├── .gitignore ├── LICENSE ├── Pipfile ├── Pipfile.lock ├── README.md ├── main.py ├── notebooks.csv └── templates └── README.md /.gitignore: -------------------------------------------------------------------------------- 1 | .~lock.* 2 | -------------------------------------------------------------------------------- /LICENSE: -------------------------------------------------------------------------------- 1 | GNU GENERAL PUBLIC LICENSE 2 | Version 3, 29 June 2007 3 | 4 | Copyright (C) 2007 Free Software Foundation, Inc. 5 | Everyone is permitted to copy and distribute verbatim copies 6 | of this license document, but changing it is not allowed. 7 | 8 | Preamble 9 | 10 | The GNU General Public License is a free, copyleft license for 11 | software and other kinds of works. 12 | 13 | The licenses for most software and other practical works are designed 14 | to take away your freedom to share and change the works. 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It is safest 630 | to attach them to the start of each source file to most effectively 631 | state the exclusion of warranty; and each file should have at least 632 | the "copyright" line and a pointer to where the full notice is found. 633 | 634 | 635 | Copyright (C) 636 | 637 | This program is free software: you can redistribute it and/or modify 638 | it under the terms of the GNU General Public License as published by 639 | the Free Software Foundation, either version 3 of the License, or 640 | (at your option) any later version. 641 | 642 | This program is distributed in the hope that it will be useful, 643 | but WITHOUT ANY WARRANTY; without even the implied warranty of 644 | MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the 645 | GNU General Public License for more details. 646 | 647 | You should have received a copy of the GNU General Public License 648 | along with this program. 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Of course, your program's commands 662 | might be different; for a GUI interface, you would use an "about box". 663 | 664 | You should also get your employer (if you work as a programmer) or school, 665 | if any, to sign a "copyright disclaimer" for the program, if necessary. 666 | For more information on this, and how to apply and follow the GNU GPL, see 667 | . 668 | 669 | The GNU General Public License does not permit incorporating your program 670 | into proprietary programs. If your program is a subroutine library, you 671 | may consider it more useful to permit linking proprietary applications with 672 | the library. If this is what you want to do, use the GNU Lesser General 673 | Public License instead of this License. But first, please read 674 | . 675 | -------------------------------------------------------------------------------- /Pipfile: -------------------------------------------------------------------------------- 1 | [[source]] 2 | url = "https://pypi.python.org/simple" 3 | verify_ssl = true 4 | name = "pypi" 5 | 6 | [packages] 7 | Jinja2 = ">=2.10.1" 8 | 9 | [dev-packages] 10 | 11 | [requires] 12 | python_version = "3.8" 13 | -------------------------------------------------------------------------------- /Pipfile.lock: -------------------------------------------------------------------------------- 1 | { 2 | "_meta": { 3 | "hash": { 4 | "sha256": "554558ec8cec145e1d9ab5e73272f45432e268f2a2eea9633ea0d164e9ba3ea5" 5 | }, 6 | "pipfile-spec": 6, 7 | "requires": { 8 | "python_version": "3.8" 9 | }, 10 | "sources": [ 11 | { 12 | "name": "pypi", 13 | "url": "https://pypi.python.org/simple", 14 | "verify_ssl": true 15 | } 16 | ] 17 | }, 18 | "default": { 19 | "jinja2": { 20 | "hashes": [ 21 | 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-------------------------------------------------------------------------------- 1 | # datadesk/notebooks 2 | 3 | All 38 of our computational notebooks. Also available as [a CSV file](notebooks.csv). Elsewhere you can find our open-source [software packages](https://github.com/datadesk/packages) and [tutorials](https://github.com/datadesk/tutorials). 