dvetsch75:
dput(head(df, 100))
Thank you!
structure(list(ride_id = c("C2F7DD78E82EC875", "A6CF8980A652D272",
"BD0F91DFF741C66D", "CBB80ED419105406", "DDC963BFDDA51EEA", "A39C6F6CC0586C0B",
"BDC4AB637EDF981B", "81751A3186E59A6B", "154222B86A338ABD", "72DC25B2DD467EEF",
"F20394FE09C63DB2", "006D3F363CF9600B", "FB258EEBE89F4E17", "2EF51270B08DEE03",
"E119D4E6BF686601", "7DD70C4AA0F3EA7B", "0AA241497B970400", "F5E6D97D85BE8039",
"78168928DF06A497", "15C176B55C2BC059", "12D2B5AA545EF922", "1A185AF405E7B2DB",
"9D4AAF43A011FC59", "A209F8E0E84D49B4", "6D6B462903DCB23F", "DC809CD3B3F3BFC9",
"1C2362DAD4090D8A", "AB4032C2B151D137", "E6B6D4531ADC9F52", "81B423963BA2C10C",
"EC80F318604595AE", "80F0735AD7F23AD9", "59E50C91451F529C", "2A23ED3FECB72E5B",
"88543D9BC6760955", "E38E5318BDBC139A", "A184D11FDF48937A", "1EFB6377FE801DEF",
"0A5CD4848EB8CFE8", "74D8B5BC10B9E223", "3C07A7C383512251", "40C9DFE4CFB178A3",
"04EC503AB7123CCE", "ABA3DE288B9D9A10", "007070F5088EB3C0", "7117CF2AEFF29287",
"A3DCFB423064F830", "145739172978E774", "1EBF95B25BB5091A", "060598F8DA7E017B",
"9A7CC85A0C99CD19", "4498EE1461DCF780", "ED582A16A84658F3", "E65FE8D6EF398BAF",
"96EE9C6CBAB01FF5", "4C82D05AEAB243A2", "1060D99FAF5F5479", "9946705113D42A72",
"34C7E20D7F43EC1C", "4E79B5C58A342D04", "3505407FC37505BB", "E4C578629FD75DE6",
"DE75C65E97762100", "F26E4F5F00769CB6", "91DF55B30E0F8F30", "3D340D186F24FFA2",
"AAD4F48B225F73CD", "1D42868A4784FC60", "38A42898ED51CB39", "15D6F84CCB902A27"
), rideable_type = c("electric_bike", "electric_bike", "classic_bike",
"classic_bike", "classic_bike", "classic_bike", "classic_bike",
"classic_bike", "electric_bike", "classic_bike", "classic_bike",
"electric_bike", "classic_bike", "classic_bike", "electric_bike",
"classic_bike", "classic_bike", "classic_bike", "classic_bike",
"classic_bike", "classic_bike", "classic_bike", "electric_bike",
"classic_bike", "electric_bike", "classic_bike", "electric_bike",
"classic_bike", "classic_bike", "classic_bike", "electric_bike",
"electric_bike", "classic_bike", "electric_bike", "classic_bike",
"classic_bike", "classic_bike", "classic_bike", "electric_bike",
"classic_bike", "classic_bike", "classic_bike", "classic_bike",
"classic_bike", "classic_bike", "classic_bike", "classic_bike",
"classic_bike", "classic_bike", "classic_bike", "classic_bike",
"classic_bike", "electric_bike", "electric_bike", "classic_bike",
"classic_bike", "electric_bike", "electric_bike", "electric_bike",
"classic_bike", "classic_bike", "electric_bike", "classic_bike",
"electric_bike", "classic_bike", "classic_bike", "classic_bike",
"electric_bike", "classic_bike", "electric_bike"), started_at = structure(list(
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6, 40, 7, 13, 45, 59, 40, 37, 10, 16, 24, 21, 32, 42, 30,
15, 53, 41, 46, 14, 14, 38, 2, 28, 53, 48, 28, 21, 41, 10,
49, 39, 30, 40, 21, 26, 41, 2, 13, 28, 57, 18, 24, 20, 38,
35, 12, 40, 21, 55, 35, 47, 45, 46, 0, 24, 38), min = c(59L,
41L, 53L, 18L, 31L, 48L, 32L, 20L, 34L, 27L, 27L, 30L, 56L,
3L, 36L, 47L, 9L, 7L, 21L, 0L, 19L, 47L, 3L, 46L, 44L, 14L,
12L, 58L, 41L, 15L, 54L, 52L, 58L, 52L, 14L, 41L, 39L, 29L,
32L, 31L, 8L, 56L, 33L, 49L, 16L, 39L, 5L, 54L, 53L, 53L,
59L, 43L, 21L, 5L, 40L, 52L, 29L, 48L, 28L, 59L, 58L, 41L,
36L, 32L, 39L, 57L, 2L, 8L, 17L, 0L), hour = c(11L, 8L, 4L,
0L, 1L, 18L, 18L, 12L, 7L, 15L, 18L, 12L, 17L, 22L, 5L, 5L,
14L, 12L, 17L, 21L, 15L, 12L, 8L, 14L, 6L, 15L, 0L, 18L,
