data analytics

Question

Analyze Total Shipments, Delivery Success Rate, Average Delivery Time, Transportation Cost Analysis, Regional Performance, Vehicle Utilization, Customer Satisfaction Analysis, and Delayed Shipment Analysis. Deliverables: Data Cleaning Report, EDA, Dashboard, Business Insights Report. how to complete the task

Answer 1

Hello @suganya d,

Thank you for sharing your requirements.

Based on your description, it looks like you are working on a data analytics project involving logistics KPIs and multiple deliverables such as data cleaning, EDA, dashboard creation, and business insights.

To better understand your situation and provide more targeted guidance, could you please clarify a few points:

• What tool are you planning to use (for example: only Excel, or Excel combining Power BI, or another platform)?
• Do you already have a dataset, or do you need guidance on sample data as well?
• What fields are available in your dataset (for example: shipment date, delivery date, cost, region, vehicle, status)?
• Are there any specific requirements or format guidelines for your deliverables (report structure, dashboard format, ....)?

In the meantime, based on your outlined tasks, here is a general approach you can follow:

• Start with data cleaning: remove duplicates, handle missing values, and standardize formats.
• Perform EDA: use PivotTables or summary tables to analyze metrics like total shipments, delivery success rate, average delivery time, and cost.
• Build a dashboard: create KPI summaries and visualizations (charts for trends, regional comparisons, and delays).
• Prepare a business insights report: highlight key findings, identify issues (such as delays or high costs), and provide recommendations.

I hope this gives you a good starting point.

Once you share more details about your setup, I will be happy to guide you further with more specific steps if possible.

Looking forward to your response so we can get this sorted out for you together.

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