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11 samples to explore
sales_analysis.py

import pandas as pd

import matplotlib.pyplot as plt


# Turn data into understanding

sales = pd.read_csv('sales.csv')

summary = sales.groupby('region')

  .revenue.sum()


summary.plot(kind='bar')

DEMONSTRATION
Information Technology

Python Data Analysis

Code & data analysis

PythonpandasMatplotlib
Illustrative Mechanical Engineering photographDEMONSTRATION
Mechanical Engineering

CAD Assembly Design

Engineering reference

SolidWorksCAD
Illustrative Civil Engineering photographDEMONSTRATION
Civil Engineering

Building Structural Model

Structural concept study

RevitETABS
Financial overview FY 2025 · DEMO
REVENUE£128,000Synthetic dataset
GROSS MARGIN37.8%Illustrative reporting
Monthly performance
JAN   FEB   MAR   APR   MAY   JUN   JUL   AUG   SEP   OCT   NOV   DEC
DEMONSTRATION
Finance & Accounting

Financial Performance Dashboard

Dashboard & reporting

Power BIExcel
Financial Accounting Report report previewOWNER-SUPPLIED REFERENCE
Finance & Accounting

Financial Accounting Report

Owner-supplied report

ExcelFinancial accounting
Python Sales Analysis Report report previewOWNER-SUPPLIED REFERENCE
Information Technology

Python Sales Analysis Report

Owner-supplied report

PythonData analysis
Cultural and Architectural Design Study report previewOWNER-SUPPLIED REFERENCE
Civil Engineering

Cultural and Architectural Design Study

Owner-supplied design report

Architectural documentationDesign research
Digital Forensics Investigation Report report previewOWNER-SUPPLIED REFERENCE
Information Technology

Digital Forensics Investigation Report

Owner-supplied educational report

FTK ImagerCybersecurityDigital forensics
Revit BIM Coordination Report report previewOWNER-SUPPLIED REFERENCE
Civil Engineering

Revit BIM Coordination Report

Owner-supplied BIM report

RevitBIM
Talent Acquisition and Retention Report report previewOWNER-SUPPLIED REFERENCE
Management

Talent Acquisition and Retention Report

Owner-supplied research report

Management analysisResearch documentation
SME Innovation and Internationalisation Report report previewOWNER-SUPPLIED REFERENCE
Management

SME Innovation and Internationalisation Report

Owner-supplied research report

Management analysisResearch documentation
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