A detailed database containing essential information on ~10,000 convenience stores across Riyadh., tailored for industry professionals to enhance infrastructure planning, market analysis, and strategic development.
Access vital statistics crucial for convenience store decision-making in Riyadh, including store counts, contact details, ratings, reviews, and traffic scores.
Take a glimpse at the data structure and the type of information provided, showcasing sample entries of convenience stores.
Access vital statistics crucial for convenience store decision-making in Riyadh, including store counts, contact details, ratings, reviews, and traffic scores.
How can this dataset benefit you?
Businesses can use this data to identify underserved areas in Riyadh where convenience stores are scarce but demand is high. By analyzing geographic data, population density, and traffic trends, companies can strategically expand their store networks to maximize customer reach and profitability. Additionally, demographic trends from district-specific data can help tailor store services and product offerings to the preferences of the local population.
The dataset’s rich information on ratings, reviews, and services allows businesses to understand customer preferences and pain points better. Companies can analyze this feedback to improve store offerings, streamline operations, and resolve common complaints. For instance, stores with lower ratings could focus on addressing service deficiencies, while high-performing stores might replicate their successful strategies across other locations.
By utilizing traffic scores and visitation trends, businesses can optimize their operational efficiency. Stores can adjust staffing levels during peak hours, plan inventory to match demand patterns, and introduce promotions tailored to high-traffic periods. Weekly and daily trends, such as meal-related traffic, also provide insights into customer behavior, enabling businesses to align their schedules and offerings with consumer habits.
There are approximately 10,000 convenience stores in Riyadh, reflecting a broad and varied landscape of retail outlets catering to a wide range of consumer needs throughout the city. This significant number underscores the extensive retail infrastructure in place to support the daily needs of Riyadh's population, highlighting both the scale and the importance of convenient access to essential goods and services.
The dataset includes a wide range of convenience store types, such as grocery stores (general, Asian, Indian, and more), bakeries, coffee shops, candy and chocolate stores, pharmacies, and supermarkets. Additionally, it covers specialty stores like butcher shops, fruit and vegetable markets, spice stores, and organic food stores, along with related establishments like gas stations, cafes, and small-scale retail outlets.
The table highlights tagging patterns for different types of stores, with "Grocery store" and "Supermarket" being the most frequent. Arabic terms also appear prominently, reflecting an Arabic context. The presence of both general and specific tags suggests varied user preferences and potential overlaps in how terms are applied. This insight can inform strategies for standardizing tags or improving search functionality.
Most stores have traffic scores concentrated between 20 and 50, with a peak in the 30–40 range. Fewer stores have scores below 20 or above 60, suggesting a skewed distribution where the majority of stores experience moderate traffic levels. This data provides insight into typical store performance and highlights traffic variability among locations.
The majority of ratings fall between 3.5 and 4.5, with the highest concentration in the 3.5–4.0 range, indicating that most stores have above-average ratings. Ratings below 2.5 are relatively rare, showing a skew toward higher scores. This distribution highlights a generally favorable perception of stores in Riyadh, with only a small portion receiving low ratings.
Out of a total of 10,606 records, 6,354 establishments have phone numbers, accounting for approximately 59.9% of the total. Meanwhile, 4,252 establishments, or about 40.1%, do not have phone numbers. This highlights a significant gap in contact information for a substantial portion of healthcare establishments.
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