Ecosyste.ms: Awesome
An open API service indexing awesome lists of open source software.
amazing-insight-and-delivery
an "awesome list" of insight and delivery
https://github.com/lb-lewisham/amazing-insight-and-delivery
- understanding wcag - this article explains the P.O.U.R principle really well
- empathy prompts - a curious site that tries to put you in different shoes
- when nudges backfire - according to this study, using nudge techniques can sometimes have undesired effects
- EAST: Four Simple Ways to Apply Behavioural Insights
- behavioural nudges for ctax arrears in barking and dagenham - an example of the EAST framework in use
- ifs local
- lginform
- principles and algorithms - some approachs to mapping data
- multivariate dot density mapping - showing many groups at once
- cartography guide - insights and tips for designing maps
- backofyourhand - test your street knowledge
- council chatbots
- data cleaning 101
- snippet generator - works for sublime, code, and atom
- testing notebooks - the doctest pattern is interesting as it embeds good practice in relation to documentation as well as testing
- csvlint - validation and linting suggestions
- data-curator - desktop csv editor and validator suitable for preparing open data
- xl-to-csv - windows script to batch convert xl to csv
- imd
- pattern analysis - 5-data-store-patterns-data-lakes-data-hubs-data-virtualization-data-federation-data
- commonplaces - collection of commonplac.es consultations for lewisham
- fixymystreet - open api to envirocrime reporting
- lovecleanstreets - envirocrime reporting service
- londonair - near-realtime air-sensor data
- datastore - gla datasets tagged with lewisham
- council tax QRC4
- epc data - registration required
- imd - cut for london (also see [analysis](https://data.london.gov.uk/blog/indices-of-deprivation-2019-initial-analysis/))
- hesa - higher education data
- camden data charter - a clear approach to linked data projects
- haunted by data - the ethical implications of the longevity of data, ceglowski shows parallels between data and nuclear waste
- catalog of bias
- geojson tools
- geojsonlint
- conversion - a handy utility for converting between geospatial formats
- csv2geojson
- reconciling statistical and administrative geometries
- mapshaper - a wide range of geometry tools
- turf.js - analysis tools
- zoomstack basemaps on qgis - ordnance survey vector basemaps are free
- adding glow to features - if you want features to pop off the basemap, try making them glow
- geomob podcasts - paul ramsey (postgis), ilya zyerev (openstreetmap), tom macwright (openstreetmap, mapbox, observable) and many of the greats
- oh-my-zsh on git bash - oh-my-zsh has a great [git plugin](https://github.com/ohmyzsh/ohmyzsh/blob/master/plugins/git/git.plugin.zsh) as standard
- daff - data diff in git
- git-xl - diff spreadsheets
- dvc - versioning data and models
- flat data - scraping and flattening data for inclusion in tables (also a good way to learn a bit of deno)
- simon willison's gitscraping posts - simon has provided great examples of using git for data
- graph commons - some shared graphs
- flattening with jq
- jq playground
- jsonlint
- example of documents
- glossary/dictionary/catalogue
- the great deverticalisation - the case for decentralised, horizontal integration by use of data standards
- overpass turbo - feature query tool
- node/way/relation history - prior changesets for a given feature
- tagfinder - exploring tag uses
- taginfo - exploring tag uses
- adding council data
- conflation for councils - tool for manually merging third party datasets
- mapcomplete - thematic mapping (pubs/cafes example)
- guesstimate - can be used to estimate the impact of a project (e.g. on saving money)
- nesta's four point project plan
- black - blackened code makes for the smallest possible diffs
- cookiecutter - templating project files, the [datascience](https://drivendata.github.io/cookiecutter-data-science/) one is good for having a common ground when working jointly
- sharepoint/365 client - make sure your credentials go in a non-versioned file!
- pyjanitor - adopt neat data standards
- fuzzywuzzy - levenshtein distance join options
- data science handbook - interviews with the people who defined the field of data science
- Artificial Intelligence in Local Government: Enabling Artificial Intelligence for Good Governance in UK Local Authorities
- Smart technology and the emergence of algorithmic bureaucracy: artificial intelligence in UK local authorities
- AI Transformation Playbook
- Data Science for Local Government
- Explaining Download Patterns in Open Government Data: Citizen participation or private enterprise?
- list of local government services
- part 1 - journey-into-service-design-in-local-government-part-2-new-opportunities/)
- design methods for designing services - how to use the double diamond and associated tools
- service design tools
- emergency housing design - case study of the design council housing work for lewisham
- A beginner’s guide to what service design is not
- “So, like, what is service design?”
- Comparing service design and business analysis - Differences and similarities between service design and business analysis
- Good services - 15 principles of good service design
- Full Stack Service Design - A model that helps people to break services down into parts
- Design methods for developing services
- data and design
- improving council tax collection in north lincolnshire
- send.vis.ee - community fork of mozilla send's safe sharing
- loud numbers - musical tracks based on data
- yaqui - a neat triple-store query tool
- datasette - an open source multi-tool for exploring and publishing data
- dwp principles
- adult social care
- esd data maturity assessment
- better use of data
- data orchard framework
- gloucestershire data management strategy
- centralgov data quality
- loti data quality
- national data strategy - description of the key elements underpinning effective use of data
- data-to-viz
- litvis
- ft visual vocabulary
- visualization curriculum
- color brewer
- i want hue
- viz-palette
- chromajs palette generator
- coolors 1 colour palette
- coolors 2 colour palette
- infogram - as used by [wandsworth](https://www.datawand.info/indices-of-deprivation-2019/)
- wcag in relation to vega-lite
- data vis
- scrollytelling ecosystem
- scrollytelling deprivation
- scrollytelling cost of living
- scrollytelling covid - may be paywalled
- color universal design (cud)
Programming Languages
Keywords
python
5
csv
2
openstreetmap
2
qgis
1
qgis-plugin
1
vector-tiles
1
comparing-tables
1
csv-diffs
1
diff
1
sqlite
1
ai
1
collaboration
1
data-science
1
data-version-control
1
developer-tools
1
git
1
machine-learning
1
reproducibility
1
osm
1
openmaptiles
1
maptiler
1
geocoding
1
basemaps
1
tsv
1
open-data
1
nodejs
1
electron-app
1
data-publication
1
data-curator
1
csv-desktop-editor
1
teaching
1
data-wrangling
1
sdk-python
1
sharepoint
1
teams
1
cleaning-data
1
data
1
data-engineering
1
dataframe
1
pandas
1
pydata
1
sparql
1
cartography
1
chroma-js
1
color
1
datavis
1
generator
1
palettes
1
svelte
1
data-validation
1