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AFROTRANS Transport research and analysis
02 - Transport Data Collection and Management
French materials
C3.02.1.2.27.3 - TRA_Lab 4_Class Activity
C3.02.1.2.27.3 - TRA_Lab 4_Class Activity
C3.02.1.2.27.3 - TRA_Lab 4_Class Activity
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Download folder
4.1_Hands-On_Exercise-Preprocessing_Raw_Data_with_Issues.xlsx
Data Preprocessing.ipynb
movies_cleaned.csv
movies.csv
◄ C3.02.1.2.27.2 - TRA_Lab 4_Dataset
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Ogłoszenia
C3.02.1.1.01 TRA Global Course Structure PPT - Lectures
C3.02.1.1.02 TRA Global Course Structure PPT - Labs
C3.02.1.1.04 TRA Global Structure - Labs Video - English
C3.02.1.1.03 TRA Global Structure - Lectures Video - Engish
C3.02.1.2.32.1 TRA Lecture 11 Travel Demand Modelling fr
C3.02.1.2.35 TRA Lecture 14 Scenario Analysis and Forecasting fr
C3.02.1.1.01 - TRA Lecture 1 Overview of - TRAnsport Systems and Research en
C3.02.1.1.02 - TRA Lecture 2 - Transport Research Methods en
C3.02.1.1.03 - TRA Lecture 3 - Transport Analysis Techniques en
C3.02.1.1.04 - TRA Lecture 4 Ethical Considerations in - TRAnsport Research en
C3.02.1.1.05.1 - TRA Lab 1 Overview of Transport Data Sources and Tools en
C3.02.1.1.05.2 - TRA Lab 1-Manual en
C3.02.1.1.05.3 - TRA Lab 1 Manual source code en
C3.02.1.1.05.4 - Additonal materials
C3.02.1.1.06.1 - TRA Lab 2 Designing Surveys en
C3.02.1.1.06.2 - TRA Home Assignment en
C3.02.1.1.06.3 - TRA Submission Report en
C3.02.1.1.06.4 - TRA Submission Report - source code en
C3.02.1.1.06.5 - TRA Home Assignment - source code en
C3.02.1.2.01.1 - TRA Lecture 5 - Transport Data Types and Sources en
C3.02.1.2.01 - TRA Lecture 5 Quiz Answer Sheet en
C3.02.1.2.02 - TRA Lecture 6 Data Collection Techniques en
C3.02.1.2.03 - TRA Lecture 7 Data Management and Cleaning in Transportation Research en
C3.02.1.2.04 - TRA Lecture 8 Big Data in Transport en
C3.02.1.2.05 - TRA Lecture 9 Data Visualization in Transportation en
C3.02.1.2.06 - TRA Lab 3 Field Data Collection en
C3.02.1.2.06.1 - TRA Lab 3 Field Data Collection Digital and Manual Techniques en
C3.02.1.2.06.3 - Lab 3 Lab Manual Source code en
C3.02.1.2.07.1 - TRA Lab 4 Data Preprocessing en
C3.02.1.2.07.2 - TRA_Lab 4_Dataset
C3.02.1.2.07.3 - TRA_Lab 4_Class Activity
C3.02.1.2.08.1 - Lab 5 Importance of Data Visualization in Transport Research en
C3.02.1.2.08.2 - Lab 5 advanced - Transport ridership practical en
C3.02.1.2.08.3 Lab 5 Colab - Traffic Visualization Practical en
C3.02.1.2.08.4 - Lab 5 Home Assignment en
C3.02.1.2.08.5 - Lab 5 excel visualization - source code en
C3.02.1.2.08.6 Lab 5 excel visualization en
C3.02.1.2.08.7 Lab 5 home assignment- source code en
C3.02.1.3.01 - TRA Lecture 10 Introduction to Transport Modeling en
C3.02.1.3.02.1 - TRA Lecture 11 - Travel Demand Modelling en
C3.02.1.3.02.2 - TRA Lecture 11 Quiz Answer Sheet en
C3.02.1.3.03.1 - TRA Lecture 12 - Traffic Flow Theory and Simulation en
C3.02.1.3.03.2 - TRA Lecture 12 Quiz Answer Sheet en
C3.02.1.3.04 - TRA Lecture 13 Public Transport Modeling en
