From cfe313db286c8fdfe6c0d86f305be0d57fb1c10f Mon Sep 17 00:00:00 2001
From: GitHub Action <action@github.com>
Date: Sun, 17 Dec 2023 03:06:39 +0000
Subject: [PATCH] Auto-update of AQI data

---
 ...hishino,-gifu, gifu, japan-air-quality.csv |   31 +-
 ...i, hyogo prefecture, japan-air-quality.csv |   32 +-
 ...eo-shi, saitama-ken, japan-air-quality.csv |   49 +-
 ...sa,-chikuma, nagano, japan-air-quality.csv |   18 +-
 ...,-hakusan, ishikawa, japan-air-quality.csv |   47 +-
 ...ajima,-akita, akita, japan-air-quality.csv |   11 +-
 ...uo,-kisarazu, chiba, japan-air-quality.csv |   25 +-
 ...,-shimada, shizuoka, japan-air-quality.csv |   11 +-
 ...i,-kochi prefecture, japan-air-quality.csv |   18 +-
 ...o,-koshu, yamanashi, japan-air-quality.csv |   10 +-
 ...higashi,-gifu, gifu, japan-air-quality.csv |   13 +-
 ...ra,-kure, hiroshima, japan-air-quality.csv |   13 +-
 ...aru,-inuyama, aichi, japan-air-quality.csv |   11 +-
 ...i, osaka prefecture, japan-air-quality.csv |   32 +-
 ...chi,-toyama, toyama, japan-air-quality.csv |   19 +-
 .../hatori,-shizuoka, japan-air-quality.csv   |  245 +-
 ...ma,-arida, wakayama, japan-air-quality.csv |   18 +-
 .../hayashima,-okayama, japan-air-quality.csv |   59 +-
 ...i, hyogo prefecture, japan-air-quality.csv |   11 +-
 ...itachinaka, ibaraki, japan-air-quality.csv |   11 +-
 ...monoseki, yamaguchi, japan-air-quality.csv |   11 +-
 ...utsunomiya, tochigi, japan-air-quality.csv |   25 +-
 ...a, hyogo prefecture, japan-air-quality.csv |   18 +-
 ...i,-tochigi, tochigi, japan-air-quality.csv |   11 +-
 ...ae,-kure, hiroshima, japan-air-quality.csv |   19 +-
 ...goshogawara, aomori, japan-air-quality.csv |   11 +-
 ...nomuracho,-tsu, mie, japan-air-quality.csv |   15 +-
 ...ta,-hokota, ibaraki, japan-air-quality.csv |   11 +-
 ...ashimurayama, tokyo, japan-air-quality.csv |  833 ++--
 ...ncho,-kuki, saitama, japan-air-quality.csv |   13 +-
 ...katata,-otsu, shiga, japan-air-quality.csv |   15 +-
 ...kawa,-mito, ibaraki, japan-air-quality.csv |   11 +-
 .../ishimaru,-fukuoka, japan-air-quality.csv  |   11 +-
 .../ishincho,-aichi, japan-air-quality.csv    |  173 +-
 ...hara-shi, chiba-ken, japan-air-quality.csv |   11 +-
 ..., toyama prefecture, japan-air-quality.csv |   28 +-
 ...kumamoto prefecture, japan-air-quality.csv |   11 +-
 .../kabe,-hiroshima, japan-air-quality.csv    |   13 +-
 ...\215,-shizuoka-ken, japan-air-quality.csv" |   11 +-
 ...hinogawa, tokushima, japan-air-quality.csv |   26 +-
 ...awa,-aomori, aomori, japan-air-quality.csv |   11 +-
 ...inden, shizuoka-ken, japan-air-quality.csv |   11 +-
 ...ota-shi, aichi-ken, japan-air-quality.csv" |   23 +-
 ...fukuyama, hiroshima, japan-air-quality.csv |   19 +-
 ...i, kochi prefecture, japan-air-quality.csv |   12 +-
 ...agoshima, kagoshima, japan-air-quality.csv |   13 +-
 ... nagasaki, nagasaki, japan-air-quality.csv |   17 +-
 ...ata, unnan, shimane, japan-air-quality.csv |   19 +-
 ...hokkaido prefecture, japan-air-quality.csv |   11 +-
 ...hokkaido prefecture, japan-air-quality.csv |   34 +-
 ...ai,-ichihara, chiba, japan-air-quality.csv |   39 +-
 ...a,-kyoto prefecture, japan-air-quality.csv |   19 +-
 ...ku, saga prefecture, japan-air-quality.csv |   11 +-
 ...5-shi, saitama-ken, japan-air-quality.csv" |   15 +-
 ...-nagasaki, nagasaki, japan-air-quality.csv |   33 +-
 ...kudai,-abiko, chiba, japan-air-quality.csv |   11 +-
 ...-kurashiki, okayama, japan-air-quality.csv |   13 +-
 ..., takamatsu, kagawa, japan-air-quality.csv |   15 +-
 ...-kanazawa, ishikawa, japan-air-quality.csv |   32 +-
 ...ho,-hofu, yamaguchi, japan-air-quality.csv |   13 +-
 ...a-shi, shizuoka-ken, japan-air-quality.csv |   11 +-
 ...a,-hyogo prefecture, japan-air-quality.csv |   11 +-
 ...cho,-matsusaka, mie, japan-air-quality.csv |   17 +-
 .../kuma,-ehime, japan-air-quality.csv        |   13 +-
 ...-yokosuka, kanagawa, japan-air-quality.csv |    9 +-
 ...cho,-kusatsu, shiga, japan-air-quality.csv |  247 +-
 ...-shi, shizuoka-ken, japan-air-quality.csv" |   11 +-
 ...suhama,-niigata-ken, japan-air-quality.csv |   17 +-
 ...,-isahaya, nagasaki, japan-air-quality.csv |   15 +-
 .../miho,-shizuoka, japan-air-quality.csv     |   30 +-
 ...o-mikkabi, shizuoka, japan-air-quality.csv |   18 +-
 ...o, osaka prefecture, japan-air-quality.csv |   39 +-
 ..., yanagawa, fukuoka, japan-air-quality.csv |   11 +-
 ...achi, joso, ibaraki, japan-air-quality.csv |   11 +-
 ...ga, saga prefecture, japan-air-quality.csv | 3391 ++++++++++++++++-
 ...a, hyogo prefecture, japan-air-quality.csv |   11 +-
 ...ama-shi, toyama-ken, japan-air-quality.csv |   28 +-
 ...a,-kasaoka, okayama, japan-air-quality.csv |   19 +-
 ...ukushima, fukushima, japan-air-quality.csv |   17 +-
 ...ma,-moriyama, shiga, japan-air-quality.csv |   15 +-
 ...goya-shi, aichi-ken, japan-air-quality.csv |   77 +-
 ...hi,-sakaide, kagawa, japan-air-quality.csv |   13 +-
 ..., naruto, tokushima, japan-air-quality.csv |   14 +-
 ...-yokosuka, kanagawa, japan-air-quality.csv |    9 +-
 ...o,-atsugi, kanagawa, japan-air-quality.csv |  179 +-
 ...ji, anan, tokushima, japan-air-quality.csv |   20 +-
 ...machi,-kiryu, gunma, japan-air-quality.csv |   19 +-
 ...hi,-takasaki, gunma, japan-air-quality.csv |   11 +-
 ...-yokosuka, kanagawa, japan-air-quality.csv |  249 +-
 ...machi,-tokai, aichi, japan-air-quality.csv |   13 +-
 .../niigata-prefecture, japan-air-quality.csv |   17 +-
 .../nirenoki,-kumamoto, japan-air-quality.csv |   19 +-
 ...ho,-matsue, shimane, japan-air-quality.csv |   18 +-
 ...ri-shi, tottori-ken, japan-air-quality.csv |   11 +-
 ...ho,-omura, nagasaki, japan-air-quality.csv |   18 +-
 ...ma, saga prefecture, japan-air-quality.csv |   50 +-
 ...pu, oita prefecture, japan-air-quality.csv |   60 +-
 ...iroshima prefecture, japan-air-quality.csv |   85 +-
 .../ohashi,-fukuoka, japan-air-quality.csv    |   18 +-
 .../ojicho,-chiba, japan-air-quality.csv      |   11 +-
 ...i,-hyogo prefecture, japan-air-quality.csv |   18 +-
 ...hi,-ichikawa, chiba, japan-air-quality.csv |  374 +-
 ...,-isehara, kanagawa, japan-air-quality.csv |   34 +-
 ...hi,-takaoka, toyama, japan-air-quality.csv |   32 +-
 .../patrol-unit, kashi-air-quality.csv        |  236 +-
 ...kaihigashi,-niigata, japan-air-quality.csv |   40 +-
 ...i,-osaka prefecture, japan-air-quality.csv |  326 +-
 .../sanjo,-suzuka, mie, japan-air-quality.csv |   13 +-
 .../sasakubo,-saitama, japan-air-quality.csv  |   46 +-
 ...tte,-satte, saitama, japan-air-quality.csv |   21 +-
 ...o-shi, tottori-ken, japan-air-quality.csv" |   13 +-
 ..., hy\305\215go-ken, japan-air-quality.csv" |   17 +-
 ...i, hyogo prefecture, japan-air-quality.csv |   60 +-
 ...\215ji,-miyagi-ken, japan-air-quality.csv" |   32 +-
 ...oayashi,-miyagi-ken, japan-air-quality.csv |   67 +-
 ...iino,-futtsu, chiba, japan-air-quality.csv |   11 +-
 ...a,-kyoto prefecture, japan-air-quality.csv |   13 +-
 ...otosu-shi, gifu-ken, japan-air-quality.csv |   22 +-
 ...5\215,-niigata-ken, japan-air-quality.csv" |   19 +-
 ...cho,-minokamo, gifu, japan-air-quality.csv |   20 +-
 ...-wakayama, wakayama, japan-air-quality.csv |   17 +-
 ...ekimae, suzuka, mie, japan-air-quality.csv |   13 +-
 ...i, \305\215ita-ken, japan-air-quality.csv" |   17 +-
 ...-shi, kanagawa-ken, japan-air-quality.csv" |   45 +-
 ...i,-ishioka, ibaraki, japan-air-quality.csv |   11 +-
 ...go,-takizawa, iwate, japan-air-quality.csv |   21 +-
 .../sumida,-kanagawa, japan-air-quality.csv   |   13 +-
 ...o,-matsuyama, ehime, japan-air-quality.csv |   34 +-
 ...gimachi,-saga, saga, japan-air-quality.csv |   13 +-
 ...,-takamatsu, kagawa, japan-air-quality.csv |   15 +-
 ...machi,-tokai, aichi, japan-air-quality.csv |   11 +-
 ... kurashiki, okayama, japan-air-quality.csv |   13 +-
 ...tanaka,-fukuoka-ken, japan-air-quality.csv |   11 +-
 ...chicho,-tenri, nara, japan-air-quality.csv |   18 +-
 ...agoshima, kagoshima, japan-air-quality.csv |   19 +-
 ...-miyazaki, miyazaki, japan-air-quality.csv |   15 +-
 ...n, osaka prefecture, japan-air-quality.csv |   11 +-
 ...da,-toride, ibaraki, japan-air-quality.csv |   11 +-
 ...i, osaka prefecture, japan-air-quality.csv |   11 +-
 ...omihisacho,-fukuoka, japan-air-quality.csv |   11 +-
 ...oka,-tomioka, gunma, japan-air-quality.csv |   10 +-
 ...okita,-akita, akita, japan-air-quality.csv |   13 +-
 ...hi,-nogata, fukuoka, japan-air-quality.csv |   11 +-
 ...uda, sanuki, kagawa, japan-air-quality.csv |   19 +-
 ...hokkaido prefecture, japan-air-quality.csv |   11 +-
 ...urugamine,-kanagawa, japan-air-quality.csv |  757 +++-
 ...eda,-morioka, iwate, japan-air-quality.csv |   15 +-
 ...maki,-hiroshima-ken, japan-air-quality.csv |  173 +-
 ...no-shi, okayama-ken, japan-air-quality.csv |   15 +-
 ...ki, oita prefecture, japan-air-quality.csv |   11 +-
 ...mata-shi, chiba-ken, japan-air-quality.csv |   11 +-
 ...ho,-hachioji, tokyo, japan-air-quality.csv |   11 +-
 ...05\215,-miyagi-ken, japan-air-quality.csv" |   25 +-
 ...amaguchi,-yamaguchi, japan-air-quality.csv |   15 +-
 ...monoseki, yamaguchi, japan-air-quality.csv |   13 +-
 ...agoshima, kagoshima, japan-air-quality.csv |   11 +-
 ...ho,-yasugi, shimane, japan-air-quality.csv |   13 +-
 ...ma-shi, toyama-ken, japan-air-quality.csv" |   19 +-
 ...ta, oita prefecture, japan-air-quality.csv |   21 +-
 ...ta, oita prefecture, japan-air-quality.csv |   13 +-
 ...o,-osaka prefecture, japan-air-quality.csv |   18 +-
 .../yoshioka,-miyagi, japan-air-quality.csv   |   11 +-
 162 files changed, 9057 insertions(+), 1087 deletions(-)

diff --git a/data/japan-aqi/akanabehishino,-gifu, gifu, japan-air-quality.csv b/data/japan-aqi/akanabehishino,-gifu, gifu, japan-air-quality.csv
index 5e167df0..06e4a3f3 100644
--- a/data/japan-aqi/akanabehishino,-gifu, gifu, japan-air-quality.csv	
+++ b/data/japan-aqi/akanabehishino,-gifu, gifu, japan-air-quality.csv	
@@ -1,4 +1,20 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 13, 2, 28, 6, , 
+2023/12/3, 13, 3, 22, 6, , 
+2023/12/4, 22, 5, 28, 11, , 
+2023/12/5, 31, 7, 9, 14, , 
+2023/12/6, 34, 8, 27, 14, 1, 
+2023/12/7, 47, 11, 31, 11, 1, 
+2023/12/8, 46, 20, 27, 14, , 
+2023/12/9, 65, 24, 27, 14, , 
+2023/12/10, 81, 13, 30, 8, 1, 
+2023/12/11, 60, 15, 26, 15, , 
+2023/12/12, 59, 5, 32, 9, , 
+2023/12/13, 32, 3, 32, 8, , 
+2023/12/14, 18, 10, 26, 15, 1, 
+2023/12/15, 42, 8, 13, 17, , 
+2023/12/16, 34, 6, 33, 13, , 
+2023/12/17, 32, , 34, 1, , 
 2023/11/2, 45, 16, 44, 12, 1, 
 2023/11/3, 63, 23, 54, 10, 1, 
 2023/11/4, 83, 28, 55, 8, 1, 
@@ -17,13 +33,18 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/17, 41, 7, 29, 9, 1, 
 2023/11/18, 32, 4, 28, 8, 1, 
 2023/11/19, 17, 6, 28, 5, 1, 
-2023/11/20, 29, 6, 31, 7, , 
-2023/11/21, 31, 6, 25, 15, , 
-2023/11/22, 31, 9, 29, 15, , 
-2023/11/23, 53, 14, 35, 13, , 
+2023/11/20, 29, 6, 31, 7, 1, 
+2023/11/21, 31, 6, 25, 15, 1, 
+2023/11/22, 31, 9, 29, 15, 1, 
+2023/11/23, 53, 14, 35, 13, 1, 
 2023/11/24, 55, 11, 33, 9, , 
 2023/11/25, 51, 2, 29, 6, , 
-2023/11/26, 16, 1, , 9, , 
+2023/11/26, 16, 3, 27, 6, , 
+2023/11/27, 19, 10, 22, 14, , 
+2023/11/28, 48, 8, 32, 9, , 
+2023/11/29, 38, 5, 27, 10, 1, 
+2023/11/30, 31, 3, 28, 9, 1, 
+2023/12/1, 9, 2, 24, 8, , 
 2023/10/2, 32, 6, 35, 1, 1, 
 2023/10/3, 28, 6, 42, 3, 1, 
 2023/10/4, 31, 6, 35, 5, , 
diff --git a/data/japan-aqi/asahi,-aioi, hyogo prefecture, japan-air-quality.csv b/data/japan-aqi/asahi,-aioi, hyogo prefecture, japan-air-quality.csv
index 8abadf5a..1509b208 100644
--- a/data/japan-aqi/asahi,-aioi, hyogo prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/asahi,-aioi, hyogo prefecture, japan-air-quality.csv	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 22, 4, 29, 4, , 2
+2023/12/3, 21, 4, 30, 5, , 3
+2023/12/4, 25, 4, 26, 10, 1, 3
+2023/12/5, 25, 7, 8, 12, , 3
+2023/12/6, 28, 16, 16, 10, 2, 5
+2023/12/7, 37, 12, 32, 9, 1, 3
+2023/12/8, 41, 16, 24, 11, 2, 3
+2023/12/9, 46, 11, 20, 11, 1, 3
+2023/12/10, 36, 18, 23, 8, 2, 4
+2023/12/11, 47, 8, 27, 5, 1, 3
+2023/12/12, 36, 6, 24, 8, 1, 2
+2023/12/13, 22, 5, 26, 8, , 2
+2023/12/14, 24, 7, 20, 13, 1, 3
+2023/12/15, 19, 17, 6, 15, 1, 4
+2023/12/16, 32, 5, 32, 5, 1, 3
+2023/12/17, 28, 2, 30, 1, , 2
+2023/12/18, 17, , , , , 
 2023/11/2, 47, 23, 39, 13, 3, 3
 2023/11/3, 54, 27, 51, 8, 2, 4
 2023/11/4, 53, 23, 41, 6, 1, 3
@@ -16,8 +33,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/16, 38, 9, 30, 8, 1, 3
 2023/11/17, 27, 5, 31, 5, 1, 3
 2023/11/18, 24, 3, 28, 3, 1, 3
-2023/11/19, 20, 5, 17, 4, , 4
-2023/11/20, 20, , , , , 
+2023/11/19, 20, 6, 35, 5, 1, 5
+2023/11/20, 27, 6, 29, 5, 1, 4
+2023/11/21, 28, 5, 23, 10, 1, 3
+2023/11/22, 26, 10, 27, 8, 1, 3
+2023/11/23, 40, 12, 23, 10, 1, 3
+2023/11/24, 40, 11, 36, 4, 1, 3
+2023/11/25, 44, 2, 29, 3, , 2
+2023/11/26, 18, 4, 26, 5, 1, 3
+2023/11/27, 27, 8, 4, 12, 1, 4
+2023/11/28, 39, 7, 32, 6, 1, 4
+2023/11/29, 29, 6, 23, 8, , 2
+2023/11/30, 30, 7, 29, 4, , 2
+2023/12/1, 24, 4, 27, 5, , 2
 2023/10/2, 39, 6, 34, 3, , 3
 2023/10/3, 33, 8, 34, 6, 1, 4
 2023/10/4, 29, 10, 46, 5, 1, 2
diff --git a/data/japan-aqi/asamadai,-ageo-shi, saitama-ken, japan-air-quality.csv b/data/japan-aqi/asamadai,-ageo-shi, saitama-ken, japan-air-quality.csv
index 917f646d..53e46404 100644
--- a/data/japan-aqi/asamadai,-ageo-shi, saitama-ken, japan-air-quality.csv	
+++ b/data/japan-aqi/asamadai,-ageo-shi, saitama-ken, japan-air-quality.csv	
@@ -1,16 +1,51 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 32, 14, 22, 16, 1, 4
+2023/12/3, 51, 10, 28, 7, 1, 3
+2023/12/4, 38, 9, 29, 13, 1, 4
+2023/12/5, 28, 15, 11, 19, 1, 
+2023/12/6, 53, 9, 29, 14, 1, 
+2023/12/7, 35, 12, 31, 11, 1, 
+2023/12/8, 41, 10, 30, 10, , 
+2023/12/9, 32, 21, 23, 18, 1, 
+2023/12/10, 65, 22, 30, 14, 1, 
+2023/12/11, 67, 20, 19, 10, , 
+2023/12/12, 61, 10, 28, 7, , 
+2023/12/13, 39, 3, 31, 2, , 
+2023/12/14, 12, 11, 24, 14, , 
+2023/12/15, 41, 17, 20, 13, , 
+2023/12/16, 57, 21, 23, 14, , 
+2023/12/17, 63, 4, 29, 1, , 
+2023/12/18, 11, , , , , 
 2023/11/2, 57, 25, 41, 14, 1, 
 2023/11/3, 74, 31, 63, 13, 1, 
 2023/11/4, 87, 35, 51, 10, 1, 
 2023/11/5, 97, 28, 36, 4, 1, 
 2023/11/6, 80, 12, 30, 6, , 
-2023/11/7, 41, 11, 27, 4, , 
-2023/11/8, 34, 9, 31, 5, , 
-2023/11/9, 35, 16, 33, 11, , 
-2023/11/10, 55, 22, 9, 13, , 
-2023/11/11, 69, 4, 28, 2, , 
-2023/11/12, 16, 6, 21, 2, , 
-2023/11/13, 26, , , , , 
+2023/11/7, 41, 11, 27, 4, , 2
+2023/11/8, 34, 9, 31, 5, , 3
+2023/11/9, 35, 16, 33, 11, 1, 3
+2023/11/10, 55, 22, 9, 13, , 3
+2023/11/11, 69, 4, 28, 2, , 2
+2023/11/12, 16, 9, 21, 3, , 1
+2023/11/13, 40, 3, 28, 3, 1, 1
+2023/11/14, 16, 8, 30, 10, 1, 
+2023/11/15, 26, 7, 22, 11, , 
+2023/11/16, 30, 13, 27, 14, 1, 
+2023/11/17, 50, 10, 14, 13, 1, 
+2023/11/18, 40, 5, 28, 7, 1, 
+2023/11/19, 19, 6, 28, 11, 1, 
+2023/11/20, 25, 5, 28, 8, 1, 
+2023/11/21, 23, 11, 20, 15, 1, 
+2023/11/22, 39, 15, 21, 17, 1, 
+2023/11/23, 54, 21, 24, 15, , 
+2023/11/24, 68, 18, 35, 11, 1, 
+2023/11/25, 58, 3, 28, 2, , 
+2023/11/26, 11, 8, 20, 5, , 
+2023/11/27, 35, 13, 22, 14, 1, 
+2023/11/28, 50, 12, 31, 10, 1, 3
+2023/11/29, 44, 7, 26, 10, 1, 4
+2023/11/30, 26, 7, 26, 9, 1, 4
+2023/12/1, 26, 9, 20, 13, , 4
 2023/10/2, 40, 8, 36, 2, , 
 2023/10/3, 29, 9, 45, 5, 1, 
 2023/10/4, 35, 9, 28, 6, , 
diff --git a/data/japan-aqi/awasa,-chikuma, nagano, japan-air-quality.csv b/data/japan-aqi/awasa,-chikuma, nagano, japan-air-quality.csv
index 025366eb..e6b8edba 100644
--- a/data/japan-aqi/awasa,-chikuma, nagano, japan-air-quality.csv	
+++ b/data/japan-aqi/awasa,-chikuma, nagano, japan-air-quality.csv	
@@ -1,14 +1,20 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 14, 8, 27, 9, 1, 
 2023/12/3, 18, 8, 29, 6, 1, 
-2023/12/4, 22, 9, 7, 12, , 
-2023/12/5, 24, 17, , 19, , 
+2023/12/4, 22, 9, 7, 12, 1, 
+2023/12/5, 24, 17, , 19, 1, 
 2023/12/6, 52, 16, , 18, 1, 
-2023/12/7, 52, 9, , 8, , 
+2023/12/7, 52, 9, , 8, 1, 
 2023/12/8, 23, 13, , 15, 1, 
-2023/12/9, 39, 20, , 14, , 
-2023/12/10, 61, 15, , 18, , 
-2023/12/11, 53, , , , , 
+2023/12/9, 39, 20, , 14, 1, 
+2023/12/10, 61, 17, , 9, 1, 
+2023/12/11, 47, 11, 20, 10, , 
+2023/12/12, 34, 7, 31, 8, , 
+2023/12/13, 17, 6, 33, 8, , 
+2023/12/14, 15, 10, 28, 13, , 
+2023/12/15, 26, 18, 5, 19, , 
+2023/12/16, 50, 10, 25, 10, , 
+2023/12/17, 16, 5, 28, 3, , 
 2023/11/2, 43, 20, 36, 12, 1, 
 2023/11/3, 53, 24, 38, 8, 1, 
 2023/11/4, 62, 26, 34, 8, 1, 
diff --git a/data/japan-aqi/baba,-hakusan, ishikawa, japan-air-quality.csv b/data/japan-aqi/baba,-hakusan, ishikawa, japan-air-quality.csv
index 111c4269..cb274b3e 100644
--- a/data/japan-aqi/baba,-hakusan, ishikawa, japan-air-quality.csv	
+++ b/data/japan-aqi/baba,-hakusan, ishikawa, japan-air-quality.csv	
@@ -1,16 +1,51 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 14, 2, 28, 2, 1, 2
+2023/12/3, 11, 5, 32, 1, 1, 2
+2023/12/4, 15, 5, 31, 3, 1, 2
+2023/12/5, 19, 5, 24, 9, 1, 2
+2023/12/6, 22, 6, 31, 4, 2, 2
+2023/12/7, 21, 11, 34, 1, 1, 2
+2023/12/8, 35, 18, 28, 4, 1, 2
+2023/12/9, 50, 9, 34, 2, 1, 2
+2023/12/10, 28, 13, 32, 1, 1, 2
+2023/12/11, 38, 8, 30, 2, 1, 2
+2023/12/12, 23, 5, 30, 4, , 2
+2023/12/13, 14, 5, 33, 4, , 2
+2023/12/14, 16, 5, 29, 5, 1, 2
+2023/12/15, 17, 11, 32, 6, , 3
+2023/12/16, 19, 5, 34, 1, , 2
+2023/12/17, 17, 7, 35, 1, , 
+2023/12/18, 20, , , , , 
 2023/11/2, 35, 16, 45, 3, 1, 2
 2023/11/3, 52, 16, 53, 2, 1, 2
 2023/11/4, 53, 17, 45, 3, 1, 2
 2023/11/5, 55, 18, 39, 2, 1, 2
 2023/11/6, 57, 10, 33, 5, 1, 2
 2023/11/7, 32, 15, 36, 1, , 2
-2023/11/8, 38, 8, 32, 3, , 2
-2023/11/9, 27, 10, 35, 4, , 2
-2023/11/10, 36, 9, 32, 6, , 2
-2023/11/11, 27, 6, 30, 1, , 
-2023/11/12, 19, 5, 17, 1, , 
-2023/11/13, 11, , , , , 
+2023/11/8, 38, 8, 32, 3, 1, 2
+2023/11/9, 27, 10, 35, 4, 1, 2
+2023/11/10, 36, 9, 32, 6, 1, 2
+2023/11/11, 27, 6, 30, 1, 1, 
+2023/11/12, 19, 4, 29, 1, , 2
+2023/11/13, 11, 4, 29, 3, 1, 2
+2023/11/14, 14, 4, 27, 4, 1, 2
+2023/11/15, 12, 5, 32, 4, 1, 2
+2023/11/16, 16, 5, 31, 5, 1, 2
+2023/11/17, 16, 8, 35, 5, 1, 2
+2023/11/18, 22, 5, 32, 1, , 
+2023/11/19, 17, 9, 32, 1, , 2
+2023/11/20, 26, 9, 33, 3, 2, 2
+2023/11/21, 24, 5, 27, 4, 1, 2
+2023/11/22, 19, 7, 34, 4, 1, 2
+2023/11/23, 24, 10, 38, 2, 1, 2
+2023/11/24, 35, 12, 40, 1, 1, 2
+2023/11/25, 36, 2, 28, 2, , 
+2023/11/26, 12, 4, 29, 2, , 2
+2023/11/27, 11, 7, 31, 3, 2, 2
+2023/11/28, 26, 12, 32, 2, 1, 2
+2023/11/29, 40, 8, 31, 2, 1, 2
+2023/11/30, 23, 4, 32, 2, , 2
+2023/12/1, 16, 2, 24, 4, 1, 2
 2023/10/2, 29, 7, 35, 2, , 2
 2023/10/3, 18, 6, 36, 2, 1, 1
 2023/10/4, 18, 9, 40, 2, 1, 2
diff --git a/data/japan-aqi/barajima,-akita, akita, japan-air-quality.csv b/data/japan-aqi/barajima,-akita, akita, japan-air-quality.csv
index 000c111a..b01c99ef 100644
--- a/data/japan-aqi/barajima,-akita, akita, japan-air-quality.csv	
+++ b/data/japan-aqi/barajima,-akita, akita, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 29, 9, 31, 8, , 2
 2023/12/8, 38, 17, 26, 8, , 2
 2023/12/9, 47, 26, 29, 6, , 2
-2023/12/10, 51, 20, 21, 3, , 2
-2023/12/11, 51, , , , , 
+2023/12/10, 51, 13, 21, 3, , 2
+2023/12/11, 39, 5, 23, 9, , 2
+2023/12/12, 22, 4, 28, 8, , 2
+2023/12/13, 21, 4, 26, 7, , 1
+2023/12/14, 25, 4, 25, 12, , 1
+2023/12/15, 20, 4, 20, 14, , 2
+2023/12/16, 22, 5, 30, 9, , 1
+2023/12/17, 18, , , 1, , 1
+2023/12/18, 42, , , , , 
 2023/11/2, 27, 18, 32, 9, , 3
 2023/11/3, 47, 25, 48, 8, , 2
 2023/11/4, 59, 13, 37, 5, , 2
diff --git a/data/japan-aqi/chuo,-kisarazu, chiba, japan-air-quality.csv b/data/japan-aqi/chuo,-kisarazu, chiba, japan-air-quality.csv
index ae795287..ceb795b5 100644
--- a/data/japan-aqi/chuo,-kisarazu, chiba, japan-air-quality.csv	
+++ b/data/japan-aqi/chuo,-kisarazu, chiba, japan-air-quality.csv	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 23, 16, 24, 13, 1, 3
+2023/12/3, 50, 11, 29, 8, 3, 2
+2023/12/4, 35, 7, 28, 10, 2, 2
+2023/12/5, 23, 16, 8, 20, 1, 3
+2023/12/6, 46, 11, 28, 12, 1, 2
+2023/12/7, 33, 12, 35, 8, 1, 2
+2023/12/8, 31, 9, 23, 14, 1, 3
+2023/12/9, 30, 15, 31, 11, 1, 2
+2023/12/10, 40, 27, 12, 19, 4, 4
+2023/12/11, 68, 21, 22, 11, 1, 3
+2023/12/12, 52, 15, 23, 13, 1, 3
+2023/12/13, 38, 6, 27, 13, 1, 3
+2023/12/14, 19, 16, 19, 20, 2, 4
+2023/12/15, 47, 17, 28, 15, 1, 3
+2023/12/16, 43, 15, 30, 5, 1, 2
+2023/12/17, 39, 10, 26, 4, , 
+2023/12/18, 25, , , , , 
 2023/11/2, 41, 22, 52, 17, 3, 3
 2023/11/3, 58, 26, 64, 9, 1, 3
 2023/11/4, 65, 21, 50, 5, 1, 2
@@ -23,8 +40,12 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/23, 46, 20, 38, 15, 2, 2
 2023/11/24, 52, 16, 43, 4, 1, 2
 2023/11/25, 44, 3, 27, 3, 1, 2
-2023/11/26, 10, 6, 24, 5, 1, 2
-2023/11/27, 12, , , , , 
+2023/11/26, 10, 9, 23, 6, 1, 2
+2023/11/27, 27, 19, 25, 13, 2, 4
+2023/11/28, 56, 15, 36, 6, 1, 2
+2023/11/29, 38, 10, 31, 7, , 2
+2023/11/30, 30, 11, 29, 9, 1, 3
+2023/12/1, 36, 7, 24, 11, 2, 2
 2023/10/2, 39, 10, 41, 4, 2, 2
 2023/10/3, 28, 11, 39, 6, 1, 1
 2023/10/4, 31, 11, 29, 7, 1, 1
diff --git a/data/japan-aqi/chuocho,-shimada, shizuoka, japan-air-quality.csv b/data/japan-aqi/chuocho,-shimada, shizuoka, japan-air-quality.csv
index feeb4b62..cd65036b 100644
--- a/data/japan-aqi/chuocho,-shimada, shizuoka, japan-air-quality.csv	
+++ b/data/japan-aqi/chuocho,-shimada, shizuoka, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 17, 9, 36, 8, 3, 2
 2023/12/8, 29, 8, 29, 11, 1, 2
 2023/12/9, 22, 12, 27, 11, 4, 2
-2023/12/10, 37, 10, 16, 7, 1, 1
-2023/12/11, 30, , , , , 
+2023/12/10, 37, 12, 33, 8, 2, 1
+2023/12/11, 37, 16, 34, 12, 1, 2
+2023/12/12, 50, 7, 19, 9, 1, 1
+2023/12/13, 24, 4, 25, 7, 1, 1
+2023/12/14, 13, 6, 26, 9, 2, 1
+2023/12/15, 22, 6, 26, 6, 1, 1
+2023/12/16, 18, 11, 24, 4, 2, 1
+2023/12/17, 25, 4, 32, 1, , 1
+2023/12/18, 13, , , , , 
 2023/11/2, 36, 13, 38, 9, 1, 1
 2023/11/3, 48, 19, 58, 8, 1, 1
 2023/11/4, 58, 19, 41, 7, 5, 2
diff --git a/data/japan-aqi/ekiminamimachi,-kochi prefecture, japan-air-quality.csv b/data/japan-aqi/ekiminamimachi,-kochi prefecture, japan-air-quality.csv
index 6c380e18..ca19be02 100644
--- a/data/japan-aqi/ekiminamimachi,-kochi prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/ekiminamimachi,-kochi prefecture, japan-air-quality.csv	
@@ -2,13 +2,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 22, 4, 30, 3, 1, 2
 2023/12/3, 21, 8, 29, 3, 1, 2
 2023/12/4, 28, 8, 29, 3, 1, 4
-2023/12/5, 37, 6, 15, 3, , 3
-2023/12/6, 32, 3, 17, 3, , 3
-2023/12/7, 15, 9, 31, 4, , 3
-2023/12/8, 37, 6, 25, 3, , 3
+2023/12/5, 37, 6, 15, 3, 1, 3
+2023/12/6, 32, 3, 17, 3, 1, 3
+2023/12/7, 15, 9, 31, 4, 1, 3
+2023/12/8, 37, 6, 25, 3, 1, 3
 2023/12/9, 24, 7, 22, 2, 1, 4
-2023/12/10, 35, 6, 7, 1, , 2
-2023/12/11, 31, , , , , 
+2023/12/10, 35, 7, 24, 1, 4, 3
+2023/12/11, 38, 9, 14, 4, , 3
+2023/12/12, 43, 4, 24, 2, , 4
+2023/12/13, 10, 5, 24, 5, 1, 2
+2023/12/14, 21, 5, 19, 3, , 2
+2023/12/15, 18, 7, 15, 4, , 3
+2023/12/16, 20, 7, 20, 3, , 2
+2023/12/17, 23, , , , , 
 2023/11/2, 38, 10, 30, 3, 1, 3
 2023/11/3, 41, 13, 34, 3, 1, 3
 2023/11/4, 55, 14, 27, 2, 1, 3
diff --git a/data/japan-aqi/enzankamishiogo,-koshu, yamanashi, japan-air-quality.csv b/data/japan-aqi/enzankamishiogo,-koshu, yamanashi, japan-air-quality.csv
index 5c742a2b..0d854651 100644
--- a/data/japan-aqi/enzankamishiogo,-koshu, yamanashi, japan-air-quality.csv	
+++ b/data/japan-aqi/enzankamishiogo,-koshu, yamanashi, japan-air-quality.csv	
@@ -7,8 +7,14 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 84, 9, 35, 3, , 3
 2023/12/8, 69, 12, 31, 3, , 5
 2023/12/9, 66, 15, 32, 4, , 4
-2023/12/10, 61, 8, 20, 2, , 5
-2023/12/11, 5, , , , , 
+2023/12/10, 61, 15, 32, 3, , 3
+2023/12/11, 79, 24, 29, 7, , 5
+2023/12/12, 74, 10, 23, 6, , 4
+2023/12/13, 49, 5, 27, 3, , 3
+2023/12/14, 54, 12, 26, 4, , 4
+2023/12/15, 53, 17, 18, 8, , 5
+2023/12/16, 54, 17, 20, 8, , 5
+2023/12/17, 69, 2, 34, 1, , 3
 2023/11/2, 57, 16, 39, 3, , 3
 2023/11/3, 60, 18, 43, 2, , 3
 2023/11/4, 64, 19, 41, 3, , 4
diff --git a/data/japan-aqi/fukumitsuhigashi,-gifu, gifu, japan-air-quality.csv b/data/japan-aqi/fukumitsuhigashi,-gifu, gifu, japan-air-quality.csv
index d0618e20..de4b1568 100644
--- a/data/japan-aqi/fukumitsuhigashi,-gifu, gifu, japan-air-quality.csv	
+++ b/data/japan-aqi/fukumitsuhigashi,-gifu, gifu, japan-air-quality.csv	
@@ -6,9 +6,16 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/6, 32, 6, 22, 7, 1, 
 2023/12/7, 33, 5, 26, 4, 1, 
 2023/12/8, 40, 6, 23, 6, 1, 
-2023/12/9, 52, 8, 22, 5, , 
-2023/12/10, 62, 5, 4, 2, , 
-2023/12/11, 46, , , , , 
+2023/12/9, 52, 8, 22, 5, 1, 
+2023/12/10, 62, 7, 29, 3, 1, 
+2023/12/11, 50, 7, 21, 6, 1, 
+2023/12/12, 51, 3, 29, 3, , 
+2023/12/13, 17, 2, 28, 3, 1, 
+2023/12/14, 13, 5, 21, 7, 2, 
+2023/12/15, 28, 4, 8, 7, 1, 
+2023/12/16, 26, 4, 26, 6, 1, 
+2023/12/17, 18, 1, 28, 2, , 
+2023/12/18, 9, , , , , 
 2023/11/2, 43, 8, 22, 5, , 
 2023/11/3, 55, 10, 26, 4, 1, 
 2023/11/4, 66, 12, 27, 4, 1, 
diff --git a/data/japan-aqi/fushihara,-kure, hiroshima, japan-air-quality.csv b/data/japan-aqi/fushihara,-kure, hiroshima, japan-air-quality.csv
index 193fa594..30fd35e9 100644
--- a/data/japan-aqi/fushihara,-kure, hiroshima, japan-air-quality.csv	
+++ b/data/japan-aqi/fushihara,-kure, hiroshima, japan-air-quality.csv	
@@ -4,11 +4,18 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/4, 35, 10, 31, 7, 1, 3
 2023/12/5, 41, 16, 19, 15, 2, 3
 2023/12/6, 54, 11, 27, 9, 1, 4
-2023/12/7, 38, 19, 35, 4, , 3
+2023/12/7, 38, 19, 35, 4, 1, 3
 2023/12/8, 54, 18, 25, 10, 1, 3
 2023/12/9, 55, 18, 24, 9, 2, 4
-2023/12/10, 50, 8, 15, 5, , 3
-2023/12/11, 38, , , , , 
+2023/12/10, 50, 15, 28, 5, 2, 3
+2023/12/11, 53, 13, 22, 8, 1, 4
+2023/12/12, 50, 6, 28, 6, , 3
+2023/12/13, 15, 5, 30, 3, , 3
+2023/12/14, 16, 8, 14, 11, 2, 5
+2023/12/15, 34, 12, 23, 10, 1, 8
+2023/12/16, 48, 7, 32, 3, , 3
+2023/12/17, 17, 3, 32, 1, , 2
+2023/12/18, 27, , , , , 
 2023/11/2, 51, 12, 41, 7, 1, 3
 2023/11/3, 52, 16, 52, 6, 1, 3
 2023/11/4, 61, 22, 37, 6, 1, 3
diff --git a/data/japan-aqi/goromaru,-inuyama, aichi, japan-air-quality.csv b/data/japan-aqi/goromaru,-inuyama, aichi, japan-air-quality.csv
index fb1dcdd8..6faeda14 100644
--- a/data/japan-aqi/goromaru,-inuyama, aichi, japan-air-quality.csv	
+++ b/data/japan-aqi/goromaru,-inuyama, aichi, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 28, 15, 26, 11, 1, 
 2023/12/8, 34, 26, 20, 12, 2, 
 2023/12/9, 46, 24, 25, 10, 2, 
-2023/12/10, 49, 17, 9, 7, 1, 
-2023/12/11, 37, , , , , 
+2023/12/10, 49, 21, 26, 8, 3, 
+2023/12/11, 49, 21, 20, 13, 1, 
+2023/12/12, 44, 7, 24, 8, 1, 
+2023/12/13, 25, 5, 25, 8, 3, 
+2023/12/14, 14, 13, 17, 14, 1, 
+2023/12/15, 34, 13, 4, 14, 1, 
+2023/12/16, 27, 10, 24, 12, 4, 
+2023/12/17, 23, 1, 28, 1, 1, 
+2023/12/18, 7, , , , , 
 2023/11/2, 43, 25, 42, 12, 2, 
 2023/11/3, 61, 30, 46, 11, 1, 
 2023/11/4, 68, 36, 46, 10, 2, 
diff --git a/data/japan-aqi/hamadera-funaochonishi, osaka prefecture, japan-air-quality.csv b/data/japan-aqi/hamadera-funaochonishi, osaka prefecture, japan-air-quality.csv
index 248299ec..9c0d4e43 100644
--- a/data/japan-aqi/hamadera-funaochonishi, osaka prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/hamadera-funaochonishi, osaka prefecture, japan-air-quality.csv	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 28, 6, 28, 9, 1, 
+2023/12/3, 33, 7, 30, 8, 1, 
+2023/12/4, 38, 6, 29, 16, 1, 
+2023/12/5, 38, 16, 8, 26, 1, 
+2023/12/6, 61, 14, 24, 18, 2, 
+2023/12/7, 60, 20, 35, 15, 2, 
+2023/12/8, 66, 38, 24, 25, 12, 
+2023/12/9, 82, 24, 29, 18, 2, 
+2023/12/10, 67, 30, 22, 22, 3, 
+2023/12/11, 83, 23, 34, 15, 1, 
+2023/12/12, 71, 11, 31, 13, 1, 
+2023/12/13, 44, 6, 31, 11, 1, 
+2023/12/14, 32, 14, 21, 24, 2, 
+2023/12/15, 58, 18, 28, 19, 1, 
+2023/12/16, 59, 12, 32, 10, 1, 
+2023/12/17, 37, 5, 31, 3, 1, 
+2023/12/18, 13, , , , , 
 2023/11/2, 58, 21, 43, 19, 3, 
 2023/11/3, 69, 27, 58, 13, 2, 
 2023/11/4, 81, 26, 54, 12, 2, 
@@ -16,8 +33,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/16, 50, 12, 31, 15, 1, 
 2023/11/17, 57, 9, 34, 11, 1, 
 2023/11/18, 40, 5, 31, 4, 1, 
-2023/11/19, 28, 10, 31, , , 
-2023/11/20, 46, , , , , 
+2023/11/19, 28, 11, 36, 4, 1, 
+2023/11/20, 52, 10, 30, 8, 1, 
+2023/11/21, 46, 11, 23, 18, 3, 
+2023/11/22, 49, 15, 23, 18, 2, 
+2023/11/23, 59, 17, 32, 15, 1, 
+2023/11/24, 63, 18, 40, 10, 1, 
+2023/11/25, 60, 3, 30, 5, 1, 
+2023/11/26, 24, 5, 29, 9, 1, 
+2023/11/27, 35, 16, 10, 22, 1, 
+2023/11/28, 62, 19, 32, 13, 1, 
+2023/11/29, 65, 12, 27, 12, 1, 
+2023/11/30, 51, 8, 29, 8, 1, 
+2023/12/1, 40, 4, 28, 7, 1, 
 2023/10/2, 47, 12, 37, 6, , 
 2023/10/3, 36, 10, 43, 8, 1, 
 2023/10/4, 43, 15, 59, 12, 1, 
diff --git a/data/japan-aqi/hasumachi,-toyama, toyama, japan-air-quality.csv b/data/japan-aqi/hasumachi,-toyama, toyama, japan-air-quality.csv
index 60b997d4..787b6851 100644
--- a/data/japan-aqi/hasumachi,-toyama, toyama, japan-air-quality.csv	
+++ b/data/japan-aqi/hasumachi,-toyama, toyama, japan-air-quality.csv	
@@ -3,12 +3,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/3, 9, 7, 29, 3, , 4
 2023/12/4, 11, 6, 29, 4, 2, 
 2023/12/5, 15, 6, 17, 13, , 
-2023/12/6, 24, 8, 28, 8, 3, 
-2023/12/7, 19, 6, 32, 3, 1, 
-2023/12/8, 27, 18, 30, 5, 1, 
-2023/12/9, 46, 10, 33, 2, 2, 
-2023/12/10, 26, 8, 23, 1, , 
-2023/12/11, 24, , , , , 
+2023/12/6, 24, 8, 28, 8, 3, 5
+2023/12/7, 19, 6, 32, 3, 1, 3
+2023/12/8, 27, 18, 30, 5, 1, 5
+2023/12/9, 46, 10, 33, 2, 2, 4
+2023/12/10, 26, 11, 33, 1, 1, 4
+2023/12/11, 35, 10, 30, 4, 1, 3
+2023/12/12, 22, 9, 34, 5, 1, 4
+2023/12/13, 16, 6, 30, 6, 1, 4
+2023/12/14, 15, 8, 27, 7, 1, 4
+2023/12/15, 21, 6, 32, 3, , 6
+2023/12/16, 22, 4, 33, 1, , 
+2023/12/17, 16, 7, 34, 1, , 
+2023/12/18, 17, , , , , 
 2023/11/2, 38, 11, 46, 3, 1, 
 2023/11/3, 52, 14, 48, 1, 1, 
 2023/11/4, 51, 12, 40, , 1, 
diff --git a/data/japan-aqi/hatori,-shizuoka, japan-air-quality.csv b/data/japan-aqi/hatori,-shizuoka, japan-air-quality.csv
index e6ff88b3..8abdc368 100644
--- a/data/japan-aqi/hatori,-shizuoka, japan-air-quality.csv	
+++ b/data/japan-aqi/hatori,-shizuoka, japan-air-quality.csv	
@@ -1,18 +1,174 @@
 date, pm25, pm10, o3, no2, so2, co
-2023/5/2, 48, 14, 58, 3, 1, 
-2023/5/3, 44, 13, 50, 1, 1, 
-2023/5/4, 46, 13, 47, 1, 1, 
-2023/5/5, 43, 10, 43, 1, 1, 
-2023/5/6, 35, 13, 37, 1, 1, 
-2023/5/7, 39, 17, 25, 1, 1, 
-2023/5/8, 50, 6, 33, 4, 1, 
-2023/5/9, 22, 11, 50, 4, 1, 
-2023/5/10, 43, 16, 59, 4, 1, 
-2023/5/11, 57, 15, 53, 3, 1, 
-2023/5/12, 55, 10, 51, 3, , 
-2023/5/13, 43, 8, 36, 3, 1, 
-2023/5/14, 32, 8, 22, 1, 1, 
-2023/5/15, 33, , , , , 
+2023/12/2, 17, 5, 24, 3, 1, 
+2023/12/3, 19, 6, 30, 2, 1, 
+2023/12/4, 27, 6, 26, 4, 1, 
+2023/12/5, 24, 6, 9, 5, 1, 
+2023/12/6, 27, 7, 27, 6, 1, 
+2023/12/7, 26, 10, 33, 4, 1, 
+2023/12/8, 34, 8, 27, 5, 1, 
+2023/12/9, 28, 11, 23, 5, 1, 
+2023/12/10, 42, 13, 33, 4, 1, 
+2023/12/11, 48, 16, 30, 6, 1, 
+2023/12/12, 55, 9, 18, 9, 1, 
+2023/12/13, 30, 5, 22, 4, 1, 
+2023/12/14, 19, 7, 23, 4, 1, 
+2023/12/15, 26, 7, 23, 5, 1, 
+2023/12/16, 21, 8, 28, 1, , 
+2023/12/17, 28, 4, 30, 1, 1, 
+2023/12/18, 17, , , , , 
+2023/11/2, 36, 16, 38, 5, 1, 
+2023/11/3, 55, 18, 47, 4, 1, 
+2023/11/4, 60, 22, 40, 3, 1, 
+2023/11/5, 73, 22, 39, 2, 1, 
+2023/11/6, 63, 14, 28, 3, 1, 
+2023/11/7, 42, 9, 29, 2, 1, 
+2023/11/8, 25, 12, 29, 4, 1, 
+2023/11/9, 43, 12, 32, 5, 1, 
+2023/11/10, 44, 9, 12, 4, 1, 2
+2023/11/11, 29, 5, 23, 3, 1, 2
+2023/11/12, 15, 6, 24, 2, 1, 2
+2023/11/13, 22, 3, 24, 2, 1, 2
+2023/11/14, 13, 4, 27, 3, 1, 2
+2023/11/15, 19, 7, 17, 4, 1, 2
+2023/11/16, 31, 7, 29, 3, 1, 2
+2023/11/17, 26, 5, 30, 3, , 2
+2023/11/18, 21, 3, 29, 1, 1, 2
+2023/11/19, 15, 3, 25, 2, 1, 
+2023/11/20, 18, 5, 32, 4, 1, 
+2023/11/21, 21, 7, 20, 4, 1, 
+2023/11/22, 26, 10, 26, 4, 1, 
+2023/11/23, 35, 12, 28, 5, 1, 
+2023/11/24, 50, 12, 38, 2, 1, 
+2023/11/25, 45, 4, 22, 4, 1, 
+2023/11/26, 16, 7, 25, 3, 1, 
+2023/11/27, 29, 9, 27, 4, 1, 
+2023/11/28, 36, 9, 34, 4, 1, 
+2023/11/29, 38, 7, 32, 1, 1, 
+2023/11/30, 27, 8, 31, 2, 1, 
+2023/12/1, 31, 4, 25, 4, 1, 
+2023/10/2, 35, 11, 42, 3, 1, 
+2023/10/3, 37, 12, 42, 3, 1, 
+2023/10/4, 40, 6, 28, 1, 1, 
+2023/10/5, 25, 6, 35, 1, , 
+2023/10/6, 22, 5, 33, 2, 1, 
+2023/10/7, 21, 7, 39, 2, 1, 
+2023/10/8, 26, 8, 21, 1, 1, 
+2023/10/9, 26, 3, 18, 2, 1, 
+2023/10/10, 11, 4, 28, 3, 1, 
+2023/10/11, 15, 7, 24, 3, 1, 
+2023/10/12, 23, 9, 33, 3, 1, 
+2023/10/13, 33, 10, 36, 3, 1, 
+2023/10/14, 39, 11, 37, 2, 1, 
+2023/10/15, 42, 6, 31, 1, 1, 
+2023/10/16, 23, 7, 38, 3, 1, 
+2023/10/17, 22, 9, 36, 3, 1, 
+2023/10/18, 32, 11, 44, 4, 1, 
+2023/10/19, 39, 12, 39, 3, 1, 
+2023/10/20, 41, 12, 36, 2, 1, 
+2023/10/21, 41, 4, 28, 2, 1, 
+2023/10/22, 14, 3, 30, 1, 1, 
+2023/10/23, 15, 6, 32, 3, 1, 
+2023/10/24, 24, 9, 38, 4, 1, 
+2023/10/25, 32, 12, 36, 5, 1, 
+2023/10/26, 48, 13, 37, 4, 1, 
+2023/10/27, 50, 16, 48, 3, 1, 
+2023/10/28, 55, 15, 42, 3, , 
+2023/10/29, 55, 8, 30, 2, 1, 
+2023/10/30, 31, 6, 29, 3, 1, 
+2023/10/31, 23, 8, 27, 4, 1, 
+2023/11/1, 26, 10, 36, 3, 1, 
+2023/7/2, 16, 8, 50, 1, 1, 
+2023/7/3, 24, 20, 43, 3, 1, 
+2023/7/4, 47, 17, 46, 2, 1, 
+2023/7/5, 42, 12, 36, 2, 1, 
+2023/7/6, 30, 11, 54, 2, 1, 
+2023/7/7, 25, 22, 50, 3, , 
+2023/7/8, 50, 20, 19, 2, 1, 
+2023/7/9, 39, 22, 24, 1, 1, 
+2023/7/10, 43, 28, 35, 2, 1, 
+2023/7/11, 54, 23, 44, 3, 1, 
+2023/7/12, 50, 23, 30, 3, 1, 
+2023/7/13, 51, 12, 29, 4, 1, 
+2023/7/14, 28, 21, 29, 3, , 
+2023/7/15, 33, 11, 15, 1, 1, 
+2023/7/16, 22, 15, 26, 1, 1, 
+2023/7/17, 30, 19, 42, 2, , 
+2023/7/18, 45, 29, 54, 3, 1, 
+2023/7/19, 61, 27, 40, 4, 1, 
+2023/7/20, 51, 16, 36, 3, 1, 
+2023/7/21, 37, 15, 48, 3, 1, 
+2023/7/22, 41, 16, 44, 2, 1, 
+2023/7/23, 39, 14, 42, 2, 1, 
+2023/7/24, 34, 11, 36, 3, 1, 
+2023/7/25, 27, 11, 35, 2, 1, 
+2023/7/26, 25, 17, 44, 3, 1, 
+2023/7/27, 46, 18, 40, 4, , 
+2023/7/28, 44, 13, 33, 3, 1, 
+2023/7/29, 32, 9, 31, 3, , 
+2023/7/30, 22, 11, 29, 2, 1, 
+2023/7/31, 26, 9, 25, 2, , 
+2023/8/1, 19, 8, 19, 3, 1, 
+2023/8/2, 16, 9, 24, 2, 1, 
+2023/8/3, 20, 15, 17, 2, 3, 
+2023/8/4, 33, 12, 28, 2, 1, 
+2023/8/5, 30, 8, 21, 2, , 
+2023/8/6, 14, 8, 19, 1, 1, 
+2023/8/7, 15, 6, 17, 1, 1, 
+2023/8/8, 12, 8, 21, 1, 1, 
+2023/8/9, 14, 8, 22, 2, 1, 
+2023/8/10, 13, 13, 22, 1, 1, 
+2023/8/11, 22, 13, 39, 2, 1, 
+2023/8/12, 30, 14, 33, 2, 1, 
+2023/8/13, 31, 14, 25, 1, , 
+2023/8/14, 31, 13, 20, 1, 1, 
+2023/8/15, 24, 36, 40, 1, 1, 
+2023/8/16, 52, 16, 26, 1, 1, 
+2023/8/17, 30, 13, 20, 1, 1, 
+2023/8/18, 25, 16, 32, 1, 1, 
+2023/8/19, 32, 19, 39, 1, 1, 
+2023/8/20, 35, 19, 36, 1, 1, 
+2023/8/21, 39, 15, 41, 2, 1, 
+2023/8/22, 33, 9, 21, 1, 1, 
+2023/8/23, 17, 9, 22, 1, 1, 
+2023/8/24, 15, 7, 16, 1, 1, 
+2023/8/25, 13, 10, 22, 1, 1, 
+2023/8/26, 14, 10, 21, 1, 1, 
+2023/8/27, 16, 12, 33, 1, 1, 
+2023/8/28, 23, 18, 51, 2, , 
+2023/8/29, 34, 10, 29, 2, 1, 
+2023/8/30, 18, 11, 15, 2, 1, 
+2023/8/31, 19, 12, 14, 1, 1, 
+2023/9/1, 18, 9, 19, 1, 1, 
+2023/9/2, 16, 8, 20, 1, 1, 
+2023/9/3, 15, 13, 41, 2, 1, 
+2023/9/4, 25, 7, 17, 3, 1, 
+2023/9/5, 15, 7, 24, 1, 1, 
+2023/9/6, 13, 8, 10, 2, 1, 
+2023/9/7, 16, 10, 29, 3, 1, 
+2023/9/8, 21, 6, 26, 2, , 
+2023/9/9, 17, 9, 23, 1, , 
+2023/9/10, 15, 14, 21, 1, 1, 
+2023/9/11, 26, 9, 14, 1, 1, 
+2023/9/12, 15, 10, 24, 2, 1, 
+2023/9/13, 19, 13, 31, 2, 1, 
+2023/9/14, 26, 11, 27, 2, 1, 
+2023/9/15, 22, 15, 39, 2, 1, 
+2023/9/16, 29, 16, 35, 2, 1, 
