library ("readr")
library ("dplyr")
Attache Paket: 'dplyr'Die folgenden Objekte sind maskiert von 'package:stats':
filter, lagDie folgenden Objekte sind maskiert von 'package:base':
intersect, setdiff, setequal, unionlibrary ("lubridate")Warning: Paket 'lubridate' wurde unter R Version 4.4.3 erstellt
Attache Paket: 'lubridate'Die folgenden Objekte sind maskiert von 'package:base':
date, intersect, setdiff, unionlibrary ("ggplot2")#toc: true # toc depth: 3 falls false dann kommt rechts im html kein table content #inhaltsverzeichnis wird bis 1.1.2 gezeigt
#number-sections: true #kapitel werden nummeriert. falls abstract nicht möchte einfach bei abstract (unumbered) machen #echo: True # zeigt direkt code im html an #bibliography: bibliography.bib # zum zitieren stuff
demo:
testfun <- function(something_to_print) {
print("something_to_print")
}
testfun(something_to_print = "this function does slightly more, but still not much")[1] "something_to_print"class(testfun)[1] "function"my_age <- function(birthday, output_unit) {
difftime(Sys.time(), birthday, units = output_unit)
}
my_age(birthday = "1997-04-23", output_unit = "days")Time difference of 10195.84 days##Task 1: Create functions #nice trick: use “browser()” so youre being transported to the function where the error is
bmi <- function(weight_kg, height_m) {
bmi_output <- weight_kg / height_m^2
return(bmi_output)
}
bmi(70,1.85)[1] 20.45289celcius_to_fareinheigt <- function (celcius) (celcius * 9/5 +32)
celcius_to_fareinheigt(30)[1] 86euclidean_distance <- function (x1,y1,x2,y2) {
(x2-x1)^2 + (y2-y1)^2
}
euclidean_distance(0,0,1,1)[1] 2#Task2
meet <- read_delim("Datasets-20250319/wildschwein_BE_2056.csv")Rows: 51246 Columns: 6
── Column specification ────────────────────────────────────────────────────────
Delimiter: ","
chr (2): TierID, TierName
dbl (3): CollarID, E, N
dttm (1): DatetimeUTC
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.# Datensatz filtern
meet_filter <- meet |>
filter(TierName == "Sabi",
DatetimeUTC >= "2015-04-01",
DatetimeUTC <= "2015-04-15")
meet <- read_delim("Datasets-20250319/wildschwein_BE_2056.csv")Rows: 51246 Columns: 6
── Column specification ────────────────────────────────────────────────────────
Delimiter: ","
chr (2): TierID, TierName
dbl (3): CollarID, E, N
dttm (1): DatetimeUTC
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.# Datensatz filtern
meet_filterb <- meet |>
filter(TierName == "Rosa",
DatetimeUTC >= "2015-04-01",
DatetimeUTC <= "2015-04-15")
unique(meet_filter$DatetimeUTC) [1] "2015-03-31 22:00:28 UTC" "2015-03-31 22:15:44 UTC"
[3] "2015-03-31 22:30:44 UTC" "2015-03-31 22:46:04 UTC"
[5] "2015-03-31 23:00:17 UTC" "2015-03-31 23:15:12 UTC"
[7] "2015-03-31 23:30:08 UTC" "2015-03-31 23:45:13 UTC"
[9] "2015-04-01 00:00:11 UTC" "2015-04-01 00:15:22 UTC"
[11] "2015-04-01 00:30:11 UTC" "2015-04-01 00:45:16 UTC"
[13] "2015-04-01 01:00:44 UTC" "2015-04-01 01:15:17 UTC"
[15] "2015-04-01 01:30:22 UTC" "2015-04-01 01:45:47 UTC"
[17] "2015-04-01 02:00:17 UTC" "2015-04-01 02:15:12 UTC"
[19] "2015-04-01 02:30:09 UTC" "2015-04-01 02:45:13 UTC"
[21] "2015-04-01 03:00:12 UTC" "2015-04-01 03:15:44 UTC"
[23] "2015-04-01 03:30:16 UTC" "2015-04-01 03:45:44 UTC"
[25] "2015-04-01 04:00:38 UTC" "2015-04-01 04:15:13 UTC"
[27] "2015-04-01 04:30:09 UTC" "2015-04-01 04:45:12 UTC"
[29] "2015-04-01 05:00:12 UTC" "2015-04-01 05:15:13 UTC"
[31] "2015-04-01 05:30:09 UTC" "2015-04-01 05:45:12 UTC"
[33] "2015-04-01 06:00:08 UTC" "2015-04-01 06:15:43 UTC"
[35] "2015-04-01 06:30:17 UTC" "2015-04-01 06:45:12 UTC"
[37] "2015-04-01 07:00:09 UTC" "2015-04-01 07:15:12 UTC"
[39] "2015-04-01 07:30:10 UTC" "2015-04-01 07:45:12 UTC"
[41] "2015-04-01 08:00:08 UTC" "2015-04-01 08:15:14 UTC"
[43] "2015-04-01 08:30:10 UTC" "2015-04-01 08:45:13 UTC"
[45] "2015-04-01 09:00:09 UTC" "2015-04-01 09:15:13 UTC"
[47] "2015-04-01 09:30:09 UTC" "2015-04-01 09:45:14 UTC"
[49] "2015-04-01 10:00:44 UTC" "2015-04-01 10:15:14 UTC"
[51] "2015-04-01 10:30:11 UTC" "2015-04-01 10:45:15 UTC"
[53] "2015-04-01 11:00:09 UTC" "2015-04-01 11:15:16 UTC"
