ANL252 Python for Data Analytics Assignment, SUSS, Singapore: The dataset comprises records of commuter journeysThe data dictionary of this dataset is depicted in Appendix 1
Question 1
The dataset comprises records of commuter journeys. The data dictionary of this dataset is depicted in Appendix 1.
The Python codes are to be expressed in text format and must be included, with the correct indentation(s), in all the answers in the report. Screenshots of the codes are not permitted and will not be marked.
The corresponding Jupyter notebook must also be submitted.
(a) In the dataset, ‘-’, ‘–’, and ‘?’ are considered as missing values, and the variable columns of the dataset are noted as in the data dictionary in order. As part of data preparation, read the dataset in as a Pandas dataframe, with the above considerations.
(b) Identify the variable columns which have missing values. As part of data preparation, implement ways to treat them, and explain your rationale. State any interesting observation(s).
(c) As part of data preparation, identify three (3) other data quality issues in the data. Similarly, suggest and implement ways to treat them, and explain your rationale.
(d) Develop a user-defined function that will print the hour, expressed in the 12-hour clock format (e.g., 12am, 1pm), whereby the highest number of commuters start their journey.
(e) Write Python code to create appropriate visualizations of the commuter data. Analyze the results and then discuss three (3) interesting insights.
Buy Custom Answer of This Assessment & Raise Your Grades
Are you struggling with your ANL252: Python for Data Analytics assignment at Singapore University of Social Science (SUSS)? Our best assignment help service is here to support you! From your FYP (Final Year Project) to individual assignments, we provide expert guidance to ensure your success. Our Report Writing Services are designed to help you effectively analyze datasets, such as the commuter journeys data dictionary depicted in Appendix 1. Don't let the complexity of data analytics hold you back - pay for our expert help and unlock your full potential in Python programming!
- MKTG1001 Foundations of Marketing Assignment 2 Individual Report | The University of Newcastle (UoN)
- S2010C Health and Wellness Graded Assignment AY2025 Term 4 – Republic Polytechnic (RP)
- RBP040L051 Postgraduate Dissertation Assessment brief – University of Roehampton Business School
- ACFI 2070 Business Finance Individual Assignment – The University of Newcastle (UoN)
- PY2107 Experimental Investigation and Analysis of Behaviour Assignment 2 Written – Research Report , James Cook University (JCU)
- ACCT111 Financial Accounting Individual Assignment, Singapore Management University (SMU)
- RM71003 Category Management & Merchandising Assignment 1 – Singapore Management University (SMU)
- Visual Arts Management Assignment 2 Essay Singapore Art Science Museum – Nanyang Academy of Fine Arts (NAFA)
- BM1987 Employment Law In-Course Assessment (ICA 1) Guide , Nanyang Polytechnic (NYP)
- MA3005/MA3705 Control Theory Coursework 2025-26, Nanyang Technological University (NTU)
