إنشاء داش بورد احترافية باستخدام لغة بايثون باحتراف
تفاصيل العمل
Data analysis project using Python The main focus of this project was data cleaning —one of the most essential steps in any data workflow. Throughout the project, I worked on: 🔍 Handling missing values efficiently ✏️ Correcting inconsistent and inaccurate entries 🗂️ Removing duplicate records to ensure high data quality 📊 Formatting and preparing the dataset for deeper analysis 🧠 Exploring the data structure and understanding patterns 📈 Dashboard Creation: 📌 Built 2 dashboards: 🟢 First dashboard: Interactive Power BI dashboard with filters and dynamic visuals 🖱️📊 🔵 Second dashboard: Non-interactive dashboard focused on clear and static insights, created using Excel to present final conclusions and results 📉📑 This project helped me strengthen my skills in: 🐍 Python 📘 Pandas for data manipulation 📊 Power BI (interactive dashboards) 📊 Excel (final insights & conclusions) ⚙️ Best practices in data preprocessing and visualization I’m proud of this step and excited to move forward into more advanced analysis and visualization projects
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