Arbeitspapier
Addressing Data Gaps with Innovative Data Sources
With the advent of digital transformation, ICT innovations have also led to a "data revolution" wherein more data is being captured, produced, stored, accessed, analyzed, archived, and reanalyzed, and at an exponential pace. An examination of new data sources, including big data and crowd-sourced data, can complement traditional sources of statistics and can unlock insights that can ultimately lead to interventions for better outcomes by informing policies and actions toward attaining robust, sustainable, and inclusive development. This study will examine PIDS website download data and Twitter data to illustrate stories that can be obtained from new data sources and explore how access, analysis and use of new data sources can be promoted. Several quantitative tools are used on these new data sources, including (a) market basket analysis for website download data, (b) text mining (and sentiment analysis) for web scraped Twitter data, and (c) other big data analytics tools. Policy issues, including risk management for use of these new data sources, are also discussed.
- Sprache
-
Englisch
- Erschienen in
-
Series: PIDS Discussion Paper Series ; No. 2022-55
- Klassifikation
-
Wirtschaft
- Thema
-
data revolution
big data
new data sources
social media data
market-basket analysis
web scraping
text mining
sentiment analysis
- Ereignis
-
Geistige Schöpfung
- (wer)
-
Vizmanos, Jana Flor V.
Albert, Jose Ramon G.
Muñoz, Mika S.
Brucal, Arlan
Halili, Riza Teresita
Lumba, Angelo Jose
Patanñe, Gaile Anne
- Ereignis
-
Veröffentlichung
- (wer)
-
Philippine Institute for Development Studies (PIDS)
- (wo)
-
Quezon City
- (wann)
-
2022
- Handle
- Letzte Aktualisierung
-
10.03.2025, 11:42 MEZ
Datenpartner
ZBW - Deutsche Zentralbibliothek für Wirtschaftswissenschaften - Leibniz-Informationszentrum Wirtschaft. Bei Fragen zum Objekt wenden Sie sich bitte an den Datenpartner.
Objekttyp
- Arbeitspapier
Beteiligte
- Vizmanos, Jana Flor V.
- Albert, Jose Ramon G.
- Muñoz, Mika S.
- Brucal, Arlan
- Halili, Riza Teresita
- Lumba, Angelo Jose
- Patanñe, Gaile Anne
- Philippine Institute for Development Studies (PIDS)
Entstanden
- 2022
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