From 18a42c41fd28d82df1a582444050d053b2c5a582 Mon Sep 17 00:00:00 2001
From: Michael Chow <mc_al_github@fastmail.com>
Date: Tue, 6 Aug 2024 17:14:43 -0400
Subject: [PATCH] add examples gallery, nottem dataset

---
 docs/_quarto.yml                              |   7 +-
 docs/demos/cookbook/images/beaver.png         | Bin 0 -> 15295 bytes
 docs/demos/cookbook/images/cow.png            | Bin 0 -> 17412 bytes
 docs/demos/cookbook/images/goat.png           | Bin 0 -> 5623 bytes
 docs/demos/cookbook/images/wolf.png           | Bin 0 -> 6124 bytes
 docs/demos/cookbook/index.qmd                 | 645 ++++++++++++++++++
 docs/demos/demo_snippets/pypi-downloads.qmd   |  10 +
 .../demos/demo_snippets/twitter-followers.qmd |  11 +
 docs/demos/index.qmd                          | 125 ++++
 docs/demos/pypi-downloads/index.qmd           |  21 +-
 docs/demos/twitter-followers.qmd              | 155 +++--
 docs/styles.css                               |   6 +
 reactable/data/nottem.csv                     |  21 +
 13 files changed, 931 insertions(+), 70 deletions(-)
 create mode 100644 docs/demos/cookbook/images/beaver.png
 create mode 100644 docs/demos/cookbook/images/cow.png
 create mode 100644 docs/demos/cookbook/images/goat.png
 create mode 100644 docs/demos/cookbook/images/wolf.png
 create mode 100644 docs/demos/cookbook/index.qmd
 create mode 100644 docs/demos/demo_snippets/pypi-downloads.qmd
 create mode 100644 docs/demos/demo_snippets/twitter-followers.qmd
 create mode 100644 docs/demos/index.qmd
 create mode 100644 reactable/data/nottem.csv

diff --git a/docs/_quarto.yml b/docs/_quarto.yml
index 7b7ae55..6799772 100644
--- a/docs/_quarto.yml
+++ b/docs/_quarto.yml
@@ -1,6 +1,7 @@
 project:
   type: website
 
+notebook-links: false
 
 format:
   html:
@@ -20,11 +21,7 @@ website:
       - text: Get Started
         file: get-started/index.qmd
       - text: Examples
-        menu: 
-          - demos/twitter-followers.qmd
-          - demos/pypi-downloads/index.qmd
-          - demos/great-tables.qmd
-          - demos/cookbook/index.qmd
+        file: demos/index.qmd
       - text: Reference
         file: reference/index.qmd
       #- href: reference/index.qmd
diff --git a/docs/demos/cookbook/images/beaver.png b/docs/demos/cookbook/images/beaver.png
new file mode 100644
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diff --git a/docs/demos/cookbook/index.qmd b/docs/demos/cookbook/index.qmd
new file mode 100644
index 0000000..c0009c9
--- /dev/null
+++ b/docs/demos/cookbook/index.qmd
@@ -0,0 +1,645 @@
+---
+title: Cookbook
+resources:
+  - "images/beaver.png"
+  - "images/cow.png"
+  - "images/goat.png"
+  - "images/wolf.png"
+jupyter: python3
+
+---
+
+
+```{python}
+# | label: setup
+from reactable import embed_css
+
+embed_css()
+```
+
+## Insert links
+
+
+```{python}
+# | label: insert-links
+import polars as pl
+import htmltools as ht
+
+from reactable import Reactable, Column
+
+data = pl.DataFrame(
+    {
+        "Address": ["https://google.com", "https://yahoo.com", "https://duckduckgo.com"],
+        "Site": ["Google", "Yahoo", "DuckDuckGo"],
+    }
+)
+
+Reactable(
+    data,
+    columns={
+        "Address": Column(
+            cell=lambda info: ht.a(info.value, href=info.value, target="_blank"),
+        ),
+        "Site": Column(
+            html=True,
+            cell=lambda info: f'<a href="{info.value}" target="_blank">{info.value}</a>',
+        ),
+    },
+)
+
+```
+
+## Format color scales
+
+### Single column
+
+```{python}
+# | label: format-color-scales
+from reactable import Reactable, Column, CellInfo
+from reactable.data import cars_93
+
+from mizani.palettes import gradient_n_pal
+
+
+data = cars_93[["manufacturer", "model", "price"]]
+
+pal = gradient_n_pal(["#ffe4cc", "#ff9500"])
+
+
+def fmt_fill(ci: CellInfo):
+    val_range = max(data["price"]) - min(data["price"])
+    normalized = (ci.value - min(data["price"])) / val_range
+    return {"background": pal(normalized)}
+
+
+Reactable(
+    data,
+    columns={"price": Column(style=fmt_fill)},
+    default_page_size=5,
+)
+```
+
+### Grid
+
+```{python}
+# | label: format-color-scales2
