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52 changes: 52 additions & 0 deletions LICENSES/license.txt
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@@ -0,0 +1,52 @@
# Project Icon Licenses

This project uses the following icons:

1. **Traditional Food Icon**
- Source: [www.freepik.com](https://www.freepik.com/icon/kao-neow-moo-yang_5559718#fromView=search&page=1&position=21&uuid=9d4308bb-f2c5-4d31-aa40-efbea4185409?log-in=google)
- License: Free PNG
- Author: Unknown

2. **International Cuisine Icon**
- Source: [www.flaticon.com](https://www.flaticon.com/free-icon/globe_11371078)
- License: Free for personal and commercial purpose with attribution
- Author: Paul J. Others

3. **Seafood Icon**
- Source: [www.svgrepo.com](https://www.svgrepo.com/svg/406100/lobster)
- COLLECTION: Twemoji Emojis
- LICENSE: MIT License
- AUTHOR: Twitter

4. **Fast Food Icon**
- Source: [www.svgrepo.com](https://www.svgrepo.com/svg/434208/pizza)
- COLLECTION: Sensa Emoji Vectors
- LICENSE: PD License
- AUTHOR: Sensa

5. **Street Food Icon**
- Source: [www.svgrepo.com](https://www.svgrepo.com/svg/277244/hot-dog-street)
- COLLECTION: City 15
- LICENSE: CC0 License
- UPLOADER: SVG Repo

6. **Buffet Icon**
- Source: [www.svgrepo.com](https://www.svgrepo.com/svg/251535/catering-buffet)
- COLLECTION: Restaurant 8
- LICENSE: CC0 License
- UPLOADER: SVG Repo

7. **Desserts/Sweets Icon**
- Source: [www.svgrepo.com](https://www.svgrepo.com/svg/418391/dessert-donut-doughnut)
- COLLECTION: Fastfood And Drink Vectors
- LICENSE: CC Attribution License
- AUTHOR: konkapp

8. **Cafe/Bakery Icon**
- Source: [www.svgrepo.com](https://www.svgrepo.com/svg/94070/espresso)
- COLLECTION: Coffee Shop 3
- LICENSE: CC0 License
- UPLOADER: SVG Repo


For more details, visit the respective sources.
18 changes: 9 additions & 9 deletions flake.lock

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125 changes: 82 additions & 43 deletions presentations/3-culinaryfacilities.md
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Expand Up @@ -21,27 +21,49 @@ Hefni Rae R. A.
![bg left](../img/interns/hefni-raera.png)

* Intern at **Kartoza**
* Bachelor of Engineering, majored in Geodetic Engineering
* Currently exploring GIS with a growing interest in open-source GIS. Passionate about GIS and map styling.
* B. Eng (Geodetic Engineering)
* Exploring (open source) GIS

---

## ⚙️ Tools Used
## 🍽️ Why Culinary Mapping?

| | |
|-------------------|---------------------|
| QGIS | pgAdmin |
| QFieldCloud | VS Code |
| PostgreSQL/PostGIS| Marp |
| | Git and GitHub |
* Food = lifestyle
* Many spots still unmapped
* GIS shows access with isochrones
* Support better choices

---

## ❓ Analysis Problem

* Which places can be reached within 1 to 10 mins?
* Which ones have low price, high rating, Wi-Fi, indoor seating, are Cafes/Bakeries, reachable within 8 mins?

---

## 🧭 Project Workflow

![bg contain left](../img/culinaryfacilities-flowchart.png)

---

## 🧱 The Model

---

![bg](../img/culinaryfacilities-erd.png)
![bg contain](../img/culinaryfacilities-erd.png)

---

## ⚙️ Tools Used

| | |
|-------------------|---------------------|
| QGIS | pgAdmin |
| QFieldCloud | VS Code |
| PostgreSQL/PostGIS (SQL)| Marp (Markdown) |
| | Git and GitHub |

---

Expand All @@ -53,64 +75,74 @@ Hefni Rae R. A.