[55] "2015-04-01 11:30:21 UTC" "2015-04-01 11:45:44 UTC"
[57] "2015-04-01 12:00:09 UTC" "2015-04-01 12:15:13 UTC"
[59] "2015-04-01 12:30:10 UTC" "2015-04-01 12:45:44 UTC"
[61] "2015-04-01 13:00:09 UTC" "2015-04-01 13:15:13 UTC"
[63] "2015-04-01 13:30:09 UTC" "2015-04-01 13:45:15 UTC"
[65] "2015-04-01 14:00:10 UTC" "2015-04-01 14:15:15 UTC"
[67] "2015-04-01 14:30:36 UTC" "2015-04-01 14:45:05 UTC"
[69] "2015-04-01 15:00:09 UTC" "2015-04-01 15:15:14 UTC"
[71] "2015-04-01 15:30:09 UTC" "2015-04-01 15:45:13 UTC"
[73] "2015-04-01 16:00:43 UTC" "2015-04-01 16:15:14 UTC"
[75] "2015-04-01 16:30:10 UTC" "2015-04-01 16:45:14 UTC"
[77] "2015-04-01 17:00:10 UTC" "2015-04-01 17:15:14 UTC"
[79] "2015-04-01 17:30:14 UTC" "2015-04-01 17:45:16 UTC"
[81] "2015-04-01 18:00:10 UTC" "2015-04-01 18:15:15 UTC"
[83] "2015-04-01 18:30:33 UTC" "2015-04-01 18:45:13 UTC"
[85] "2015-04-01 19:00:11 UTC" "2015-04-01 19:15:14 UTC"
[87] "2015-04-01 19:30:12 UTC" "2015-04-01 19:45:12 UTC"
[89] "2015-04-01 20:00:12 UTC" "2015-04-01 20:15:29 UTC"
[91] "2015-04-01 20:30:44 UTC" "2015-04-01 20:45:09 UTC"
[93] "2015-04-01 21:00:21 UTC" "2015-04-01 21:15:15 UTC"
[95] "2015-04-01 21:30:31 UTC" "2015-04-01 21:45:30 UTC"
[97] "2015-04-01 22:01:30 UTC" "2015-04-01 22:15:24 UTC"
[99] "2015-04-01 22:30:44 UTC" "2015-04-01 22:45:07 UTC"
[101] "2015-04-01 23:00:12 UTC" "2015-04-01 23:15:07 UTC"
[103] "2015-04-01 23:30:14 UTC" "2015-04-01 23:45:16 UTC"
[105] "2015-04-02 00:00:10 UTC" "2015-04-02 00:15:23 UTC"
[107] "2015-04-02 00:30:12 UTC" "2015-04-02 00:45:13 UTC"
[109] "2015-04-02 01:00:44 UTC" "2015-04-02 01:15:07 UTC"
[111] "2015-04-02 01:30:10 UTC" "2015-04-02 01:45:14 UTC"
[113] "2015-04-02 02:00:42 UTC" "2015-04-02 02:15:14 UTC"
[115] "2015-04-02 02:30:10 UTC" "2015-04-02 02:45:14 UTC"
[117] "2015-04-02 03:00:10 UTC" "2015-04-02 03:15:15 UTC"
[119] "2015-04-02 03:30:11 UTC" "2015-04-02 03:45:15 UTC"
[121] "2015-04-02 04:00:14 UTC" "2015-04-02 04:15:39 UTC"
[123] "2015-04-02 04:30:15 UTC" "2015-04-02 04:45:16 UTC"
[125] "2015-04-02 05:00:11 UTC" "2015-04-02 05:15:16 UTC"
[127] "2015-04-02 05:30:18 UTC" "2015-04-02 05:45:34 UTC"
[129] "2015-04-02 06:00:19 UTC" "2015-04-02 06:15:19 UTC"
[131] "2015-04-02 06:30:24 UTC" "2015-04-02 06:45:15 UTC"
[133] "2015-04-02 07:00:11 UTC" "2015-04-02 07:15:16 UTC"
[135] "2015-04-02 07:30:14 UTC" "2015-04-02 07:45:16 UTC"
[137] "2015-04-02 08:00:43 UTC" "2015-04-02 08:15:16 UTC"
[139] "2015-04-02 08:30:14 UTC" "2015-04-02 08:45:15 UTC"
[141] "2015-04-02 09:00:11 UTC" "2015-04-02 09:15:16 UTC"
[143] "2015-04-02 09:30:13 UTC" "2015-04-02 09:45:09 UTC"
[145] "2015-04-02 10:00:12 UTC" "2015-04-02 10:15:11 UTC"
[147] "2015-04-02 10:30:22 UTC" "2015-04-02 10:45:43 UTC"
[149] "2015-04-02 11:00:20 UTC" "2015-04-02 11:15:07 UTC"
[151] "2015-04-02 11:30:12 UTC" "2015-04-02 11:45:09 UTC"
[153] "2015-04-02 12:00:15 UTC" "2015-04-02 12:15:43 UTC"
[155] "2015-04-02 12:30:22 UTC" "2015-04-02 12:45:45 UTC"
[157] "2015-04-02 13:00:38 UTC" "2015-04-02 13:15:11 UTC"
[159] "2015-04-02 13:30:44 UTC" "2015-04-02 13:45:44 UTC"
[161] "2015-04-02 14:00:15 UTC" "2015-04-02 14:15:17 UTC"
[163] "2015-04-02 14:30:14 UTC" "2015-04-02 14:45:10 UTC"
[165] "2015-04-02 15:00:17 UTC" "2015-04-02 15:15:22 UTC"
[167] "2015-04-02 15:30:59 UTC" "2015-04-02 15:45:44 UTC"
[169] "2015-04-02 16:00:16 UTC" "2015-04-02 16:15:28 UTC"
[171] "2015-04-02 16:30:44 UTC" "2015-04-02 16:45:12 UTC"
[173] "2015-04-02 17:00:17 UTC" "2015-04-02 17:15:17 UTC"
[175] "2015-04-02 17:30:20 UTC" "2015-04-02 17:45:12 UTC"
[177] "2015-04-02 18:00:15 UTC" "2015-04-02 18:15:17 UTC"
[179] "2015-04-02 18:30:23 UTC" "2015-04-02 18:45:39 UTC"
[181] "2015-04-02 19:00:25 UTC" "2015-04-02 19:15:33 UTC"
[183] "2015-04-02 19:30:14 UTC" "2015-04-02 19:45:14 UTC"
[185] "2015-04-02 20:02:06 UTC" "2015-04-02 20:16:00 UTC"
[187] "2015-04-02 20:30:15 UTC" "2015-04-02 20:45:38 UTC"
[189] "2015-04-02 21:00:14 UTC" "2015-04-02 21:15:08 UTC"
[191] "2015-04-02 21:30:12 UTC" "2015-04-02 21:45:10 UTC"
[193] "2015-04-02 22:00:17 UTC" "2015-04-02 22:16:12 UTC"
