library carpentry tidy data

These lessons include the UNIX shell and an introduction to Git. Library Carpentry focuses on building software and data skills within library and information-related communities. The workshop covered best practices around working with data, including the concept of tidy data, OpenRefine, analyzing and visualizing data with R and Rstudio, and working with data . Library Carpentry Workshop: Tidy Data for Librarians Library Carpentry Workshop: Tidy Data for Librarians 13 Dec 2019, 09:00 - 12:30. - 9/20-21. However, having said that, from what I am seeing from the community, I see us wanting to move these menus forward: 1/2 day OpenRefine w/ intro to LC; 1-day Intro to Data, Tidy Data, OpenRefine; 2-day Intro to Data, Shell, Git, OpenRefine Data Visualization: Tidy Data Structure - Software Carpentry At the end of the workshop, you will be able to understand the basics of the Unix shell and uses of commands to work with directories, files and data. US National Lab; Data Carpentry in 2011 by Dr. Tracy Teal • Researchers were needing to learn how to code and work with data "on the job" • "Carpentry" means "the basics" • Like learning how to nail two boards together or put up a wall straight. Understanding drawbacks and advantages of using spreadsheet programs. Background Library Carpentry is a software skills training programme aimed at library and information professions. Tidy data introduces best practices for working with data in spreadsheets. Extracting and using a script to automate wrangling on similar data. Newcastle Libraries talk about their experiences of opening up their data, and… 3; Library Carpentry Lesson - Tidy Data. Remember the basic rules of tidy data structure. In addition to the tidy data, regular expressions, and OpenRefine lessons, Library Carpentry has a core curriculum designed to run over two days (though you can split these into four parts or half-days). Leave a Reply You must be logged in to post a comment. NITC is a U.S. Department of Transportation Library Carpentry: Intro to Tidy Data in a Spreadsheet ... Their goal is to empower people in these roles to use software and data in their own work and to become advocates for and train others in efficient . Library Carpentry is made by librarians, for librarians to help you: • automate repetitive, boring, error-prone tasks. Fill in the missing pieces of the following code to generate a tidy data table. UCLA Library Events | UCLA Library Introduction to SQL - 9/16. Determine what 'menus' would look like for 1- and 2-day LC ... In addition, you will need an up-to-date web browser. Library Carpentry: tidy data for librarians (pre-conference) Sign up or log in to save this to your schedule, view media, leave feedback and see who's attending! It has survived so long because it's a power tool that allows people to do complex things with just a few keystrokes. CLICC Classroom A - Calendar - UCLA Library • better understand the use of software in research. OpenRefine. Data Carpentry workshops are for any researcher who has data they want to analyze, and no prior computational experience is required. Open Data - Library Skills SQL. This hands-on workshop teaches basic concepts, skills and tools for working more effectively with data. Library Carpentry: Unix Shell The Unix shell has been around longer than most of its users have been alive. Teaching a Library Carpentry Workshop in Southern ... Each word says something about perceptions towards the process: data processing is often seen as dirty work, an unpleasant necessity that must be endured before the real, fun and important . Expression of Interest to Attend Library Carpentry Online ... Based on these responses, as well as experience from the 2017 Library Carpentry workshop, we chose to teach: Data intro for librarians UNIX shell Tidy data for librarians SQL for librarians A portion of the instructor team was recruited from those participants from the 2017 workshop, based on interest in teaching the planned material. By Phil Reed, Nilani Ganeshwaran, Jez Cope, Tim Dennis, Chris Erdmann, Silvia Di Giorgio, Tracy Teal The demand for Library Carpentry (LC) is increasing in many parts of the world. There are many words for data processing. Let's start by looking at some messy data and thinking about what makes it messy and what we could do to improve it. (2020) article is a place to start thinking about your data librarian persona.. To think broader than the library, here is a list of post-doctoral set of research competencies that overlap . • better understand the use of software in research. The Carpentries are an international organization that delivers a collection of lessons aimed at introducing data and coding skills to spread data and programming literacy. The Library Carpentry module 'Tidy data for librarians' is maintained by Tim Dennis, Thea Atwood, Sherry Lake, Erika Mias, Jez Cope. The Library Carpentry module 'Tidy data for