Accesso libero

The use of web-scraped data to analyze the dynamics of footwear prices

   | 06 ago 2021
INFORMAZIONI SU QUESTO ARTICOLO

Cita

Australian Bureau of Statistics [ABS]. (2018). Web scraping in the CPI Australian Bureau of Statistics. Retrieved from https://www.unece.org/fileadmin/DAM/stats/documents/ece/ces/ge.22/2018/Australia_-_poster.pdf Search in Google Scholar

Auer, J., & Boettcher, I. (2017). From price collection to price data analytics: How new large data sources require price statisticians to re-think their index compilation procedures. Experiences from web-scraped and scanner data. Paper presented on Ottawa Group Meeting. Retrieved from https://www.ottawagroup.org/Ottawa/ottawagroup.nsf/4a256353001af3ed4b2562bb00121564/1ab31c25da944ff5ca25822c00757f87/$FILE/From%20price%20collection%20to%20price%20data%20analytics%20-Josef%20Auer,%20Ingolf%20Boettcher%20-Paper.pdf Search in Google Scholar

Białek, J., & Bobel, A. (2019). Comparison of price index methods for CPI measurement using scanner data. Paper presented at the 16th Meeting of the Ottawa Group on Price Indices, Rio de Janeiro, Brazil. Retrieved from https://eventos.fgv.br/sites/eventos.fgv.br/files/arquivos/u161/bialek_bobel_paper_2.pdf Search in Google Scholar

Bitner, T., & Stech, G. (2019). GUS: Big Data to nasz priorytet. Wywiad z Dominikiem Rozkrutem, prezesem GUS [CSO: Big Data is our priority. An interview with Dominik Rozkrut, president of Central Statistical Office in Poland]. Retrieved from https://www.computerworld.pl/wywiad/GUS-Big-Data-to-nasz-priorytet,412891.html Search in Google Scholar

ten Bosch, O. (n.d.). Uses of web scraping for official statistics ESTP course on big data sources – web, social media and text analytics. Retrieved from https://circabc.europa.eu/sd/a/5e250346-44a9-471b-87f1-5b5ddb59aa77/1_Big%20Data%20Sources%20part3-Day%201-A%20Use.pdf Search in Google Scholar

Cavallo, A. (2013). Online vs official price indexes: Measuring Argentina’s inflation (Research Paper, No. 4975-12). Cambridge: MA: MIT Sloan. https://doi.org/10.2139/ssrn.190670410.2139/ssrn.1906704 Search in Google Scholar

Cavallo, A. (2017, January). Are online and offline prices similar? Evidence from large multi-channel retailers. American Economic Review, 107(1), 283-303. https://doi.org/10.1257/aer.2016054210.1257/aer.20160542 Search in Google Scholar

Cavallo, A. (2018, March). Scraped data and sticky prices. The Review of Economics and Statistics, 100(1), 105-119. https://doi.org/10.1162/REST_a_0065210.1162/REST_a_00652 Search in Google Scholar

Cavallo, A., & Rigobon, R. (2016, Spring). The billion prices project: Using online prices for measurement and research. Journal of Economic Perspectives, 30(2), 151-178. https://doi.org/10.1257/jep.30.2.15110.1257/jep.30.2.151 Search in Google Scholar

Chessa, A. G., & Griffioen, R. (2019). Comparing price indices and footwear for scanner data and web scraped data. Economie et Statistique, 509, 49-68. https://doi.org/10.24187/ecostat.2019.509.198410.24187/ecostat.2019.509.1984 Search in Google Scholar

Chuanyang, F., & Lee Wen Hao, J. (2016). Experiences with the use of online prices in consumer price index. Singapore: Singapore Department of Statistics. Retrieved from https://www.singstat.gov.sg/-/media/files/publications/reference/newsletter/ssnsep2016.pdf Search in Google Scholar

Dutot, C. F. (1738). Reflexions politiques sur les finances et le commerce (tome 1). The Hague: Les Freres Vaillant et Nicolas Prevost. Search in Google Scholar

Eurostat. (2021). Internet purchases by individuals [Data base]. Retrieved from https://ec.europa.eu/eurostat/web/digital-economy-and-society/data/database Search in Google Scholar

International Labour Organization, International Monetary Fund, Organisation for Economic Co-operation and Development, Statistical Office of the European Communities, United Nations, The International Bank for Reconstruction and Development, The World Bank. (2004). Consumer Price Index Manual: Theory and practice. Retrieved from https://www.ilo.org/wcmsp5/groups/public/---dgreports/---stat/documents/presentation/wcms_331153.pdf Search in Google Scholar

Jevons, W. S. (1865, June). On the variation of prices and the value of the currency since 1782. Journal of the Statistical Society of London, 28, 294-320. Retrieved from https://archive.org/details/jstor-2338419/mode/2up10.2307/2338419 Search in Google Scholar

Juszczak, A. (2021). Usage of scraped data in price dynamic measurement. Acta Universitatis Lodziensis. Folia Oeconomica, 1(352), 25-37. https://doi.org/10.18778/0208-6018.352.0210.18778/0208-6018.352.02 Search in Google Scholar

Lunnemann, P., & Wintr, L. (2006). Are internet prices sticky? (ECB Working Paper, No. 645). Frankfurt am Main: European Central Bank. Retrieved from https://www.ecb.europa.eu/pub/pdf/scpwps/ecbwp645.pdf Search in Google Scholar

Macias, P., & Stelmasiak, D. (2018). Food inflation nowcasting with web scraped data (Working Paper, No. 302). Warsaw: NBP. Retrieved from https://www.nbp.pl/publikacje/materialy_i_studia/302_en.pdf Search in Google Scholar

Office for National Statistics [ONS]. (2017). Research indices using web scraped price data: August 2017 update. Retrieved June 20, 2020, from https://www.ons.gov.uk/economy/inflationandpriceindices/articles/researchindicesusingwebscrapedpricedata/august2017update Search in Google Scholar

Office for National Statistics [ONS]. (2020). Using statistical distributions to estimate weights for web-scraped price quotes in consumer price statistics. Retrieved March 11, 2021 from https://www.ons.gov.uk/economy/inflationandpriceindices/articles/usingstatisticaldistributionstoestimateweightsforwebscrapedpricequotesinconsumerpricestatistics/2020-09-01 Search in Google Scholar

Persson, E. (2019). Evaluating tools and techniques for web scraping. Retrieved from https://www.diva-portal.org/smash/get/diva2:1415998/FULLTEXT01.pdf Search in Google Scholar

Polidoro, F., Giannini, R., Lo Conte, R., Mosca, S., & Rosetti, F. (2015). Web scraping techniques to collect data on consumer electronics and airfares for Italian HICP compilation. Statistical Journal of the IAOS, 31(2), 165-176. https://doi.org/10.3233/sji-15090110.3233/sji-150901 Search in Google Scholar

Radzikowski, B., & Śmietanka, A. (2016). Online CASE CPI. Paper presented at the First International Conference on Advanced Research Methods and Analytics, Universitat Politecnica de València, València, Spain, July 6-7, 2016. https://doi.org/10.4995/CARMA2016.2016.313310.4995/CARMA2016.2016.3133 Search in Google Scholar

Van Loon, K., & Roels, D. (2018). Integrating big data in the Belgian CPI. Paper presented at Meeting of the group of experts on Consumer Price Indices in Geneva, Switzerland 7-9 May. Brussels: StatBel Belgium in Figures. Retrieved from https://unece.org/fileadmin/DAM/stats/documents/ece/ces/ge.22/2018/Belgium.pdf Search in Google Scholar