070213 meeting presentation
Post on 07-Dec-2014
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05.02.13update
1.DataBook
2.Workshop(as part of DB)
3.Individuals
4.Berlin
DataBookof urban data
What are the Urban Data
building the index of the databases
Data Section ParametersType of Data(Quantified or
Qualified)
Type of Data Collection(crowdsourced/private/big data etc)
Database of(Moscow) Data owner Data Collection Methods
Dataprocessing/visualising
methods
DisciplinesInvolved Accessibility Reliability Source Comments
Transport
Number of buses,trams, trolleybuses quantitative
unknown (presumably based oncorresponding reports from transportcompanies)
MoscowGovernment /Rosstat moscow government scraping text / report public medium-high internet
mainly data was collected from official reports on mos.ru site and doublechecked at rosstat website
Yearly number ofpassengers (buses,trams, trolleybuses,metro) quantitative moscow government scraping text / report public medium-high
comment: would be nice to trace the particular data-set from it's source(data life-cycle)
Number of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highTotal length of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highNumber of metrostations quantitative moscow government scraping text / report public medium-high
Railway passengers quantitative moscow government scraping text / report public medium-highSuburban railwaypassengers quantitative moscow government scraping text / report public medium-high
Railway stations quantitative moscow government scraping text / report public medium-high
Railway freight quantitative moscow government scraping text / report public medium-high
Airports quantitative moscow government scraping text / report public medium-high
Airlines passengers quantitative moscow government scraping text / report public medium-high
Air freight quantitative moscow government scraping text / report public medium-high
Length of roads quantitative moscow government scraping text / report public medium-highNumber of privatecars quantitative
GIBDD (RoadPolice) GIBDD (Road Police) scraping text / report public / non-formattedmedium-high news / media
Demographics
Population quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Life expectancy atbirth quantified Sampling & Intercensal estimate Census
Federal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Birth rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Mortality rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Sex quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Rural/Urban quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Age quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Education level quantified Sampling & Intercensal estimate
Ancestry quantified Sampling & Intercensal estimate
Disabilities quantified Sampling & Intercensal estimate
Commuting quantified Sampling & Intercensal estimate
Internet Use quantified Sampling & Intercensal estimate
Health Insurance quantified Sampling & Intercensal estimate
Income quantified Sampling & Intercensal estimate
Marriage status quantified Sampling & Intercensal estimate
Migration quantified Sampling & Intercensal estimate
Poverty quantified Sampling & Intercensal estimate
Race quantified Sampling & Intercensal estimate
Crime quantified Sampling & Intercensal estimate
Budget
Municipal budgettotalMunicipal budget aspercentage of 2002figures
Space
General informationand more specificone about space ofMoscow - space,density, land use,green zones, etc...
InfrastructureGas quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Electricity quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Energy quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Fresh water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Drinking water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
water treatmentfacilities quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed Water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number of habitablebuildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number ofinhabitable buildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://petrostat.gks.ru/digital/region5/DocLib/02zil_g.htm http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
S residentialbuildings, thousandsm2 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 % http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
Use of Fresh Water
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed water intoriver pools millionsof m3 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Air emission fromstationary sources,thousands tonn
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Gross Domesticproduct (рублей; до1998 г. - тыс. руб.)
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Education
Number of childrenin preschooleducation - 2002 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2001 - 2007 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_1_1&group=okr1002&ttype=0&Field=E1&Field=E2&Field=E3&Field=E4&Field=E5&Field=E6&Field=E7&Field=E8&Field=E9&Field=E10&Field=E11&Field=E12 2008 - 2009 -http://www.ed.gov.ru/files/materials/11971/obr2008.pdf
Number of childrenstudyed in generaleducationlinstitutions 1995 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2000,2001,20002 - http://stat.edu.ru/CD/section3/3.2.02.htm 2007, 2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_2_1d&group=okr1002&ttype=0&Field=A1&Field=A2&Field=A3&Field=A4&Field=A5&Field=A6&Field=A7&Field=A8 2009 - http://www.ed.gov.ru/files/materials/11971/obr2008.pdf 2003,2004,2006 - http://old,gov,spb,ru/Files/file/ea%20obshee%20obrazovanie%20v%20sankt-peterburge_2001-2011%20gg,pdf
number of Universitystudents in Russia2003 - 2008 quantified unknown
Statistics of RussianFederation scrapping, copying data graphic/spreadsheets open/public data
2003 - 2008 -http://stat.edu.ru/scr/db.cgi?act=listDB&t=2_6_5&group=okr1001&ttype=0&Field=S1&Field=S2&Field=S3&Field=S4&Field=S5&Field=S6&Field=S7&Field=S8&Field=S9&Field=S10&Field=S11&Field=S12&Field=S13&Field=S14&Field=S15&Field=S16&Field=S17&Field=S18&Field=S19&Field=S20&Field=S21&Field=S22&Field=S23&Field=S24&Field=S25&Field=S26&Field=S27&Field=S28&Field=S29&Field=S30&Field=S31&Field=S32&Field=S33&Field=S34&Field=S35&Field=S36&Field=S37&Field=S38&Field=S39
Number of peoplepassed Unified StateExam 2007 - 2012 quantified unknown
Statistics of RussianFederation/officialinformation portal of USE scrapping, copying data graphic/spreadsheets open/public data
2011 - 2012 -http://www.ege.edu.ru/ru/main/satistics-ege/2007-2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=ege_2008_13&group=okr1002&ttype=1&Field=F01&Field=F02&Field=F03&Field=F04&Field=F05&Field=F06&Field=F07&Field=F08&Field=F09&Field=F10&Field=F11&Field=F12&Field=F13&Field=F14&Field=F15&Field=F16&Field=F17&Field=F18&Field=F19&Field=F20&Field=F21&Field=F22&Field=F23&Field=F24&Field=F25&Field=F26&Field=F27&Field=F28&Field=F29
Economy
Moscow GRP, 2004- 2010 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
high http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/account/#
Occupation ofpopulation, 2000 -2011 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
average
Human developmentindex, 2002 - 2009 Quantified UNDP Russia complex analysis of statistics graphic/spreadsheets open/public data
high
Big Mac Index Quantified The Economist complex analysis of statistics graphic/spreadsheets open/public datahigh
Moscow Prices,2010 - 2011 Quantified The Economist scraping graphic/spreadsheets open/public data
average
Employment ofpopulation, 1913 Quantified
Moscowgoverment/Rosstat scraping tables open/public data
Data Section ParametersType of Data(Quantified or
Qualified)
Type of Data Collection(crowdsourced/private/big data etc)
Database of(Moscow) Data owner Data Collection Methods
Dataprocessing/visualising
methods
DisciplinesInvolved Accessibility Reliability Source Comments
Transport
Number of buses,trams, trolleybuses quantitative
unknown (presumably based oncorresponding reports from transportcompanies)
MoscowGovernment /Rosstat moscow government scraping text / report public medium-high internet
mainly data was collected from official reports on mos.ru site and doublechecked at rosstat website
Yearly number ofpassengers (buses,trams, trolleybuses,metro) quantitative moscow government scraping text / report public medium-high
comment: would be nice to trace the particular data-set from it's source(data life-cycle)
Number of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highTotal length of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highNumber of metrostations quantitative moscow government scraping text / report public medium-high
Railway passengers quantitative moscow government scraping text / report public medium-highSuburban railwaypassengers quantitative moscow government scraping text / report public medium-high
Railway stations quantitative moscow government scraping text / report public medium-high
Railway freight quantitative moscow government scraping text / report public medium-high
Airports quantitative moscow government scraping text / report public medium-high
Airlines passengers quantitative moscow government scraping text / report public medium-high
Air freight quantitative moscow government scraping text / report public medium-high
Length of roads quantitative moscow government scraping text / report public medium-highNumber of privatecars quantitative
GIBDD (RoadPolice) GIBDD (Road Police) scraping text / report public / non-formattedmedium-high news / media
Demographics
Population quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Life expectancy atbirth quantified Sampling & Intercensal estimate Census
Federal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Birth rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Mortality rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Sex quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Rural/Urban quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Age quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Education level quantified Sampling & Intercensal estimate
Ancestry quantified Sampling & Intercensal estimate
Disabilities quantified Sampling & Intercensal estimate
Commuting quantified Sampling & Intercensal estimate
Internet Use quantified Sampling & Intercensal estimate
Health Insurance quantified Sampling & Intercensal estimate
Income quantified Sampling & Intercensal estimate
Marriage status quantified Sampling & Intercensal estimate
Migration quantified Sampling & Intercensal estimate
Poverty quantified Sampling & Intercensal estimate
Race quantified Sampling & Intercensal estimate
Crime quantified Sampling & Intercensal estimate
Budget
Municipal budgettotalMunicipal budget aspercentage of 2002figures
Space
General informationand more specificone about space ofMoscow - space,density, land use,green zones, etc...
