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Update hdfe
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Lines changed: 148 additions & 12 deletions

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‎code/003_hdfe.ipynb‎

Lines changed: 148 additions & 12 deletions
Original file line numberDiff line numberDiff line change
@@ -35,9 +35,17 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 3,
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"metadata": {},
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"outputs": [],
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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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"\n"
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]
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}
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],
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"source": [
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"%%stata -qui\n",
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"\n",
@@ -66,9 +74,27 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 5,
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"metadata": {},
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"outputs": [],
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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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" ecm jpe qje res\n",
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"4707 0 0 0 1\n",
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"3807 0 0 1 0\n",
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"4579 0 0 0 1\n",
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"4551 0 0 0 1\n",
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"101 0 0 0 0\n",
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"4817 0 0 0 1\n",
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"4932 0 0 0 1\n",
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"700 0 0 0 0\n",
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"2711 0 1 0 0\n",
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"3349 0 0 1 0\n"
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]
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}
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],
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"source": [
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"output = captured_output.stdout\n",
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"lines = output.splitlines()\n",
@@ -79,9 +105,39 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 6,
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"metadata": {},
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"outputs": [],
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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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" a_imp b_imp c_imp e_imp f_imp g_imp h_imp i_imp j_imp k_imp \\\n",
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"4707 0 0 0 0 0 0 0 0 1 0 \n",
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"3807 0 0 0 0 0 1 0 0 0 0 \n",
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"4579 0 0 0 0 0 0 0 0 1 1 \n",
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"4551 0 0 1 0 0 0 0 0 0 0 \n",
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"101 0 0 0 0 0 0 1 0 0 0 \n",
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"4817 0 0 1 1 0 0 0 0 0 0 \n",
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"4932 0 0 0 0 0 0 0 0 1 0 \n",
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"700 0 0 0 0 0 0 0 0 0 1 \n",
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"2711 0 0 0 0 0 0 0 1 1 0 \n",
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"3349 0 0 1 0 0 0 0 0 0 0 \n",
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"\n",
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" l_imp m_imp n_imp o_imp p_imp q_imp r_imp y_imp z_imp \n",
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"4707 0 0 0 0 0 0 0 0 0 \n",
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"3807 0 0 0 0 0 0 0 0 0 \n",
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"4579 0 0 0 0 0 0 0 0 0 \n",
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"4551 0 0 0 0 0 0 0 0 0 \n",
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"101 0 0 0 1 0 0 0 0 0 \n",
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"4817 0 0 0 0 0 0 0 0 0 \n",
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"4932 0 0 1 0 0 0 0 0 1 \n",
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"700 1 0 0 0 0 0 0 0 0 \n",
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"2711 0 0 0 1 0 0 0 0 1 \n",
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"3349 0 0 0 0 0 0 0 0 0 \n"
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]
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}
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],
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"source": [
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"jel_imp = stata.pdataframe_from_data(var=\"a_imp b_imp c_imp e_imp f_imp g_imp h_imp i_imp j_imp k_imp l_imp m_imp n_imp o_imp p_imp q_imp r_imp y_imp z_imp\")\n",
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"print(jel_imp.sample(n=10, random_state=542))"
@@ -99,9 +155,39 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 8,
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"metadata": {},
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"outputs": [],
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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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" y_2 y_4 y_6 y_8 y_10 y_12 y_14 y_16 y_18 y_20 y_3 y_5 y_7 \\\n",
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"4707 0 0 0 0 0 0 0 1 0 0 0 0 0 \n",
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"3807 0 0 0 0 0 0 0 0 0 0 0 0 0 \n",
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"4579 0 0 0 0 0 0 0 0 0 0 0 0 0 \n",
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"4551 0 0 0 0 0 0 0 0 0 0 0 0 0 \n",
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"101 0 0 0 0 0 0 0 0 0 0 1 0 0 \n",
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"4817 0 0 0 0 0 0 0 0 1 0 0 0 0 \n",
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"4932 0 0 0 0 0 0 0 0 0 1 0 0 0 \n",
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"700 0 0 0 0 0 1 0 0 0 0 0 0 0 \n",
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"2711 0 0 0 1 0 0 0 0 0 0 0 0 0 \n",
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"3349 0 1 0 0 0 0 0 0 0 0 0 0 0 \n",
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"\n",
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" y_9 y_11 y_13 y_15 y_17 y_19 \n",
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"4707 0 0 0 0 0 0 \n",
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"3807 0 0 0 1 0 0 \n",
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"4579 0 0 1 0 0 0 \n",
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"4551 0 0 1 0 0 0 \n",
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"101 0 0 0 0 0 0 \n",
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"4817 0 0 0 0 0 0 \n",
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"4932 0 0 0 0 0 0 \n",
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"700 0 0 0 0 0 0 \n",
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"2711 0 0 0 0 0 0 \n",
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"3349 0 0 0 0 0 0 \n"
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]
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}
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],
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"source": [
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"output = captured_output.stdout\n",
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"year_output = output.strip()\n",
@@ -121,9 +207,41 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 10,
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"metadata": {},
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"outputs": [],
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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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" c_2 c_22 c_42 c_62 c_82 c_102 c_122 c_142 c_162 c_182 ... \\\n",
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"4707 1 0 0 0 0 0 0 0 0 0 ... \n",
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"3807 1 0 0 0 0 0 0 0 0 0 ... \n",
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"4579 1 0 0 0 0 0 0 0 0 0 ... \n",
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"4551 0 0 0 0 0 0 0 0 0 0 ... \n",
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"101 1 0 0 0 0 0 0 0 0 0 ... \n",
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"4817 1 0 0 0 0 0 0 0 0 0 ... \n",
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"4932 0 0 0 0 0 0 0 0 0 0 ... \n",
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"700 1 0 0 0 0 0 0 0 0 0 ... \n",
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"2711 1 0 0 0 0 0 0 0 0 0 ... \n",
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"3349 1 0 0 0 0 0 0 0 0 0 ... \n",
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"\n",
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" c_21 c_41 c_61 c_81 c_101 c_121 c_141 c_161 c_181 c_201 \n",
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"4707 0 0 0 0 0 0 0 0 0 0 \n",
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"3807 0 0 0 0 0 0 0 0 0 0 \n",
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"4579 0 0 0 0 0 0 0 0 0 0 \n",
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"4551 0 0 0 1 0 0 0 0 0 0 \n",
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"101 0 0 0 0 0 0 0 0 0 0 \n",
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"4817 0 0 0 0 0 0 0 0 0 0 \n",
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"4932 0 0 0 0 0 0 0 0 0 0 \n",
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"700 0 0 0 0 0 0 0 0 0 0 \n",
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"2711 0 0 0 0 0 0 0 0 0 0 \n",
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"3349 0 0 0 0 0 0 0 0 0 0 \n",
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"\n",
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"[10 rows x 214 columns]\n"
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]
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}
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],
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"source": [
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"output = captured_output.stdout\n",
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"cluster_output = output.strip()\n",
@@ -133,9 +251,27 @@
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},
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{
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"cell_type": "code",
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"execution_count": null,
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"execution_count": 11,
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"metadata": {},
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"outputs": [],
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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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" jel_flag\n",
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"4707 1\n",
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"3807 1\n",
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"4579 1\n",
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"4551 0\n",
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"101 1\n",
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"4817 1\n",
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"4932 0\n",
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"700 1\n",
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"2711 0\n",
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"3349 0\n"
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]
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}
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],
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"source": [
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"jel_flag = stata.pdataframe_from_data(var=\"jel_flag\")\n",
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"print(jel_flag.sample(n=10, random_state=542))"

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