{ "cells": [ { "cell_type": "markdown", "metadata": {}, "source": [ "Datas collected in https://www.nsf.gov/statistics/nsf13327/content.cfm?pub_id=4266&id=2" ] }, { "cell_type": "code", "execution_count": 1, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ "Populating the interactive namespace from numpy and matplotlib\n" ] }, { "data": { "text/html": [ "
\n", " | Academic year ending | \n", "All recipients Bachelor's | \n", "Male Bachelor's | \n", "Female Bachelor's | \n", "All recipients Master's | \n", "Male Master's | \n", "Female Master's | \n", "All recipients Doctoratea | \n", "Male Doctoratea | \n", "Female Doctoratea | \n", "
---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "1966 | \n", "89 | \n", "76 | \n", "13 | \n", "238 | \n", "221 | \n", "17 | \n", "0 | \n", "0 | \n", "0 | \n", "
1 | \n", "1967 | \n", "222 | \n", "198 | \n", "24 | \n", "449 | \n", "423 | \n", "26 | \n", "0 | \n", "0 | \n", "0 | \n", "
2 | \n", "1968 | \n", "459 | \n", "404 | \n", "55 | \n", "548 | \n", "518 | \n", "30 | \n", "0 | \n", "0 | \n", "0 | \n", "
3 | \n", "1969 | \n", "933 | \n", "812 | \n", "121 | \n", "1012 | \n", "939 | \n", "73 | \n", "0 | \n", "0 | \n", "0 | \n", "
4 | \n", "1970 | \n", "1544 | \n", "1345 | \n", "199 | \n", "1459 | \n", "1324 | \n", "135 | \n", "0 | \n", "0 | \n", "0 | \n", "
5 | \n", "1971 | \n", "2388 | \n", "2064 | \n", "324 | \n", "1588 | \n", "1424 | \n", "164 | \n", "0 | \n", "0 | \n", "0 | \n", "
\n", " | Academic year ending | \n", "All recipients Bachelor's | \n", "Male Bachelor's | \n", "Female Bachelor's | \n", "All recipients Master's | \n", "Male Master's | \n", "Female Master's | \n", "All recipients Doctoratea | \n", "Male Doctoratea | \n", "Female Doctoratea | \n", "... | \n", "Difference Female Bachelor's | \n", "Difference All recipients Master's | \n", "Difference Male Master's | \n", "Difference Female Master's | \n", "Difference All recipients Doctoratea | \n", "Difference Male Doctoratea | \n", "Difference Female Doctoratea | \n", "Difference total | \n", "Difference Male total | \n", "Difference Female total | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "1966 | \n", "89 | \n", "76 | \n", "13 | \n", "238 | \n", "221 | \n", "17 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "
1 | \n", "1967 | \n", "222 | \n", "198 | \n", "24 | \n", "449 | \n", "423 | \n", "26 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "11 | \n", "211 | \n", "202 | \n", "9 | \n", "0 | \n", "0 | \n", "0 | \n", "344 | \n", "324 | \n", "20 | \n", "
2 | \n", "1968 | \n", "459 | \n", "404 | \n", "55 | \n", "548 | \n", "518 | \n", "30 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "31 | \n", "99 | \n", "95 | \n", "4 | \n", "0 | \n", "0 | \n", "0 | \n", "336 | \n", "301 | \n", "35 | \n", "
3 | \n", "1969 | \n", "933 | \n", "812 | \n", "121 | \n", "1012 | \n", "939 | \n", "73 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "66 | \n", "464 | \n", "421 | \n", "43 | \n", "0 | \n", "0 | \n", "0 | \n", "938 | \n", "829 | \n", "109 | \n", "
4 | \n", "1970 | \n", "1544 | \n", "1345 | \n", "199 | \n", "1459 | \n", "1324 | \n", "135 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "78 | \n", "447 | \n", "385 | \n", "62 | \n", "0 | \n", "0 | \n", "0 | \n", "1058 | \n", "918 | \n", "140 | \n", "
5 rows × 33 columns
