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070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
070213 meeting presentation
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070213 meeting presentation

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  • 1. 05.02.13update
  • 2. 1.DataBook2.Workshop(as part of DB)3.Individuals4.Berlin
  • 3. DataBookof urban data
  • 4. What are the Urban Data
  • 5. building the index of the databases
  • 6. Type of Data Data Type of Data Collection Database of DisciplinesData Section Parameters (Quantified or Data owner Data Collection Methods processing/visualising Accessibility Reliability Source Comments (crowdsourced/private/big data etc) (Moscow) Involved Qualified) methods unknown (presumably based on Moscow Number of buses, corresponding reports from transport Government / mainly data was collected from official reports on mos.ru site and double trams, trolleybuses quantitative companies) Rosstat moscow government scraping text / report public medium-high internet checked at rosstat website Yearly number of passengers (buses, trams, trolleybuses, comment: would be nice to trace the particular data-set from its source metro) quantitative moscow government scraping text / report public medium-high (data life-cycle) Number of lines (buses, trams, trolleybuses, metro) quantitative moscow government scraping text / report public medium-high Total length of lines (buses, trams, trolleybuses, metro) quantitative moscow government scraping text / report public medium-high Number of metro stations quantitative moscow government scraping text / report public medium-high Railway passengers quantitative moscow government scraping text / report public medium-high Transport Suburban railway passengers 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-high Number of private GIBDD (Road cars quantitative Police) GIBDD (Road Police) scraping text / report public / non-formattedmedium-high news / media (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Population quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs/maps open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Life expectancy at Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% birth quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Birth rate quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Mortality rate quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Sex quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Rural/Urban quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs/maps open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia.Demographics org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Age quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data 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 Municipal budget total Budget Municipal budget as percentage of 2002 figures
  • 7. Municipal budget total Budget Municipal budget as percentage of 2002 figures General information and more specific one about space of Space Moscow - space, density, land use, green zones, etc... http://www.mos.ru/about/statistics/index.php?Infrastructure Moscow 30 % -60 % id_4=138 http://www.gks. Gas quantity unknown unknown goverment/Rosstat unknown Excel unknown open data ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/ http://www.mos.ru/about/statistics/index.php? Moscow 30 % -60 % id_4=138 http://www.gks. Electricity quantity unknown unknown goverment/Rosstat unknown Excel unknown open data ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/ http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Energy quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Fresh water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Drinking water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % water treatment Moscow ru/free_doc/new_site/business/prom/el_potr. facilities quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Disposed Water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Number of habitable Moscow ru/free_doc/new_site/business/prom/el_potr. buildings quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://petrostat.gks. ru/digital/region5/DocLib/02zil_g.htm http: 30 % -60 % Number of Moscow //www.gks.ru/bgd/regl/B03_14/IssWWW. inhabitable buildings quantity unknown unknown goverment/Rosstat unknown Excel unknown open data exe/Stg/d020/i021070r.htm S residential buildings, thousands Moscow 30 % -60 % http://www.gks.ru/bgd/regl/B03_14/IssWWW. m2 quantity unknown unknown goverment/Rosstat unknown Excel unknown open data exe/Stg/d020/i021070r.htm Use of Fresh Water http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? Disposed water into id_4=138 http://www.gks. 30 % -60 % river pools millions Moscow ru/free_doc/new_site/business/prom/el_potr. of m3 quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm Air emission from http://www.mos.ru/about/statistics/index.php? stationary sources, id_4=138 http://www.gks. 30 % -60 % thousands tonn Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm Gross Domestic http://www.mos.ru/about/statistics/index.php? product (рублей; до id_4=138 http://www.gks. 30 % -60 % 1998 г. - тыс. руб.) Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm 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 Number of children in preschool Statistics of Russian 2008 - 2009 - education - 2002 - Federation/Federal http://www.ed.gov. 2009 quantified unknown Agency on education scrapping, copying data graphic/spreadsheets open/public data 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. Education ru/files/materials/11971/obr2008.pdf Number of children studyed in general 2003,2004,2006 - http://old,gov,spb, educationl Statistics of Russian ru/Files/file/ea%20obshee%20obrazovanie% institutions 1995 - Federation/Federal 20v%20sankt-peterburge_2001-2011%20gg, 2009 quantified unknown Agency on education scrapping, copying data graphic/spreadsheets open/public data pdf number of University 2003 - 2008 - students in Russia Statistics of Russian http://stat.edu.ru/scr/db.cgi? 2003 - 2008 quantified unknown Federation scrapping, copying data graphic/spreadsheets open/public data 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 2011 - 2012 - Number of people Statistics of Russian http://www.ege.edu.ru/ru/main/satistics-ege/ passed Unified State Federation/official 2007-2008 - http://stat.edu.ru/scr/db.cgi? Exam 2007 - 2012 quantified unknown information portal of USE scrapping, copying data graphic/spreadsheets open/public data act=listDB&t=ege_2008_13&group=okr1002&ttype=1&Field=F01&Field=F02&Field=F03&Field=F04&Field=F05&Field=F06&Field=F07& Moscow GRP, 2004 Moscow high http://www.gks. - 2010 Quantified goverment/Rosstat scraping graphic/spreadsheets open/public data ru/wps/wcm/connect/rosstat/rosstatsite/main/account/# Occupation of population, 2000 - Moscow average 2011 Quantified goverment/Rosstat scraping graphic/spreadsheets open/public data Human development high Economy index, 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 data Moscow Prices, average 2010 - 2011 Quantified The Economist scraping graphic/spreadsheets open/public data Employment of Moscow population, 1913 Quantified goverment/Rosstat scraping tables open/public data