+2023/9/17, 30, 11, 21, 1, 1, 
+2023/9/18, 21, 8, 18, 1, 1, 
+2023/9/19, 14, 11, 25, 1, 1, 
+2023/9/20, 25, 21, 39, 4, 1, 
+2023/9/21, 50, 13, 11, 3, 1, 
+2023/9/22, 33, 10, 32, 3, 1, 
+2023/9/23, 21, 10, 33, 2, 1, 
+2023/9/24, 24, 9, 38, 1, 1, 
+2023/9/25, 29, 9, 39, 2, 1, 
+2023/9/26, 30, 10, 37, 3, 1, 
+2023/9/27, 32, 17, 54, 5, 1, 
+2023/9/28, 47, 20, 39, 3, 1, 
+2023/9/29, 54, 16, 45, 3, 1, 
+2023/9/30, 42, 11, 39, 2, 1, 
+2023/10/1, 29, 12, 31, 1, 1, 
 2023/4/2, 52, 16, 52, 2, 1, 
 2023/4/3, 55, 12, 47, 3, 1, 
 2023/4/4, 47, 11, 48, 4, 1, 
@@ -43,6 +199,67 @@ date, pm25, pm10, o3, no2, so2, co
 2023/4/29, 39, 10, 43, 3, 1, 
 2023/4/30, 36, 5, 29, 1, 1, 
 2023/5/1, 20, 17, 51, 2, 1, 
+2023/5/2, 48, 14, 58, 3, 1, 
+2023/5/3, 44, 13, 50, 1, 1, 
+2023/5/4, 46, 13, 47, 1, 1, 
+2023/5/5, 43, 10, 43, 1, 1, 
+2023/5/6, 35, 13, 37, 1, 1, 
+2023/5/7, 39, 8, 31, 1, 1, 
+2023/5/8, 28, 6, 33, 4, 1, 
+2023/5/9, 22, 11, 50, 4, 1, 
+2023/5/10, 43, 16, 59, 4, 1, 
+2023/5/11, 57, 15, 53, 3, 1, 
+2023/5/12, 55, 10, 51, 3, 1, 
+2023/5/13, 43, 8, 36, 3, 1, 
+2023/5/14, 32, 7, 27, 1, 1, 
+2023/5/15, 29, 5, 40, 3, 1, 
+2023/5/16, 23, 9, 43, 3, 1, 
+2023/5/17, 35, 20, 69, 5, 1, 
+2023/5/18, 63, 28, 55, 4, 1, 
+2023/5/19, 77, 9, 36, 4, , 
+2023/5/20, 36, 6, 42, 2, 1, 
+2023/5/21, 20, 14, 36, 3, 1, 
+2023/5/22, 41, 15, 48, 3, 1, 
+2023/5/23, 50, 15, 38, 4, , 
+2023/5/24, 43, 11, 35, 2, 1, 
+2023/5/25, 37, 11, 41, 2, 1, 
+2023/5/26, 39, 9, 40, 2, 1, 
+2023/5/27, 31, 10, 37, 2, 1, 
+2023/5/28, 34, 11, 37, 1, 1, 
+2023/5/29, 37, 10, 19, 2, 1, 
+2023/5/30, 29, 6, 30, 3, , 
+2023/5/31, 21, 10, 32, 4, , 
+2023/6/1, 36, 10, 37, 3, 1, 
+2023/6/2, 33, 6, 16, 2, 1, 
+2023/6/3, 15, 6, 38, 2, 1, 
+2023/6/4, 19, 15, 43, 1, 1, 
+2023/6/5, 45, 15, 50, 3, 1, 
+2023/6/6, 53, 16, 41, 4, 1, 
+2023/6/7, 52, 11, 49, 2, 1, 
+2023/6/8, 34, 13, 44, 3, 1, 
+2023/6/9, 41, 8, 34, 3, 1, 
+2023/6/10, 27, 15, 37, 4, 1, 
+2023/6/11, 44, 6, 31, 2, , 
+2023/6/12, 19, 8, 15, 2, 1, 
+2023/6/13, 21, 13, 45, 3, 1, 
+2023/6/14, 34, 14, 26, 2, 1, 
+2023/6/15, 39, 13, 28, 5, , 
+2023/6/16, 40, 11, 53, 3, 1, 
+2023/6/17, 33, 12, 63, 2, 1, 
+2023/6/18, 42, 22, 49, 2, 1, 
+2023/6/19, 62, 24, 64, 3, 1, 
+2023/6/20, 67, 12, 37, 2, 1, 
+2023/6/21, 40, 10, 38, 2, 1, 
+2023/6/22, 35, 7, 23, 2, , 
+2023/6/23, 25, 9, 36, 3, 1, 
+2023/6/24, 27, 18, 66, 3, 1, 
+2023/6/25, 52, 20, 52, 2, , 
+2023/6/26, 61, 20, 45, 4, 1, 
+2023/6/27, 56, 22, 48, 4, 1, 
+2023/6/28, 56, 23, 36, 4, 1, 
+2023/6/29, 56, 11, 38, 2, 1, 
+2023/6/30, 32, 17, 14, 2, 1, 
+2023/7/1, 41, 8, 33, 1, 1, 
 2023/1/3, 26, 2, 24, 2, 1, 
 2023/1/4, 17, 2, 25, 2, 1, 
 2023/1/5, 14, 3, 24, 4, 1, 
diff --git a/data/japan-aqi/hatsushimachohama,-arida, wakayama, japan-air-quality.csv b/data/japan-aqi/hatsushimachohama,-arida, wakayama, japan-air-quality.csv
index 5038d402..f4a6775f 100644
--- a/data/japan-aqi/hatsushimachohama,-arida, wakayama, japan-air-quality.csv	
+++ b/data/japan-aqi/hatsushimachohama,-arida, wakayama, japan-air-quality.csv	
@@ -1,7 +1,21 @@
 date, pm25, pm10, o3, no2, so2
 2023/12/2, 17, 6, 35, 1, 1
-2023/12/3, 20, 8, 35, 1, 1
-2023/12/4, 34, , , , 
+2023/12/3, 20, 9, 33, 2, 1
+2023/12/4, 32, 7, 31, 6, 2
+2023/12/5, 22, 12, 20, 8, 1
+2023/12/6, 38, 12, 24, 11, 2
+2023/12/7, 42, 16, 38, 3, 1
+2023/12/8, 42, 26, 36, 5, 1
+2023/12/9, 55, 18, 28, 11, 2
+2023/12/10, 44, 19, 30, 8, 3
+2023/12/11, 48, 19, 35, 4, 1
+2023/12/12, 50, 6, 33, 8, 2
+2023/12/13, 19, 6, 31, 4, 2
+2023/12/14, 18, 8, 20, 9, 2
+2023/12/15, 28, 8, 35, 6, 1
+2023/12/16, 22, 11, 34, 5, 1
+2023/12/17, 27, 5, 32, , 1
+2023/12/18, 15, , , , 
 2023/11/2, 47, 17, 55, 6, 2
 2023/11/3, 52, 18, 53, 3, 1
 2023/11/4, 53, 19, 47, 5, 2
diff --git a/data/japan-aqi/hayashima,-okayama, japan-air-quality.csv b/data/japan-aqi/hayashima,-okayama, japan-air-quality.csv
index 784e32f6..5825d18b 100644
--- a/data/japan-aqi/hayashima,-okayama, japan-air-quality.csv	
+++ b/data/japan-aqi/hayashima,-okayama, japan-air-quality.csv	
@@ -1,4 +1,50 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 23, 7, 30, 11, , 
+2023/12/3, 30, 10, 29, 13, , 
+2023/12/4, 41, 18, 22, 21, , 
+2023/12/5, 58, 24, 6, 21, , 
+2023/12/6, 70, 18, 12, 18, , 5
+2023/12/7, 55, 19, 30, 18, 1, 3
+2023/12/8, 55, 29, 20, 20, 3, 4
+2023/12/9, 60, 33, 20, 20, 3, 4
+2023/12/10, 73, 35, 21, 18, 5, 5
+2023/12/11, 88, 25, 25, 12, 2, 4
+2023/12/12, 67, 7, 25, 15, 1, 2
+2023/12/13, 26, 5, 28, 17, 1, 
+2023/12/14, 22, 11, 17, 18, , 
+2023/12/15, 41, 24, 7, 20, , 
+2023/12/16, 63, 10, 29, 11, , 
+2023/12/17, 38, 5, , 2, , 
+2023/11/2, 70, 31, 36, 26, , 
+2023/11/3, 84, 47, 44, 19, , 
+2023/11/4, 118, 44, 38, 15, , 
+2023/11/5, 112, 29, 37, 6, , 
+2023/11/6, 83, 14, 27, 10, , 
+2023/11/7, 39, 15, 34, 10, , 
+2023/11/8, 45, 15, 34, 19, , 
+2023/11/9, 50, 32, 29, 18, , 
+2023/11/10, 87, 20, 23, 17, , 
+2023/11/11, 58, 3, 26, 10, , 
+2023/11/12, 22, 6, 32, 5, , 
+2023/11/13, 27, 4, 27, 12, , 
+2023/11/14, 17, 9, 31, 17, , 
+2023/11/15, 38, 13, 26, 18, , 
+2023/11/16, 47, 13, 25, 17, , 
+2023/11/17, 41, 8, 30, 13, , 
+2023/11/18, 31, 5, 24, 11, , 
+2023/11/19, 23, 13, 34, 8, , 
+2023/11/20, 41, 12, 31, 14, , 
+2023/11/21, 40, 15, 20, 18, , 
+2023/11/22, 47, 30, 21, 18, , 
+2023/11/23, 77, 31, 26, 18, , 
+2023/11/24, 80, 16, 33, 11, , 
+2023/11/25, 53, 7, 28, 13, , 
+2023/11/26, 25, 17, 24, 16, , 
+2023/11/27, 51, 26, 5, 20, , 
+2023/11/28, 70, 21, 28, 15, , 
+2023/11/29, 54, 14, 25, 15, , 
+2023/11/30, 46, 9, 28, 12, , 
+2023/12/1, 32, 6, 27, 11, , 
 2023/10/2, 52, 9, 34, 14, , 
 2023/10/3, 33, 10, 27, 14, , 
 2023/10/4, 40, 20, 49, 16, , 
@@ -19,8 +65,17 @@ date, pm25, pm10, o3, no2, so2, co
 2023/10/19, 60, 20, 42, 20, , 
 2023/10/20, 78, 23, 25, 17, , 
 2023/10/21, 66, 8, 29, 8, , 
-2023/10/22, 28, 8, 18, 7, , 
-2023/10/23, 34, , , , , 
+2023/10/22, 28, 13, 32, 10, , 
+2023/10/23, 45, 18, 34, 20, , 
+2023/10/24, 60, 20, 35, 21, , 
+2023/10/25, 62, 18, 44, 18, , 
+2023/10/26, 59, 20, 44, 22, , 
+2023/10/27, 61, 19, 32, 21, , 
+2023/10/28, 59, 10, 32, 11, , 
+2023/10/29, 38, 7, 29, 8, , 
+2023/10/30, 28, 12, 29, 15, , 
+2023/10/31, 46, 17, 31, 19, , 
+2023/11/1, 55, 25, 33, 25, , 
 2023/7/2, 39, 22, 48, 9, , 
 2023/7/3, 48, 30, 34, 16, , 
 2023/7/4, 60, 32, 60, 16, , 
diff --git a/data/japan-aqi/hayashisakicho,-akashi, hyogo prefecture, japan-air-quality.csv b/data/japan-aqi/hayashisakicho,-akashi, hyogo prefecture, japan-air-quality.csv
index eb09a852..2be5ef39 100644
--- a/data/japan-aqi/hayashisakicho,-akashi, hyogo prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/hayashisakicho,-akashi, hyogo prefecture, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 53, 21, 33, 11, 1, 4
 2023/12/8, 50, 29, 19, 20, 2, 4
 2023/12/9, 58, 35, 11, 24, 2, 6
-2023/12/10, 61, 29, 3, 13, , 4
-2023/12/11, 54, , , , , 
+2023/12/10, 61, 40, 27, 16, 3, 5
+2023/12/11, 73, 22, 28, 9, , 3
+2023/12/12, 46, 17, 29, 9, 1, 4
+2023/12/13, 28, 5, 30, 7, 1, 4
+2023/12/14, 16, 13, 14, 22, 2, 5
+2023/12/15, 33, 25, 17, 20, 1, 4
+2023/12/16, 43, 13, 33, 6, 1, 4
+2023/12/17, 23, 2, , , , 
+2023/12/18, 5, , , , , 
 2023/11/2, 49, 29, 45, 17, 3, 5
 2023/11/3, 60, 38, 47, 16, 1, 5
 2023/11/4, 70, 40, 42, 14, 4, 5
diff --git a/data/japan-aqi/higashiishikawa,-hitachinaka, ibaraki, japan-air-quality.csv b/data/japan-aqi/higashiishikawa,-hitachinaka, ibaraki, japan-air-quality.csv
index de6d18be..6ddbb721 100644
--- a/data/japan-aqi/higashiishikawa,-hitachinaka, ibaraki, japan-air-quality.csv	
+++ b/data/japan-aqi/higashiishikawa,-hitachinaka, ibaraki, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2
 2023/12/7, 31, 11, 28, 9, 1
 2023/12/8, 34, 11, 25, 12, 
 2023/12/9, 36, 18, 30, 11, 1
-2023/12/10, 59, 13, 12, 5, 
-2023/12/11, 42, , , , 
+2023/12/10, 59, 16, 30, 7, 1
+2023/12/11, 54, 11, 29, 5, 1
+2023/12/12, 39, 8, 20, 5, 
+2023/12/13, 25, 4, 25, 6, 
+2023/12/14, 15, 7, 22, 7, 1
+2023/12/15, 23, 10, 15, 8, 
+2023/12/16, 33, 21, 10, 9, 1
+2023/12/17, 48, 5, 27, 4, 
+2023/12/18, 36, , , , 
 2023/11/2, 48, 21, 30, 11, 1
 2023/11/3, 65, 23, 50, 5, 1
 2023/11/4, 66, 25, 45, 5, 1
diff --git a/data/japan-aqi/hikoshima-sakomachi, shimonoseki, yamaguchi, japan-air-quality.csv b/data/japan-aqi/hikoshima-sakomachi, shimonoseki, yamaguchi, japan-air-quality.csv
index 19e66da8..20d5d5f0 100644
--- a/data/japan-aqi/hikoshima-sakomachi, shimonoseki, yamaguchi, japan-air-quality.csv	
+++ b/data/japan-aqi/hikoshima-sakomachi, shimonoseki, yamaguchi, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 50, 18, 36, 7, 2, 3
 2023/12/8, 47, 14, 27, 15, 1, 3
 2023/12/9, 41, 14, 13, 20, 3, 4
-2023/12/10, 43, 16, 6, 19, 4, 4
-2023/12/11, 45, , , , , 
+2023/12/10, 43, 18, 18, 19, 4, 4
+2023/12/11, 50, 17, 23, 11, 1, 3
+2023/12/12, 42, 7, 28, 3, 4, 2
+2023/12/13, 10, 3, 25, 6, 1, 3
+2023/12/14, 11, 7, 17, 14, 2, 3
+2023/12/15, 25, 10, 23, 12, 4, 3
+2023/12/16, 35, 5, 32, 4, 3, 3
+2023/12/17, 18, 2, 32, 1, , 
+2023/12/18, 12, , , , , 
 2023/11/2, 51, 14, 37, 19, 3, 3
 2023/11/3, 47, 20, 39, 19, 3, 3
 2023/11/4, 60, 22, 25, 17, 4, 3
diff --git a/data/japan-aqi/hiraidemachi,-utsunomiya, tochigi, japan-air-quality.csv b/data/japan-aqi/hiraidemachi,-utsunomiya, tochigi, japan-air-quality.csv
index 97d19a9d..b58d0b70 100644
--- a/data/japan-aqi/hiraidemachi,-utsunomiya, tochigi, japan-air-quality.csv	
+++ b/data/japan-aqi/hiraidemachi,-utsunomiya, tochigi, japan-air-quality.csv	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 22, 7, 21, 8, , 2
+2023/12/3, 18, 8, 25, 3, , 2
+2023/12/4, 27, 8, 26, 17, , 3
+2023/12/5, 22, 17, , 19, , 4
+2023/12/6, 47, 10, , 13, , 3
+2023/12/7, 28, 12, 24, 12, , 2
+2023/12/8, 36, 17, 20, 20, , 3
+2023/12/9, 44, 22, 26, 14, , 3
+2023/12/10, 61, 18, 28, 7, , 3
+2023/12/11, 52, 17, 18, 10, , 2
+2023/12/12, 47, 11, 26, 10, , 2
+2023/12/13, 43, 7, 25, 12, , 3
+2023/12/14, 19, 10, 24, 16, , 3
+2023/12/15, 30, 17, 15, 15, , 3
+2023/12/16, 51, 20, 15, 9, , 3
+2023/12/17, 57, 4, 20, 2, , 2
+2023/12/18, 17, , , , , 
 2023/11/2, 53, 22, , 17, , 3
 2023/11/3, 62, 23, , 12, , 4
 2023/11/4, 65, 32, , 13, , 3
@@ -23,8 +40,12 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/23, 42, 17, 29, 12, , 3
 2023/11/24, 55, 14, 29, 12, , 2
 2023/11/25, 56, 4, 25, 6, , 2
-2023/11/26, 15, 7, , 3, , 2
-2023/11/27, 17, , , , , 
+2023/11/26, 15, 10, 19, 4, , 2
+2023/11/27, 34, 13, 21, 13, , 3
+2023/11/28, 40, 13, 29, 9, , 2
+2023/11/29, 47, 7, 26, 8, , 2
+2023/11/30, 22, 7, 23, 12, , 2
+2023/12/1, 27, 7, 24, 15, , 2
 2023/10/2, 22, 9, 26, 11, , 2
 2023/10/3, 23, 10, 34, 11, , 2
 2023/10/4, 29, 8, 24, 15, , 2
diff --git a/data/japan-aqi/hiranocho-shigeta, hyogo prefecture, japan-air-quality.csv b/data/japan-aqi/hiranocho-shigeta, hyogo prefecture, japan-air-quality.csv
index a10855c2..fdaa089b 100644
--- a/data/japan-aqi/hiranocho-shigeta, hyogo prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/hiranocho-shigeta, hyogo prefecture, japan-air-quality.csv	
@@ -1,7 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 25, 5, 29, 3, 1, 4
-2023/12/3, 32, 8, 18, 5, 1, 3
-2023/12/4, 32, , , , , 
+2023/12/3, 32, 8, 30, 3, 1, 3
+2023/12/4, 35, 9, 30, 8, 1, 5
+2023/12/5, 40, 14, 12, 13, 1, 5
+2023/12/6, 54, 14, 21, 11, 2, 5
+2023/12/7, 56, 13, 34, 7, 1, 4
+2023/12/8, 51, 20, 24, 13, 2, 4
+2023/12/9, 67, 20, 23, 13, 2, 6
+2023/12/10, 60, 25, 28, 11, 3, 5
+2023/12/11, 77, 14, 30, 2, , 3
+2023/12/12, 50, 7, 30, 5, 1, 4
+2023/12/13, 28, 3, 31, 2, 1, 4
+2023/12/14, 20, 8, 19, 16, 2, 5
+2023/12/15, 41, 13, 22, 14, 1, 4
+2023/12/16, 46, 8, 29, 7, 1, 4
+2023/12/17, 29, 3, 30, 1, 1, 3
+2023/12/18, 19, , , , , 
 2023/11/2, 53, 20, 41, 12, 3, 5
 2023/11/3, 66, 23, 54, 9, 1, 5
 2023/11/4, 75, 24, 44, 7, 4, 5
diff --git a/data/japan-aqi/hirayanagimachi,-tochigi, tochigi, japan-air-quality.csv b/data/japan-aqi/hirayanagimachi,-tochigi, tochigi, japan-air-quality.csv
index 355f9af1..4c7325f7 100644
--- a/data/japan-aqi/hirayanagimachi,-tochigi, tochigi, japan-air-quality.csv	
+++ b/data/japan-aqi/hirayanagimachi,-tochigi, tochigi, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 29, 10, 33, 12, , 
 2023/12/8, 25, 17, 24, 15, , 
 2023/12/9, 38, 23, 26, 14, , 
-2023/12/10, 46, 15, 7, 6, , 
-2023/12/11, 29, , , , , 
+2023/12/10, 46, 18, 30, 9, , 
+2023/12/11, 42, 15, 19, 15, , 
+2023/12/12, 33, 10, 20, 13, , 
+2023/12/13, 22, 8, 22, 14, , 
+2023/12/14, 21, 10, 24, 17, , 
+2023/12/15, 22, 16, 10, 14, , 
+2023/12/16, 31, 18, 17, 13, , 
+2023/12/17, 40, 8, 30, 3, , 
+2023/12/18, 34, , , , , 
 2023/11/2, 50, 23, 30, 16, , 
 2023/11/3, 54, 25, 53, 11, , 
 2023/11/4, 63, 36, 47, 14, , 
diff --git a/data/japan-aqi/hiroekimae,-kure, hiroshima, japan-air-quality.csv b/data/japan-aqi/hiroekimae,-kure, hiroshima, japan-air-quality.csv
index e788f899..813cbbfd 100644
--- a/data/japan-aqi/hiroekimae,-kure, hiroshima, japan-air-quality.csv	
+++ b/data/japan-aqi/hiroekimae,-kure, hiroshima, japan-air-quality.csv	
@@ -3,12 +3,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/3, 22, 10, 30, 4, 1, 3
 2023/12/4, 39, 11, 31, 7, 1, 3
 2023/12/5, 47, 14, 15, 11, 2, 3
-2023/12/6, 55, 9, 22, 8, , 4
-2023/12/7, 38, 19, 30, 6, , 3
-2023/12/8, 57, 19, 24, 9, , 3
-2023/12/9, 52, 18, 22, 9, 3, 4
-2023/12/10, 57, 13, 4, 6, , 2
-2023/12/11, 51, , , , , 
+2023/12/6, 55, 9, 22, 8, 1, 4
+2023/12/7, 38, 19, 30, 6, 1, 3
+2023/12/8, 57, 19, 24, 9, 1, 3
+2023/12/9, 52, 18, 22, 9, 2, 4
+2023/12/10, 57, 16, 24, 7, 1, 3
+2023/12/11, 59, 16, 25, 5, 1, 4
+2023/12/12, 51, 3, 26, 3, , 3
+2023/12/13, 14, 5, 29, 2, 1, 3
+2023/12/14, 16, 12, 19, 8, 1, 5
+2023/12/15, 31, 12, 24, 10, 1, 8
+2023/12/16, 51, 8, 28, 8, , 3
+2023/12/17, 28, 6, 30, 1, , 
+2023/12/18, 17, , , , , 
 2023/11/2, 53, 12, 40, 7, 1, 3
 2023/11/3, 52, 16, 47, 6, 1, 3
 2023/11/4, 60, 22, 39, 5, 1, 3
diff --git a/data/japan-aqi/hirota,-goshogawara, aomori, japan-air-quality.csv b/data/japan-aqi/hirota,-goshogawara, aomori, japan-air-quality.csv
index b2943f85..cf13e830 100644
--- a/data/japan-aqi/hirota,-goshogawara, aomori, japan-air-quality.csv	
+++ b/data/japan-aqi/hirota,-goshogawara, aomori, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, no2, so2, co
 2023/12/7, 33, 11, 1, , 1
 2023/12/8, 19, 17, 5, , 1
 2023/12/9, 43, 24, 1, , 1
-2023/12/10, 56, 18, 1, , 
-2023/12/11, 41, , , , 
+2023/12/10, 56, 15, 1, , 1
+2023/12/11, 35, 11, 3, , 1
+2023/12/12, 23, 10, 2, , 1
+2023/12/13, 18, 7, 1, , 1
+2023/12/14, 13, 7, 1, , 1
+2023/12/15, 11, 10, 3, , 1
+2023/12/16, 18, 12, 8, , 2
+2023/12/17, 25, 6, 1, , 1
+2023/12/18, 10, , , , 
 2023/11/2, 24, 18, 2, , 1
 2023/11/3, 43, 26, 1, , 
 2023/11/4, 57, 17, 1, , 1
diff --git a/data/japan-aqi/hisainomuracho,-tsu, mie, japan-air-quality.csv b/data/japan-aqi/hisainomuracho,-tsu, mie, japan-air-quality.csv
index a25ec87b..c373add7 100644
--- a/data/japan-aqi/hisainomuracho,-tsu, mie, japan-air-quality.csv	
+++ b/data/japan-aqi/hisainomuracho,-tsu, mie, japan-air-quality.csv	
@@ -5,10 +5,16 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/5, 18, 10, 10, 10, 1, 
 2023/12/6, 38, 8, 31, 5, , 
 2023/12/7, 27, 15, 36, 5, 1, 
-2023/12/8, 40, 22, 31, 6, , 
-2023/12/9, 56, 22, 29, 8, , 
-2023/12/10, 61, 20, 12, 4, , 
-2023/12/11, 57, , , , , 
+2023/12/8, 40, 22, 31, 6, 1, 
+2023/12/9, 56, 22, 29, 8, 2, 
+2023/12/10, 61, 15, 34, 3, 1, 3
+2023/12/11, 48, 15, 30, 8, 1, 4
+2023/12/12, 52, , 32, 6, , 3
+2023/12/14, 14, 8, 24, 8, , 4
+2023/12/15, 28, 18, 10, 14, 1, 4
+2023/12/16, 55, 11, 27, 6, , 4
+2023/12/17, 32, 4, 29, 1, , 
+2023/12/18, 13, , , , , 
 2023/11/2, 49, 19, 50, 6, , 
 2023/11/3, 62, 27, 48, 6, , 
 2023/11/4, 79, 34, 58, 5, 2, 
@@ -3589,6 +3595,7 @@ date, pm25, pm10, o3, no2, so2, co
 2014/3/30, 96, 15, 43, 6, 1, 
 2014/3/31, 39, 18, 48, 2, 1, 
 2014/4/1, 54, 21, 46, 6, 2, 
+2023/12/13, , 4, 30, 2, , 3
 2022/11/4, , 8, 31, 3, , 
 2022/11/18, , 9, 33, 6, , 
 2021/12/22, , 8, 31, 6, 1, 3
diff --git a/data/japan-aqi/hokota,-hokota, ibaraki, japan-air-quality.csv b/data/japan-aqi/hokota,-hokota, ibaraki, japan-air-quality.csv
index b3f90fb7..6314d547 100644
--- a/data/japan-aqi/hokota,-hokota, ibaraki, japan-air-quality.csv	
+++ b/data/japan-aqi/hokota,-hokota, ibaraki, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 26, 10, 30, 6, 1, 2
 2023/12/8, 35, 13, 22, 12, 1, 3
 2023/12/9, 39, 25, 22, 12, 1, 4
-2023/12/10, 73, 28, 4, 5, , 4
-2023/12/11, 85, , , , , 
+2023/12/10, 73, 28, 23, 9, 3, 3
+2023/12/11, 81, 15, 29, 3, 1, 2
+2023/12/12, 37, 8, 25, 4, , 2
+2023/12/13, 21, 7, 22, 6, 1, 5
+2023/12/14, 24, 8, 23, 6, 1, 3
+2023/12/15, 28, 11, 13, 7, 1, 3
+2023/12/16, 36, 17, 24, 6, 1, 2
+2023/12/17, 49, 5, 24, 2, 1, 2
+2023/12/18, 12, , , , , 
 2023/11/2, 47, 21, 26, 8, 2, 4
 2023/11/3, 58, 31, 43, 7, 2, 3
 2023/11/4, 84, 30, 50, 6, 1, 2
diff --git a/data/japan-aqi/honcho,-higashimurayama, tokyo, japan-air-quality.csv b/data/japan-aqi/honcho,-higashimurayama, tokyo, japan-air-quality.csv
index 9d325dff..b5811f69 100644
--- a/data/japan-aqi/honcho,-higashimurayama, tokyo, japan-air-quality.csv	
+++ b/data/japan-aqi/honcho,-higashimurayama, tokyo, japan-air-quality.csv	
@@ -1,58 +1,352 @@
 date, pm25, pm10, o3, no2, so2, co
-2022/12/2, 12, 5, 24, 12, 1, 2
-2022/12/3, 15, 7, 19, 15, 1, 4
-2022/12/4, 25, 8, 25, 10, 1, 3
-2022/12/5, 27, 7, 16, 18, 1, 2
-2022/12/6, 23, 7, 12, 18, 1, 3
-2022/12/7, 23, 9, 22, 22, 1, 4
-2022/12/8, 26, 9, 23, 24, 1, 4
-2022/12/9, 24, 10, 19, 26, 1, 4
-2022/12/10, 29, 12, 26, 25, 1, 4
-2022/12/11, 33, 11, 28, 13, 1, 3
-2022/12/12, 32, 9, 27, 21, 1, 3
-2022/12/13, 23, 10, 13, 25, 1, 3
-2022/12/14, 29, 6, 26, 17, 1, 3
-2022/12/15, 17, 7, 23, 24, 1, 4
-2022/12/16, 20, 7, 21, 21, 1, 3
-2022/12/17, 25, 10, 16, 19, 1, 3
-2022/12/18, 38, 5, 30, 10, 1, 2
-2022/12/19, 22, 6, 28, 21, 1, 4
-2022/12/20, 19, 8, 22, 28, 1, 3
-2022/12/21, 24, 12, 15, 29, 1, 4
-2022/12/22, 36, 7, 29, 23, , 3
-2022/12/23, 23, 5, 28, 13, 1, 2
-2022/12/24, 16, 5, 27, 13, 1, 2
-2022/12/25, 18, 4, 15, 19, 1, 
-2022/12/26, 12, , , , , 
-2022/11/2, 28, 10, 30, 21, 1, 3
-2022/11/3, 21, 14, 41, 18, 1, 3
-2022/11/5, 17, 8, 26, 16, 1, 
-2022/11/6, 25, 10, 31, 12, 1, 3
-2022/11/7, 31, 13, 27, 23, 1, 4
-2022/11/8, 39, 10, 36, 18, 1, 3
-2022/11/9, 30, 14, 32, 25, 1, 4
-2022/11/10, 42, 20, 26, 28, 1, 4
-2022/11/11, 57, 17, 38, 28, 1, 4
-2022/11/12, 52, 17, 39, 23, 1, 4
-2022/11/13, 49, 18, 30, 13, 1, 3
-2022/11/14, 54, 4, 27, 11, 1, 2
-2022/11/15, 12, 7, 15, 17, 1, 3
-2022/11/16, 17, 8, 26, 18, 1, 3
-2022/11/17, 21, 9, 25, 21, 1, 4
-2022/11/18, 30, 13, 25, 22, 1, 4
-2022/11/19, 39, 14, 35, 19, 1, 3
-2022/11/20, 42, 15, 23, 12, 1, 2
-2022/11/21, 43, 7, 21, 20, 1, 3
-2022/11/22, 18, 10, 28, 17, 1, 3
-2022/11/23, 25, 8, 26, 11, , 2
-2022/11/24, 22, 3, 27, 13, 1, 1
-2022/11/25, 9, 8, 26, 23, 1, 4
-2022/11/26, 22, 17, 10, 23, 1, 4
-2022/11/27, 47, 9, 29, 8, , 2
-2022/11/28, 26, 15, 15, 21, 1, 3
-2022/11/29, 39, 16, 29, 18, 1, 2
-2022/11/30, 37, 7, 22, 15, 1, 3
-2022/12/1, 21, 4, 21, 16, 1, 2
+2023/12/2, 31, 9, 22, 20, 1, 4
+2023/12/3, 31, 9, 27, 13, 1, 3
+2023/12/4, 34, 8, 26, 26, 1, 4
+2023/12/5, 26, 13, 5, 28, 1, 4
+2023/12/6, 44, 8, 29, 27, 1, 3
+2023/12/7, 27, 8, 28, 20, 1, 3
+2023/12/8, 32, 9, 32, 25, 1, 3
+2023/12/9, 27, 17, 29, 27, 1, 4
+2023/12/10, 42, 16, 34, 22, 1, 4
+2023/12/11, 45, 19, 24, 23, 1, 3
+2023/12/12, 52, 10, 29, 15, 1, 2
+2023/12/13, 32, 4, 29, 13, 1, 2
+2023/12/14, 14, 11, 23, 25, 1, 3
+2023/12/15, 34, 16, 13, 25, 1, 3
+2023/12/16, 49, 18, 28, 21, 1, 3
+2023/12/17, 52, 6, 27, 7, , 
+2023/12/18, 13, , , , , 
+2023/11/2, 44, 18, 37, 29, 1, 3
+2023/11/3, 52, 23, 65, 24, 1, 4
+2023/11/4, 64, 30, 46, 18, 1, 3
+2023/11/5, 77, 27, 40, 12, 1, 3
+2023/11/6, 70, 14, 32, 15, 1, 2
+2023/11/7, 37, 12, 31, 10, 1, 2
+2023/11/8, 21, 10, 30, 14, 1, 3
+2023/11/9, 29, 15, 35, 21, 1, 3
+2023/11/10, 41, 21, 7, 23, 1, 3
+2023/11/11, 59, 6, 27, 8, , 2
+2023/11/12, 17, 10, 22, 9, , 2
+2023/11/13, 29, 5, 28, 12, 1, 2
+2023/11/14, 20, 6, 31, 21, 1, 3
+2023/11/15, 16, 8, 16, 20, 1, 3
+2023/11/16, 24, 11, 25, 22, 1, 3
+2023/11/17, 35, 8, 20, 20, 1, 4
+2023/11/18, 21, 4, 28, 14, 1, 3
+2023/11/19, 19, 6, 28, 15, 1, 3
+2023/11/20, 21, 6, 27, 14, 1, 3
+2023/11/21, 23, 11, 22, 25, 1, 3
+2023/11/22, 30, 15, 19, 29, 1, 5
+2023/11/23, 47, 22, 21, 28, 2, 4
+2023/11/24, 62, 16, 33, 21, 1, 3
+2023/11/25, 50, 2, 26, 8, 1, 2
+2023/11/26, 11, 7, 20, 10, , 3
+2023/11/27, 29, 16, 22, 22, 1, 4
+2023/11/28, 50, 13, 29, 21, 1, 3
+2023/11/29, 40, 10, 21, 26, 1, 3
+2023/11/30, 30, 7, 26, 18, 1, 4
+2023/10/2, 37, 9, 33, 11, 1, 2
+2023/10/3, 22, 10, 43, 16, 1, 2
+2023/10/4, 24, 11, 29, 16, , 2
+2023/10/5, 20, 9, 29, 13, 1, 3
+2023/10/6, 29, 6, 32, 9, 1, 
+2023/10/7, 16, 8, 31, 6, 1, 2
+2023/10/8, 18, 9, 27, 7, 1, 2
+2023/10/9, 26, 4, 25, 5, , 2
+2023/10/10, 11, 5, 31, 12, , 2
+2023/10/11, 13, 8, 34, 12, 1, 2
+2023/10/12, 22, 12, 40, 15, 1, 3
+2023/10/13, 33, 12, 36, 18, 1, 3
+2023/10/14, 32, 14, 42, 17, 1, 3
+2023/10/15, 42, 12, 30, 11, 1, 3
+2023/10/16, 34, 7, 51, 16, 1, 3
+2023/10/17, 23, 9, 37, 17, 1, 3
+2023/10/18, 24, , 35, , 1, 3
+2023/10/19, 34, 17, 44, 25, 1, 3
+2023/10/20, 47, 16, 37, 16, 1, 3
+2023/10/21, 48, 4, 28, 8, 1, 2
+2023/10/22, 11, 5, 34, 6, 1, 2
+2023/10/23, 15, 11, 30, 21, 1, 4
+2023/10/24, 33, 12, 41, 22, 1, 3
+2023/10/25, 37, 16, 33, 23, 1, 3
+2023/10/26, 48, 12, 41, 18, 1, 2
+2023/10/27, 35, 15, 45, 21, 1, 3
+2023/10/28, 43, 14, 43, 16, 1, 2
+2023/10/29, 43, 5, 29, 7, , 2
+2023/10/30, 13, 8, 31, 18, 2, 3
+2023/10/31, 25, 13, 28, 22, 1, 3
+2023/11/1, 39, 14, 43, 18, 1, 3
+2023/7/2, 23, 10, 66, 7, 1, 2
+2023/7/3, 24, 18, 70, 15, 1, 2
+2023/7/4, 48, 18, 52, 13, 1, 2
+2023/7/5, 44, 13, 40, 12, 1, 2
+2023/7/6, 35, 11, 44, 12, , 2
+2023/7/7, 29, 25, 64, 16, 1, 2
+2023/7/8, 55, 28, 33, 15, 2, 2
+2023/7/9, 61, 25, 29, 8, , 2
+2023/7/10, 55, 29, 52, 12, 1, 2
+2023/7/11, 50, 25, 77, 14, 1, 2
+2023/7/12, 51, 19, 47, 12, 1, 2
+2023/7/13, 46, 9, 32, 14, 1, 2
+2023/7/14, 27, 18, 66, 17, 1, 3
+2023/7/15, 46, 19, 28, 11, 1, 2
+2023/7/16, 46, 18, 37, 7, 1, 2
+2023/7/17, 39, 21, 50, 9, 1, 2
+2023/7/18, 47, 26, 85, 15, 1, 2
+2023/7/19, 58, 31, 52, 14, 1, 2
+2023/7/20, 66, 17, 39, 14, 1, 2
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+2023/3/12, 39, 15, 42, 13, 1, 3
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+2023/3/15, 21, 14, 42, 20, 1, 2
+2023/3/16, 35, 18, 47, 21, 1, 3
+2023/3/17, 44, 19, 31, 20, 1, 2
+2023/3/18, 46, 7, 29, 12, , 2
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+2023/3/20, 21, 12, 42, 17, 1, 3
+2023/3/21, 29, 14, 37, 17, 1, 3
+2023/3/22, 31, 16, 48, 17, 2, 3
+2023/3/23, 43, 21, 26, 24, 1, 3
+2023/3/24, 37, 7, 30, 16, , 3
+2023/3/25, 16, 24, 34, 12, , 2
+2023/3/26, 44, 9, 27, 10, , 2
+2023/3/27, 16, 18, 35, 16, 2, 2
+2023/3/28, 39, 26, 32, 18, 1, 3
+2023/3/29, 46, 20, 41, 16, 1, 3
+2023/3/30, 44, 15, 43, 17, 1, 2
+2023/3/31, 33, 15, 42, 19, 1, 3
+2023/4/1, 35, 22, 64, 18, 1, 3
 2022/10/2, 35, 13, 44, 10, 1, 2
 2022/10/3, 44, 16, 41, 16, 1, 2
 2022/10/4, 46, 16, 37, 15, 1, 3
@@ -84,36 +378,98 @@ date, pm25, pm10, o3, no2, so2, co
 2022/10/30, 31, 9, 32, 12, 1, 3
 2022/10/31, 27, 8, 32, 17, 1, 3
 2022/11/1, 23, 9, 23, 18, 1, 2
-2022/9/2, 20, 8, 25, 14, , 2
-2022/9/3, 17, 10, 34, 13, 1, 2
-2022/9/4, 27, 16, 39, 8, 2, 2
-2022/9/5, 38, 15, 34, 12, 1, 2
-2022/9/6, 36, 9, 14, 11, 2, 2
-2022/9/7, 24, 10, 15, 12, 1, 2
-2022/9/8, 26, 6, 21, 13, 1, 2
-2022/9/9, 15, 10, 31, 13, 1, 1
-2022/9/10, 26, 12, 39, 10, 1, 2
-2022/9/11, 30, 13, 25, 5, 1, 1
-2022/9/12, 35, 9, 33, 10, 1, 1
-2022/9/13, 25, 13, 42, 15, 3, 1
-2022/9/14, 35, 18, 38, 14, 2, 2
-2022/9/15, 51, 16, 31, 17, 1, 2
-2022/9/16, 41, 13, 44, 18, 1, 1
-2022/9/17, 41, 15, 48, 16, 1, 3
-2022/9/18, 44, 10, 14, 7, 1, 2
-2022/9/19, 25, 19, 20, 4, 1, 1
-2022/9/20, 31, 14, 20, 8, 1, 1
-2022/9/21, 25, 7, 26, 12, 1, 1
-2022/9/22, 18, 9, 31, 12, 1, 1
-2022/9/23, 23, 9, 24, 11, 1, 1
-2022/9/24, 20, 5, 16, 11, 1, 2
-2022/9/25, 13, 10, 40, 8, 1, 2
-2022/9/26, 26, 15, 57, 16, 1, 3
-2022/9/27, 39, 17, 49, 16, 1, 2
-2022/9/28, 47, 12, 44, 14, 1, 2
-2022/9/29, 38, 13, 34, 18, 2, 3
-2022/9/30, 42, 14, 53, 17, 1, 3
-2022/10/1, 45, 11, 41, 14, 1, 2
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+2022/11/26, 22, 17, 10, 23, 1, 4
+2022/11/27, 47, 9, 29, 8, , 2
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+2022/12/29, 37, 10, 28, 22, 1, 4
+2022/12/30, 28, 7, 23, 18, 1, 3
+2022/12/31, 23, 9, 23, 19, 1, 4
+2023/1/1, 28, 8, 30, 14, 1, 3
+2023/1/2, 24, 3, 29, 8, 1, 2
+2022/7/2, 71, 27, 65, 14, 1, 2
+2022/7/3, 60, 19, 34, 9, 1, 2
+2022/7/4, 51, 12, 20, 12, 1, 2
+2022/7/5, 39, 8, 18, 10, 1, 2
+2022/7/6, 18, 12, 25, 8, 1, 
+2022/7/7, 20, 8, 26, 9, , 
+2022/7/8, 17, 7, 29, 10, 1, 1
+2022/7/9, 19, 10, 36, 10, 1, 1
+2022/7/10, 27, 11, 24, 6, 1, 1
+2022/7/11, 27, 13, 62, 12, 1, 1
+2022/7/12, 33, 13, 23, 15, 1, 2
+2022/7/13, 38, 6, 21, 11, 1, 1
+2022/7/14, 16, 8, 18, 11, 1, 1
+2022/7/15, 16, 10, 12, 15, 1, 2
+2022/7/16, 26, 7, 28, 12, , 2
+2022/7/17, 15, 11, 44, 6, 1, 2
+2022/7/18, 22, 18, 68, 11, 1, 3
+2022/7/19, 45, 26, 42, 17, 1, 3
+2022/7/20, 61, 16, 40, 11, 1, 3
+2022/7/21, 40, 19, 53, 13, 1, 3
+2022/7/22, 51, 20, 47, 15, 1, 3
+2022/7/23, 51, 16, 62, 12, 1, 2
+2022/7/24, 42, 14, 39, 7, 1, 2
+2022/7/25, 38, 12, 35, 9, 1, 2
+2022/7/26, 28, 11, 12, 7, 1, 1
+2022/7/27, 19, 11, 14, 6, 1, 
+2022/7/28, 19, 10, 23, 10, 1, 1
+2022/7/29, 23, 11, 29, 11, 1, 1
+2022/7/30, 23, 15, 32, 9, 1, 1
+2022/7/31, 34, 18, 39, 7, 1, 2
+2022/8/1, 47, 18, 43, 11, 1, 1
 2022/8/2, 41, 16, 48, 12, 1, 1
 2022/8/3, 38, 26, 62, 14, 1, 1
 2022/8/4, 60, 12, 29, 14, 1, 1
@@ -144,68 +500,67 @@ date, pm25, pm10, o3, no2, so2, co
 2022/8/29, 24, 10, 37, 14, 1, 2
 2022/8/30, 26, 13, 46, 17, 1, 2
 2022/8/31, 35, 14, 21, 12, 1, 2
-2022/9/1, 28, 9, 16, 9, 1, 2
-2022/7/2, 71, 27, 63, 14, 1, 2
-2022/7/3, 60, 19, 36, 9, 1, 2
-2022/7/4, 51, 12, 20, 12, 1, 2
-2022/7/5, 39, 8, 18, 10, 1, 2
-2022/7/6, 18, 12, 25, 8, 1, 
-2022/7/7, 20, 8, 26, 9, , 
-2022/7/8, 17, 7, 29, 10, 1, 1
-2022/7/9, 19, 10, 36, 10, 1, 1
-2022/7/10, 27, 11, 24, 6, 1, 1
-2022/7/11, 27, 13, 62, 12, 1, 1
-2022/7/12, 33, 13, 23, 15, 1, 2
-2022/7/13, 38, 6, 21, 11, 1, 1
-2022/7/14, 16, 8, 18, 11, 1, 1
-2022/7/15, 16, 10, 12, 15, 1, 2
-2022/7/16, 26, 7, 28, 12, , 2
-2022/7/17, 15, 11, 44, 6, 1, 2
-2022/7/18, 22, 18, 68, 11, 1, 3
-2022/7/19, 45, 26, 42, 17, 1, 3
-2022/7/20, 61, 16, 40, 11, 1, 3
-2022/7/21, 40, 19, 53, 13, 1, 3
-2022/7/22, 51, 20, 47, 15, 1, 3
-2022/7/23, 51, 16, 62, 12, 1, 2
-2022/7/24, 42, 14, 39, 7, 1, 2
-2022/7/25, 38, 12, 35, 9, 1, 2
-2022/7/26, 28, 11, 12, 7, 1, 1
-2022/7/27, 19, 11, 14, 6, 1, 
-2022/7/28, 19, 10, 23, 10, 1, 1
-2022/7/29, 23, 11, 29, 11, 1, 1
-2022/7/30, 23, 15, 32, 9, 1, 1
-2022/7/31, 34, 18, 39, 7, 1, 2
-2022/8/1, 47, 18, 43, 11, 1, 1
-2022/6/2, 32, 10, 41, 16, 1, 2
-2022/6/3, 36, 13, 49, 16, 1, 2
-2022/6/4, 43, 13, 52, 12, 1, 1
-2022/6/5, 41, 12, 45, 7, 1, 1
-2022/6/6, 40, 5, 31, 14, , 1
-2022/6/7, 16, 3, 36, 14, 1, 2
-2022/6/8, 13, 10, 26, 14, 1, 1
-2022/6/9, 33, 8, 41, 15, 2, 1
-2022/6/10, 28, 11, 39, 16, 1, 2
-2022/6/11, 35, 8, 31, 13, 1, 2
-2022/6/12, 22, 8, 37, 5, 1, 2
-2022/6/13, 27, 8, 44, 13, 1, 1
-2022/6/14, 26, 9, 23, 15, 1, 1
-2022/6/15, 26, 8, 33, 16, 1, 1
-2022/6/16, 24, 13, 36, 20, 1, 3
-2022/6/17, 42, 23, 76, 22, 1, 3
-2022/6/18, 67, 23, 39, 18, 1, 3
-2022/6/19, 57, 12, 38, 7, 1, 2
-2022/6/20, 37, 22, 53, 15, 1, 3
-2022/6/21, 58, 27, 72, 20, 2, 3
-2022/6/22, 67, 21, 41, 14, 1, 2
-2022/6/23, 47, 20, 26, 17, 1, 2
-2022/6/24, 47, 15, 19, 9, , 2
-2022/6/25, 36, 21, 33, 7, 1, 1
-2022/6/26, 48, 16, 26, 7, 1, 2
-2022/6/27, 40, 20, 67, 17, 1, 2
-2022/6/28, 53, 29, 93, 18, 2, 3
-2022/6/29, 66, 26, 63, 18, 1, 3
-2022/6/30, 62, 30, 118, 19, 2, 2
-2022/7/1, 70, 30, 98, 18, 1, 2
+2022/9/1, 28, 9, 19, 9, 1, 2
+2022/9/2, 20, 8, 24, 14, , 2
+2022/9/3, 17, 10, 35, 13, 1, 2
+2022/9/4, 27, 16, 35, 8, 2, 2
+2022/9/5, 38, 15, 34, 12, 1, 2
+2022/9/6, 36, 9, 14, 11, 2, 2
+2022/9/7, 24, 10, 15, 12, 1, 2
+2022/9/8, 26, 6, 21, 13, 1, 2
+2022/9/9, 15, 10, 31, 13, 1, 1
+2022/9/10, 26, 12, 39, 10, 1, 2
+2022/9/11, 30, 13, 25, 5, 1, 1
+2022/9/12, 35, 9, 33, 10, 1, 1
+2022/9/13, 25, 13, 42, 15, 3, 1
+2022/9/14, 35, 18, 38, 14, 2, 2
+2022/9/15, 51, 16, 31, 17, 1, 2
+2022/9/16, 41, 13, 44, 18, 1, 1
+2022/9/17, 41, 15, 48, 16, 1, 3
+2022/9/18, 44, 10, 14, 7, 1, 2
+2022/9/19, 25, 19, 20, 4, 1, 1
+2022/9/20, 31, 14, 20, 8, 1, 1
+2022/9/21, 25, 7, 26, 12, 1, 1
+2022/9/22, 18, 9, 31, 12, 1, 1
+2022/9/23, 23, 9, 24, 11, 1, 1
+2022/9/24, 20, 5, 16, 11, 1, 2
+2022/9/25, 13, 10, 40, 8, 1, 2
+2022/9/26, 26, 15, 57, 16, 1, 3
+2022/9/27, 39, 17, 49, 16, 1, 2
+2022/9/28, 47, 12, 44, 14, 1, 2
+2022/9/29, 38, 13, 34, 18, 2, 3
+2022/9/30, 42, 14, 53, 17, 1, 3
+2022/10/1, 45, 11, 41, 14, 1, 2
+2022/4/2, 21, 10, 41, 14, 1, 2
+2022/4/3, 34, 9, 32, 10, 1, 2
+2022/4/4, 28, 3, 36, 10, 1, 2
+2022/4/5, 13, 7, 40, 14, 1, 3
+2022/4/6, 20, 16, 48, 20, 1, 3
+2022/4/7, 46, 20, 53, 18, 1, 2
+2022/4/8, 52, 14, 56, 18, 1, 2
+2022/4/9, 40, 17, 56, 16, 1, 3
+2022/4/10, 51, 22, 71, 11, 1, 3
+2022/4/11, 59, 24, 46, 19, 1, 3
+2022/4/12, 62, 23, 45, 19, 1, 3
+2022/4/13, 57, 18, 53, 19, 1, 2
+2022/4/14, 51, 12, 34, 15, 1, 2
+2022/4/15, 34, 4, 25, 18, 1, 2
+2022/4/16, 12, 5, 38, 9, 1, 2
+2022/4/17, 16, 12, 39, 10, 1, 2
+2022/4/18, 38, 14, 26, 19, 1, 3
+2022/4/19, 43, 11, 43, 19, 1, 2
+2022/4/20, 34, 20, 36, 22, 1, 2
+2022/4/21, 57, 19, 48, 20, 1, 3
+2022/4/22, 58, 9, 47, 17, 1, 3
+2022/4/23, 26, 18, 76, 16, 2, 3
+2022/4/24, 51, 16, 44, 10, 1, 2
+2022/4/25, 43, 15, 48, 15, 1, 3
+2022/4/26, 43, 11, 30, 12, 1, 2
+2022/4/27, 31, 12, 30, 16, 1, 2
+2022/4/28, 32, 14, 42, 16, 1, 3
+2022/4/29, 34, 8, 34, 11, 1, 2
+2022/4/30, 29, 5, 43, 10, 1, 
+2022/5/1, 18, 10, 31, 10, 1, 
 2022/5/2, 34, 7, 42, 13, 1, 2
 2022/5/3, 23, 8, 54, 9, 1, 2
 2022/5/4, 28, 13, 53, 12, 1, 3
@@ -236,37 +591,93 @@ date, pm25, pm10, o3, no2, so2, co
 2022/5/30, 45, 17, 66, 15, 1, 2
 2022/5/31, 50, 8, 43, 14, 1, 1
 2022/6/1, 27, 10, 57, 15, 1, 2
-2022/4/2, 18, 10, 41, 14, 1, 2
-2022/4/3, 34, 9, 32, 10, 1, 2
-2022/4/4, 28, 3, 36, 10, 1, 2
-2022/4/5, 13, 7, 40, 14, 1, 3
-2022/4/6, 20, 16, 48, 20, 1, 3
-2022/4/7, 46, 20, 53, 18, 1, 2
-2022/4/8, 52, 14, 56, 18, 1, 2
-2022/4/9, 40, 17, 56, 16, 1, 3
-2022/4/10, 51, 22, 71, 11, 1, 3
-2022/4/11, 59, 24, 46, 19, 1, 3
-2022/4/12, 62, 23, 45, 19, 1, 3
-2022/4/13, 57, 18, 53, 19, 1, 2
-2022/4/14, 51, 12, 34, 15, 1, 2
-2022/4/15, 34, 4, 25, 18, 1, 2
-2022/4/16, 12, 5, 38, 9, 1, 2
-2022/4/17, 16, 12, 39, 10, 1, 2
-2022/4/18, 38, 14, 26, 19, 1, 3
-2022/4/19, 43, 11, 43, 19, 1, 2
-2022/4/20, 34, 20, 36, 22, 1, 2
-2022/4/21, 57, 19, 48, 20, 1, 3
-2022/4/22, 58, 9, 47, 17, 1, 3
-2022/4/23, 26, 18, 76, 16, 2, 3
-2022/4/24, 51, 16, 44, 10, 1, 2
-2022/4/25, 43, 15, 48, 15, 1, 3
-2022/4/26, 43, 11, 30, 12, 1, 2
-2022/4/27, 31, 12, 30, 16, 1, 2
-2022/4/28, 32, 14, 42, 16, 1, 3
-2022/4/29, 34, 8, 34, 11, 1, 2
-2022/4/30, 29, 5, 43, 10, 1, 
-2022/5/1, 18, 10, 30, 10, 1, 
-2022/3/2, 44, 13, 42, 22, 1, 
+2022/6/2, 32, 10, 41, 16, 1, 2
+2022/6/3, 36, 13, 49, 16, 1, 2
+2022/6/4, 43, 13, 52, 12, 1, 1
+2022/6/5, 41, 12, 45, 7, 1, 1
+2022/6/6, 40, 5, 31, 14, , 1
+2022/6/7, 16, 3, 36, 14, 1, 2
+2022/6/8, 13, 10, 26, 14, 1, 1
+2022/6/9, 33, 8, 41, 15, 2, 1
+2022/6/10, 28, 11, 39, 16, 1, 2
+2022/6/11, 35, 8, 31, 13, 1, 2
+2022/6/12, 22, 8, 37, 5, 1, 2
+2022/6/13, 27, 8, 44, 13, 1, 1
+2022/6/14, 26, 9, 23, 15, 1, 1
+2022/6/15, 26, 8, 33, 16, 1, 1
+2022/6/16, 24, 13, 36, 20, 1, 3
+2022/6/17, 42, 23, 76, 22, 1, 3
+2022/6/18, 67, 23, 39, 18, 1, 3
+2022/6/19, 57, 12, 38, 7, 1, 2
+2022/6/20, 37, 22, 53, 15, 1, 3
+2022/6/21, 58, 27, 72, 20, 2, 3
+2022/6/22, 67, 21, 41, 14, 1, 2
+2022/6/23, 47, 20, 26, 17, 1, 2
+2022/6/24, 47, 15, 19, 9, , 2
+2022/6/25, 36, 21, 33, 7, 1, 1
+2022/6/26, 48, 16, 26, 7, 1, 2
+2022/6/27, 40, 20, 67, 17, 1, 2
+2022/6/28, 53, 29, 93, 18, 2, 3
+2022/6/29, 66, 26, 63, 18, 1, 3
+2022/6/30, 62, 30, 118, 19, 2, 3
+2022/7/1, 70, 30, 98, 18, 1, 2
+2022/1/4, 22, 6, 26, 15, 1, 3
+2022/1/5, 17, 4, 31, 8, , 2
+2022/1/6, 9, 9, 19, 24, 1, 4
+2022/1/7, 39, 8, 29, 17, 1, 4
+2022/1/8, 29, 10, 28, 25, 1, 5
+2022/1/9, 34, 10, 27, 20, 1, 4
+2022/1/10, 37, 10, 29, 18, 1, 4
+2022/1/11, 36, 13, 17, 26, 1, 4
+2022/1/12, 46, 4, 27, 19, 1, 3
+2022/1/13, 13, 6, 28, 23, 1, 4
+2022/1/14, 22, 3, 31, 12, , 3
+2022/1/15, 11, 6, 29, 20, 1, 4
+2022/1/16, 22, 11, 24, 21, 1, 4
+2022/1/17, 40, 8, 25, 25, 1, 4
+2022/1/18, 32, 4, 28, 15, 1, 3
+2022/1/19, 16, 7, 23, 26, 14, 5
+2022/1/20, 24, 7, 26, 22, 1, 4
+2022/1/21, 29, 4, 30, 16, 1, 3
+2022/1/22, 13, 6, 33, 19, 1, 5
+2022/1/23, 22, 11, 28, 15, 1, 3
+2022/1/24, 42, 7, 33, 15, 1, 3
+2022/1/25, 37, 9, 25, 25, 1, 3
+2022/1/27, 67, 11, 32, 18, 1, 4
+2022/1/28, 42, 9, 34, 15, 1, 4
+2022/1/29, 34, 8, 28, 20, 1, 4
+2022/1/30, 30, 7, 31, 11, 1, 3
+2022/1/31, 31, 5, 31, 13, 1, 3
+2022/2/1, 14, 8, 28, 28, 1, 4
+2022/2/2, 30, 11, 33, 26, 1, 5
+2022/2/3, 38, 13, 31, 28, 2, 5
+2022/2/4, 46, 9, 26, 26, 1, 4
+2022/2/5, 31, 7, 32, 17, 1, 3
+2022/2/6, 26, 6, 31, 15, 1, 3
+2022/2/7, 22, 5, 32, 17, 1, 3
+2022/2/8, 15, 10, 25, 25, 1, 4
+2022/2/9, 39, 8, 32, 19, 1, 3
+2022/2/10, 26, 9, 28, 17, 1, 3
+2022/2/11, 37, 6, 33, 13, , 3
+2022/2/12, 20, 10, 29, 26, 1, 4
+2022/2/13, 38, 11, 31, 17, 1, 4
+2022/2/14, 43, 12, 29, 25, 1, 4
+2022/2/15, 45, 18, 20, 31, 1, 5
+2022/2/16, 61, 11, 31, 22, 1, 4
+2022/2/17, 40, 5, 33, 21, 1, 3
+2022/2/18, 21, 5, 34, 21, , 4
+2022/2/19, 17, 10, 23, 25, 1, 3
+2022/2/20, 38, 8, 32, 11, 1, 3
+2022/2/21, 29, 5, 34, 13, , 3
+2022/2/22, 17, 6, 32, 20, 1, 3
+2022/2/23, 24, 5, 36, 14, 1, 3
+2022/2/24, 18, 4, 34, 12, 1, 2
+2022/2/25, 14, 6, 36, 19, 1, 2
+2022/2/26, 19, 11, 41, 24, 1, 
+2022/2/27, 33, 12, 43, 13, 1, 
+2022/2/28, 35, 10, 41, 24, 1, 
+2022/3/1, 33, 15, 40, 28, 1, 
+2022/3/2, 48, 13, 42, 22, 1, 
 2022/3/3, 41, 15, 42, 17, 1, 
 2022/3/4, 46, 11, 36, 20, 1, 3
 2022/3/5, 39, 19, 49, 17, 1, 3
@@ -293,66 +704,10 @@ date, pm25, pm10, o3, no2, so2, co
 2022/3/26, 52, 16, 41, 17, 1, 3
 2022/3/27, 44, 9, 38, 8, 1, 3
 2022/3/28, 15, 8, 37, 13, 1, 
-2022/3/29, 21, 13, 29, 22, 1, 
-2022/3/30, 41, 13, 41, 18, , 
-2022/3/31, 39, 14, 45, 18, 1, 
-2022/4/1, 38, 5, 39, 11, , 2
-2022/2/2, 30, 11, 33, 26, 1, 5
-2022/2/3, 38, 13, 31, 28, 2, 5
-2022/2/4, 46, 6, 26, 19, 1, 4
-2022/2/5, 14, 7, 32, 17, 1, 3
-2022/2/6, 26, 6, 31, 15, 1, 3
-2022/2/7, 22, 5, 32, 17, 1, 3
-2022/2/8, 15, 10, 25, 25, 1, 4
-2022/2/9, 39, 8, 32, 19, 1, 3
-2022/2/10, 26, 9, 28, 17, 1, 3
-2022/2/11, 37, 6, 33, 13, , 3
-2022/2/12, 20, 10, 29, 26, 1, 4
-2022/2/13, 38, 11, 31, 17, 1, 4
-2022/2/14, 43, 12, 29, 25, 1, 4
-2022/2/15, 45, 18, 20, 31, 1, 5
-2022/2/16, 61, 11, 31, 22, 1, 4
-2022/2/17, 40, 5, 33, 21, 1, 3
-2022/2/18, 21, 5, 34, 21, , 4
-2022/2/19, 17, 10, 23, 25, 1, 3
-2022/2/20, 38, 8, 32, 11, 1, 3
-2022/2/21, 29, 5, 34, 13, , 3
-2022/2/22, 17, 6, 32, 20, 1, 3
-2022/2/23, 24, 5, 36, 14, 1, 3
-2022/2/24, 18, 4, 34, 12, 1, 2
-2022/2/25, 14, 6, 36, 19, 1, 2
-2022/2/26, 19, 11, 41, 24, 1, 
-2022/2/27, 33, 12, 43, 13, 1, 
-2022/2/28, 35, 10, 41, 24, 1, 
-2022/3/1, 33, 15, 43, 27, 1, 
-2022/1/4, 22, 6, 26, 15, 1, 3
-2022/1/5, 17, 4, 31, 8, , 2
-2022/1/6, 9, 9, 19, 24, 1, 4
-2022/1/7, 39, 8, 29, 17, 1, 4
-2022/1/8, 29, 10, 28, 25, 1, 5
-2022/1/9, 34, 10, 27, 20, 1, 4
-2022/1/10, 37, 10, 29, 18, 1, 4
-2022/1/11, 36, 13, 17, 26, 1, 4
