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MODULE7_CATEGORY_EFFECTS_SYNTHETIC

MODULE7_CATEGORY_EFFECTS_SYNTHETIC

MODULE7_CATEGORY_EFFECTS_SYNTHETIC synthetic teaching data for Module 7 category indicators, base groups, ordinal coding, and non-base comparisons.

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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 MODULE7_CATEGORY_EFFECTS_SYNTHETIC from the dataset link first.
data = pd.read_stata("MODULE7_CATEGORY_EFFECTS_SYNTHETIC.DTA")
print(data.head())

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

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

Variables dictionary

observation_idnumeric

observation_id used for Module 7 category indicators, base groups, ordinal coding, and non-base comparisons.

Missing values: Review source documentation before recoding missing values.

outcomenumeric

outcome used for Module 7 category indicators, base groups, ordinal coding, and non-base comparisons.

Missing values: Review source documentation before recoding missing values.

regionnumeric

region used for Module 7 category indicators, base groups, ordinal coding, and non-base comparisons.

Missing values: Review source documentation before recoding missing values.

industrynumeric

industry used for Module 7 category indicators, base groups, ordinal coding, and non-base comparisons.

Missing values: Review source documentation before recoding missing values.

quality_ratingnumeric

quality_rating used for Module 7 category indicators, base groups, ordinal coding, and non-base comparisons.

Missing values: Review source documentation before recoding missing values.

educationnumeric

education used for Module 7 category indicators, base groups, ordinal coding, and non-base comparisons.

Missing values: Review source documentation before recoding missing values.

experiencenumeric

experience used for Module 7 category indicators, base groups, ordinal coding, and non-base comparisons.

Missing values: Review source documentation before recoding missing values.

group_codenumeric

group_code used for Module 7 category indicators, base groups, ordinal coding, and non-base comparisons.

Missing values: Review source documentation before recoding missing values.

Practice tasks

  1. 1.MODULE7_CATEGORY_EFFECTS_SYNTHETIC is catalogued for Module 7 category indicators, base groups, ordinal coding, and non-base comparisons. Installed original synthetic CSV; estimates are practice results, not real empirical findings.
  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.