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Sales DS

The document presents descriptive statistics for sales data categorized by shipping mode, customer segment, region, and order priority. Key metrics such as mean, standard deviation, median, and skewness are provided for each category, highlighting variations in sales performance. Overall, the data indicates significant differences in sales figures across different shipping modes and customer segments.

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heyahelo01
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0% found this document useful (0 votes)
6 views2 pages

Sales DS

The document presents descriptive statistics for sales data categorized by shipping mode, customer segment, region, and order priority. Key metrics such as mean, standard deviation, median, and skewness are provided for each category, highlighting variations in sales performance. Overall, the data indicates significant differences in sales figures across different shipping modes and customer segments.

Uploaded by

heyahelo01
Copyright
© © All Rights Reserved
We take content rights seriously. If you suspect this is your content, claim it here.
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Download as PDF, TXT or read online on Scribd
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DESCRIPTIVE STATISTICS

SALES DATA WITH RESPECT TO SHIPPING MODE


First Class Shipping Mode Same Day Shipping Mode Second Class Shipping Mode Standard Class Shipping Mode
Mean 218.2405015 Mean 124.9537778 Mean 288.9332675 Mean 211.5977022
Standard Error 62.2845906 Standard Error 31.58909639 Standard Error 60.12487836 Standard Error 32.10869015
Median 83.322 Median 100.26 Median 138.87 Median 96.064
Mode #N/A Mode #N/A Mode #N/A Mode #N/A
Standard Deviation 317.5903429 Standard Deviation 94.76728917 Standard Deviation 416.5573765 Standard Deviation 347.3085862
Sample Variance 100863.6259 Sample Variance 8980.839096 Sample Variance 173520.0479 Sample Variance 120623.2541
Kurtosis 9.951929109 Kurtosis -0.970830015 Kurtosis 18.18371668 Kurtosis 18.17162785
Skewness 2.919692366 Skewness 0.331921038 Skewness 3.698377852 Skewness 3.855043339
Range 1461.828 Range 272.864 Range 2548.044 Range 2276.532
Minimum 18.54 Minimum 11.296 Minimum 1.956 Minimum 1.788
Maximum 1480.368 Maximum 284.16 Maximum 2550 Maximum 2278.32
Sum 5674.25304 Sum 1124.584 Sum 13868.79684 Sum 24756.93116
Count 26 Count 9 Count 48 Count 117

SALES DATA WITH RESPECT TO CUSTOMER SEGMENT


Consumer Customer Segment Corporate Customer Segment Home Office Customer Segment
Mean 265.387306 Mean 202.9004494 Mean 172.6272329
Standard Error 46.45379052 Standard Error 29.98723433 Standard Error 34.11979149
Median 104.67 Median 90.35 Median 99.66
Mode 159.68 Mode #N/A Mode #N/A
Standard Deviation 450.3862092 Standard Deviation 254.4501209 Standard Deviation 198.9508629
Sample Variance 202847.7374 Sample Variance 64744.86405 Sample Variance 39581.44583
Kurtosis 13.18027579 Kurtosis 5.035234979 Kurtosis 6.745536333
Skewness 3.465894182 Skewness 2.10743849 Skewness 2.259893596
Range 2548.044 Range 1319.282 Range 961.412
Minimum 1.956 Minimum 5.598 Minimum 1.788
Maximum 2550 Maximum 1324.88 Maximum 963.2
Sum 24946.40676 Sum 14608.83236 Sum 5869.32592
Count 94 Count 72 Count 34
SALES DATA WITH RESPECT TO REGION
Caribbean Region Central Region North Region South Region
Mean 182.8407143 Mean 240.6628699 Mean 248.5948463 Mean 213.0051037
Standard Error 34.44648657 Standard Error 42.01060797 Standard Error 68.14689633 Standard Error 39.22604193
Median 146.224 Median 100.26 Median 92.448 Median 139.36
Mode #N/A Mode #N/A Mode #N/A Mode #N/A
Standard Deviation 182.273674 Standard Deviation 343.8716464 Standard Deviation 486.6661827 Standard Deviation 288.2513621
Sample Variance 33223.69224 Sample Variance 118247.7092 Sample Variance 236843.9734 Sample Variance 83088.84774
Kurtosis 2.2722046 Kurtosis 12.87872867 Kurtosis 15.05523733 Kurtosis 9.936475866
Skewness 1.562275349 Skewness 3.047655603 Skewness 3.767967112 Skewness 2.927990912
Range 726.992 Range 2112.592 Range 2545.68 Range 1478.58
Minimum 11.296 Minimum 8.208 Minimum 4.32 Minimum 1.788
Maximum 738.288 Maximum 2120.8 Maximum 2550 Maximum 1480.368
Sum 5119.54 Sum 16124.41228 Sum 12678.33716 Sum 11502.2756
Count 28 Count 67 Count 51 Count 54

SALES DATA WITH RESPECT TO ORDER PRIORITY


Critical Order Priority High Order Priority Low Order Priority Medium Order Priority
Mean 250.5144971 Mean 241.44592 Mean 102.6404444 Mean 227.9394878
Standard Error 43.94844866 Standard Error 53.04389658 Standard Error 30.97902425 Standard Error 33.12995762
Median 209.74648 Median 101.034 Median 62.136 Median 98.22
Mode #N/A Mode #N/A Mode #N/A Mode #N/A
Standard Deviation 164.4400376 Standard Deviation 367.4988957 Standard Deviation 92.93707274 Standard Deviation 376.2839857
Sample Variance 27040.52596 Sample Variance 135055.4383 Sample Variance 8637.29949 Sample Variance 141589.6379
Kurtosis -0.893045958 Kurtosis 14.06717532 Kurtosis -1.689389726 Kurtosis 18.06811868
Skewness 0.349641293 Skewness 3.300999198 Skewness 0.467887866 Skewness 3.826292797
Range 536.284 Range 2107.42 Range 234.98 Range 2548.212
Minimum 1.956 Minimum 13.38 Minimum 10.72 Minimum 1.788
Maximum 538.24 Maximum 2120.8 Maximum 245.7 Maximum 2550
Sum 3507.20296 Sum 11589.40416 Sum 923.764 Sum 29404.19392
Count 14 Count 48 Count 9 Count 129

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