jvalue / made-template Goto Github PK

Look at the data and try to figure out some patterns

make sure the data is correct and has no invalid formats.

In this work package, the datasets on road accidents and traffic signs in Berlin will be collected and cleaned to ensure their accuracy and consistency.

User Story

1. As a {user/persona}
2. I want {to perform this action}
3. So that {I can accomplish this goal}

User Acceptance Criteria

• {acceptance criteria 1}

Examples

Notes

Definitions of Done

• A PR has been opened and accepted
• All user acceptance criteria are met
• All tests are passing
• Documentation is updated/extended

VSCode created this issue not in my fork but in the main repository. Sorry.
If you want you can delete it.

Collect and clean the dataset of traffic accidents and weather conditions.

User Story

1. As a data analyst
2. I want to explore the dataset
3. So that I can understand the data's structure, quality, and identify any anomalies.

User Acceptance Criteria

• Preliminary analysis of the dataset is complete.
• Data quality issues are documented.

Notes

• Take note of missing values and outliers.

Definition of Done

• The analysis has taken place in exploration.ipynb
• All findings are well-documented.

Visualize your findings and make sure the figures are easy to comprehend.

User Story

1. As a data engineer,
2. I want to develop an automated data pipeline,
3. So that I can efficiently process and transfer data between systems.

User Acceptance Criteria

• Define the data sources and destinations for the pipeline.
• Create a script to automate data extraction from source systems.
• Implement data transformation and cleaning procedures as required.
• Ensure the pipeline handles errors gracefully and sends notifications when necessary.
• Document the pipeline's architecture, setup, and usage instructions.

Definitions of Done

• A pull request (PR) has been created for the pipeline development.
• All user acceptance criteria are met and verified.
• Comprehensive testing has been conducted, and all tests are passing.

User Story

1. As a {user/persona}
2. I want {to perform this action}
3. So that {I can accomplish this goal}

User Acceptance Criteria

• {acceptance criteria 1}

Examples

Notes

Definitions of Done

• A PR has been opened and accepted
• All user acceptance criteria are met
• All tests are passing
• Documentation is updated/extended

Download Data from Sources and add to Repository

This is an example issue.

Save data in the right format in a directory where you can find it again.

User Story

1. As a data scientist
2. I want to extract data from the World Bank and FAOSTAT
3. So that I can analyze the correlation between food prices and temperature change.

User Acceptance Criteria

• The data is extracted accurately.

Definition of Done

• Code for the data extraction has been written
• Data extraction is verified

Extracting and cleaning the bike-share data from Nextbike, vehicle registration data from the City of Munich Open Data Portal, and population data from the same source.

Load the data from the data sources and make sure everything went okay

For the further process i will collect the data and explore the data and ensure the data quality.

User Story

1. As a {user/persona}
2. I want {to perform this action}
3. So that {I can accomplish this goal}

User Acceptance Criteria

• {acceptance criteria 1}

Examples

Notes

Definitions of Done

• A PR has been opened and accepted
• All user acceptance criteria are met
• All tests are passing
• Documentation is updated/extended