[195] "2015-04-02 22:30:26 UTC" "2015-04-02 22:45:38 UTC"
[197] "2015-04-02 23:00:14 UTC" "2015-04-02 23:15:28 UTC"
[199] "2015-04-02 23:30:12 UTC" "2015-04-02 23:45:10 UTC"
[201] "2015-04-03 00:00:14 UTC" "2015-04-03 00:15:09 UTC"
[203] "2015-04-03 00:30:28 UTC" "2015-04-03 00:45:44 UTC"
[205] "2015-04-03 01:00:13 UTC" "2015-04-03 01:15:12 UTC"
[207] "2015-04-03 01:30:13 UTC" "2015-04-03 01:45:12 UTC"
[209] "2015-04-03 02:00:47 UTC" "2015-04-03 02:15:13 UTC"
[211] "2015-04-03 02:30:15 UTC" "2015-04-03 02:45:22 UTC"
[213] "2015-04-03 03:00:23 UTC" "2015-04-03 03:15:44 UTC"
[215] "2015-04-03 03:30:13 UTC" "2015-04-03 03:45:09 UTC"
[217] "2015-04-03 04:00:13 UTC" "2015-04-03 04:15:09 UTC"
[219] "2015-04-03 04:30:13 UTC" "2015-04-03 04:45:10 UTC"
[221] "2015-04-03 05:00:13 UTC" "2015-04-03 05:15:10 UTC"
[223] "2015-04-03 05:30:12 UTC" "2015-04-03 05:45:12 UTC"
[225] "2015-04-03 06:00:43 UTC" "2015-04-03 06:15:18 UTC"
[227] "2015-04-03 06:30:14 UTC" "2015-04-03 06:45:28 UTC"
[229] "2015-04-03 07:00:14 UTC" "2015-04-03 07:15:09 UTC"
[231] "2015-04-03 07:30:17 UTC" "2015-04-03 07:45:21 UTC"
[233] "2015-04-03 08:00:38 UTC" "2015-04-03 08:15:09 UTC"
[235] "2015-04-03 08:30:14 UTC" "2015-04-03 08:45:10 UTC"
[237] "2015-04-03 09:00:13 UTC" "2015-04-03 09:15:10 UTC"
[239] "2015-04-03 09:30:14 UTC" "2015-04-03 09:45:11 UTC"
[241] "2015-04-03 10:00:15 UTC" "2015-04-03 10:15:10 UTC"
[243] "2015-04-03 10:30:26 UTC" "2015-04-03 10:45:43 UTC"
[245] "2015-04-03 11:00:14 UTC" "2015-04-03 11:15:11 UTC"
[247] "2015-04-03 11:30:15 UTC" "2015-04-03 11:45:29 UTC"
[249] "2015-04-03 12:00:44 UTC" "2015-04-03 12:15:10 UTC"
[251] "2015-04-03 12:30:17 UTC" "2015-04-03 12:45:33 UTC"
[253] "2015-04-03 13:00:16 UTC" "2015-04-03 13:15:20 UTC"
[255] "2015-04-03 13:31:01 UTC" "2015-04-03 13:45:15 UTC"
[257] "2015-04-03 14:00:19 UTC" "2015-04-03 14:15:36 UTC"
[259] "2015-04-03 14:30:06 UTC" "2015-04-03 14:45:18 UTC"
[261] "2015-04-03 15:00:16 UTC" "2015-04-03 15:15:34 UTC"
[263] "2015-04-03 15:30:43 UTC" "2015-04-03 15:45:12 UTC"
[265] "2015-04-03 16:00:08 UTC" "2015-04-03 16:15:27 UTC"
[267] "2015-04-03 16:30:44 UTC" "2015-04-03 16:45:12 UTC"
[269] "2015-04-03 17:00:10 UTC" "2015-04-03 17:15:21 UTC"
[271] "2015-04-03 17:30:31 UTC" "2015-04-03 17:45:16 UTC"
[273] "2015-04-03 18:00:17 UTC" "2015-04-03 18:15:24 UTC"
[275] "2015-04-03 18:30:44 UTC" "2015-04-03 18:45:11 UTC"
[277] "2015-04-03 19:00:14 UTC" "2015-04-03 19:15:11 UTC"
[279] "2015-04-03 19:30:21 UTC" "2015-04-03 19:45:11 UTC"
[281] "2015-04-03 20:00:42 UTC" "2015-04-03 20:16:05 UTC"
[283] "2015-04-03 20:30:17 UTC" "2015-04-03 20:45:23 UTC"
[285] "2015-04-03 21:00:31 UTC" "2015-04-03 21:15:17 UTC"
[287] "2015-04-03 21:30:29 UTC" "2015-04-03 21:45:44 UTC"
[289] "2015-04-03 22:00:09 UTC" "2015-04-03 22:15:41 UTC"
[291] "2015-04-03 22:30:35 UTC" "2015-04-03 22:45:47 UTC"
[293] "2015-04-03 23:01:14 UTC" "2015-04-03 23:15:21 UTC"
[295] "2015-04-03 23:30:15 UTC" "2015-04-03 23:45:20 UTC"
[297] "2015-04-04 00:00:09 UTC" "2015-04-04 00:15:22 UTC"
[299] "2015-04-04 00:30:19 UTC" "2015-04-04 00:45:44 UTC"
[301] "2015-04-04 01:00:07 UTC" "2015-04-04 01:15:10 UTC"
[303] "2015-04-04 01:30:16 UTC" "2015-04-04 01:45:29 UTC"
[305] "2015-04-04 02:00:15 UTC" "2015-04-04 02:15:10 UTC"
[307] "2015-04-04 02:30:18 UTC" "2015-04-04 02:45:22 UTC"
[309] "2015-04-04 03:00:15 UTC" "2015-04-04 03:15:12 UTC"
[311] "2015-04-04 03:30:09 UTC" "2015-04-04 03:45:10 UTC"
[313] "2015-04-04 04:00:43 UTC" "2015-04-04 04:15:19 UTC"
[315] "2015-04-04 04:30:15 UTC" "2015-04-04 04:45:10 UTC"
[317] "2015-04-04 05:00:15 UTC" "2015-04-04 05:15:10 UTC"
[319] "2015-04-04 05:30:16 UTC" "2015-04-04 05:45:12 UTC"
[321] "2015-04-04 06:00:08 UTC" "2015-04-04 06:15:11 UTC"
[323] "2015-04-04 06:30:34 UTC" "2015-04-04 06:45:20 UTC"
[325] "2015-04-04 07:00:07 UTC" "2015-04-04 07:15:13 UTC"
[327] "2015-04-04 07:30:12 UTC" "2015-04-04 07:45:12 UTC"
[329] "2015-04-04 08:00:07 UTC" "2015-04-04 08:15:44 UTC"
[331] "2015-04-04 08:30:07 UTC" "2015-04-04 08:45:15 UTC"
[333] "2015-04-04 09:00:19 UTC" "2015-04-04 09:15:19 UTC"