InfrastructureGas quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Electricity quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Energy quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Fresh water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Drinking water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
water treatmentfacilities quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed Water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number of habitablebuildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number ofinhabitable buildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://petrostat.gks.ru/digital/region5/DocLib/02zil_g.htm http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
S residentialbuildings, thousandsm2 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 % http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
Use of Fresh Water
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed water intoriver pools millionsof m3 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Air emission fromstationary sources,thousands tonn
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Gross Domesticproduct (рублей; до1998 г. - тыс. руб.)
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Education
Number of childrenin preschooleducation - 2002 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2001 - 2007 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_1_1&group=okr1002&ttype=0&Field=E1&Field=E2&Field=E3&Field=E4&Field=E5&Field=E6&Field=E7&Field=E8&Field=E9&Field=E10&Field=E11&Field=E12 2008 - 2009 -http://www.ed.gov.ru/files/materials/11971/obr2008.pdf
Number of childrenstudyed in generaleducationlinstitutions 1995 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2000,2001,20002 - http://stat.edu.ru/CD/section3/3.2.02.htm 2007, 2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_2_1d&group=okr1002&ttype=0&Field=A1&Field=A2&Field=A3&Field=A4&Field=A5&Field=A6&Field=A7&Field=A8 2009 - http://www.ed.gov.ru/files/materials/11971/obr2008.pdf 2003,2004,2006 - http://old,gov,spb,ru/Files/file/ea%20obshee%20obrazovanie%20v%20sankt-peterburge_2001-2011%20gg,pdf
number of Universitystudents in Russia2003 - 2008 quantified unknown
Statistics of RussianFederation scrapping, copying data graphic/spreadsheets open/public data
2003 - 2008 -http://stat.edu.ru/scr/db.cgi?act=listDB&t=2_6_5&group=okr1001&ttype=0&Field=S1&Field=S2&Field=S3&Field=S4&Field=S5&Field=S6&Field=S7&Field=S8&Field=S9&Field=S10&Field=S11&Field=S12&Field=S13&Field=S14&Field=S15&Field=S16&Field=S17&Field=S18&Field=S19&Field=S20&Field=S21&Field=S22&Field=S23&Field=S24&Field=S25&Field=S26&Field=S27&Field=S28&Field=S29&Field=S30&Field=S31&Field=S32&Field=S33&Field=S34&Field=S35&Field=S36&Field=S37&Field=S38&Field=S39
Number of peoplepassed Unified StateExam 2007 - 2012 quantified unknown
Statistics of RussianFederation/officialinformation portal of USE scrapping, copying data graphic/spreadsheets open/public data
2011 - 2012 -http://www.ege.edu.ru/ru/main/satistics-ege/2007-2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=ege_2008_13&group=okr1002&ttype=1&Field=F01&Field=F02&Field=F03&Field=F04&Field=F05&Field=F06&Field=F07&Field=F08&Field=F09&Field=F10&Field=F11&Field=F12&Field=F13&Field=F14&Field=F15&Field=F16&Field=F17&Field=F18&Field=F19&Field=F20&Field=F21&Field=F22&Field=F23&Field=F24&Field=F25&Field=F26&Field=F27&Field=F28&Field=F29
Economy
Moscow GRP, 2004- 2010 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
high http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/account/#
Occupation ofpopulation, 2000 -2011 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
average
Human developmentindex, 2002 - 2009 Quantified UNDP Russia complex analysis of statistics graphic/spreadsheets open/public data
high
Big Mac Index Quantified The Economist complex analysis of statistics graphic/spreadsheets open/public datahigh
Moscow Prices,2010 - 2011 Quantified The Economist scraping graphic/spreadsheets open/public data
average
Employment ofpopulation, 1913 Quantified
Moscowgoverment/Rosstat scraping tables open/public data
Infrastructure
Data Section ParametersType of Data(Quantified or
Qualified)
Type of Data Collection(crowdsourced/private/big data etc)
Database of(Moscow) Data owner Data Collection Methods
Dataprocessing/visualising
methods
DisciplinesInvolved Accessibility Reliability Source Comments
Transport
Number of buses,trams, trolleybuses quantitative
unknown (presumably based oncorresponding reports from transportcompanies)
MoscowGovernment /Rosstat moscow government scraping text / report public medium-high internet
mainly data was collected from official reports on mos.ru site and doublechecked at rosstat website
Yearly number ofpassengers (buses,trams, trolleybuses,metro) quantitative moscow government scraping text / report public medium-high
comment: would be nice to trace the particular data-set from it's source(data life-cycle)
Number of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highTotal length of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highNumber of metrostations quantitative moscow government scraping text / report public medium-high
Railway passengers quantitative moscow government scraping text / report public medium-highSuburban railwaypassengers quantitative moscow government scraping text / report public medium-high
Railway stations quantitative moscow government scraping text / report public medium-high
Railway freight quantitative moscow government scraping text / report public medium-high
Airports quantitative moscow government scraping text / report public medium-high
Airlines passengers quantitative moscow government scraping text / report public medium-high
Air freight quantitative moscow government scraping text / report public medium-high
Length of roads quantitative moscow government scraping text / report public medium-highNumber of privatecars quantitative
GIBDD (RoadPolice) GIBDD (Road Police) scraping text / report public / non-formattedmedium-high news / media
Demographics
Population quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Life expectancy atbirth quantified Sampling & Intercensal estimate Census
Federal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Birth rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Mortality rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Sex quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Rural/Urban quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Age quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Education level quantified Sampling & Intercensal estimate
Ancestry quantified Sampling & Intercensal estimate
Disabilities quantified Sampling & Intercensal estimate
Commuting quantified Sampling & Intercensal estimate
Internet Use quantified Sampling & Intercensal estimate
Health Insurance quantified Sampling & Intercensal estimate
Income quantified Sampling & Intercensal estimate
Marriage status quantified Sampling & Intercensal estimate
Migration quantified Sampling & Intercensal estimate
Poverty quantified Sampling & Intercensal estimate
Race quantified Sampling & Intercensal estimate
Crime quantified Sampling & Intercensal estimate
Budget
Municipal budgettotalMunicipal budget aspercentage of 2002figures
Space
General informationand more specificone about space ofMoscow - space,density, land use,green zones, etc...
InfrastructureGas quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Electricity quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Energy quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Fresh water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Drinking water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
water treatmentfacilities quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed Water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number of habitablebuildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number ofinhabitable buildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://petrostat.gks.ru/digital/region5/DocLib/02zil_g.htm http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
S residentialbuildings, thousandsm2 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 % http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
Use of Fresh Water
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed water intoriver pools millionsof m3 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Air emission fromstationary sources,thousands tonn
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Gross Domesticproduct (рублей; до1998 г. - тыс. руб.)
