Informe No.1:Análisis Estadístico
Andrés Rueda, Stiven Lizarazo, Santiago Blanco
2022-02-26
##Introducción
El presente informe tiene como fin potenciar el uso del lenguaje de programación “R” en los estudiantes de geología de cuarto semestre de la universidad del Norte, con el fin de desarrollar habilidades como la representación de datos en gráficos estadísticos y el estudio y análisis de ellos desde un punto de vista geológico
##Tabla_datos_de_la-NASA
library(readr)
library(knitr)
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, uniondf <- read_csv("https://raw.githubusercontent.com/lihkir/AnalisisEstadisticoUN/main/Data/catalog.csv")## Rows: 1693 Columns: 23## -- Column specification --------------------------------------------------------
## Delimiter: ","
## chr (16): date, time, continent_code, country_name, country_code, state/prov...
## dbl (7): id, population, distance, latitude, longitude, injuries, fatalities
##
## 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.colnames(df) <- gsub("state/province", "state_province", colnames(df))
df <- df [, c ("country_name","date","state_province","distance","population")]
df %>% arrange(country_name)## # A tibble: 1,693 x 5
## country_name date state_province distance population
## <chr> <chr> <chr> <dbl> <dbl>
## 1 Barbados 10/22/08 Saint Joseph 2.87 1765
## 2 Belize 11/24/15 Cayo 9.72 13381
## 3 Bermuda 9/1/11 Hamilton city 1.55 902
## 4 Bermuda 2/15/14 Hamilton city 0.898 902
## 5 Brazil 5/6/09 Pará 1.02 70888
## 6 Brazil 5/6/09 Maranhão 61.8 48901
## 7 Brazil 3/28/13 Amapá 0.170 83927
## 8 Brazil 1/4/14 Pará 1.04 78050
## 9 Canada 4/14/07 Quebec 2.99 42786
## 10 Canada 7/8/07 Ontario 1.75 812129
## # ... with 1,683 more rows##Grafico_circular_distance
library(ggplot2)
library(dplyr)
ggplot(df, aes(x = "", y =distance , fill=country_name))+geom_bar(stat = "identity", width = 1) +coord_polar("y", start = 0)## Warning: Removed 1 rows containing missing values (position_stack).
##Grafico_circular_population
library(ggplot2)
library(dplyr)
ggplot(df, aes(x = "", y =population , fill=country_name))+geom_bar(stat = "identity", width = 1) +coord_polar("y", start = 0)
##Tabla_UnitedStates
library(dplyr)
df_us <- filter(df, country_name == "United States")
knitr::kable((df_us))| country_name | date | state_province | distance | population |
|---|---|---|---|---|
| United States | 3/2/07 | Virginia | 3.40765 | 16000 |
| United States | 3/22/07 | Ohio | 3.33522 | 17288 |
| United States | 4/6/07 | Pennsylvania | 2.91977 | 15930 |
| United States | 4/15/07 | Kentucky | 5.66542 | 6903 |
| United States | 4/20/07 | Kentucky | 0.23715 | 6903 |
| United States | 4/24/07 | South Dakota | 2.48033 | 2540 |
| United States | 7/1/07 | Texas | 0.03668 | 42409 |
| United States | 7/24/07 | Texas | 5.66936 | 175396 |
| United States | 8/14/07 | Colorado | 10.87949 | 2475 |
| United States | 8/18/07 | Minnesota | 22.31062 | 2868 |
| United States | 8/18/07 | Wyoming | 64.74594 | 9520 |
| United States | 8/18/07 | Minnesota | 0.99990 | 106769 |
| United States | 8/19/07 | Wisconsin | 13.62525 | 51320 |
| United States | 8/19/07 | Wisconsin | 12.91337 | 51320 |
| United States | 8/20/07 | West Virginia | 3.49200 | 1526 |
| United States | 9/3/07 | New Mexico | 12.89915 | 1788 |
| United States | 9/5/07 | Wyoming | 9.42463 | 1176 |
| United States | 9/5/07 | Idaho | 4.51471 | 2689 |
| United States | 9/6/07 | Colorado | 2.63588 | 12088 |
| United States | 9/17/07 | Colorado | 4.25758 | 4518 |
| United States | 11/30/07 | California | 6.48824 | 3117 |
| United States | 12/8/07 | Indiana | 2.66572 | 5042 |
| United States | 12/16/07 | Pennsylvania | 0.27058 | 3174 |
| United States | 1/1/08 | Pennsylvania | 0.03251 | 4020 |
| United States | 1/6/08 | California | 8.13382 | 42808 |
| United States | 1/7/08 | California | 3.23702 | 59518 |
| United States | 1/28/08 | California | 1.15586 | 42808 |
| United States | 2/5/08 | Pennsylvania | 1.09139 | 1728 |
| United States | 2/9/08 | Pennsylvania | 1.23232 | 3451 |
| United States | 3/4/08 | Pennsylvania | 2.97055 | 3165 |
| United States | 3/9/08 | New York | 4.36125 | 2620 |
| United States | 3/10/08 | Pennsylvania | 0.36435 | 3294 |
| United States | 3/14/08 | Ohio | 1.02992 | 5091 |
| United States | 3/16/08 | Ohio | 1.17753 | 4741 |
| United States | 3/24/08 | Ohio | 7.05134 | 3541 |
| United States | 3/28/08 | Kentucky | 2.26622 | 4407 |
| United States | 4/1/08 | Illinois | 18.72748 | 8465 |
| United States | 4/8/08 | Pennsylvania | 3.60364 | 13470 |
| United States | 4/11/08 | Wisconsin | 0.62955 | 2200 |
| United States | 4/13/08 | Colorado | 3.03321 | 6447 |
| United States | 4/25/08 | Minnesota | 1.72940 | 27592 |
| United States | 4/29/08 | New Hampshire | 0.08548 | 1813 |
| United States | 4/29/08 | New Hampshire | 8.19938 | 1142 |
| United States | 5/9/08 | Virginia | 8.27691 | 1698 |
| United States | 5/12/08 | West Virginia | 7.85746 | 1638 |
| United States | 5/20/08 | Kentucky | 0.90111 | 5723 |
| United States | 5/28/08 | Colorado | 20.14967 | 6658 |
| United States | 6/7/08 | Indiana | 0.63962 | 11828 |
| United States | 6/16/08 | New York | 4.46079 | 1031 |
| United States | 6/20/08 | Arkansas | 30.98796 | 466 |
| United States | 6/29/08 | New Jersey | 3.31974 | 34457 |
| United States | 7/5/08 | New Mexico | 15.17455 | 13753 |
| United States | 7/9/08 | West Virginia | 2.20331 | 3191 |
| United States | 7/9/08 | West Virginia | 3.05313 | 51400 |
| United States | 7/9/08 | Iowa | 2.88694 | 1919 |
| United States | 7/13/08 | Colorado | 2.94432 | 16887 |
| United States | 7/16/08 | Wisconsin | 6.28666 | 1887 |
| United States | 7/22/08 | Colorado | 10.78549 | 2826 |
| United States | 7/22/08 | Idaho | 29.97781 | 2991 |
| United States | 7/22/08 | Idaho | 25.30277 | 3112 |
| United States | 7/28/08 | Colorado | 32.15868 | 3068 |
| United States | 8/4/08 | New Mexico | 12.68493 | 1788 |
| United States | 8/6/08 | Colorado | 41.47439 | 3068 |
| United States | 8/6/08 | New Hampshire | 5.61303 | 1126 |
| United States | 8/7/08 | California | 3.32897 | 20292 |
| United States | 8/7/08 | Colorado | 22.50782 | 6427 |
| United States | 8/7/08 | Utah | 5.66291 | 7979 |
| United States | 8/8/08 | Utah | 67.58127 | 1270 |
| United States | 8/23/08 | Colorado | 8.16325 | 5236 |
| United States | 8/24/08 | Colorado | 17.16659 | 1646 |
| United States | 8/26/08 | North Carolina | 0.85349 | 1192 |
| United States | 8/28/08 | North Carolina | 5.17876 | 1192 |
| United States | 9/6/08 | Massachusetts | 2.84100 | 39880 |
| United States | 9/20/08 | Idaho | 1.58679 | 1406 |
| United States | 11/26/08 | California | 14.43770 | 9277 |
| United States | 12/17/08 | California | 8.33509 | 3148 |
| United States | 12/22/08 | California | 1.91206 | 3841 |
| United States | 12/22/08 | Tennessee | 2.61361 | 5934 |
| United States | 1/7/09 | North Carolina | 2.71542 | 1150 |
| United States | 3/10/09 | Pennsylvania | 2.84144 | 5951 |
| United States | 4/8/09 | Tennessee | 11.51020 | 2845 |
| United States | 4/11/09 | Utah | 3.35726 | 112488 |
| United States | 4/13/09 | Virginia | 10.60458 | 1463 |
| United States | 4/14/09 | Utah | 1.90486 | 33433 |
| United States | 4/15/09 | Utah | 1.68712 | 20816 |
| United States | 4/15/09 | Utah | 8.13917 | 10062 |
| United States | 4/20/09 | Virginia | 13.41471 | 1463 |
| United States | 4/20/09 | Colorado | 15.14802 | 97385 |
| United States | 5/4/09 | Missouri | 1.93676 | 17916 |
| United States | 5/8/09 | Kentucky | 15.41975 | 777 |
| United States | 5/8/09 | Kentucky | 9.34774 | 2231 |
| United States | 5/11/09 | Kentucky | 11.07489 | 6903 |
| United States | 5/17/09 | North Carolina | 9.72793 | 18228 |
| United States | 5/30/09 | West Virginia | 11.50494 | 1142 |
| United States | 6/18/09 | Utah | 0.79003 | 42274 |
| United States | 6/19/09 | North Carolina | 10.33560 | 3776 |
| United States | 6/21/09 | Idaho | 1.27144 | 2689 |
| United States | 7/31/09 | Kentucky | 2.30977 | 5338 |
| United States | 8/19/09 | Kentucky | 15.49105 | 31577 |
| United States | 8/20/09 | Wisconsin | 3.41664 | 5911 |
| United States | 9/11/09 | Texas | 1.34835 | 4529 |
| United States | 9/20/09 | Georgia | 15.92157 | 3410 |
| United States | 9/21/09 | Alabama | 26.97874 | 3485 |
| United States | 9/21/09 | Georgia | 2.07317 | 5802 |
| United States | 9/21/09 | Georgia | 0.80279 | 1602 |
| United States | 9/21/09 | North Carolina | 3.61918 | 7609 |
