From b295eefb8b08b1e0fdef3f9cfc79d8905811fd6d Mon Sep 17 00:00:00 2001 From: Charlie Zhang Date: Thu, 4 Apr 2024 12:12:17 -0400 Subject: [PATCH] Add google search volume data for inflation. --- .../fiji/2014_Base_CPI_Release_Tables.xls | Bin 0 -> 530432 bytes notebooks/text/EPU-combined.ipynb | 467 ++++++------------ notebooks/text/GUI.ipynb | 131 +++++ outputs/text/fiji/fiji_google_volume.csv | 113 +++++ .../papua_new_guinea_google_volume.csv | 113 +++++ outputs/text/samoa/samoa_google_volume.csv | 113 +++++ .../solomon_islands_google_volume.csv | 113 +++++ .../text/vanuatu/vanuatu_google_volume.csv | 113 +++++ 8 files changed, 856 insertions(+), 307 deletions(-) create mode 100644 data/official_statistics/fiji/2014_Base_CPI_Release_Tables.xls create mode 100644 notebooks/text/GUI.ipynb create mode 100644 outputs/text/fiji/fiji_google_volume.csv create mode 100644 outputs/text/papua_new_guinea/papua_new_guinea_google_volume.csv create mode 100644 outputs/text/samoa/samoa_google_volume.csv create mode 100644 outputs/text/solomon_islands/solomon_islands_google_volume.csv create mode 100644 outputs/text/vanuatu/vanuatu_google_volume.csv diff --git a/data/official_statistics/fiji/2014_Base_CPI_Release_Tables.xls b/data/official_statistics/fiji/2014_Base_CPI_Release_Tables.xls new file mode 100644 index 0000000000000000000000000000000000000000..c9ad2a6751bb90302c162f72e006ca507281b89b GIT binary patch literal 530432 zcmeFa2Ut|c7e0I!5K&RVUU9_=3Ibxo0*D|ef(nYpf(WaiG${&3qb4y`6Qj{s6VvR` zSQ6AEwiIKDC6+{E)WmM=(O44YJLf(3F1vddVxHgkf1dC8Ki|Tzd(Y0DnfIM@&YYRK z_j2f<``P!`*ZWPed3949l_$j&6lV*01^R5zj@=aHcSnVCDU`3cSQC$=59cVQP{s?C zMmZ?TB}%E3v6$2U|N8$F1COaSzfr%?ui`|h93}4a@|0XCai3SDREd%+rOK45P^wCa zR6ud3RE<(~N;N3eq*RMiZAx`0)umLAQhiDdC^e+yL8%cXBc;ZaJSjDy)Ra;)O3f*? zpwyC*7bR~>tthpo8|LP-;slkWxEJ?J0Gj)R9srNYi3Z>MYQW&Kkl)@=RQ0hr3l2R0X0rZkRH4y9a5d6e=gji)q$QURqxN)stPOKB3N$&{X>G=sQRAs*upPH7Nkd-rbWLDPL 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countrydateepu_weightedepu_unweightedsentimentcpiinflation_epu_weightedinflation_epu_unweighted
0fiji2015-01-010.0000000.0000000.968600NaN0.0000000.000000
1fiji2015-02-010.0000000.0000000.796850NaN0.0000000.000000
2fiji2015-03-0111.15469456.7681330.940367NaN19.19697592.090747
3fiji2015-04-010.0000000.0000000.704729NaN0.0000000.000000
4fiji2015-05-0180.24988247.437027-0.101017NaN0.0000000.000000
...........................
534samoa2023-08-01126.60496888.2391370.766190132.895.38369568.206170
535samoa2023-09-01176.511491124.0560350.717623131.8142.481868102.740940
536samoa2023-10-01103.43895371.4924750.702316132.348.70656834.538444
537samoa2023-11-01150.670375104.5688690.739673132.4189.190800134.714261
538samoa2023-12-0182.49373558.3358740.894395132.0155.376155112.729642
\n", - "

539 rows × 8 columns

\n", - "" - ], - "text/plain": [ - " country date epu_weighted epu_unweighted sentiment cpi \\\n", - "0 fiji 2015-01-01 0.000000 0.000000 0.968600 NaN \n", - "1 fiji 2015-02-01 0.000000 0.000000 0.796850 NaN \n", - "2 fiji 2015-03-01 11.154694 56.768133 0.940367 NaN \n", - "3 fiji 2015-04-01 0.000000 0.000000 0.704729 NaN \n", - "4 fiji 2015-05-01 80.249882 47.437027 -0.101017 NaN \n", - ".. ... ... ... ... ... ... \n", - "534 samoa 2023-08-01 126.604968 88.239137 0.766190 132.8 \n", - "535 samoa 2023-09-01 176.511491 124.056035 0.717623 131.8 \n", - "536 samoa 2023-10-01 103.438953 71.492475 0.702316 132.3 \n", - "537 samoa 2023-11-01 150.670375 104.568869 0.739673 132.4 \n", - "538 samoa 2023-12-01 82.493735 58.335874 0.894395 132.0 \n", - "\n", - " inflation_epu_weighted inflation_epu_unweighted \n", - "0 0.000000 0.000000 \n", - "1 0.000000 0.000000 \n", - "2 19.196975 92.090747 \n", - "3 0.000000 0.000000 \n", - "4 0.000000 0.000000 \n", - ".. ... ... \n", - "534 95.383695 68.206170 \n", - "535 142.481868 102.740940 \n", - "536 48.706568 34.538444 \n", - "537 189.190800 134.714261 \n", - "538 155.376155 112.729642 \n", - "\n", - "[539 rows x 8 columns]" - ] - }, - "execution_count": 84, - "metadata": {}, - "output_type": "execute_result" - } - ], + "outputs": [], + "source": [ + "df[\"cpi\"] = pd.to_numeric(df[\"cpi\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 11, + "id": "5113c400", + "metadata": {}, + "outputs": [], "source": [ - "df" + "df.to_stata(\"pic_epu_cpi.dta\")" ] }, { "cell_type": "code", - "execution_count": 87, - "id": "5291257c", + "execution_count": 27, + "id": "8f55ae6b", "metadata": {}, "outputs": [ { @@ -309,102 +179,110 @@ "\n", "\n", "\n", - " \n", + " \n", "\n", "\n", - " \n", + " \n", "\n", "\n", - " \n", + " \n", "\n", "\n", - " \n", + " \n", "\n", "\n", - " \n", + " \n", "\n", "\n", - " \n", + " \n", "\n", "\n", - " \n", + " \n", "\n", "\n", - " \n", + " \n", "\n", "\n", - " \n", + " \n", "\n", "
OLS Regression Results
Dep. Variable: cpi R-squared: 0.631Dep. Variable: cpi R-squared: 0.757
Model: OLS Adj. R-squared: 0.627Model: OLS Adj. R-squared: 0.753
Method: Least Squares F-statistic: 162.1Method: Least Squares F-statistic: 189.5
Date: Tue, 02 Apr 2024 Prob (F-statistic): 3.21e-61Date: Thu, 04 Apr 2024 Prob (F-statistic): 1.45e-126
Time: 12:18:28 Log-Likelihood: -1123.0Time: 11:17:17 Log-Likelihood: -1575.7
No. Observations: 288 AIC: 2254.No. Observations: 434 AIC: 3167.
Df Residuals: 284 BIC: 2269.Df Residuals: 426 BIC: 3200.
Df Model: 3 Df Model: 7
Covariance Type: nonrobust Covariance Type: nonrobust
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coef std err t P>|t| [0.025 0.975] coef std err t P>|t| [0.025 0.975]
Intercept 112.2130 1.577 71.151 0.000 109.109 115.317Intercept 110.7337 0.982 112.814 0.000 108.804 112.663
C(country)[T.papua_new_guinea] 31.2723 1.771 17.657 0.000 27.786 34.758C(country)[T.papua_new_guinea] 35.8907 1.277 28.106 0.000 33.381 38.401
C(country)[T.samoa] -2.2791 1.803 -1.264 0.207 -5.828 1.269C(country)[T.samoa] -0.5116 1.296 -0.395 0.693 -3.059 2.036
C(country)[T.solomon_islands] 0 0 nan nan 0 0C(country)[T.solomon_islands] -2.4389 1.345 -1.814 0.070 -5.082 0.204
C(country)[T.vanuatu] 0 0 nan nan 0 0C(country)[T.vanuatu] 24.2508 1.745 13.895 0.000 20.820 27.681
epu_weighted 0.0129 0.006 2.315 0.021 0.002 0.024sentiment_z_score 14.5196 1.324 10.965 0.000 11.917 17.122
inflation_epu_weighted 0.0088 0.003 3.446 0.001 0.004 0.014
sentiment_z_score:inflation_epu_weighted -0.0097 0.006 -1.689 0.092 -0.021 0.002
\n", "\n", "\n", - " \n", + " \n", "\n", "\n", - " \n", + " \n", "\n", "\n", - " \n", + " \n", "\n", "\n", - " \n", + " \n", "\n", - "
Omnibus: 2.956 Durbin-Watson: 0.100Omnibus: 9.386 Durbin-Watson: 0.464
Prob(Omnibus): 0.228 Jarque-Bera (JB): 2.690Prob(Omnibus): 0.009 Jarque-Bera (JB): 10.448
Skew: 0.229 Prob(JB): 0.261Skew: 0.267 Prob(JB): 0.00538
Kurtosis: 3.123 Cond. No. infKurtosis: 3.540 Cond. No. 1.13e+03


Notes:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
[2] The smallest eigenvalue is 0. This might indicate that there are
strong multicollinearity problems or that the design matrix is singular." + "

Notes:
[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.