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Education
Number of childrenin preschooleducation - 2002 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2001 - 2007 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_1_1&group=okr1002&ttype=0&Field=E1&Field=E2&Field=E3&Field=E4&Field=E5&Field=E6&Field=E7&Field=E8&Field=E9&Field=E10&Field=E11&Field=E12 2008 - 2009 -http://www.ed.gov.ru/files/materials/11971/obr2008.pdf
Number of childrenstudyed in generaleducationlinstitutions 1995 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2000,2001,20002 - http://stat.edu.ru/CD/section3/3.2.02.htm 2007, 2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_2_1d&group=okr1002&ttype=0&Field=A1&Field=A2&Field=A3&Field=A4&Field=A5&Field=A6&Field=A7&Field=A8 2009 - http://www.ed.gov.ru/files/materials/11971/obr2008.pdf 2003,2004,2006 - http://old,gov,spb,ru/Files/file/ea%20obshee%20obrazovanie%20v%20sankt-peterburge_2001-2011%20gg,pdf
number of Universitystudents in Russia2003 - 2008 quantified unknown
Statistics of RussianFederation scrapping, copying data graphic/spreadsheets open/public data
2003 - 2008 -http://stat.edu.ru/scr/db.cgi?act=listDB&t=2_6_5&group=okr1001&ttype=0&Field=S1&Field=S2&Field=S3&Field=S4&Field=S5&Field=S6&Field=S7&Field=S8&Field=S9&Field=S10&Field=S11&Field=S12&Field=S13&Field=S14&Field=S15&Field=S16&Field=S17&Field=S18&Field=S19&Field=S20&Field=S21&Field=S22&Field=S23&Field=S24&Field=S25&Field=S26&Field=S27&Field=S28&Field=S29&Field=S30&Field=S31&Field=S32&Field=S33&Field=S34&Field=S35&Field=S36&Field=S37&Field=S38&Field=S39
Number of peoplepassed Unified StateExam 2007 - 2012 quantified unknown
Statistics of RussianFederation/officialinformation portal of USE scrapping, copying data graphic/spreadsheets open/public data
2011 - 2012 -http://www.ege.edu.ru/ru/main/satistics-ege/2007-2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=ege_2008_13&group=okr1002&ttype=1&Field=F01&Field=F02&Field=F03&Field=F04&Field=F05&Field=F06&Field=F07&Field=F08&Field=F09&Field=F10&Field=F11&Field=F12&Field=F13&Field=F14&Field=F15&Field=F16&Field=F17&Field=F18&Field=F19&Field=F20&Field=F21&Field=F22&Field=F23&Field=F24&Field=F25&Field=F26&Field=F27&Field=F28&Field=F29
Economy
Moscow GRP, 2004- 2010 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
high http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/account/#
Occupation ofpopulation, 2000 -2011 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
average
Human developmentindex, 2002 - 2009 Quantified UNDP Russia complex analysis of statistics graphic/spreadsheets open/public data
high
Big Mac Index Quantified The Economist complex analysis of statistics graphic/spreadsheets open/public datahigh
Moscow Prices,2010 - 2011 Quantified The Economist scraping graphic/spreadsheets open/public data
average
Employment ofpopulation, 1913 Quantified
Moscowgoverment/Rosstat scraping tables open/public data
Infrastructure intro
A comparison was made between residential and non-residential buildingsconstructions, utilities and emission values in Moscow, Saint Petersburgand Moscow Region.
There were some problems in finding values for gas, electricity and energyoverall, and in some cases, different sources showed different values.
Some graphs have a dramatic increase in some points and dramaticdecrease, which rises a question of its validity
Overall, there is not so much information online available of infrastructure.Most of the data came out of Rosstat website and their years databooksHowever, a number of sources were reviewed and compared. Rosstatwebsite appeared to be the most reliable and full.
Comparison of water/air emission to the use of fresh water and population growth in Moscow
http://www.mos.ru/about/statistics/index.php?id_4=138http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htmhttp://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/statisticCollections/doc_1135075100641
Comparison of electricity/gas and population increase in Moscow
http://www.mos.ru/about/statistics/index.php?id_4=138http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htmhttp://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/statisticCollections/doc_1135075100641
Comparison of drinking/fresh water and water emission in city Moscow
http://www.mos.ru/about/statistics/index.php?id_4=138http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htmhttp://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/statisticCollections/doc_1135075100641
http://petrostat.gks.ru/digital/region5/DocLib/02zil_g.htmhttp://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
Comparison of residential and nonresidential buildings, thousands m2 in city Moscow for last decade
http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htmhttp://petrostat.gks.ru/digital/region5/DocLib/02zil_g.htm
Comparison of residential buildings built for over two last decades in three Russian cities in last two decades
http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
Comparison of fresh water usage in three Russian cities for last two decades
http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
Comparison of water emission, millions m3
Infrastructure conclusions
Usage of fresh and drinking water was decreased in last decade, this could be due to a number of unknown reasons;Usage of electricity has increased dramatically, the reason is obvious;Moscow water emission is increased dramatically and construction of residential buildings increased accordingly.
The data collected so far is still too vague and basic, and does not include comparison with New Delhi and New York as it was planned but have the room for future work. To put together a full infrastructure profile, the data needs to include topics such as:Media / Telecommunications;Comparison with other factors such as National Domestic Gross;Include statistics from New Delhi and New York;GEOstatistics of built area and energy distribution;Find statistics for 2011 -2012.
Transport
Territory of comparisonMoscow
Subject and period of analysis:Public transport ridership rates - 2000-2010Private cars ownership rates - 2000-2011Population growth rates - 2000-2012
Data Section ParametersType of Data(Quantified or
Qualified)
Type of Data Collection(crowdsourced/private/big data etc)
Database of(Moscow) Data owner Data Collection Methods
Dataprocessing/visualising
methods
DisciplinesInvolved Accessibility Reliability Source Comments
Transport
Number of buses,trams, trolleybuses quantitative
unknown (presumably based oncorresponding reports from transportcompanies)
MoscowGovernment /Rosstat moscow government scraping text / report public medium-high internet
mainly data was collected from official reports on mos.ru site and doublechecked at rosstat website
Yearly number ofpassengers (buses,trams, trolleybuses,metro) quantitative moscow government scraping text / report public medium-high
comment: would be nice to trace the particular data-set from it's source(data life-cycle)
Number of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highTotal length of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highNumber of metrostations quantitative moscow government scraping text / report public medium-high
Railway passengers quantitative moscow government scraping text / report public medium-highSuburban railwaypassengers quantitative moscow government scraping text / report public medium-high
Railway stations quantitative moscow government scraping text / report public medium-high
Railway freight quantitative moscow government scraping text / report public medium-high
Airports quantitative moscow government scraping text / report public medium-high
Airlines passengers quantitative moscow government scraping text / report public medium-high
Air freight quantitative moscow government scraping text / report public medium-high
Length of roads quantitative moscow government scraping text / report public medium-highNumber of privatecars quantitative
GIBDD (RoadPolice) GIBDD (Road Police) scraping text / report public / non-formattedmedium-high news / media
Demographics
Population quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Life expectancy atbirth quantified Sampling & Intercensal estimate Census
Federal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Birth rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Mortality rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Sex quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Rural/Urban quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Age quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Education level quantified Sampling & Intercensal estimate
Ancestry quantified Sampling & Intercensal estimate
Disabilities quantified Sampling & Intercensal estimate
Commuting quantified Sampling & Intercensal estimate
Internet Use quantified Sampling & Intercensal estimate
Health Insurance quantified Sampling & Intercensal estimate
Income quantified Sampling & Intercensal estimate
Marriage status quantified Sampling & Intercensal estimate
Migration quantified Sampling & Intercensal estimate
Poverty quantified Sampling & Intercensal estimate
Race quantified Sampling & Intercensal estimate
Crime quantified Sampling & Intercensal estimate
Budget
Municipal budgettotalMunicipal budget aspercentage of 2002figures
Space
General informationand more specificone about space ofMoscow - space,density, land use,green zones, etc...
InfrastructureGas quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Electricity quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Energy quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Fresh water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Drinking water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
water treatmentfacilities quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed Water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number of habitablebuildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number ofinhabitable buildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://petrostat.gks.ru/digital/region5/DocLib/02zil_g.htm http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
S residentialbuildings, thousandsm2 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 % http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
Use of Fresh Water
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed water intoriver pools millionsof m3 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Air emission fromstationary sources,thousands tonn
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Gross Domesticproduct (рублей; до1998 г. - тыс. руб.)