| United States | 9/26/09 | Georgia | 1.12077 | 2301 |
| United States | 9/26/09 | Tennessee | 4.11813 | 3944 |
| United States | 10/12/09 | Texas | 6.20618 | 45028 |
| United States | 10/17/09 | Kentucky | 10.07650 | 365 |
| United States | 11/11/09 | Tennessee | 2.60684 | 20979 |
| United States | 11/17/09 | Illinois | 1.54044 | 27865 |
| United States | 12/9/09 | Tennessee | 5.97545 | 167674 |
| United States | 12/9/09 | Tennessee | 2.05274 | 7554 |
| United States | 12/9/09 | Tennessee | 2.47169 | 7554 |
| United States | 12/12/09 | Missouri | 7.60154 | 3364 |
| United States | 12/13/09 | California | 8.91845 | 4862 |
| United States | 12/18/09 | Mississippi | 17.40130 | 2175 |
| United States | 1/21/10 | California | 5.71250 | 9277 |
| United States | 1/21/10 | Arizona | 16.48124 | 1424 |
| United States | 1/21/10 | California | 1.35292 | 3552 |
| United States | 1/21/10 | California | 12.95887 | 1128 |
| United States | 1/22/10 | Arizona | 12.98377 | 2633 |
| United States | 1/24/10 | North Carolina | 7.54867 | 2937 |
| United States | 1/24/10 | Tennessee | 8.55137 | 4577 |
| United States | 1/24/10 | Tennessee | 2.56584 | 7554 |
| United States | 1/25/10 | Tennessee | 3.20504 | 12714 |
| United States | 1/25/10 | Pennsylvania | 1.49656 | 305704 |
| United States | 1/25/10 | Connecticut | 10.75115 | 1212 |
| United States | 1/25/10 | North Carolina | 2.39331 | 2441 |
| United States | 1/26/10 | Kentucky | 5.79962 | 1255 |
| United States | 2/4/10 | South Carolina | 4.34093 | 13905 |
| United States | 2/5/10 | North Carolina | 0.91282 | 1150 |
| United States | 2/6/10 | Kentucky | 5.29680 | 5245 |
| United States | 2/6/10 | Kentucky | 19.17000 | 2203 |
| United States | 2/8/10 | Tennessee | 14.90347 | 4058 |
| United States | 2/25/10 | California | 2.18534 | 29603 |
| United States | 2/27/10 | California | 1.18379 | 209924 |
| United States | 3/11/10 | Pennsylvania | 1.29986 | 305704 |
| United States | 3/11/10 | Pennsylvania | 2.37904 | 5951 |
| United States | 3/11/10 | Wisconsin | 3.90084 | 2133 |
| United States | 3/12/10 | West Virginia | 0.02907 | 1260 |
| United States | 3/13/10 | West Virginia | 7.04356 | 6432 |
| United States | 3/13/10 | New Jersey | 4.41013 | 9916 |
| United States | 3/13/10 | West Virginia | 6.25122 | 3572 |
| United States | 3/14/10 | Ohio | 13.05284 | 6397 |
| United States | 3/14/10 | Massachusetts | 1.03712 | 2717 |
| United States | 3/14/10 | New Jersey | 0.77081 | 2410 |
| United States | 3/14/10 | North Carolina | 23.26062 | 620 |
| United States | 3/15/10 | Massachusetts | 1.25138 | 7389 |
| United States | 3/15/10 | Massachusetts | 2.73316 | 5918 |
| United States | 3/16/10 | Pennsylvania | 6.71244 | 2528 |
| United States | 3/18/10 | Tennessee | 11.83863 | 3944 |
| United States | 3/21/10 | Ohio | 10.58008 | 1311 |
| United States | 3/25/10 | Alabama | 22.45613 | 2264 |
| United States | 3/26/10 | New York | 7.59235 | 1113 |
| United States | 3/29/10 | Tennessee | 14.56419 | 3944 |
| United States | 3/30/10 | Connecticut | 1.40994 | 47648 |
| United States | 3/30/10 | New York | 0.94386 | 7612 |
| United States | 3/30/10 | New York | 3.28687 | 195976 |
| United States | 3/30/10 | Iowa | 2.69877 | 11051 |
| United States | 3/30/10 | Iowa | 2.69877 | 11051 |
| United States | 3/30/10 | Maine | 0.76489 | 7794 |
| United States | 3/31/10 | New Hampshire | 0.29408 | 1108 |
| United States | 4/7/10 | Iowa | 3.37828 | 25663 |
| United States | 4/25/10 | Tennessee | 10.07129 | 2694 |
| United States | 5/2/10 | Kentucky | 10.11538 | 6845 |
| United States | 5/2/10 | Kentucky | 9.51647 | 1883 |
| United States | 5/2/10 | Tennessee | 4.06928 | 2912 |
| United States | 5/2/10 | Tennessee | 5.92638 | 4812 |
| United States | 5/2/10 | Tennessee | 11.67837 | 7720 |
| United States | 5/2/10 | Tennessee | 6.61569 | 31279 |
| United States | 5/2/10 | Tennessee | 15.51031 | 34681 |
| United States | 5/3/10 | Kentucky | 7.91631 | 777 |
| United States | 5/3/10 | Kentucky | 0.00435 | 365 |
| United States | 5/3/10 | Kentucky | 18.27072 | 2237 |
| United States | 5/3/10 | Kentucky | 5.84944 | 1732 |
| United States | 5/3/10 | Kentucky | 13.47073 | 3459 |
| United States | 5/3/10 | Kentucky | 7.32052 | 717 |
| United States | 5/3/10 | West Virginia | 15.29574 | 3191 |
| United States | 5/3/10 | Kentucky | 9.90252 | 717 |
| United States | 5/3/10 | Kentucky | 12.34170 | 4456 |
| United States | 5/3/10 | Kentucky | 10.50499 | 777 |
| United States | 5/3/10 | Kentucky | 21.31051 | 777 |
| United States | 5/3/10 | Kentucky | 1.09107 | 2237 |
| United States | 5/3/10 | Kentucky | 16.31604 | 2237 |
| United States | 5/3/10 | West Virginia | 18.71035 | 1090 |
| United States | 5/3/10 | Virginia | 21.45604 | 1414 |
| United States | 5/3/10 | Kentucky | 10.20803 | 2203 |
| United States | 5/3/10 | Kentucky | 8.90602 | 6903 |
| United States | 5/3/10 | Ohio | 17.02627 | 11129 |
| United States | 5/3/10 | Ohio | 6.42411 | 11129 |
| United States | 5/3/10 | Ohio | 18.88870 | 2165 |
| United States | 5/9/10 | Tennessee | 0.01307 | 2912 |
| United States | 5/10/10 | Ohio | 10.40449 | 11129 |
| United States | 5/14/10 | Missouri | 5.24463 | 4208 |
| United States | 5/16/10 | Kentucky | 7.52656 | 1883 |
| United States | 5/17/10 | West Virginia | 1.68022 | 51400 |
| United States | 5/23/10 | North Carolina | 16.47911 | 872 |
| United States | 5/24/10 | Utah | 0.75491 | 10062 |
| United States | 6/5/10 | Pennsylvania | 1.93338 | 305704 |
| United States | 6/5/10 | Pennsylvania | 1.46465 | 4432 |
| United States | 6/7/10 | North Carolina | 5.80525 | 7609 |
| United States | 6/7/10 | Nevada | 16.13996 | 12361 |
| United States | 6/13/10 | West Virginia | 5.45758 | 1654 |
| United States | 6/21/10 | Indiana | 6.08613 | 67140 |
| United States | 6/23/10 | Minnesota | 18.20633 | 2868 |
| United States | 6/23/10 | Wisconsin | 16.88781 | 5184 |
| United States | 6/28/10 | Colorado | 13.11084 | 2617 |
| United States | 6/28/10 | New York | 8.27871 | 10545 |
| United States | 7/13/10 | New York | 14.77042 | 1041 |
| United States | 7/13/10 | West Virginia | 0.76491 | 1860 |
| United States | 7/16/10 | Georgia | 7.58207 | 9432 |
| United States | 7/20/10 | Arizona | 11.50738 | 65870 |
| United States | 7/21/10 | West Virginia | 2.97869 | 49138 |
| United States | 7/23/10 | Colorado | 4.89100 | 16887 |
| United States | 7/23/10 | New Mexico | 25.68212 | 9051 |
| United States | 7/26/10 | Colorado | 17.96218 | 1320 |
| United States | 7/27/10 | Colorado | 27.47506 | 1320 |
| United States | 7/27/10 | Kentucky | 0.99029 | 5955 |
| United States | 7/31/10 | Colorado | 23.83031 | 6427 |
| United States | 8/1/10 | Colorado | 20.97634 | 2602 |
| United States | 8/1/10 | Utah | 13.47828 | 1344 |
| United States | 8/9/10 | Iowa | 0.92861 | 25023 |
| United States | 8/18/10 | Tennessee | 1.77572 | 1497 |
| United States | 8/19/10 | Utah | 3.22031 | 42274 |
| United States | 8/19/10 | Colorado | 24.13440 | 6427 |
| United States | 8/19/10 | Colorado | 22.55763 | 6427 |
| United States | 8/19/10 | Colorado | 23.56048 | 6427 |
| United States | 8/19/10 | Colorado | 21.37674 | 6427 |
| United States | 8/19/10 | Colorado | 4.60739 | 2826 |
| United States | 8/19/10 | Colorado | 3.84400 | 2826 |
| United States | 8/19/10 | Colorado | 4.51715 | 6427 |
| United States | 8/19/10 | Colorado | 3.60875 | 9614 |
| United States | 8/19/10 | Utah | 38.50248 | 5046 |
| United States | 8/25/10 | California | 11.06641 | 51367 |
| United States | 9/3/10 | Pennsylvania | 6.19784 | 1655 |
| United States | 9/11/10 | Tennessee | 5.00430 | 178874 |
| United States | 9/19/10 | Virginia | 1.20498 | 11285 |
| United States | 9/22/10 | Arizona | 1.86032 | 1424 |
| United States | 9/23/10 | Wisconsin | 2.43595 | 6448 |
| United States | 9/28/10 | Pennsylvania | 2.03608 | 3403 |
| United States | 9/29/10 | Pennsylvania | 1.22035 | 1244 |
| United States | 9/30/10 | New York | 6.65468 | 1053 |
| United States | 10/1/10 | New Hampshire | 5.48538 | 1126 |
| United States | 10/1/10 | Maryland | 2.52659 | 10519 |
| United States | 10/19/10 | California | 7.04978 | 7715 |
| United States | 11/17/10 | Pennsylvania | 5.03527 | 2763 |
| United States | 11/30/10 | New York | 2.73513 | 4946 |
| United States | 12/1/10 | Tennessee | 4.92279 | 178874 |
| United States | 12/1/10 | North Carolina | 5.16572 | 3114 |
| United States | 12/19/10 | California | 7.63522 | 4862 |
| United States | 12/20/10 | Nevada | 19.35795 | 24085 |
