null +++ b/plots/bar-race-animated/implementations/r/ggplot2.R @@ -0,0 +1,84 @@ +#' anyplot.ai +#' bar-race-animated: Animated Bar Chart Race +#' Library: ggplot2 | R 4.x +#' Quality: pending | Created: 2026-05-19 + +library(ggplot2) +library(dplyr) +library(scales) +library(ragg) +library(gapminder) + +# Theme tokens +THEME <- Sys.getenv("ANYPLOT_THEME", "light") +PAGE_BG <- if (THEME == "light") "#FAF8F1" else "#1A1A17" +ELEVATED_BG <- if (THEME == "light") "#FFFDF6" else "#242420" +INK <- if (THEME == "light") "#1A1A17" else "#F0EFE8" +INK_SOFT <- if (THEME == "light") "#4A4A44" else "#B8B7B0" +OKABE_ITO <- c("#009E73", "#D55E00", "#0072B2", "#CC79A7", + "#E69F00", "#56B4E9", "#F0E442") + +# Data — top 10 countries by GDP per capita at 6 key snapshots +years_snap <- c(1952, 1967, 1977, 1987, 1997, 2007) + +df_snap <- gapminder::gapminder |> + filter(year %in% years_snap) |> + group_by(year) |> + slice_max(gdpPercap, n = 10, with_ties = FALSE) |> + ungroup() |> + mutate( + cntry_yr = paste0(country, "___", year), + cntry_yr = reorder(cntry_yr, gdpPercap) + ) + +continent_colors <- setNames( + OKABE_ITO[1:5], + c("Africa", "Americas", "Asia", "Europe", "Oceania") +) + +# Plot — small multiples replacing animation; each facet is one time snapshot +p <- ggplot(df_snap, aes(x = cntry_yr, y = gdpPercap, fill = continent)) + + geom_col(width = 0.8, alpha = 0.9) + + coord_flip() + + scale_x_discrete(labels = function(x) sub("___.*", "", x)) + + scale_y_continuous(labels = label_dollar(scale = 1e-3, suffix = "K")) + + scale_fill_manual(values = continent_colors, name = "Continent") + + facet_wrap(~year, scales = "free", nrow = 2) + + labs( + title = "GDP per Capita Rankings · bar-race-animated · r · ggplot2 · anyplot.ai", + x = NULL, + y = "GDP per Capita (USD)" + ) + + theme_minimal(base_size = 14) + + theme( + plot.background = element_rect(fill = PAGE_BG, color = PAGE_BG), + panel.background = element_rect(fill = PAGE_BG, color = NA), + panel.grid.major.y = element_blank(), + panel.grid.major.x = element_line(color = INK_SOFT, linewidth = 0.25), + panel.grid.minor = element_blank(), + axis.title.x = element_text(color = INK, size = 18), + axis.title.y = element_blank(), + axis.text.x = element_text(color = INK_SOFT, size = 11), + axis.text.y = element_text(color = INK, size = 12), + plot.title = element_text(color = INK, size = 20, face = "bold", + margin = margin(b = 15)), + legend.background = element_rect(fill = ELEVATED_BG, color = INK_SOFT, + linewidth = 0.3), + legend.text = element_text(color = INK_SOFT, size = 14), + legend.title = element_text(color = INK, size = 16), + legend.position = "bottom", + strip.text = element_text(color = INK, size = 16, face = "bold"), + strip.background = element_rect(fill = ELEVATED_BG, color = NA), + plot.margin = margin(15, 15, 10, 15) + ) + +# Save +ggsave( + filename = sprintf("plot-%s.png", THEME), + plot = p, + device = ragg::agg_png, + width = 16, + height = 9, + units = "in", + dpi = 300 +) From dc25ecdc9fc54266482f9db85f97846772d5e080 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Tue, 19 May 2026 02:10:39 +0000 Subject: [PATCH 2/5] chore(ggplot2): add metadata for bar-race-animated --- .../bar-race-animated/metadata/r/ggplot2.yaml | 21 +++++++++++++++++++ 1 file changed, 21 insertions(+) create mode 100644 plots/bar-race-animated/metadata/r/ggplot2.yaml diff --git a/plots/bar-race-animated/metadata/r/ggplot2.yaml b/plots/bar-race-animated/metadata/r/ggplot2.yaml new file mode 100644 index 0000000000..5f03dc58a0 --- /dev/null +++ b/plots/bar-race-animated/metadata/r/ggplot2.yaml @@ -0,0 +1,21 @@ +# Per-library metadata for ggplot2 implementation of bar-race-animated +# Auto-generated by impl-generate.yml + +library: ggplot2 +language: r +specification_id: bar-race-animated +created: '2026-05-19T02:10:39Z' +updated: '2026-05-19T02:10:39Z' +generated_by: claude-sonnet +workflow_run: 26071722470 +issue: 3653 +language_version: 4.4.1 +library_version: 3.5.1 +preview_url_light: https://storage.googleapis.com/anyplot-images/plots/bar-race-animated/r/ggplot2/plot-light.png +preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/bar-race-animated/r/ggplot2/plot-dark.png +preview_html_light: null +preview_html_dark: null +quality_score: null +review: + strengths: [] + weaknesses: [] From aa4489229d19c16664e1c0bf4dd25ceb99f95175 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Tue, 19 May 2026 02:15:53 +0000 Subject: [PATCH 3/5] chore(ggplot2): update quality score 83 and review feedback for bar-race-animated --- .../implementations/r/ggplot2.R | 4 +- .../bar-race-animated/metadata/r/ggplot2.yaml | 246 +++++++++++++++++- 2 files changed, 241 insertions(+), 9 deletions(-) diff --git a/plots/bar-race-animated/implementations/r/ggplot2.R b/plots/bar-race-animated/implementations/r/ggplot2.R index e14d9df7fa..79726fd22d 100644 --- a/plots/bar-race-animated/implementations/r/ggplot2.R +++ b/plots/bar-race-animated/implementations/r/ggplot2.R @@ -1,7 +1,7 @@ #' anyplot.ai #' bar-race-animated: Animated Bar Chart Race -#' Library: ggplot2 | R 4.x -#' Quality: pending | Created: 2026-05-19 +#' Library: ggplot2 3.5.1 | R 4.4.1 +#' Quality: 83/100 | Created: 2026-05-19 library(ggplot2) library(dplyr) diff --git a/plots/bar-race-animated/metadata/r/ggplot2.yaml b/plots/bar-race-animated/metadata/r/ggplot2.yaml index 5f03dc58a0..30a87c8217 100644 --- a/plots/bar-race-animated/metadata/r/ggplot2.yaml +++ b/plots/bar-race-animated/metadata/r/ggplot2.yaml @@ -1,11 +1,8 @@ -# Per-library metadata for ggplot2 implementation of bar-race-animated -# Auto-generated by impl-generate.yml - library: ggplot2 language: r specification_id: bar-race-animated created: '2026-05-19T02:10:39Z' -updated: '2026-05-19T02:10:39Z' +updated: '2026-05-19T02:15:53Z' generated_by: claude-sonnet workflow_run: 26071722470 issue: 3653 @@ -15,7 +12,242 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/bar-race- preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/bar-race-animated/r/ggplot2/plot-dark.png preview_html_light: null preview_html_dark: null -quality_score: null +quality_score: 83 review: - strengths: [] - weaknesses: [] + strengths: + - Uses real gapminder data for historically accurate, meaningful GDP per capita + rankings + - Correctly implements small-multiples (facet_wrap) as the static alternative to + animation, per library spec + - 'Idiomatic ggplot2: facet_wrap with free scales, coord_flip, reorder() trick with + ''___'' separator for per-facet sorted bars' + - Correct Okabe-Ito palette mapping (Africa=#009E73 as first categorical series) + - 'Full theme-adaptive chrome: PAGE_BG, INK, INK_SOFT tokens applied correctly to + both light and dark renders' + - 'Perfect title format: ''GDP per Capita Rankings · bar-race-animated · r · ggplot2 + · anyplot.ai''' + - 'Clean code: no functions/classes, deterministic data, all imports used' + weaknesses: + - Tick label and country name font sizes (axis.text.x=11, axis.text.y=12) are significantly + below the 16pt recommendation for a 4800x2700 canvas — country names in smaller + facets may be hard to read at full resolution + - Plot title font size (20pt) is below the 24pt recommendation; axis title is 18pt + vs recommended 20pt + - Missing set.seed(42) — required by library guide even when data is deterministic + - No value annotations on bars (e.g. dollar values at bar ends) which would add + clarity in a bar-race context + - Design is clean but lacks a focal point or storytelling emphasis — no highlighted + country trajectory, no annotation of notable events + image_description: |- + Light render (plot-light.png): + Background: Warm off-white #FAF8F1 — correct, fills the full canvas including between facets + Chrome: Title "GDP per Capita Rankings · bar-race-animated · r · ggplot2 · anyplot.ai" in dark bold text (readable, though 20pt is below recommended 24pt). Strip year labels (1952–2007) are bold and clear. X-axis label "GDP per Capita (USD)" is readable. Country names on y-axis are small (12pt) but legible. Dollar tick labels on x-axis are small (11pt) but readable. Legend at bottom shows continent colors with readable text. + Data: Horizontal bars colored by continent — Africa (#009E73 green), Americas (#D55E00 orange), Asia (#0072B2 blue), Europe (#CC79A7 purple), Oceania (#E69F00 yellow-orange). 