-2022/1/12, 46, 4, 27, 19, 1, 3
-2022/1/13, 13, 6, 28, 23, 1, 4
-2022/1/14, 22, 3, 31, 12, , 3
-2022/1/15, 11, 6, 29, 20, 1, 4
-2022/1/16, 22, 11, 24, 21, 1, 4
-2022/1/17, 40, 8, 25, 25, 1, 4
-2022/1/18, 32, 4, 28, 15, 1, 3
-2022/1/19, 16, 7, 23, 26, 14, 5
-2022/1/20, 24, 7, 26, 22, 1, 4
-2022/1/21, 29, 4, 30, 16, 1, 3
-2022/1/22, 13, 6, 33, 19, 1, 5
-2022/1/23, 22, 11, 28, 15, 1, 3
-2022/1/24, 42, 7, 33, 15, 1, 3
-2022/1/25, 37, 9, 25, 25, 1, 3
-2022/1/27, 67, 11, 32, 18, 1, 4
-2022/1/28, 42, 9, 34, 15, 1, 4
-2022/1/29, 34, 8, 28, 20, 1, 4
-2022/1/30, 30, 7, 31, 11, , 3
-2022/1/31, 31, 5, 31, 13, , 
-2022/2/1, 14, 8, 29, 28, 1, 4
+2022/3/29, 21, 13, 29, 22, 1, 3
+2022/3/30, 41, 13, 41, 18, 1, 3
+2022/3/31, 39, 14, 45, 18, 1, 3
+2022/4/1, 38, 6, 38, 10, , 2
 2021/10/2, 11, 9, 41, 12, 1, 3
 2021/10/3, 23, 11, 55, 10, 1, 
 2021/10/4, 30, 15, , 17, , 
@@ -3224,7 +3579,9 @@ date, pm25, pm10, o3, no2, so2, co
 2014/3/30, 78, 12, , 11, , 
 2014/3/31, 32, 8, , 19, , 
 2014/4/1, 27, 17, , 30, , 
-2022/11/4, , 10, 32, 15, 1, 2
+2023/12/1, , 6, 19, 24, 1, 3
+2023/5/25, , 12, 40, 16, 1, 2
+2022/11/4, , 10, 33, 15, 1, 2
 2022/5/20, , 24, 73, 24, 1, 3
 2022/1/26, , 17, 22, 27, 1, 5
 2021/5/27, , 8, 37, 18, 1, 2
diff --git a/data/japan-aqi/honcho,-kuki, saitama, japan-air-quality.csv b/data/japan-aqi/honcho,-kuki, saitama, japan-air-quality.csv
index 8480e50a..06c62674 100644
--- a/data/japan-aqi/honcho,-kuki, saitama, japan-air-quality.csv	
+++ b/data/japan-aqi/honcho,-kuki, saitama, japan-air-quality.csv	
@@ -5,10 +5,17 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/5, 35, 18, 8, 27, , 
 2023/12/6, 62, 11, 30, 17, , 
 2023/12/7, 37, 11, 29, 16, 1, 
-2023/12/8, 40, 12, 30, 16, , 
+2023/12/8, 40, 12, 30, 16, 1, 
 2023/12/9, 38, 22, 27, 21, , 
-2023/12/10, 67, 20, 4, 18, , 
-2023/12/11, 67, , , , , 
+2023/12/10, 67, 23, 33, 16, 1, 
+2023/12/11, 71, 18, 20, 18, , 
+2023/12/12, 56, 12, 25, 15, , 
+2023/12/13, 41, 3, 28, 10, , 
+2023/12/14, 13, 11, 24, 22, , 
+2023/12/15, 40, 20, 17, 19, , 
+2023/12/16, 61, 23, 20, 18, , 
+2023/12/17, 66, 5, 30, 4, , 
+2023/12/18, 19, , , , , 
 2023/11/2, 59, 26, 43, 19, , 
 2023/11/3, 71, 35, 64, 17, , 
 2023/11/4, 86, 36, 51, 16, 1, 
diff --git a/data/japan-aqi/honkatata,-otsu, shiga, japan-air-quality.csv b/data/japan-aqi/honkatata,-otsu, shiga, japan-air-quality.csv
index 062ae57b..7dbccffc 100644
--- a/data/japan-aqi/honkatata,-otsu, shiga, japan-air-quality.csv	
+++ b/data/japan-aqi/honkatata,-otsu, shiga, japan-air-quality.csv	
@@ -5,10 +5,17 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/5, 22, 11, 11, 11, , 4
 2023/12/6, 32, 13, 21, 12, 1, 4
 2023/12/7, 37, 19, 32, 8, 1, 3
-2023/12/8, 45, 38, 25, 8, 2, 3
-2023/12/9, 57, 27, 28, 11, 1, 4
-2023/12/10, 58, 20, 8, 8, , 
-2023/12/11, 57, , , , , 
+2023/12/8, 45, 38, 25, 8, 1, 3
+2023/12/9, 57, 27, 28, 11, 2, 4
+2023/12/10, 58, 25, 22, 7, 1, 4
+2023/12/11, 59, 19, 22, 5, 1, 3
+2023/12/12, 46, 6, 31, 3, , 3
+2023/12/13, 19, 5, 29, 2, , 2
+2023/12/14, 15, 9, 23, 7, , 3
+2023/12/15, 23, 12, 13, 10, , 3
+2023/12/16, 34, 9, 29, 5, , 4
+2023/12/17, 21, 4, 29, 1, , 1
+2023/12/18, 5, , , , , 
 2023/11/2, 46, 23, 40, 7, 1, 4
 2023/11/3, 62, 30, 43, 5, 1, 4
 2023/11/4, 73, 32, 40, 5, 1, 4
diff --git a/data/japan-aqi/ishikawa,-mito, ibaraki, japan-air-quality.csv b/data/japan-aqi/ishikawa,-mito, ibaraki, japan-air-quality.csv
index 2f2320b5..0a651687 100644
--- a/data/japan-aqi/ishikawa,-mito, ibaraki, japan-air-quality.csv	
+++ b/data/japan-aqi/ishikawa,-mito, ibaraki, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2
 2023/12/7, 30, 3, 31, 6, 1
 2023/12/8, 31, 4, 27, 9, 1
 2023/12/9, 40, 8, 30, 9, 1
-2023/12/10, 59, 7, 10, 2, 
-2023/12/11, 31, , , , 
+2023/12/10, 59, 10, 30, 5, 1
+2023/12/11, 57, 4, 28, 4, 1
+2023/12/12, 37, 5, 28, 3, 1
+2023/12/13, 31, 2, 29, 6, 1
+2023/12/14, 48, 3, 26, 5, 1
+2023/12/15, 37, 5, 17, 7, 1
+2023/12/16, 37, 12, 12, 9, 1
+2023/12/17, 59, 9, 29, 3, 1
+2023/12/18, 9, , , , 
 2023/11/2, 47, 10, 34, 8, 1
 2023/11/3, 61, 18, 55, 6, 1
 2023/11/4, 73, 19, 45, 5, 1
diff --git a/data/japan-aqi/ishimaru,-fukuoka, japan-air-quality.csv b/data/japan-aqi/ishimaru,-fukuoka, japan-air-quality.csv
index d03dbdef..136bbf02 100644
--- a/data/japan-aqi/ishimaru,-fukuoka, japan-air-quality.csv	
+++ b/data/japan-aqi/ishimaru,-fukuoka, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2
 2023/12/7, 52, 23, 36, 9, 
 2023/12/8, 67, 13, 28, 9, 
 2023/12/9, 42, 13, 26, 7, 
-2023/12/10, 41, 11, 10, 6, 
-2023/12/11, 40, , , , 
+2023/12/10, 41, 12, 26, 7, 
+2023/12/11, 45, 11, 28, 6, 
+2023/12/12, 33, 6, 28, 1, 
+2023/12/13, 18, 7, 22, 7, 
+2023/12/14, 21, 12, 15, 14, 
+2023/12/15, 40, 9, 25, 5, 
+2023/12/16, 26, 8, 32, 2, 
+2023/12/17, 24, 7, 28, 1, 
+2023/12/18, 20, , , , 
 2023/11/2, 52, 15, 34, 9, 
 2023/11/3, 50, 18, 38, 6, 
 2023/11/4, 59, 21, 26, 8, 
diff --git a/data/japan-aqi/ishincho,-aichi, japan-air-quality.csv b/data/japan-aqi/ishincho,-aichi, japan-air-quality.csv
index cda2f228..8ea04b16 100644
--- a/data/japan-aqi/ishincho,-aichi, japan-air-quality.csv	
+++ b/data/japan-aqi/ishincho,-aichi, japan-air-quality.csv	
@@ -1,7 +1,113 @@
 date, pm25, pm10, o3, no2, so2, co
-2023/9/2, 20, 11, 28, 7, 1, 2
-2023/9/3, 28, 10, 6, 6, 1, 3
-2023/9/4, 19, , , , , 
+2023/12/2, 14, 2, 28, 4, 1, 3
+2023/12/3, 11, 7, 24, 8, 2, 4
+2023/12/4, 26, 8, 23, 16, 1, 4
+2023/12/5, 27, 13, 4, 19, 1, 4
+2023/12/6, 48, 12, 17, 23, 1, 4
+2023/12/7, 44, 17, 30, 16, 1, 4
+2023/12/8, 50, 28, 21, 22, 1, 4
+2023/12/9, 57, 27, 22, 19, 1, 5
+2023/12/10, 63, 21, 26, 12, 2, 5
+2023/12/11, 60, 16, 21, 14, 1, 3
+2023/12/12, 50, 10, 28, 8, 1, 3
+2023/12/13, 25, 3, 28, 4, 1, 3
+2023/12/14, 11, 10, 18, 17, 1, 4
+2023/12/15, 33, 15, 5, 20, 1, 4
+2023/12/16, 44, 16, 26, 15, 1, 5
+2023/12/17, 36, 1, 28, 1, , 
+2023/12/18, 9, , , , , 
+2023/11/2, 53, 25, 42, 16, 1, 5
+2023/11/3, 68, 33, 42, 22, 5, 6
+2023/11/4, 80, 38, 45, 18, 2, 5
+2023/11/5, 94, 34, 42, 12, 2, 4
+2023/11/6, 86, 11, 30, 7, 1, 2
+2023/11/7, 25, 13, 31, 6, 1, 3
+2023/11/8, 31, 10, 30, 10, 1, 4
+2023/11/9, 28, 17, 23, 16, 1, 4
+2023/11/10, 52, 16, 8, 18, 1, 4
+2023/11/11, 49, 3, 26, 4, 1, 3
+2023/11/12, 7, 4, 22, 5, 1, 3
+2023/11/13, 16, 3, 27, 4, 1, 3
+2023/11/14, 10, 5, 26, 9, 1, 3
+2023/11/15, 17, 10, 18, 15, 1, 4
+2023/11/16, 37, 14, 11, 24, 1, 3
+2023/11/17, 49, 11, 13, 14, 1, 4
+2023/11/18, 38, 4, 24, 2, 1, 3
+2023/11/19, 11, 8, 26, 5, 1, 4
+2023/11/20, 28, 10, 26, 10, 1, 4
+2023/11/21, 30, 10, 20, 15, 1, 4
+2023/11/22, 32, 16, 23, 23, 2, 5
+2023/11/23, 48, 20, 25, 21, 2, 5
+2023/11/24, 59, 20, 31, 11, 1, 4
+2023/11/25, 48, 2, 25, 2, 1, 3
+2023/11/26, 7, 4, 23, 7, 1, 3
+2023/11/27, 12, 15, 11, 20, 4, 7
+2023/11/28, 49, 14, 29, 9, 1, 4
+2023/11/29, 53, 9, 24, 12, 1, 3
+2023/11/30, 25, 7, 26, 5, , 3
+2023/12/1, 23, 3, 22, 7, 1, 3
+2023/10/2, 32, 8, 32, 2, 1, 2
+2023/10/3, 21, 11, 37, 9, 3, 3
+2023/10/4, 20, 8, 27, 9, , 3
+2023/10/5, 13, 8, 29, 7, 1, 3
+2023/10/6, 22, 8, 29, 4, 1, 2
+2023/10/7, 18, 8, 29, 4, 1, 
+2023/10/8, 21, 8, 20, 5, 1, 3
+2023/10/9, 25, 4, 17, 5, , 3
+2023/10/10, 15, 4, 33, 5, 1, 3
+2023/10/11, 11, 8, 31, 5, 1, 3
+2023/10/12, 21, 8, 34, 5, 1, 2
+2023/10/13, 25, 8, 34, 7, 1, 3
+2023/10/14, 26, 14, 26, 12, 1, 3
+2023/10/15, 46, 8, 43, 3, 1, 3
+2023/10/16, 27, 12, 34, 7, 1, 3
+2023/10/17, 37, 11, 34, 7, 1, 3
+2023/10/18, 39, 11, 30, 16, 1, 4
+2023/10/19, 35, 16, 35, 16, 3, 5
+2023/10/20, 54, 17, 31, 11, 2, 4
+2023/10/21, 54, 3, 24, 1, 1, 3
+2023/10/22, 9, 5, 27, 4, 1, 3
+2023/10/23, 14, 9, 27, 11, 1, 3
+2023/10/24, 29, 12, 28, 16, 3, 5
+2023/10/25, 41, 12, 37, 9, 1, 3
+2023/10/26, 42, 11, 39, 8, , 3
+2023/10/27, 34, 16, 46, 11, 5, 5
+2023/10/28, 42, 8, 33, 6, 1, 3
+2023/10/29, 1, 4, 28, 1, 1, 
+2023/10/30, 1, 7, 29, 11, 1, 5
+2023/10/31, 1, 10, 29, 14, 3, 5
+2023/11/1, 10, 16, 33, 21, 1, 4
+2023/7/2, 19, 9, 44, 4, 1, 4
+2023/7/3, 24, 16, 39, 7, 1, 3
+2023/7/4, 47, 15, 57, 6, 1, 1
+2023/7/5, 45, 8, 35, 6, , 1
+2023/7/6, 19, 14, 50, 4, 1, 2
+2023/7/7, 38, 26, 50, 10, 3, 5
+2023/7/8, 60, 22, 19, 9, 1, 3
+2023/7/9, 48, 15, 20, 5, 2, 5
+2023/7/10, 34, 19, 29, 12, 3, 4
+2023/7/11, 43, 21, 41, 12, 2, 3
+2023/7/12, 48, 21, 27, 13, 2, 4
+2023/7/13, 47, 12, 19, 13, 1, 4
+2023/7/14, 27, 23, 42, 13, 5, 6
+2023/7/15, 45, 15, 21, 8, 1, 3
+2023/7/16, 28, 17, 32, 8, 3, 5
+2023/7/17, 36, 15, 41, 7, 1, 2
+2023/7/18, 41, 21, 23, 6, 1, 2
+2023/7/19, 58, 18, 37, 7, 2, 2
+2023/7/20, 50, 8, 31, 3, 1, 1
+2023/7/21, 20, 13, 36, 9, 1, 1
+2023/7/22, 35, 14, 39, 6, 2, 2
+2023/7/23, 38, 16, 45, 6, 2, 4
+2023/7/24, 45, 13, 35, 9, 4, 3
+2023/7/25, 37, 14, 53, 9, 1, 3
+2023/7/26, 37, 18, 54, 9, 1, 3
+2023/7/27, 51, 20, 57, 9, 2, 3
+2023/7/28, 55, 16, 43, 10, 4, 4
+2023/7/29, 43, 10, 35, 7, 4, 5
+2023/7/30, 27, 9, 19, 4, 3, 5
+2023/7/31, 25, 10, 16, 7, 3, 4
+2023/8/1, 19, 10, 18, 6, 3, 2
 2023/8/2, 19, 10, 17, 6, 1, 2
 2023/8/3, 21, 14, 14, 6, 6, 1
 2023/8/4, 32, 11, 25, 8, 2, 2
@@ -33,37 +139,36 @@ date, pm25, pm10, o3, no2, so2, co
 2023/8/30, 17, 12, 8, 6, , 1
 2023/8/31, 19, 14, 12, 5, 1, 1
 2023/9/1, 20, 10, 15, 7, 1, 1
-2023/7/2, 19, 9, 44, 4, 1, 4
-2023/7/3, 24, 16, 39, 7, 1, 3
-2023/7/4, 47, 15, 57, 6, 1, 1
-2023/7/5, 45, 8, 35, 6, , 1
-2023/7/6, 19, 14, 50, 4, 1, 2
-2023/7/7, 38, 26, 50, 10, 3, 5
-2023/7/8, 60, 22, 19, 9, 1, 3
-2023/7/9, 48, 15, 20, 5, 2, 5
-2023/7/10, 34, 19, 29, 12, 3, 4
-2023/7/11, 43, 21, 41, 12, 2, 3
-2023/7/12, 48, 21, 27, 13, 2, 4
-2023/7/13, 47, 12, 19, 13, 1, 4
-2023/7/14, 27, 23, 42, 13, 5, 6
-2023/7/15, 45, 15, 21, 8, 1, 3
-2023/7/16, 28, 17, 32, 8, 3, 5
-2023/7/17, 36, 15, 41, 7, 1, 2
-2023/7/18, 41, 21, 23, 6, 1, 2
-2023/7/19, 58, 18, 37, 7, 2, 2
-2023/7/20, 50, 8, 31, 3, 1, 1
-2023/7/21, 20, 13, 36, 9, 1, 1
-2023/7/22, 35, 14, 39, 6, 2, 2
-2023/7/23, 38, 16, 45, 6, 2, 4
-2023/7/24, 45, 13, 35, 9, 4, 3
-2023/7/25, 37, 14, 53, 9, 1, 3
-2023/7/26, 37, 18, 54, 9, 1, 3
-2023/7/27, 51, 20, 57, 9, 2, 3
-2023/7/28, 55, 16, 43, 10, 4, 4
-2023/7/29, 43, 10, 35, 7, 4, 5
-2023/7/30, 27, 9, 19, 4, 3, 5
-2023/7/31, 25, 10, 16, 7, 3, 5
-2023/8/1, 19, 10, 18, 6, 3, 2
+2023/9/2, 20, 11, 28, 7, 1, 2
+2023/9/3, 28, 15, 43, 5, 2, 5
+2023/9/4, 38, 17, 41, 8, 2, 3
+2023/9/5, 50, 8, 21, 8, 1, 2
+2023/9/6, 18, 10, 10, 9, 1, 3
+2023/9/7, 23, 9, 29, 9, 1, 2
+2023/9/8, 24, 12, 27, 11, 1, 3
+2023/9/9, 35, 12, 39, 5, 1, 2
+2023/9/10, 32, 11, 29, 5, 2, 3
+2023/9/11, 28, 9, 9, 11, 1, 3
+2023/9/12, 22, 9, 16, 10, 1, 2
+2023/9/13, 23, 18, 41, 12, 2, 4
+2023/9/14, 42, 13, 20, 12, 2, 3
+2023/9/15, 31, 14, 38, 9, 1, 2
+2023/9/16, 38, 17, 43, 7, 2, 4
+2023/9/17, 44, 11, 16, 5, 1, 1
+2023/9/18, 29, 15, 13, 6, 1, 2
+2023/9/19, 36, 13, 27, 8, 1, 2
+2023/9/20, 31, 20, 28, 8, 1, 2
+2023/9/21, 53, 15, 18, 8, 1, 2
+2023/9/22, 37, 7, 31, 5, 1, 2
+2023/9/23, 17, 6, 32, 3, 1, 1
+2023/9/24, 15, 7, 38, 5, 2, 2
+2023/9/25, 22, 12, 37, 9, 2, 4
+2023/9/26, 40, 14, 51, 12, 3, 3
+2023/9/27, 42, 19, 45, 10, 1, 4
+2023/9/28, 56, 16, 38, 8, 2, 5
+2023/9/29, 45, 9, 35, 3, 1, 3
+2023/9/30, 24, 15, 41, 9, 2, 5
+2023/10/1, 44, 10, 34, 3, 1, 4
 2023/4/2, 63, 20, 51, 9, 2, 4
 2023/4/3, 59, 15, 41, 7, 2, 2
 2023/4/4, 51, 16, 40, 13, 3, 4
diff --git a/data/japan-aqi/iwasakinishi,-ichihara-shi, chiba-ken, japan-air-quality.csv b/data/japan-aqi/iwasakinishi,-ichihara-shi, chiba-ken, japan-air-quality.csv
index e263d4a0..adc16a2f 100644
--- a/data/japan-aqi/iwasakinishi,-ichihara-shi, chiba-ken, japan-air-quality.csv	
+++ b/data/japan-aqi/iwasakinishi,-ichihara-shi, chiba-ken, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 31, 9, 32, 11, 6, 3
 2023/12/8, 32, 8, 20, 19, 3, 4
 2023/12/9, 31, 17, 21, 20, 5, 4
-2023/12/10, 44, 27, 5, 17, 1, 4
-2023/12/11, 59, , , , , 
+2023/12/10, 44, 28, 21, 21, 4, 5
+2023/12/11, 64, 25, 21, 14, 1, 4
+2023/12/12, 52, 14, 18, 15, 1, 3
+2023/12/13, 34, 6, 22, 13, 2, 3
+2023/12/14, 17, 13, 18, 23, 2, 5
+2023/12/15, 42, 21, 28, 18, 3, 4
+2023/12/16, 44, 19, 24, 13, 7, 3
+2023/12/17, 40, 7, 21, 11, 11, 
+2023/12/18, 34, , , , , 
 2023/11/2, 45, 15, 35, 18, 2, 3
 2023/11/3, 52, 24, 63, 11, 4, 3
 2023/11/4, 64, 19, 46, 9, 3, 2
diff --git a/data/japan-aqi/izumicho,-oyabe, toyama prefecture, japan-air-quality.csv b/data/japan-aqi/izumicho,-oyabe, toyama prefecture, japan-air-quality.csv
index eb1be289..122c13e0 100644
--- a/data/japan-aqi/izumicho,-oyabe, toyama prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/izumicho,-oyabe, toyama prefecture, japan-air-quality.csv	
@@ -1,7 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
-2023/12/2, 11, 2, 28, 2, , 2
-2023/12/3, 9, 3, 33, 2, , 2
-2023/12/4, 11, , , , , 
+2023/12/2, 11, 2, 28, 2, 1, 2
+2023/12/3, 9, 3, 32, 2, 1, 3
+2023/12/4, 11, 5, 29, 2, 1, 3
+2023/12/5, 14, 6, 12, 7, 1, 5
+2023/12/6, 17, 7, 31, 4, 2, 4
+2023/12/7, 19, 12, 35, 2, 1, 2
+2023/12/8, 27, 25, 31, 4, 1, 4
+2023/12/9, 49, 13, 36, 2, 2, 3
+2023/12/10, 25, 14, 33, 1, 1, 2
+2023/12/11, 29, 9, 31, 3, 1, 2
+2023/12/12, 18, 5, 31, 3, , 2
+2023/12/13, 14, 5, 30, 3, , 2
+2023/12/14, 12, 7, 29, 4, , 3
+2023/12/15, 16, 9, 32, 8, , 3
+2023/12/16, 19, 5, 35, 1, , 3
+2023/12/17, 15, 5, 35, , , 
+2023/12/18, 11, , , , , 
 2023/11/2, 28, 18, 46, 3, 1, 3
 2023/11/3, 44, 18, 48, 1, 1, 3
 2023/11/4, 45, 18, 41, 2, 1, 3
@@ -28,10 +42,10 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/25, 31, 3, 26, 1, 1, 2
 2023/11/26, 9, 3, 28, 1, 1, 3
 2023/11/27, 9, 7, 30, 3, 1, 3
-2023/11/28, 20, 10, 32, 2, , 2
-2023/11/29, 27, 7, 31, 1, , 2
-2023/11/30, 16, 5, 32, 1, , 2
-2023/12/1, 11, 2, 26, 3, , 3
+2023/11/28, 20, 10, 32, 2, 1, 2
+2023/11/29, 27, 7, 31, 1, 1, 2
+2023/11/30, 16, 5, 32, 1, 1, 2
+2023/12/1, 11, 2, 26, 3, 1, 3
 2023/10/2, 30, 7, 35, 1, 1, 2
 2023/10/3, 17, 9, 35, 1, 1, 
 2023/10/4, 17, 10, 39, 1, 1, 2
diff --git a/data/japan-aqi/jonanmachitaka,-kumamoto prefecture, japan-air-quality.csv b/data/japan-aqi/jonanmachitaka,-kumamoto prefecture, japan-air-quality.csv
index 9096a833..6b012b16 100644
--- a/data/japan-aqi/jonanmachitaka,-kumamoto prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/jonanmachitaka,-kumamoto prefecture, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 53, 21, 35, 4, 1, 3
 2023/12/8, 65, 12, 28, 5, 2, 3
 2023/12/9, 48, 14, 23, 5, 2, 4
-2023/12/10, 56, 7, 8, 4, , 
-2023/12/11, 38, , , , , 
+2023/12/10, 56, 17, 26, 4, 7, 3
+2023/12/11, 59, 11, 24, 7, 1, 4
+2023/12/12, 52, 5, 29, 2, , 1
+2023/12/13, 25, 7, 28, 6, 2, 2
+2023/12/14, 32, 13, 14, 11, 1, 3
+2023/12/15, 51, 11, 30, 6, 1, 3
+2023/12/16, 48, 3, 30, 1, 1, 2
+2023/12/17, 23, 4, 29, , , 
+2023/12/18, 25, , , , , 
 2023/11/2, 59, 14, 43, 3, 1, 2
 2023/11/3, 57, 20, 44, 3, 4, 1
 2023/11/4, 71, 23, 33, 3, 10, 1
diff --git a/data/japan-aqi/kabe,-hiroshima, japan-air-quality.csv b/data/japan-aqi/kabe,-hiroshima, japan-air-quality.csv
index 725268b4..ab3fafcb 100644
--- a/data/japan-aqi/kabe,-hiroshima, japan-air-quality.csv	
+++ b/data/japan-aqi/kabe,-hiroshima, japan-air-quality.csv	
@@ -4,11 +4,18 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/4, 54, 11, 26, 8, , 3
 2023/12/5, 42, 11, 11, 9, 1, 3
 2023/12/6, 45, 10, 14, 9, 1, 4
-2023/12/7, 39, 17, 30, 6, , 3
+2023/12/7, 39, 17, 30, 6, 1, 3
 2023/12/8, 45, 24, 23, 7, 1, 3
 2023/12/9, 55, 18, 19, 8, 2, 4
-2023/12/10, 50, 11, 5, 4, , 2
-2023/12/11, 37, , , , , 
+2023/12/10, 50, 14, 26, 5, 3, 3
+2023/12/11, 43, 14, 17, 6, 2, 4
+2023/12/12, 46, 4, 28, 3, , 3
+2023/12/13, 10, 5, 25, 4, 1, 3
+2023/12/14, 12, 10, 9, 8, 1, 5
+2023/12/15, 34, 11, 20, 15, 1, 8
+2023/12/16, 34, 4, 30, 3, 1, 3
+2023/12/17, 12, 3, 28, , , 
+2023/12/18, 17, , , , , 
 2023/11/2, 47, 16, 38, 7, 1, 3
 2023/11/3, 53, 20, 48, 5, 2, 3
 2023/11/4, 59, 21, 30, 5, 1, 3
diff --git "a/data/japan-aqi/kamigayach\305\215,-shizuoka-ken, japan-air-quality.csv" "b/data/japan-aqi/kamigayach\305\215,-shizuoka-ken, japan-air-quality.csv"
index 678f79f9..a1fdd6dd 100644
--- "a/data/japan-aqi/kamigayach\305\215,-shizuoka-ken, japan-air-quality.csv"	
+++ "b/data/japan-aqi/kamigayach\305\215,-shizuoka-ken, japan-air-quality.csv"	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 33, 13, 36, 6, 1, 3
 2023/12/8, 41, 28, 28, 7, 1, 4
 2023/12/9, 53, 25, 26, 10, 1, 3
-2023/12/10, 59, 28, 14, 13, , 4
-2023/12/11, 72, , , , , 
+2023/12/10, 59, 22, 30, 8, 1, 3
+2023/12/11, 62, 17, 41, 7, 1, 3
+2023/12/12, 54, 5, 27, 3, 1, 3
+2023/12/13, 22, 3, 24, 4, 1, 3
+2023/12/14, 16, 11, 25, 10, 1, 3
+2023/12/15, 39, 9, 16, 9, , 3
+2023/12/16, 28, 13, 24, 5, 1, 3
+2023/12/17, 24, 4, 32, 1, 1, 2
+2023/12/18, 16, , , , , 
 2023/11/2, 43, 22, 47, 7, 1, 4
 2023/11/3, 72, 22, 53, 5, 1, 3
 2023/11/4, 72, 26, 46, 4, 1, 4
diff --git a/data/japan-aqi/kamojimacho-kamojima, yoshinogawa, tokushima, japan-air-quality.csv b/data/japan-aqi/kamojimacho-kamojima, yoshinogawa, tokushima, japan-air-quality.csv
index e8282100..9902eaf9 100644
--- a/data/japan-aqi/kamojimacho-kamojima, yoshinogawa, tokushima, japan-air-quality.csv	
+++ b/data/japan-aqi/kamojimacho-kamojima, yoshinogawa, tokushima, japan-air-quality.csv	
@@ -1,7 +1,21 @@
 date, pm25, pm10, o3, no2, so2
 2023/12/2, 18, 7, 33, 2, 
-2023/12/3, 22, 9, 16, 1, 
-2023/12/4, 23, , , , 
+2023/12/3, 22, 9, 27, 3, 1
+2023/12/4, 40, 9, 28, 3, 1
+2023/12/5, 44, 9, 12, 6, 1
+2023/12/6, 40, 7, 23, 4, 
+2023/12/7, 23, 14, 34, 3, 1
+2023/12/8, 35, 11, 22, 3, 1
+2023/12/9, 44, 12, 24, 2, 1
+2023/12/10, 41, 15, 27, 1, 2
+2023/12/11, 47, 15, 33, 4, 
+2023/12/12, 44, 5, 26, 2, 
+2023/12/13, 14, 3, 28, 2, 
+2023/12/14, 13, 6, 18, 2, 1
+2023/12/15, 25, 6, 16, 2, 
+2023/12/16, 25, 5, 30, 2, 
+2023/12/17, 16, 4, 30, 1, 
+2023/12/18, 17, , , , 
 2023/11/2, 46, 12, 45, 3, 1
 2023/11/3, 52, 16, 43, 3, 1
 2023/11/4, 64, 14, 47, 2, 1
@@ -27,11 +41,11 @@ date, pm25, pm10, o3, no2, so2
 2023/11/24, 50, 12, 36, 2, 
 2023/11/25, 46, 8, 30, 2, 1
 2023/11/26, 15, 7, 28, 2, 1
-2023/11/27, 36, 9, 14, 4, 
+2023/11/27, 36, 9, 14, 4, 1
 2023/11/28, 39, 13, 34, 3, 
-2023/11/29, 42, 12, 31, 4, 
-2023/11/30, 39, 10, 27, 4, 
-2023/12/1, 33, 7, 27, 3, 
+2023/11/29, 42, 12, 31, 4, 1
+2023/11/30, 39, 10, 27, 4, 1
+2023/12/1, 33, 7, 27, 3, 1
 2023/10/2, 45, 9, 36, 1, 1
 2023/10/3, 31, 7, 38, 2, 1
 2023/10/4, 25, 8, 43, 2, 1
diff --git a/data/japan-aqi/kanazawa,-aomori, aomori, japan-air-quality.csv b/data/japan-aqi/kanazawa,-aomori, aomori, japan-air-quality.csv
index 3c50f9a8..d79f3ea9 100644
--- a/data/japan-aqi/kanazawa,-aomori, aomori, japan-air-quality.csv	
+++ b/data/japan-aqi/kanazawa,-aomori, aomori, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, no2, so2, co
 2023/12/7, 45, 7, 9, , 1
 2023/12/8, 37, 12, 9, , 1
 2023/12/9, 54, 19, 4, , 1
-2023/12/10, 68, 19, 7, , 
-2023/12/11, 68, , , , 
+2023/12/10, 68, 9, 2, , 1
+2023/12/11, 50, 6, 4, , 1
+2023/12/12, 36, 4, 6, , 1
+2023/12/13, 35, 4, 2, , 1
+2023/12/14, 34, 3, 1, , 1
+2023/12/15, 34, 3, 5, , 1
+2023/12/16, 29, 4, 12, , 2
+2023/12/17, 31, 5, 1, , 
+2023/12/18, 34, , , , 
 2023/11/2, 44, 11, 4, , 1
 2023/11/3, 52, 17, 4, , 
 2023/11/4, 65, 11, 3, , 1
diff --git a/data/japan-aqi/kanbara-shinden, shizuoka-ken, japan-air-quality.csv b/data/japan-aqi/kanbara-shinden, shizuoka-ken, japan-air-quality.csv
index 8afdf03a..85938807 100644
--- a/data/japan-aqi/kanbara-shinden, shizuoka-ken, japan-air-quality.csv	
+++ b/data/japan-aqi/kanbara-shinden, shizuoka-ken, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 29, 8, 35, 7, 1, 2
 2023/12/8, 34, 9, 31, 10, 1, 3
 2023/12/9, 24, 11, 31, 7, 1, 3
-2023/12/10, 39, 14, 14, 4, , 
-2023/12/11, 57, , , , , 
+2023/12/10, 39, 15, 36, 5, 1, 3
+2023/12/11, 54, 17, 35, 6, 1, 2
+2023/12/12, 61, 9, 19, 9, 1, 2
+2023/12/13, 39, 4, 26, 5, , 2
+2023/12/14, 6, 8, 30, 7, 1, 2
+2023/12/15, 34, 8, 27, 8, , 2
+2023/12/16, 31, 18, 30, 3, 1, 2
+2023/12/17, 32, 7, 32, 1, 1, 3
+2023/12/18, 9, , , , , 
 2023/11/2, 46, 15, 41, 7, 1, 3
 2023/11/3, 51, 19, 56, 6, 1, 3
 2023/11/4, 63, 24, 51, 4, 1, 3
diff --git "a/data/japan-aqi/kan\305\215ch\305\215,-toyota-shi, aichi-ken, japan-air-quality.csv" "b/data/japan-aqi/kan\305\215ch\305\215,-toyota-shi, aichi-ken, japan-air-quality.csv"
index b611e325..852fd6f1 100644
--- "a/data/japan-aqi/kan\305\215ch\305\215,-toyota-shi, aichi-ken, japan-air-quality.csv"	
+++ "b/data/japan-aqi/kan\305\215ch\305\215,-toyota-shi, aichi-ken, japan-air-quality.csv"	
@@ -1,7 +1,20 @@
 date, pm25, pm10, o3, no2, so2, co
-2023/12/2, 15, 4, 27, 4, , 2
-2023/12/3, 15, 2, 10, 1, , 2
-2023/12/4, 11, , , , , 
+2023/12/2, 15, 4, 27, 4, 1, 2
+2023/12/3, 15, 5, 26, 2, 1, 3
+2023/12/4, 20, 5, 25, 5, 1, 4
+2023/12/5, 16, 10, 11, 9, 1, 3
+2023/12/6, 33, 8, 24, 6, 1, 3
+2023/12/7, 26, 12, 31, 5, 1, 3
+2023/12/8, 34, 21, 25, 7, 1, 3
+2023/12/9, 46, 17, 29, 4, 1, 3
+2023/12/10, 43, 16, 29, 3, 1, 3
+2023/12/11, 47, 17, 28, 6, 1, 3
+2023/12/12, 54, 5, 28, 4, , 3
+2023/12/13, 20, 4, 27, 4, , 2
+2023/12/14, 12, 8, 17, 7, , 3
+2023/12/15, 28, 8, 7, 11, , 4
+2023/12/16, 29, 9, 25, 8, , 5
+2023/12/17, 25, 5, 28, 1, , 3
 2023/11/2, 48, 19, 45, 6, 1, 3
 2023/11/3, 59, 24, 56, 4, 2, 4
 2023/11/4, 68, 25, 41, 3, 1, 4
@@ -28,10 +41,10 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/25, 39, 2, 26, 2, 1, 2
 2023/11/26, 11, 5, 24, 2, 1, 3
 2023/11/27, 22, 9, 21, 6, , 3
-2023/11/28, 34, 10, 30, 4, 2, 4
+2023/11/28, 34, 10, 30, 4, 1, 4
 2023/11/29, 32, 8, 28, 4, 1, 3
 2023/11/30, 23, 5, 27, 5, , 3
-2023/12/1, 20, 4, 22, 4, , 2
+2023/12/1, 20, 4, 22, 4, 1, 2
 2023/10/2, 27, 9, 31, 2, , 2
 2023/10/3, 25, 13, 40, 4, 1, 2
 2023/10/4, 40, 6, 28, 3, , 2
diff --git a/data/japan-aqi/kasugacho,-fukuyama, hiroshima, japan-air-quality.csv b/data/japan-aqi/kasugacho,-fukuyama, hiroshima, japan-air-quality.csv
index e1e89552..fe3510f6 100644
--- a/data/japan-aqi/kasugacho,-fukuyama, hiroshima, japan-air-quality.csv	
+++ b/data/japan-aqi/kasugacho,-fukuyama, hiroshima, japan-air-quality.csv	
@@ -3,12 +3,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/3, 28, 9, 30, 6, , 
 2023/12/4, 41, 15, 20, 13, , 
 2023/12/5, 57, 18, 12, 11, , 
-2023/12/6, 71, 11, 22, 8, , 
-2023/12/7, 48, 15, 30, 8, , 
-2023/12/8, 56, 22, 20, 13, , 
-2023/12/9, 73, 27, 16, 15, , 
-2023/12/10, 84, 24, 1, 13, , 
-2023/12/11, 80, , , , , 
+2023/12/6, 71, 11, 22, 8, 1, 
+2023/12/7, 48, 15, 30, 8, , 3
+2023/12/8, 56, 22, 20, 13, 6, 4
+2023/12/9, 73, 27, 16, 15, 5, 5
+2023/12/10, 84, 33, 15, 16, 11, 5
+2023/12/11, 103, 17, 27, 8, 6, 3
+2023/12/12, 59, 5, 25, 7, , 2
+2023/12/13, 16, 5, 28, 8, , 
+2023/12/14, 20, 8, 18, 9, , 
+2023/12/15, 36, 20, 13, 13, , 
+2023/12/16, 73, 6, 28, 5, , 
+2023/12/17, 23, 4, 28, 1, , 
+2023/12/18, 18, , , , , 
 2023/11/2, 55, 20, 32, 12, , 
 2023/11/3, 63, 31, 28, 14, , 
 2023/11/4, 91, 35, 29, 10, , 
diff --git a/data/japan-aqi/kera,-kochi, kochi prefecture, japan-air-quality.csv b/data/japan-aqi/kera,-kochi, kochi prefecture, japan-air-quality.csv
index aa179e58..d45d673d 100644
--- a/data/japan-aqi/kera,-kochi, kochi prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/kera,-kochi, kochi prefecture, japan-air-quality.csv	
@@ -3,9 +3,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/3, 18, 9, 30, 3, 1, 
 2023/12/4, 34, 12, 32, 5, 1, 
 2023/12/5, 44, 8, 19, 6, , 
-2023/12/9, 50, 12, 26, 4, , 
-2023/12/10, 47, 11, 5, 3, , 
-2023/12/11, 42, , , , , 
+2023/12/9, 50, 12, 26, 4, 1, 
+2023/12/10, 47, 14, 26, 3, 6, 
+2023/12/11, 50, 13, 22, 5, 1, 
+2023/12/12, 52, 5, 25, 3, , 
+2023/12/13, 22, 7, 29, 3, , 
+2023/12/14, 26, 9, 22, 5, , 
+2023/12/15, 33, 7, 15, 5, , 
+2023/12/16, 32, 8, 23, 3, , 
+2023/12/17, 30, , , , , 
 2023/11/2, 52, 14, 40, 4, 1, 
 2023/11/3, 51, 19, 38, 6, 1, 
 2023/11/4, 64, 19, 35, 4, 1, 
diff --git a/data/japan-aqi/kiirecho,-kagoshima, kagoshima, japan-air-quality.csv b/data/japan-aqi/kiirecho,-kagoshima, kagoshima, japan-air-quality.csv
index 7ad4f729..40cef269 100644
--- a/data/japan-aqi/kiirecho,-kagoshima, kagoshima, japan-air-quality.csv	
+++ b/data/japan-aqi/kiirecho,-kagoshima, kagoshima, japan-air-quality.csv	
@@ -4,11 +4,18 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/4, 36, 15, 31, 2, 1, 4
 2023/12/5, 53, 11, 28, 1, 6, 3
 2023/12/6, 40, 10, 40, 3, 1, 4
-2023/12/7, 41, 22, 40, 1, , 4
+2023/12/7, 41, 22, 40, 1, 1, 4
 2023/12/8, 52, 10, 26, 4, 1, 3
 2023/12/9, 30, 17, 21, 4, 3, 4
-2023/12/10, 50, 16, 16, 3, , 
-2023/12/11, 57, , , , , 
+2023/12/10, 50, 17, 27, 2, 4, 3
+2023/12/11, 55, 11, 26, 2, 1, 3
+2023/12/12, 31, 8, 32, 1, , 3
+2023/12/13, 21, 7, 28, 1, , 4
+2023/12/14, 22, 8, 28, 1, , 2
+2023/12/15, 23, 9, 31, 1, 1, 4
+2023/12/16, 27, 5, 29, 1, , 3
+2023/12/17, 20, 7, 30, , , 
+2023/12/18, 25, , , , , 
 2023/11/2, 50, 16, 40, 4, 6, 3
 2023/11/3, 53, , , , , 
 2023/11/7, 24, 20, 32, 1, 1, 3
diff --git a/data/japan-aqi/kinkaimura-matsumachi, nagasaki, nagasaki, japan-air-quality.csv b/data/japan-aqi/kinkaimura-matsumachi, nagasaki, nagasaki, japan-air-quality.csv
index 92d47ceb..c7190835 100644
--- a/data/japan-aqi/kinkaimura-matsumachi, nagasaki, nagasaki, japan-air-quality.csv	
+++ b/data/japan-aqi/kinkaimura-matsumachi, nagasaki, nagasaki, japan-air-quality.csv	
@@ -2,13 +2,20 @@ date, pm25, pm10, o3, no2, so2
 2023/12/2, 19, 9, 30, 2, 1
 2023/12/3, 28, 11, 29, 2, 1
 2023/12/4, 39, 12, 32, 4, 1
-2023/12/5, 46, 10, 29, 3, 
-2023/12/6, 39, 12, 49, 5, 
-2023/12/7, 44, 21, 34, 4, 2
+2023/12/5, 46, 10, 29, 3, 1
+2023/12/6, 39, 12, 49, 5, 1
+2023/12/7, 44, 21, 34, 4, 1
 2023/12/8, 52, 10, 28, 5, 1
 2023/12/9, 25, 12, 21, 5, 1
-2023/12/10, 33, 10, , 2, 4
-2023/12/11, 39, , , , 
+2023/12/10, 33, 12, 26, 2, 1
+2023/12/11, 46, 12, 32, 3, 1
+2023/12/12, 36, 6, 28, 1, 
+2023/12/13, 14, 5, 30, 2, 
+2023/12/14, 17, 9, 14, 6, 
+2023/12/15, 33, 12, 29, 3, 
+2023/12/16, 23, 5, 29, 3, 1
+2023/12/17, 15, 4, 28, 1, 
+2023/12/18, 15, , , , 
 2023/11/2, 42, 10, 37, 3, 1
 2023/11/3, 33, 14, 35, 2, 1
 2023/11/4, 47, 18, 31, 3, 4
diff --git a/data/japan-aqi/kisukicho-satogata, unnan, shimane, japan-air-quality.csv b/data/japan-aqi/kisukicho-satogata, unnan, shimane, japan-air-quality.csv
index 83e247cc..3634e832 100644
--- a/data/japan-aqi/kisukicho-satogata, unnan, shimane, japan-air-quality.csv	
+++ b/data/japan-aqi/kisukicho-satogata, unnan, shimane, japan-air-quality.csv	
@@ -3,12 +3,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/3, 21, 9, 28, 1, , 2
 2023/12/4, 35, 7, 27, 2, , 2
 2023/12/5, 27, 12, 8, 5, 1, 2
-2023/12/6, 31, 10, 26, 2, , 2
-2023/12/7, 40, 24, 33, 1, , 3
-2023/12/8, 51, 24, 26, 1, , 2
-2023/12/9, 45, 14, 29, 1, , 2
-2023/12/10, 38, 12, 3, 1, , 
-2023/12/11, 28, , , , , 
+2023/12/6, 31, 10, 26, 2, 1, 2
+2023/12/7, 40, 24, 33, 1, 1, 2
+2023/12/8, 51, 24, 26, 1, 1, 2
+2023/12/9, 45, 14, 29, 1, 1, 2
+2023/12/10, 38, 18, 33, 1, 1, 2
+2023/12/11, 43, 15, 33, 1, , 
+2023/12/12, 35, 4, 26, 1, , 
+2023/12/13, 16, 4, 24, 2, , 
+2023/12/14, 16, 9, 14, 4, , 2
+2023/12/15, 27, 7, 27, 1, , 
+2023/12/16, 30, 6, 31, 1, , 2
+2023/12/17, 18, 9, 31, , , 
+2023/12/18, 13, , , , , 
 2023/11/2, 35, 14, 33, 1, , 1
 2023/11/3, 43, 18, 38, 1, 2, 2
 2023/11/4, 55, 23, 13, 2, 1, 2
diff --git a/data/japan-aqi/kita-1 jonishi, hokkaido prefecture, japan-air-quality.csv b/data/japan-aqi/kita-1 jonishi, hokkaido prefecture, japan-air-quality.csv
index c73f76e4..ff212140 100644
--- a/data/japan-aqi/kita-1 jonishi, hokkaido prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/kita-1 jonishi, hokkaido prefecture, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 60, 7, , 10, , 3
 2023/12/8, 30, 8, , 14, , 4
 2023/12/9, 36, 13, , 17, , 4
-2023/12/10, 46, 8, , 5, , 3
-2023/12/11, 41, , , , , 
+2023/12/10, 46, 7, , 7, , 3
+2023/12/11, 33, 7, , 14, , 4
+2023/12/12, 34, 8, , 24, , 3
+2023/12/13, 35, 4, , 12, , 2
+2023/12/14, 20, 5, , 10, , 2
+2023/12/15, 25, 6, , 17, , 3
+2023/12/16, 22, 8, , 24, , 3
+2023/12/17, 34, 3, , 11, , 2
+2023/12/18, 17, , , , , 
 2023/11/2, 33, 14, , 14, , 3
 2023/11/3, 55, 18, , 11, , 3
 2023/11/4, 60, 8, , 9, , 2
diff --git a/data/japan-aqi/kita-33 johigashi, hokkaido prefecture, japan-air-quality.csv b/data/japan-aqi/kita-33 johigashi, hokkaido prefecture, japan-air-quality.csv
index b4de3ee5..5941938c 100644
--- a/data/japan-aqi/kita-33 johigashi, hokkaido prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/kita-33 johigashi, hokkaido prefecture, japan-air-quality.csv	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 14, 4, 26, 16, 1, 2
+2023/12/3, 12, 5, 27, 17, 2, 2
+2023/12/4, 19, 5, 27, 24, 1, 2
+2023/12/5, 19, 12, 23, 29, 3, 3
+2023/12/6, 37, 12, 20, 19, 3, 4
+2023/12/7, 40, 6, 31, 6, 1, 1
+2023/12/8, 19, 7, 26, 11, 1, 2
+2023/12/9, 21, 11, 28, 10, 1, 2
+2023/12/10, 31, 7, 26, 5, 1, 3
+2023/12/11, 19, 6, 23, 13, 2, 2
+2023/12/12, 22, 7, 32, 21, 2, 2
+2023/12/13, 22, 4, 32, 11, 3, 2
+2023/12/14, 15, 4, 32, 8, 2, 2
+2023/12/15, 15, 5, 31, 18, 2, 2
+2023/12/16, 17, 7, 19, 23, 2, 2
+2023/12/17, 19, 3, 28, 5, 1, 1
+2023/12/18, 11, , , , , 
 2023/11/2, 27, 12, 27, 14, 2, 3
 2023/11/3, 42, 16, 34, 6, 1, 2
 2023/11/4, 50, 7, 25, 6, 1, 3
@@ -14,10 +31,21 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/14, 16, 5, 26, 12, 1, 3
 2023/11/15, 16, 6, 19, 21, 2, 3
 2023/11/16, 26, 6, 25, 16, 2, 3
-2023/11/17, 23, 3, 25, 9, , 2
+2023/11/17, 23, 3, 25, 9, 1, 2
 2023/11/18, 11, 6, , 7, , 
-2023/11/19, 20, 4, , 5, , 
-2023/11/20, 15, , , , , 
+2023/11/19, 20, 7, , 9, , 
+2023/11/20, 25, 6, 27, 9, 1, 2
+2023/11/21, 22, 7, 23, 16, 2, 3
+2023/11/22, 18, 16, 26, 28, 2, 4
+2023/11/23, 48, 11, 37, 7, 1, 2
+2023/11/24, 37, 5, 28, 9, 1, 3
+2023/11/25, 20, 3, 30, 8, 2, 3
+2023/11/26, 15, 3, 25, 10, 1, 3
+2023/11/27, 15, 11, 20, 28, 3, 5
+2023/11/28, 35, 7, 28, 12, 1, 3
+2023/11/29, 28, 5, 28, 12, 3, 3
+2023/11/30, 13, 4, 24, 12, 4, 3
+2023/12/1, 19, 4, 24, 15, 3, 2
 2023/10/2, 20, 3, 26, 7, 1, 2
 2023/10/3, 14, 5, 21, 5, 1, 2
 2023/10/4, 13, 4, 24, 4, , 2
diff --git a/data/japan-aqi/kitakokubunjidai,-ichihara, chiba, japan-air-quality.csv b/data/japan-aqi/kitakokubunjidai,-ichihara, chiba, japan-air-quality.csv
index 2fdc45e9..26524e6f 100644
--- a/data/japan-aqi/kitakokubunjidai,-ichihara, chiba, japan-air-quality.csv	
+++ b/data/japan-aqi/kitakokubunjidai,-ichihara, chiba, japan-air-quality.csv	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 24, 12, 21, 11, 3, 5
+2023/12/3, 39, 9, 29, 8, 4, 4
+2023/12/4, 24, 7, 27, 10, 3, 4
+2023/12/5, 25, 13, 5, 22, 2, 5
+2023/12/6, 54, 9, 26, 13, 2, 4
+2023/12/7, 30, 9, 37, 4, 1, 3
+2023/12/8, 23, 10, 22, 14, 4, 4
+2023/12/9, 27, 17, 25, 12, 5, 4
+2023/12/10, 44, 28, 34, 12, 8, 5
+2023/12/11, 71, 22, 22, 10, 1, 4
+2023/12/12, 63, 13, 19, 11, 1, 3
+2023/12/13, 21, 4, 24, 11, 1, 3
+2023/12/14, 14, 13, 17, 18, 5, 5
+2023/12/15, 37, 24, 19, 17, 3, 4
+2023/12/16, 37, 12, 30, 4, 1, 3
+2023/12/17, 24, 5, 28, 2, 2, 3
+2023/12/18, 12, , , , , 
 2023/11/2, 41, 17, 40, 11, 6, 3
 2023/11/3, 53, 25, 67, 9, 6, 3
 2023/11/4, 67, 19, 46, 3, 1, 2
@@ -9,8 +26,26 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/9, 24, 11, 32, 5, 1, 2
 2023/11/10, 28, 17, 17, 11, 2, 3
 2023/11/11, 38, 7, 24, 5, 1, 4
-2023/11/12, 20, 7, 19, 2, 1, 
-2023/11/13, 17, , , , , 
+2023/11/12, 20, 9, 18, 6, 1, 4
+2023/11/13, 25, 5, 27, 7, 1, 3
+2023/11/14, 13, 6, 27, 11, 3, 3
+2023/11/15, 18, 8, 21, 11, 1, 2
+2023/11/16, 16, 12, 27, 10, 1, 3
+2023/11/17, 33, 11, 34, 16, 1, 3
+2023/11/18, 22, 4, 32, 2, 1, 3
+2023/11/19, 9, 8, 24, 6, 7, 4
+2023/11/20, 17, 7, 28, 5, 2, 3
+2023/11/21, 19, 15, 20, 22, 5, 4
+2023/11/22, 40, 19, 33, 14, 4, 4
+2023/11/23, 51, 19, 36, 11, 2, 4
+2023/11/24, 47, 14, 40, 3, 2, 3
+2023/11/25, 42, 3, 25, 4, 1, 4
+2023/11/26, 7, 8, 21, 5, 1, 4
+2023/11/27, 20, 18, 17, 16, 6, 4
+2023/11/28, 43, 16, 35, 4, 1, 3
+2023/11/29, 23, 8, 30, 6, 1, 3
+2023/11/30, 23, 8, 28, 8, 2, 3
+2023/12/1, 26, 6, 25, 7, 1, 3
 2023/10/2, 29, 9, 36, 3, 1, 2
 2023/10/3, 21, 10, 39, 5, 3, 3
 2023/10/4, 25, 11, 25, 10, 1, 3
diff --git a/data/japan-aqi/kitaokawara,-kyoto prefecture, japan-air-quality.csv b/data/japan-aqi/kitaokawara,-kyoto prefecture, japan-air-quality.csv
index a3911099..b5e32648 100644
--- a/data/japan-aqi/kitaokawara,-kyoto prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/kitaokawara,-kyoto prefecture, japan-air-quality.csv	
@@ -3,12 +3,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/3, 18, 7, 30, 5, 1, 
 2023/12/4, 29, 8, 27, 8, , 
 2023/12/5, 24, 12, 10, 13, 1, 
-2023/12/6, 42, 11, 27, 9, , 
-2023/12/7, 35, 15, 34, 6, , 
-2023/12/8, 49, 20, 26, 12, , 
-2023/12/9, 54, 19, 26, 9, , 
-2023/12/10, 53, 19, , 11, , 
-2023/12/11, 57, , , , , 
+2023/12/6, 42, 10, 27, 7, 1, 
+2023/12/7, 35, 15, 38, 3, 1, 
+2023/12/8, 49, 19, 29, 10, 1, 
+2023/12/9, 54, 19, 26, 9, 1, 
+2023/12/10, 53, 17, 28, 6, 1, 
+2023/12/11, 52, 19, 34, 8, , 
+2023/12/12, 56, 5, 32, 6, , 
+2023/12/13, 10, 5, 30, 5, , 
+2023/12/14, 16, 9, 19, 9, , 
+2023/12/15, 25, 14, 13, 13, , 
+2023/12/16, 36, 8, 29, 6, , 
+2023/12/17, 23, 8, 29, 2, , 
+2023/12/18, 21, , , , , 
 2023/11/2, 46, 21, 46, 7, 1, 
 2023/11/3, 57, 26, 51, 5, 1, 
 2023/11/4, 66, 30, 41, 5, 1, 
diff --git a/data/japan-aqi/kitatakumachi-oaza kosamurai, taku, saga prefecture, japan-air-quality.csv b/data/japan-aqi/kitatakumachi-oaza kosamurai, taku, saga prefecture, japan-air-quality.csv
index d47dc3a5..62d79e48 100644
--- a/data/japan-aqi/kitatakumachi-oaza kosamurai, taku, saga prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/kitatakumachi-oaza kosamurai, taku, saga prefecture, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 62, 16, 33, 5, 1, 4
 2023/12/8, 53, 11, 30, 8, 1, 3
 2023/12/9, 40, 12, 29, 7, 3, 3
-2023/12/10, 47, 13, 2, 3, , 2
-2023/12/11, 53, , , , , 
+2023/12/10, 47, 14, 28, 4, 2, 2
+2023/12/11, 52, 10, 23, 5, 1, 3
+2023/12/12, 38, 3, 28, 1, , 2
+2023/12/13, 12, 5, 28, 5, , 3
+2023/12/14, 36, 10, 17, 9, , 3
+2023/12/15, 40, 9, 29, 4, , 3
+2023/12/16, 30, 5, 32, 1, , 3
+2023/12/17, 22, 4, 31, , , 2
+2023/12/18, 19, , , , , 
 2023/11/2, 59, 12, 39, 5, 1, 3
 2023/11/3, 53, 15, 40, 4, 2, 2
 2023/11/4, 60, 19, 32, 4, 5, 2
diff --git "a/data/japan-aqi/kodamach\305\215-takazeki, honj\305\215-shi, saitama-ken, japan-air-quality.csv" "b/data/japan-aqi/kodamach\305\215-takazeki, honj\305\215-shi, saitama-ken, japan-air-quality.csv"
index e6bb2a00..4dad240f 100644
--- "a/data/japan-aqi/kodamach\305\215-takazeki, honj\305\215-shi, saitama-ken, japan-air-quality.csv"	
+++ "b/data/japan-aqi/kodamach\305\215-takazeki, honj\305\215-shi, saitama-ken, japan-air-quality.csv"	
@@ -2,13 +2,20 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 24, 8, 24, 5, 1, 3
 2023/12/3, 26, 8, 27, 3, 1, 2
 2023/12/4, 28, 5, 33, 3, 1, 4
-2023/12/5, 16, 11, 19, 6, , 3
+2023/12/5, 16, 11, 19, 6, 1, 3
 2023/12/6, 38, 8, 27, 6, 1, 2
-2023/12/7, 28, 9, 34, 3, 2, 2
+2023/12/7, 28, 9, 34, 3, 1, 2
 2023/12/8, 32, 13, 32, 6, 1, 3
 2023/12/9, 38, 15, 30, 8, 2, 3
-2023/12/10, 52, 12, 17, 4, , 2
-2023/12/11, 44, , , , , 
+2023/12/10, 52, 17, 32, 5, 1, 3
+2023/12/11, 57, 20, 24, 8, , 3
+2023/12/12, 63, 11, 29, 5, , 2
+2023/12/13, 37, 5, 32, 3, , 
+2023/12/14, 16, 9, 25, 6, , 3
+2023/12/15, 33, 14, 21, 7, , 3
+2023/12/16, 51, 14, 19, 7, 2, 3
+2023/12/17, 48, 4, 26, 2, , 
+2023/12/18, 9, , , , , 
 2023/11/2, 57, 23, 46, 6, 1, 3
 2023/11/3, 66, 29, 61, 6, 2, 3
 2023/11/4, 82, 34, 49, 5, 1, 4
diff --git a/data/japan-aqi/kogakuramachi,-nagasaki, nagasaki, japan-air-quality.csv b/data/japan-aqi/kogakuramachi,-nagasaki, nagasaki, japan-air-quality.csv
