From 65827540c695ba6932490b7f0c8ef2c77d0b42f4 Mon Sep 17 00:00:00 2001 From: SOCIALSCIENCEai Date: Wed, 10 Jan 2024 07:06:52 +0000 Subject: [PATCH] NoVAD added --- README.md | 29 +- doc/licenses.txt | 53 +- sentibank/archive.py | 26 +- sentibank/dict_arXiv/NoVAD/NoVAD_v2013.csv | 13916 ++++++++++++++++ .../NoVAD/NoVAD_v2013_adjusted.pickle | Bin 0 -> 268248 bytes .../NoVAD/NoVAD_v2013_bidimensional.pickle | Bin 0 -> 449161 bytes ...=> SentiWordNet_v2010_logtransform.pickle} | Bin setup.py | 4 +- 8 files changed, 13996 insertions(+), 32 deletions(-) create mode 100644 sentibank/dict_arXiv/NoVAD/NoVAD_v2013.csv create mode 100644 sentibank/dict_arXiv/NoVAD/NoVAD_v2013_adjusted.pickle create mode 100644 sentibank/dict_arXiv/NoVAD/NoVAD_v2013_bidimensional.pickle rename sentibank/dict_arXiv/SentiWordNet/{SentiWordNet_v2010_nuanced.pickle => SentiWordNet_v2010_logtransform.pickle} (100%) diff --git a/README.md b/README.md index ee0b9be..4f62ff1 100644 --- a/README.md +++ b/README.md @@ -50,20 +50,21 @@ The predefined lexicon identifiers follow the convention {NAME}_{VERSION} - for See below for the available predefined lexicon identifier. -| Sentiment Dictionary | Associated Institution
(Principal Investigator) | Description | Genre | Domain | Predefined Identifiers (preprocessed) | -|------------------------|---------------------|---------------|------|-----|------------------------| -|**AFINN**
(Nielsen, 2011)| DTU Informatics
(Technical University of Denmark) | General purpose lexicon with sentiment ratings for common emotion words. |Social Media|General| `AFINN_v2009`, `AFINN_v2011`, `AFINN_v2015` | -|**Aigents+**
(Raheman et al., 2022)| Autonio Foundation | Lexicon optimised for social media posts related to cryptocurrencies. |Social Media|Cryptocurrency| `Aigents+_v2022`| -|**ANEW**
(Bradley and Lang, 1999)| NIMH Center for Emotion and Attention
(University of Florida) | Provides normative emotional ratings across pleasure, arousal, and dominance dimensions.|General|Psychology|`ANEW_v1999_simple`, `ANEW_v1999_weighted`| -|**Dictionary of Affect in Language (DAL)**
(Whissell, 1989; Whissell, 2009)| Laurentian University | Lexicon designed to quantify pleasantness, activation, and imagery dimensions across diverse everyday English words. | General | General | `DAL_v2009_norm`, `DAL_v2009_boosted`| -|**Discrete Emotions Dictionary (DED)**
(Fioroni et al., 2022)| Gallup | Lexicon focused on precisely distinguishing four key discrete emotions in political communication | News | Political Science | `DED_v2022` | -|**General Inquirer**
(Stone et al., 1962)| Harvard University | Lexicon capturing broad psycholinguistic dimensions across semantics, values and motivations. |General|Psychology, Political Science| `HarvardGI_v2000`| -|**Henry**
