we 're here to supply your data analysis, reporting & visualization process. - Data Gathering (Different Formats Excel, Csv, Tsv and etc.) from different sources (Data Bases, API, Downloaded files). - Data Assessment to check the quality and structural tidiness of your data set (This step is discussable) as we investigate dirtiness in the data like missing data, duplicates, inaccurate data, invalid data, inconsistent data ; and usually we revert you to technically advise about the effect of removing or fixing some data based on your industry. In this step will investigate your data structure to make sure that each variable is represented in a column, each observation in a row and each type of observation is in a separate table to deliver you an accurate and trusted data analysis as much as we can. - Data cleaning where we are going to solve all the investigated issues we found in previous step. Handle all quality and tidiness issues. - EDA where we show you patterns and trends, relationship between attributes and build basic intuition. - Building Conclusion: we report our data analysis conclusions using a fantastic graphs and visualizations.