How is the algorithm of data analysis?
How is the algorithm of data analysis? The data analysis algorithm can be defined as a stepwise process and procedure that identifies, retrieves, and cleans data, followed by analysis and interpretation to draw out valuable conclusions and assist in decision-making. It is not an algorithm but rather a full workflow coupled with analytical methods. stage-by-stage data analysis algorithm. Define the problem Evidently define the question or the objective. Example: What is the cause of sales going down? Data collection Collect data in the form of databases, Excel spreadsheets, surveys, APIs, or logs. Data cleaning This is among the most significant measures: Remove duplicates Handle missing values Correct errors Standardize formats Good results come as a result of clean data. Exploratory data analysis (EDA) refers to a technique for examining data sets, particularly numerical data, aiming to identify patterns and trends that underpin conclusions about the data (Context Analytics, 2005...