+from reactable import Reactable, Column, ColFormat, CellInfo
+from reactable.data import nottem
+
+from mizani.palettes import gradient_n_pal
+
+pal = gradient_n_pal(["#7fb7d7", "#ffffbf", "#fc8d59"])
+
+# flatten out monthly columns into a single list
+# this lets us calculate the overall min and max
+flat_vals = sum(nottem[:, 1:].to_dict().values(), [])
+
+
+def fmt_fill(ci: CellInfo):
+    if not isinstance(ci.value, float):
+        return
+
+    val_range = max(flat_vals) - min(flat_vals)
+    normalized = (ci.value - min(flat_vals)) / val_range
+    color = pal(normalized)
+
+    return {"background": color}
+
+
+Reactable(
+    nottem,
+    default_col_def=Column(
+        style=fmt_fill,
+        format=ColFormat(digits=1),
+        min_width=50,
+    ),
+    # TODO: make year rowname
+    columns={
+        "year": Column(
+            format=ColFormat(digits=0),
+            row_header=True,
+        ),
+    },
+    bordered=True,
+    default_page_size=5,
+)
+
+```
+
+## Format changes
+
+```{python}
+# | label: format-changes
+import polars as pl
+from reactable import Reactable, Column, CellInfo
+
+data = pl.DataFrame(
+    {
+        "Symbol": ["GOOG", "FB", "AMZN", "NFLX", "TSLA"],
+        "Price": [1265.13, 187.89, 1761.33, 276.82, 328.13],
+        "Change": [4.14, 1.51, -19.45, 5.32, -12.45],
+    }
+)
+
+Reactable(
+    data,
+    columns={
+        "Change": Column(
+            # TODO: we should stringify, so people can
+            # return ci.value directly
+            cell=lambda ci: f"+{ci.value}" if ci.value >= 0 else str(ci.value),
+            style=lambda ci: {
+                "font-weight": 600,
+                "color": "#008000" if ci.value > 0 else "#e00000",
+            },
+        )
+    },
+)
+```
+
+## Format tags and badges
+
+
+```{python}
+import polars as pl
+from reactable import Reactable, Column, CellInfo
+
+orders = pl.DataFrame(
+    {
+        "Order": [2300, 2301, 2302, 2303, 2304],
+        "Created": ["2019-04-01", "2019-04-02", "2019-04-03", "2019-04-04", "2019-04-05"],
+        # "Customer": ["Degas", "Cezanne", "Monet", "Manet", "Renoir"],
+        "Status": ["Pending", "Paid", "Canceled", "Pending", "Paid"],
+    }
+)
+
+tbl = Reactable(
+    orders,
+    columns={
+        "Status": Column(
+            cell=lambda ci: f'<span class="tag status-{ci.value.lower()}">{ci.value}</span>',
+            html=True,
+        )
+    },
+)
+```
+
+```{python}
+# | label: format-tags
+from IPython.display import display, HTML
+
+display(
+    HTML(
+        """
+<style>
+.tag {
+  display: inline-block;
+  padding: 0.125rem 0.75rem;
+  border-radius: 15px;
+  font-weight: 600;
+  font-size: 0.75rem;
+}
+
+.status-paid {
+  background: hsl(116, 60%, 90%);
+  color: hsl(116, 30%, 25%);
+}
+
+.status-pending {
+  background: hsl(230, 70%, 90%);
+  color: hsl(230, 45%, 30%);
+}
+
+.status-canceled {
+  background: hsl(350, 70%, 90%);
+  color: hsl(350, 45%, 30%);
+}
+</style>
+"""
+    )
+)
+
+tbl
+```
+
+
+
+
+
+```{python}
+# | label: format-badge
+import htmltools
+
+
+def status_badge(color="#aaa", width="0.55rem", height=None):
+    height = height or width
+    return htmltools.span(
+        style=(
+            "display: inline-block;"
+            "margin-right: 0.5rem;"
+            f"width: {width};"
+            f"height: {height};"
+            f"background-color: {color};"
+            "border-radius: 50%"
+        )
+    )
+
+
+status_hsl = {
+    "Paid": "hsl(214, 45%, 50%)",
+    "Pending": "hsl(30, 97%, 70%)",
+    "Canceled": "hsl(3, 69%, 50%)",
+}
+
+Reactable(
+    orders,
+    columns={
+        "Status": Column(
+            cell=lambda ci: htmltools.div(status_badge(color=status_hsl[ci.value]), str(ci.value)),
+            html=True,
+        )
+    },
+)
+```
+
+## Bar charts
+
+
+```{python}
+# | label: bar-charts
+import htmltools
+
+from reactable import Reactable, Column, CellInfo
+from reactable.data import cars_93
+
+data = cars_93[:5, ["make", "mpg_city", "mpg_highway"]]
+
+
+def html_barchart(label, width="100%", height="1rem", fill="#00bfc4", background=None):
+    """Create general purpose html fill bar."""
