Learn Python with ChemTHEATER

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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.

sample_search.png

  1. Select "Sample Search" from the menu bar of Chem THEATER.
  2. Narrow down by information about the sample (biological / non-biological, chemical substance, collection point, collection date, free word).
  3. Click the "Search" button to output a list of samples that meet the conditions.
  4. "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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