External balance on goods and services (% of GDP)

Data - WDI

Info

source dataset .html .RData

wdi

BN.CAB.XOKA.GD.ZS

2024-09-18 2024-09-18

wdi

NE.RSB.GNFS.ZS

2024-09-15 2024-09-18

Data on main macro

source dataset .html .RData

eurostat

nama_10_a10

2024-09-15 2024-09-15

eurostat

nama_10_a10_e

2024-09-15 2024-09-18

eurostat

nama_10_gdp

2024-09-15 2024-09-15

eurostat

nama_10_lp_ulc

2024-09-15 2024-09-15

eurostat

namq_10_a10

2024-09-15 2024-09-18

eurostat

namq_10_a10_e

2024-09-15 2024-09-15

eurostat

namq_10_gdp

2024-09-04 2024-09-15

eurostat

namq_10_lp_ulc

2024-09-15 2024-09-15

eurostat

namq_10_pc

2024-08-21 2024-09-15

eurostat

nasa_10_nf_tr

2024-09-15 2024-09-15

eurostat

nasq_10_nf_tr

2024-09-02 2024-09-02

fred

gdp

2024-08-29 2024-09-18

oecd

QNA

2024-06-06 2024-06-30

oecd

SNA_TABLE1

2024-09-15 2024-06-30

oecd

SNA_TABLE14A

2024-09-15 2024-06-30

oecd

SNA_TABLE2

2024-07-01 2024-04-11

oecd

SNA_TABLE6A

2024-07-01 2024-06-30

wdi

NE.RSB.GNFS.ZS

2024-09-15 2024-09-18

wdi

NY.GDP.MKTP.CD

2024-09-15 2024-09-18

wdi

NY.GDP.MKTP.PP.CD

2024-09-15 2024-09-18

wdi

NY.GDP.PCAP.CD

2024-09-15 2024-09-18

wdi

NY.GDP.PCAP.KD

2024-09-15 2024-09-18

wdi

NY.GDP.PCAP.PP.CD

2024-09-15 2024-09-18

wdi

NY.GDP.PCAP.PP.KD

2024-09-15 2024-09-18

LAST_COMPILE

LAST_COMPILE
2024-09-18

Last

Code
NE.RSB.GNFS.ZS %>%
  group_by(year) %>%
  summarise(Nobs = n()) %>%
  arrange(desc(year)) %>%
  head(1) %>%
  print_table_conditional()
year Nobs
2023 178

Nobs - Javascript

Code
NE.RSB.GNFS.ZS %>%
  left_join(iso2c, by = "iso2c") %>%
  group_by(iso2c, Iso2c) %>%
  mutate(value = round(value, 2)) %>%
  summarise(Nobs = n(),
            `Year 1` = first(year),
            `NX 1 (%)` = first(value),
            `Year 2` = last(year),
            `NX 2 (%)` = last(value)) %>%
  arrange(-Nobs) %>%
  mutate(Flag = gsub(" ", "-", str_to_lower(Iso2c)),
         Flag = paste0('<img src="../../bib/flags/vsmall/', Flag, '.png" alt="Flag">')) %>%
  select(Flag, everything()) %>%
  {if (is_html_output()) datatable(., filter = 'top', rownames = F, escape = F) else .}

Crises in Emerging Markets (Source: Vegh (2013))

1982: Southern Cone - Argentina, Chile, Uruguay

Code
NE.RSB.GNFS.ZS %>%
  year_to_date %>%
  filter(iso2c %in% c("AR", "CL", "UY"),
         date >= as.Date("1976-01-01"),
         date <= as.Date("1987-01-01")) %>%
  left_join(iso2c, by = "iso2c") %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_3flags +
  scale_x_date(breaks = seq(1950, 2024, 2) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 2),
                     labels = scales::percent_format(accuracy = 1)) +
  xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

1994: Mexico

Code
WDI %>%
  left_join(iso3c, by = "iso3c") %>%
  filter(iso2c %in% c("MX"),
         INDICATOR %in% c("NE.RSB.GNFS.ZS", "BN.CAB.XOKA.GD.ZS"),
         date <= as.Date("1999-01-01"),
         date >= as.Date("1989-01-01")) %>%
  left_join(INDICATOR, by = "INDICATOR") %>%
  ggplot(.) + xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_line(aes(x = date, y = value/100, color = Indicator, linetype = Indicator)) + 
  theme_minimal() + scale_color_manual(values = viridis(3)[1:2]) +
  theme(legend.title = element_blank(),
        legend.position = c(0.3, 0.9)) +
  scale_x_date(breaks = seq(1950, 2020, 1) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 1),
                     labels = scales::percent_format(accuracy = 1)) +
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