  • 8. Type of Data Data Type of Data Collection Database of Disciplines Data Section Parameters (Quantified or Data owner Data Collection Methods processing/visualising Accessibility Reliability Source Comments (crowdsourced/private/big data etc) (Moscow) Involved Qualified) methods unknown (presumably based on Moscow Number of buses, corresponding reports from transport Government / mainly data was collected from official reports on mos.ru site and double trams, trolleybuses quantitative companies) Rosstat moscow government scraping text / report public medium-high internet checked at rosstat website Yearly number of passengers (buses,Infrastructure trams, trolleybuses, comment: would be nice to trace the particular data-set from its source metro) quantitative moscow government scraping text / report public medium-high (data life-cycle) Number of lines (buses, trams, trolleybuses, metro) quantitative moscow government scraping text / report public medium-high Total length of lines (buses, trams, trolleybuses, metro) quantitative moscow government scraping text / report public medium-high Number of metro stations quantitative moscow government scraping text / report public medium-high Railway passengers quantitative moscow government scraping text / report public medium-high Transport Suburban railway passengers 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-high Number of private GIBDD (Road cars quantitative Police) GIBDD (Road Police) scraping text / report public / non-formattedmedium-high news / media (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Population quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs/maps open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Life expectancy at Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% birth quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Birth rate quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Mortality rate quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Sex quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Rural/Urban quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs/maps open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. Demographics org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Age quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data 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 Municipal budget total Budget Municipal budget as percentage of 2002 figures General information and more specific one about space of Space Moscow - space, density, land use, green zones, etc... http://www.mos.ru/about/statistics/index.php? Infrastructure Moscow 30 % -60 % id_4=138 http://www.gks. Gas quantity unknown unknown goverment/Rosstat unknown Excel unknown open data ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/ http://www.mos.ru/about/statistics/index.php? Moscow 30 % -60 % id_4=138 http://www.gks. Electricity quantity unknown unknown goverment/Rosstat unknown Excel unknown open data ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/ http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Energy quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Fresh water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Drinking water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % water treatment Moscow ru/free_doc/new_site/business/prom/el_potr. facilities quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Disposed Water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Number of habitable Moscow ru/free_doc/new_site/business/prom/el_potr. buildings quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://petrostat.gks. ru/digital/region5/DocLib/02zil_g.htm http: 30 % -60 % Number of Moscow //www.gks.ru/bgd/regl/B03_14/IssWWW. inhabitable buildings quantity unknown unknown goverment/Rosstat unknown Excel unknown open data exe/Stg/d020/i021070r.htm S residential buildings, thousands Moscow 30 % -60 % http://www.gks.ru/bgd/regl/B03_14/IssWWW. m2 quantity unknown unknown goverment/Rosstat unknown Excel unknown open data exe/Stg/d020/i021070r.htm Use of Fresh Water http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? Disposed water into id_4=138 http://www.gks. 30 % -60 % river pools millions Moscow ru/free_doc/new_site/business/prom/el_potr. of m3 quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm Air emission from http://www.mos.ru/about/statistics/index.php? stationary sources, id_4=138 http://www.gks. 30 % -60 % thousands tonn Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm Gross Domestic http://www.mos.ru/about/statistics/index.php? product (рублей; до id_4=138 http://www.gks. 30 % -60 % 1998 г. - тыс. руб.) Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm 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= Number of children in preschool Statistics of Russian 2008 - 2009 - education - 2002 - Federation/Federal http://www.ed.gov. 2009 quantified unknown Agency on education scrapping, copying data graphic/spreadsheets open/public data 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. Education ru/files/materials/11971/obr2008.pdf Number of children studyed in general 2003,2004,2006 - http://old,gov,spb, educationl Statistics of Russian ru/Files/file/ea%20obshee%20obrazovanie% institutions 1995 - Federation/Federal 20v%20sankt-peterburge_2001-2011%20gg, 2009 quantified unknown Agency on education scrapping, copying data graphic/spreadsheets open/public data pdf number of University 2003 - 2008 - students in Russia Statistics of Russian http://stat.edu.ru/scr/db.cgi? 2003 - 2008 quantified unknown Federation scrapping, copying data graphic/spreadsheets open/public data 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= 2011 - 2012 - Number of people Statistics of Russian http://www.ege.edu.ru/ru/main/satistics-ege/ passed Unified State Federation/official 2007-2008 - http://stat.edu.ru/scr/db.cgi? Exam 2007 - 2012 quantified unknown information portal of USE scrapping, copying data graphic/spreadsheets open/public data 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&F Moscow GRP, 2004 Moscow high http://www.gks. - 2010 Quantified goverment/Rosstat scraping graphic/spreadsheets open/public data ru/wps/wcm/connect/rosstat/rosstatsite/main/account/# Occupation of population, 2000 - Moscow average 2011 Quantified goverment/Rosstat scraping graphic/spreadsheets open/public data Human development high Economy index, 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 data Moscow Prices, average 2010 - 2011 Quantified The Economist scraping graphic/spreadsheets open/public data Employment of Moscow population, 1913 Quantified goverment/Rosstat scraping tables open/public data
  • 9. Infrastructure introA 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 validityOverall, 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.
  • 10. Comparison of water/air emission to the use of fresh water and population growth in Moscowhttp://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
  • 11. Comparison of electricity/gas and population increase in Moscowhttp://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
  • 12. Comparison of drinking/fresh water and water emission in city Moscowhttp://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
  • 13. Comparison of residential and nonresidential buildings, thousands m2 in city Moscow for last decadehttp://petrostat.gks.ru/digital/region5/DocLib/02zil_g.htmhttp://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
  • 14. Comparison of residential buildings built for over two last decades in three Russian cities in last two decadeshttp://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htmhttp://petrostat.gks.ru/digital/region5/DocLib/02zil_g.htm
  • 15. Comparison of fresh water usage in three Russian cities for last two decadeshttp://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
  • 16. Comparison of water emission, millions m3http://www.gks.ru/bgd/regl/B03_14/IssWWW.exe/Stg/d020/i021070r.htm
  • 17. Infrastructure conclusionsUsage of fresh and drinking water was decreased in last decade, this couldbe 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 residentialbuildings increased accordingly.The data collected so far is still too vague and basic, and does not include comparisonwith New Delhi and New York as it was planned but have the room for future work. Toput 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.
