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Search: "pandas"

21 prompts matching "pandas"

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coding Beginner

Python Script - Read and Clean CSV

Write a Python script that: 1) Reads a CSV file using pandas, 2) Shows basic inf...

#coding #Python #CSV
👁 22 views
data Intermediate

Clean and Prepare Dataset - Python

Write Python code to clean and prepare a messy dataset for analysis. Handle: 1) ...

#data #Python #pandas
👁 22 views
data intermediate

Python Pandas: Data Cleaning and Transformation Workflow

I have a dataset ([CSV/Excel/database] file) with the following issues: [describ...

#Python #pandas #data cleaning
👁 20 views
data Beginner

ChatGPT prompt for cleaning messy CSV data before analysis

Act as a data analyst helping me prepare a messy CSV file for analysis. I will ...

#data #csv #data cleaning
👁 19 views
data Intermediate

Customer Segmentation Analysis with RFM Model

Help me perform customer segmentation using the RFM (Recency, Frequency, Monetar...

#RFM analysis #customer segmentation #data analysis
👁 18 views
data Advanced

Survey Data Analysis Pipeline with Python

Act as a data analyst. Write a complete Python pipeline to analyze survey data f...

#data #survey analysis #Python
👁 16 views
data intermediate

Python Pandas Advanced GroupBy and Aggregation Techniques

Demonstrate advanced Pandas GroupBy operations for [dataset type, e.g., sales tr...

#pandas #python #groupby
👁 16 views
data Intermediate

ChatGPT prompt for creating a data cleaning pipeline for messy CSV files

Act as a senior data engineer who specializes in data quality and ETL pipelines....

#data cleaning #csv #pandas
👁 14 views
coding Intermediate

Python Script to Parse and Analyze CSV Data

Write a Python script that reads a CSV file named "data.csv", performs analysis,...

#coding #python #csv
👁 14 views
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data Intermediate

Pandas Cleanup Pipeline for a Messy Real-World CSV

Below is a sample of a messy CSV (10 rows shown). Build a pandas cleaning pipeli...

#data #pandas #csv
👁 14 views
data intermediate

Data Cleaning Strategy and Python Script Generator

Help me clean and prepare a messy dataset for analysis. Dataset details: Data s...

#data #cleaning #python
👁 13 views
data intermediate

Python Pandas Data Analysis Pipeline Exploratory Analysis

Write a Python data analysis script using Pandas for exploratory data analysis (...

#pandas #EDA #data analysis
👁 12 views
data intermediate

Data Quality Assessment Framework and Cleaning Checklist

Act as a data quality engineer and analytics architect. Help me build a systemat...

#data #quality #assessment
👁 12 views
data Intermediate

Data Cleaning Checklist for Messy CSV and Excel Datasets

Create a systematic data cleaning checklist and workflow for a messy dataset in ...

#data cleaning #CSV #pandas
👁 12 views
data Intermediate

Data Cleaning Checklist for Messy Datasets

Create a comprehensive data cleaning checklist and guide for a messy dataset abo...

#data #data cleaning #pandas
👁 11 views
data Advanced

Automated Data Quality Report with Anomaly Detection

Create a data quality monitoring report for my dataset: - Data source: [e.g., '...

#data quality #anomaly detection #data monitoring
👁 10 views
data Intermediate

Build a Pandas Data Quality Report for a Raw CSV Drop

Write a Python script using pandas that takes a CSV path and produces a one-page...

#data #pandas #python
👁 9 views
data Intermediate

Clean and Standardize Messy Customer Address Data

I have a messy customer address dataset (~500K rows, CSV). Issues observed: inco...

#data cleaning #addresses #standardization
👁 7 views
data Intermediate

Build a Python Pandas Pipeline for Data Cleaning

Write a reusable Python pandas pipeline that cleans a CSV with columns [COLUMN_L...

#data #python #pandas
👁 7 views
data Intermediate

Spot-Check a Dataset for Quality Issues Before Modeling

I'm about to train a model on this dataset: [DESCRIBE COLUMNS, ROW COUNT, SOURCE...

#data #data quality #EDA
👁 7 views
data Intermediate

Fix a column where 30% of values are 'kind of right but not parseable'

I have a column in a dataset that's supposed to be a phone number, date, or addr...

#data #cleaning #etl
👁 3 views
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