joboffer: The text of a job offer, annotated with the package udpipe
In textrank: Summarize Text by Ranking Sentences and Finding Keywords
Description
The text of a job offer, annotated with the package udpipe
Examples
1
2
3
Example output
'data.frame': 535 obs. of 14 variables:
$ doc_id : chr "doc1" "doc1" "doc1" "doc1" ...
$ paragraph_id : int 1 1 1 1 1 1 1 1 2 2 ...
$ sentence_id : int 1 1 1 1 1 1 1 1 2 2 ...
$ sentence : chr "Statistical expert / data scientist / analytical developer" "Statistical expert / data scientist / analytical developer" "Statistical expert / data scientist / analytical developer" "Statistical expert / data scientist / analytical developer" ...
$ token_id : chr "1" "2" "3" "4" ...
$ token : chr "Statistical" "expert" "/" "data" ...
$ lemma : chr "Statistical" "expert" "/" "data" ...
$ upos : chr "ADJ" "NOUN" "PUNCT" "NOUN" ...
$ xpos : chr "JJ" "NN" "," "NN" ...
$ feats : chr "Degree=Pos" "Number=Sing" NA "Number=Sing" ...
$ head_token_id: chr "2" "0" "5" "5" ...
$ dep_rel : chr "amod" "root" "cc" "compound" ...
$ deps : chr NA NA NA NA ...
$ misc : chr NA NA NA NA ...
[1] "Statistical expert / data scientist / analytical developer"
[2] "BNOSAC (Belgium Network of Open Source Analytical Consultants), is a Belgium consultancy company specialized in data analysis and statistical consultancy using open source tools."
[3] "In order to increase and enhance the services provided to our clients, we are on the lookout for an all-round statistical expert, data scientist and analytical developer."
[4] "Function:"
[5] "Your main task will be the execution of a diverse range of consultancy services in the field of statistics and data science."
[6] "You will be involved in a small team where you handle the consultancy services from the start of the project until the end."
[7] "This covers:"
[8] "Joint meeting with clients on the topic of the analysis."
[9] "Acquaintance with the data."
[10] "Analysis of the techniques that are required to execute the study."
[11] "Mostly standard statistical and biostatistical modelling, predictive analytics & machine learning techniques."
[12] "Perform statistical design, modeling and analysis, together with more seniors."
[13] "Building the report on the data analysis."
[14] "Automating and R/Python package development."
[15] "Integration of the models into the existing architecture."
[16] "Giving advise to the client on the research questions, design or integration."
[17] "Next to that, you will help in building data products and help sell them."
[18] "These cover text mining, integration of predictive analytics in existing tools and the creation of specific data analysis tools and web services."
[19] "You also might be involved in providing data science related courses for clients."
[20] "Profile:"
[21] "You have a master degree in the domain of Statistics, Biostatistics, Mathematics, Commercial or Industrial Engineering, Economics or similar."
[22] "You have a strong interest in statistics and data analysis."
[23] "You have good communication skills, are fluent in English and know either Dutch or French."
[24] "You soak up new knowledge and either just make things work or have the attitude of 'I can do this'."
[25] "Besides this, you have attention to detail and adapt to changes quickly."
[26] "You have programming experience in R or you really want to switch to using R."
[27] "You have a sound knowledge of another data analysis language (Python, SQL, javascript) and you don't care in which relational database, Excel, bigdata or noSQL store your data is located."
[28] "Interested in robotics is a plus."
[29] "Offer:"
[30] "A half or full-time employment depending on your personal situation."
[31] "The ability to get involved in a whole range of sectors and topics and the flexibility to shape your own future."
[32] "The usage of a diverse range of statistical & data science techniques."
[33] "Support in getting up to speed quickly in the usage of R."
[34] "An environment in which you can develop your talent and make your own proposals the standard way to go."
[35] "Liberty in managing your open source projects during working hours."
[36] "Contact:"
[37] "To apply or in order to get more information about the job content, please contact us at: http://bnosac.be/index.php/contact/get-in-touch"
textrank documentation built on Oct. 23, 2020, 5:21 p.m.
