

USDC + USDT = 80% of global stablecoin market capitalization. Here,
our sample represents more than 90% of the stablecoin market
capitalization.
Models
We estimate the following local projection model :
\[
Y_{i,t+h}-Y_{i,t-1}= \alpha_i + \beta^h X_t + \gamma Z_t + \mu_{i,t}
\] Where \(Y\) is the
log-difference of stablecoin market capitalization, \(\alpha_i\) is an individual FE, and \(X_t\) is our index of speech CBDC-related
sentiment/stance. \(Z_t\) are control
variables representing the VIX and the GPRD and their lags, and dummies
representing Terra-Luna and FTX crashes. We include individual (\(\alpha_i\)) fixed-effects.
Note : we take the 95% interval confidences for all estimations.
Standard errors are heteroskedasticity robusts (clusterized by
stablecoin).
Daily
Sentiment / Stance


In addition, we can decompose the market capitalization effect on two
effects : the price effect, and the supply effect. We retrieve both
price and supply from Artemis.xyz.


ECB vs other


---
title: "R Notebook"
output: html_notebook
---

```{r, include=FALSE}
path <- "C:/users/fkraus/Desktop/artemis_data.xlsx"

# 1) Forcer l'import de TOUTES les colonnes (range large) et tout lire en texte


artemis_price_raw <- read_excel(
  path,
  sheet = "PRICE",
  range = "A1:CN3966",        
  col_types = "text",
  .name_repair = "unique"      
)

artemis_supply_raw <- read_excel(
  path,
  sheet = "SUPPLY",
  range = "A1:CN3966",        
  col_types = "text",
  .name_repair = "unique"      
)

artemis_volume_raw <- read_excel(
  path,
  sheet = "VOLUME",
  range = "A1:CN3966",       
  col_types = "text",
  .name_repair = "unique"      
)





artemis_price <- artemis_price_raw %>%
  mutate(across(everything(), ~ na_if(str_trim(.x), ""))) %>%
  mutate(
    DateTime = as.Date(as.numeric(DateTime), origin = "1899-12-30")
  ) %>%
  mutate(across(
    -c(DateTime),
    ~ readr::parse_number(.x, locale = readr::locale(decimal_mark=".", grouping_mark=","))))%>%
      pivot_longer(-DateTime, names_to = "stablecoin", values_to = "price")%>%
  mutate(stablecoin = stablecoin %>%str_remove( "\\s*-\\s*Price\\s*(\\(\\$\\))?\\s*$"))


artemis_supply <- artemis_supply_raw %>%
  mutate(across(everything(), ~ na_if(str_trim(.x), ""))) %>%
  mutate(
    DateTime = as.Date(as.numeric(DateTime), origin = "1899-12-30")
  ) %>%
  mutate(across(
    -c(DateTime),
    ~ readr::parse_number(.x, locale = readr::locale(decimal_mark=".", grouping_mark=","))))%>%
      pivot_longer(-DateTime, names_to = "stablecoin", values_to = "supply")%>%
  mutate(stablecoin = stablecoin %>%str_remove( "\\s*-\\s*Stablecoin Supply\\s*(\\(\\$\\))?\\s*$"))
  

artemis_volume <- artemis_volume_raw %>%
  mutate(across(everything(), ~ na_if(str_trim(.x), ""))) %>%
  mutate(
    DateTime = as.Date(as.numeric(DateTime), origin = "1899-12-30")
  ) %>%
  mutate(across(
    -c(DateTime),
    ~ readr::parse_number(.x, locale = readr::locale(decimal_mark=".", grouping_mark=","))))%>%
      pivot_longer(-DateTime, names_to = "stablecoin", values_to = "volume")%>%
  mutate(stablecoin = stablecoin %>%str_remove( "\\s*-\\s*Stablecoin Transaction Volume\\s*(\\(\\$\\))?\\s*$"))

artemis <- artemis_price %>%
  left_join(artemis_supply, by=c("stablecoin", "DateTime"))%>%
  left_join(artemis_volume, by=c("stablecoin", "DateTime"))%>%
  filter(!price == 0, !supply == 0, !volume<10000)




cutoff <- as.Date("2022-01-01")

list <- artemis%>%
  group_by(stablecoin) %>%
  filter(
    any(DateTime < cutoff & !is.na(supply),      na.rm = TRUE) &
    any(DateTime < cutoff & !is.na(price),       na.rm = TRUE)
  ) %>%
  mutate(market_cap = price * supply)%>%

  summarize(max = max(market_cap))%>%
  arrange(-max)%>%
  head(10)



database_artemis<- artemis %>%
  filter(stablecoin %in% list$stablecoin)%>%
  
  rename("Date"="DateTime")%>%
  mutate(market_cap = supply * price)

