As per the research conducted by KD Market research, the report titled “ Smart Cities Market” provides current as well as future analysis of the market by evaluating the major applications, advantages, trends, and challenges. The report dives deeper to produce useful insights into Smart Cities Market such as major global regions and key competitors and strategies that can be used for the entry-level player too.
Smart cities represent the incorporation of information and communication technologies (ICT) to enhance the performance and quality of urban services such as transportation, energy and utilities, to reduce resource consumption, overall costs and wastage. Smart city solutions can be incorporated in diverse areas of urban living, be it major tourism hubs or small communities striving to become sustainable. The global smart cities market is anticipated to reach USD 2,276.03 Bn by 2023 and grow at a CAGR of 28.7% during the forecast period of 2018-2023.
Based on component: solutions and services
Based on application: smart industry automation, smart power supply system, smart security, smart education, smart living and building, smart medicare, smart transport, and smart water network and others
On the basis of regions, the market is segmented into North America, Europe, Asia-Pacific, Latin America and the Middle East and Africa.
Key growth factors
The expansion of cities and rapid urbanization are the major drivers for the adoption of intelligent and smart solutions. Rising demand for smart city solutions is anticipated to be driven by factors such as growing urban population, need to efficiently manage limited natural resources, and increasing focus on environmental sustainability. Soaring adoption of novel technologies that complement management of cities of the future is a major catalyst of industry growth. Increasing installation of smart meters is one of the key factors contributing to the growth of the market. Smart meters can be integrated with an IHD or in-home display, to provide instant information on gas and electricity usage in a household. Rising popularity of smart industrial automation in a variety of manufacturing industries is expected to fuel the market.
Threats and key players
The nascent nature of many smart cities solutions and the need to verify ROI prior to wider execution of plans by budget-conscious cities create obstacles for the growth of this market. Cities delaying the development of cohesive smart cities’ visions and strategies, lack of multi-stakeholder buy-in to support smart cities initiatives and a shortage of adequate and compelling funding models and resources are some of the challenges faced by the market.
Some of the prominent competitors in smart cities market are CISCO Systems Inc., Hitachi Ltd., International Business Machines (IBM) Corporation, General Electric (GE) and Schneider Electric, among others
What’s covered in the report?
1. Overview of the global smart cities market.
2. Market drivers and challenges of the global smart cities market.
3. Market trends in the global smart cities market.
4. Historical, current and forecasted market size data for the segment based on component.
5. Historical, current and forecasted market size data for segment based on application.
6. Historical, current and forecasted regional (North America, Europe, Asia-Pacific, Latin America, the Middle East & Africa) market size data for global smart cities market.
7. Historical, current and forecasted market size data for region-wise segments.
8. Analysis of company profiles of major competitors operating in the market.
Why buy?
1. Understand the demand for smart cities to determine the viability of the market
2. Determine the developed and emerging markets adopting smart cities solutions
3. Identify the challenge areas and address them
4. Develop strategies based on the drivers, trends and highlights for each of the segments
5. Evaluate the value chain to determine the workflow and to get an idea of the current position where you are placed
6. Recognize the key competitors of this market and respond accordingly
7. Knowledge of the initiatives and growth strategies taken by the major companies and decide the direction of further growth
8. Define the competitive positioning by comparing the products and services compared with the key players in the market
Access Complete Research Report with toc@ https://www.kdmarketresearch.com/report/3103/global-smart-cities-market-2018-2023
Table of Content
Chapter 1: Executive summary
1.1. Market scope and segmentation
1.2. Key questions answered in this study
1.3. Executive summary
1.2. Key questions answered in this study
1.3. Executive summary
Chapter 2: Global smart cities market - market overview
2.1. Market definitions
2.2. Global market overview- market trends, market attractiveness analysis, geography wise market revenue (USD)
2.3. Global - market drivers and challenges
2.4. Value chain analysis – Global smart cities market
2.5. Porter’s Five Forces Analysis
2.6. Market size- By component (smart cities solution revenue, smart cities services revenue)
2.6. a. Smart cities’ solution- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.6. b. Smart cities’ services- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. Market size- By application (smart industry automation revenue, smart power supply system revenue, smart security revenue, smart education revenue, smart living and building revenue, smart medicare revenue, smart transport revenue, smart water network revenue)
2.7. a. Smart industry automation - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. b. Smart power supply system - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. c. Smart security - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. d. Smart education - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. e. Smart living and building - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. f. Smart medicare - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. g. Smart transport - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. h. Smart water network - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. i. Others - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.2. Global market overview- market trends, market attractiveness analysis, geography wise market revenue (USD)
2.3. Global - market drivers and challenges
2.4. Value chain analysis – Global smart cities market
2.5. Porter’s Five Forces Analysis
2.6. Market size- By component (smart cities solution revenue, smart cities services revenue)
2.6. a. Smart cities’ solution- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.6. b. Smart cities’ services- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. Market size- By application (smart industry automation revenue, smart power supply system revenue, smart security revenue, smart education revenue, smart living and building revenue, smart medicare revenue, smart transport revenue, smart water network revenue)
2.7. a. Smart industry automation - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. b. Smart power supply system - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. c. Smart security - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. d. Smart education - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. e. Smart living and building - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. f. Smart medicare - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. g. Smart transport - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. h. Smart water network - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