index 4523f26f..88ed25b1 100644
--- a/data/japan-aqi/kogakuramachi,-nagasaki, nagasaki, japan-air-quality.csv	
+++ b/data/japan-aqi/kogakuramachi,-nagasaki, nagasaki, japan-air-quality.csv	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2
+2023/12/2, 21, 7, 30, 5, 1
+2023/12/3, 26, 12, 32, 5, 
+2023/12/4, 38, 12, 32, 7, 
+2023/12/5, 43, 10, 27, 7, 
+2023/12/6, 35, 13, 49, 10, 
+2023/12/7, 42, 23, 38, 8, 1
+2023/12/8, 53, 11, 33, 6, 1
+2023/12/9, 32, 13, 32, 5, 2
+2023/12/10, 37, 13, 29, 3, 13
+2023/12/11, 45, 11, 30, 3, 2
+2023/12/12, 38, 8, 29, 5, 
+2023/12/13, 19, 6, 28, 4, 1
+2023/12/14, 18, 9, 32, 5, 
+2023/12/15, 25, 11, 31, 2, 
+2023/12/16, 23, 9, 33, 3, 
+2023/12/17, 19, 5, 29, 1, 
+2023/12/18, 13, , , , 
 2023/11/2, 37, 10, 40, 8, 1
 2023/11/3, 35, 22, 34, 6, 1
 2023/11/4, 50, 20, 33, 3, 11
@@ -11,13 +28,22 @@ date, pm25, pm10, o3, no2, so2
 2023/11/11, 40, 12, 30, 5, 3
 2023/11/12, 29, 10, 35, 2, 3
 2023/11/13, 32, 8, 31, 6, 1
-2023/11/14, 21, 7, 31, 7, 
+2023/11/14, 21, 7, 31, 7, 1
 2023/11/15, 21, 11, 35, 7, 3
 2023/11/16, 33, 12, 38, 5, 2
 2023/11/17, 38, 10, 31, 6, 1
 2023/11/18, 25, 10, 33, 3, 1
-2023/11/19, 26, 10, , 1, 
-2023/11/20, 25, , , , 
+2023/11/19, 26, 11, 41, 2, 
+2023/11/20, 32, 20, 43, 8, 
+2023/11/21, 50, 18, 36, 10, 2
+2023/11/22, 55, 20, 35, 11, 3
+2023/11/23, 59, 16, 63, 5, 1
+2023/11/24, 45, 21, 42, 8, 1
+2023/11/25, 41, 6, 28, 2, 1
+2023/11/26, 28, , , , 
+2023/11/29, 44, 11, 29, 8, 1
+2023/11/30, 27, 15, 29, 8, 1
+2023/12/1, 37, 7, 27, 9, 
 2023/10/2, 45, 11, 41, 4, 1
 2023/10/3, 30, 11, 38, 3, 3
 2023/10/4, 33, 15, 47, 6, 2
@@ -3291,6 +3317,7 @@ date, pm25, pm10, o3, no2, so2
 2014/6/29, 67, 22, 34, 3, 
 2014/6/30, 80, 26, 37, 5, 
 2014/7/1, 103, 43, 43, 11, 
+2023/11/28, , 20, 30, 8, 1
 2022/5/16, , 12, 56, 3, 1
 2021/4/10, , 13, 39, 4, 
 2021/2/4, , 14, 32, 10, 1
diff --git a/data/japan-aqi/kohokudai,-abiko, chiba, japan-air-quality.csv b/data/japan-aqi/kohokudai,-abiko, chiba, japan-air-quality.csv
index 5bfacf48..3e87a695 100644
--- a/data/japan-aqi/kohokudai,-abiko, chiba, japan-air-quality.csv	
+++ b/data/japan-aqi/kohokudai,-abiko, chiba, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 39, 13, 34, 10, 1, 3
 2023/12/8, 33, 9, 26, 12, 1, 3
 2023/12/9, 32, 21, 29, 18, 1, 4
-2023/12/10, 60, 31, 11, 15, 1, 4
-2023/12/11, 76, , , , , 
+2023/12/10, 60, 29, 37, 12, 1, 4
+2023/12/11, 72, 20, 30, 9, 1, 3
+2023/12/12, 48, 19, 26, 7, 1, 3
+2023/12/13, 36, 3, 29, 6, 1, 2
+2023/12/14, 12, 8, 26, 9, 1, 3
+2023/12/15, 33, 18, 28, 13, 1, 3
+2023/12/16, 46, 27, 25, 8, 1, 3
+2023/12/17, 47, 6, 31, 4, , 2
+2023/12/18, 15, , , , , 
 2023/11/2, 49, 25, 45, 11, 1, 4
 2023/11/3, 62, 32, 62, 11, 1, 4
 2023/11/4, 75, 67, 44, 9, 1, 4
diff --git a/data/japan-aqi/kojimashionasu,-kurashiki, okayama, japan-air-quality.csv b/data/japan-aqi/kojimashionasu,-kurashiki, okayama, japan-air-quality.csv
index 632fef6f..36cf2f70 100644
--- a/data/japan-aqi/kojimashionasu,-kurashiki, okayama, japan-air-quality.csv	
+++ b/data/japan-aqi/kojimashionasu,-kurashiki, okayama, japan-air-quality.csv	
@@ -2,13 +2,20 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 40, 15, 29, 16, 6, 
 2023/12/3, 44, 17, 28, 14, 5, 
 2023/12/4, 51, 13, 26, 15, 2, 
-2023/12/5, 43, 16, 17, 16, , 
+2023/12/5, 43, 16, 17, 16, 1, 
 2023/12/6, 53, 27, 16, 22, 1, 
 2023/12/7, 73, 25, 26, 21, 4, 
 2023/12/8, 63, 30, 20, 22, 3, 
 2023/12/9, 66, 30, 14, 26, 4, 
-2023/12/10, 68, 28, 4, 21, , 
-2023/12/11, 73, , , , , 
+2023/12/10, 68, 36, 20, 27, 3, 
+2023/12/11, 85, 20, 29, 15, 1, 
+2023/12/12, 51, 13, 26, 20, 1, 
+2023/12/13, 33, 5, 29, 10, , 
+2023/12/14, 14, 9, 18, 15, 1, 
+2023/12/15, 30, 34, 10, 31, 3, 
+2023/12/16, 81, 15, 28, 22, 3, 
+2023/12/17, 36, 10, 28, 11, 4, 
+2023/12/18, 30, , , , , 
 2023/11/2, 57, 25, 35, 25, 3, 
 2023/11/3, 66, 36, 42, 15, 5, 
 2023/11/4, 85, 42, 39, 13, 4, 
diff --git a/data/japan-aqi/kokubunjicho-nii, takamatsu, kagawa, japan-air-quality.csv b/data/japan-aqi/kokubunjicho-nii, takamatsu, kagawa, japan-air-quality.csv
index 91311876..5703cde8 100644
--- a/data/japan-aqi/kokubunjicho-nii, takamatsu, kagawa, japan-air-quality.csv	
+++ b/data/japan-aqi/kokubunjicho-nii, takamatsu, kagawa, japan-air-quality.csv	
@@ -2,13 +2,20 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 17, 7, 34, 3, 1, 
 2023/12/3, 21, 10, 33, 4, 1, 
 2023/12/4, 28, 12, 28, 10, 1, 
-2023/12/5, 36, 17, 10, 17, 2, 
+2023/12/5, 36, 17, 10, 17, 1, 
 2023/12/6, 44, 16, 24, 10, 1, 
 2023/12/7, 34, 14, 40, 6, 1, 
 2023/12/8, 34, 16, 22, 12, 1, 
-2023/12/9, 41, 20, 18, 12, , 
-2023/12/10, 53, 20, 1, 8, , 
-2023/12/11, 58, , , , , 
+2023/12/9, 41, 20, 18, 12, 1, 
+2023/12/10, 53, 25, 24, 9, 2, 
+2023/12/11, 65, 20, 29, 6, , 
+2023/12/12, 46, 14, 24, 6, , 
+2023/12/13, 27, 4, 29, 6, , 
+2023/12/14, 11, 8, 19, 10, , 
+2023/12/15, 18, 27, 12, 16, 2, 
+2023/12/16, 49, 10, 32, 4, , 
+2023/12/17, 20, 8, 31, , , 
+2023/12/18, 9, , , , , 
 2023/11/2, 46, 17, 51, 9, 1, 
 2023/11/3, 53, 25, 49, 8, 1, 
 2023/11/4, 68, 26, 45, 6, 1, 
diff --git a/data/japan-aqi/kosakamachi,-kanazawa, ishikawa, japan-air-quality.csv b/data/japan-aqi/kosakamachi,-kanazawa, ishikawa, japan-air-quality.csv
index d139c3ef..a5cba94e 100644
--- a/data/japan-aqi/kosakamachi,-kanazawa, ishikawa, japan-air-quality.csv	
+++ b/data/japan-aqi/kosakamachi,-kanazawa, ishikawa, japan-air-quality.csv	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 10, 5, 26, 6, 1, 2
+2023/12/3, 11, 7, 31, 6, 1, 3
+2023/12/4, 14, 8, 29, 17, 1, 3
+2023/12/5, 19, 10, 16, 20, 2, 5
+2023/12/6, 23, 14, 29, 21, 2, 4
+2023/12/7, 21, 18, 33, 14, 1, 2
+2023/12/8, 35, 30, 29, 20, 3, 4
+2023/12/9, 62, 22, 32, 20, 2, 3
+2023/12/10, 27, 25, 31, 19, 3, 2
+2023/12/11, 37, 16, 28, 5, 6, 2
+2023/12/12, 25, 8, 28, 8, 1, 2
+2023/12/13, 14, 7, 30, 4, 1, 2
+2023/12/14, 11, 9, 29, 19, 3, 3
+2023/12/15, 14, 14, 30, 15, 1, 3
+2023/12/16, 20, 9, 32, 6, 1, 3
+2023/12/17, 18, 3, 33, 1, , 
+2023/12/18, 25, , , , , 
 2023/11/2, 31, 22, 44, 23, 2, 3
 2023/11/3, 52, 22, 56, 11, 1, 3
 2023/11/4, 55, 24, 48, 9, 1, 3
@@ -15,8 +32,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/16, 12, 9, 29, 12, 2, 3
 2023/11/17, 17, 8, 33, 6, 1, 3
 2023/11/18, 17, 6, 31, 3, 1, 2
-2023/11/19, 19, 9, 31, 4, 1, 
-2023/11/20, 18, , , , , 
+2023/11/19, 19, 11, 31, 7, 1, 2
+2023/11/20, 26, 10, 33, 6, 1, 2
+2023/11/21, 24, 9, 26, 18, 1, 3
+2023/11/22, 20, 14, 33, 22, 1, 3
+2023/11/23, 26, 18, 36, 21, 1, 2
+2023/11/24, 34, 18, 38, 10, 1, 2
+2023/11/25, 40, 4, 26, 3, 1, 2
+2023/11/26, 9, 5, 27, 8, 1, 3
+2023/11/27, 10, 14, 29, 24, 1, 3
+2023/11/28, 18, 14, 32, 12, 1, 2
+2023/11/29, 36, 10, 29, 8, 1, 2
+2023/11/30, 17, 8, 31, 6, 1, 2
+2023/12/1, 15, 5, 24, 6, 1, 3
 2023/10/2, 29, 9, 34, 2, 1, 2
 2023/10/3, 18, 8, 37, 5, 1, 1
 2023/10/4, 17, 10, 41, 5, 1, 2
diff --git a/data/japan-aqi/kotobukicho,-hofu, yamaguchi, japan-air-quality.csv b/data/japan-aqi/kotobukicho,-hofu, yamaguchi, japan-air-quality.csv
index f90cecdd..3d783573 100644
--- a/data/japan-aqi/kotobukicho,-hofu, yamaguchi, japan-air-quality.csv	
+++ b/data/japan-aqi/kotobukicho,-hofu, yamaguchi, japan-air-quality.csv	
@@ -4,11 +4,18 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/4, 32, 12, 32, 5, 1, 3
 2023/12/5, 35, 16, 23, 8, 1, 3
 2023/12/6, 43, 16, 21, 9, 2, 3
-2023/12/7, 43, 19, 34, 3, , 3
+2023/12/7, 43, 19, 34, 3, 1, 3
 2023/12/8, 50, 16, 25, 7, 3, 3
 2023/12/9, 46, 13, 24, 9, 7, 3
-2023/12/10, 37, 13, 7, 10, 1, 
-2023/12/11, 30, , , , , 
+2023/12/10, 37, 15, 21, 7, 4, 3
+2023/12/11, 41, 14, 21, 11, 1, 3
+2023/12/12, 36, 2, 30, 5, , 2
+2023/12/13, 14, 5, 24, 6, 1, 2
+2023/12/14, 16, 8, 20, 13, 3, 2
+2023/12/15, 25, 9, 28, 11, 3, 2
+2023/12/16, 28, 5, 32, 1, , 4
+2023/12/17, 21, 5, 34, 1, , 2
+2023/12/18, 11, , , , , 
 2023/11/2, 42, 14, 38, 6, 2, 2
 2023/11/3, 44, 18, 45, 7, 3, 2
 2023/11/4, 49, 20, 35, 6, 2, 2
diff --git a/data/japan-aqi/kounodai,-iwata-shi, shizuoka-ken, japan-air-quality.csv b/data/japan-aqi/kounodai,-iwata-shi, shizuoka-ken, japan-air-quality.csv
index 375e7840..e891a978 100644
--- a/data/japan-aqi/kounodai,-iwata-shi, shizuoka-ken, japan-air-quality.csv	
+++ b/data/japan-aqi/kounodai,-iwata-shi, shizuoka-ken, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 37, 11, 36, 6, 1, 4
 2023/12/8, 45, 17, 26, 12, 1, 4
 2023/12/9, 48, 15, 27, 12, 1, 4
-2023/12/10, 52, 23, 19, 13, , 5
-2023/12/11, 56, , , , , 
+2023/12/10, 52, 14, 31, 7, 1, 4
+2023/12/11, 44, 15, 37, 9, 1, 4
+2023/12/12, 51, 7, 24, 6, , 3
+2023/12/13, 17, 3, 26, 6, 1, 2
+2023/12/14, 11, 8, 27, 11, 1, 3
+2023/12/15, 41, 8, 21, 10, , 3
+2023/12/16, 23, 12, 22, 7, , 3
+2023/12/17, 28, 3, 31, 2, 1, 2
+2023/12/18, 11, , , , , 
 2023/11/2, 49, 18, 48, 9, 1, 4
 2023/11/3, 60, 22, 58, 8, 1, 4
 2023/11/4, 74, 24, 48, 6, 1, 4
diff --git a/data/japan-aqi/koyochonaka,-hyogo prefecture, japan-air-quality.csv b/data/japan-aqi/koyochonaka,-hyogo prefecture, japan-air-quality.csv
index 7d451c23..aef3f881 100644
--- a/data/japan-aqi/koyochonaka,-hyogo prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/koyochonaka,-hyogo prefecture, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 44, 21, 32, 16, 1, 
 2023/12/8, 57, 29, 23, 22, 1, 
 2023/12/9, 63, 23, 23, 26, 4, 
-2023/12/10, 55, 19, , 29, 1, 
-2023/12/11, 50, , , , , 
+2023/12/10, 55, 24, 15, 26, 4, 
+2023/12/11, 60, 16, 31, 9, 1, 
+2023/12/12, 43, 6, 31, 9, 1, 
+2023/12/13, 17, 4, 31, 4, 1, 
+2023/12/14, 13, 9, 21, 24, 1, 
+2023/12/15, 28, 12, 31, 19, 1, 
+2023/12/16, 32, 8, 28, 7, 1, 
+2023/12/17, 17, 5, , 5, , 
+2023/12/18, 13, , , , , 
 2023/11/2, 45, 22, 40, 29, 3, 
 2023/11/3, 56, 23, 51, 16, 1, 
 2023/11/4, 58, 27, 46, 16, 1, 
diff --git a/data/japan-aqi/kubocho,-matsusaka, mie, japan-air-quality.csv b/data/japan-aqi/kubocho,-matsusaka, mie, japan-air-quality.csv
index 2bdfe61b..6dc33cd9 100644
--- a/data/japan-aqi/kubocho,-matsusaka, mie, japan-air-quality.csv	
+++ b/data/japan-aqi/kubocho,-matsusaka, mie, japan-air-quality.csv	
@@ -1,14 +1,20 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 14, 4, 31, 4, 1, 
 2023/12/3, 16, 7, 32, 2, 1, 
-2023/12/4, 27, 6, 31, 6, , 
-2023/12/5, 25, 12, 6, 13, 3, 
-2023/12/6, 48, 9, 31, 8, , 
+2023/12/4, 27, 6, 31, 6, 1, 
+2023/12/5, 25, 12, 6, 13, 2, 
+2023/12/6, 48, 9, 31, 8, 1, 
 2023/12/7, 34, 15, 36, 5, 1, 
 2023/12/8, 43, 38, 31, 6, 1, 
 2023/12/9, 65, 31, 26, 11, 3, 
-2023/12/10, 69, 26, 4, 12, , 
-2023/12/11, 68, , , , , 
+2023/12/10, 69, 18, 33, 5, 1, 
+2023/12/11, 53, 19, 34, 7, 2, 
+2023/12/12, 56, 8, 33, 7, 3, 
+2023/12/13, 29, 4, 32, 4, , 
+2023/12/14, 14, 9, 25, 9, 2, 
+2023/12/15, 35, , 10, 15, 4, 
+2023/12/17, 20, 4, 29, 1, , 
+2023/12/18, 16, , , , , 
 2023/11/2, 49, 22, 53, 6, 2, 
 2023/11/3, 65, 30, 48, 7, 2, 
 2023/11/4, 82, 35, 62, 5, 1, 
@@ -3595,6 +3601,7 @@ date, pm25, pm10, o3, no2, so2, co
 2014/3/30, 88, 17, 49, 4, 1, 
 2014/3/31, 41, 14, 49, 1, , 
 2014/4/1, 49, 15, 46, 3, 2, 
+2023/12/16, , 7, 27, 7, , 
 2022/11/4, , 10, 35, 2, 1, 
 2021/12/25, , 8, 34, 6, 1, 
 2021/4/10, , 8, 39, 2, 1, 
diff --git a/data/japan-aqi/kuma,-ehime, japan-air-quality.csv b/data/japan-aqi/kuma,-ehime, japan-air-quality.csv
index b063a736..19f1e114 100644
--- a/data/japan-aqi/kuma,-ehime, japan-air-quality.csv	
+++ b/data/japan-aqi/kuma,-ehime, japan-air-quality.csv	
@@ -5,10 +5,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/5, 28, 12, 14, 14, 1, 5
 2023/12/6, 28, 8, 27, 8, 1, 4
 2023/12/7, 16, 17, 32, 7, 1, 4
-2023/12/8, 37, 12, 21, 10, 4, 4
-2023/12/9, 21, 13, 21, 9, 6, 4
-2023/12/10, 25, 9, 13, 5, , 4
-2023/12/11, 13, , , , , 
+2023/12/8, 37, 12, 21, 10, 3, 4
+2023/12/9, 21, 13, 21, 9, 5, 4
+2023/12/10, 25, 15, 23, 8, 4, 4
+2023/12/11, 31, 16, 17, 11, 1, 4
+2023/12/12, 29, 6, 22, 9, 1, 3
+2023/12/13, 7, 6, 27, 7, 1, 3
+2023/12/14, 19, 10, 18, 10, 3, 3
+2023/12/15, 17, 15, 7, 13, 3, 5
+2023/12/16, 14, , , , , 
 2023/11/2, 32, 15, 43, 7, 1, 2
 2023/11/3, 40, 19, 47, 7, 6, 2
 2023/11/4, 45, 20, 46, 6, 1, 1
diff --git a/data/japan-aqi/kurihama,-yokosuka, kanagawa, japan-air-quality.csv b/data/japan-aqi/kurihama,-yokosuka, kanagawa, japan-air-quality.csv
index 1dee5beb..2908a5f7 100644
--- a/data/japan-aqi/kurihama,-yokosuka, kanagawa, japan-air-quality.csv	
+++ b/data/japan-aqi/kurihama,-yokosuka, kanagawa, japan-air-quality.csv	
@@ -7,8 +7,13 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 39, 10, 39, 4, 1, 2
 2023/12/8, 32, 8, 27, 15, 1, 5
 2023/12/9, 29, 13, 34, 15, 1, 4
-2023/12/10, 46, 24, 6, 29, 1, 5
-2023/12/11, 63, , , , , 
+2023/12/10, 46, 22, 32, 25, 1, 6
+2023/12/11, 66, 19, 23, 18, , 3
+2023/12/12, 56, 12, 26, 15, 1, 3
+2023/12/13, 36, 7, 25, 13, 2, 4
+2023/12/14, 22, 12, 14, 25, 2, 3
+2023/12/15, 43, 17, 19, 21, , 3
+2023/12/16, 46, , , , , 
 2023/11/2, 45, 21, 46, 14, 6, 5
 2023/11/3, 65, 28, 73, 18, 3, 4
 2023/11/4, 75, 22, 50, 1, 1, 2
diff --git a/data/japan-aqi/kusatsucho,-kusatsu, shiga, japan-air-quality.csv b/data/japan-aqi/kusatsucho,-kusatsu, shiga, japan-air-quality.csv
index 090632f6..cb32fc67 100644
--- a/data/japan-aqi/kusatsucho,-kusatsu, shiga, japan-air-quality.csv	
+++ b/data/japan-aqi/kusatsucho,-kusatsu, shiga, japan-air-quality.csv	
@@ -1,4 +1,174 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 26, 6, 30, 3, 1, 2
+2023/12/3, 18, 9, 30, 4, , 2
+2023/12/4, 25, 9, 29, 10, 1, 3
+2023/12/5, 24, 20, 8, 20, 1, 4
+2023/12/6, 47, 21, 24, 16, 1, 4
+2023/12/7, 50, 21, 31, 12, 1, 3
+2023/12/8, 48, 37, 26, 14, 1, 3
+2023/12/9, 67, 38, 25, 19, 1, 4
+2023/12/10, 67, 41, 24, 13, 1, 4
+2023/12/11, 70, 25, 30, 8, 1, 3
+2023/12/12, 49, 15, 32, 8, , 3
+2023/12/13, 31, 7, 31, 5, , 2
+2023/12/14, 18, 14, 23, 14, , 3
+2023/12/15, 35, 29, 10, 15, , 3
+2023/12/16, 51, 18, 29, 9, , 4
+2023/12/17, 29, 5, 31, 1, , 1
+2023/12/18, 13, , , , , 
+2023/11/2, 46, 32, 44, 16, 1, 4
+2023/11/3, 62, 45, 50, 13, 1, 4
+2023/11/4, 75, 44, 41, 10, 1, 4
+2023/11/5, 74, 37, 46, 6, 1, 2
+2023/11/6, 68, 11, 32, 3, 1, 2
+2023/11/7, 19, 16, 33, 3, 1, 2
+2023/11/8, 35, 15, 32, 6, 1, 2
+2023/11/9, 34, 21, 32, 11, 1, 3
+2023/11/10, 43, 18, 27, 9, 1, 2
+2023/11/11, 30, 6, 31, 2, 1, 2
+2023/11/12, 15, 8, 23, 6, 1, 2
+2023/11/13, 20, 5, 29, 1, 1, 1
+2023/11/14, 13, 8, 26, 8, 1, 3
+2023/11/15, 22, 15, 26, 14, 1, 3
+2023/11/16, 35, 18, 28, 12, 1, 2
+2023/11/17, 44, 11, 31, 5, 1, 3
+2023/11/18, 24, 6, 25, 2, 1, 2
+2023/11/19, 17, 15, 36, 4, 1, 4
+2023/11/20, 40, 13, 30, 4, 1, 2
+2023/11/21, 30, 13, 24, 13, 1, 3
+2023/11/22, 27, 21, 27, 16, 1, 3
+2023/11/23, 44, 31, 33, 14, 1, 3
+2023/11/24, 59, 23, 33, 8, 1, 3
+2023/11/25, 44, 4, 28, 2, 1, 1
+2023/11/26, 13, 8, 25, 7, 1, 2
+2023/11/27, 22, 16, 15, 14, 1, 4
+2023/11/28, 40, 21, 32, 9, 1, 3
+2023/11/29, 47, 13, 29, 6, 1, 2
+2023/11/30, 38, 17, 29, 4, 1, 2
+2023/12/1, 47, 9, 26, 5, , 2
+2023/10/2, 23, 10, 35, 4, 1, 1
+2023/10/3, 22, 10, 37, 8, 1, 2
+2023/10/4, 28, 9, 32, 4, 1, 2
+2023/10/5, 22, 11, 32, 7, 1, 2
+2023/10/6, 22, 10, 31, 1, 1, 1
+2023/10/7, 21, 11, 31, 3, 1, 1
+2023/10/8, 27, 10, 34, 3, 1, 2
+2023/10/9, 23, 7, 24, 2, 1, 2
+2023/10/10, 13, 6, 36, 3, 1, 2
+2023/10/11, 13, 11, 35, 5, 1, 2
+2023/10/12, 28, 11, 35, 9, 1, 2
+2023/10/13, 26, 8, 35, 8, 1, 2
+2023/10/14, 22, 16, 33, 7, 1, 3
+2023/10/15, 37, 14, 35, 2, 1, 3
+2023/10/16, 30, 16, 45, 6, 1, 3
+2023/10/17, 42, 17, 35, 7, 1, 3
+2023/10/18, 38, 13, 40, 11, 1, 3
+2023/10/19, 34, 18, 48, 14, 1, 3
+2023/10/20, 48, 19, 32, 11, 2, 3
+2023/10/21, 45, 7, 28, 1, 1, 2
+2023/10/22, 16, 7, 34, 4, 1, 2
+2023/10/23, 20, 14, 37, 11, 2, 3
+2023/10/24, 38, 19, 44, 12, 1, 3
+2023/10/25, 43, 21, 36, 14, 1, 3
+2023/10/26, 49, 19, 43, 10, 1, 3
+2023/10/27, 44, 25, 50, 12, 1, 3
+2023/10/28, 52, 11, 30, 4, 1, 2
+2023/10/29, 22, 8, 29, 2, 1, 2
+2023/10/30, 18, 9, 30, 6, 1, 2
+2023/10/31, 23, 12, 36, 12, 1, 3
+2023/11/1, 31, 18, 39, 14, 2, 3
+2023/7/2, 12, 11, 57, 2, 1, 2
+2023/7/3, 28, 21, 44, 6, 1, 3
+2023/7/4, 48, 20, 53, 4, 1, 2
+2023/7/5, 47, 16, 32, 4, 1, 2
+2023/7/6, 31, 19, 72, 5, , 2
+2023/7/7, 40, 35, 57, 8, 1, 3
+2023/7/8, 65, 31, 19, 4, 1, 2
+2023/7/9, 54, 30, 19, 2, 1, 2
+2023/7/10, 45, 32, 26, 4, 1, 2
+2023/7/11, 48, 22, 33, 5, 1, 2
+2023/7/12, 49, 24, 24, 5, 2, 2
+2023/7/13, 48, 22, 19, 8, , 3
+2023/7/14, 36, 15, 28, 5, 1, 2
+2023/7/15, 28, 16, 24, 4, 1, 2
+2023/7/16, 24, 10, 24, 2, 1, 1
+2023/7/17, 23, 15, 33, 3, 1, 2
+2023/7/18, 39, 20, 29, 5, 1, 2
+2023/7/19, 52, 17, 18, 6, 1, 2
+2023/7/20, 37, 6, 35, 2, 1, 2
+2023/7/21, 15, 14, 39, 3, 1, 2
+2023/7/22, 36, 16, 37, 3, 1, 2
+2023/7/23, 35, 15, 36, 2, 1, 2
+2023/7/24, 38, 14, 44, 3, 1, 2
+2023/7/25, 36, 13, 43, 6, 1, 2
+2023/7/26, 36, 18, 46, 6, 1, 2
+2023/7/27, 47, 21, 32, 7, 1, 2
+2023/7/28, 56, 26, 43, 4, 1, 2
+2023/7/29, 61, 12, 34, 2, 1, 1
+2023/7/30, 34, 13, 34, 3, 1, 1
+2023/7/31, 34, 13, 38, 5, 1, 1
+2023/8/1, 29, 12, 42, 6, 1, 2
+2023/8/2, 32, 12, 24, 6, 1, 1
+2023/8/3, 31, 15, 25, 4, 1, 2
+2023/8/4, 36, 10, 33, 5, 1, 2
+2023/8/5, 25, 8, 18, 2, 1, 1
+2023/8/6, 19, 9, 16, 1, 1, 1
+2023/8/7, 22, 8, 12, 1, 1, 1
+2023/8/8, 14, 8, 12, 1, 1, 1
+2023/8/9, 14, 17, 9, 1, 1, 1
+2023/8/10, 33, 15, 15, 1, 1, 1
+2023/8/11, 25, 12, 20, 1, 1, 1
+2023/8/12, 23, 18, 32, 2, 1, 1
+2023/8/13, 38, 17, 26, 1, 1, 1
+2023/8/14, 44, 15, 18, 1, 1, 1
+2023/8/15, 30, 10, 18, 1, 1, 
+2023/8/16, 16, 14, 29, 2, 1, 2
+2023/8/17, 30, 20, 20, 3, 1, 2
+2023/8/18, 37, 18, 25, 3, 1, 2
+2023/8/19, 36, 17, 43, 4, 1, 2
+2023/8/20, 39, 17, 30, 2, 1, 2
+2023/8/21, 41, 19, 37, 2, 1, 2
+2023/8/22, 46, 7, 11, 2, 1, 1
+2023/8/23, 16, 12, 10, 1, 1, 1
+2023/8/24, 25, 6, 10, 3, 1, 1
+2023/8/25, 9, 7, 16, 3, 1, 1
+2023/8/26, 15, 10, 26, 2, 1, 1
+2023/8/27, 24, 8, 32, 2, 1, 1
+2023/8/28, 22, 11, 34, 4, 1, 1
+2023/8/29, 27, 12, 24, 4, 1, 2
+2023/8/30, 29, 9, 9, 2, 1, 1
+2023/8/31, 18, 12, 13, 1, 1, 1
+2023/9/1, 23, 11, 17, 2, 1, 2
+2023/9/2, 23, 12, 30, 3, 1, 1
+2023/9/3, 28, 14, 30, 3, 1, 1
+2023/9/4, 36, 19, 27, 2, 1, 2
+2023/9/5, 42, 9, 36, 3, 1, 2
+2023/9/6, 19, 8, 22, 4, 1, 1
+2023/9/7, 17, 9, 28, 2, 1, 1
+2023/9/8, 19, 14, 28, 5, 1, 
+2023/9/9, 25, 18, 47, 4, 1, 
+2023/9/10, 36, 14, 29, 3, 1, 
+2023/9/11, 31, 14, 13, 3, 1, 
+2023/9/12, 27, 11, 24, 5, 1, 2
+2023/9/13, 17, 16, 38, 6, 1, 2
+2023/9/14, 32, 14, 37, 5, , 2
+2023/9/15, 30, 12, 32, 6, 1, 1
+2023/9/16, 29, 11, 39, 6, 1, 2
+2023/9/17, 30, 15, 30, 3, 1, 1
+2023/9/18, 35, 13, 23, 2, 1, 1
+2023/9/19, 29, 17, 30, 4, , 1
+2023/9/20, 39, 25, 26, 6, 1, 1
+2023/9/21, 52, 19, 22, 6, , 1
+2023/9/22, 35, 7, 33, 2, , 2
+2023/9/23, 11, 9, 34, 3, 1, 1
+2023/9/24, 17, 9, 35, 2, 1, 1
+2023/9/25, 24, 12, 38, 3, 1, 1
+2023/9/26, 31, 17, 51, 8, 2, 2
+2023/9/27, 40, 21, 49, 5, 1, 2
+2023/9/28, 49, 19, 41, 6, 1, 3
+2023/9/29, 41, 14, 38, 4, 1, 2
+2023/9/30, 35, 21, 49, 7, , 3
+2023/10/1, 51, 11, 38, 1, 1, 3
 2023/4/2, 57, 23, 49, 4, 1, 2
 2023/4/3, 55, 17, 42, 2, 1, 2
 2023/4/4, 47, 20, 54, 9, 1, 3
@@ -14,13 +184,82 @@ date, pm25, pm10, o3, no2, so2, co
 2023/4/14, 72, 37, 43, 12, 1, 2
 2023/4/15, 64, 12, 34, 4, 1, 1
 2023/4/16, 19, 17, 43, 3, 1, 2
-2023/4/17, 38, 18, 40, 2, , 2
+2023/4/17, 38, 18, 40, 2, 1, 2
 2023/4/18, 42, 31, 44, 10, 1, 3
-2023/4/19, 59, 46, 25, 11, , 3
+2023/4/19, 59, 46, 25, 11, 1, 3
 2023/4/20, 69, 40, 53, 9, 2, 3
 2023/4/21, 69, 34, 39, 4, 1, 2
-2023/4/22, 59, 29, 45, 1, , 1
-2023/4/23, 61, , , , , 
+2023/4/22, 59, 29, 45, 1, 1, 1
+2023/4/23, 61, 14, 42, 3, 1, 1
+2023/4/24, 41, 12, 42, 1, 1, 1
+2023/4/25, 44, 13, 37, 5, 1, 2
+2023/4/26, 37, 4, 39, 2, 1, 1
+2023/4/27, 10, 13, 47, 4, 1, 2
+2023/4/28, 36, 16, 65, 14, 1, 3
+2023/4/29, 42, 16, 39, 3, 1, 2
+2023/4/30, 36, 17, 41, 1, 1, 3
+2023/5/1, 32, 19, 48, 5, 1, 2
+2023/5/2, 44, 13, 43, 2, 1, 2
+2023/5/3, 36, 14, 52, 5, 1, 2
+2023/5/4, 40, 19, 52, 3, 1, 2
+2023/5/5, 44, 16, 42, 2, 1, 2
+2023/5/6, 38, 14, 35, 2, 1, 2
+2023/5/7, 33, 5, 29, 1, 1, 2
+2023/5/8, 13, 9, 46, 1, 1, 1
+2023/5/9, 29, 15, 44, 3, 1, 2
+2023/5/10, 41, 15, 51, 9, 1, 2
+2023/5/11, 43, 11, 44, 7, , 2
+2023/5/12, 33, 12, 50, 6, 1, 2
+2023/5/13, 37, 18, 44, 5, 1, 2
+2023/5/14, 42, 8, 39, 1, 1, 1
+2023/5/15, 16, 8, 45, 3, 1, 2
+2023/5/16, 21, 17, 70, 8, 1, 2
+2023/5/17, 45, 31, 107, 9, 2, 3
+2023/5/18, 74, 27, 68, 9, 1, 3
+2023/5/19, 60, 11, 39, 5, 1, 2
+2023/5/20, 21, 13, 40, 2, 1, 2
+2023/5/21, 32, 19, 47, 3, 1, 2
+2023/5/22, 47, 28, 50, 5, 1, 2
+2023/5/23, 58, 35, 36, 3, 1, 2
+2023/5/24, 54, 7, 34, 1, 1, 1
+2023/5/25, 17, 11, 37, 3, 1, 1
+2023/5/26, 30, 13, 34, 2, 1, 2
+2023/5/27, 33, 16, 43, 4, 1, 2
+2023/5/28, 40, 14, 40, 2, 1, 2
+2023/5/29, 33, 14, 17, 7, 1, 2
+2023/5/30, 24, 6, 37, 2, 1, 2
+2023/5/31, 21, 13, 36, 4, , 2
+2023/6/1, 32, 12, 37, 7, 1, 2
+2023/6/2, 29, 3, 22, 7, 1, 2
+2023/6/3, 6, 17, 44, 1, 1, 2
+2023/6/4, 36, 14, 61, 4, 1, 2
+2023/6/5, 40, 19, 68, 8, 1, 3
+2023/6/6, 55, 20, 39, 10, 1, 3
+2023/6/7, 51, 20, 56, 5, 1, 3
+2023/6/8, 51, 23, 43, 10, 1, 2
+2023/6/9, 48, 9, 50, 4, 1, 3
+2023/6/10, 23, 18, 49, 6, 1, 3
+2023/6/11, 43, 7, 32, 1, 1, 1
+2023/6/12, 13, 8, 15, 4, , 2
+2023/6/13, 14, 14, 49, 6, 1, 2
+2023/6/14, 33, 16, 28, 5, 1, 2
+2023/6/15, 34, 18, 38, 6, 1, 2
+2023/6/16, 39, 11, 46, 2, 1, 2
+2023/6/17, 28, 17, 80, 6, 1, 2
+2023/6/18, 46, 25, 66, 5, 1, 3
+2023/6/19, 62, 20, 52, 5, 1, 3
+2023/6/20, 50, 18, 36, 4, 1, 4
+2023/6/21, 39, 15, 31, 1, 1, 2
+2023/6/22, 32, 6, 29, 2, 1, 2
+2023/6/23, 13, 12, 44, 5, , 3
+2023/6/24, 26, 11, 32, 2, 1, 2
+2023/6/25, 24, 9, 32, 2, 1, 3
+2023/6/26, 22, 20, 33, 8, 1, 3
+2023/6/27, 39, 22, 34, 6, 2, 2
+2023/6/28, 46, 26, 29, 6, 1, 2
+2023/6/29, 54, 22, 38, 5, 2, 2
+2023/6/30, 44, 21, 11, 5, 1, 2
+2023/7/1, 36, 7, 36, 3, 1, 2
 2023/1/3, 42, 4, 29, 2, 1, 2
 2023/1/4, 11, 5, 29, 1, 1, 2
 2023/1/5, 15, 3, 28, 3, 1, 3
diff --git "a/data/japan-aqi/k\305\215ri,-fujieda-shi, shizuoka-ken, japan-air-quality.csv" "b/data/japan-aqi/k\305\215ri,-fujieda-shi, shizuoka-ken, japan-air-quality.csv"
index 59de57b0..723e4c15 100644
--- "a/data/japan-aqi/k\305\215ri,-fujieda-shi, shizuoka-ken, japan-air-quality.csv"	
+++ "b/data/japan-aqi/k\305\215ri,-fujieda-shi, shizuoka-ken, japan-air-quality.csv"	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 33, 10, 36, 9, 1, 2
 2023/12/8, 37, 8, 31, 12, 1, 2
 2023/12/9, 29, 12, 27, 10, 2, 2
-2023/12/10, 40, 10, 8, 8, 1, 1
-2023/12/11, 40, , , , , 
+2023/12/10, 40, 14, 36, 7, 1, 1
+2023/12/11, 52, 18, 37, 12, 1, 2
+2023/12/12, 59, 14, 23, 10, 1, 1
+2023/12/13, 33, 7, 27, 8, 1, 1
+2023/12/14, 7, 9, 28, 10, 1, 1
+2023/12/15, 24, 10, 27, 10, 1, 1
+2023/12/16, 34, 14, 26, 2, 1, 1
+2023/12/17, 36, 6, 31, 1, 1, 1
+2023/12/18, 8, , , , , 
 2023/11/2, 35, 15, 43, 10, 1, 1
 2023/11/3, 44, 20, 57, 8, 1, 1
 2023/11/4, 71, 22, 45, 6, 1, 2
diff --git a/data/japan-aqi/matsuhama,-niigata-ken, japan-air-quality.csv b/data/japan-aqi/matsuhama,-niigata-ken, japan-air-quality.csv
index 983957fc..c66ee58c 100644
--- a/data/japan-aqi/matsuhama,-niigata-ken, japan-air-quality.csv	
+++ b/data/japan-aqi/matsuhama,-niigata-ken, japan-air-quality.csv	
@@ -4,11 +4,18 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/4, 14, 4, 29, 7, 1, 2
 2023/12/5, 18, 5, 16, 11, 1, 3
 2023/12/6, 21, 7, 21, 11, 1, 3
-2023/12/7, 25, 7, 31, 4, , 6
-2023/12/8, 24, 15, 27, 8, , 3
-2023/12/9, 45, 12, 29, 5, , 2
-2023/12/10, 39, 10, 19, 4, , 2
-2023/12/11, 38, , , , , 
+2023/12/7, 25, 7, 31, 4, 1, 5
+2023/12/8, 24, 15, 27, 8, 1, 3
+2023/12/9, 45, 12, 29, 5, 1, 2
+2023/12/10, 39, 14, 32, 3, 1, 2
+2023/12/11, 46, 6, 29, 5, , 2
+2023/12/12, 16, 6, 31, 7, , 2
+2023/12/13, 16, 7, 33, 2, , 
+2023/12/14, 18, 7, 25, 9, , 3
+2023/12/15, 22, 6, 21, 13, , 3
+2023/12/16, 22, 6, 32, 3, , 7
+2023/12/17, 18, 9, 32, , , 3
+2023/12/18, 21, , , , , 
 2023/11/2, 30, 11, 36, 7, 1, 3
 2023/11/3, 48, 16, 46, 5, 1, 4
 2023/11/4, 57, 12, 32, 6, 1, 2
diff --git a/data/japan-aqi/mawatarimachi,-isahaya, nagasaki, japan-air-quality.csv b/data/japan-aqi/mawatarimachi,-isahaya, nagasaki, japan-air-quality.csv
index 4c190346..dd29e4d9 100644
--- a/data/japan-aqi/mawatarimachi,-isahaya, nagasaki, japan-air-quality.csv	
+++ b/data/japan-aqi/mawatarimachi,-isahaya, nagasaki, japan-air-quality.csv	
@@ -4,11 +4,18 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/4, 39, 14, 29, 6, 1, 
 2023/12/5, 46, 12, 29, 7, 1, 
 2023/12/6, 37, 14, 23, 9, , 
-2023/12/7, 46, 20, 36, 5, , 
+2023/12/7, 46, 20, 36, 5, 1, 
 2023/12/8, 44, 10, 28, 7, , 
-2023/12/9, 28, 13, 24, 6, 2, 
-2023/12/10, 38, 12, 2, 5, , 
-2023/12/11, 53, , , , , 
+2023/12/9, 28, 13, 24, 6, 1, 
+2023/12/10, 38, 15, 25, 3, 1, 
+2023/12/11, 48, 12, 32, 3, , 
+2023/12/12, 35, 5, 24, 2, , 
+2023/12/13, 10, 6, 28, 3, 1, 
+2023/12/14, 17, 11, 17, 5, , 
+2023/12/15, 37, 9, 27, 3, , 
+2023/12/16, 23, 5, 32, 1, , 
+2023/12/17, 11, 5, 29, , , 
+2023/12/18, 10, , , , , 
 2023/11/2, 44, 12, 38, 4, , 
 2023/11/3, 37, 17, 34, 3, 1, 
 2023/11/4, 55, 22, 30, 3, 2, 
diff --git a/data/japan-aqi/miho,-shizuoka, japan-air-quality.csv b/data/japan-aqi/miho,-shizuoka, japan-air-quality.csv
index 133657bf..0280c218 100644
--- a/data/japan-aqi/miho,-shizuoka, japan-air-quality.csv	
+++ b/data/japan-aqi/miho,-shizuoka, japan-air-quality.csv	
@@ -1,4 +1,19 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 16, 6, 26, 6, 1, 
+2023/12/3, 22, 7, 29, 6, 1, 
+2023/12/4, 26, 6, 28, 12, 1, 
+2023/12/5, 24, 6, 21, 12, 1, 
+2023/12/6, 25, 9, 26, 12, 1, 
+2023/12/7, 33, 10, 33, 10, 1, 
+2023/12/8, 37, 10, 31, 12, 1, 
+2023/12/9, 33, 14, 28, 12, 1, 
+2023/12/10, 47, 16, 36, 10, 1, 
+2023/12/11, 52, 19, 35, 11, 1, 
+2023/12/12, 57, 11, 21, 7, 1, 
+2023/12/13, 33, 6, 26, 5, 1, 
+2023/12/14, 19, 9, 30, 10, 1, 
+2023/12/15, 31, 8, 27, 14, 1, 
+2023/12/16, 29, , , , , 
 2023/11/2, 40, 17, 44, 11, 1, 
 2023/11/3, 55, 20, 56, 10, 1, 
 2023/11/4, 60, 24, 48, 8, 1, 
@@ -16,8 +31,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/16, 29, 8, 34, 4, 1, 
 2023/11/17, 32, 7, 31, 4, 1, 
 2023/11/18, 23, 5, 28, 1, 1, 
-2023/11/19, 17, 3, 20, 2, 1, 
-2023/11/20, 16, , , , , 
+2023/11/19, 17, 6, 28, 4, 1, 
+2023/11/20, 24, 7, 31, 6, 1, 
+2023/11/21, 24, 9, 25, 11, 1, 
+2023/11/22, 29, 13, 35, 10, 1, 
+2023/11/23, 42, 16, 36, 10, 1, 
+2023/11/24, 52, 16, 35, 5, , 
+2023/11/25, 44, 4, 25, 5, 1, 
+2023/11/26, 15, 7, 29, 4, 1, 
+2023/11/27, 25, 11, 29, 9, 1, 
+2023/11/28, 38, 10, 34, 3, 1, 
+2023/11/29, 37, 8, 30, 4, 1, 
+2023/11/30, 32, 8, 29, 2, 1, 
+2023/12/1, 29, 4, 24, 4, 1, 
 2023/10/2, 35, 11, 44, 2, 1, 
 2023/10/3, 37, 11, 45, 3, 1, 
 2023/10/4, 35, 9, 30, 4, 1, 
diff --git a/data/japan-aqi/mikkabicho-mikkabi, shizuoka, japan-air-quality.csv b/data/japan-aqi/mikkabicho-mikkabi, shizuoka, japan-air-quality.csv
index 2c19bacb..568c8b5d 100644
--- a/data/japan-aqi/mikkabicho-mikkabi, shizuoka, japan-air-quality.csv	
+++ b/data/japan-aqi/mikkabicho-mikkabi, shizuoka, japan-air-quality.csv	
@@ -1,7 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 14, 4, 29, 5, 1, 
-2023/12/3, 14, 3, 23, 3, , 
-2023/12/4, 11, , , , , 
+2023/12/3, 14, 5, 31, 3, 1, 
+2023/12/4, 16, 5, 29, 5, 1, 
+2023/12/5, 17, 5, 21, 10, , 
+2023/12/6, 17, 8, 26, 9, 1, 
+2023/12/7, 25, 11, 35, 8, 1, 
+2023/12/8, 34, 19, 27, 10, 1, 
+2023/12/9, 55, 17, 28, 12, 1, 
+2023/12/10, 53, 17, 31, 9, 1, 
+2023/12/11, 55, 15, 39, 9, 1, 
+2023/12/12, 53, 5, 26, 3, , 
+2023/12/13, 20, 3, 23, 4, , 
+2023/12/14, 15, 8, 28, 9, 1, 
+2023/12/15, 29, 9, 11, 10, 1, 
+2023/12/16, 30, 9, 24, 5, 1, 
+2023/12/17, 23, 3, 30, 1, 1, 
+2023/12/18, 13, , , , , 
 2023/11/2, 39, 19, 49, 9, 1, 
 2023/11/3, 61, 23, 58, 9, 1, 
 2023/11/4, 70, 24, 49, 5, 1, 
diff --git a/data/japan-aqi/mikkaichicho,-kawachinagano, osaka prefecture, japan-air-quality.csv b/data/japan-aqi/mikkaichicho,-kawachinagano, osaka prefecture, japan-air-quality.csv
index 2d11bc6c..1397c335 100644
--- a/data/japan-aqi/mikkaichicho,-kawachinagano, osaka prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/mikkaichicho,-kawachinagano, osaka prefecture, japan-air-quality.csv	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 17, 6, 29, 3, , 
+2023/12/3, 18, 7, 30, 3, , 
+2023/12/4, 25, 7, 30, 3, , 
+2023/12/5, 22, 16, 10, 11, , 
+2023/12/6, 52, 9, 25, 5, , 
+2023/12/7, 31, 17, 37, 3, , 
+2023/12/8, 42, 32, 26, 7, , 
+2023/12/9, 56, 17, 31, 6, , 
+2023/12/10, 44, 19, 33, 3, , 
+2023/12/11, 50, 20, 30, 4, , 
+2023/12/12, 55, 8, 31, 5, , 
+2023/12/13, 28, 6, 29, 2, , 
+2023/12/14, 15, 9, 23, 4, , 
+2023/12/15, 31, 10, 31, 5, , 
+2023/12/16, 27, 9, 29, 3, , 
+2023/12/17, 20, 5, 30, 1, , 
+2023/12/18, 16, , , , , 
 2023/11/2, 41, 17, 51, 4, , 
 2023/11/3, 52, 27, 65, 4, , 
 2023/11/4, 70, 21, 56, 3, , 
@@ -9,8 +26,26 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/9, 31, 16, 31, 4, , 
 2023/11/10, 43, 8, 15, 5, , 
 2023/11/11, 23, 3, 28, 1, , 
-2023/11/12, 9, 3, 7, 1, , 
-2023/11/13, 12, , , , , 
+2023/11/12, 9, 7, 28, 3, , 
+2023/11/13, 20, 3, 28, 3, , 
+2023/11/14, 15, 6, 26, 3, , 
+2023/11/15, 16, 10, 26, 6, , 
+2023/11/16, 32, 9, 29, 4, , 
+2023/11/17, 31, 7, 32, 3, , 
+2023/11/18, 18, 5, 27, 1, , 
+2023/11/19, 20, 11, 35, 1, , 
+2023/11/20, 33, 10, 31, 3, , 
+2023/11/21, 27, 9, 26, 4, , 
+2023/11/22, 30, 11, 37, 3, , 
+2023/11/23, 34, 14, 31, 5, , 
+2023/11/24, 43, 18, 43, 2, , 
+2023/11/25, 44, 4, 29, 3, , 
+2023/11/26, 20, 7, 29, 2, , 
+2023/11/27, 28, 13, 14, 8, , 
+2023/11/28, 38, 14, 31, 4, , 
+2023/11/29, 38, 11, 27, 4, , 
+2023/11/30, 33, 8, 29, 3, , 
+2023/12/1, 25, 4, 30, 3, , 
 2023/10/2, 36, 10, 38, 1, , 
 2023/10/3, 21, 9, 37, 1, , 
 2023/10/4, 27, 11, 50, 3, , 
diff --git a/data/japan-aqi/mitsuhashimachi-imakoga, yanagawa, fukuoka, japan-air-quality.csv b/data/japan-aqi/mitsuhashimachi-imakoga, yanagawa, fukuoka, japan-air-quality.csv
index ef891f60..42f0cb2b 100644
--- a/data/japan-aqi/mitsuhashimachi-imakoga, yanagawa, fukuoka, japan-air-quality.csv	
+++ b/data/japan-aqi/mitsuhashimachi-imakoga, yanagawa, fukuoka, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 55, 9, 29, 3, 1, 3
 2023/12/8, 50, 8, 26, 7, 1, 2
 2023/12/9, 37, 12, 23, 7, 2, 2
-2023/12/10, 44, 8, 1, 6, , 3
-2023/12/11, 41, , , , , 
+2023/12/10, 44, 13, 26, 5, 1, 4
+2023/12/11, 47, 10, 19, 7, 1, 2
+2023/12/12, 38, 4, 24, 2, , 2
+2023/12/13, 8, 4, 24, 4, 1, 3
+2023/12/14, 15, 12, 7, 10, 1, 3
+2023/12/15, 51, 8, 24, 5, 1, 3
+2023/12/16, 26, 3, 12, 1, , 2
+2023/12/17, 15, 2, 12, 2, , 2
+2023/12/18, 15, , , , , 
 2023/11/2, 50, 13, 39, 4, 1, 2
 2023/11/3, 40, 17, 39, 4, 1, 2
 2023/11/4, 51, 23, 31, 4, 5, 2
diff --git a/data/japan-aqi/mitsukaido-morishitamachi, joso, ibaraki, japan-air-quality.csv b/data/japan-aqi/mitsukaido-morishitamachi, joso, ibaraki, japan-air-quality.csv
index 3730393f..87390c68 100644
--- a/data/japan-aqi/mitsukaido-morishitamachi, joso, ibaraki, japan-air-quality.csv	
+++ b/data/japan-aqi/mitsukaido-morishitamachi, joso, ibaraki, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 40, 11, 28, 12, 2, 3
 2023/12/8, 38, 12, 28, 13, 1, 4
 2023/12/9, 33, 27, 27, 19, 2, 5
-2023/12/10, 81, 44, 7, 17, 1, 5
-2023/12/11, 117, , , , , 
+2023/12/10, 81, 33, 34, 12, 1, 5
+2023/12/11, 95, 16, 27, 6, 1, 3
+2023/12/12, 50, 12, 24, 7, 1, 3
+2023/12/13, 40, 6, 28, 7, 1, 2
+2023/12/14, 18, 11, 24, 11, 1, 3
+2023/12/15, 35, 14, 19, 10, , 3
+2023/12/16, 46, 24, 28, 12, 1, 4
+2023/12/17, 68, 5, 31, 4, 3, 2
+2023/12/18, 13, , , , , 
 2023/11/2, 57, 26, 36, 16, 1, 4
 2023/11/3, 77, 32, 58, 13, 3, 4
 2023/11/4, 89, 33, 49, 10, 1, 4
diff --git a/data/japan-aqi/mitsusemura-mitsuse, saga, saga prefecture, japan-air-quality.csv b/data/japan-aqi/mitsusemura-mitsuse, saga, saga prefecture, japan-air-quality.csv
index 9cb5735f..767abc15 100644
--- a/data/japan-aqi/mitsusemura-mitsuse, saga, saga prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/mitsusemura-mitsuse, saga, saga prefecture, japan-air-quality.csv	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2
+2023/12/2, 27, 6, 35, 1, 
+2023/12/3, 26, 11, 29, 1, 1
+2023/12/4, 43, 11, 28, 1, 1
+2023/12/5, 48, 11, 31, 2, 2
+2023/12/6, 43, 12, 27, 2, 1
+2023/12/7, 48, 17, 34, 1, 1
+2023/12/8, 51, 10, 26, 2, 1
+2023/12/9, 34, 9, 22, 1, 1
+2023/12/10, 36, 9, 22, 1, 1
+2023/12/11, 39, 7, 26, 1, 
+2023/12/12, 28, 2, 32, 1, 
+2023/12/13, 10, 4, 27, 1, 
+2023/12/14, 15, 7, 21, 2, 1
+2023/12/15, 23, 7, 26, 1, 1
+2023/12/16, 24, 4, 32, 1, 
+2023/12/17, 19, 4, 34, , 
+2023/12/18, 21, , , , 
 2023/11/2, 63, 13, 35, 1, 1
 2023/11/3, 47, 15, 35, 1, 1
 2023/11/4, 52, 20, 27, 2, 7
@@ -8,6 +25,3374 @@ date, pm25, pm10, o3, no2, so2
 2023/11/8, 44, 10, 30, 1, 1
 2023/11/9, 37, 15, 28, 1, 4
 2023/11/10, 53, 11, 38, 1, 1
-2023/11/11, 41, 6, 35, 1, 
-2023/11/12, 24, , , , 
-2023/11/1, , 18, 33, 1, 1
\ No newline at end of file
+2023/11/11, 41, 6, 33, 1, 
+2023/11/12, 22, 6, 33, 1, 1
+2023/11/13, 28, 6, 35, 1, 1
+2023/11/14, 25, 6, 32, 1, 1
+2023/11/15, 26, 9, 32, 1, 1
+2023/11/16, 38, 12, 39, 2, 3
+2023/11/17, 48, 6, 29, 1, 
+2023/11/18, 27, 7, 32, 1, 1
+2023/11/19, 29, 9, 33, , 1
+2023/11/20, 37, 12, 41, 1, 1
+2023/11/21, 45, 14, 34, 1, 5
+2023/11/22, 49, 19, 29, 1, 4
+2023/11/23, 63, 15, 62, 1, 1
+2023/11/24, 55, 13, 42, 1, 1
+2023/11/25, 40, 6, 34, 2, 1
+2023/11/26, 26, 8, 34, 1, 1
+2023/11/27, 32, 11, 30, 1, 1
+2023/11/28, 42, 17, 37, 1, 1
+2023/11/29, 56, 9, 29, 1, 1
+2023/11/30, 37, 10, 30, 1, 1
+2023/12/1, 40, 6, 28, 1, 1
+2023/10/2, 44, 8, 39, 1, 1
+2023/10/3, 27, 10, 33, 1, 1
+2023/10/4, 33, 11, 48, 1, 1
+2023/10/5, 38, 8, 40, 1, 1
+2023/10/6, 30, 8, 38, 1, 1
+2023/10/7, 28, 8, 33, 1, 1
+2023/10/8, 30, 5, 30, 1, 
+2023/10/9, 21, 4, 32, 1, 
+2023/10/10, 15, 8, 46, 1, 1
+2023/10/11, 26, 10, 44, 1, 1
+2023/10/12, 35, 8, 39, 1, 1
+2023/10/13, 32, 9, 40, 2, 1
+2023/10/14, 31, 9, 40, 1, 1
+2023/10/15, 36, 11, 53, 1, 1
+2023/10/16, 40, 12, 50, 1, 1
+2023/10/17, 50, 14, 45, 1, 1
+2023/10/18, 50, 16, 41, 1, 4
+2023/10/19, 56, 15, 38, 1, 1
+2023/10/20, 54, 6, 35, 1, 
+2023/10/21, 31, 6, 34, 1, 1
+2023/10/22, 25, 7, 33, 1, 1
+2023/10/23, 31, 9, 41, 1, 1
+2023/10/24, 32, 8, 40, 1, 
+2023/10/25, 32, 9, 49, 1, 1
+2023/10/26, 36, 13, 49, 1, 1
+2023/10/27, 49, 14, 44, 1, 1
+2023/10/28, 50, 10, 37, 1, 
+2023/10/29, 37, 7, 36, 1, 1
+2023/10/30, 26, 5, 37, 1, 1
+2023/10/31, 21, 7, 42, 1, 
+2023/11/1, 26, 18, 33, 1, 1
+2023/7/2, 17, 7, 27, 1, 
+2023/7/3, 17, 5, 31, 1, 1
+2023/7/4, 12, 9, 29, 1, 1
+2023/7/5, 21, 11, 30, 1, 
+2023/7/6, 26, 17, 48, 1, 1
+2023/7/7, 46, 16, 24, 1, 
+2023/7/8, 36, 13, 28, 1, 1
+2023/7/9, 31, 12, 25, 1, 
+2023/7/10, 29, 9, 29, 1, 
+2023/7/11, 25, 8, 10, 1, 
+2023/7/12, 18, 6, 14, 1, 
+2023/7/13, 13, 9, 9, 1, 
+2023/7/14, 18, 9, 10, 1, 1
+2023/7/15, 20, 8, 8, 1, 
+2023/7/16, 18, 11, 13, 1, 1
+2023/7/17, 26, 12, 15, 1, 1
+2023/7/18, 30, 11, 14, 1, 2
+2023/7/19, 28, 6, 20, 1, 
+2023/7/20, 13, 6, 27, 1, 
+2023/7/21, 16, 14, 34, 1, 3
+2023/7/22, 35, 17, 25, 1, 1
+2023/7/23, 43, 19, 17, 1, 1
+2023/7/24, 50, 16, 14, 1, 2
+2023/7/25, 43, 12, 14, 1, 8
+2023/7/26, 33, 20, 32, 1, 1
+2023/7/27, 54, 30, 32, 1, 1
+2023/7/28, 66, 27, 33, 1, 1
+2023/7/29, 61, 21, 37, 1, 1
+2023/7/30, 52, 11, 22, 1, 1
+2023/7/31, 27, 9, 21, 1, 
+2023/8/1, 20, 10, 19, 1, 
+2023/8/2, 23, 10, 16, 1, 
+2023/8/3, 23, 8, 21, 1, 1
+2023/8/4, 20, 7, 28, 1, 
+2023/8/5, 18, 8, 31, 1, 1
+2023/8/6, 21, 8, 26, 1, 1
+2023/8/7, 20, 8, 25, 1, 1
+2023/8/8, 20, 12, 21, 1, 1
+2023/8/9, 32, 8, 20, 1, 1
+2023/8/10, 20, 7, 21, 1, 1
+2023/8/11, 18, 10, 26, 1, 1
+2023/8/12, 24, 16, 34, 1, 
+2023/8/13, 41, 18, 39, 1, 
