{ "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", "23477 | \n", "16143 | \n", "7334 | \n", "4224 | \n", "3077 | \n", "1147 | \n", "2135 | \n", "1818 | \n", "317 | \n", "
1 | \n", "1967 | \n", "25476 | \n", "17686 | \n", "7790 | \n", "4988 | \n", "3707 | \n", "1281 | \n", "2360 | \n", "1971 | \n", "389 | \n", "
2 | \n", "1968 | \n", "28710 | \n", "19993 | \n", "8717 | \n", "5517 | \n", "3963 | \n", "1554 | \n", "2827 | \n", "2351 | \n", "476 | \n", "
3 | \n", "1969 | \n", "32388 | \n", "22663 | \n", "9725 | \n", "5765 | \n", "4096 | \n", "1669 | \n", "3092 | \n", "2566 | \n", "526 | \n", "
4 | \n", "1970 | \n", "34303 | \n", "24061 | \n", "10242 | \n", "5835 | \n", "3991 | \n", "1844 | \n", "3361 | \n", "2846 | \n", "515 | \n", "
5 | \n", "1971 | \n", "36033 | \n", "25462 | \n", "10571 | \n", "5756 | \n", "3813 | \n", "1943 | \n", "3654 | \n", "3023 | \n", "631 | \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", "23477 | \n", "16143 | \n", "7334 | \n", "4224 | \n", "3077 | \n", "1147 | \n", "2135 | \n", "1818 | \n", "317 | \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", "25476 | \n", "17686 | \n", "7790 | \n", "4988 | \n", "3707 | \n", "1281 | \n", "2360 | \n", "1971 | \n", "389 | \n", "... | \n", "456 | \n", "764 | \n", "630 | \n", "134 | \n", "225 | \n", "153 | \n", "72 | \n", "2988 | \n", "2326 | \n", "662 | \n", "
2 | \n", "1968 | \n", "28710 | \n", "19993 | \n", "8717 | \n", "5517 | \n", "3963 | \n", "1554 | \n", "2827 | \n", "2351 | \n", "476 | \n", "... | \n", "927 | \n", "529 | \n", "256 | \n", "273 | \n", "467 | \n", "380 | \n", "87 | \n", "4230 | \n", "2943 | \n", "1287 | \n", "
3 | \n", "1969 | \n", "32388 | \n", "22663 | \n", "9725 | \n", "5765 | \n", "4096 | \n", "1669 | \n", "3092 | \n", "2566 | \n", "526 | \n", "... | \n", "1008 | \n", "248 | \n", "133 | \n", "115 | \n", "265 | \n", "215 | \n", "50 | \n", "4191 | \n", "3018 | \n", "1173 | \n", "
4 | \n", "1970 | \n", "34303 | \n", "24061 | \n", "10242 | \n", "5835 | \n", "3991 | \n", "1844 | \n", "3361 | \n", "2846 | \n", "515 | \n", "... | \n", "517 | \n", "70 | \n", "-105 | \n", "175 | \n", "269 | \n", "280 | \n", "-11 | \n", "2254 | \n", "1573 | \n", "681 | \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", "23477 | \n", "16143 | \n", "7334 | \n", "4224 | \n", "3077 | \n", "1147 | \n", "2135 | \n", "1818 | \n", "317 | \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", "25476 | \n", "17686 | \n", "7790 | \n", "4988 | \n", "3707 | \n", "1281 | \n", "2360 | \n", "1971 | \n", "389 | \n", "... | \n", "456 | \n", "764 | \n", "630 | \n", "134 | \n", "225 | \n", "153 | \n", "72 | \n", "2988 | \n", "2326 | \n", "662 | \n", "
2 | \n", "1968 | \n", "28710 | \n", "19993 | \n", "8717 | \n", "5517 | \n", "3963 | \n", "1554 | \n", "2827 | \n", "2351 | \n", "476 | \n", "... | \n", "927 | \n", "529 | \n", "256 | \n", "273 | \n", "467 | \n", "380 | \n", "87 | \n", "4230 | \n", "2943 | \n", "1287 | \n", "
3 | \n", "1969 | \n", "32388 | \n", "22663 | \n", "9725 | \n", "5765 | \n", "4096 | \n", "1669 | \n", "3092 | \n", "2566 | \n", "526 | \n", "... | \n", "1008 | \n", "248 | \n", "133 | \n", "115 | \n", "265 | \n", "215 | \n", "50 | \n", "4191 | \n", "3018 | \n", "1173 | \n", "
4 | \n", "1970 | \n", "34303 | \n", "24061 | \n", "10242 | \n", "5835 | \n", "3991 | \n", "1844 | \n", "3361 | \n", "2846 | \n", "515 | \n", "... | \n", "517 | \n", "70 | \n", "-105 | \n", "175 | \n", "269 | \n", "280 | \n", "-11 | \n", "2254 | \n", "1573 | \n", "681 | \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", "23477 | \n", "16143 | \n", "7334 | \n", "4224 | \n", "3077 | \n", "1147 | \n", "2135 | \n", "1818 | \n", "317 | \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", "25476 | \n", "17686 | \n", "7790 | \n", "4988 | \n", "3707 | \n", "1281 | \n", "2360 | \n", "1971 | \n", "389 | \n", "... | \n", "456 | \n", "764 | \n", "630 | \n", "134 | \n", "225 | \n", "153 | \n", "72 | \n", "2988 | \n", "2326 | \n", "662 | \n", "
2 | \n", "1968 | \n", "28710 | \n", "19993 | \n", "8717 | \n", "5517 | \n", "3963 | \n", "1554 | \n", "2827 | \n", "2351 | \n", "476 | \n", "... | \n", "927 | \n", "529 | \n", "256 | \n", "273 | \n", "467 | \n", "380 | \n", "87 | \n", "4230 | \n", "2943 | \n", "1287 | \n", "
3 | \n", "1969 | \n", "32388 | \n", "22663 | \n", "9725 | \n", "5765 | \n", "4096 | \n", "1669 | \n", "3092 | \n", "2566 | \n", "526 | \n", "... | \n", "1008 | \n", "248 | \n", "133 | \n", "115 | \n", "265 | \n", "215 | \n", "50 | \n", "4191 | \n", "3018 | \n", "1173 | \n", "
4 | \n", "1970 | \n", "34303 | \n", "24061 | \n", "10242 | \n", "5835 | \n", "3991 | \n", "1844 | \n", "3361 | \n", "2846 | \n", "515 | \n", "... | \n", "517 | \n", "70 | \n", "-105 | \n", "175 | \n", "269 | \n", "280 | \n", "-11 | \n", "2254 | \n", "1573 | \n", "681 | \n", "
5 rows × 33 columns
\n", "