2.7. i. Others - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
Chapter 3: North America smart cities market- market overview
3.1. Market overview- market trends, market attractiveness analysis, geography wise market revenue (USD)
3.2. North America - market drivers and challenges
3.3. Market size- By component (smart cities solution revenue, smart cities services revenue)
3.3. a. Smart cities’ solution- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.3. b. Smart cities’ services- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. Market size- By application (smart industry automation revenue, smart power supply system revenue, smart security revenue, smart education revenue, smart living and building revenue, smart medicare revenue, smart transport revenue, smart water network revenue)
3.4. a. Smart industry automation - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. b. Smart power supply system - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. c. Smart security - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. d. Smart education - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. e. Smart living and building - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. f. Smart medicare - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. g. Smart transport - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. h. Smart water network - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. i. Others - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.2. North America - market drivers and challenges
3.3. Market size- By component (smart cities solution revenue, smart cities services revenue)
3.3. a. Smart cities’ solution- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.3. b. Smart cities’ services- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. Market size- By application (smart industry automation revenue, smart power supply system revenue, smart security revenue, smart education revenue, smart living and building revenue, smart medicare revenue, smart transport revenue, smart water network revenue)
3.4. a. Smart industry automation - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. b. Smart power supply system - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. c. Smart security - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. d. Smart education - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. e. Smart living and building - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. f. Smart medicare - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. g. Smart transport - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. h. Smart water network - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
3.4. i. Others - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
Chapter 4: Europe smart cities market- market overview
4.1. Market overview- market trends, market attractiveness analysis, geography wise market revenue (USD)
4.2. Europe - market drivers and challenges
4.3. Market size- By component (smart cities solution revenue, smart cities services revenue)
4.3. a. Smart cities’ solution- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.3. b. Smart cities’ services- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. Market size- By application (smart industry automation revenue, smart power supply system revenue, smart security revenue, smart education revenue, smart living and building revenue, smart medicare revenue, smart transport revenue, smart water network revenue)
4.4. a. Smart industry automation - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. b. Smart power supply system - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. c. Smart security - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. d. Smart education - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. e. Smart living and building - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. f. Smart medicare - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. g. Smart transport - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. h. Smart water network - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. i. Others - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.2. Europe - market drivers and challenges
4.3. Market size- By component (smart cities solution revenue, smart cities services revenue)
4.3. a. Smart cities’ solution- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.3. b. Smart cities’ services- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. Market size- By application (smart industry automation revenue, smart power supply system revenue, smart security revenue, smart education revenue, smart living and building revenue, smart medicare revenue, smart transport revenue, smart water network revenue)
4.4. a. Smart industry automation - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. b. Smart power supply system - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. c. Smart security - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. d. Smart education - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. e. Smart living and building - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. f. Smart medicare - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. g. Smart transport - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. h. Smart water network - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
4.4. i. Others - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
Chapter 5: Asia-Pacific smart cities market- market overview
5.1. Market overview- market trends, market attractiveness analysis, geography wise market revenue (USD)
5.2. Asia Pacific- market drivers and challenges
5.3. Market size- By component (smart cities solution revenue, smart cities services revenue)
5.3. a. Smart cities’ solution- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.3. b. Smart cities services- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. Market size- By application (smart industry automation revenue, smart power supply system revenue, smart security revenue, smart education revenue, smart living and building revenue, smart medicare revenue, smart transport revenue, smart water network revenue)
5.4. a. Smart industry automation - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. b. Smart power supply system - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. c. Smart security - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. d. Smart education - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. e. Smart living and building - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. f. Smart medicare - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. g. Smart transport - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. h. Smart water network - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. i. Others - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.2. Asia Pacific- market drivers and challenges
5.3. Market size- By component (smart cities solution revenue, smart cities services revenue)