| United States | 12/21/10 | California | 4.45005 | 59518 |
| United States | 12/21/10 | California | 4.51520 | 10644 |
| United States | 12/22/10 | California | 3.31222 | 59518 |
| United States | 12/22/10 | California | 1.85916 | 53104 |
| United States | 12/22/10 | California | 2.92944 | 44199 |
| United States | 12/22/10 | California | 6.40077 | 4862 |
| United States | 12/22/10 | California | 1.95744 | 53104 |
| United States | 12/22/10 | California | 3.35384 | 4862 |
| United States | 12/22/10 | California | 5.86771 | 105328 |
| United States | 12/22/10 | California | 3.23578 | 23261 |
| United States | 12/22/10 | California | 2.01316 | 42808 |
| United States | 12/22/10 | California | 2.24058 | 42808 |
| United States | 12/22/10 | California | 0.87634 | 23261 |
| United States | 12/28/10 | California | 6.02579 | 57065 |
| United States | 12/28/10 | California | 9.07891 | 193365 |
| United States | 1/2/11 | Ohio | 2.81727 | 3454 |
| United States | 1/16/11 | Idaho | 34.46887 | 485 |
| United States | 1/16/11 | Idaho | 14.32586 | 145987 |
| United States | 1/16/11 | Idaho | 14.99911 | 145987 |
| United States | 1/18/11 | Idaho | 38.27504 | 485 |
| United States | 1/30/11 | West Virginia | 6.15192 | 1554 |
| United States | 2/5/11 | North Carolina | 1.20337 | 1150 |
| United States | 2/18/11 | California | 9.82301 | 1423 |
| United States | 3/2/11 | Pennsylvania | 8.31157 | 1873 |
| United States | 3/6/11 | North Carolina | 13.11943 | 1241 |
| United States | 3/6/11 | Connecticut | 2.63291 | 9549 |
| United States | 3/7/11 | Connecticut | NA | 28142 |
| United States | 3/7/11 | Massachusetts | 0.81961 | 19753 |
| United States | 3/8/11 | Pennsylvania | 1.54687 | 1244 |
| United States | 3/8/11 | Missouri | 2.41198 | 35517 |
| United States | 3/8/11 | Kentucky | 0.70654 | 4456 |
| United States | 3/9/11 | New York | 3.95434 | 2701 |
| United States | 3/9/11 | West Virginia | 2.52454 | 1036 |
| United States | 3/9/11 | West Virginia | 1.92763 | 1036 |
| United States | 3/10/11 | Pennsylvania | 13.66120 | 1836 |
| United States | 3/10/11 | Virginia | 3.23558 | 207627 |
| United States | 3/10/11 | Virginia | 13.60254 | 2681 |
| United States | 3/11/11 | Ohio | 3.66747 | 4278 |
| United States | 3/11/11 | Ohio | 4.85999 | 1482 |
| United States | 3/11/11 | Pennsylvania | 4.84701 | 1836 |
| United States | 3/12/11 | Ohio | 0.79841 | 3541 |
| United States | 3/13/11 | Ohio | 4.85999 | 1482 |
| United States | 3/15/11 | Alabama | 1.79927 | 12548 |
| United States | 3/15/11 | Pennsylvania | 4.62567 | 1171 |
| United States | 3/16/11 | Ohio | 1.01208 | 1592 |
| United States | 3/16/11 | Ohio | 3.09494 | 3541 |
| United States | 3/18/11 | New York | 6.60211 | 1009 |
| United States | 3/21/11 | Utah | 5.09388 | 7775 |
| United States | 3/26/11 | California | 5.13929 | 9277 |
| United States | 4/5/11 | Tennessee | 2.43605 | 14807 |
| United States | 4/5/11 | West Virginia | 1.94038 | 2499 |
| United States | 4/6/11 | Pennsylvania | 2.47173 | 5677 |
| United States | 4/8/11 | Ohio | 1.57593 | 20213 |
| United States | 4/9/11 | West Virginia | 25.09618 | 1554 |
| United States | 4/10/11 | Pennsylvania | 2.94131 | 3744 |
| United States | 4/12/11 | Kentucky | 1.26817 | 5955 |
| United States | 4/13/11 | Pennsylvania | 1.29731 | 305704 |
| United States | 4/14/11 | Pennsylvania | 1.91993 | 1929 |
| United States | 4/14/11 | Pennsylvania | 2.06885 | 1171 |
| United States | 4/16/11 | New Jersey | 0.84845 | 50005 |
| United States | 4/16/11 | Ohio | 3.77028 | 1372 |
| United States | 4/16/11 | West Virginia | 15.03444 | 823 |
| United States | 4/16/11 | Ohio | 1.76001 | 1482 |
| United States | 4/16/11 | Pennsylvania | 3.74706 | 9299 |
| United States | 4/17/11 | Maryland | 3.50924 | 6170 |
| United States | 4/21/11 | Kentucky | 2.19418 | 24757 |
| United States | 4/21/11 | Kentucky | 1.22389 | 5912 |
| United States | 4/21/11 | Kentucky | 12.53751 | 3925 |
| United States | 4/21/11 | Kentucky | 2.03469 | 7489 |
| United States | 4/21/11 | Ohio | 3.45556 | 5259 |
| United States | 4/21/11 | Kentucky | 1.24385 | 3035 |
| United States | 4/21/11 | Kentucky | 4.61879 | 8477 |
| United States | 4/24/11 | West Virginia | 3.90856 | 4028 |
| United States | 4/24/11 | Ohio | 6.43139 | 3149 |
| United States | 4/24/11 | Ohio | 12.99718 | 4582 |
| United States | 4/25/11 | Missouri | 8.78605 | 4426 |
| United States | 4/25/11 | Ohio | 4.50908 | 3234 |
| United States | 4/25/11 | Kentucky | 1.26285 | 4407 |
| United States | 4/25/11 | Kentucky | 1.42927 | 5955 |
| United States | 4/25/11 | Kentucky | 7.88518 | 2554 |
| United States | 4/25/11 | Ohio | 2.59168 | 296943 |
| United States | 4/25/11 | Kentucky | 1.73096 | 15273 |
| United States | 4/25/11 | Ohio | 2.68376 | 296943 |
| United States | 4/25/11 | Ohio | 7.12905 | 1239 |
| United States | 4/25/11 | Arkansas | 6.74198 | 1084 |
| United States | 4/25/11 | Ohio | 2.92400 | 2782 |
| United States | 4/25/11 | West Virginia | 1.60330 | 1302 |
| United States | 4/26/11 | Ohio | 4.45788 | 4801 |
| United States | 4/26/11 | Tennessee | 9.34376 | 5417 |
| United States | 4/27/11 | Tennessee | 8.14549 | 14538 |
| United States | 4/27/11 | Kentucky | 2.08830 | 4407 |
| United States | 4/27/11 | Tennessee | 12.81745 | 1750 |
| United States | 4/28/11 | Kentucky | 8.74503 | 2764 |
| United States | 4/29/11 | Kentucky | 15.76570 | 1745 |
| United States | 4/30/11 | Missouri | 13.48426 | 2184 |
| United States | 5/1/11 | Kentucky | 8.68702 | 2237 |
| United States | 5/3/11 | Ohio | 2.88328 | 5099 |
| United States | 5/3/11 | Ohio | 4.26162 | 14407 |
| United States | 5/3/11 | Ohio | 2.95385 | 11585 |
| United States | 5/3/11 | Ohio | 1.81969 | 5069 |
| United States | 5/3/11 | Kentucky | 1.27755 | 4407 |
| United States | 5/3/11 | Kentucky | 8.35471 | 1190 |
| United States | 5/3/11 | Kentucky | 2.05395 | 25527 |
| United States | 5/3/11 | Kentucky | 3.61757 | 25527 |
| United States | 5/3/11 | Kentucky | 3.19663 | 25527 |
| United States | 5/3/11 | Kentucky | 2.33611 | 9011 |
| United States | 5/3/11 | Ohio | 5.88319 | 1638 |
| United States | 5/4/11 | Vermont | 5.80477 | 2386 |
| United States | 5/4/11 | Vermont | 5.93705 | 2386 |
| United States | 5/5/11 | Vermont | 6.58098 | 9052 |
| United States | 5/8/11 | Idaho | 14.40898 | 1928 |
| United States | 5/10/11 | West Virginia | 6.02220 | 51400 |
| United States | 5/11/11 | Ohio | 4.35442 | 2676 |
| United States | 5/11/11 | Ohio | 19.76853 | 11129 |
| United States | 5/11/11 | Ohio | 9.74624 | 2165 |
| United States | 5/11/11 | Ohio | 20.40835 | 11129 |
| United States | 5/12/11 | Ohio | 0.81717 | 1543 |
| United States | 5/13/11 | Pennsylvania | 5.82547 | 3450 |
| United States | 5/13/11 | Pennsylvania | 18.14779 | 13663 |
| United States | 5/13/11 | Pennsylvania | 1.49457 | 7635 |
| United States | 5/15/11 | New York | 16.90533 | 2614 |
| United States | 5/17/11 | Pennsylvania | 2.01507 | 1064 |
| United States | 5/18/11 | West Virginia | 1.71788 | 49138 |
| United States | 5/18/11 | West Virginia | 2.13503 | 49138 |
| United States | 5/18/11 | West Virginia | 2.94557 | 49138 |
| United States | 5/18/11 | West Virginia | 2.76021 | 49138 |
| United States | 5/18/11 | West Virginia | 0.01392 | 49138 |
| United States | 5/18/11 | West Virginia | 11.01130 | 1542 |
| United States | 5/18/11 | Pennsylvania | 2.45126 | 5677 |
| United States | 5/18/11 | Pennsylvania | 4.06157 | 1440 |
| United States | 5/19/11 | Pennsylvania | 1.09370 | 27126 |
| United States | 5/19/11 | Pennsylvania | 3.51907 | 3050 |
| United States | 5/19/11 | Utah | 8.65312 | 1336 |
| United States | 5/19/11 | Pennsylvania | 0.71260 | 3330 |
| United States | 5/20/11 | Pennsylvania | 0.26199 | 305704 |
| United States | 5/21/11 | Utah | 7.91495 | 9128 |
| United States | 5/21/11 | Pennsylvania | 1.11499 | 1218 |
| United States | 5/21/11 | Pennsylvania | 1.11499 | 1218 |
| United States | 5/22/11 | Utah | 3.12368 | 18275 |
| United States | 5/22/11 | Utah | 14.71664 | 3112 |
| United States | 5/22/11 | Utah | 30.28399 | 8893 |
| United States | 5/22/11 | Utah | 4.54095 | 15335 |
| United States | 5/23/11 | Pennsylvania | 3.02440 | 5157 |
| United States | 5/25/11 | Iowa | 4.38210 | 82684 |
| United States | 5/25/11 | Michigan | 1.89658 | 113934 |
| United States | 5/27/11 | New York | 11.70793 | 2521 |
| United States | 5/28/11 | Illinois | 1.71596 | 27865 |
