library(openmeteo)
library(tidyverse)OpenMeteo Historical API usage
Packages
Fetch data
res <- weather_history(
location = "Ho Chi Minh",
start = "2020-01-01",
end = "2021-12-31",
daily = c("temperature_2m_max", "precipitation_sum")
)`geocode()` has matched "Ho Chi Minh" to:
Ho Chi Minh City in Ho Chi Minh, Vietnam
Population: 3467331
Co-ordinates: c(10.82302, 106.62965)Checking the results
res# A tibble: 731 × 3
date daily_temperature_2m_max daily_precipitation_sum
<date> <dbl> <dbl>
1 2020-01-01 33.9 0
2 2020-01-02 33.8 0
3 2020-01-03 33.6 0
4 2020-01-04 33.4 0
5 2020-01-05 33 0
6 2020-01-06 34 0
7 2020-01-07 34.3 0.3
8 2020-01-08 35.4 0
9 2020-01-09 34.9 0.2
10 2020-01-10 34.2 0
# ℹ 721 more rowsres |>
pivot_longer(2:3) |>
ggplot() +
geom_line(aes(x = date, y = value)) +
facet_wrap(~name, ncol = 1) +
theme_bw()
Session info
sessioninfo::session_info()─ Session info ───────────────────────────────────────────────────────────────
setting value
version R version 4.5.0 (2025-04-11)
os macOS Sequoia 15.3.2
system aarch64, darwin20
ui X11
language (EN)
collate en_US.UTF-8
ctype en_US.UTF-8
tz Asia/Hong_Kong
date 2025-04-27
pandoc 3.4 @ /Applications/quarto/bin/tools/ (via rmarkdown)
quarto 1.6.43 @ /usr/local/bin/quarto
─ Packages ───────────────────────────────────────────────────────────────────
package * version date (UTC) lib source
brio 1.1.5 2024-04-24 [1] CRAN (R 4.5.0)
cli 3.6.5 2025-04-23 [1] CRAN (R 4.5.0)
curl 6.2.2 2025-03-24 [1] CRAN (R 4.5.0)
digest 0.6.37 2024-08-19 [1] CRAN (R 4.5.0)
dplyr * 1.1.4 2023-11-17 [1] CRAN (R 4.5.0)
evaluate 1.0.3 2025-01-10 [1] CRAN (R 4.5.0)
farver 2.1.2 2024-05-13 [1] CRAN (R 4.5.0)
fastmap 1.2.0 2024-05-15 [1] CRAN (R 4.5.0)
forcats * 1.0.0 2023-01-29 [1] CRAN (R 4.5.0)
generics 0.1.3 2022-07-05 [1] CRAN (R 4.5.0)
ggplot2 * 3.5.2 2025-04-09 [1] CRAN (R 4.5.0)
glue 1.8.0 2024-09-30 [1] CRAN (R 4.5.0)
gtable 0.3.6 2024-10-25 [1] CRAN (R 4.5.0)
hms 1.1.3 2023-03-21 [1] CRAN (R 4.5.0)
htmltools 0.5.8.1 2024-04-04 [1] CRAN (R 4.5.0)
htmlwidgets 1.6.4 2023-12-06 [1] CRAN (R 4.5.0)
httr 1.4.7 2023-08-15 [1] CRAN (R 4.5.0)
jsonlite 2.0.0 2025-03-27 [1] CRAN (R 4.5.0)
knitr 1.50 2025-03-16 [1] CRAN (R 4.5.0)
labeling 0.4.3 2023-08-29 [1] CRAN (R 4.5.0)
lifecycle 1.0.4 2023-11-07 [1] CRAN (R 4.5.0)
lubridate * 1.9.4 2024-12-08 [1] CRAN (R 4.5.0)
magrittr 2.0.3 2022-03-30 [1] CRAN (R 4.5.0)
openmeteo * 0.2.4 2023-10-25 [1] CRAN (R 4.5.0)
pillar 1.10.2 2025-04-05 [1] CRAN (R 4.5.0)
pkgconfig 2.0.3 2019-09-22 [1] CRAN (R 4.5.0)
purrr * 1.0.4 2025-02-05 [1] CRAN (R 4.5.0)
R6 2.6.1 2025-02-15 [1] CRAN (R 4.5.0)
RColorBrewer 1.1-3 2022-04-03 [1] CRAN (R 4.5.0)
readr * 2.1.5 2024-01-10 [1] CRAN (R 4.5.0)
rlang 1.1.6 2025-04-11 [1] CRAN (R 4.5.0)
rmarkdown 2.29 2024-11-04 [1] CRAN (R 4.5.0)
scales 1.4.0 2025-04-24 [1] CRAN (R 4.5.0)
sessioninfo 1.2.3 2025-02-05 [1] CRAN (R 4.5.0)
stringi 1.8.7 2025-03-27 [1] CRAN (R 4.5.0)
stringr * 1.5.1 2023-11-14 [1] CRAN (R 4.5.0)
testthat 3.2.3 2025-01-13 [1] CRAN (R 4.5.0)
tibble * 3.2.1 2023-03-20 [1] CRAN (R 4.5.0)
tibblify 0.3.1 2024-01-11 [1] CRAN (R 4.5.0)
tidyr * 1.3.1 2024-01-24 [1] CRAN (R 4.5.0)
tidyselect 1.2.1 2024-03-11 [1] CRAN (R 4.5.0)
tidyverse * 2.0.0 2023-02-22 [1] CRAN (R 4.5.0)
timechange 0.3.0 2024-01-18 [1] CRAN (R 4.5.0)
tzdb 0.5.0 2025-03-15 [1] CRAN (R 4.5.0)
vctrs 0.6.5 2023-12-01 [1] CRAN (R 4.5.0)
withr 3.0.2 2024-10-28 [1] CRAN (R 4.5.0)
xfun 0.52 2025-04-02 [1] CRAN (R 4.5.0)
yaml 2.3.10 2024-07-26 [1] CRAN (R 4.5.0)
[1] /Library/Frameworks/R.framework/Versions/4.5-arm64/Resources/library
* ── Packages attached to the search path.
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