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Commit 7dd7b759 authored by Ben Anderson's avatar Ben Anderson
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fixed header typos

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LSOA-Domestic/extract-DECC-LSOA-energy-data-from-excel.do
View file @ 7dd7b759
*******************************************
* Script to:
*******************************************
* Script to:
* - Extract data from DECC LSOA level domestic energy consumption data (https://www.gov.uk/government/collections/mlsoa-and-llsoa-electricity-and-gas-estimates)
/*
Copyright (C) 2014 University of Southampton
Author: Ben Anderson (b.anderson@soton.ac.uk, @dataknut, https://github.com/dataknut)
[Energy & Climate Change, Faculty of Engineering & Environment, University of Southampton]
This program is free software; you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation; either version 2 of the License
(http://choosealicense.com/licenses/gpl-2.0/), or (at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
#YMMV - http://en.wiktionary.org/wiki/YMMV
*/
/*
Copyright (C) 2014 University of Southampton
Author: Ben Anderson (b.anderson@soton.ac.uk, @dataknut, https://github.com/dataknut)
[Energy & Climate Change, Faculty of Engineering & Environment, University of Southampton]
This program is free software; you can redistribute it and/or modify
it under the terms of the GNU General Public License as published by
the Free Software Foundation; either version 2 of the License
(http://choosealicense.com/licenses/gpl-2.0/), or (at your option) any later version.
This program is distributed in the hope that it will be useful,
but WITHOUT ANY WARRANTY; without even the implied warranty of
MERCHANTABILITY or FITNESS FOR A PARTICULAR PURPOSE. See the
GNU General Public License for more details.
#YMMV - http://en.wiktionary.org/wiki/YMMV
*/
clear all
......@@ -29,7 +29,7 @@ capture log close
set more off
local where = "/Users/ben/Documents"
local where = "~/Documents"
local projroot = "`where'/Work/Data/Social Science Datatsets/DECC"
local dpath = "`projroot'/LSOA Energy Data"
......@@ -37,7 +37,7 @@ local dofiles = "`projroot'/do_files"
local rpath = "`dpath'/processed"
* census data location
local c2001path = "`where'/Work/Data/Social Science Datatsets/UK Census/2001Data"
local c2001path = "`where'/Work/Data/Social Science Datatsets/UK Census/2001Data"
local c2011path = "`where'/Work/Data/Social Science Datatsets/UK Census/2001Data"
local eimdpath = "`where'/Work/Data/Social Science Datatsets/Indices of Deprivation/English ID 2010"
local pcluts = "`where'/Work/Data/GIS data/UK Postcodes/pcluts_2007nov_processed"
......@@ -52,7 +52,7 @@ local do_2008 = 0
local do_2009 = 0
local do_2010 = 0
local do_matrix_graphs = 0
local do_bar_graphs = 1
local do_bar_graphs = 0
......@@ -330,14 +330,18 @@ foreach dv of local dist_testvars {
tabstat *Meters_*_delptc_ppn , by(`dv')
}
gen lsoacode_2001 = ew_lsoacode
preserve
keep zonecode regioncode regionname countycode countyname districtcode districtname *200* *dif*
keep zonecode lsoacode_2001 regioncode regionname countycode countyname districtcode districtname *200* *dif*
outsheet using "`dpath'/processed/llsoa-electricity-all-years-England-geo.csv", comma replace
outsheet using "`dpath'/processed/llsoa-electricity-all-years-England-geo-southwest.csv" if regionname == "South West", comma replace
export excel using "`dpath'/processed/llsoa-electricity-all-years-England-geo.xls", sheet("data") firstrow(variables) replace
restore
save "`dpath'/processed/llsoa-electricity-all-years-England-geo.dta", replace
......
NEED/analyse-NEED-EULF-2014-descriptives.do
View file @ 7dd7b759
......@@ -32,7 +32,7 @@ clear all
capture noisily log close
* written for Mac OSX - remember to change filesystem delimiter for other platforms
local home "/Users/ben/Documents"
local home "~/Documents"
local proot "`home'/Work/Data/Social Science Datatsets/DECC"
* for clam
* local proot "`home'/Work/NEED"
......