+
+    bar = htmltools.div(style=f"background: {fill}; width: {width}; height: {height}")
+    chart = htmltools.div(
+        bar,
+        style=htmltools.css(
+            flex_grow=1,
+            margin_left="0.5rem",
+            background=background,
+        ),
+    )
+    return htmltools.div(
+        label,
+        chart,
+        style=htmltools.css(
+            display="flex",
+            align_items="center",
+        ),
+    )
+
+
+def fmt_barchart(ci: CellInfo, **kwargs):
+    """Format cell value into html fill bar."""
+
+    width = f"{ci.value / max(data['mpg_city']) * 100}%"
+    return html_barchart(ci.value, width=width, **kwargs)
+
+
+Reactable(
+    data,
+    columns={
+        "mpg_city": Column(
+            name="MPG (city)",
+            align="left",
+            cell=fmt_barchart,
+        ),
+        "mpg_highway": Column(
+            name="MPG (highway)",
+            align="left",
+            cell=lambda ci: fmt_barchart(ci, fill="#fc5185", background="#e1e1e1"),
+        ),
+    },
+    default_page_size=5,
+)
+```
+
+
+
+### Positive and negative values
+
+TODO
+
+### Background bar charts
+
+TODO
+
+## Embed images
+
+
+```{python}
+# | label: embed-images
+import polars as pl
+import htmltools
+
+from reactable import Reactable, Column, CellInfo
+
+data = pl.DataFrame(
+    {
+        "Animal": ["beaver", "cow", "wolf", "goat"],
+        "Body": [1.35, 465, 36.33, 27.66],
+        "Brain": [8.1, 423, 119.5, 115],
+    }
+)
+
+
+def fmt_image(ci: CellInfo):
+    image = htmltools.img(
+        src=f"/demos/cookbook/images/{ci.value}.png",
+        style="height: 24px;",
+        alt=ci.value,
+    )
+    return htmltools.TagList(
+        htmltools.div(
+            image,
+            style="display: inline-block; width: 45px;",
+        ),
+        ci.value,
+    )
+
+
+Reactable(
+    data,
+    columns={
+        "Animal": Column(cell=fmt_image),
+        "Body": Column(name="Body (kg)"),
+        "Brain": Column(name="Brain (g)"),
+    },
+)
+
+```
+
+Note that this example assumes the images are available (we did that by setting the `resources:` field in quarto).
+
+## Rating stars
+
+
+```{python}
+# | label: rating-stars
+# pip install faicons
+import polars as pl
+import htmltools
+
+from faicons import icon_svg
+from reactable import Reactable, Column, CellInfo
+
+ratings = pl.DataFrame(
+    {
+        "Movie": [
+            "Silent Serpent",
+            "Nowhere to Hyde",
+            "The Ape-Man Goes to Mars",
+            "A Menace in Venice",
+        ],
+        "Rating": [3.65, 2.35, 4.5, 1.4],
+        "Votes": [115, 37, 60, 99],
+    }
+)
+
+
+def rating_stars(ci: CellInfo):
+    to_fill = round(ci.value)
+    # TODO: how to set aria?
