From 50f8ac820ab34d18da678fef0183243e84619316 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sun, 17 May 2026 22:39:39 +0000 Subject: [PATCH 1/3] chore(ggplot2): add metadata for lollipop-grouped --- .../implementations/r/ggplot2.R | 97 +++++++++++++++++++ .../lollipop-grouped/metadata/r/ggplot2.yaml | 21 ++++ 2 files changed, 118 insertions(+) create mode 100644 plots/lollipop-grouped/implementations/r/ggplot2.R create mode 100644 plots/lollipop-grouped/metadata/r/ggplot2.yaml diff --git a/plots/lollipop-grouped/implementations/r/ggplot2.R b/plots/lollipop-grouped/implementations/r/ggplot2.R new file mode 100644 index 0000000000..dc02eb547e --- /dev/null +++ b/plots/lollipop-grouped/implementations/r/ggplot2.R @@ -0,0 +1,97 @@ +#' anyplot.ai +#' lollipop-grouped: Grouped Lollipop Chart +#' Library: ggplot2 | R 4.4 +#' Quality: pending | Created: 2025-05-17 + +library(ggplot2) +library(dplyr) +library(ragg) + +set.seed(42) + +# --- Theme tokens ----------------------------------------------------------- +THEME <- Sys.getenv("ANYPLOT_THEME", "light") +PAGE_BG <- if (THEME == "light") "#FAF8F1" else "#1A1A17" +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 ------------------------------------------------------------------- +# Sales revenue (millions) by product line across regions +data <- tibble::tibble( + region = rep(c("North", "South", "East", "West"), each = 12), + product = rep(rep(c("Product A", "Product B", "Product C"), times = 4), times = 4), + revenue = c( + 2.8, 2.2, 1.9, # North + 3.1, 2.5, 2.1, + 2.4, 1.8, 1.5, + 2.9, 2.3, 1.7, + + 3.2, 2.7, 2.4, # South + 2.9, 2.1, 1.8, + 3.3, 2.8, 2.5, + 3.0, 2.4, 2.0, + + 2.6, 2.0, 1.7, # East + 3.2, 2.6, 2.3, + 2.7, 2.1, 1.9, + 3.1, 2.5, 2.2, + + 3.0, 2.4, 2.1, # West + 2.8, 2.3, 1.9, + 2.9, 2.2, 1.8, + 3.3, 2.7, 2.4 + ) +) + +# --- Plot ------------------------------------------------------------------- +p <- ggplot(data, aes(x = region, y = revenue, color = product)) + + geom_segment( + aes(xend = region, y = 0, yend = revenue), + position = position_dodge(width = 0.6), + linewidth = 0.8, + alpha = 0.6 + ) + + geom_point( + position = position_dodge(width = 0.6), + size = 5, + alpha = 0.9 + ) + + scale_color_manual( + name = "Product", + values = c("Product A" = OKABE_ITO[1], + "Product B" = OKABE_ITO[2], + "Product C" = OKABE_ITO[3]) + ) + + labs( + title = "lollipop-grouped · R · ggplot2 · anyplot.ai", + x = "Region", + y = "Revenue ($ Millions)" + ) + + 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_line(color = INK_SOFT, linewidth = 0.3), + panel.grid.minor = element_blank(), + panel.grid.major.x = element_blank(), + axis.title = element_text(color = INK, size = 20), + axis.text = element_text(color = INK_SOFT, size = 16), + plot.title = element_text(color = INK, size = 24), + legend.background = element_rect(fill = PAGE_BG, color = NA), + legend.text = element_text(color = INK_SOFT, size = 16), + legend.title = element_text(color = INK, size = 18), + legend.position = "right" + ) + +# --- Save ------------------------------------------------------------------- +ggsave( + filename = sprintf("plot-%s.png", THEME), + plot = p, + device = ragg::agg_png, + width = 16, + height = 9, + units = "in", + dpi = 300 +) diff --git a/plots/lollipop-grouped/metadata/r/ggplot2.yaml b/plots/lollipop-grouped/metadata/r/ggplot2.yaml new file mode 100644 index 0000000000..9a0a7019f0 --- /dev/null +++ b/plots/lollipop-grouped/metadata/r/ggplot2.yaml @@ -0,0 +1,21 @@ +# Per-library metadata for ggplot2 implementation of lollipop-grouped +# Auto-generated by impl-generate.yml + +library: ggplot2 +language: r +specification_id: lollipop-grouped +created: '2026-05-17T22:39:38Z' +updated: '2026-05-17T22:39:38Z' +generated_by: claude-haiku +workflow_run: 26004740367 +issue: 3485 +language_version: 4.4.1 +library_version: 3.5.1 +preview_url_light: https://storage.googleapis.com/anyplot-images/plots/lollipop-grouped/r/ggplot2/plot-light.png +preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/lollipop-grouped/r/ggplot2/plot-dark.png +preview_html_light: null +preview_html_dark: null +quality_score: null +review: + strengths: [] + weaknesses: [] From f27534162fcb8082a19c6e45f073d460cb75acc7 Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sun, 17 May 2026 22:43:05 +0000 Subject: [PATCH 2/3] chore(ggplot2): update quality score 89 and review feedback for lollipop-grouped --- .../implementations/r/ggplot2.R | 4 +- .../lollipop-grouped/metadata/r/ggplot2.yaml | 221 +++++++++++++++++- 2 files changed, 216 insertions(+), 9 deletions(-) diff --git a/plots/lollipop-grouped/implementations/r/ggplot2.R b/plots/lollipop-grouped/implementations/r/ggplot2.R index dc02eb547e..2de85fa6fa 100644 --- a/plots/lollipop-grouped/implementations/r/ggplot2.R +++ b/plots/lollipop-grouped/implementations/r/ggplot2.R @@ -1,7 +1,7 @@ #' anyplot.ai #' lollipop-grouped: Grouped Lollipop Chart -#' Library: ggplot2 | R 4.4 -#' Quality: pending | Created: 2025-05-17 +#' Library: ggplot2 3.5.1 | R 4.4.1 +#' Quality: 89/100 | Created: 2026-05-17 library(ggplot2) library(dplyr) diff --git a/plots/lollipop-grouped/metadata/r/ggplot2.yaml b/plots/lollipop-grouped/metadata/r/ggplot2.yaml index 9a0a7019f0..68599792aa 100644 --- a/plots/lollipop-grouped/metadata/r/ggplot2.yaml +++ b/plots/lollipop-grouped/metadata/r/ggplot2.yaml @@ -1,11 +1,8 @@ -# Per-library metadata for ggplot2 implementation of lollipop-grouped -# Auto-generated by impl-generate.yml - library: ggplot2 language: r specification_id: lollipop-grouped created: '2026-05-17T22:39:38Z' -updated: '2026-05-17T22:39:38Z' +updated: '2026-05-17T22:43:05Z' generated_by: claude-haiku workflow_run: 26004740367 issue: 3485 @@ -15,7 +12,217 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/lollipop- preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/lollipop-grouped/r/ggplot2/plot-dark.png preview_html_light: null preview_html_dark: null -quality_score: null +quality_score: 89 review: - strengths: [] - weaknesses: [] + strengths: + - Perfect visual quality with readable text in both themes + - Flawless spec compliance with correct lollipop structure and dodging + - Proper Okabe-Ito palette with correct first series color (#009E73) + - Clean professional design appropriate for large canvas + - Theme-adaptive architecture with correct color preservation + weaknesses: + - Design relies on ggplot2 defaults without custom visual refinement + - Limited visual hierarchy or storytelling emphasis + - Library mastery is competent but not distinctive—no advanced ggplot2 techniques + explored + image_description: |- + Light render (plot-light.png): + Background: Warm off-white (#FAF8F1) - correct + Chrome: Title, axis labels (x="Region", y="Revenue ($ Millions)"), tick labels all dark and readable + Data: Three product lines (A=green #009E73, B=orange #D55E00, C=blue #0072B2) with thin stems and circular markers, dodged within regions + Grid: Y-major lines only, subtle and appropriate + Legibility verdict: PASS - all text clearly visible against light background + + Dark render (plot-dark.png): + Background: Warm near-black (#1A1A17) - correct + Chrome: Title and all axis/tick labels light and readable on dark background - no dark-on-dark failures + Data: Colors identical to light render (green, orange, blue preserved exactly) + Grid: Subtle y-major lines visible + Legibility verdict: PASS - all text clearly visible, no dark-on-dark contrast issues, brand green readable + + Theme adaptation: Perfect - data colors identical between renders, chrome correctly flipped to dark theme tokens + criteria_checklist: + visual_quality: + score: 30 + max: 30 + items: + - id: VQ-01 + name: Text Legibility + score: 8 + max: 8 + passed: true + comment: Font sizes 24pt/20pt/16pt for title/axis/text; correct color threading + INK/INK_SOFT; fully readable both themes + - id: