feat: change descriptions + remove unwanted files

Author: johannayara

website/content/festivities.svg

@@ -1,5 +1,5 @@
 ---
-title: "Bar Race"
+title: "The Countries Race"
 date: 2026-04-13
 description: "Bar race representing books published by each author nationality over time, with optional population scaling."
 tags: ["d3", "visualization"]

website/content/visualizations/bar-race/index.md

@@ -1,12 +1,14 @@
 ---
-title: "Bestseller ratings timeline by author gender"
+title: "The Bestseller's Timeline"
 description: "Follow bestseller ratings year by year, with women-led titles above the timeline and men-led titles below."
 tags: ["d3", "visualization", "timeline"]
 layout: "simple"
 ---
 
 This timeline compares Goodreads-style ratings by publication year for books that appeared in the monthly international bestseller rankings, using all author origins together. Drag or swipe horizontally to move through the full timeline.
 
+It is interesting to note that between 1927 and 1990, there are remarkably few women bestsellers. Which seems to match with the historical context of these years. This visualisations allows us to see that there is not real rating disparity between the women's besteller and the men's bestseller for a given year.
+
 <style>
 .bestsellers-timeline .timeline-card {
   cursor: pointer;

website/content/visualizations/bestsellers-timeline/index.md

@@ -1,5 +1,5 @@
 ---
-title: "Cartogram"
+title: "Authors Across The World"
 date: 2026-04-13
 description: "Map that scales countries by the number of books published by authors from those countries."
 tags: ["d3", "visualization"]

website/content/visualizations/cartogram/index.md

@@ -1,5 +1,5 @@
 ---
-title: "Gender explorator"
+title: "Exploring Gender"
 description: "Explore gender disparity across genres and author nationalities."
 tags: ["d3", "visualization"]
 layout: "simple"
@@ -11,6 +11,8 @@ Change the sorting and number of rows to highlight the largest categories, the s
 
 Move the row slider and change the sorting mode to make different stories surface: big categories first, sharpest gaps next, and quieter near-parity cases when you want a closer look.
 
+The different sorting possibilities allow different patterns to emerge. Sorting by most books shows that Romance is the most publsihed genre and it is women-led. Second to Romance, we have Fantansy that is a male-led genre, with around 61% of male authors. It is interesting to note that Classics and Philosophy seem to written mostly by male authors. That could be for historical reasons, for example thinking about George Sand which was a women publishing under a male name.
+
 <!-- prettier-ignore-start -->
 {{< d3 >}}
 const root = d3.select(container)

website/content/visualizations/gender-explorator/index.md

@@ -1,5 +1,5 @@
 ---
-title: "Gender explorer - filtered comparison"
+title: "Filtering Gender"
 description: "Filter genres or author nationalities and compare male, female, and other authorship totals."
 tags: ["d3", "visualization"]
 layout: "simple"
@@ -11,6 +11,8 @@ Use the filters to focus on specific categories and see how the gender distribut
 
 Try switching between genres and nationalities, then raise the minimum-books slider to let the small categories step aside and reveal the bigger patterns.
 
+One interesting filter is to filter by Japanese authors, this shows a significant gender disparity with only 5 female authors for 49 male authors.
+
 <!-- prettier-ignore-start -->
 {{< d3 >}}
 const comparisonRoot = d3.select(container)

website/content/visualizations/gender-explorer/index.md

@@ -1,5 +1,5 @@
 ---
-title: "The gender-genre scatter"
+title: "The Gender Scatter"
 description: "Compare average price and average rating by genre or author nationality and gender group."
 tags: ["d3", "visualization"]
 layout: "simple"
@@ -11,6 +11,8 @@ Each point summarizes one category, making it easier to see whether rating and p
 
 Use the group selector and category filters to clean up the cloud of points, then hover around to spot the categories that behave a little differently from the rest.
 
+Selecting all genres and all nationalities allows us to see that one average women are selling books for a lower price and their books seem to be consitentily rated lower. Across genres the disparity seems more stricking that accross nationalities. It should mentionned that the rating scale does not have a very big range as most books seem to be in the range between 3 to 5.
+
 <!-- prettier-ignore-start -->
 {{< d3 >}}
 const scatterRoot = d3.select(container)

website/content/visualizations/gender-genre-scatter/index.md

@@ -1,5 +1,5 @@
 ---
-title: "Languages"
+title: "The Most Published Languages"
 date: 2026-04-13
 description: "Guide to D3.js usage in Congo"
 layout: "simple"

website/content/visualizations/languages/index.md

@@ -1,10 +1,10 @@
 ---
-title: "Women's bookshop"
+title: "The Bookshop"
 date: 2026-04-13
 description: "browse and filter books on an interactive shelf"
 layout: "simple"
 ---
-## Welcome to our bookshop ! 
+## Welcome to our bookshop !
 
 Press the button to discover books written exclusively by women from all over the world :)
 

website/content/visualizations/library/index.md

@@ -1,5 +1,5 @@
 ---
-title: "Publishers"
+title: "Equality By Publishers"
 date: 2026-04-13
 description: "compare gender representation across major publishers"
 layout: "simple"
@@ -9,7 +9,7 @@ This charts explores the relationship betwen publishers and authors' gender.
 
 As we can see, few publishers are close to gender equality.
 
-One factor that seem to impact the ratio quite strongly is the most published book genres, as all publishers with a majority of books published by women have either Romance, Young Adult or both in their top 3. 
+One factor that seem to impact the ratio quite strongly is the most published book genres, as all publishers with a majority of books published by women have either Romance, Young Adult or both in their top 3.
 
 On the other hand, publishers focusing on Classics/Literature, Science Fiction and Fantasy seem to be publishing men's books overwhelmingly.
 {{< rawhtml >}}