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American Citizens Annual Income

American Citizens Annual Income is more than 50k or less?

@kaggle.amirhosseinmirzaie_americancitizenincome

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About this Dataset

American Citizens Annual Income

The dataset used in this notebook contains information about individuals' demographics, education, work experience, and other relevant factors. The income column in the dataset serves as the target variable, categorized into two classes: "<=50K" (indicating income less than or equal to 50,000)and ">50K"

Column Description
age Age
workclass A general term indicating the employment status of an individual.
fnlwgt Final weight, representing the number of individuals that this row represents (a representative sample).
education Highest level of education achieved by an individual.
education.num Highest level of education achieved by an individual in numerical form.
marital.status Marital status of an individual. Note that Married-civ-spouse refers to a civilian spouse, and Married-AF-spouse refers to a spouse in the Armed Forces.
occupation General type of occupation of an individual.
relationship Relationship of this individual with others, for example, spouse (Husband). Each data point has only one relationship.
race Race
sex Biological sex of an individual.
capital.gain Capital gains of an individual.
capital.loss Capital losses of an individual.
hours.per.week Number of hours the individual reported working per week.
native.country Country of origin.
income Income, less than or equal to $50,000 (&lt;=50K) or more than that (&gt;50K).

Tables

Income

@kaggle.amirhosseinmirzaie_americancitizenincome.income
  • 282.7 KB
  • 25000 rows
  • 15 columns
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CREATE TABLE income (
  "age" BIGINT,
  "workclass" VARCHAR,
  "fnlwgt" BIGINT,
  "education" VARCHAR,
  "education_num" BIGINT,
  "marital_status" VARCHAR,
  "occupation" VARCHAR,
  "relationship" VARCHAR,
  "race" VARCHAR,
  "sex" VARCHAR,
  "capital_gain" BIGINT,
  "capital_loss" BIGINT,
  "hours_per_week" BIGINT,
  "native_country" VARCHAR,
  "income" VARCHAR
);