+    stars = [
+        icon_svg(
+            "star", stroke="orange" if ii <= to_fill else "#edf0f2", stroke_width=100, fill="white"
+        )
+        for ii in range(1, 6)
+    ]
+    return htmltools.div(*stars, title="{ci.value} out of 5 stars")
+
+
+Reactable(
+    ratings,
+    columns={
+        "Rating": Column(
+            cell=rating_stars,
+            html=True,
+        )
+    },
+)
+
+
+
+```
+
+
+## Show data from other columns
+
+```{python}
+#| label: show-data-from-other-columns
+import htmltools
+
+from reactable import Reactable, Column, CellInfo
+from reactable.data import starwars
+
+data = starwars[["name", "height", "mass", "gender", "homeworld", "species"]]
+
+
+def fmt_name(ci: CellInfo):
+    species = data["species"][ci.row_index]
+    species = species if species is not None else "Unknown"
+
+    return htmltools.div(
+        htmltools.div(ci.value, style="font-weight: 600;"),
+        htmltools.div(species, style="font-size: 0.75rem;"),
+    )
+
+
+Reactable(
+    data,
+    columns={
+        "name": Column(
+            cell=fmt_name,
+            name="Character",
+        ),
+        "species": Column(show=False),
+    },
+    default_col_def=Column(v_align="center"),
+    default_page_size=6,
+)
+```
+
+
+```{python}
+from reactable import Reactable, Column, JS
+from reactable.data import starwars
+
+data = starwars[["name", "height", "mass", "gender", "homeworld", "species"]]
+
+js_name = JS(
+    """
+    function(cellInfo) {
+        const species = cellInfo.row["species"] || "Unknown"
+        return `
+            <div>
+                <div style="font-weight: 600">${cellInfo.value}</div>
+                <div style="font-size: 0.75rem">${species}</div>
+            </div>
+        `
+    }
+    """
+)
+
+Reactable(
+    data,
+    columns={
+        "name": Column(
+            cell=js_name,
+            html=True,
+        ),
+        "species": Column(show=False),
+    },
+    default_col_def=Column(v_align="center"),
+    default_page_size=6,
+)
+
+```
+
+## Total rows
+
+### Fixed
+
+```{python}
+# | label: total-rows
+from reactable import Reactable, Column
+from reactable.data import cars_93
+
+data = cars_93[["manufacturer", "model", "type", "price"]]
+
+Reactable(
+    data,
+    default_page_size=5,
+    columns={
+        "manufacturer": Column(footer="Total"),
+        "price": Column(footer=f"${sum(data['price']):.2f}"),
+    },
+    default_col_def=Column(footer_style={"font-weight": "bold"}),
+)
+```
+
+### Dynamic
+
+```{python}
+from reactable import JS
+
+js_sum_price = JS(
+    """
+    function(column, state) {
+        let total = 0
+        state.sortedData.forEach(function(row) {
+            total += row[column.id]
+        })
+        return total.toLocaleString('en-US', { style: 'currency', currency: 'USD' })
+    }
+    """
+)
+
+Reactable(
+    data,
+    searchable=True,
+    default_page_size=5,
+    min_rows=5,
+    columns={
+        "manufacturer": Column(footer="Total"),
+        "price": Column(footer=js_sum_price),
+    },
+    default_col_def=Column(footer_style={"font-weight": "bold"}),
+)
+```
+
+## Nested tables
+
+```{python}
+# | label: nested-tables
+import polars as pl
+import polars.selectors as cs
+
+from reactable import Reactable, Column
+from reactable.data import us_expenditures
+
+data = (
+    us_expenditures.to_polars()
+    # tidy years from columns into rows
+    .unpivot(cs.starts_with("19"), index="index")
+)
+
+year_dfs = list(g for k, g in data.group_by("variable"))
+summary_df = data.group_by("variable").agg(n=pl.count())
+
+Reactable(
+    summary_df,
+    # TODO: details should accept a function
+    details=Column(
+        details=lambda ri: Reactable(year_dfs[ri.row_index]).to_widget(),
+    ),
+)
+```
+
+## Units on first row only
+
