User summaries for Super Jetroid — user

This summary table provides information on each user. We get information here such as the first login/session time and some information useful for segmentation.

user_summary(
  size = c("small", "medium", "large", "xlarge", "preview"),
  quality = c("perfect", "faulty"),
  type = c("tibble", "data.frame", "duckdb", "csv"),
  keep = FALSE
)

Arguments

size: A keyword that allows getting different variants of the table based on the size of player base. The default "small" table has the lowest number of players/records. Increasing in size, we can also opt for the "medium", "large", or "xlarge" versions.
quality: The data quality level of the returned dataset. There are two options: (1) "perfect" provides a pristine table with no errors at all and (2) "faulty" gives you a table with a multitude of errors.
type: The table return type. By default, this is a "tibble" but a "data.frame" can instead be returned if using that keyword. If you have the duckdb package installed, you can instead obtain the table as an in-memory DuckDB database table.
keep: Should the downloaded data be stored on disk in the working directory? By default, this is FALSE. If the file is available in the next invocation then the data won't be downloaded again.

Value

A data table object, which could be a tibble (tbl_df) a data frame, or an in-memory DuckDB table (tbl_dbi). If a CSV is written then TRUE will be invisibly returned.

Examples


# Get a preview of the `user_summary` dataset
# with the 'preview' size option
user_summary(size = "preview")
#> # A tibble: 200 × 6
#>    player_id      first_login         start_day  country acquisition device_name
#>    <chr>          <dttm>              <date>     <chr>   <chr>       <chr>      
#>  1 YMKOHGVFZWLJ8… 2015-01-01 01:45:33 2015-01-01 United… organic     Samsung Ga…
#>  2 SBPFOHCVMNQI5… 2015-01-01 10:13:16 2015-01-01 Japan   apple       Sony Exper…
#>  3 DLCKJEZRSIGW5… 2015-01-02 14:16:25 2015-01-02 United… organic     Sony Exper…
#>  4 IGOFAEVXNTUW4… 2015-01-03 06:25:51 2015-01-03 India   organic     Samsung Ga…
#>  5 RNWFDZOSQPMB1… 2015-01-03 07:14:57 2015-01-03 Switze… google      Sony Exper…
#>  6 SOBKUJPREVCZ8… 2015-01-03 09:15:56 2015-01-03 China   apple       iPad mini  
#>  7 LKCUQHXDRWAZ1… 2015-01-03 09:29:00 2015-01-03 China   facebook    2nd Gen iP…
#>  8 TDRXCWIOZEYM2… 2015-01-03 12:58:30 2015-01-03 Denmark other_camp… 3rd Gen iP…
#>  9 NKBLRWVXIYJZ8… 2015-01-04 00:01:14 2015-01-04 Hong K… apple       Sony Exper…
#> 10 IYOPSWCHJBRA4… 2015-01-04 02:16:15 2015-01-04 South … google      4th Gen iP…
#> # ℹ 190 more rows