| { |
| "absolute_id": 107, |
| "persona": "Operations Manager", |
| "task": "The company needs to formulate a global market product strategy for the next year. Please traverse all data directories under /Global Business/, integrate order data, product catalogs, logistics analysis and customer group data in each regional market, and complete the following analysis: (1) Compare sales and profit margins in 5 markets (USCA, Asia Pacific, Europe, LATAM, Africa); (2) Analyze the profitability performance of each product category in different markets; (3) Evaluate the impact of logistics costs on profits; (4) Compare the contribution of different customer groups; (5) Generate a global market product profit strategy report Global_Product_Strategy.md is saved to the /Global Business/ directory.", |
| "task_diff": "hard", |
| "output_files": [ |
| "Global_Product_Strategy.md" |
| ], |
| "rubrics": [ |
| "Is the report file Global_Product_Strategy.md successfully generated and can be read normally?", |
| "Does the analysis include all five markets (USCA, Asia Pacific, Europe, LATAM, Africa) with a total of 1000 order records?", |
| "Are total sales reported at $1,710,971.47, total profit at $288,920.44, and overall profit margin at 16.89%?", |
| "Are Asia Pacific sales reported as $800,511.75 (highest), Africa margins reported as 23.91% (highest), and LATAM margins reported as 14.78% (lowest)?", |
| "Are the Europe market sales reported at $503,568.21 and a profit margin of 17.70%, and the USCA profit margin at 22.15%?", |
| "Does the report clearly state that the Technology category has the highest overall profit margin of 19.16%, and the Furniture category has the lowest overall profit margin of 13.66%?", |
| "Is the overall Office Supplies category profit margin reported at 17.49%, between Technology and Furniture?", |
| "Is the total logistics cost calculated correctly in the report as $272,384.90, accounting for 15.92% of total sales?", |
| "In the report, does Standard Class logistics have an average cost of $219.75 and an average delivery time of 4.92 days? Does Same Day have an average cost of $333.80 and an average delivery time of 0.02 days?", |
| "Are the number of orders, average costs, and delivery days for First Class and Second Class in the report accurately presented?", |
| "Is the Consumer customer segment marked in the report with sales of $873,512.42 and profit margin of 18.11% (highest contribution)?", |
| "Does the report indicate that the Home Office customer segment has a profit margin of 13.34% (lowest) and an average discount of 0.0971 (highest discount)?", |
| "Does the Corporate customer segmentation data in the report indicate that the order quantity is 300, the sales volume is $524,287.05, and the profit margin is 16.96%?", |
| "Is the high discount range (>20%) marked in the report with 101 orders and an overall profit margin of -35.00% (overall loss)?", |
| "Does the report include sales, profit, and profit margin breakdown tables for each product category in each of the five markets?", |
| "Does the report make specific suggestions for market expansion (deeply cultivate Asia Pacific, maintain Africa's advantages, and improve LATAM profit margins)?", |
| "Does the report make specific recommendations for the product portfolio (prioritize the promotion of Technology, re-evaluate Furniture pricing)?", |
| "Does the report make specific recommendations for logistics cost optimization (guide non-urgent orders to use Standard Class, Same Day is limited to high-value and high-profit orders)?", |
| "Does the report make specific suggestions for customer group management (focus on serving Consumers, tighten Home Office discounts)?", |
| "Does the report provide specific suggestions for discount policies (discounts exceeding 20% without approval are prohibited, and high discounts lead to losses)", |