NEED/analyse-NEED-EULF-2014-electricity-consumption.do
View file @ 7dd7b759
......@@ -37,7 +37,7 @@ capture noisily log close
set more off
* written for Mac OSX - remember to change filesystem delimiter for other platforms
global home "/Users/ben/Documents"
global home "~/Documents"
global dpath "$home/Work/Data/Social Science Datatsets/DECC/NEED/End User Licence File 2014/processed"
global rpath "$home/Work/Papers and Conferences/RSS-2015/results"
......@@ -62,30 +62,46 @@ lab def EconsValidr 1 "(V)alid" 2 "not set" 3 "(L)Elec < 100" 4 "(G) Elec > 25,0
* also be aware that the consumption is rounded in buckets:
/*
GconsYEAR . Missing, off gas or invalid consumption 100 � 7,999 Gas consumption kWh rounded to nearest 500 kWh 8,000- 15,999 Gas consumption kWh rounded to nearest 100 kWh 16,000 � 24,999 Gas consumption kWh rounded to nearest 500 kWh 25,000 � 34,999 Gas consumption kWh rounded to nearest 1,000 kWh 35,000 � 50,000 Gas consumption kWh rounded to nearest 5,000 kWh EconsYEAR . Missing or invalid consumption 100 - 9,999 Electricity consumption kWh rounded to nearest 50 kWh 10,000 - 11,999 Electricity consumption kWh rounded to nearest 100 kWh 12,000 - 14,999 Electricity consumption kWh rounded to nearest 500 kWh 15,000 - 19,999 Electricity consumption kWh rounded to nearest 1,000 kWh 20,000 - 25,000 Electricity consumption kWh rounded to nearest 5,000 kWh
GconsYEAR . Missing, off gas or invalid consumption
100 � 7,999 Gas consumption kWh rounded to nearest 500 kWh
8,000- 15,999 Gas consumption kWh rounded to nearest 100 kWh
16,000 � 24,999 Gas consumption kWh rounded to nearest 500 kWh
25,000 � 34,999 Gas consumption kWh rounded to nearest 1,000 kWh
35,000 � 50,000 Gas consumption kWh rounded to nearest 5,000 kWh
EconsYEAR . Missing or invalid consumption
100 - 9,999 Electricity consumption kWh rounded to nearest 50 kWh
10,000 - 11,999 Electricity consumption kWh rounded to nearest 100 kWh
12,000 - 14,999 Electricity consumption kWh rounded to nearest 500 kWh
15,000 - 19,999 Electricity consumption kWh rounded to nearest 1,000 kWh
20,000 - 25,000 Electricity consumption kWh rounded to nearest 5,000 kWh
set more off
*/
log using "$rpath/analyse-NEED-EULF-2014-electricity-consumption-`version'.smcl", replace
if `do_desc' {
di "************************"
di "* Using `sample'% sample"
* load the yearly consumption data
use "$dpath/need_eul_may2014_consumptionfile_long_`sample'pc.dta", clear
* merge in the xwave file (fixed data - we assume!)
merge m:1 HH_ID using "$dpath/need_eul_may2014_xwavefile_100pc.dta"
di "************************"
di "* Using `sample'% sample"
* load the yearly consumption data
use "$dpath/need_eul_may2014_consumptionfile_long_`sample'pc.dta", clear
* set as panel in case it wasn't
* fix format of year so xtset doesn't break
format year %ty
xtset HH_ID year, delta(1 year)
* merge in the xwave file (fixed data - we assume!)
merge m:1 HH_ID using "$dpath/need_eul_may2014_xwavefile_100pc.dta"
* examine panel status
xtdescribe
lab var Econs "Electricity (KwH/year)"
lab var Gcons "Gas (KwH/year)"
* set up
* set as panel in case it wasn't
* fix format of year so xtset doesn't break
format year %ty
xtset HH_ID year, delta(1 year)
* examine panel status
xtdescribe
* set up
local vars "Econs Gcons"
foreach v of local vars {
di "***************"
......@@ -101,6 +117,9 @@ foreach v of local vars {
lab var `v'Validr "Recoded `v'Valid"
lab val `v'Validr `v'Validr
di "* Check transitions (`v'Validr)"
xttrans `v'Validr, freq
* set up consumption deciles
levelsof(year), local(levels)
foreach l of local levels {
......@@ -116,60 +135,57 @@ foreach v of local vars {
tab `v'_dec year
}
stop
* flag dwellings which are off gas for electricity
* NB - in this dataset we don't know if they use electricity as main heat (could be oil)
gen ba_off_gas = 0
replace ba_off_gas = 1 if GconsValidr == 2
lab def ba_off_gas 0 "On gas (GconsValid!=O)" 1 "Off gas (GconsValid=O, from EPC)"
lab val ba_off_gas ba_off_gas
* check
tabstat Gcons Econs, by(ba_off_gas)
di "* MAIN_HEAT_FUEL - Description of main heating fuel (gas or other). EPC - but NB could be 'other' but still be 'on gas'"
* flag dwellings which are off gas for electricity
* NB - in this dataset we don't know if they use electricity as main heat (could be oil)
gen ba_off_gas = 0
replace ba_off_gas = 1 if GconsValidr == 2
lab def ba_off_gas 0 "On gas (GconsValid!=O)" 1 "Off gas (GconsValid=O, from EPC)"
lab val ba_off_gas ba_off_gas
tab ba_off_gas MAIN_HEAT_FUEL, mi // suggests EPC says 'off gas' (via GconsValid) but main heat fuel still says 'gas'?
table year MAIN_HEAT_FUEL, by(ba_off_gas)
* roughly constant rate throughout years
table year MAIN_HEAT_FUEL, by(ba_off_gas) c(mean Gcons n Gcons)
* but off gas have no gas readings as you'd expect (DECC filter)
* check
tabstat Gcons Econs, by(ba_off_gas)
di "* MAIN_HEAT_FUEL - Description of main heating fuel (gas or other). EPC - but NB could be 'other' but still be 'on gas'"
foreach v of local vars {
di "***************"
di "* Testing `v' for `sample'% sample"
tab ba_off_gas MAIN_HEAT_FUEL, mi // suggests EPC says 'off gas' (via GconsValid) but main heat fuel still says 'gas'?
