A high resolution map of tree canopy cover for Greater London was produced from aerial imagery using machine learning techniques. The map was produced by Breadboard Labs in collaboration with the Greater London Authority as part of a Breadboard Lab’s European Space Agency funded project, Curio Canopy .  The algorithms and machine learning based techniques used to produce...

Table showing proportion of residents who walk for at least 30 minutes at a given frequency, and proportion of residents who cycle (any length or purpose) at a given frequency, by local authority and region. 1 Results are grouped according to the area where respondents live, which may not be the same as the area where they walk or cycle. 2...

This data set is for primary fires in schools (nursery, infant/primary and secondary) attended by the London Fire Brigade in 2015, 2016 and 2017 (calendar years). The data includes the date/time of the fire incident, fire motive, firefighting action, type of schools, extent of fire spread, name and address, including postcode, borough/ward, whether inner or outer London, main cause of the...

Estimates of number of jobs by industry sector, occupation and highest qualification of the jobholder. The data is taken from the Annual Population Survey and derived by the Office of National Statistics in response to ad hoc requests: 005357 covers the period 2002 to 2010, 004985 covers the period 2011 to 2014, 005733 covers...

Raw and smoothed age-specific fertility rates (ASFR) for 2005-07; ie births to mothers aged x per resident population of women aged x, where x ranges from age 15 to 49.

The Breathe London stationary network is made up of 100 AQMesh pods, each containing a collection of small sensor-based air quality monitors that offer near real-time localised air quality information. They measure nitrogen dioxide (NO₂) and nitric oxide (NO) using electrochemical sensors; particulate matter (PM) in various size cuts (PM₂.₅ and PM10 are reported) using a light-scattering optical particle counter; and carbon dioxide...

This dataset covers the various technologies used across London boroughs to deliver their services and back office operations. The data includes information on 809 IT systems and their respective contracts and suppliers. The data has been visualised in the City Tools: London dashboard and key insights are covered in the accompanying report. This data is provided and maintained by the London...

National Insurance Number (NINo) registrations to adult overseas nationals entering the UK by year of registration, by country of origin. 100% extract from National Insurance Recording System. Figures are rounded to the nearest ten. Some additional disclosure control has been applied. Totals may not sum due to rounding method used. Registration date is derived from the date at which a NINo is maintained...

Estimates of the number of hours worked per week by those in employment. Data are broken down by banded durations and gender. Data are taken from the Annual Population Survey, produced by the Office for National Statistics.

Census Key Statistics Table KS13: Qualifications and Students. Level 1: 'O' level passes; 1+ CSE/GCSE any grades; NVQ level 1; Foundation GNVQ. Level 2: 'O' level passes; 5+ CSEs (grade 1's); 5+ GCSEs (grades A-C); School Certificate; 1+ 'A' levels/'AS' levels; NVQ level 2; Intermediate GNVQ. Level 3: 2+ 'A' levels; 4+ AS levels; Higher School Certificate; NVQ level 3; Advanced GNVQ. Level 4/5:...