DATA WRANGLING PROJECT

This project is aimed at data wrangling, documenting wrangling process in Jupyter Notebook using the define,code test frame-work and showcasing them through analyses and visualization using Python libraries (Numpy, Pandas, Matplotlib, Seaborn) amd wordcloud generation to get the visual representaion of the dog breed text data. Queried the data from Twitter API using Tweepy and merging with other file format like JSON.Carried out both visuals and programmatic assessment to detect and solve data quality and tididness issues.

EXPLORATORY DATA ANALYSIS

Carried out an exploratory data analysis on a loan dataset. Used Python data science and data visualization libraries to explore the dataset’s variables and understand the data’s structure, oddities, patterns, relationships among variables which was useful in creating summary of insight.

EXCEL

Covid Dashboard

Identifies the cummulative total cases, death cases, top five prevalent countries in the world from Jan 2020 to June 2022. This project utilizies the following function such as pivot table to create breakdowns, slicers for interactivity, Graphing to provide visualization such as line chart, bar chart, Formatting of table e.t.c