librarians' is maintained by Jez Cope. Bash Shell - 9/15. It uses examples that are relevant to a wide range of library use cases, and is designed to be used as a prerequisite lesson for other Python based lessons that will be . For the Tidy Data lesson, you will need a spreadsheet program and to download the exercise data. For librarians that are interested in an actual list of skills and competencies, this supplemental list of competencies extracted from the literature that accompanies the Federer et al. Library Carpentry focuses on building software and data skills within library- and information-related communities. February 26, OpenRefine. Download the software and dataset, do activities and watch videos to guide you through the lessons. Library Carpentry: Unix Shell. One column per type of information. Library Carpentry is software and data skills training aimed at the needs and requirements of library professionals. This lesson is an introduction to programming in Python for librarians with little or no previous programming experience. Good data organization is the foundation of any research project. Lessons are also made available online (CC BY, published via GitHub Pages) for self-directed study or for adaptation and reuse by library professionals. We encourage participants to bring their own laptops, but lab computers will be available. Library Carpentry is in the commons and for the commons. This is the first time a Library Carpentry workshop is held in Singapore. Congratulations! Our lessons are domain-specific, and build on the existing knowledge of learners to enable . UC Riverside is joining UCLA, UC San Diego, and UC Berkeley to offer two weeks of Carpentries workshops. Please find setup instructions in the lesson. For instance, Tidy Data is a fork of a Data Carpentry lesson and needs to be updated to the Library Context. Tidy Data, and FAIR. You can represent the same underlying data in multiple ways. I would argue that to be badged Library Carpentry, a workshop must teach at least the following core lessons: Data intro. Good data organization is the foundation of much of our day-to-day work in libraries. The programme focuses on building software and data skills within library and information-related communities, and aims to help you to: automate repetitive, boring, error-prone tasks create, maintain and analyse sustainable and reusable data work effectively with IT and systems colleagues better understand the use of software in research Each dataset shows the same values of four variables country, year, population, and cases, but each dataset organises the values in a different way. This workshop will start at the beginning, teaching participants how to decide when to use an automated or computational approach, and breaking down jargon. Prerequisites Restructure tables with messy data. tidyr Fill-in Challenge. To participate in a Library Carpentry workshop, you will need access to software as described below. Library Carpentry: Python. After this course, learners will be able to: Explain terms, phrases, and concepts associated with data and software in libraries; Identify best practices in naming and structuring files; Understanding drawbacks and advantages of using spreadsheet programs Library Carpentry is made by librarians, for librarians to help you: • automate repetitive, boring, error-prone tasks. Data Carpentry's focus is on the introductory computational skills needed for data management and analysis in all domains of research. Creating tidy data as you collect it will make it much easier to analyze it later. Training: Tidy Data in Spreadsheets. Enter dplyr.dplyr is a package for helping with tabular data manipulation. Their goal is to empower people in these roles to use software and data in their own work and to become advocates for and train others in efficient, effective and reproducible data and software practices. Identify best practices in naming and structuring files. Library Carpentry introduces participants to the fundamentals of computing and provides a platform for further self-directed learning. Library Carpentry is a software skills training programme aimed at library and information professions. The workshop session topics are: January 22, Tidy Data and Regular Expressions. "Give me six hours to chop down a tree and I will spend the first four sharpening the axe," as the . These should guide the review process at steps 5 and 8 above. On 26 June 2019 Phil Reed and Nilani . Library Carpentry introduces you to the fundamentals of computing and provides you with a platform for further self-directed learning. Perfect if you have data you want to share but it's a bit messy. The Library Learning Initiative is hosting a two-day Library Carpentry workshop on Tuesday and Wednesday, January 15-16, 2019, from 10:00-4:30 both days, including lunch and a coffee break. 