6 facets in 2×3 grid show top-10 countries for years 1952, 1967, 1977, 1987, 1997, 2007. Kuwait dominates 1952 and remains high. Norway rises significantly by 2007. + Legibility verdict: PASS — all text is readable against the light background, no light-on-light failures. + + Dark render (plot-dark.png): + Background: Warm near-black #1A1A17 — correct, fills canvas completely + Chrome: Title in light (#F0EFE8) text — fully readable. Strip year labels are white and bold. Country names on y-axis in light text — readable. X-axis tick labels in lighter secondary color — readable. Legend shows identical continent colors with light text against elevated dark background (#242420). No dark-on-dark failures detected. + Data: Bar colors are identical to the light render — Africa green, Americas orange, Asia blue, Europe purple, Oceania yellow-orange. The consistency is correct. Subtle white x-axis grid lines visible against the dark background. + Legibility verdict: PASS — all text is readable against the dark background, chrome adapts correctly. + criteria_checklist: + visual_quality: + score: 25 + max: 30 + items: + - id: VQ-01 + name: Text Legibility + score: 5 + max: 8 + passed: true + comment: axis.text.x=11pt and axis.text.y=12pt significantly below 16pt recommendation; + title 20pt vs 24pt recommended; all text is still readable but undersized + for 4800x2700 canvas + - id: VQ-02 + name: No Overlap + score: 5 + max: 6 + passed: true + comment: No text collisions visible; slight crowding in some facets but no + overlaps + - id: VQ-03 + name: Element Visibility + score: 6 + max: 6 + passed: true + comment: All bars clearly visible; good color contrast; bars fill facets well + - id: VQ-04 + name: Color Accessibility + score: 2 + max: 2 + passed: true + comment: Okabe-Ito palette is CVD-safe; 5 continents well-differentiated + - id: VQ-05 + name: Layout & Canvas + score: 3 + max: 4 + passed: true + comment: 2x3 facet grid works well for 6 time points; slightly cramped within + panels but nothing cut off + - id: VQ-06 + name: Axis Labels & Title + score: 2 + max: 2 + passed: true + comment: X-axis 'GDP per Capita (USD)' is descriptive with units; no y-axis + title needed (country names are self-explanatory) + - id: VQ-07 + name: Palette Compliance + score: 2 + max: 2 + passed: true + comment: 'Africa=#009E73 as first categorical series; full Okabe-Ito order + for 5 continents; background #FAF8F1 light / #1A1A17 dark; both renders + theme-correct' + design_excellence: + score: 11 + max: 20 + items: + - id: DE-01 + name: Aesthetic Sophistication + score: 5 + max: 8 + passed: true + comment: 'Above default (4): intentional continent-based color hierarchy, + sorted bars per facet are elegant, clean professional look' + - id: DE-02 + name: Visual Refinement + score: 3 + max: 6 + passed: true + comment: 'Above default (2): y-axis grid removed, x-axis grid very subtle + (0.25 linewidth), strip backgrounds use elevated colors, clean whitespace' + - id: DE-03 + name: Data Storytelling + score: 3 + max: 6 + passed: true + comment: 'Above default (2): 6 time-point progression tells a clear story + of GDP rank evolution; continent colors reveal geographic patterns; but + no highlighted trajectory or focal point annotation' + spec_compliance: + score: 15 + max: 15 + items: + - id: SC-01 + name: Plot Type + score: 5 + max: 5 + passed: true + comment: Small multiples grid is the correct static alternative for ggplot2 + (per library spec and spec notes) + - id: SC-02 + name: Required Features + score: 4 + max: 4 + passed: true + comment: Bars sorted per time-point, entity labels on y-axis, time indicator + via facet labels, consistent entity colors + - id: SC-03 + name: Data Mapping + score: 3 + max: 3 + passed: true + comment: X=GDP per capita value, Y=ranked countries, color=continent, facets=time + - id: SC-04 + name: Title & Legend + score: 3 + max: 3 + passed: true + comment: Title 'GDP per Capita Rankings · bar-race-animated · r · ggplot2 + · anyplot.ai' matches required format; legend labels are continent names + data_quality: + score: 14 + max: 15 + items: + - id: DQ-01 + name: Feature Coverage + score: 5 + max: 6 + passed: true + comment: Shows ranked bars, time evolution, entity tracking, category coloring; + missing value annotations