```

```{r, echo=FALSE}
ggplot(database_artemis, aes(x=Date, y=market_cap))+
  geom_line()+facet_wrap(~stablecoin, ncol=5, scales="free_y")+
  theme(axis.text.x = element_text(angle=90)
    
  )
```


```{r}
GPR <- readxl::read_excel("C:/users/fkraus/Desktop/Articles/effects of CB speeches on stablecoins/2025/GPR.xlsx")%>%
  mutate(date=as.Date(date))%>%
  select(-c(DAY))
require(quantmod)
VIX <- getSymbols("^VIX", src="yahoo", auto.assign = FALSE) 
vix_data <- data.frame(date = index(VIX), coredata(VIX))%>%
  dplyr::rename("VIX_close" = `VIX.Close`)%>%
  select(date, VIX_close)

data_artemis <-database_artemis%>%
  na.omit()%>%
  left_join(database_daily, by=c("Date"="date"))%>%
  left_join(GPR, by=c("Date"="date"))%>%
  left_join(vix_data, by=c("Date"="date"))%>%
  arrange(stablecoin, Date)%>%
  mutate(FTX = ifelse(Date > as.Date("2022-11-01") & Date < as.Date("2023-01-01"),1,0 ))%>%
  mutate(Luna = ifelse(Date > as.Date("2022-05-01") & Date < as.Date("2022-07-01"),1,0 ))%>%
  
  mutate(across(-Date, ~ tidyr::replace_na(.x, 0))) %>% # remove this to replace 0 with NA when there's no speech
  group_by(stablecoin)%>%
  mutate(log_supply = log(supply), log_mktcap = log(market_cap))%>%
  filter(Date < as.Date("2025-07-01"))%>%

  janitor::clean_names()

colnames(data_artemis)<- c(
  "date", "stablecoin", "price", "supply", "volume", "market_cap", "sentiment", "stance", "stance_auer", 
  "speechday", "sent_general", "sen_retail", "sent_wholesale", "stance_general", "stance_retail", "stance_wholesale", 
  "sent_feature", "sent_process", "sent_riskbenef", "stance_feature", "stance_process", "stance_riskbenef", 
  "sent_general_feature", "sent_general_process", "sent_general_riskbenef", 
  "sent_retail_feature", "sent_retail_riskbenef", "sent_wholesale_feature",
  "sent_retail_process", "sent_wholesale_riskbenef", "sent_wholesale_process",
  
  "stance_general_feature", "stance_general_process", "stance_general_riskbenef", 
  "stance_retail_feature", "stance_retail_riskbenef", "stance_wholesale_feature",
  "stance_retail_process", "stance_wholesale_riskbenef", "stance_wholesale_process",
  "sent_developed", "sent_emerging", "stance_developed", "stance_emerging", 
  
  "sent_non_ecb_fed_boj", "sent_ecb_fed_boj", 
  "stance_non_ecb_fed_boj", "stance_ecb_fed_boj",
  
  
  "sent_non_ecb", "sent_ecb", "stance_non_ecb", "stance_ecb", 
  
  "sent_imp_speech", "stance_imp_speech", 
  
  "sent_imp_general", "sent_imp_retail", "sent_imp_wholesale",
  "stance_imp_general", "stance_imp_retail", "stance_imp_wholesale", 
  
  "sent_imp_feature", "sent_imp_process", "sent_imp_riskbenef",
  "stance_imp_feature", "stance_imp_process", "stance_imp_riskbenef", 
  "sent_imp_feature_general", "sent_imp_feature_retail", "sent_imp_feature_wholesale",
  "sent_imp_process_general", "sent_imp_riskbenef_general", "sent_imp_riskbenef_retail", 
  "sent_imp_process_retail", "sent_imp_process_wholesale", "sent_imp_riskbenef_wholesale", 
  
"stance_imp_feature_general", "stance_imp_feature_retail", "stance_imp_feature_wholesale",
  "stance_imp_process_general", "stance_imp_riskbenef_general", "stance_imp_riskbenef_retail", 
  "stance_imp_process_retail", "stance_imp_process_wholesale", "stance_imp_riskbenef_wholesale", 

"sent_imp_non_ecb", "sent_imp_ecb", "stance_imp_non_ecb", "stance_imp_ecb", 

"n10d", "gprd", "gprd_act", "gprd_threat", "gprd_ma30", "gprd_ma7", 
"vix", "ftx", "luna", "log_supply", "log_mktcap"
  
  
  
  
  
  
  
)
                                 
                                        
                   
```


```{r, echo=FALSE}
ggplot(data_artemis, aes(x = date, y = market_cap, fill = stablecoin)) +
  geom_area() +
  labs(x = "", y = "", title = "Cumulated Market Cap") +
  theme_minimal() +
  theme(legend.position = "bottom")