+2023/8/14, 51, 11, 23, 1, 
+2023/8/15, 29, 7, 15, 1, 
+2023/8/16, 19, 6, 19, 1, 
+2023/8/17, 17, 11, 22, 1, 
+2023/8/18, 27, 10, 17, 1, 1
+2023/8/19, 21, 20, 22, 1, 1
+2023/8/20, 48, 22, 25, 1, 1
+2023/8/21, 52, 22, 37, 1, 1
+2023/8/22, 52, 25, 25, 1, 1
+2023/8/23, 58, 26, 23, 1, 1
+2023/8/24, 58, 11, 21, 1, 1
+2023/8/25, 31, 9, 26, 1, 
+2023/8/26, 22, 15, 31, 1, 1
+2023/8/27, 39, 8, 18, 1, 
+2023/8/28, 19, 12, 26, 1, 3
+2023/8/29, 32, 13, 19, 1, 4
+2023/8/30, 34, 8, 16, 1, 
+2023/8/31, 18, 5, 11, 1, 
+2023/9/1, 10, 8, 4, 1, 
+2023/9/2, 18, 12, 9, 1, 
+2023/9/3, 29, 16, 29, 1, 1
+2023/9/4, 39, 11, 25, 1, 
+2023/9/5, 27, 10, 27, 1, 
+2023/9/6, 23, 9, 32, 1, 
+2023/9/7, 23, 12, 34, 1, 
+2023/9/8, 34, 9, 33, 1, 1
+2023/9/9, 25, 9, 41, 1, 1
+2023/9/10, 26, 17, 35, 1, 1
+2023/9/11, 47, 18, 32, 1, 1
+2023/9/12, 51, 19, 40, 1, 1
+2023/9/13, 53, 14, 28, 1, 1
+2023/9/14, 37, 8, 12, 1, 
+2023/9/15, 18, 17, 8, 1, 1
+2023/9/16, 44, 13, 16, 1, 1
+2023/9/17, 31, 12, 13, 1, 
+2023/9/18, 32, 16, 16, 1, 1
+2023/9/19, 42, 13, 28, 1, 
+2023/9/20, 34, 21, 18, 1, 2
+2023/9/21, 45, 9, 37, 1, 1
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+2014/8/27, 46, 13, 28, 1, 
+2014/8/28, 40, 12, 27, 2, 3
+2014/8/29, 39, 10, 27, 3, 3
+2014/8/30, 26, 13, 37, 2, 3
+2014/8/31, 42, 16, 36, 2, 4
+2014/9/1, 50, 21, 30, 2, 4
+2014/9/2, 65, 18, 29, 2, 3
+2014/9/3, 61, 21, 23, 2, 4
+2014/9/4, 59, 7, 27, 1, 3
+2014/9/5, 15, 12, 28, 1, 3
+2014/9/6, 39, 14, 32, 2, 4
+2014/9/7, 47, 13, 37, 2, 4
+2014/9/8, 49, 14, 40, 2, 4
+2014/9/9, 51, 14, 43, 2, 3
+2014/9/10, 50, 22, 45, 2, 4
+2014/9/11, 74, 27, 45, 2, 5
+2014/9/12, 78, 12, 37, 6, 5
+2014/9/13, 48, 10, 43, 3, 5
+2014/9/14, 40, 9, 35, 3, 4
+2014/9/15, 29, 16, 43, 3, 6
+2014/9/16, 51, 12, 40, 3, 4
+2014/9/17, 44, 16, 49, 3, 5
+2014/9/18, 56, 14, 30, 6, 5
+2014/9/19, 47, 13, 26, 4, 5
+2014/9/20, 41, 10, 31, 2, 5
+2014/9/21, 29, 12, 29, 2, 4
+2014/9/22, 39, 19, 45, 4, 6
+2014/9/23, 61, 21, 22, 2, 6
+2014/9/24, 65, 13, 26, 2, 2
+2014/9/25, 34, 7, 41, 1, 
+2014/9/26, 24, 12, 40, 2, 2
+2014/9/27, 36, 18, 43, 3, 4
+2014/9/28, 56, 17, 44, 2, 2
+2014/9/29, 53, 36, 50, 3, 2
+2014/9/30, 102, 34, 33, 4, 3
+2014/10/1, 94, 21, 29, 4, 3
+2021/4/10, , 7, 26, 3, 1
+2020/9/13, , 4, 12, , 1
+2020/4/1, , 6, 43, 1, 
+2019/1/1, , 5, 30, 2, 
+2018/7/20, , 15, 12, 2, 1
+2017/9/11, , 18, 26, 2, 2
+2017/1/2, , 10, 12, 1, 1
+2016/1/1, , 17, 25, 2, 1
+2015/1/1, , 5, 26, 1, 3
+2014/8/1, , 7, 10, 1, 3
+2020/1/1, , , 25, 1, 
\ No newline at end of file
diff --git a/data/japan-aqi/miwa,-sanda, hyogo prefecture, japan-air-quality.csv b/data/japan-aqi/miwa,-sanda, hyogo prefecture, japan-air-quality.csv
index 1b171021..a34b0b22 100644
--- a/data/japan-aqi/miwa,-sanda, hyogo prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/miwa,-sanda, hyogo prefecture, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 32, 15, 33, 8, , 
 2023/12/8, 38, 24, 26, 11, , 
 2023/12/9, 43, 22, 29, 10, , 
-2023/12/10, 49, 20, 1, 5, , 
-2023/12/11, 39, , , , , 
+2023/12/10, 49, 25, 29, 9, , 
+2023/12/11, 53, 16, 28, 8, , 
+2023/12/12, 34, 6, 33, 5, , 
+2023/12/13, 19, 5, 31, 5, , 
+2023/12/14, 21, 10, 22, 10, , 
+2023/12/15, 37, 12, 32, 9, , 
+2023/12/16, 34, 9, 32, 5, , 
+2023/12/17, 30, 4, 29, 1, , 
+2023/12/18, 42, , , , , 
 2023/11/2, 39, 22, 48, 5, , 
 2023/11/3, 45, 25, 62, 3, , 
 2023/11/4, 49, 30, 44, 6, , 
diff --git a/data/japan-aqi/mizuhashi-hatakera, toyama-shi, toyama-ken, japan-air-quality.csv b/data/japan-aqi/mizuhashi-hatakera, toyama-shi, toyama-ken, japan-air-quality.csv
index af16a2d9..51e7c726 100644
--- a/data/japan-aqi/mizuhashi-hatakera, toyama-shi, toyama-ken, japan-air-quality.csv	
+++ b/data/japan-aqi/mizuhashi-hatakera, toyama-shi, toyama-ken, japan-air-quality.csv	
@@ -1,7 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
-2023/12/2, 14, 1, 27, 5, , 4
-2023/12/3, 17, 1, 28, 1, , 4
-2023/12/4, 10, , , , , 
+2023/12/2, 14, 1, 26, 6, , 4
+2023/12/3, 17, 3, 29, 3, , 4
+2023/12/4, 17, 2, 29, 4, 2, 
+2023/12/5, 20, 5, 17, 13, , 
+2023/12/6, 24, 4, 28, 8, 3, 6
+2023/12/7, 25, 6, 32, 3, 1, 3
+2023/12/8, 35, 16, 30, 5, 1, 5
+2023/12/9, 50, 6, 33, 2, 2, 4
+2023/12/10, 30, 8, 33, 1, 1, 4
+2023/12/11, 43, 6, 30, 4, 1, 3
+2023/12/12, 32, 3, 34, 5, 1, 4
+2023/12/13, 19, 4, 30, 6, 1, 4
+2023/12/14, 21, 4, 27, 7, 1, 4
+2023/12/15, 23, 3, 32, 3, , 6
+2023/12/16, 37, 2, 33, 1, , 
+2023/12/17, 19, 3, 34, 1, , 
+2023/12/18, 9, , , , , 
 2023/11/2, 32, 16, 46, 3, , 
 2023/11/3, 57, 9, 48, 1, 1, 
 2023/11/4, 46, 14, 40, , 1, 
@@ -27,11 +41,11 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/24, 37, 10, 39, 2, 1, 3
 2023/11/25, 46, 2, 27, 3, 2, 3
 2023/11/26, 12, 2, 24, 3, 2, 3
-2023/11/27, 13, 4, 31, 5, 2, 4
+2023/11/27, 13, 4, 32, 5, 2, 4
 2023/11/28, 23, 8, 31, 2, , 3
-2023/11/29, 40, 9, 27, 2, , 3
-2023/11/30, 26, 2, 28, 3, 1, 4
-2023/12/1, 17, 1, 22, 5, , 3
+2023/11/29, 40, 9, 27, 2, 2, 3
+2023/11/30, 26, 2, 27, 3, 1, 4
+2023/12/1, 17, 1, 21, 6, , 3
 2023/10/2, 44, 8, 35, 2, 1, 
 2023/10/3, 22, 5, 35, 2, 1, 
 2023/10/4, 20, 7, 38, 3, 1, 
diff --git a/data/japan-aqi/mobira,-kasaoka, okayama, japan-air-quality.csv b/data/japan-aqi/mobira,-kasaoka, okayama, japan-air-quality.csv
index 903228e0..67ec9f44 100644
--- a/data/japan-aqi/mobira,-kasaoka, okayama, japan-air-quality.csv	
+++ b/data/japan-aqi/mobira,-kasaoka, okayama, japan-air-quality.csv	
@@ -3,12 +3,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/3, 32, 10, 30, 4, , 
 2023/12/4, 42, 17, 25, 12, , 
 2023/12/5, 54, 19, 10, 12, , 
-2023/12/6, 65, 18, 14, 12, , 
-2023/12/7, 57, 16, 31, 8, , 
-2023/12/8, 57, 25, 22, 15, , 
-2023/12/9, 71, 32, 17, 18, , 
-2023/12/10, 84, 24, 2, 8, , 
-2023/12/11, 75, , , , , 
+2023/12/6, 65, 18, 14, 12, 1, 
+2023/12/7, 57, 16, 31, 8, , 3
+2023/12/8, 57, 25, 22, 15, 6, 4
+2023/12/9, 71, 32, 17, 18, 5, 5
+2023/12/10, 84, 35, 25, 13, 11, 5
+2023/12/11, 97, 19, 26, 10, 6, 3
+2023/12/12, 60, 5, 24, 5, , 2
+2023/12/13, 23, 5, 28, 9, , 
+2023/12/14, 27, 10, 17, 9, , 
+2023/12/15, 38, 23, 12, 13, , 
+2023/12/16, 60, 6, 29, 4, , 
+2023/12/17, 33, 7, 29, 1, , 
+2023/12/18, 38, , , , , 
 2023/11/2, 59, 21, 43, 11, , 
 2023/11/3, 66, 33, 48, 11, , 
 2023/11/4, 91, 41, 38, 9, , 
diff --git a/data/japan-aqi/moriai,-fukushima, fukushima, japan-air-quality.csv b/data/japan-aqi/moriai,-fukushima, fukushima, japan-air-quality.csv
index e4c7e651..20f184bd 100644
--- a/data/japan-aqi/moriai,-fukushima, fukushima, japan-air-quality.csv	
+++ b/data/japan-aqi/moriai,-fukushima, fukushima, japan-air-quality.csv	
@@ -4,11 +4,18 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/4, 40, 5, 29, 6, , 
 2023/12/5, 33, 9, 9, 15, , 
 2023/12/6, 40, 12, 13, 14, 1, 
-2023/12/7, 56, 8, 29, 7, , 
-2023/12/8, 37, 10, 27, 6, , 
-2023/12/9, 39, 11, 20, 11, , 
-2023/12/10, 48, 13, 9, 12, , 
-2023/12/11, 17, , , , , 
+2023/12/7, 56, 8, 29, 7, 1, 
+2023/12/8, 37, 10, 27, 6, 1, 
+2023/12/9, 39, 11, 20, 11, 1, 
+2023/12/10, 48, 14, 33, 6, , 
+2023/12/11, 47, 6, 27, 3, 1, 
+2023/12/12, 30, 5, 27, 3, , 
+2023/12/13, 27, 3, 30, 1, , 
+2023/12/14, 34, 5, 29, 5, , 
+2023/12/15, 36, 7, 5, 14, , 
+2023/12/16, 31, 11, 27, 12, , 
+2023/12/17, 45, 3, 30, 1, , 
+2023/12/18, 14, , , , , 
 2023/11/2, 42, 16, 34, 7, 1, 
 2023/11/3, 56, 20, 36, 7, 1, 
 2023/11/4, 67, 15, 26, 8, 1, 
diff --git a/data/japan-aqi/moriyama,-moriyama, shiga, japan-air-quality.csv b/data/japan-aqi/moriyama,-moriyama, shiga, japan-air-quality.csv
index fc9b1557..0470b553 100644
--- a/data/japan-aqi/moriyama,-moriyama, shiga, japan-air-quality.csv	
+++ b/data/japan-aqi/moriyama,-moriyama, shiga, japan-air-quality.csv	
@@ -5,10 +5,17 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/5, 25, 13, 9, 18, 3, 4
 2023/12/6, 38, 15, 23, 18, 1, 4
 2023/12/7, 39, 14, 32, 10, 1, 3
-2023/12/8, 41, 15, 28, 11, 2, 3
-2023/12/9, 56, 19, 27, 16, 1, 4
-2023/12/10, 66, 16, 2, 12, , 3
-2023/12/11, 56, , , , , 
+2023/12/8, 41, 15, 28, 11, 1, 3
+2023/12/9, 56, 19, 27, 16, 2, 4
+2023/12/10, 66, 25, 25, 12, 1, 4
+2023/12/11, 69, 13, 30, 7, 1, 3
+2023/12/12, 48, 7, 33, 5, , 3
+2023/12/13, 20, 4, 31, 4, , 2
+2023/12/14, 16, 10, 24, 13, , 3
+2023/12/15, 27, 17, 9, 15, , 3
+2023/12/16, 45, 10, 29, 7, , 4
+2023/12/17, 25, 3, 30, 1, , 
+2023/12/18, 13, , , , , 
 2023/11/2, 50, 27, 45, 14, 1, 4
 2023/11/3, 71, 37, 51, 10, 1, 4
 2023/11/4, 87, 37, 42, 8, 1, 4
diff --git a/data/japan-aqi/moriyama-ku,-nagoya-shi, aichi-ken, japan-air-quality.csv b/data/japan-aqi/moriyama-ku,-nagoya-shi, aichi-ken, japan-air-quality.csv
index 3be94476..5f88c361 100644
--- a/data/japan-aqi/moriyama-ku,-nagoya-shi, aichi-ken, japan-air-quality.csv	
+++ b/data/japan-aqi/moriyama-ku,-nagoya-shi, aichi-ken, japan-air-quality.csv	
@@ -1,12 +1,79 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 21, 2, 26, 5, , 2
+2023/12/3, 17, 4, 24, 8, , 3
+2023/12/4, 24, 6, 23, 14, , 2
+2023/12/5, 30, 10, 4, 21, , 3
+2023/12/6, 43, 9, 22, 19, , 2
+2023/12/7, 38, 11, 28, 13, , 3
+2023/12/8, 44, 17, 22, 18, 1, 3
+2023/12/9, 52, 17, 20, 17, 2, 3
+2023/12/10, 55, 14, 28, 10, 2, 2
+2023/12/11, 51, 15, 25, 14, 1, 2
+2023/12/12, 55, 7, 25, 11, 1, 2
+2023/12/13, 33, 3, 26, 8, 1, 3
+2023/12/14, 15, 10, 17, 21, 1, 3
+2023/12/15, 46, 12, 2, 21, , 3
+2023/12/16, 44, 13, 24, 17, 1, 4
+2023/12/17, 36, 2, 28, 1, 1, 2
+2023/12/18, 12, , , , , 
+2023/11/2, 48, 17, 44, 12, 1, 3
+2023/11/3, 62, 24, 48, 13, 4, 5
+2023/11/4, 73, 25, 47, 10, 1, 3
+2023/11/5, 79, 24, 46, 7, 1, 3
+2023/11/6, 76, 8, 32, 2, , 1
+2023/11/7, 24, 9, 32, 3, , 2
+2023/11/8, 28, 9, 31, 10, 1, 3
+2023/11/9, 34, 16, 29, 17, 1, 3
+2023/11/10, 57, 10, 14, 14, 1, 2
+2023/11/11, 39, 2, 26, 3, , 2
+2023/11/12, 11, 4, 26, 5, 1, 2
+2023/11/13, 20, 2, 27, 4, , 2
+2023/11/14, 13, 4, 25, 10, 1, 2
+2023/11/15, 19, 7, 19, 16, 1, 2
+2023/11/16, 35, 6, 25, 13, 1, 2
+2023/11/17, 32, 9, 16, 17, 1, 2
+2023/11/18, 43, 2, 24, 4, , 2
+2023/11/19, 14, 6, 26, 6, , 2
+2023/11/20, 28, 6, 26, 9, , 2
+2023/11/21, 32, 7, 19, 16, , 3
+2023/11/22, 29, 10, 23, 20, , 3
+2023/11/23, 44, 14, 30, 16, , 3
+2023/11/24, 55, 11, 30, 9, , 3
+2023/11/25, 41, 2, 25, 6, , 2
+2023/11/26, 15, 4, 23, 9, , 2
+2023/11/27, 24, 10, 15, 20, , 5
+2023/11/28, 43, 11, 28, 10, , 3
+2023/11/29, 39, 5, 25, 10, , 2
+2023/11/30, 24, 4, 25, 10, , 2
+2023/12/1, 23, 3, 21, 9, , 2
 2023/10/2, 25, 7, 32, 4, 1, 2
 2023/10/3, 26, 8, 42, 8, 1, 3
 2023/10/4, 33, 6, 29, 10, 1, 2
 2023/10/5, 24, 7, 31, 7, 1, 2
-2023/10/6, 23, 6, 30, 5, 1, 
-2023/10/7, 23, 7, 30, 4, 1, 
-2023/10/8, 23, 6, 19, 4, 1, 
-2023/10/9, 23, , , , , 
+2023/10/6, 23, 6, 30, 5, 1, 2
+2023/10/7, 23, 7, 30, 4, 1, 2
+2023/10/8, 23, 7, 23, 4, 1, 3
+2023/10/9, 28, 3, 18, 5, 1, 2
+2023/10/10, 15, 2, 33, 6, 1, 2
+2023/10/11, 12, 6, 35, 5, 1, 2
+2023/10/12, 24, 8, 38, 6, 1, 2
+2023/10/13, 31, 7, 36, 7, 1, 2
+2023/10/14, 28, 11, 40, 9, 1, 2
+2023/10/15, 46, 6, 42, 3, 1, 2
+2023/10/16, 26, 8, 36, 8, 1, 2
+2023/10/17, 31, 9, 34, 9, 1, 2
+2023/10/18, 36, 8, 36, 11, 1, 2
+2023/10/19, 31, 12, 47, 11, 1, 3
+2023/10/20, 49, 11, 36, 9, 1, 2
+2023/10/21, 46, 2, 27, 2, 1, 
+2023/10/22, 10, 4, 29, 4, 1, 3
+2023/10/23, 15, 7, 29, 8, 1, 2
+2023/10/24, 25, 10, 33, 14, 2, 3
+2023/10/25, 40, 10, 37, 9, 1, 2
+2023/10/26, 40, 9, 40, 6, 1, 3
+2023/10/27, 37, 14, 57, 10, 1, 2
+2023/10/28, 54, , , , 1, 2
+2023/11/1, 38, 12, 38, 14, 1, 3
 2023/7/2, 16, 6, 43, 2, , 1
 2023/7/3, 19, 13, 51, 5, 1, 2
 2023/7/4, 47, 12, 66, 5, 1, 2
@@ -1863,6 +1930,7 @@ date, pm25, pm10, o3, no2, so2, co
 2018/6/29, 49, 16, 10, 3, , 
 2018/6/30, 28, 12, 11, 5, , 
 2018/7/1, 26, 14, 11, 3, , 
+2023/10/31, , 8, 14, 19, 2, 3
 2022/10/31, , 11, 28, 11, 1, 2
 2022/4/30, , 5, 46, 2, 1, 1
 2022/3/9, , 13, 33, 9, 1, 2
@@ -1906,6 +1974,7 @@ date, pm25, pm10, o3, no2, so2, co
 2018/7/13, , 19, 22, 10, , 
 2018/4/3, , 46, 43, 21, , 
 2022/3/7, , , , , 1, 2
+2023/10/30, , , , , 1, 3
 2022/10/30, , , , , 1, 2
 2022/3/3, , , , , 1, 2
 2022/3/4, , , , , 1, 2
diff --git a/data/japan-aqi/muromachi,-sakaide, kagawa, japan-air-quality.csv b/data/japan-aqi/muromachi,-sakaide, kagawa, japan-air-quality.csv
index b415d41f..5888348d 100644
--- a/data/japan-aqi/muromachi,-sakaide, kagawa, japan-air-quality.csv	
+++ b/data/japan-aqi/muromachi,-sakaide, kagawa, japan-air-quality.csv	
@@ -4,11 +4,18 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/4, 29, 13, 27, 12, 2, 4
 2023/12/5, 42, 18, 8, 22, 2, 4
 2023/12/6, 58, 15, 21, 14, 1, 4
-2023/12/7, 49, 14, 40, 7, , 3
+2023/12/7, 49, 14, 40, 7, 1, 3
 2023/12/8, 37, 20, 21, 15, 4, 3
 2023/12/9, 54, 23, 13, 18, 4, 3
-2023/12/10, 63, 22, 2, 10, , 3
-2023/12/11, 64, , , , , 
+2023/12/10, 63, 26, 21, 16, 5, 3
+2023/12/11, 70, 18, 29, 8, 1, 3
+2023/12/12, 50, 13, 29, 9, 1, 1
+2023/12/13, 29, 7, 30, 7, , 2
+2023/12/14, 11, 9, 19, 12, 1, 1
+2023/12/15, 23, 27, 11, 21, 5, 3
+2023/12/16, 61, 9, 32, 7, 1, 1
+2023/12/17, 23, 7, 32, , , 
+2023/12/18, 9, , , , , 
 2023/11/2, 52, 19, 24, 12, 1, 4
 2023/11/3, 57, 28, 50, 11, 2, 3
 2023/11/4, 77, 33, 38, 11, 4, 3
diff --git a/data/japan-aqi/muyacho-tateiwa, naruto, tokushima, japan-air-quality.csv b/data/japan-aqi/muyacho-tateiwa, naruto, tokushima, japan-air-quality.csv
index 31289416..7472b9ea 100644
--- a/data/japan-aqi/muyacho-tateiwa, naruto, tokushima, japan-air-quality.csv	
+++ b/data/japan-aqi/muyacho-tateiwa, naruto, tokushima, japan-air-quality.csv	
@@ -4,11 +4,17 @@ date, pm25, pm10, o3, no2, so2
 2023/12/4, 37, 10, 31, 8, 1
 2023/12/5, 37, 16, 26, 12, 1
 2023/12/6, 57, 13, 22, 10, 2
-2023/12/7, 50, 12, 35, 4, 
-2023/12/8, 42, 17, 28, 8, 
+2023/12/7, 50, 12, 35, 4, 1
+2023/12/8, 42, 17, 28, 8, 1
 2023/12/9, 50, 17, 23, 10, 1
-2023/12/10, 56, 15, 9, 7, 
-2023/12/11, 57, , , , 
+2023/12/10, 56, 19, 28, 8, 3
+2023/12/11, 62, 15, 35, 7, 
+2023/12/12, 51, 6, 33, 3, 3
+2023/12/13, 19, 4, 32, 4, 1
+2023/12/14, 16, 8, 23, 9, 1
+2023/12/15, 27, 11, 29, 8, 1
+2023/12/16, 37, 7, 32, 4, 2
+2023/12/17, 25, 5, 32, 1, 
 2023/11/2, 53, 17, 50, 8, 3
 2023/11/3, 63, 21, 58, 4, 1
 2023/11/4, 69, 21, 49, 4, 1
diff --git a/data/japan-aqi/nagasaka,-yokosuka, kanagawa, japan-air-quality.csv b/data/japan-aqi/nagasaka,-yokosuka, kanagawa, japan-air-quality.csv
index 908b71be..079a2020 100644
--- a/data/japan-aqi/nagasaka,-yokosuka, kanagawa, japan-air-quality.csv	
+++ b/data/japan-aqi/nagasaka,-yokosuka, kanagawa, japan-air-quality.csv	
@@ -7,8 +7,13 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 28, 10, 41, 3, 1, 2
 2023/12/8, 34, 7, 31, 8, 1, 5
 2023/12/9, 26, 12, 37, 10, 1, 4
-2023/12/10, 43, 21, 12, 23, 1, 5
-2023/12/11, 60, , , , , 
+2023/12/10, 43, 19, 30, 16, 1, 6
+2023/12/11, 61, 18, 20, 16, , 3
+2023/12/12, 57, 13, 26, 13, 1, 3
+2023/12/13, 35, 4, 26, 11, 2, 4
+2023/12/14, 20, 11, 14, 25, 2, 3
+2023/12/15, 43, 22, 26, 21, , 3
+2023/12/16, 44, , , , , 
 2023/11/2, 45, 20, 62, 9, 6, 5
 2023/11/3, 63, 30, 84, 19, 3, 4
 2023/11/4, 78, 23, 61, 1, 1, 2
diff --git a/data/japan-aqi/nakacho,-atsugi, kanagawa, japan-air-quality.csv b/data/japan-aqi/nakacho,-atsugi, kanagawa, japan-air-quality.csv
index 74d52a9b..2de5ebd3 100644
--- a/data/japan-aqi/nakacho,-atsugi, kanagawa, japan-air-quality.csv	
+++ b/data/japan-aqi/nakacho,-atsugi, kanagawa, japan-air-quality.csv	
@@ -1,44 +1,82 @@
 date, pm25, pm10, o3, no2, so2, co
-2023/9/2, 19, 18, 19, 3, 1, 
-2023/9/3, 23, 21, 32, 4, 1, 
-2023/9/4, 29, 16, 12, 6, 1, 
-2023/9/5, 16, 15, 22, 4, 1, 
-2023/9/6, 19, 18, 17, 7, 2, 
-2023/9/7, 23, 16, 30, 9, 3, 
-2023/9/8, 31, 18, 26, 4, , 
-2023/9/9, 17, 17, 35, 6, , 
-2023/9/10, 22, , , , , 
-2023/8/2, 29, 16, 17, 5, 2, 
-2023/8/3, 21, 17, 14, 4, 3, 
-2023/8/4, 27, 20, 29, 6, 2, 
-2023/8/5, 40, 20, 18, 4, 2, 
-2023/8/6, 24, 18, 15, 1, 3, 
-2023/8/7, 27, 17, 14, 2, 2, 
-2023/8/8, 15, 24, 22, 4, 2, 
-2023/8/9, 19, 29, 9, 4, 2, 
-2023/8/10, 21, 23, 19, 4, 3, 
-2023/8/11, 30, 21, 27, 4, 2, 
-2023/8/12, 27, 16, 47, 3, 2, 
-2023/8/13, 31, 22, 16, 4, 2, 
-2023/8/14, 29, 29, 10, 3, 2, 
-2023/8/15, 31, 44, 21, 1, 2, 
-2023/8/16, 61, 30, 20, 1, , 
-2023/8/17, 48, 22, 21, 2, 2, 
-2023/8/18, 34, 22, 20, 4, 2, 
-2023/8/19, 38, 23, 32, 4, 3, 
-2023/8/20, 48, 27, 54, 3, 3, 
-2023/8/21, 51, 21, 33, 5, 3, 
-2023/8/22, 28, 23, 13, 7, 2, 
-2023/8/23, 24, 22, 11, 3, , 
-2023/8/24, 20, 14, 11, 4, , 
-2023/8/25, 15, 19, 11, 3, 2, 
-2023/8/26, 17, 19, 25, 6, 3, 
-2023/8/27, 38, 20, 27, 3, 3, 
-2023/8/28, 29, 23, 36, 5, 3, 
-2023/8/29, 44, 21, 26, 5, 2, 
-2023/8/30, 36, 24, 16, 3, 1, 
-2023/8/31, 24, 23, 15, 3, 1, 
-2023/9/1, 24, 21, 17, 3, 1, 
+2023/12/2, 18, 18, 22, 14, 1, 
+2023/12/3, 27, 14, 30, 10, 2, 
+2023/12/4, 29, 11, 26, 17, 1, 
+2023/12/5, 19, 17, 6, 23, 2, 
+2023/12/6, 34, 17, 24, 20, 1, 
+2023/12/7, 28, 13, 34, 14, 1, 
+2023/12/8, 29, 13, 31, 19, 2, 
+2023/12/9, 31, 18, 27, 17, 1, 
+2023/12/10, 43, 21, 33, 15, 2, 
+2023/12/11, 57, 20, 18, 17, 3, 
+2023/12/12, 52, 24, 24, 15, 1, 
+2023/12/13, 38, 12, 23, 14, 1, 
+2023/12/14, 16, 16, 21, 15, 1, 
+2023/12/15, 33, 23, 32, 20, 1, 
+2023/12/16, 39, 15, 29, 7, 1, 
+2023/12/17, 31, 12, 24, , , 
+2023/12/18, 15, , , , , 
+2023/11/2, 38, 20, 41, 16, 4, 
+2023/11/3, 47, 24, 67, 11, 3, 
+2023/11/4, 60, 25, 43, 10, 2, 
+2023/11/5, 67, 26, 40, 8, 3, 
+2023/11/6, 72, 25, 31, 8, 2, 
+2023/11/7, 45, 18, 29, 5, 2, 3
+2023/11/8, 26, 23, 30, 12, 2, 2
+2023/11/9, 36, 20, 34, 14, 2, 3
+2023/11/10, 43, 26, 9, 20, , 3
+2023/11/11, 54, 18, 24, 10, 2, 2
+2023/11/12, 23, 18, 21, 6, , 2
+2023/11/13, 25, 15, 14, 11, 2, 2
+2023/11/14, 18, 17, 29, 14, 2, 
+2023/11/15, 17, 14, 20, 14, 1, 
+2023/11/16, 21, 19, 26, 15, 1, 
+2023/11/17, 29, 22, 25, 16, 1, 
+2023/11/18, 23, 15, 29, 5, 1, 
+2023/11/19, 12, 12, 29, 8, 1, 
+2023/11/20, 17, 13, 25, 14, 1, 
+2023/11/21, 19, 18, 23, 18, 1, 
+2023/11/22, 25, 18, 30, 16, 2, 
+2023/11/23, 43, 19, 33, 14, 1, 
+2023/11/24, 49, 17, 39, 8, 1, 
+2023/11/25, 44, 16, 24, 9, 1, 
+2023/11/26, 10, 14, 20, 7, 1, 
+2023/11/27, 19, 21, 25, 14, 1, 3
+2023/11/28, 39, 16, 34, 9, 1, 2
+2023/11/29, 31, 17, 28, 16, 1, 2
+2023/11/30, 30, 17, 26, 14, 1, 2
+2023/12/1, 29, 11, 16, 19, 1, 5
+2023/10/2, 39, 14, 34, 8, 2, 
+2023/10/3, 30, 17, 42, 9, 2, 
+2023/10/4, 24, 17, 22, 13, 2, 
+2023/10/5, 21, 14, 31, 13, 2, 
+2023/10/6, 28, 17, 38, 9, 2, 
+2023/10/7, 20, 14, 32, 7, 2, 
+2023/10/8, 24, 16, 26, 5, 2, 
+2023/10/9, 25, 14, 24, 3, 1, 
+2023/10/10, 8, 18, 28, 10, 1, 
+2023/10/11, 13, 15, 31, 11, 2, 
+2023/10/12, 25, 18, 36, 10, 2, 
+2023/10/13, 33, 19, 35, 9, 2, 
+2023/10/14, 33, 17, 42, 9, 2, 
+2023/10/15, 43, 18, 31, 7, , 
+2023/10/16, 37, 17, 46, 12, 2, 
+2023/10/17, 25, 13, 42, 12, 2, 
+2023/10/18, 28, 17, 37, 13, 2, 
+2023/10/19, 35, 17, 41, 11, 2, 
+2023/10/20, 42, 17, 37, 9, 3, 
+2023/10/21, 45, 17, 32, 7, 2, 
+2023/10/22, 19, 14, 34, 5, 2, 
+2023/10/23, 14, 10, 33, 14, 2, 
+2023/10/24, 31, 14, 40, 12, 2, 
+2023/10/25, 35, 17, 37, 14, 3, 
+2023/10/26, 48, 20, 42, 12, 2, 
+2023/10/27, 44, 21, 48, 13, 2, 
+2023/10/28, 51, 23, 46, 10, 2, 
+2023/10/29, 53, 17, 26, 5, , 
+2023/10/30, 22, 11, 28, 13, 3, 
+2023/10/31, 22, 17, 24, 13, 2, 
+2023/11/1, 36, 18, 42, 11, 2, 
 2023/7/2, 20, 13, 69, 4, 3, 
 2023/7/3, 25, 24, 48, 6, 2, 
 2023/7/4, 48, 24, 68, 7, 2, 
@@ -70,6 +108,67 @@ date, pm25, pm10, o3, no2, so2, co
 2023/7/30, 35, 17, 22, 2, 2, 
 2023/7/31, 32, 19, 19, 4, 2, 
 2023/8/1, 25, 22, 27, 9, 2, 
+2023/8/2, 29, 16, 17, 5, 2, 
+2023/8/3, 21, 17, 14, 4, 3, 
+2023/8/4, 27, 20, 29, 6, 2, 
+2023/8/5, 40, 20, 18, 4, 2, 
+2023/8/6, 24, 19, 15, 1, 2, 
+2023/8/7, 25, 17, 14, 2, 2, 
+2023/8/8, 15, 24, 22, 4, 2, 
+2023/8/9, 19, 29, 9, 4, 2, 
+2023/8/10, 21, 23, 19, 4, 3, 
+2023/8/11, 30, 21, 27, 4, 2, 
+2023/8/12, 27, 16, 47, 3, 2, 
+2023/8/13, 31, 22, 16, 4, 2, 
+2023/8/14, 29, 29, 10, 3, 2, 
+2023/8/15, 31, 44, 21, 1, 2, 
+2023/8/16, 61, 30, 20, 1, , 
+2023/8/17, 48, 22, 21, 2, 2, 
+2023/8/18, 34, 22, 20, 4, 2, 
+2023/8/19, 38, 23, 32, 4, 3, 
+2023/8/20, 48, 27, 54, 3, 3, 
+2023/8/21, 51, 21, 33, 5, 3, 
+2023/8/22, 28, 23, 13, 7, 2, 
+2023/8/23, 24, 22, 11, 3, , 
+2023/8/24, 20, 14, 11, 4, , 
+2023/8/25, 15, 19, 11, 3, 2, 
+2023/8/26, 17, 19, 25, 6, 3, 
+2023/8/27, 38, 20, 27, 3, 3, 
+2023/8/28, 29, 23, 36, 5, 3, 
+2023/8/29, 44, 21, 26, 5, 2, 
+2023/8/30, 36, 24, 16, 3, 1, 
+2023/8/31, 24, 23, 15, 3, 1, 
+2023/9/1, 24, 21, 17, 3, 1, 
+2023/9/2, 19, 18, 19, 3, 1, 
+2023/9/3, 23, 21, 32, 4, 1, 
+2023/9/4, 29, 16, 12, 6, 1, 
+2023/9/5, 16, 15, 22, 4, 1, 
+2023/9/6, 19, 18, 17, 7, 2, 
+2023/9/7, 23, 16, 30, 9, 2, 
+2023/9/8, 31, 18, 26, 4, 2, 
+2023/9/9, 17, 17, 35, 6, 2, 
+2023/9/10, 22, 25, 20, 3, 3, 
+2023/9/11, 36, 21, 16, 4, 2, 
+2023/9/12, 22, 18, 30, 4, 2, 
+2023/9/13, 24, 20, 53, 6, 2, 
+2023/9/14, 37, 18, 20, 5, 2, 
+2023/9/15, 24, 21, 56, 10, 2, 
+2023/9/16, 45, 29, 38, 6, , 
+2023/9/17, 48, 21, 25, 3, 2, 
+2023/9/18, 37, 17, 16, 2, 2, 
+2023/9/19, 18, 17, 21, 4, 2, 
+2023/9/20, 26, 24, 46, 8, 2, 
+2023/9/21, 52, 21, 17, 6, 2, 
+2023/9/22, 32, 16, 27, 8, 2, 
+2023/9/23, 24, 14, 28, 5, 2, 
+2023/9/24, 13, 18, 36, 3, 2, 
+2023/9/25, 21, 16, 40, 6, 2, 
+2023/9/26, 31, 19, 51, 8, 2, 
+2023/9/27, 37, 22, 53, 10, 2, 
+2023/9/28, 53, 29, 50, 9, 2, 
+2023/9/29, 65, 19, 34, 7, 3, 
+2023/9/30, 31, 16, 42, 6, 2, 
+2023/10/1, 29, 20, 32, 4, 2, 
 2023/4/2, 52, 22, 42, 7, , 
 2023/4/3, 50, 21, 41, 9, 2, 
 2023/4/4, 35, 16, 48, 13, 1, 
diff --git a/data/japan-aqi/nakagawacho-kuroji, anan, tokushima, japan-air-quality.csv b/data/japan-aqi/nakagawacho-kuroji, anan, tokushima, japan-air-quality.csv
index 4fe8839e..969e4d26 100644
--- a/data/japan-aqi/nakagawacho-kuroji, anan, tokushima, japan-air-quality.csv	
+++ b/data/japan-aqi/nakagawacho-kuroji, anan, tokushima, japan-air-quality.csv	
@@ -1,14 +1,20 @@
 date, pm25, pm10, o3, no2, so2
 2023/12/2, 20, 5, 33, 1, 1
 2023/12/3, 15, 9, 30, 1, 1
-2023/12/4, 36, 8, 31, 3, 
+2023/12/4, 36, 8, 31, 3, 1
 2023/12/5, 31, 11, 18, 4, 
-2023/12/6, 39, 10, 23, 6, 
-2023/12/7, 33, 11, 33, 2, 
-2023/12/8, 33, 12, 28, 2, 
-2023/12/9, 32, 12, 25, 4, 
-2023/12/10, 34, 7, 12, 1, 
-2023/12/11, 42, , , , 
+2023/12/6, 39, 10, 23, 6, 1
+2023/12/7, 33, 11, 33, 2, 1
+2023/12/8, 33, 12, 28, 2, 1
+2023/12/9, 32, 12, 25, 4, 1
+2023/12/10, 34, 16, 27, 4, 2
+2023/12/11, 46, 14, 35, 5, 
+2023/12/12, 45, 6, 32, 3, 
+2023/12/13, 17, 4, 30, 1, 
+2023/12/14, 7, 6, 19, 7, 1
+2023/12/15, 28, 6, 25, 2, 
+2023/12/16, 24, 7, , 4, 
+2023/12/17, 26, 6, , , 
 2023/11/2, 49, 15, 48, 3, 1
 2023/11/3, 57, 16, 47, 2, 1
 2023/11/4, 58, 19, 47, 2, 1
diff --git a/data/japan-aqi/nakamachi,-kiryu, gunma, japan-air-quality.csv b/data/japan-aqi/nakamachi,-kiryu, gunma, japan-air-quality.csv
index b4c10d7d..e9283333 100644
--- a/data/japan-aqi/nakamachi,-kiryu, gunma, japan-air-quality.csv	
+++ b/data/japan-aqi/nakamachi,-kiryu, gunma, japan-air-quality.csv	
@@ -1,14 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 26, 9, 23, 3, 1, 2
 2023/12/3, 29, 9, 36, 2, 1, 2
-2023/12/4, 33, 7, 29, 3, , 2
-2023/12/5, 22, 18, 13, 10, , 4
-2023/12/6, 53, 9, 29, 5, , 2
+2023/12/4, 33, 7, 29, 3, 1, 2
+2023/12/5, 22, 18, 13, 10, 1, 4
+2023/12/6, 53, 9, 29, 5, 1, 2
 2023/12/7, 31, 13, 32, 4, 1, 2
-2023/12/8, 39, 23, 29, 4, , 2
+2023/12/8, 39, 23, 29, 4, 1, 2
 2023/12/9, 52, 17, 29, 5, 1, 3
-2023/12/10, 50, 16, 12, 6, , 
-2023/12/11, 50, , , , , 
+2023/12/10, 50, 18, 32, 3, 1, 2
+2023/12/11, 53, 22, 24, 5, 1, 2
+2023/12/12, 61, 16, 32, 5, , 2
+2023/12/13, 52, 6, 34, 2, , 1
+2023/12/14, 22, 11, 23, 4, , 2
+2023/12/15, 34, 17, 16, 6, , 3
+2023/12/16, 52, 19, 28, 7, , 3
+2023/12/17, 56, 4, 32, 1, , 2
+2023/12/18, 15, , , , , 
 2023/11/2, 59, 23, 39, 5, 1, 3
 2023/11/3, 65, , , , , 3
 2023/11/7, 48, 12, 34, 4, 1, 2
diff --git a/data/japan-aqi/namiemachi,-takasaki, gunma, japan-air-quality.csv b/data/japan-aqi/namiemachi,-takasaki, gunma, japan-air-quality.csv
index 83751b55..cc276eb1 100644
--- a/data/japan-aqi/namiemachi,-takasaki, gunma, japan-air-quality.csv	
+++ b/data/japan-aqi/namiemachi,-takasaki, gunma, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 42, 6, 33, 8, , 2
 2023/12/8, 46, 11, 32, 12, , 3
 2023/12/9, 41, 12, 32, 10, , 3
-2023/12/10, 46, 10, 16, 7, , 2
-2023/12/11, 25, , , , , 
+2023/12/10, 46, 10, 30, 8, , 2
+2023/12/11, 49, 13, 25, 10, , 3
+2023/12/12, 52, 10, 29, 8, , 3
+2023/12/13, 52, 2, 31, 5, , 2
+2023/12/14, 45, 7, 27, 12, , 3
+2023/12/15, 35, 13, 17, 14, , 4
+2023/12/16, 44, 13, 27, 12, , 3
+2023/12/17, 52, 2, 31, 1, , 2
+2023/12/18, 15, , , , , 
 2023/11/2, 58, 19, 45, 11, , 3
 2023/11/3, 63, 25, 59, 8, , 3
 2023/11/4, 75, 25, 46, 9, , 4
diff --git a/data/japan-aqi/natsushimacho,-yokosuka, kanagawa, japan-air-quality.csv b/data/japan-aqi/natsushimacho,-yokosuka, kanagawa, japan-air-quality.csv
index ef3bd1c0..ca2444a8 100644
--- a/data/japan-aqi/natsushimacho,-yokosuka, kanagawa, japan-air-quality.csv	
+++ b/data/japan-aqi/natsushimacho,-yokosuka, kanagawa, japan-air-quality.csv	
@@ -1,24 +1,167 @@
 date, pm25, pm10, o3, no2, so2, co
-2023/5/2, 51, 11, 46, 4, 1, 2
-2023/5/3, 34, 13, 50, 7, 1, 2
-2023/5/4, 41, 13, 46, 1, , 1
-2023/5/5, 38, 12, 41, 1, 1, 1
-2023/5/6, 30, 14, 38, 1, , 
-2023/5/7, 31, 21, 32, 6, 1, 2
-2023/5/8, 34, 7, 32, 9, 1, 3
-2023/5/9, 22, 10, 43, 7, 1, 1
-2023/5/10, 33, 16, 62, 11, 1, 2
-2023/5/11, 52, 16, 43, 11, 2, 3
-2023/5/12, 49, 12, 41, 10, 6, 2
-2023/5/13, 41, 11, 37, 6, 1, 1
-2023/5/14, 33, 12, 37, 6, 1, 1
-2023/5/15, 29, 12, 36, 8, 3, 2
-2023/5/16, 35, 11, 53, 7, 1, 2
-2023/5/17, 37, 23, 70, 11, 4, 3
-2023/5/18, 60, 30, 60, 12, 3, 3
-2023/5/19, 76, 12, 40, 2, 1, 1
-2023/5/20, 27, 10, 36, 8, 22, 2
-2023/5/21, 23, , , , , 
+2023/12/2, 16, 11, 21, 21, 3, 4
+2023/12/3, 37, 9, 32, 10, 3, 3
+2023/12/4, 30, 7, 20, 22, 2, 5
+2023/12/5, 24, 13, 9, 25, 1, 4
+2023/12/6, 41, 10, 22, 21, 1, 5
+2023/12/7, 28, 11, 38, 8, 9, 2
+2023/12/8, 30, 10, 29, 17, 1, 5
+2023/12/14, 45, 11, 13, 29, 4, 3
+2023/12/15, 38, 16, 12, 23, 3, 3
+2023/12/16, 46, , , , , 
+2023/11/2, 49, 22, 48, 18, 9, 5
+2023/11/3, 66, 27, 70, 17, 4, 4
+2023/11/4, 75, 23, 47, 5, , 2
+2023/11/5, 65, 28, 33, 15, 6, 3
+2023/11/6, 73, 15, 31, 5, 5, 2
+2023/11/7, 33, 19, 34, 3, 1, 3
+2023/11/8, 33, 11, 33, 8, 3, 2
+2023/11/9, 31, 15, 29, 18, 2, 4
+2023/11/10, 48, 18, 21, 17, 1, 3
+2023/11/11, 49, 7, 26, 7, 4, 3
+2023/11/12, 21, 10, 22, 10, 2, 3
+2023/11/13, 33, 7, 25, 7, 1, 3
+2023/11/14, 19, 7, 27, 14, 1, 3
+2023/11/15, 19, 8, 19, 14, 1, 2
+2023/11/16, 23, 12, 26, 15, 15, 2
+2023/11/17, 40, 8, 36, 13, 2, 2
+2023/11/18, 22, 6, 34, 1, , 1
+2023/11/19, 15, 8, 29, 4, 2, 2
+2023/11/20, 21, 8, 28, 7, 3, 2
+2023/11/21, 25, 9, 22, 15, 3, 3
+2023/11/22, 30, 16, 32, 18, 3, 4
+2023/11/23, 44, 18, 39, 16, 2, 3
+2023/11/24, 53, 16, 43, 2, 1, 2
+2023/11/25, 47, 4, 25, 6, 7, 2
+2023/11/26, 10, 8, 23, 9, 1, 4
+2023/11/27, 20, 13, 33, 13, 3, 4
+2023/11/28, 39, 12, 38, 2, 1, 2
+2023/11/29, 33, 10, 33, 4, 1, 3
+2023/11/30, 27, 10, 33, 4, 3, 3
+2023/12/1, 31, 6, 24, 13, 7, 3
+2023/10/2, 47, 12, 42, 8, 7, 2
+2023/10/3, 34, 10, 39, 10, 2, 2
+2023/10/4, 24, 11, 24, 11, 1, 2
+2023/10/5, 20, 10, 34, 7, 1, 2
+2023/10/6, 26, 8, 34, 7, 1, 2
+2023/10/7, 25, 8, 35, 4, 4, 2
+2023/10/8, 26, 9, 28, 4, 6, 
+2023/10/9, 25, 5, 24, 3, 1, 
+2023/10/10, 14, 6, 31, 8, 1, 2
+2023/10/11, 15, 10, 35, 8, 3, 3
+2023/10/12, 28, 13, 35, 10, 9, 2
+2023/10/13, 38, 12, 37, 11, 3, 3
+2023/10/14, 36, 12, 45, 11, 2, 3
+2023/10/15, 41, 11, 32, 8, 1, 3
+2023/10/16, 36, 10, 46, 15, 2, 4
+2023/10/17, 32, 11, 36, 14, 2, 3
+2023/10/18, 36, 14, 34, 19, 5, 3
+2023/10/19, 42, 11, 43, 5, 1, 3
+2023/10/20, 38, 14, 37, 1, 1, 1
+2023/10/21, 39, 7, 34, 5, 1, 2
+2023/10/22, 24, 6, 32, 5, 2, 2
+2023/10/23, 15, 12, 27, 21, 4, 4
+2023/10/24, 38, 12, 33, 15, 1, 3
+2023/10/25, 38, 16, 25, 19, 2, 3
+2023/10/26, 49, 14, 35, 15, 1, 3
+2023/10/27, 48, 19, 43, 16, 8, 3
+2023/10/28, 56, 17, 39, 11, 1, 3
+2023/10/29, 56, 6, 32, 3, 1, 2
+2023/10/30, 16, 10, 32, 15, 4, 4
+2023/10/31, 35, 12, 23, 17, 3, 3
+2023/11/1, 42, 16, 43, 14, 6, 3
+2023/7/2, 25, 11, 57, 4, 3, 2
+2023/7/3, 26, 20, 50, 4, 1, 2
+2023/7/4, 47, 21, 53, 7, 13, 2
+2023/7/5, 51, 12, 39, 3, 1, 1
+2023/7/6, 27, 12, 41, 4, 3, 1
+2023/7/7, 27, 21, 48, 6, 1, 2
+2023/7/8, 51, 27, 33, 1, 1, 1
+2023/7/9, 43, 24, 14, 1, , 1
+2023/7/10, 43, 26, 24, 1, , 
+2023/7/11, 56, 23, 41, 5, 1, 1
+2023/7/12, 55, 25, 27, 3, , 1
+2023/7/13, 58, 17, 32, 3, 1, 1
+2023/7/14, 41, 18, 37, 10, 10, 2
+2023/7/15, 44, 11, 13, 1, , 1
+2023/7/16, 20, 13, 21, 2, , 1
+2023/7/17, 25, 22, 51, 7, 8, 2
+2023/7/18, 55, 24, 86, 11, 3, 2
+2023/7/19, 64, 21, 25, 5, 1, 1
+2023/7/20, 49, 16, 26, 6, 10, 2
+2023/7/21, 34, 16, 35, 8, 13, 2
+2023/7/22, 38, 13, 42, 5, 9, 1
+2023/7/23, 33, 12, 36, 6, 4, 2
+2023/7/24, 30, 9, 26, 2, 1, 1
+2023/7/25, 19, 12, 48, 4, 1, 2
+2023/7/26, 29, 18, 56, 7, 3, 2
+2023/7/27, 45, 15, 29, 4, 1, 1
+2023/7/28, 34, 9, 25, 3, 1, 1
+2023/7/29, 20, 9, 24, 2, 1, 
+2023/7/30, 17, 11, 18, 1, , 1
+2023/7/31, 15, 10, 13, 1, , 1
+2023/8/1, 13, 14, 22, 4, 1, 1
+2023/8/2, 21, 11, 13, 2, , 1
+2023/8/3, 13, 12, 10, 1, 3, 1
+2023/8/4, 18, 10, 21, 1, 1, 1
+2023/8/5, 17, 12, 16, 1, 1, 
+2023/8/6, 16, 17, 12, 3, 1, 1
+2023/8/7, 23, 12, 12, 5, , 1
+2023/8/8, 15, 17, 14, 5, 2, 2
+2023/8/9, 18, 17, 8, 4, 1, 1
+2023/8/10, 21, 19, 15, 4, 1, 1
+2023/8/11, 25, 16, 21, 4, 2, 2
+2023/8/12, 27, 15, 42, 4, 2, 1
+2023/8/13, 22, 23, 14, 4, 2, 1
+2023/8/14, 25, 24, 9, 2, 1, 1
+2023/8/15, 33, 35, 19, 2, 1, 1
+2023/8/16, 55, 29, 19, 1, , 1
+2023/8/17, 54, 18, 17, 1, , 1
+2023/8/18, 32, 16, 15, 4, 1, 1
+2023/8/19, 30, 22, 26, 5, 3, 1
+2023/8/20, 46, 20, 33, 6, 4, 2
+2023/8/21, 39, 12, 24, 6, 4, 1
+2023/8/22, 18, 19, 10, 5, 2, 2
+2023/8/23, 19, 21, 8, 3, 1, 1
+2023/8/24, 15, 17, 11, 3, 1, 1
+2023/8/25, 14, 13, 7, 2, 1, 1
+2023/8/26, 11, 14, 22, 4, 4, 2
+2023/8/27, 18, 20, 29, 5, 7, 1
+2023/8/28, 22, 17, 35, 3, 1, 1
+2023/8/29, 27, 10, 23, 1, 1, 1
+2023/8/30, 18, 19, 11, 1, 1, 
+2023/8/31, 15, 17, 12, 1, 1, 1
+2023/9/1, 24, 16, 14, 2, 1, 1
+2023/9/2, 14, 15, 16, 2, 1, 1
+2023/9/3, 14, 18, 31, 6, 5, 1
+2023/9/4, 25, 15, 10, 8, 2, 2
+2023/9/5, 21, 13, 19, 1, 1, 1
+2023/9/6, 14, 13, 16, 1, 1, 
+2023/9/7, 14, 14, 27, 10, 14, 2
+2023/9/8, 32, 10, 26, 6, 6, 1
+2023/9/9, 23, 15, 37, 6, 1, 2
+2023/9/10, 24, 20, 22, 2, 3, 1
+2023/9/11, 28, 11, 14, 4, 1, 1
+2023/9/12, 16, 12, 26, 5, 1, 1
+2023/9/13, 26, 20, 46, 9, 2, 2
+2023/9/14, 36, 15, 17, 2, , 1
+2023/9/15, 22, 22, 53, 12, 4, 3
+2023/9/16, 40, 21, 35, 7, 2, 2
+2023/9/17, 39, 13, 21, 1, 1, 1
+2023/9/18, 21, 12, 13, 1, , 
+2023/9/19, 12, 15, 19, 1, 1, 1
+2023/9/20, 22, 24, 37, 6, 1, 1
+2023/9/21, 56, 21, 14, 3, 1, 1
+2023/9/22, 30, 13, 25, 5, 1, 2
+2023/9/23, 17, 6, 30, 6, 1, 3
+2023/9/24, 14, 9, 37, 3, 1, 1
+2023/9/25, 24, 12, 37, 9, 1, 1
+2023/9/26, 31, 16, 57, 11, 5, 2
+2023/9/27, 43, 18, 45, 7, 13, 2
+2023/9/28, 36, 23, 50, 7, 2, 2
+2023/9/29, 53, 17, 30, 11, 7, 3
+2023/9/30, 38, 13, 41, 7, 6, 2
+2023/10/1, 27, 19, 34, 5, 8, 2
 2023/4/2, 56, 14, 43, 6, 7, 2
 2023/4/3, 46, 11, 41, 6, 6, 2
 2023/4/4, 35, 11, 49, 12, 2, 4
@@ -49,6 +192,67 @@ date, pm25, pm10, o3, no2, so2, co
 2023/4/29, 31, 11, 44, 1, 1, 1
 2023/4/30, 28, 14, 40, 1, 1, 1
 2023/5/1, 25, 19, 44, 8, 11, 2
+2023/5/2, 51, 11, 46, 4, 1, 2
+2023/5/3, 34, 13, 50, 7, 1, 2
+2023/5/4, 41, 13, 46, 1, , 1
+2023/5/5, 38, 12, 41, 1, 1, 1
+2023/5/6, 30, 15, 38, 1, , 
+2023/5/7, 38, 21, 32, 6, 1, 2
+2023/5/8, 34, 7, 32, 9, 1, 3
+2023/5/9, 22, 10, 43, 7, 1, 1
+2023/5/10, 33, 16, 62, 11, 1, 2
+2023/5/11, 52, 16, 43, 11, 2, 3
+2023/5/12, 49, 12, 41, 10, 6, 2
+2023/5/13, 41, 11, 37, 6, 1, 1
+2023/5/14, 33, 12, 37, 6, 1, 1
+2023/5/15, 29, 12, 36, 8, 3, 2
+2023/5/16, 35, 11, 53, 7, 1, 2
+2023/5/17, 37, 23, 70, 11, 4, 3
+2023/5/18, 60, 30, 60, 12, 3, 3
+2023/5/19, 76, 12, 40, 2, 1, 1
+2023/5/20, 27, 10, 36, 8, 22, 2
+2023/5/21, 23, 16, 40, 6, 10, 3
+2023/5/22, 41, 20, 65, 8, 4, 2
+2023/5/23, 50, 24, 36, 7, 8, 1
+2023/5/24, 54, 11, 40, 8, 1, 2
+2023/5/25, 34, 10, 34, 10, 7, 3
+2023/5/26, 31, 9, 37, 5, , 1
+2023/5/27, 25, 10, 34, 4, 1, 1
+2023/5/28, 26, 13, 35, 1, 1, 1
+2023/5/29, 27, 24, 25, 25, 12, 2
+2023/5/30, 46, 9, 39, 3, 1, 2
+2023/5/31, 24, 11, 29, 10, 18, 1
+2023/6/1, 32, 10, 35, 7, 4, 2
+2023/6/2, 25, 18, 27, 5, 1, 1
+2023/6/3, 19, 13, 50, 8, 10, 2
+2023/6/4, 27, 13, 41, 6, 1, 2
+2023/6/5, 36, 17, 50, 9, 2, 3
+2023/6/6, 54, 17, 45, 8, 1, 2
+2023/6/7, 50, 12, 68, 8, 1, 2
+2023/6/8, 39, 14, 43, 9, 2, 2
+2023/6/9, 38, 11, 33, 4, 1, 3
+2023/6/10, 19, 16, 45, 9, 2, 2
+2023/6/11, 37, 12, 42, 9, 6, 3
+2023/6/12, 28, 18, 20, 15, 7, 2
+2023/6/13, 41, 14, 41, 9, 12, 2
+2023/6/14, 33, 11, 30, 5, 33, 1
+2023/6/15, 25, 12, 28, 9, 8, 2
+2023/6/16, 30, 11, 48, 5, 7, 2
+2023/6/17, 34, 14, 58, 8, 11, 3
+2023/6/18, 41, 24, 54, 4, 1, 2
+2023/6/19, 62, 21, 49, 7, 21, 2
+2023/6/20, 51, 13, 32, 7, 10, 2
+2023/6/21, 33, 11, 38, 7, 9, 2
+2023/6/22, 31, 10, 31, 10, 8, 1
+2023/6/23, 25, 13, 36, 8, 2, 3
+2023/6/24, 37, 25, 71, 10, 4, 3
+2023/6/25, 59, 29, 81, 8, 4, 3
+2023/6/26, 66, 19, 46, 7, 2, 2
+2023/6/27, 51, 21, 36, 3, 1, 1
+2023/6/28, 53, 25, 24, 4, 1, 
+2023/6/29, 52, 20, 40, 4, 1, 1
+2023/6/30, 50, 25, 19, 3, 1, 1
+2023/7/1, 47, 16, 36, 1, , 
 2023/1/3, 16, 7, 24, 13, 1, 4
 2023/1/4, 25, 6, 24, 14, 1, 3
 2023/1/5, 18, 4, 25, 9, 1, 3
@@ -3350,6 +3554,11 @@ date, pm25, pm10, o3, no2, so2, co
 2014/3/30, 66, 23, 43, 2, 1, 
 2014/3/31, 48, 7, 45, 12, 2, 
 2014/4/1, 36, 14, 41, 15, 3, 
+2023/12/9, , 16, 32, 20, 2, 4
+2023/12/10, , 24, 20, 29, 7, 6
+2023/12/11, , 19, 20, 19, 12, 3
+2023/12/12, , 14, 28, 16, 4, 3
+2023/12/13, , 8, 24, 8, 7, 4
 2022/12/19, , 5, 30, 5, 1, 2
 2022/7/15, , 10, 20, 9, 1, 2
 2022/1/3, , 8, 27, 13, 2, 3
diff --git a/data/japan-aqi/nawamachi,-tokai, aichi, japan-air-quality.csv b/data/japan-aqi/nawamachi,-tokai, aichi, japan-air-quality.csv
index 6cee315d..b536c3bb 100644
--- a/data/japan-aqi/nawamachi,-tokai, aichi, japan-air-quality.csv	
+++ b/data/japan-aqi/nawamachi,-tokai, aichi, japan-air-quality.csv	
@@ -6,9 +6,16 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/6, 47, 16, 20, 22, 1, 4
 2023/12/7, 44, 20, 26, 17, 1, 4
 2023/12/8, 42, 36, 19, 23, 1, 4
-2023/12/9, 59, 36, 13, 26, 2, 5
-2023/12/10, 65, 33, 7, 20, , 7
-2023/12/11, 63, , , , , 
+2023/12/9, 59, 36, 13, 26, 1, 5
+2023/12/10, 65, 30, 21, 18, 2, 5
+2023/12/11, 61, 23, 28, 15, 2, 3
+2023/12/12, 51, 13, 28, 14, 4, 3
+2023/12/13, 28, 7, 26, 11, 4, 3
+2023/12/14, 17, 17, 11, 27, 3, 4
+2023/12/15, 45, 23, 4, 25, 1, 4
+2023/12/16, 47, 25, 24, 20, 2, 5
+2023/12/17, 42, 4, 30, 3, 4, 3
+2023/12/18, 11, , , , , 
 2023/11/2, 55, 29, 37, 25, 1, 5
 2023/11/3, 70, 35, 49, 17, 5, 6
 2023/11/4, 77, 37, 43, 17, 2, 5
diff --git a/data/japan-aqi/niigata-prefecture, japan-air-quality.csv b/data/japan-aqi/niigata-prefecture, japan-air-quality.csv
index f3c27d64..b9b3fb33 100644
--- a/data/japan-aqi/niigata-prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/niigata-prefecture, japan-air-quality.csv	
@@ -2,13 +2,20 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 7, 2, 31, 3, 6, 2
 2023/12/3, 7, 2, 37, 1, 1, 2
 2023/12/4, 9, 5, 32, 3, 1, 3
-2023/12/5, 12, 6, 21, 7, , 3
-2023/12/6, 16, 8, 26, 7, , 3
-2023/12/7, 25, 8, 38, 3, , 2
+2023/12/5, 12, 6, 21, 7, 1, 3
+2023/12/6, 16, 8, 26, 7, 1, 3
+2023/12/7, 25, 8, 38, 3, 1, 2
 2023/12/8, 25, 16, 33, 9, , 3
 2023/12/9, 45, 12, 34, 3, 1, 2
-2023/12/10, 39, , 24, 3, , 
-2023/12/11, 30, , , , , 
+2023/12/10, 39, 13, 33, 2, 1, 2