[335] "2015-04-04 09:30:15 UTC" "2015-04-04 09:45:11 UTC"
[337] "2015-04-04 10:00:16 UTC" "2015-04-04 10:15:11 UTC"
[339] "2015-04-04 10:30:16 UTC" "2015-04-04 10:45:12 UTC"
[341] "2015-04-04 11:00:36 UTC" "2015-04-04 11:15:12 UTC"
[343] "2015-04-04 11:30:09 UTC" "2015-04-04 11:45:11 UTC"
[345] "2015-04-04 12:00:17 UTC" "2015-04-04 12:15:15 UTC"
[347] "2015-04-04 12:30:44 UTC" "2015-04-04 12:45:11 UTC"
[349] "2015-04-04 13:00:15 UTC" "2015-04-04 13:15:11 UTC"
[351] "2015-04-04 13:30:16 UTC" "2015-04-04 13:45:12 UTC"
[353] "2015-04-04 14:00:08 UTC" "2015-04-04 14:15:14 UTC"
[355] "2015-04-04 14:30:10 UTC" "2015-04-04 14:45:14 UTC"
[357] "2015-04-04 15:00:17 UTC" "2015-04-04 15:15:19 UTC"
[359] "2015-04-04 15:30:44 UTC" "2015-04-04 15:45:14 UTC"
[361] "2015-04-04 16:00:10 UTC" "2015-04-04 16:15:15 UTC"
[363] "2015-04-04 16:30:41 UTC" "2015-04-04 16:45:12 UTC"
[365] "2015-04-04 17:00:08 UTC" "2015-04-04 17:15:13 UTC"
[367] "2015-04-04 17:30:08 UTC" "2015-04-04 17:45:12 UTC"
[369] "2015-04-04 18:00:08 UTC" "2015-04-04 18:15:12 UTC"
[371] "2015-04-04 18:30:37 UTC" "2015-04-04 18:45:22 UTC"
[373] "2015-04-04 19:00:12 UTC" "2015-04-04 19:15:59 UTC"
[375] "2015-04-04 19:30:20 UTC" "2015-04-04 19:45:17 UTC"
[377] "2015-04-04 20:01:06 UTC" "2015-04-04 20:15:44 UTC"
[379] "2015-04-04 20:30:39 UTC" "2015-04-04 20:45:12 UTC"
[381] "2015-04-04 21:00:11 UTC" "2015-04-04 21:15:26 UTC"
[383] "2015-04-04 21:31:08 UTC" "2015-04-04 21:45:21 UTC"
[385] "2015-04-04 22:00:12 UTC" "2015-04-04 22:15:48 UTC"
[387] "2015-04-04 22:30:17 UTC" "2015-04-04 22:45:12 UTC"
[389] "2015-04-04 23:00:11 UTC" "2015-04-04 23:15:12 UTC"
[391] "2015-04-04 23:30:09 UTC" "2015-04-04 23:45:17 UTC"
[393] "2015-04-05 00:00:20 UTC" "2015-04-05 00:15:23 UTC"
[395] "2015-04-05 00:30:13 UTC" "2015-04-05 00:45:45 UTC"
[397] "2015-04-05 01:00:11 UTC" "2015-04-05 01:15:23 UTC"
[399] "2015-04-05 01:30:38 UTC" "2015-04-05 01:45:14 UTC"
[401] "2015-04-05 02:00:39 UTC" "2015-04-05 02:15:13 UTC"
[403] "2015-04-05 02:30:08 UTC" "2015-04-05 02:45:13 UTC"
[405] "2015-04-05 03:00:10 UTC" "2015-04-05 03:15:13 UTC"
[407] "2015-04-05 03:30:09 UTC" "2015-04-05 03:45:18 UTC"
[409] "2015-04-05 04:00:34 UTC" "2015-04-05 04:15:12 UTC"
[411] "2015-04-05 04:30:09 UTC" "2015-04-05 04:45:15 UTC"
[413] "2015-04-05 05:00:13 UTC" "2015-04-05 05:15:16 UTC"
[415] "2015-04-05 05:30:33 UTC" "2015-04-05 05:45:15 UTC"
[417] "2015-04-05 06:00:10 UTC" "2015-04-05 06:15:16 UTC"
[419] "2015-04-05 06:30:21 UTC" "2015-04-05 06:45:16 UTC"
[421] "2015-04-05 07:00:39 UTC" "2015-04-05 07:15:14 UTC"
[423] "2015-04-05 07:30:09 UTC" "2015-04-05 07:45:15 UTC"
[425] "2015-04-05 08:00:27 UTC" "2015-04-05 08:15:14 UTC"
[427] "2015-04-05 08:30:10 UTC" "2015-04-05 08:45:14 UTC"
[429] "2015-04-05 09:00:09 UTC" "2015-04-05 09:15:14 UTC"
[431] "2015-04-05 09:30:10 UTC" "2015-04-05 09:45:14 UTC"
[433] "2015-04-05 10:00:44 UTC" "2015-04-05 10:15:05 UTC"
[435] "2015-04-05 10:30:10 UTC" "2015-04-05 10:45:14 UTC"
[437] "2015-04-05 11:00:10 UTC" "2015-04-05 11:15:14 UTC"
[439] "2015-04-05 11:30:10 UTC" "2015-04-05 11:45:42 UTC"
[441] "2015-04-05 12:00:17 UTC" "2015-04-05 12:15:15 UTC"
[443] "2015-04-05 12:30:12 UTC" "2015-04-05 12:45:10 UTC"
[445] "2015-04-05 13:00:38 UTC" "2015-04-05 13:15:15 UTC"
[447] "2015-04-05 13:30:10 UTC" "2015-04-05 13:45:14 UTC"
[449] "2015-04-05 14:00:09 UTC" "2015-04-05 14:15:15 UTC"
[451] "2015-04-05 14:30:10 UTC" "2015-04-05 14:45:14 UTC"
[453] "2015-04-05 15:00:11 UTC" "2015-04-05 15:15:15 UTC"
[455] "2015-04-05 15:30:14 UTC" "2015-04-05 15:45:41 UTC"
[457] "2015-04-05 16:00:44 UTC" "2015-04-05 16:15:11 UTC"
[459] "2015-04-05 16:30:22 UTC" "2015-04-05 16:45:14 UTC"
[461] "2015-04-05 17:00:11 UTC" "2015-04-05 17:15:15 UTC"
[463] "2015-04-05 17:30:11 UTC" "2015-04-05 17:45:16 UTC"
[465] "2015-04-05 18:00:10 UTC" "2015-04-05 18:15:20 UTC"
[467] "2015-04-05 18:30:44 UTC" "2015-04-05 18:45:35 UTC"
[469] "2015-04-05 19:00:38 UTC" "2015-04-05 19:15:16 UTC"
[471] "2015-04-05 19:30:13 UTC" "2015-04-05 19:45:17 UTC"
[473] "2015-04-05 20:01:02 UTC" "2015-04-05 20:16:06 UTC"