  • 18. Type of Data Data Type of Data Collection Database of Disciplines Data Section Parameters (Quantified or Data owner Data Collection Methods processing/visualising Accessibility Reliability Source Comments (crowdsourced/private/big data etc) (Moscow) Involved Qualified) methods unknown (presumably based on Moscow Number of buses, corresponding reports from transport Government / mainly data was collected from official reports on mos.ru site and double trams, trolleybuses quantitative companies) Rosstat moscow government scraping text / report public medium-high internet checked at rosstat website Yearly number of passengers (buses,Transport trams, trolleybuses, comment: would be nice to trace the particular data-set from its source metro) quantitative moscow government scraping text / report public medium-high (data life-cycle) Number of lines (buses, trams, trolleybuses, metro) quantitative moscow government scraping text / report public medium-high Total length of lines (buses, trams, trolleybuses, metro) quantitative moscow government scraping text / report public medium-high Number of metro stations quantitative moscow government scraping text / report public medium-high Railway passengers quantitative moscow government scraping text / report public medium-high Transport Suburban railway passengers 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-highTerritory of comparison 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-highMoscow Number of private GIBDD (Road cars quantitative Police) GIBDD (Road Police) scraping text / report public / non-formattedmedium-high news / media (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Population quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs/maps open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Life expectancy at Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% birth quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8%Subject and period of analysis: Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Birth rate quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Mortality rate quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia.Public transport ridership rates - 2000- org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Sex quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Rural/Urban quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs/maps open/public data BA%D0%B2%D1%8B2010 (multiple sources) http://ru.wikipedia. Demographics org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Age quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B Education level quantified Sampling & Intercensal estimatePrivate cars ownership rates - 2000-2011 Ancestry quantified Sampling & Intercensal estimate Disabilities quantified Sampling & Intercensal estimate Commuting quantified Sampling & Intercensal estimate Internet Use quantified Sampling & Intercensal estimatePopulation growth rates - 2000-2012 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 Municipal budget total Budget Municipal budget as percentage of 2002 figures General information and more specific one about space of Space Moscow - space, density, land use, green zones, etc... http://www.mos.ru/about/statistics/index.php? Infrastructure Moscow 30 % -60 % id_4=138 http://www.gks. Gas quantity unknown unknown goverment/Rosstat unknown Excel unknown open data ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/ http://www.mos.ru/about/statistics/index.php? Moscow 30 % -60 % id_4=138 http://www.gks. Electricity quantity unknown unknown goverment/Rosstat unknown Excel unknown open data ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/ http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Energy quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Fresh water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Drinking water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % water treatment Moscow ru/free_doc/new_site/business/prom/el_potr. facilities quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Disposed Water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Number of habitable Moscow ru/free_doc/new_site/business/prom/el_potr. buildings quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://petrostat.gks. ru/digital/region5/DocLib/02zil_g.htm http: 30 % -60 % Number of Moscow //www.gks.ru/bgd/regl/B03_14/IssWWW. inhabitable buildings quantity unknown unknown goverment/Rosstat unknown Excel unknown open data exe/Stg/d020/i021070r.htm S residential buildings, thousands Moscow 30 % -60 % http://www.gks.ru/bgd/regl/B03_14/IssWWW. m2 quantity unknown unknown goverment/Rosstat unknown Excel unknown open data exe/Stg/d020/i021070r.htm Use of Fresh Water http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? Disposed water into id_4=138 http://www.gks. 30 % -60 % river pools millions Moscow ru/free_doc/new_site/business/prom/el_potr. of m3 quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm Air emission from http://www.mos.ru/about/statistics/index.php? stationary sources, id_4=138 http://www.gks. 30 % -60 % thousands tonn Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm Gross Domestic http://www.mos.ru/about/statistics/index.php? product (рублей; до id_4=138 http://www.gks. 30 % -60 % 1998 г. - тыс. руб.) Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm 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= Number of children in preschool Statistics of Russian 2008 - 2009 - education - 2002 - Federation/Federal http://www.ed.gov. 2009 quantified unknown Agency on education scrapping, copying data graphic/spreadsheets open/public data 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. Education ru/files/materials/11971/obr2008.pdf Number of children studyed in general 2003,2004,2006 - http://old,gov,spb, educationl Statistics of Russian ru/Files/file/ea%20obshee%20obrazovanie% institutions 1995 - Federation/Federal 20v%20sankt-peterburge_2001-2011%20gg, 2009 quantified unknown Agency on education scrapping, copying data graphic/spreadsheets open/public data pdf number of University 2003 - 2008 - students in Russia Statistics of Russian http://stat.edu.ru/scr/db.cgi? 2003 - 2008 quantified unknown Federation scrapping, copying data graphic/spreadsheets open/public data 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= 2011 - 2012 - Number of people Statistics of Russian http://www.ege.edu.ru/ru/main/satistics-ege/ passed Unified State Federation/official 2007-2008 - http://stat.edu.ru/scr/db.cgi? Exam 2007 - 2012 quantified unknown information portal of USE scrapping, copying data graphic/spreadsheets open/public data 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&F Moscow GRP, 2004 Moscow high http://www.gks. - 2010 Quantified goverment/Rosstat scraping graphic/spreadsheets open/public data ru/wps/wcm/connect/rosstat/rosstatsite/main/account/# Occupation of population, 2000 - Moscow average 2011 Quantified goverment/Rosstat scraping graphic/spreadsheets open/public data Human development high Economy index, 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 data Moscow Prices, average 2010 - 2011 Quantified The Economist scraping graphic/spreadsheets open/public data Employment of Moscow population, 1913 Quantified goverment/Rosstat scraping tables open/public data
  • 19. Transport introInitial collection of basic quantitative public transport indicators for Moscow andNew York City revealed the surprising trend of decreasing ridership rates for all modesof 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 ofprivate cars and public transport ridership) with overall population growth rate inMoscow.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 andusage of public transport.Among the challenges, the lack of structured data and numerous contradictionsin different sources can be mentioned.