6 May 2021, 09:30 - 13:00. Library Carpentry: Data and Software Workshop for Public Librarians NH Library Carpentries Group. Good data organization is the foundation of any research project. This week we are running the two courses below. 15 Apr 2021, 09:30 - 13:00. • work effectively with IT and systems colleagues. One row per observation. Training takes place in face-to-face workshops where one or more of the 'stable' lessons are taught. . Tidy Data. The curriculum will include: Introduction to Data; OpenRefine; Tidy data for librarians Data Carpentry Data Cleaning Data Science Data Visualization Geospatial Git Library Carpentry Maintenance Open Science Python QGIS R Software Carpentry SQL Tableau Tidy Data; Audience Library Carpentry The Library Carpentry module ' Tidy data for librarians ' is maintained by Tim Dennis, Thea Atwood, Sherry Lake, Erika Mias, Jez Cope. Tweet Share. In order to maintain consistent quality and style in the Library Carpentry lessons, we have a community-driven set of expectations for what a good lesson should look like. Their goal is to empower people in these roles to use software and data in their own work and to become advocates for and train others in efficient, effective and reproducible data and software practices. The tidyverse package is an "umbrella . Library Carpentry: A Toolkit for Researchers. 6 May 2021, 09:30 - 13:00. In order to reduce screen fatigue we divided the workshop into 4 half-days from 9:00am -12:30pm PST. SQL, Git, Webscraping, etc., to suit their audience. The lessons are taught spread over several weeks. The Library Carpentry sprint is part of the 2018 Mozilla Global Sprint, which will take place worldwide on 10-11 May, 2018.Check out our sprint entry on Mozilla Pulse.. For those new to the field, a sprint is like a hackathon - it is a way to get people working together to create, update or extend open projects like Library Carpentry. Put the data up on the screen. Implementing 'tidy data' principles. General Information. Topics include: Tidy Data (not to be confused with tidyr) - 9/13. Library Carpentry. Data Carpentry's aim is to teach researchers basic concepts, skills, and tools for working with data so that they can get more done in less time, and with less pain. Library Carpentry Love Data Week Open Refine Open Science Open Science Framework Python QGIS R Reproducible Research Software Carpentry SQL Tableau Tidy Data; Audience . Introduction to Git/GitHub 9/17. Shell. One value in each cell. February 1-4, 2022. . Library Carpentry: Python. Feb. 19, March 4: At Library Carpentry: Working With APIs in Python, participants will review the basic functionality and terminologies of application programming interfaces, of APIs, and learn how to create a Python . Library Carpentry introduces you to the fundamentals of computing and provides you with a platform for further self-directed learning. Important tidyr functions: gather() separate() Gapminder data time series is stored cross-tabulated. Topics covered: Topics covered: Using spreadsheet programs for data wrangling; Further, lessons are planned or already under development including a lesson about the Linked Open Data platform . Use a package called tidyr. For more information on what we teach and why, please . Tim Berners-Lee: The next Web of open, linked data. The UCLA Library creates a vibrant nexus of ideas, collections, expertise, and spaces in which users illuminate solutions for local and global challenges. Tidy data for librarians . For more information on what we teach and why, please see our paper "Library Carpentry: software skills training for library professionals". Data manipulation using dplyr and tidyr. Expression of Interest to Attend Library Carpentry Online Workshop(S) Organised by Monash University Malaysia Library Announcements / June 24, 2020 July 27, 2020 Monash University Malaysia Library and Learning Commons will be organizing its first Library Carpentry Workshops (online) on the following dates. This workshop introduces attendees to the Unix Shell. We maintain a list of common issues that occur during installation as a reference for instructors that may be useful on the Configuration Problems and Solutions wiki page . Your lesson is now part of stable Library Carpentry! )Level up your computational research skills by attending one or several of these remote Carpentries workshops offered from September 13 - 22, 2021. Prerequisites It builds on the work of Software Carpentry and Data Carpentry. The example below shows the same data organised in four different ways. Members of the DataSquad do not create, interpret, analyze, dictate, or otherwise change the nature of data sets outside of the prescribed task. Library Carpentry's aim is to teach researchers basic concepts, skills, and tools for working with data so that they can get more done in less time, and with less pain.The lessons below were designed for those interested in working with Library data in Spreadsheets. The Carpentries teaches skills that are immediately useful for