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How to find graduation thesis data

2025-09-27 07:45:36 educate

How to find graduation thesis data: Popular methods and structured guides on the entire network

When writing graduation thesis, the collection and organization of data is a crucial part. Among the hot topics discussed on the entire network recently, the discussion on "how to efficiently obtain paper data" is particularly prominent. This article will combine the hot contents of the past 10 days to provide you with structured data and methods to help you easily solve data problems.

1. Analysis of popular data sources

How to find graduation thesis data

Based on the recent heat of discussion, the following are the most commonly used data sources and their characteristics:

Source of dataPopularityApplicable subjectsDifficulty to obtain
Academic database (CNKI, Web of Science, etc.)★★★★★GeneralMedium (requires organizational authority)
Government data disclosure platform★★★★☆Social Science, Economic ManagementLow
Web crawler crawling★★★☆☆Computer, communicationhigh
Questionnaire★★★☆☆Psychology, Educationmedium
Corporate Annual Report/Industry Report★★☆☆☆Businessmedium

2. Ranking of recent popular data acquisition tools

The following are the data tools that have the most popular social platform discussion in the past 10 days:

Tool nametypePopular indexesFree/paid
Python crawlerData collection95free
OctopusVisualize crawlers87Partial payment
Questionnaire StarQuestionnaire85Partial payment
National Bureau of Statistics PlatformOfficial data82free
Google Dataset SearchDataset search78free

3. Data acquisition strategy for subjects

According to recent academic community discussions, the best ways to obtain data for different disciplines vary:

Subject CategoryRecommended data sourcesPopular methods recently
Humanities and Social SciencesArchives, interview recordsDigital humanities database (popularity↑35%)
Economic ManagementEnterprise annual report and industry dataWind Financial Terminal (discussion volume↑28%)
Science and EngineeringExperimental data, simulation resultsOpen source data set sharing (popularity ↑42%)
medicineClinical data, case statisticsPubMed Central (Search volume ↑19%)

4. Things to note when obtaining data

According to recent discussions on academic misconduct, special attention should be paid to data collection:

1. Ensure the legality and traceability of data sources
2. Commercial data must be authorized to use
3. Data involving personal privacy needs to be processed anonymously
4. Indicate the data acquisition date and version information

5. Emerging data acquisition trends

Data in the past 10 days showed that the following data acquisition methods have increased significantly:

trendgrowth rateApplicable scenarios
AI-assisted data collection+67%Literature screening, data cleaning
Blockchain proof data+43%Ensure the authenticity of the data
Crowdsourcing data collection+38%Large-scale research projects

Through the above structured data and analysis, I hope to provide a clear direction for your graduation thesis data collection. It is recommended to choose the most suitable method of data acquisition based on your own professional characteristics and school resources.

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