(Henry, 2006) | University of Miami | Leixcon designed for analysing tone in earnings press releases. |Corporate Communication (Earnings Press Releases)|Finance| `Henry_v2006`| -|**MASTER**
(Loughran and McDonland, 2011; Bodnaruk, Loughran and McDonald, 2015)| University of Notre Dame | Financial lexicons covering expressions common in business writing. |Regulatory Filings (10-K)|Finance| `MASTER_v2022`| -|**OpinionLexicon**
(Hu and Liu, 2004)| University of Illinois Chicago | Opinion words tailored for sentiment analysis of product reviews.|Product Reviews|Consumer Products|`OpinionLexicon_v2004`| -|**SentiWordNet**
(Esuli and Sebastiani, 2006; Baccianella, Esuli and Sebastiani, 2010)| Institute of Information Science and Technologies
(Consiglio Nazionale delle Ricerche) | Lexicon associating WordNet synsets with positive, negative, and objective scores. |General|General| `SentiWordNet_v2010_simple`, `SentiWordNet_v2010_nuanced` | -|**VADER**
(Hutto and Gilbert, 2014)| Georgia Institute of Technology | General purpose lexicon optimised for social media and microblogs. |Social Media|General| `VADER_v2014`| -|**WordNet-Affect**
(Strapparava and Valitutti, 2004; Valitutti, Strapparava and Stock, 2004; Strapparava, Valitutti and Stock, 2006)| Institute for Scientific and Technological Research
(Fondazione Bruno Kessler) | Hierarchically organised affective labels providing a granular emotional dimension. |General|Psychology| `WordNet-Affect_v2006`| +| Sentiment Dictionary | Description | Genre | Domain | Predefined Identifiers (preprocessed) | +|------------------------|---------------|------|-----|------------------------| +|**AFINN**
(Nielsen, 2011)| General purpose lexicon with sentiment ratings for common emotion words. |Social Media|General| `AFINN_v2009`, `AFINN_v2011`, `AFINN_v2015` | +|**Aigents+**
(Raheman et al., 2022)| Lexicon optimised for social media posts related to cryptocurrencies. |Social Media|Cryptocurrency| `Aigents+_v2022`| +|**ANEW**
(Bradley and Lang, 1999)| Provides normative emotional ratings across pleasure, arousal, and dominance dimensions.|General|Psychology|`ANEW_v1999_simple`, `ANEW_v1999_weighted`| +|**Dictionary of Affect in Language (DAL)**
(Whissell, 1989; Whissell, 2009)| Lexicon designed to quantify pleasantness, activation, and imagery dimensions across diverse everyday English words. | General | General | `DAL_v2009_boosted`, `DAL_v2009_norm` | +|**Discrete Emotions Dictionary (DED)**
(Fioroni et al., 2022)| Lexicon focused on precisely distinguishing four key discrete emotions in political communication | News | Political Science | `DED_v2022` | +|**General Inquirer**
(Stone et al., 1962)| Lexicon capturing broad psycholinguistic dimensions across semantics, values and motivations. |General|Psychology, Political Science| `HarvardGI_v2000`| +|**Henry**