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Note that we can't provide technical support on individual packages. You should contact the package authors for that.
Description
The text of a job offer, annotated with the package udpipe
Examples
1 2 3 |
Example output
'data.frame': 535 obs. of 14 variables:
$ doc_id : chr "doc1" "doc1" "doc1" "doc1" ...
$ paragraph_id : int 1 1 1 1 1 1 1 1 2 2 ...
$ sentence_id : int 1 1 1 1 1 1 1 1 2 2 ...
$ sentence : chr "Statistical expert / data scientist / analytical developer" "Statistical expert / data scientist / analytical developer" "Statistical expert / data scientist / analytical developer" "Statistical expert / data scientist / analytical developer" ...
$ token_id : chr "1" "2" "3" "4" ...
$ token : chr "Statistical" "expert" "/" "data" ...
$ lemma : chr "Statistical" "expert" "/" "data" ...
$ upos : chr "ADJ" "NOUN" "PUNCT" "NOUN" ...
$ xpos : chr "JJ" "NN" "," "NN" ...
$ feats : chr "Degree=Pos" "Number=Sing" NA "Number=Sing" ...
$ head_token_id: chr "2" "0" "5" "5" ...
$ dep_rel : chr "amod" "root" "cc" "compound" ...
$ deps : chr NA NA NA NA ...
$ misc : chr NA NA NA NA ...
[1] "Statistical expert / data scientist / analytical developer"
[2] "BNOSAC (Belgium Network of Open Source Analytical Consultants), is a Belgium consultancy company specialized in data analysis and statistical consultancy using open source tools."
[3] "In order to increase and enhance the services provided to our clients, we are on the lookout for an all-round statistical expert, data scientist and analytical developer."
[4] "Function:"
[5] "Your main task will be the execution of a diverse range of consultancy services in the field of statistics and data science."
[6] "You will be involved in a small team where you handle the consultancy services from the start of the project until the end."
[7] "This covers:"
[8] "Joint meeting with clients on the topic of the analysis."
[9] "Acquaintance with the data."
[10] "Analysis of the techniques that are required to execute the study."
[11] "Mostly standard statistical and biostatistical modelling, predictive analytics & machine learning techniques."
[12] "Perform statistical design, modeling and analysis, together with more seniors."
[13] "Building the report on the data analysis."
[14] "Automating and R/Python package development."
[15] "Integration of the models into the existing architecture."
[16] "Giving advise to the client on the research questions, design or integration."
[17] "Next to that, you will help in building data products and help sell them."
[18] "These cover text mining, integration of predictive analytics in existing tools and the creation of specific data analysis tools and web services."
[19] "You also might be involved in providing data science related courses for clients."
[20] "Profile:"
[21] "You have a master degree in the domain of Statistics, Biostatistics, Mathematics, Commercial or Industrial Engineering, Economics or similar."
[22] "You have a strong interest in statistics and data analysis."
[23] "You have good communication skills, are fluent in English and know either Dutch or French."
[24] "You soak up new knowledge and either just make things work or have the attitude of 'I can do this'."
[25] "Besides this, you have attention to detail and adapt to changes quickly."
[26] "You have programming experience in R or you really want to switch to using R."
[27] "You have a sound knowledge of another data analysis language (Python, SQL, javascript) and you don't care in which relational database, Excel, bigdata or noSQL store your data is located."
[28] "Interested in robotics is a plus."
[29] "Offer:"
[30] "A half or full-time employment depending on your personal situation."
[31] "The ability to get involved in a whole range of sectors and topics and the flexibility to shape your own future."
[32] "The usage of a diverse range of statistical & data science techniques."
[33] "Support in getting up to speed quickly in the usage of R."
[34] "An environment in which you can develop your talent and make your own proposals the standard way to go."
[35] "Liberty in managing your open source projects during working hours."
[36] "Contact:"
[37] "To apply or in order to get more information about the job content, please contact us at: http://bnosac.be/index.php/contact/get-in-touch"
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