+```{python}
+# | label: units-on-first-row
+from reactable.data import cars_93
+from reactable import Reactable, Column
+
+data = cars_93[40:44, ["make", "length", "luggage_room"]]
+
+
+def fmt_length(ci):
+    return f"{ci.value}″"
+
+
+def fmt_ft(ci):
+    return f"{ci.value} <div class='units'>ft³</div>"
+
+
+Reactable(
+    data,
+    class_="car-specs",
+    columns={
+        "length": Column(
+            cell=lambda ci: fmt_length(ci) if ci.row_index == 0 else str(ci.value),
+            class_="number",
+        ),
+        "luggage_room": Column(
+            name="Luggage Room",
+            cell=lambda ci: fmt_ft(ci) if ci.row_index == 0 else str(ci.value),
+            html=True,
+        ),
+    },
+)
+```
+
+## Tooltips
+
+## Highlight cells
+
+## Highlight columns
+
+## Highlight rows
+
+## Highlight sorted headers
+
+## Highlight sorted columns
+
+## Borders between groups of data
+
+## Merge cells
+
+## Borders between columns
+
+## Style nested rows
+
+## Custom fonts
+
+## Custom sort indicators
+
diff --git a/docs/demos/demo_snippets/pypi-downloads.qmd b/docs/demos/demo_snippets/pypi-downloads.qmd
new file mode 100644
index 0000000..2e03160
--- /dev/null
+++ b/docs/demos/demo_snippets/pypi-downloads.qmd
@@ -0,0 +1,10 @@
+---
+pagetitle: PyPI Downloads
+jupyter: python3
+navbar: false
+---
+
+:::{.shrink-example}
+{{< embed ../pypi-downloads/index.qmd#setup >}}
+{{< embed ../pypi-downloads/index.qmd#table >}}
+:::
\ No newline at end of file
diff --git a/docs/demos/demo_snippets/twitter-followers.qmd b/docs/demos/demo_snippets/twitter-followers.qmd
new file mode 100644
index 0000000..afe31af
--- /dev/null
+++ b/docs/demos/demo_snippets/twitter-followers.qmd
@@ -0,0 +1,11 @@
+---
+pagetitle: Twitter followers
+navbar: false
+jupyter: python3
+---
+
+:::{.shrink-example}
+{{< embed ../twitter-followers.qmd#setup >}}
+{{< embed ../twitter-followers.qmd#css >}}
+{{< embed ../twitter-followers.qmd#table >}}
+:::
diff --git a/docs/demos/index.qmd b/docs/demos/index.qmd
new file mode 100644
index 0000000..87f2df2
--- /dev/null
+++ b/docs/demos/index.qmd
@@ -0,0 +1,125 @@
+---
+pagetitle: Examples
+notebook-links: false
+---
+
+
+<style>
+.column-page .example {
+    padding: 5px;
+}
+
+iframe {
+    overflow: hidden;
+}
+</style>
+
+
+
+
+
+{{< embed cookbook/index.qmd#setup >}}
+
+:::::: {.column-page}
+
+## Demos
+
+::::: {.grid}
+:::{.g-col-lg-6 .g-col-12 .example}
+### [PyPI downloads](./pypi-downloads)
+<iframe src="./demo_snippets/pypi-downloads.html" width="100%" height="500px" scrolling="no"></iframe>
+:::
+
+:::{.g-col-lg-6 .g-col-12 .example}
+### [Twitter followers](./twitter-followers.qmd)
+<iframe src="./demo_snippets/twitter-followers.html" width="100%" height="600px" scrolling="no"></iframe>
+:::
+
+:::::
+
+::::: {.grid}
+
+:::{.g-col-lg-3 .g-col-12 .example .shrink-example}
+
+
+
+:::
+
+:::::
+
+
+## Cookbook examples
+
+::::: {.grid}
+
+:::{.g-col-lg-3 .g-col-12 .example .shrink-example}
+## [Insert links](./cookbook/index.qmd#insert-links)
+{{< embed cookbook/index.qmd#insert-links >}}
+:::
+
+:::{.g-col-lg-3 .g-col-12 .example .shrink-example}
+## [Format colors](./cookbook/index.qmd#single-column)
+{{< embed cookbook/index.qmd#format-color-scales >}}
+:::
+
+:::{.g-col-lg-3 .g-col-12 .example .shrink-example}
+## [Format colors (2)](./cookbook/index.qmd#grid)
+{{< embed cookbook/index.qmd#format-color-scales2 >}}
+:::
+
+
+:::{.g-col-lg-3 .g-col-12 .example .shrink-example}
+## [Format changes](./cookbook/index.qmd#format-changes)
+{{< embed cookbook/index.qmd#format-changes >}}
+:::
+
+:::{.g-col-lg-3 .g-col-12 .example .shrink-example}
+## [Format tags](./cookbook/index.qmd#format-tags-and-badges)
+{{< embed cookbook/index.qmd#format-tags >}}
+:::
+
+:::{.g-col-lg-3 .g-col-12 .example .shrink-example}