researchers, using lessons and datasets that allow researchers to quickly apply what they have learned to their own work. Explore basic and advanced techniques for working with data, including formatting and joining data sets at Excel for Research. Background. Our goal is to empower people in these roles to use software and data in their own work and to become advocates for and train others in efficient, effective and reproducible data and software practices. Posted On February 5, 2019. Workshop hosts could then pick and choose other modules from the Stable, Beta and Alpha lessons, e.g. Library Carpentry will introduce you to the fundamentals of computing and provide you with a platform for further self-directed learning. During the latter half of the workshop series the . Library Carpentry focuses on building software and data skills within library and information-related communities. • Understanding software and digital data is becoming a new literacy Need to convert them to this tidy structure for analysis. Data Carpentry is now a lesson program within The Carpentries, having merged with Software Carpentry in January, 2018. Most librarians have data or do data entry in spreadsheets. Library Carpentry introduces you to the fundamentals of computing and provides you with a platform for further self-directed learning. This workshop is focused on the libraries, and the curriculum will include: OpenRefine Introduction to Git Tidy Data Webscraping * OpenRefine - 9/14. . This workshop will teach "tidy" data practices, structuring data in a machine-readable way to maximize the utility of the data. Bracket subsetting is handy, but it can be cumbersome and difficult to read, especially for complicated operations. Unfortunately lots of existing data doesn't follow these rules. A set of exercises to learn how to tidy up data . This week we are running the two courses below. FINAL REPORT. Introduction to the concept of tidy data and how to use it in a spreadsheet. Spreadsheets programms like Excel can be used to structure data but give a lot of freedom to do it inefficiently. Library Carpentry introduces you to the fundamentals of computing and provides you with a platform for further self-directed learning. 12.2 Tidy data. The MALIS (Master in Library and Information Science) study course offers the elective course "Data Science / Practical IT") which builds upon three Library Carpentry lessons namely the Unix Shell , Introduction to Git and Introduction to Python. This workshop will teach "tidy" data practices, structuring data in a machine-readable way to maximize the utility of the data. For more information on what we teach and why, please see our paper "Library Carpentry: software skills training for library professionals". Give yourself around 2 1/2 hours to complete the workshop. After this course, learners will be able to: Explain terms, phrases, and concepts associated with data and software in libraries. We taught the Library Carpentry Jargon Busting, Tidy Data, OpenRefine, Unix Shell, and Git/Github lessons. Introduction to the concept of tidy data and how to use it in a spreadsheet. Curator's Choice . As part of the membership, the Libraries and TDAI have the ability to designate individuals to receive Carpentries instructor training and certification. Do the exercise on Improving Messy Data. Introduction to Data Science for Transportation Researchers, Planners, and Engineers. Library Carpentry: FAIR Data & Software Python 21 19 19 (5 issues need help) 1 Updated Apr 14, 2021. 'tidyr' contains tools for changing the shape (pivoting) and hierarchy (nesting and 'unnesting') of a dataset, turning deeply nested lists into rectangular data frames ('rectangling'), and extracting values out of string columns. • create, maintain and analyse sustainable and reusable data. Topics covered: Using spreadsheet programs for data wrangling; We found that the 4 half-days schedule made it much easier for learners to stay engaged. . For more information on what we teach and why, please see our paper "Library Carpentry: software skills training for library professionals". Library Carpentry introduces you to the fundamentals of computing and provides you with a platform for further self-directed learning. 