[2] The condition number is large, 1.13e+03. This might indicate that there are
strong multicollinearity or other numerical problems." ], "text/latex": [ "\\begin{center}\n", "\\begin{tabular}{lclc}\n", "\\toprule\n", - "\\textbf{Dep. Variable:} & cpi & \\textbf{ R-squared: } & 0.631 \\\\\n", - "\\textbf{Model:} & OLS & \\textbf{ Adj. R-squared: } & 0.627 \\\\\n", - "\\textbf{Method:} & Least Squares & \\textbf{ F-statistic: } & 162.1 \\\\\n", - "\\textbf{Date:} & Tue, 02 Apr 2024 & \\textbf{ Prob (F-statistic):} & 3.21e-61 \\\\\n", - "\\textbf{Time:} & 12:18:28 & \\textbf{ Log-Likelihood: } & -1123.0 \\\\\n", - "\\textbf{No. Observations:} & 288 & \\textbf{ AIC: } & 2254. \\\\\n", - "\\textbf{Df Residuals:} & 284 & \\textbf{ BIC: } & 2269. \\\\\n", - "\\textbf{Df Model:} & 3 & \\textbf{ } & \\\\\n", - "\\textbf{Covariance Type:} & nonrobust & \\textbf{ } & \\\\\n", + "\\textbf{Dep. Variable:} & cpi & \\textbf{ R-squared: } & 0.757 \\\\\n", + "\\textbf{Model:} & OLS & \\textbf{ Adj. R-squared: } & 0.753 \\\\\n", + "\\textbf{Method:} & Least Squares & \\textbf{ F-statistic: } & 189.5 \\\\\n", + "\\textbf{Date:} & Thu, 04 Apr 2024 & \\textbf{ Prob (F-statistic):} & 1.45e-126 \\\\\n", + "\\textbf{Time:} & 11:17:17 & \\textbf{ Log-Likelihood: } & -1575.7 \\\\\n", + "\\textbf{No. Observations:} & 434 & \\textbf{ AIC: } & 3167. \\\\\n", + "\\textbf{Df Residuals:} & 426 & \\textbf{ BIC: } & 3200. \\\\\n", + "\\textbf{Df Model:} & 7 & \\textbf{ } & \\\\\n", + "\\textbf{Covariance Type:} & nonrobust & \\textbf{ } & \\\\\n", "\\bottomrule\n", "\\end{tabular}\n", "\\begin{tabular}{lcccccc}\n", - " & \\textbf{coef} & \\textbf{std err} & \\textbf{t} & \\textbf{P$> |$t$|$} & \\textbf{[0.025} & \\textbf{0.975]} \\\\\n", + " & \\textbf{coef} & \\textbf{std err} & \\textbf{t} & \\textbf{P$> |$t$|$} & \\textbf{[0.025} & \\textbf{0.975]} \\\\\n", "\\midrule\n", - "\\textbf{Intercept} & 112.2130 & 1.577 & 71.151 & 0.000 & 109.109 & 115.317 \\\\\n", - "\\textbf{C(country)[T.papua\\_new\\_guinea]} & 31.2723 & 1.771 & 17.657 & 0.000 & 27.786 & 34.758 \\\\\n", - "\\textbf{C(country)[T.samoa]} & -2.2791 & 1.803 & -1.264 & 0.207 & -5.828 & 1.269 \\\\\n", - "\\textbf{C(country)[T.solomon\\_islands]} & 0 & 0 & nan & nan & 0 & 0 \\\\\n", - "\\textbf{C(country)[T.vanuatu]} & 0 & 0 & nan & nan & 0 & 0 \\\\\n", - "\\textbf{epu\\_weighted} & 0.0129 & 0.006 & 2.315 & 0.021 & 0.002 & 0.024 \\\\\n", + "\\textbf{Intercept} & 110.7337 & 0.982 & 112.814 & 0.000 & 108.804 & 112.663 \\\\\n", + "\\textbf{C(country)[T.papua\\_new\\_guinea]} & 35.8907 & 1.277 & 28.106 & 0.000 & 33.381 & 38.401 \\\\\n", + "\\textbf{C(country)[T.samoa]} & -0.5116 & 1.296 & -0.395 & 0.693 & -3.059 & 2.036 \\\\\n", + "\\textbf{C(country)[T.solomon\\_islands]} & -2.4389 & 1.345 & -1.814 & 0.070 & -5.082 & 0.204 \\\\\n", + "\\textbf{C(country)[T.vanuatu]} & 24.2508 & 1.745 & 13.895 & 0.000 & 20.820 & 27.681 \\\\\n", + "\\textbf{sentiment\\_z\\_score} & 14.5196 & 1.324 & 10.965 & 0.000 & 11.917 & 17.122 \\\\\n", + "\\textbf{inflation\\_epu\\_weighted} & 0.0088 & 0.003 & 3.446 & 0.001 & 0.004 & 0.014 \\\\\n", + "\\textbf{sentiment\\_z\\_score:inflation\\_epu\\_weighted} & -0.0097 & 0.006 & -1.689 & 0.092 & -0.021 & 0.002 \\\\\n", "\\bottomrule\n", "\\end{tabular}\n", "\\begin{tabular}{lclc}\n", - "\\textbf{Omnibus:} & 2.956 & \\textbf{ Durbin-Watson: } & 0.100 \\\\\n", - "\\textbf{Prob(Omnibus):} & 0.228 & \\textbf{ Jarque-Bera (JB): } & 2.690 \\\\\n", - "\\textbf{Skew:} & 0.229 & \\textbf{ Prob(JB): } & 0.261 \\\\\n", - "\\textbf{Kurtosis:} & 3.123 & \\textbf{ Cond. No. } & inf \\\\\n", + "\\textbf{Omnibus:} & 9.386 & \\textbf{ Durbin-Watson: } & 0.464 \\\\\n", + "\\textbf{Prob(Omnibus):} & 0.009 & \\textbf{ Jarque-Bera (JB): } & 10.448 \\\\\n", + "\\textbf{Skew:} & 0.267 & \\textbf{ Prob(JB): } & 0.00538 \\\\\n", + "\\textbf{Kurtosis:} & 3.540 & \\textbf{ Cond. No. } & 1.13e+03 \\\\\n", "\\bottomrule\n", "\\end{tabular}\n", "%\\caption{OLS Regression Results}\n", @@ -412,54 +290,60 @@ "\n", "Notes: \\newline\n", " [1] Standard Errors assume that the covariance matrix of the errors is correctly specified. \\newline\n", - " [2] The smallest eigenvalue is 0. This might indicate that there are \\newline\n", - " strong multicollinearity problems or that the design matrix is singular." + " [2] The condition number is large, 1.13e+03. This might indicate that there are \\newline\n", + " strong multicollinearity or other numerical problems." ], "text/plain": [ "\n", "\"\"\"\n", " OLS Regression Results \n", "==============================================================================\n", - "Dep. Variable: cpi R-squared: 0.631\n", - "Model: OLS Adj. R-squared: 0.627\n", - "Method: Least Squares F-statistic: 162.1\n", - "Date: Tue, 02 Apr 2024 Prob (F-statistic): 3.21e-61\n", - "Time: 12:18:28 Log-Likelihood: -1123.0\n", - "No. Observations: 288 AIC: 2254.\n", - "Df Residuals: 284 BIC: 2269.\n", - "Df Model: 3 \n", + "Dep. Variable: cpi R-squared: 0.757\n", + "Model: OLS Adj. R-squared: 0.753\n", + "Method: Least Squares F-statistic: 189.5\n", + "Date: Thu, 04 Apr 2024 Prob (F-statistic): 1.45e-126\n", + "Time: 11:17:17 Log-Likelihood: -1575.7\n", + "No. Observations: 434 AIC: 3167.\n", + "Df Residuals: 426 BIC: 3200.\n", + "Df Model: 7 \n", "Covariance Type: nonrobust \n", - "==================================================================================================\n", - " coef std err t P>|t| [0.025 0.975]\n", - "--------------------------------------------------------------------------------------------------\n", - "Intercept 112.2130 1.577 71.151 0.000 109.109 115.317\n", - "C(country)[T.papua_new_guinea] 31.2723 1.771 17.657 0.000 27.786 34.758\n", - "C(country)[T.samoa] -2.2791 1.803 -1.264 0.207 -5.828 1.269\n", - "C(country)[T.solomon_islands] 0 0 nan nan 0 0\n", - "C(country)[T.vanuatu] 0 0 nan nan 0 0\n", - "epu_weighted 0.0129 0.006 2.315 0.021 0.002 0.024\n", + "============================================================================================================\n", + " coef std err t P>|t| [0.025 0.975]\n", + "------------------------------------------------------------------------------------------------------------\n", + "Intercept 110.7337 0.982 112.814 0.000 108.804 112.663\n", + "C(country)[T.papua_new_guinea] 35.8907 1.277 28.106 0.000 33.381 38.401\n", + "C(country)[T.samoa] -0.5116 1.296 -0.395 0.693 -3.059 2.036\n", + "C(country)[T.solomon_islands] -2.4389 1.345 -1.814 0.070 -5.082 0.204\n", + "C(country)[T.vanuatu] 24.2508 1.745 13.895 0.000 20.820 27.681\n", + "sentiment_z_score 14.5196 1.324 10.965 0.000 11.917 17.122\n", + "inflation_epu_weighted 0.0088 0.003 3.446 0.001 0.004 0.014\n", + "sentiment_z_score:inflation_epu_weighted -0.0097 0.006 -1.689 0.092 -0.021 0.002\n", "==============================================================================\n", - "Omnibus: 2.956 Durbin-Watson: 0.100\n", - "Prob(Omnibus): 0.228 Jarque-Bera (JB): 2.690\n", - "Skew: 0.229 Prob(JB): 0.261\n", - "Kurtosis: 3.123 Cond. No. inf\n", + "Omnibus: 9.386 Durbin-Watson: 0.464\n", + "Prob(Omnibus): 0.009 Jarque-Bera (JB): 10.448\n", + "Skew: 0.267 Prob(JB): 0.00538\n", + "Kurtosis: 3.540 Cond. No. 1.13e+03\n", "==============================================================================\n", "\n", "Notes:\n", "[1] Standard Errors assume that the covariance matrix of the errors is correctly specified.\n", - "[2] The smallest eigenvalue is 0. This might indicate that there are\n", - "strong multicollinearity problems or that the design matrix is singular.\n", + "[2] The condition number is large, 1.13e+03. This might indicate that there are\n", + "strong multicollinearity or other numerical problems.