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Census Income (<= or > $50K) (Barry Becker, 1994)Census Income (<= or > $50K) (Barry Becker, 1994)

sweetdata 7 months ago 1.0.1 FREE
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# Content Prediction task is to determine whether a person makes over 50K a year. Extraction was done by Barry Becker from the 1994 Census database. A set of reasonably clean records was extracted using the following conditions: ((AAGE>16) && (AGI>100) && (AFNLWGT>1)&& (HRSWK>0)) # Authors Ronny Kohavi and Barry Becker # Attributes 1. Age: continuous. 1. Workclass: Private, Self-emp-not-inc, Self-emp-inc, Federal-gov, Local-gov, State-gov, Without-pay, Never-worked. 1. Finall weight: continuous. 1. Education: Bachelors, Some-college, 11th, HS-grad, Prof-school, Assoc-acdm, Assoc-voc, 9th, 7th-8th, 12th, Masters, 1st-4th, 10th, Doctorate, 5th-6th, Preschool. 1. Education Number: continuous. 1. Marital status: Married-civ-spouse, Divorced, Never-married, Separated, Widowed, Married-spouse-absent, Married-AF-spouse. 1. Occupation: Tech-support, Craft-repair, Other-service, Sales, Exec-managerial, Prof-specialty, Handlers-cleaners, Machine-op-inspct, Adm-clerical, Farming-fishing, Transport-moving, Priv-house-serv, Protective-serv, 1. Armed-Forces. 1. Relationship: Wife, Own-child, Husband, Not-in-family, Other-relative, Unmarried. 1. Race: White, Asian-Pac-Islander, Amer-Indian-Eskimo, Other, Black. 1. Sex: Female, Male. 1. Capital Gain: continuous. 1. Capital Loss: continuous. 1. Hours per week: continuous. 1. Native country: United-States, Cambodia, England, Puerto-Rico, Canada, Germany, Outlying-US(Guam-USVI-etc), India, Japan, Greece, South, China, Cuba, Iran, Honduras, Philippines, Italy, Poland, Jamaica, Vietnam, 1. Mexico, Portugal, Ireland, France, Dominican-Republic, Laos, Ecuador, Taiwan, Haiti, Columbia, Hungary, Guatemala, Nicaragua, Scotland, Thailand, Yugoslavia, El-Salvador, Trinadad&Tobago, Peru, Hong, Holand-Netherlands. 1. Income: <=50K, >50K # Source https://archive.ics.uci.edu/ml/datasets/Adult

Datasets

Census Income (<= or > $50K)census-income

Age Workclass Final-weight Education Education-num Marital-status Occupation Relationship Race Sex Capital-gain Capital-loss Hours-per-week Native-country Income (> $50K)

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