Data analysis and visualization * I will gathering data for your project from different sources. *Assess these collecting data and recommend cleaning steps for it according to the goal of data analysis project. *Made cleaning process for these data to make it easy to analyze and useful for any other analysis in future. *Made a full analysis for your project to answer project questions . *Produce some visualization for some indicating points. * I will use python programming language to implement this project during a specific period of time. I made some data analysis project for example ,and not as limited *Data analysis for stock itemsa supermarket in early Egypt. *Data analysis for WeRateDogs account in Twitter.