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Education
Number of childrenin preschooleducation - 2002 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2001 - 2007 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_1_1&group=okr1002&ttype=0&Field=E1&Field=E2&Field=E3&Field=E4&Field=E5&Field=E6&Field=E7&Field=E8&Field=E9&Field=E10&Field=E11&Field=E12 2008 - 2009 -http://www.ed.gov.ru/files/materials/11971/obr2008.pdf
Number of childrenstudyed in generaleducationlinstitutions 1995 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2000,2001,20002 - http://stat.edu.ru/CD/section3/3.2.02.htm 2007, 2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_2_1d&group=okr1002&ttype=0&Field=A1&Field=A2&Field=A3&Field=A4&Field=A5&Field=A6&Field=A7&Field=A8 2009 - http://www.ed.gov.ru/files/materials/11971/obr2008.pdf 2003,2004,2006 - http://old,gov,spb,ru/Files/file/ea%20obshee%20obrazovanie%20v%20sankt-peterburge_2001-2011%20gg,pdf
number of Universitystudents in Russia2003 - 2008 quantified unknown
Statistics of RussianFederation scrapping, copying data graphic/spreadsheets open/public data
2003 - 2008 -http://stat.edu.ru/scr/db.cgi?act=listDB&t=2_6_5&group=okr1001&ttype=0&Field=S1&Field=S2&Field=S3&Field=S4&Field=S5&Field=S6&Field=S7&Field=S8&Field=S9&Field=S10&Field=S11&Field=S12&Field=S13&Field=S14&Field=S15&Field=S16&Field=S17&Field=S18&Field=S19&Field=S20&Field=S21&Field=S22&Field=S23&Field=S24&Field=S25&Field=S26&Field=S27&Field=S28&Field=S29&Field=S30&Field=S31&Field=S32&Field=S33&Field=S34&Field=S35&Field=S36&Field=S37&Field=S38&Field=S39
Number of peoplepassed Unified StateExam 2007 - 2012 quantified unknown
Statistics of RussianFederation/officialinformation portal of USE scrapping, copying data graphic/spreadsheets open/public data
2011 - 2012 -http://www.ege.edu.ru/ru/main/satistics-ege/2007-2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=ege_2008_13&group=okr1002&ttype=1&Field=F01&Field=F02&Field=F03&Field=F04&Field=F05&Field=F06&Field=F07&Field=F08&Field=F09&Field=F10&Field=F11&Field=F12&Field=F13&Field=F14&Field=F15&Field=F16&Field=F17&Field=F18&Field=F19&Field=F20&Field=F21&Field=F22&Field=F23&Field=F24&Field=F25&Field=F26&Field=F27&Field=F28&Field=F29
Economy
Moscow GRP, 2004- 2010 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
high http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/account/#
Occupation ofpopulation, 2000 -2011 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
average
Human developmentindex, 2002 - 2009 Quantified UNDP Russia complex analysis of statistics graphic/spreadsheets open/public data
high
Big Mac Index Quantified The Economist complex analysis of statistics graphic/spreadsheets open/public datahigh
Moscow Prices,2010 - 2011 Quantified The Economist scraping graphic/spreadsheets open/public data
average
Employment ofpopulation, 1913 Quantified
Moscowgoverment/Rosstat scraping tables open/public data
Initial collection of basic quantitative public transport indicators for Moscow and New York City revealed the surprising trend of decreasing ridership rates for all modes of public transport in Moscow.
Additional information was collected for non-city transport such as airplanes and in-ter-city trains.Data about transport infrastructure, freight traffic and private cars was also collected.
In the end, it was decided to compare the most dynamic indicators (number of private cars and public transport ridership) with overall population growth rate in Moscow.
Some information was also collected on cities such as New York City and Saint-Peters-burg, which can be used in future for investigation of general trends in development and usage of public transport.
Among the challenges, the lack of structured data and numerous contradictions in different sources can be mentioned.
Transport intro
Public transport ridership (%)
sources: rosstat - www.gks.ru, Moscow government - www.mos.ru
Visualization of collected data reveals the decline in usage of public transport during the last decade that has seen a growing population and a soaring number of private vehicle ownership. These trends explicitly explain the current difficulties of the transport situation in Moscow.
Further analysis will also include budget spendings on the development of public trans-port and its result will probably support the hypothesis about low efficiency of existing programs for public transport development.
Transport Conclusions
Population
Territory of comparisonMoscow, Saint-Petersburg, New York City, New Delhi
Subject and period of analysis Population Change 1350-2000Population Change 1990-2010Life Expectancy 1990-2010Mortality Rates Comparison 1970-2010Mortality Rates Russia 1970-2010Birth Rates 1970-2010
Data Section ParametersType of Data(Quantified or
Qualified)
Type of Data Collection(crowdsourced/private/big data etc)
Database of(Moscow) Data owner Data Collection Methods
Dataprocessing/visualising
methods
DisciplinesInvolved Accessibility Reliability Source Comments
Transport
Number of buses,trams, trolleybuses quantitative
unknown (presumably based oncorresponding reports from transportcompanies)
MoscowGovernment /Rosstat moscow government scraping text / report public medium-high internet
mainly data was collected from official reports on mos.ru site and doublechecked at rosstat website
Yearly number ofpassengers (buses,trams, trolleybuses,metro) quantitative moscow government scraping text / report public medium-high
comment: would be nice to trace the particular data-set from it's source(data life-cycle)
Number of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highTotal length of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highNumber of metrostations quantitative moscow government scraping text / report public medium-high
Railway passengers quantitative moscow government scraping text / report public medium-highSuburban railwaypassengers quantitative moscow government scraping text / report public medium-high
Railway stations quantitative moscow government scraping text / report public medium-high
Railway freight quantitative moscow government scraping text / report public medium-high
Airports quantitative moscow government scraping text / report public medium-high
Airlines passengers quantitative moscow government scraping text / report public medium-high
Air freight quantitative moscow government scraping text / report public medium-high
Length of roads quantitative moscow government scraping text / report public medium-highNumber of privatecars quantitative
GIBDD (RoadPolice) GIBDD (Road Police) scraping text / report public / non-formattedmedium-high news / media
Demographics
Population quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Life expectancy atbirth quantified Sampling & Intercensal estimate Census
Federal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Birth rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Mortality rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Sex quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Rural/Urban quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Age quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Education level quantified Sampling & Intercensal estimate
Ancestry quantified Sampling & Intercensal estimate
Disabilities quantified Sampling & Intercensal estimate
Commuting quantified Sampling & Intercensal estimate
Internet Use quantified Sampling & Intercensal estimate
Health Insurance quantified Sampling & Intercensal estimate
Income quantified Sampling & Intercensal estimate
Marriage status quantified Sampling & Intercensal estimate
Migration quantified Sampling & Intercensal estimate
Poverty quantified Sampling & Intercensal estimate
Race quantified Sampling & Intercensal estimate
Crime quantified Sampling & Intercensal estimate
Budget
Municipal budgettotalMunicipal budget aspercentage of 2002figures
Space
General informationand more specificone about space ofMoscow - space,density, land use,green zones, etc...
InfrastructureGas quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Electricity quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Energy quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Fresh water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Drinking water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
water treatmentfacilities quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed Water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number of habitablebuildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number ofinhabitable buildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://petrostat.gks.ru/digital/region5/DocLib/02zil_g.htm http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
S residentialbuildings, thousandsm2 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 % http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
Use of Fresh Water
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed water intoriver pools millionsof m3 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Air emission fromstationary sources,thousands tonn
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Gross Domesticproduct (рублей; до1998 г. - тыс. руб.)
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Education
Number of childrenin preschooleducation - 2002 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2001 - 2007 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_1_1&group=okr1002&ttype=0&Field=E1&Field=E2&Field=E3&Field=E4&Field=E5&Field=E6&Field=E7&Field=E8&Field=E9&Field=E10&Field=E11&Field=E12 2008 - 2009 -http://www.ed.gov.ru/files/materials/11971/obr2008.pdf
Number of childrenstudyed in generaleducationlinstitutions 1995 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2000,2001,20002 - http://stat.edu.ru/CD/section3/3.2.02.htm 2007, 2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_2_1d&group=okr1002&ttype=0&Field=A1&Field=A2&Field=A3&Field=A4&Field=A5&Field=A6&Field=A7&Field=A8 2009 - http://www.ed.gov.ru/files/materials/11971/obr2008.pdf 2003,2004,2006 - http://old,gov,spb,ru/Files/file/ea%20obshee%20obrazovanie%20v%20sankt-peterburge_2001-2011%20gg,pdf
number of Universitystudents in Russia2003 - 2008 quantified unknown
Statistics of RussianFederation scrapping, copying data graphic/spreadsheets open/public data
2003 - 2008 -http://stat.edu.ru/scr/db.cgi?act=listDB&t=2_6_5&group=okr1001&ttype=0&Field=S1&Field=S2&Field=S3&Field=S4&Field=S5&Field=S6&Field=S7&Field=S8&Field=S9&Field=S10&Field=S11&Field=S12&Field=S13&Field=S14&Field=S15&Field=S16&Field=S17&Field=S18&Field=S19&Field=S20&Field=S21&Field=S22&Field=S23&Field=S24&Field=S25&Field=S26&Field=S27&Field=S28&Field=S29&Field=S30&Field=S31&Field=S32&Field=S33&Field=S34&Field=S35&Field=S36&Field=S37&Field=S38&Field=S39
Number of peoplepassed Unified StateExam 2007 - 2012 quantified unknown
Statistics of RussianFederation/officialinformation portal of USE scrapping, copying data graphic/spreadsheets open/public data
2011 - 2012 -http://www.ege.edu.ru/ru/main/satistics-ege/2007-2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=ege_2008_13&group=okr1002&ttype=1&Field=F01&Field=F02&Field=F03&Field=F04&Field=F05&Field=F06&Field=F07&Field=F08&Field=F09&Field=F10&Field=F11&Field=F12&Field=F13&Field=F14&Field=F15&Field=F16&Field=F17&Field=F18&Field=F19&Field=F20&Field=F21&Field=F22&Field=F23&Field=F24&Field=F25&Field=F26&Field=F27&Field=F28&Field=F29
Economy
Moscow GRP, 2004- 2010 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
high http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/account/#
Occupation ofpopulation, 2000 -2011 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
average
Human developmentindex, 2002 - 2009 Quantified UNDP Russia complex analysis of statistics graphic/spreadsheets open/public data
high
Big Mac Index Quantified The Economist complex analysis of statistics graphic/spreadsheets open/public datahigh
Moscow Prices,2010 - 2011 Quantified The Economist scraping graphic/spreadsheets open/public data
average
Employment ofpopulation, 1913 Quantified
Moscowgoverment/Rosstat scraping tables open/public data
WHATBasic information about population and densities. First attempt to describe Moscow’s demographic profile while putting it into context by comparison with the two selected cities(NYC & New Delhi).