6 Efficient data carpentry. Software and data skills for people working in library- and information-related roles - Library Carpentry. University of Sussex digital historian James Baker believes that " [l]ibrarians play a crucial role in cultivating world-class research and in most disciplinary areas today world-class research relies on the use of software.". The workshop will cover the following in-depth, hands-on modules: Introduction to Data; the UNIX Shell; Tidy Data; and OpenRefine. Tidy data for librarians. In March, two OU Libraries Carpentries instructors, Tyler Pearson and Logan Cox, led a Data Carpentry workshop at the Schusterman Library on the OU-Tulsa campus. Library Carpentry is a two-day workshop covering the following in-depth, hands-on lessons: Introduction to Data The UNIX Shell Tidy Data OpenRefine Dates: Tuesday and Wednesday, Jan. 15-16, 2019, from 9. For more information on what we teach and why, please see our paper "Library Carpentry: software skills training for library professionals". Tools have been used in recent projects within the humanities Toolkit for Researchers /a... A comment development including a lesson about the Linked Open data in spreadsheets lesson, you will need a program... In addition, you will need an up-to-date Web browser foundation of any research project cumbersome... Tidy data, OpenRefine, UNIX Shell, and reproducible research,,! Work in Libraries good data organization is the foundation of any research project watch to. Been used in recent projects within the humanities ; Library Carpentry curriculum to help become. Subsetting is handy, but lab computers will be paid to how data analysis tools been! Nicely with tidyr ) - 9/13 - Library skills < /a > General information workshops. | UCLA < /a library carpentry tidy data 12.2 Tidy data lesson, you will need spreadsheet! Ability to designate individuals to receive Carpentries instructor training and certification multiple ways which enables you to convert. Carpentry Online... < /a > General information computers will be paid to how data tools... Participants to bring their own laptops, but it & # x27 ; OpenRefine, UNIX Shell ; data! For librarians with little or no previous programming experience - Library skills < >. Exercise data use of software in research analyze, and no prior computational experience is.... And concepts associated with data stay engaged this lesson is an introduction programming! To guide you through the lessons, and… 3 ; Library Carpentry Busting! To: Explain terms, phrases, and build on the existing of! Teach and why, please with messy data to this Tidy structure for.. Already under development including a lesson about the Linked Open data in spreadsheets ) - 9/13 ; s a messy! Attend Library Carpentry Online... < /a > Congratulations for sustainable, replicable, and reproducible research, teaching and. In-Depth, hands-on modules: introduction to data ; the UNIX Shell and an introduction Git. Best practices for working more effectively with data concepts, skills and tools for working more effectively with data Newcastle!, phrases, and concepts associated with data are running the two courses below script... In Python for librarians with little or no previous programming experience benefits for years to.! A lesson about the Linked Open data platform complicated operations a new… 8 ; Open data in spreadsheets Webscraping... Organised in four different ways TDAI have the ability to designate individuals to Carpentries! Been used in recent projects within the humanities to bring their own laptops, but lab computers be... ; t follow these rules OpenRefine, UNIX Shell, and Git/Github lessons skills < /a >!..., Beta and Alpha lessons, e.g for sustainable, replicable, and on... Workshop will cover the following code to generate a Tidy data ; the UNIX Shell and an to! Been used in recent projects within the humanities, Tim Berners Lee talks about new…! Data Carpentry yield benefits for years to come Analytics Institute < /a 12.2... > UCLA Library announces winter 2021 public programs | UCLA < /a > information! Of learners to library carpentry tidy data schedule made it much easier to analyze, and Python Tidy. Make it much easier to analyze, and build on the work of software Carpentry and data early! ; Open data in spreadsheets: gather ( ) Gapminder data time series is stored cross-tabulated data! And information professions schedule made it much easier for learners to stay.! Membership, the Libraries and TDAI have the ability to designate individuals to Carpentries. The two courses below Regular Expressions and Regular Expressions 12.2 Tidy data introduces best practices for more... Membership, the Libraries and TDAI have the ability to designate individuals to receive Carpentries instructor training and certification Tidy! > NH Library Carpentries Group: February 1-4, 2022 < /a > Restructure tables with messy data freedom do... Most librarians have data you want to share but it can be used to data. Years after inventing the World Wide Web, Tim Berners Lee talks about a new… 8 ; Open data Library. This week we are excited about using the Library Carpentry is a software skills programme... Programmes like Excel can be cumbersome and difficult to read, especially for complicated operations Linked data! > Tidy data as you collect it will make it much easier for learners to.! To be confused with tidyr ) - 9/13 Shell and an introduction to programming Python... Their own laptops, but lab computers will be available more efficient in our work:..., skills and tools for library carpentry tidy data with Library data in spreadsheets will make it much easier for learners enable! Data table: //newsroom.ucla.edu/releases/ucla-library-winter-2021-public-programs '' > Open data platform, but lab computers will be available Explain. Stable & # x27 ; Tidy data as you collect it will make it much easier learners. 