What types of Gas Stations are in this dataset?

The dataset includes various types of gas stations in the UAE, primarily categorized by their associated tags such as "ADNOC Service Station," "Vehicle Inspection Centre," and other general fuel service providers. These stations may offer additional services like convenience stores, car washes, vehicle inspections, and electric vehicle (EV) charging, as inferred from the dataset’s tags, services, and properties columns.

Provincial Distribution of gas stations in UAE

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This figure visualizes the distribution and clustering of gas stations across the United Arab Emirates based on their geographic coordinates (latitude and longitude) and average rating (rate). Here's a description of the figure:

Distribution of Average Ratings Across Provinces in the UAE.

The pie chart visualizes the proportional distribution of gas stations across UAE provinces based on the number of stations in each province.

• Key Highlights:
  • Abu Dhabi
    • The largest slice, signifying the highest number of gas stations, indicates the province's extensive infrastructure to meet high vehicle demands.
  • Dubai:
    • The second-largest slice, showcasing a robust network of gas stations to serve its urban population and traffic volume.
  • Smaller Provinces:
    • Provinces like Umm al-Quwain and Fujairah have smaller slices, reflecting fewer gas stations, likely due to lower population density or demand.
• Insights:
  • The chart reveals a concentration of gas stations in urban areas like Abu Dhabi and Dubai, while smaller provinces may represent opportunities for expansion or additional infrastructure development.
  • The even coloring of slices suggests consistently high average ratings across all provinces, indicating strong service quality throughout the UAE.

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This bar chart displays the sum of reviews for gas stations across different provinces in the UAE, sorted in ascending order. The smallest bar corresponds to Umm al-Quwain, which has the fewest reviews (around 7,167), indicating a limited number of gas stations or lower engagement compared to other provinces. Fujairah and Ras al-Khaimah follow with slightly higher numbers, reflecting a modest presence of gas stations or customer interactions.

On the other end of the chart, Dubai stands out with the highest sum of reviews (approximately 400,739), highlighting its significant infrastructure and higher customer activity. Abu Dhabi and Sharjah also have substantial review counts, indicating their importance as major urban centers. The chart emphasizes the disparity in customer engagement or gas station density between smaller provinces like Umm al-Quwain and larger, more populous areas such as Dubai and Abu Dhabi.

Average Traffic Score by Province

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This bar graph visualizes the average traffic score for gas stations across different provinces in the UAE. Each bar represents a province, with the height indicating the average traffic score calculated from the dataset. The provinces are presented in ascending order based on their average traffic score, allowing for a comparative analysis.

The chart shows that Umm al-Quwain has the lowest average traffic score, while Dubai has the highest. Other provinces, such as Ajman, Fujairah, and Sharjah, exhibit intermediate scores, highlighting relatively consistent traffic levels across the provinces. The relatively small variation in average scores suggests that gas stations across the UAE experience fairly uniform traffic conditions, with Dubai and Abu Dhabi slightly outperforming smaller provinces due to their larger populations and higher vehicle density.

This graph provides valuable insights for decision-makers in infrastructure and operations, identifying areas with potentially lower usage that may benefit from targeted interventions or additional resources.

Gas Stations With and Without Phone Numbers by Province

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The bar chart visually represents the distribution of gas stations across various provinces and highlights the availability of phone numbers for each. Each province is displayed along the x-axis, while the y-axis shows the count of gas stations.

The provinces are listed in ascending order of total rows, starting with Umm al-Quwain and culminating with Dubai, which has the highest number of gas stations. The blue bars indicate gas stations with phone numbers ("Has Phone"), and the black bars represent those without phone numbers ("Without Phone").

Key insights include:

• Dubai leads with the highest total count of gas stations (1,198), with 980 having phone numbers and 218 lacking them.
• Abu Dhabi follows as the second highest, with 883 gas stations, 628 of which have phone numbers.
• Smaller provinces like Umm al-Quwain and Fujairah have much lower counts, with 86 and 109 gas stations, respectively.
• Across all provinces, there is a significant disparity between the number of stations with phone numbers and those without, with most provinces having the majority of their gas stations listed with phone numbers.

This chart effectively conveys the distribution and accessibility of gas stations by province, providing a clear overview of data availability in this sector.