17L, 10L, 17L, 17L, 11L, 12L, 10L, 16L, 16L, 6L, 22L, 12L,
15L, 16L, 15L, 9L, 9L, 16L, 16L, 12L, 10L, 15L, 19L, 10L,
7L, 14L, 11L, 8L, 10L, 21L, 12L, 16L, 12L, 0L, 16L, 10L,
11L, 10L, 12L, 14L, 23L, 10L), mday = c(13L, 10L, 25L, 4L,
20L, 11L, 30L, 22L, 17L, 28L, 11L, 29L, 2L, 20L, 8L, 14L,
12L, 31L, 28L, 19L, 24L, 13L, 18L, 25L, 10L, 22L, 3L, 31L,
15L, 24L, 27L, 18L, 27L, 15L, 14L, 13L, 12L, 29L, 12L, 19L,
4L, 20L, 22L, 12L, 4L, 19L, 2L, 13L, 17L, 26L, 31L, 11L,
4L, 31L, 3L, 28L, 22L, 27L, 1L, 15L, 1L, 1L, 13L, 8L, 8L,
5L, 8L, 4L, 12L, 5L), mon = c(0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L), year = c(122L, 122L, 122L, 122L, 122L, 122L,
122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L,
122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L,
122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L,
122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L,
122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L,
122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L,
122L, 122L, 122L, 122L), wday = c(4L, 1L, 2L, 2L, 4L, 2L,
0L, 6L, 1L, 5L, 2L, 6L, 0L, 4L, 6L, 5L, 3L, 1L, 5L, 3L, 1L,
4L, 2L, 2L, 1L, 6L, 1L, 1L, 6L, 1L, 4L, 2L, 4L, 6L, 5L, 4L,
3L, 6L, 3L, 3L, 2L, 4L, 6L, 3L, 2L, 3L, 0L, 4L, 1L, 3L, 1L,
2L, 2L, 1L, 1L, 5L, 6L, 4L, 6L, 6L, 6L, 6L, 4L, 6L, 6L, 3L,
6L, 2L, 3L, 3L), yday = c(12L, 9L, 24L, 3L, 19L, 10L, 29L,
21L, 16L, 27L, 10L, 28L, 1L, 19L, 7L, 13L, 11L, 30L, 27L,
18L, 23L, 12L, 17L, 24L, 9L, 21L, 2L, 30L, 14L, 23L, 26L,
17L, 26L, 14L, 13L, 12L, 11L, 28L, 11L, 18L, 3L, 19L, 21L,
11L, 3L, 18L, 1L, 12L, 16L, 25L, 30L, 10L, 3L, 30L, 2L, 27L,
21L, 26L, 0L, 14L, 0L, 0L, 12L, 7L, 7L, 4L, 7L, 3L, 11L,
4L), isdst = c(0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
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0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L),
zone = c("UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC",
"UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC",
"UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC",
"UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC",
"UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC",
"UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC",
"UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC",
"UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC"
), gmtoff = c(NA_integer_, NA_integer_, NA_integer_, NA_integer_,
NA_integer_, NA_integer_, NA_integer_, NA_integer_, NA_integer_,
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NA_integer_, NA_integer_, NA_integer_, NA_integer_, NA_integer_,
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NA_integer_, NA_integer_, NA_integer_, NA_integer_, NA_integer_,
NA_integer_)), class = c("POSIXlt", "POSIXt"), tzone = c("Etc/UTC",
"UTC", "UTC")), ended_at = structure(list(sec = c(44, 17, 1,
0, 12, 31, 26, 6, 8, 16, 20, 4, 38, 59, 40, 39, 53, 48, 54, 56,
27, 20, 0, 27, 28, 21, 50, 17, 54, 53, 24, 40, 43, 42, 7, 49,
0, 32, 56, 8, 6, 38, 54, 50, 27, 41, 5, 50, 48, 12, 53, 14, 36,
49, 41, 33, 37, 44, 41, 5, 35, 30, 14, 6, 58, 45, 0, 13, 55,
17), min = c(2L, 46L, 58L, 33L, 37L, 51L, 49L, 32L, 0L, 35L,
34L, 43L, 5L, 9L, 46L, 47L, 10L, 12L, 26L, 9L, 45L, 10L, 8L,
0L, 51L, 25L, 17L, 5L, 48L, 39L, 5L, 18L, 7L, 59L, 27L, 55L,
53L, 32L, 41L, 34L, 11L, 13L, 48L, 28L, 24L, 46L, 19L, 58L, 5L,
55L, 5L, 49L, 34L, 14L, 46L, 8L, 39L, 55L, 33L, 7L, 7L, 57L,
41L, 43L, 59L, 3L, 7L, 19L, 30L, 2L), hour = c(12L, 8L, 4L, 0L,
1L, 18L, 18L, 12L, 8L, 15L, 18L, 12L, 18L, 22L, 5L, 5L, 14L,