HOW2 days/291 relevant site visits (a lot of them are revisits of the same surveys)
The majority of information was extracted out of hard data tables. Diagrams and graphs were used as additional and not as primary sources.
The data, for the most part, came out of governmental sites or big official demo-graphic surveys. Some of the numbers given are estimates as there are no yearly population censuses.
Official census are being executed every 10 years (at least), the data is public and not hard to locate.
In Russia, the first census of the tax-payers was made in 1722-1723 by the order of Peter the Great (only men were counted)
Population intro
http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%A0%D0%BE%D1%81%D1%81%D0%B8%D0%B8http://en.wikipedia.org/wiki/Demographics_of_India. http://www.populstat.info/Asia/indiac.htmhttp://en.wikipedia.org/wiki/Demographics_of_the_United_States#Population_density
http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8Bhttp://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%A1%D0%B0%D0%BD%D0%BA%D1%82-%D0%9F%D0%B5%D1%82%D0%B5%D1%80%D0%B1%D1%83%D1%80%D0%B3%D0%B0http://en.wikipedia.org/wiki/Delhi http://www.indiaonlinepages.com/population/delhi-population.htmlhttp://www.nyc.gov/html/dcp/html/census/popcur.shtml http://en.wikipedia.org/wiki/New_York_City
http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8Bhttp://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%A1%D0%B0%D0%BD%D0%BA%D1%82-%D0%9F%D0%B5%D1%82%D0%B5%D1%80%D0%B1%D1%83%D1%80%D0%B3%D0%B0http://en.wikipedia.org/wiki/Delhi http://www.indiaonlinepages.com/population/delhi-population.htmlhttp://www.nyc.gov/html/dcp/html/census/popcur.shtml http://en.wikipedia.org/wiki/New_York_City
http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%A0%D0%BE%D1%81%D1%81%D0%B8%D0%B8http://en.wikipedia.org/wiki/Demographics_of_the_United_States#Population_densityhttp://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8Bhttp://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%A1%D0%B0%D0%BD%D0%BA%D1%82-%D0%9F%D0%B5%D1%82%D0%B5%D1%80%D0%B1%D1%83%D1%80%D0%B3%D0%B0 http://www.documentcloud.org/documents/537407-life-expectancy-charts.html#document/p2
Russia Total
USA Total
Moscow
St.Petersburg
NYC
http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8Bhttp://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%A1%D0%B0%D0%BD%D0%BA%D1%82-%D0%9F%D0%B5%D1%82%D0%B5%D1%80%D0%B1%D1%83%D1%80%D0%B3%D0%B0 http://delhiplanning.nic.in/Economic%20Survey/ES%202005-06/Chpt/3.pdf http://delhi.gov.in/wps/wcm/connect/doit_planning/Planning/Economic+Survey+of+Dehli/Content/Demographic+Profile http://www.nyc.gov/html/doh/downloads/pdf/vs/vs-population-and-mortality-report.pdfhttp://www.censusindia.gov.in/vital_statistics/Vital_Rates/Vital_rates.aspxhttp://en.wikipedia.org/wiki/Demographics_of_the_United_States
http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%A0%D0%BE%D1%81%D1%81%D0%B8%D0%B8http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8Bhttp://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%A1%D0%B0%D0%BD%D0%BA%D1%82-%D0%9F%D0%B5%D1%82%D0%B5%D1%80%D0%B1%D1%83%D1%80%D0%B3%D0%B0
http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%A0%D0%BE%D1%81%D1%81%D0%B8%D0%B8http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8Bhttp://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%A1%D0%B0%D0%BD%D0%BA%D1%82-%D0%9F%D0%B5%D1%82%D0%B5%D1%80%D0%B1%D1%83%D1%80%D0%B3%D0%B0 http://delhiplanning.nic.in/Economic%20Survey/ES%202005-06/Chpt/3.pdf http://delhi.gov.in/wps/wcm/connect/doit_planning/Planning/Economic+Survey+of+Dehli/Content/Demographic+Profilehttp://www.nyc.gov/html/doh/downloads/pdf/vs/vs-population-and-mortality-report.pdf
http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%A0%D0%BE%D1%81%D1%81%D0%B8%D0%B8http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8Bhttp://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%A1%D0%B0%D0%BD%D0%BA%D1%82-%D0%9F%D0%B5%D1%82%D0%B5%D1%80%D0%B1%D1%83%D1%80%D0%B3%D0%B0
Education
Territory of comparisonMoscow/Moscow Region/Saint-Peters-burg
Subject and period of analysisNumber of children in preschool educa-tion - 2002 - 2009Number of children studied in general ed-ucational institutions 1995 - 2009Number of University students in Russia 2003 - 2008Number of people passed Unified State Exam 2007 - 2012
Data Section ParametersType of Data(Quantified or
Qualified)
Type of Data Collection(crowdsourced/private/big data etc)
Database of(Moscow) Data owner Data Collection Methods
Dataprocessing/visualising
methods
DisciplinesInvolved Accessibility Reliability Source Comments
Transport
Number of buses,trams, trolleybuses quantitative
unknown (presumably based oncorresponding reports from transportcompanies)
MoscowGovernment /Rosstat moscow government scraping text / report public medium-high internet
mainly data was collected from official reports on mos.ru site and doublechecked at rosstat website
Yearly number ofpassengers (buses,trams, trolleybuses,metro) quantitative moscow government scraping text / report public medium-high
comment: would be nice to trace the particular data-set from it's source(data life-cycle)
Number of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highTotal length of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highNumber of metrostations quantitative moscow government scraping text / report public medium-high
Railway passengers quantitative moscow government scraping text / report public medium-highSuburban railwaypassengers quantitative moscow government scraping text / report public medium-high
Railway stations quantitative moscow government scraping text / report public medium-high
Railway freight quantitative moscow government scraping text / report public medium-high
Airports quantitative moscow government scraping text / report public medium-high
Airlines passengers quantitative moscow government scraping text / report public medium-high
Air freight quantitative moscow government scraping text / report public medium-high
Length of roads quantitative moscow government scraping text / report public medium-highNumber of privatecars quantitative
GIBDD (RoadPolice) GIBDD (Road Police) scraping text / report public / non-formattedmedium-high news / media
Demographics
Population quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Life expectancy atbirth quantified Sampling & Intercensal estimate Census
Federal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Birth rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Mortality rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Sex quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Rural/Urban quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Age quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Education level quantified Sampling & Intercensal estimate
Ancestry quantified Sampling & Intercensal estimate
Disabilities quantified Sampling & Intercensal estimate
Commuting quantified Sampling & Intercensal estimate
Internet Use quantified Sampling & Intercensal estimate
Health Insurance quantified Sampling & Intercensal estimate
Income quantified Sampling & Intercensal estimate
Marriage status quantified Sampling & Intercensal estimate
Migration quantified Sampling & Intercensal estimate
Poverty quantified Sampling & Intercensal estimate
Race quantified Sampling & Intercensal estimate
Crime quantified Sampling & Intercensal estimate
Budget
Municipal budgettotalMunicipal budget aspercentage of 2002figures
Space
General informationand more specificone about space ofMoscow - space,density, land use,green zones, etc...