* overall
xtsum `v' if `v'Valid == "V"
* test values for valid - check for valid 0s for example. This only happens for gas where:
* 100 < gcons < 250 so included but rounded to nearest 500 = 0
table year MAIN_HEAT_FUEL, by(ba_off_gas)
* roughly constant rate throughout years
table year MAIN_HEAT_FUEL, by(ba_off_gas) c(mean Gcons n Gcons)
* but off gas have no gas readings as you'd expect (DECC filter)
* elec always rounded to nearest 50 so min should always be 100
foreach v of local vars {
di "***************"
di "* Testing `v' for `sample'% sample"
tabstat `v', by(`v'Valid) s(n mean semean min max)
* by year
di "* check `v' for 0s (`s'% sample)"
table `v' year if `v' < 1000
table `v'Valid year, c(count `v' min `v' mean `v' max `v')
* overall
xtsum `v' if `v'Valid == "V"
* test values for valid - check for valid 0s for example. This only happens for gas where:
* 100 < gcons < 250 so included but rounded to nearest 500 = 0
if `do_graphs' {
di "* Running graphs - do not keep in memory, just save out"
di "* Running graphs: histo"
histogram `v' if `v'Valid == "V", by(year)
graph export "$rpath/graphs/NEED-EULF-2014-`s'pc-histo_`v'_by_year_valid.png", replace
* elec always rounded to nearest 50 so min should always be 100
di "* Running graphs: boxes"
graph box `v' if `v'Valid == "V", over(year)
graph export "$rpath/graphs/NEED-EULF-2014-`s'pc-box_`v'_over_year_valid.png", replace
tabstat `v', by(`v'Valid) s(n mean semean min max)
* by year
di "* check `v' for 0s (`s'% sample)"
table `v' year if `v' < 1000
table `v'Valid year, c(count `v' min `v' mean `v' max `v')
graph box `v' if `v'Valid == "V", over(year) by(FLOOR_AREA_BAND)
graph export "$rpath/graphs/NEED-EULF-2014-`s'pc-box_`v'_yr_floor_valid.png", replace
if `do_graphs' {
di "* Running graphs - do not keep in memory, just save out"
di "* Running graphs: histo"
histogram `v' if `v'Valid == "V", by(year) scale(0.75)
graph export "$rpath/graphs/NEED-EULF-2014-`s'pc-histo_`v'_by_year_valid.png", replace
graph box `v' if `v'Valid == "V", over(year) by(EE_BAND)
graph export "$rpath/graphs/NEED-EULF-2014-`s'pc-box_`v'_yr_ee_valid.png", replace
di "* Running graphs: boxes"
graph box `v' if `v'Valid == "V", over(year) scale(0.75)
graph export "$rpath/graphs/NEED-EULF-2014-`s'pc-box_`v'_over_year_valid.png", replace
}
graph box `v' if `v'Valid == "V", over(year) by(FLOOR_AREA_BAND) scale(0.75)
graph export "$rpath/graphs/NEED-EULF-2014-`s'pc-box_`v'_yr_floor_valid.png", replace
graph box `v' if `v'Valid == "V", over(year) by(EE_BAND) scale(0.75)
graph export "$rpath/graphs/NEED-EULF-2014-`s'pc-box_`v'_yr_ee_valid.png", replace
di "* Check transitions (`v'Validr)"
xttrans `v'Validr, freq
}
}
......
NEED/analyse-NEED-EULF-2014-models-v2.0.do
View file @ 7dd7b759
......@@ -32,7 +32,7 @@ clear all
capture noisily log close
* written for Mac OSX - remember to change filesystem delimiter for other platforms
local home "/Users/ben/Documents"
local home "~/Documents"
local proot "`home'/Work/Data/Social Science Datatsets/DECC"
* for clam
* local proot "`home'/Work/NEED"
......
NEED/process-NEED-EULF-2014.do
View file @ 7dd7b759
......@@ -52,7 +52,7 @@ clear all
capture noisily log close _all
* written for Mac OSX - remember to change filesystem delimiter for other platforms
local home "/Users/ben/Documents"
local home "~/Documents"
local proot "`home'/Work/Data/Social Science Datatsets/DECC"
* for clam
* local proot "`home'/Work/NEED"
......
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