Data Analysis and Data Cleansing 📊

Lauren Pembridge

0

Data Entry Specialist

Data Analyst

Google Drive

Google Sheets

Microsoft Excel

Overview

I worked on cleansing and organising customer data using Excel. My focus was to improve the accuracy and efficiency of the dataset. I created a reliable and easy-to-manage dataset for further analysis and decision-making.

Objectives

Cleanse customer data to resolve issues such as missing values, formatting inconsistencies, and errors.
Improve the accuracy of the data so it can be used reliably in future analysis.
Organise the data for efficient use by staff and stakeholders, ensuring it can be easily updated and maintained.

Challenges

Working with customer data in different formats required careful attention and corrective action.
Managing multiple data sources to be merged and standardised to create a consistent dataset.
Ensuring the cleansed data was aligned with stakeholders' requirements, including project managers, directors, and managers, to meet their analytical needs.

Solution

Utilised VLOOKUP and conditional formatting to identify discrepancies, correct errors, and standardise entries across the dataset.
Applied quality checks and "sense checks" to ensure the data made sense and aligned with the intended analysis.
Structured the cleansed data in a format that made it easy for staff to update, manage, and reference, enabling quick issue identification.

Results

Data accuracy improved, creating a true and accurate record that stakeholders could rely on. I streamlined data management, making it easier for staff to maintain and update customer information. Ensuring the data was well-organised and aligned with business needs enabled faster decision-making and issue identification.
Like this project
0

Posted Dec 4, 2024

Organising and cleaning data with Excel, ensuring accuracy, consistency, and actionable insights for better decisions.

Likes

0

Views

13

Tags

Data Entry Specialist

Data Analyst

Google Drive

Google Sheets

Microsoft Excel

System Onboarding and Training 📚
System Onboarding and Training 📚
Policy Writing and Proofreading 📑
Policy Writing and Proofreading 📑
Squarespace Design 🌟
Squarespace Design 🌟
Customer Feedback and Insights 🪄
Customer Feedback and Insights 🪄