+## [Format badge](./cookbook/index.qmd#format-tags-and-badges)
+{{< embed cookbook/index.qmd#format-badge >}}
+:::
+
+:::{.g-col-lg-3 .g-col-12 .example .shrink-example}
+## [Bar charts](./cookbook/index.qmd#bar-charts)
+{{< embed cookbook/index.qmd#bar-charts >}}
+:::
+
+:::{.g-col-lg-3 .g-col-12 .example .shrink-example}
+## [Embed images](./cookbook/index.qmd#embed-images)
+{{< embed cookbook/index.qmd#embed-images >}}
+:::
+
+:::{.g-col-lg-3 .g-col-12 .example .shrink-example}
+## [Rating stars](./cookbook/index.qmd#rating-stars)
+{{< embed cookbook/index.qmd#rating-stars >}}
+:::
+
+:::{.g-col-lg-3 .g-col-12 .example .shrink-example}
+## [Combine cols](./cookbook/index.qmd#show-data-from-other-columns)
+{{< embed cookbook/index.qmd#show-data-from-other-columns >}}
+:::
+
+:::{.g-col-lg-3 .g-col-12 .example .shrink-example}
+## [Total rows](./cookbook/index.qmd#total-rows)
+{{< embed cookbook/index.qmd#total-rows >}}
+:::
+
+:::{.g-col-lg-3 .g-col-12 .example .shrink-example}
+## [Nested tables](./cookbook/index.qmd#nested-tables)
+{{< embed cookbook/index.qmd#nested-tables >}}
+:::
+
+:::{.g-col-lg-3 .g-col-12 .example .shrink-example}
+## [Units on first row](./cookbook/index.qmd#units-on-first-row)
+{{< embed cookbook/index.qmd#units-on-first-row >}}
+:::
+
+
+:::::
+::::::
+
+
diff --git a/docs/demos/pypi-downloads/index.qmd b/docs/demos/pypi-downloads/index.qmd
index da4691a..2f11cf0 100644
--- a/docs/demos/pypi-downloads/index.qmd
+++ b/docs/demos/pypi-downloads/index.qmd
@@ -7,6 +7,7 @@ format:
 ---
 
 ```{python}
+# | label: setup
 # | echo: false
 import json
 import polars as pl
@@ -159,18 +160,26 @@ html = """
 ```
 
 ```{python}
-#| echo: false
+# | label: css
+# | echo: false
 from IPython.display import HTML, display
 
 display(HTML(html))
 ```
 
+
 ```{python}
 # | echo: false
+# | label: table
+
+from IPython.display import HTML, display
+
+display(HTML(html))
+
 tbl = Reactable(
     outer.head(50),
     default_sorted=["downloads_month"],
-    default_page_size=20,
+    default_page_size=10,
     show_page_size_options=True,
     page_size_options=[10, 20, 50, 100],
     on_click="expand",
@@ -199,7 +208,6 @@ tbl = Reactable(
     theme=Theme(cell_padding="8px 12px"),
 )
 
-
 to_widget(
     ht.div(
         # ht.h2("Top PyPI Monthly Downloads (Aug 1, 2024)"),
@@ -225,3 +233,10 @@ print_pre("python", code_cell)
 print_pre("html", html)
 ```
 
+
+
+```{python}
+# | label: zzz
+print("yo2")
+
+```
\ No newline at end of file
diff --git a/docs/demos/twitter-followers.qmd b/docs/demos/twitter-followers.qmd
index 18b004d..10dce3a 100644
--- a/docs/demos/twitter-followers.qmd
+++ b/docs/demos/twitter-followers.qmd
@@ -6,6 +6,11 @@ execute:
   daemon: false
 ---
 
+```{python}
+# | label: css
+from IPython.display import display, HTML
+
+html = """
 <link href = "https://fonts.googleapis.com/css?family=Karla:400,700|Fira+Mono&display=fallback" rel = "stylesheet" />
 
 <style>
@@ -74,16 +79,28 @@ execute:
 }
 </style>
 
+"""
+
+display(HTML(html))
+```
+
 
 ```{python}
+# | label: setup
+from reactable import embed_css
+
+embed_css()
 
-from reactable import bigblock, embed_css
-from reactable.models import Column, Props, CellInfo, JS
+```
+```{python}
+# | label: table
+from reactable import Reactable, embed_css
+from reactable.tags import to_widget
+from reactable.models import Column, CellInfo, JS
 from htmltools import tags
 
 import polars as pl
 
-embed_css()
 
 data = pl.read_csv("twitter_followers.csv")
 
@@ -106,71 +123,72 @@ def f_followers(ci: CellInfo):
     )
 
 
-tbl = bigblock(
-    Props(
-        data,
-        pagination=False,
-        default_sorted=["exclusive_followers_pct"],
-        default_col_def=Column(header_class="header", align="left"),
-        columns=dict(
-            account=Column(
-                cell=lambda ci: (
