Total Sales all Regions and Channels

$3,941,901

Total Sales - Fresh Category

$1,319,554

Number of Locations

124

Average Sales per Location

$31,789.52

SUMMARY INSIGHTS

Original Set of Research Questions Here

  • RQ1
  • RQ2
Insights

  • Insights 1

  • Insights 2

You can add a link to an outside source: https://www.donorsearch.net/our-data/

Map of Portugal
Sales Distribution by Department and Channel
Channel Fresh Milk Grocery Frozen Soap Deli
Hotel_Cafe 48% 13.0% 16% 15% 3% 4.5%
Retail_Store 14% 21.9% 38% 4% 18% 3.4%
Fresh and Total Sales by City and Channel
Dataset

SEGMENTATION MODEL INSIGHTS
Write some amazingly interesting insights about the customer segmentation here!

  • Bullet 1

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Note this content does not specify a fixed row height. So it will increase or shrink based on the amount of content. Thus, it allows the cluster image box to adjust size accordingly. (Contrast with the fixed row height specification method for Channel insights → )

CUSTOMER SEGMENTATION (CLUSTERING)

CHANNEL CLASSIFICATION MODEL INSIGHTS
Write some amazingly interesting insights about the channel classification
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Note this card method for coding the narrative content fixes the size, in this case to 40%.

If you have more content, it just scrolls

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CHANNEL CLASSIFICATION MODEL
Observations 124
Dependent variable Channel.b
Type OLS linear regression
F(2,121) 75.72
R² 0.56
Adj. R² 0.55
Est. S.E. t val. p
(Intercept) -0.70 0.17 -4.18 0.00
pctFresh -0.35 0.13 -2.58 0.01
log(Detergents_Paper) 0.17 0.02 8.43 0.00
Standard errors: OLS

NEW FEATURES
Here are the new features applied in this dashboard!

  1. Changed theme to “lux”.

  2. Added search to navbar in the tables.

  3. Change the colors of the Value Boxes.

  4. Added a new valueBox for “Average Sales per Location”.

  5. Made the “Fresh, Milk, and Total Sales by Channel” plot interactive using plotly.

  6. Created a new interactive plot “Detergent & Paper Sales vs Total Sales” using plotly.

  7. Changed the previous logo for an ACME one.

  8. Change the texture and format of the Portugal Map.

  9. Styled the “Sales Distribution by Department and Channel” table using the kableExtra package.

  10. Enhanced the “Fresh and Total Sales by City and Channel” table with search, pagination, and export buttons using the DT package.

Just a funny image