Platform
Resources
Pricing
Sign in
Get started
Aaron Kyle Dennis
Social development practitioner. Trying to understand our world.
Workspace
Fork
Public
Social Analysis
By
Aaron Kyle Dennis
Edited
May 29, 2023
1
Social Analysis
Review & Compilation: Public Gender Surveys
(Re-)Structuring IFC PS1
Project Safeguards Data Structure (NEPAL) | Census
Project Safeguards Data Structure (NEPAL) | Monitoring
Project Safeguards Data Structure (NEPAL) | Consultation
Project Safeguards Data Structure (NEPAL) | Impact Assessment
Project Safeguards Data Structure (NEPAL) | Land Valuation
Project Safeguards Data Structure (NEPAL) | GRM
Project Safeguards Data Structure (NEPAL) | Concept
World Bank Gender Data Portal | Assets
Accessing IMF Spatial Data | Climate Change
Angola Exploration | UNDRR Geospatial Data
Plotting Bhutan's Agriculture Statistics
ICIMOD | Bhutan Geospatial Data
World Bank Gender Stats
World Bank | PIP - Shared Prosperity
Bhutan | Agriculture Statistics 2021
Asian Development Outlook (ADO) | Per Capita GDP Growth in Asia and the Pacific
Asian Development Outlook (ADO) | Inflation Rate in Asia and the Pacific
MassGIS Data: Property Tax Parcels
Nepal | District Socio-Economic Profiles
World Bank API - Meet Vega Lite
UN Sustainable Development Goals API
Sri Lanka | Sources of Geospatial Data on Administrative Divisions
Bhutan | Sources of Geospatial Data on Administrative Divisions
Nepal | Sources of Geospatial Data on Administrative Divisions
Global Mining-Induced Displacement and Resettlement Events
Indonesian Data - Baseline Survey
Gujarat, India
Russian Law - Indigenous Peoples
FPIC Literature
Indigenous Peoples Literature
Indonesian Law - Safeguards
Indian Law - Safeguards
Kabupaten Kepulauan Tanimbar
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
csv_archive
=
FileAttachment
(
"Gender_Stats_CSV.zip"
)
.
zip
(
)
Insert cell
Insert cell
// This function removes the BOM character at teh beginning of our dataset
// courtesy of @fil
// See https://en.wikipedia.org/wiki/Byte_order_mark
function
stripBOM
(
text
)
{
return
text
.
charCodeAt
(
0
)
===
0xfeff
?
text
.
slice
(
1
)
:
text
;
}
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
gender_stats_DB
=
DuckDBClient
.
of
(
{
gender_stats_data
,
gender_stats_country
,
gender_stats_series
,
gender_stats_series_country
,
// Note: We're re-building the full database, but we won't build these next two tables into our next queries
gender_stats_series_time
,
gender_stats_series_footnote
}
)
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
d3
.
group
(
Gender_Stats
,
d
=>
d
.
Topic
,
d
=>
d
[
"Country Name"
]
)
Insert cell
Insert cell
Insert cell
Insert cell
Insert cell
Purpose-built for displays of data
Observable is your go-to platform for exploring data and creating expressive data visualizations. Use reactive JavaScript notebooks for prototyping and a collaborative canvas for visual data exploration and dashboard creation.
Try it for free
Learn more
Fork
View
Export
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
csv_archive
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
stripBOM
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
gender_stats_data
Edit
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
gender_stats_country
Edit
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
gender_stats_series
Edit
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
gender_stats_series_country
Edit
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
gender_stats_series_time
Edit
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
gender_stats_series_footnote
Edit
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
gender_stats_DB
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Gender_Stats
Edit
Add comment
Copy import
Select
Duplicate
Copy link
Embed
Delete
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML
Edit
Add comment
Select
Duplicate
Copy link
Embed
Delete
JavaScript
Markdown
HTML