-                    tags.a(
-                        f"@{ci.value}",
-                        href=f"https://twitter.com/{ci.value}",
-                        target="_blank",
-                    )
-                ),
-                width=150,
-            ),
-            followers=Column(default_sort_order="desc", cell=f_followers),
-            exclusive_followers_pct=Column(
-                name="Exclusive Followers",
-                default_sort_order="desc",
-                cell=JS(
-                    """function(cellInfo) {
-        // Format as percentage
-        const pct = (cellInfo.value * 100).toFixed(1) + "%"
-        // Pad single-digit numbers
-        let value = pct.padStart(5)
-        // Show % on first row only
-        if (cellInfo.viewIndex > 0) {
-          value = value.replace("%", " ")
-        }
-        // Render bar chart
-        return `
-          <div class="bar-cell">
-            <span class="number">${value}</span>
-            <div class="bar-chart" style="background-color: #e1e1e1">
-              <div class="bar" style="width: ${pct}; background-color: #fc5185"></div>
-            </div>
+js_exclusive_percent = JS(
+    """
+    function(cellInfo) {
+      // Format as percentage
+      const pct = (cellInfo.value * 100).toFixed(1) + "%"
+      // Pad single-digit numbers
+      let value = pct.padStart(5)
+      // Show % on first row only
+      if (cellInfo.viewIndex > 0) {
+        value = value.replace("%", " ")
+      }
+      // Render bar chart
+      return `
+        <div class="bar-cell">
+          <span class="number">${value}</span>
+          <div class="bar-chart" style="background-color: #e1e1e1">
+            <div class="bar" style="width: ${pct}; background-color: #fc5185"></div>
           </div>
-        `
-      }"""
-                ),
-                html=True,
+        </div>
+      `
+    }"""
+)
+
+tbl = Reactable(
+    data,
+    pagination=False,
+    default_sorted=["exclusive_followers_pct"],
+    default_col_def=Column(header_class="header", align="left"),
+    columns=dict(
+        account=Column(
+            cell=lambda ci: (
+                tags.a(
+                    f"@{ci.value}",
+                    href=f"https://twitter.com/{ci.value}",
+                    target="_blank",
+                )
             ),
+            width=150,
         ),
-        compact=True,
-        class_="followers-tbl",
-        static=True,
-    )
+        followers=Column(default_sort_order="desc", cell=f_followers),
+        exclusive_followers_pct=Column(
+            name="Exclusive Followers",
+            default_sort_order="desc",
+            cell=js_exclusive_percent,
+            html=True,
+        ),
+    ),
+    compact=True,
+    class_="followers-tbl",
+    static=True,
 )
 
-# tags.div(
-#    tags.div(
-#        tags.h2("Candidates whose followers are loyal only to them", class_="followers-title"),
-#        "Share of each 2020 candidate's followers who don't follow any other candidates",
-#        class_="followers-header",
-#    ),
-#    tbl,
-#    class_="twitter-followers",
-# )
-
-tbl
+to_widget(
+    tags.div(
+        tags.div(
+            tags.h2("Candidates whose followers are loyal only to them", class_="followers-title"),
+            "Share of each 2020 candidate's followers who don't follow any other candidates",
+            class_="followers-header",
+        ),
+        tbl,
+        class_="twitter-followers",
+    )
+)
 ```
 
----
+
 
 Source: [FiveThirtyEight](https://fivethirtyeight.com/features/which-2020-candidates-have-the-most-in-common-on-twitter/)
 
@@ -180,4 +198,17 @@ How it was made: [Building the Twitter Followers Demo](../building-twitter-follo
 
 <h2>Source Code</h2>
 
-* TODO: how to show code and css down here?
