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US-20260127671-A1 - SYSTEMS AND METHODS FOR MARKET ANALYSIS

US20260127671A1US 20260127671 A1US20260127671 A1US 20260127671A1US-20260127671-A1

Abstract

A system for automating financial due diligence processes for a real estate property is disclosed, including at least one user computing device in operable connection with a user network. An application server is in operable communication with the user network to host an application program for enabling the automation of financial due diligence for a real estate property. An advanced search engine searches a property listing database and displays a plurality of properties meeting at least one input related to a financial data metric. An assumption module receives a plurality of assumptions from a real estate property listing and a plurality of real estate data. A financial modelling module generates a plurality of models using the plurality of assumptions. A scoring and analysis module calculates a score associated with the real estate property which is displayed on a property listing interface to indicate a potential value of the real estate property.

Inventors

  • Yurek Vazquez

Assignees

  • Yurek Vazquez

Dates

Publication Date
20260507
Application Date
20241101

Claims (20)

  1. 1 . A market analysis system, comprising: at least one user computing device in operable connection with a user network; an application server in operable communication with the user network, the application server configured to host an application program for market analysis, the application program including a processor to execute instructions stored in a memory, the processor operable to: analyze a plurality of market data; determine, based on the analysis of the plurality of market data, a market strength and an asset strength; determine, based on the market strength and the asset strength, longs and shorts; and generate a dashboard displaying on a screen the market strength, the asset strength, the longs, and the shorts.
  2. 2 . The system of claim 1 , wherein the market data is available for analysis without user intervention.
  3. 3 . The system of claim 1 , wherein the asset strength is a currency strength.
  4. 4 . The system of claim 1 , further comprising a prediction tool to autonomously analyze a plurality of market conditions and correlations to determine or predict a market trend.
  5. 5 . The system of claim 4 , wherein the prediction tool applies a trading algorithm to the plurality of market data.
  6. 6 . The system of claim 5 , further comprising a user experience module in operable communication with a data visualization submodule to enable the display of data and graphics related to the plurality of market data or one or more markets.
  7. 7 . The system of claim 6 , wherein the data visualization submodule receives a plurality of prediction data from the prediction tool.
  8. 8 . The system of claim 7 , further comprising a community module to receive a plurality of trading information from one or more third-party users and to assign a value to information provided thereby.
  9. 9 . The system of claim 8 , further comprising an education submodule to provide a plurality of educational content.
  10. 10 . The system of claim 9 , further comprising a profit-sharing submodule to enable the communication between two or more users.
  11. 11 . A market analysis system, comprising: at least one user computing device in operable connection with a user network; an application server in operable communication with the user network, the application server configured to host an application program for market analysis, the application program including a processor to execute instructions stored in a memory, the processor operable to: analyze, via a prediction tool operating a trading algorithm, a plurality of market data; determine, based on the analysis of the plurality of market data, a market strength and an asset strength; determine, based on the market strength and the asset strength analyzed by the prediction tool, one or more longs and one or more shorts; and generate, via a data visualization submodule, a dashboard displaying on a screen the market strength, the asset strength, the longs, and the shorts.
  12. 12 . The system of claim 11 , wherein the asset strength is a currency strength.
  13. 13 . The system of claim 12 , wherein the prediction tool receives the plurality of market data from one or more data sources to determine the one or more longs and the one or more shorts.
  14. 14 . The system of claim 13 , wherein the prediction tool applies a trading algorithm to the plurality of market data, and wherein the trading algorithm is used via the visualization submodule to display: a risk-on index and a risk-off index; a target asset alongside a negative correlation and a positive correlation; past performance and trend in a relative rotation graph, and a COT report.
  15. 15 . The system of claim 14 , further comprising a user experience module in operable communication with a data visualization submodule to enable the display of data and graphics related to the plurality of market data or one or more markets.
  16. 16 . The system of claim 15 , wherein the data visualization submodule receives a plurality of prediction data from the prediction tool.
  17. 17 . The system of claim 16 , further comprising a community module to receive a plurality of trading information from one or more third-party users and to assign a value to information provided thereby.
  18. 18 . The system of claim 17 , further comprising an education submodule to provide a plurality of educational content.
  19. 19 . The system of claim 18 , further comprising a profit-sharing submodule to enable the communication between two or more users.
  20. 20 . A method for automating market analysis, the method comprising the steps of: analyzing a plurality of market data, wherein the market data is available without intervention from a user; determining market conditions based on the market data; determining, based on the market conditions, a market strength and an asset strength; determining, based on the market strength and the asset strength, one or more longs and one or more shorts; generating, via a display module, a dashboard displayed on a display to illustrate the market strength, the asset strength, the one or more longs, and the one or more shorts. inputting the plurality of assumptions into a financial analysis model operated via a financial model module; utilizing the financial analysis model to generate a plurality of financial analysis information; calculating, via a scoring module, a score; associating the score with the real estate property; and displaying the score on a property listing interface.

