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MODULE8_INCOME_SAVINGS_SYNTHETIC

MODULE8_INCOME_SAVINGS_SYNTHETIC

MODULE8_INCOME_SAVINGS_SYNTHETIC synthetic teaching data for Module 8 income-driven variance patterns, Breusch-Pagan diagnostics, WLS, and capstone reporting.

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Structure

other

File type

CSV

Module

Course catalog

Visibility

public

Preview table

Preview rows are shown when safely installed in the app. External or licensed files may need to be opened from the source link.

No local preview table is installed for this dataset. Use the download/source link, then load it with the Python example below.

Python loading code

import pandas as pd

# Download MODULE8_INCOME_SAVINGS_SYNTHETIC from the dataset link first.
data = pd.read_stata("MODULE8_INCOME_SAVINGS_SYNTHETIC.DTA")
print(data.head())

Check the variable dictionary and source documentation before dropping or recoding missing values.

Dataset AI assistant

Get help with variables, graphs, regression questions, limitations, and Python loading code.

Variables dictionary

household_idnumeric

household_id used for Module 8 income-driven variance patterns, Breusch-Pagan diagnostics, WLS, and capstone reporting.

Missing values: Review source documentation before recoding missing values.

incomenumeric

income used for Module 8 income-driven variance patterns, Breusch-Pagan diagnostics, WLS, and capstone reporting.

Missing values: Review source documentation before recoding missing values.

savingsnumeric

savings used for Module 8 income-driven variance patterns, Breusch-Pagan diagnostics, WLS, and capstone reporting.

Missing values: Review source documentation before recoding missing values.

agenumeric

age used for Module 8 income-driven variance patterns, Breusch-Pagan diagnostics, WLS, and capstone reporting.

Missing values: Review source documentation before recoding missing values.

educationnumeric

education used for Module 8 income-driven variance patterns, Breusch-Pagan diagnostics, WLS, and capstone reporting.

Missing values: Review source documentation before recoding missing values.

family_sizenumeric

family_size used for Module 8 income-driven variance patterns, Breusch-Pagan diagnostics, WLS, and capstone reporting.

Missing values: Review source documentation before recoding missing values.

error_scalenumeric

error_scale used for Module 8 income-driven variance patterns, Breusch-Pagan diagnostics, WLS, and capstone reporting.

Missing values: Review source documentation before recoding missing values.

Practice tasks

  1. 1.MODULE8_INCOME_SAVINGS_SYNTHETIC is catalogued for Module 8 income-driven variance patterns, Breusch-Pagan diagnostics, WLS, and capstone reporting. Installed data file; synthetic files are original practice data, and course files require license verification before public download.
  2. 2.Create one summary table and one graph that support an econometric question.
  3. 3.Write one limitation about measurement, missing data, or omitted variables.