Hobby Lobby continues to expand its namesake store portfolio. If BHX desires to strengthen the network by increasing the coverage with a distance of 500-meters, the company can consider some of the highlighted areas included in the figure below for further store opening.When deep-diving into HCMC store networks and location, I followed three steps:As a result, this line chart presents the percentage of area in HCMC that is within a given distance between 100 meters and 1km for store network from VinMart, BHX, CircleK, CoOp (including Coopfood and Coopsmile), Satra and other retail brands in HCMC.In the previous part, I reviewed the stores' footprint from major retail brands in Vietnam across the country and used the clustering technique to find the provinces that should be considered as attractive markets for expansion. Compared to January 2015, the average square footage for Supercenters decreased, while regular Walmarts and Neighborhood Markets saw a net increase.Start your day off with our weekly digest.Wield the web as data to outsmart competitorsWalmart had an earnings beat backed by e-commerce gains, and alternative data shows another angle of how its succeeding during the Retail Apocalypse.Start your day off with our weekly digest.Meanwhile, the average square footage of an "eCommerce Acquisition Store" dwarfs that of even a Neighborhood market; 1,960.02 square feet compared to 41,935.30.One of Walmart's biggest competitors today now has over a thousand openings for warehouse and order fulfillment positions, which is a trend that further rationalizes the company's decision to focus on smaller stores and its online presence.Join the businesses who have begun to edge out competitors by scouring the web for alternative data.Amazon job openings that contain the word "fulfillment center" — which filters in positions that direct relate to how Amazon processes and ships out orders — ramped up significantly, nearly doubling since July 2018. In 2018, the arts and craft retailer opened 54 stores and undertook 20 store relocations. The basic question is what are brand footprints? It depends on the company strategy and goals in the market.For example, the figure below addresses the geographic gap in the BHX store network. According to 2017 estimated median income data, Walmarts tend to be in more expensive zip codes, Neighborhood Markets are in the middle, and Supercenters are in lower income zip codes. Here's an alternative data riddle: what can both grow and shrink at the same time?
This process is widely used for forecasting or for predicting something. Walmart had an earnings beat backed by e-commerce gains, and alternative data shows another angle of how its succeeding during the Retail Apocalypse. For example: with Vinmart (a network of both supermarket and convenient stores), I explored different visualizations as follow:To compare the geographical coverage of the store network from different brands, I used the buffer function in geopandas to obtain the collection of all points within a given distance of each store in the same network.For this post, I will mainly discuss my findings for HCMC because of two main reasons: (1) HCM is the bigger market (considering the population, population density and average income per person between the two cities); and (2) Hanoi market was dominated by Vinmart stores and not many brands can compete against Vinmart (among retail stores in Hanoi, not including mom-and-pop shops, Vinmart stores makes up to 77%), while the opposite is true for HCMC.To further compare the coverage, I looked at the percentage of area in HCMC that is within a given distance (between 100 meters and 1 km) of each store from different brands, using the .intersect and .area function from geopandas.Are all gaps in the store footprint needed to be closed? Improving its sustainability, the company recently opened the first zero net energy store in Quebec City, Canada. While Maison Simons offers customers the latest trends in clothing, accessories, and home décor, it’s another trend that is gaining the brand attention and accolades. In an effort to reach different segments of the population, J. This can be explained by the fact that ~80% of VinMart stores located in the city center districts, while that number is only ~68% for BHX.
Learn more. We are also seeing companies re-think their footprint, as they expand with new retail concepts. Do brand identity or personality create a brand's footprint or this is interchangeable terminology?
In an age when emails, newsletters and online offers are all the rage, actually getting a real piece of paper in the -- hold onto your hat -- mail is a novelty. Methods to Be Followed by In-store Retail Analytics to Increase the Footprint: The dictionary meaning of Regression Analysis is to find a relationship between different variables. But as they are doing so, Amazon is already beefing up to stay ahead in the e-commerce race for the largest market share.Although Walmart continues to expand by sheer number of stores, the square footage of these locations is shifting over time according to its own data. Footprint definition is - an impression of the foot on a surface.
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