12L, 17L, 21L, 15L, 13L, 8L, 15L, 6L, 15L, 0L, 19L, 17L, 10L,
18L, 18L, 12L, 12L, 10L, 16L, 16L, 6L, 22L, 12L, 15L, 17L, 15L,
10L, 9L, 16L, 16L, 12L, 11L, 15L, 20L, 10L, 7L, 14L, 11L, 9L,
10L, 21L, 12L, 17L, 13L, 0L, 16L, 10L, 11L, 11L, 12L, 14L, 23L,
10L), mday = c(13L, 10L, 25L, 4L, 20L, 11L, 30L, 22L, 17L, 28L,
11L, 29L, 2L, 20L, 8L, 14L, 12L, 31L, 28L, 19L, 24L, 13L, 18L,
25L, 10L, 22L, 3L, 31L, 15L, 24L, 27L, 18L, 27L, 15L, 14L, 13L,
12L, 29L, 12L, 19L, 4L, 20L, 22L, 12L, 4L, 19L, 2L, 13L, 17L,
26L, 31L, 11L, 4L, 31L, 3L, 28L, 22L, 27L, 1L, 15L, 1L, 1L, 13L,
8L, 8L, 5L, 8L, 4L, 12L, 5L), mon = c(0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
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0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L
), year = c(122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L,
122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L,
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122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L,
122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L, 122L,
122L, 122L, 122L, 122L, 122L, 122L), wday = c(4L, 1L, 2L, 2L,
4L, 2L, 0L, 6L, 1L, 5L, 2L, 6L, 0L, 4L, 6L, 5L, 3L, 1L, 5L, 3L,
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3L, 6L, 3L, 3L, 2L, 4L, 6L, 3L, 2L, 3L, 0L, 4L, 1L, 3L, 1L, 2L,
2L, 1L, 1L, 5L, 6L, 4L, 6L, 6L, 6L, 6L, 4L, 6L, 6L, 3L, 6L, 2L,
3L, 3L), yday = c(12L, 9L, 24L, 3L, 19L, 10L, 29L, 21L, 16L,
27L, 10L, 28L, 1L, 19L, 7L, 13L, 11L, 30L, 27L, 18L, 23L, 12L,
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16L, 25L, 30L, 10L, 3L, 30L, 2L, 27L, 21L, 26L, 0L, 14L, 0L,
0L, 12L, 7L, 7L, 4L, 7L, 3L, 11L, 4L), isdst = c(0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L, 0L,
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0L, 0L, 0L), zone = c("UTC", "UTC", "UTC", "UTC", "UTC", "UTC",
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"UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC",
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"UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC",
"UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC",
"UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC",
"UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC", "UTC",
"UTC"), gmtoff = c(NA_integer_, NA_integer_, NA_integer_, NA_integer_,
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NA_integer_)), class = c("POSIXlt", "POSIXt"), tzone = c("Etc/UTC",
"UTC", "UTC")), start_station_name = c("Glenwood Ave & Touhy Ave",
"Glenwood Ave & Touhy Ave", "Sheffield Ave & Fullerton Ave",
"Clark St & Bryn Mawr Ave", "Michigan Ave & Jackson Blvd", "Wood St & Chicago Ave",
"Oakley Ave & Irving Park Rd", "Sheffield Ave & Fullerton Ave",
"Racine Ave & 15th St", "LaSalle St & Jackson Blvd", "LaSalle St & Jackson Blvd",
"Clarendon Ave & Leland Ave", "Sheffield Ave & Fullerton Ave",
"Rush St & Superior St", "Michigan Ave & Jackson Blvd", "Lincoln Park Conservatory",
"LaSalle St & Jackson Blvd", "Michigan Ave & Jackson Blvd", "Michigan Ave & Jackson Blvd",
"Clark St & Bryn Mawr Ave", "Lincoln Park Conservatory", "Sedgwick St & North Ave",
"California Ave & Altgeld St", "Sheffield Ave & Fullerton Ave",
"Racine Ave & 15th St", "Indiana Ave & 31st St", "Indiana Ave & 31st St",
"Lake Park Ave & 56th St", "Sheffield Ave & Fullerton Ave", "Lincoln Park Conservatory",
"Sheridan Rd & Montrose Ave", "Clark St & Bryn Mawr Ave", "State St & Harrison St",
