Question: Below is the descriptive statistics from my research data. Below is a sample of my data with the lowest delays in delivery/shipping to customers by
Below is the descriptive statistics from my research data. Below is a sample of my data with the lowest delays in delivery/shipping to customers by state and lowest supplier delays:
| State | Supplier Delays | Delays in Delivery/Shipping to Customers |
| Hawaii | 60.7 | 17.0 |
| Louisiana | 55.2 | 18.1 |
| Utah | 55.6 | 18.2 |
| West Virginia | 46.5 | 19.3 |
| North Dakota | 68.1 | 19.4 |
| Alaska | 28.6 | 19.8 |
| Kentucky | 60.2 | 19.9 |
| New Mexico | 48.0 | 20.0 |
| Nevada | 51.9 | 20.6 |
| Connecticut | 61.6 | 21.3 |
| Oklahoma | 63.5 | 21.4 |
| Maryland | 58.5 | 21.6 |
| Missouri | 64.4 | 21.6 |
| Delaware | 52.8 | 21.7 |
| Iowa | 67.0 | 22.1 |
| Virginia | 57.8 | 22.2 |
| Massachusetts | 70.0 | 22.2 |
| New York | 57.5 | 22.8 |
| New Hampshire | 69.3 | 23.0 |
| Montana | 65.3 | 23.1 |
| Illinois | 62.2 | 23.2 |
| Colorado | 65.2 | 23.3 |
| Pennsylvania | 71.1 | 23.3 |
| California | 59.1 | 23.5 |
| Alabama | 58.1 | 23.8 |
Below are the states with the highest supplier delays and highest delays in delivery/shipping to customers:
| State | Supplier Delays | Delays in Delivery/Shipping to Customers |
| Vermont | 74.9 | 26.4 |
| Wisconsin | 73.7 | 31.1 |
| Mississippi | 73.6 | 32.6 |
| Arkansas | 72.4 | 26.3 |
| Idaho | 72.3 | 32.5 |
| Minnesota | 72.0 | 30.1 |
| Pennsylvania | 71.1 | 23.3 |
| Georgia | 70.6 | 28.1 |
| Massachusetts | 70.0 | 22.2 |
| Oregon | 69.4 | 31.8 |
| North Carolina | 69.4 | 24.6 |
| New Hampshire | 69.3 | 23.0 |
| Florida | 69.1 | 26.3 |
| Kansas | 68.5 | 28.2 |
| Michigan | 68.4 | 26.6 |
| Arizona | 68.3 | 26.6 |
| Washington | 68.1 | 27.1 |
| North Dakota | 68.1 | 19.4 |
| Ohio | 67.5 | 27.5 |
| Iowa | 67.0 | 22.1 |
| Wyoming | 66.6 | 28.6 |
| Maine | 66.3 | 24.4 |
| Montana | 65.3 | 23.1 |
| Colorado | 65.2 | 23.3 |
| Nebraska | 64.4 | 24.1 |
Below you will find the Mean, Median, and Standard Deviation of the data. The Mean of 24.502 means the average of delays of delivery/shipping to customers out of the fifty states was 24.502% Based on all the data, there was a standard deviation of 3.94 delays of delivery/shipping to customers.
| Descriptive Statistics | |
| Mean | 24.502 |
| Standard Error | 0.557190401 |
| Median | 23.95 |
| Mode | 26.3 |
| Standard Deviation | 3.939931109 |
| Sample Variance | 15.52305714 |
| Kurtosis | -0.579813263 |
| Skewness | 0.285878291 |
| Range | 15.6 |
| Minimum | 17 |
| Maximum | 32.6 |
| Sum | 1225.1 |
| Count | 50 |
Below is a graphic depicting how states with higher delays from suppliers did not mean they had the highest delays of delivery/shipping to customers. The graphic tells us that the states with higher delays of delivery/shipping to customers did not always have higher delays from suppliers. Whereas, the states with the lowest delays of delivery/shipping to customers did not always have the lowest delays from suppliers.
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