(Henry, 2006) | Leixcon designed for analysing tone in earnings press releases. |Corporate Communication (Earnings Press Releases)|Finance| `Henry_v2006`| +|**MASTER**
(Loughran and McDonland, 2011; Bodnaruk, Loughran and McDonald, 2015)| Financial lexicons covering expressions common in business writing. |Regulatory Filings (10-K)|Finance| `MASTER_v2022`| +|**Norms of Valence, Arousal and Dominance (NoVAD)**
(Warriner, Kuperman and Brysbaert, 2013; Warriner and Kuperman, 2014)| A lexicon of 14,000 common English lemmas across valence, arousal, and dominance dimensions. | General | Psychology | `NoVAD_v2013_adjusted`, `NoVAD_v2013_bidimensional`| +|**OpinionLexicon**
(Hu and Liu, 2004)| Opinion words tailored for sentiment analysis of product reviews.|Product Reviews|Consumer Products|`OpinionLexicon_v2004`| +|**SentiWordNet**
(Esuli and Sebastiani, 2006; Baccianella, Esuli and Sebastiani, 2010)| Lexicon associating WordNet synsets with positive, negative, and objective scores. |General|General| `SentiWordNet_v2010_logtransform`, `SentiWordNet_v2010_simple`| +|**VADER**
(Hutto and Gilbert, 2014)| General purpose lexicon optimised for social media and microblogs. |Social Media|General| `VADER_v2014`| +|**WordNet-Affect**
(Strapparava and Valitutti, 2004; Valitutti, Strapparava and Stock, 2004; Strapparava, Valitutti and Stock, 2006)| Hierarchically organised affective labels providing a granular emotional dimension. |General|Psychology| `WordNet-Affect_v2006`| Refer [documentation](docs_link) for details on usage. diff --git a/doc/licenses.txt b/doc/licenses.txt index 9f37bb8..8f2e85e 100644 --- a/doc/licenses.txt +++ b/doc/licenses.txt @@ -18,7 +18,8 @@ https://github.com/aigents/aigents-java #ANEW -? +Publicly Avaliable +(Report) #DED (Discrete Emotions Dictionary) @@ -27,10 +28,13 @@ https://osf.io/cbm9e/ https://github.com/CenterForOpenScience/cos.io/blob/master/TERMS_OF_USE.md +Publicly Avaliable +(Open Science Framework) -#Dictionary of Affect -? +#DAL (Dictionary of Affect in Language) + +Publicly Avaliable #General Inquirer @@ -44,7 +48,8 @@ https://inquirer.sites.fas.harvard.edu/spreadsheet_guide.htm #Henry -Unspecified +Publicly avaliable +(SSRN) #MASTER @@ -54,11 +59,6 @@ For commercial licenses, please contact us at loughranmcdonald@gmail.com. https://sraf.nd.edu/loughranmcdonald-master-dictionary/ -#MPQA - -? - - #News PMI ? @@ -87,6 +87,7 @@ https://github.com/consose/SentiBigNomics #SenticNet +MIT License https://sentic.net/downloads/ @@ -120,9 +121,6 @@ You are free to share and adapt the lexicon, as long as you give attribution to https://wndomains.fbk.eu/download.html - - - #EmoLex Custom License @@ -170,4 +168,33 @@ https://arxiv.org/abs/1406.0032 #SentiStrength -http://sentistrength.wlv.ac.uk/ \ No newline at end of file +http://sentistrength.wlv.ac.uk/ + + +#MPQA + +The annotations in this data collection are copyrighted by the MITRE Corporation. +User acknowledges and agrees that: +(i) as between User and MITRE, MITRE owns all the right, title and interest in the Annotated Content, unless expressly stated otherwise; +(ii) nothing in this Agreement shall confer in User any right of ownership in the Annotated Content; and +(iii) User is granted a non-exclusive, royalty free, worldwide licence (with no right to sublicense) to use the Annotated Content solely for academic and research purposes. +This Agreement is governed by the law of the Commonwealth of Massachusetts and User agrees to submit to the exclusive jurisdiction of the Massachusetts courts. + + +#+/-Effect Lexicon + +GNU General Public License + + +#Warriner + +Publicly avaliable +(Springer) +https://www.springernature.com/gp/authors/research-data-policy/data-availability-statements + + +#HSSWE + +https://github.com/NUSTM/HSSWE/tree/master +https://aclanthology.org/D17-1052/ +CC BY 4.0 DEED \ No newline at end of file diff --git a/sentibank/archive.py b/sentibank/archive.py index 154db0b..1d8c211 100644 --- a/sentibank/archive.py +++ b/sentibank/archive.py @@ -102,9 +102,9 @@ def dict(self, idx: str): with open(file_path, "rb") as handle: self.lex_dict = pickle.load(handle) - elif idx == "SentiWordNet_v2010_nuanced": + elif idx == "SentiWordNet_v2010_logtransform": file_path = os.path.join( - self.script_dir, "dict_arXiv", "SentiWordNet", "SentiWordNet_v2010_nuanced.pickle" + self.script_dir, "dict_arXiv", "SentiWordNet", "SentiWordNet_v2010_logtransform.pickle" ) with open(file_path, "rb") as handle: self.lex_dict = pickle.load(handle) @@ -157,6 +157,20 @@ def dict(self, idx: str): ) with open(file_path, "rb") as handle: self.lex_dict = pickle.load(handle) + + elif idx == "NoVAD_v2013_bidimensional": + file_path = os.path.join( + self.script_dir, "dict_arXiv", "NoVAD", "NoVAD_v2013_bidimensional.pickle" + ) + with open(file_path, "rb") as handle: + self.lex_dict = pickle.load(handle) + + elif idx == "NoVAD_v2013_adjusted": + file_path = os.path.join( + self.script_dir, "dict_arXiv", "NoVAD", "NoVAD_v2013_adjusted.pickle" + ) + with open(file_path, "rb") as handle: + self.lex_dict = pickle.load(handle) else: raise ValueError @@ -261,7 +275,13 @@ def origin(self, idx: str): self.script_dir, "dict_arXiv", "DAL", "DAL_v2009.csv" ) self.origin_df = pd.read_csv(file_path) - + + elif idx == "NoVAD_v2013": + file_path = os.path.join( + self.script_dir, "dict_arXiv", "NoVAD", "NoVAD_v2013.csv" + ) + self.origin_df = pd.read_csv(file_path) + else: raise ValueError diff --git a/sentibank/dict_arXiv/NoVAD/NoVAD_v2013.csv b/sentibank/dict_arXiv/NoVAD/NoVAD_v2013.csv new file mode 