\n", "\n", " | Academic year ending | \n", "All recipients Bachelor's | \n", "Male Bachelor's | \n", "Female Bachelor's | \n", "All recipients Master's | \n", "Male Master's | \n", "Female Master's | \n", "All recipients Doctoratea | \n", "Male Doctoratea | \n", "Female Doctoratea | \n", "... | \n", "Difference Female Bachelor's | \n", "Difference All recipients Master's | \n", "Difference Male Master's | \n", "Difference Female Master's | \n", "Difference All recipients Doctoratea | \n", "Difference Male Doctoratea | \n", "Difference Female Doctoratea | \n", "Difference total | \n", "Difference Male total | \n", "Difference Female total | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "1966 | \n", "89 | \n", "76 | \n", "13 | \n", "238 | \n", "221 | \n", "17 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "
1 | \n", "1967 | \n", "222 | \n", "198 | \n", "24 | \n", "449 | \n", "423 | \n", "26 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "11 | \n", "211 | \n", "202 | \n", "9 | \n", "0 | \n", "0 | \n", "0 | \n", "344 | \n", "324 | \n", "20 | \n", "
2 | \n", "1968 | \n", "459 | \n", "404 | \n", "55 | \n", "548 | \n", "518 | \n", "30 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "31 | \n", "99 | \n", "95 | \n", "4 | \n", "0 | \n", "0 | \n", "0 | \n", "336 | \n", "301 | \n", "35 | \n", "
3 | \n", "1969 | \n", "933 | \n", "812 | \n", "121 | \n", "1012 | \n", "939 | \n", "73 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "66 | \n", "464 | \n", "421 | \n", "43 | \n", "0 | \n", "0 | \n", "0 | \n", "938 | \n", "829 | \n", "109 | \n", "
4 | \n", "1970 | \n", "1544 | \n", "1345 | \n", "199 | \n", "1459 | \n", "1324 | \n", "135 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "78 | \n", "447 | \n", "385 | \n", "62 | \n", "0 | \n", "0 | \n", "0 | \n", "1058 | \n", "918 | \n", "140 | \n", "
5 rows × 33 columns
\n", "\n", " | Academic year ending | \n", "All recipients Bachelor's | \n", "Male Bachelor's | \n", "Female Bachelor's | \n", "All recipients Master's | \n", "Male Master's | \n", "Female Master's | \n", "All recipients Doctoratea | \n", "Male Doctoratea | \n", "Female Doctoratea | \n", "... | \n", "Difference Female Bachelor's | \n", "Difference All recipients Master's | \n", "Difference Male Master's | \n", "Difference Female Master's | \n", "Difference All recipients Doctoratea | \n", "Difference Male Doctoratea | \n", "Difference Female Doctoratea | \n", "Difference total | \n", "Difference Male total | \n", "Difference Female total | \n", "
---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
0 | \n", "1966 | \n", "89 | \n", "76 | \n", "13 | \n", "238 | \n", "221 | \n", "17 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "0 | \n", "
1 | \n", "1967 | \n", "222 | \n", "198 | \n", "24 | \n", "449 | \n", "423 | \n", "26 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "11 | \n", "211 | \n", "202 | \n", "9 | \n", "0 | \n", "0 | \n", "0 | \n", "344 | \n", "324 | \n", "20 | \n", "
2 | \n", "1968 | \n", "459 | \n", "404 | \n", "55 | \n", "548 | \n", "518 | \n", "30 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "31 | \n", "99 | \n", "95 | \n", "4 | \n", "0 | \n", "0 | \n", "0 | \n", "336 | \n", "301 | \n", "35 | \n", "
3 | \n", "1969 | \n", "933 | \n", "812 | \n", "121 | \n", "1012 | \n", "939 | \n", "73 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "66 | \n", "464 | \n", "421 | \n", "43 | \n", "0 | \n", "0 | \n", "0 | \n", "938 | \n", "829 | \n", "109 | \n", "
4 | \n", "1970 | \n", "1544 | \n", "1345 | \n", "199 | \n", "1459 | \n", "1324 | \n", "135 | \n", "0 | \n", "0 | \n", "0 | \n", "... | \n", "78 | \n", "447 | \n", "385 | \n", "62 | \n", "0 | \n", "0 | \n", "0 | \n", "1058 | \n", "918 | \n", "140 | \n", "
5 rows × 33 columns
\n", "