├── Part1 ├── teacher_salaries │ ├── tabn211.60.xls │ └── Readme.md ├── state_lotteries │ ├── 2015_lottery_table.xls │ └── Readme.md └── Readme.md ├── Part2 ├── us_state_quick_facts │ ├── Readme.md │ └── scrape.nb ├── 1999_OK_tornado_outbreak │ └── Readme.md └── Readme.md ├── Part3 ├── USCG_light_list │ └── Readme.md ├── NCHS_birth_rates_by_age │ └── Readme.md ├── Readme.md └── PitfallsToAvoid.nb ├── COPYING.md └── Readme.md /Part1/teacher_salaries/tabn211.60.xls: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WolframResearch/Data-Curation-Training/master/Part1/teacher_salaries/tabn211.60.xls -------------------------------------------------------------------------------- /Part1/state_lotteries/2015_lottery_table.xls: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/WolframResearch/Data-Curation-Training/master/Part1/state_lotteries/2015_lottery_table.xls -------------------------------------------------------------------------------- /Part2/us_state_quick_facts/Readme.md: -------------------------------------------------------------------------------- 1 | # US Census State QuickFacts 2 | 3 | ## Data source 4 | [US Census State QuickFacts](https://www.census.gov/quickfacts/) 5 | 6 | ## Files 7 | * [scrape.nb](scrape.nb), the notebook used to scrape the web page. 8 | -------------------------------------------------------------------------------- /Part2/1999_OK_tornado_outbreak/Readme.md: -------------------------------------------------------------------------------- 1 | # 1999 Oklahoma Tornado Outbreak 2 | 3 | ## Data source 4 | [1999 Oklahoma Tornado Outbreak (wikipedia.org)](https://en.wikipedia.org/wiki/List_of_tornadoes_in_the_1999_Oklahoma_tornado_outbreak) 5 | 6 | ## Files 7 | * [scrape.nb](scrape.nb), the notebook used to scrape the web page. 8 | -------------------------------------------------------------------------------- /Part3/USCG_light_list/Readme.md: -------------------------------------------------------------------------------- 1 | # USCG Light List 2 | 3 | ## Data source 4 | [USCG Light List](https://www.navcen.uscg.gov/?pageName=lightListWeeklyUpdates) 5 | 6 | ## Files 7 | * [scrape.nb](scrape.nb), the notebook used to scrape the web page. 8 | * [index.html?Do=weeklyLLCXML&id=1](index.html?Do=weeklyLLCXML&id=1), the XML file we scraped. 9 | -------------------------------------------------------------------------------- /Part3/NCHS_birth_rates_by_age/Readme.md: -------------------------------------------------------------------------------- 1 | # NCHS - Birth Rates, by Age of Mother: United States, 1940-2013 2 | 3 | ## Data source 4 | [NCHS - Birth Rates, by Age of Mother: United States, 1940-2013](https://data.cdc.gov/NCHS/NCHS-Birth-Rates-by-Age-of-Mother-United-States-19/yt7u-eiyg) 5 | 6 | ## Files 7 | * [scrape.nb](scrape.nb), the notebook used to scrape the web page. 8 | -------------------------------------------------------------------------------- /COPYING.md: -------------------------------------------------------------------------------- 1 | Data-Curation-Training is Copyright (C) 2017, Wolfram Research, Inc. 2 | 3 | --- 4 | 5 | [![Create Commons License](https://i.creativecommons.org/l/by-nc-sa/4.0/88x31.png)](http://creativecommons.org/licenses/by-nc-sa/4.0/) 6 | 7 | 8 | This work is licensed under a [Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License](http://creativecommons.org/licenses/by-nc-sa/4.0/). 9 | 10 | -------------------------------------------------------------------------------- /Part1/state_lotteries/Readme.md: -------------------------------------------------------------------------------- 1 | # State Lottery Finances, 2015 2 | 3 | ## Data source 4 | [State Government Finances](https://www.census.gov/govs/state/) 2015 Annual Survey of State Government Finances Lottery Table. 5 | 6 | ## Files 7 | * [2015_lottery_table.xls](2015_lottery_table.xls), downloaded from the above. 8 | * [rosubmission.nb](rosubmission.nb), the notebook used to submit the ResourceObject. 9 | * [scrape.nb](scrape.nb), the notebook used to create the ResourceObject from the spreadsheet. 10 | 11 | The deployed ResourceObject can be found [here](https://www.wolframcloud.com/objects/1e96a038-d7ab-4a0a-a551-b7bc0f74e0e3) or via `ResourceObject["d8ed1f15-3931-473a-a78c-cd5824f3c91d"]` in the Wolfram Language. 12 | -------------------------------------------------------------------------------- /Part1/teacher_salaries/Readme.md: -------------------------------------------------------------------------------- 1 | # Average Teacher Salary by US State, 1969-70 through 2014-15 2 | 3 | ## Data source 4 | [National Education Association, Estimates of School Statistics, 1969-70 through 2014-15](https://nces.ed.gov/programs/digest/d15/tables/dt15_211.60.asp). 5 | 6 | ## Files 7 | * [rosub.nb](rosub.nb), the notebook used to submit the ResourceObject. 8 | * [scrape.nb](scrape.nb), the notebook used to create the ResourceObject from the spreadsheet. 9 | * [tabn211.60.xls](tabn211.60.xls), downloaded from the above. 10 | 11 | The deployed ResourceObject can be found [here](https://www.wolframcloud.com/objects/4381491f-1641-4447-9def-1453f8e96964) or via `ResourceObject["439e8937-f092-4b03-9eca-efea621518f5"]` in the Wolfram Language. 