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beykylebeykyle
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add pandas support
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-472
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-472
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‎examples/examples_2023_release/ang_frame_conversion_and_json.ipynb‎

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@@ -401,10 +401,18 @@
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"entry.measurements[0].x_units = \"CM-degrees\""
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]
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},
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{
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"cell_type": "markdown",
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"id": "dce1090e-0ec3-4a98-90af-d64d7b422f56",
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"metadata": {},
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"source": [
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"### Converting distributions to Pandas DataFrames"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 14,
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"id": "e8c85184-1197-4132-9a27-c3cca8149ffc",
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"id": "7e1539b6-f20d-4931-907d-183715f3dbcb",
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"metadata": {},
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"outputs": [
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{
@@ -425,107 +433,152 @@
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{
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"cell_type": "code",
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"execution_count": 15,
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"id": "9b51ea7f-0237-47d6-8b94-110b5140bf2c",
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"id": "21ec357f-4b19-40ea-92c2-7f592da636f3",
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"metadata": {},
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"outputs": [
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{
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"data": {
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"text/html": [
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"<div>\n",
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"<style scoped>\n",
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" .dataframe tbody tr th:only-of-type {\n",
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" vertical-align: middle;\n",
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" }\n",
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"\n",
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"\n",
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"</style>\n",
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"<table border=\"1\" class=\"dataframe\">\n",
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" <thead>\n",
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" <tr style=\"text-align: right;\">\n",
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" <th></th>\n",
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" <th>type</th>\n",
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" <th>energy</th>\n",
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" <th>energy_err</th>\n",
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" <th>energy_units</th>\n",
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" <th>EXFORAccessionNumber</th>\n",
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" <th>source</th>\n",
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" <th>x_units</th>\n",
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" <th>y_units</th>\n",
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" <th>data</th>\n",
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" </tr>\n",
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" </thead>\n",
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" <tbody>\n",
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" <tr>\n",
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" <th>0</th>\n",
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" <td>ECS</td>\n",
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" <td>0.7</td>\n",
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" <td>0.004</td>\n",
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" <td>MeV</td>\n",
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" <td>21782032</td>\n",
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" <td>G.Haouat, J.Lachkar, et al., Nuclear Science a...</td>\n",
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" <td>CM-degrees</td>\n",
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" <td>barns/ster</td>\n",
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" <td>{'x': [70.45755591846655, 85.48097468773834, 9...</td>\n",
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" </tr>\n",
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" </tbody>\n",
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"</table>\n",
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"</div>"
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],
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"text/plain": [
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" type energy energy_err energy_units EXFORAccessionNumber \\\n",
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"0 ECS 0.7 0.004 MeV 21782032 \n",
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"\n",
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" source x_units y_units \\\n",
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"0 G.Haouat, J.Lachkar, et al., Nuclear Science a... CM-degrees barns/ster \n",
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"\n",
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" data \n",
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"0 {'x': [70.45755591846655, 85.48097468773834, 9... "
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]
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},
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"execution_count": 15,
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"metadata": {},
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"output_type": "execute_result"
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}
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],
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"source": [
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"entry.measurements[0].to_dataframe(entry.meta.citation())"
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]
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},
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{
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"cell_type": "markdown",
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"id": "1990fbdd-704e-4224-8e19-b6fb49e1995a",
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"metadata": {},
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"source": [
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"### Writing to JSON"
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]
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},
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{
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"cell_type": "code",
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"execution_count": 16,
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"id": "1cb08f79-99b6-43b9-a2e8-84d2a2a9c39f",
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"metadata": {},
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"outputs": [