4 | 5 | | date | slug | description | 6 | |:--|:--|:--| 7 | | 2021-12-16 | [groundwater-analysis](https://github.com/datadesk/groundwater-analysis) | Well completion, groundwater levels, and water shortages in the San Joaquin Valley | 8 | | 2021-11-04 | [LAUSD-2020-grades](https://github.com/datadesk/LAUSD-2020-grades) | LAUSD grades analysis | 9 | | 2021-10-07 | [extreme-heat-excess-deaths-analysis](https://github.com/datadesk/extreme-heat-excess-deaths-analysis) | Extreme heat excess deaths | 10 | | 2019-12-12 | [star-wars-analysis](https://github.com/datadesk/star-wars-analysis) | Star Wars dialogue analysis | 11 | | 2019-11-07 | [wine-country-fires](https://github.com/datadesk/wine-country-fires/) | Every fire in California's wine country since 1950 | 12 | | 2019-11-01 | [deadspin-scraper](https://github.com/datadesk/deadspin-scraper) | Scrape posts from Deadspin | 13 | | 2019-10-08 | [ripa-analysis](https://github.com/datadesk/ripa-analysis) | Racial disparities in LAPD search rates | 14 | | 2019-09-19 | [women-homicides-analysis](https://github.com/datadesk/women-homicides-analysis) | The rising number of women being killed | 15 | | 2019-09-09 | [homeless-sleeping-restrictions](https://github.com/datadesk/homeless-sleeping-restrictions) | Mapping a proposed ban on street sleeping | 16 | | 2019-06-13 | [native-american-census-analysis](https://github.com/datadesk/native-american-census-analysis) | Native American census analysis | 17 | | 2019-05-29 | [la-weedmaps-analysis](https://github.com/datadesk/la-weedmaps-analysis) | Mapping LA's unauthorized pot dispensaries | 18 | | 2019-04-29 | [census-hard-to-map-analysis](https://github.com/datadesk/census-hard-to-map-analysis) | Mapping hard-to-count Census tracts | 19 | | 2019-04-26 | [hsr-document-analysis](https://github.com/datadesk/hsr-document-analysis) | How many pages can one agency publish? | 20 | | 2019-04-16 | [lawlers-law](https://github.com/ryanvmenezes/lawlers-law) | Does the first team to score 100 points usually win? | 21 | | 2019-03-29 | [swana-census-analysis](https://github.com/datadesk/swana-census-analysis) | Are Arabs and Iranians white? | 22 | | 2019-03-22 | [fire-aircraft-delay](https://github.com/kyleykim/R_Scripts/tree/master/la-me-ln-california-fire-aircraft-delay) | When wildfires in California have started | 23 | | 2019-03-12 | [hhh-unequal](https://github.com/kyleykim/R_Scripts/tree/master/la-me-ln-hhh-unequal) | Some neighborhoods are behind on homeless housing | 24 | | 2019-02-27 | [highschool-homicide-analysis](https://github.com/datadesk/highschool-homicide-analysis) | Homicides near high schools | 25 | | 2019-02-11 | [deleon-district-election-results-analysis](https://github.com/datadesk/deleon-district-election-results-analysis) | How former state Sen. Kevin de León fared | 26 | | 2018-12-27 | [nyrb-covers-analysis](https://github.com/datadesk/nyrb-covers-analysis) | Color and content of NYRB Classics book covers | 27 | | 2018-12-18 | [california-fire-zone-analysis](https://github.com/datadesk/california-fire-zone-analysis) | California buildings in fire hazard zones | 28 | | 2018-11-18 | [helicopter-accident-analysis](https://github.com/datadesk/helicopter-accident-analysis) | Helicopter accident rates | 29 | | 2018-10-20 | [hollister-ranch-analysis](https://github.com/datadesk/hollister-ranch-analysis) | Agricultural property tax breaks in Hollister Ranch | 30 | | 2018-06-27 | [la-settlements-analysis](https://github.com/datadesk/la-settlements-analysis) | Legal payouts made by L.A. city | 31 | | 2018-04-28 | [california-k12-notebooks](https://github.com/datadesk/california-k12-notebooks) | Download and process California K12 data | 32 | | 2018-03-16 | [street-racing-analysis](https://github.com/datadesk/street-racing-analysis) | Street racing fatalities in L.A. County | 33 | | 2018-02-04 | [homeless-arrests-analysis](https://github.com/datadesk/homeless-arrests-analysis) | Arrests of the homeless by the LAPD | 34 | | 2017-12-14 | [ferc-enforcement-analysis](https://github.com/datadesk/ferc-enforcement-analysis) | Civil penalties issued by FERC | 35 | | 2017-11-08 | [houston-flood-zone-analysis](https://github.com/datadesk/houston-flood-zone-analysis) | Houston homes after Hurricane Harvey | 36 | | 2017-08-13 | [california-kindergarten-vaccination-analysis](https://github.com/datadesk/california-kindergarten-vaccination-analysis) | California kindergartens with the lowest vaccination rates | 37 | | 2017-05-25 | [california-h2a-visas-analysis](https://github.com/datadesk/california-h2a-visas-analysis) | Temporary visas granted to foreign agricultural workers | 38 | | 2017-04-20 | [construction-jobs-analysis](https://github.com/datadesk/construction-jobs-analysis) | The demographics and pay of construction workers | 39 | | 2017-03-17 | [california-crop-production-wages-analysis](https://github.com/datadesk/california-crop-production-wages-analysis) | Crop worker pay in California | 40 | | 2017-02-05 | [california-electricity-capacity-analysis](https://github.com/datadesk/california-electricity-capacity-analysis) | California's costly power glut | 41 | | 2016-10-31 | [california-ccscore-analysis](https://github.com/datadesk/california-ccscore-analysis) | Water usage after the state eased drought restrictions | 42 | | 2016-06-15 | [la-vacant-building-complaints-analysis](https://github.com/datadesk/la-vacant-building-complaints-analysis) | Vacant building complaints filed with L.A. city | 43 | | 2016-04-14 | [kobe-every-shot-ever](https://github.com/datadesk/kobe-every-shot-ever) | Every shot in Kobe Bryant's NBA career | 44 | | 2015-10-15 | [lapd-crime-classification-analysis](https://github.com/datadesk/lapd-crime-classification-analysis) | Serious assaults misclassified by LAPD | -------------------------------------------------------------------------------- /main.py: -------------------------------------------------------------------------------- 1 | import csv 2 | import jinja2 3 | 4 | loader = jinja2.FileSystemLoader(searchpath="./templates/") 5 | env = jinja2.Environment(loader=loader) 6 | 7 | 8 | def render(): 9 | # Read in the notebook 10 | object_list = list(csv.DictReader(open("./notebooks.csv", 'r'))) 11 | 12 | # Render the template 13 | template = env.get_template("README.md") 14 | md = template.render(object_list=object_list, count=len(object_list)) 15 | 16 | # Write out the README 17 | with open("./README.md", "w") as fh: 18 | fh.write(md) 19 | 20 | 21 | if __name__ == '__main__': 22 | render() 23 | -------------------------------------------------------------------------------- /notebooks.csv: -------------------------------------------------------------------------------- 1 | slug,date,description,url 2 | groundwater-analysis,2021-12-16,"Well completion, groundwater levels, and water shortages in the San Joaquin Valley",https://github.com/datadesk/groundwater-analysis 3 | LAUSD-2020-grades,2021-11-04,LAUSD grades analysis,https://github.com/datadesk/LAUSD-2020-grades 4 | extreme-heat-excess-deaths-analysis,2021-10-07,Extreme heat excess deaths,https://github.com/datadesk/extreme-heat-excess-deaths-analysis 5 | star-wars-analysis,2019-12-12,Star Wars dialogue analysis,https://github.com/datadesk/star-wars-analysis 6 | wine-country-fires,2019-11-07,Every fire in California's wine country since 1950,https://github.com/datadesk/wine-country-fires/ 7 | deadspin-scraper,2019-11-01,Scrape posts from Deadspin,https://github.com/datadesk/deadspin-scraper 8 | ripa-analysis,2019-10-08,Racial disparities in LAPD search rates,https://github.com/datadesk/ripa-analysis 9 | women-homicides-analysis,2019-09-19,The rising number of women being killed,https://github.com/datadesk/women-homicides-analysis 10 | homeless-sleeping-restrictions,2019-09-09,Mapping a proposed ban on street sleeping,https://github.com/datadesk/homeless-sleeping-restrictions 11 | native-american-census-analysis,2019-06-13,Native American census analysis,https://github.com/datadesk/native-american-census-analysis 12 | la-weedmaps-analysis,2019-05-29,Mapping LA's unauthorized pot dispensaries,https://github.com/datadesk/la-weedmaps-analysis 13 | census-hard-to-map-analysis,2019-04-29,Mapping hard-to-count Census tracts,https://github.com/datadesk/census-hard-to-map-analysis 14 | hsr-document-analysis,2019-04-26,How many pages can one agency publish?,https://github.com/datadesk/hsr-document-analysis 15 | lawlers-law,2019-04-16,Does the first team to score 100 points usually win?,https://github.com/ryanvmenezes/lawlers-law 16 | swana-census-analysis,2019-03-29,Are Arabs and Iranians white?,https://github.com/datadesk/swana-census-analysis 17 | fire-aircraft-delay,2019-03-22,When wildfires in California have started,https://github.com/kyleykim/R_Scripts/tree/master/la-me-ln-california-fire-aircraft-delay 18 | hhh-unequal,2019-03-12,Some neighborhoods are behind on homeless housing,https://github.com/kyleykim/R_Scripts/tree/master/la-me-ln-hhh-unequal 19 | highschool-homicide-analysis,2019-02-27,Homicides near high schools,https://github.com/datadesk/highschool-homicide-analysis 20 | deleon-district-election-results-analysis,2019-02-11,How former state Sen. Kevin de León fared,https://github.com/datadesk/deleon-district-election-results-analysis 21 | nyrb-covers-analysis,2018-12-27,Color and content of NYRB Classics book covers,https://github.com/datadesk/nyrb-covers-analysis 22 | california-fire-zone-analysis,2018-12-18,California buildings in fire hazard zones,https://github.com/datadesk/california-fire-zone-analysis 23 | helicopter-accident-analysis,2018-11-18,Helicopter accident rates,https://github.com/datadesk/helicopter-accident-analysis 24 | hollister-ranch-analysis,2018-10-20,Agricultural property tax breaks in Hollister Ranch,https://github.com/datadesk/hollister-ranch-analysis 25 | la-settlements-analysis,2018-06-27,Legal payouts made by L.A. city,https://github.com/datadesk/la-settlements-analysis 26 | california-k12-notebooks,2018-04-28,Download and process California K12 data,https://github.com/datadesk/california-k12-notebooks 27 | street-racing-analysis,2018-03-16,Street racing fatalities in L.A. County,https://github.com/datadesk/street-racing-analysis 28 | homeless-arrests-analysis,2018-02-04,Arrests of the homeless by the LAPD,https://github.com/datadesk/homeless-arrests-analysis 29 | ferc-enforcement-analysis,2017-12-14,Civil penalties issued by FERC,https://github.com/datadesk/ferc-enforcement-analysis 30 | houston-flood-zone-analysis,2017-11-08,Houston homes after Hurricane Harvey,https://github.com/datadesk/houston-flood-zone-analysis 31 | california-kindergarten-vaccination-analysis,2017-08-13,California kindergartens with the lowest vaccination rates,https://github.com/datadesk/california-kindergarten-vaccination-analysis 32 | california-h2a-visas-analysis,2017-05-25,Temporary visas granted to foreign agricultural workers,https://github.com/datadesk/california-h2a-visas-analysis 33 | construction-jobs-analysis,2017-04-20,The demographics and pay of construction workers,https://github.com/datadesk/construction-jobs-analysis 34 | california-crop-production-wages-analysis,2017-03-17,Crop worker pay in California,https://github.com/datadesk/california-crop-production-wages-analysis 35 | california-electricity-capacity-analysis,2017-02-05,California's costly power glut,https://github.com/datadesk/california-electricity-capacity-analysis 36 | california-ccscore-analysis,2016-10-31,Water usage after the state eased drought restrictions,https://github.com/datadesk/california-ccscore-analysis 37 | la-vacant-building-complaints-analysis,2016-06-15,Vacant building complaints filed with L.A. city,https://github.com/datadesk/la-vacant-building-complaints-analysis 38 | kobe-every-shot-ever,2016-04-14,Every shot in Kobe Bryant's NBA career,https://github.com/datadesk/kobe-every-shot-ever 39 | lapd-crime-classification-analysis,2015-10-15,Serious assaults misclassified by LAPD,https://github.com/datadesk/lapd-crime-classification-analysis 40 | -------------------------------------------------------------------------------- /templates/README.md: -------------------------------------------------------------------------------- 1 | # datadesk/notebooks 2 | 3 | All {{ count }} of our computational notebooks. Also available as [a CSV file](notebooks.csv). Elsewhere you can find our open-source [software packages](https://github.com/datadesk/packages) and [tutorials](https://github.com/datadesk/tutorials). 4 | 5 | | date | slug | description | 6 | |:--|:--|:--|{% for obj in object_list %} 7 | | {{ obj.date }} | [{{ obj.slug }}]({{ obj.url }}) | {{ obj.description }} |{% endfor %} 8 | --------------------------------------------------------------------------------