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covid_analysis
Commit 91ebd2b0 authored by Joaquin Torres's avatar Joaquin Torres
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Final formatting for diff corr

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EDA.ipynb
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...@@ -991,7 +991,7 @@ ...@@ -991,7 +991,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 32, "execution_count": 44,
"metadata": {}, "metadata": {},
"outputs": [], "outputs": [],
"source": [ "source": [
...@@ -1012,17 +1012,17 @@ ...@@ -1012,17 +1012,17 @@
" print(colors.GREEN + var_i + colors.RESET, end = ' ')\n", " print(colors.GREEN + var_i + colors.RESET, end = ' ')\n",
" else:\n", " else:\n",
" print(colors.PURPLE + var_i + colors.PURPLE, end = ' ')\n", " print(colors.PURPLE + var_i + colors.PURPLE, end = ' ')\n",
" print(\"--- \", end = '')\n", " print(\"& \", end = '')\n",
" if var_j in ind_vars_enc:\n", " if var_j in ind_vars_enc:\n",
" print(colors.GREEN + var_j + colors.RESET, end = ' ')\n", " print(colors.GREEN + var_j + colors.RESET, end = ' ')\n",
" else:\n", " else:\n",
" print(colors.PURPLE + var_j + colors.RESET, end = ' ')\n", " print(colors.PURPLE + var_j + colors.RESET, end = ' ')\n",
" print(f\"--> PRE vs POST Corr Diff: {diff:.2f}\")" " print(f\"--> Diff: {diff:.2f} (PRE: {m_pre[i][j]:.2f}; POST: {m_post[i][j]:.2f})\")"
] ]
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 28, "execution_count": 38,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
...@@ -1054,7 +1054,7 @@ ...@@ -1054,7 +1054,7 @@
}, },
{ {
"cell_type": "code", "cell_type": "code",
"execution_count": 33, "execution_count": 45,
"metadata": {}, "metadata": {},
"outputs": [ "outputs": [
{ {
...@@ -1062,48 +1062,48 @@ ...@@ -1062,48 +1062,48 @@
"output_type": "stream", "output_type": "stream",
"text": [ "text": [
"------SIT_TTO 1: NO FILTERING------\n", "------SIT_TTO 1: NO FILTERING------\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[95mEd_Secondary Education\u001b[0m --> PRE vs POST Corr Diff: 0.42\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[95mEd_Secondary Education\u001b[0m --> Diff: 0.42 (PRE: -0.01; POST: 0.41)\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[95mEd_Secondary more technical education\u001b[0m --> PRE vs POST Corr Diff: 0.55\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[95mEd_Secondary more technical education\u001b[0m --> Diff: 0.55 (PRE: 0.28; POST: -0.27)\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[95mJobIn_Stable\u001b[0m --> PRE vs POST Corr Diff: 0.64\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[95mJobIn_Stable\u001b[0m --> Diff: 0.64 (PRE: -0.53; POST: 0.11)\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[95mSocInc_Live with families or friends\u001b[0m --> PRE vs POST Corr Diff: 0.50\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[95mSocInc_Live with families or friends\u001b[0m --> Diff: 0.50 (PRE: -0.03; POST: 0.47)\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[95mSocInc_live alone\u001b[0m --> PRE vs POST Corr Diff: 0.53\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[95mSocInc_live alone\u001b[0m --> Diff: 0.53 (PRE: 0.19; POST: -0.34)\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[92mSex_REDEF\u001b[0m --> PRE vs POST Corr Diff: 0.40\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[92mSex_REDEF\u001b[0m --> Diff: 0.40 (PRE: 0.03; POST: -0.37)\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[92mOpiaceos_DxCIE_REDEF\u001b[0m --> PRE vs POST Corr Diff: 0.45\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[92mOpiaceos_DxCIE_REDEF\u001b[0m --> Diff: 0.45 (PRE: 0.06; POST: 0.51)\n",
