HR Employee Survey Responses dashboard development using PowerBI
This project provided hands-on experience in end-to-end data analysis, visualization, and communication of insights, enhancing proficiency in data-driven decision-making and storytelling.
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Data Understanding and Preprocessing:
- Understanding Data Structure: Analyzed the dataset's structure, identified fields, and their meanings.
- Data Cleaning: Cleaned the dataset by handling missing values, standardizing text, and converting data types for better analysis.
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Power BI Proficiency:
- Visualization Skills: Developed skills in creating various Power BI visualizations (e.g., charts, tables, matrices) for effective data presentation.
- DAX Measures: Created DAX measures for calculations and analysis within Power BI.
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Survey Analysis Techniques:
- Sentiment Analysis: Applied sentiment analysis techniques to categorize and analyze responses based on sentiment.
- Role-Based Analysis: Explored responses based on different roles within the organization to understand perceptions.
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Analytical Thinking and Interpretation:
- Pattern Identification: Identified patterns and trends within the survey responses across departments, roles, and sentiments.
- Insight Generation: Extracted meaningful insights from the data, aiding in decision-making processes.
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Project Management:
- Project Structure: Organized project tasks systematically, from data cleaning to final dashboard creation.
- Continuous Learning:
- Learning Agility: Embraced new techniques, such as sentiment analysis and Power BI functionalities, expanding skill sets.