```
USDC + USDT = 80% of global stablecoin market capitalization.
Here, our sample represents more than 90% of the stablecoin market capitalization.


```{r, include=FALSE}
make_irf_plot_2 <- function(data, title = NULL) {
  ggplot(
    data,
    aes(
      x = h, y = irf,
      ymin = low, ymax = up,
      color = type, fill = type
    )
  ) +
    geom_hline(yintercept = 0, linetype = "dashed") +
    geom_ribbon(alpha = 0.3, color = NA) +
    geom_line(linewidth = 0.7) +
    scale_color_manual(values = cols_type) +
    scale_fill_manual(values = cols_type) +
    labs(
      x = "Horizon (weeks)",
      y = "Response of Supply (log)",
      color = NULL, fill = NULL,
      title = title
    ) +
    theme_minimal(base_size = 12) +
    theme(
      legend.position = "bottom",
      plot.title = element_text(hjust = 0.5)
    )
}

cols_type <- c(
  "Sentiment" = "#1f77b4",  # bleu
  "Stance"    = "#d62728",  # rouge
  "Sentiment (Auer)"     = "#d95f02"   # au cas où (Auer sentiment seul, etc.)
)

shock_var <- c("stance_auer", "stance", "sentiment", "sent_non_ecb", "sent_ecb", "stance_non_ecb", "stance_ecb", "stance * vix", "stance * gprd")

plot_lp <- function(lp_model,
                    ...,
                    type = "",
                    title = "",
                    conf.level = 0.95,
                    vcov = "HC1",
                    keep_term = NULL) {

  # Accept: plot_lp(lp1) OR plot_lp(lp1, lp2, ...) OR plot_lp(list(lp1, lp2))
  models <- list(lp_model, ...)
  if (length(models) == 1 && is.list(models[[1]]) && !inherits(models[[1]][[1]], "fixest")) {
    # If user passed a plain list of models: plot_lp(list(lp1, lp2))
    models <- models[[1]]
  }

  stopifnot(length(models) > 0)

  # recycle / validate type labels
  if (length(type) == 1) type <- rep(type, length(models))
  if (length(type) != length(models)) {
    stop("`type` must have length 1 or the same length as the number of LP models.")
  }

  # helper: extract df for ONE lp object
  one_lp_to_df <- function(one_lp, one_type) {
    stopifnot(is.list(one_lp), length(one_lp) > 0)
    H <- length(one_lp) - 1

    purrr::map2_dfr(
      one_lp,
      0:H,
      ~{
        tt <- broom::tidy(.x, conf.int = TRUE, conf.level = conf.level, vcov = vcov)

        shock_term <- if (is.null(keep_term)) {
          tt$term[!tt$term %in% c("(Intercept)", "(intercept)", "Intercept")][1]
        } else {
          keep_term
        }

        tt %>%
          dplyr::filter(.data$term == shock_term) %>%
          dplyr::transmute(
            h   = .y,
            irf = .data$estimate,
            low = .data$conf.low,
            up  = .data$conf.high,
            term = .data$term,
            type = one_type
          )
      }
    )
  }

  irf_df <- purrr::map2_dfr(models, type, one_lp_to_df)

  ggplot(
    irf_df,
    aes(
      x = h, y = irf,
      ymin = low, ymax = up,
      color = type, fill = type
    )
  ) +
    geom_hline(yintercept = 0, linetype = "dashed") +
    geom_ribbon(alpha = 0.3, color = NA) +
    geom_line(linewidth = 0.7) +
    scale_color_manual(values = cols_type) +
    scale_fill_manual(values = cols_type) +
    labs(
      x = "Horizon",
      y = "Response of Supply (log)",
      color = NULL, fill = NULL,
      title = title
    ) +
    theme_minimal(base_size = 12) +
    theme(
      legend.position = "bottom",
      plot.title = element_text(hjust = 0.5)
    )
}
```


# Models
We estimate the following local projection model :

$$
Y_{i,t+h}-Y_{i,t-1}= \alpha_i + \beta^h  X_t + \gamma Z_t + \mu_{i,t}
$$
Where $Y$ is the log-difference of stablecoin market capitalization, $\alpha_i$ is an individual FE, and $X_t$ is our index of speech CBDC-related sentiment/stance. $Z_t$ are control variables representing the VIX and the GPRD and their lags, and dummies representing Terra-Luna and FTX crashes. We include individual ($\alpha_i$) fixed-effects.  
Note : we take the 95% interval confidences for all estimations. Standard errors are heteroskedasticity robusts (clusterized by stablecoin).