| United States | 5/29/11 | Vermont | 0.65528 | 9052 |
| United States | 5/30/11 | Utah | 8.65312 | 1336 |
| United States | 5/30/11 | Wyoming | 7.07507 | 1182 |
| United States | 5/30/11 | Vermont | 1.15359 | 9052 |
| United States | 6/5/11 | Colorado | 5.82093 | 1079 |
| United States | 6/11/11 | Kentucky | 1.06742 | 5338 |
| United States | 6/11/11 | Iowa | 2.92601 | 10780 |
| United States | 6/12/11 | Pennsylvania | 7.93844 | 1319 |
| United States | 6/18/11 | Wisconsin | 4.98787 | 65883 |
| United States | 6/20/11 | Indiana | 2.61312 | 1712 |
| United States | 6/20/11 | Tennessee | 3.07236 | 4389 |
| United States | 6/22/11 | Kentucky | 5.95618 | 2733 |
| United States | 6/27/11 | Colorado | 11.46832 | 1034 |
| United States | 7/3/11 | Kentucky | 3.77076 | 15926 |
| United States | 7/3/11 | Ohio | 1.91217 | 1509 |
| United States | 7/3/11 | Kentucky | 1.90865 | 15273 |
| United States | 7/4/11 | Pennsylvania | 2.97852 | 3165 |
| United States | 7/4/11 | Colorado | 0.21641 | 6658 |
| United States | 7/5/11 | Pennsylvania | 7.45648 | 27126 |
| United States | 7/5/11 | Utah | 9.18061 | 15523 |
| United States | 7/7/11 | Colorado | 2.66276 | 3887 |
| United States | 7/7/11 | Wyoming | 6.32702 | 17444 |
| United States | 7/9/11 | Wyoming | 0.00178 | 17444 |
| United States | 7/10/11 | Arizona | 12.28777 | 43888 |
| United States | 7/11/11 | Arizona | 9.92245 | 43888 |
| United States | 7/12/11 | Colorado | 7.50275 | 1451 |
| United States | 7/12/11 | Colorado | 0.01994 | 1451 |
| United States | 7/12/11 | Arizona | 52.11489 | 4885 |
| United States | 7/13/11 | Colorado | 9.47622 | 97385 |
| United States | 7/14/11 | Colorado | 10.42230 | 97385 |
| United States | 7/15/11 | Arizona | 12.52763 | 14797 |
| United States | 7/18/11 | Colorado | 1.82803 | 1320 |
| United States | 7/18/11 | Colorado | 5.78301 | 9614 |
| United States | 7/18/11 | Pennsylvania | 2.96418 | 3165 |
| United States | 7/18/11 | Ohio | 5.63505 | 1411 |
| United States | 7/19/11 | Kentucky | 12.29943 | 441 |
| United States | 7/19/11 | Colorado | 2.35855 | 6447 |
| United States | 7/21/11 | Florida | 3.75018 | 2768 |
| United States | 7/21/11 | Kentucky | 8.30475 | 4456 |
| United States | 7/25/11 | Colorado | 25.38161 | 629 |
| United States | 7/27/11 | New Mexico | 17.95414 | 1297 |
| United States | 7/30/11 | Colorado | 4.90954 | 3801 |
| United States | 7/30/11 | Colorado | 10.57117 | 9614 |
| United States | 7/30/11 | Colorado | 1.11647 | 9172 |
| United States | 8/1/11 | Pennsylvania | 0.17013 | 3263 |
| United States | 8/3/11 | Colorado | 0.01766 | 637 |
| United States | 8/5/11 | Tennessee | 1.01331 | 3944 |
| United States | 8/8/11 | Tennessee | 0.72461 | 34681 |
| United States | 8/11/11 | Pennsylvania | 7.26376 | 2541 |
| United States | 8/15/11 | New Jersey | 5.27337 | 4933 |
| United States | 9/1/11 | New York | 1.91324 | 10082 |
| United States | 9/8/11 | New Jersey | 0.07578 | 2681 |
| United States | 9/8/11 | New Jersey | 3.64818 | 15311 |
| United States | 10/8/11 | Utah | 7.52240 | 28857 |
| United States | 11/22/11 | Pennsylvania | 0.74333 | 5012 |
| United States | 11/30/11 | Alabama | 0.64281 | 14770 |
| United States | 12/23/11 | Pennsylvania | 0.79265 | 2449 |
| United States | 12/23/11 | Kentucky | 1.43697 | 5338 |
| United States | 1/9/12 | Kentucky | 1.52592 | 5338 |
| United States | 1/11/12 | Pennsylvania | 1.87265 | 305704 |
| United States | 1/27/12 | Kentucky | 1.31411 | 4407 |
| United States | 1/27/12 | Pennsylvania | 2.19916 | 3165 |
| United States | 3/2/12 | West Virginia | 13.52866 | 1256 |
| United States | 3/8/12 | Kentucky | 9.87331 | 31364 |
| United States | 3/9/12 | Tennessee | 13.15700 | 2020 |
| United States | 3/15/12 | Ohio | 4.21790 | 8375 |
| United States | 3/15/12 | Kentucky | 10.22349 | 1461 |
| United States | 3/22/12 | Kansas | 2.32126 | 6731 |
| United States | 3/30/12 | New York | 9.95180 | 2072 |
| United States | 5/1/12 | Kentucky | 2.40444 | 5338 |
| United States | 5/5/12 | West Virginia | 8.06254 | 2892 |
| United States | 5/6/12 | Kentucky | 1.30932 | 5955 |
| United States | 5/6/12 | Ohio | 2.51579 | 66982 |
| United States | 5/24/12 | Minnesota | 0.13052 | 9552 |
| United States | 7/6/12 | Colorado | 15.65712 | 2450 |
| United States | 7/9/12 | Colorado | 13.02782 | 1794 |
| United States | 7/9/12 | Colorado | 5.78163 | 1655 |
| United States | 8/12/12 | Wyoming | 72.64680 | 9520 |
| United States | 8/14/12 | Arkansas | 5.06464 | 466 |
| United States | 8/17/12 | California | 12.93443 | 51367 |
| United States | 8/23/12 | Arizona | 3.36522 | 1445632 |
| United States | 9/1/12 | Utah | 2.02291 | 17781 |
| United States | 9/2/12 | Utah | 21.80213 | 1247 |
| United States | 9/2/12 | Utah | 22.92807 | 1247 |
| United States | 9/2/12 | Utah | 23.82853 | 1247 |
| United States | 9/2/12 | Utah | 24.64059 | 3260 |
| United States | 9/18/12 | Tennessee | 1.24635 | 20979 |
| United States | 9/27/12 | Colorado | 18.34452 | 2450 |
| United States | 9/27/12 | Colorado | 37.11379 | 5858 |
| United States | 10/30/12 | New Hampshire | 14.34429 | 1213 |
| United States | 10/30/12 | Pennsylvania | 0.14473 | 20313 |
| United States | 11/1/12 | Pennsylvania | 2.08818 | 3260 |
| United States | 11/2/12 | Pennsylvania | 3.07837 | 305704 |
| United States | 11/14/12 | North Carolina | 4.23278 | 1192 |
| United States | 12/2/12 | Idaho | 41.54001 | 2991 |
| United States | 12/21/12 | Pennsylvania | 1.33115 | 305704 |
| United States | 1/13/13 | Kentucky | 1.23577 | 2583 |
| United States | 1/14/13 | Kentucky | 2.41140 | 225366 |
| United States | 1/15/13 | North Carolina | 0.04550 | 1869 |
| United States | 1/15/13 | North Carolina | 5.63904 | 1150 |
| United States | 1/15/13 | Tennessee | 5.53703 | 178874 |
| United States | 1/16/13 | North Carolina | 13.86023 | 2138 |
| United States | 1/16/13 | New Jersey | 0.09035 | 3279 |
| United States | 1/16/13 | North Carolina | 4.29814 | 6123 |
| United States | 1/16/13 | Tennessee | 13.77073 | 2355 |
| United States | 1/17/13 | North Carolina | 20.45203 | 620 |
| United States | 1/17/13 | Pennsylvania | 2.64611 | 305704 |
| United States | 1/18/13 | North Carolina | 1.07913 | 1150 |
| United States | 1/30/13 | Kentucky | 1.63625 | 777 |
| United States | 2/20/13 | Arizona | 31.61210 | 1443 |
| United States | 3/12/13 | Pennsylvania | 1.78114 | 1257 |
| United States | 3/18/13 | Kentucky | 11.48269 | 28015 |
| United States | 4/10/13 | Utah | 9.55190 | 21785 |
| United States | 4/15/13 | Pennsylvania | 4.82123 | 20079 |
| United States | 4/17/13 | Kentucky | 3.38725 | 6903 |
| United States | 4/17/13 | Iowa | 1.40658 | 67862 |
| United States | 4/17/13 | Kentucky | 1.40599 | 1461 |
| United States | 4/17/13 | Kentucky | 0.94084 | 1745 |
| United States | 4/18/13 | Illinois | 2.12940 | 1427 |
| United States | 4/18/13 | Illinois | 2.39991 | 23402 |
| United States | 4/25/13 | North Carolina | 6.68251 | 872 |
| United States | 4/29/13 | Ohio | 2.06907 | 1791 |
| United States | 4/29/13 | North Carolina | 2.06558 | 1171 |
| United States | 4/30/13 | Florida | 0.39179 | 28742 |
| United States | 5/6/13 | North Carolina | 0.17766 | 7848 |
| United States | 5/6/13 | North Carolina | 12.88531 | 18228 |
| United States | 5/6/13 | North Carolina | 4.10329 | 4227 |
| United States | 5/6/13 | North Carolina | 5.76576 | 2031 |
| United States | 5/7/13 | Kentucky | 4.02153 | 4407 |
| United States | 5/7/13 | Kentucky | 12.36833 | 1732 |
| United States | 5/7/13 | North Carolina | 4.10329 | 4227 |
| United States | 5/7/13 | North Carolina | 0.23032 | 1192 |
| United States | 5/8/13 | North Carolina | 6.61994 | 1424 |
| United States | 5/13/13 | Tennessee | 15.98301 | 2355 |
| United States | 5/15/13 | North Carolina | 7.32191 | 7848 |
| United States | 5/19/13 | Georgia | 12.44051 | 2536 |
| United States | 5/22/13 | South Carolina | 7.92482 | 1312 |
| United States | 5/22/13 | Minnesota | 1.89742 | 19540 |
| United States | 5/27/13 | Missouri | 1.97078 | 17916 |
| United States | 5/29/13 | Illinois | 2.38934 | 40633 |
| United States | 5/29/13 | New York | 2.54860 | 1213 |
| United States | 6/1/13 | South Dakota | 1.39751 | 3124 |
| United States | 6/6/13 | New York | 2.54860 | 1213 |
| United States | 6/7/13 | Connecticut | 0.78631 | 3554 |
| United States | 6/10/13 | Pennsylvania | 1.27824 | 1526006 |
| United States | 6/13/13 | Kentucky | 2.36880 | 1461 |
| United States | 6/16/13 | New York | 1.41843 | 1500 |