InfrastructureGas quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Electricity quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Energy quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Fresh water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Drinking water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
water treatmentfacilities quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed Water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number of habitablebuildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number ofinhabitable buildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://petrostat.gks.ru/digital/region5/DocLib/02zil_g.htm http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
S residentialbuildings, thousandsm2 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 % http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
Use of Fresh Water
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed water intoriver pools millionsof m3 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Air emission fromstationary sources,thousands tonn
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Gross Domesticproduct (рублей; до1998 г. - тыс. руб.)
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Education
Number of childrenin preschooleducation - 2002 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2001 - 2007 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_1_1&group=okr1002&ttype=0&Field=E1&Field=E2&Field=E3&Field=E4&Field=E5&Field=E6&Field=E7&Field=E8&Field=E9&Field=E10&Field=E11&Field=E12 2008 - 2009 -http://www.ed.gov.ru/files/materials/11971/obr2008.pdf
Number of childrenstudyed in generaleducationlinstitutions 1995 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2000,2001,20002 - http://stat.edu.ru/CD/section3/3.2.02.htm 2007, 2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_2_1d&group=okr1002&ttype=0&Field=A1&Field=A2&Field=A3&Field=A4&Field=A5&Field=A6&Field=A7&Field=A8 2009 - http://www.ed.gov.ru/files/materials/11971/obr2008.pdf 2003,2004,2006 - http://old,gov,spb,ru/Files/file/ea%20obshee%20obrazovanie%20v%20sankt-peterburge_2001-2011%20gg,pdf
number of Universitystudents in Russia2003 - 2008 quantified unknown
Statistics of RussianFederation scrapping, copying data graphic/spreadsheets open/public data
2003 - 2008 -http://stat.edu.ru/scr/db.cgi?act=listDB&t=2_6_5&group=okr1001&ttype=0&Field=S1&Field=S2&Field=S3&Field=S4&Field=S5&Field=S6&Field=S7&Field=S8&Field=S9&Field=S10&Field=S11&Field=S12&Field=S13&Field=S14&Field=S15&Field=S16&Field=S17&Field=S18&Field=S19&Field=S20&Field=S21&Field=S22&Field=S23&Field=S24&Field=S25&Field=S26&Field=S27&Field=S28&Field=S29&Field=S30&Field=S31&Field=S32&Field=S33&Field=S34&Field=S35&Field=S36&Field=S37&Field=S38&Field=S39
Number of peoplepassed Unified StateExam 2007 - 2012 quantified unknown
Statistics of RussianFederation/officialinformation portal of USE scrapping, copying data graphic/spreadsheets open/public data
2011 - 2012 -http://www.ege.edu.ru/ru/main/satistics-ege/2007-2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=ege_2008_13&group=okr1002&ttype=1&Field=F01&Field=F02&Field=F03&Field=F04&Field=F05&Field=F06&Field=F07&Field=F08&Field=F09&Field=F10&Field=F11&Field=F12&Field=F13&Field=F14&Field=F15&Field=F16&Field=F17&Field=F18&Field=F19&Field=F20&Field=F21&Field=F22&Field=F23&Field=F24&Field=F25&Field=F26&Field=F27&Field=F28&Field=F29
Economy
Moscow GRP, 2004- 2010 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
high http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/account/#
Occupation ofpopulation, 2000 -2011 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
average
Human developmentindex, 2002 - 2009 Quantified UNDP Russia complex analysis of statistics graphic/spreadsheets open/public data
high
Big Mac Index Quantified The Economist complex analysis of statistics graphic/spreadsheets open/public datahigh
Moscow Prices,2010 - 2011 Quantified The Economist scraping graphic/spreadsheets open/public data
average
Employment ofpopulation, 1913 Quantified
Moscowgoverment/Rosstat scraping tables open/public data
Education intro
About 250 links were analysed to find data relating to education. Data was taken from official web-sites and open sources. For example, the rate of unemployment after uni-versity, number of schools and universities, the quantity of pupils who passed Unified State Exam on the highest mark and the expenditure of the Ministry of Education.
Data was compiled on three stages of education: preschool, general education and university for students in institutions which are situated in Moscow, Moscow region and Saint-Petersburg in the first decade of the 21st century. That is why the first three slides are about how the number of students were changing in comparison with differ-ent years.
The slide about general education was the most difficult one because the data was tak-en from 4 different sources.
The last slide is about Unified State Exam which appeared in 2005 in Russia. It turned out that there is a gap in data for territorial and quantitative results in 2005, 2006 and in 2009.
2001 - 2007 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_1_1&group=okr1002&ttype=0&Field=E1&Field=E2&Field=E3&Field=E4&Field=E5&Field=E6&Field=E7&Field=E8&Field=E9&Field=E10&Field=E11&Field=E12
2008 - 2009 - http://www.ed.gov.ru/files/materials/11971/obr2008.pdf
2000,2001,20002 - http://stat.edu.ru/CD/section3/3.2.02.htm
2007, 2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_2_1d&group=okr1002&ttype=0&Field=A1&Field=A2&Field=A3&Field=A4&Field=A5&Field=A6&Field=A7&Field=A8
2009 - http://www.ed.gov.ru/files/materials/11971/obr2008.pdf
2003,2004,2006 - http://old,gov,spb,ru/Files/file/ea%20obshee%20obrazovanie%20v%20sankt-peterburge_2001-2011%20gg,pdf
2003 - 2008 -https://docs.google.com/a/strelkastudent.com/spreadsheet/ccc?key=0AtkJBCk-87rUdERLMjhnYnNqSTJGSDNVODVWWTZZaEE#gid=26
2011 - 2012 - http://www.ege.edu.ru/ru/main/satistics-ege/2007-2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=ege_2008_13&group=okr1002&ttype=1&Field=F01&Field=F02&Field=F03&Field=F04&Field=F05&Field=F06&Field=F07&Field=F08&Field=F09&Field=F10&Field=F11&Field=F12&Field=F13&Field=F14&Field=F15&Field=F16&Field=F17&Field=F18&Field=F19&Field=F20&Field=F21&Field=F22&Field=F23&Field=F24&Field=F25&Field=F26&Field=F27&Field=F28&Field=F29
Education conclusions
Saint-Petersburg has the lowest number of children estimated to be in preschool educa-tion, especially in 2005.
2008 was the epic year after which the decline in general education is obvious
Looking at the students rate, Moscow has the biggest number of students, Saint - Pe-tersburg is follows next, while the Moscow Region lies far beyond, despite the higher number of universities: 270 in Moscow, 151 in Moscow Region, and 96 in Saint-Peters-burg
Space
Data Section ParametersType of Data(Quantified or
Qualified)
Type of Data Collection(crowdsourced/private/big data etc)
Database of(Moscow) Data owner Data Collection Methods
Dataprocessing/visualising
methods
DisciplinesInvolved Accessibility Reliability Source Comments
Transport
Number of buses,trams, trolleybuses quantitative
unknown (presumably based oncorresponding reports from transportcompanies)
MoscowGovernment /Rosstat moscow government scraping text / report public medium-high internet
mainly data was collected from official reports on mos.ru site and doublechecked at rosstat website
Yearly number ofpassengers (buses,trams, trolleybuses,metro) quantitative moscow government scraping text / report public medium-high
comment: would be nice to trace the particular data-set from it's source(data life-cycle)
Number of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highTotal length of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highNumber of metrostations quantitative moscow government scraping text / report public medium-high
Railway passengers quantitative moscow government scraping text / report public medium-highSuburban railwaypassengers quantitative moscow government scraping text / report public medium-high
Railway stations quantitative moscow government scraping text / report public medium-high
Railway freight quantitative moscow government scraping text / report public medium-high
Airports quantitative moscow government scraping text / report public medium-high
Airlines passengers quantitative moscow government scraping text / report public medium-high
Air freight quantitative moscow government scraping text / report public medium-high
Length of roads quantitative moscow government scraping text / report public medium-highNumber of privatecars quantitative
GIBDD (RoadPolice) GIBDD (Road Police) scraping text / report public / non-formattedmedium-high news / media
Demographics
Population quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Life expectancy atbirth quantified Sampling & Intercensal estimate Census
Federal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Birth rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Mortality rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Sex quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Rural/Urban quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Age quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Education level quantified Sampling & Intercensal estimate
Ancestry quantified Sampling & Intercensal estimate
Disabilities quantified Sampling & Intercensal estimate
Commuting quantified Sampling & Intercensal estimate
Internet Use quantified Sampling & Intercensal estimate
Health Insurance quantified Sampling & Intercensal estimate
Income quantified Sampling & Intercensal estimate
Marriage status quantified Sampling & Intercensal estimate
Migration quantified Sampling & Intercensal estimate
Poverty quantified Sampling & Intercensal estimate
Race quantified Sampling & Intercensal estimate
Crime quantified Sampling & Intercensal estimate
Budget
Municipal budgettotalMunicipal budget aspercentage of 2002figures
Space
General informationand more specificone about space ofMoscow - space,density, land use,green zones, etc...
