From 2b1af6e5f1430d122b5e2133fea27f9519e36957 Mon Sep 17 00:00:00 2001 From: Jane Doe Date: Wed, 4 Dec 2024 13:23:12 +0100 Subject: [PATCH] Solution trials --- Solution_for_Denis.md | 141 ++++++++++++++++++ .../unnamed-chunk-14-1.png | Bin 0 -> 43247 bytes 2 files changed, 141 insertions(+) create mode 100644 Solution_for_Denis.md create mode 100644 Solution_for_Denis_files/figure-markdown_strict/unnamed-chunk-14-1.png diff --git a/Solution_for_Denis.md b/Solution_for_Denis.md new file mode 100644 index 00000000..5a74bedc --- /dev/null +++ b/Solution_for_Denis.md @@ -0,0 +1,141 @@ + library(dplyr) + library(readr) + library(ggplot2) + + dat <- read.csv2("wows_playerbase_data.csv", stringsAsFactors = FALSE) + dat <- dat[-c(762:805), ] + + dat$Battles <- gsub(" ", "", dat$Battles) + dat$Avg..damage <- gsub(" ", "", dat$Avg..damage) + dat$Win.rate <- gsub("%", "", dat$Win.rate) + dat$Win.rate <- gsub(" ", "", dat$Win.rate) + + dat$Battles <- as.numeric(dat$Battles) + dat$Avg..damage <- as.numeric(dat$Avg..damage) + dat$Win.rate <- as.numeric(dat$Win.rate) + #dat + + dat <- dat %>% filter(Tier >= 3 & Tier <= 10) + #dat + + dat <- dat %>% filter(Battles >= 200000) + #dat + + dat <- subset(dat, !(Type %in% c("Submarine ", "Aircraft Carrier "))) + #dat + + dat1 <- dat %>% + group_by(Nation, Tier, Type) %>% + filter(Battles == max(Battles, na.rm = TRUE)) %>% + ungroup() + #dat1 + + dat1 <- dat1 %>% + group_by(Nation, Tier) %>% + mutate(ship_type_count = n_distinct(Type)) %>% + filter(ship_type_count == 3) %>% + ungroup() + + #print(dat1) + + dat_groups <- dat1 %>% + group_by(Nation, Tier) %>% + slice_head(n = 3) %>% + ungroup() + + #print(dat_groups) + + dat_grouped <- dat_groups %>% + group_by(Nation, Tier, Type) %>% + summarise( + total_battles = sum(Battles, na.rm = TRUE), + avg_winrate = mean(Win.rate, na.rm = TRUE), + avg_damage = mean(Avg..damage, na.rm = TRUE)) + + ## `summarise()` has grouped output by 'Nation', 'Tier'. You can override using + ## the `.groups` argument. + + #dat_grouped + + dat_grouped <- dat_grouped %>% + group_by(Nation, Tier) %>% + mutate( + points = ifelse(total_battles == max(total_battles), 1, 0) + ) %>% + ungroup() + + nation_points <- dat_grouped %>% + group_by(Nation) %>% + summarise( + total_points = sum(points) + ) %>% + arrange(desc(total_points)) # Sort nations by total points, descending order + + most_unpopular_nation <- nation_points %>% + filter(total_points == min(total_points)) + + top_3_nations <- nation_points %>% + slice_head(n = 3) # Select the top 3 nations based on total points + + top_3_nations + + ## # A tibble: 3 × 2 + ## Nation total_points + ## + ## 1 "Germany " 8 + ## 2 "Japan " 8 + ## 3 "U.K. " 8 + + most_unpopular_nation + + ## # A tibble: 1 × 2 + ## Nation total_points + ## + ## 1 "Pan-Asia " 1 + + top_ships <- dat_grouped %>% + group_by(Nation, Tier, Type) %>% + filter(total_battles == max(total_battles)) %>% + slice(1) + + head(top_ships) + + ## # A tibble: 6 × 7 + ## # Groups: Nation, Tier, Type [6] + ## Nation Tier Type total_battles avg_winrate avg_damage points + ## + ## 1 "France " 5 "Battleship " 2164223 49.7 36275 0 + ## 2 "France " 5 "Cruiser " 3956587 52.2 25688 1 + ## 3 "France " 5 "Destroyer " 794031 51.1 22116 0 + ## 4 "France " 6 "Battleship " 3650246 52.3 47474 0 + ## 5 "France " 6 "Cruiser " 4357927 50.6 28773 1 + ## 6 "France " 6 "Destroyer " 2167144 50.6 24839 0 + + dat_points_summary <- dat_grouped %>% + group_by(Nation, Tier) %>% + summarise(tier_points = sum(points)) %>% + ungroup() + + ## `summarise()` has grouped output by 'Nation'. You can override using the + ## `.groups` argument. + + nation_total_points <- dat_points_summary %>% + group_by(Nation) %>% + summarise(total_points = sum(tier_points)) %>% + ungroup() %>% + arrange(desc(total_points)) + + ggplot(dat_points_summary, aes(x = tier_points, y = reorder(Nation, -tier_points), fill = factor(Tier))) + + geom_bar(stat = "identity") + + geom_text(aes(label = Tier), position = position_stack(vjust = 0.5), color = "white") + # Add tier labels on the bars + + labs( + x = "Points", + y = "Nation", + title = "Popularity of Nations by Tier in World of Warships", + fill = "Tier" + ) + + theme_minimal() + + theme(legend.position = "bottom") + +![](Solution_for_Denis_files/figure-markdown_strict/unnamed-chunk-14-1.png) diff --git a/Solution_for_Denis_files/figure-markdown_strict/unnamed-chunk-14-1.png b/Solution_for_Denis_files/figure-markdown_strict/unnamed-chunk-14-1.png new file mode 100644 index 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