| United States | 6/17/13 | New York | 2.54860 | 1213 |
| United States | 6/18/13 | Vermont | 8.90467 | 1162 |
| United States | 6/23/13 | Iowa | 23.47684 | 3897 |
| United States | 6/23/13 | New York | 17.52573 | 2598 |
| United States | 6/24/13 | Wisconsin | 2.89624 | 3231 |
| United States | 6/24/13 | Wisconsin | 12.86889 | 5911 |
| United States | 6/25/13 | Minnesota | 24.86266 | 2868 |
| United States | 6/26/13 | New York | 2.54860 | 1213 |
| United States | 6/26/13 | Wisconsin | 2.68314 | 1418 |
| United States | 6/27/13 | Pennsylvania | 0.10261 | 14324 |
| United States | 6/27/13 | New York | 2.11425 | 47376 |
| United States | 6/28/13 | Colorado | 25.57232 | 2450 |
| United States | 6/29/13 | Pennsylvania | 0.89493 | 5565 |
| United States | 7/1/13 | Colorado | 0.40970 | 4992 |
| United States | 7/1/13 | Kentucky | 1.11204 | 5338 |
| United States | 7/1/13 | North Carolina | 11.16865 | 1655 |
| United States | 7/1/13 | North Carolina | 4.59472 | 2588 |
| United States | 7/1/13 | Pennsylvania | 1.51482 | 11372 |
| United States | 7/3/13 | Virginia | 5.42545 | 24922 |
| United States | 7/4/13 | North Carolina | 2.03173 | 83393 |
| United States | 7/4/13 | Wyoming | 1.13439 | 9520 |
| United States | 7/4/13 | North Carolina | 5.02716 | 6123 |
| United States | 7/4/13 | North Carolina | 4.34897 | 83393 |
| United States | 7/4/13 | North Carolina | 5.14161 | 6123 |
| United States | 7/4/13 | North Carolina | 1.27543 | 83393 |
| United States | 7/4/13 | North Carolina | 4.03738 | 6123 |
| United States | 7/4/13 | North Carolina | 11.48809 | 1241 |
| United States | 7/4/13 | North Carolina | 18.50736 | 7609 |
| United States | 7/5/13 | Utah | 9.12556 | 1932 |
| United States | 7/5/13 | Utah | 10.78115 | 1932 |
| United States | 7/6/13 | Utah | 2.64441 | 9796 |
| United States | 7/6/13 | Utah | 5.32884 | 15523 |
| United States | 7/6/13 | Utah | 7.08894 | 9796 |
| United States | 7/6/13 | New York | 0.85072 | 8053 |
| United States | 7/7/13 | Kentucky | 7.39282 | 2231 |
| United States | 7/7/13 | North Carolina | 1.05589 | 1241 |
| United States | 7/8/13 | New Mexico | 21.76837 | 1770 |
| United States | 7/8/13 | New York | 5.55677 | 2199 |
| United States | 7/8/13 | Kentucky | 7.44703 | 2231 |
| United States | 7/10/13 | Colorado | 13.17259 | 2193 |
| United States | 7/10/13 | Colorado | 2.43897 | 4992 |
| United States | 7/10/13 | Colorado | 0.40970 | 4992 |
| United States | 7/11/13 | West Virginia | 7.51462 | 1779 |
| United States | 7/12/13 | Colorado | 14.72352 | 2450 |
| United States | 7/12/13 | Colorado | 20.26585 | 2450 |
| United States | 7/12/13 | Nevada | 30.37462 | 24085 |
| United States | 7/12/13 | Colorado | 4.00974 | 2450 |
| United States | 7/12/13 | West Virginia | 5.79774 | 51400 |
| United States | 7/14/13 | North Carolina | 9.34488 | 4051 |
| United States | 7/15/13 | North Carolina | 1.41898 | 698 |
| United States | 7/16/13 | Colorado | 10.80667 | 1320 |
| United States | 7/16/13 | Colorado | 15.04331 | 1320 |
| United States | 7/16/13 | Utah | 1.82493 | 9555 |
| United States | 7/16/13 | Utah | 1.75260 | 47407 |
| United States | 7/16/13 | Utah | 5.27973 | 15523 |
| United States | 7/16/13 | Utah | 21.43097 | 1626 |
| United States | 7/16/13 | Utah | 3.86093 | 15523 |
| United States | 7/17/13 | Colorado | 27.54476 | 2826 |
| United States | 7/17/13 | Montana | 51.55941 | 1271 |
| United States | 7/18/13 | Arizona | 28.51122 | 7247 |
| United States | 7/18/13 | Colorado | 13.74294 | 5858 |
| United States | 7/18/13 | Colorado | 0.73594 | 2692 |
| United States | 7/18/13 | Colorado | 3.19723 | 1027 |
| United States | 7/18/13 | Colorado | 27.05169 | 2826 |
| United States | 7/18/13 | Colorado | 24.70278 | 6427 |
| United States | 7/19/13 | Arizona | 39.22402 | 4885 |
| United States | 7/20/13 | New Mexico | 4.75219 | 1770 |
| United States | 7/22/13 | California | 7.79933 | 3583 |
| United States | 7/23/13 | Pennsylvania | 1.19691 | 28386 |
| United States | 7/23/13 | Pennsylvania | 1.67287 | 28386 |
| United States | 7/23/13 | Pennsylvania | 1.50672 | 7862 |
| United States | 7/23/13 | Pennsylvania | 1.80010 | 7862 |
| United States | 7/24/13 | Ohio | 21.79988 | 1592 |
| United States | 7/24/13 | West Virginia | 5.91065 | 1779 |
| United States | 7/25/13 | Ohio | 7.63247 | 1592 |
| United States | 7/25/13 | West Virginia | 7.84336 | 1554 |
| United States | 7/25/13 | Colorado | 13.16549 | 2450 |
| United States | 7/27/13 | North Carolina | 0.97570 | 40010 |
| United States | 7/27/13 | North Carolina | 17.74135 | 2112 |
| United States | 7/28/13 | Colorado | 19.55437 | 2450 |
| United States | 7/28/13 | Colorado | 12.14412 | 2450 |
| United States | 7/28/13 | Colorado | 2.33014 | 1451 |
| United States | 7/31/13 | Georgia | 5.05140 | 3684 |
| United States | 7/31/13 | Georgia | 4.33442 | 3684 |
| United States | 8/1/13 | Alabama | 0.73828 | 15326 |
| United States | 8/1/13 | Utah | 26.06760 | 3260 |
| United States | 8/1/13 | Utah | 25.75090 | 3260 |
| United States | 8/9/13 | Colorado | 1.60621 | 4992 |
| United States | 8/13/13 | Kentucky | 10.79203 | 1706 |
| United States | 8/13/13 | West Virginia | 24.21776 | 5366 |
| United States | 8/17/13 | Alabama | 1.69766 | 9015 |
| United States | 8/18/13 | Nevada | 23.60286 | 24085 |
| United States | 8/18/13 | Nevada | 31.00660 | 36441 |
| United States | 8/22/13 | Utah | 1.96154 | 9555 |
| United States | 8/23/13 | Pennsylvania | 3.06650 | 1048 |
| United States | 8/23/13 | Idaho | 0.57038 | 54255 |
| United States | 8/23/13 | Utah | 22.93764 | 2129 |
| United States | 8/24/13 | Tennessee | 5.71688 | 12714 |
| United States | 8/25/13 | California | 1.82682 | 3552 |
| United States | 8/28/13 | Colorado | 9.89859 | 2325 |
| United States | 8/29/13 | Idaho | 26.56626 | 3112 |
| United States | 8/30/13 | California | 9.26566 | 29603 |
| United States | 8/30/13 | Nevada | 18.54588 | 36441 |
| United States | 9/2/13 | Utah | 33.45684 | 7979 |
| United States | 9/2/13 | Utah | 34.35735 | 7979 |
| United States | 9/2/13 | Utah | 34.82356 | 7979 |
| United States | 9/2/13 | Utah | 13.94274 | 2129 |
| United States | 9/2/13 | Utah | 1.65946 | 3276 |
| United States | 9/2/13 | Idaho | 2.19542 | 7960 |
| United States | 9/5/13 | Idaho | 38.48521 | 485 |
| United States | 9/6/13 | California | 10.67044 | 1502 |
| United States | 9/7/13 | Utah | 2.37130 | 9796 |
| United States | 9/7/13 | Utah | 5.49158 | 15523 |
| United States | 9/7/13 | Utah | 3.06220 | 15523 |
| United States | 9/7/13 | Utah | 2.97871 | 112488 |
| United States | 9/8/13 | Idaho | 19.50083 | 5204 |
| United States | 9/10/13 | Arizona | 7.39122 | 65870 |
| United States | 9/11/13 | Utah | 24.76989 | 3260 |
| United States | 9/11/13 | Utah | 5.23498 | 33433 |
| United States | 9/11/13 | Utah | 12.95090 | 1470 |
| United States | 9/12/13 | Colorado | 15.39663 | 97385 |
| United States | 9/12/13 | Utah | 7.44914 | 1690 |
| United States | 9/12/13 | Colorado | 5.13887 | 13813 |
| United States | 9/12/13 | Idaho | 22.84271 | 14206 |
| United States | 9/12/13 | Wyoming | 30.39279 | 1094 |
| United States | 9/12/13 | Wyoming | 41.69882 | 1094 |
| United States | 9/12/13 | Colorado | 2.37394 | 97385 |
| United States | 9/12/13 | Colorado | 3.76200 | 2400 |
| United States | 9/12/13 | Colorado | 6.81843 | 2400 |
| United States | 9/12/13 | Idaho | 28.84649 | 14206 |
| United States | 9/12/13 | Idaho | 27.81611 | 14206 |
| United States | 9/12/13 | Idaho | 30.71907 | 14206 |
| United States | 9/12/13 | Idaho | 31.78115 | 14206 |
| United States | 9/12/13 | Idaho | 27.87603 | 14206 |
| United States | 9/12/13 | Idaho | 32.71570 | 14206 |
| United States | 9/12/13 | Colorado | 9.54612 | 97385 |
| United States | 9/12/13 | Idaho | 13.92607 | 485 |
| United States | 9/12/13 | Idaho | 13.92607 | 485 |
| United States | 9/12/13 | Idaho | 39.14705 | 14206 |
| United States | 9/12/13 | Idaho | 40.70609 | 14206 |
| United States | 9/12/13 | Idaho | 32.66456 | 14206 |
| United States | 9/13/13 | Utah | 10.80925 | 21785 |
| United States | 9/14/13 | New Mexico | 2.54139 | 545852 |
| United States | 9/14/13 | Idaho | 8.21552 | 19908 |
| United States | 9/15/13 | Colorado | 9.31567 | 5858 |
| United States | 9/18/13 | Utah | 9.55190 | 21785 |
| United States | 9/19/13 | Colorado | 7.53236 | 16887 |
| United States | 9/19/13 | Colorado | 5.78799 | 16887 |
| United States | 9/19/13 | Colorado | 8.65408 | 16887 |
| United States | 9/29/13 | Idaho | 39.35619 | 485 |