12 | -------------------------------------------------------------------------------- /Part2/Readme.md: -------------------------------------------------------------------------------- 1 | # Becoming a Certified Data Curator, Part 2 2 | 3 | ## Synopsis 4 | 5 | These notebooks correspond to Aaron Enright's Twitch coding session in which he demonstrated scraping HTML. 6 | 7 | The session can be found by using the following link: 8 | [Live coding session](https://www.twitch.tv/videos/153602347) 9 | 10 | We took on two scraping projects: 11 | * [1999 Oklahoma Tornado Outbreak](1999_OK_tornado_outbreak) 12 | * [US Census State QuickFacts](us_state_quick_facts) 13 | 14 | The content found here is meant to be a companion to this coding session, allowing anyone to modify and tinker with some of the content from the movie. .nb files can be opened and modified in either [Mathematica](https://www.wolfram.com/mathematica/), the [Wolfram Open Cloud](https://www.open.wolframcloud.com/) or the [Wolfram Development Platform](https://www.wolfram.com/development-platform/). 15 | 16 | ## License 17 | See [COPYING.md](../COPYING.md). 18 | -------------------------------------------------------------------------------- /Part1/Readme.md: -------------------------------------------------------------------------------- 1 | # Becoming a Certified Data Curator, Part 1 2 | 3 | ## Synopsis 4 | 5 | These notebooks correspond to Aaron Enright's Twitch coding session in which he demonstrated constructing ResourceObjects from spreadsheets of data. 6 | 7 | The session can be found by using the following link: 8 | [Live coding session](https://www.twitch.tv/videos/153602347) 9 | 10 | Two ResourceObjects were created in this session: 11 | * [US State Lottery Finances](state_lotteries) 12 | * [Estimated Average Teacher Salaries](teacher_salaries) 13 | 14 | The content found here is meant to be a companion to this coding session, allowing anyone to modify and tinker with some of the content from the movie. .nb files can be opened and modified in either [Mathematica](https://www.wolfram.com/mathematica/), the [Wolfram Open Cloud](https://www.open.wolframcloud.com/) or the [Wolfram Development Platform](https://www.wolfram.com/development-platform/). 15 | 16 | ## License 17 | See [COPYING.md](../COPYING.md). 18 | -------------------------------------------------------------------------------- /Part3/Readme.md: -------------------------------------------------------------------------------- 1 | # Becoming a Certified Data Curator, Part 3 2 | 3 | ## Synopsis 4 | 5 | These notebooks correspond to Aaron Enright's Twitch coding session in which he demonstrated scraping JSON and XML. 6 | 7 | The session can be found by using the following link: 8 | [Live coding session](https://www.twitch.tv/videos/158655086) 9 | 10 | We took on two scraping projects: 11 | * [NCHS Birth Rates by Age](NCHS_birth_rates_by_age) 12 | * [USCG Light List](USCG_light_list) 13 | 14 | We also reviewed some [common errors](PitfallsToAvoid.nb) people make while scraping data into the WDF. 15 | 16 | The content found here is meant to be a companion to this coding session, allowing anyone to modify and tinker with some of the content from the movie. .nb files can be opened and modified in either [Mathematica](https://www.wolfram.com/mathematica/), the [Wolfram Open Cloud](https://www.open.wolframcloud.com/) or the [Wolfram Development Platform](https://www.wolfram.com/development-platform/). 17 | 18 | ## License 19 | See [COPYING.md](../COPYING.md). 20 | -------------------------------------------------------------------------------- /Readme.md: -------------------------------------------------------------------------------- 1 | # Data Curation for the Wolfram Data Repository 2 | 3 | This repository contains notebooks and other resources corresponding to a series of Twitch live coding sessions designed to teach the fundamentals of curating data in the Wolfram Language and preparing it for submission and publication in the Wolfram Data Repository. 4 | 5 | ### Contents 6 | #### Becoming a Certified Data Curator, Part 1 7 | * Watch and interact with a Wolfram|Alpha data scientist as he demonstrates how to curate several datasets using the Wolfram Language. 8 | * Screencast - [twitch.tv](https://www.twitch.tv/videos/153602347) 9 | * Notebooks and other resources - [Part1](Part1) 10 | 11 | #### Becoming a Certified Data Curator, Part 2 12 | * Topics covered: scraping HTML, clustering data, dealing with (somewhat) messy data 13 | * Screencast - [twitch.tv](https://www.twitch.tv/videos/155323516) 14 | * Notebooks and other resources - [Part2](Part2) 15 | 16 | #### Becoming a Certified Data Curator, Part 3 17 | * Topics covered: scraping XML & JSON, avoiding common errors 18 | * Screencast - [twitch.tv](https://www.twitch.tv/videos/158655086) 19 | * Notebooks and other resources - [Part3](Part3) 20 | 21 | ### More information: 22 | * Wolfram Data Repository - [datarepository.wolframcloud.com](http://datarepository.wolframcloud.com/) 23 | * Stephen Wolfram's launch announcement - [blog.wolfram.com](http://blog.wolfram.com/2017/04/20/launching-the-wolfram-data-repository-data-publishing-that-really-works/) 24 | * License covering these materials - 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