Julia Silge

58 total papers · 1.7k total citations
9 papers, 977 citations indexed

About

Julia Silge is a scholar working on Astronomy and Astrophysics, Artificial Intelligence and Information Systems. According to data from OpenAlex, Julia Silge has authored 9 papers receiving a total of 977 indexed citations (citations by other indexed papers that have themselves been cited), including 2 papers in Astronomy and Astrophysics, 2 papers in Artificial Intelligence and 1 paper in Information Systems. Recurrent topics in Julia Silge's work include Galaxies: Formation, Evolution, Phenomena (2 papers), Stellar, planetary, and galactic studies (2 papers) and Advanced Text Analysis Techniques (2 papers). Julia Silge is often cited by papers focused on Galaxies: Formation, Evolution, Phenomena (2 papers), Stellar, planetary, and galactic studies (2 papers) and Advanced Text Analysis Techniques (2 papers). Julia Silge collaborates with scholars based in United States and Austria. Julia Silge's co-authors include David M. Robinson, David J. Robinson, Karl Gebhardt, Marcel Bergmann, D. O. Richstone, John C. Nash, Jim Hester and Spencer Graves and has published in prestigious journals such as The Astronomical Journal, The R Journal and INFM-OAR (INFN Catania).

In The Last Decade

Julia Silge

6 papers receiving 920 citations

Hit Papers

tidytext: Text Mining and... 2016 2026 2019 2022 2016 2017 100 200 300 400 500
What are hit papers?

Hit papers significantly outperform the citation benchmark for their cohort. A paper qualifies if it has ≥500 total citations, achieves ≥1.5× the top-1% citation benchmark for papers published in the same subfield and year, or reaches the top citation threshold in at least one of its specific research topics.

  1. tidytext: Text Mining and Analysis Using Tidy Data Principles in R
    2016 555 citations Julia Silge, David M. Robinson The Journal of Open Source Software profile →
  2. Text Mining with R: A Tidy Approach
    2017 323 citations Julia Silge, David J. Robinson CERN Document Server (European Organization for Nuclear Research) profile →

Author Peers

Peers are selected by citation overlap in the author's most active subfields. citations · hero ref

Author Last Decade Papers Cites
Julia Silge 259 189 100 87 86 9 977
Stephen Cave 241 0.9× 244 1.3× 71 0.7× 33 0.4× 25 0.3× 19 898
Jacob G. Foster 194 0.7× 149 0.8× 29 0.3× 39 0.4× 65 0.8× 29 1.1k
Virginia Eubanks 367 1.4× 113 0.6× 31 0.3× 76 0.9× 29 0.3× 13 991
Yuval Noah Harari 385 1.5× 77 0.4× 127 1.3× 40 0.5× 9 0.1× 38 1.2k
Stephen B. Miles 158 0.6× 85 0.4× 48 0.5× 46 0.5× 5 0.1× 5 829
Andrea L. Guzman 446 1.7× 415 2.2× 185 1.9× 228 2.6× 63 0.7× 21 1.1k
Petter Törnberg 619 2.4× 174 0.9× 40 0.4× 369 4.2× 80 0.9× 47 1.1k
Lena Wahlberg 229 0.9× 81 0.4× 101 1.0× 22 0.3× 5 0.1× 19 949
William McGucken 318 1.2× 29 0.2× 33 0.3× 66 0.8× 8 0.1× 16 892
Fulvio Mazzocchi 120 0.5× 73 0.4× 36 0.4× 17 0.2× 9 0.1× 34 815

Countries citing papers authored by Julia Silge

Since Specialization
Citations

This map shows the geographic impact of Julia Silge's research. It shows the number of citations coming from papers published by authors working in each country. You can also color the map by specialization and compare the number of citations received by Julia Silge with the expected number of citations based on a country's size and research output (numbers larger than one mean the country cites Julia Silge more than expected).

Fields of papers citing papers by Julia Silge

Since Specialization
Physical SciencesHealth SciencesLife SciencesSocial Sciences

This network shows the impact of papers produced by Julia Silge. Nodes represent research fields, and links connect fields that are likely to share authors. Colored nodes show fields that tend to cite the papers produced by Julia Silge. The network helps show where Julia Silge may publish in the future.

Co-authorship network of co-authors of Julia Silge

This figure shows the co-authorship network connecting the top 25 collaborators of Julia Silge. A scholar is included among the top collaborators of Julia Silge based on the total number of citations received by their joint publications. Widths of edges represent the number of papers authors have co-authored together. Node borders signify the number of papers an author published with Julia Silge. Julia Silge is excluded from the visualization to improve readability, since they are connected to all nodes in the network.

All Works

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Rankless uses publication and citation data sourced from OpenAlex, an open and comprehensive bibliographic database. While OpenAlex provides broad and valuable coverage of the global research landscape, it—like all bibliographic datasets—has inherent limitations. These include incomplete records, variations in author disambiguation, differences in journal indexing, and delays in data updates. As a result, some metrics and network relationships displayed in Rankless may not fully capture the entirety of a scholar's output or impact.

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