You are a data analyst at a consulting firm specializing in eCommerce solutions for manufacturing. Your firm recently conducted a survey of middle managers in manufacturing firms to assess their attitudes toward online distribution channels and third$-$party digital platforms.The dataset includes survey responses from $263$ middle managers working in manufacturing firms. Respondents were selected based on the following criteria: Employed in a manufacturing company Hold a managerial position $($at least middle management level$)$ Supervise at least two subordinates Fluent in English Confirmed that their company markets products through online distribution channels The survey consists of four key categories, each measured on a $17$ scale $(1=$ Strongly Disagree, $7=$ Strongly Agree$).$ Survey Categories Investment in Online Distribution Channels $($INT$14)$: Perceived benefits of online distribution for international market expansion, cost reduction, and$$operational improvements. Satisfaction with the Company$$s eCommerce Platform $($CMS$13)$: Evaluates the perception of a company$$s own eCommerce platform as a viable sales channel. Perceptions of Third$-$Party Marketplace Platforms $($TPMP$13)$: Measures how businesses view third$-$party platforms $($Amazon$,$ Alibaba$)$ as potential sales growth opportunities. Confidence in Internal Digital Capabilities $($COM$14)$: Examines how confident companies are in their internal skills, training, and discussions regarding eCommerce. Analyze attitudes toward eCommerce adoption by calculating key statistics: Central Tendency $($Mean$,$ Median, Mode$)$ Investment in online distribution $($INT$14)$eCommerce platform satisfaction $($CMS$13)$Third$-$party marketplace perception $($TPMP$13)$Confidence in internal skills $($COM$14)$ 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 $6666$