Skip to main content
. 2025 Feb 19;11(4):e42785. doi: 10.1016/j.heliyon.2025.e42785

Table 6.

LDA topics of definitions.

S.No. LDA Topic Keywords (weights in descending order) LDA theme Description/Interpretation
1. Sustainable, financial, environmental, investment, green, development, project, energy, resource, environmentally Sustainable development and green energy This topic encompasses sustainable financial development, emphasizing investments in green projects. It explores the financial aspects of environmentally responsible development by highlighting the importance of resource sustainability.
2. Green, resource, promote, climate, environment, economic, environmental, production, support, finance Green economic and environmental support This topic focuses on initiatives that promote economic activities with a strong emphasis on climate support. It underlines the economic benefits of environmentally responsible green practices.
3. Green, environmental, financial, achieve, fund, energy, investment, protection, development, support Green investment and environmental protection Centred on green financial initiatives, this topic aims to achieve environmental protection through strategic investment and fund allocation. It emphasizes financial support for the efforts towards the development of environmentally responsible energy.
4. Energy, environmental, project, protection, financial, climate, change, financing, support, resource Energy and environmental protection financing This topic is concerned with financing projects related to energy and environmental protection, particularly in the context of climate change.
It addresses the financial aspects of climate mitigation and resource conservation.
5. Financial, environmental, activity, climate change, support, service, resource, development, gas Financial activities for climate support This topic focuses on financial activities and services that support the efforts towards climate change mitigation and environmental resource development. It highlights the financial sector's role in sustainability.
6. Financing, help, sector, achieve, financial, economy, fund, strategic, green, emission Financing green sectors for emission reduction This topic discusses financing for green sectors to reduce emissions and achieve strategic environmental goals. It highlights the financial incentives and strategic importance of reducing emissions.
7. Green, environment, finance, industry, protection, development, investment, environmental, effect, resource Green finance for industry and environmental protection This topic discusses the role of green finance for environmentally conscious initiatives within industries, emphasizing development and resource protection. It highlights the financial support needed for the industry's environmental efforts.
8. Environmental, financial, finance, activity, climate, economic, change, improvement, outcome, better Environmental finance for economic improvement Concentrating on environmental finance, this topic connects it to economic enhancement and better outcomes, particularly in the context of climate change. It underscores the financial aspects of achieving environmental and economic improvement.
9. Investment, environmental, financial, project, green, financing, climate, energy, protection, development Investment in green energy and environmental protection This topic concerns financial investment in projects to protect the environment and promote green energy solutions. It emphasizes the role of investment in supporting environmental protection and sustainable development efforts.