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M6_GPA_INTERACTIONS

M6_GPA_INTERACTIONS

M6_GPA_INTERACTIONS synthetic teaching data for Module 6 standardized coefficients, dummy interactions, and centering.

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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 M6_GPA_INTERACTIONS from the dataset link first.
data = pd.read_stata("M6_GPA_INTERACTIONS.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

colgpanumeric

colgpa used for Module 6 standardized coefficients, dummy interactions, and centering.

Missing values: Review source documentation before recoding missing values.

study_hoursnumeric

study_hours used for Module 6 standardized coefficients, dummy interactions, and centering.

Missing values: Review source documentation before recoding missing values.

work_hoursnumeric

work_hours used for Module 6 standardized coefficients, dummy interactions, and centering.

Missing values: Review source documentation before recoding missing values.

athletenumeric

athlete used for Module 6 standardized coefficients, dummy interactions, and centering.

Missing values: Review source documentation before recoding missing values.

firstgennumeric

firstgen used for Module 6 standardized coefficients, dummy interactions, and centering.

Missing values: Review source documentation before recoding missing values.

satnumeric

sat used for Module 6 standardized coefficients, dummy interactions, and centering.

Missing values: Review source documentation before recoding missing values.

Practice tasks

  1. 1.M6_GPA_INTERACTIONS is catalogued for Module 6 standardized coefficients, dummy interactions, and centering. Open the linked Drive source to install the file before validating output.
  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.