billionaires_2021_10_31_raw.csv
The Bloomberg Billionaires Index is a daily ranking of the world’s 500 richest people. More details are given on each billionaire’s profile page (may require a subscription). Monetary values and list rankings are updated at the close of every stock trading day in New York City. This dataset is from October 31, 2021.
Rank: person’s rank on the listName: person’s nameTotal_Net_Worth: raw value of net worth as given on
BloombergTotal_Net_Worth_Bil: numeric net worth in billions of
dollarsLastChange: raw value for change in net worth as given
on BloombergLastChange_Bil: numeric change in net worth in billions
of dollarsYTDChange: raw value for year-to-date change in net
worth as given on BloombergYTDChange_Bil: numeric year-to-date change in net worth
in billions of dollarsCountry: person’s country of citizenshipIndustry: person’s primary industryRows: 500
Columns: 10
$ Rank <dbl> 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15,…
$ Name <chr> "Elon Musk", "Jeff Bezos", "Bernard Arnault", "Bil…
$ Total_Net_Worth <chr> "$311B", "$195B", "$167B", "$136B", "$131B", "$126…
$ Total_Net_Worth_Bil <dbl> 311.0, 195.0, 167.0, 136.0, 131.0, 126.0, 121.0, 1…
$ LastChange <chr> "+$9.32B", "-$3.79B", "-$544M", "+$906M", "+$1.71B…
$ LastChange_Bil <dbl> 9.3200, -3.7900, -0.5440, 0.9060, 1.7100, 1.6400, …
$ YTDChange <chr> "+$141B", "+$5.06B", "+$52.7B", "+$4.40B", "+$48.7…
$ YTDChange_Bil <dbl> 141.00, 5.06, 52.70, 4.40, 48.70, 46.70, 17.30, 37…
$ Country <chr> "UnitedStates", "UnitedStates", "France", "UnitedS…
$ Industry <chr> "Technology", "Technology", "Consumer", "Technolog…# A tibble: 6 × 10
Rank Name Total…¹ Total…² LastC…³ LastC…⁴ YTDCh…⁵ YTDCh…⁶ Country Indus…⁷
<dbl> <chr> <chr> <dbl> <chr> <dbl> <chr> <dbl> <chr> <chr>
1 1 Elon Mu… $311B 311 +$9.32B 9.32 +$141B 141 United… Techno…
2 2 Jeff Be… $195B 195 -$3.79B -3.79 +$5.06B 5.06 United… Techno…
3 3 Bernard… $167B 167 -$544M -0.544 +$52.7B 52.7 France Consum…
4 4 Bill Ga… $136B 136 +$906M 0.906 +$4.40B 4.4 United… Techno…
5 5 Larry P… $131B 131 +$1.71B 1.71 +$48.7B 48.7 United… Techno…
6 6 Sergey … $126B 126 +$1.64B 1.64 +$46.7B 46.7 United… Techno…
# … with abbreviated variable names ¹Total_Net_Worth, ²Total_Net_Worth_Bil,
# ³LastChange, ⁴LastChange_Bil, ⁵YTDChange, ⁶YTDChange_Bil, ⁷Industry