C3.02.1.3.05 - TRA Lecture 14 Scenario Analysis and Forecasting en
C3.02.1.3.06.1 - Lab 6 Introduction to Transport Modeling en
C3.02.1.3.06.2 - Lab 06 Manual en
C3.02.1.3.06.3 - Lab 6 Manual - source code en
C3.02.1.3.06.4 - Materials_en
C3.02.1.3.07.1 - TRA - Lab 7 - Traffic Flow Simulation en
C3.02.1.3.07.2 - TRA_VISSIM Lab7 Klagenfurt Intersection
C3.02.1.3.08.1 - TRA - Lab 8 - Travel Demand Forecasting en
C3.02.1.3.08.2 - TRA_Class Activity 1_en
C3.02.1.3.08.3 - TRA_Class Activity 2_en
C3.02.1.3.08.4 - TRA_Class Activity 3_en
C3.02.1.3.08.5 - TRA_Dataset_en
C3.02.1.3.08.6 - TRA_Homework_en
C3.02.1.4.01 - TRA Lecture 15 Sustainable Transport Concepts en
C3.02.1.4.02 - TRA Lecture 16 Environmental Impact of Transport en
C3.02.1.4.03 - TRA Lecture 17 - Transport Policy and Planning en
C3.02.1.4.04 - TRA Lecture 18 Sustainable Transport and Policy Analysis en
C3.02.1.4.05 - TRA Lecture 19 Social Equity and Transport en
C3.02.1.4.06.1 - TRA Lab 9 Introduction to Environmental Impact Assessment en
C3.02.1.4.06.2 - TRA Lab 9 Home Assignment en
C3.02.1.4.06.3 - TRA Lab 9 Home Assignment source code en
C3.02.1.4.06.4_TRA_Materials_en
C3.02.1.4.07.1 - TRA Lab 10 Cost-Benefit Analysis en
C3.02.1.4.07.2 - TRA Lab 10 Manual en
C3.02.1.4.07.3 - TRA Lab 10 manual - source code en
C3.02.1.4.07.4_TRA_Materials_en
C3.02.1.4.08.2 crashes with lsoa id en
C3.02.1.4.08.3 lab 11 Equity and Accessibility en
C3.02.1.4.08.4 Leeds Accessibility Map en
C3.02.1.4.08.5 qgisdata en
C3.02.1.4.08.6 stats19 BNG en
C3.02.1.4.08.7_qgisdata_en
C3.02.1.1.51 TRA Lecture 20 Intelligent Transport Systems en
C3.02.1.1.52.1 TRA Lecture 21 Autonomous Connected Vehicles en
C3.02.1.1.52.2 TRA Lecture 21 Quiz Answer Sheet en
C3.02.1.1.53 TRA Lecture 22 Urban Mobility and Smart Citie en
C3.02.1.1.54 TRA Lecture 23 Freight Transport and Logistics en
C3.02.1.1.55 TRA Lecture 24 Case Studies in Transport Research en
C3.02.1.1.56.1 TRA Lab 12 Introduction to Traffic Signal Simulations en
C3.02.1.1.56.2 TRA Lab 12 ITS; Introduction to Smart Traffic Signals en
C3.02.1.1.57.1 TRA Lab 13 Autonomous Vehicles en
C3.02.1.1.57.3 TRA Lab 14 Manual - source code en
C3.02.1.1.57.2_TRA_Class Activity 1_en
C3.02.1.1.57.3_TRA_Class Activity 2_en
C3.02.1.1.58.1 TRA Lab 14 Urban Mobility and Smart Cities en
C3.02.1.1.58.2 TRA Lab 14 Manual en
C3.02.1.1.58.4_TRA_Materials_en
C3.02.1.2.11 TRA Lecture 1 Overview of TRAnsport Systems and Research fr
C3.02.1.2.12 TRA Lecture 2 Transport Research Methods fr
C3.02.1.2.13 TRA Lecture 3 Transport Analysis Techniques fr
C3.02.1.2.14 TRA Lecture 4 Ethical Considerations in TRAnsport Research fr
C3.02.1.2.15.1 TRA Lab 1 Overview of Transport Data Sources and Tools fr
C3.02.1.2.15.2 TRA Lab 1 Manuel
C3.02.1.2.15.3 TRA Lab 1 Manual source code fr
C3.02.1.2.16.1 TRA Lab 2 Designing Surveys fr
C3.02.1.2.16.2 TRA Home Assignment fr
C3.02.1.2.16.3 TRA Submission Report fr
C3.02.1.2.16.4 TRA Submission Report - source code fr
C3.02.1.2.16.5 TRA Home Assignment - source code fr
C3.02.1.2.21.1 TRA Lecture 5 Transport Data Types and Sources fr
C3.02.1.2.21.2 TRA Lecture 5 Quiz Answer Sheet fr
C3.02.1.2.22 TRA Lecture 6 Data Collection Techniques fr
