03094ntm a22005057i 4500 000723296 CZ-PrVSE 20250621144446.0 m d cr n|||||||||| 250621s2025 xr fsbm 000 0 eng d NEZPRACOVANÝ IMPORT ABA006 cze ABA006 ABA006 rda Sachek, Herman ISIS:150768 dis Analýza realitního trhu USA eng Analýza realitního trhu USA / Herman Sachek 2025 ?? stran : digital, PDF soubor Vedoucí práce: Petr Berka Bakalářská práce (Bc.)—Vysoká škola ekonomická v Praze. Fakulta informatiky a statistiky, 2025 Obsahuje bibliografii Textový (vysokoškolská kvalifikační práce) Rok obhajoby 2025 The aim of this bachelor's thesis is to collect data on the residential real estate market in the United States through web scraping and to analyze it using exploratory data analysis and data mining techniques in order to identify patterns, relationships between attributes, and regional differences within the market. The theoretical part introduces the field of Knowledge Discovery in Databases (KDD) and explains key concepts, including its definition, historical development, main process steps, and the CRISP-DM methodology. It also explores the topic of web scraping, covering its definition, applications, and the techniques used, such as static HTML parsing and dynamic content extraction. The practical part follows the CRISP-DM framework and applies it to the analysis of the U.S. real estate market. It begins with business understanding, including the selection of a relevant data source and the choice of cities for extraction. Data is collected using web scraping and prepared through the Data Understanding and Data Preparation phases. Finally, exploratory data analysis (EDA) and modeling techniques are applied to uncover insights from the dataset. Způsob přístupu: Internet aplikovaná informatika [obor bakal. práce] bakalářské práce fd132403 czenas bachelor's theses eczenas web scraping data analysis Data mining Berka, Petr, 1959- jn20001103427 ths Kliegr, Tomáš ISIS:8484 opn Vysoká škola ekonomická v Praze. Fakulta informatiky a statistiky kn20010709399 dgg https://insis.vse.cz/zp/88377/podrobnosti VŠKP v InSIS https://insis.vse.cz/zp/88377 Hlavní práce https://insis.vse.cz/zp/88377/posudek/vedouci Hodnocení vedoucího https://insis.vse.cz/zp/88377/posudek/oponent/86800 Oponentura https://insis.vse.cz/zp/88377/priloha/31586 Přiloha k práci https://insis.vse.cz/zp/88377/podrobnosti dc:identifier NEPOSILAT VSKP vse88377 250619 88377