"\u001b[92mFrec30_2-3 días‎/semana\u001b[0m --- \u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --> PRE vs POST Corr Diff: 0.54\n", "\u001b[92mFrec30_2-3 días‎/semana\u001b[0m & \u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --> Diff: 0.54 (PRE: 0.13; POST: 0.67)\n",
"\u001b[92mTx_previos_REDEF\u001b[0m --- \u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --> PRE vs POST Corr Diff: 0.48\n", "\u001b[92mTx_previos_REDEF\u001b[0m & \u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --> Diff: 0.48 (PRE: 0.08; POST: -0.40)\n",
"\n", "\n",
"\n", "\n",
"\n", "\n",
"\n", "\n",
"------SIT_TTO 2: ABANDONO-----\n", "------SIT_TTO 2: ABANDONO-----\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[95mEd_Secondary more technical education\u001b[0m --> PRE vs POST Corr Diff: 0.51\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[95mEd_Secondary more technical education\u001b[0m --> Diff: 0.51 (PRE: 0.32; POST: -0.18)\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[95mJobIn_Stable\u001b[0m --> PRE vs POST Corr Diff: 0.58\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[95mJobIn_Stable\u001b[0m --> Diff: 0.58 (PRE: -0.51; POST: 0.07)\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[95mJobIn_Unemployed\u001b[0m --> PRE vs POST Corr Diff: 0.44\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[95mJobIn_Unemployed\u001b[0m --> Diff: 0.44 (PRE: 0.49; POST: 0.05)\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[95mSocInc_Live with families or friends\u001b[0m --> PRE vs POST Corr Diff: 0.48\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[95mSocInc_Live with families or friends\u001b[0m --> Diff: 0.48 (PRE: -0.06; POST: 0.41)\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[95mSocInc_live alone\u001b[0m --> PRE vs POST Corr Diff: 0.50\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[95mSocInc_live alone\u001b[0m --> Diff: 0.50 (PRE: 0.22; POST: -0.28)\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[95mRisk_stigma_REDEF\u001b[0m --> PRE vs POST Corr Diff: 0.46\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[95mRisk_stigma_REDEF\u001b[0m --> Diff: 0.46 (PRE: -0.15; POST: 0.31)\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[92mOpiaceos_DxCIE_REDEF\u001b[0m --> PRE vs POST Corr Diff: 0.49\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[92mOpiaceos_DxCIE_REDEF\u001b[0m --> Diff: 0.49 (PRE: 0.07; POST: 0.55)\n",
"\u001b[92mFrec30_2-3 días‎/semana\u001b[0m --- \u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --> PRE vs POST Corr Diff: 0.44\n", "\u001b[92mFrec30_2-3 días‎/semana\u001b[0m & \u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --> Diff: 0.44 (PRE: 0.16; POST: 0.59)\n",
"\u001b[92mFrec30_Menos de 1 día‎/semana\u001b[0m --- \u001b[95mHous_Unstable\u001b[0m --> PRE vs POST Corr Diff: 0.41\n", "\u001b[92mFrec30_Menos de 1 día‎/semana\u001b[0m & \u001b[95mHous_Unstable\u001b[0m --> Diff: 0.41 (PRE: -0.39; POST: 0.02)\n",
"\u001b[92mTx_previos_REDEF\u001b[0m --- \u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --> PRE vs POST Corr Diff: 0.44\n", "\u001b[92mTx_previos_REDEF\u001b[0m & \u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --> Diff: 0.44 (PRE: 0.11; POST: -0.33)\n",
