Merge pull request scipy-conference#630 from jsingh811/2021

Paper: Analyzing YouTube using Python and Machine Learning
grlee77 · Jul 5, 2021 · 665547e · 665547e
2 parents 0489ad9 + 3db09f4
commit 665547e
Show file tree

Hide file tree

Showing 16 changed files with 670 additions and 0 deletions.
diff --git a/papers/jyotika_singh/comments.png b/papers/jyotika_singh/comments.png
diff --git a/papers/jyotika_singh/comments_month.png b/papers/jyotika_singh/comments_month.png
diff --git a/papers/jyotika_singh/comments_year.png b/papers/jyotika_singh/comments_year.png
diff --git a/papers/jyotika_singh/flights.png b/papers/jyotika_singh/flights.png
diff --git a/papers/jyotika_singh/flights_s.png b/papers/jyotika_singh/flights_s.png
diff --git a/papers/jyotika_singh/hotels.png b/papers/jyotika_singh/hotels.png
diff --git a/papers/jyotika_singh/jyotika_singh.rst b/papers/jyotika_singh/jyotika_singh.rst
diff --git a/papers/jyotika_singh/likes_month.png b/papers/jyotika_singh/likes_month.png
diff --git a/papers/jyotika_singh/likes_year.png b/papers/jyotika_singh/likes_year.png
diff --git a/papers/jyotika_singh/locs.png b/papers/jyotika_singh/locs.png
diff --git a/papers/jyotika_singh/paper.bib b/papers/jyotika_singh/paper.bib
@@ -0,0 +1,111 @@
+@misc{enwiki,
+	author = "{Wikipedia contributors}",
+	title = "Natural language processing --- {Wikipedia}{,} The Free Encyclopedia",
+	year = "2021",
+	howpublished = "\url{https://en.wikipedia.org/w/index.php?title=Natural_language_processing&oldid=1030186679}",
+	note = "[Online; accessed 25-June-2021]"
+}
+
+@book{bird,
+	author = {Bird, Steven and Klein, Ewan and Loper, Edward},
+	year = {2009},
+	month = {01},
+	pages = {},
+	title = {Natural Language Processing with Python},
+	isbn = {978-0-596-51649-9}
+}
+
+@inproceedings{CoNLL,
+	author = {Bennani-Smires, Kamil and Musat, Claudiu and Hossmann, Andreea and Baeriswyl, Michael and Jaggi, Martin},
+	year = {2018},
+	month = {10},
+	pages = {},
+	title = {Simple Unsupervised Keyphrase Extraction using Sentence Embeddings},
+	doi = {10.18653/v1/K18-1022}
+}
+
+@software{spacy,
+	author = {Honnibal, Matthew and Montani, Ines and Van Landeghem, Sofie and Boyd, Adriane},
+	title = {{spaCy: Industrial-strength Natural Language Processing in Python}},
+	year = 2020,
+	publisher = {Zenodo},
+	doi = {10.5281/zenodo.1212303},
+	url = {https://doi.org/10.5281/zenodo.1212303}
+}
+
+@software{pyYouTubeAnalysis,
+	doi = {10.5281/ZENODO.5044556},
+	url = {https://zenodo.org/record/5044556},
+	author = {Singh,  Jyotika},
+	title = {jsingh811/pyYouTubeAnalysis: YouTube Data Requests and Natural Language Processing on Text},
+	publisher = {Zenodo},
+	year = {2021},
+	copyright = {Open Access}
+}
+
+@article{textblob,
+	title={textblob Documentation},
+	author={Loria, Steven},
+	journal={Release 0.15},
+	volume={2},
+	year={2018}
+}
+
+@article{langdetect,
+	added-at = {2016-10-10T16:03:01.000+0200},
+	author = {Shuyo, Nakatani},
+	biburl = {https://www.bibsonomy.org/bibtex/20f33a503dff8a254a64e4f38517b8621/l.sz.},
+	interhash = {319b16db10ac28fa415d202c781b1530},
+	intrahash = {0f33a503dff8a254a64e4f38517b8621},
+	keywords = {google java langdetect python},
+	timestamp = {2017-03-29T14:43:14.000+0200},
+	title = {Language Detection Library for Java},
+	url = {http://code.google.com/p/language-detection/},
+	year = 2010
+}
+
+@inproceedings{OpenSubtitles2016,
+	author    = {Pierre Lison and
+	J{\"{o}}rg Tiedemann},
+	editor    = {Nicoletta Calzolari and
+	Khalid Choukri and
+	Thierry Declerck and
+	Sara Goggi and
+	Marko Grobelnik and
+	Bente Maegaard and
+	Joseph Mariani and
+	H{\'{e}}l{\`{e}}ne Mazo and
+	Asunci{\'{o}}n Moreno and
+	Jan Odijk and
+	Stelios Piperidis},
+	title     = {OpenSubtitles2016: Extracting Large Parallel Corpora from Movie and
+	{TV} Subtitles},
+	booktitle = {Proceedings of the Tenth International Conference on Language Resources
+	and Evaluation {LREC} 2016, Portoro{\v{z}}, Slovenia, May 23-28, 2016},
+	publisher = {European Language Resources Association {(ELRA)}},
+	year      = {2016},
+	url       = {http://www.lrec-conf.org/proceedings/lrec2016/summaries/947.html},
+	timestamp = {Mon, 19 Aug 2019 15:22:18 +0200},
+	biburl    = {https://dblp.org/rec/conf/lrec/LisonT16.bib},
+	bibsource = {dblp computer science bibliography, https://dblp.org}
+}
+
+@article{rehurek2011gensim,
+	title={Gensim--python framework for vector space modelling},
+	author={Rehurek, Radim and Sojka, Petr},
+	journal={NLP Centre, Faculty of Informatics, Masaryk University, Brno, Czech Republic},
+	volume={3},
+	number={2},
+	year={2011}
+}
+
+@article{wordcloud,
+	author = {Oesper, Layla and Merico, Daniele and Isserlin, Ruth and Bader, Gary},
+	year = {2011},
+	month = {04},
+	pages = {7},
+	title = {WordCloud: A Cytoscape plugin to create a visual semantic summary of networks},
+	volume = {6},
+	journal = {Source code for biology and medicine},
+	doi = {10.1186/1751-0473-6-7}
+}
diff --git a/papers/jyotika_singh/stats_shift.png b/papers/jyotika_singh/stats_shift.png
diff --git a/papers/jyotika_singh/videos.png b/papers/jyotika_singh/videos.png
diff --git a/papers/jyotika_singh/views_month.png b/papers/jyotika_singh/views_month.png
diff --git a/papers/jyotika_singh/views_year.png b/papers/jyotika_singh/views_year.png
diff --git a/papers/jyotika_singh/yearly_stats.png b/papers/jyotika_singh/yearly_stats.png