| United States | 9/29/13 | Idaho | 44.26251 | 485 |
| United States | 9/30/13 | Colorado | 16.21071 | 2617 |
| United States | 9/30/13 | Massachusetts | 2.82925 | 19030 |
| United States | 10/5/13 | Minnesota | 4.83306 | 27592 |
| United States | 10/5/13 | Wisconsin | 5.10967 | 1529 |
| United States | 10/8/13 | Wyoming | 70.82902 | 9577 |
| United States | 11/20/13 | West Virginia | 13.31637 | 1638 |
| United States | 11/27/13 | New Jersey | 0.90146 | 50005 |
| United States | 12/6/13 | West Virginia | 8.76650 | 1779 |
| United States | 12/6/13 | West Virginia | 2.09924 | 1749 |
| United States | 12/7/13 | West Virginia | 8.76650 | 1779 |
| United States | 12/7/13 | West Virginia | 14.11991 | 1090 |
| United States | 12/10/13 | West Virginia | 9.11798 | 1779 |
| United States | 12/12/13 | Utah | 19.18959 | 2726 |
| United States | 12/19/13 | California | 3.30093 | 20292 |
| United States | 12/21/13 | Pennsylvania | 1.60422 | 1746 |
| United States | 12/21/13 | Pennsylvania | 3.06925 | 11761 |
| United States | 12/22/13 | Kentucky | 9.94567 | 777 |
| United States | 12/27/13 | West Virginia | 22.89616 | 1394 |
| United States | 12/28/13 | New Hampshire | 17.23167 | 1600 |
| United States | 12/30/13 | West Virginia | 12.79020 | 2406 |
| United States | 1/2/14 | Ohio | 7.31418 | 3822 |
| United States | 1/2/14 | North Carolina | 13.70206 | 1424 |
| United States | 1/14/14 | Pennsylvania | 1.31322 | 305704 |
| United States | 1/14/14 | Pennsylvania | 1.87113 | 9643 |
| United States | 2/5/14 | Kentucky | 10.34977 | 6845 |
| United States | 2/5/14 | Kentucky | 13.34216 | 3255 |
| United States | 2/11/14 | Oregon | 22.16606 | 1081 |
| United States | 2/21/14 | Kentucky | 1.22118 | 4407 |
| United States | 2/22/14 | Kentucky | 11.74439 | 3255 |
| United States | 2/23/14 | Kentucky | 1.39322 | 15273 |
| United States | 2/27/14 | Utah | 0.87758 | 6051 |
| United States | 3/3/14 | Kentucky | 7.48881 | 6903 |
| United States | 3/4/14 | Kentucky | 22.52336 | 81 |
| United States | 3/12/14 | Pennsylvania | 1.01041 | 2801 |
| United States | 3/12/14 | Kentucky | 1.35697 | 2970 |
| United States | 3/13/14 | Ohio | 3.98882 | 4368 |
| United States | 3/14/14 | Pennsylvania | 1.72576 | 3239 |
| United States | 3/15/14 | Pennsylvania | 3.52327 | 3403 |
| United States | 3/17/14 | Pennsylvania | 1.91563 | 305704 |
| United States | 3/20/14 | Connecticut | 0.76857 | 51384 |
| United States | 3/26/14 | Kentucky | 0.84033 | 16325 |
| United States | 3/29/14 | New York | 7.01558 | 2244 |
| United States | 4/4/14 | Kentucky | 5.24704 | 3938 |
| United States | 4/6/14 | Kentucky | 5.11169 | 3938 |
| United States | 4/7/14 | Alabama | 0.90573 | 34033 |
| United States | 4/8/14 | Pennsylvania | 1.55600 | 305704 |
| United States | 4/9/14 | Ohio | 2.22788 | 5785 |
| United States | 4/12/14 | New York | 2.17558 | 3103 |
| United States | 4/12/14 | West Virginia | 8.50992 | 1413 |
| United States | 5/1/14 | New York | 0.69230 | 4995 |
| United States | 4/30/14 | Maryland | 5.94285 | 620961 |
| United States | 4/30/14 | Kentucky | 13.32465 | 3255 |
| United States | 5/1/14 | Maryland | 4.24402 | 1116 |
| United States | 4/30/14 | New Jersey | 1.62138 | 1849 |
| United States | 5/13/14 | Pennsylvania | 1.27111 | 305704 |
| United States | 5/15/14 | New York | 26.62969 | 1183 |
| United States | 5/16/14 | Virginia | 20.62473 | 7042 |
| United States | 5/25/14 | Colorado | 16.89741 | 2253 |
| United States | 5/27/14 | Colorado | 8.62122 | 1079 |
| United States | 6/1/14 | Minnesota | 1.73479 | 11071 |
| United States | 6/1/14 | Minnesota | 0.15271 | 60797 |
| United States | 6/5/14 | Georgia | 9.42335 | 22958 |
| United States | 6/10/14 | Minnesota | 1.93378 | 11071 |
| United States | 6/15/14 | Maine | 9.00019 | 1097 |
| United States | 6/18/14 | Minnesota | 5.90746 | 13394 |
| United States | 6/18/14 | Minnesota | 1.73178 | 39309 |
| United States | 6/18/14 | Minnesota | 6.99107 | 4058 |
| United States | 6/19/14 | Minnesota | 3.37657 | 6661 |
| United States | 6/19/14 | Minnesota | 0.25471 | 382578 |
| United States | 6/19/14 | Minnesota | 2.31638 | 285068 |
| United States | 6/19/14 | Minnesota | 2.50336 | 382578 |
| United States | 6/20/14 | Minnesota | 7.07406 | 4058 |
| United States | 6/20/14 | Minnesota | 2.99793 | 285068 |
| United States | 6/20/14 | Minnesota | 7.97257 | 6661 |
| United States | 6/23/14 | Minnesota | 7.02197 | 6661 |
| United States | 6/25/14 | Pennsylvania | 2.14720 | 3722 |
| United States | 6/27/14 | Minnesota | 14.33305 | 1325 |
| United States | 6/29/14 | Iowa | 4.98458 | 126326 |
| United States | 7/7/14 | Arizona | 5.43356 | 10031 |
| United States | 7/12/14 | Colorado | 3.60998 | 416427 |
| United States | 7/15/14 | Wyoming | 66.07162 | 9520 |
| United States | 7/15/14 | Colorado | 7.69870 | 5236 |
| United States | 7/19/14 | Colorado | 1.37598 | 1655 |
| United States | 7/20/14 | California | 20.08692 | 3429 |
| United States | 7/28/14 | Utah | 5.80331 | 5389 |
| United States | 8/3/14 | California | 8.96214 | 6362 |
| United States | 9/24/14 | Iowa | 5.71009 | 1459 |
| United States | 4/17/14 | Wyoming | 1.70313 | 9577 |
| United States | 10/14/14 | Tennessee | 0.58260 | 1832 |
| United States | 6/1/07 | Colorado | 5.53226 | 1864 |
| United States | 5/15/14 | Pennsylvania | 1.57546 | 1515 |
| United States | 8/5/14 | Utah | 2.55023 | 16322 |
| United States | 5/15/14 | Maryland | 2.15609 | 23717 |
| United States | 6/11/09 | Utah | 1.79637 | 48174 |
| United States | 9/16/14 | Utah | 1.34549 | 18761 |
| United States | 9/7/14 | California | 7.42146 | 14578 |
| United States | 1/15/14 | Pennsylvania | 0.35963 | 2190 |
| United States | 11/4/14 | Massachusetts | 3.45417 | 11547 |
| United States | 9/3/14 | Georgia | 6.88634 | 189885 |
| United States | 8/4/14 | Idaho | 26.67215 | 485 |
| United States | 8/23/14 | Wyoming | 59.36537 | 9520 |
| United States | 11/9/14 | Ohio | 3.37218 | 49138 |
| United States | 11/17/14 | Alabama | 3.51822 | 81619 |
| United States | 11/21/14 | California | 4.90583 | 44199 |
| United States | 4/18/13 | Illinois | 2.36449 | 23402 |
| United States | 4/18/13 | Illinois | 2.33139 | 23402 |
| United States | 12/4/14 | California | 5.53682 | 143911 |
| United States | 12/4/14 | California | 5.62939 | 44199 |
| United States | 12/3/14 | California | 2.75389 | 2593 |
| United States | 8/3/14 | California | 13.02571 | 51367 |
| United States | 8/1/14 | Colorado | 14.50415 | 5236 |
| United States | 12/9/14 | Massachusetts | 1.82352 | 2717 |
| United States | 8/10/14 | New Mexico | 0.35759 | 8329 |
| United States | 8/10/14 | Colorado | 3.89595 | 5236 |
| United States | 8/10/14 | Colorado | 7.04118 | 5236 |
| United States | 8/11/14 | Colorado | 25.29753 | 629 |
| United States | 12/6/14 | Ohio | 7.32387 | 49138 |
| United States | 8/13/14 | Idaho | 9.77449 | 485 |
| United States | 8/14/14 | Nevada | 2.66000 | 15023 |
| United States | 8/14/14 | Wyoming | 17.26708 | 1176 |
| United States | 8/12/14 | Colorado | 0.63448 | 2325 |
| United States | 8/18/14 | Kentucky | 1.90244 | 777 |
| United States | 8/21/14 | New York | 10.30458 | 2229 |
| United States | 8/22/14 | Kentucky | 10.17779 | 1706 |
| United States | 1/16/14 | Pennsylvania | 2.22576 | 4176 |
| United States | 5/11/08 | Maryland | 1.87540 | 19096 |
| United States | 12/27/14 | Colorado | 4.47152 | 1027 |
| United States | 1/3/15 | Idaho | 0.36084 | 1081 |
| United States | 5/21/14 | Illinois | 2.92584 | 5405 |
| United States | 1/21/15 | Idaho | 44.08725 | 1081 |
| United States | 2/1/15 | California | 1.38372 | 14236 |
| United States | 2/21/15 | Pennsylvania | 7.52989 | 8987 |
| United States | 2/21/15 | Virginia | 2.30910 | 3884 |
| United States | 2/21/15 | Kentucky | 5.08152 | 3255 |
| United States | 2/23/15 | Kentucky | 6.35327 | 1416 |
| United States | 3/2/15 | Kentucky | 16.40897 | 1706 |
| United States | 3/4/15 | Kentucky | 1.53883 | 7622 |
| United States | 3/4/15 | West Virginia | 5.06344 | 1090 |
| United States | 3/4/15 | West Virginia | 9.35294 | 1090 |
| United States | 3/5/15 | West Virginia | 8.93549 | 4028 |
| United States | 3/4/15 | West Virginia | 12.32235 | 717 |
| United States | 3/4/15 | West Virginia | 16.94705 | 3191 |
| United States | 3/4/15 | Kentucky | 12.77232 | 1745 |
| United States | 3/4/15 | West Virginia | 5.77112 | 1631 |
| United States | 3/4/15 | West Virginia | 6.40459 | 51400 |
| United States | 3/4/15 | West Virginia | 3.66745 | 1638 |