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{
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"name": "stdout",
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"output_type": "stream",
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"text": [
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" \"type\": \"ECS\",\n",
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" \"energy\": 0.7,\n",
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" \"energy-err\": 0.004,\n",
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" \"ex-energy\": 0.0,\n",
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" \"ex-energy-err\": 0.0,\n",
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" \"ex-energy-units\": null,\n",
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" \"energy-units\": \"MeV\",\n",
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" \"EXFORAccessionNumber\": \"21782032\",\n",
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" \"source\": \"G.Haouat, J.Lachkar, et al., Nuclear Science and Engineering 81, (4), 491 (1982); Report other than progress report: NEANDC-158 27 (1982); Report other than progress report: CEA-N-2197 (1981); Report other than progress report: INDC(FR)-0044 (1981); Conf.on Nucl.Cross Sections F.Techn.,Knoxville 1979 672 (1979); Private communication: Haouat (1981); Data taken from the EXFOR database, file EXFOR 21782001 dated 1982, retrieved from the IAEA Nuclear Data Services website.\",\n",
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" \"data\": {\n",
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" \"angle\": [\n",
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" 70.45755591846655,\n",
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" 85.48097468773834,\n",
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" 90.48180656106129,\n",
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" 95.48079812958292,\n",
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" 105.43334931945421,\n",
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" 115.41879491965597,\n",
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" 125.39759253633743,\n",
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" 135.3703864152539,\n",
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" 145.23834956357058,\n",
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" 155.20180986664212\n",
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" ],\n",
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" \"angle-units\": \"CM-degrees\",\n",
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" \"angle-err\": [\n",
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" 0.0,\n",
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" 0.0,\n",
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" \"cs\": [\n",
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" 0.242,\n",
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" 0.2087,\n",
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" 0.2105,\n",
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" 0.22290000000000001,\n",
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" 0.18869999999999998,\n",
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" 0.1889,\n",
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" 0.13740000000000002,\n",
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" 0.13740000000000002,\n",
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" 0.09097,\n",
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" 0.09532\n",
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" ],\n",
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" \"cs-units\": \"barns/ster\",\n",
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" 0.0242,\n",
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" 0.029217999999999997,\n",
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" 0.023155000000000002,\n",
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" 0.027361499999999997,\n",
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" 0.026446,\n",
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" 0.020610000000000003,\n",
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" 0.014555199999999999,\n",
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" 0.0152512\n",
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" ],\n",
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" \"systematic_normalization_error\": [\n",
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" 0.0,\n",
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" \"energy\":0.7,\n",
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" \"energy_err\":0.004,\n",
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" \"energy_units\":\"MeV\",\n",
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" \"EXFORAccessionNumber\":\"21782032\",\n",
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" \"source\":\"G.Haouat, J.Lachkar, et al., Nuclear Science and Engineering 81, (4), 491 (1982); Report other than progress report: NEANDC-158 27 (1982); Report other than progress report: CEA-N-2197 (1981); Report other than progress report: INDC(FR)-0044 (1981); Conf.on Nucl.Cross Sections F.Techn.,Knoxville 1979 672 (1979); Private communication: Haouat (1981); Data taken from the EXFOR database, file EXFOR 21782001 dated 1982, retrieved from the IAEA Nuclear Data Services website.\",\n",
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" \"x_units\":\"CM-degrees\",\n",
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" \"y_units\":\"barns\\/ster\",\n",
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" \"data\":{\n",
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" \"x\":[\n",
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" 70.4575559185,\n",
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" 0.1374,\n",
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" 0.09097,\n",
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" 0.09532\n",
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" ],\n",
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" \"y_err\":[\n",
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" 0.0242,\n",
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" 0.029218,\n",
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" 0.023155,\n",
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" 0.028977,\n",
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" 0.02061,\n",
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" 0.0152512\n",
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" ]\n",
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" }\n",
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" }\n",
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"}\n"
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"]\n"
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]
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}
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],
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"source": [
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"#NBVAL_CHECK_OUTPUT\n",
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"\n",
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"print(entry.measurements[0].to_json(entry.meta.citation()))"
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"df = entry.measurements[0].to_dataframe(entry.meta.citation())\n",
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"print(df.to_json(indent=4, orient=\"records\"))"
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]
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}
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],

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