The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Back to feedPost
Data Entry India BPO is recognized as a trusted provider of leading BPO outsourcing services India, delivering customized and high-quality data entry solutions to businesses across diverse industries. We are committed to providing accurate, reliable, and cost-effective data entry services within quick turnaround times. Our strong focus on quality and customer satisfaction has helped us maintain an exceptional client retention rate.
As a prominent offshore BPO service provider, we leverage advanced technologies and proven methodologies to ensure precise results without additional costs. Our team of experienced data entry professionals is dedicated to maintaining the highest standards of accuracy, efficiency, and data security in every project.
Being among the providers of leading BPO outsourcing services India, we help businesses gain valuable industry insights, streamline operations, and make informed decisions. Over the years, we have successfully supported both small and large organizations with their data management requirements, contributing to their growth and development. Guided by our philosophy, “Always deliver the most expected,” we consistently strive to exceed client expectations through dependable services and outstanding results.
CHAT WITH US
C/O Allianze BPO, SDF 17, Door No 2, 2nd Floor, Cochin Special Economic Zone (CSEZ) Kakkanad, Kochi - 682037 Kerala, India
The network for creativity
Join 1.25M professional creatives like you
Connect with clients, get discovered, and run your business 100% commission-free
Creatives on Contra have earned over $150M and we are just getting started
Related posts
💻 Hiring Data Entry Assistant!
Looking for motivated individuals with strong attention to detail and basic computer skills. Flexible hours, remote-friendly, and great for beginners. Apply now!
Is the job available ?
Data Cleaning and Sales Analysis
## Project Overview
This project demonstrates an end-to-end data cleaning and exploratory data analysis (EDA) workflow using Python.
The dataset was intentionally generated with multiple data quality issues to simulate real-world business scenarios commonly encountered by Data Analysts and Data Scientists.
---
## Objectives
- Identify data quality issues.
- Handle missing values.
- Remove duplicate records.
- Standardize mixed date formats.
- Perform exploratory data analysis.
- Generate business insights.
- Create visualizations for decision-making.
---
## Dataset Issues
The raw dataset contained several intentional problems:
- Missing values in `Qty`
- Missing values in `Harga`
- Duplicate transactions
- Mixed date formats
- Inconsistent category naming
---
## Data Cleaning Process
The following steps were performed:
1. Loaded and profiled the raw dataset.
2. Identified missing values and duplicate records.
3. Removed duplicate transactions.
4. Filled missing values using median imputation.
5. Investigated mixed date formats.
6. Built a custom date parser to standardize dates.
7. Saved the cleaned dataset.
---
## Results
### Before Cleaning
| Metric | Value |
|----------|---------|
| Total Records | 1009 |
| Missing Qty | 8 |
| Missing Harga | 5 |
| Duplicate Records | 10 |
# After Cleaning
| Metric | Value |
|----------|---------|
| Total Records | 999 |
| Missing Qty | 0 |
| Missing Harga | 0 |
| Duplicate Records | 0 |
| Failed Date Parsing | 0 |
---
## Business Insights
### Best-Selling Products
Kopi Arabica was the top-selling product, followed by Teh Hijau and Mouse.
### Sales by City
Bandung generated the highest sales volume, indicating strong market potential compared to Surabaya and Jakarta.
### Category Performance
Electronics dominated sales performance.
An inconsistency between `Makanan` and `makanan` was discovered, highlighting the importance of data standardization before analysis.
### Revenue
The total revenue generated was:
Rp 13,593,130,000
## Technologies Used
- Python
- Pandas
- NumPy
- Matplotlib
Trending
Claude
Claude has entered the design space. How are you using Claude Design?
Contra University
Learn from expert creatives how to earn more using next-gen AI tools.
MagicPath
The canvas is infinite, and exploration is becoming the workflow. How are you using MagicPath?
creativeaiflow
Creative AI workflows are evolving. What tools do you use, and what are their strengths and weaknesses?
freelancerlife
Freelancer life is wins, pivots, and everything in between. What’s yours right now?