+2023/12/11, 40, 6, 32, 3, 1, 2
+2023/12/12, 15, 5, 34, 4, 1, 2
+2023/12/13, 17, 4, 36, 1, , 2
+2023/12/14, 13, 6, 31, 4, 1, 3
+2023/12/15, 17, 5, 32, 8, , 3
+2023/12/16, 18, 6, 34, 1, , 3
+2023/12/17, 17, , 35, , , 
+2023/12/18, 21, , , , , 
 2023/11/2, 26, 12, 38, 3, 1, 4
 2023/11/3, 46, 17, 49, 2, 1, 3
 2023/11/4, 54, 15, 31, 4, , 3
diff --git a/data/japan-aqi/nirenoki,-kumamoto, japan-air-quality.csv b/data/japan-aqi/nirenoki,-kumamoto, japan-air-quality.csv
index 9bf293d2..9904f93b 100644
--- a/data/japan-aqi/nirenoki,-kumamoto, japan-air-quality.csv	
+++ b/data/japan-aqi/nirenoki,-kumamoto, japan-air-quality.csv	
@@ -1,6 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 29, 11, 33, 9, 1, 2
-2023/12/3, 41, 15, 7, 13, , 
+2023/12/3, 41, 17, 31, 7, 1, 2
+2023/12/4, 57, 19, 34, 10, 2, 3
+2023/12/5, 56, 16, 17, 12, 2, 3
+2023/12/6, 50, 14, 27, 10, 2, 3
+2023/12/7, 52, 25, 32, 8, 1, 3
+2023/12/8, 63, 15, 30, 11, 2, 3
+2023/12/9, 39, 17, 25, 9, 3, 4
+2023/12/10, 50, 16, 28, 5, 7, 3
+2023/12/11, 48, 14, 17, 10, 10, 4
+2023/12/12, 39, 8, 26, 3, 20, 1
+2023/12/13, 27, 7, 27, 4, 21, 2
+2023/12/14, 26, 17, 9, 13, 20, 3
+2023/12/15, 58, 13, 28, 7, 20, 3
+2023/12/16, 44, 6, 27, 2, 20, 2
+2023/12/17, 25, 5, 26, 1, 21, 1
+2023/12/18, 22, , , , , 
 2023/11/2, 63, 18, 44, 10, 1, 2
 2023/11/3, 59, 22, 45, 8, 6, 1
 2023/11/4, 69, 28, 35, 6, 12, 1
@@ -29,7 +44,7 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/27, 46, 14, 35, 6, 1, 1
 2023/11/28, 52, 25, 36, 6, 1, 2
 2023/11/29, 64, 17, 32, 9, 1, 2
-2023/11/30, 54, 14, 29, 4, 1, 1
+2023/11/30, 52, 14, 29, 4, 1, 1
 2023/12/1, 48, 8, 26, 4, 1, 1
 2023/10/2, 52, 11, 37, 3, 1, 1
 2023/10/3, 32, 12, 37, 4, 2, 2
diff --git a/data/japan-aqi/nishihamasadacho,-matsue, shimane, japan-air-quality.csv b/data/japan-aqi/nishihamasadacho,-matsue, shimane, japan-air-quality.csv
index 18f36e48..68d1f6d2 100644
--- a/data/japan-aqi/nishihamasadacho,-matsue, shimane, japan-air-quality.csv	
+++ b/data/japan-aqi/nishihamasadacho,-matsue, shimane, japan-air-quality.csv	
@@ -3,11 +3,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/3, 15, 7, 31, 1, , 2
 2023/12/4, 34, 7, 26, 2, , 2
 2023/12/5, 27, 13, 15, 4, 1, 2
-2023/12/6, 54, 11, 30, 2, , 2
-2023/12/7, 38, 18, 38, 1, , 3
-2023/12/8, 51, 19, 28, 2, , 2
-2023/12/9, 57, 12, 33, 2, , 2
-2023/12/10, 36, 13, 11, 1, , 
+2023/12/6, 54, 11, 30, 2, 1, 2
+2023/12/7, 38, 18, 38, 1, 1, 2
+2023/12/8, 51, 19, 28, 2, 1, 2
+2023/12/9, 57, 12, 33, 2, 1, 2
+2023/12/10, 36, 16, 41, 1, 1, 2
+2023/12/11, 47, 13, 35, 1, , 2
+2023/12/12, 38, 4, 30, 1, , 
+2023/12/13, 10, 4, 30, 1, , 
+2023/12/14, 13, 8, 21, 3, 1, 2
+2023/12/15, 21, 6, 30, 1, , 
+2023/12/16, 15, 5, 32, 1, , 2
+2023/12/17, 36, 7, 34, , , 
+2023/12/18, 24, , , , , 
 2023/11/2, 23, 12, 43, 1, , 1
 2023/11/3, 28, 17, 48, 2, 2, 2
 2023/11/4, 55, 20, 25, 2, 1, 2
diff --git a/data/japan-aqi/nishimachi,-tottori-shi, tottori-ken, japan-air-quality.csv b/data/japan-aqi/nishimachi,-tottori-shi, tottori-ken, japan-air-quality.csv
index 8a2669e7..03617205 100644
--- a/data/japan-aqi/nishimachi,-tottori-shi, tottori-ken, japan-air-quality.csv	
+++ b/data/japan-aqi/nishimachi,-tottori-shi, tottori-ken, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 30, 16, 22, 2, 1, 3
 2023/12/8, 64, 16, 20, 2, 1, 2
 2023/12/9, 56, 14, 20, 1, 1, 2
-2023/12/10, 46, 13, 13, 1, , 
-2023/12/11, 46, , , , , 
+2023/12/10, 46, 15, 25, 1, 1, 2
+2023/12/11, 50, 11, 24, 1, , 
+2023/12/12, 32, 3, 22, 1, , 
+2023/12/13, 17, 3, 18, 2, , 2
+2023/12/14, 14, 8, 12, 4, , 2
+2023/12/15, 24, 14, 20, 1, , 2
+2023/12/16, 30, 11, 22, 1, , 3
+2023/12/17, 17, 17, 21, , , 2
+2023/12/18, 5, , , , , 
 2023/11/2, 37, 14, 31, 2, , 2
 2023/11/3, 56, 10, 36, 2, , 2
 2023/11/4, 58, 20, 30, 3, 1, 2
diff --git a/data/japan-aqi/nishisanjocho,-omura, nagasaki, japan-air-quality.csv b/data/japan-aqi/nishisanjocho,-omura, nagasaki, japan-air-quality.csv
index 12f50284..27fe26d0 100644
--- a/data/japan-aqi/nishisanjocho,-omura, nagasaki, japan-air-quality.csv	
+++ b/data/japan-aqi/nishisanjocho,-omura, nagasaki, japan-air-quality.csv	
@@ -1,7 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 16, 8, 32, 2, , 
-2023/12/3, 22, 9, 19, 1, , 
-2023/12/4, 27, , , , , 
+2023/12/3, 22, 12, 30, 2, , 
+2023/12/4, 41, 14, 31, 4, 1, 
+2023/12/5, 48, 11, 28, 4, 1, 
+2023/12/6, 36, 15, 32, 5, 1, 
+2023/12/7, 45, 19, 36, 3, 1, 
+2023/12/8, 45, 12, 29, 5, 1, 
+2023/12/9, 33, 14, 26, 2, 1, 
+2023/12/10, 42, 15, 27, 3, 2, 
+2023/12/11, 47, 11, 29, 3, 1, 
+2023/12/12, 34, 5, 24, 1, , 
+2023/12/13, 11, 7, 26, 4, 1, 
+2023/12/14, 21, 11, 24, 6, 1, 
+2023/12/15, 40, 8, 32, 1, , 
+2023/12/16, 19, 5, 30, 1, , 
+2023/12/17, 12, 5, 29, , , 
+2023/12/18, 9, , , , , 
 2023/11/2, 39, 11, 38, 2, , 
 2023/11/3, 33, 15, 36, 1, 1, 
 2023/11/4, 49, 22, 30, 2, 3, 
diff --git a/data/japan-aqi/nodomibun,-kashima, saga prefecture, japan-air-quality.csv b/data/japan-aqi/nodomibun,-kashima, saga prefecture, japan-air-quality.csv
index 6fc985f8..7066f9f6 100644
--- a/data/japan-aqi/nodomibun,-kashima, saga prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/nodomibun,-kashima, saga prefecture, japan-air-quality.csv	
@@ -1,9 +1,51 @@
 date, pm25, pm10, o3, no2, so2, co
-2023/11/2, 50, 13, 40, 2, , 
+2023/12/2, 22, 7, 33, 2, 1, 
+2023/12/3, 28, 12, 29, 3, 1, 
+2023/12/4, 47, 13, 32, 4, 1, 
+2023/12/5, 49, 11, 31, 4, 1, 
+2023/12/6, 41, 17, 16, 7, 1, 
+2023/12/7, 50, 18, 35, 3, 1, 
+2023/12/8, 36, 10, 22, 5, 1, 
+2023/12/9, 39, 14, 26, 4, 2, 
+2023/12/10, 50, 11, 28, 2, 1, 
+2023/12/11, 45, 11, 27, 4, 1, 
+2023/12/12, 43, 4, 27, 1, 3, 
+2023/12/13, 16, 5, 29, 2, 1, 
+2023/12/14, 22, 9, 15, 5, 1, 
+2023/12/15, 38, 9, 32, 3, , 
+2023/12/16, 33, 5, 32, 1, , 
+2023/12/17, 17, 4, 29, 1, , 
+2023/12/18, 24, , , , , 
+2023/11/2, 50, 13, 40, 2, 1, 
 2023/11/3, 46, 17, 40, 2, 1, 
 2023/11/4, 59, 22, 33, 2, 2, 
-2023/11/5, 69, 25, 10, 1, , 
-2023/11/6, 77, , , , , 
+2023/11/5, 69, 22, 36, 1, 1, 
+2023/11/6, 69, 9, 31, 1, 2, 
+2023/11/7, 36, 13, 33, 1, 1, 
+2023/11/8, 49, 10, 38, 2, 1, 
+2023/11/9, 41, 17, 33, 4, 1, 
+2023/11/10, 58, 15, 28, 2, 1, 
+2023/11/11, 52, 7, 31, 1, , 
+2023/11/12, 27, 7, 35, 1, 1, 
+2023/11/13, 31, 7, 33, 1, 1, 
+2023/11/14, 27, 7, 30, 3, 1, 
+2023/11/15, 28, 10, 35, 3, 1, 
+2023/11/16, 39, 12, 34, 5, 1, 
+2023/11/17, 45, 8, 28, 2, 1, 
+2023/11/18, 27, 7, 30, 1, 1, 
+2023/11/19, 24, 9, 33, 2, 1, 
+2023/11/20, 35, 14, 37, 3, 1, 
+2023/11/21, 47, 15, 35, 5, 2, 
+2023/11/22, 52, 22, 33, 4, 5, 
+2023/11/23, 69, 16, 60, 3, 1, 
+2023/11/24, 53, 14, 42, 2, 1, 
+2023/11/25, 40, 6, 24, 3, , 
+2023/11/26, 27, 9, 32, 2, 1, 
+2023/11/27, 32, 12, 28, 4, 1, 
+2023/11/28, 46, 19, 35, 2, 1, 
+2023/11/29, 60, 11, 26, 4, 1, 
+2023/11/30, 40, 12, 29, 2, 1, 
+2023/12/1, 41, 6, 29, 2, 2, 
 2023/10/2, 50, 10, 41, 2, 1, 
 2023/10/3, 38, 11, 36, 3, 1, 
 2023/10/4, 37, 12, 46, 2, 1, 
@@ -34,7 +76,7 @@ date, pm25, pm10, o3, no2, so2, co
 2023/10/29, 39, 7, 35, 1, 1, 
 2023/10/30, 25, 6, 36, 2, 1, 
 2023/10/31, 25, 6, 29, 3, 1, 
-2023/11/1, 27, 13, 41, 2, , 
+2023/11/1, 27, 13, 41, 2, 1, 
 2023/7/2, 18, 8, 34, 1, 1, 
 2023/7/3, 18, 6, 44, 2, 1, 
 2023/7/4, 14, 11, 31, 1, 1, 
diff --git a/data/japan-aqi/noguchihara,-beppu, oita prefecture, japan-air-quality.csv b/data/japan-aqi/noguchihara,-beppu, oita prefecture, japan-air-quality.csv
index c1683875..39591368 100644
--- a/data/japan-aqi/noguchihara,-beppu, oita prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/noguchihara,-beppu, oita prefecture, japan-air-quality.csv	
@@ -1,4 +1,51 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 19, 6, 30, 2, 1, 3
+2023/12/3, 18, 12, 31, 2, 1, 3
+2023/12/4, 29, 15, 35, 5, 3, 4
+2023/12/5, 34, 14, 22, 9, 2, 4
+2023/12/6, 34, 11, 34, 6, 3, 4
+2023/12/7, 29, 16, 36, 4, 1, 3
+2023/12/8, 34, 13, 24, 10, 8, 3
+2023/12/9, 33, 11, 22, 8, 8, 3
+2023/12/10, 25, 11, 27, 5, 5, 3
+2023/12/11, 31, 11, 21, 8, 3, 4
+2023/12/12, 32, 4, 27, 3, 1, 2
+2023/12/13, 17, 5, 29, 4, 3, 3
+2023/12/14, 23, 9, 13, 11, 2, 4
+2023/12/15, 26, 8, 25, 7, 3, 3
+2023/12/16, 30, 3, 30, 1, 1, 3
+2023/12/17, 20, 4, 29, , , 
+2023/12/18, 22, , , , , 
+2023/11/2, 39, 17, 40, 7, 5, 4
+2023/11/3, 37, 21, 43, 7, 7, 4
+2023/11/4, 51, 22, 38, 5, 7, 3
+2023/11/5, 56, 17, 41, 3, 2, 2
+2023/11/6, 40, 6, 28, 3, 2, 3
+2023/11/7, 22, 12, 33, 2, 1, 3
+2023/11/8, 27, 11, 40, 3, 2, 4
+2023/11/9, 29, 15, 26, 9, 3, 3
+2023/11/10, 32, 10, 34, 3, 1, 2
+2023/11/11, 26, 7, 32, 1, 1, 2
+2023/11/12, 22, 6, 36, 1, 1, 2
+2023/11/13, 20, 5, 32, 1, , 2
+2023/11/14, 15, 5, 34, 2, 1, 3
+2023/11/15, 18, 9, 32, 2, 1, 3
+2023/11/16, 27, 13, 29, 8, 4, 4
+2023/11/17, 33, 7, 35, 1, 1, 3
+2023/11/18, 20, 6, 34, 1, 1, 3
+2023/11/19, 25, 10, 34, 2, 3, 3
+2023/11/20, 33, 14, 40, 3, 2, 4
+2023/11/21, 45, 15, 28, 8, 6, 5
+2023/11/22, 36, 24, 31, 8, 9, 5
+2023/11/23, 60, 15, 37, 4, 5, 3
+2023/11/24, 45, 14, 41, 1, 1, 2
+2023/11/25, 40, 6, 32, 1, 1, 2
+2023/11/26, 18, 10, 31, 5, 5, 3
+2023/11/27, 26, 13, 32, 6, 3, 3
+2023/11/28, 36, 19, 37, 1, 1, 3
+2023/11/29, 45, 11, 30, 4, 1, 4
+2023/11/30, 29, 11, 28, 3, 1, 3
+2023/12/1, 27, 6, 26, 2, 1, 3
 2023/10/2, 41, 8, 36, 2, 2, 2
 2023/10/3, 29, 7, 37, 2, 3, 2
 2023/10/4, 19, 13, 45, 4, 3, 3
@@ -19,8 +66,17 @@ date, pm25, pm10, o3, no2, so2, co
 2023/10/19, 49, 31, 50, 3, 17, 4
 2023/10/20, 72, 10, 33, 3, 4, 3
 2023/10/21, 26, 6, 31, 1, , 2
-2023/10/22, 16, 8, 29, 1, , 
-2023/10/23, 18, , , , , 
+2023/10/22, 16, 10, 39, 2, 5, 4
+2023/10/23, 31, 12, 48, 3, 5, 3
+2023/10/24, 36, 16, 49, 3, 4, 3
+2023/10/25, 48, 11, 49, 3, 2, 3
+2023/10/26, 35, 14, 51, 4, 3, 3
+2023/10/27, 38, 17, 50, 4, 2, 3
+2023/10/28, 34, 10, 38, 2, , 2
+2023/10/29, 33, 7, 33, 1, , 2
+2023/10/30, 25, 6, 30, 3, , 2
+2023/10/31, 16, 9, 38, 3, 2, 3
+2023/11/1, 19, 15, 47, 7, 8, 5
 2023/7/2, 16, 17, 41, 4, 3, 2
 2023/7/3, 31, 8, 53, 2, 1, 1
 2023/7/4, 20, 15, 46, 3, 4, 2
diff --git a/data/japan-aqi/numatacho-oaza tomo, hiroshima prefecture, japan-air-quality.csv b/data/japan-aqi/numatacho-oaza tomo, hiroshima prefecture, japan-air-quality.csv
index 968be61e..b78be42d 100644
--- a/data/japan-aqi/numatacho-oaza tomo, hiroshima prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/numatacho-oaza tomo, hiroshima prefecture, japan-air-quality.csv	
@@ -1,5 +1,82 @@
 date, pm25, pm10, o3, no2, so2, co
-2023/10/2, 24, , , , , 
+2023/12/2, 27, 7, 30, 6, 2, 3
+2023/12/3, 21, 12, 30, 9, 1, 3
+2023/12/4, 33, 12, 27, 10, 1, 3
+2023/12/5, 25, 13, 13, 7, 1, 3
+2023/12/6, 21, 13, 15, 11, 1, 4
+2023/12/7, 32, 22, 30, 11, 1, 3
+2023/12/8, 48, 28, 24, 11, 1, 3
+2023/12/9, 37, 21, 22, 13, 2, 4
+2023/12/10, 37, 15, 25, 6, 2, 3
+2023/12/11, 32, 18, 17, 9, 2, 4
+2023/12/12, 41, 5, 28, 5, , 3
+2023/12/13, 15, 6, 25, 7, , 3
+2023/12/14, 20, 9, 17, 8, 1, 5
+2023/12/15, 18, 14, 5, 17, 1, 8
+2023/12/16, 29, 7, 30, 4, 1, 3
+2023/12/17, 27, 4, 29, , , 
+2023/12/18, 36, , , , , 
+2023/11/2, 29, 19, 37, 11, 1, 3
+2023/11/3, 46, 20, 50, 5, 1, 3
+2023/11/4, 47, 21, 30, 6, 1, 3
+2023/11/5, 50, 25, 47, 4, 2, 4
+2023/11/6, 57, 19, 26, 7, 1, 4
+2023/11/7, 37, 14, 33, 2, 1, 2
+2023/11/8, 41, 10, 34, 5, , 3
+2023/11/9, 24, 15, 34, 7, 1, 3
+2023/11/10, 38, 16, 29, 9, 1, 4
+2023/11/11, 31, 8, 27, 3, 1, 2
+2023/11/12, 23, 7, 28, 1, , 2
+2023/11/13, 25, 4, 27, 5, 1, 2
+2023/11/14, 21, 7, 25, 8, 1, 3
+2023/11/15, 26, 9, 29, 5, 1, 3
+2023/11/16, 23, 12, 24, 8, 1, 4
+2023/11/17, 20, 6, 30, 5, 1, 3
+2023/11/18, 26, 6, 25, 4, , 2
+2023/11/19, 23, 10, 31, 5, 1, 3
+2023/11/20, 24, 12, 30, 8, 1, 3
+2023/11/21, 34, 11, 23, 8, 1, 3
+2023/11/22, 24, 18, 30, 9, 2, 4
+2023/11/23, 50, 20, 32, 8, 1, 3
+2023/11/24, 46, 14, 34, 4, 1, 3
+2023/11/25, 38, 6, 30, 8, 2, 2
+2023/11/26, 28, 7, 27, 3, 1, 3
+2023/11/27, 31, 12, 17, 9, 1, 4
+2023/11/28, 40, 17, 31, 9, 1, 4
+2023/11/29, 38, 16, 27, 14, 2, 3
+2023/11/30, 34, 10, 29, 7, 1, 3
+2023/12/1, 25, 7, 27, 7, 1, 2
+2023/10/2, 35, 9, 34, 1, 1, 2
+2023/10/3, 20, 9, 29, 2, 1, 3
+2023/10/4, 21, 11, 39, 3, 1, 2
+2023/10/5, 29, 10, 33, 3, 1, 2
+2023/10/6, 18, 9, 31, 6, 1, 2
+2023/10/7, 21, 9, 31, 2, 1, 2
+2023/10/8, 28, 9, 23, 1, 1, 3
+2023/10/9, 33, 6, 23, 1, 1, 2
+2023/10/10, 23, 8, 38, 2, 1, 3
+2023/10/11, 28, 11, 35, 4, 1, 2
+2023/10/12, 33, 9, 34, 1, 1, 2
+2023/10/13, 27, 7, 32, 2, 1, 3
+2023/10/14, 25, 11, 35, 3, 1, 3
+2023/10/15, 30, 12, 45, 3, 1, 3
+2023/10/16, 30, 14, 44, 5, 1, 3
+2023/10/17, 44, 15, 44, 5, 1, 3
+2023/10/18, 39, 17, 47, 5, 1, 3
+2023/10/19, 37, 25, 44, 7, 12, 3
+2023/10/20, 68, 18, 28, 9, 1, 3
+2023/10/21, 49, 8, 31, 6, 1, 3
+2023/10/22, 28, 10, 39, 3, 1, 3
+2023/10/23, 26, 11, 39, 6, 1, 3
+2023/10/24, 31, 14, 42, 6, 2, 3
+2023/10/25, 37, 13, 43, 7, 2, 3
+2023/10/26, 32, 16, 48, 7, 1, 3
+2023/10/27, 42, 17, 36, 7, 1, 3
+2023/10/28, 41, 9, 33, 5, 1, 3
+2023/10/29, 24, 7, 32, 3, 1, 2
+2023/10/30, 33, 7, 29, 4, 1, 2
+2023/10/31, 26, 9, 36, 5, 1, 3
+2023/11/1, 30, 15, 42, 8, 1, 3
 2023/7/2, 23, 14, 41, 2, 1, 2
 2023/7/3, 32, 16, 36, 5, 1, 2
 2023/7/4, 25, 14, 44, 4, 1, 2
@@ -89,9 +166,9 @@ date, pm25, pm10, o3, no2, so2, co
 2023/9/26, 33, 14, 37, 6, 1, 3
 2023/9/27, 30, 17, 37, 7, 1, 2
 2023/9/28, 31, 11, 31, 5, 1, 3
-2023/9/29, 30, 12, 44, 3, , 3
-2023/9/30, 36, 17, 49, 2, 4, 3
-2023/10/1, 42, 10, 13, 1, , 
+2023/9/29, 30, 12, 44, 3, 1, 3
+2023/9/30, 36, 17, 49, 2, 3, 3
+2023/10/1, 42, 14, 44, 1, 1, 3
 2023/4/2, 47, 14, 45, 3, 1, 3
 2023/4/3, 39, 12, 53, 5, 1, 3
 2023/4/4, 40, 16, 50, 10, 1, 3
diff --git a/data/japan-aqi/ohashi,-fukuoka, japan-air-quality.csv b/data/japan-aqi/ohashi,-fukuoka, japan-air-quality.csv
index d5448ebb..ba36515d 100644
--- a/data/japan-aqi/ohashi,-fukuoka, japan-air-quality.csv	
+++ b/data/japan-aqi/ohashi,-fukuoka, japan-air-quality.csv	
@@ -1,7 +1,21 @@
 date, pm25, pm10, o3, no2, so2
 2023/12/2, 29, 9, 31, 6, 1
-2023/12/3, 29, 12, 21, 3, 
-2023/12/4, 47, , , , 
+2023/12/3, 29, 16, 31, 4, 1
+2023/12/4, 54, 17, 29, 8, 1
+2023/12/5, 56, 17, 21, 16, 2
+2023/12/6, 56, 18, 28, 9, 1
+2023/12/7, 60, 25, 36, 5, 1
+2023/12/8, 62, 15, 25, 10, 1
+2023/12/9, 41, 16, 26, 4, 2
+2023/12/10, 42, 15, 29, 5, 1
+2023/12/11, 45, 11, 16, 6, 1
+2023/12/12, 35, 7, 26, 7, 
+2023/12/13, 11, 6, 22, 7, 1
+2023/12/14, 18, 11, 18, 12, 1
+2023/12/15, 33, 9, 24, 3, 1
+2023/12/16, 21, 8, 31, 2, 
+2023/12/17, 19, 6, 28, 1, 
+2023/12/18, 17, , , , 
 2023/11/2, 59, 16, 37, 8, 1
 2023/11/3, 51, 21, 39, 5, 1
 2023/11/4, 63, 23, 27, 7, 3
diff --git a/data/japan-aqi/ojicho,-chiba, japan-air-quality.csv b/data/japan-aqi/ojicho,-chiba, japan-air-quality.csv
index c0a40e97..13547816 100644
--- a/data/japan-aqi/ojicho,-chiba, japan-air-quality.csv	
+++ b/data/japan-aqi/ojicho,-chiba, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 32, 11, 39, 3, 1, 
 2023/12/8, 29, 13, 27, 11, 4, 
 2023/12/9, 36, 20, 28, 12, 3, 
-2023/12/10, 37, 24, 3, 9, 1, 
-2023/12/11, 32, , , , , 
+2023/12/10, 37, 28, 41, 9, 1, 
+2023/12/11, 47, 25, 27, 6, 1, 
+2023/12/12, 42, 11, 26, 6, 1, 
+2023/12/13, 26, 7, 28, 5, , 
+2023/12/14, 35, 15, 24, 9, 2, 
+2023/12/15, 38, 17, 32, 12, 4, 
+2023/12/16, 32, 17, 32, 3, 1, 
+2023/12/17, 37, 10, 30, 1, 1, 
+2023/12/18, 32, , , , , 
 2023/11/2, 29, 18, 44, 5, 1, 
 2023/11/3, 38, 26, 66, 6, 2, 
 2023/11/4, 62, 21, 46, 2, 1, 
diff --git a/data/japan-aqi/omachi,-hyogo prefecture, japan-air-quality.csv b/data/japan-aqi/omachi,-hyogo prefecture, japan-air-quality.csv
index fd50bd68..21fbbac1 100644
--- a/data/japan-aqi/omachi,-hyogo prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/omachi,-hyogo prefecture, japan-air-quality.csv	
@@ -1,7 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 25, 7, 26, 10, 2, 3
-2023/12/3, 34, 7, 17, 9, , 2
-2023/12/4, 32, , , , , 
+2023/12/3, 34, 8, 29, 9, 1, 3
+2023/12/4, 38, 8, 24, 20, 1, 4
+2023/12/5, 36, 14, 9, 28, 1, 4
+2023/12/6, 54, 14, 23, 17, 2, 5
+2023/12/7, 57, 17, 33, 15, 1, 4
+2023/12/8, 58, 24, 19, 24, 1, 4
+2023/12/9, 67, 22, 14, 29, 2, 4
+2023/12/10, 64, 25, 31, 18, 3, 5
+2023/12/11, 73, 16, 29, 12, 1, 2
+2023/12/12, 54, 9, 29, 12, , 2
+2023/12/13, 33, 4, 30, 6, , 2
+2023/12/14, 21, 9, 16, 22, , 3
+2023/12/15, 40, 15, 30, 20, , 3
+2023/12/16, 48, 10, 32, 6, , 3
+2023/12/17, 34, , 32, 1, , 
+2023/12/18, 21, , , , , 
 2023/11/2, 56, 21, 42, 22, 3, 4
 2023/11/3, 66, 25, 49, 17, 2, 4
 2023/11/4, 72, 30, 41, 20, 2, 5
diff --git a/data/japan-aqi/onomachi,-ichikawa, chiba, japan-air-quality.csv b/data/japan-aqi/onomachi,-ichikawa, chiba, japan-air-quality.csv
index 0debc85e..af906e58 100644
--- a/data/japan-aqi/onomachi,-ichikawa, chiba, japan-air-quality.csv	
+++ b/data/japan-aqi/onomachi,-ichikawa, chiba, japan-air-quality.csv	
@@ -1,58 +1,265 @@
 date, pm25, pm10, o3, no2, so2, co
-2023/3/2, 47, 10, 36, 6, 1, 2
-2023/3/3, 29, 7, 32, 10, 1, 2
-2023/3/4, 30, 13, 41, 10, 1, 3
-2023/3/5, 44, 11, 36, 3, 1, 2
-2023/3/6, 39, 11, 34, 10, , 3
-2023/3/7, 43, 16, 40, 23, 1, 4
-2023/3/8, 57, 21, 47, 23, 1, 3
-2023/3/9, 65, 28, 50, 22, 2, 4
-2023/3/10, 74, 19, 40, 8, 1, 3
-2023/3/11, 58, 16, 42, 8, 1, 3
-2023/3/12, 49, 13, 41, 7, 1, 2
-2023/3/13, 42, 16, 37, 9, 1, 2
-2023/3/14, 40, 7, 35, 4, 1, 3
-2023/3/15, 21, 13, 39, 10, 1, 2
-2023/3/16, 43, 16, 40, 14, 1, 3
-2023/3/17, 49, 15, 33, 12, 1, 2
-2023/3/18, 45, 7, 28, 5, , 2
-2023/3/19, 21, 7, 39, 4, 1, 2
-2023/3/20, 22, 11, 41, 11, 1, 3
-2023/3/21, 36, 15, 33, 16, 2, 3
-2023/3/22, 47, 17, 39, 13, 1, 3
-2023/3/23, 46, 13, 28, 7, 1, 2
-2023/3/24, 35, 9, 28, 9, 1, 3
-2023/3/25, 26, 35, 34, 3, , 2
-2023/3/26, 72, 38, 27, 3, , 
-2023/3/27, 76, , , , , 
-2023/2/2, 48, 6, 32, 6, 1, 2
-2023/2/3, 22, 10, 27, 9, 1, 3
-2023/2/4, 41, 12, 30, 13, 1, 3
-2023/2/5, 50, 10, 35, 9, 1, 3
-2023/2/6, 38, 11, 31, 22, 2, 4
-2023/2/7, 42, 15, 38, 15, 1, 3
-2023/2/8, 56, 18, 40, 7, 1, 3
-2023/2/9, 61, 8, 31, 7, , 2
-2023/2/10, 30, 9, 23, 14, 1, 2
-2023/2/11, 44, 4, 35, 4, , 2
-2023/2/12, 18, 11, 29, 14, 1, 3
-2023/2/13, 44, 10, 28, 10, , 2
-2023/2/14, 39, 5, 33, 5, , 2
-2023/2/15, 18, 3, 32, 3, 1, 2
-2023/2/16, 16, 7, 31, 11, 1, 2
-2023/2/17, 31, 12, 31, 19, 1, 4
-2023/2/18, 50, 18, 40, 25, 1, 5
-2023/2/19, 69, 20, 40, 15, 1, 4
-2023/2/20, 64, 7, 39, 5, 1, 2
-2023/2/21, 30, 6, 36, 3, , 2
-2023/2/22, 23, 8, 32, 11, 1, 3
-2023/2/23, 36, 15, 30, 15, 1, 4
-2023/2/24, 56, 15, 27, 14, 1, 3
-2023/2/25, 55, 7, 36, 7, , 2
-2023/2/26, 31, 6, 35, 2, 1, 
-2023/2/27, 20, 9, 34, 9, 1, 2
-2023/2/28, 33, 12, 38, 17, 1, 3
-2023/3/1, 43, 14, 37, 13, 1, 3
+2023/12/2, 28, 12, 24, 15, 1, 3
+2023/12/3, 47, 9, 30, 9, 1, 3
+2023/12/4, 34, 8, 28, 17, 2, 3
+2023/12/5, 30, 17, 10, 27, 1, 4
+2023/12/6, 63, 10, 29, 17, 1, 3
+2023/12/7, 38, 11, 32, 17, 1, 3
+2023/12/8, 41, 10, 25, 19, 1, 4
+2023/12/9, 39, 20, 26, 25, 1, 4
+2023/12/10, 66, 22, 35, 18, 1, 5
+2023/12/11, 71, 19, 28, 10, 1, 3
+2023/12/12, 59, 11, 23, 11, , 2
+2023/12/13, 45, 4, 30, 8, 1, 2
+2023/12/14, 18, 11, 22, 15, 1, 2
+2023/12/15, 43, 13, 29, 21, , 3
+2023/12/16, 51, 14, 25, 13, 1, 3
+2023/12/17, 48, 6, 31, 3, , 2
+2023/12/18, 25, , , , , 
+2023/11/2, 54, 24, 46, 16, 1, 4
+2023/11/3, 75, 27, 71, 13, 1, 4
+2023/11/4, 77, 26, 47, 14, 1, 4
+2023/11/5, 77, 21, 37, 4, 1, 3
+2023/11/6, 60, 12, 28, 8, 1, 2
+2023/11/7, 37, 15, 30, 4, 1, 1
+2023/11/8, 36, 12, 34, 8, 1, 2
+2023/11/9, 33, 13, 35, 12, 1, 3
+2023/11/10, 46, 22, 10, 21, 1, 3
+2023/11/11, 71, 7, 26, 6, , 2
+2023/11/12, 24, 10, 21, 4, 1, 2
+2023/11/13, 38, 4, 30, 3, 1, 2
+2023/11/14, 15, 7, 28, 16, 1, 3
+2023/11/15, 28, 10, 20, 14, 1, 2
+2023/11/16, 38, 13, 27, 13, 1, 2
+2023/11/17, 56, 9, 30, 16, , 3
+2023/11/18, 27, 5, 28, 7, , 2
+2023/11/19, 18, 7, 25, 14, 1, 3
+2023/11/20, 27, 8, 31, 14, 1, 3
+2023/11/21, 28, 13, 23, 20, 3, 6
+2023/11/22, 44, 18, 24, 28, 1, 6
+2023/11/23, 60, 17, 33, 20, 1, 3
+2023/11/24, 58, 20, 34, 20, 1, 3
+2023/11/25, 60, 3, 30, 3, 1, 2
+2023/11/26, 13, 8, 21, 5, , 2
+2023/11/27, 38, 13, 19, 19, 1, 4
+2023/11/28, 52, 14, 32, 19, 1, 4
+2023/11/29, 50, 8, 22, 16, 1, 3
+2023/11/30, 29, 6, 29, 13, 1, 3
+2023/12/1, 25, 7, 23, 12, 1, 3
+2023/10/2, 43, 10, 40, 3, 1, 2
+2023/10/3, 31, 10, 47, 6, 1, 2
+2023/10/4, 36, 10, 32, 7, 1, 2
+2023/10/5, 38, 9, 33, 10, 1, 2
+2023/10/6, 34, 7, 34, 3, 1, 3
+2023/10/7, 25, 9, 35, 5, 1, 2
+2023/10/8, 37, 9, 30, 4, 1, 2
+2023/10/9, 37, 5, 20, 3, 1, 2
+2023/10/10, 20, 5, 30, 9, 1, 2
+2023/10/11, 21, 8, 37, 3, 1, 2
+2023/10/12, 30, 11, 37, 5, 1, 3
+2023/10/13, 40, 10, 38, 7, , 2
+2023/10/14, 36, 14, 46, 12, 1, 3
+2023/10/15, 51, 13, 29, 10, 1, 3
+2023/10/16, 48, 9, 49, 16, 1, 4
+2023/10/17, 37, 11, 40, 9, 1, 3
+2023/10/18, 35, 11, 37, 8, 1, 2
+2023/10/19, 39, 14, 41, 13, 1, 3
+2023/10/20, 50, 17, 37, 10, 1, 3
+2023/10/21, 55, 6, 31, 3, , 2
+2023/10/22, 22, 5, 35, 3, 1, 3
+2023/10/23, 19, 11, 36, 10, 1, 3
+2023/10/24, 44, 12, 37, 10, 1, 2
+2023/10/25, 46, 15, 34, 10, 1, 2
+2023/10/26, 49, 12, 41, 11, 1, 2
+2023/10/27, 42, 17, 48, 15, 2, 3
+2023/10/28, 56, 15, 45, 9, 1, 2
+2023/10/29, 54, 6, 31, 4, 1, 2
+2023/10/30, 23, 7, 37, 5, 1, 2
+2023/10/31, 26, 15, 34, 16, 1, 3
+2023/11/1, 52, 16, 39, 18, 1, 3
+2023/7/2, 32, 13, 58, 4, 1, 2
+2023/7/3, 23, 30, 70, 9, 1, 3
+2023/7/4, 48, 30, 41, 3, 1, 2
+2023/7/5, 43, 16, 40, 7, 1, 2
+2023/7/6, 29, 17, 34, 6, 1, 2
+2023/7/7, 25, 33, 66, 10, 1, 3
+2023/7/8, 49, 28, 33, 6, 1, 1
+2023/7/9, 48, 28, 18, 6, , 1
+2023/7/10, 51, 33, 32, 9, 1, 1
+2023/7/11, 56, 24, 68, 8, 2, 3
+2023/7/12, 46, 26, 38, 11, 1, 2
+2023/7/13, 48, 16, 28, 15, 1, 2
+2023/7/14, 32, 22, 60, 9, 2, 2
+2023/7/15, 40, 18, 15, 8, , 1
+2023/7/16, 27, 21, 25, 8, 2, 2
+2023/7/17, 34, 18, 31, 7, 1, 2
+2023/7/18, 35, 30, 54, 11, 1, 2
+2023/7/19, 47, 25, 45, 10, 1, 2
+2023/7/20, 47, 16, 35, 4, 1, 2
+2023/7/21, 30, 17, 32, 2, 1, 2
+2023/7/22, 38, 10, 30, 1, 1, 2
+2023/7/23, 30, 13, 44, 3, 2, 2
+2023/7/24, 33, 13, 41, 6, 2, 2
+2023/7/25, 28, 17, 82, 11, 2, 2
+2023/7/26, 37, 19, 93, 11, 2, 2
+2023/7/27, 44, 16, 50, 8, 2, 2
+2023/7/28, 38, 12, 35, 9, 1, 1
+2023/7/29, 27, 12, 30, 6, 1, 1
+2023/7/30, 22, 12, 29, 5, 1, 1
+2023/7/31, 23, 11, 17, 5, 1, 1
+2023/8/1, 20, 11, 27, 13, 1, 2
+2023/8/2, 21, 11, 18, 8, 1, 1
+2023/8/3, 21, 11, 11, 6, 1, 1
+2023/8/4, 21, 17, 32, 9, 1, 2
+2023/8/5, 37, 14, 19, 7, 1, 1
+2023/8/6, 25, 15, 15, 4, 1, 2
+2023/8/7, 34, 10, 21, 5, 1, 2
+2023/8/8, 21, 9, 23, 3, 1, 1
+2023/8/9, 18, 15, 10, 4, 1, 2
+2023/8/10, 23, 19, 16, 2, , 1
+2023/8/11, 34, 14, 16, 2, , 1
+2023/8/12, 27, 15, 25, 2, 1, 1
+2023/8/13, 24, 11, 12, 1, , 1
+2023/8/14, 22, 19, 9, 1, , 1
+2023/8/15, 32, 27, 26, 2, 1, 1
+2023/8/16, 50, 26, 22, 4, 1, 2
+2023/8/17, 55, 18, 23, 6, 1, 2
+2023/8/18, 35, 15, 23, 7, 1, 2
+2023/8/19, 34, 18, 36, 5, 1, 2
+2023/8/20, 43, 19, 39, 4, 1, 2
+2023/8/21, 41, 8, 21, 3, 1, 1
+2023/8/22, 19, 10, 12, 3, , 2
+2023/8/23, 16, 10, 12, 4, 1, 1
+2023/8/24, 20, 10, 11, 4, 1, 2
+2023/8/25, 18, 7, 9, 4, 1, 1
+2023/8/26, 15, 8, 16, 3, 1, 2
+2023/8/27, 18, 8, 20, 1, , 1
+2023/8/28, 19, 12, 40, 9, 1, 3
+2023/8/29, 29, 12, 33, 7, 1, 2
+2023/8/30, 25, 11, 15, 5, 1, 2
+2023/8/31, 21, 14, 16, 4, 1, 2
+2023/9/1, 26, 14, 15, 4, 1, 2
+2023/9/2, 23, 11, 23, 5, 1, 1
+2023/9/3, 23, 14, 26, 3, 1, 2
+2023/9/4, 27, 8, 13, 4, 1, 1
+2023/9/5, 18, 12, 20, 7, 1, 2
+2023/9/6, 27, 11, 16, 8, 1, 1
+2023/9/7, 24, 14, 30, 5, 1, 1
+2023/9/8, 31, 13, 31, 2, , 1
+2023/9/9, 26, 11, 36, 7, 1, 3
+2023/9/10, 29, 15, 23, 6, 1, 2
+2023/9/11, 34, 12, 23, 8, 1, 2
+2023/9/12, 25, 15, 36, 5, 1, 2
+2023/9/13, 31, 14, 47, 6, 1, 3
+2023/9/14, 36, 9, 19, 7, 1, 2
+2023/9/15, 24, 13, 42, 7, 1, 2
+2023/9/16, 33, 16, 55, 5, 1, 3
+2023/9/17, 40, 13, 29, 7, 1, 3
+2023/9/18, 34, 9, 14, 3, 1, 2
+2023/9/19, 20, 11, 18, 6, 1, 2
+2023/9/20, 31, 17, 48, 7, 1, 2
+2023/9/21, 45, 18, 18, 5, 1, 2
+2023/9/22, 39, 11, 26, 8, 1, 2
+2023/9/23, 27, 5, 31, 1, 1, 2
+2023/9/24, 17, 8, 36, 1, 1, 2
+2023/9/25, 30, 10, 38, 3, 1, 2
+2023/9/26, 32, 14, 42, 8, 1, 2
+2023/9/27, 45, 15, 46, 8, 1, 3
+2023/9/28, 42, 22, 49, 9, 1, 2
+2023/9/29, 51, 15, 36, 3, 1, 2
+2023/9/30, 31, 12, 39, 5, 1, 2
+2023/10/1, 32, 15, 31, 3, 1, 2
+2023/4/2, 54, 15, 45, 2, 1, 2
+2023/4/3, 46, 10, 43, 3, 1, 
+2023/4/4, 32, 12, 50, 9, 2, 3
+2023/4/5, 39, 15, 51, 15, 1, 3
+2023/4/6, 47, 12, 40, 5, 1, 2
+2023/4/7, 34, 18, 36, 4, 1, 3
+2023/4/8, 49, 9, 40, 3, 1, 2
+2023/4/9, 25, 13, 46, 5, 1, 3
+2023/4/10, 42, 15, 47, 10, 1, 3
+2023/4/11, 49, 17, 45, 10, 1, 2
+2023/4/12, 51, 16, 39, 5, 1, 2
+2023/4/13, 43, 30, 44, 4, 1, 2
+2023/4/14, 65, 33, 43, 9, , 2
+2023/4/15, 72, 15, 34, 9, 1, 2
+2023/4/16, 40, 8, 41, 4, , 3
+2023/4/17, 24, 13, 43, 4, 1, 2
+2023/4/18, 36, 19, 39, 9, 1, 2
+2023/4/19, 58, 25, 49, 10, 1, 3
+2023/4/20, 67, 30, 59, 7, 1, 3
+2023/4/21, 70, 22, 46, 10, 1, 2
+2023/4/22, 56, 33, 41, 4, 1, 3
+2023/4/23, 74, 16, 47, 4, 1, 2
+2023/4/24, 51, 12, 44, 5, 1, 3
+2023/4/25, 47, 15, 44, 6, 2, 2
+2023/4/26, 52, 12, 36, 8, 4, 2
+2023/4/27, 32, 8, 59, 4, 1, 2
+2023/4/28, 28, 11, 57, 7, 1, 2
+2023/4/29, 37, 12, 46, 3, 1, 3
+2023/4/30, 36, 13, 33, 5, , 2
+2023/5/1, 35, 18, 46, 4, 1, 2
+2023/5/2, 54, 10, 45, 3, 1, 2
+2023/5/3, 34, 13, 55, 6, 2, 3
+2023/5/4, 45, 16, 51, 6, 1, 3
+2023/5/5, 50, 14, 44, 4, 1, 2
+2023/5/6, 40, 17, 38, 2, 1, 1
+2023/5/7, 47, 10, 35, 2, 1, 1
+2023/5/8, 33, 5, 35, 3, , 
+2023/5/9, 18, 10, 43, 4, 1, 3
+2023/5/10, 35, 14, 56, 9, 1, 2
+2023/5/11, 51, 13, 48, 7, 1, 2
+2023/5/12, 45, 12, 44, 8, 1, 2
+2023/5/13, 42, 10, 39, 6, 1, 2
+2023/5/14, 39, 10, 40, 4, 1, 2
+2023/5/15, 35, 11, 38, 7, 1, 2
+2023/5/16, 38, 11, 53, 7, 1, 3
+2023/5/17, 41, 18, 66, 14, 1, 3
+2023/5/18, 54, 33, 93, 15, 1, 3
+2023/5/19, 80, 12, 35, 7, 1, 2
+2023/5/20, 41, 8, 41, 1, , 1
+2023/5/21, 28, 11, 44, 3, 1, 2
+2023/5/22, 41, 20, 54, 6, 1, 2
+2023/5/23, 60, 27, 37, 4, , 2
+2023/5/24, 72, 10, 37, 4, , 2
+2023/5/25, 36, 10, 40, 7, 1, 2
+2023/5/26, 41, 10, 39, 5, 1, 2
+2023/5/27, 36, 11, 45, 6, 1, 2
+2023/5/28, 39, 14, 37, 4, 1, 2
+2023/5/29, 42, 19, 25, 12, 1, 3
+2023/5/30, 52, 11, 38, 12, 1, 3
+2023/5/31, 38, 10, 34, 4, 1, 2
+2023/6/1, 33, 8, 39, 5, 1, 3
+2023/6/2, 32, 14, 24, 5, 1, 1
+2023/6/3, 29, 9, 45, 5, , 2
+2023/6/4, 31, 13, 44, 7, 1, 2
+2023/6/5, 42, 16, 57, 12, 1, 3
+2023/6/6, 54, 19, 50, 14, 1, 3
+2023/6/7, 60, 12, 65, 5, 2, 2
+2023/6/8, 42, 15, 47, 9, 1, 3
+2023/6/9, 49, 7, 34, 10, , 3
+2023/6/10, 24, 13, 41, 7, 1, 2
+2023/6/11, 39, 13, 41, 4, 1, 3
+2023/6/12, 40, 11, 30, 4, , 2
+2023/6/13, 40, 10, 43, 4, 1, 2
+2023/6/14, 32, 10, 36, 7, 1, 1
+2023/6/15, 30, 9, 34, 3, 1, 1
+2023/6/16, 29, 6, 56, 5, 1, 2
+2023/6/17, 24, 12, 68, 8, 1, 2
+2023/6/18, 45, 22, 65, 11, 1, 3
+2023/6/19, 64, 16, 51, 2, 1, 2
+2023/6/20, 50, 11, 36, 3, 1, 2
+2023/6/21, 38, 11, 40, 5, 1, 2
+2023/6/22, 40, 9, 29, 6, 1, 2
+2023/6/23, 33, 13, 37, 8, 1, 3
+2023/6/24, 44, 15, 49, 5, 1, 3
+2023/6/25, 53, 20, 50, 3, 1, 3
+2023/6/26, 60, 20, 68, 6, 1, 3
+2023/6/27, 61, 21, 45, 9, 1, 3
+2023/6/28, 57, 28, 34, 11, 1, 3
+2023/6/29, 54, 28, 34, 9, 2, 3
+2023/6/30, 46, 32, 22, 10, 1, 2
+2023/7/1, 54, 27, 23, 8, , 1
 2023/1/3, 16, 3, 28, 6, 1, 2
 2023/1/4, 13, 3, 28, 5, 1, 2
 2023/1/5, 11, 4, 28, 6, 1, 2
@@ -83,6 +290,65 @@ date, pm25, pm10, o3, no2, so2, co
 2023/1/30, 38, 10, 29, 16, 1, 3
 2023/1/31, 38, 7, 30, 7, 1, 3
 2023/2/1, 26, 13, 34, 20, 1, 3
+2023/2/2, 48, 6, 32, 6, 1, 2
+2023/2/3, 22, 10, 27, 9, 1, 3
+2023/2/4, 41, 12, 30, 13, 1, 3
+2023/2/5, 50, 10, 35, 9, 1, 3
+2023/2/6, 38, 11, 31, 22, 2, 4
+2023/2/7, 42, 15, 38, 15, 1, 3
+2023/2/8, 56, 18, 40, 7, 1, 3
+2023/2/9, 61, 8, 31, 7, , 2
+2023/2/10, 30, 9, 23, 14, 1, 2
+2023/2/11, 44, 4, 35, 4, , 2
+2023/2/12, 18, 11, 29, 14, 1, 3
+2023/2/13, 44, 10, 28, 10, , 2
+2023/2/14, 39, 5, 33, 5, , 2
+2023/2/15, 18, 3, 32, 3, 1, 2
+2023/2/16, 16, 7, 31, 11, 1, 2
+2023/2/17, 31, 12, 31, 19, 1, 4
+2023/2/18, 50, 18, 40, 25, 1, 5
+2023/2/19, 69, 20, 40, 15, 1, 4
+2023/2/20, 64, 7, 39, 5, 1, 2
+2023/2/21, 30, 6, 36, 3, , 2
+2023/2/22, 23, 8, 32, 11, 1, 3
+2023/2/23, 36, 15, 30, 15, 1, 4
+2023/2/24, 56, 15, 27, 14, 1, 3
+2023/2/25, 55, 7, 36, 7, , 2
+2023/2/26, 31, 6, 35, 2, 1, 
+2023/2/27, 20, 9, 34, 9, 1, 2
+2023/2/28, 33, 12, 38, 17, 1, 3
+2023/3/1, 43, 14, 37, 13, 1, 3
+2023/3/2, 47, 10, 36, 6, 1, 2
+2023/3/3, 29, 7, 32, 10, 1, 2
+2023/3/4, 30, 13, 41, 10, 1, 3
+2023/3/5, 44, 11, 36, 3, 1, 2
+2023/3/6, 39, 11, 34, 10, , 3
+2023/3/7, 43, 16, 40, 23, 1, 4
+2023/3/8, 57, 21, 47, 23, 1, 3
+2023/3/9, 65, 28, 50, 22, 2, 4
+2023/3/10, 74, 19, 40, 8, 1, 3
+2023/3/11, 58, 16, 42, 8, 1, 3
+2023/3/12, 49, 13, 41, 7, 1, 2
+2023/3/13, 42, 16, 37, 9, 1, 2
+2023/3/14, 40, 7, 35, 4, 1, 3
+2023/3/15, 21, 13, 39, 10, 1, 2
+2023/3/16, 43, 16, 40, 14, 1, 3
+2023/3/17, 49, 15, 33, 12, 1, 2
+2023/3/18, 45, 7, 28, 5, , 2
+2023/3/19, 21, 7, 39, 4, 1, 2
+2023/3/20, 22, 11, 41, 11, 1, 3
+2023/3/21, 36, 15, 33, 16, 2, 3
+2023/3/22, 47, 17, 39, 13, 1, 3
+2023/3/23, 46, 13, 28, 7, 1, 2
+2023/3/24, 35, 9, 28, 9, 1, 2
+2023/3/25, 26, 35, 34, 3, , 2
+2023/3/26, 72, 16, 26, 5, , 2
+2023/3/27, 33, 12, 36, 4, 2, 2
+2023/3/28, 33, 24, 34, 5, 1, 2
+2023/3/29, 58, 21, 42, 7, 1, 2
+2023/3/30, 55, 14, 42, 7, 1, 2
+2023/3/31, 45, 13, 37, 16, 1, 3
+2023/4/1, 42, 18, 64, 12, 1, 3
 2022/10/2, 38, 14, 41, 4, 1, 2
 2022/10/3, 48, 19, 40, 8, 1, 2
 2022/10/4, 56, 21, 34, 9, 1, 2
diff --git a/data/japan-aqi/osumidai,-isehara, kanagawa, japan-air-quality.csv b/data/japan-aqi/osumidai,-isehara, kanagawa, japan-air-quality.csv
index 18d9dbb5..810ab5db 100644
--- a/data/japan-aqi/osumidai,-isehara, kanagawa, japan-air-quality.csv	
+++ b/data/japan-aqi/osumidai,-isehara, kanagawa, japan-air-quality.csv	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 15, 13, 23, 18, 2, 3
+2023/12/3, 24, 10, 28, 13, 2, 3
+2023/12/4, 25, 15, 23, 26, 3, 4
+2023/12/5, 21, 14, 4, 25, 2, 5
+2023/12/6, 36, 14, 23, 23, 3, 3
+2023/12/7, 24, 17, 35, 21, 2, 3
+2023/12/8, 27, 15, 27, 25, 3, 4
+2023/12/9, 25, 15, 28, 20, 3, 3
+2023/12/10, 38, 20, 32, 16, 3, 3
+2023/12/11, 50, 26, 22, 21, 4, 4
+2023/12/12, 56, 23, 20, 19, 2, 3
+2023/12/13, 32, 15, 17, 16, 2, 4
+2023/12/14, 14, 13, 17, 18, 3, 4
+2023/12/15, 29, 22, 29, 18, 3, 4
+2023/12/16, 40, 14, 28, 7, 4, 2
+2023/12/17, 24, 16, , 10, , 3
+2023/12/18, 21, , , , , 
 2023/11/2, 37, 19, 41, 29, 4, 4
 2023/11/3, 53, 24, 58, 20, 4, 4
 2023/11/4, 60, 29, 42, 14, 2, 3
@@ -11,13 +28,24 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/11, 44, 15, 23, 9, 2, 3
 2023/11/12, 19, 18, 18, 7, 1, 3
 2023/11/13, 28, 12, 21, 11, 2, 4
-2023/11/14, 18, 15, 28, 20, 2, 4
+2023/11/14, 18, 15, 29, 20, 2, 4
 2023/11/15, 20, 15, 26, 14, 2, 4
 2023/11/16, 19, 16, 27, 21, 2, 4
 2023/11/17, 28, 18, 24, 17, , 4
 2023/11/18, 21, 16, 30, 10, 2, 4
-2023/11/19, 16, 13, 18, 7, 1, 3
-2023/11/20, 11, , , , , 
+2023/11/19, 16, 13, 27, 7, 2, 4
+2023/11/20, 13, 14, 25, 17, 2, 4
+2023/11/21, 19, 15, 20, 20, 2, 5
+2023/11/22, 25, 17, 24, 21, 3, 5
+2023/11/23, 41, 21, 36, 12, 3, 4
+2023/11/24, 45, 19, 31, 8, 2, 4
+2023/11/25, 40, 16, 19, 11, 2, 4
+2023/11/26, 11, 13, 21, 6, 1, 3
+2023/11/27, 20, 20, 22, 15, 2, 5
+2023/11/28, 33, 15, 34, 12, 2, 3
+2023/11/29, 29, 16, 27, 16, 1, 3
+2023/11/30, 24, 12, 28, 11, 3, 3
+2023/12/1, 27, 13, 18, 21, 2, 4
 2023/10/2, 38, 13, 35, 11, 2, 2
 2023/10/3, 28, 13, 40, 18, 3, 2
 2023/10/4, 28, 16, 24, 15, 2, 3
diff --git a/data/japan-aqi/otsubomachi,-takaoka, toyama, japan-air-quality.csv b/data/japan-aqi/otsubomachi,-takaoka, toyama, japan-air-quality.csv
index 81db50ca..efebbbd4 100644
--- a/data/japan-aqi/otsubomachi,-takaoka, toyama, japan-air-quality.csv	
+++ b/data/japan-aqi/otsubomachi,-takaoka, toyama, japan-air-quality.csv	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 19, 3, , 15, , 4
+2023/12/3, 14, 3, , 6, , 3
+2023/12/4, 23, 4, , 17, , 4
+2023/12/5, 28, 7, , 19, , 5
+2023/12/6, 37, 6, , 17, , 4
+2023/12/7, 32, 8, , 7, , 3
+2023/12/8, 36, 20, , 17, , 5
+2023/12/9, 62, 11, , 9, , 4
+2023/12/10, 46, 12, 34, 7, 2, 4
+2023/12/11, 41, 7, 32, 12, , 3
+2023/12/12, 35, 5, 33, 12, , 4
+2023/12/13, 29, 4, 32, 12, 1, 4
+2023/12/14, 25, 5, 31, 16, 1, 4
+2023/12/15, 32, 11, 32, 16, 1, 6
+2023/12/16, 42, 7, 28, 2, 1, 4
+2023/12/17, 20, 3, , 1, , 3
+2023/12/18, 20, , , , , 
 2023/11/2, 39, 15, , 11, , 4
 2023/11/3, 56, 15, , 8, , 4
 2023/11/4, 63, 14, , 12, , 4
@@ -16,8 +33,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/16, 26, 6, 28, 18, 1, 4
 2023/11/17, 37, 5, 31, 11, 1, 3
 2023/11/18, 25, 2, 26, 4, , 3
-2023/11/19, 17, 3, , 3, , 3
-2023/11/20, 16, , , , , 
+2023/11/19, 17, 6, , 3, , 4
+2023/11/20, 29, 6, , 12, , 4
+2023/11/21, 31, 7, , 16, , 4
+2023/11/22, 36, 8, , 13, , 4
+2023/11/23, 40, 10, , 10, , 4
+2023/11/24, 51, 13, , 5, , 3
+2023/11/25, 37, 3, , 7, , 3
+2023/11/26, 17, 2, , 4, , 3
+2023/11/27, 24, 5, , 10, , 4
+2023/11/28, 36, 10, , 5, , 3
+2023/11/29, 34, 4, , 4, , 3
+2023/11/30, 22, 2, , 10, , 4
+2023/12/1, 14, 2, , 9, , 3
 2023/10/2, 44, 5, , 13, , 3
 2023/10/3, 28, 3, , 15, , 3
 2023/10/4, 28, 7, , 7, , 3
diff --git a/data/japan-aqi/patrol-unit, kashi-air-quality.csv b/data/japan-aqi/patrol-unit, kashi-air-quality.csv
index c65507c1..9645388b 100644
--- a/data/japan-aqi/patrol-unit, kashi-air-quality.csv	
+++ b/data/japan-aqi/patrol-unit, kashi-air-quality.csv	
@@ -1,11 +1,171 @@
 date, pm25, pm10, o3, no2, so2, co
-2023/5/2, 54, 96, 47, 7, 2, 1
-2023/5/3, 61, 103, 50, 5, 3, 2
-2023/5/4, 77, 707, 41, 5, 3, 2
-2023/5/5, 229, 232, 52, 3, 3, 1
-2023/5/6, 136, 154, 46, 2, 1, 1
-2023/5/7, 116, 114, 36, 7, 1, 2
-2023/5/8, 103, , , , , 
+2023/12/2, 175, 137, , 31, 7, 19
+2023/12/3, 159, 124, , 27, 3, 18
+2023/12/4, 150, 111, , 27, 3, 16
+2023/12/5, 132, 92, , 27, 4, 16
+2023/12/6, 119, 138, , 30, 4, 17
+2023/12/7, 156, 129, , 28, 5, 19
+2023/12/8, 133, 111, , 24, 4, 16
+2023/12/9, 134, 141, , 28, 3, 17
+2023/12/10, 157, 110, , 23, 3, 10
+2023/12/11, 122, 122, , 18, 2, 9
+2023/12/12, 130, 168, , 22, 3, 13
+2023/12/13, 147, 156, , 10, 2, 3
+2023/12/14, 89, 446, , 7, , 2
+2023/12/15, 141, 853, , 7, , 2
+2023/12/16, 343, 999, , 8, , 3
+2023/12/17, 454, 999, , 10, , 4
+2023/12/18, 383, , , , , 
+2023/11/2, 52, 51, 36, 9, 1, 2
+2023/11/3, 42, 76, 37, 16, 2, 5
+2023/11/4, 68, 98, 33, 22, 3, 8
+2023/11/5, 98, 140, 36, 18, 3, 11
+2023/11/6, 126, 262, 32, 22, 3, 12
+2023/11/7, 174, 344, 37, 24, 3, 15
+2023/11/8, 185, 233, 35, 26, 4, 15
+2023/11/9, 175, 224, 28, 27, 4, 16
+2023/11/10, 170, , , , , 
+2023/11/14, 161, 122, , 19, 2, 10
+2023/11/15, 131, 151, , 21, 2, 13
+2023/11/16, 155, 136, , 24, 3, 14
+2023/11/17, 148, 136, , 21, 3, 12
+2023/11/18, 145, 155, , 24, 4, 16
+2023/11/19, 150, 160, , 29, 5, 20
+2023/11/20, 166, 151, , 26, 4, 18
+2023/11/21, 159, 132, , 24, 3, 15
+2023/11/22, 145, 139, , 26, 4, 16
+2023/11/23, 142, 134, , 29, 4, 18
+2023/11/24, 152, 126, , 28, 4, 19
+2023/11/25, 132, 129, , 27, 5, 19
+2023/11/26, 145, 134, , 28, 4, 19
+2023/11/27, 147, 161, , 29, 5, 22
+2023/11/28, 159, 142, , 30, 4, 22
+2023/11/29, 160, 141, , 29, 4, 21
+2023/11/30, 150, 139, , 32, 4, 28
+2023/12/1, 163, 147, , 49, 10, 33
+2023/10/2, 53, 92, 39, 18, 1, 7
+2023/10/3, 109, 90, 40, 15, 1, 6
+2023/10/4, 107, 108, 42, 17, 1, 6
+2023/10/5, 119, 50, 47, 11, 1, 5
+2023/10/6, 62, 80, 44, 18, 3, 7
+2023/10/7, 92, 60, 46, 11, 2, 5
+2023/10/8, 67, 80, 44, 14, 2, 6
+2023/10/9, 94, 69, 34, 10, 1, 4
+2023/10/10, 69, 61, 41, 12, 2, 5
+2023/10/11, 78, 93, 38, 18, 2, 7
+2023/10/12, 107, 96, 40, 18, 2, 7
+2023/10/13, 121, 107, 31, 20, 2, 6
+2023/10/14, 121, 68, 38, 12, 2, 5
+2023/10/15, 82, 71, 35, 17, 2, 6
+2023/10/16, 84, 78, 39, 14, 2, 6
