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EDS 217 - Introduction to Python Data Science

  • Reading in some CSV & delimited data with pandas
  • Basic data exploration with pandas
  • Plotting with matplotlib

Data (in data/data-raw)

All datasets are collected and provided by scientists with the Toolik Station Long Term Ecological Research (LTER) site, Alaska.

Toolik Station Meteorological Data: toolik_weather.csv Shaver, G. 2019. A multi-year DAILY weather file for the Toolik Field Station at Toolik Lake, AK starting 1988 to present. ver 4. Environmental Data Initiative. https://doi.org/10.6073/pasta/ce0f300cdf87ec002909012abefd9c5c (Accessed 2021-08-08).

Toolik Lake Chlorophyll: toolik_chlorophyll.csv Miller, M. 2014. Chlorophyll A, and primary productivity of Toolik lake , Arctic LTER 1975 to 1988, Toolik Filed Station, Alaska. ver 5. Environmental Data Initiative. https://doi.org/10.6073/pasta/6738024bf0174f73b3f74486f43d1059 (Accessed 2021-08-08).

Toolik fish: toolik_fish.csv Budy, P., C. Luecke, and M. McDonald. 2020. Fish captures in lakes of the Arctic LTER region Toolik Field Station Alaska from 1986 to present. ver 6. Environmental Data Initiative. https://doi.org/10.6073/pasta/d0a9358f783339821b82510eb8c61b45 (Accessed 2021-08-08).

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A quick introductory example of Python data science

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