  • 20. Public transport ridership (%) sources: rosstat - www.gks.ru, Moscow government - www.mos.ru
  • 21. Transport ConclusionsVisualization of collected data reveals the decline in usage of public transportduring the last decade that has seen a growing population and a soaring number ofprivate vehicle ownership. These trends explicitly explain the current difficulties of thetransport 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 existingprograms for public transport development.
  • 22. Type of Data Data Type of Data Collection Database of Disciplines Data Section Parameters (Quantified or Data owner Data Collection Methods processing/visualising Accessibility Reliability Source Comments (crowdsourced/private/big data etc) (Moscow) Involved Qualified) methods unknown (presumably based on Moscow Number of buses, corresponding reports from transport Government / mainly data was collected from official reports on mos.ru site and double trams, trolleybuses quantitative companies) Rosstat moscow government scraping text / report public medium-high internet checked at rosstat website Yearly number of passengers (buses,Population trams, trolleybuses, comment: would be nice to trace the particular data-set from its source metro) quantitative moscow government scraping text / report public medium-high (data life-cycle) Number of lines (buses, trams, trolleybuses, metro) quantitative moscow government scraping text / report public medium-high Total length of lines (buses, trams, trolleybuses, metro) quantitative moscow government scraping text / report public medium-high Number of metro stations quantitative moscow government scraping text / report public medium-high Railway passengers quantitative moscow government scraping text / report public medium-high Transport Suburban railway passengers 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-highTerritory of comparison 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-highMoscow, Saint-Petersburg, New York Number of private GIBDD (Road cars quantitative Police) GIBDD (Road Police) scraping text / report public / non-formattedmedium-high news / media (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0%City, New Delhi Population quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs/maps open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Life expectancy at Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% birth quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Birth rate quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Mortality rate quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia.Subject and period of analysis org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Sex quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Rural/Urban quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs/maps open/public data BA%D0%B2%D1%8BPopulation Change 1350-2000 (multiple sources) http://ru.wikipedia. Demographics org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Age quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B Education level quantified Sampling & Intercensal estimatePopulation Change 1990-2010 Ancestry quantified Sampling & Intercensal estimate Disabilities quantified Sampling & Intercensal estimate Commuting quantified Sampling & Intercensal estimate Internet Use quantified Sampling & Intercensal estimateLife Expectancy 1990-2010 Health Insurance quantified Sampling & Intercensal estimate Income quantified Sampling & Intercensal estimate Marriage status quantified Sampling & Intercensal estimate Migration quantified Sampling & Intercensal estimateMortality Rates Comparison 1970-2010 Poverty quantified Sampling & Intercensal estimate Race quantified Sampling & Intercensal estimate Crime quantified Sampling & Intercensal estimateMortality Rates Russia 1970-2010 Municipal budget total Budget Municipal budget as percentage of 2002 figures General informationBirth Rates 1970-2010 and more specific one about space of Space Moscow - space, density, land use, green zones, etc... http://www.mos.ru/about/statistics/index.php? Infrastructure Moscow 30 % -60 % id_4=138 http://www.gks. Gas quantity unknown unknown goverment/Rosstat unknown Excel unknown open data ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/ http://www.mos.ru/about/statistics/index.php? Moscow 30 % -60 % id_4=138 http://www.gks. Electricity quantity unknown unknown goverment/Rosstat unknown Excel unknown open data ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/ http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Energy quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Fresh water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Drinking water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % water treatment Moscow ru/free_doc/new_site/business/prom/el_potr. facilities quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Disposed Water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Number of habitable Moscow ru/free_doc/new_site/business/prom/el_potr. buildings quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://petrostat.gks. ru/digital/region5/DocLib/02zil_g.htm http: 30 % -60 % Number of Moscow //www.gks.ru/bgd/regl/B03_14/IssWWW. inhabitable buildings quantity unknown unknown goverment/Rosstat unknown Excel unknown open data exe/Stg/d020/i021070r.htm S residential buildings, thousands Moscow 30 % -60 % http://www.gks.ru/bgd/regl/B03_14/IssWWW. m2 quantity unknown unknown goverment/Rosstat unknown Excel unknown open data exe/Stg/d020/i021070r.htm Use of Fresh Water http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? Disposed water into id_4=138 http://www.gks. 30 % -60 % river pools millions Moscow ru/free_doc/new_site/business/prom/el_potr. of m3 quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm Air emission from http://www.mos.ru/about/statistics/index.php? stationary sources, id_4=138 http://www.gks. 30 % -60 % thousands tonn Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm Gross Domestic http://www.mos.ru/about/statistics/index.php? product (рублей; до id_4=138 http://www.gks. 30 % -60 % 1998 г. - тыс. руб.) Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm 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= Number of children in preschool Statistics of Russian 2008 - 2009 - education - 2002 - Federation/Federal http://www.ed.gov. 2009 quantified unknown Agency on education scrapping, copying data graphic/spreadsheets open/public data 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. Education ru/files/materials/11971/obr2008.pdf Number of children studyed in general 2003,2004,2006 - http://old,gov,spb, educationl Statistics of Russian ru/Files/file/ea%20obshee%20obrazovanie% institutions 1995 - Federation/Federal 20v%20sankt-peterburge_2001-2011%20gg, 2009 quantified unknown Agency on education scrapping, copying data graphic/spreadsheets open/public data pdf number of University 2003 - 2008 - students in Russia Statistics of Russian http://stat.edu.ru/scr/db.cgi? 2003 - 2008 quantified unknown Federation scrapping, copying data graphic/spreadsheets open/public data 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= 2011 - 2012 - Number of people Statistics of Russian http://www.ege.edu.ru/ru/main/satistics-ege/ passed Unified State Federation/official 2007-2008 - http://stat.edu.ru/scr/db.cgi? Exam 2007 - 2012 quantified unknown information portal of USE scrapping, copying data graphic/spreadsheets open/public data 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&F Moscow GRP, 2004 Moscow high http://www.gks. - 2010 Quantified goverment/Rosstat scraping graphic/spreadsheets open/public data ru/wps/wcm/connect/rosstat/rosstatsite/main/account/# Occupation of population, 2000 - Moscow average 2011 Quantified goverment/Rosstat scraping graphic/spreadsheets open/public data Human development high Economy index, 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 data Moscow Prices, average 2010 - 2011 Quantified The Economist scraping graphic/spreadsheets open/public data Employment of Moscow population, 1913 Quantified goverment/Rosstat scraping tables open/public data