[475] "2015-04-05 20:30:25 UTC" "2015-04-05 20:45:17 UTC"
[477] "2015-04-05 21:00:22 UTC" "2015-04-05 21:15:53 UTC"
[479] "2015-04-05 21:30:43 UTC" "2015-04-05 21:45:43 UTC"
[481] "2015-04-05 22:00:22 UTC" "2015-04-05 22:15:29 UTC"
[483] "2015-04-05 22:30:39 UTC" "2015-04-05 22:46:44 UTC"
[485] "2015-04-05 23:00:11 UTC" "2015-04-05 23:15:19 UTC"
[487] "2015-04-05 23:30:19 UTC" "2015-04-05 23:45:16 UTC"
[489] "2015-04-06 00:00:20 UTC" "2015-04-06 00:15:12 UTC"
[491] "2015-04-06 00:30:21 UTC" "2015-04-06 00:45:38 UTC"
[493] "2015-04-06 01:00:13 UTC" "2015-04-06 01:15:07 UTC"
[495] "2015-04-06 01:30:17 UTC" "2015-04-06 01:45:43 UTC"
[497] "2015-04-06 02:00:18 UTC" "2015-04-06 02:15:15 UTC"
[499] "2015-04-06 02:30:11 UTC" "2015-04-06 02:45:17 UTC"
[501] "2015-04-06 03:00:22 UTC" "2015-04-06 03:15:16 UTC"
[503] "2015-04-06 03:30:11 UTC" "2015-04-06 03:45:16 UTC"
[505] "2015-04-06 04:00:11 UTC" "2015-04-06 04:15:15 UTC"
[507] "2015-04-06 04:30:12 UTC" "2015-04-06 04:45:10 UTC"
[509] "2015-04-06 05:00:20 UTC" "2015-04-06 05:15:30 UTC"
[511] "2015-04-06 05:30:11 UTC" "2015-04-06 05:45:16 UTC"
[513] "2015-04-06 06:00:12 UTC" "2015-04-06 06:15:07 UTC"
[515] "2015-04-06 06:30:12 UTC" "2015-04-06 06:45:08 UTC"
[517] "2015-04-06 07:00:39 UTC" "2015-04-06 07:15:16 UTC"
[519] "2015-04-06 07:30:12 UTC" "2015-04-06 07:45:07 UTC"
[521] "2015-04-06 08:00:11 UTC" "2015-04-06 08:15:15 UTC"
[523] "2015-04-06 08:30:12 UTC" "2015-04-06 08:45:07 UTC"
[525] "2015-04-06 09:00:13 UTC" "2015-04-06 09:15:09 UTC"
[527] "2015-04-06 09:30:12 UTC" "2015-04-06 09:45:08 UTC"
[529] "2015-04-06 10:00:43 UTC" "2015-04-06 10:15:16 UTC"
[531] "2015-04-06 10:30:11 UTC" "2015-04-06 10:45:15 UTC"
[533] "2015-04-06 11:00:12 UTC" "2015-04-06 11:15:13 UTC"
[535] "2015-04-06 11:30:16 UTC" "2015-04-06 11:45:16 UTC"
[537] "2015-04-06 12:00:13 UTC" "2015-04-06 12:15:34 UTC"
[539] "2015-04-06 12:30:11 UTC" "2015-04-06 12:45:16 UTC"
[541] "2015-04-06 13:00:12 UTC" "2015-04-06 13:15:08 UTC"
[543] "2015-04-06 13:30:14 UTC" "2015-04-06 13:45:11 UTC"
[545] "2015-04-06 14:00:25 UTC" "2015-04-06 14:15:44 UTC"
[547] "2015-04-06 14:30:12 UTC" "2015-04-06 14:45:08 UTC"
[549] "2015-04-06 15:00:12 UTC" "2015-04-06 15:15:09 UTC"
[551] "2015-04-06 15:30:12 UTC" "2015-04-06 15:45:09 UTC"
[553] "2015-04-06 16:00:44 UTC" "2015-04-06 16:15:09 UTC"
[555] "2015-04-06 16:30:13 UTC" "2015-04-06 16:45:08 UTC"
[557] "2015-04-06 17:00:12 UTC" "2015-04-06 17:15:09 UTC"
[559] "2015-04-06 17:30:13 UTC" "2015-04-06 17:45:17 UTC"
[561] "2015-04-06 18:00:13 UTC" "2015-04-06 18:15:11 UTC"
[563] "2015-04-06 18:30:14 UTC" "2015-04-06 18:45:13 UTC"
[565] "2015-04-06 19:00:13 UTC" "2015-04-06 19:16:00 UTC"
[567] "2015-04-06 19:31:04 UTC" "2015-04-06 19:45:48 UTC"
[569] "2015-04-06 20:00:50 UTC" "2015-04-06 20:15:53 UTC"
[571] "2015-04-06 20:30:13 UTC" "2015-04-06 20:45:39 UTC"
[573] "2015-04-06 21:00:16 UTC" "2015-04-06 21:16:05 UTC"
[575] "2015-04-06 21:30:16 UTC" "2015-04-06 21:45:20 UTC"
[577] "2015-04-06 22:00:28 UTC" "2015-04-06 22:15:22 UTC"
[579] "2015-04-06 22:30:44 UTC" "2015-04-06 22:45:10 UTC"
[581] "2015-04-06 23:00:14 UTC" "2015-04-06 23:15:09 UTC"
[583] "2015-04-06 23:30:14 UTC" "2015-04-06 23:45:10 UTC"
[585] "2015-04-07 00:00:28 UTC" "2015-04-07 00:15:11 UTC"
[587] "2015-04-07 00:30:15 UTC" "2015-04-07 00:45:29 UTC"
[589] "2015-04-07 01:00:05 UTC" "2015-04-07 01:15:10 UTC"
[591] "2015-04-07 01:30:15 UTC" "2015-04-07 01:45:38 UTC"
[593] "2015-04-07 02:00:14 UTC" "2015-04-07 02:15:10 UTC"
[595] "2015-04-07 02:30:13 UTC" "2015-04-07 02:45:09 UTC"
[597] "2015-04-07 03:00:15 UTC" "2015-04-07 03:15:10 UTC"
[599] "2015-04-07 03:30:15 UTC" "2015-04-07 03:45:15 UTC"
[601] "2015-04-07 04:01:02 UTC" "2015-04-07 04:15:11 UTC"
[603] "2015-04-07 04:30:13 UTC" "2015-04-07 04:45:11 UTC"
[605] "2015-04-07 05:00:16 UTC" "2015-04-07 05:15:11 UTC"
[607] "2015-04-07 05:30:26 UTC" "2015-04-07 05:45:44 UTC"
[609] "2015-04-07 06:00:12 UTC" "2015-04-07 06:15:16 UTC"
[611] "2015-04-07 06:30:28 UTC" "2015-04-07 06:45:44 UTC"