5.3. a. Smart cities’ solution- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.3. b. Smart cities services- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. Market size- By application (smart industry automation revenue, smart power supply system revenue, smart security revenue, smart education revenue, smart living and building revenue, smart medicare revenue, smart transport revenue, smart water network revenue)
5.4. a. Smart industry automation - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. b. Smart power supply system - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. c. Smart security - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. d. Smart education - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. e. Smart living and building - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. f. Smart medicare - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. g. Smart transport - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. h. Smart water network - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
5.4. i. Others - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
Chapter 6: Latin America smart cities market- market overview
6.1. Market overview- market trends, market attractiveness analysis, geography wise market revenue (USD)
6.2. Latin America- market drivers and challenges
6.3. Market size- By component (smart cities solution revenue, smart cities services revenue)
6.3. a. Smart cities’ solution- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.3. b. Smart cities’ services- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. Market size- By application (smart industry automation revenue, smart power supply system revenue, smart security revenue, smart education revenue, smart living and building revenue, smart medicare revenue, smart transport revenue, smart water network revenue)
6.4. a. Smart industry automation - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. b. Smart power supply system - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. c. Smart security - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. d. Smart education - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. e. Smart living and building - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. f. Smart medicare - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. g. Smart transport - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. h. Smart water network - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. i. Others - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.2. Latin America- market drivers and challenges
6.3. Market size- By component (smart cities solution revenue, smart cities services revenue)
6.3. a. Smart cities’ solution- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.3. b. Smart cities’ services- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. Market size- By application (smart industry automation revenue, smart power supply system revenue, smart security revenue, smart education revenue, smart living and building revenue, smart medicare revenue, smart transport revenue, smart water network revenue)
6.4. a. Smart industry automation - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. b. Smart power supply system - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. c. Smart security - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. d. Smart education - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. e. Smart living and building - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. f. Smart medicare - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. g. Smart transport - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. h. Smart water network - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
6.4. i. Others - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
Chapter 7: Middle East and Africa smart cities market- market overview
7.1. Market overview- market trends, market attractiveness analysis, geography wise market revenue (USD)
7.2. Middle East and Africa- market drivers and challenges
7.3. Market size- By component (smart cities solution revenue, smart cities services revenue)
7.3. a. Smart cities’ solution- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.3. b. Smart cities’ services- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. Market size- By application (smart industry automation revenue, smart power supply system revenue, smart security revenue, smart education revenue, smart living and building revenue, smart medicare revenue, smart transport revenue, smart water network revenue)
7.4. a. Smart industry automation - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. b. Smart power supply system - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. c. Smart security - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. d. Smart education - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. e. Smart living and building - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. f. Smart medicare - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. g. Smart transport - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. h. Smart water network - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. i. Others - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.2. Middle East and Africa- market drivers and challenges
7.3. Market size- By component (smart cities solution revenue, smart cities services revenue)
7.3. a. Smart cities’ solution- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.3. b. Smart cities’ services- Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. Market size- By application (smart industry automation revenue, smart power supply system revenue, smart security revenue, smart education revenue, smart living and building revenue, smart medicare revenue, smart transport revenue, smart water network revenue)
7.4. a. Smart industry automation - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. b. Smart power supply system - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. c. Smart security - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. d. Smart education - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. e. Smart living and building - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. f. Smart medicare - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. g. Smart transport - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. h. Smart water network - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
7.4. i. Others - Historical (2015-2017) and forecasted (2018-2023) market size (USD Bn), key observations
Chapter 8: Competitive landscape
8.1. CISCO Systems Inc.
8.1. a. Company snapshot
8.1. b. Product offerings
8.1. c. Growth strategies
8.1. d. Initiatives
8.1. e. Geographical presence
8.1. f. Key numbers
8.2. Hitachi Ltd.
8.3. IBM Corporation
8.4. General Electric (GE)
8.5. Schneider Electric
8.6. Huawei Technologies Co., Ltd.
8.7. Oracle Corporation
8.8. Siemens AG
8.9. Ericsson
8.10. ABB Ltd.
8.1. a. Company snapshot
8.1. b. Product offerings
8.1. c. Growth strategies
8.1. d. Initiatives
8.1. e. Geographical presence
8.1. f. Key numbers
8.2. Hitachi Ltd.
8.3. IBM Corporation
8.4. General Electric (GE)
8.5. Schneider Electric
8.6. Huawei Technologies Co., Ltd.
8.7. Oracle Corporation
8.8. Siemens AG
8.9. Ericsson
8.10. ABB Ltd.
Chapter 9: Conclusion
Chapter 10: Appendix
10.1. List of tables
10.2. Research methodology
10.3. Assumptions
10.2. Research methodology
10.3. Assumptions
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