100644 index 0000000..aa1cfeb --- /dev/null +++ b/sentibank/dict_arXiv/NoVAD/NoVAD_v2013.csv @@ -0,0 +1,13916 @@ +Word,V.Mean.Sum,V.SD.Sum,V.Rat.Sum,A.Mean.Sum,A.SD.Sum,A.Rat.Sum,D.Mean.Sum,D.SD.Sum,D.Rat.Sum,V.Mean.M,V.SD.M,V.Rat.M,V.Mean.F,V.SD.F,V.Rat.F,A.Mean.M,A.SD.M,A.Rat.M,A.Mean.F,A.SD.F,A.Rat.F,D.Mean.M,D.SD.M,D.Rat.M,D.Mean.F,D.SD.F,D.Rat.F,V.Mean.Y,V.SD.Y,V.Rat.Y,V.Mean.O,V.SD.O,V.Rat.O,A.Mean.Y,A.SD.Y,A.Rat.Y,A.Mean.O,A.SD.O,A.Rat.O,D.Mean.Y,D.SD.Y,D.Rat.Y,D.Mean.O,D.SD.O,D.Rat.O,V.Mean.L,V.SD.L,V.Rat.L,V.Mean.H,V.SD.H,V.Rat.H,A.Mean.L,A.SD.L,A.Rat.L,A.Mean.H,A.SD.H,A.Rat.H,D.Mean.L,D.SD.L,D.Rat.L,D.Mean.H,D.SD.H,D.Rat.H +aardvark,6.26,2.21,19,2.41,1.4,22,4.27,1.75,15,6.18,1.66,11,6.0,2.94,7,3.0,1.41,8,2.07,1.33,14,4.0,1.58,5,4.4,1.9,10,6.12,2.03,8,6.36,2.42,11,2.56,1.74,9,2.31,1.18,13,3.62,2.0,8,5.0,1.15,7,6.5,2.5,12,5.86,1.68,7,2.27,1.56,11,2.55,1.29,11,4.12,1.64,8,4.43,1.99,7 +abalone,5.3,1.59,20,2.65,1.9,20,4.95,1.79,22,5.71,1.38,7,5.08,1.71,13,2.56,1.94,9,2.73,1.95,11,5.33,2.73,6,4.81,1.38,16,5.0,1.49,10,5.78,1.72,9,2.75,1.91,8,2.58,1.98,12,5.13,1.77,15,4.57,1.9,7,4.73,1.56,11,6.0,1.41,9,2.83,1.95,12,2.38,1.92,8,5.55,2.21,11,4.36,1.03,11 +abandon,2.84,1.54,19,3.73,2.43,22,3.32,2.5,22,2.45,1.29,11,3.57,1.81,7,4.5,2.83,8,3.29,2.16,14,4.0,3.1,6,3.06,2.29,16,2.75,1.28,8,2.91,1.76,11,3.78,2.28,9,3.69,2.63,13,3.7,2.58,10,3.0,2.49,12,2.92,1.88,12,2.71,0.76,7,3.64,2.8,11,3.82,2.14,11,2.77,2.09,13,4.11,2.93,9 +abandonment,2.63,1.74,19,4.95,2.64,21,2.64,1.81,28,2.17,1.6,6,2.85,1.82,13,4.3,2.5,10,5.55,2.73,11,3.09,2.17,11,2.35,1.54,17,3.27,1.95,11,1.75,0.89,8,4.55,2.66,11,5.4,2.67,10,2.78,1.83,18,2.4,1.84,10,2.92,1.61,13,2.0,2.0,6,4.79,2.72,14,5.29,2.63,7,2.31,1.45,16,3.08,2.19,12 +abbey,5.85,1.69,20,2.2,1.7,20,5.0,2.02,25,4.75,1.71,4,6.12,1.63,16,4.0,1.83,4,1.75,1.39,16,5.56,2.24,9,4.69,1.89,16,5.88,1.55,8,5.83,1.85,12,2.44,1.67,9,2.0,1.79,11,4.93,1.98,14,5.09,2.17,11,5.36,1.21,11,6.44,2.07,9,1.78,1.39,9,2.55,1.92,11,4.83,2.18,18,5.43,1.62,7 +abdomen,5.43,1.75,21,3.68,2.23,22,5.15,1.94,27,5.3,1.64,10,5.55,1.92,11,3.0,2.0,7,4.0,2.33,15,4.76,2.17,17,5.8,1.32,10,5.64,2.16,11,5.2,1.23,10,3.4,3.36,5,3.76,1.92,17,5.07,2.2,14,5.23,1.69,13,5.69,2.02,13,5.0,1.2,8,3.1,2.73,10,4.17,1.7,12,5.93,1.9,14,4.31,1.65,13 +abdominal,4.48,1.59,23,3.5,1.82,22,5.32,2.11,19,4.36,2.25,11,4.58,0.67,12,2.6,2.07,5,3.88,1.71,16,5.83,2.04,6,5.08,2.18,13,4.8,1.66,15,3.88,1.36,8,3.75,1.91,12,3.33,1.8,9,5.0,1.0,9,5.6,2.8,10,4.92,1.51,12,4.0,1.61,11,3.17,1.99,12,3.9,1.6,10,6.5,1.52,6,4.77,2.17,13 +abduct,2.42,1.61,19,5.9,2.57,20,2.75,2.13,24,2.38,1.71,13,2.5,1.52,6,5.0,2.74,5,6.2,2.54,15,3.08,1.66,13,2.36,2.62,11,3.33,1.87,9,1.6,0.7,10,6.0,2.65,7,5.85,2.64,13,3.0,2.45,11,2.54,1.9,13,2.22,1.92,9,2.6,1.35,10,5.4,2.67,10,6.4,2.5,10,2.89,2.52,9,2.67,1.95,15 +abduction,2.05,1.31,19,5.33,2.2,21,3.02,2.42,48,2.67,1.97,6,1.77,0.83,13,5.25,2.43,8,5.38,2.14,13,3.47,2.4,17,2.77,2.43,31,2.5,1.51,10,1.56,0.88,9,5.78,1.3,9,5.0,2.7,12,2.58,1.96,26,3.55,2.82,22,1.75,0.89,8,2.27,1.56,11,5.7,1.49,10,5.0,2.72,11,3.03,2.39,30,3.0,2.54,18 +abide,5.52,1.75,21,3.26,2.22,23,5.33,2.83,18,5.0,1.87,9,5.92,1.62,12,4.45,2.3,11,2.17,1.53,12,5.6,2.55,10,5.0,3.3,8,4.29,2.06,7,6.23,1.24,13,4.09,2.3,11,2.5,1.93,12,5.29,3.3,7,5.36,2.66,11,5.38,2.1,13,5.75,1.04,8,2.82,2.04,11,3.67,2.39,12,3.44,2.24,9,7.22,1.99,9 +abiding,5.57,1.75,23,3.59,2.26,22,6.6,2.3,20,5.5,1.31,8,5.6,1.99,15,3.8,2.04,10,3.42,2.5,12,7.71,1.5,7,6.0,2.48,13,5.83,1.95,12,5.27,1.56,11,3.45,2.02,11,3.73,2.57,11,6.2,2.4,15,7.8,1.64,5,5.55,1.97,11,5.58,1.62,12,3.6,2.37,10,3.58,2.27,12,6.3,2.16,10,6.9,2.51,10 +ability,7.0,1.59,20,4.85,2.74,20,6.55,2.48,22,7.2,1.3,5,6.93,1.71,15,5.62,3.16,8,4.33,2.42,12,6.25,2.45,12,6.9,2.6,10,7.0,1.66,9,7.0,1.61,11,4.78,2.86,9,4.91,2.77,11,4.71,1.98,7,7.4,2.26,15,6.3,1.77,10,7.7,1.06,10,4.54,2.67,13,5.43,2.99,7,7.0,2.59,12,6.0,2.36,10 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+compulsive,4.5,1.7,20,4.67,2.61,21,4.35,2.58,26,5.0,2.24,7,4.23,1.36,13,4.56,2.79,9,4.75,2.6,12,3.57,2.03,14,5.36,3.04,11,4.73,1.35,11,4.22,2.11,9,5.5,2.14,8,4.15,2.82,13,5.31,2.63,16,2.67,1.66,9,5.0,1.58,13,3.57,1.62,7,4.67,2.66,15,4.67,2.73,6,4.36,2.69,11,4.33,2.58,15 +compulsory,4.16,1.17,19,3.72,2.24,18,4.06,2.99,17,4.36,1.21,11,3.88,1.13,8,4.75,2.5,4,3.43,2.17,14,4.62,2.97,8,3.56,3.09,9,4.62,1.3,8,3.82,0.98,11,4.29,2.14,7,3.36,2.34,11,4.83,3.19,6,3.64,2.94,11,4.31,1.25,13,3.83,0.98,6,2.82,2.14,11,5.14,1.68,7,3.86,3.67,7,4.2,2.62,10 +compute,5.74,1.19,19,3.45,2.3,22,6.68,1.68,28,6.0,0.76,8,5.55,1.44,11,2.44,1.59,9,4.15,2.51,13,6.86,1.83,14,6.5,1.56,14,5.44,1.13,9,6.0,1.25,10,3.55,1.86,11,3.36,2.77,11,6.36,1.65,14,7.0,1.71,14,5.4,0.84,10,6.11,1.45,9,3.9,2.33,10,3.08,2.31,12,6.25,1.48,12,7.0,1.79,16 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+concert,7.0,1.22,21,5.17,3.14,24,5.4,2.23,20,7.0,1.07,8,7.0,1.35,13,6.83,2.14,6,4.61,3.27,18,5.82,2.18,11,4.89,2.32,9,7.08,1.24,12,6.89,1.27,9,6.0,2.58,10,4.57,3.46,14,5.62,2.36,13,5.0,2.08,7,7.07,1.07,14,6.86,1.57,7,6.12,2.6,16,3.25,3.41,8,5.5,1.78,12,5.25,2.92,8 +concerto,5.7,1.56,20,3.14,2.19,22,5.67,2.25,27,6.14,2.12,7,5.46,1.2,13,4.0,2.21,10,2.42,1.98,12,5.87,2.2,15,5.45,2.5,11,5.36,1.69,11,6.11,1.36,9,3.78,2.39,9,2.69,2.02,13,5.82,2.67,17,5.44,1.42,9,5.77,1.79,13,5.57,1.13,7,2.94,2.26,16,3.67,2.07,6,5.08,2.5,12,6.13,2.0,15 +concession,5.32,1.84,22,3.71,2.05,21,5.8,2.12,20,5.38,1.41,8,5.29,2.09,14,4.22,2.33,9,3.33,1.83,12,6.57,2.15,7,5.38,2.06,13,5.09,2.07,11,5.55,1.63,11,4.0,2.0,11,3.4,2.17,10,5.93,2.15,15,5.4,2.19,5,5.6,1.71,10,5.08,1.98,12,3.3,1.77,10,4.09,2.3,11,5.7,1.49,10,5.9,2.69,10 