  • 23. Population introWHATBasic information about population and densities.First attempt to describe Moscow’s demographic profile while putting it into context bycomparison 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 andgraphs 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 yearlypopulation censuses.Official census are being executed every 10 years (at least), the data is public and nothard to locate.In Russia, the first census of the tax-payers was made in 1722-1723 by the order ofPeter the Great (only men were counted)
  • 24. 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
  • 25. 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
  • 26. 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
  • 27. Russia Total USA Total Moscow St.Petersburg NYChttp://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
  • 28. 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
  • 29. 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
  • 30. 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
  • 31. 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
  • 32. Type of Data Data Type of Data Collection Database of Disciplines Data Section Parameters (Quantified or Data owner Data Collection Methods processing/visualising Accessibility Reliability Source Comments (crowdsourced/private/big data etc) (Moscow) Involved Qualified) methods unknown (presumably based on Moscow Number of buses, corresponding reports from transport Government / mainly data was collected from official reports on mos.ru site and double trams, trolleybuses quantitative companies) Rosstat moscow government scraping text / report public medium-high internet checked at rosstat website Yearly number of passengers (buses,Education trams, trolleybuses, comment: would be nice to trace the particular data-set from its source metro) quantitative moscow government scraping text / report public medium-high (data life-cycle) Number of lines (buses, trams, trolleybuses, metro) quantitative moscow government scraping text / report public medium-high Total length of lines (buses, trams, trolleybuses, metro) quantitative moscow government scraping text / report public medium-high Number of metro stations quantitative moscow government scraping text / report public medium-high Railway passengers quantitative moscow government scraping text / report public medium-high Transport Suburban railway passengers 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-highTerritory of comparison 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-highMoscow/Moscow Region/Saint-Peters- Number of private GIBDD (Road cars quantitative Police) GIBDD (Road Police) scraping text / report public / non-formattedmedium-high news / media (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0%burg Population quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs/maps open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Life expectancy at Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% birth quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Birth rate quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Mortality rate quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia.Subject and period of analysis org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Sex quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Rural/Urban quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs/maps open/public data BA%D0%B2%D1%8BNumber of children in preschool educa- (multiple sources) http://ru.wikipedia. Demographics org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Age quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B Education level quantified Sampling & Intercensal estimatetion - 2002 - 2009 Ancestry quantified Sampling & Intercensal estimate Disabilities quantified Sampling & Intercensal estimate Commuting quantified Sampling & Intercensal estimate Internet Use quantified Sampling & Intercensal estimateNumber of children studied in general ed- Health Insurance quantified Sampling & Intercensal estimate Income quantified Sampling & Intercensal estimate Marriage status quantified Sampling & Intercensal estimate Migration quantified Sampling & Intercensal estimateucational institutions 1995 - 2009 Poverty quantified Sampling & Intercensal estimate Race quantified Sampling & Intercensal estimate Crime quantified Sampling & Intercensal estimateNumber of University students in Russia Municipal budget total Budget Municipal budget as percentage of 2002 figures General information2003 - 2008 and more specific one about space of Space Moscow - space, density, land use, green zones, etc... http://www.mos.ru/about/statistics/index.php? Infrastructure Moscow 30 % -60 % id_4=138 http://www.gks.Number of people passed Unified State Gas quantity unknown unknown goverment/Rosstat unknown Excel unknown open data ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/ http://www.mos.ru/about/statistics/index.php? Moscow 30 % -60 % id_4=138 http://www.gks. Electricity quantity unknown unknown goverment/Rosstat unknown Excel unknown open data ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/ http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Energy quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htmExam 2007 - 2012 http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Fresh water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Drinking water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % water treatment Moscow ru/free_doc/new_site/business/prom/el_potr. facilities quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Disposed Water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Number of habitable Moscow ru/free_doc/new_site/business/prom/el_potr. buildings quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://petrostat.gks. ru/digital/region5/DocLib/02zil_g.htm http: 30 % -60 % Number of Moscow //www.gks.ru/bgd/regl/B03_14/IssWWW. inhabitable buildings quantity unknown unknown goverment/Rosstat unknown Excel unknown open data exe/Stg/d020/i021070r.htm S residential buildings, thousands Moscow 30 % -60 % http://www.gks.ru/bgd/regl/B03_14/IssWWW. m2 quantity unknown unknown goverment/Rosstat unknown Excel unknown open data exe/Stg/d020/i021070r.htm Use of Fresh Water http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? Disposed water into id_4=138 http://www.gks. 30 % -60 % river pools millions Moscow ru/free_doc/new_site/business/prom/el_potr. of m3 quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm Air emission from http://www.mos.ru/about/statistics/index.php? stationary sources, id_4=138 http://www.gks. 30 % -60 % thousands tonn Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm Gross Domestic http://www.mos.ru/about/statistics/index.php? product (рублей; до id_4=138 http://www.gks. 30 % -60 % 1998 г. - тыс. руб.) Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm 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= Number of children in preschool Statistics of Russian 2008 - 2009 - education - 2002 - Federation/Federal http://www.ed.gov. 2009 quantified unknown Agency on education scrapping, copying data graphic/spreadsheets open/public data 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. Education ru/files/materials/11971/obr2008.pdf Number of children studyed in general 2003,2004,2006 - http://old,gov,spb, educationl Statistics of Russian ru/Files/file/ea%20obshee%20obrazovanie% institutions 1995 - Federation/Federal 20v%20sankt-peterburge_2001-2011%20gg, 2009 quantified unknown Agency on education scrapping, copying data graphic/spreadsheets open/public data pdf number of University 2003 - 2008 - students in Russia Statistics of Russian http://stat.edu.ru/scr/db.cgi? 2003 - 2008 quantified unknown Federation scrapping, copying data graphic/spreadsheets open/public data 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= 2011 - 2012 - Number of people Statistics of Russian http://www.ege.edu.ru/ru/main/satistics-ege/ passed Unified State Federation/official 2007-2008 - http://stat.edu.ru/scr/db.cgi? Exam 2007 - 2012 quantified unknown information portal of USE scrapping, copying data graphic/spreadsheets open/public data 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&F Moscow GRP, 2004 Moscow high http://www.gks. - 2010 Quantified goverment/Rosstat scraping graphic/spreadsheets open/public data ru/wps/wcm/connect/rosstat/rosstatsite/main/account/# Occupation of population, 2000 - Moscow average 2011 Quantified goverment/Rosstat scraping graphic/spreadsheets open/public data Human development high Economy index, 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 data Moscow Prices, average 2010 - 2011 Quantified The Economist scraping graphic/spreadsheets open/public data Employment of Moscow population, 1913 Quantified goverment/Rosstat scraping tables open/public data
  • 33. Education introAbout 250 links were analysed to find data relating to education. Data was taken fromofficial 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 UnifiedState Exam on the highest mark and the expenditure of the Ministry of Education.Data was compiled on three stages of education: preschool, general education anduniversity for students in institutions which are situated in Moscow, Moscow regionand Saint-Petersburg in the first decade of the 21st century. That is why the first threeslides 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 turnedout that there is a gap in data for territorial and quantitative results in 2005, 2006 and in2009.
  • 34. 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=E122008 - 2009 -http://www.ed.gov.ru/files/materials/11971/obr2008.pdf
  • 35. 2000,2001,20002 - http://stat.edu.ru/CD/section3/3.2.02.htm2007, 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=A82009 - http://www.ed.gov.ru/files/materials/11971/obr2008.pdf2003,2004,2006 - http://old,gov,spb,ru/Files/file/ea%20obshee%20obrazovanie%20v%20sankt-peterburge_2001-2011%20gg,pdf
  • 36. 2003 - 2008 -https://docs.google.com/a/strelkastudent.com/spreadsheet/ccc?key=0AtkJBCk-87rUdERLMjhnYnNqSTJGSDNVODVWWTZZaEE#gid=26
  • 37. 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
  • 38. Education conclusionsSaint-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 obviousLooking 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 highernumber of universities: 270 in Moscow, 151 in Moscow Region, and 96 in Saint-Peters-burg
  • 39. Type of Data Data Type of Data Collection Database of Disciplines Data Section Parameters (Quantified or Data owner Data Collection Methods processing/visualising Accessibility Reliability Source Comments (crowdsourced/private/big data etc) (Moscow) Involved Qualified) methods unknown (presumably based on Moscow Number of buses, corresponding reports from transport Government / mainly data was collected from official reports on mos.ru site and double trams, trolleybuses quantitative companies) Rosstat moscow government scraping text / report public medium-high internet checked at rosstat website Yearly number of passengers (buses,Space trams, trolleybuses, comment: would be nice to trace the particular data-set from its source metro) quantitative moscow government scraping text / report public medium-high (data life-cycle) Number of lines (buses, trams, trolleybuses, metro) quantitative moscow government scraping text / report public medium-high Total length of lines (buses, trams, trolleybuses, metro) quantitative moscow government scraping text / report public medium-high Number of metro stations quantitative moscow government scraping text / report public medium-high Railway passengers quantitative moscow government scraping text / report public medium-high Transport Suburban railway passengers 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-high Number of private GIBDD (Road cars quantitative Police) GIBDD (Road Police) scraping text / report public / non-formattedmedium-high news / media (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Population quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs/maps open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Life expectancy at Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% birth quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Birth rate quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Mortality rate quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Sex quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Rural/Urban quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs/maps open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. Demographics org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Age quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data 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 Municipal budget total Budget Municipal budget as percentage of 2002 figures General information and more specific one about space of Space Moscow - space, density, land use, green zones, etc... http://www.mos.ru/about/statistics/index.php? Infrastructure Moscow 30 % -60 % id_4=138 http://www.gks. Gas quantity unknown unknown goverment/Rosstat unknown Excel unknown open data ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/ http://www.mos.ru/about/statistics/index.php? Moscow 30 % -60 % id_4=138 http://www.gks. Electricity quantity unknown unknown goverment/Rosstat unknown Excel unknown open data ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/ http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Energy quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Fresh water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Drinking water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % water treatment Moscow ru/free_doc/new_site/business/prom/el_potr. facilities quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Disposed Water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Number of habitable Moscow ru/free_doc/new_site/business/prom/el_potr. buildings quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://petrostat.gks. ru/digital/region5/DocLib/02zil_g.htm http: 30 % -60 % Number of Moscow //www.gks.ru/bgd/regl/B03_14/IssWWW. inhabitable buildings quantity unknown unknown goverment/Rosstat unknown Excel unknown open data exe/Stg/d020/i021070r.htm S residential buildings, thousands Moscow 30 % -60 % http://www.gks.ru/bgd/regl/B03_14/IssWWW. m2 quantity unknown unknown goverment/Rosstat unknown Excel unknown open data exe/Stg/d020/i021070r.htm Use of Fresh Water http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? Disposed water into id_4=138 http://www.gks. 30 % -60 % river pools millions Moscow ru/free_doc/new_site/business/prom/el_potr. of m3 quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm Air emission from http://www.mos.ru/about/statistics/index.php? stationary sources, id_4=138 http://www.gks. 30 % -60 % thousands tonn Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm Gross Domestic http://www.mos.ru/about/statistics/index.php? product (рублей; до id_4=138 http://www.gks. 30 % -60 % 1998 г. - тыс. руб.) Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm 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= Number of children in preschool Statistics of Russian 2008 - 2009 - education - 2002 - Federation/Federal http://www.ed.gov. 2009 quantified unknown Agency on education scrapping, copying data graphic/spreadsheets open/public data 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. Education ru/files/materials/11971/obr2008.pdf Number of children studyed in general 2003,2004,2006 - http://old,gov,spb, educationl Statistics of Russian ru/Files/file/ea%20obshee%20obrazovanie% institutions 1995 - Federation/Federal 20v%20sankt-peterburge_2001-2011%20gg, 2009 quantified unknown Agency on education scrapping, copying data graphic/spreadsheets open/public data pdf number of University 2003 - 2008 - students in Russia Statistics of Russian http://stat.edu.ru/scr/db.cgi? 2003 - 2008 quantified unknown Federation scrapping, copying data graphic/spreadsheets open/public data 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= 2011 - 2012 - Number of people Statistics of Russian http://www.ege.edu.ru/ru/main/satistics-ege/ passed Unified State Federation/official 2007-2008 - http://stat.edu.ru/scr/db.cgi? Exam 2007 - 2012 quantified unknown information portal of USE scrapping, copying data graphic/spreadsheets open/public data 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&F Moscow GRP, 2004 Moscow high http://www.gks. - 2010 Quantified goverment/Rosstat scraping graphic/spreadsheets open/public data ru/wps/wcm/connect/rosstat/rosstatsite/main/account/# Occupation of population, 2000 - Moscow average 2011 Quantified goverment/Rosstat scraping graphic/spreadsheets open/public data Human development high Economy index, 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 data Moscow Prices, average 2010 - 2011 Quantified The Economist scraping graphic/spreadsheets open/public data Employment of Moscow population, 1913 Quantified goverment/Rosstat scraping tables open/public data
  • 40. Space introData was collected on the main information about the city in the hole and about theokrugs(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.
  • 41. Administrative districts (okrugs) of Moscow This map presents the number of nightingales in Moscow districts, number of birds for 1000 ha of greenery
  • 42. Addresses of buildings that wererepaired, 2011-2012 http://hub.opengovdata.ru/dataset/mos-remont-objects
  • 43. Locations of repaired buildings(red dots – hard wall repair, blue dots – repair of facades).
  • 44. Housing in districts of Moscow(number of living meters in different districts) http://housing.mos.ru/dmghtml/housing/index.html
  • 45. Space conclusionsLand use distribution data was difficult to come by, and almost no estimates have beenmade 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 2011-2012years (slide 2, 3 in Space Chapter) was to explore the opportunities of Google FusionTables, 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 thecity-center.Concentration of the blue dots in the middle of the map proves that with no words andthe diagram shows that quantity of repaired houses in the center is unproportionallybigger 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.
  • 46. Type of Data Data Type of Data Collection Database of Disciplines Data Section Parameters (Quantified or Data owner Data Collection Methods processing/visualising Accessibility Reliability Source Comments (crowdsourced/private/big data etc) (Moscow) Involved Qualified) methods unknown (presumably based on Moscow Number of buses, corresponding reports from transport Government / mainly data was collected from official reports on mos.ru site and double trams, trolleybuses quantitative companies) Rosstat moscow government scraping text / report public medium-high internet checked at rosstat website Yearly number of passengers (buses,Economy trams, trolleybuses, comment: would be nice to trace the particular data-set from its source metro) quantitative moscow government scraping text / report public medium-high (data life-cycle) Number of lines (buses, trams, trolleybuses, metro) quantitative moscow government scraping text / report public medium-high Total length of lines (buses, trams, trolleybuses, metro) quantitative moscow government scraping text / report public medium-high Number of metro stations quantitative moscow government scraping text / report public medium-high Railway passengers quantitative moscow government scraping text / report public medium-high Transport Suburban railway passengers 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-highSubject and period of analysis 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-highMunicipal budget of Moscow 2002-2012 Number of private GIBDD (Road cars quantitative Police) GIBDD (Road Police) scraping text / report public / non-formattedmedium-high news / media (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0%Municipal budget 2002-2012 Population quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs/maps open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Life expectancy at Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% birth quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8%Moscow GRP, %, 2004 - 2010 Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Birth rate quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Mortality rate quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia.Population in different spheres of econo- org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Sex quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B (multiple sources) http://ru.wikipedia. org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Rural/Urban quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs/maps open/public data BA%D0%B2%D1%8Bmy, in millions (multiple sources) http://ru.wikipedia. Demographics