Period: Jan 2015 – Jun 2017 Source: AdventureWorks CSV Dataset 3 Years Β· 10 Territories Β· 18,148 Customers
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Total Revenue
$24.9M
2015 – Jun 2017
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Total Orders
25,164
Unique order numbers
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Active Customers
17,416
96% of customer base
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Return Rate
2.17%
By unit quantity
Monthly Revenue Trend Jan 2015 – Jun 2017
Strong growth acceleration starting mid-2016, with 2017 monthly revenue consistently above $1.2M. The 2016 H2 surge warrants investigation into what drove it.
Revenue by Category All time
Bikes dominate at 94.9% of revenue ($23.6M). Accessories contribute only 3.6% despite 4x the unit volume.
Year-over-Year Revenue
Orders per Year
Top Territory
    Australia leads all markets at $7.4M β€” ahead of the entire US combined.
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    2015 Revenue
    $6.4M
    2,630 orders Β· partial year
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    2016 Revenue
    $9.3M
    10,695 orders Β· +45.6% YoY
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    2017 Revenue (H1)
    $9.2M
    11,839 orders Β· first 6 months
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    Avg Order Value
    $990
    Driven by high-price bikes
    Monthly Revenue vs. Order Volume Dual axis
    Order volume grew faster than revenue in 2016-2017, suggesting a shift toward lower-priced products (accessories/clothing) or smaller average basket sizes. The decoupling is visible from mid-2016.
    Revenue by Month (Seasonality) Avg across all years
    June is peak month. December 2016 had the single highest month at $1.64M.
    YoY Revenue & Orders Comparison
    2017 is on track to surpass $18M if H1 pace holds. Order count is growing strongly.
    🚲
    Bikes Revenue
    $23.6M
    13,929 units Β· 94.9% of total
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    Accessories Revenue
    $907K
    57,809 units Β· 3.6% of total
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    Clothing Revenue
    $365K
    12,436 units Β· 1.5% of total
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    Top Product
    Mountain-200
    $7.2M combined revenue
    Top 10 Products by Revenue
    Category Mix: Revenue vs Units
    Massive disconnect: Accessories account for 68% of units but only 3.6% of revenue. Average accessory price is ~$16 vs ~$1,697 for bikes.
    πŸ‡¦πŸ‡Ί
    #1 Australia
    $7.4M
    29.8% of total revenue
    πŸ‡ΊπŸ‡Έ
    #2 Southwest US
    $4.8M
    19.4% of total revenue
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    #4 United Kingdom
    $2.9M
    11.6% of total revenue
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    Total Territories
    10
    4 continents covered
    Revenue by Territory
    Territory Share of Revenue
    Territory Revenue Breakdown
    Australia is a standout: despite being geographically distant, it leads all US regions combined ($8.5M US total vs $7.4M Australia). Southeast and Northeast US are dramatically underperforming compared to Southwest and Northwest.
    πŸ‘₯
    Total Customers
    18,148
    17,416 made a purchase (96%)
    🏠
    Home Owners
    67.5%
    12,260 of 18,148 customers
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    College Educated
    71.8%
    Bachelors or higher
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    Top Occupation
    Professional
    5,424 customers (29.9%)
    By Occupation
    By Annual Income
    By Education Level
    Customer Profile Summary
    Gender Split
    50.3% Male / 49.0% Female
    Median Income Band
    $40K – $70K
    Most Common Education
    Bachelor's Degree
    Top Occupation
    Professional (29.9%)
    Home Ownership
    67.5% own their home
    Purchase Conversion
    96.0% of base bought
    Ideal profile: Middle-income, college-educated professional homeowner. This is a high-intent, financially stable buyer segment that justifies premium bike pricing.
    ↩️
    Total Return Events
    1,809
    Across all categories
    πŸ“¦
    Units Returned
    1,828
    vs 84,174 units sold
    βœ…
    Overall Return Rate
    2.17%
    Healthy β€” industry avg ~5%
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    Most Returned
    Accessories
    1,130 units returned
    Returns by Category (Units)
    Return Rate by Category Returns / Units sold
    Accessories have the highest return rate at ~2.0%. Bikes are the best performers at 3.1% return rate but represent far higher revenue risk per return event.