Stack Overflow Survey Story Telling

📖 The Stack Overflow Storytelling Project

This project explores the Stack Overflow Developer Survey to uncover insights into developer demographics, technology usage, and future trends.

The broader implication is that these insights serve as a crystal ball into future technologies, revealing the skill and talent gaps they create — and urging businesses and organisations to take real action by prioritising training, valuing new skills, and aligning strategies accordingly.

🗂️ Repository Structure
Stack_Overflow_survey_story_telling/ │ ├── README.md # Project overview (this file) ├── requirements.txt # Python dependencies │ ├── data/ # [Raw data is not stored locally, see below for online link] │ ├── notebooks/ │ ├── 01_data_wrangling.ipynb │ ├── 02_visualisation.ipynb │ ├── 03_storytelling.ipynb │ ├── Bubble_visualisation.ipynb │ ├── Finding_Outliers.ipynb │ ├── Histogram_visualisation.ipynb │ ├── Pie.ipynb │ ├── Scatterplot_visualisation.ipynb │ └── Supp_data_reprocessing.html │ ├── dashboards/ │ └── dashboard.ipynb │ ├── results/ │ ├── figures/ │ │ ├── banner/ │ │ │ └── Banner_clear.png │ │ └── chart/ │ │ ├── boxplot_country.png │ │ ├── Bubble_language_sat.png │ │ ├── map_bar.png │ │ ├── Tree_hierachical.png │ │ ├── pie_AI_tools.png │ │ └── pie_top15_admiredlanguage.png │ └── summary_stats.csv │ └── scripts/ # Helper Python scripts

---

⚙️ Tools & Technologies

• Python: pandas, matplotlib, seaborn, scikit-learn
• IBM Cognos Analytics: interactive dashboards
• Jupyter Notebook: step-by-step exploration and documentation
• GitHub: version control and collaboration

---

📊 Dashboard & Visualisations

The interactive dashboard was created in IBM Cognos Analytics.
🔗 View Dashboard (PDF export)

Dashboard notebook:

• dashboard.ipynb (contains the dashboard visuals)

---

🚩 Banner

---

👀 Sneak Peek: Chart Highlights

Country-wise Distribution

Language Satisfaction (Bubble Chart)

Map Bar

Hierarchical Tree

AI Tools Usage (Pie Chart)

Top 15 Admired Languages (Pie Chart)

---

📁 Project Notebooks

• 01_data_wrangling.ipynb
• 02_visualisation.ipynb
• 03_storytelling.ipynb
• Bubble_visualisation.ipynb
• Finding_Outliers.ipynb
• Histogram_visualisation.ipynb
• Pie.ipynb
• Scatterplot_visualisation.ipynb
• Supp_data_reprocessing.html

---

🗃️ Data

• Raw survey data is not stored locally.
• Access the official Stack Overflow Developer Survey data here.

---

🤝 Contributing

Pull requests are welcome! For major changes, please open an issue first to discuss what you would like to change.

---

📫 Contact

• My GitHub
• LinkedIn
• Email

---

---

🚀 Setup

To run this project locally:

1. Clone the repository:

   git clone https://github.com/longchung90/Stack_Overflow_survey_story_telling.git
   cd Stack_Overflow_survey_story_telling

2. Install dependencies: pip install -r requirements.txt
3. Launch the Jupyter Notebook jupyter notebook Open the notebooks in notebooks/ or dashboards folders to explore the analysis and visualisations

---