VQ-02 + name: No Overlap + score: 6 + max: 6 + passed: true + comment: position_dodge(0.6) prevents collisions; clean positioning + - id: VQ-03 + name: Element Visibility + score: 6 + max: 6 + passed: true + comment: Stems linewidth=0.8, markers size=5; all clearly visible and distinguishable + - id: VQ-04 + name: Color Accessibility + score: 2 + max: 2 + passed: true + comment: Okabe-Ito palette; CVD-safe; no red-green signal + - id: VQ-05 + name: Layout & Canvas + score: 4 + max: 4 + passed: true + comment: 16:9 aspect ratio; balanced proportions; nothing cut off + - id: VQ-06 + name: Axis Labels & Title + score: 2 + max: 2 + passed: true + comment: Descriptive axes with units; correct title format + - id: VQ-07 + name: Palette Compliance + score: 2 + max: 2 + passed: true + comment: 'First series #009E73; Okabe-Ito order 1,2,3; correct backgrounds + #FAF8F1/#1A1A17; both themes correct' + design_excellence: + score: 13 + max: 20 + items: + - id: DE-01 + name: Aesthetic Sophistication + score: 5 + max: 8 + passed: true + comment: Professional design with theme tokens; relies on defaults without + custom touches + - id: DE-02 + name: Visual Refinement + score: 4 + max: 6 + passed: true + comment: Y-axis grid only (subtle); good whitespace; minimal spines; solid + but standard + - id: DE-03 + name: Data Storytelling + score: 4 + max: 6 + passed: true + comment: Color hierarchy and grouped layout guide viewer; adequate focal points + but limited emphasis + spec_compliance: + score: 15 + max: 15 + items: + - id: SC-01 + name: Plot Type + score: 5 + max: 5 + passed: true + comment: Correct grouped lollipop with stems and markers + - id: SC-02 + name: Required Features + score: 4 + max: 4 + passed: true + comment: Stems, markers, grouping, legend all present + - id: SC-03 + name: Data Mapping + score: 3 + max: 3 + passed: true + comment: X=regions, Y=revenue, Color=products; all data visible + - id: SC-04 + name: Title & Legend + score: 3 + max: 3 + passed: true + comment: Title format correct; legend labels match + data_quality: + score: 15 + max: 15 + items: + - id: DQ-01 + name: Feature Coverage + score: 6 + max: 6 + passed: true + comment: All aspects of grouped lollipop demonstrated + - id: DQ-02 + name: Realistic Context + score: 5 + max: 5 + passed: true + comment: Sales revenue by product/region is realistic and neutral + - id: DQ-03 + name: Appropriate Scale + score: 4 + max: 4 + passed: true + comment: Values 1.5-3.3M sensible; Y-axis scaling appropriate + code_quality: + score: 10 + max: 10 + items: + - id: CQ-01 + name: KISS Structure + score: 3 + max: 3 + passed: true + comment: 'Straightforward script: data → plot → save' + - id: CQ-02 + name: Reproducibility + score: 2 + max: 2 + passed: true + comment: set.seed(42) + - id: CQ-03 + name: Clean Imports + score: 2 + max: 2 + passed: true + comment: ggplot2, dplyr, ragg appropriately imported + - id: CQ-04 + name: Code Elegance + score: 2 + max: 2 + passed: true + comment: No unnecessary complexity; no fake UI + - id: CQ-05 + name: Output & API + score: 1 + max: 1 + passed: true + comment: Saves as plot-{THEME}.png; correct ggsave/ragg + library_mastery: + score: 6 + max: 10 + items: + - id: LM-01 + name: Idiomatic Usage + score: 4 + max: 5 + passed: true + comment: ggplot2 grammar correct; position_dodge idiomatic for grouping; geom_segment+geom_point + standard + - id: LM-02 + name: Distinctive Features + score: 2 + max: 5 + passed: true + comment: Uses position functions and geoms; straightforward application without + advanced techniques + verdict: APPROVED +impl_tags: + dependencies: [] + techniques: + - layer-composition + patterns: + - data-generation + dataprep: [] + styling: [] From 2d4532c3e90c48bafb4dc5b0cc6b2e27703fb00b Mon Sep 17 00:00:00 2001 From: "github-actions[bot]" Date: Sun, 17 May 2026 22:48:21 +0000 Subject: [PATCH 3/3] chore(ggplot2): update quality score 84 and review feedback for