Exam Code: PCED-30-02
Exam Name: PCED - Certified Entry-Level Data Analyst with Python
Certification Provider: Python Institute
Corresponding Certification: Python Institute PCED
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  • Total Questions: 52
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  • Total Questions: 52
  • Updated on: Sep 13, 2026
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Python Institute PCED-30-02 Exam Syllabus Topics:

SectionWeightObjectives
Working with Data and Performing Simple Analysis25%- Data aggregation and grouping
  • 1. Summarizing and grouping datasets
- Data acquisition and loading
  • 1. Reading text, CSV, and structured files
  • 2. Importing data from external sources
- Data cleaning and preparation
  • 1. Formatting and standardizing values
  • 2. Handling missing values, duplicates, and errors
  • 3. Filtering, sorting, transforming data
- Exploratory data analysis
  • 1. Identifying patterns, trends, and outliers
  • 2. Calculating mean, median, mode, range, variance, standard deviation
Python Basics for Data Analysis32.5%- Core Python syntax and data types
  • 1. Lists, tuples, sets, dictionaries
  • 2. Variables, numbers, strings, booleans
- Control flow and functions
  • 1. Conditional statements, loops, iteration
  • 2. Basic exception handling
  • 3. Defining and calling functions, parameters, return values
- Built-in modules for data work
  • 1. math, statistics, datetime, collections, csv
- Introduction to NumPy
  • 1. Arrays, basic operations, indexing, slicing
Data Visualization and Communication20%- Interpreting and presenting results
  • 1. Reporting findings clearly and concisely
  • 2. Deriving conclusions and insights
- Creating basic visualizations
  • 1. Line charts, bar charts, histograms, pie charts
  • 2. Using text and simple plotting tools
- Principles of effective data visualization
  • 1. Choosing appropriate chart types
  • 2. Clarity, simplicity, and accuracy
Introduction to Data and Data Analysis Concepts22.5%- Data types and measurement scales
  • 1. Qualitative vs quantitative data
  • 2. Nominal, ordinal, interval, ratio scales
- Basic statistical concepts
  • 1. Descriptive vs inferential statistics
  • 2. Population, sample, variable, observation
- Definition and classification of data
  • 1. Role of data in decision-making and business
  • 2. Process of turning raw data into insights
  • 3. Difference between data, information, and knowledge
- Data lifecycle and ethical considerations
  • 1. Privacy, security, bias, and fairness in data
  • 2. Data collection, storage, processing, usage, and sharing

Python Institute PCED - Certified Entry-Level Data Analyst with Python Sample Questions:

A list is reversed using slicing: lst[::-1]. The programmer wants to confirm whether this modifies the original list or creates a new one. What is the correct behavior?

  • A. Error
  • B. Modifies original
  • C. Returns None
  • D. Creates new list
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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A Python script evaluates the expression len(" "). The programmer assumes it might be zero because it looks empty. What will the actual result be?

  • A. None
  • B. 0
  • C. Error
  • D. 1
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Correct Answer: D  🗳️

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A student writes a program using input() to collect user data, then tries to add 5 to the input value without conversion. The program crashes. What is the most likely cause of this behavior?

  • A. input returns int
  • B. input returns string
  • C. input returns float
  • D. Syntax error
Reveal Solution  Discussion  0

Correct Answer: B  🗳️

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Given the following string:
text = "Report2024Final"
Which of the following statements are entirely correct? (Choose two.)

  • A. text[-6].isdigit() returns True, text.startswith("r") returns True
  • B. text.isalpha()returns True, and text.find ("2024")returns True
  • C. text[6:8].isdigit()returns True, and text.endswith("Final")returns True
  • D. text[0:6].isalpha() returns True, and text.find("2024") returns 6
  • E. text.capitalize()changes Report2024Finalto REPORT2024FINAL, and text.find("2024")returns 6
  • F. text.capitalize()changes Finalto lowercase, and text.find ("L")returns True
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Correct Answer: C,D,F  🗳️

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A loop includes a break statement when a condition is met. The programmer wants to understand how break affects loop execution. What happens when break is executed inside the loop?

  • A. Skips one iteration
  • B. Loop restarts
  • C. Error
  • D. Loop ends immediately
Reveal Solution  Discussion  0

Correct Answer: D  🗳️

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