Graph and download economic data for Monthly State Retail Sales: Total Retail Sales Excluding Nonstore Retailers in California (MSRSCATOTAL) from Jan 2019 to Jun 2025 about retail trade, CA, sales, retail, and USA.

Graph and download economic data for Monthly State Retail Sales: Food and Beverage Stores in California (MSRSCA445) from Jan 2019 to Jun 2025 about beverages, retail trade, food, CA, sales, retail, and USA.

This statistic shows the revenue of the industry “retail trade“ in California by segment from 2012 to 2017, with a forecast to 2024. It is projected that the revenue of retail trade in California will amount to approximately ***** billion U.S. Dollars by 2024.

Graph and download economic data for All Employees: Retail Trade in California (SMU06000004200000001) from Jan 1990 to Aug 2025 about retail trade, CA, sales, retail, employment, and USA.

Monthly State Retail Sales: Total Retail Sales Excluding Nonstore Retailers in California was 2.90000 % Chg. from Yr. Ago in June of 2025, according to the United States Federal Reserve. Historically, Monthly State Retail Sales: Total Retail Sales Excluding Nonstore Retailers in California reached a record high of 82.40000 in April of 2021 and a record low of -33.90000 in April of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for Monthly State Retail Sales: Total Retail Sales Excluding Nonstore Retailers in California - last updated from the United States Federal Reserve on December of 2025.

Flower made up ******* of retail sales in California as of May 2024. Vapor pens and pre-roll were the second and third ranked category with sales share of ** percent and ** percent, respectively.

Monthly State Retail Sales: General Merchandise Stores in California was -1.20000 % Chg. from Yr. Ago in June of 2025, according to the United States Federal Reserve. Historically, Monthly State Retail Sales: General Merchandise Stores in California reached a record high of 178.30000 in April of 2021 and a record low of -30.10000 in May of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for Monthly State Retail Sales: General Merchandise Stores in California - last updated from the United States Federal Reserve on November of 2025.

Graph and download economic data for Retail Trade Earnings in California (CAERET) from Q1 1998 to Q2 2025 about earnings, retail trade, CA, sales, retail, and USA.

This statistic shows the number of wholesale and retail trade establishments in California from 2000 to 2008. In 2008, there were ****** wholesale trade establishments and ******* retail trade establishments in California.

Monthly State Retail Sales: Health and Personal Care Stores in California was 10.50000 % Chg. from Yr. Ago in June of 2025, according to the United States Federal Reserve. Historically, Monthly State Retail Sales: Health and Personal Care Stores in California reached a record high of 22.70000 in April of 2021 and a record low of -11.70000 in May of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for Monthly State Retail Sales: Health and Personal Care Stores in California - last updated from the United States Federal Reserve on November of 2025.

Monthly State Retail Sales: Food and Beverage Stores in California was 0.70000 % Chg. from Yr. Ago in June of 2025, according to the United States Federal Reserve. Historically, Monthly State Retail Sales: Food and Beverage Stores in California reached a record high of 22.10000 in March of 2020 and a record low of -8.50000 in November of 2023. Trading Economics provides the current actual value, an historical data chart and related indicators for Monthly State Retail Sales: Food and Beverage Stores in California - last updated from the United States Federal Reserve on November of 2025.

Monthly State Retail Sales: Clothing and Clothing Accessories Stores in California was 4.50000 % Chg. from Yr. Ago in June of 2025, according to the United States Federal Reserve. Historically, Monthly State Retail Sales: Clothing and Clothing Accessories Stores in California reached a record high of 118.80000 in March of 2021 and a record low of -97.00000 in April of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for Monthly State Retail Sales: Clothing and Clothing Accessories Stores in California - last updated from the United States Federal Reserve on October of 2025.

This statistic shows the revenue of the industry “miscellaneous store retailers“ in California from 2012 to 2017, with a forecast to 2024. It is projected that the revenue of miscellaneous store retailers in California will amount to approximately **** billion U.S. Dollars by 2024.

Monthly State Retail Sales: Motor Vehicle and Parts Dealers in California was 5.80000 % Chg. from Yr. Ago in June of 2025, according to the United States Federal Reserve. Historically, Monthly State Retail Sales: Motor Vehicle and Parts Dealers in California reached a record high of 109.50000 in April of 2021 and a record low of -37.60000 in April of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for Monthly State Retail Sales: Motor Vehicle and Parts Dealers in California - last updated from the United States Federal Reserve on November of 2025.