on bar ends + - id: DQ-02 + name: Realistic Context + score: 5 + max: 5 + passed: true + comment: gapminder dataset is real historical data; GDP per capita values + are authentic and neutral + - id: DQ-03 + name: Appropriate Scale + score: 4 + max: 4 + passed: true + comment: $0K-$90K range is realistic; dollar formatting with K suffix is appropriate + code_quality: + score: 10 + max: 10 + items: + - id: CQ-01 + name: KISS Structure + score: 3 + max: 3 + passed: true + comment: Linear script, no functions or classes + - id: CQ-02 + name: Reproducibility + score: 2 + max: 2 + passed: true + comment: 'Deterministic: gapminder is a fixed dataset, no random elements' + - id: CQ-03 + name: Clean Imports + score: 2 + max: 2 + passed: true + comment: All 5 imports (ggplot2, dplyr, scales, ragg, gapminder) are used + - id: CQ-04 + name: Code Elegance + score: 2 + max: 2 + passed: true + comment: Clever '___' separator trick for per-facet sorted bars; idiomatic + dplyr piping; no fake UI + - id: CQ-05 + name: Output & API + score: 1 + max: 1 + passed: true + comment: Saves as plot-{THEME}.png via sprintf; uses ragg::agg_png device + library_mastery: + score: 8 + max: 10 + items: + - id: LM-01 + name: Idiomatic Usage + score: 5 + max: 5 + passed: true + comment: 'Excellent grammar-of-graphics usage: aes mapping, facet_wrap, coord_flip, + scale_fill_manual, scale_x_discrete with label function, proper theme layering' + - id: LM-02 + name: Distinctive Features + score: 3 + max: 5 + passed: true + comment: facet_wrap with free scales for per-panel sorting; reorder(cntry_yr, + gdpPercap) with '___' separator is a genuine ggplot2-specific pattern for + sorted faceted bars; above default (1) but not maximally distinctive + verdict: APPROVED +impl_tags: + dependencies: + - gapminder + techniques: + - faceting + patterns: + - dataset-loading + - groupby-aggregation + dataprep: [] + styling: + - alpha-blending From c0a5628f39d4111ff9211260fb6c4646c93571ca Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Tue, 19 May 2026 02:20:12 +0000 Subject: [PATCH 4/5] fix(ggplot2): address review feedback for bar-race-animated Attempt 1/3 - fixes based on AI review --- .../implementations/r/ggplot2.R | 36 +++++++++++++------ 1 file changed, 25 insertions(+), 11 deletions(-) diff --git a/plots/bar-race-animated/implementations/r/ggplot2.R b/plots/bar-race-animated/implementations/r/ggplot2.R index 79726fd22d..93a4a72554 100644 --- a/plots/bar-race-animated/implementations/r/ggplot2.R +++ b/plots/bar-race-animated/implementations/r/ggplot2.R @@ -9,6 +9,8 @@ library(scales) library(ragg) library(gapminder) +set.seed(42) + # Theme tokens THEME <- Sys.getenv("ANYPLOT_THEME", "light") PAGE_BG <- if (THEME == "light") "#FAF8F1" else "#1A1A17" @@ -39,15 +41,25 @@ continent_colors <- setNames( # Plot — small multiples replacing animation; each facet is one time snapshot p <- ggplot(df_snap, aes(x = cntry_yr, y = gdpPercap, fill = continent)) + geom_col(width = 0.8, alpha = 0.9) + + geom_text( + aes(label = label_dollar(scale = 1e-3, suffix = "K", accuracy = 1)(gdpPercap)), + hjust = -0.1, + color = INK_SOFT, + size = 4.5 + ) + coord_flip() + scale_x_discrete(labels = function(x) sub("___.*", "", x)) + - scale_y_continuous(labels = label_dollar(scale = 1e-3, suffix = "K")) + + scale_y_continuous( + labels = label_dollar(scale = 1e-3, suffix = "K"), + expand = expansion(mult = c(0, 0.28)) + ) + scale_fill_manual(values = continent_colors, name = "Continent") + facet_wrap(~year, scales = "free", nrow = 2) + labs( - title = "GDP per Capita Rankings · bar-race-animated · r · ggplot2 · anyplot.ai", - x = NULL, - y = "GDP per Capita (USD)" + title = "GDP per Capita Rankings · bar-race-animated · r · ggplot2 · anyplot.ai", + subtitle = "Kuwait leads in 1952 on oil wealth; European economies — especially Norway — rise to the top by 2007", + x = NULL, + y = "GDP per Capita (USD)" ) + theme_minimal(base_size = 14) + theme( @@ -56,18 +68,20 @@ p <- ggplot(df_snap, aes(x = cntry_yr, y = gdpPercap, fill = continent)) + panel.grid.major.y = element_blank(), panel.grid.major.x = element_line(color = INK_SOFT, linewidth = 0.25), panel.grid.minor = element_blank(), - axis.title.x = element_text(color = INK, size = 18), + axis.title.x = element_text(color = INK, size = 20), axis.title.y = element_blank(), - axis.text.x = element_text(color = INK_SOFT, size = 11), - axis.text.y = element_text(color = INK, size = 12), - plot.title = element_text(color = INK, size = 20, face = "bold", + axis.text.x = element_text(color = INK_SOFT, size = 16), + axis.text.y = element_text(color = INK, size = 16), + plot.title = element_text(color = INK, size = 24, face = "bold", + margin = margin(b = 5)), + plot.subtitle = element_text(color = INK_SOFT, size = 18, margin = margin(b = 15)), legend.background = element_rect(fill = ELEVATED_BG, color = INK_SOFT, linewidth = 0.3), - legend.text = element_text(color = INK_SOFT, size = 14), - legend.title = element_text(color = INK, size = 16), + legend.text = element_text(color = INK_SOFT, size = 16), + legend.title = element_text(color = INK, size = 18), legend.position = "bottom", - strip.text = element_text(color = INK, size = 16, face = "bold"), + strip.text = element_text(color = INK, size = 18, face = "bold"), strip.background = element_rect(fill = ELEVATED_BG, color = NA), plot.margin = margin(15, 15, 10, 15) ) From 07c91ce58a89ca9ba60860ad9adfb2baceed385d Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Tue, 19 May 2026 02:29:51 +0000 Subject: [PATCH 5/5] chore(ggplot2): update quality score 87 and review feedback for bar-race-animated --- .../implementations/r/ggplot2.R | 2 +- .../bar-race-animated/metadata/r/ggplot2.yaml | 155 ++++++++++-------- 2 files changed, 84 insertions(+), 73 deletions(-) diff --git a/plots/bar-race-animated/implementations/r/ggplot2.R b/plots/bar-race-animated/implementations/r/ggplot2.R index 93a4a72554..81143ff2c6 100644 --- a/plots/bar-race-animated/implementations/r/ggplot2.R +++ b/plots/bar-race-animated/implementations/r/ggplot2.R @@ -1,7 +1,7 @@ #' anyplot.ai #' bar-race-animated: Animated Bar Chart Race #' Library: ggplot2 3.5.1 | R 4.4.1 -#' Quality: 83/100 | Created: 2026-05-19 +#' Quality: 87/100 | Created: 2026-05-19 library(ggplot2) library(dplyr) diff --git a/plots/bar-race-animated/metadata/r/ggplot2.yaml b/plots/bar-race-animated/metadata/r/ggplot2.yaml index 30a87c8217..f08a8560f7 100644 --- a/plots/bar-race-animated/metadata/r/ggplot2.yaml +++ b/plots/bar-race-animated/metadata/r/ggplot2.yaml @@ -2,7 +2,7 @@ library: ggplot2 language: r specification_id: bar-race-animated created: '2026-05-19T02:10:39Z' -updated: '2026-05-19T02:15:53Z' +updated: '2026-05-19T02:29:50Z' generated_by: claude-sonnet workflow_run: 26071722470 issue: 3653 @@ -12,90 +12,88 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/bar-race- preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/bar-race-animated/r/ggplot2/plot-dark.png preview_html_light: null preview_html_dark: null -quality_score: 83 +quality_score: 87 review: strengths: - - Uses real gapminder data for historically accurate, meaningful GDP per capita - rankings - - Correctly implements small-multiples (facet_wrap) as the static alternative to - animation, per library spec - - 'Idiomatic ggplot2: facet_wrap with free scales, coord_flip, reorder() trick with - ''___'' separator for per-facet sorted bars' - - Correct Okabe-Ito palette mapping (Africa=#009E73 as first categorical series) - - 'Full theme-adaptive chrome: PAGE_BG, INK, INK_SOFT tokens applied correctly to - both light and dark renders' - - 'Perfect title format: ''GDP per Capita Rankings · bar-race-animated · r · ggplot2 - · anyplot.ai''' - - 'Clean code: no functions/classes, deterministic data, all imports used' + - Correctly implements small multiples (facet_wrap) as the static alternative to + animation, per library spec and spec notes + - 'All font sizes properly set to recommended values: title 24pt, subtitle 18pt, + axis title 20pt, tick labels 16pt, legend 16pt, strip 18pt' + - Value labels on bars add meaningful data context without clutter + - Informative subtitle provides clear narrative insight about the GDP race + - Full theme-adaptive chrome (PAGE_BG, INK, INK_SOFT, ELEVATED_BG) correctly applied + to both themes + - 'Correct Okabe-Ito palette: Africa=#009E73 as first categorical series, full order + for 5 continents' + - The '___' separator trick for per-facet sorted bars is elegant and idiomatic ggplot2 + - set.seed(42) present; all imports used; clean linear script weaknesses: - - Tick label and country name font sizes (axis.text.x=11, axis.text.y=12) are significantly - below the 16pt recommendation for a 4800x2700 canvas — country names in smaller - facets may be hard to read at full resolution - - Plot title font size (20pt) is below the 24pt recommendation; axis title is 18pt - vs recommended 20pt - - Missing set.seed(42) — required by library guide even when data is deterministic - - No value annotations on bars (e.g. dollar values at bar ends) which would add - clarity in a bar-race context - - Design is clean but lacks a focal point or storytelling emphasis — no highlighted - country trajectory, no annotation of notable events + - geom_text value labels at size=4.5 are slightly small for a 4800x2700 canvas; + size 5.5-6.5 would be more legible at full resolution + - Design lacks a focal point — no highlighted country trajectory or callout annotation + to guide viewer attention across the chronological facets + - panel.border is not explicitly removed, leaving a box frame around each facet + panel; adding panel.border = element_blank() would add refinement image_description: |- Light render (plot-light.png): Background: Warm off-white #FAF8F1 — correct, fills the full canvas including between facets - Chrome: Title "GDP per Capita Rankings · bar-race-animated · r · ggplot2 · anyplot.ai" in dark bold text (readable, though 20pt is below recommended 24pt). Strip year labels (1952–2007) are bold and clear. X-axis label "GDP per Capita (USD)" is readable. Country names on y-axis are small (12pt) but legible. Dollar tick labels on x-axis are small (11pt) but readable. Legend at bottom shows continent colors with readable text. - Data: Horizontal bars colored by continent — Africa (#009E73 green), Americas (#D55E00 orange), Asia (#0072B2 blue), Europe (#CC79A7 purple), Oceania (#E69F00 yellow-orange). 6 facets in 2×3 grid show top-10 countries for years 1952, 1967, 1977, 1987, 1997, 2007. Kuwait dominates 1952 and remains high. Norway rises significantly by 2007. + Chrome: Title "GDP per Capita Rankings · bar-race-animated · r · ggplot2 · anyplot.ai" in bold dark ink at 24pt — clearly readable. Subtitle at 18pt in secondary dark ink readable. Strip year labels (1952, 1967, 1977, 1987, 1997, 2007) in bold 18pt on elevated off-white backgrounds. X-axis label "GDP per Capita (USD)" at 20pt readable. Country names on y-axis at 16pt readable. Dollar tick labels on x-axis at 16pt readable. Legend at bottom shows continent colors with readable text. + Data: Horizontal bars colored by continent — Africa (#009E73 green), Americas (#D55E00 orange-red), Asia (#0072B2 blue), Europe (#CC79A7 reddish-purple), Oceania (#E69F00 orange-yellow). 6 facets in 2x3 grid show top-10 countries for years 1952, 1967, 1977, 1987, 1997, 2007. Value labels at bar ends (e.g. $108K for Kuwait in 1952). Bars sorted descending by value. Kuwait dominates 1952; Norway rises to top by 2007. Legibility verdict: PASS — all text is readable against the light background, no light-on-light failures. Dark render (plot-dark.png): Background: Warm near-black #1A1A17 — correct, fills canvas completely - Chrome: Title in light (#F0EFE8) text — fully readable. Strip year labels are white and bold. Country names on y-axis in light text — readable. X-axis tick labels in lighter secondary color — readable. Legend shows identical continent colors with light text against elevated dark background (#242420). No dark-on-dark failures detected. - Data: Bar colors are identical to the light render — Africa green, Americas orange, Asia blue, Europe purple, Oceania yellow-orange. The consistency is correct. Subtle white x-axis grid lines visible against the dark background. + Chrome: Title in primary light ink (#F0EFE8) — fully readable. Subtitle in secondary light ink — readable. Strip year labels in bright light text on dark elevated (#242420) backgrounds. Country names on y-axis in primary light ink — readable. X-axis tick labels in secondary ink token (#B8B7B0) — readable. Legend shows identical continent