## Daily
```{r, echo=FALSE, message=FALSE}
h = 30
lp_auer <- feols(
  f(log_mktcap, 0:h)- l(log_mktcap,1) ~ stance_auer +  l(gprd,0:1)+l(vix, 0:1)+luna+ftx | stablecoin,
  data = data_artemis, panel.id=c("stablecoin", "date")
)

lp_sent <- feols(
  f(log_mktcap, 0:h)- l(log_mktcap,1) ~ sentiment+  l(gprd,0:1)+l(vix, 0:1)+luna+ftx | stablecoin,
  data = data_artemis, panel.id=c("stablecoin", "date")
)


lp_stance<- feols(
  f(log_mktcap, 0:h)- l(log_mktcap, 1) ~ stance+ l(gprd,0:1)+l(vix, 0:1)+luna+ftx | stablecoin,
  data = data_artemis, panel.id=c("stablecoin", "date")
)



```
### Sentiment / Stance
```{r, echo=FALSE, message=FALSE}
plot_lp(lp_auer, type="Sentiment (Auer)", title="Daily response of Market Capitalization to increase in Auer & al. (2021) sentiment")
plot_lp(lp_sent, lp_stance, type=c("Sentiment", "Stance"), title="Daily response of Market Capitalization to increase in sentiment/stance")


```









In addition, we can decompose the market capitalization effect on two effects : the price effect, and the supply effect. We retrieve both price and supply from Artemis.xyz. 

```{r, message=FALSE, echo=FALSE}
lp_sent_p <- feols(
  f(price, 0:h)- l(price,1) ~ sentiment +  l(gprd,0:1)+l(vix, 0:1)+luna+ftx | stablecoin,
  data = data_artemis, panel.id=c("stablecoin", "date")
)
lp_sent_s <- feols(
  f(log_supply, 0:h)- l(log_supply,1) ~ sentiment+  l(gprd,0:1)+l(vix, 0:1)+luna+ftx | stablecoin,
  data = data_artemis, panel.id=c("stablecoin", "date")
)

lp_stance_p  <- feols(
  f(price, 0:h)- l(price,1) ~ stance +  l(gprd,0:1)+l(vix, 0:1)+luna+ftx | stablecoin,
  data = data_artemis, panel.id=c("stablecoin", "date")
)

lp_stance_s  <- feols(
  f(log_supply, 0:h)- l(log_supply,1) ~ stance +  l(gprd,0:1)+l(vix, 0:1)+luna+ftx | stablecoin,
  data = data_artemis, panel.id=c("stablecoin", "date")
)

plot_lp(lp_sent_p, lp_stance_p, type=c("Sentiment", "Stance"), title="Reaction of prices to increase in sentiment/stance")
plot_lp(lp_sent_s, lp_stance_s, type=c("Sentiment", "Stance"), title="Reaction of supply to increase in sentiment/stance")

```




#### ECB vs other
```{r, warning=FALSE, message=FALSE, echo=FALSE}
lp_sent_ecb <- feols(
  f(log_mktcap, 0:h)- l(log_mktcap,1) ~ sent_ecb  +  l(gprd,0:1)+l(vix, 0:1)+luna+ftx | stablecoin,
  data = data_artemis, panel.id=c("stablecoin", "date"))

lp_stance_ecb <- feols(
  f(log_mktcap, 0:h)- l(log_mktcap,1) ~ stance_ecb +  l(gprd,0:1)+l(vix, 0:1)+luna+ftx | stablecoin,
  data = data_artemis, panel.id=c("stablecoin", "date"))

lp_sent_other <- feols(
  f(log_mktcap, 0:h)- l(log_mktcap,1) ~ sent_non_ecb  +  l(gprd,0:1)+l(vix, 0:1)+luna+ftx | stablecoin,
  data = data_artemis, panel.id=c("stablecoin", "date"))

lp_stance_other <- feols(
  f(log_mktcap, 0:h)- l(log_mktcap,1) ~ stance_non_ecb +  l(gprd,0:1)+l(vix, 0:1)+luna+ftx | stablecoin,
  data = data_artemis, panel.id=c("stablecoin", "date"))

plot_lp(lp_sent_ecb, lp_stance_ecb, type=c("Sentiment", "Stance"), title="ECB")
plot_lp(lp_sent_other, lp_stance_other, type=c("Sentiment", "Stance"), title="Other")

```
