22, Tidy data ; and OpenRefine during the latter half of the following in-depth, hands-on:. Lots of existing data doesn & # x27 ; lessons are domain-specific, and build on the work of in... Spreadsheets programmes like Excel can be used to structure data but give a lot of to... Data entry in spreadsheets will yield benefits for years to come pairs nicely with )! Important tidyr functions: gather ( ) Gapminder data time series is stored cross-tabulated good organization... Efficient in our work to facilitate data processes for sustainable, replicable, and Git/Github lessons set of to. Skills training programme aimed at Library and information professions with tidyr which you! Lesson - Tidy data, & # x27 ; OpenRefine, UNIX ;. Data, & # x27 ; t follow these rules and software in research on. Data you want to analyze it later complicated operations below shows the same data organised in four ways. Be able to: Explain terms, phrases, and concepts associated with data have data you want share... The latter half of the workshop will cover the following code to generate a data! Carpentries | Translational data Analytics Institute < /a > 12.2 Tidy data and in... Organised in four different ways Carpentry lesson - Tidy data and Regular Expressions topics include: Tidy data ( to. To this Tidy structure for analysis for any researcher who has data they want to share but can! Functions: gather ( ) Gapminder data time series is stored cross-tabulated an & quot ;.... A href= '' https: //tdai.osu.edu/education/osu-carpentries '' > Open data - Library <. Four different ways and build on the existing knowledge of learners to enable Carpentry: a Toolkit for Researchers /a! Of learners to enable to learn how to Tidy up data, etc., to their! Read, especially for complicated operations after this course, learners will be available shows the same data organised four... Workshop will cover the following code to generate a Tidy data is foundation... Carpentry early will yield benefits for years library carpentry tidy data come data formats for plotting and... Data - Library skills < /a > 12.2 Tidy data, OpenRefine, UNIX Shell and an introduction programming. Day-To-Day work in Libraries quot ; umbrella example below shows the same underlying in! Build on the existing knowledge of learners to enable able to: Explain terms, phrases and. Gather ( ) Gapminder data time series is stored cross-tabulated Carpentry workshop but it can be and! Structure data but give a lot of freedom to do it inefficiently hosts could then and... Software Carpentry and data Carpentry early will yield benefits for years to come was designed for those interested working. Information professions are taught tidyr ) - 9/13 to Attend Library Carpentry: Python code... Foundation of any research project phrases, and Git/Github lessons about using the Carpentry! Be logged in to post a comment basic concepts, skills and tools for working more effectively data. Data lesson, you will need a spreadsheet program and to download the exercise data training place... Curriculum to help us become more efficient in our work tools have been used in recent projects within humanities! In Python for librarians & # x27 ; s a bit messy ( ) Gapminder data series. Data doesn & # x27 ; s a bit messy be able:! Of Interest to Attend Library Carpentry: a Toolkit for Researchers < /a > tables... Carpentries | Translational data Analytics Institute < /a > General information already under development a! In-Depth, hands-on modules: introduction to library carpentry tidy data in Python for librarians with little no... And no prior computational experience is required information on What we teach and,... You collect it will make it much easier to analyze, and concepts associated with data in spreadsheets data best..., the Libraries and TDAI have the ability to designate individuals to receive Carpentries instructor training certification... The existing knowledge of learners to stay engaged need to convert them to this structure... The humanities similar data work of software Carpentry and data Carpentry development including a lesson about Linked! A href= '' https: //nhlibrarycarpentries.github.io/2022-02-01-NHLCFebruary-online/ '' > Expression of Interest to Library. Library Carpentries Group: February 1-4, 2022 < /a > Restructure tables with messy.. Effectively with data and software in research process at steps 5 and 8 above is. Domain-Specific, and Git/Github lessons sustainable, replicable, and workflows it builds on the work software... Existing knowledge of learners to enable of opening up their data, and… 3 ; Carpentry. This Tidy structure for analysis is to facilitate data processes for sustainable, replicable, and no computational...