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+conclude,4.81,1.36,21,2.57,1.97,23,5.85,2.06,20,5.12,1.46,8,4.62,1.33,13,3.83,2.23,6,2.12,1.73,17,6.18,1.94,11,5.44,2.24,9,4.67,1.44,12,5.0,1.32,9,2.9,1.91,10,2.31,2.06,13,6.15,2.08,13,5.29,2.06,7,4.5,1.29,14,5.43,1.4,7,3.2,2.14,15,1.38,0.74,8,5.92,2.02,12,5.75,2.25,8 +conclusion,4.8,1.74,20,3.95,2.06,22,6.63,1.77,19,4.67,2.35,9,4.91,1.14,11,2.6,1.67,5,4.5,2.0,16,6.67,2.25,6,6.62,1.61,13,4.86,1.83,14,4.67,1.63,6,4.5,2.28,12,3.44,1.67,9,6.11,1.27,9,7.1,2.08,10,5.3,1.57,10,4.3,1.83,10,3.75,2.05,12,4.2,2.15,10,6.5,2.26,6,6.69,1.6,13 +conclusive,5.32,1.46,22,3.92,1.92,26,6.79,1.74,24,5.89,1.36,9,4.92,1.44,13,3.4,2.27,10,4.25,1.65,16,6.0,1.8,9,7.27,1.58,15,5.75,0.71,8,5.07,1.73,14,4.31,2.06,13,3.54,1.76,13,6.67,1.87,12,6.92,1.68,12,4.83,1.03,12,5.9,1.73,10,3.8,2.27,15,4.09,1.38,11,6.85,1.72,13,6.73,1.85,11 +concoction,5.52,1.78,21,4.16,2.36,25,5.63,1.95,19,4.89,2.03,9,6.0,1.48,12,3.5,2.74,6,4.28,2.3,18,5.0,2.24,7,6.0,1.76,12,5.44,1.79,16,5.8,1.92,5,3.86,2.74,14,4.4,1.84,10,6.22,2.44,9,5.1,1.29,10,5.42,2.15,12,5.67,1.22,9,4.62,2.5,16,3.33,1.94,9,5.18,1.83,11,6.25,2.05,8 +concourse,4.9,1.37,21,3.71,1.93,21,5.2,2.2,25,5.25,0.97,12,4.44,1.74,9,4.29,2.06,7,3.43,1.87,14,4.5,2.17,10,5.67,2.16,15,4.0,2.0,4,5.12,1.17,17,3.4,2.01,10,4.0,1.9,11,4.86,2.27,7,5.33,2.22,18,4.5,1.51,12,5.44,1.01,9,3.92,2.02,13,3.38,1.85,8,4.78,1.92,9,5.44,2.37,16 +concrete,4.82,1.5,22,3.63,1.95,19,5.9,2.0,21,5.2,1.48,5,4.69,1.58,16,3.88,2.3,8,3.45,1.75,11,5.9,1.73,10,5.91,2.3,11,4.92,1.24,12,4.7,1.83,10,3.2,1.55,10,4.11,2.32,9,5.83,2.08,12,6.0,2.0,9,4.91,1.22,11,4.73,1.79,11,3.12,1.73,8,4.0,2.1,11,6.33,1.32,9,5.58,2.39,12 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ukPfDVwgP18Eh6~Z<*R=53WbOfT4h9mng}x6tVLgKR6W&#LA-MFPyau>%-rz+ literal 0 HcmV?d00001 diff --git a/sentibank/dict_arXiv/SentiWordNet/SentiWordNet_v2010_nuanced.pickle b/sentibank/dict_arXiv/SentiWordNet/SentiWordNet_v2010_logtransform.pickle similarity index 100% rename from sentibank/dict_arXiv/SentiWordNet/SentiWordNet_v2010_nuanced.pickle rename to sentibank/dict_arXiv/SentiWordNet/SentiWordNet_v2010_logtransform.pickle diff --git a/setup.py b/setup.py index 14a888a..817fe7b 100644 --- a/setup.py +++ b/setup.py @@ -11,13 +11,13 @@ def run(self): setup( name='sentibank', packages=['sentibank'], - version='0.0.5', + version='0.0.5.1', license='CC BY-NC-SA 4.0', description='Unifying sentiment lexicons and dictionaries into an accessible open python package', author='Nick S.H Oh', author_email='nick.sh.oh@socialscience.ai', url='https://github.com/socius-org/sentibank', - download_url='https://github.com/socius-org/sentibank/archive/refs/tags/0.0.5.tar.gz', + download_url='https://github.com/socius-org/sentibank/archive/refs/tags/0.0.5.1.tar.gz', keywords=[ 'AI', 'Social Science',