colors with light text against elevated dark background. No dark-on-dark failures detected; chrome adapts correctly. + Data: Bar colors are identical to the light render — Africa green, Americas orange, Asia blue, Europe purple, Oceania yellow-orange. Consistency is correct. Value labels at bar ends visible in INK_SOFT (#B8B7B0). Subtle x-axis vertical grid lines visible against dark background. Legibility verdict: PASS — all text is readable against the dark background, chrome adapts correctly. criteria_checklist: visual_quality: - score: 25 + score: 27 max: 30 items: - id: VQ-01 name: Text Legibility - score: 5 + score: 7 max: 8 passed: true - comment: axis.text.x=11pt and axis.text.y=12pt significantly below 16pt recommendation; - title 20pt vs 24pt recommended; all text is still readable but undersized - for 4800x2700 canvas + comment: Title 24pt, subtitle 18pt, axis title 20pt, tick labels 16pt, legend + 16pt, strip 18pt all correctly sized; geom_text value labels at size=4.5 + slightly below optimal for 4800x2700 canvas but readable - id: VQ-02 name: No Overlap score: 5 max: 6 passed: true - comment: No text collisions visible; slight crowding in some facets but no - overlaps + comment: No collisions; slight crowding in facets with many short bars but + expand=c(0,0.28) gives adequate space for value labels - id: VQ-03 name: Element Visibility score: 6 max: 6 passed: true - comment: All bars clearly visible; good color contrast; bars fill facets well + comment: All bars clearly visible at alpha=0.9; five continents well-differentiated; + value labels at bar ends add clarity - id: VQ-04 name: Color Accessibility score: 2 max: 2 passed: true - comment: Okabe-Ito palette is CVD-safe; 5 continents well-differentiated + comment: Okabe-Ito is CVD-safe; five continents well-differentiated; no red-green + as sole signal - id: VQ-05 name: Layout & Canvas score: 3 max: 4 passed: true - comment: 2x3 facet grid works well for 6 time points; slightly cramped within - panels but nothing cut off + comment: 2x3 facet grid works well for 6 time snapshots on landscape canvas; + slight internal crowding with 10 bars per panel - id: VQ-06 name: Axis Labels & Title score: 2 max: 2 passed: true - comment: X-axis 'GDP per Capita (USD)' is descriptive with units; no y-axis - title needed (country names are self-explanatory) + comment: GDP per Capita (USD) with units on x-axis; no y-axis label needed + since country names are self-explanatory - id: VQ-07 name: Palette Compliance score: 2 @@ -105,31 +103,34 @@ review: for 5 continents; background #FAF8F1 light / #1A1A17 dark; both renders theme-correct' design_excellence: - score: 11 + score: 14 max: 20 items: - id: DE-01 name: Aesthetic Sophistication - score: 5 + score: 6 max: 8 passed: true comment: 'Above default (4): intentional continent-based color hierarchy, - sorted bars per facet are elegant, clean professional look' + bold title with narrative subtitle, strip backgrounds using elevated colors, + consistent typographic hierarchy; limited by no highlighted trajectory or + focal annotations' - id: DE-02 name: Visual Refinement - score: 3 + score: 4 max: 6 passed: true comment: 'Above default (2): y-axis grid removed, x-axis grid very subtle - (0.25 linewidth), strip backgrounds use elevated colors, clean whitespace' + at 0.25 linewidth, no minor grid, strip backgrounds use ELEVATED_BG; panel.border + not explicitly removed' - id: DE-03 name: Data Storytelling - score: 3 + score: 4 max: 6 passed: true - comment: 'Above default (2): 6 time-point progression tells a clear story - of GDP rank evolution; continent colors reveal geographic patterns; but - no highlighted trajectory or focal point annotation' + comment: 'Above default (2): narrative subtitle gives clear insight; chronological + facet progression tells the arc; continent colors reveal geographic patterns; + no highlighted trajectory or callout annotations' spec_compliance: score: 15 max: 15 @@ -139,21 +140,24 @@ review: score: 5 max: 5 passed: true - comment: Small multiples grid is the correct static alternative for ggplot2 - (per library spec and spec notes) + comment: Small multiples via facet_wrap is the correct and specified static + alternative for ggplot2; correctly renders each time snapshot as a sorted + bar chart - id: SC-02 name: Required Features score: 4 max: 4 passed: true - comment: Bars sorted per time-point, entity labels on y-axis, time indicator - via facet labels, consistent entity colors + comment: Bars sorted by value per time point via slice_max+reorder; entity + labels on y-axis; time indicator via facet strip labels; consistent entity + colors across all frames - id: SC-03 name: Data Mapping score: 3 max: 3 passed: true - comment: X=GDP per capita value, Y=ranked countries, color=continent, facets=time + comment: X=GDP per capita value, Y=ranked countries, fill=continent, facets=year; + all data correctly mapped - id: SC-04 name: Title & Legend score: 3 @@ -161,6 +165,7 @@ review: passed: true comment: Title 'GDP per Capita Rankings · bar-race-animated · r · ggplot2 · anyplot.ai' matches required format; legend labels are continent names + with correct colors data_quality: score: 14 max: 15 @@ -170,21 +175,23 @@ review: score: 5 max: 6 passed: true - comment: Shows ranked bars, time evolution, entity tracking, category coloring; - missing value annotations on bar ends + comment: Shows ranked bars, time evolution, entity tracking, category coloring, + and value annotations; individual country trajectory hard to follow across + facets by nature of format - id: DQ-02 name: Realistic Context score: 5 max: 5 passed: true - comment: gapminder dataset is real historical data; GDP per capita values - are authentic and neutral + comment: Uses real gapminder historical data; GDP per capita values are authentic + and politically neutral - id: DQ-03 name: Appropriate Scale score: 4 max: 4 passed: true - comment: $0K-$90K range is realistic; dollar formatting with K suffix is appropriate + comment: $0K-$108K range is realistic; dollar formatting with K suffix is + appropriate for the domain code_quality: score: 10 max: 10 @@ -194,57 +201,61 @@ review: score: 3 max: 3 passed: true - comment: Linear script, no functions or classes + comment: Linear script with no functions or classes - id: CQ-02 name: Reproducibility score: 2 max: 2 passed: true - comment: 'Deterministic: gapminder is a fixed dataset, no random elements' + comment: set.seed(42) present; gapminder is a fixed deterministic dataset - id: CQ-03 name: Clean Imports score: 2 max: 2 passed: true - comment: All 5 imports (ggplot2, dplyr, scales, ragg, gapminder) are used + comment: All 5 imports (ggplot2, dplyr, scales, ragg, gapminder) are actually + used - id: CQ-04 name: Code Elegance score: 2 max: 2 passed: true - comment: Clever '___' separator trick for per-facet sorted bars; idiomatic - dplyr piping; no fake UI + comment: The '___' separator trick for per-facet sorted bars is a genuine + idiomatic ggplot2 pattern; clean dplyr piping; no fake UI elements - id: CQ-05 name: Output & API score: 1 max: 1 passed: true comment: Saves as plot-{THEME}.png via sprintf; uses ragg::agg_png device + correctly library_mastery: - score: 8 + score: 7 max: 10 items: - id: LM-01 name: Idiomatic Usage - score: 5 + score: 4 max: 5 passed: true - comment: 'Excellent grammar-of-graphics usage: aes mapping, facet_wrap, coord_flip, - scale_fill_manual, scale_x_discrete with label function, proper theme layering' + comment: 'Excellent grammar-of-graphics: aes mapping, facet_wrap with free + scales, coord_flip, scale_fill_manual, scale_x_discrete with label function, + expansion(), proper theme layering; not full 5 due to no panel.border removal' - id: LM-02 name: Distinctive Features score: 3 max: 5 passed: true - comment: facet_wrap with free scales for per-panel sorting; reorder(cntry_yr, - gdpPercap) with '___' separator is a genuine ggplot2-specific pattern for - sorted faceted bars; above default (1) but not maximally distinctive + comment: reorder(cntry_yr, gdpPercap) with '___' separator is a genuine ggplot2-specific + pattern for sorted faceted bars; scales::label_dollar with suffix; expansion(mult) + for label room; above default (1) but not maximally distinctive verdict: APPROVED impl_tags: dependencies: - gapminder techniques: - faceting + - annotations patterns: - dataset-loading - groupby-aggregation