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    "# Grading\n",
    "\n",
    "Your final exercise will be graded on the following criteria. \n",
    "\n",
    "| Item                         | Excellent (5) | Very good (4) | Good (3) | Satisfactory (2) | Passable (1) | Fail (0) |\n",
    "| ---------------------------- | ------------- | ------------- | -------- | ---------------- | ------------ | -------- |\n",
    "| **Reading data file**          | Data file read using Pandas, header row skipped, and `-9999` values converted to NA | | Data file read using Pandas, but NA values not converted on read or header not skipped | | Data file read | Data file not read |\n",
    "| **Processing input**             | New column of estimated \"TAVG\" values created, missing TEMP values filled, remaining TEMP NA values dropped | | TEMP values filled with TAVG, but TEMP NA values not dropped | | TEMP values filled with something other than TAVG | Missing TEMP values not filled |\n",
    "| **Defining and using functions** | Created a function for temperature conversion and used it to create a new column of Celsius temperatures as shown in class | | Created a function for temperature conversion, but used it in a different way than shown in class | | Did not create a temperature conversion function or did not use it | Did not create a function or convert temperatures |\n",
    "| **Aggregating data**             | Calculated correct seasonal average temperatures for all years, correct reference temperatures, and correct anomalies | | Calculated incorrect seasonal average temperatures for all years, but correct reference temperatures (or vice versa), calculated anomalies too | | Only calculated one of seasonal average temperatures for all years or reference temperatures, or did not calculate anomalies | Did not aggregate data | \n",
    "| **Plot, data**                   | Correct data plotted in each plot panel | | Data plotted for all 4 seasons, but not all correct data included | | Data not plotted in all 4 panels or incorrect data selected | Data not plotted |\n",
    "| **Plot, format**                 | Plot format includes axis labels, consistent axis ranges, and relevant labels | | Plot is missing some labels or has inconsistent axis ranges | | Plot labels missing, axis ranges not consistent | Data not plotted | \n",
    "| **Markdown documentation**       | Markdown cells are used to provide additional information about the workflow, appropriate rich text formatting is used to enhance the text style | | Markdown cells are used to describe most of the work flow with some rich text formatting | | Markdown cell use is limited with no rich text formatting | Markdown documentation is missing |\n",
    "| **Code comments and style**      | Clear code comments are present in sufficient number to clarify the code cells. Code follows the PEP-8 guidelines. | | Code comments are present and explain most of the code cells. PEP-8 guidelines used in places. | | Few code comments and PEP-8 guidelines not followed | No code comments and PEP-8 guidelines not followed |\n",
    "\n",
    "**Note**: The empty cells correspond to:\n",
    "\n",
    "- Grade 4: Less than criterion for grade 5, but more than criterion for grade 3\n",
    "- Grade 2: Less than criterion for grade 3, but more than criterion for grade 1"
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