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TechMiner 2+

Dic 4, 2023

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TechMiner 2+

Dic 4, 2023

Ingest
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- Ingest Raw Data
Fields
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- Copy a Field
- Delete a Field
- Fill NA
- Filter a Field
- Further Processing
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- Merge Fields
- Process a Field
- Rename a Field
Refine
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- Thesaurus
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  - Countries
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  - Organizations
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  - Descriptors
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- MyKeywords
- Stopwords
Search
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Metrics
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- Globals
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- General Metrics
- Trend Metrics
- Performance Metrics
- Collaboration Metrics
- Growth Metrics
- Terms by Year
- TFIDF
Science Mapping
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- Co-authorship
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  - Network
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    - Authors
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    - Organizations
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    - Countries
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  - Collaboration WorldMap
- Co-occurrence
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- Citation
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  - Network
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    - Documents
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    - Sources
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    - Authors
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    - Organizations
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    - Countries
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    - Main Path Analysis
  - Documents
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  - Most Cited Documents
  - RPYS (Reference Publication Year Spectroscopy)
- Bibliographic Coupling
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  - Documents
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  - Sources
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  - Authors
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  - Organizations
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  - Countries
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- Co-citation
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  - Cited References
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  - Cited Sources
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- Topic Modeling
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  - LDA
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  - NMF
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Tech Mining
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- Co-occurrence
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- Correlation
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- Document Classification
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  - Hierarchical Clustering
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  - K-Means
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- Emergence
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  - TODO: Emergence Indicators
  - TODO: Plot Emergence
- PCA
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  - Co-occurrence Matrix
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    - Brute Force
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    - Hierarchical Clustering
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    - K-Means
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    - PCD
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    - Cosine Similarities
    - Embedding
    - Map 2D
    - TSNE
  - TFIDF Matrix
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    - Brute Force
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    - Hierarchical Clustering
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    - K-Means
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    - PCD
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    - Cosine Similarities
    - Embedding
    - Map 2D
    - TSNE
- SVD
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  - Co-occurrence Matrix
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    - Brute Force
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    - Hierarchical Clustering
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    - K-Means
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    - Cosine Similarities
    - Embedding
    - Map 2D
    - TSNE
  - TFIDF Matrix
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    - Brute Force
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    - Hierarchical Clustering
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    - K-Means
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    - Cosine Similarities
    - Embedding
    - Map 2D
    - TSNE
- Research Agenda
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  - Network
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- Cluster Records
Tools
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- Associations
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- Bradford’s Law
- Coverage
- Lotka’s Law
- Query
- Statistics
- SummarySheet
- Trending Words per Year
- Word Trends
Report
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TODO: Emergence Indicators#

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