1997: Russia

Code
WDI %>%
  left_join(iso3c, by = "iso3c") %>%
  filter(iso2c %in% c("RU"),
         INDICATOR %in% c("NE.RSB.GNFS.ZS", "BN.CAB.XOKA.GD.ZS"),
         date <= as.Date("2002-01-01"),
         date >= as.Date("1980-01-01")) %>%
  left_join(INDICATOR, by = "INDICATOR") %>%
  ggplot(.) + xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_line(aes(x = date, y = value/100, color = Indicator, linetype = Indicator)) + 
  theme_minimal() + scale_color_manual(values = viridis(3)[1:2]) +
  theme(legend.title = element_blank(),
        legend.position = c(0.3, 0.9)) +
  scale_x_date(breaks = seq(1950, 2020, 1) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 1),
                     labels = scales::percent_format(accuracy = 1)) +
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

1997: East Asia - Indonesia, Korea, Malaysia, Thailand

Code
NE.RSB.GNFS.ZS %>%
  year_to_date %>%
  filter(iso2c %in% c("ID", "KR", "MY", "TH"),
         date <= as.Date("2002-01-01"),
         date >= as.Date("1992-01-01")) %>%
  left_join(iso2c, by = "iso2c") %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_4flags +
  scale_x_date(breaks = seq(1950, 2020, 1) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 2),
                     labels = scales::percent_format(accuracy = 1)) +
  xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

2001: Turkey

Code
WDI %>%
  left_join(iso3c, by = "iso3c") %>%
  filter(iso2c %in% c("TR"),
         INDICATOR %in% c("NE.RSB.GNFS.ZS", "BN.CAB.XOKA.GD.ZS"),
         date <= as.Date("2006-01-01"),
         date >= as.Date("1996-01-01")) %>%
  left_join(INDICATOR, by = "INDICATOR") %>%
  ggplot(.) + xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_line(aes(x = date, y = value/100, color = Indicator, linetype = Indicator)) + 
  theme_minimal() + scale_color_manual(values = viridis(3)[1:2]) +
  theme(legend.title = element_blank(),
        legend.position = c(0.3, 0.9)) +
  scale_x_date(breaks = seq(1950, 2020, 1) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 1),
                     labels = scales::percent_format(accuracy = 1)) +
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

Israel

All

Code
WDI %>%
  left_join(iso3c, by = "iso3c") %>%
  filter(iso2c %in% c("IL"),
         INDICATOR %in% c("NE.RSB.GNFS.ZS", "BN.CAB.XOKA.GD.ZS")) %>%
  left_join(INDICATOR, by = "INDICATOR") %>%
  ggplot(.) + xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_line(aes(x = date, y = value/100, color = Indicator, linetype = Indicator)) + 
  theme_minimal() + scale_color_manual(values = viridis(3)[1:2]) +
  theme(legend.title = element_blank(),
        legend.position = c(0.7, 0.2)) +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 2),
                     labels = scales::percent_format(accuracy = 1)) +
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

1990

Code
WDI %>%
  left_join(iso3c, by = "iso3c") %>%
  filter(iso2c %in% c("IL"),
         INDICATOR %in% c("NE.RSB.GNFS.ZS", "BN.CAB.XOKA.GD.ZS"),
         date >= as.Date("1990-01-01")) %>%
  left_join(INDICATOR, by = "INDICATOR") %>%
  ggplot(.) + xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_line(aes(x = date, y = value/100, color = Indicator, linetype = Indicator)) + 
  theme_minimal() + scale_color_manual(values = viridis(3)[1:2]) +
  theme(legend.title = element_blank(),
        legend.position = c(0.7, 0.2)) +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 2),
                     labels = scales::percent_format(accuracy = 1)) +
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

