Learn Python with ChemTHEATER
What is ChemTHEATER?
ChemTHEATER (chem-theatre.com) is a database that records the concentrations of chemical substances in environmental media, both biological and non-living, together with metadata about environmental media. .. Data sources include academic papers as well as survey results by national and public institutions. For more information, please visit Chem THEATER Wikisite.
Try to analyze and visualize monitoring data with Python
Explains data analysis and visualization using actual monitoring data registered in ChemTHEATER for beginners.
| chapter | Contents | Date of publication |
|---|---|---|
| Part1 | Basic statistics, box plot | 2020/04/13 |
| Part2 | Visualization of point estimation, interval estimation, confidence interval, and estimation result | 2020/04/23 |
| Part3 | Principal component analysis | 2020/04/24 |
| Part4 | Autocorrelation, time series prediction | |
| Part5-1 | Plot the data on a map | 2020/05/11 |
| Part5-2 | Plot the data on a map | |
| Part6 | Hypothesis test, 2-sample t-test, uncorrelated test |
The text will be uploaded one by one.
Exporting data from ChemTHEATER
In performing the above data analysis, ChemTHEATER searches for the necessary data and exports it as a text file.
- Select "Sample Search" from the menu bar of Chem THEATER.
- Narrow down by information about the sample (biological / non-biological, chemical substance, collection point, collection date, free word).
- Click the "Search" button to output a list of samples that meet the conditions.
- "Export samples" outputs the sample information, and "Export measured data" outputs the measured values of the target chemical substance as a tab-delimited text file.
Save the exported file in any directory and use it for analysis.
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