\ No newline at end of file
+
+```{python}
+# | output: asis
+# | echo: false
+code_cell = _ih[-2]
+
+
+def print_pre(name, code):
+    print(f"\n```{name}\n{code}\n```\n\n")
+
+
+print_pre("python", code_cell)
+print_pre("html", html)
+```
\ No newline at end of file
diff --git a/docs/styles.css b/docs/styles.css
index fa137bd..c907082 100644
--- a/docs/styles.css
+++ b/docs/styles.css
@@ -70,4 +70,10 @@ div.sidebar-item-container .active {
 
 .sidebar-section {
   padding-left: 0px !important;
+}
+
+/* Examples */
+
+.shrink-example .cell-output {
+  zoom: 75%;
 }
\ No newline at end of file
diff --git a/reactable/data/nottem.csv b/reactable/data/nottem.csv
new file mode 100644
index 0000000..c4cdfeb
--- /dev/null
+++ b/reactable/data/nottem.csv
@@ -0,0 +1,21 @@
+year,Jan,Feb,Mar,Apr,May,Jun,Jul,Aug,Sep,Oct,Nov,Dec
+1920,40.6,40.8,44.4,46.7,54.1,58.5,57.7,56.4,54.3,50.5,42.9,39.8
+1921,44.2,39.8,45.1,47,54.1,58.7,66.3,59.9,57,54.2,39.7,42.8
+1922,37.5,38.7,39.5,42.1,55.7,57.8,56.8,54.3,54.3,47.1,41.8,41.7
+1923,41.8,40.1,42.9,45.8,49.2,52.7,64.2,59.6,54.4,49.2,36.3,37.6
+1924,39.3,37.5,38.3,45.5,53.2,57.7,60.8,58.2,56.4,49.8,44.4,43.6
+1925,40,40.5,40.8,45.1,53.8,59.4,63.5,61,53,50,38.1,36.3
+1926,39.2,43.4,43.4,48.9,50.6,56.8,62.5,62,57.5,46.7,41.6,39.8
+1927,39.4,38.5,45.3,47.1,51.7,55,60.4,60.5,54.7,50.3,42.3,35.2
+1928,40.8,41.1,42.8,47.3,50.9,56.4,62.2,60.5,55.4,50.2,43,37.3
+1929,34.8,31.3,41,43.9,53.1,56.9,62.5,60.3,59.8,49.2,42.9,41.9
+1930,41.6,37.1,41.2,46.9,51.2,60.4,60.1,61.6,57,50.9,43,38.8
+1931,37.1,38.4,38.4,46.5,53.5,58.4,60.6,58.2,53.8,46.6,45.5,40.6
+1932,42.4,38.4,40.3,44.6,50.9,57,62.1,63.5,56.3,47.3,43.6,41.8
+1933,36.2,39.3,44.5,48.7,54.2,60.8,65.5,64.9,60.1,50.2,42.1,35.8
+1934,39.4,38.2,40.4,46.9,53.4,59.6,66.5,60.4,59.2,51.2,42.8,45.8
+1935,40,42.6,43.5,47.1,50,60.5,64.6,64,56.8,48.6,44.2,36.4
+1936,37.3,35,44,43.9,52.7,58.6,60,61.1,58.1,49.6,41.6,41.3
+1937,40.8,41,38.4,47.4,54.1,58.6,61.4,61.8,56.3,50.9,41.4,37.1
+1938,42.1,41.2,47.3,46.6,52.4,59,59.6,60.4,57,50.7,47.8,39.2
+1939,39.4,40.9,42.4,47.8,52.4,58,60.7,61.8,58.2,46.7,46.6,37.8