+2023/10/17, 85, 93, 35, 17, 2, 3
+2023/10/18, 101, 112, 35, 10, 1, 3
+2023/10/19, 128, 126, 36, 17, 2, 6
+2023/10/20, 146, 113, 38, 16, 2, 5
+2023/10/21, 104, 137, 36, 20, 2, 6
+2023/10/22, 121, 122, 35, 22, 2, 7
+2023/10/23, 120, 129, 30, 22, 3, 8
+2023/10/24, 112, 105, 33, 19, 2, 7
+2023/10/25, 94, 92, 40, 18, 2, 4
+2023/10/26, 88, 109, 30, 21, 3, 5
+2023/10/27, 107, 91, 32, 19, 2, 7
+2023/10/28, 81, 89, 32, 19, 3, 10
+2023/10/29, 84, 97, 33, 23, 3, 8
+2023/10/30, 92, 68, 27, 18, 3, 9
+2023/10/31, 56, 88, 37, 19, 3, 6
+2023/11/1, 85, 98, 34, 9, 2, 2
+2023/7/2, 57, 61, 75, 9, 1, 2
+2023/7/3, 74, 54, 69, 6, 1, 2
+2023/7/4, 54, 42, 69, 5, 1, 1
+2023/7/5, 47, 69, 61, 6, 1, 1
+2023/7/6, 56, 48, 68, 6, 1, 1
+2023/7/7, 56, 134, 50, 8, 1, 2
+2023/7/8, 115, 36, 55, 6, 1, 2
+2023/7/9, 41, 36, 74, 6, , 1
+2023/7/10, 37, 62, 60, 13, 1, 3
+2023/7/11, 64, 48, 70, 5, , 1
+2023/7/12, 43, 84, 73, 7, , 2
+2023/7/13, 75, 82, 70, 16, 1, 4
+2023/7/14, 93, 82, 68, 16, 1, 4
+2023/7/15, 88, 84, 63, 15, 2, 4
+2023/7/16, 90, 98, 59, 17, 2, 4
+2023/7/17, 108, 90, 55, 13, 2, 3
+2023/7/18, 100, 71, 76, 9, 1, 2
+2023/7/19, 72, 110, 53, 11, 2, 4
+2023/7/20, 103, 399, 42, 12, 2, 4
+2023/7/21, 200, 127, 48, 11, 2, 4
+2023/7/22, 128, 71, 54, 5, 1, 2
+2023/7/23, 88, 109, 42, 9, 1, 3
+2023/7/24, 110, 80, 52, 7, 1, 3
+2023/7/25, 107, 52, 66, 6, 1, 2
+2023/7/26, 60, 212, 43, 6, 2, 2
+2023/7/27, 128, 56, 57, 9, 1, 4
+2023/7/28, 61, 64, 63, 7, 1, 2
+2023/7/29, 65, 116, 44, 4, 1, 2
+2023/7/30, 106, 88, 61, 9, 1, 3
+2023/7/31, 95, 46, 65, 5, , 2
+2023/8/1, 47, 56, 73, 11, 1, 3
+2023/8/2, 64, 95, 46, 11, , 3
+2023/8/3, 86, 40, 65, 10, , 3
+2023/8/4, 52, 76, 61, 14, 1, 3
+2023/8/5, 91, 54, 65, 6, , 2
+2023/8/6, 59, 88, 60, 10, 1, 3
+2023/8/7, 106, 38, 44, 6, , 2
+2023/8/8, 42, 37, 54, 9, , 2
+2023/8/9, 40, 64, 54, 14, , 4
+2023/8/10, 67, 78, 52, 16, , 4
+2023/8/11, 84, 63, 44, 7, , 1
+2023/8/12, 52, 62, 57, 14, 1, 4
+2023/8/13, 73, 58, 72, 10, 1, 3
+2023/8/14, 58, 65, 60, 9, 1, 3
+2023/8/15, 71, 59, 54, 6, 1, 2
+2023/8/16, 61, 582, 43, 6, 1, 2
+2023/8/17, 220, 418, 40, 10, 1, 3
+2023/8/18, 206, 245, 43, 11, 1, 3
+2023/8/19, 180, 151, 43, 13, 1, 3
+2023/8/20, 161, 164, 43, 13, 1, 4
+2023/8/21, 161, 130, 48, 17, 2, 5
+2023/8/22, 149, 132, 44, 18, 2, 5
+2023/8/23, 148, 73, 43, 7, 2, 2
+2023/8/24, 90, 67, 41, 9, 1, 2
+2023/8/25, 84, 93, 38, 20, 1, 5
+2023/8/26, 98, 60, 39, 11, 1, 3
+2023/8/27, 76, 39, 44, 6, 1, 2
+2023/8/28, 53, 60, 42, 10, 1, 2
+2023/8/29, 75, 34, 43, 10, 1, 2
+2023/8/30, 37, 76, 51, 16, 1, 4
+2023/8/31, 79, 62, 54, 19, 1, 5
+2023/9/1, 81, 79, 49, 17, 1, 5
+2023/9/2, 89, 65, 52, 12, 1, 3
+2023/9/3, 70, 63, 50, 12, 1, 3
+2023/9/4, 77, 63, 44, 13, 1, 3
+2023/9/5, 85, 51, 42, 10, 1, 2
+2023/9/6, 57, 68, 46, 15, 2, 4
+2023/9/7, 87, 61, 46, 14, 2, 6
+2023/9/8, 102, 94, 56, 15, 1, 4
+2023/9/9, 113, 92, 46, 19, 2, 5
+2023/9/10, 108, 63, 43, 11, 1, 3
+2023/9/11, 64, 105, 43, 15, 2, 4
+2023/9/12, 121, 113, 41, 16, 2, 5
+2023/9/13, 137, 112, 48, 15, 2, 4
+2023/9/14, 123, 98, 50, 12, 2, 3
+2023/9/15, 106, 98, 45, 11, 2, 5
+2023/9/16, 110, 127, 41, 14, 2, 5
+2023/9/17, 133, 153, 41, 11, 1, 4
+2023/9/18, 152, 365, 39, 7, 1, 3
+2023/9/19, 179, 174, 41, 8, 1, 3
+2023/9/20, 161, 142, 41, 13, 1, 5
+2023/9/21, 152, 54, 43, 8, 1, 3
+2023/9/22, 45, 103, 37, 7, 1, 2
+2023/9/23, 100, 33, 42, 6, , 2
+2023/9/24, 35, 53, 45, 13, 1, 4
+2023/9/25, 60, 74, 44, 19, 1, 6
+2023/9/26, 84, 79, 43, 20, 1, 6
+2023/9/27, 87, 84, 45, 20, 2, 7
+2023/9/28, 104, 64, 39, 18, 2, 6
+2023/9/29, 91, 83, 34, 7, 1, 4
+2023/9/30, 80, 74, 35, 5, , 3
+2023/10/1, 85, 43, 40, 10, 1, 5
 2023/4/2, 106, 263, 42, 14, 2, 4
 2023/4/3, 168, 263, 44, 12, 1, 6
 2023/4/4, 145, 758, 35, 6, 1, 2
@@ -36,6 +196,67 @@ date, pm25, pm10, o3, no2, so2, co
 2023/4/29, 149, 139, 48, 10, 1, 2
 2023/4/30, 157, 100, 53, 16, 2, 4
 2023/5/1, 113, 52, 47, 6, 1, 1
+2023/5/2, 54, 96, 47, 7, 2, 1
+2023/5/3, 61, 103, 50, 5, 3, 2
+2023/5/4, 77, 707, 41, 5, 3, 2
+2023/5/5, 229, 232, 52, 3, 3, 1
+2023/5/6, 136, 154, 46, 2, 1, 1
+2023/5/7, 116, 531, 43, 5, 1, 1
+2023/5/8, 159, 437, 43, 14, 1, 3
+2023/5/9, 170, 99, 49, 8, 1, 2
+2023/5/10, 112, 101, 50, 15, 1, 4
+2023/5/11, 119, 111, 53, 16, 2, 5
+2023/5/12, 134, 106, 55, 20, 2, 5
+2023/5/13, 119, 68, 49, 7, 2, 2
+2023/5/14, 66, 56, 58, 6, 2, 2
+2023/5/15, 51, 38, 56, 5, 2, 1
+2023/5/16, 37, 63, 52, 14, 2, 3
+2023/5/17, 67, 84, 51, 7, 2, 2
+2023/5/18, 88, 274, 43, 12, 2, 3
+2023/5/19, 168, 56, 38, 6, 2, 2
+2023/5/20, 50, 77, 45, 7, 2, 2
+2023/5/21, 76, 49, 49, 5, 2, 1
+2023/5/22, 56, 90, 53, 13, 2, 3
+2023/5/23, 105, 234, 45, 7, 2, 3
+2023/5/24, 142, 90, 45, 6, 2, 2
+2023/5/25, 94, 83, 44, 6, 2, 3
+2023/5/26, 101, 75, 48, 4, , 2
+2023/5/27, 90, 47, 49, 5, 2, 2
+2023/5/28, 51, 71, 47, 5, , 2
+2023/5/29, 71, 91, 54, 9, 2, 3
+2023/5/30, 90, 291, 51, 6, , 2
+2023/5/31, 140, 145, 49, 12, 2, 3
+2023/6/1, 144, 116, 46, 15, 2, 3
+2023/6/2, 131, 57, 47, 7, 2, 2
+2023/6/3, 70, 38, 47, 5, 2, 2
+2023/6/4, 53, 46, 54, 6, 2, 3
+2023/6/5, 63, 52, 58, 6, 2, 2
+2023/6/6, 62, 62, 51, 10, , 3
+2023/6/7, 72, 54, 48, 4, 2, 2
+2023/6/8, 74, 58, 60, 5, 2, 2
+2023/6/9, 72, 91, 52, 16, 2, 5
+2023/6/10, 112, 103, 52, 16, 3, 6
+2023/6/11, 120, 118, 50, 16, 3, 7
+2023/6/12, 134, 92, 51, 12, 2, 4
+2023/6/13, 109, 237, 47, 14, 3, 4
+2023/6/14, 165, 101, 41, 6, 2, 2
+2023/6/15, 94, 45, 53, 5, 2, 2
+2023/6/16, 49, 47, 72, 7, 1, 3
+2023/6/17, 54, 66, 64, 9, 1, 3
+2023/6/18, 73, 91, 63, 10, 1, 3
+2023/6/19, 89, 66, 78, 10, 1, 3
+2023/6/20, 70, 44, 78, 6, 1, 3
+2023/6/21, 55, 61, 75, 11, 1, 5
+2023/6/22, 71, 54, 75, 7, 1, 4
+2023/6/23, 65, 57, 71, 6, 1, 3
+2023/6/24, 61, 80, 62, 10, 1, 2
+2023/6/25, 96, 90, 64, 8, 1, 1
+2023/6/26, 101, 79, 54, 6, 1, 1
+2023/6/27, 112, 58, 67, 8, 1, 1
+2023/6/28, 71, 102, 59, 9, 1, 2
+2023/6/29, 129, 51, 63, 6, 1, 1
+2023/6/30, 63, 115, 60, 4, 1, 1
+2023/7/1, 91, 39, 72, 5, 1, 1
 2023/1/3, 164, 142, 29, 29, 4, 25
 2023/1/4, 174, 150, 24, 32, 5, 25
 2023/1/5, 176, 147, 31, 27, 4, 25
@@ -2995,6 +3216,7 @@ date, pm25, pm10, o3, no2, so2, co
 2015/3/30, 116, 101, , 12, 5, 12
 2015/3/31, 207, 450, , 10, 5, 10
 2015/4/1, 129, 136, , 5, 2, 7
+2023/11/13, , 163, , 27, 4, 18
 2021/8/20, , 77, 40, 7, 2, 2
 2020/11/20, , 80, 26, 12, 4, 
 2020/11/21, , 68, 20, 5, , 
diff --git a/data/japan-aqi/sakaihigashi,-niigata, japan-air-quality.csv b/data/japan-aqi/sakaihigashi,-niigata, japan-air-quality.csv
index 36f1184a..bcf9a1e5 100644
--- a/data/japan-aqi/sakaihigashi,-niigata, japan-air-quality.csv	
+++ b/data/japan-aqi/sakaihigashi,-niigata, japan-air-quality.csv	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 10, 3, 27, 4, 6, 2
+2023/12/3, 10, 3, 35, 3, 1, 3
+2023/12/4, 13, 5, 29, 7, 1, 2
+2023/12/5, 19, 6, 22, 10, 1, 3
+2023/12/6, 21, 8, 23, 14, 1, 3
+2023/12/7, 35, 9, 36, 7, 1, 5
+2023/12/8, 35, 20, 31, 12, 1, 3
+2023/12/9, 48, 15, 28, 9, 1, 2
+2023/12/10, 44, 18, 33, 4, 1, 2
+2023/12/11, 47, 8, 31, 4, 1, 2
+2023/12/12, 21, 8, 33, 6, 1, 2
+2023/12/13, 21, 7, 35, 2, , 
+2023/12/14, 18, 8, 28, 8, 1, 3
+2023/12/15, 23, 6, 16, 13, , 3
+2023/12/16, 26, 9, 34, 2, , 7
+2023/12/17, 25, 10, 35, , , 3
+2023/12/18, 46, , , , , 
 2023/11/2, 29, 14, 37, 6, 1, 3
 2023/11/3, 46, 18, 45, 5, 1, 4
 2023/11/4, 58, 14, 32, 7, , 2
@@ -12,12 +29,21 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/12, 30, 5, 31, 2, 1, 
 2023/11/13, 21, 3, 33, 1, 1, 2
 2023/11/14, 14, 5, 34, 3, 1, 2
-2023/11/15, 18, 5, 29, 10, 2, 2
-2023/11/16, 19, 6, 30, 5, 1, 2
-2023/11/17, 21, 6, 36, 5, 1, 11
-2023/11/18, 16, 5, 31, 2, , 13
-2023/11/19, 15, 7, 36, 1, , 2
-2023/11/20, 34, , , , , 
+2023/11/15, 18, 6, 29, 10, 2, 2
+2023/11/16, 19, 5, 30, 5, 1, 2
+2023/11/17, 21, 5, 36, 5, 1, 11
+2023/11/18, 16, 4, 31, 2, 1, 13
+2023/11/19, 15, 11, 36, 2, 1, 12
+2023/11/20, 37, 9, 37, 1, 1, 7
+2023/11/21, 28, 8, 25, 9, 1, 3
+2023/11/22, 24, 9, 26, 12, 1, 3
+2023/11/23, 39, 12, 29, 6, 1, 2
+2023/11/24, 45, 14, 43, 1, 1, 3
+2023/11/25, 56, 6, 32, 2, 1, 3
+2023/11/28, 22, 8, 35, 3, 1, 2
+2023/11/29, 33, 5, 32, 1, 2, 2
+2023/11/30, 19, 4, 31, 1, 1, 2
+2023/12/1, 14, 3, 26, 5, 2, 2
 2023/10/2, 26, 7, 37, 1, 1, 2
 2023/10/3, 21, 8, 37, 2, 1, 2
 2023/10/4, 21, 6, 32, 1, 1, 1
@@ -3528,6 +3554,8 @@ date, pm25, pm10, o3, no2, so2, co
 2014/3/30, 68, , 45, 5, , 
 2014/3/31, 42, , 44, 3, , 
 2014/4/1, 49, , 40, 9, , 
+2023/11/26, , 4, 29, 3, 1, 2
+2023/11/27, , 5, 20, 8, 1, 2
 2023/5/28, , 13, 38, 3, 1, 2
 2023/5/29, , 10, 36, 3, 1, 2
 2022/11/20, , 9, 28, 3, 1, 2
diff --git a/data/japan-aqi/sakurai,-osaka prefecture, japan-air-quality.csv b/data/japan-aqi/sakurai,-osaka prefecture, japan-air-quality.csv
index 73d3fec1..348c4fc1 100644
--- a/data/japan-aqi/sakurai,-osaka prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/sakurai,-osaka prefecture, japan-air-quality.csv	
@@ -1,4 +1,264 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 12, 4, 26, 7, , 3
+2023/12/3, 9, 6, 29, 10, , 3
+2023/12/4, 16, 7, 21, 16, , 4
+2023/12/5, 21, 9, 22, 16, , 4
+2023/12/6, 24, 14, 15, 22, , 5
+2023/12/7, 36, 17, 31, 14, , 4
+2023/12/8, 41, 25, 18, 22, , 4
+2023/12/9, 49, 23, 21, 19, , 4
+2023/12/10, 51, 21, 24, 17, , 5
+2023/12/11, 53, 15, 30, 11, , 3
+2023/12/12, 35, 6, 30, 10, , 3
+2023/12/13, 17, 5, 26, 9, , 3
+2023/12/14, 13, 8, 15, 20, , 4
+2023/12/15, 21, 10, 11, 18, , 5
+2023/12/16, 26, 8, 31, 8, , 4
+2023/12/17, 19, 4, 28, 1, , 3
+2023/12/18, 10, , , , , 
+2023/11/2, 41, 23, 44, 19, , 5
+2023/11/3, 57, 25, 53, 13, , 5
+2023/11/4, 59, 26, 41, 11, , 4
+2023/11/5, 64, 24, 43, 5, , 3
+2023/11/6, 58, 7, 21, 11, , 3
+2023/11/7, 14, 12, 31, 5, , 4
+2023/11/8, 23, 10, 24, 10, , 4
+2023/11/9, 23, 13, 31, 12, , 4
+2023/11/10, 32, 7, 26, 11, , 4
+2023/11/11, 18, 4, 27, 3, , 3
+2023/11/12, 10, 6, 26, 8, , 4
+2023/11/13, 17, 3, 26, 6, , 4
+2023/11/14, 12, 5, 17, 15, , 4
+2023/11/15, 14, 7, 20, 14, , 5
+2023/11/16, 27, 10, 23, 15, , 4
+2023/11/17, 26, 6, 30, 9, , 4
+2023/11/18, 17, 3, 26, 4, , 3
+2023/11/19, 13, 10, 34, 6, 1, 5
+2023/11/20, 24, 8, 26, 9, 1, 3
+2023/11/21, 22, 6, 20, 14, 1, 3
+2023/11/22, 19, 15, 17, 20, 2, 4
+2023/11/23, 36, 18, 32, 16, 3, 4
+2023/11/24, 47, 17, 32, 11, 1, 4
+2023/11/25, 38, 4, 27, 6, 1, 2
+2023/11/26, 10, 6, 21, 9, , 3
+2023/11/27, 14, 11, 13, 17, , 4
+2023/11/28, 32, 14, 25, 16, , 4
+2023/11/29, 35, 10, 25, 15, , 4
+2023/11/30, 28, 9, 25, 8, , 3
+2023/12/1, 24, 4, 25, 10, , 3
+2023/10/2, 24, 8, 31, 7, , 4
+2023/10/3, 18, 7, 36, 9, 1, 4
+2023/10/4, 30, 9, 31, 7, 1, 4
+2023/10/5, 20, 9, 29, 7, , 4
+2023/10/6, 17, 6, 29, 5, , 4
+2023/10/7, 16, 8, 28, 8, , 4
+2023/10/8, 18, 7, 28, 4, , 4
+2023/10/9, 23, 5, 27, 4, , 4
+2023/10/10, 13, 6, 35, 7, , 4
+2023/10/11, 12, 8, 33, 9, 1, 4
+2023/10/12, 20, 7, 31, 9, , 3
+2023/10/13, 21, 7, 31, 12, , 4
+2023/10/14, 18, 9, 25, 10, , 5
+2023/10/15, 27, 9, 35, 4, , 4
+2023/10/16, 21, 13, 46, 13, , 4
+2023/10/17, 35, 13, 29, 12, , 4
+2023/10/18, 30, 12, 36, 14, , 5
+2023/10/19, 31, 17, 43, 15, 2, 3
+2023/10/20, 44, 17, 29, 11, 3, 3
+2023/10/21, 45, 5, 24, 3, 1, 3
+2023/10/22, 13, 5, 32, 6, 1, 2
+2023/10/23, 13, 11, 35, 13, 2, 4
+2023/10/24, 25, 13, 41, 14, 1, 4
+2023/10/25, 38, 16, 32, 15, 1, 4
+2023/10/26, 43, 16, 40, 13, 1, 4
+2023/10/27, 46, 18, 45, 13, 1, 4
+2023/10/28, 45, 8, 29, 7, 1, 3
+2023/10/29, 20, 6, 28, 4, 1, 
+2023/10/30, 14, 7, 21, 9, 1, 3
+2023/10/31, 19, 9, 29, 14, 1, 3
+2023/11/1, 21, 17, 33, 19, , 4
+2023/7/2, 13, 12, 52, 5, 2, 3
+2023/7/3, 22, 22, 48, 9, 1, 4
+2023/7/4, 47, 19, 74, 7, 1, 4
+2023/7/5, 42, 17, 27, 8, 3, 3
+2023/7/6, 38, 19, 72, 10, , 5
+2023/7/7, 43, 31, 69, 9, , 4
+2023/7/8, 61, 30, 13, 5, , 4
+2023/7/9, 48, 28, 16, 4, , 3
+2023/7/10, 39, 28, 21, 7, , 3
+2023/7/11, 42, 22, 28, 7, , 3
+2023/7/12, 42, 24, 21, 7, 1, 3
+2023/7/13, 45, 18, 9, 9, 1, 3
+2023/7/14, 30, 17, 20, 7, 2, 3
+2023/7/15, 26, 12, 16, 5, 1, 3
+2023/7/16, 19, 9, 20, 2, , 2
+2023/7/17, 11, 14, 50, 5, 1, 3
+2023/7/18, 30, 21, 47, 8, 2, 3
+2023/7/19, 46, 13, 15, 8, , 2
+2023/7/20, 27, 6, 30, 4, , 2
+2023/7/21, 14, 11, 57, 7, , 2
+2023/7/22, 25, 13, 42, 4, , 1
+2023/7/23, 29, 12, 36, 3, , 1
+2023/7/24, 24, 12, 43, 5, , 1
+2023/7/25, 27, 10, 32, 9, , 1
+2023/7/26, 19, 21, 55, 10, , 3
+2023/7/27, 37, 20, 43, 10, , 4
+2023/7/28, 47, 24, 57, 9, , 4
+2023/7/29, 53, 11, 45, 4, , 3
+2023/7/30, 21, 9, 31, 3, , 3
+2023/7/31, 19, 9, 36, 5, , 3
+2023/8/1, 17, 9, 41, 6, , 3
+2023/8/2, 18, 10, 35, 7, 1, 3
+2023/8/3, 22, 10, 34, 6, 1, 3
+2023/8/4, 23, 8, 37, 5, 1, 3
+2023/8/5, 15, 8, 21, 4, 1, 3
+2023/8/6, 16, 7, 17, 1, 1, 3
+2023/8/7, 13, 6, 13, 2, 1, 
+2023/8/8, 12, 6, 12, 2, 1, 3
+2023/8/9, 11, 19, 9, 2, , 3
+2023/8/10, 39, 10, 16, 1, , 3
+2023/8/11, 14, 11, 22, 3, , 3
+2023/8/12, 15, 16, 42, 4, , 
+2023/8/13, 28, 17, 31, 2, , 3
+2023/8/14, 34, 12, 17, 2, , 3
+2023/8/15, 23, 6, 17, 1, , 3
+2023/8/16, 10, 15, 22, 5, 1, 4
+2023/8/17, 29, 15, 19, 7, 1, 4
+2023/8/18, 25, 16, 35, 6, 1, 4
+2023/8/19, 31, 15, 39, 6, 1, 4
+2023/8/20, 28, 18, 36, 6, 1, 4
+2023/8/21, 36, 21, 42, 7, 1, 4
+2023/8/22, 41, 7, 12, 3, 1, 3
+2023/8/23, 14, 7, 10, 2, 1, 3
+2023/8/24, 18, 7, 18, 6, 1, 4
+2023/8/25, 15, 7, 20, 4, 1, 3
+2023/8/26, 14, 9, 22, 4, 1, 3
+2023/8/27, 16, 7, 30, 3, 1, 3
+2023/8/28, 14, 11, 37, 6, 1, 4
+2023/8/29, 17, 9, 34, 7, 1, 4
+2023/8/30, 21, 9, 12, 5, , 3
+2023/8/31, 13, 10, 14, 3, , 3
+2023/9/1, 14, 8, 26, 4, , 3
+2023/9/2, 16, 10, 30, 5, , 3
+2023/9/3, 21, 12, 35, 4, , 3
+2023/9/4, 27, 14, 25, 4, , 3
+2023/9/5, 27, 6, 34, 3, , 3
+2023/9/6, 11, 6, 15, 4, , 3
+2023/9/7, 13, 10, 23, 6, , 3
+2023/9/8, 20, 12, 24, 4, , 4
+2023/9/9, 21, 12, 42, 6, , 4
+2023/9/10, 27, 10, 31, 4, 1, 3
+2023/9/11, 26, 13, 15, 5, 1, 3
+2023/9/12, 24, 9, 20, 6, 1, 3
+2023/9/13, 19, 12, 25, 6, 1, 4
+2023/9/14, 23, 11, 25, 6, 1, 4
+2023/9/15, 19, 12, 32, 7, , 4
+2023/9/16, 23, 10, 38, 4, , 4
+2023/9/17, 24, 10, 22, 4, , 4
+2023/9/18, 22, 12, 25, 4, , 4
+2023/9/19, 23, 16, 23, 7, 1, 4
+2023/9/20, 33, 23, 22, 8, 1, 4
+2023/9/21, 46, 15, 16, 8, , 4
+2023/9/22, 28, 5, 27, 6, , 4
+2023/9/23, 13, 6, 33, 3, 1, 
+2023/9/24, 12, 7, 34, 4, , 4
+2023/9/25, 16, 10, 37, 5, , 4
+2023/9/26, 21, 13, 52, 9, , 4
+2023/9/27, 26, 19, 48, 10, , 5
+2023/9/28, 41, 14, 40, 7, 2, 5
+2023/9/29, 30, 10, 34, 6, 1, 4
+2023/9/30, 24, 17, 45, 6, 1, 4
+2023/10/1, 37, 12, 35, 3, 1, 4
+2023/4/2, 49, 16, 45, 6, 1, 2
+2023/4/3, 38, 15, 39, 6, 1, 2
+2023/4/4, 34, 15, 49, 10, 1, 2
+2023/4/5, 37, 15, 34, 14, , 2
+2023/4/6, 35, 15, 28, 11, , 2
+2023/4/7, 29, 9, 34, 11, , 3
+2023/4/8, 23, 15, 34, 5, , 3
+2023/4/9, 36, 16, 41, 6, 1, 2
+2023/4/10, 45, 14, 42, 8, 2, 2
+2023/4/11, 38, 17, 41, 9, 1, 2
+2023/4/12, 39, 28, 30, 13, , 2
+2023/4/13, 46, 36, 43, 12, 1, 3
+2023/4/14, 60, 31, 41, 13, 1, 3
+2023/4/15, 50, 9, 33, 5, , 2
+2023/4/16, 22, 13, 40, 4, , 3
+2023/4/17, 30, 15, 37, 5, , 2
+2023/4/18, 36, 23, 43, 11, , 4
+2023/4/19, 46, 32, 21, 18, , 4
+2023/4/20, 58, 31, 48, 8, 2, 2
+2023/4/21, 59, 30, 38, 7, 1, 2
+2023/4/22, 52, 25, 43, 1, , 2
+2023/4/23, 43, 11, 41, 4, 1, 2
+2023/4/24, 29, 11, 42, 2, , 2
+2023/4/25, 32, 9, 34, 8, 1, 2
+2023/4/26, 25, 4, 34, 6, , 2
+2023/4/27, 10, 11, 44, 12, , 4
+2023/4/28, 29, 13, 55, 10, , 3
+2023/4/29, 31, 12, 40, 8, , 3
+2023/4/30, 23, 16, 38, 6, , 3
+2023/5/1, 34, 16, 44, 6, 1, 3
+2023/5/2, 32, 10, 40, 5, , 2
+2023/5/3, 28, 11, 48, 5, , 2
+2023/5/4, 27, 14, 46, 3, 1, 2
+2023/5/5, 30, 12, 41, 3, , 2
+2023/5/6, 23, 17, 35, 5, , 2
+2023/5/7, 26, 6, 28, 4, , 2
+2023/5/8, 14, 8, 44, 1, , 2
+2023/5/9, 18, 13, 51, 8, , 2
+2023/5/10, 33, 13, 42, 11, , 2
+2023/5/11, 34, 9, 42, 9, , 2
+2023/5/12, 26, 7, 51, 9, , 3
+2023/5/13, 22, 13, 45, 8, , 2
+2023/5/14, 37, 5, 36, 2, , 2
+2023/5/15, 12, 7, 41, 5, , 2
+2023/5/16, 14, 14, 62, 11, , 3
+2023/5/17, 37, 28, 94, 14, , 4
+2023/5/18, 65, 26, 53, 11, , 3
+2023/5/19, 56, 7, 36, 6, , 2
+2023/5/20, 18, 11, 35, 5, , 2
+2023/5/21, 26, 15, 47, 4, , 2
+2023/5/22, 34, 25, 58, 6, , 3
+2023/5/23, 50, 30, 32, 6, , 2
+2023/5/24, 48, 6, 30, 4, , 2
+2023/5/25, 12, 10, 32, 6, , 3
+2023/5/26, 21, 11, 33, 8, , 2
+2023/5/27, 23, 12, 44, 5, 1, 2
+2023/5/28, 25, 14, 37, 3, , 2
+2023/5/29, 21, 10, 17, 8, 1, 3
+2023/5/30, 16, 7, 28, 9, , 3
+2023/5/31, 20, 11, 27, 7, , 3
+2023/6/1, 22, 11, 37, 10, , 2
+2023/6/2, 24, 4, 19, 13, , 3
+2023/6/3, 12, 18, 41, 5, , 2
+2023/6/4, 30, 13, 62, 5, , 3
+2023/6/5, 30, 19, 61, 12, , 4
+2023/6/6, 44, 16, 34, 14, , 3
+2023/6/7, 40, 15, 54, 9, , 3
+2023/6/8, 37, 19, 37, 9, 1, 3
+2023/6/9, 48, 8, 40, 8, 1, 4
+2023/6/10, 21, 16, 45, 7, 1, 3
+2023/6/11, 38, 8, 28, 4, 1, 2
+2023/6/12, 15, 9, 12, 7, 2, 2
+2023/6/13, 14, 18, 37, 12, 1, 3
+2023/6/14, 34, 15, 23, 10, 1, 3
+2023/6/15, 32, , 33, 11, 1, 3
+2023/6/17, 28, 16, 80, 6, , 3
+2023/6/18, 36, 23, 60, 7, , 5
+2023/6/19, 54, 18, 46, 6, , 3
+2023/6/20, 44, 12, 36, 7, , 2
+2023/6/21, 26, 12, 30, 4, , 2
+2023/6/22, 23, 6, 27, 4, , 2
+2023/6/23, 15, 12, 38, 9, , 4
+2023/6/24, 26, 13, 31, 5, , 3
+2023/6/25, 27, 10, 43, 5, 1, 4
+2023/6/26, 21, 19, 25, 11, 1, 4
+2023/6/27, 45, 20, 26, 9, 2, 2
+2023/6/28, 44, 24, 25, 8, 1, 2
+2023/6/29, 45, 19, 28, 10, 1, 3
+2023/6/30, 38, 22, 9, 6, 1, 2
+2023/7/1, 32, 8, 36, 7, 1, 3
 2023/1/3, 44, 3, 24, 6, , 2
 2023/1/4, 12, 3, 25, 3, , 2
 2023/1/5, 11, 3, 25, 7, , 3
@@ -25,8 +285,69 @@ date, pm25, pm10, o3, no2, so2, co
 2023/1/26, 13, 4, 26, 10, , 3
 2023/1/27, 14, 9, 29, 20, , 4
 2023/1/28, 31, 4, 25, 7, , 3
-2023/1/29, 12, 5, 23, 3, , 2
-2023/1/30, 15, , , , , 
+2023/1/29, 12, 6, 28, 4, , 2
+2023/1/30, 19, 6, 26, 7, , 3
+2023/1/31, 17, 7, 20, 17, , 4
+2023/2/1, 21, 11, 15, 24, , 5
+2023/2/2, 37, 10, 30, 3, , 2
+2023/2/3, 28, 9, 17, 14, , 3
+2023/2/4, 25, 10, 32, 11, , 3
+2023/2/5, 31, 8, 29, 6, 1, 3
+2023/2/6, 21, 9, 20, 18, 2, 4
+2023/2/7, 30, 8, 30, 13, 1, 3
+2023/2/8, 21, 12, 34, 13, 1, 3
+2023/2/9, 32, 7, 28, 8, , 3
+2023/2/10, 23, 5, 23, 10, , 3
+2023/2/11, 16, 3, 31, 5, , 2
+2023/2/12, 12, 5, 33, 8, , 3
+2023/2/13, 14, 7, 33, 8, , 3
+2023/2/14, 19, 5, 29, 4, , 2
+2023/2/15, 13, 3, 27, 3, , 2
+2023/2/16, 13, 3, 27, 6, , 2
+2023/2/17, 13, 8, 21, 19, , 3
+2023/2/18, 27, 15, 13, 21, , 4
+2023/2/19, 46, 14, 23, 12, , 4
+2023/2/20, 32, 10, 31, 5, , 4
+2023/2/21, 30, 4, 29, 4, , 2
+2023/2/22, 10, 4, 27, 10, , 2
+2023/2/23, 17, 11, 26, 12, 1, 3
+2023/2/24, 34, 14, 15, 19, , 3
+2023/2/25, 40, 9, 32, 4, , 3
+2023/2/26, 28, 6, 31, 6, , 2
+2023/2/27, 18, 10, 25, 18, , 3
+2023/2/28, 24, 9, 31, 17, , 3
+2023/3/1, 27, 11, 32, 18, , 3
+2023/3/2, 34, 5, 33, 5, , 2
+2023/3/3, 17, 8, 30, 13, , 3
+2023/3/4, 22, 11, 39, 10, , 3
+2023/3/5, 26, 8, 34, 8, , 2
+2023/3/6, 19, 8, 33, 16, , 3
+2023/3/7, 23, 14, 32, 19, , 4
+2023/3/8, 41, 22, 45, 24, , 4
+2023/3/9, 54, 23, 39, 15, , 3
+2023/3/10, 51, 18, 38, 14, , 3
+2023/3/11, 42, 17, 39, 11, , 3
+2023/3/12, 40, 20, 46, 10, , 3
+2023/3/13, 45, 8, 32, 7, , 2
+2023/3/14, 17, 10, 32, 15, , 2
+2023/3/15, 24, 13, 41, 15, , 3
+2023/3/16, 33, 12, 38, 12, , 3
+2023/3/17, 29, 8, 32, 3, , 2
+2023/3/18, 18, 6, 35, 4, , 2
+2023/3/19, 13, 7, 35, 5, , 2
+2023/3/20, 19, 10, 43, 12, 1, 2
+2023/3/21, 25, 14, 28, 12, , 3
+2023/3/22, 31, 11, 41, 8, , 2
+2023/3/23, 28, 5, 33, 8, , 2
+2023/3/24, 12, 7, 36, 6, 1, 2
+2023/3/25, 14, 36, 33, 3, 1, 2
+2023/3/26, 59, 6, 29, 2, 1, 2
+2023/3/27, 16, 21, 34, 6, , 2
+2023/3/28, 47, 17, 36, 9, , 2
+2023/3/29, 40, 17, 38, 12, , 2
+2023/3/30, 39, 16, 42, 15, 1, 3
+2023/3/31, 39, 17, 47, 19, 1, 3
+2023/4/1, 40, 18, 60, 10, 2, 3
 2022/10/2, 30, 13, 40, 7, 1, 
 2022/10/3, 37, 14, 36, 9, 1, 
 2022/10/4, 34, 13, 31, 8, 1, 
@@ -2561,6 +2882,7 @@ date, pm25, pm10, o3, no2, so2, co
 2015/12/29, 25, 7, 14, 18, , 
 2015/12/30, 14, 6, 27, 13, , 
 2015/12/31, 27, 8, 22, 15, , 
+2023/6/16, , 12, 46, 7, 1, 2
 2022/6/9, , 15, 47, 6, , 2
 2022/2/8, , 13, 16, 23, 2, 3
 2021/6/30, , 4, 39, 5, , 2
diff --git a/data/japan-aqi/sanjo,-suzuka, mie, japan-air-quality.csv b/data/japan-aqi/sanjo,-suzuka, mie, japan-air-quality.csv
index ce3c902f..f03e5755 100644
--- a/data/japan-aqi/sanjo,-suzuka, mie, japan-air-quality.csv	
+++ b/data/japan-aqi/sanjo,-suzuka, mie, japan-air-quality.csv	
@@ -1,14 +1,20 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 15, 5, 31, 4, 1, 2
 2023/12/3, 15, 7, 31, 4, 1, 2
-2023/12/4, 26, 7, 31, 9, , 3
+2023/12/4, 26, 7, 31, 9, 1, 3
 2023/12/5, 25, 18, 8, 20, 1, 4
 2023/12/6, 56, 14, 28, 14, 1, 4
 2023/12/7, 48, 16, 35, 11, 1, 4
 2023/12/8, 53, 25, 32, 10, , 3
 2023/12/9, 48, 27, 25, 18, 3, 4
-2023/12/10, 74, 25, 4, 20, , 
-2023/12/11, 70, , , , , 
+2023/12/10, 74, 20, 29, 11, 2, 4
+2023/12/11, 58, 21, 32, 14, 1, 4
+2023/12/12, 62, 8, 31, 7, 1, 3
+2023/12/13, 31, 6, 31, 6, 1, 3
+2023/12/14, 24, 10, 20, 20, 2, 4
+2023/12/15, 41, , 10, 18, 1, 4
+2023/12/17, 16, 7, 31, 1, , 
+2023/12/18, 9, , , , , 
 2023/11/2, 55, 21, 50, 13, 2, 4
 2023/11/3, 66, 30, 52, 16, 2, 5
 2023/11/4, 82, 37, 57, 12, 2, 5
@@ -3591,6 +3597,7 @@ date, pm25, pm10, o3, no2, so2, co
 2014/3/30, 88, 10, 49, 5, 1, 
 2014/3/31, 26, 16, 49, 4, 1, 
 2014/4/1, 54, 21, 50, 11, 3, 
+2023/12/16, , 7, 30, 9, , 4
 2022/11/4, , 8, 30, 4, 1, 3
 2021/12/29, , 10, 22, 12, 1, 5
 2021/4/10, , 8, 28, 6, 1, 
diff --git a/data/japan-aqi/sasakubo,-saitama, japan-air-quality.csv b/data/japan-aqi/sasakubo,-saitama, japan-air-quality.csv
index 4b2a664d..ff163296 100644
--- a/data/japan-aqi/sasakubo,-saitama, japan-air-quality.csv	
+++ b/data/japan-aqi/sasakubo,-saitama, japan-air-quality.csv	
@@ -1,9 +1,51 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 34, 14, 25, 14, 1, 3
+2023/12/3, 39, 12, 30, 9, 1, 2
+2023/12/4, 37, 10, 28, 6, 1, 4
+2023/12/5, 38, 17, 12, , 1, 4
+2023/12/6, 44, 11, 30, 26, 1, 3
+2023/12/7, 32, 15, 31, 16, 1, 3
+2023/12/8, 40, 19, 31, 18, 1, 3
+2023/12/9, 37, 21, 23, 24, 1, 4
+2023/12/10, 54, 24, 33, 16, 1, 4
+2023/12/11, 53, 21, 24, 10, 1, 2
+2023/12/12, 51, 17, 23, 10, , 2
+2023/12/13, 43, 15, 30, 6, 1, 2
+2023/12/14, 30, 16, 22, 16, , 3
+2023/12/15, 44, 11, 13, 16, , 3
+2023/12/16, 38, 25, 24, 17, , 3
+2023/12/17, 55, 13, 30, 3, , 2
+2023/12/18, 26, , , , , 
 2023/11/2, 48, 23, 40, 17, 1, 4
 2023/11/3, 64, 37, 60, 16, 2, 4
 2023/11/4, 85, 32, 51, 14, 1, 4
-2023/11/5, 87, 26, 20, 8, , 4
-2023/11/6, 74, , , , , 
+2023/11/5, 87, 22, 33, 6, 1, 3
+2023/11/6, 62, 20, 28, 8, 1, 3
+2023/11/7, 37, 17, 27, 6, , 2
+2023/11/8, 30, 12, 31, 6, 1, 3
+2023/11/9, 39, 14, 32, 15, 1, 3
+2023/11/10, 44, 22, 7, 19, 1, 3
+2023/11/11, 57, 14, 27, 6, 1, 2
+2023/11/12, 31, 18, 21, 3, , 2
+2023/11/13, 27, 8, 29, 4, 1, 
+2023/11/14, 30, 15, 30, 12, 1, 3
+2023/11/15, 39, 15, 20, 14, 1, 3
+2023/11/16, 39, 15, 27, 14, 1, 3
+2023/11/17, 42, 15, 12, 17, 1, 3
+2023/11/18, 37, 13, 27, 10, 1, 2
+2023/11/19, 29, 12, 29, 13, 1, 4
+2023/11/20, 20, 10, 27, 9, 1, 3
+2023/11/21, 21, 19, 14, 18, 1, 3
+2023/11/22, 39, 17, 19, 21, 1, 4
+2023/11/23, 46, 22, 24, 17, 1, 3
+2023/11/24, 53, 18, 35, 13, 1, 3
+2023/11/25, 49, 11, 27, 2, , 
+2023/11/26, 35, 13, 19, 4, , 2
+2023/11/27, 34, 17, 20, 20, 1, 4
+2023/11/28, 39, 17, 31, 14, 1, 3
+2023/11/29, 37, 14, 26, 15, 1, 3
+2023/11/30, 31, 13, 29, 14, 1, 3
+2023/12/1, 36, 13, 21, 13, 1, 3
 2023/10/2, 31, 16, 37, 5, 1, 2
 2023/10/3, 42, 16, 45, 8, 1, 2
 2023/10/4, 32, 17, 25, 8, 1, 2
diff --git a/data/japan-aqi/satte,-satte, saitama, japan-air-quality.csv b/data/japan-aqi/satte,-satte, saitama, japan-air-quality.csv
index 6321f1b8..6fc480fa 100644
--- a/data/japan-aqi/satte,-satte, saitama, japan-air-quality.csv	
+++ b/data/japan-aqi/satte,-satte, saitama, japan-air-quality.csv	
@@ -1,14 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 43, 17, 22, 14, 1, 
 2023/12/3, 57, 10, 28, 6, 1, 
-2023/12/4, 41, 13, 25, 13, , 
-2023/12/5, 40, 21, 8, 24, , 
-2023/12/6, 67, 14, 26, 15, , 
+2023/12/4, 41, 13, 25, 13, 1, 
+2023/12/5, 40, 21, 8, 24, 1, 
+2023/12/6, 67, 14, 26, 15, 1, 
 2023/12/7, 47, 13, 29, 11, 1, 
-2023/12/8, 46, 12, 30, 10, , 
-2023/12/9, 36, 26, 25, 18, , 
-2023/12/10, 71, 35, 6, 17, , 
-2023/12/11, 89, , , , , 
+2023/12/8, 46, 12, 30, 10, 1, 
+2023/12/9, 36, 26, 25, 18, 1, 
+2023/12/10, 71, 29, 31, 11, 1, 
+2023/12/11, 81, 20, 17, 10, 1, 
+2023/12/12, 58, 13, 21, 10, , 
+2023/12/13, 45, 4, 28, 5, , 
+2023/12/14, 19, 12, 23, 14, , 
+2023/12/15, 46, 19, 17, 14, , 
+2023/12/16, 60, 27, 20, 13, , 
+2023/12/17, 75, 3, 29, 3, , 
+2023/12/18, 10, , , , , 
 2023/11/2, 63, 28, 38, 16, 1, 
 2023/11/3, 76, 36, 59, 12, 1, 
 2023/11/4, 90, 39, 49, 10, 1, 
diff --git "a/data/japan-aqi/seid\305\215ch\305\215,-sakaiminato-shi, tottori-ken, japan-air-quality.csv" "b/data/japan-aqi/seid\305\215ch\305\215,-sakaiminato-shi, tottori-ken, japan-air-quality.csv"
index 643fccc5..03c14f0f 100644
--- "a/data/japan-aqi/seid\305\215ch\305\215,-sakaiminato-shi, tottori-ken, japan-air-quality.csv"	
+++ "b/data/japan-aqi/seid\305\215ch\305\215,-sakaiminato-shi, tottori-ken, japan-air-quality.csv"	
@@ -4,11 +4,18 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/4, 22, 8, 30, , , 2
 2023/12/5, 20, 17, 17, , , 2
 2023/12/6, 56, 9, 31, , , 2
-2023/12/7, 36, 19, 38, , , 3
+2023/12/7, 36, 19, 38, , , 2
 2023/12/8, 49, 18, 29, , , 2
 2023/12/9, 47, 16, 34, , , 2
-2023/12/10, 40, 12, , , , 
-2023/12/11, 17, , , , , 
+2023/12/10, 40, 19, 42, , , 2
+2023/12/11, 49, 13, 36, , , 
+2023/12/12, 35, 3, 32, , , 
+2023/12/13, 11, 6, 30, , , 
+2023/12/14, 8, 5, 21, , , 2
+2023/12/15, 18, 6, 30, , , 
+2023/12/16, 20, 7, 32, , , 2
+2023/12/17, 21, , , , , 
+2023/12/18, 5, , , , , 
 2023/11/2, 29, 12, 41, 3, , 1
 2023/11/3, 40, 17, 48, 3, 2, 2
 2023/11/4, 55, 22, 25, 4, 1, 2
diff --git "a/data/japan-aqi/shikatach\305\215-shikatamachi, kakogawa-shi, hy\305\215go-ken, japan-air-quality.csv" "b/data/japan-aqi/shikatach\305\215-shikatamachi, kakogawa-shi, hy\305\215go-ken, japan-air-quality.csv"
index 59d7cc6f..65c79199 100644
--- "a/data/japan-aqi/shikatach\305\215-shikatamachi, kakogawa-shi, hy\305\215go-ken, japan-air-quality.csv"	
+++ "b/data/japan-aqi/shikatach\305\215-shikatamachi, kakogawa-shi, hy\305\215go-ken, japan-air-quality.csv"	
@@ -2,13 +2,20 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 21, 7, 27, 2, 1, 3
 2023/12/3, 27, 8, 28, 2, 1, 2
 2023/12/4, 30, 9, 24, 6, 2, 3
-2023/12/5, 35, 16, 14, 11, , 3
+2023/12/5, 35, 16, 14, 11, 1, 3
 2023/12/6, 58, 15, 13, 8, 2, 4
 2023/12/7, 52, 16, 31, 6, 1, 3
-2023/12/8, 53, 31, 22, 10, 1, 3
-2023/12/9, 71, 26, 23, 11, 2, 4
-2023/12/10, 70, 18, 1, 5, 1, 3
-2023/12/11, 61, , , , , 
+2023/12/8, 53, 31, 22, 10, 2, 3
+2023/12/9, 71, 26, 20, 11, 1, 4
+2023/12/10, 70, 27, 32, 6, 2, 4
+2023/12/11, 77, 15, 30, 2, 1, 2
+2023/12/12, 48, 6, 31, 2, 1, 3
+2023/12/13, 27, 4, 28, 2, , 2
+2023/12/14, 14, 11, 18, 11, 2, 4
+2023/12/15, 40, 15, 10, 13, 1, 3
+2023/12/16, 51, 9, 30, 7, 1, 3
+2023/12/17, 29, 4, 28, 1, , 
+2023/12/18, 16, , , , , 
 2023/11/2, 60, 29, 37, 10, 2, 5
 2023/11/3, 82, 29, 49, 10, 2, 4
 2023/11/4, 82, 31, 40, 6, 2, 4
diff --git a/data/japan-aqi/shikisai,-himeji, hyogo prefecture, japan-air-quality.csv b/data/japan-aqi/shikisai,-himeji, hyogo prefecture, japan-air-quality.csv
index 4c1946aa..8a05b3b8 100644
--- a/data/japan-aqi/shikisai,-himeji, hyogo prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/shikisai,-himeji, hyogo prefecture, japan-air-quality.csv	
@@ -1,4 +1,51 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 16, 6, 23, 2, , 4
+2023/12/3, 19, 7, 25, 2, 1, 4
+2023/12/4, 22, 9, 21, 6, 1, 5
+2023/12/5, 29, 14, 5, 8, 1, 4
+2023/12/6, 44, 13, 14, 7, 1, 5
+2023/12/7, 45, 14, 26, 6, 1, 4
+2023/12/8, 46, 22, 18, 7, 1, 4
+2023/12/9, 57, 18, 15, 9, 2, 5
+2023/12/10, 47, 22, 16, 6, 2, 5
+2023/12/11, 60, 11, 24, 1, , 3
+2023/12/12, 32, 6, 22, 3, , 3
+2023/12/13, 13, 3, 25, 2, 1, 2
+2023/12/14, 10, 9, 18, 10, 1, 4
+2023/12/15, 25, 14, 5, 9, 1, 4
+2023/12/16, 39, 8, 25, 4, 1, 4
+2023/12/17, 21, 2, 24, , 1, 2
+2023/12/18, 9, , , , , 
+2023/11/2, 53, 23, 31, 9, 2, 5
+2023/11/3, 63, 25, 38, 7, 1, 5
+2023/11/4, 66, 24, 32, 3, 1, 4
+2023/11/5, 64, 23, 34, 4, 1, 4
+2023/11/6, 64, 16, 18, 4, 1, 2
+2023/11/7, 34, 11, 24, 2, 1, 2
+2023/11/8, 34, 9, 24, 3, 1, 2
+2023/11/9, 28, 13, 25, 5, 1, 3
+2023/11/10, 35, 12, 13, 7, 1, 4
+2023/11/11, 28, 3, 24, 1, 1, 3
+2023/11/12, 9, 5, 25, 1, 1, 3
+2023/11/13, 13, 4, 25, 2, 1, 3
+2023/11/14, 10, 6, 25, 4, 1, 4
+2023/11/15, 17, 9, 23, 4, 1, 4
+2023/11/16, 27, 9, 24, 6, 1, 4
+2023/11/17, 26, 6, 27, 3, 1, 4
+2023/11/18, 17, 6, 23, 1, , 3
+2023/11/19, 15, 10, 29, 1, , 4
+2023/11/20, 28, 9, 25, 4, 1, 3
+2023/11/21, 25, 7, 18, 7, 1, 3
+2023/11/22, 21, 14, 21, 9, 1, 4
+2023/11/23, 42, 18, 19, 8, 1, 4
+2023/11/24, 55, 13, 28, 4, 1, 3
+2023/11/25, 36, 4, 25, 4, 1, 3
+2023/11/26, 13, 6, 21, 3, 1, 4
+2023/11/27, 20, 11, 6, 10, 1, 5
+2023/11/28, 38, 12, 26, 5, 1, 4
+2023/11/29, 46, 10, 21, 4, 1, 4
+2023/11/30, 33, 7, 24, 5, 1, 4
+2023/12/1, 25, 5, 22, 3, 1, 3
 2023/10/2, 36, 7, 27, 1, 1, 2
 2023/10/3, 23, 7, 25, 2, 1, 2
 2023/10/4, 25, 10, 37, 3, 1, 3
@@ -17,8 +64,17 @@ date, pm25, pm10, o3, no2, so2, co
 2023/10/19, 37, 17, 40, 6, 2, 4
 2023/10/20, 54, 16, 19, 5, 1, 3
 2023/10/21, 42, 5, 21, 2, 1, 3
-2023/10/22, 18, 5, 9, 1, 1, 
-2023/10/23, 12, , , , , 
+2023/10/22, 18, 8, 29, 1, 1, 3
+2023/10/23, 24, 12, 32, 4, 2, 3
+2023/10/24, 36, 14, 34, 6, 3, 4
+2023/10/25, 45, 18, 37, 4, 4, 3
+2023/10/26, 54, 15, 42, 4, 2, 4
+2023/10/27, 47, 17, 30, 4, 1, 4
+2023/10/28, 46, 7, 27, 1, 1, 3
+2023/10/29, 18, 5, 26, 1, 1, 
+2023/10/30, 14, 7, 21, 4, 1, 3
+2023/10/31, 20, 8, 26, 3, 1, 3
+2023/11/1, 24, 17, 32, 6, 2, 5
 2023/7/2, 17, 10, 31, 2, 1, 3
 2023/7/3, 29, 20, 29, 6, 1, 4
 2023/7/4, 53, 19, 44, 4, 1, 3
diff --git "a/data/japan-aqi/shimizuk\305\215ji,-miyagi-ken, japan-air-quality.csv" "b/data/japan-aqi/shimizuk\305\215ji,-miyagi-ken, japan-air-quality.csv"
index e6a104d9..3a3aec9b 100644
--- "a/data/japan-aqi/shimizuk\305\215ji,-miyagi-ken, japan-air-quality.csv"	
+++ "b/data/japan-aqi/shimizuk\305\215ji,-miyagi-ken, japan-air-quality.csv"	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 14, 4, 4, 11, 4, 
+2023/12/3, 15, 5, 6, 10, 7, 
+2023/12/4, 23, 5, 4, 15, 6, 
+2023/12/5, 19, 8, 8, 17, 9, 
+2023/12/6, 30, 8, 6, 18, 10, 
+2023/12/7, 31, 6, 7, 9, 8, 
+2023/12/8, 24, 10, 9, 14, 12, 
+2023/12/9, 36, 14, 12, 17, 17, 
+2023/12/10, 48, 16, 15, 16, 20, 
+2023/12/11, 54, 8, 7, 9, 10, 
+2023/12/12, 34, 4, 3, 9, 4, 
+2023/12/13, 16, 5, 4, 5, 6, 
+2023/12/14, 20, 6, 4, 14, 8, 
+2023/12/15, 25, 6, 4, 17, 6, 
+2023/12/16, 21, 8, 12, 15, 10, 
+2023/12/17, 30, 3, 5, 1, 3, 
+2023/12/18, 12, , , , , 
 2023/11/2, 35, 14, 12, 12, 15, 
 2023/11/3, 45, 20, 15, 15, 24, 
 2023/11/4, 61, 13, 10, 12, 15, 
@@ -16,8 +33,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/16, 23, 7, 6, 15, 8, 
 2023/11/17, 26, 6, 4, 14, 5, 
 2023/11/18, 16, 3, 3, 5, 4, 
-2023/11/19, 13, 2, 4, 2, 2, 
-2023/11/20, 8, , , , , 
+2023/11/19, 13, 5, 6, 4, 7, 
+2023/11/20, 23, 5, 5, 4, 6, 
+2023/11/21, 21, 7, 4, 13, 6, 
+2023/11/22, 21, 9, 8, 18, 12, 
+2023/11/23, 37, 11, 11, 16, 13, 
+2023/11/24, 38, 7, 7, 7, 8, 
+2023/11/25, 25, 3, 3, 3, 3, 
+2023/11/26, 12, 6, 4, 8, 6, 
+2023/11/27, 19, 8, 7, 18, 10, 
+2023/11/28, 30, 7, 6, 9, 7, 
+2023/11/29, 23, 2, 2, 7, 1, 
+2023/11/30, 8, 3, 3, 8, 3, 
+2023/12/1, 12, 4, 3, 13, 4, 
 2023/10/2, 23, 7, 4, 6, 6, 
 2023/10/3, 21, 6, 5, 6, 7, 
 2023/10/4, 22, 7, 5, 6, 7, 
diff --git a/data/japan-aqi/shimoayashi,-miyagi-ken, japan-air-quality.csv b/data/japan-aqi/shimoayashi,-miyagi-ken, japan-air-quality.csv
index bbb6e5bf..bfcc5611 100644
--- a/data/japan-aqi/shimoayashi,-miyagi-ken, japan-air-quality.csv	
+++ b/data/japan-aqi/shimoayashi,-miyagi-ken, japan-air-quality.csv	
@@ -1,4 +1,51 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 13, 3, 3, 2, 4, 
+2023/12/3, 14, 3, 4, 2, 4, 
+2023/12/4, 15, 4, 5, 3, 5, 
+2023/12/5, 17, 5, 6, 4, 7, 
+2023/12/6, 22, 5, 4, 4, 6, 
+2023/12/7, 21, 4, 5, 3, 6, 
+2023/12/8, 20, 8, 8, 7, 11, 
+2023/12/9, 33, 9, 10, 8, 12, 
+2023/12/10, 38, 13, 16, 13, 20, 
+2023/12/11, 52, 7, 7, 7, 11, 
+2023/12/12, 34, 3, 4, 2, 4, 
+2023/12/13, 14, 4, 4, 3, 6, 
+2023/12/14, 19, 5, 5, 4, 7, 
+2023/12/15, 23, 3, 3, 2, 4, 
+2023/12/16, 14, 3, 4, 3, 4, 
+2023/12/17, 16, 2, 7, 2, 3, 
+2023/12/18, 12, , , , , 
+2023/11/2, 33, 10, 14, 10, 16, 
+2023/11/3, 43, 14, 15, 13, 21, 
+2023/11/4, 56, 8, 8, 7, 12, 
+2023/11/5, 37, 5, 5, 4, 7, 
+2023/11/6, 24, 3, 4, 2, 5, 
+2023/11/7, 16, 7, 7, 6, 9, 
+2023/11/8, 30, 5, 5, 4, 8, 
+2023/11/9, 25, 6, 7, 5, 9, 
+2023/11/10, 27, 7, 8, 6, 10, 
+2023/11/11, 31, 5, 7, 4, 7, 
+2023/11/12, 23, 4, 5, 3, 6, 
+2023/11/13, 20, 3, 3, 2, 4, 
+2023/11/14, 15, 3, 4, 2, 4, 
+2023/11/15, 15, 4, 4, 3, 5, 
+2023/11/16, 18, 4, 4, 3, 6, 
+2023/11/17, 19, 3, 3, 2, 4, 
+2023/11/18, 14, 3, 3, 2, 4, 
+2023/11/19, 14, 6, 6, 5, 8, 
+2023/11/20, 25, 4, 5, 3, 6, 
+2023/11/21, 20, 5, 5, 4, 7, 
+2023/11/22, 22, 6, 7, 5, 8, 
+2023/11/23, 25, 6, 8, 6, 9, 
+2023/11/24, 29, 5, 6, 5, 8, 
+2023/11/25, 25, 2, 4, 2, 3, 
+2023/11/26, 12, 4, 4, 3, 5, 
+2023/11/27, 18, 4, 6, 4, 6, 
+2023/11/28, 20, 5, 6, 4, 7, 
+2023/11/29, 23, 1, 1, 1, 1, 
+2023/11/30, 7, 2, 2, 1, 3, 
+2023/12/1, 12, 3, 3, 2, 4, 
 2023/10/2, 21, 5, 4, 4, 6, 
 2023/10/3, 22, 5, 5, 4, 7, 
 2023/10/4, 22, 4, 4, 3, 6, 
@@ -12,8 +59,24 @@ date, pm25, pm10, o3, no2, so2, co
 2023/10/12, 22, 4, 5, 3, 6, 
 2023/10/13, 20, 4, 5, 4, 6, 
 2023/10/14, 20, 5, 5, 4, 7, 
-2023/10/15, 21, 4, 4, 3, 5, 
-2023/10/16, 17, , , , , 
+2023/10/15, 21, 3, 3, 2, 5, 
+2023/10/16, 16, 5, 7, 4, 7, 
+2023/10/17, 23, 4, 5, 4, 6, 
+2023/10/18, 20, 6, 6, 5, 8, 
+2023/10/19, 25, 8, 10, 7, 11, 
+2023/10/20, 35, 8, 11, 7, 11, 
+2023/10/21, 33, 2, 2, 1, 3, 
+2023/10/22, 10, 3, 2, 2, 4, 
+2023/10/23, 13, 5, 6, 4, 6, 
+2023/10/24, 21, 6, 6, 5, 8, 
+2023/10/25, 27, 6, 6, 5, 9, 
+2023/10/26, 27, 4, 5, 4, 6, 
+2023/10/27, 21, 5, 6, 4, 7, 
+2023/10/28, 22, 7, 7, 6, 9, 
+2023/10/29, 29, 5, 8, 4, 7, 
+2023/10/30, 25, 5, 5, 4, 6, 
+2023/10/31, 21, 6, 7, 5, 9, 
+2023/11/1, 27, 8, 10, 7, 11, 
 2023/7/2, 25, 6, 6, 5, 9, 
 2023/7/3, 29, 7, 7, 6, 10, 
 2023/7/4, 33, 5, 4, 4, 6, 
diff --git a/data/japan-aqi/shimoiino,-futtsu, chiba, japan-air-quality.csv b/data/japan-aqi/shimoiino,-futtsu, chiba, japan-air-quality.csv
index 075dfcea..cbe60c90 100644
--- a/data/japan-aqi/shimoiino,-futtsu, chiba, japan-air-quality.csv	
+++ b/data/japan-aqi/shimoiino,-futtsu, chiba, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2
 2023/12/7, 32, 12, 39, 4, 1
 2023/12/8, 28, 8, 27, 8, 1
 2023/12/9, 27, 13, 30, 8, 1
-2023/12/10, 38, 18, 6, 18, 
-2023/12/11, 49, , , , 
+2023/12/10, 38, 25, 28, 14, 5
+2023/12/11, 68, 21, 22, 12, 2
+2023/12/12, 57, 16, 20, 14, 1
+2023/12/13, 38, 6, 22, 11, 5
+2023/12/14, 23, 15, 14, 20, 10
+2023/12/15, 46, 21, 26, 15, 2
+2023/12/16, 42, 18, 30, 5, 1
+2023/12/17, 37, 6, 32, 1, 
+2023/12/18, 18, , , , 
 2023/11/2, 39, 24, 36, 18, 6
 2023/11/3, 64, 24, 71, 6, 1
 2023/11/4, 65, 20, 47, 4, 1
diff --git a/data/japan-aqi/shimokoma,-kyoto prefecture, japan-air-quality.csv b/data/japan-aqi/shimokoma,-kyoto prefecture, japan-air-quality.csv
index 157090cd..ba81e5ab 100644
--- a/data/japan-aqi/shimokoma,-kyoto prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/shimokoma,-kyoto prefecture, japan-air-quality.csv	
@@ -6,9 +6,16 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/6, 53, 17, 25, 18, 3, 
 2023/12/7, 56, 22, 35, 10, 3, 
 2023/12/8, 57, 31, 29, 17, 5, 
-2023/12/9, 70, 26, 30, 17, 5, 
-2023/12/10, 66, 22, 5, 11, 3, 
-2023/12/11, 63, , , , , 
+2023/12/9, 70, 26, 30, 17, 4, 