\n", "\"\"\"" ] }, - "execution_count": 87, + "execution_count": 27, "metadata": {}, "output_type": "execute_result" } ], "source": [ "import statsmodels.formula.api as smf\n", - "smf.ols(\"cpi~C(country) + epu_weighted\", data=df).fit().summary()" + "\n", + "res = smf.ols(\n", + " \"cpi~C(country) + sentiment_z_score + inflation_epu_weighted + sentiment_z_score * inflation_epu_weighted\",\n", + " data=df)\n", + "res.fit().summary()" ] }, { @@ -478,37 +362,6 @@ " temp[\"country\"] = country_name\n", " epu_df = pd.concat([epu_df, temp], axis=0).reset_index(drop=True)" ] - }, - { - "cell_type": "code", - "execution_count": 4, - "id": "ac0cd12c", - "metadata": {}, - "outputs": [], - "source": [ - "sentiment_df = pd.DataFrame()\n", - "for file in sentiment_files:\n", - " country_name = file.split(\"/\")[-1].replace(\"_sentiment.csv\", \"\")\n", - " df = pd.read_csv(file).drop(\"Unnamed: 0\", axis=1)\n", - " df[\"date\"] = pd.to_datetime(df[\"date\"])\n", - " temp = df[[\"date\", \"score\"]].rename({\"score\": \"sentiment\"}, axis=1)\n", - " temp[\"country\"] = country_name\n", - " sentiment_df = pd.concat([sentiment_df, temp], axis=0).reset_index(drop=True)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "id": "b8efbe9c", - "metadata": {}, - "outputs": [], - "source": [ - "combined_df = epu_df.merge(sentiment_df, how=\"outer\", on=[\"country\", \"date\"])\n", - "combined_df = combined_df[[\n", - " \"country\", \"date\", \"epu_weighted\", \"epu_unweighted\", \"sentiment\"\n", - "]]\n", - "combined_df.to_csv(\"epu_macro.csv\", encoding=\"utf-8\")" - ] } ], "metadata": { diff --git a/notebooks/text/GUI.ipynb b/notebooks/text/GUI.ipynb new file mode 100644 index 0000000..3b682d6 --- /dev/null +++ b/notebooks/text/GUI.ipynb @@ -0,0 +1,131 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": 1, + "id": "2c2dd979", + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "True" + ] + }, + "execution_count": 1, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "import os\n", + "import sys\n", + "\n", + "sys.path.insert(0, \"../../\")\n", + "\n", + "import numpy as np\n", + "import pandas as pd\n", + "import matplotlib.pyplot as plt\n", + "import seaborn as sns\n", + "from statsmodels.tsa.api import ARDL, VAR\n", + "from statsmodels.tsa.ardl import ardl_select_order\n", + "from sklearn.decomposition import PCA\n", + "from src.text.epu import EPU\n", + "from src.text.gui import DrawTopics\n", + "from src.tourism.ts_utils import get_adf_df\n", + "from src.google_trends import GT\n", + "from dotenv import load_dotenv\n", + "\n", + "load_dotenv()" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "id": "0e40f629", + "metadata": {}, + "outputs": [], + "source": [ + "output_folder = sys.path[0] + \"outputs/text/\"\n", + "\n", + "country_name = [\n", + " \"samoa\", \"papua_new_guinea\", \"fiji\", \"vanuatu\", \"solomon_islands\"\n", + "]\n", + "\n", + "country_iso = [\n", + " \"WS\", \"PG\", \"FJ\", \"VU\", \"SB\"\n", + "]\n", + "\n", + "inflation_prompts = [\n", + " \"inflation\", \"CPI\", \"food price\", \"purchasing power\", \"price\"\n", + "]\n", + "GoogleAPIkey = os.getenv(\"GoogleAPIkey\")\n", + "gt = GT(GoogleAPIkey)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "id": "2724bc3b", + "metadata": {}, + "outputs": [], + "source": [ + "for name, iso in zip(country_name, country_iso):\n", + "\n", + " dnx = DrawTopics(inflation_prompts, iso, gt)\n", + " dnx.trends_to_nx_object()\n", + " words_df = dnx.result\n", + " inflation_words = words_df[words_df.volume >= 5][\"target\"].unique().tolist()\n", + "\n", + "\n", + " local_trends = pd.DataFrame()\n", + " for word in inflation_words:\n", + " r = gt.get_graph(word, iso, \"2015-01\")\n", + " r_df = gt.to_df(r)\n", + " r_df = (r_df.drop(\"term\", axis=1).rename({\"value\": word.replace(\" \", \"_\")}, axis=1))\n", + " if local_trends.empty:\n", + " local_trends = r_df\n", + " else:\n", + " local_trends = local_trends.merge(r_df, how=\"left\", on=\"date\")\n", + " \n", + " cols = local_trends.columns[~local_trends.columns.isin([\"date\"])]\n", + " local_trends[\"trends\"] = local_trends[cols].sum(axis=1)\n", + " local_trends.to_csv(f\"{output_folder}{name}/{name}_google_volume.csv\", encoding=\"utf-8\")" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "po", + "language": "python", + "name": "po" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.0" + }, + "toc": { + "base_numbering": 1, + "nav_menu": {}, + "number_sections": true, + "sideBar": true, + "skip_h1_title": false, + "title_cell": "Table of Contents", + "title_sidebar": "Contents", + "toc_cell": false, + "toc_position": {}, + "toc_section_display": true, + "toc_window_display": false + } + }, + "nbformat": 4, + "nbformat_minor": 5 +} diff --git a/outputs/text/fiji/fiji_google_volume.csv b/outputs/text/fiji/fiji_google_volume.csv new file mode 100644 index 0000000..160054d --- /dev/null +++ b/outputs/text/fiji/fiji_google_volume.csv @@ -0,0 +1,113 @@ +,inflation,date,application_software,inflation_rate,form,economy,rate,economics,government,system,unemployment,interest,consumer_price_index,calculation,gross_domestic_product,price,formula,consumer,index,gdp_deflator,cost,food,food_prices,staple_food,sugar,purchasing_power,purchasing,purchasing_power_parity,definition,theory,income,exchange_rate,interest_rate,money,"purchasing_power,_llc",value-added_tax,constraint,market,goods,cash,samsung,iphone,trends +0,0,2015-01-01,0,0,51,18,44,33,41,48,0,42,0,43,0,32,20,25,35,0,38,44,0,0,50,0,0,0,30,30,29,71,0,50,0,0,0,36,0,42,77,82,1011 +1,0,2015-02-01,0,0,44,31,50,89,48,81,25,56,0,0,0,30,19,49,16,0,47,60,0,0,71,0,0,0,60,70,40,45,0,59,0,0,0,51,43,23,74,64,1245 +2,0,2015-03-01,0,0,48,38,59,58,48,98,0,46,0,99,0,32,65,65,20,0,54,73,0,0,64,100,0,0,67,76,54,47,0,43,0,0,0,49,50,37,80,56,1526 +3,0,2015-04-01,0,0,34,40,61,50,48,70,35,57,0,54,0,33,59,36,20,0,54,52,0,0,58,0,0,0,71,66,52,71,42,38,0,0,0,71,0,34,80,62,1348 +4,0,2015-05-01,50,0,35,53,64,51,38,82,32,50,0,84,0,31,60,24,26,0,55,73,0,0,75,0,0,0,89,60,39,59,0,64,0,0,0,65,25,66,73,58,1481 +5,6,2015-06-01,100,0,38,32,54,37,38,84,29,48,0,51,0,30,47,29,29,0,68,64,0,0,55,0,0,0,77,65,47,66,0,48,0,0,0,63,53,47,71,60,1436 +6,0,2015-07-01,0,0,35,30,70,41,38,77,32,38,0,36,0,34,44,45,38,0,47,66,0,0,69,0,50,0,68,53,26,65,0,57,0,0,0,65,40,43,69,59,1335 +7,3,2015-08-01,0,0,36,33,53,79,35,79,38,49,0,53,0,36,52,87,42,0,64,63,0,0,61,0,0,0,77,65,33,61,0,36,0,100,0,63,54,38,73,74,1537 +8,5,2015-09-01,0,0,37,41,71,56,41,83,0,56,0,59,0,39,55,0,27,0,73,63,0,100,76,0,100,0,83,56,34,90,0,49,0,0,0,75,30,51,81,80,1611 +9,4,2015-10-01,0,0,39,42,68,45,38,70,36,51,0,78,0,32,58,73,30,0,72,68,0,0,68,0,0,0,90,58,56,74,0,54,0,0,0,69,72,41,73,61,1520 +10,4,2015-11-01,0,0,44,34,67,39,43,53,0,43,0,36,0,38,39,0,30,88,53,52,0,0,45,0,0,0,73,58,45,77,58,52,0,0,0,53,51,29,79,68,1351 +11,0,2015-12-01,0,0,44,18,51,0,27,32,0,29,0,0,0,38,18,27,38,0,47,41,0,70,52,0,0,0,48,21,27,100,0,45,0,0,0,55,0,26,99,77,1030 +12,0,2016-01-01,0,0,35,16,45,38,31,39,0,18,0,41,0,32,20,45,22,0,41,54,0,0,40,0,0,0,51,28,52,69,0,50,0,0,0,44,39,35,83,65,1033 +13,0,2016-02-01,0,0,43,39,48,48,57,73,0,30,0,44,0,25,39,50,16,0,46,71,0,0,54,0,0,0,76,48,56,51,0,49,0,0,0,40,0,35,79,68,1185 +14,0,2016-03-01,0,0,46,35,64,78,40,75,0,55,0,59,0,34,44,61,14,0,54,84,0,0,38,0,0,0,94,71,53,66,0,51,0,0,0,66,39,38,92,70,1421 +15,4,2016-04-01,0,0,41,48,54,68,42,65,42,45,0,58,0,32,50,69,29,0,43,53,0,0,60,0,0,0,89,56,53,53,0,41,0,0,67,71,34,48,77,57,1449 +16,3,2016-05-01,0,0,41,27,65,25,49,76,0,46,0,60,0,35,52,40,22,0,52,58,0,0,53,0,0,0,100,63,36,79,50,55,0,0,0,65,31,48,76,52,1359 +17,0,2016-06-01,0,54,38,25,67,37,41,68,19,39,0,53,100,34,52,42,42,0,50,51,0,0,43,0,0,0,95,69,45,66,0,60,0,0,0,51,43,40,86,57,1467 +18,0,2016-07-01,0,0,32,38,56,42,37,72,31,48,0,52,0,32,41,43,14,0,49,65,0,0,60,0,0,0,77,49,46,69,0,48,0,0,0,41,60,35,87,58,1282 +19,0,2016-08-01,0,100,36,46,43,48,37,68,0,37,0,51,0,29,39,40,0,0,59,59,83,0,53,0,0,0,82,60,22,58,43,42,0,0,0,59,37,42,86,60,1419 +20,0,2016-09-01,0,0,38,39,65,62,46,68,0,47,0,76,0,40,58,29,21,0,58,67,0,0,56,0,0,0,86,55,53,55,0,43,0,0,0,61,41,39,90,80,1373 +21,0,2016-10-01,0,0,36,25,61,53,40,55,21,61,0,39,0,33,54,39,33,0,58,62,0,0,50,0,0,0,79,63,50,50,41,48,0,0,0,48,57,44,78,59,1337 +22,0,2016-11-01,0,0,35,36,48,22,28,48,0,39,0,33,0,34,34,0,35,0,37,50,0,0,34,0,0,0,68,42,27,65,0,52,0,0,0,66,25,50,73,66,1047 +23,3,2016-12-01,0,0,35,0,48,0,20,24,0,21,0,64,0,33,20,29,29,0,31,42,0,0,33,0,0,0,45,20,14,60,0,41,0,0,0,46,0,32,96,68,854 +24,0,2017-01-01,0,0,43,30,47,51,35,42,27,70,0,61,0,33,35,41,18,0,46,60,0,0,46,0,0,0,58,25,63,66,0,51,0,0,0,53,0,45,78,65,1189 +25,0,2017-02-01,0,0,40,45,42,57,42,74,0,50,0,68,0,36,53,76,23,0,47,75,0,0,57,0,85,0,87,66,42,42,0,54,0,0,0,76,41,43,77,63,1461 +26,0,2017-03-01,0,0,46,36,62,56,46,82,0,57,0,73,0,37,79,77,21,0,65,79,0,0,63,0,81,0,99,75,57,52,0,57,0,0,0,79,57,57,85,51,1629 +27,0,2017-04-01,0,0,39,32,62,35,42,84,27,42,0,51,0,32,58,56,24,0,47,68,0,0,88,0,65,0,85,74,32,63,0,50,0,0,0,78,56,50,76,60,1476 +28,0,2017-05-01,46,0,39,29,58,43,33,86,25,40,0,75,0,35,66,42,31,0,45,75,0,0,57,0,0,0,89,64,43,55,0,56,0,0,0,58,35,39,78,56,1398 +29,0,2017-06-01,0,0,31,31,60,43,34,64,0,43,0,51,0,33,56,46,35,0,62,57,0,0,55,0,0,0,81,47,41,71,0,45,0,0,0,48,38,41,82,56,1251 +30,5,2017-07-01,0,0,32,62,66,30,39,64,0,37,0,52,0,37,54,43,30,0,67,70,94,0,75,0,0,0,73,54,58,88,0,50,0,0,0,50,51,36,73,66,1456 +31,4,2017-08-01,0,0,37,75,64,41,44,75,35,48,0,38,0,35,63,43,38,0,74,68,0,0,70,0,0,0,76,50,33,65,41,58,0,0,0,70,67,59,83,68,1522 +32,4,2017-09-01,0,0,38,54,71,37,51,70,36,50,0,45,0,38,63,0,33,0,80,81,0,0,53,0,0,0,77,60,39,51,41,56,0,0,0,76,48,28,86,91,1457 +33,4,2017-10-01,0,0,40,34,81,61,31,76,37,55,0,0,0,41,74,56,66,0,78,67,0,0,65,0,0,0,82,74,37,83,34,62,0,0,0,79,54,49,75,65,1560 +34,4,2017-11-01,0,0,38,44,58,25,32,55,0,52,0,55,0,43,39,79,34,0,61,52,0,0,49,0,0,0,60,34,38,64,0,63,0,0,0,60,34,44,80,82,1279 +35,0,2017-12-01,0,0,35,29,49,0,29,33,0,20,0,0,0,47,19,39,48,0,41,49,0,0,50,0,0,85,31,27,33,62,0,44,0,0,0,39,0,34,100,82,1025 +36,3,2018-01-01,0,0,49,34,47,69,43,46,0,32,0,0,0,45,41,88,38,0,53,63,0,0,60,0,0,0,54,27,59,57,38,54,0,0,0,58,0,28,81,84,1251 +37,0,2018-02-01,0,0,43,38,52,71,38,80,0,41,0,75,0,39,40,39,44,0,56,71,0,0,67,0,0,0,72,48,45,56,49,43,0,0,0,59,53,50,70,60,1399 +38,4,2018-03-01,0,0,41,52,71,54,41,84,41,55,0,44,0,41,69,64,46,0,58,70,0,0,65,0,40,0,73,75,42,56,44,51,0,0,100,82,33,46,68,53,1663 +39,0,2018-04-01,0,0,51,43,52,57,43,83,28,44,0,72,0,37,50,70,60,0,69,59,0,0,63,0,41,0,71,61,40,44,71,46,0,0,0,75,63,44,72,63,1572 +40,5,2018-05-01,0,0,45,54,70,51,53,78,0,66,0,70,0,47,69,29,59,0,71,70,0,0,67,0,0,0,70,66,42,59,0,52,0,0,0,78,49,50,74,67,1511 +41,3,2018-06-01,0,0,36,31,50,34,37,59,0,43,0,0,0,43,38,56,51,0,43,73,0,0,49,0,0,0,54,47,45,41,0,55,0,0,0,80,36,42,72,58,1176 +42,0,2018-07-01,0,0,42,58,58,60,41,63,0,46,0,75,0,43,58,43,72,0,45,66,0,0,50,0,0,0,55,50,30,55,0,46,0,0,0,44,46,35,82,60,1323 +43,4,2018-08-01,0,0,42,69,76,64,36,66,42,52,0,58,0,44,50,68,50,0,65,62,0,0,55,0,0,0,63,72,37,70,34,49,0,0,0,78,43,51,78,62,1540 +44,4,2018-09-01,0,0,42,53,68,44,41,78,33,51,0,66,0,41,65,58,55,0,79,70,0,0,55,0,0,0,58,41,43,77,34,57,0,0,0,61,50,47,69,66,1506 +45,3,2018-10-01,0,0,38,43,79,34,39,68,19,70,0,82,68,41,81,53,82,0,72,61,0,0,67,0,55,0,64,59,47,75,58,65,100,0,0,83,41,58,60,49,1814 +46,0,2018-11-01,0,0,50,28,61,35,40,49,0,32,0,0,0,48,39,31,66,0,49,49,0,0,51,0,0,0,42,33,12,80,0,58,0,0,0,42,27,43,85,64,1114 +47,0,2018-12-01,0,0,52,27,55,26,28,32,0,35,0,0,0,54,14,60,62,0,41,53,90,0,52,0,0,0,25,14,17,60,0,50,0,0,0,78,26,43,85,72,1151 +48,0,2019-01-01,0,0,60,48,56,55,44,51,0,31,0,0,0,43,29,43,81,0,52,68,0,0,50,0,0,0,38,21,50,54,0,59,0,0,0,60,32,38,86,68,1217 +49,0,2019-02-01,0,0,55,60,59,87,50,83,0,26,0,43,0,41,53,74,74,0,65,76,0,0,66,0,0,0,69,59,55,56,0,58,0,0,0,55,42,36,72,45,1459 +50,4,2019-03-01,44,0,49,54,76,63,54,90,0,73,0,34,0,47,75,83,74,0,62,79,0,0,67,0,0,0,65,100,65,85,38,56,0,0,0,94,39,40,66,59,1735 +51,0,2019-04-01,0,0,48,48,87,53,46,84,0,64,0,59,0,47,63,83,100,0,62,65,0,0,56,0,62,0,63,71,72,65,52,50,0,0,0,86,72,60,73,54,1745 +52,4,2019-05-01,0,0,47,67,81,80,48,85,35,54,0,54,0,53,74,56,86,0,71,66,0,0,55,0,0,0,64,85,63,74,83,47,0,0,0,94,70,67,95,55,1813 +53,0,2019-06-01,0,0,38,71,68,38,43,56,0,58,0,52,0,48,61,55,72,0,55,72,0,0,55,0,0,0,44,31,38,62,0,62,0,0,0,62,33,40,85,48,1347 +54,0,2019-07-01,0,0,46,60,53,68,36,66,24,54,0,85,87,52,62,56,55,0,59,64,0,0,64,0,0,0,45,56,37,60,50,57,0,0,0,71,32,48,89,62,1598 +55,0,2019-08-01,0,0,42,67,70,47,43,67,0,48,0,58,0,52,75,57,31,0,78,71,0,0,59,0,0,0,49,65,51,57,0,61,0,0,0,68,41,38,80,57,1432 +56,3,2019-09-01,0,0,50,58,78,56,48,73,49,60,0,73,0,52,67,47,43,0,85,94,0,0,76,0,0,0,53,64,42,65,53,62,0,0,0,77,59,38,69,75,1669 +57,4,2019-10-01,0,0,54,49,83,56,44,73,0,56,0,81,0,48,75,64,60,100,79,65,0,0,61,0,0,0,49,53,46,80,0,52,0,0,0,80,59,44,78,69,1662 +58,0,2019-11-01,0,0,53,34,63,30,31,44,0,42,0,42,0,59,50,54,49,0,71,59,0,0,53,0,0,0,32,28,22,79,0,59,0,0,0,57,31,42,85,70,1239 +59,0,2019-12-01,0,0,44,32,47,17,22,27,0,52,0,35,0,52,32,50,44,0,65,54,0,0,46,0,0,0,20,17,31,51,0,56,0,0,0,50,0,28,84,77,1033 +60,0,2020-01-01,0,0,51,45,63,57,43,45,0,51,0,48,0,47,32,63,48,0,66,61,0,0,58,0,0,0,31,17,47,80,0,65,0,0,0,60,20,28,74,65,1265 +61,0,2020-02-01,0,0,57,72,69,72,51,85,22,55,0,0,0,51,58,73,44,0,65,92,0,0,49,0,0,0,53,70,50,54,0,71,0,0,0,62,30,38,72,54,1469 +62,0,2020-03-01,0,0,48,55,74,31,70,77,43,43,0,45,0,47,64,47,51,0,60,93,100,0,49,0,0,0,53,78,45,67,29,61,0,0,0,69,43,48,69,55,1614 +63,0,2020-04-01,0,0,53,71,63,46,59,66,100,52,0,49,0,51,50,90,46,0,53,97,0,0,77,0,0,0,46,70,48,53,38,73,0,0,0,68,53,35,75,56,1638 +64,3,2020-05-01,0,0,53,96,75,60,76,100,58,73,0,70,0,61,82,100,40,0,85,100,0,42,100,0,47,0,57,69,66,53,65,69,0,0,0,86,83,66,90,55,2080 +65,4,2020-06-01,0,0,56,90,91,53,84,94,49,100,0,100,0,58,94,65,53,0,100,78,0,0,75,0,0,0,55,76,67,69,100,69,0,0,0,100,100,100,88,55,2123 +66,0,2020-07-01,0,0,53,100,61,23,67,61,30,44,0,64,66,64,56,89,47,0,58,85,0,0,93,0,0,0,44,25,50,60,0,60,0,0,0,61,86,36,89,53,1625 +67,0,2020-08-01,0,0,47,97,59,49,62,84,32,51,0,66,0,57,75,90,41,0,74,86,0,0,72,0,0,0,46,77,67,49,38,59,0,0,0,70,86,60,77,55,1726 +68,6,2020-09-01,0,0,50,69,71,53,53,78,30,65,0,58,0,57,79,91,46,0,71,77,0,0,85,0,49,100,41,69,42,45,0,57,0,0,0,77,75,33,84,51,1762 +69,4,2020-10-01,0,0,45,73,58,34,55,77,35,64,0,71,0,51,80,54,35,0,58,93,0,0,73,0,0,0,43,54,40,40,0,64,0,0,0,60,46,40,66,56,1469 +70,0,2020-11-01,0,0,43,48,53,74,40,67,0,59,0,74,0,60,78,77,39,0,64,75,0,0,63,0,0,0,42,44,36,46,0,62,0,0,0,70,58,44,69,57,1442 +71,0,2020-12-01,0,58,40,16,41,39,34,30,0,36,0,31,0,58,28,57,31,0,54,50,0,0,61,0,0,0,23,15,28,33,0,52,0,0,0,48,0,28,75,59,1025 +72,0,2021-01-01,0,0,60,36,47,32,41,42,31,45,0,42,0,60,17,57,28,0,56,59,0,0,79,0,0,0,26,20,47,47,0,65,0,0,0,43,0,28,84,66,1158 +73,0,2021-02-01,0,0,57,77,39,45,50,64,23,66,0,36,0,64,15,53,32,0,62,73,0,0,83,0,0,0,34,23,43,41,0,74,0,0,0,54,42,53,100,61,1364 +74,5,2021-03-01,0,0,54,61,61,63,58,99,27,57,0,53,0,59,63,84,33,0,53,78,0,0,88,0,38,0,49,56,58,42,66,76,0,0,0,56,50,48,71,53,1659 +75,5,2021-04-01,0,0,45,56,51,33,64,70,37,50,0,47,0,56,77,42,31,0,67,60,0,0,61,0,0,0,38,58,40,39,0,78,0,0,0,59,39,63,90,53,1409 +76,0,2021-05-01,0,0,45,48,47,24,76,59,60,36,0,47,0,53,50,41,44,0,63,69,0,0,91,0,0,0,30,58,34,19,0,74,0,0,0,60,40,77,86,51,1382 +77,0,2021-06-01,0,0,45,54,53,41,71,70,37,45,0,49,0,59,63,58,15,0,66,75,0,0,84,0,61,0,33,57,37,32,39,68,0,0,0,55,70,82,95,60,1574 +78,0,2021-07-01,0,0,46,42,54,42,78,63,27,44,0,26,0,68,48,42,24,0,56,76,0,0,76,0,0,0,30,28,37,21,0,78,0,0,0,49,56,88,98,63,1360 +79,0,2021-08-01,0,0,60,64,53,14,98,64,65,47,0,37,0,76,56,46,28,0,53,78,0,0,74,0,0,0,32,47,49,34,0,61,0,0,0,54,33,84,94,64,1465 +80,0,2021-09-01,0,0,66,53,61,48,84,76,47,59,0,30,0,65,82,58,26,0,62,82,0,0,92,0,50,0,32,60,55,39,34,81,0,0,0,61,84,93,82,69,1731 +81,3,2021-10-01,0,0,60,66,55,39,91,81,56,65,0,75,0,62,78,83,30,0,65,89,0,0,84,0,0,0,30,39,68,41,39,73,0,0,0,55,69,76,81,67,1720 +82,4,2021-11-01,0,0,65,47,72,41,66,77,29,66,0,63,0,62,87,57,41,0,71,76,0,0,56,0,0,0,28,25,42,39,34,72,0,0,0,50,61,74,81,64,1550 +83,0,2021-12-01,0,0,53,34,49,38,52,37,51,34,0,39,0,67,39,38,23,0,54,59,0,0,60,0,0,0,18,26,25,52,0,77,0,0,0,43,0,49,77,75,1169 +84,0,2022-01-01,0,0,71,43,69,27,56,48,0,55,0,36,0,70,38,51,24,0,71,70,0,0,76,0,0,0,27,17,31,67,34,73,0,0,0,49,37,49,84,78,1351 +85,5,2022-02-01,0,43,78,47,78,65,58,71,0,54,0,25,0,72,77,80,27,0,74,87,0,0,92,0,38,0,30,32,35,71,0,78,70,0,0,53,55,65,93,79,1732 +86,4,2022-03-01,0,0,81,59,83,54,53,68,31,63,0,56,0,79,68,52,28,0,79,76,0,0,70,0,0,0,30,28,40,77,47,70,0,0,0,45,42,55,82,70,1590 +87,2,2022-04-01,0,0,70,72,87,100,61,88,24,73,0,58,0,70,80,67,38,0,86,73,0,0,62,0,35,0,39,87,92,66,61,74,0,0,41,79,53,59,79,63,1939 +88,5,2022-05-01,0,0,73,94,91,70,60,97,43,75,0,42,0,75,85,90,39,0,85,89,0,0,72,0,0,0,38,74,74,50,30,71,0,0,0,77,58,64,71,64,1856 +89,7,2022-06-01,0,0,71,95,92,67,58,83,45,84,0,81,0,71,95,72,30,0,84,97,0,0,68,0,0,0,37,60,60,71,44,70,0,0,0,82,64,56,74,62,1880 +90,5,2022-07-01,0,0,65,70,88,60,53,66,18,70,0,62,0,76,69,58,23,0,78,83,0,0,79,0,29,0,30,36,56,64,0,91,0,0,0,70,44,55,83,76,1657 +91,52,2022-08-01,36,0,94,70,73,58,87,91,23,56,0,47,0,68,78,41,29,0,66,89,0,0,76,0,29,0,31,41,54,59,24,72,0,0,0,65,52,54,79,75,1769 +92,100,2022-09-01,0,0,100,80,83,44,100,92,31,64,0,44,0,69,78,50,32,0,78,91,0,0,90,0,0,0,32,64,49,60,38,68,0,0,0,73,83,64,67,82,1906 +93,16,2022-10-01,0,0,68,61,76,42,47,70,28,46,0,46,0,66,64,44,35,0,74,75,0,0,76,0,0,0,26,28,49,59,0,70,0,0,0,76,59,33,66,80,1480 +94,7,2022-11-01,33,0,67,64,92,60,52,80,37,77,0,76,0,74,97,48,31,0,73,85,0,0,76,0,28,0,34,59,56,77,51,85,0,0,0,82,66,59,63,73,1862 +95,3,2022-12-01,0,0,54,36,61,25,63,45,20,35,0,26,0,69,41,43,15,0,68,56,0,0,51,0,0,0,15,20,19,57,24,67,0,0,0,49,29,37,72,93,1193 +96,4,2023-01-01,0,0,80,30,80,15,71,38,16,57,0,35,0,80,28,36,30,0,73,71,0,0,76,0,0,0,16,19,53,69,45,76,0,0,0,59,32,46,85,89,1409 +97,2,2023-02-01,50,0,75,47,80,94,63,65,0,62,0,60,0,68,48,33,20,0,75,71,0,0,61,0,0,0,29,31,100,78,38,64,0,0,0,51,35,41,67,78,1586 +98,3,2023-03-01,0,0,64,53,83,64,56,92,20,69,0,65,0,68,89,83,28,0,78,82,0,0,67,0,0,0,35,63,74,80,45,67,0,0,0,80,73,60,63,78,1782 +99,4,2023-04-01,0,31,59,44,91,54,50,72,15,73,0,56,0,77,65,51,26,0,79,87,0,0,78,0,38,0,27,38,51,69,62,68,0,0,0,58,62,47,63,74,1669 +100,3,2023-05-01,0,0,63,38,91,31,47,65,22,57,0,66,0,74,76,60,25,0,81,85,0,0,83,0,0,0,25,37,52,71,30,67,0,0,0,60,39,45,77,73,1543 +101,0,2023-06-01,0,0,64,49,98,33,55,76,0,97,0,84,0,79,100,46,23,0,68,85,0,29,75,0,35,0,30,34,59,84,59,93,0,0,0,51,49,58,76,76,1765 +102,2,2023-07-01,0,0,63,37,89,48,38,49,19,41,0,65,0,82,67,45,24,0,73,76,0,0,53,0,0,0,22,19,52,93,25,89,0,0,0,51,28,52,80,77,1459 +103,0,2023-08-01,0,0,64,47,100,45,47,67,24,61,0,88,0,85,73,63,25,0,80,73,0,0,55,0,0,0,24,31,51,98,37,100,0,0,0,77,56,48,71,69,1659 +104,3,2023-09-01,0,0,59,32,79,34,42,54,26,58,0,36,0,83,65,58,25,0,76,71,0,0,77,0,38,0,20,27,41,60,29,91,0,0,0,69,55,54,71,95,1528 +105,3,2023-10-01,0,62,63,35,80,24,51,65,31,57,0,50,0,69,70,59,22,0,65,87,0,0,81,0,43,0,24,26,45,62,43,75,0,0,0,67,59,51,66,70,1605 +106,6,2023-11-01,0,0,77,33,81,45,45,53,22,77,0,58,0,81,73,17,25,0,77,77,0,0,67,0,31,0,24,26,48,71,0,70,0,0,0,60,42,55,69,85,1495 +107,0,2023-12-01,0,0,48,17,72,0,29,30,0,42,0,0,0,100,23,29,0,0,70,60,0,0,58,0,0,0,11,8,34,77,24,81,0,0,0,51,21,28,84,98,1095 +108,2,2024-01-01,0,0,71,25,79,19,36,36,0,54,0,43,0,88,25,41,21,0,82,64,0,0,67,0,0,0,14,11,31,59,34,72,0,0,0,43,28,36,89,100,1270 +109,0,2024-02-01,0,0,61,45,70,69,43,73,22,66,0,49,0,80,32,57,15,0,82,74,0,0,69,0,0,0,26,28,71,69,24,75,0,0,0,61,21,45,68,74,1469 +110,3,2024-03-01,4,2,57,43,72,42,36,72,6,66,0,14,0,72,67,54,33,0,78,77,5,0,71,0,48,0,26,46,49,47,42,72,0,0,0,56,40,39,61,80,1480 +111,3,2024-04-01,0,10,64,40,80,41,50,72,24,63,0,31,14,74,75,52,31,0,83,91,0,0,69,0,16,0,24,33,51,61,28,70,0,0,0,59,39,44,59,81,1532 diff --git a/outputs/text/papua_new_guinea/papua_new_guinea_google_volume.csv b/outputs/text/papua_new_guinea/papua_new_guinea_google_volume.csv new file mode 100644 index 0000000..2d63758 --- /dev/null +++ b/outputs/text/papua_new_guinea/papua_new_guinea_google_volume.csv @@ -0,0 +1,113 @@ +,inflation,date,economy,rate,economics,inflation_rate,unemployment,policy,price,government,money,demand,interest,cost,gross_domestic_product,interest_rate,country,monetary_policy,consumer_price_index,calculation,index,consumer,price_index,formula,food,food_prices,bride_price,market,bride,philippines,income,security,product,share_price,restaurant,goods,crop,purchasing_power,purchasing,purchasing_power_parity,household,exchange_rate,accounting,gold,gold_as_an_investment,share,trends +0,0,2015-01-01,0,37,20,0,0,27,45,20,39,0,40,39,0,0,37,100,0,0,32,0,0,9,23,0,0,40,0,73,25,72,45,24,47,24,0,0,0,0,0,48,38,72,0,35,1011 +1,0,2015-02-01,20,38,58,0,0,40,42,28,43,45,34,40,0,0,39,0,0,0,19,0,0,17,38,0,0,51,0,61,36,67,39,0,86,39,0,0,0,0,0,33,43,60,0,32,1048 +2,0,2015-03-01,38,53,34,0,57,37,41,27,58,41,39,53,0,0,41,0,69,65,25,51,0,34,54,0,0,64,43,66,53,63,56,0,41,42,0,0,84,0,0,55,61,71,0,37,1553 +3,0,2015-04-01,39,47,53,0,0,77,43,37,41,33,44,56,0,0,40,0,0,56,26,0,0,31,51,0,0,63,0,62,28,61,40,20,49,41,22,0,0,0,0,42,48,62,0,36,1248 +4,48,2015-05-01,34,53,43,0,0,89,46,48,48,32,47,62,0,0,53,0,0,42,30,0,0,28,63,0,0,62,70,64,52,61,45,0,57,0,24,100,0,0,0,38,46,55,0,41,1481 +5,0,2015-06-01,0,48,31,0,0,57,42,35,58,30,36,51,0,0,45,0,0,60,37,0,0,24,57,0,0,56,0,76,40,68,50,35,57,34,0,0,0,0,0,37,40,72,0,43,1219 +6,0,2015-07-01,15,39,18,0,58,20,43,30,54,0,17,30,0,0,46,0,0,27,25,0,0,13,32,0,0,40,0,57,34,60,36,0,33,33,0,0,0,0,0,37,29,69,0,36,931 +7,0,2015-08-01,49,48,29,0,0,53,54,44,45,46,28,63,0,0,52,0,0,34,25,37,0,33,51,0,0,62,0,67,62,58,45,19,47,29,30,0,0,0,0,27,58,61,0,42,1298 +8,32,2015-09-01,46,53,33,100,66,74,43,65,44,31,40,65,0,0,49,0,0,38,29,0,0,25,48,0,0,51,48,66,0,56,41,0,48,39,0,0,0,0,0,46,45,63,0,45,1429 +9,0,2015-10-01,20,45,30,0,0,70,48,46,51,42,45,54,0,58,60,0,0,57,29,0,0,31,44,0,0,65,0,64,42,71,54,27,0,31,0,0,0,0,0,36,48,67,0,46,1281 +10,0,2015-11-01,0,34,21,0,0,57,54,38,40,0,33,45,0,0,42,0,0,48,17,0,0,13,36,0,0,51,48,67,27,60,38,25,55,36,0,0,0,0,0,41,45,71,0,40,1082 +11,0,2015-12-01,0,48,25,0,0,36,56,19,40,0,33,32,0,0,38,0,0,0,20,0,0,8,29,100,0,43,0,65,0,42,23,30,36,25,0,0,0,0,0,49,23,77,0,46,943 +12,0,2016-01-01,0,31,20,0,0,29,48,19,44,38,37,43,0,0,37,0,0,33,25,43,0,9,21,0,0,28,0,66,0,62,21,25,36,0,0,0,0,0,0,34,25,73,0,38,885 +13,0,2016-02-01,31,39,58,0,0,59,53,31,42,0,33,61,0,0,48,0,100,0,20,59,0,23,55,0,95,48,0,68,18,74,44,31,28,51,0,0,0,0,0,33,37,69,0,48,1356 +14,0,2016-03-01,45,61,57,0,0,91,49,38,47,93,35,67,0,0,41,0,0,65,31,52,0,37,61,0,0,69,0,61,46,76,59,0,44,36,20,0,62,0,0,56,57,85,0,31,1572 +15,22,2016-04-01,41,56,32,0,0,57,40,43,54,0,43,54,0,0,44,0,0,57,29,42,0,28,56,0,0,54,55,70,35,64,49,0,36,42,35,0,0,0,0,39,35,62,0,30,1304 +16,22,2016-05-01,56,60,33,0,48,70,53,43,49,48,40,51,86,0,62,0,0,41,37,0,0,29,46,0,62,60,54,71,51,76,47,0,46,31,20,0,0,0,0,51,33,68,0,36,1580 +17,24,2016-06-01,39,48,24,0,0,52,48,44,53,41,37,46,0,0,48,0,0,0,34,52,0,25,55,0,77,44,0,79,38,63,47,22,67,40,0,0,0,0,0,47,38,67,0,40,1339 +18,0,2016-07-01,26,49,21,0,0,28,49,43,47,0,30,34,87,0,41,0,0,0,40,0,0,13,41,0,0,51,0,75,33,45,26,28,37,21,0,0,0,0,0,47,37,68,0,48,1065 +19,0,2016-08-01,20,59,47,0,30,54,54,49,47,58,43,71,0,67,48,0,0,0,40,69,0,26,55,0,0,38,0,72,41,64,54,0,34,48,35,0,0,0,0,57,43,78,0,28,1429 +20,0,2016-09-01,18,69,31,85,41,74,61,54,42,0,51,45,0,66,39,0,0,77,39,45,0,28,58,0,0,50,39,73,39,61,48,18,49,34,0,0,0,0,0,58,60,74,0,41,1567 +21,0,2016-10-01,36,55,45,0,48,59,58,40,51,58,41,52,99,0,43,0,0,42,55,43,0,31,48,0,0,66,0,81,34,64,46,18,74,27,0,0,0,0,0,69,43,70,0,55,1551 +22,0,2016-11-01,22,64,18,0,36,56,51,40,49,0,43,52,0,0,37,0,0,31,44,35,0,24,44,0,0,49,54,71,44,59,36,28,73,25,0,0,61,0,0,71,33,73,0,54,1377 +23,0,2016-12-01,14,50,20,0,0,31,50,20,43,28,36,28,0,0,37,0,0,35,37,0,0,11,31,86,0,41,0,73,25,42,33,36,68,18,0,0,0,0,44,53,27,60,0,47,1124 +24,0,2017-01-01,16,34,27,0,0,31,45,20,40,0,44,38,0,47,36,0,0,32,38,39,0,11,30,0,0,42,37,70,30,46,22,15,51,23,16,0,0,0,0,29,34,64,0,41,1048 +25,0,2017-02-01,18,43,59,0,0,53,43,41,38,0,41,49,0,0,49,0,0,23,30,0,0,28,47,0,0,47,0,66,41,55,38,13,52,44,0,0,0,0,0,29,50,51,0,37,1085 +26,29,2017-03-01,40,50,64,0,39,50,48,43,47,63,39,54,0,0,53,47,0,78,56,28,0,38,56,0,0,61,25,59,56,58,54,24,70,43,19,0,54,0,0,39,63,71,0,50,1668 +27,40,2017-04-01,34,47,30,0,0,43,48,39,45,20,33,46,0,0,42,0,0,28,40,27,0,28,47,0,56,49,39,68,34,50,42,24,37,24,23,0,0,0,0,31,49,59,0,44,1266 +28,42,2017-05-01,36,57,44,0,59,57,48,45,55,31,41,56,0,40,53,56,0,88,41,43,0,41,64,0,52,52,76,57,39,66,40,0,54,22,20,0,73,0,32,43,53,59,0,47,1782 +29,26,2017-06-01,22,40,31,0,30,53,43,35,54,47,43,53,0,40,43,0,0,29,33,0,64,26,48,0,0,51,44,64,21,36,33,14,45,39,0,0,0,0,0,30,34,52,0,30,1253 +30,0,2017-07-01,10,41,22,0,0,34,41,36,44,0,35,52,90,0,39,0,0,22,40,35,0,21,38,0,47,35,31,53,21,51,35,24,45,21,0,0,0,0,0,34,36,38,0,44,1115 +31,29,2017-08-01,32,48,44,0,0,51,48,58,40,56,42,53,0,38,47,0,0,58,43,44,0,29,58,0,0,61,39,61,18,54,45,13,33,45,15,0,59,0,0,34,38,55,0,46,1434 +32,24,2017-09-01,19,61,32,0,53,69,57,56,40,46,49,69,0,0,44,0,0,48,40,0,0,35,48,0,0,38,0,72,41,56,48,43,34,56,0,0,0,0,0,48,47,58,0,57,1388 +33,27,2017-10-01,32,63,35,0,0,65,58,50,45,47,36,62,0,0,43,0,0,60,43,38,0,35,45,0,0,56,50,76,32,72,35,39,42,33,0,0,0,0,0,52,44,55,0,76,1446 +34,0,2017-11-01,34,47,20,0,0,45,69,37,50,34,47,56,0,0,45,0,0,31,35,0,0,25,40,0,0,53,0,80,35,62,39,45,65,0,0,0,0,0,0,43,36,54,0,76,1203 +35,0,2017-12-01,0,42,18,0,0,38,63,17,44,0,37,37,0,0,31,0,0,38,45,0,0,11,34,0,0,44,0,80,28,46,13,41,53,0,0,0,0,0,0,57,21,52,0,67,957 +36,0,2018-01-01,0,48,26,0,0,33,63,27,56,0,54,44,0,0,38,0,0,33,39,0,0,8,42,0,0,38,0,71,19,72,24,28,61,25,0,0,0,0,0,51,32,68,0,58,1058 +37,0,2018-02-01,29,50,77,0,0,40,64,47,40,28,39,66,0,0,48,0,0,40,46,0,0,40,62,0,0,53,0,89,44,66,49,0,67,38,0,0,0,0,0,63,76,74,0,33,1368 +38,28,2018-03-01,45,61,65,0,32,73,61,49,51,62,53,74,0,57,54,0,0,53,50,38,0,46,77,0,0,75,44,75,57,80,55,0,73,53,32,0,65,0,0,44,85,75,0,39,1881 +39,34,2018-04-01,53,68,44,0,0,88,59,41,49,39,61,68,0,58,53,0,0,79,60,49,0,49,67,0,0,73,40,78,57,64,42,31,73,48,37,0,0,0,0,45,54,71,0,72,1804 +40,32,2018-05-01,58,72,48,0,59,97,60,58,59,68,55,93,0,56,50,63,0,69,58,32,0,50,74,0,0,80,32,80,65,86,46,37,61,44,37,0,0,0,0,58,60,58,0,68,2023 +41,0,2018-06-01,22,62,27,0,0,68,69,35,48,0,39,67,0,0,45,0,0,47,36,0,0,29,59,0,0,60,0,81,44,54,47,54,39,44,0,0,0,0,0,58,36,66,0,73,1309 +42,0,2018-07-01,35,57,30,0,0,61,68,43,68,90,43,69,0,0,47,0,0,53,55,42,0,27,60,0,0,47,0,81,34,59,52,35,79,35,25,0,0,0,0,52,48,88,0,60,1543 +43,28,2018-08-01,38,74,32,0,41,77,69,53,57,93,65,77,0,0,51,0,0,77,62,36,0,45,82,0,0,93,61,78,65,68,68,30,74,59,18,0,0,0,0,52,43,78,0,62,1906 +44,33,2018-09-01,48,75,30,0,81,60,67,51,60,50,65,80,0,0,55,0,0,45,71,64,0,37,62,0,0,61,42,75,58,72,46,44,79,47,0,0,0,0,0,72,58,70,0,55,1813 +45,0,2018-10-01,35,76,45,0,0,82,72,59,45,30,56,75,0,0,60,75,0,64,74,61,0,37,56,0,0,70,40,91,50,73,46,37,90,41,30,0,0,0,0,70,43,63,0,65,1811 +46,0,2018-11-01,14,62,34,0,44,58,66,28,49,0,49,60,0,0,49,0,0,44,55,0,0,15,44,0,0,76,0,90,57,100,44,23,91,29,0,0,0,0,0,69,36,72,0,49,1407 +47,0,2018-12-01,16,48,0,0,0,27,63,28,41,0,40,46,0,0,43,0,0,59,91,0,0,7,39,0,0,53,0,86,0,63,29,0,54,0,0,0,0,0,0,45,30,64,0,50,1022 +48,0,2019-01-01,15,65,0,0,0,39,67,37,58,0,58,49,0,0,38,0,0,28,85,0,0,10,48,0,0,63,0,95,35,49,27,30,100,0,0,0,0,0,0,60,25,78,0,63,1222 +49,0,2019-02-01,36,72,69,0,0,63,67,45,53,0,49,63,0,0,59,0,0,88,84,75,0,43,67,0,0,74,0,84,45,69,48,40,96,51,0,0,0,0,55,71,61,75,0,77,1779 +50,43,2019-03-01,61,72,82,0,53,93,64,55,59,62,62,92,0,64,58,0,0,100,87,60,0,52,81,0,92,84,39,92,79,97,46,16,85,91,43,0,97,0,100,66,89,78,0,45,2539 +51,0,2019-04-01,39,79,56,0,39,73,65,60,57,40,75,68,0,0,57,0,0,80,100,0,0,41,58,0,0,100,48,88,69,87,38,38,65,31,27,0,0,0,41,72,64,83,0,55,1893 +52,74,2019-05-01,60,87,55,0,32,72,63,90,46,46,56,76,0,67,56,0,0,86,98,74,0,58,76,0,0,80,0,85,55,65,66,34,82,45,52,0,0,0,0,66,60,79,0,61,2102 +53,48,2019-06-01,40,72,59,0,0,66,79,61,67,46,46,65,0,0,57,0,0,50,77,50,0,32,60,0,0,87,0,91,62,78,53,58,63,33,0,0,0,0,0,65,53,77,0,64,1759 +54,0,2019-07-01,26,67,38,0,0,64,67,62,61,40,47,69,0,49,49,0,0,24,57,52,100,30,58,0,0,55,32,75,40,77,33,28,73,26,22,0,0,0,0,68,46,64,0,49,1648 +55,32,2019-08-01,39,84,31,0,0,57,68,64,64,45,64,69,0,0,53,0,0,42,44,49,0,41,65,0,55,77,48,81,57,59,47,0,72,55,0,0,0,0,0,73,51,75,0,54,1715 +56,0,2019-09-01,38,69,39,0,31,58,74,45,55,67,57,71,0,49,55,0,0,56,48,35,0,33,71,0,0,76,34,88,73,57,60,37,64,49,18,0,50,0,0,60,62,71,0,47,1797 +57,0,2019-10-01,34,70,39,0,0,56,79,51,60,43,57,74,0,0,54,0,0,67,58,0,0,37,67,0,78,82,47,90,69,63,45,49,60,48,25,0,0,0,0,64,50,80,0,60,1756 +58,0,2019-11-01,16,81,0,0,0,47,77,39,60,40,36,68,0,0,61,64,0,62,44,65,0,25,49,0,0,72,55,82,30,68,36,35,80,34,0,0,0,0,0,95,33,87,0,52,1593 +59,0,2019-12-01,16,55,25,0,0,42,68,21,40,21,32,45,0,0,45,0,0,23,47,0,0,10,50,0,0,43,0,93,33,48,25,41,72,0,0,0,0,0,0,64,21,71,0,74,1125 +60,0,2020-01-01,15,67,14,0,0,40,77,32,59,0,61,60,0,0,55,0,68,27,48,0,0,11,46,0,0,60,39,100,27,52,28,16,62,19,0,0,0,0,0,75,26,76,0,62,1322 +61,0,2020-02-01,32,70,49,0,0,61,72,48,54,43,61,62,0,49,59,0,0,54,53,60,0,37,67,0,54,68,0,71,64,76,66,42,48,40,22,0,100,0,0,66,64,81,0,70,1863 +62,0,2020-03-01,61,90,60,0,35,73,84,47,54,36,67,90,0,65,85,0,0,47,46,44,0,43,76,0,0,81,0,80,65,71,67,100,35,49,35,0,44,0,0,85,61,80,0,100,2056 +63,0,2020-04-01,31,63,32,0,0,40,81,35,56,27,33,54,0,37,71,0,0,35,53,0,0,25,52,0,86,38,0,57,51,61,36,82,33,33,26,0,0,0,0,62,44,82,0,91,1507 +64,19,2020-05-01,80,82,53,0,53,90,94,52,61,68,66,95,0,51,75,0,0,85,49,69,0,68,97,0,41,80,43,66,88,68,78,62,44,66,26,0,48,0,27,49,70,92,0,88,2343 +65,30,2020-06-01,79,83,45,0,32,85,81,84,58,82,69,95,0,62,81,0,0,73,36,100,0,69,95,0,64,92,56,62,67,68,72,66,72,83,30,0,89,0,0,62,77,85,0,76,2460 +66,25,2020-07-01,43,72,40,0,22,72,83,68,54,34,67,66,0,48,66,0,0,47,39,59,0,44,75,0,42,70,50,62,50,69,44,52,32,52,22,0,42,0,0,60,60,81,0,74,1886 +67,38,2020-08-01,60,76,54,0,30,49,83,52,51,58,67,79,100,82,60,0,0,44,34,43,0,48,79,0,49,69,46,59,62,69,53,53,60,70,36,0,0,0,0,46,66,78,0,75,2078 +68,44,2020-09-01,45,78,64,0,53,66,82,58,56,60,72,79,0,66,69,0,0,45,42,64,0,58,78,0,63,97,57,62,77,60,71,72,39,50,0,0,0,0,0,40,54,90,0,75,2086 +69,0,2020-10-01,27,73,54,0,0,79,84,76,57,85,69,85,0,33,57,49,0,63,45,75,0,52,71,0,0,88,48,61,78,70,62,56,61,59,18,0,0,0,0,59,63,84,0,72,2013 +70,0,2020-11-01,27,68,27,0,0,76,100,63,54,39,70,65,0,57,56,0,0,73,55,36,0,36,63,0,0,65,31,65,47,65,44,76,53,43,27,0,0,0,32,63,49,92,0,85,1802 +71,0,2020-12-01,17,61,17,0,0,29,94,30,52,23,41,45,0,33,40,0,0,46,43,0,0,9,42,0,0,48,28,53,26,48,26,93,65,20,0,0,0,0,0,65,18,87,0,91,1290 +72,0,2021-01-01,0,68,20,0,0,36,89,32,51,0,69,42,0,0,45,0,0,43,37,0,0,9,50,0,0,52,0,55,33,59,33,59,29,0,0,0,0,0,0,77,25,86,0,80,1179 +73,0,2021-02-01,23,60,54,0,0,54,92,33,62,21,72,50,0,0,63,0,0,57,50,0,0,42,70,0,0,53,47,59,31,55,36,57,70,44,26,0,0,0,0,63,59,100,0,74,1577 +74,24,2021-03-01,69,78,46,0,41,64,89,52,62,72,76,77,0,64,80,0,0,56,46,53,0,66,79,0,0,74,26,47,69,78,70,44,38,61,38,0,0,0,0,55,79,90,0,68,2031 +75,27,2021-04-01,72,87,56,0,71,67,93,64,67,74,57,77,0,40,77,0,0,64,46,45,44,68,80,0,41,78,57,54,90,75,64,45,72,87,40,53,0,0,31,61,73,91,0,62,2350 +76,36,2021-05-01,79,85,60,0,36,87,93,76,64,81,71,93,0,45,94,56,0,52,43,62,40,76,99,0,71,87,86,45,77,90,74,57,51,92,0,0,58,0,32,53,58,89,0,87,2535 +77,38,2021-06-01,57,80,49,0,29,59,92,58,61,67,68,74,0,32,72,0,0,56,46,61,0,60,79,0,47,62,74,55,69,67,62,56,64,58,21,0,37,0,28,67,46,90,0,70,2111 +78,0,2021-07-01,55,73,38,0,21,58,80,55,54,45,59,60,0,37,67,0,0,57,32,30,0,43,75,0,47,59,88,49,59,69,34,38,44,66,22,0,0,0,0,66,41,81,0,61,1763 +79,44,2021-08-01,61,82,52,0,46,82,92,86,59,69,68,82,0,52,71,0,0,46,36,69,0,61,94,0,100,69,100,45,80,60,58,59,33,64,24,71,0,0,0,76,56,87,0,72,2306 +80,43,2021-09-01,53,78,46,0,51,70,80,62,51,54,64,63,0,68,68,51,0,49,33,51,0,51,73,0,0,71,43,43,54,62,44,38,0,58,13,0,0,0,0,58,56,89,100,73,1961 +81,0,2021-10-01,51,81,43,0,35,73,96,68,53,76,65,70,0,37,72,0,0,42,43,32,0,55,73,0,61,69,68,47,65,56,46,51,70,50,20,0,36,0,30,67,48,70,0,73,1992 +82,0,2021-11-01,28,73,19,0,0,56,95,55,57,60,59,63,0,0,63,0,0,56,35,37,0,41,67,0,0,76,36,55,53,65,33,50,41,56,19,0,0,0,0,70,45,73,0,76,1612 +83,0,2021-12-01,0,51,22,59,0,27,86,22,49,0,38,41,0,0,38,0,0,24,30,0,0,10,47,0,0,41,0,58,22,60,10,54,77,22,0,0,56,0,0,55,27,67,0,71,1164 +84,0,2022-01-01,10,63,32,0,0,36,93,29,58,18,73,46,0,0,50,0,0,32,29,0,0,15,43,0,0,47,31,63,27,49,36,25,42,0,0,0,48,0,26,72,32,80,0,53,1258 +85,31,2022-02-01,55,71,94,0,35,54,89,48,59,45,80,60,0,37,76,0,0,57,29,47,0,50,82,0,37,72,46,61,64,75,64,28,72,60,41,0,0,0,57,55,58,82,0,68,2039 +86,51,2022-03-01,100,92,100,32,50,83,93,80,67,100,100,97,54,60,99,36,0,66,37,53,0,100,100,0,37,94,57,56,100,88,100,29,61,85,100,0,84,0,0,64,100,88,0,69,2862 +87,43,2022-04-01,57,86,53,0,37,91,83,64,65,71,69,84,0,46,77,38,0,35,33,46,0,66,76,0,0,89,33,54,76,75,56,34,66,60,55,0,32,0,35,69,57,82,0,62,2155 +88,52,2022-05-01,57,90,87,40,70,100,76,86,60,72,69,89,48,49,83,76,0,79,33,75,0,88,93,0,33,75,24,55,75,72,74,33,71,88,46,0,55,0,20,74,61,74,0,57,2559 +89,47,2022-06-01,44,89,35,32,54,65,90,66,60,56,72,70,0,64,71,37,0,42,28,69,0,65,78,0,31,59,26,43,59,67,59,43,49,62,23,0,44,0,23,86,51,78,0,66,2103 +90,30,2022-07-01,18,76,25,33,21,43,74,39,50,28,53,62,0,28,62,0,0,28,26,24,0,27,55,0,0,41,0,48,39,47,29,33,43,31,14,0,0,0,0,82,35,68,0,52,1364 +91,85,2022-08-01,54,91,61,38,33,71,81,100,58,93,75,80,0,88,80,62,0,45,22,68,0,70,78,0,50,69,59,55,70,62,66,25,61,78,41,0,59,0,0,76,56,71,0,49,2380 +92,63,2022-09-01,47,99,54,50,34,67,79,78,62,78,73,74,0,37,78,55,0,55,26,47,0,67,74,0,56,70,55,51,77,66,50,34,37,60,26,0,27,0,25,100,51,71,0,63,2216 +93,42,2022-10-01,40,95,47,0,45,70,87,74,56,84,89,77,0,51,78,41,0,67,31,48,0,70,76,36,51,70,45,57,67,70,65,26,52,64,27,0,41,0,0,83,56,87,0,62,2227 +94,26,2022-11-01,25,85,45,0,20,58,87,65,68,38,71,65,0,47,74,0,0,40,26,29,0,50,76,0,33,70,59,60,57,70,42,31,46,51,26,0,30,0,21,89,53,83,0,52,1868 +95,24,2022-12-01,11,72,14,0,0,37,84,26,71,31,67,45,0,33,57,0,0,25,24,0,0,11,44,0,0,41,24,54,23,53,25,33,66,18,0,0,0,0,20,81,27,69,0,47,1257 +96,15,2023-01-01,13,86,21,0,18,38,90,33,85,36,79,58,0,47,58,0,0,24,22,0,0,16,40,0,0,52,19,65,35,72,27,42,57,11,18,0,0,0,0,100,28,78,0,60,1443 +97,26,2023-02-01,46,100,96,0,20,62,82,57,100,49,77,77,0,72,76,0,0,38,37,44,0,55,68,0,0,66,26,55,67,75,59,24,64,68,55,0,41,0,38,89,63,81,0,61,2114 +98,58,2023-03-01,98,98,98,22,100,79,82,77,96,67,91,100,42,97,100,0,0,75,28,63,0,92,82,0,47,82,57,40,83,81,77,24,61,100,93,0,37,0,26,79,94,81,0,61,2768 +99,100,2023-04-01,64,92,65,28,68,88,76,69,73,97,75,87,0,54,73,71,0,62,27,34,30,73,77,0,41,71,43,45,91,69,50,21,57,84,45,0,0,0,32,65,62,80,0,49,2388 +100,64,2023-05-01,72,93,81,21,49,87,73,86,62,88,82,91,0,81,86,39,0,64,28,66,0,95,87,0,60,80,56,46,85,73,82,20,65,85,75,37,47,0,38,71,60,76,0,48,2599 +101,53,2023-06-01,30,90,63,0,40,69,79,61,60,41,67,77,0,61,80,59,0,48,23,46,0,61,82,0,27,57,44,48,58,58,62,17,79,56,32,0,28,0,14,87,49,78,0,41,2025 +102,23,2023-07-01,30,79,54,0,24,56,77,60,68,63,55,68,0,27,64,0,0,33,25,38,0,49,63,0,52,51,55,49,50,65,40,18,65,48,19,0,25,0,14,84,42,76,0,44,1753 +103,22,2023-08-01,46,86,61,0,42,81,77,90,69,74,73,80,0,41,80,34,0,42,21,56,0,77,81,0,50,65,53,40,78,76,61,19,61,79,25,0,0,0,33,74,68,74,0,46,2135 +104,36,2023-09-01,38,84,52,25,23,67,78,68,70,74,66,78,0,48,70,29,0,48,23,34,0,56,64,0,43,64,25,45,76,71,49,18,46,49,20,0,42,0,21,80,59,63,0,43,1945 +105,24,2023-10-01,30,87,54,0,27,74,91,62,75,78,81,85,0,67,85,29,0,54,21,36,0,70,78,0,23,66,28,48,69,72,55,14,68,59,24,0,0,0,17,82,59,82,0,45,2019 +106,14,2023-11-01,33,92,39,0,22,58,93,55,79,65,69,64,0,39,74,0,32,44,23,52,0,45,67,0,27,68,45,46,61,72,51,27,61,51,22,0,31,0,0,100,36,82,0,51,1890 +107,16,2023-12-01,8,74,21,0,0,24,95,24,73,16,56,46,0,35,54,0,0,24,14,0,0,13,41,0,0,40,38,46,25,59,16,24,63,11,0,0,0,0,0,85,19,81,0,48,1189 +108,16,2024-01-01,13,79,15,0,0,29,84,34,67,27,68,56,0,41,53,0,0,26,23,0,0,13,47,0,0,38,22,48,32,67,25,29,38,18,12,0,25,0,0,90,28,68,0,51,1282 +109,26,2024-02-01,42,84,89,0,16,51,76,62,63,64,74,73,0,57,70,0,0,52,19,33,0,61,71,0,0,61,19,42,59,66,46,27,43,60,74,0,38,0,27,71,62,74,0,51,1903 +110,38,2024-03-01,59,89,79,8,53,71,73,68,63,71,86,87,6,78,92,38,1,67,23,36,4,82,90,1,47,67,59,38,81,67,64,21,45,88,93,1,14,0,24,57,78,65,0,53,2325 +111,46,2024-04-01,47,94,63,29,60,66,83,59,65,60,90,93,25,100,79,15,0,52,27,53,13,76,77,0,16,69,25,37,87,72,60,20,49,86,81,0,66,0,33,66,69,76,0,50,2334 diff --git a/outputs/text/samoa/samoa_google_volume.csv b/outputs/text/samoa/samoa_google_volume.csv new file mode 100644 index 0000000..fddf944 --- /dev/null +++ b/outputs/text/samoa/samoa_google_volume.csv @@ -0,0 +1,113 @@ +,inflation,date,economy,economics,government,money,cost,demand-pull_inflation,inflation_rate,demand,price,cost-push_inflation,rate,consumer_price_index,food,iphone,samsung,share_price,trends +0,0,2015-01-01,0,0,60,0,0,0,0,0,0,0,0,0,0,0,0,0,60 +1,0,2015-02-01,0,0,0,44,53,0,0,0,44,0,0,0,28,26,49,0,244 +2,0,2015-03-01,0,0,59,42,65,0,0,0,63,0,0,0,0,28,43,0,300 +3,0,2015-04-01,0,0,0,0,0,0,0,0,44,100,52,0,33,61,58,0,348 +4,0,2015-05-01,0,0,77,68,57,0,0,0,45,0,0,0,46,0,54,0,347 +5,0,2015-06-01,0,0,0,0,0,0,0,0,93,0,54,0,26,51,49,0,273 +6,0,2015-07-01,0,0,0,0,0,0,0,0,0,0,0,0,36,68,56,100,260 +7,0,2015-08-01,0,0,0,0,0,0,0,0,0,0,0,0,29,50,85,0,164 +8,0,2015-09-01,81,0,48,79,0,0,0,0,81,0,51,0,42,81,0,0,463 +9,0,2015-10-01,93,0,49,35,0,0,0,0,0,0,0,0,46,49,68,0,340 +10,0,2015-11-01,0,0,41,54,0,0,0,0,53,0,0,0,23,59,48,0,278 +11,0,2015-12-01,0,0,0,0,0,0,0,0,0,0,0,0,28,32,70,0,130 +12,0,2016-01-01,0,0,0,54,0,0,0,0,0,0,0,0,29,32,71,0,186 +13,0,2016-02-01,100,0,39,77,81,0,0,0,39,0,0,0,28,24,49,0,437 +14,0,2016-03-01,0,0,70,46,68,0,0,0,0,0,81,0,43,48,36,0,392 +15,0,2016-04-01,0,0,0,48,65,0,0,0,52,0,51,0,19,53,51,0,339 +16,0,2016-05-01,0,0,0,31,0,0,0,0,57,0,0,0,0,29,71,0,188 +17,0,2016-06-01,0,0,36,43,0,0,0,0,74,0,67,0,40,30,64,0,354 +18,90,2016-07-01,0,0,0,87,53,0,0,0,82,0,74,0,39,48,90,0,563 +19,100,2016-08-01,0,0,0,51,0,0,0,0,58,0,81,0,32,35,66,0,423 +20,0,2016-09-01,0,0,0,47,0,0,0,0,54,0,45,0,40,33,60,0,279 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b/outputs/text/solomon_islands/solomon_islands_google_volume.csv @@ -0,0 +1,113 @@ +,inflation,date,economy,inflation_rate,rate,policy,interest,unemployment,consumer_price_index,economics,gross_domestic_product,interest_rate,central_bank,demand,income,monetary_policy,trade,theory,statistics,food,price,purchasing_power,purchasing,philippines,samsung,share_price,share,iphone,trends +0,0,2015-01-01,0,0,0,96,0,0,0,0,0,0,0,0,0,0,0,0,0,0,31,0,0,0,31,0,0,0,158 +1,0,2015-02-01,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25,0,0,0,0,0,0,42,67 +2,0,2015-03-01,0,0,31,0,0,0,0,0,0,0,0,0,0,0,71,54,0,41,20,0,0,0,35,0,0,40,292 +3,0,2015-04-01,65,0,44,75,0,0,0,0,0,0,0,0,0,0,0,0,0,24,0,0,0,0,0,0,0,0,208 +4,0,2015-05-01,0,0,0,59,0,0,0,0,0,0,0,0,0,0,0,0,0,35,23,0,0,43,40,0,0,43,243 +5,0,2015-06-01,64,0,35,0,0,0,0,0,0,0,100,0,0,0,0,0,0,29,26,0,0,0,20,0,0,0,274 +6,0,2015-07-01,0,0,0,89,0,63,0,0,0,0,0,100,0,0,0,0,0,24,56,0,0,0,61,0,0,39,432 +7,0,2015-08-01,0,0,50,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,34,0,0,49,30,0,0,0,163 +8,100,2015-09-01,0,0,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26,28,0,0,46,46,0,0,62,377 +9,76,2015-10-01,0,0,34,0,0,0,0,0,0,0,0,0,0,0,0,0,0,22,43,0,0,60,0,0,0,38,273 +10,0,2015-11-01,0,0,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,29,38,0,0,0,34,0,0,0,166 +11,0,2015-12-01,0,0,0,0,0,0,0,0,0,0,0,0,78,0,0,0,0,0,44,0,0,0,51,0,0,72,245 +12,0,2016-01-01,0,0,0,0,0,0,0,0,0,0,0,0,66,0,0,0,0,21,39,0,0,41,41,0,0,0,208 +13,0,2016-02-01,0,0,32,0,0,0,0,72,0,0,0,0,0,0,0,36,0,19,36,0,0,0,26,0,0,50,271 +14,0,2016-03-01,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,41,32,0,0,36,32,0,0,31,172 +15,0,2016-04-01,0,0,38,34,0,38,0,84,0,0,0,0,43,0,0,0,0,18,40,0,100,53,29,0,0,39,516 +16,0,2016-05-01,0,0,61,0,32,0,0,0,0,0,0,0,0,0,0,21,0,23,39,0,0,43,44,0,0,36,299 +17,0,2016-06-01,0,0,43,71,0,0,0,0,0,0,0,0,0,0,40,0,0,0,24,0,0,40,31,0,0,35,284 +18,0,2016-07-01,0,0,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,27,26,0,0,33,27,0,0,27,177 +19,0,2016-08-01,0,0,35,37,0,0,0,0,0,0,0,0,0,0,34,0,0,35,42,0,0,47,32,0,0,32,294 +20,0,2016-09-01,0,0,65,74,0,0,0,0,0,0,0,0,43,0,42,0,0,20,27,0,0,0,32,0,54,0,357 +21,0,2016-10-01,0,0,49,64,0,0,0,0,0,0,0,0,0,0,50,0,0,24,24,0,0,56,35,0,56,31,389 +22,0,2016-11-01,0,0,49,37,0,0,0,0,0,0,0,0,0,0,0,0,0,14,45,0,0,0,37,0,0,29,211 +23,0,2016-12-01,0,0,33,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25,29,0,0,0,34,0,0,0,121 +24,0,2017-01-01,0,0,28,37,0,0,0,0,0,0,0,0,0,0,0,0,0,0,33,0,0,42,28,0,0,43,211 +25,0,2017-02-01,0,0,27,0,44,0,59,68,0,0,0,0,0,0,0,0,0,0,26,0,0,51,40,0,0,32,347 +26,0,2017-03-01,0,0,53,0,0,0,0,0,0,0,0,0,44,0,39,39,0,31,33,0,0,54,28,0,0,30,351 +27,0,2017-04-01,0,0,58,0,37,0,0,0,0,0,0,0,51,0,35,31,0,37,32,0,0,45,40,0,76,32,474 +28,0,2017-05-01,0,0,32,47,0,0,0,0,0,0,0,0,0,0,0,0,75,27,46,0,0,41,34,0,0,38,340 +29,0,2017-06-01,45,0,49,43,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25,0,0,0,36,0,0,24,222 +30,0,2017-07-01,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,25,27,0,0,0,36,0,0,56,144 +31,0,2017-08-01,0,0,35,32,29,47,0,0,0,0,0,0,0,0,0,20,0,27,24,0,0,70,36,0,0,37,357 +32,0,2017-09-01,56,0,82,55,38,68,0,0,0,0,0,0,67,0,0,0,57,36,28,0,0,0,32,0,0,71,590 +33,0,2017-10-01,0,0,41,52,0,0,0,0,0,0,0,0,0,0,45,0,0,30,39,0,0,28,64,0,0,29,328 +34,0,2017-11-01,0,0,48,59,48,0,0,0,0,0,0,0,0,0,0,0,0,27,36,0,0,52,37,0,57,40,404 +35,0,2017-12-01,0,0,31,0,0,0,0,0,0,0,0,0,64,0,0,0,0,27,38,0,0,59,24,0,0,38,281 +36,0,2018-01-01,0,0,32,0,0,0,0,0,0,0,0,0,0,0,0,0,0,26,37,0,0,74,33,0,71,0,273 +37,0,2018-02-01,0,0,53,0,0,0,0,66,0,0,0,0,0,0,0,0,0,38,37,0,0,49,35,0,56,23,357 +38,0,2018-03-01,0,0,41,66,28,0,0,0,0,0,0,0,65,0,28,56,0,44,25,0,0,35,41,0,0,31,460 +39,43,2018-04-01,50,0,62,91,33,0,0,0,0,0,0,0,0,0,36,43,0,59,37,0,0,43,33,0,48,38,616 +40,0,2018-05-01,38,0,79,40,40,0,0,0,0,0,0,54,87,0,54,25,0,58,63,0,0,100,29,0,0,39,706 +41,0,2018-06-01,0,66,57,0,0,0,0,0,0,0,0,0,0,0,48,0,0,27,25,0,0,36,49,0,52,0,360 +42,0,2018-07-01,54,0,39,0,0,53,0,0,0,0,0,0,0,0,49,0,0,21,57,0,0,50,34,0,0,46,403 +43,0,2018-08-01,70,0,65,63,0,0,0,0,52,0,95,0,0,62,36,26,0,25,39,0,0,39,49,0,47,35,703 +44,0,2018-09-01,53,0,53,78,0,0,0,0,0,0,0,0,0,0,0,37,0,30,18,0,0,52,57,0,0,46,424 +45,0,2018-10-01,47,0,83,52,35,0,0,0,0,0,0,0,0,0,49,32,0,48,39,0,0,65,25,0,0,25,500 +46,0,2018-11-01,0,0,58,43,40,0,0,0,0,0,0,0,0,0,0,0,0,26,27,0,0,0,51,0,0,26,271 +47,0,2018-12-01,0,0,69,57,0,0,0,0,0,0,0,0,0,0,0,0,0,27,42,0,0,45,40,0,0,43,323 +48,0,2019-01-01,0,0,35,45,0,0,0,0,0,0,0,0,0,0,0,0,0,24,50,0,0,54,36,0,0,47,291 +49,0,2019-02-01,0,0,40,47,0,0,0,0,0,0,0,0,0,0,43,35,0,24,24,0,0,36,36,0,0,0,285 +50,0,2019-03-01,0,0,48,49,0,0,0,0,0,47,0,0,0,0,0,44,60,51,27,100,0,45,37,0,0,36,544 +51,44,2019-04-01,0,0,58,63,0,0,0,0,0,0,0,0,88,0,0,100,0,29,24,0,0,54,35,0,0,32,527 +52,0,2019-05-01,0,0,59,99,0,0,0,0,0,0,0,70,0,0,58,0,0,57,51,0,0,71,39,0,0,45,549 +53,0,2019-06-01,0,0,67,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,33,0,0,75,44,0,0,0,219 +54,0,2019-07-01,0,0,65,0,0,0,0,0,0,0,0,0,0,0,0,0,0,39,62,0,0,87,64,0,0,84,401 +55,0,2019-08-01,62,0,59,49,51,55,0,0,0,0,0,0,0,0,47,41,68,40,62,0,0,60,53,0,75,0,722 +56,0,2019-09-01,47,0,58,71,0,100,0,0,0,0,0,0,0,76,71,42,0,44,61,0,0,39,26,0,0,44,679 +57,0,2019-10-01,0,0,100,100,55,0,0,0,100,0,0,0,0,0,100,0,0,32,44,0,0,55,46,0,0,0,632 +58,0,2019-11-01,0,0,95,0,0,0,0,0,0,100,0,0,0,0,0,0,0,37,60,0,0,0,43,0,0,0,335 +59,0,2019-12-01,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,29,72,0,0,53,55,0,0,51,260 +60,0,2020-01-01,0,0,55,0,0,0,0,0,0,0,0,0,0,0,0,0,0,29,48,0,0,70,47,0,0,34,283 +61,0,2020-02-01,0,0,51,57,31,0,0,0,0,0,0,0,0,0,0,39,47,30,51,0,0,32,40,0,0,49,427 +62,0,2020-03-01,59,0,64,62,0,0,0,0,0,0,0,0,0,0,62,54,85,36,47,0,0,54,41,0,0,0,564 +63,0,2020-04-01,0,0,45,83,0,0,0,0,0,0,0,0,0,0,0,0,0,25,62,0,0,0,29,0,0,67,311 +64,0,2020-05-01,0,0,83,82,0,0,0,0,0,0,0,0,0,100,0,32,0,22,79,0,0,87,54,89,0,0,628 +65,0,2020-06-01,0,0,85,66,63,0,0,100,0,0,0,0,0,0,52,78,0,62,52,0,0,70,38,0,0,0,666 +66,0,2020-07-01,0,0,56,0,47,0,0,0,0,0,0,0,0,0,63,57,0,47,55,0,0,56,35,0,0,0,416 +67,0,2020-08-01,62,0,64,0,67,0,0,0,0,0,0,0,0,0,69,26,94,41,64,0,0,0,23,0,0,100,610 +68,0,2020-09-01,0,0,38,0,40,0,0,0,0,0,0,0,0,0,0,31,0,26,40,0,0,76,26,0,0,53,330 +69,0,2020-10-01,49,0,45,36,0,61,0,0,0,0,0,54,0,0,47,29,46,56,53,0,0,31,36,44,50,44,681 +70,59,2020-11-01,0,0,73,87,43,0,0,0,0,0,0,0,0,0,47,0,0,37,43,0,0,35,37,0,74,59,594 +71,0,2020-12-01,0,0,62,61,57,0,0,0,0,0,0,0,0,0,0,36,100,26,100,0,0,51,0,0,0,86,579 +72,0,2021-01-01,0,0,39,91,0,0,0,0,0,0,0,0,0,0,0,0,0,21,79,0,0,57,39,0,0,48,374 +73,0,2021-02-01,0,0,40,0,100,0,0,0,0,0,0,0,0,0,0,0,0,19,58,0,0,0,36,0,0,44,297 +74,0,2021-03-01,53,0,48,46,37,0,0,0,0,0,0,0,43,0,37,72,0,52,62,0,0,38,37,0,0,31,556 +75,0,2021-04-01,0,0,35,0,58,0,0,0,0,0,0,0,100,0,52,31,0,67,37,0,0,0,29,0,0,0,409 +76,0,2021-05-01,0,0,52,76,52,0,0,0,0,0,0,0,0,0,50,84,0,92,45,0,0,47,49,0,0,0,547 +77,0,2021-06-01,0,0,34,98,0,0,0,0,0,0,0,0,0,0,65,68,0,32,30,0,0,70,53,0,0,30,480 +78,0,2021-07-01,0,100,57,71,0,0,0,0,0,0,0,0,0,0,0,0,0,19,50,0,0,69,51,0,79,0,496 +79,0,2021-08-01,0,0,69,0,0,0,0,0,0,0,0,0,0,0,0,0,0,47,31,0,0,36,43,0,0,33,259 +80,0,2021-09-01,100,0,45,54,48,56,100,0,0,0,0,0,0,0,0,41,71,73,47,0,0,50,33,83,0,50,851 +81,0,2021-10-01,0,0,74,0,0,55,0,0,0,0,0,0,0,0,0,57,0,100,45,0,0,41,37,0,58,30,497 +82,0,2021-11-01,0,0,56,62,40,0,0,0,0,0,0,0,41,0,29,31,0,53,45,0,0,27,47,0,71,41,543 +83,0,2021-12-01,0,0,40,34,0,0,0,0,0,0,0,0,0,0,0,32,0,24,50,0,0,50,53,0,73,30,386 +84,0,2022-01-01,0,0,38,0,46,0,0,0,0,0,0,0,0,0,0,0,71,39,51,0,0,0,100,0,0,41,386 +85,0,2022-02-01,0,0,54,0,0,0,0,0,0,0,0,0,0,0,0,0,0,19,31,0,0,45,42,0,0,62,253 +86,0,2022-03-01,0,0,53,0,0,0,0,80,0,0,0,0,0,0,0,0,0,20,47,0,0,0,54,0,0,53,307 +87,0,2022-04-01,38,0,51,59,0,56,0,45,0,0,0,62,0,49,49,19,0,39,55,0,0,41,60,0,50,49,722 +88,0,2022-05-01,0,0,42,40,35,0,0,0,0,62,0,0,0,0,35,35,0,33,51,0,0,34,41,0,66,29,503 +89,0,2022-06-01,35,0,84,51,29,0,0,48,0,0,0,0,0,0,0,43,0,40,45,0,0,0,41,0,68,53,537 +90,0,2022-07-01,0,0,58,0,50,0,0,0,0,0,0,0,0,0,39,53,0,36,59,0,0,37,33,0,0,50,415 +91,0,2022-08-01,36,0,79,50,0,0,0,0,0,0,0,0,0,0,35,0,79,52,48,0,0,0,36,0,0,35,450 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+1,113 @@ +,inflation,date,inflation_rate,rate,statistics,policy,economy,government,interest_rate,cost-push_inflation,consumer_price_index,international_criminal_court,food,price,purchasing_power,share_price,stock,share,philippines,trends +0,0,2015-01-01,0,90,0,0,0,0,0,0,0,0,41,51,0,0,0,82,0,264 +1,0,2015-02-01,0,60,0,0,0,50,0,0,0,0,46,42,0,0,0,0,0,198 +2,0,2015-03-01,0,0,0,0,0,0,0,0,0,0,34,0,0,0,0,0,0,34 +3,0,2015-04-01,0,23,0,0,0,0,0,0,0,0,0,0,0,0,0,0,0,23 +4,0,2015-05-01,0,39,0,0,0,0,0,0,0,0,39,24,0,0,0,0,0,102 +5,0,2015-06-01,0,38,0,0,0,27,0,0,0,0,0,30,0,0,0,0,0,95 +6,0,2015-07-01,0,41,0,0,0,0,0,0,0,0,46,46,0,65,0,0,0,198 +7,0,2015-08-01,0,0,0,0,0,0,0,0,0,0,49,32,0,0,92,0,0,173 +8,0,2015-09-01,0,45,0,0,0,0,0,0,0,0,62,24,0,0,0,0,0,131 +9,0,2015-10-01,0,34,0,0,0,0,0,0,0,100,0,40,0,0,0,69,0,243 +10,0,2015-11-01,0,73,0,0,0,0,0,0,0,0,50,32,73,0,0,0,0,228 +11,0,2015-12-01,0,76,0,0,100,41,0,0,0,0,41,41,0,0,0,0,0,299 +12,0,2016-01-01,0,0,0,0,0,55,0,0,0,0,28,28,0,0,0,0,0,111 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