org/wiki/%D0%9D%D0%B0%D1%81%D0% high B5%D0%BB%D0%B5%D0%BD%D0%B8% Federal State Statistics D0%B5_%D0%9C%D0%BE%D1%81%D0% Age quantified Sampling & Intercensal estimate Census Service scrapping, copying data spreadsheets/graphs open/public data BA%D0%B2%D1%8B Education level quantified Sampling & Intercensal estimatePersonal income per capita Mos- Ancestry quantified Sampling & Intercensal estimate Disabilities quantified Sampling & Intercensal estimate Commuting quantified Sampling & Intercensal estimate Internet Use quantified Sampling & Intercensal estimatecow-NYC($) 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 Municipal budget total Budget Municipal budget as percentage of 2002 figures General information and more specific one about space of Space Moscow - space, density, land use, green zones, etc... http://www.mos.ru/about/statistics/index.php? Infrastructure Moscow 30 % -60 % id_4=138 http://www.gks. Gas quantity unknown unknown goverment/Rosstat unknown Excel unknown open data ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/ http://www.mos.ru/about/statistics/index.php? Moscow 30 % -60 % id_4=138 http://www.gks. Electricity quantity unknown unknown goverment/Rosstat unknown Excel unknown open data ru/wps/wcm/connect/rosstat/rosstatsite/main/publishing/catalog/ http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Energy quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Fresh water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Drinking water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % water treatment Moscow ru/free_doc/new_site/business/prom/el_potr. facilities quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. Disposed Water quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Number of habitable Moscow ru/free_doc/new_site/business/prom/el_potr. buildings quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://petrostat.gks. ru/digital/region5/DocLib/02zil_g.htm http: 30 % -60 % Number of Moscow //www.gks.ru/bgd/regl/B03_14/IssWWW. inhabitable buildings quantity unknown unknown goverment/Rosstat unknown Excel unknown open data exe/Stg/d020/i021070r.htm S residential buildings, thousands Moscow 30 % -60 % http://www.gks.ru/bgd/regl/B03_14/IssWWW. m2 quantity unknown unknown goverment/Rosstat unknown Excel unknown open data exe/Stg/d020/i021070r.htm Use of Fresh Water http://www.mos.ru/about/statistics/index.php? id_4=138 http://www.gks. 30 % -60 % Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm http://www.mos.ru/about/statistics/index.php? Disposed water into id_4=138 http://www.gks. 30 % -60 % river pools millions Moscow ru/free_doc/new_site/business/prom/el_potr. of m3 quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm Air emission from http://www.mos.ru/about/statistics/index.php? stationary sources, id_4=138 http://www.gks. 30 % -60 % thousands tonn Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm Gross Domestic http://www.mos.ru/about/statistics/index.php? product (рублей; до id_4=138 http://www.gks. 30 % -60 % 1998 г. - тыс. руб.) Moscow ru/free_doc/new_site/business/prom/el_potr. quantity unknown unknown goverment/Rosstat unknown Excel unknown open data htm 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= Number of children in preschool Statistics of Russian 2008 - 2009 - education - 2002 - Federation/Federal http://www.ed.gov. 2009 quantified unknown Agency on education scrapping, copying data graphic/spreadsheets open/public data 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. Education ru/files/materials/11971/obr2008.pdf Number of children studyed in general 2003,2004,2006 - http://old,gov,spb, educationl Statistics of Russian ru/Files/file/ea%20obshee%20obrazovanie% institutions 1995 - Federation/Federal 20v%20sankt-peterburge_2001-2011%20gg, 2009 quantified unknown Agency on education scrapping, copying data graphic/spreadsheets open/public data pdf number of University 2003 - 2008 - students in Russia Statistics of Russian http://stat.edu.ru/scr/db.cgi? 2003 - 2008 quantified unknown Federation scrapping, copying data graphic/spreadsheets open/public data 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= 2011 - 2012 - Number of people Statistics of Russian http://www.ege.edu.ru/ru/main/satistics-ege/ passed Unified State Federation/official 2007-2008 - http://stat.edu.ru/scr/db.cgi? Exam 2007 - 2012 quantified unknown information portal of USE scrapping, copying data graphic/spreadsheets open/public data 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&F Moscow GRP, 2004 Moscow high http://www.gks. - 2010 Quantified goverment/Rosstat scraping graphic/spreadsheets open/public data ru/wps/wcm/connect/rosstat/rosstatsite/main/account/# Occupation of population, 2000 - Moscow average 2011 Quantified goverment/Rosstat scraping graphic/spreadsheets open/public data Human development high Economy index, 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 data Moscow Prices, average 2010 - 2011 Quantified The Economist scraping graphic/spreadsheets open/public data Employment of Moscow population, 1913 Quantified goverment/Rosstat scraping tables open/public data
  • 47. Economy intro(city budgets)In general, the budget for cities comes from tax receipts and from federal andstate 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, thedespite 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. Despitethis, 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.
  • 48. Economy intro(GRP)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 hadenough 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 corruptionexists, except for Transparency International reports.Thus, apart from how the federal budget forms Moscow budget, data was gathered onwho works in Moscow, and where.While Moscow is no longer an industrial city, the largest portion of its GRP is from tradeand services, in which a majority of the population is employed.Additionally, it is interesting to find out about the structure of the labor population andhow it has been changing throughout 20th century.
  • 49. Moscow GRP, %, 2004 - 2010 source: http://www.gks. ru/wps/wcm/connect/rosstat/rosstatsite/main/acc ount/
  • 50. Population in different spheres of economy, in millions source: moscow.gks. ru/moskva/trud/default.aspx
  • 51. Economy conclusionsThe 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.
  • 52. Conclusions?What we had• Raw Data too narrow• Do not reveal any significant information• Too “official” and “dry” sourcesWhat we needed• Need for real time data/trends/etc for a richer perspective• Need alternative type & source of data• Need for overlapping/combined analysisWhat we used• Inventory of Urban Data as a tool• Our interests
  • 53. 9 Individuals
  • 54. Artur Gulnaz Glafira Dhanya Sergey Tim Masha OxanaKaterina
  • 55. Artur Emotion Gulnaz Macrodata Glafira Access Dhanya Communication Sergey Tools Tim Masterplan Masha Art Oxana Junk DataKaterina Crime
  • 56. Artur Emotion can we all Gulnaz Glafira Macrodata Access Dhanya fit in ONE Sergey Communication Tools Tim Masterplan DataBook? Masha Oxana Art Junk DataKaterina Crime
  • 57. Don’tbelieve the db! * *Geert Lovnik
  • 58. makeyour owndata! * *Geert Lovnik

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