If you're looking for a quick, robust, and efficient data wrangling service, then you have come to the right place. I will do the data wrangling steps for you, just provide me with the main guidelines and I'll first Gather the data for you from any source that matters, Gathering data is a very important step that is often neglected by other data analyst due to it's lengthy process, but with me be sure that I'll follow every trail to cover the whole story! Next after collecting the data, it is most probably unpleasant to look at to say the least, there will be many quality issues including missing data, misspelling, inconsistency, inaccuracy or even invalid values, other issues are tidiness issues. These issues have be assessed hands-on ASAP visually or programmatically so that the subsequent steps leads to better results. Next steps will be cleaning of the messy data, It starts with defining clear steps for the processes to be applied on the data sets, after that will be the applying of these steps and testing them, this is an iterative process as it needs recursion till you meet the desired results. After cleaning the data, now we have the source for correct analysis and strong insights, so after that I'll derive useful insights from the data, and giving clear and thoughtful visualizations that delivers the idea. *** You will receive these items: - I'll provide the code used along with all of the work done in a notebook document format(.ipynb) or any other desired format, provided with comments and markup whenever necessary. - Clean data will be stored in comma separated files (.csv) or database files. - Visualizations and charts will be provided as separate picture files. - Two reports describing all the procedure including the data wrangling process, and the analysis and visualization process. -I'm open for comments any time.