[613] "2015-04-07 07:00:06 UTC" "2015-04-07 07:15:13 UTC"
[615] "2015-04-07 07:30:15 UTC" "2015-04-07 07:45:11 UTC"
[617] "2015-04-07 08:00:44 UTC" "2015-04-07 08:15:11 UTC"
[619] "2015-04-07 08:30:15 UTC" "2015-04-07 08:45:10 UTC"
[621] "2015-04-07 09:00:15 UTC" "2015-04-07 09:15:10 UTC"
[623] "2015-04-07 09:30:14 UTC" "2015-04-07 09:45:12 UTC"
[625] "2015-04-07 10:00:08 UTC" "2015-04-07 10:15:15 UTC"
[627] "2015-04-07 10:30:24 UTC" "2015-04-07 10:45:43 UTC"
[629] "2015-04-07 11:00:21 UTC" "2015-04-07 11:15:12 UTC"
[631] "2015-04-07 11:30:11 UTC" "2015-04-07 11:45:36 UTC"
[633] "2015-04-07 12:00:09 UTC" "2015-04-07 12:15:19 UTC"
[635] "2015-04-07 12:30:19 UTC" "2015-04-07 12:45:41 UTC"
[637] "2015-04-07 13:00:17 UTC" "2015-04-07 13:15:47 UTC"
[639] "2015-04-07 13:30:14 UTC" "2015-04-07 13:45:11 UTC"
[641] "2015-04-07 14:00:16 UTC" "2015-04-07 14:15:18 UTC"
[643] "2015-04-07 14:30:44 UTC" "2015-04-07 14:45:11 UTC"
[645] "2015-04-07 15:00:17 UTC" "2015-04-07 15:15:13 UTC"
[647] "2015-04-07 15:30:13 UTC" "2015-04-07 15:45:15 UTC"
[649] "2015-04-07 16:00:35 UTC" "2015-04-07 16:16:07 UTC"
[651] "2015-04-07 16:30:18 UTC" "2015-04-07 16:45:24 UTC"
[653] "2015-04-07 17:00:22 UTC" "2015-04-07 17:15:11 UTC"
[655] "2015-04-07 17:30:17 UTC" "2015-04-07 17:45:12 UTC"
[657] "2015-04-07 18:00:38 UTC" "2015-04-07 18:15:11 UTC"
[659] "2015-04-07 18:30:17 UTC" "2015-04-07 18:45:18 UTC"
[661] "2015-04-07 19:00:38 UTC" "2015-04-07 19:15:49 UTC"
[663] "2015-04-07 19:30:44 UTC" "2015-04-07 19:45:35 UTC"
[665] "2015-04-07 20:01:10 UTC" "2015-04-07 20:15:52 UTC"
[667] "2015-04-07 20:30:38 UTC" "2015-04-07 20:45:15 UTC"
[669] "2015-04-07 21:00:39 UTC" "2015-04-07 21:15:33 UTC"
[671] "2015-04-07 21:30:38 UTC" "2015-04-07 21:45:13 UTC"
[673] "2015-04-07 22:00:10 UTC" "2015-04-07 22:15:47 UTC"
[675] "2015-04-07 22:30:14 UTC" "2015-04-07 22:45:27 UTC"
[677] "2015-04-07 23:00:16 UTC" "2015-04-07 23:15:14 UTC"
[679] "2015-04-07 23:30:25 UTC" "2015-04-07 23:45:15 UTC"
[681] "2015-04-08 00:00:29 UTC" "2015-04-08 00:15:41 UTC"
[683] "2015-04-08 00:30:09 UTC" "2015-04-08 00:45:11 UTC"
[685] "2015-04-08 01:00:44 UTC" "2015-04-08 01:15:17 UTC"
[687] "2015-04-08 01:30:21 UTC" "2015-04-08 01:45:44 UTC"
[689] "2015-04-08 02:00:08 UTC" "2015-04-08 02:15:11 UTC"
[691] "2015-04-08 02:30:16 UTC" "2015-04-08 02:45:12 UTC"
[693] "2015-04-08 03:00:08 UTC" "2015-04-08 03:15:12 UTC"
[695] "2015-04-08 03:30:10 UTC" "2015-04-08 03:45:14 UTC"
[697] "2015-04-08 04:00:33 UTC" "2015-04-08 04:15:12 UTC"
[699] "2015-04-08 04:30:09 UTC" "2015-04-08 04:45:12 UTC"
[701] "2015-04-08 05:00:09 UTC" "2015-04-08 05:15:11 UTC"
[703] "2015-04-08 05:30:16 UTC" "2015-04-08 05:45:27 UTC"
[705] "2015-04-08 06:00:15 UTC" "2015-04-08 06:15:11 UTC"
[707] "2015-04-08 06:30:15 UTC" "2015-04-08 06:45:12 UTC"
[709] "2015-04-08 07:00:07 UTC" "2015-04-08 07:15:11 UTC"
[711] "2015-04-08 07:30:17 UTC" "2015-04-08 07:45:16 UTC"
[713] "2015-04-08 08:00:43 UTC" "2015-04-08 08:15:20 UTC"
[715] "2015-04-08 08:30:07 UTC" "2015-04-08 08:45:12 UTC"
[717] "2015-04-08 09:00:07 UTC" "2015-04-08 09:15:12 UTC"
[719] "2015-04-08 09:30:08 UTC" "2015-04-08 09:45:13 UTC"
[721] "2015-04-08 10:00:08 UTC" "2015-04-08 10:15:12 UTC"
[723] "2015-04-08 10:30:09 UTC" "2015-04-08 10:45:13 UTC"
[725] "2015-04-08 11:00:09 UTC" "2015-04-08 11:15:15 UTC"
[727] "2015-04-08 11:30:36 UTC" "2015-04-08 11:45:13 UTC"
[729] "2015-04-08 12:00:08 UTC" "2015-04-08 12:15:12 UTC"
[731] "2015-04-08 12:30:09 UTC" "2015-04-08 12:45:12 UTC"
[733] "2015-04-08 13:00:07 UTC" "2015-04-08 13:15:39 UTC"
[735] "2015-04-08 13:30:09 UTC" "2015-04-08 13:45:13 UTC"
[737] "2015-04-08 14:00:14 UTC" "2015-04-08 14:15:13 UTC"
[739] "2015-04-08 14:30:09 UTC" "2015-04-08 14:45:12 UTC"
[741] "2015-04-08 15:00:10 UTC" "2015-04-08 15:15:19 UTC"
[743] "2015-04-08 15:30:43 UTC" "2015-04-08 15:45:13 UTC"
[745] "2015-04-08 16:00:09 UTC" "2015-04-08 16:15:14 UTC"
[747] "2015-04-08 16:30:10 UTC" "2015-04-08 16:45:14 UTC"
[749] "2015-04-08 17:00:10 UTC" "2015-04-08 17:15:14 UTC"
[751] "2015-04-08 17:30:10 UTC" "2015-04-08 17:45:14 UTC"