lollipop-grouped --- .../implementations/r/ggplot2.R | 2 +- .../lollipop-grouped/metadata/r/ggplot2.yaml | 151 ++++++++++-------- 2 files changed, 87 insertions(+), 66 deletions(-) diff --git a/plots/lollipop-grouped/implementations/r/ggplot2.R b/plots/lollipop-grouped/implementations/r/ggplot2.R index 2de85fa6fa..be438db311 100644 --- a/plots/lollipop-grouped/implementations/r/ggplot2.R +++ b/plots/lollipop-grouped/implementations/r/ggplot2.R @@ -1,7 +1,7 @@ #' anyplot.ai #' lollipop-grouped: Grouped Lollipop Chart #' Library: ggplot2 3.5.1 | R 4.4.1 -#' Quality: 89/100 | Created: 2026-05-17 +#' Quality: 84/100 | Created: 2026-05-17 library(ggplot2) library(dplyr) diff --git a/plots/lollipop-grouped/metadata/r/ggplot2.yaml b/plots/lollipop-grouped/metadata/r/ggplot2.yaml index 68599792aa..c2ca09c5f4 100644 --- a/plots/lollipop-grouped/metadata/r/ggplot2.yaml +++ b/plots/lollipop-grouped/metadata/r/ggplot2.yaml @@ -2,7 +2,7 @@ library: ggplot2 language: r specification_id: lollipop-grouped created: '2026-05-17T22:39:38Z' -updated: '2026-05-17T22:43:05Z' +updated: '2026-05-17T22:48:21Z' generated_by: claude-haiku workflow_run: 26004740367 issue: 3485 @@ -12,35 +12,43 @@ preview_url_light: https://storage.googleapis.com/anyplot-images/plots/lollipop- preview_url_dark: https://storage.googleapis.com/anyplot-images/plots/lollipop-grouped/r/ggplot2/plot-dark.png preview_html_light: null preview_html_dark: null -quality_score: 89 +quality_score: 84 review: strengths: - - Perfect visual quality with readable text in both themes - - Flawless spec compliance with correct lollipop structure and dodging - - Proper Okabe-Ito palette with correct first series color (#009E73) - - Clean professional design appropriate for large canvas - - Theme-adaptive architecture with correct color preservation + - Perfect visual quality across both renders (30/30) - all text legible, no overlaps, + optimal sizing + - Complete spec compliance (15/15) - correct plot type, all features present, proper + title and legend formatting + - Excellent data quality (15/15) - realistic revenue scenario with well-proportioned + values across regions and products + - Clean, idiomatic ggplot2 code (10/10) - KISS structure, proper reproducibility, + theme-adaptive chrome implementation + - Proper theme adaptation - both light and dark renders perfectly legible with correct + color preservation and chrome flipping weaknesses: - - Design relies on ggplot2 defaults without custom visual refinement - - Limited visual hierarchy or storytelling emphasis - - Library mastery is competent but not distinctive—no advanced ggplot2 techniques - explored + - 'DE-02 below optimum (2/6): All four spines retained, minimal visual refinement + - consider removing top and right spines for cleaner appearance' + - 'DE-03 minimal (2/6): Data presented without visual hierarchy or storytelling + - consider using color contrast or size variation to emphasize patterns' + - 'LM-02 basic (1/5): Generic ggplot2 usage replicable in other grammar-of-graphics + libraries - could leverage distinctive ggplot2 features like geom_richtext or + custom stat functions' image_description: |- Light render (plot-light.png): - Background: Warm off-white (#FAF8F1) - correct - Chrome: Title, axis labels (x="Region", y="Revenue ($ Millions)"), tick labels all dark and readable - Data: Three product lines (A=green #009E73, B=orange #D55E00, C=blue #0072B2) with thin stems and circular markers, dodged within regions - Grid: Y-major lines only, subtle and appropriate - Legibility verdict: PASS - all text clearly visible against light background + Background: Warm off-white (#FAF8F1) as specified + Chrome: Title, axis labels, tick labels all clearly visible in dark text. Y-axis grid lines are subtle and appropriate. X-axis grid absent (good design choice). + Data: Product A (first series) correctly uses brand green (#009E73), Product B uses vermillion (#D55E00), Product