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Scatter Plot
match 100%
Scatter plots reveal how two supply-chain measures move together โ such as freight cost versus on-time delivery rate.
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Table / Matrix
match 60%
Tables excel when precision matters โ theyโre the go-to for audit, finance, or detailed operational listings.
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Histogram
match 60%
Histograms show how a numeric measure is distributed across ranges โ the quickest way to spot skew, outliers, or clustering before you model or segment.
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Impacts of Bad Data
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Even the best dashboards crumble when data integrity fails. Understanding how corrupted shipment or delay records distort insights is a core skill for analysts.
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Map
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Maps connect performance to place โ ideal for visualising regional delivery density, store results, or depot coverage.
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Bar / Column Chart
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A bar chart compares categories such as routes, carriers, or depots side by side. Itโs the simplest and most honest way to rank supply-chain performance.
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Working with Poor Data
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When reality is messy, be explicit about assumptions.
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Funnel Chart
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Funnel charts show how volume narrows through stages โ ideal for conversion pipelines, process adherence, or attrition storytelling.