Attaching package: 'dplyr'
The following objects are masked from 'package:stats':
filter, lag
The following objects are masked from 'package:base':
intersect, setdiff, setequal, union
Linking to GEOS 3.11.0, GDAL 3.5.3, PROJ 9.1.0; sf_use_s2() is TRUE
Attaching package: 'rnaturalearthdata'
The following object is masked from 'package:rnaturalearth':
countries110
Warning: package 'ggrepel' was built under R version 4.3.3
── Attaching core tidyverse packages ──────────────────────── tidyverse 2.0.0 ──
✔ forcats 1.0.0 ✔ stringr 1.5.1
✔ lubridate 1.9.3 ✔ tibble 3.2.1
✔ purrr 1.0.2
── Conflicts ────────────────────────────────────────── tidyverse_conflicts() ──
✖ dplyr::filter() masks stats::filter()
✖ dplyr::lag() masks stats::lag()
ℹ Use the conflicted package (<http://conflicted.r-lib.org/>) to force all conflicts to become errors
Registered S3 method overwritten by 'quantmod':
method from
as.zoo.data.frame zoo
Rows: 10637285 Columns: 16
── Column specification ────────────────────────────────────────────────────────
Delimiter: ","
chr (14): Study, Species, Family, Country, State, Gender, Age Group, Special...
dbl (2): Isolate Id, Year
ℹ Use `spec()` to retrieve the full column specification for this data.
ℹ Specify the column types or set `show_col_types = FALSE` to quiet this message.