galah

galah is an interface to biodiversity data hosted by the Atlas of Living Australia (ALA). It enables users to locate and download species occurrence records (observations, specimens, eDNA records, etc.), taxonomic information, or associated media such as images or sounds, and to restrict their queries to particular taxa or locations.

If you have any questions, comments, or spot any bugs, email us or report an issue on our GitHub page

```{r}
library(galah)

galah_call() |>
  galah_identify("reptilia", "mammalia") |>
  galah_filter(year > 2019) |>
  galah_group_by(order) |>
  atlas_counts()
```

# A tibble: 18 × 2
   order            count
   <chr>            <int>
 1 Diprotodontia   209587
 2 Squamata        100601
 3 Peramelemorphia  63989
 4 Rodentia         49891
 5 Chiroptera       35437
 6 Carnivora        28522
 7 Lagomorpha       22020
 8 Artiodactyla     18268
 9 Monotremata      18072
10 Dasyuromorphia   17703
11 Testudines       11402
12 Crocodylia        8456
13 Cetacea           3748
14 Perissodactyla     819
15 Sirenia             51
16 Insectivora         13
17 Primates             1
18 Rhynchocephalia      1

```{python}
import galah

galah.atlas_counts(
    taxa = ["reptilia","mammalia"],
    filters = "year>2019",
    group_by = "order"
)
```

              order   count
0      Artiodactyla   18268
1         Carnivora   28522
2           Cetacea    3748
3        Chiroptera   35437
4        Crocodylia    8456
5    Dasyuromorphia   17703
6     Diprotodontia  209587
7       Insectivora      13
8        Lagomorpha   22020
9       Monotremata   18072
10  Peramelemorphia   63989
11   Perissodactyla     819
12         Primates       1
13  Rhynchocephalia       1
14         Rodentia   49891
15          Sirenia      51
16         Squamata  100601
17       Testudines   11402