[753] "2015-04-08 18:00:43 UTC" "2015-04-08 18:15:14 UTC"
[755] "2015-04-08 18:30:10 UTC" "2015-04-08 18:45:14 UTC"
[757] "2015-04-08 19:00:34 UTC" "2015-04-08 19:15:13 UTC"
[759] "2015-04-08 19:30:10 UTC" "2015-04-08 19:45:44 UTC"
[761] "2015-04-08 20:00:09 UTC" "2015-04-08 20:15:19 UTC"
[763] "2015-04-08 20:30:25 UTC" "2015-04-08 20:45:16 UTC"
[765] "2015-04-08 21:00:31 UTC" "2015-04-08 21:15:44 UTC"
[767] "2015-04-08 21:30:11 UTC" "2015-04-08 21:45:13 UTC"
[769] "2015-04-08 22:00:12 UTC" "2015-04-08 22:15:38 UTC"
[771] "2015-04-08 22:30:09 UTC" "2015-04-08 22:45:14 UTC"
[773] "2015-04-08 23:00:09 UTC" "2015-04-08 23:15:13 UTC"
[775] "2015-04-08 23:30:09 UTC" "2015-04-08 23:45:13 UTC"
[777] "2015-04-09 00:00:10 UTC" "2015-04-09 00:15:13 UTC"
[779] "2015-04-09 00:30:11 UTC" "2015-04-09 00:45:16 UTC"
[781] "2015-04-09 01:00:44 UTC" "2015-04-09 01:15:05 UTC"
[783] "2015-04-09 01:30:10 UTC" "2015-04-09 01:45:13 UTC"
[785] "2015-04-09 02:00:10 UTC" "2015-04-09 02:15:15 UTC"
[787] "2015-04-09 02:30:16 UTC" "2015-04-09 02:45:18 UTC"
[789] "2015-04-09 03:00:18 UTC" "2015-04-09 03:15:14 UTC"
[791] "2015-04-09 03:30:11 UTC" "2015-04-09 03:45:14 UTC"
[793] "2015-04-09 04:00:43 UTC" "2015-04-09 04:15:14 UTC"
[795] "2015-04-09 04:30:10 UTC" "2015-04-09 04:45:15 UTC"
[797] "2015-04-09 05:00:11 UTC" "2015-04-09 05:15:15 UTC"
[799] "2015-04-09 05:30:10 UTC" "2015-04-09 05:45:17 UTC"
[801] "2015-04-09 06:00:19 UTC" "2015-04-09 06:15:20 UTC"
[803] "2015-04-09 06:30:41 UTC" "2015-04-09 06:45:15 UTC"
[805] "2015-04-09 07:00:10 UTC" "2015-04-09 07:15:15 UTC"
[807] "2015-04-09 07:30:10 UTC" "2015-04-09 07:45:15 UTC"
[809] "2015-04-09 08:00:10 UTC" "2015-04-09 08:15:14 UTC"
[811] "2015-04-09 08:30:09 UTC" "2015-04-09 08:45:15 UTC"
[813] "2015-04-09 09:00:15 UTC" "2015-04-09 09:15:16 UTC"
[815] "2015-04-09 09:30:41 UTC" "2015-04-09 09:45:15 UTC"
[817] "2015-04-09 10:00:11 UTC" "2015-04-09 10:15:14 UTC"
[819] "2015-04-09 10:30:10 UTC" "2015-04-09 10:45:15 UTC"
[821] "2015-04-09 11:00:10 UTC" "2015-04-09 11:15:15 UTC"
[823] "2015-04-09 11:30:14 UTC" "2015-04-09 11:45:44 UTC"
[825] "2015-04-09 12:00:12 UTC" "2015-04-09 12:15:08 UTC"
[827] "2015-04-09 12:30:12 UTC" "2015-04-09 12:45:07 UTC"
[829] "2015-04-09 13:00:44 UTC" "2015-04-09 13:15:07 UTC"
[831] "2015-04-09 13:30:11 UTC" "2015-04-09 13:45:15 UTC"
[833] "2015-04-09 14:00:12 UTC" "2015-04-09 14:15:08 UTC"
[835] "2015-04-09 14:30:12 UTC" "2015-04-09 14:45:08 UTC"
[837] "2015-04-09 15:00:12 UTC" "2015-04-09 15:15:27 UTC"
[839] "2015-04-09 15:30:24 UTC" "2015-04-09 15:45:16 UTC"
[841] "2015-04-09 16:00:23 UTC" "2015-04-09 16:15:44 UTC"
[843] "2015-04-09 16:30:11 UTC" "2015-04-09 16:45:15 UTC"
[845] "2015-04-09 17:00:11 UTC" "2015-04-09 17:15:15 UTC"
[847] "2015-04-09 17:30:11 UTC" "2015-04-09 17:45:15 UTC"
[849] "2015-04-09 18:00:12 UTC" "2015-04-09 18:15:08 UTC"
[851] "2015-04-09 18:30:13 UTC" "2015-04-09 18:45:11 UTC"
[853] "2015-04-09 19:00:41 UTC" "2015-04-09 19:15:16 UTC"
[855] "2015-04-09 19:30:13 UTC" "2015-04-09 19:45:13 UTC"
[857] "2015-04-09 20:00:13 UTC" "2015-04-09 20:15:07 UTC"
[859] "2015-04-09 20:30:12 UTC" "2015-04-09 20:45:15 UTC"
[861] "2015-04-09 21:00:44 UTC" "2015-04-09 21:15:09 UTC"
[863] "2015-04-09 21:30:17 UTC" "2015-04-09 21:45:22 UTC"
[865] "2015-04-09 22:00:40 UTC" "2015-04-09 22:15:16 UTC"
[867] "2015-04-09 22:30:12 UTC" "2015-04-09 22:45:08 UTC"
[869] "2015-04-09 23:00:12 UTC" "2015-04-09 23:15:08 UTC"
[871] "2015-04-09 23:30:12 UTC" "2015-04-09 23:45:08 UTC"
[873] "2015-04-10 00:00:12 UTC" "2015-04-10 00:15:07 UTC"
[875] "2015-04-10 00:30:12 UTC" "2015-04-10 00:45:09 UTC"
[877] "2015-04-10 01:00:12 UTC" "2015-04-10 01:15:38 UTC"
[879] "2015-04-10 01:30:12 UTC" "2015-04-10 01:45:07 UTC"
[881] "2015-04-10 02:00:12 UTC" "2015-04-10 02:15:08 UTC"
[883] "2015-04-10 02:30:11 UTC" "2015-04-10 02:45:07 UTC"
[885] "2015-04-10 03:00:12 UTC" "2015-04-10 03:15:08 UTC"
[887] "2015-04-10 03:30:13 UTC" "2015-04-10 03:45:14 UTC"
[889] "2015-04-10 04:00:43 UTC" "2015-04-10 04:15:16 UTC"
[891] "2015-04-10 04:30:14 UTC" "2015-04-10 04:45:08 UTC"