| United States | 3/4/15 | West Virginia | 2.59792 | 1779 |
| United States | 3/3/15 | West Virginia | 18.30387 | 2406 |
| United States | 3/6/15 | Kentucky | 7.52192 | 2237 |
| United States | 3/5/15 | West Virginia | 9.26151 | 3191 |
| United States | 3/4/15 | West Virginia | 7.28713 | 1090 |
| United States | 3/5/15 | Kentucky | 1.49011 | 2139 |
| United States | 3/4/15 | Kentucky | 11.13295 | 4456 |
| United States | 3/5/15 | West Virginia | 2.71773 | 1344 |
| United States | 3/5/15 | West Virginia | 16.23811 | 9318 |
| United States | 3/5/15 | Virginia | 2.94501 | 3286 |
| United States | 3/9/15 | Kentucky | 5.64478 | 3435 |
| United States | 3/9/15 | Kentucky | 9.63545 | 777 |
| United States | 3/7/15 | Virginia | 4.51597 | 5614 |
| United States | 3/4/15 | Virginia | 17.52647 | 1021 |
| United States | 3/10/15 | West Virginia | 2.82396 | 1747 |
| United States | 3/9/15 | Kentucky | 3.14055 | 2672 |
| United States | 3/10/15 | New York | 1.05895 | 195976 |
| United States | 3/10/15 | Ohio | 1.19499 | 5955 |
| United States | 3/10/15 | Georgia | 3.71673 | 3846 |
| United States | 3/12/15 | West Virginia | 3.35071 | 51400 |
| United States | 3/11/15 | West Virginia | 0.84799 | 3191 |
| United States | 3/11/15 | West Virginia | 0.51702 | 3191 |
| United States | 3/12/15 | Ohio | 1.20691 | 66982 |
| United States | 3/15/15 | Pennsylvania | 0.87791 | 2801 |
| United States | 3/17/15 | Kentucky | 0.29989 | 6903 |
| United States | 3/17/15 | Kentucky | 0.78550 | 16325 |
| United States | 3/18/15 | Ohio | 7.93943 | 3924 |
| United States | 3/6/15 | Kentucky | 7.14177 | 717 |
| United States | 3/20/15 | Arkansas | 10.15474 | 12943 |
| United States | 3/14/15 | Ohio | 2.40349 | 2620 |
| United States | 6/19/15 | Colorado | 6.75748 | 6900 |
| United States | 6/21/15 | Maryland | 4.05258 | 2953 |
| United States | 6/18/15 | Oklahoma | 19.40495 | 2739 |
| United States | 6/18/15 | Pennsylvania | 2.15077 | 1432 |
| United States | 6/18/15 | Oklahoma | 7.00621 | 2683 |
| United States | 6/16/15 | Wyoming | 74.46097 | 9520 |
| United States | 6/16/15 | Arkansas | 25.20737 | 3684 |
| United States | 6/16/15 | Pennsylvania | 0.59899 | 20978 |
| United States | 6/15/15 | Pennsylvania | 6.74021 | 1233 |
| United States | 6/10/15 | Alabama | 7.27361 | 23330 |
| United States | 6/23/15 | Pennsylvania | 2.35897 | 1569 |
| United States | 6/5/15 | Arizona | 3.58700 | 7247 |
| United States | 4/29/15 | Colorado | 0.83297 | 12088 |
| United States | 6/27/15 | New Mexico | 10.23698 | 1021 |
| United States | 6/27/15 | Pennsylvania | 0.98504 | 1320 |
| United States | 6/2/15 | New Jersey | 0.67691 | 146199 |
| United States | 5/30/15 | Utah | 2.90388 | 112488 |
| United States | 5/31/15 | Pennsylvania | 1.00035 | 6025 |
| United States | 5/29/15 | Oklahoma | 12.21464 | 39223 |
| United States | 6/24/15 | Wyoming | 16.58878 | 3009 |
| United States | NA | Kansas | 14.54524 | 857 |
| United States | 5/23/15 | Oklahoma | 33.62663 | 1114 |
| United States | 5/11/15 | Colorado | 2.66154 | 18867 |
| United States | 5/21/15 | Colorado | 2.19300 | 416427 |
| United States | 5/20/15 | Wyoming | 48.56269 | 1271 |
| United States | 5/19/15 | Colorado | 15.35824 | 3546 |
| United States | 5/19/15 | Colorado | 15.46134 | 3582 |
| United States | 5/19/15 | Colorado | 15.49683 | 3582 |
| United States | 5/20/15 | Kentucky | 2.84945 | 2139 |
| United States | 5/13/15 | Colorado | 8.38116 | 6680 |
| United States | 5/10/15 | Arkansas | 7.09417 | 1012 |
| United States | 5/9/15 | Pennsylvania | 2.96684 | 3744 |
| United States | 7/2/15 | Colorado | 15.55972 | 2617 |
| United States | NA | Ohio | 0.71363 | 4113 |
| United States | 7/3/15 | Colorado | 3.25081 | 637 |
| United States | 6/30/15 | Kentucky | 1.04697 | 2304 |
| United States | 7/8/15 | Colorado | 7.43165 | 1293 |
| United States | 7/7/15 | West Virginia | 2.92655 | 2676 |
| United States | 4/27/15 | Kentucky | 2.49307 | 4456 |
| United States | 4/23/15 | Kentucky | 0.05520 | 2139 |
| United States | 4/20/15 | New York | 2.22929 | 8195 |
| United States | 4/20/15 | Kentucky | 11.00729 | 3255 |
| United States | 4/20/15 | Mississippi | 0.98037 | 9486 |
| United States | 4/19/15 | Pennsylvania | 6.55886 | 2633 |
| United States | 4/17/15 | Maryland | 3.89837 | 5439 |
| United States | 4/18/15 | West Virginia | 3.94457 | 13450 |
| United States | 4/17/15 | Pennsylvania | 0.91573 | 1746 |
| United States | 7/7/15 | Colorado | 9.99621 | 2325 |
| United States | 4/14/15 | Kentucky | 8.67856 | 6903 |
| United States | 4/14/15 | Kentucky | 9.99553 | 3255 |
| United States | 4/14/15 | Kentucky | 11.13705 | 31364 |
| United States | 4/14/15 | Kentucky | 9.77108 | 5245 |
| United States | 4/14/15 | Kentucky | 14.80972 | 486 |
| United States | 4/14/15 | Kentucky | 12.65382 | 3255 |
| United States | 4/14/15 | Kentucky | 4.39348 | 4456 |
| United States | 4/11/15 | West Virginia | 7.15698 | 1860 |
| United States | 4/10/15 | Ohio | 3.55282 | 1526 |
| United States | 4/10/15 | West Virginia | 4.71099 | 1482 |
| United States | 4/10/15 | West Virginia | 3.37673 | 13175 |
| United States | 7/12/15 | Pennsylvania | 1.28701 | 6303 |
| United States | 7/8/15 | New Mexico | 14.70736 | 1770 |
| United States | NA | Indiana | 8.43158 | 2085 |
| United States | 4/3/15 | Kentucky | 6.27087 | 6903 |
| United States | 4/3/15 | West Virginia | 0.02568 | 1358 |
| United States | 4/3/15 | Kentucky | 3.12273 | 3255 |
| United States | 4/2/15 | Ohio | 4.27554 | 565 |
| United States | 7/13/15 | West Virginia | 18.39748 | 994 |
| United States | 7/12/15 | West Virginia | 1.55911 | 1036 |
| United States | 7/14/15 | Ohio | 10.37446 | 1551 |
| United States | 7/14/15 | Tennessee | 7.88881 | 6097 |
| United States | 7/14/15 | West Virginia | 0.17162 | 1227 |
| United States | 7/13/15 | West Virginia | 9.96486 | 1009 |
| United States | 7/13/15 | West Virginia | 0.16161 | 1009 |
| United States | 7/11/15 | Missouri | 2.42844 | 17916 |
| United States | 7/14/15 | Kentucky | 10.52676 | 6903 |
| United States | 7/19/15 | California | 4.97056 | 57065 |
| United States | 7/19/15 | California | 4.85697 | 20292 |
| United States | 7/19/15 | California | 4.69959 | 1502 |
| United States | 7/19/15 | California | 7.62002 | 10109 |
| United States | 7/19/15 | California | 3.13754 | 20292 |
| United States | 7/19/15 | California | 53.76298 | 1006 |
| United States | 7/18/15 | Ohio | 1.56996 | 5338 |
| United States | 7/10/15 | Missouri | 16.39489 | 12790 |
| United States | 7/18/15 | California | 10.37615 | 51367 |
| United States | 7/21/15 | West Virginia | 1.33142 | 1638 |
| United States | 7/27/15 | Massachusetts | 3.49144 | 1318 |
| United States | 7/27/15 | Massachusetts | 6.53153 | 1222 |
| United States | 8/13/15 | Utah | 0.75074 | 1344 |
| United States | 8/15/15 | Colorado | 3.81487 | 416427 |
| United States | 10/2/15 | North Carolina | 7.96582 | 7848 |
| United States | 7/19/15 | California | 5.33395 | 193365 |
| United States | 8/9/15 | Arizona | 43.57781 | 1443 |
| United States | 4/13/07 | Pennsylvania | 3.74490 | 3165 |
| United States | 8/2/15 | Utah | 21.52246 | 7979 |
| United States | 2/24/16 | Virginia | 8.58443 | 1371 |
| United States | 2/24/16 | Pennsylvania | 1.45894 | 5951 |
| United States | 2/15/16 | Colorado | 13.85194 | 9614 |
| United States | 2/24/16 | Virginia | 3.21144 | 1128 |
| United States | 2/21/16 | West Virginia | 6.43349 | 51400 |
| United States | 1/28/16 | North Carolina | 4.20387 | 1241 |
| United States | 2/24/16 | Ohio | 6.83465 | 1560 |
| United States | 2/27/16 | Idaho | 22.78728 | 939 |
| United States | 2/27/16 | Idaho | 24.16064 | 485 |
| United States | 2/14/16 | Colorado | 22.57467 | 16887 |
| United States | 2/26/16 | Tennessee | 8.43321 | 2020 |
| United States | 2/27/16 | West Virginia | 5.07093 | 2184 |
| United States | 11/29/15 | North Carolina | 7.69666 | 1646 |
| United States | 12/7/15 | North Carolina | 7.80866 | 1646 |
| United States | 2/22/16 | West Virginia | 6.84721 | 51400 |
| United States | 2/23/16 | West Virginia | 14.19735 | 2406 |
| United States | 2/26/16 | West Virginia | 12.00678 | 1048 |
| United States | 3/2/16 | Vermont | 1.78429 | 2066 |
##Grafico_de_barras_UnitedStates_distance
p <- ggplot(data=df, aes(x=state_province, y=distance)) + geom_bar(stat="identity", fill="steelblue") + theme_minimal()
p## Warning: Removed 1 rows containing missing values (position_stack).