"Halsted St & North Branch St", "Michigan Ave & Jackson Blvd",
"Glenwood Ave & Touhy Ave", "Glenwood Ave & Touhy Ave", "Glenwood Ave & Touhy Ave",
"Washtenaw Ave & Lawrence Ave", "Glenwood Ave & Touhy Ave", "Glenwood Ave & Touhy Ave",
"State St & Harrison St", "University Ave & 57th St", "Glenwood Ave & Touhy Ave",
"Michigan Ave & Jackson Blvd", "LaSalle St & Jackson Blvd", "Halsted St & Clybourn Ave",
"Clinton St & Lake St", "Racine Ave & 15th St", "Evanston Civic Center",
"Clinton St & Roosevelt Rd", "Indiana Ave & 31st St", "Damen Ave & Cortland St",
"Halsted St & North Branch St", "Damen Ave & Cortland St", "Wood St & Chicago Ave",
"Winthrop Ave & Lawrence Ave", "Wilton Ave & Belmont Ave", "Southport Ave & Waveland Ave",
"Sheridan Rd & Montrose Ave", "Paulina Ave & North Ave", "Halsted St & Willow St",
"Clark St & Lake St", "Halsted St & Maxwell St", "Sheffield Ave & Waveland Ave",
"Glenwood Ave & Touhy Ave", "Clark St & Bryn Mawr Ave", "LaSalle St & Jackson Blvd",
"Clark St & Bryn Mawr Ave", "LaSalle St & Jackson Blvd"), start_station_id = c("525",
"525", "TA1306000016", "KA1504000151", "TA1309000002", "637",
"KA1504000158", "TA1306000016", "13304", "TA1309000004", "TA1309000004",
"TA1307000119", "TA1306000016", "15530", "TA1309000002", "LP-",
"TA1309000004", "TA1309000002", "TA1309000002", "KA1504000151",
"LP-", "TA1307000038", "15646", "TA1306000016", "13304", "TA1308000036",
"TA1308000036", "TA1309000063", "TA1306000016", "LP-", "TA1307000107",
"KA1504000151", "SL-007", "KA1504000117", "TA1309000002", "525",
"525", "525", "KA1504000080", "525", "525", "SL-007", "KA1503000071",
"525", "TA1309000002", "TA1309000004", "331", "13021", "13304",
"661", "WL-008", "TA1308000036", "13133", "KA1504000117", "13133",
"637", "TA1308000021", "TA1307000134", "13235", "TA1307000107",
"TA1305000037", "TA1307000166", "KA1503000012", "TA1309000001",
"TA1307000126", "525", "KA1504000151", "TA1309000004", "KA1504000151",
"TA1309000004"), end_station_name = c("Clark St & Touhy Ave",
"Clark St & Touhy Ave", "Greenview Ave & Fullerton Ave", "Paulina St & Montrose Ave",
"State St & Randolph St", "Honore St & Division St", "Broadway & Sheridan Rd",
"Damen Ave & Clybourn Ave", "Clinton St & Washington Blvd", "Clinton St & Washington Blvd",
"Clinton St & Washington Blvd", "Broadway & Granville Ave", "Stockton Dr & Wrightwood Ave",
"Larrabee St & Kingsbury St", "St. Clair St & Erie St", "Lincoln Park Conservatory",
"Clark St & Ida B Wells Dr", "Indiana Ave & Roosevelt Rd", "Indiana Ave & Roosevelt Rd",
"Clark St & Schreiber Ave", "Michigan Ave & Washington St", "Sedgwick St & North Ave",
"Milwaukee Ave & Rockwell St", "Halsted St & Roscoe St", "Wolcott Ave & Polk St",
"Emerald Ave & 31st St", "Indiana Ave & 40th St", "Shore Dr & 55th St",
"Ashland Ave & Wrightwood Ave", "Daley Center Plaza", "Southport Ave & Waveland Ave",
"Elston Ave & Cortland St", "Clark St & Lake St", "Clark St & Chicago Ave",
"Orleans St & Merchandise Mart Plaza", "Clark St & Bryn Mawr Ave",
"Clark St & Bryn Mawr Ave", "Greenview Ave & Jarvis Ave", "Western Ave & Granville Ave",
"Glenwood Ave & Morse Ave", "Glenwood Ave & Morse Ave", "Sedgwick St & Huron St",
"Lake Park Ave & 47th St", "Southport Ave & Clybourn Ave", "Clinton St & Jackson Blvd",
"Desplaines St & Jackson Blvd", "Greenview Ave & Fullerton Ave",
"Desplaines St & Jackson Blvd", "Clinton St & Jackson Blvd",
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