"\n", "\n",
"\n", "\n",
"\n", "\n",
"\n", "\n",
"------SIT_TTO 3: ALTA-----\n", "------SIT_TTO 3: ALTA-----\n",
"\u001b[95mHous_Stable\u001b[95m --- \u001b[95mEd_Secondary Education\u001b[0m --> PRE vs POST Corr Diff: 0.42\n", "\u001b[95mHous_Stable\u001b[95m & \u001b[95mEd_Secondary Education\u001b[0m --> Diff: 0.42 (PRE: 0.16; POST: -0.26)\n",
"\u001b[95mHous_Unstable\u001b[95m --- \u001b[95mEd_Secondary Education\u001b[0m --> PRE vs POST Corr Diff: 0.62\n", "\u001b[95mHous_Unstable\u001b[95m & \u001b[95mEd_Secondary Education\u001b[0m --> Diff: 0.62 (PRE: -0.16; POST: 0.46)\n",
"\u001b[95mHous_Unstable\u001b[95m --- \u001b[95mHous_Institutional\u001b[0m --> PRE vs POST Corr Diff: 0.42\n", "\u001b[95mHous_Unstable\u001b[95m & \u001b[95mHous_Institutional\u001b[0m --> Diff: 0.42 (PRE: -0.05; POST: 0.37)\n",
"\u001b[95mSocInc_live alone\u001b[95m --- \u001b[95mAlterations_early_childhood_develop_REDEF\u001b[0m --> PRE vs POST Corr Diff: 0.47\n", "\u001b[95mSocInc_live alone\u001b[95m & \u001b[95mAlterations_early_childhood_develop_REDEF\u001b[0m --> Diff: 0.47 (PRE: -0.25; POST: 0.22)\n",
"\u001b[92mOpiaceos_DxCIE_REDEF\u001b[0m --- \u001b[95mHous_Unstable\u001b[0m --> PRE vs POST Corr Diff: 0.53\n", "\u001b[92mOpiaceos_DxCIE_REDEF\u001b[0m & \u001b[95mHous_Unstable\u001b[0m --> Diff: 0.53 (PRE: 0.71; POST: 0.18)\n",
"\u001b[92mBZD_DxCIE_REDEF\u001b[0m --- \u001b[95mEd_Tertiary\u001b[0m --> PRE vs POST Corr Diff: 0.60\n", "\u001b[92mBZD_DxCIE_REDEF\u001b[0m & \u001b[95mEd_Tertiary\u001b[0m --> Diff: 0.60 (PRE: -0.23; POST: 0.38)\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[95mEd_Primary education\u001b[0m --> PRE vs POST Corr Diff: 0.61\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[95mEd_Primary education\u001b[0m --> Diff: 0.61 (PRE: 0.50; POST: -0.11)\n",
"\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m --- \u001b[95mJobIn_Non-stable\u001b[0m --> PRE vs POST Corr Diff: 0.54\n", "\u001b[92mAlucinogenos_DXCIE_REDEF\u001b[0m & \u001b[95mJobIn_Non-stable\u001b[0m --> Diff: 0.54 (PRE: 0.76; POST: 0.23)\n",
"\u001b[92mFrec30_Menos de 1 día‎/semana\u001b[0m --- \u001b[92mBZD_DxCIE_REDEF\u001b[0m --> PRE vs POST Corr Diff: 0.49\n", "\u001b[92mFrec30_Menos de 1 día‎/semana\u001b[0m & \u001b[92mBZD_DxCIE_REDEF\u001b[0m --> Diff: 0.49 (PRE: 0.27; POST: -0.23)\n",
"\u001b[92mFrec30_No consumio\u001b[0m --- \u001b[95mHous_Unstable\u001b[0m --> PRE vs POST Corr Diff: 0.45\n", "\u001b[92mFrec30_No consumio\u001b[0m & \u001b[95mHous_Unstable\u001b[0m --> Diff: 0.45 (PRE: -0.03; POST: 0.42)\n",
"\u001b[92mFrec30_No consumio\u001b[0m --- \u001b[92mBZD_DxCIE_REDEF\u001b[0m --> PRE vs POST Corr Diff: 0.55\n", "\u001b[92mFrec30_No consumio\u001b[0m & \u001b[92mBZD_DxCIE_REDEF\u001b[0m --> Diff: 0.55 (PRE: -0.08; POST: 0.48)\n",
"\u001b[92mOtrosDx_Psiquiatrico_REDEF\u001b[0m --- \u001b[95mHous_Unstable\u001b[0m --> PRE vs POST Corr Diff: 0.42\n", "\u001b[92mOtrosDx_Psiquiatrico_REDEF\u001b[0m & \u001b[95mHous_Unstable\u001b[0m --> Diff: 0.42 (PRE: -0.07; POST: 0.35)\n",
"\u001b[92mTx_previos_REDEF\u001b[0m --- \u001b[92mBZD_DxCIE_REDEF\u001b[0m --> PRE vs POST Corr Diff: 0.41\n" "\u001b[92mTx_previos_REDEF\u001b[0m & \u001b[92mBZD_DxCIE_REDEF\u001b[0m --> Diff: 0.41 (PRE: -0.28; POST: 0.12)\n"
] ]
} }
], ],
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