[893] "2015-04-10 05:00:12 UTC" "2015-04-10 05:15:08 UTC"
[895] "2015-04-10 05:30:14 UTC" "2015-04-10 05:45:09 UTC"
[897] "2015-04-10 06:00:13 UTC" "2015-04-10 06:15:12 UTC"
[899] "2015-04-10 06:30:43 UTC" "2015-04-10 06:45:16 UTC"
[901] "2015-04-10 07:00:13 UTC" "2015-04-10 07:15:09 UTC"
[903] "2015-04-10 07:30:12 UTC" "2015-04-10 07:45:09 UTC"
[905] "2015-04-10 08:00:13 UTC" "2015-04-10 08:15:10 UTC"
[907] "2015-04-10 08:30:13 UTC" "2015-04-10 08:45:14 UTC"
[909] "2015-04-10 09:00:13 UTC" "2015-04-10 09:15:11 UTC"
[911] "2015-04-10 09:30:43 UTC" "2015-04-10 09:45:17 UTC"
[913] "2015-04-10 10:00:13 UTC" "2015-04-10 10:15:14 UTC"
[915] "2015-04-10 10:30:13 UTC" "2015-04-10 10:45:10 UTC"
[917] "2015-04-10 11:00:14 UTC" "2015-04-10 11:15:35 UTC"
[919] "2015-04-10 11:30:13 UTC" "2015-04-10 11:45:09 UTC"
[921] "2015-04-10 12:00:13 UTC" "2015-04-10 12:15:10 UTC"
[923] "2015-04-10 12:30:15 UTC" "2015-04-10 12:45:10 UTC"
[925] "2015-04-10 13:00:16 UTC" "2015-04-10 13:15:38 UTC"
[927] "2015-04-10 13:30:14 UTC" "2015-04-10 13:45:09 UTC"
[929] "2015-04-10 14:00:14 UTC" "2015-04-10 14:15:09 UTC"
[931] "2015-04-10 14:30:14 UTC" "2015-04-10 14:45:11 UTC"
[933] "2015-04-10 15:00:16 UTC" "2015-04-10 15:15:33 UTC"
[935] "2015-04-10 15:30:15 UTC" "2015-04-10 15:45:12 UTC"
[937] "2015-04-10 16:00:37 UTC" "2015-04-10 16:15:09 UTC"
[939] "2015-04-10 16:30:18 UTC" "2015-04-10 16:45:23 UTC"
[941] "2015-04-10 17:00:14 UTC" "2015-04-10 17:15:10 UTC"
[943] "2015-04-10 17:30:13 UTC" "2015-04-10 17:45:10 UTC"
[945] "2015-04-10 18:00:14 UTC" "2015-04-10 18:15:10 UTC"
[947] "2015-04-10 18:30:15 UTC" "2015-04-10 18:45:12 UTC"
[949] "2015-04-10 19:00:33 UTC" "2015-04-10 19:15:22 UTC"
[951] "2015-04-10 19:30:44 UTC" "2015-04-10 19:45:11 UTC"
[953] "2015-04-10 20:00:14 UTC" "2015-04-10 20:15:10 UTC"
[955] "2015-04-10 20:30:16 UTC" "2015-04-10 20:45:12 UTC"
[957] "2015-04-10 21:00:37 UTC" "2015-04-10 21:15:10 UTC"
[959] "2015-04-10 21:30:15 UTC" "2015-04-10 21:45:11 UTC"
[961] "2015-04-10 22:00:16 UTC" "2015-04-10 22:15:11 UTC"
[963] "2015-04-10 22:30:15 UTC" "2015-04-10 22:45:16 UTC"
[965] "2015-04-10 23:00:19 UTC" "2015-04-10 23:15:19 UTC"
[967] "2015-04-10 23:30:14 UTC" "2015-04-10 23:45:23 UTC"
[969] "2015-04-11 00:00:43 UTC" "2015-04-11 00:15:18 UTC"
[971] "2015-04-11 00:30:15 UTC" "2015-04-11 00:45:10 UTC"
[973] "2015-04-11 01:00:14 UTC" "2015-04-11 01:15:10 UTC"
[975] "2015-04-11 01:30:15 UTC" "2015-04-11 01:45:11 UTC"
[977] "2015-04-11 02:00:15 UTC" "2015-04-11 02:15:10 UTC"
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[1343] "2015-04-14 21:30:09 UTC" "2015-04-14 21:45:12 UTC"#Task3
Rosa <- meet_filterb |>
mutate(DatetimeRound = round_date(DatetimeUTC, unit = "15 minutes"))
Sabi <- meet_filter |>
mutate(DatetimeRound = round_date(DatetimeUTC, unit = "15 minutes"))#Task4
# 1) Hier wird das wildschwein_filter nach Tieren (TierID) aufgeteilt
combined_data <- bind_rows(Rosa, Sabi)
wildschwein_split <- split(combined_data, combined_data$TierID)
#2)
wildschwein_split <- Reduce(function(x, y) full_join(x, y, by = "DatetimeRound"), wildschwein_split)
#3)
wildschwein_euclidean <- wildschwein_split %>%
mutate(Distance = sqrt((E.x - E.y)^2 + (N.x - N.y)^2))
#4)
wildschwein_distance <- wildschwein_euclidean %>%
mutate(Meet = Distance < 100)#Task 5
wildschwein_final <- wildschwein_distance %>%
mutate(meets = ifelse(Distance <= 100, TRUE, FALSE)) # Hier können wir den Schwellenwert auf 100 Meter setzen
ggplot(wildschwein_final, aes(x = (E.x + E.y) / 2, y = (N.x + N.y) / 2)) + # Mittelwerte der E/N-Koordinaten der beiden Tiere
geom_point(aes(color = meets), size = 3) + # Punkte für die Begegnungen, je nach TierID eingefärbt
labs(title = "Spatial Visualization of Meets between Rosa and Sabi",
x = "Easting (Longitude)",
y = "Northing (Latitude)") +
theme_minimal() +
coord_cartesian(xlim = c(min(wildschwein_final$E.x, na.rm = TRUE), max(wildschwein_final$E.x, na.rm = TRUE)),
ylim = c(min(wildschwein_final$N.x, na.rm = TRUE), max(wildschwein_final$N.x, na.rm = TRUE))) +
scale_color_manual(values = c("red", "blue")) 