| "Does the report conclude with a summary: highly attractive markets (Africa/USCA), the most profitable categories (Technology), the largest cost factors (logistics), and the four major policy correction directions?", |
| "Does the analysis report integrate the data analysis results from the four dimensions of market, product, logistics, and customer, rather than just listing the data?", |
| "Are the final strategic recommendations based on the results of the data analysis, with each recommendation corresponding to the problems identified in the previous analysis?", |
| "Does the report clearly set out the expected target of increasing the overall profit margin by 2-4 percentage points to 19%-21%?", |
| "Does the report provide control suggestions for establishing a management approval mechanism for high discount orders?" |
| ], |
| "rubric_types": [ |
| "Basic Evaluation", |
| "Basic Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation", |
| "Process Evaluation", |
| "Process Evaluation", |
| "Outcome Evaluation", |
| "Outcome Evaluation" |
| ], |
| "file_dep_graph": [ |
| { |
| "from": "Africa_orders.csv", |
| "to": "product_info.csv" |
| }, |
| { |
| "from": "Asia_Pacific_orders.csv", |
| "to": "product_info.csv" |
| }, |
| { |
| "from": "Europe_orders.csv", |
| "to": "product_info.csv" |
| }, |
| { |
| "from": "LATAM_orders.csv", |
| "to": "product_info.csv" |
| }, |
| { |
| "from": "USCA_orders.csv", |
| "to": "product_info.csv" |
| }, |
| { |
| "from": "Africa_orders.csv", |
| "to": "shipping_by_mode.csv" |
| }, |
| { |
| "from": "Asia_Pacific_orders.csv", |
| "to": "shipping_by_mode.csv" |
| }, |
| { |
| "from": "Europe_orders.csv", |
| "to": "shipping_by_mode.csv" |
| }, |
| { |
| "from": "LATAM_orders.csv", |
| "to": "shipping_by_mode.csv" |
| }, |
| { |
| "from": "USCA_orders.csv", |
| "to": "shipping_by_mode.csv" |
| }, |
| { |
| "from": "Africa_orders.csv", |
| "to": "segment_performance.csv" |
| }, |
| { |
| "from": "Asia_Pacific_orders.csv", |
| "to": "segment_performance.csv" |
| }, |
| { |
| "from": "Europe_orders.csv", |
| "to": "segment_performance.csv" |
| }, |
| { |
| "from": "LATAM_orders.csv", |
| "to": "segment_performance.csv" |
| }, |
| { |
| "from": "USCA_orders.csv", |
| "to": "segment_performance.csv" |
| }, |
| { |
| "from": "Africa_orders.csv", |
| "to": "priority_codebook.txt" |
| }, |
| { |
| "from": "Asia_Pacific_orders.csv", |
| "to": "priority_codebook.txt" |
| }, |
| { |
| "from": "Europe_orders.csv", |
| "to": "priority_codebook.txt" |
| }, |
| { |
| "from": "LATAM_orders.csv", |
| "to": "priority_codebook.txt" |
| }, |
| { |
| "from": "USCA_orders.csv", |
| "to": "priority_codebook.txt" |
| } |
| ], |
| "data_manifest": [ |
| { |
| "filename": "product_info.csv", |
| "stored_relpath": "data/product_info.csv" |
| }, |
| { |
| "filename": "segment_performance.csv", |
| "stored_relpath": "data/segment_performance.csv" |
| }, |
| { |
| "filename": "Africa_orders.csv", |
| "stored_relpath": "data/Africa_orders.csv" |
| }, |
| { |
| "filename": "Asia_Pacific_orders.csv", |
| "stored_relpath": "data/Asia_Pacific_orders.csv" |
| }, |
| { |
| "filename": "Europe_orders.csv", |
| "stored_relpath": "data/Europe_orders.csv" |
| }, |
| { |
| "filename": "LATAM_orders.csv", |
| "stored_relpath": "data/LATAM_orders.csv" |
| }, |
| { |
| "filename": "USCA_orders.csv", |
| "stored_relpath": "data/a0931573a257d766_usca_orders.csv" |
| }, |
| { |
| "filename": "shipping_by_mode.csv", |
| "stored_relpath": "data/shipping_by_mode.csv" |
| }, |
| { |
| "filename": "priority_codebook.txt", |
| "stored_relpath": "data/priority_codebook.txt" |
| } |
| ], |
| "tested_capabilities": [ |
| "Workspace Exploration", |
| "Result-Providing Files Utilization", |
| "Lineage Tracing", |
| "Semantic Content Relations Understanding", |
| "Heterogeneous File Understanding" |
| ] |
| } |
|
|