Description

CROSS-REFERENE TO RELATED APPLICATIONS The present application claims priority to U.S. Provisional Application No. 63/536,246 filed Sep. 1, 2023, titled “MARKET ANALYSIS SYSTEM,” which is hereby incorporated by reference in its entirety. TECHNICAL FIELD The embodiments disclosed herein generally relate to analysis and prediction of markets, and more particularly relate to automated prediction and centralization of market information via amalgamation and correlation of market data. BACKGROUND Despite the currently available trading tools, traders often have to spend significant amounts of time learning how to use one or more trading tools. Furthermore, trading tools are not customized for users to quickly engage in either trading or learning about markets and trading, as they need to be customized by the user. Even when the tool is customized by a user, the user still needs to engage with the tool to find information, make assessments, and otherwise engage in all typical activities that involve trading. Often, the information needed by the trader is accessible only outside of the trading tool platform. As time goes on, and the more trades that are made, the higher the chance of mistakes in trading (including failing to trade when an opportunity presents itself) due to human error and decision fatigue. There is a need in the market for a trading tool that consolidates information about one or more markets and/or one or more commodities and immediately informs and/or educates traders, without user intervention, about the market without the need of tool customization. SUMMARY OF THE INVENTION This summary is provided to introduce a variety of concepts in a simplified form that is further disclosed in the detailed description of the embodiments. This summary is not intended for determining the scope of the claimed subject matter. The embodiments provided herein relate to a market analysis system including a memory to store information associated with a user, wherein the stored information includes market data. A process executes instructions stored in the memory, wherein the processor is operable to analyze market data which is available for analysis without intervention from the user. Based on the analysis of the market data, the processor determines a market strength and an asset strength. Based on the market and asset strength, the processor determines longs and shorts within the market and generates a dashboard displaying on a screen the market strength, asset strength, the longs, and the shorts. A system of one or more computers can be configured to perform particular operations or actions by virtue of having software, firmware, hardware, or a combination of them installed on the system that in operation causes or cause the system to perform the actions. One or more computer programs can be configured to perform particular operations or actions by virtue of including instructions that, when executed by data processing apparatus, cause the apparatus to perform the actions. In one general aspect, a market analysis system includes a computer or computing device operating an application. The application has three components or modules: first, a dashboard; second, a fully automated prediction tool that autonomously and without user intervention analyzes market conditions and determines or predicts trends in the market; and third, a user experience module. The dashboard centralizes and displays information from one or more markets (for example, all-major-markets). In some embodiments, the dashboard centralizes and displays information from the correlation among two or more markets The prediction tool, autonomously and without user intervention, analyzes market conditions and correlations to determine or predict trends in the market or markets. The user experience module includes a data visualization submodule, education submodule, a community submodule, and a profit-sharing submodule. The data visualization submodule enables the display of data and graphics related to market data or one or more markets. The community submodule connects and weights trading ideas from groups of users. The education submodule includes courses and learning content for users. The profit-sharing submodule enables outreach from groups of users to other users and non-users. In one general aspect, market analysis system may include a memory to store information associated with a user, where the stored information includes market data. Market analysis system may also include a processor to execute instructions stored in memory, where the processor is operable to: analyze the market data, where the market data is available for analysis without intervention from the user; based on the analysis of the market data, determine a market strength and a commodity strength; based on the market strength and the commodity strength, determine longs and shorts; and generate a dashboard displaying on a screen the market strength, the commodity strength,