To the hearer ‎- statistics as a liberal discipline‎;‎ prelude ‎- making sense of data‎.‎ Part I Producing data‎:‎ where do data come from‎?‎‎;‎ samples‎,‎ good and bad‎;‎ what do samples tell us‎?‎‎;‎ sample surveys in the real world‎;‎ experiments‎,‎ good and bad‎;‎ experiments in the real world‎;‎ data ethics‎;‎ measuring‎;‎ do the numbers make sense‎?‎ Review I ‎- producing data‎.‎ Part II Prescribing data‎:‎ graphs‎,‎ good and bad‎;‎ displaying distributions with graphs‎;‎ describing distributions with numbers‎;‎ normal distributions‎;‎ describing relationships ‎- scatterplots and correlation‎;‎ describing relationships ‎- regression‎,‎ prediction and government statistics‎.‎ Review II ‎- describing data‎.‎ Part III Chance‎:‎ thinking about chance‎;‎ probability models‎;‎ simulation‎;‎ the house edge ‎- expected values‎.‎ Review III ‎- chance‎.‎ Part IV Inference‎:‎ what is a confidence interval‎?‎‎;‎ what is a test of significance‎?‎‎;‎ use and abuse of statistical inference‎;‎ two‎-way tables and the chi‎-square test‎;‎ inference for a mean‎.‎ Review IV ‎- inference‎.‎