Gold’s Rise Over Silver Amid Trump Tariffs
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The impact of Trump tariffs has boosted gold to outpost silver.
Source code:
library(tidyverse) library(tidyquant) #XAU/USD | Gold Spot US Dollar Price df_xau <- df_xau <- read_csv("data/xau.csv") %>% janitor::clean_names() %>% mutate(date = parse_date(date, "%m/%d/%Y")) %>% select(date, xau = price) #XAG/USD | Silver Spot US Dollar Price df_xag <- df_xag <- read_csv("data/xag.csv") %>% janitor::clean_names() %>% mutate(date = parse_date(date, "%m/%d/%Y")) %>% select(date, xag = price) #Merging the datasets df_merged <- df_xau %>% left_join(df_xag) %>% drop_na() #Index data (Range:0-100) library(recipes) df_index <- df_merged %>% recipe(~ .) %>% step_range(all_numeric(), min = 0, max = 100) %>% prep() %>% bake(new_data = NULL) %>% pivot_longer(-date) #Plot df_index %>% ggplot(aes(date, value, col = name)) + geom_line(linewidth = 2, aes(group = name)) + geom_point(aes(group = name), size = 5) + ggrepel::geom_text_repel( data = df_index %>% group_by(name) %>% slice_head(n = 1), aes(label = round(value,0)), hjust = 1, vjust = 1, nudge_x = 0.5, fontface = "bold", family = "Roboto Slab", size = 6, segment.color = NA ) + ggbraid::geom_braid( data = df_index %>% pivot_wider(), aes( y = NULL, ## Overwrite the inherited aes from ggplot() col = NULL, ymin = xag, ymax = xau, fill = xag < xau ), alpha = 0.3 ) + scale_color_manual(values = c("xau" = "gold", "xag" = "darkgray")) + scale_fill_manual(values = c("TRUE" = "gold", "FALSE" = "darkgray")) + scale_x_date(expand = expansion(mult = c(.1, .15))) + labs( x = element_blank(), y = element_blank(), subtitle = "Normalized to 1-100", title = "<span style = 'color:gold;'>XAU/USD | Gold Spot US Dollar Price</span><br><span style = 'color:darkgray;'>XAG/USD | Silver Spot US Dollar Price</span>" ) + theme_minimal(base_family = "Roboto Slab", base_size = 18) + theme( panel.grid = element_blank(), panel.grid.major.x = element_line(linetype = "dashed", color = "gray"), panel.grid.major.y = element_line(linetype = "dashed", color = "gray"), plot.subtitle = ggtext::element_markdown(face = "bold"), plot.title = ggtext::element_markdown(face = "bold"), axis.text = element_text(face = "bold"), plot.background = element_rect(fill = "azure", color = "azure"), legend.position = "none")
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