School Completion Rates by State
Data as of 2022Proportion of students who complete primary, lower secondary, and upper secondary education at national and state level.
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How is this data produced?
This dataset is derived from administrative records maintained by the Ministry of Education Malaysia via the Education Management Information System (EMIS). Completion rates are calculated by comparing the number of students who complete a given education level with the total cohort that started that level.
What caveats I should bear in mind when using this data?
Because Malaysia's dropout rates are extremely low, completion rates may exceed 100% due to a small number of students repeating grades or transferring between states. Furthermore, it should be noted that the data refers to government schools only.
Publication(s) using this data
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Metadata
Dataset description
Proportion of students who complete primary, lower secondary, and upper secondary education at national and state level.
Variable definitions
- Date
- State
- School Stage
- Sex
- Completion Rate
Name in Dataset | Variable | Definition |
|---|---|---|
date (Date) | Date | Date in YYYY-MM-DD format, with MM-DD set to 01-01 as the data is at annual frequency |
state (Categorical) | State | One of 16 states, or Malaysia for national-level data |
stage (Categorical) | School Stage | Either primary (Standards 1 to 6), lower secondary (Form 1 to 3), or upper secondary (Form 4 to 5) |
sex (Categorical) | Sex | Either both sexes, male, or female |
completion (Float) | Completion Rate | Proportion of students who complete that stage of education, relative to the total cohort that started that stage |
Last updated:
01 Sept 2024, 12:00
Next update:
N/A
Data source(s)
- MOE
URLs to dataset
License
This data is made open under the Creative Commons Attribution 4.0 International License (CC BY 4.0). A copy of the license is available Here.
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Data
Full Dataset (CSV)
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Full Dataset (Parquet)
Recommended for data scientists seeking to work with data via code.
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Code
Connect directly to the data with Python.
# If not already installed, do: pip install pandas fastparquet
import pandas as pd
URL_DATA = 'https://storage.data.gov.my/education/completion_school_state.parquet'
df = pd.read_parquet(URL_DATA)
if 'date' in df.columns: df['date'] = pd.to_datetime(df['date'])
print(df)Sample OpenAPI query
The following code is an example of how to make an API query to retrieve the data catalogue mentioned above. You can use different programming languages by switching the code accordingly. For a complete guide on possible query parameters and syntax, please refer to the official Open API Documentation.
import requests
import pprint
url = "https://api.data.gov.my/data-catalogue?id=completion_school_state&limit=3"
response_json = requests.get(url=url).json()
pprint.pprint(response_json)
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