09/07/2026
Hello, Greetings from the WLH Education Team.
WLH Education, our team has developed a new application (website application) named "WLHE Business Model" with R Programming Language with Shiny packages and frameworks.
What it is:
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WLHE Business Model is the application that produces equation models for the business from the provided data, which, of course, is applicable for current and future business targets or outcomes.
So What:
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With the business model insights from this WLHE Business Model application, these allow users:
- to forecast or estimate what the business with max profits looks like in the future
- to know the most responsive factor to the desired business target
- to know the least responsive factor to the desired business target
- to know the pattern of recommended data distribution against current data distribution, which then helps users to align data allocations effectively
- to prioritize and allocate more budget, time, and resources on the known most responsive factor rather than on not knowing or applying resources on non-responsive ones
What Next:
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Knowing what MATTERS MOST for your business TECHNICALLY makes you feasible in the future for:
>> Data collections
>> Data Management
>> Data Analysis
>> Data Validations
>> Data Verifications
>> Data-driven decision-making
>> Data Quality Assurance
>> Data Entries
>> Data Compilings
>> Data Preparations
To Whom is this Applicable for:
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>> Business Companies
>> Business Organizations
>> University Students
>> Research Students
>> Individuals
Where is this Applicable for:
======================
>> Data Science
>> Business & Marketing
>> Economic Forecasting
>> Anomaly Detection
>> Monitoring & Evaluation (M&E)
>> Monitoring, Evaluation, Accountability & Learning (MEAL)
So How:
=======
The application or Website can be reached via:
https://wlheducationmyanmar.shinyapps.io/WLHEBusinessModel/
The application is available on Android via:
https://www.dropbox.com/scl/fi/abrobw8uehqje6ykyvutj/WLHE_BusinessModel.apk?rlkey=s7ll6dpzouiksqh3tb9v4vps6&st=ncxd2ss6&e=1&dl=1
Based on the provided data, users can understand the above situations through the following types of models and insights.
(1). The "Simple Business Model", the Freemium business model with the simplest usage, meaning it is easy to use as there is only one parameter to consider, with Moderate model performance. This model enables the business to "Summarize the business data provided with one factor/data".
>> Y = Alpha + X1
>> Accuracy or Performance: 65%
>> Difficulty Level: Simplest
>> Availability: At once from the application after data input
(2). The "Final Business Model", the Freemium business model with MAX accuracy, which allows users to attain their business performance in combined effects when resources, time, and budget, usage levels are not limited. The Equation Model for this business looks like:
>> Y = Alpha + X1 + X2 + X3 + X4 + X5 + X6
>> Accuracy or Performance: 80%
>> Difficulty Level: Max to Moderate
>> Availability: At once from the application after data input
(3). The "FOI Business Model", the Premium business model backed by Statistically Significant Features, with Moderate to Max accuracy, with the ability to get max accuracy with simple usage. The Equation Model for this business looks like:
>> Y = Alpha + X2 + X3 + X6
>> Accuracy or Performance: 70%
>> Difficulty Level: Moderate to Simplest
>> Availability: with HTML Download file after purchasing the service
>> File includes: the business model, recommended data distribution in the future, and an example on how to use the model
(4). The "Influential Business Model or Outlier Model", the Premium Business Model allows users to occupy UNUSUAL situations or patterns such as 1 out of 10, to make profit from such occasions. The patterns occur and this business model only appears if the data size is large. This Business Model should be like:
>> Y = Alpha + X1 + X2 + X3 + X4
>> Accuracy or Performance: Varied based on data
>> Difficulty Level: Varied based on data
>> Availability: with HTML Download file after purchasing the service
>> File includes: the business model, recommended data distribution in the future, and an example on how to use the model
(5). The "Customized Business Model", the Premium Business Model where users prioritize data or factors based on their ease of data availability, management, allocation, or verification aligned with their available resources and time rather than generated results. This Business Model should be like:
>> Y = Alpha + X1 + X5 + X6
>> Accuracy or Performance: 40 - 60%
>> Difficulty Level: Moderate to Simplest
>> Availability: with HTML Download file after purchasing the service
>> File includes: the business model, recommended data distribution in the future, and an example on how to use the model