C3.02.1.2.23 TRA Lecture 7 Data Management and Cleaning in Transportation Research fr
C3.02.1.2.24 TRA Lecture 8 Big Data in Transport fr
C3.02.1.2.25 TRA Lecture 9 Data Visualization in Transportation fr
C3.02.1.2.26.1 TRA Lab 3 Field Data Collection Digital and Manual Techniques fr
C3.02.1.2.27.1 TRA Lab 4 Data Preprocessing fr
C3.02.1.2.27.2 - TRA_Lab 4_Dataset
C3.02.1.2.28.1 Lab 5 Importance of Data Visualization in Transport Research fr
C3.02.1.2.28.4 Lab 5 Home Assignment fr
C3.02.1.2.51 TRA Lecture 20 Intelligent Transport Systems fr
C3.02.1.2.52.1 TRA Lecture 21 Autonomous Connected Vehicles fr
C3.02.1.2.52.2 TRA Lecture 21 Quiz Answer Sheet fr
C3.02.1.2.53 TRA Lecture 22 Urban Mobility and Smart Citie fr
C3.02.1.2.54 TRA Lecture 23 Freight Transport and Logistics fr
C3.02.1.2.55 TRA Lecture 24 Case Studies in Transport Research fr
C3.02.1.2.56.1 TRA Lab 12 Introduction to Traffic Signal Simulations fr
C3.02.1.2.56.2 TRA Lab 12 ITS; Introduction to Smart Traffic Signals fr
C3.02.1.2.57.1 TRA Lab 13 Autonomous Vehicles fr
C3.02.1.2.57.2_TRA_Class Activity 1_fr
C3.02.1.2.57.3_TRA_Class Activity 2_fr
C3.02.1.2.57.3 TRA Lab 14 Manual - source code fr
C3.02.1.2.58.1 TRA Lab 14 Urban Mobility and Smart Cities fr
C3.02.1.2.58.2 TRA Lab 14 Manual fr
C3.02.1.2.58.4_TRA_Materials_fr
C3.02.1.2.31 TRA Lecture 10 Introduction to Transport Modeling fr
C3.02.1.2.32.2 TRA Lecture 11 Quiz Answer Sheet fr
C3.02.1.2.33.1 TRA Lecture 12 Traffic Flow Theory and Simulation fr
C3.02.1.2.33.2 TRA Lecture 12 Quiz Answer Sheet fr
C3.02.1.2.34 TRA Lecture 13 Public Transport Modeling fr
C3.02.1.2.36.1 Lab 6 Introduction to Transport Modeling fr
C3.02.1.2.36.2 Lab 06 Manual fr
C3.02.1.2.36.3 Lab 6 Manual - source code fr
C3.02.1.3.36.4 - Materials_fr
C3.02.1.2.37.1 TRA Lab 7 Traffic Flow Simulation fr
C3.02.1.3.37.2 - TRA_VISSIM Lab7 Klagenfurt Intersection
C3.02.1.2.38.1 TRA Lab 8 Travel Demand Forecasting fr
C3.02.1.3.38.2 - TRA_Class Activity 1_fr
C3.02.1.3.38.3 - TRA_Class Activity 2_fr
C3.02.1.3.38.4 - TRA_Class Activity 3_fr
C3.02.1.3.38.5 - TRA_Dataset_fr
C3.02.1.3.38.6 - TRA_Homework_fr
C3.02.1.2.41 TRA Lecture 15 Sustainable Transport Concepts fr
C3.02.1.2.42 TRA Lecture 16 Environmental Impact of Transport fr
C3.02.1.2.43 TRA Lecture 17 Transport Policy and Planning fr
C3.02.1.2.44 TRA Lecture 18 Sustainable Transport and Policy Analysis fr
C3.02.1.2.46.1 TRA Lab 9 Introduction to Environmental Impact Assessment fr
C3.02.1.2.46.2 TRA Lab 9 Home Assignment fr
C3.02.1.2.46.3 TRA Lab 9 Home Assignment source code fr
C3.02.1.4.46.4_TRA_Materials_fr
C3.02.1.2.47.1 TRA Lab 10 Cost-Benefit Analysis fr
C3.02.1.2.47.2 TRA Lab 10 Manual fr
C3.02.1.2.47.3 TRA Lab 10 manual - source code fr
C3.02.1.4.47.4_TRA_Materials_fr
C3.02.1.2.48.1 TRA Lab 11 A Comprehensive Introduction to Geographic Information Systems GIS fr
C3.02.1.2.48.2 crashes with lsoa id fr
C3.02.1.4.48.3 lab 11 Equity and Accessibility fr
C3.02.1.2.48.4 Leeds Accessibility Map fr
C3.02.1.2.48.5 qgisdata fr
C3.02.1.4.48.6 stats19 BNG fr
C3.02.1.4.48.7_qgisdata_fr
C3.02.1.2.28.1 Lab 5 Importance of Data Visualization in Transport Research fr ►