Dataset Descriptions This analysis involves three main datasets—Sales Data, Customer Data, and Shopping Mall Data—which provide information on transactions, customer demographics, and shopping mall characteristics. Each dataset contributes unique aspects that, when combined, offer valuable insights into sales patterns, customer behavior, and the impact of mall features on sales.

Sales Data: This dataset records transaction-level details for products sold across shopping malls. Key columns include:

invoice_no: Unique identifier for each transaction. customer_id: Identifier for the customer making the purchase. category: Product category (e.g., Clothing, Shoes). quantity: Quantity of each product purchased. invoice date: Date of transaction. price: Price of each product purchased. shopping_mall: Mall where the transaction took place. Purpose: Analyzing this dataset allows us to understand product sales across different malls and track how sales change over time or by category.

Customer Data: This dataset provides demographic details for each customer, including:

customer_id: Unique identifier for each customer. gender: Customer’s gender. age: Customer’s age. payment_method: Preferred payment method for transactions. Purpose: This dataset supports customer segmentation by demographics, such as age and gender, and helps identify spending patterns and payment preferences.

Shopping Mall Data: This dataset contains details of various shopping malls in California where the transactions occur. The columns include:

shopping_mall: Name of the mall. construction_year: Year the mall was established. area_sqm: Total area of the mall in square meters. location: City in California where the mall is located. stores_count: Number of stores within the mall. Purpose: This dataset provides context on mall attributes and enables analysis of how mall features—such as size, store count, and location—might influence customer traffic, sales, and purchasing behaviors.

Goal of Analysis The goal of analyzing this data is to uncover patterns and insights that can inform decisions for optimizing sales strategies, enhancing customer engagement, and understanding the effects of mall characteristics on customer behavior. By exploring connections among sales performance, customer demographics, and mall attributes, this analysis seeks to answer questions like:

Which mall characteristics (e.g., size, age, store count) are most strongly associated with higher sales volumes? How do customer demographics, such as age and gender, impact spending patterns across malls? What product categories are more popular in specific malls, and how does this vary with mall characteristics?

Expected Outcomes With this analysis, we aim to develop actionable insights into the sales dynamics in California's shopping malls, identify customer preferences by mall characteristics, and understand how mall attributes drive retail success. These insights can be valuable for mall operators, retailers, and marketing teams looking to improve customer experience, tailor product offerings, and maximize sales performance across different mall locations.

Graph and download economic data for Monthly State Retail Sales: General Merchandise Stores in California (MSRSCA452) from Jan 2019 to Jun 2025 about merchandise, general, retail trade, CA, sales, retail, and USA.

Monthly State Retail Sales: Electronics and Appliance Stores in California was 1.70000 % Chg. from Yr. Ago in June of 2025, according to the United States Federal Reserve. Historically, Monthly State Retail Sales: Electronics and Appliance Stores in California reached a record high of 167.80000 in April of 2021 and a record low of -58.00000 in April of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for Monthly State Retail Sales: Electronics and Appliance Stores in California - last updated from the United States Federal Reserve on November of 2025.

This statistic shows the revenue of the industry “clothing and clothing accessories stores“ in California from 2012 to 2017, with a forecast to 2024. It is projected that the revenue of clothing and clothing accessories stores in California will amount to approximately **** billion U.S. Dollars by 2024.

This statistic shows the revenue of the industry “recreational vehicle dealers“ in California from 2012 to 2017, with a forecast to 2024. It is projected that the revenue of recreational vehicle dealers in California will amount to approximately ******* million U.S. Dollars by 2024.

Monthly State Retail Sales: Gasoline Stations in California was 0.30000 % Chg. from Yr. Ago in June of 2025, according to the United States Federal Reserve. Historically, Monthly State Retail Sales: Gasoline Stations in California reached a record high of 108.40000 in April of 2021 and a record low of -39.00000 in April of 2020. Trading Economics provides the current actual value, an historical data chart and related indicators for Monthly State Retail Sales: Gasoline Stations in California - last updated from the United States Federal Reserve on November of 2025.