CENTRAL TENDENCY INT$1-4$ CMS$1-3$ TPMP $1-3$ COM $1-4$ MEAN $4\mathrm{.}754\mathrm{.}6172370093\mathrm{.}6197718634\mathrm{.}358365019$ MEDIAN $5545$ MODE $5515$ VARIABILITY STANDARD DEVIATION $1\mathrm{.}6682761791\mathrm{.}7898492611\mathrm{.}8407167131\mathrm{.}800701943$ RANGE $6666$ There are four categories questions given to managers Investment in online distribution $($INT$1-4)$ eCommerce platform satisfaction $($CMS$1-3)$ Third party market place perception $($TPMP$1-3)$ Confidence in internal skills $($COM$1-4)$ I already found the mean, median, and mode for the data set which is presented in the chart. Background: I am a data analyst in a firm specializing in eCommerce solutions for manufacturing. We conducted a survey of middle managers in manufacturing to assess their attitude toward online distribution channels and third$-$party digital platforms. Key Concepts: Manufacturing Firm $$ A company that produces physical goods by transforming raw materials into finished products using industrial processes, machinery, and labor. Digital Adoption in Manufacturing $$ How manufacturing firms integrate digital tools and technologies to enhance operations and expand online sales. Online Distribution Channels $$ Digital sales channels that allow businesses to sell products directly to customers through their own eCommerce platforms, websites, or digital storefronts. Example: A manufacturer selling through its own website $($e$.$g$.,$ Shopify, Square$)$ or using a direct$-$to$-$consumer $($DTC$)$ model $($e$.$g$.,$ Nike selling through Nike.com instead of Amazon$).$ Third$-$Party Digital Platforms $$ External marketplaces where businesses list and sell products without owning the platform. These platforms expand customer reach but come with fees and platform restrictions. Example: Amazon, Alibaba, eBay, Walmart Marketplace, Etsy. eCommerce Strategies $$ Approaches businesses use to sell products online, optimize marketing, logistics$,$ and customer experience. Direct$-$to$-$Consumer $($DTC$)$: Selling products through a company$$s own website $($e$.$g$.,$ Allbirds, Warby Parker$).$Omnichannel Retailing: Integrating physical stores, websites, and third$-$party platforms $($e$.$g$.,$ H&M selling in stores and online$).$Marketplace Strategy: Using third$-$party platforms $($e$.$g$.,$ Amazon, Alibaba$)$ to expand reach. Subscription eCommerce: Offering recurring product deliveries $($e$.$g$.,$ Dollar Shave Club, Birchbox$).$ What trends do you identify based on the the Correlation Analysis scale as it relates to the mean, median and mode for each category? $0\mathrm{.}00-0\mathrm{.}20$ weak or no relationship $0\mathrm{.}21-0\mathrm{.}40$ weak relationship $0\mathrm{.}41-0\mathrm{.}60$ moderate relationship $0\mathrm{.}61-0\mathrm{.}80$ strong relationship $0\mathrm{.}81-1\mathrm{.}00$ very strong relationship