2000

Code
WDI %>%
  left_join(iso3c, by = "iso3c") %>%
  filter(iso2c %in% c("IL"),
         INDICATOR %in% c("NE.RSB.GNFS.ZS", "BN.CAB.XOKA.GD.ZS"),
         date >= as.Date("2000-01-01")) %>%
  left_join(INDICATOR, by = "INDICATOR") %>%
  ggplot(.) + xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_line(aes(x = date, y = value/100, color = Indicator, linetype = Indicator)) + 
  theme_minimal() + scale_color_manual(values = viridis(3)[1:2]) +
  theme(legend.title = element_blank(),
        legend.position = c(0.7, 0.2)) +
  scale_x_date(breaks = seq(1950, 2025, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 1),
                     labels = scales::percent_format(accuracy = 1)) +
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

1989-1999

Code
WDI %>%
  left_join(iso3c, by = "iso3c") %>%
  filter(iso2c %in% c("IL"),
         INDICATOR %in% c("NE.RSB.GNFS.ZS", "BN.CAB.XOKA.GD.ZS"),
         date <= as.Date("1999-01-01"),
         date >= as.Date("1989-01-01")) %>%
  left_join(INDICATOR, by = "INDICATOR") %>%
  ggplot(.) + xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_line(aes(x = date, y = value/100, color = Indicator, linetype = Indicator)) + 
  theme_minimal() + scale_color_manual(values = viridis(3)[1:2]) +
  theme(legend.title = element_blank(),
        legend.position = c(0.3, 0.9)) +
  scale_x_date(breaks = seq(1950, 2020, 1) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 1),
                     labels = scales::percent_format(accuracy = 1)) +
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

Vietnam

Code
WDI %>%
  left_join(iso3c, by = "iso3c") %>%
  filter(iso2c %in% c("VN"),
         INDICATOR %in% c("NE.RSB.GNFS.ZS", "BN.CAB.XOKA.GD.ZS")) %>%
  left_join(INDICATOR, by = "INDICATOR") %>%
  ggplot(.) + xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_line(aes(x = date, y = value/100, color = Indicator, linetype = Indicator)) + 
  theme_minimal() + scale_color_manual(values = viridis(3)[1:2]) +
  theme(legend.title = element_blank(),
        legend.position = c(0.3, 0.95)) +
  scale_x_date(breaks = seq(1950, 2025, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 2),
                     labels = scales::percent_format(accuracy = 1)) +
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

Afghanistan

All

Code
WDI %>%
  left_join(iso3c, by = "iso3c") %>%
  filter(iso2c %in% c("AF"),
         INDICATOR %in% c("NE.RSB.GNFS.ZS", "BN.CAB.XOKA.GD.ZS")) %>%
  left_join(INDICATOR, by = "INDICATOR") %>%
  ggplot(.) + xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_line(aes(x = date, y = value/100, color = Indicator, linetype = Indicator)) + 
  theme_minimal() + scale_color_manual(values = viridis(3)[1:2]) +
  theme(legend.title = element_blank(),
        legend.position = c(0.3, 0.95)) +
  scale_x_date(breaks = seq(1950, 2025, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 2),
                     labels = scales::percent_format(accuracy = 1)) +
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

2008-

Code
WDI %>%
  left_join(iso3c, by = "iso3c") %>%
  filter(iso2c %in% c("AF"),
         INDICATOR %in% c("NE.RSB.GNFS.ZS", "BN.CAB.XOKA.GD.ZS")) %>%
  filter(date >= as.Date("2008-01-01")) %>%
  left_join(INDICATOR, by = "INDICATOR") %>%
  ggplot(.) + xlab("") + ylab("External Balance, Current Account (% of GDP)") + 
  geom_line(aes(x = date, y = value/100, color = Indicator, linetype = Indicator)) + 
  theme_minimal() + scale_color_manual(values = viridis(3)[1:2]) +
  theme(legend.title = element_blank(),
        legend.position = c(0.7, 0.8)) +
  scale_x_date(breaks = seq(1950, 2020, 1) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 5),
                     labels = scales::percent_format(accuracy = 1)) +
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

