Data Management for Natural Scientists : : A Practical Guide to Data Extraction and Storage Using Python / / Matthias Hofmann.
Data Management for Natural Scientists offers a practical guide for scientific processing of data. It covers the way from “getting hands on” experimental results to ensuring their use for addressing various scientific questions. Code snippets are provided in order to introduce the proposed workstrea...
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| Superior document: | Title is part of eBook package: De Gruyter DG Plus DeG Package 2023 Part 1 |
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| Place / Publishing House: | Berlin ;, Boston : : De Gruyter, , [2023] ©2023 |
| Year of Publication: | 2023 |
| Language: | English |
| Series: | De Gruyter Textbook
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| Online Access: | |
| Physical Description: | 1 online resource (XVI, 200 p.) |
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| 100 | 1 | |a Hofmann, Matthias, |e author. |4 aut |4 http://id.loc.gov/vocabulary/relators/aut | |
| 245 | 1 | 0 | |a Data Management for Natural Scientists : |b A Practical Guide to Data Extraction and Storage Using Python / |c Matthias Hofmann. |
| 264 | 1 | |a Berlin ; |a Boston : |b De Gruyter, |c [2023] | |
| 264 | 4 | |c ©2023 | |
| 300 | |a 1 online resource (XVI, 200 p.) | ||
| 336 | |a text |b txt |2 rdacontent | ||
| 337 | |a computer |b c |2 rdamedia | ||
| 338 | |a online resource |b cr |2 rdacarrier | ||
| 347 | |a text file |b PDF |2 rda | ||
| 490 | 0 | |a De Gruyter Textbook | |
| 505 | 0 | 0 | |t Frontmatter -- |t Acknowledgment -- |t Contents -- |t 1 Presenting the challenge -- |t 2 Python quick start -- |t 3 The steps of data processing -- |t 4 From experimental files to data -- |t 5 From data to information -- |t 6 Where to put data and information -- |t 7 How to visualize data and information -- |t 8 Responding to lessons learned -- |t 9 Where to go from here -- |t 10 Conclusion -- |t A Packaging a custom module -- |t B Comments to tables and columns via SQLAlchemy -- |t C A word on version control systems -- |t D Overview of utilized Python and package versions -- |t E Extracting data via pd.read_csv -- |t F Installation of an ODBC driver -- |t List of Figures -- |t Bibliography -- |t Index |
| 506 | 0 | |a restricted access |u http://purl.org/coar/access_right/c_16ec |f online access with authorization |2 star | |
| 520 | |a Data Management for Natural Scientists offers a practical guide for scientific processing of data. It covers the way from “getting hands on” experimental results to ensuring their use for addressing various scientific questions. Code snippets are provided in order to introduce the proposed workstream and to demonstrate the adjustability to specific challenges. | ||
| 530 | |a Issued also in print. | ||
| 538 | |a Mode of access: Internet via World Wide Web. | ||
| 546 | |a In English. | ||
| 588 | 0 | |a Description based on online resource; title from PDF title page (publisher's Web site, viewed 29. Mai 2023) | |
| 650 | 0 | |a Science |x Data processing. | |
| 650 | 4 | |a Datenstruktur. | |
| 650 | 4 | |a Datenverarbeitung. | |
| 650 | 4 | |a Python. | |
| 650 | 4 | |a Wissenschaftler. | |
| 650 | 7 | |a Technology & Engineering / Chemical & Biochemical. |2 bisacsh | |
| 653 | |a Data Processing. | ||
| 653 | |a Data Structure. | ||
| 653 | |a Data Visualization. | ||
| 653 | |a Practitioner. | ||
| 653 | |a Python. | ||
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