InfrastructureGas quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Electricity quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Energy quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Fresh water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Drinking water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
water treatmentfacilities quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed Water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number of habitablebuildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number ofinhabitable buildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://petrostat.gks.ru/digital/region5/DocLib/02zil_g.htm http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
S residentialbuildings, thousandsm2 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 % http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
Use of Fresh Water
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed water intoriver pools millionsof m3 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Air emission fromstationary sources,thousands tonn
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Gross Domesticproduct (рублей; до1998 г. - тыс. руб.)
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Education
Number of childrenin preschooleducation - 2002 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2001 - 2007 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_1_1&group=okr1002&ttype=0&Field=E1&Field=E2&Field=E3&Field=E4&Field=E5&Field=E6&Field=E7&Field=E8&Field=E9&Field=E10&Field=E11&Field=E12 2008 - 2009 -http://www.ed.gov.ru/files/materials/11971/obr2008.pdf
Number of childrenstudyed in generaleducationlinstitutions 1995 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2000,2001,20002 - http://stat.edu.ru/CD/section3/3.2.02.htm 2007, 2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_2_1d&group=okr1002&ttype=0&Field=A1&Field=A2&Field=A3&Field=A4&Field=A5&Field=A6&Field=A7&Field=A8 2009 - http://www.ed.gov.ru/files/materials/11971/obr2008.pdf 2003,2004,2006 - http://old,gov,spb,ru/Files/file/ea%20obshee%20obrazovanie%20v%20sankt-peterburge_2001-2011%20gg,pdf
number of Universitystudents in Russia2003 - 2008 quantified unknown
Statistics of RussianFederation scrapping, copying data graphic/spreadsheets open/public data
2003 - 2008 -http://stat.edu.ru/scr/db.cgi?act=listDB&t=2_6_5&group=okr1001&ttype=0&Field=S1&Field=S2&Field=S3&Field=S4&Field=S5&Field=S6&Field=S7&Field=S8&Field=S9&Field=S10&Field=S11&Field=S12&Field=S13&Field=S14&Field=S15&Field=S16&Field=S17&Field=S18&Field=S19&Field=S20&Field=S21&Field=S22&Field=S23&Field=S24&Field=S25&Field=S26&Field=S27&Field=S28&Field=S29&Field=S30&Field=S31&Field=S32&Field=S33&Field=S34&Field=S35&Field=S36&Field=S37&Field=S38&Field=S39
Number of peoplepassed Unified StateExam 2007 - 2012 quantified unknown
Statistics of RussianFederation/officialinformation portal of USE scrapping, copying data graphic/spreadsheets open/public data
2011 - 2012 -http://www.ege.edu.ru/ru/main/satistics-ege/2007-2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=ege_2008_13&group=okr1002&ttype=1&Field=F01&Field=F02&Field=F03&Field=F04&Field=F05&Field=F06&Field=F07&Field=F08&Field=F09&Field=F10&Field=F11&Field=F12&Field=F13&Field=F14&Field=F15&Field=F16&Field=F17&Field=F18&Field=F19&Field=F20&Field=F21&Field=F22&Field=F23&Field=F24&Field=F25&Field=F26&Field=F27&Field=F28&Field=F29
Economy
Moscow GRP, 2004- 2010 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
high http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/account/#
Occupation ofpopulation, 2000 -2011 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
average
Human developmentindex, 2002 - 2009 Quantified UNDP Russia complex analysis of statistics graphic/spreadsheets open/public data
high
Big Mac Index Quantified The Economist complex analysis of statistics graphic/spreadsheets open/public datahigh
Moscow Prices,2010 - 2011 Quantified The Economist scraping graphic/spreadsheets open/public data
average
Employment ofpopulation, 1913 Quantified
Moscowgoverment/Rosstat scraping tables open/public data
Space intro
Data was collected on the main information about the city in the hole and about the okrugs(districts) of Moscow – space, density, percentage of green zones (re-flected in Excel table).
In 2012 with the Big Moscow city project the space has increased intensively.
Administrative districts (okrugs) of Moscow
This map presents the number of nightingales in Moscow districts,number of birds for 1000 ha of greenery
Addresses of buildings that were repaired, 2011-2012
http://hub.opengovdata.ru/dataset/mos-remont-objects
Locations of repaired buildings (red dots – hard wall repair, blue dots – repair of facades).
Housing in districts of Moscow(number of living meters in different districts)
http://housing.mos.ru/dmghtml/housing/index.html
Space conclusions
Land use distribution data was difficult to come by, and almost no estimates have been made about the use of land for various purposes (eg: residential, public/green spaces, industrial zones, etc.). Even Genplan doesn’t provides this information.
The idea of working with data about houses that have been repaired in 2011-2012 years (slide 2, 3 in Space Chapter) was to explore the opportunities of Google Fusion Tables, that permits one to map address information.However it gave us an intresting observation:it turned out that Moscow government cares a lot about make-up of the city-center.Concentration of the blue dots in the middle of the map proves that with no words and the diagram shows that quantity of repaired houses in the center is unproportionally bigger than in other districts. For sure, there is a historical explanation for these results - the massive of houses in the central administrative okrug is the oldest one.
Economy
Subject and period of analysisMunicipal budget of Moscow 2002-2012Municipal budget 2002-2012Moscow GRP, %, 2004 - 2010Population in different spheres of econo-my, in millionsPersonal income per capita Mos-cow-NYC($)
Data Section ParametersType of Data(Quantified or
Qualified)
Type of Data Collection(crowdsourced/private/big data etc)
Database of(Moscow) Data owner Data Collection Methods
Dataprocessing/visualising
methods
DisciplinesInvolved Accessibility Reliability Source Comments
Transport
Number of buses,trams, trolleybuses quantitative
unknown (presumably based oncorresponding reports from transportcompanies)
MoscowGovernment /Rosstat moscow government scraping text / report public medium-high internet
mainly data was collected from official reports on mos.ru site and doublechecked at rosstat website
Yearly number ofpassengers (buses,trams, trolleybuses,metro) quantitative moscow government scraping text / report public medium-high
comment: would be nice to trace the particular data-set from it's source(data life-cycle)
Number of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highTotal length of lines(buses, trams,trolleybuses, metro) quantitative moscow government scraping text / report public medium-highNumber of metrostations quantitative moscow government scraping text / report public medium-high
Railway passengers quantitative moscow government scraping text / report public medium-highSuburban railwaypassengers quantitative moscow government scraping text / report public medium-high
Railway stations quantitative moscow government scraping text / report public medium-high
Railway freight quantitative moscow government scraping text / report public medium-high
Airports quantitative moscow government scraping text / report public medium-high
Airlines passengers quantitative moscow government scraping text / report public medium-high
Air freight quantitative moscow government scraping text / report public medium-high
Length of roads quantitative moscow government scraping text / report public medium-highNumber of privatecars quantitative
GIBDD (RoadPolice) GIBDD (Road Police) scraping text / report public / non-formattedmedium-high news / media
Demographics
Population quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Life expectancy atbirth quantified Sampling & Intercensal estimate Census
Federal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Birth rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Mortality rate quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Sex quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Rural/Urban quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs/maps open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Age quantified Sampling & Intercensal estimate CensusFederal State StatisticsService scrapping, copying data spreadsheets/graphs open/public data
high
(multiple sources) http://ru.wikipedia.org/wiki/%D0%9D%D0%B0%D1%81%D0%B5%D0%BB%D0%B5%D0%BD%D0%B8%D0%B5_%D0%9C%D0%BE%D1%81%D0%BA%D0%B2%D1%8B
Education level quantified Sampling & Intercensal estimate
Ancestry quantified Sampling & Intercensal estimate
Disabilities quantified Sampling & Intercensal estimate
Commuting quantified Sampling & Intercensal estimate
Internet Use quantified Sampling & Intercensal estimate
Health Insurance quantified Sampling & Intercensal estimate
Income quantified Sampling & Intercensal estimate
Marriage status quantified Sampling & Intercensal estimate
Migration quantified Sampling & Intercensal estimate
Poverty quantified Sampling & Intercensal estimate
Race quantified Sampling & Intercensal estimate
Crime quantified Sampling & Intercensal estimate
Budget
Municipal budgettotalMunicipal budget aspercentage of 2002figures
Space
General informationand more specificone about space ofMoscow - space,density, land use,green zones, etc...