China

Code
WDI %>%
  left_join(iso3c, by = "iso3c") %>%
  filter(iso2c %in% c("VN"),
         INDICATOR %in% c("NE.RSB.GNFS.ZS", "BN.CAB.XOKA.GD.ZS")) %>%
  left_join(INDICATOR, by = "INDICATOR") %>%
  ggplot(.) + xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_line(aes(x = date, y = value/100, color = Indicator, linetype = Indicator)) + 
  theme_minimal() + scale_color_manual(values = viridis(3)[1:2]) +
  theme(legend.title = element_blank(),
        legend.position = c(0.3, 0.95)) +
  scale_x_date(breaks = seq(1950, 2025, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 2),
                     labels = scales::percent_format(accuracy = 1)) +
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

Sweden

Code
WDI %>%
  left_join(iso3c, by = "iso3c") %>%
  filter(iso2c %in% c("SE"),
         INDICATOR %in% c("NE.RSB.GNFS.ZS", "BN.CAB.XOKA.GD.ZS")) %>%
  left_join(INDICATOR, by = "INDICATOR") %>%
  ggplot(.) + xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_line(aes(x = date, y = value/100, color = Indicator, linetype = Indicator)) + 
  theme_minimal() + scale_color_manual(values = viridis(3)[1:2]) +
  theme(legend.title = element_blank(),
        legend.position = c(0.3, 0.95)) +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 2),
                     labels = scales::percent_format(accuracy = 1)) +
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

Germany

Code
WDI %>%
  left_join(iso3c, by = "iso3c") %>%
  filter(iso2c %in% c("DE"),
         INDICATOR %in% c("NE.RSB.GNFS.ZS", "BN.CAB.XOKA.GD.ZS")) %>%
  left_join(INDICATOR, by = "INDICATOR") %>%
  ggplot(.) + xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_line(aes(x = date, y = value/100, color = Indicator, linetype = Indicator)) + 
  theme_minimal() + scale_color_manual(values = viridis(3)[1:2]) +
  theme(legend.title = element_blank(),
        legend.position = c(0.3, 0.95)) +
  scale_x_date(breaks = seq(1950, 2025, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 2),
                     labels = scales::percent_format(accuracy = 1)) +
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

France, New Zealand, Switzerland

Code
NE.RSB.GNFS.ZS %>%
  filter(iso2c %in% c("NZ", "FR", "CH")) %>%
  left_join(iso2c, by = "iso2c") %>%
  year_to_date %>%
  filter(date >= as.Date("1990-01-01")) %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_3flags +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 1),
                     labels = scales::percent_format(accuracy = 1)) +
  xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

France, Germany, Italy

Viridis

Code
NE.RSB.GNFS.ZS %>%
  filter(iso2c %in% c("IT", "FR", "DE")) %>%
  left_join(iso2c, by = "iso2c") %>%
  year_to_date %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_3flags +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 1),
                     labels = scales::percent_format(accuracy = 1)) +
  xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

Flags

Code
NE.RSB.GNFS.ZS %>%
  filter(iso2c %in% c("IT", "FR", "DE")) %>%
  left_join(iso2c, by = "iso2c") %>%
  year_to_date %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_3flags +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 1),
                     labels = scales::percent_format(accuracy = 1)) +
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

Germany, France, Switzerland

Code
NE.RSB.GNFS.ZS %>%
  left_join(iso2c, by = "iso2c") %>%
  year_to_date %>%
  filter(iso2c %in% c("CH", "FR", "DE"),
         date >= as.Date("1970-01-01")) %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_3flags +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 1),
                     labels = scales::percent_format(accuracy = 1),
                     limits = c(-0.05, 0.14)) +
  xlab("") + ylab("Exportations Nettes (% du PIB)") + 
  geom_hline(yintercept = 0, linetype = "dashed",  color = "grey")

Poland, Hungary, Czech Republic

Code
NE.RSB.GNFS.ZS %>%
  left_join(iso2c, by = "iso2c") %>%
  year_to_date %>%
  filter(iso2c %in% c("PL", "HU", "CZ"),
         date >= as.Date("1970-01-01")) %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_3flags +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 1),
                     labels = scales::percent_format(accuracy = 1)) +
  xlab("") + ylab("Exportations Nettes (% du PIB)") + 
  geom_hline(yintercept = 0, linetype = "dashed",  color = "grey")