##Grafico_de_barras_UnitedStates_population
library(ggplot2)
p <- ggplot(data=df, aes(x=state_province, y=population)) + geom_bar(stat="identity", fill="steelblue") + theme_minimal()
p
##Diagrama_de_tallo_y_hojas_unitedStates_distance
stem(df_us$distance)##
## The decimal point is 1 digit(s) to the right of the |
##
## 0 | 00000000000000000000000000000000000000111111111111111111111111111111+379
## 0 | 55555555555555555555555555555555555555555555555555555556666666666666+153
## 1 | 00000000000000000000000000000000001111111111111111111111122222222222+43
## 1 | 55555555555555555555566666666666666777777777788888888888999999999
## 2 | 000000001111112222222333333333334444444
## 2 | 555555555666677777788899
## 3 | 0000111222333444
## 3 | 57889999
## 4 | 1122444
## 4 | 9
## 5 | 224
## 5 | 9
## 6 |
## 6 | 568
## 7 | 134head(ChickWeight)## weight Time Chick Diet
## 1 42 0 1 1
## 2 51 2 1 1
## 3 59 4 1 1
## 4 64 6 1 1
## 5 76 8 1 1
## 6 93 10 1 1knitr::kable(head(ChickWeight))| weight | Time | Chick | Diet |
|---|---|---|---|
| 42 | 0 | 1 | 1 |
| 51 | 2 | 1 | 1 |
| 59 | 4 | 1 | 1 |
| 64 | 6 | 1 | 1 |
| 76 | 8 | 1 | 1 |
| 93 | 10 | 1 | 1 |
##Diagrama_de_tallo_y_hojas_unitedStates_population
stem(df_us$population)##
## The decimal point is 5 digit(s) to the right of the |
##
## 0 | 00000000000000000000000000000000000000000000000000000000000000000000+850
## 1 | 0000001111113455578888999
## 2 | 0011399
## 3 | 00111111111111188
## 4 | 222
## 5 | 5
## 6 | 2
## 7 |
## 8 |
## 9 |
## 10 |
## 11 |
## 12 |
## 13 |
## 14 | 5
## 15 | 3head(ChickWeight)## weight Time Chick Diet
## 1 42 0 1 1
## 2 51 2 1 1
## 3 59 4 1 1
## 4 64 6 1 1
## 5 76 8 1 1
## 6 93 10 1 1knitr::kable(head(ChickWeight))| weight | Time | Chick | Diet |
|---|---|---|---|
| 42 | 0 | 1 | 1 |
| 51 | 2 | 1 | 1 |
| 59 | 4 | 1 | 1 |
| 64 | 6 | 1 | 1 |
| 76 | 8 | 1 | 1 |
| 93 | 10 | 1 | 1 |
##Grafico_de_series_temporales_unitedStates_distance
library(ggplot2)
library(dplyr)
ggplot(df, aes(x = date, y = distance)) +
geom_line(color="#69b3a2", size = 1) +
xlab("Year")## Warning: Removed 1 row(s) containing missing values (geom_path).
##Estadisticos_UnitedStates_distance
summary(df_us$distance)## Min. 1st Qu. Median Mean 3rd Qu. Max. NA's
## 0.00178 2.11425 5.08152 8.46190 10.87949 74.46097 1library(pastecs)##
## Attaching package: 'pastecs'## The following objects are masked from 'package:dplyr':
##
## first, laststat.desc(df_us)## country_name date state_province distance population
## nbr.val NA NA NA 985.0000000 9.860000e+02
## nbr.null NA NA NA 0.0000000 0.000000e+00
## nbr.na NA NA NA 1.0000000 0.000000e+00
## min NA NA NA 0.0017800 8.100000e+01
## max NA NA NA 74.4609700 1.526006e+06
## range NA NA NA 74.4591900 1.525925e+06
## sum NA NA NA 8334.9682600 2.474413e+07
## median NA NA NA 5.0815200 4.144500e+03
## mean NA NA NA 8.4618967 2.509547e+04
## SE.mean NA NA NA 0.3178238 2.840471e+03
## CI.mean NA NA NA 0.6236904 5.574069e+03
## var NA NA NA 99.4968078 7.955317e+09
## std.dev NA NA NA 9.9748087 8.919258e+04
## coef.var NA NA NA 1.1787911 3.554131e+00##Estadisticos_UnitedStates_population
summary(df_us$population)## Min. 1st Qu. Median Mean 3rd Qu. Max.
## 81 1779 4144 25096 13615 1526006library(pastecs)
stat.desc(df_us)## country_name date state_province distance population
## nbr.val NA NA NA 985.0000000 9.860000e+02
## nbr.null NA NA NA 0.0000000 0.000000e+00
## nbr.na NA NA NA 1.0000000 0.000000e+00
## min NA NA NA 0.0017800 8.100000e+01
## max NA NA NA 74.4609700 1.526006e+06
## range NA NA NA 74.4591900 1.525925e+06
## sum NA NA NA 8334.9682600 2.474413e+07
## median NA NA NA 5.0815200 4.144500e+03
## mean NA NA NA 8.4618967 2.509547e+04
## SE.mean NA NA NA 0.3178238 2.840471e+03
## CI.mean NA NA NA 0.6236904 5.574069e+03
## var NA NA NA 99.4968078 7.955317e+09
## std.dev NA NA NA 9.9748087 8.919258e+04
## coef.var NA NA NA 1.1787911 3.554131e+00##Caja_y_extensión_UnitedStates_distance
library(tidyverse)## -- Attaching packages --------------------------------------- tidyverse 1.3.1 --## v tibble 3.1.6 v stringr 1.4.0
## v tidyr 1.2.0 v forcats 0.5.1
## v purrr 0.3.4## -- Conflicts ------------------------------------------ tidyverse_conflicts() --
## x tidyr::extract() masks pastecs::extract()
## x dplyr::filter() masks stats::filter()
## x pastecs::first() masks dplyr::first()
## x dplyr::lag() masks stats::lag()
## x pastecs::last() masks dplyr::last()library(hrbrthemes)## NOTE: Either Arial Narrow or Roboto Condensed fonts are required to use these themes.## Please use hrbrthemes::import_roboto_condensed() to install Roboto Condensed and## if Arial Narrow is not on your system, please see https://bit.ly/arialnarrowlibrary(viridis)## Loading required package: viridisLitedf_us %>% ggplot(aes(x = "", y = distance)) +
geom_boxplot(color="red", fill="blue", alpha=0.5) +
theme_ipsum() +
theme(legend.position="none", plot.title = element_text(size=11)) +
ggtitle("Caja y extensión de la distancia en Estados Unidos") +
coord_flip() +
xlab("") +
ylab("")## Warning: Removed 1 rows containing non-finite values (stat_boxplot).## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family not
## found in Windows font database
## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family not
## found in Windows font database
## Warning in grid.Call(C_stringMetric, as.graphicsAnnot(x$label)): font family not
## found in Windows font database## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
##Caja_y_extensión_UnitedStates_population
library(tidyverse)
library(hrbrthemes)
library(viridis)
df_us <- data.frame(population)
df_us %>% ggplot(aes(x = "", y = population)) +
geom_boxplot(color="red", fill="blue", alpha=0.5) +
theme_ipsum() +
theme(legend.position="none", plot.title = element_text(size=11)) +
ggtitle("Caja y extensión de la población en Estados Unidos") +
coord_flip() +
xlab("") +
ylab("")## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
## Warning in grid.Call(C_textBounds, as.graphicsAnnot(x$label), x$x, x$y, : font
## family not found in Windows font database
##Conclusión
En medio de la realización de la actividad, presentamos algunos inconvenientes debido a la poca familiarización con el programa R, sin embargo, después de una busqueda exhaustiva, pudimos comprender más a fondo y desenvolvernos en la actividad.Los gráficos presentados, nos demuestran que Estados Unidos tiene mayores indices en cuanto a población y distancia, notadose las diferencias entre el tamaño de los datos, donde se presentan datos con mayores magnitudes que se salen del promedio dando valores extremos muy por encima de él.