InfrastructureGas quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Electricity quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/
Energy quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Fresh water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Drinking water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
water treatmentfacilities quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed Water quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number of habitablebuildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Number ofinhabitable buildings quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://petrostat.gks.ru/digital/region5/DocLib/02zil_g.htm http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
S residentialbuildings, thousandsm2 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 % http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
Use of Fresh Water
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Disposed water intoriver pools millionsof m3 quantity unknown unknown
Moscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Air emission fromstationary sources,thousands tonn
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Gross Domesticproduct (рублей; до1998 г. - тыс. руб.)
quantity unknown unknownMoscowgoverment/Rosstat unknown Excel unknown open data
30 % -60 %
http://www.mos.ru/about/statistics/index.php?id_4=138 http://www.gks.ru/free_doc/new_site/business/prom/el_potr.htm
Education
Number of childrenin preschooleducation - 2002 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2001 - 2007 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_1_1&group=okr1002&ttype=0&Field=E1&Field=E2&Field=E3&Field=E4&Field=E5&Field=E6&Field=E7&Field=E8&Field=E9&Field=E10&Field=E11&Field=E12 2008 - 2009 -http://www.ed.gov.ru/files/materials/11971/obr2008.pdf
Number of childrenstudyed in generaleducationlinstitutions 1995 -2009 quantified unknown
Statistics of RussianFederation/FederalAgency on education scrapping, copying data graphic/spreadsheets open/public data
2000,2001,20002 - http://stat.edu.ru/CD/section3/3.2.02.htm 2007, 2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=3_2_1d&group=okr1002&ttype=0&Field=A1&Field=A2&Field=A3&Field=A4&Field=A5&Field=A6&Field=A7&Field=A8 2009 - http://www.ed.gov.ru/files/materials/11971/obr2008.pdf 2003,2004,2006 - http://old,gov,spb,ru/Files/file/ea%20obshee%20obrazovanie%20v%20sankt-peterburge_2001-2011%20gg,pdf
number of Universitystudents in Russia2003 - 2008 quantified unknown
Statistics of RussianFederation scrapping, copying data graphic/spreadsheets open/public data
2003 - 2008 -http://stat.edu.ru/scr/db.cgi?act=listDB&t=2_6_5&group=okr1001&ttype=0&Field=S1&Field=S2&Field=S3&Field=S4&Field=S5&Field=S6&Field=S7&Field=S8&Field=S9&Field=S10&Field=S11&Field=S12&Field=S13&Field=S14&Field=S15&Field=S16&Field=S17&Field=S18&Field=S19&Field=S20&Field=S21&Field=S22&Field=S23&Field=S24&Field=S25&Field=S26&Field=S27&Field=S28&Field=S29&Field=S30&Field=S31&Field=S32&Field=S33&Field=S34&Field=S35&Field=S36&Field=S37&Field=S38&Field=S39
Number of peoplepassed Unified StateExam 2007 - 2012 quantified unknown
Statistics of RussianFederation/officialinformation portal of USE scrapping, copying data graphic/spreadsheets open/public data
2011 - 2012 -http://www.ege.edu.ru/ru/main/satistics-ege/2007-2008 - http://stat.edu.ru/scr/db.cgi?act=listDB&t=ege_2008_13&group=okr1002&ttype=1&Field=F01&Field=F02&Field=F03&Field=F04&Field=F05&Field=F06&Field=F07&Field=F08&Field=F09&Field=F10&Field=F11&Field=F12&Field=F13&Field=F14&Field=F15&Field=F16&Field=F17&Field=F18&Field=F19&Field=F20&Field=F21&Field=F22&Field=F23&Field=F24&Field=F25&Field=F26&Field=F27&Field=F28&Field=F29
Economy
Moscow GRP, 2004- 2010 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
high http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/account/#
Occupation ofpopulation, 2000 -2011 Quantified
Moscowgoverment/Rosstat scraping graphic/spreadsheets open/public data
average
Human developmentindex, 2002 - 2009 Quantified UNDP Russia complex analysis of statistics graphic/spreadsheets open/public data
high
Big Mac Index Quantified The Economist complex analysis of statistics graphic/spreadsheets open/public datahigh
Moscow Prices,2010 - 2011 Quantified The Economist scraping graphic/spreadsheets open/public data
average
Employment ofpopulation, 1913 Quantified
Moscowgoverment/Rosstat scraping tables open/public data
In general, the budget for cities comes from tax receipts and from federal and state governments. It is used to fulfil city programmes, pay for wages to city employ-ees, social services, education, public safety, benefits and pensions.
Moscow’s city budget for 2013 is estimated to be 1.695 trillion rubles (http://www.mos.ru/en/press-center/news/index.php?id_4=22989&tag_4=760), as such, the despite more than doubling its size, spending hasn’t increased by much.
The New York City budget is the largest municipal budget in the United States. Despite this, it Moscow’s budget exceeded that of NYC in 2008, though this was probably be-cause of the weak US Dollar (data in excel sheet).
Data for city budgets are not difficult to find as they need to be scrutinised and ap-proved.
Economy intro(city budgets)
The initial idea was to investigate the dynamics of the economic situation in Mos-cow and Russia throughout the 20th century. About 50 links were found but none had enough reliable information.
The next idea was to compare GRP with Human Development Index and level of cor-ruption. Available data is not enough for adequate analysis. No exact data on corruption exists, except for Transparency International reports.
Thus, apart from how the federal budget forms Moscow budget, data was gathered on who works in Moscow, and where.
While Moscow is no longer an industrial city, the largest portion of its GRP is from trade and services, in which a majority of the population is employed.
Additionally, it is interesting to find out about the structure of the labor population and how it has been changing throughout 20th century.
Economy intro(GRP)
Moscow GRP, %, 2004 - 2010
source: http://www.gks.ru/wps/wcm/connect/rosstat/rosstatsite/main/account/
Population in different spheres of economy, in millions
source: moscow.gks.ru/moskva/trud/default.aspx
Economy conclusions
The budget for the city of Moscow has increased dramatically in the past10 years by a whopping 640%. This stands in contrast to New York City,whose budget has not even doubled in the same amount of time.
Moscow is the only city whose budget shrank year-on-year in this period,between 2008-2010, probably because of the financial crisis, though thisdid not affect the budgets of other cities analysed.
Would be interesting to compare the growth rates of cities against thegrowth in their budgets. I’m guessing that New Delhi has been growingmuch faster than Moscow in the past 10 years, though its city budgethasn’t increased as much.
It might also be interesting to investigate the balance of payments betweenthe city and the federal government/state and the tax burden of cities.
Conclusions?
What we had
• Raw Data too narrow
• Do not reveal any significant information
• Too “official” and “dry” sources
What we needed
• Need for real time data/trends/etc for a richer perspective
• Need alternative type & source of data
• Need for overlapping/combined analysis
What we used
• Inventory of Urban Data as a tool• Our interests
9 Individuals
ArturGulnazGlafiraDhanyaSergey
TimMashaOxana
Katerina
ArturGulnazGlafiraDhanyaSergey
TimMashaOxana
Katerina
EmotionMacrodataAccessCommunicationToolsMasterplanArtJunk DataCrime
ArturGulnazGlafiraDhanyaSergey
TimMashaOxana
Katerina
EmotionMacrodataAccessCommunicationToolsMasterplanArtJunk DataCrime
can we all fit in ONE DataBook?
Don’t BElIEvE
ThE DB!
*Geert Lovnik
*
MAKEyOUR OWN DATA!
*Geert Lovnik
*
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