France, Spain, Portugal

Code
NE.RSB.GNFS.ZS %>%
  left_join(iso2c, by = "iso2c") %>%
  year_to_date %>%
  filter(iso2c %in% c("ES", "FR", "DE", "PT"),
         date >= as.Date("1970-01-01")) %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_4flags +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 1),
                     labels = scales::percent_format(accuracy = 1)) +
  xlab("") + ylab("Exportations Nettes (% du PIB)") + 
  geom_hline(yintercept = 0, linetype = "dashed",  color = "grey")

Germany, France, China

Code
NE.RSB.GNFS.ZS %>%
  left_join(iso2c, by = "iso2c") %>%
  year_to_date %>%
  filter(iso2c %in% c("CN", "FR", "DE"),
         date >= as.Date("1970-01-01")) %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_3flags +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 1),
                     labels = scales::percent_format(accuracy = 1),
                     limits = c(-0.05, 0.09)) +
  xlab("") + ylab("External balance on goods and services (% of GDP)") + 
  geom_hline(yintercept = 0, linetype = "dashed",  color = "grey")

Germany, France, China, United States

Code
NE.RSB.GNFS.ZS %>%
  left_join(iso2c, by = "iso2c") %>%
  year_to_date %>%
  filter(iso2c %in% c("CN", "FR", "DE", "US"),
         date >= as.Date("1970-01-01")) %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_4flags +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 1),
                     labels = scales::percent_format(accuracy = 1)) +
  xlab("") + ylab("External balance on goods and services (% of GDP)") + 
  geom_hline(yintercept = 0, linetype = "dashed",  color = "grey")

Saudi Arabia, Jordan, Kuwait

Code
NE.RSB.GNFS.ZS %>%
  filter(iso2c %in% c("SA", "JO", "KW")) %>%
  left_join(iso2c, by = "iso2c") %>%
  year_to_date %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_3flags +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-200, 200, 10),
                     labels = scales::percent_format(accuracy = 1)) +
  xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

Lebanon, Barbados, Italy

Code
NE.RSB.GNFS.ZS %>%
  filter(iso2c %in% c("LB", "BB", "IT"),
         year >= 2000) %>%
  left_join(iso2c, by = "iso2c") %>%
  year_to_date %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_3flags +
  scale_x_date(breaks = seq(1950, 2020, 1) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 5),
                     labels = scales::percent_format(accuracy = 1),
                     limits = c(-0.35, 0.05)) +
  xlab("") + ylab("External balance on goods and services (% of GDP)") + 
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

Canada, Israel, The Netherlands

Code
NE.RSB.GNFS.ZS %>%
  filter(iso2c %in% c("CA", "IL", "NL")) %>%
  left_join(iso2c, by = "iso2c") %>%
  year_to_date %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_3flags +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 2),
                     labels = scales::percent_format(accuracy = 1)) +
  xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

Argentina, Chile, Uruguay

Code
NE.RSB.GNFS.ZS %>%
  filter(iso2c %in% c("AR", "CL", "UY")) %>%
  left_join(iso2c, by = "iso2c") %>%
  year_to_date %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_3flags +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 2),
                     labels = scales::percent_format(accuracy = 1)) +
  xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

China, Germany, United States

Viridis

Code
NE.RSB.GNFS.ZS %>%
  filter(iso2c %in% c("CN", "US", "DE")) %>%
  left_join(iso2c, by = "iso2c") %>%
  year_to_date %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_3flags +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 2),
                     labels = scales::percent_format(accuracy = 1)) +
  xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")

Flags

Code
NE.RSB.GNFS.ZS %>%
  filter(iso2c %in% c("CN", "US", "DE")) %>%
  left_join(iso2c, by = "iso2c") %>%
  year_to_date %>%
  left_join(colors, by = c("Iso2c" = "country")) %>%
  mutate(value = value/100) %>%
  ggplot(.) + geom_line(aes(x = date, y = value, color = color)) +
  theme_minimal() + scale_color_identity() + add_3flags +
  scale_x_date(breaks = seq(1950, 2020, 5) %>% paste0("-01-01") %>% as.Date,
               labels = date_format("%Y")) +
  scale_y_continuous(breaks = 0.01*seq(-60, 60, 2),
                     labels = scales::percent_format(accuracy = 1)) +
  xlab("") + ylab("Net Exports (% of GDP)") + 
  geom_hline(yintercept = 0, linetype = "dashed",  color = "black")