---

![bg contain](../img/culinaryfacilities-formsqgis2.png)

---

![bg contain](../img/culinaryfacilities-forms.png)

---

## 🏞️ Field Collection

> Data collected in the field using mobile GIS apps and GPS-enabled devices.
> Collected using QField on a Samsung phone with GPS.
![bg left](../img/culinaryfacilities-field.png)

---

## 🗺️ Collection Results

* **Total features collected:**
* Points: 80
* **Features collected:** 80 points
* **Area covered:** 15 km²

![bg right](../img/culinaryfacilities-collection.png)

---

## ❓ Analysis Problem

* How can we determine culinary facilities that are reachable within a specific travel time from a starting point?
* Which culinary facilities that can be reached within 8 minutes and offer the best combination of **low price**, **high ratings**, specific **facilities** like Wi-Fi and indoor seating, and specific **category** like Cafe/Bakery?
![bg contain](../img/culinaryfacilities-collection.png)

---

## ⚙️ Methodology

---

![bg contain](../img/culinaryfacilities-model.png)

---

![bg contain](../img/culinaryfacilities-model2.png)

---

![bg contain](../img/culinaryfacilities-model.png)
![bg contain](../img/culinaryfacilities-model3.png)

---

## 📊 Results - 1
![bg contain](../img/culinaryfacilities-expression.png)

![bg left](../img/culinaryfacilities-results1.png)
---

Isochrones showing location of culinary spots relative to travel time from the center.
## 📊 Results - 1

Isochrones show culinary spots that can be reached within 1 to 10 minutes from the starting point.

---

![bg right](../img/culinaryfacilities-results2.png)
![bg contain](../img/culinaryfacilities-results1.png)

---

## 📊 Results - 2

* **Price Range:** 1.000–50.000
* **Price Range:** 1.000–60.000
* **Rating:** above 4.5
* **Facilities:** Indoor Seating, Wi-Fi
* **Category:** Cafe/Bakery
* **Travel Time:** 8 minutes
* **Travel Time:** 8 mins

---

![bg contain](../img/culinaryfacilities-results2.png)

---

Expand All @@ -123,13 +155,9 @@ Isochrones showing location of culinary spots relative to travel time from the c
## 💡 Insights

* Top categories with high ratings

| fid | category name | average rating |
|-----|-------------------------|-------------------|
| 1 | Desserts/Sweets | 4.61 / 5 |
| 2 | International Cuisine | 4.58 / 5 |
| 3 | Buffet | 4.55 / 5 |

* Desserts/Sweets
* International Cuisine
* Buffet
* Most common facility: Parking Area (69)
* Most common category: Traditional (27)

Expand All @@ -139,21 +167,32 @@ Isochrones showing location of culinary spots relative to travel time from the c

If I had more time, I would:

* Develop a specific travel mode for motorcycles to better represent real conditions, possibly using custom routing technology.
* Improve the model so users can select facilities and categories using dropdowns connected to the lookup table, ensuring updates are reflected automatically.
* Increase the study area and collect more data to improve the analysis.
* Develop a specific travel mode for motorcycles
* Improve the QGIS processing model
* Increase the study area and collect more data

---

## 🧳 My Internship Experience

### Highlights

* ✅ Mastered QGIS and explored various GIS tools and workflows
* 🔍 Contributed to impactful projects
* 🌟 Improved problem-solving, adaptability, and critical thinking
* ⏰ Enhanced time management while balancing multiple tasks and responsibilities
* 🌍 Improved English communication skills through professional and collaborative engagements
* ✅ Learned QGIS and GIS tools
* 🔍 Impactful projects
* 🌟 Problem-solving, adaptability, and critical thinking
* ⏰ Time management

---

## 🌟 Bonus Creations: What Else I Made

---

![bg contain](../img/hefni-simpleafricamap.png)

---

![bg contain](../img/hefni-bobross.png)

---

Expand All @@ -162,4 +201,4 @@ If I had more time, I would:
| | |
|--------|----------------------------------|
| 👤 Hefni Rae R. A. | 💼 [github.com/hefniraera](https://github.com/hefniraera) |
| 📧 [hefniraera17@gmail.com](mailto:hefniraera17@gmail.com) | 🔗 LinkedIn [linkedin.com/in/hefniraera](https://www.linkedin.com/in/hefniraera/) |
| 📧 [hefniraera17@gmail.com](mailto:hefniraera17@gmail.com) | 🔗 [linkedin.com/in/hefniraera](https://www.linkedin.com/in/hefniraera/)|