C uses blue (#0072B2). All Okabe-Ito colors correct. + Stems and markers: Thin stems connect baseline to markers; circular dots are clearly visible with size=5. Lollipops properly dodged side-by-side within each region group. + Legend: Right-positioned, properly labeled (Product A, B, C), matches data colors exactly. + Legibility verdict: PASS - All text readable at full resolution; no overlaps; proper contrast. Dark render (plot-dark.png): - Background: Warm near-black (#1A1A17) - correct - Chrome: Title and all axis/tick labels light and readable on dark background - no dark-on-dark failures - Data: Colors identical to light render (green, orange, blue preserved exactly) - Grid: Subtle y-major lines visible - Legibility verdict: PASS - all text clearly visible, no dark-on-dark contrast issues, brand green readable - - Theme adaptation: Perfect - data colors identical between renders, chrome correctly flipped to dark theme tokens + Background: Warm near-black (#1A1A17) as specified + Chrome: Title and all axis labels/tick labels appear in light text (light-colored), providing good contrast against the dark background. No dark-on-dark failures detected. + Data: All data colors (green, orange, blue) are identical to light render. Only chrome (background, text) has flipped appropriately. + Stems and markers: Same sizing and positioning as light render; equally visible on dark surface. + Legend: Same right position with light text on dark background; colors unchanged. + Legibility verdict: PASS - All text is readable; theme-adaptive chrome properly applied; strong contrast on both renders. criteria_checklist: visual_quality: score: 30 @@ -51,70 +59,75 @@ review: score: 8 max: 8 passed: true - comment: Font sizes 24pt/20pt/16pt for title/axis/text; correct color threading - INK/INK_SOFT; fully readable both themes + comment: All font sizes explicitly set (title 24pt, labels 20pt, ticks 16pt); + perfectly readable in both themes - id: VQ-02 name: No Overlap score: 6 max: 6 passed: true - comment: position_dodge(0.6) prevents collisions; clean positioning + comment: No overlapping text; position_dodge properly handles lollipop grouping; + legend isolated - id: VQ-03 name: Element Visibility score: 6 max: 6 passed: true - comment: Stems linewidth=0.8, markers size=5; all clearly visible and distinguishable + comment: Markers (size=5) and stems (linewidth=0.8) clearly visible; sizing + appropriate for 12 data points - id: VQ-04 name: Color Accessibility score: 2 max: 2 passed: true - comment: Okabe-Ito palette; CVD-safe; no red-green signal + comment: Okabe-Ito colors 1-3; strong luminance contrast; CVD-safe; not relying + on red-green distinction - id: VQ-05 name: Layout & Canvas score: 4 max: 4 passed: true - comment: 16:9 aspect ratio; balanced proportions; nothing cut off + comment: 4800x2700px canvas (16:9@300dpi); plot fills ~65% with balanced margins; + legend properly positioned - id: VQ-06 name: Axis Labels & Title score: 2 max: 2 passed: true - comment: Descriptive axes with units; correct title format + comment: Y-axis includes units (Revenue $ Millions); X-axis descriptive (Region); + title matches spec format - id: VQ-07 name: Palette Compliance score: 2 max: 2 passed: true - comment: 'First series #009E73; Okabe-Ito order 1,2,3; correct backgrounds - #FAF8F1/#1A1A17; both themes correct' + comment: 'First series #009E73 brand green; colors 1-3 correct Okabe-Ito order; + backgrounds #FAF8F1/#1A1A17; chrome properly theme-adaptive' design_excellence: - score: 13 + score: 8 max: 20 items: - id: DE-01 name: Aesthetic Sophistication - score: 5 + score: 4 max: 8 - passed: true - comment: Professional design with theme tokens; relies on defaults without - custom touches + passed: false + comment: Well-configured library defaults; using Okabe-Ito but no custom palette + or exceptional design - id: DE-02 name: Visual Refinement - score: 4 + score: 2 max: 6 - passed: true - comment: Y-axis grid only (subtle); good whitespace; minimal spines; solid - but standard + passed: false + comment: Minimal customization; all four spines present; grid minimally adjusted; + mostly library defaults - id: DE-03 name: Data Storytelling - score: 4 + score: 2 max: 6 - passed: true - comment: Color hierarchy and grouped layout guide viewer; adequate focal points - but limited emphasis + passed: false + comment: Data displayed clearly but without visual hierarchy or emphasis; + viewer must find own insights spec_compliance: score: 15 max: 15 @@ -124,25 +137,28 @@ review: score: 5 max: 5 passed: true - comment: Correct grouped lollipop with stems and markers + comment: Correct grouped lollipop chart; all subtypes present - id: SC-02 name: Required Features score: 4 max: 4 passed: true - comment: Stems, markers, grouping, legend all present + comment: 'All features present: stems, markers, grouping, multiple series, + legend' - id: SC-03 name: Data Mapping score: 3 max: 3 passed: true - comment: X=regions, Y=revenue, Color=products; all data visible + comment: X=region (categorical), Y=revenue (numeric), color=product (series); + all correct - id: SC-04 name: Title & Legend score: 3 max: 3 passed: true - comment: Title format correct; legend labels match + comment: Title format correct (lollipop-grouped · R · ggplot2 · anyplot.ai); + legend labels match data data_quality: score: 15 max: 15 @@ -152,19 +168,22 @@ review: score: 6 max: 6 passed: true - comment: All aspects of grouped lollipop demonstrated + comment: 'Shows all aspects: grouped arrangement, value variation across regions + and products, realistic ranges' - id: DQ-02 name: Realistic Context score: 5 max: 5 passed: true - comment: Sales revenue by product/region is realistic and neutral + comment: Real-world scenario (sales revenue by product and region); neutral; + descriptive labels - id: DQ-03 name: Appropriate Scale score: 4 max: 4 passed: true - comment: Values 1.5-3.3M sensible; Y-axis scaling appropriate + comment: Values plausible for sales revenue (2.0-3.3M); logical proportions; + no impossible data code_quality: score: 10 max: 10 @@ -174,55 +193,57 @@ review: score: 3 max: 3 passed: true - comment: 'Straightforward script: data → plot → save' + comment: 'Linear: imports → data → plot → save; no functions or classes' - id: CQ-02 name: Reproducibility score: 2 max: 2 passed: true - comment: set.seed(42) + comment: set.seed(42) present; deterministic data - id: CQ-03 name: Clean Imports score: 2 max: 2 passed: true - comment: ggplot2, dplyr, ragg appropriately imported + comment: ggplot2, dplyr, ragg all used; no unnecessary imports - id: CQ-04 name: Code Elegance score: 2 max: 2 passed: true - comment: No unnecessary complexity; no fake UI + comment: Clean, appropriate complexity; no over-engineering or fake functionality - id: CQ-05 name: Output & API score: 1 max: 1 passed: true - comment: Saves as plot-{THEME}.png; correct ggsave/ragg + comment: Saves as plot-{THEME}.png; current ggsave API library_mastery: score: 6 max: 10 items: - id: LM-01 name: Idiomatic Usage - score: 4 + score: 5 max: 5 passed: true - comment: ggplot2 grammar correct; position_dodge idiomatic for grouping; geom_segment+geom_point - standard + comment: 'Expertly uses ggplot2 idioms: geom_segment+geom_point for lollipop, + position_dodge for grouping, theme_minimal + theme override, scale_color_manual' - id: LM-02 name: Distinctive Features - score: 2 + score: 1 max: 5 - passed: true - comment: Uses position functions and geoms; straightforward application without - advanced techniques + passed: false + comment: Generic grammar-of-graphics approach replicable in plotnine/letsplot; + not using ggplot2-specific capabilities verdict: APPROVED impl_tags: dependencies: [] techniques: - layer-composition + - position-offset patterns: - data-generation dataprep: [] - styling: [] + styling: + - theme-adaptive