+2023/12/10, 66, 26, 35, 12, 4, 
+2023/12/11, 69, 23, 33, 9, 3, 
+2023/12/12, 62, 8, 30, 8, 1, 
+2023/12/13, 28, 7, 30, 5, 2, 
+2023/12/14, 23, 13, 22, 12, 3, 
+2023/12/15, 46, 16, 14, 14, 3, 
+2023/12/16, 49, 11, 31, 7, 3, 
+2023/12/17, 29, 3, 31, 1, 2, 
+2023/12/18, 14, , , , , 
 2023/11/2, 57, 25, 58, 14, 7, 
 2023/11/3, 70, 28, 65, 11, 6, 
 2023/11/4, 76, 31, 50, 8, 6, 
diff --git a/data/japan-aqi/shimomakuwa,-motosu-shi, gifu-ken, japan-air-quality.csv b/data/japan-aqi/shimomakuwa,-motosu-shi, gifu-ken, japan-air-quality.csv
index c6bc4c90..bb0b1a36 100644
--- a/data/japan-aqi/shimomakuwa,-motosu-shi, gifu-ken, japan-air-quality.csv	
+++ b/data/japan-aqi/shimomakuwa,-motosu-shi, gifu-ken, japan-air-quality.csv	
@@ -1,7 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 11, 3, 22, 3, , 
-2023/12/3, 9, 3, 6, 1, , 
-2023/12/4, 9, , , , , 
+2023/12/3, 9, 4, 14, 2, , 
+2023/12/4, 16, 7, 18, 3, , 
+2023/12/5, 19, 13, 6, 6, , 
+2023/12/6, 37, 11, 18, 5, 1, 
+2023/12/7, 38, 14, 22, 3, 1, 
+2023/12/8, 41, 33, 18, 8, 1, 
+2023/12/9, 61, 35, 19, 8, 1, 
+2023/12/10, 77, 22, 23, 4, 1, 
+2023/12/11, 59, 27, 17, 8, 1, 
+2023/12/12, 66, 6, 22, 4, , 
+2023/12/13, 20, 6, 22, 2, , 
+2023/12/14, 16, 16, 16, 11, , 
+2023/12/15, 45, 10, 8, 12, , 
+2023/12/16, 32, 6, 22, 7, , 
+2023/12/17, 20, 2, 22, 1, , 
+2023/12/18, 7, , , , , 
 2023/11/2, 46, 18, 40, 9, 1, 
 2023/11/3, 56, 27, 51, 12, 1, 
 2023/11/4, 73, 33, 50, 9, 1, 
@@ -29,9 +43,9 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/26, 8, 6, 16, 5, , 
 2023/11/27, 18, 13, 12, 7, , 
 2023/11/28, 38, 11, 21, 4, 1, 
-2023/11/29, 34, 7, 17, 4, , 
+2023/11/29, 34, 7, 17, 4, 1, 
 2023/11/30, 19, 4, 18, 3, , 
-2023/12/1, 10, 4, 14, 4, , 
+2023/12/1, 10, 4, 14, 4, 1, 
 2023/10/2, 33, 8, 33, 1, 1, 
 2023/10/3, 19, 10, 34, 7, 1, 
 2023/10/4, 28, 6, 32, 3, 1, 
diff --git "a/data/japan-aqi/shineich\305\215,-niigata-ken, japan-air-quality.csv" "b/data/japan-aqi/shineich\305\215,-niigata-ken, japan-air-quality.csv"
index 4d314f64..6f4806e7 100644
--- "a/data/japan-aqi/shineich\305\215,-niigata-ken, japan-air-quality.csv"	
+++ "b/data/japan-aqi/shineich\305\215,-niigata-ken, japan-air-quality.csv"	
@@ -2,13 +2,20 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 11, 3, 26, 3, 6, 2
 2023/12/3, 11, 2, 33, 1, 1, 3
 2023/12/4, 8, 4, 28, 3, 1, 2
-2023/12/5, 12, 5, 27, 1, , 3
-2023/12/6, 11, 8, 26, 4, , 3
-2023/12/7, 21, 7, 32, 2, , 6
-2023/12/8, 23, 15, 27, 3, , 3
+2023/12/5, 12, 5, 27, 1, 1, 3
+2023/12/6, 11, 8, 26, 4, 1, 3
+2023/12/7, 21, 7, 32, 2, 1, 5
+2023/12/8, 23, 15, 27, 3, 1, 3
 2023/12/9, 43, 12, 30, 3, 1, 2
-2023/12/10, 36, 10, 19, 3, , 2
-2023/12/11, 35, , , , , 
+2023/12/10, 36, 13, 28, 5, 1, 2
+2023/12/11, 43, 5, 29, 4, 1, 2
+2023/12/12, 15, 5, 31, 5, 1, 2
+2023/12/13, 18, 4, 32, 2, , 
+2023/12/14, 17, 6, 28, 4, 1, 3
+2023/12/15, 19, 5, 21, 7, , 3
+2023/12/16, 18, 6, 33, 1, , 7
+2023/12/17, 19, 6, 35, 1, , 3
+2023/12/18, 13, , , , , 
 2023/11/2, 33, 13, 42, 3, 1, 3
 2023/11/3, 54, 17, 43, 1, 1, 4
 2023/11/4, 62, 14, 30, 3, , 2
diff --git a/data/japan-aqi/shinikecho,-minokamo, gifu, japan-air-quality.csv b/data/japan-aqi/shinikecho,-minokamo, gifu, japan-air-quality.csv
index f1816a0d..a35bb82a 100644
--- a/data/japan-aqi/shinikecho,-minokamo, gifu, japan-air-quality.csv	
+++ b/data/japan-aqi/shinikecho,-minokamo, gifu, japan-air-quality.csv	
@@ -1,7 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 10, 5, 22, 3, 1, 2
-2023/12/3, 15, 4, 3, 3, , 
-2023/12/4, 5, , , , , 
+2023/12/3, 15, 6, 16, 3, 1, 2
+2023/12/4, 23, 6, 22, 5, , 3
+2023/12/5, 19, 9, 6, 5, 1, 3
+2023/12/6, 30, 9, 24, 6, 1, 3
+2023/12/7, 29, 11, 28, 6, 1, 3
+2023/12/8, 34, 15, 21, 6, 1, 3
+2023/12/9, 40, 18, 25, 4, 1, 2
+2023/12/10, 52, 16, 24, 4, 1, 3
+2023/12/11, 51, 18, 18, 7, 1, 3
+2023/12/12, 55, 6, 31, 4, , 2
+2023/12/13, 19, 4, 27, 4, , 3
+2023/12/14, 17, 8, 21, 6, 1, 3
+2023/12/15, 26, 8, 5, 9, , 3
+2023/12/16, 25, 8, 29, 9, , 4
+2023/12/17, 26, 1, 31, 1, , 
+2023/12/18, 9, , , , , 
 2023/11/2, 45, 20, 41, 5, 1, 3
 2023/11/3, 58, 24, 50, 4, 2, 3
 2023/11/4, 70, 29, 46, 4, 2, 3
@@ -28,7 +42,7 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/25, 44, 2, 26, 2, , 2
 2023/11/26, 8, 6, 23, 3, 1, 2
 2023/11/27, 19, 14, 20, 7, 2, 3
-2023/11/28, 42, 10, 30, 4, , 3
+2023/11/28, 42, 10, 30, 4, 1, 3
 2023/11/29, 33, 6, 24, 4, 1, 2
 2023/11/30, 19, 5, 23, 5, , 3
 2023/12/1, 15, 4, 20, 4, , 2
diff --git a/data/japan-aqi/shinjo,-wakayama, wakayama, japan-air-quality.csv b/data/japan-aqi/shinjo,-wakayama, wakayama, japan-air-quality.csv
index 80fe74fc..b09d867a 100644
--- a/data/japan-aqi/shinjo,-wakayama, wakayama, japan-air-quality.csv	
+++ b/data/japan-aqi/shinjo,-wakayama, wakayama, japan-air-quality.csv	
@@ -3,12 +3,19 @@ date, pm25, pm10, o3, no2, so2
 2023/12/3, 17, 8, 27, 4, 1
 2023/12/4, 32, 7, 25, 5, 1
 2023/12/5, 26, 11, 16, 4, 1
-2023/12/6, 42, 11, 21, 9, 
-2023/12/7, 49, 14, 33, 5, 
-2023/12/8, 48, 17, 26, 6, 
+2023/12/6, 42, 11, 21, 9, 1
+2023/12/7, 49, 14, 33, 5, 1
+2023/12/8, 48, 17, 26, 6, 1
 2023/12/9, 58, 14, 26, 6, 1
-2023/12/10, 51, 11, 7, 3, 
-2023/12/11, 42, , , , 
+2023/12/10, 51, 15, 30, 4, 1
+2023/12/11, 55, 19, 30, 4, 1
+2023/12/12, 61, 8, 30, 6, 
+2023/12/13, 31, 6, 31, 4, 
+2023/12/14, 22, 9, 19, 5, 2
+2023/12/15, 38, 12, 28, 4, 
+2023/12/16, 32, 8, 30, 4, 
+2023/12/17, 27, 4, 29, 1, 
+2023/12/18, 16, , , , 
 2023/11/2, 52, 16, 48, 5, 1
 2023/11/3, 60, 20, 44, 4, 1
 2023/11/4, 69, 19, 43, 3, 1
diff --git a/data/japan-aqi/shiroko-ekimae, suzuka, mie, japan-air-quality.csv b/data/japan-aqi/shiroko-ekimae, suzuka, mie, japan-air-quality.csv
index bfeed4c1..69897164 100644
--- a/data/japan-aqi/shiroko-ekimae, suzuka, mie, japan-air-quality.csv	
+++ b/data/japan-aqi/shiroko-ekimae, suzuka, mie, japan-air-quality.csv	
@@ -6,9 +6,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/6, 54, 11, 28, 18, 1, 4
 2023/12/7, 52, 17, 35, 14, 1, 4
 2023/12/8, 54, 34, 32, 13, , 3
-2023/12/9, 76, 31, 25, 20, 3, 4
-2023/12/10, 79, 30, , 24, , 5
-2023/12/11, 82, , , , , 
+2023/12/9, 76, 31, 17, 20, 5, 4
+2023/12/10, 79, 21, 29, 15, 2, 4
+2023/12/11, 64, 19, 32, 19, 2, 4
+2023/12/12, 60, 7, 31, 11, 1, 3
+2023/12/13, 34, 5, 31, 8, 1, 3
+2023/12/14, 21, 10, 20, 20, 2, 4
+2023/12/15, 38, , 10, 23, 1, 4
+2023/12/17, 33, 5, 29, 1, , 2
+2023/12/18, 16, , , , , 
 2023/11/2, 57, 21, 50, 19, 2, 4
 2023/11/3, 68, 31, 52, 23, 2, 5
 2023/11/4, 86, 37, 57, 17, 2, 5
@@ -3312,6 +3318,7 @@ date, pm25, pm10, o3, no2, so2, co
 2014/3/30, 91, 12, , 6, , 
 2014/3/31, 34, 19, , 11, , 
 2014/4/1, 59, 23, , 11, , 
+2023/12/16, , 8, 30, 12, , 4
 2022/11/4, , 9, 30, 10, 1, 3
 2022/12/28, , 14, 20, 19, 1, 4
 2021/12/29, , 12, 22, 18, 1, 5
diff --git "a/data/japan-aqi/sh\305\215naich\305\215-kakiharu, yufu-shi, \305\215ita-ken, japan-air-quality.csv" "b/data/japan-aqi/sh\305\215naich\305\215-kakiharu, yufu-shi, \305\215ita-ken, japan-air-quality.csv"
index 18c96c7f..6ef8c163 100644
--- "a/data/japan-aqi/sh\305\215naich\305\215-kakiharu, yufu-shi, \305\215ita-ken, japan-air-quality.csv"	
+++ "b/data/japan-aqi/sh\305\215naich\305\215-kakiharu, yufu-shi, \305\215ita-ken, japan-air-quality.csv"	
@@ -3,12 +3,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/3, 17, 9, 32, 1, , 3
 2023/12/4, 33, 9, 34, 2, 3, 4
 2023/12/5, 34, 6, 15, 5, 2, 4
-2023/12/6, 27, 7, 24, 3, 3, 4
-2023/12/7, 31, 15, 35, 3, 3, 3
-2023/12/8, 45, 11, 26, 3, 5, 3
+2023/12/6, 27, 7, 24, 3, 2, 4
+2023/12/7, 31, 15, 35, 3, 2, 3
+2023/12/8, 45, 11, 26, 3, 4, 3
 2023/12/9, 28, 12, 25, 3, 4, 3
-2023/12/10, 35, 6, 17, 1, , 2
-2023/12/11, 22, , , , , 
+2023/12/10, 35, 7, 30, 5, 6, 3
+2023/12/11, 36, 7, 15, 10, 3, 4
+2023/12/12, 30, 7, 26, 8, , 2
+2023/12/13, 25, 7, 29, 3, 3, 3
+2023/12/14, 27, 6, 15, 7, , 4
+2023/12/15, 26, 8, 24, 7, 3, 3
+2023/12/16, 24, 7, 29, 3, , 3
+2023/12/17, 20, 6, 28, , , 
+2023/12/18, 21, , , , , 
 2023/11/2, 36, 13, 45, 5, 6, 4
 2023/11/3, 42, 14, 49, 6, 6, 4
 2023/11/4, 47, 15, 37, 5, 5, 3
diff --git "a/data/japan-aqi/sh\305\215nandai,-fujisawa-shi, kanagawa-ken, japan-air-quality.csv" "b/data/japan-aqi/sh\305\215nandai,-fujisawa-shi, kanagawa-ken, japan-air-quality.csv"
index 3c00fa65..bb60db4a 100644
--- "a/data/japan-aqi/sh\305\215nandai,-fujisawa-shi, kanagawa-ken, japan-air-quality.csv"	
+++ "b/data/japan-aqi/sh\305\215nandai,-fujisawa-shi, kanagawa-ken, japan-air-quality.csv"	
@@ -1,16 +1,51 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 20, 9, 21, 19, 2, 5
+2023/12/3, 24, 9, 30, 10, 2, 3
+2023/12/4, 24, 8, 25, 20, 2, 4
+2023/12/5, 24, 12, 11, 26, 2, 3
+2023/12/6, 35, 8, 26, 18, 2, 4
+2023/12/7, 23, 12, 36, 14, 2, 4
+2023/12/8, 36, 9, 32, 18, 2, 4
+2023/12/9, 24, 13, 29, 20, 2, 5
+2023/12/10, 36, 19, 34, 22, 2, 5
+2023/12/11, 55, 17, 22, 14, 2, 3
+2023/12/12, 48, 8, 28, 11, , 3
+2023/12/13, 23, 5, 24, 17, 2, 
+2023/12/14, 19, 9, 21, 19, , 
+2023/12/15, 25, 11, 31, 15, , 
+2023/12/16, 34, 9, 30, 5, , 
+2023/12/17, 25, 5, 29, 1, , 
+2023/12/18, 13, , , , , 
 2023/11/2, 38, 18, 41, 22, 3, 4
 2023/11/3, 53, 21, 69, 16, 2, 4
 2023/11/4, 58, 24, 46, 12, , 4
 2023/11/5, 68, 25, 39, 10, 1, 3
 2023/11/6, 69, 16, 33, 7, 2, 3
-2023/11/7, 39, 17, 31, 3, , 2
+2023/11/7, 39, 17, 31, 3, 1, 2
 2023/11/8, 25, 8, 29, 8, 2, 2
-2023/11/9, 20, 12, 32, 16, 3, 3
-2023/11/10, 34, 15, 17, 18, 3, 3
+2023/11/9, 20, 12, 32, 16, 2, 3
+2023/11/10, 34, 15, 17, 18, 2, 3
 2023/11/11, 43, 6, 24, 7, , 2
-2023/11/12, 30, 4, 22, 3, , 
-2023/11/13, 11, , , , , 
+2023/11/12, 30, 7, 22, 6, 2, 2
+2023/11/13, 21, 5, 23, 7, 2, 2
+2023/11/14, 21, 5, 29, 16, 2, 3
+2023/11/15, 13, 5, 19, 15, 2, 3
+2023/11/16, 15, 9, 25, 18, 2, 3
+2023/11/17, 26, 5, 33, 11, 2, 3
+2023/11/18, 13, 4, 30, 5, 1, 2
+2023/11/19, 10, 5, 29, 6, 1, 4
+2023/11/20, 12, 6, 18, 11, 1, 3
+2023/11/21, 16, 8, 19, 17, 2, 5
+2023/11/22, 19, 14, 35, 19, 2, 6
+2023/11/23, 38, 15, 37, 13, 2, 4
+2023/11/24, 48, 14, 41, 6, 2, 3
+2023/11/25, 43, 3, 25, 4, , 2
+2023/11/26, 9, 5, 23, 5, 1, 2
+2023/11/27, 14, 12, 25, 13, 2, 4
+2023/11/28, 38, 10, 35, 4, 2, 3
+2023/11/29, 29, 9, 30, 12, 2, 4
+2023/11/30, 24, 9, 30, 8, 2, 3
+2023/12/1, 35, 6, 21, 16, 2, 4
 2023/10/2, 29, 8, 37, 5, 2, 2
 2023/10/3, 20, 7, 50, 7, 1, 2
 2023/10/4, 17, 9, 26, 10, 1, 2
diff --git a/data/japan-aqi/suginami,-ishioka, ibaraki, japan-air-quality.csv b/data/japan-aqi/suginami,-ishioka, ibaraki, japan-air-quality.csv
index b2a243e2..28576eec 100644
--- a/data/japan-aqi/suginami,-ishioka, ibaraki, japan-air-quality.csv	
+++ b/data/japan-aqi/suginami,-ishioka, ibaraki, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 27, 9, 33, 7, 1, 2
 2023/12/8, 30, 14, 27, 10, 1, 2
 2023/12/9, 46, 23, 29, 12, 1, 4
-2023/12/10, 66, 23, , 12, , 6
-2023/12/11, 63, , , , , 
+2023/12/10, 66, 21, 33, 7, 1, 4
+2023/12/11, 61, 12, 28, 4, 1, 2
+2023/12/12, 43, 7, 27, 4, 1, 2
+2023/12/13, 25, 6, 27, 9, 1, 2
+2023/12/14, 22, 10, 26, 8, 1, 3
+2023/12/15, 33, 12, 19, 8, 1, 3
+2023/12/16, 42, 26, 16, 8, 1, 3
+2023/12/17, 66, 3, 28, 2, , 2
+2023/12/18, 14, , , , , 
 2023/11/2, 41, 23, 37, 10, 1, 3
 2023/11/3, 53, 25, 59, 8, 1, 4
 2023/11/4, 62, 32, 54, 7, 1, 3
diff --git a/data/japan-aqi/sugo,-takizawa, iwate, japan-air-quality.csv b/data/japan-aqi/sugo,-takizawa, iwate, japan-air-quality.csv
index df6c415c..b3d53325 100644
--- a/data/japan-aqi/sugo,-takizawa, iwate, japan-air-quality.csv	
+++ b/data/japan-aqi/sugo,-takizawa, iwate, japan-air-quality.csv	
@@ -2,13 +2,20 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 12, 7, 24, 6, 1, 2
 2023/12/3, 14, 6, 22, 4, , 4
 2023/12/4, 21, 6, 23, 7, 1, 4
-2023/12/5, 16, 10, 20, 9, , 3
-2023/12/6, 27, 11, 4, 7, , 5
-2023/12/7, 29, 8, 33, 6, , 3
-2023/12/8, 22, 13, 29, 4, , 3
-2023/12/9, 30, 18, 27, 7, , 3
-2023/12/10, 48, 21, 29, 1, , 2
-2023/12/11, 52, , , , , 
+2023/12/5, 16, 10, 20, 9, 1, 3
+2023/12/6, 27, 11, 4, 7, 1, 5
+2023/12/7, 29, 8, 33, 6, 1, 3
+2023/12/8, 22, 13, 29, 4, 1, 2
+2023/12/9, 30, 18, 27, 7, 1, 3
+2023/12/10, 48, 18, 31, 2, 1, 2
+2023/12/11, 45, 7, 27, 5, , 3
+2023/12/12, 17, 6, 28, 2, , 2
+2023/12/13, 12, 4, 32, 2, , 2
+2023/12/14, 8, 7, 32, 4, , 2
+2023/12/15, 12, 8, 25, 6, , 3
+2023/12/16, 20, 5, 32, 5, , 3
+2023/12/17, 11, 5, 32, 1, , 
+2023/12/18, 5, , , , , 
 2023/11/2, 32, 12, 35, 2, , 3
 2023/11/3, 30, 22, 37, 3, 1, 3
 2023/11/4, 59, 19, 20, 4, , 3
diff --git a/data/japan-aqi/sumida,-kanagawa, japan-air-quality.csv b/data/japan-aqi/sumida,-kanagawa, japan-air-quality.csv
index 0dc75710..422c812f 100644
--- a/data/japan-aqi/sumida,-kanagawa, japan-air-quality.csv	
+++ b/data/japan-aqi/sumida,-kanagawa, japan-air-quality.csv	
@@ -6,9 +6,16 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/6, 33, 7, 25, 8, 1, 
 2023/12/7, 25, 9, 35, 10, 2, 
 2023/12/8, 29, 9, 35, 9, 1, 
-2023/12/9, 28, 15, 27, 8, 3, 
-2023/12/10, 45, 16, 12, 8, , 
-2023/12/11, 50, , , , , 
+2023/12/9, 28, 15, 27, 8, 2, 
+2023/12/10, 45, 15, 34, 6, 1, 
+2023/12/11, 49, 18, 19, 15, 2, 
+2023/12/12, 57, 17, 22, 13, 1, 
+2023/12/13, 47, 7, 21, 9, 2, 
+2023/12/14, 21, 11, 21, 10, 1, 
+2023/12/15, 35, 19, 30, 17, 1, 
+2023/12/16, 57, 13, 31, 8, 1, 
+2023/12/17, 34, 7, 32, 3, 1, 
+2023/12/18, 21, , , , , 
 2023/11/2, 37, 13, 42, 6, 2, 
 2023/11/3, 49, 19, 65, 4, 2, 
 2023/11/4, 61, 23, 41, 4, 1, 
diff --git a/data/japan-aqi/taisanjicho,-matsuyama, ehime, japan-air-quality.csv b/data/japan-aqi/taisanjicho,-matsuyama, ehime, japan-air-quality.csv
index 947c4c2c..a459dce0 100644
--- a/data/japan-aqi/taisanjicho,-matsuyama, ehime, japan-air-quality.csv	
+++ b/data/japan-aqi/taisanjicho,-matsuyama, ehime, japan-air-quality.csv	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 30, 9, 31, 3, 1, 2
+2023/12/3, 35, 9, 31, 4, , 3
+2023/12/4, 34, 11, 33, 8, , 3
+2023/12/5, 31, 15, 18, 16, , 3
+2023/12/6, 42, 9, 27, 7, 1, 4
+2023/12/7, 25, 20, 34, 4, 1, 4
+2023/12/8, 59, 11, 24, 9, 3, 4
+2023/12/9, 36, 13, 23, 10, 3, 4
+2023/12/10, 39, 22, 23, 9, 1, 4
+2023/12/11, 58, 16, 19, 7, , 4
+2023/12/12, 46, 11, 25, 6, , 3
+2023/12/13, 39, 9, 27, 4, , 1
+2023/12/14, 37, 17, 15, 7, , 
+2023/12/15, 42, 21, 27, 8, 1, 
+2023/12/16, 47, 10, 31, 2, , 
+2023/12/17, 29, , , 1, , 
+2023/12/18, 13, , , , , 
 2023/11/2, 40, 16, 40, 5, 2, 
 2023/11/3, 41, 18, 44, 5, 1, 
 2023/11/4, 57, 16, 43, 6, 1, 
@@ -15,9 +32,20 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/15, 22, 8, 28, 6, 1, 
 2023/11/16, 36, 9, 27, 6, , 
 2023/11/17, 28, 8, 32, 3, , 
-2023/11/18, 28, 6, 36, 1, , 
-2023/11/19, 27, , , , , 
-2023/11/20, 80, , , , , 
+2023/11/18, 28, 6, 35, 1, 1, 
+2023/11/19, 27, 9, 35, 2, 1, 1
+2023/11/20, 39, 15, 36, 4, 1, 1
+2023/11/21, 46, 12, 25, 9, 1, 2
+2023/11/22, 36, 11, 28, 9, 1, 2
+2023/11/23, 50, 12, 35, 4, 2, 2
+2023/11/24, 41, 17, 44, 2, 1, 2
+2023/11/25, 55, 7, 33, 3, 1, 2
+2023/11/26, 29, 8, 31, 4, 1, 
+2023/11/27, 29, 8, 24, 9, 1, 
+2023/11/28, 42, 15, 33, 3, 1, 
+2023/11/29, 45, 10, 29, 4, 1, 
+2023/11/30, 38, 10, 29, 3, , 2
+2023/12/1, 36, 6, 29, 2, , 
 2023/10/2, 45, 9, 35, 3, 1, 
 2023/10/3, 31, 12, 31, 5, 2, 
 2023/10/4, 37, 11, 39, 5, 2, 
diff --git a/data/japan-aqi/takagimachi,-saga, saga, japan-air-quality.csv b/data/japan-aqi/takagimachi,-saga, saga, japan-air-quality.csv
index d7fbb7bf..0a7b6251 100644
--- a/data/japan-aqi/takagimachi,-saga, saga, japan-air-quality.csv	
+++ b/data/japan-aqi/takagimachi,-saga, saga, japan-air-quality.csv	
@@ -3,12 +3,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/3, 33, 12, 29, 4, 1, 3
 2023/12/4, 44, 14, 34, 8, 1, 4
 2023/12/5, 54, 13, 30, 8, 1, 3
-2023/12/6, 51, 17, 21, 11, , 3
+2023/12/6, 51, 17, 21, 11, 1, 3
 2023/12/7, 61, 17, 32, 4, 1, 3
 2023/12/8, 59, 12, 29, 8, 1, 2
 2023/12/9, 49, 14, 28, 7, 3, 2
-2023/12/10, 49, 12, 6, 5, , 2
-2023/12/11, 50, , , , , 
+2023/12/10, 49, 13, 30, 4, 3, 4
+2023/12/11, 50, 11, 21, 5, 1, 2
+2023/12/12, 41, 3, 29, 2, , 2
+2023/12/13, 13, 6, 29, 4, , 3
+2023/12/14, 23, 12, 12, 11, , 3
+2023/12/15, 42, 10, 30, 5, , 3
+2023/12/16, 32, 6, 30, 1, , 2
+2023/12/17, 21, 5, 29, 1, , 2
+2023/12/18, 18, , , , , 
 2023/11/2, 53, 16, 42, 6, 1, 2
 2023/11/3, 57, 21, 43, 6, 2, 2
 2023/11/4, 67, 24, 34, 6, 5, 2
diff --git a/data/japan-aqi/takamatsucho,-takamatsu, kagawa, japan-air-quality.csv b/data/japan-aqi/takamatsucho,-takamatsu, kagawa, japan-air-quality.csv
index c075aa6b..69036166 100644
--- a/data/japan-aqi/takamatsucho,-takamatsu, kagawa, japan-air-quality.csv	
+++ b/data/japan-aqi/takamatsucho,-takamatsu, kagawa, japan-air-quality.csv	
@@ -2,13 +2,20 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 18, 6, 32, 2, 1, 
 2023/12/3, 20, 10, 30, 2, 1, 
 2023/12/4, 30, 9, 29, 4, 1, 
-2023/12/5, 27, 13, 22, 10, , 
+2023/12/5, 27, 13, 22, 10, 1, 
 2023/12/6, 36, 14, 19, 7, 2, 
 2023/12/7, 35, 11, 36, 2, 1, 
 2023/12/8, 29, 19, 24, 5, 2, 
-2023/12/9, 39, 20, 17, 7, , 
-2023/12/10, 45, 22, 10, , , 
-2023/12/11, 50, , , , , 
+2023/12/9, 39, 20, 17, 7, 1, 
+2023/12/10, 45, 31, 26, 7, 2, 
+2023/12/11, 70, 16, 27, 5, 1, 
+2023/12/12, 39, 8, 24, 4, , 
+2023/12/13, 19, 4, 28, 2, , 
+2023/12/14, 13, 7, 21, 4, , 
+2023/12/15, 25, 18, 12, 11, 1, 
+2023/12/16, 41, 8, 30, 5, , 
+2023/12/17, 22, 4, 28, 1, , 
+2023/12/18, 13, , , , , 
 2023/11/2, 46, 18, 46, 5, 2, 
 2023/11/3, 50, 22, 46, 4, 1, 
 2023/11/4, 64, 28, 43, 3, 2, 
diff --git a/data/japan-aqi/takayokosukamachi,-tokai, aichi, japan-air-quality.csv b/data/japan-aqi/takayokosukamachi,-tokai, aichi, japan-air-quality.csv
index 322d7d1d..1bfdeeca 100644
--- a/data/japan-aqi/takayokosukamachi,-tokai, aichi, japan-air-quality.csv	
+++ b/data/japan-aqi/takayokosukamachi,-tokai, aichi, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 38, 22, 20, 18, 5, 4
 2023/12/8, 49, 32, 17, 21, 4, 4
 2023/12/9, 59, 31, 12, 21, 3, 5
-2023/12/10, 62, 30, 4, 15, 1, 7
-2023/12/11, 58, , , , , 
+2023/12/10, 62, 27, 21, 15, 5, 5
+2023/12/11, 59, 19, 24, 14, 2, 3
+2023/12/12, 47, 13, 18, 17, 4, 3
+2023/12/13, 30, 11, 20, 16, 4, 3
+2023/12/14, 24, 14, 7, 24, 3, 4
+2023/12/15, 35, 20, 2, 24, 1, 4
+2023/12/16, 46, 20, 16, 17, 2, 5
+2023/12/17, 39, 15, 18, 10, 6, 
+2023/12/18, 11, , , , , 
 2023/11/2, 46, 22, 35, 22, 3, 5
 2023/11/3, 61, 29, 46, 16, 4, 6
 2023/11/4, 75, 33, 40, 17, 3, 5
diff --git a/data/japan-aqi/tamashima-agasaki, kurashiki, okayama, japan-air-quality.csv b/data/japan-aqi/tamashima-agasaki, kurashiki, okayama, japan-air-quality.csv
index 7a96118a..b699c69f 100644
--- a/data/japan-aqi/tamashima-agasaki, kurashiki, okayama, japan-air-quality.csv	
+++ b/data/japan-aqi/tamashima-agasaki, kurashiki, okayama, japan-air-quality.csv	
@@ -4,11 +4,18 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/4, 38, 15, 25, 12, 2, 
 2023/12/5, 48, 21, 7, 14, , 
 2023/12/6, 66, 15, 15, 12, 1, 
-2023/12/7, 51, 17, 27, 8, , 
+2023/12/7, 51, 17, 27, 8, 1, 
 2023/12/8, 50, 25, 18, 16, 5, 
 2023/12/9, 66, 29, 19, 16, 7, 
-2023/12/10, 75, 25, , 10, , 
-2023/12/11, 74, , , , , 
+2023/12/10, 75, 34, 24, 15, 7, 
+2023/12/11, 88, 23, 23, 10, 1, 
+2023/12/12, 60, 8, 24, 6, , 
+2023/12/13, 22, 6, 25, 7, 2, 
+2023/12/14, 20, 10, 17, 10, 1, 
+2023/12/15, 35, 24, 9, 13, 1, 
+2023/12/16, 62, 9, 27, 5, 1, 
+2023/12/17, 24, 5, 28, 1, , 
+2023/12/18, 13, , , , , 
 2023/11/2, 53, 21, 41, 11, 2, 
 2023/11/3, 60, 33, 40, 12, 5, 
 2023/11/4, 80, 47, 40, 8, 2, 
diff --git a/data/japan-aqi/tanaka,-fukuoka-ken, japan-air-quality.csv b/data/japan-aqi/tanaka,-fukuoka-ken, japan-air-quality.csv
index 12c759c1..460ca4ef 100644
--- a/data/japan-aqi/tanaka,-fukuoka-ken, japan-air-quality.csv	
+++ b/data/japan-aqi/tanaka,-fukuoka-ken, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 41, 15, 35, 2, 1, 4
 2023/12/8, 46, 14, 34, 1, 1, 3
 2023/12/9, 32, 10, 35, 1, 2, 2
-2023/12/10, 34, 11, 16, 1, , 3
-2023/12/11, 22, , , , , 
+2023/12/10, 34, 10, 29, 1, 1, 4
+2023/12/11, 31, 11, 25, 3, 1, 3
+2023/12/12, 37, 8, 27, 4, , 3
+2023/12/13, 20, 8, 26, 1, 1, 4
+2023/12/14, 29, 9, 23, , 1, 5
+2023/12/15, 19, 9, 28, 2, 1, 4
+2023/12/16, 26, 9, 31, 12, , 3
+2023/12/17, 20, 8, 28, , , 
+2023/12/18, 11, , , , , 
 2023/11/2, 39, 13, 41, 2, 1, 3
 2023/11/3, 28, 14, 44, 1, 2, 4
 2023/11/4, 43, 17, 31, 1, 4, 4
diff --git a/data/japan-aqi/tanbaichicho,-tenri, nara, japan-air-quality.csv b/data/japan-aqi/tanbaichicho,-tenri, nara, japan-air-quality.csv
index c87b9717..c7790687 100644
--- a/data/japan-aqi/tanbaichicho,-tenri, nara, japan-air-quality.csv	
+++ b/data/japan-aqi/tanbaichicho,-tenri, nara, japan-air-quality.csv	
@@ -1,7 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 20, 5, 30, 5, 2, 2
-2023/12/3, 22, 6, 17, 4, 1, 
-2023/12/4, 26, , , , , 
+2023/12/3, 22, 6, 29, 4, 1, 
+2023/12/4, 30, 7, 30, 7, 2, 3
+2023/12/5, 33, 21, 5, 16, 1, 5
+2023/12/6, 64, 15, 27, 12, 2, 3
+2023/12/7, 48, 18, 35, 8, 1, 3
+2023/12/8, 57, 24, 26, 12, 5, 3
+2023/12/9, 67, 24, 27, 12, 3, 3
+2023/12/10, 64, 21, 34, 7, 4, 3
+2023/12/11, 60, 25, 31, 8, 2, 3
+2023/12/12, 63, 19, 28, 9, 1, 3
+2023/12/13, 41, 5, 29, 4, 2, 2
+2023/12/14, 21, 10, 20, 9, 3, 3
+2023/12/15, 41, 16, 21, 11, 2, 3
+2023/12/16, 46, 10, 28, 7, 1, 3
+2023/12/17, 30, 7, 29, 3, 1, 3
+2023/12/18, 25, , , , , 
 2023/11/2, 57, 21, 53, 8, 6, 4
 2023/11/3, 64, 30, 65, 6, 6, 4
 2023/11/4, 78, 33, 46, 6, 5, 4
diff --git a/data/japan-aqi/taniyamachuo,-kagoshima, kagoshima, japan-air-quality.csv b/data/japan-aqi/taniyamachuo,-kagoshima, kagoshima, japan-air-quality.csv
index 0db40544..5b8bcc07 100644
--- a/data/japan-aqi/taniyamachuo,-kagoshima, kagoshima, japan-air-quality.csv	
+++ b/data/japan-aqi/taniyamachuo,-kagoshima, kagoshima, japan-air-quality.csv	
@@ -2,13 +2,20 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 25, 7, 28, 3, , 3
 2023/12/3, 28, 9, 27, 3, , 3
 2023/12/4, 40, 14, 30, 7, 2, 4
-2023/12/5, 56, 15, 25, 5, 9, 3
-2023/12/6, 43, 11, 27, 6, , 4
-2023/12/7, 47, 21, 33, 3, , 4
-2023/12/8, 57, 10, 24, 8, 2, 3
+2023/12/5, 56, 15, 25, 5, 8, 3
+2023/12/6, 43, 11, 27, 6, 1, 4
+2023/12/7, 47, 21, 33, 3, 1, 4
+2023/12/8, 57, 10, 24, 8, 1, 3
 2023/12/9, 38, 17, 19, 10, 4, 4
-2023/12/10, 54, 16, 6, 4, 1, 3
-2023/12/11, 61, , , , , 
+2023/12/10, 54, 16, 25, 5, 3, 3
+2023/12/11, 58, 12, 20, 10, 1, 3
+2023/12/12, 35, 10, 28, 2, , 3
+2023/12/13, 22, 7, 22, 6, , 4
+2023/12/14, 25, 9, 29, 8, 3, 2
+2023/12/15, 30, 12, 28, 10, , 4
+2023/12/16, 31, 6, 28, 1, , 3
+2023/12/17, 19, 6, 28, 1, , 2
+2023/12/18, 15, , , , , 
 2023/11/2, 52, 12, 40, 11, 5, 3
 2023/11/3, 51, , , , , 
 2023/11/7, 30, 15, 31, 1, 1, 3
diff --git a/data/japan-aqi/tanochoko,-miyazaki, miyazaki, japan-air-quality.csv b/data/japan-aqi/tanochoko,-miyazaki, miyazaki, japan-air-quality.csv
index 059e243d..20242b42 100644
--- a/data/japan-aqi/tanochoko,-miyazaki, miyazaki, japan-air-quality.csv	
+++ b/data/japan-aqi/tanochoko,-miyazaki, miyazaki, japan-air-quality.csv	
@@ -2,13 +2,20 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 25, 6, 26, 5, 1, 
 2023/12/3, 30, 8, 28, 1, 1, 
 2023/12/4, 40, 10, 27, 4, 1, 
-2023/12/5, 51, 9, 10, 4, , 
+2023/12/5, 51, 9, 10, 4, 1, 
 2023/12/6, 41, 7, 19, 2, 1, 
 2023/12/7, 33, 13, 26, 2, 5, 
 2023/12/8, 57, 8, 23, 4, 1, 
-2023/12/9, 39, 11, 14, 4, 12, 
-2023/12/10, 49, 10, 1, 1, , 
-2023/12/11, 47, , , , , 
+2023/12/9, 39, 11, 14, 4, 10, 
+2023/12/10, 49, 10, 23, 1, 2, 
+2023/12/11, 45, 5, 18, 5, , 
+2023/12/12, 25, 4, 20, 1, , 
+2023/12/13, 12, 4, 23, 2, 1, 
+2023/12/14, 17, 6, 19, 4, , 
+2023/12/15, 24, 6, 22, 2, 2, 
+2023/12/16, 29, 3, 24, 1, 1, 
+2023/12/17, 13, 3, , , , 
+2023/12/18, 9, , , , , 
 2023/11/2, 57, 12, 37, 3, 1, 
 2023/11/3, 49, 13, 34, 2, 2, 
 2023/11/4, 51, 15, 27, 2, 1, 
diff --git a/data/japan-aqi/tarui,-sennan, osaka prefecture, japan-air-quality.csv b/data/japan-aqi/tarui,-sennan, osaka prefecture, japan-air-quality.csv
index 3d2db753..dfa93069 100644
--- a/data/japan-aqi/tarui,-sennan, osaka prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/tarui,-sennan, osaka prefecture, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2
 2023/12/7, 34, 19, 38, 4, 
 2023/12/8, 43, 32, 25, 13, 
 2023/12/9, 55, 17, 29, 10, 
-2023/12/10, 45, 16, 14, 8, 
-2023/12/11, 45, , , , 
+2023/12/10, 45, 20, 29, 12, 
+2023/12/11, 53, 19, 32, 7, 
+2023/12/12, 51, 8, 33, 6, 
+2023/12/13, 27, 7, 29, 7, 
+2023/12/14, 18, 11, 20, 13, 
+2023/12/15, 31, 12, 34, 8, 
+2023/12/16, 29, 12, 31, 5, 
+2023/12/17, 24, 6, 32, 1, 
+2023/12/18, 14, , , , 
 2023/11/2, 46, 17, 49, 8, 
 2023/11/3, 53, 22, 45, 9, 
 2023/11/4, 65, 20, 46, 7, 
diff --git a/data/japan-aqi/terada,-toride, ibaraki, japan-air-quality.csv b/data/japan-aqi/terada,-toride, ibaraki, japan-air-quality.csv
index dc329c64..23809c04 100644
--- a/data/japan-aqi/terada,-toride, ibaraki, japan-air-quality.csv	
+++ b/data/japan-aqi/terada,-toride, ibaraki, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 38, 9, 32, 11, 1, 3
 2023/12/8, 31, 8, 24, 14, 1, 3
 2023/12/9, 28, 20, 29, 20, 1, 4
-2023/12/10, 63, 37, 5, 24, , 6
-2023/12/11, 113, , , , , 
+2023/12/10, 63, 26, 33, 15, 1, 4
+2023/12/11, 79, 16, 24, 9, 1, 3
+2023/12/12, 49, 10, 24, 9, 1, 3
+2023/12/13, 35, 4, 26, 8, 1, 2
+2023/12/14, 15, 10, 21, 13, 1, 3
+2023/12/15, 31, 14, 21, 13, 1, 3
+2023/12/16, 49, 20, 26, 11, 1, 3
+2023/12/17, 54, 4, 30, 3, , 2
+2023/12/18, 20, , , , , 
 2023/11/2, 52, 22, 36, 15, 1, 4
 2023/11/3, 68, 29, 57, 16, 1, 4
 2023/11/4, 81, 28, 41, 12, 1, 4
diff --git a/data/japan-aqi/tokiwacho,-tondabayashi, osaka prefecture, japan-air-quality.csv b/data/japan-aqi/tokiwacho,-tondabayashi, osaka prefecture, japan-air-quality.csv
index eb2f9fae..3bca4967 100644
--- a/data/japan-aqi/tokiwacho,-tondabayashi, osaka prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/tokiwacho,-tondabayashi, osaka prefecture, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 31, 18, 37, 6, , 
 2023/12/8, 37, 36, 25, 12, , 
 2023/12/9, 59, 20, 30, 11, , 
-2023/12/10, 48, 11, 11, 2, , 
-2023/12/11, 26, , , , , 
+2023/12/10, 48, 21, 32, 7, , 
+2023/12/11, 47, 21, 32, 6, , 
+2023/12/12, 52, 9, 32, 8, , 
+2023/12/13, 23, 5, 31, 5, , 
+2023/12/14, 16, 9, 25, 7, , 
+2023/12/15, 32, 12, 31, 6, , 
+2023/12/16, 32, 10, 30, 5, , 
+2023/12/17, 16, 4, 30, 1, , 
+2023/12/18, 10, , , , , 
 2023/11/2, 41, 18, 50, 6, , 
 2023/11/3, 54, 26, 70, 6, , 
 2023/11/4, 69, 22, 61, 5, , 
diff --git a/data/japan-aqi/tomihisacho,-fukuoka, japan-air-quality.csv b/data/japan-aqi/tomihisacho,-fukuoka, japan-air-quality.csv
index 8c0ccedd..ecf8cd2b 100644
--- a/data/japan-aqi/tomihisacho,-fukuoka, japan-air-quality.csv	
+++ b/data/japan-aqi/tomihisacho,-fukuoka, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 51, 20, 40, 4, 1, 
 2023/12/8, 53, 14, 27, 13, 1, 
 2023/12/9, 38, 16, 11, 18, 1, 
-2023/12/10, 45, 16, , 19, 1, 
-2023/12/11, 40, , , , , 
+2023/12/10, 45, 20, 10, 19, 1, 
+2023/12/11, 57, 21, 18, 15, 1, 
+2023/12/12, 50, 5, 29, 5, 1, 
+2023/12/13, 10, 5, 27, 8, 1, 
+2023/12/14, 14, 11, 17, 14, 1, 
+2023/12/15, 31, 10, 28, 9, 1, 
+2023/12/16, 28, 5, 32, 1, 1, 
+2023/12/17, 14, 4, 31, 1, 1, 
+2023/12/18, 14, , , , , 
 2023/11/2, 53, 13, 21, 19, 1, 
 2023/11/3, 41, 19, 37, 12, 1, 
 2023/11/4, 56, 23, 23, 20, 1, 
diff --git a/data/japan-aqi/tomioka,-tomioka, gunma, japan-air-quality.csv b/data/japan-aqi/tomioka,-tomioka, gunma, japan-air-quality.csv
index 1301ac47..78a4891c 100644
--- a/data/japan-aqi/tomioka,-tomioka, gunma, japan-air-quality.csv	
+++ b/data/japan-aqi/tomioka,-tomioka, gunma, japan-air-quality.csv	
@@ -7,8 +7,14 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 25, 11, 34, 6, , 2
 2023/12/8, 37, 13, 32, 4, , 3
 2023/12/9, 33, 12, 33, 6, , 3
-2023/12/10, 34, 10, 23, 2, , 2
-2023/12/11, 30, , , , , 
+2023/12/10, 34, 13, 30, 4, , 2
+2023/12/11, 40, 15, 28, 6, , 3
+2023/12/12, 45, 12, 28, 5, , 3
+2023/12/13, 38, 5, 32, 1, , 2
+2023/12/14, 19, 8, 25, 6, , 3
+2023/12/15, 25, 11, 21, 8, , 4
+2023/12/16, 36, 11, 28, 6, , 3
+2023/12/17, 36, 3, 29, 1, , 
 2023/11/2, 44, 17, 50, 4, , 3
 2023/11/3, 54, , , , , 3
 2023/11/7, 65, 12, 29, 4, , 3
diff --git a/data/japan-aqi/tsuchizakiminatokita,-akita, akita, japan-air-quality.csv b/data/japan-aqi/tsuchizakiminatokita,-akita, akita, japan-air-quality.csv
index 62b580c2..2644f3b2 100644
--- a/data/japan-aqi/tsuchizakiminatokita,-akita, akita, japan-air-quality.csv	
+++ b/data/japan-aqi/tsuchizakiminatokita,-akita, akita, japan-air-quality.csv	
@@ -5,10 +5,17 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/5, 14, 4, 20, 7, , 3
 2023/12/6, 19, 5, 20, 5, , 5
 2023/12/7, 26, 7, 33, 3, 6, 3
-2023/12/8, 29, 11, 30, 3, , 3
+2023/12/8, 29, 11, 30, 3, , 2
 2023/12/9, 45, 20, 35, 4, , 3
-2023/12/10, 60, 35, 22, 7, , 2
-2023/12/11, 72, , , , , 
+2023/12/10, 60, 14, 27, 2, , 2
+2023/12/11, 46, 5, 28, 3, , 3
+2023/12/12, 26, 4, 34, 2, , 2
+2023/12/13, 19, 6, 33, 2, 1, 2
+2023/12/14, 17, 5, 30, 5, 4, 2
+2023/12/15, 20, 3, 17, 7, , 3
+2023/12/16, 17, 9, 34, 4, , 3
+2023/12/17, 18, 20, 33, 1, , 
+2023/12/18, 46, , , , , 
 2023/11/2, 31, 13, 36, 3, 2, 3
 2023/11/3, 45, 19, 50, 2, 1, 3
 2023/11/4, 62, 12, 34, 1, 1, 3
diff --git a/data/japan-aqi/tsudamachi,-nogata, fukuoka, japan-air-quality.csv b/data/japan-aqi/tsudamachi,-nogata, fukuoka, japan-air-quality.csv
index e12b834a..994f5909 100644
--- a/data/japan-aqi/tsudamachi,-nogata, fukuoka, japan-air-quality.csv	
+++ b/data/japan-aqi/tsudamachi,-nogata, fukuoka, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 58, 17, 38, 6, 1, 
 2023/12/8, 55, 11, 33, 11, 1, 
 2023/12/9, 39, 14, 32, 11, 1, 
-2023/12/10, 44, 20, 3, 13, , 
-2023/12/11, 54, , , , , 
+2023/12/10, 44, 15, 31, 8, 1, 
+2023/12/11, 51, 12, 25, 7, , 
+2023/12/12, 40, 4, 29, 3, , 
+2023/12/13, 10, 4, 28, 6, 1, 
+2023/12/14, 16, 9, 14, 12, 1, 
+2023/12/15, 36, 7, 30, 5, 1, 
+2023/12/16, 22, 4, 33, 1, , 
+2023/12/17, 15, 3, 32, 1, , 
+2023/12/18, 20, , , , , 
 2023/11/2, 49, 15, 47, 8, 1, 
 2023/11/3, 48, 17, 49, 8, 3, 
 2023/11/4, 53, 22, 28, 13, 2, 
diff --git a/data/japan-aqi/tsudamachi-tsuda, sanuki, kagawa, japan-air-quality.csv b/data/japan-aqi/tsudamachi-tsuda, sanuki, kagawa, japan-air-quality.csv
index 14e7a81b..a8a917db 100644
--- a/data/japan-aqi/tsudamachi-tsuda, sanuki, kagawa, japan-air-quality.csv	
+++ b/data/japan-aqi/tsudamachi-tsuda, sanuki, kagawa, japan-air-quality.csv	
@@ -1,14 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 18, 7, 34, 2, 1, 
 2023/12/3, 19, 10, 31, 4, 1, 
-2023/12/4, 34, 9, 28, 7, , 
-2023/12/5, 31, 12, 17, 11, , 
+2023/12/4, 34, 9, 28, 7, 1, 
+2023/12/5, 31, 12, 17, 11, 1, 
 2023/12/6, 39, 12, 20, 11, 1, 
 2023/12/7, 40, 11, 35, 6, 1, 
-2023/12/8, 32, 19, 25, 9, 2, 
-2023/12/9, 50, 19, 16, 10, , 
-2023/12/10, 50, 20, 8, 7, , 
-2023/12/11, 55, , , , , 
+2023/12/8, 32, 19, 25, 9, 1, 
+2023/12/9, 50, 19, 16, 10, 1, 
+2023/12/10, 50, 22, 17, 10, 1, 
+2023/12/11, 66, 16, 33, 5, 1, 
+2023/12/12, 46, 8, 27, 4, , 
+2023/12/13, 25, 4, 28, 7, , 
+2023/12/14, 15, 7, 24, 8, , 
+2023/12/15, 23, 14, 16, 12, , 
+2023/12/16, 41, 7, 31, 4, , 
+2023/12/17, 23, 8, 31, , , 
+2023/12/18, 30, , , , , 
 2023/11/2, 51, 19, 46, 9, 2, 
 2023/11/3, 57, 24, 47, 6, 1, 
 2023/11/4, 73, 27, 45, 6, 1, 
diff --git a/data/japan-aqi/tsukisamuchuodori,-hokkaido prefecture, japan-air-quality.csv b/data/japan-aqi/tsukisamuchuodori,-hokkaido prefecture, japan-air-quality.csv
index 3e8c5f64..f5f75aa8 100644
--- a/data/japan-aqi/tsukisamuchuodori,-hokkaido prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/tsukisamuchuodori,-hokkaido prefecture, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 46, 7, , 6, , 3
 2023/12/8, 23, 8, , 10, , 4
 2023/12/9, 25, 12, , 12, , 4
-2023/12/10, 36, 9, , 6, , 3
-2023/12/11, 29, , , , , 
+2023/12/10, 36, 7, , 7, , 3
+2023/12/11, 23, 8, , 16, , 4
+2023/12/12, 26, 8, , 20, , 3
+2023/12/13, 27, 5, , 13, , 2
+2023/12/14, 12, 5, , 7, , 2
+2023/12/15, 13, 6, , 17, , 3
+2023/12/16, 15, 6, , 19, , 3
+2023/12/17, 20, 3, , 12, , 2
+2023/12/18, 11, , , , , 
 2023/11/2, 20, 15, , 12, , 3
 2023/11/3, 43, 19, , 6, , 3
 2023/11/4, 53, 9, , 8, , 2
diff --git a/data/japan-aqi/tsurugamine,-kanagawa, japan-air-quality.csv b/data/japan-aqi/tsurugamine,-kanagawa, japan-air-quality.csv
index 1ce0e3ed..66490497 100644
--- a/data/japan-aqi/tsurugamine,-kanagawa, japan-air-quality.csv	
+++ b/data/japan-aqi/tsurugamine,-kanagawa, japan-air-quality.csv	
@@ -1,32 +1,438 @@
 date, pm25, pm10, o3, no2, so2, co
-2022/8/2, 37, 24, 39, 4, 1, 2
-2022/8/3, 44, 34, 64, 7, 1, 3
-2022/8/4, 60, 27, 38, 14, 3, 4
-2022/8/5, 48, 10, 25, 6, 4, 4
-2022/8/6, 22, 16, 38, 9, 7, 4
-2022/8/7, 33, 17, 37, 5, 2, 3
-2022/8/8, 32, 19, 23, 1, 1, 2
-2022/8/9, 34, 20, 16, 1, 1, 1
-2022/8/10, 36, 14, 13, 1, 1, 1
-2022/8/11, 20, 14, 15, 2, 1, 1
-2022/8/12, 19, 24, 12, 1, 1, 1
-2022/8/13, 24, 19, 18, 1, 1, 1
-2022/8/14, 20, 24, 37, 1, 1, 3
-2022/8/15, 41, 29, 66, 4, 1, 3
-2022/8/16, 56, 28, 17, 1, 1, 1
-2022/8/17, 44, 21, 46, 9, 2, 3
-2022/8/18, 31, 15, 31, 8, 2, 3
-2022/8/19, 28, 12, 51, 4, 1, 2
-2022/8/20, 25, 21, 55, 6, 2, 4
-2022/8/21, 45, 29, 45, 6, 2, 4
-2022/8/22, 58, 21, 52, 9, 3, 3
-2022/8/23, 42, 19, 24, 2, 1, 1
-2022/8/24, 27, 21, 40, 6, 2, 4
-2022/8/25, 38, 28, 41, 10, 3, 3
-2022/8/26, 40, 34, 34, 7, 1, 
-2022/8/27, 50, 26, 40, 3, 1, 
-2022/8/28, 47, 18, 32, 2, 1, 
-2022/8/29, 39, , , , , 
+2023/12/2, 19, 11, 22, 19, 1, 5
+2023/12/3, 27, 9, 30, 10, 1, 4
+2023/12/4, 27, 9, 23, 21, 1, 6
+2023/12/5, 19, 14, 11, 23, 2, 6
+2023/12/6, 37, 10, 26, 21, 1, 6
+2023/12/7, 25, 13, 36, 14, 1, 5
+2023/12/8, 30, 12, 31, 17, 1, 4
+2023/12/9, 24, 16, 28, 19, 1, 6
+2023/12/10, 39, 22, 32, 27, 3, 8
+2023/12/11, 53, 21, 21, 13, 1, 4
+2023/12/12, 44, 10, 27, 11, 1, 4
+2023/12/13, 26, 6, 27, 10, 1, 3
+2023/12/14, 16, 11, 22, 16, 1, 5
+2023/12/15, 23, 13, 30, 14, 1, 3
+2023/12/16, 30, 14, 30, 6, 1, 4
+2023/12/17, 30, 10, 28, 2, , 
+2023/12/18, 25, , , , , 
+2023/11/2, 41, 18, 33, 22, 4, 5
+2023/11/3, 46, , , , , 
+2023/11/7, 28, 23, 32, 3, 1, 3
+2023/11/8, 28, 12, 31, 7, 1, 3
+2023/11/9, 25, 17, 30, 17, 1, 6
+2023/11/10, 39, 21, 13, 19, 1, 5
+2023/11/11, 48, 7, 26, 6, 1, 3
+2023/11/12, 23, 10, 23, 6, 1, 4
+2023/11/13, 24, 7, 28, 5, 1, 5
+2023/11/14, 20, 8, 31, 14, 1, 6
+2023/11/15, 15, 8, 21, 13, 1, 6
+2023/11/16, 20, 13, 26, 19, 1, 7
+2023/11/17, 36, 7, 33, 12, 1, 5
+2023/11/18, 19, 6, 31, 3, , 3
+2023/11/19, 12, 7, 29, 8, 1, 6
+2023/11/20, 20, 8, 29, 10, 1, 5
+2023/11/21, 18, 11, 25, 15, 1, 5
+2023/11/22, 23, 17, 24, 24, 1, 6
+2023/11/23, 41, 18, 36, 14, 1, 4
+2023/11/24, 43, 16, 41, 5, 1, 3
+2023/11/25, 40, 4, 27, 4, 1, 3
+2023/11/26, 11, 7, 23, 5, , 4
+2023/11/27, 19, 14, 20, 15, 1, 6
+2023/11/28, 37, 12, 36, 6, 1, 3
+2023/11/29, 28, 10, 29, 13, 1, 5
+2023/11/30, 26, 10, 29, 10, 1, 4
+2023/12/1, 26, 7, 22, 17, 1, 5
+2023/10/2, 36, 11, 38, 4, 2, 2
+2023/10/3, 27, 11, 46, 7, 1, 2
+2023/10/4, 24, 10, 29, 9, 1, 4
+2023/10/5, 26, 11, 35, 7, 1, 3
+2023/10/6, 27, 8, 38, 4, 2, 3
+2023/10/7, 19, 9, 35, 3, 2, 3
+2023/10/8, 21, 10, 30, 3, 1, 3
+2023/10/9, 27, 4, 25, 3, 1, 4
+2023/10/10, 15, 5, 32, 5, 1, 4
+2023/10/11, 12, 10, 37, 6, 2, 4
+2023/10/12, 26, 13, 37, 8, 2, 3
+2023/10/13, 31, 12, 38, 10, 2, 4
+2023/10/14, 30, 14, 43, 9, 2, 4
+2023/10/15, 33, 14, 32, 9, 1, 5
+2023/10/16, 35, 10, 47, 13, , 6
+2023/10/17, 25, 12, 37, 12, 2, 5
+2023/10/18, 29, 13, 32, 16, 2, 5
+2023/10/19, 32, 15, 44, 12, 2, 5
+2023/10/20, 38, 17, 37, 3, 1, 3
+2023/10/21, 39, 6, 32, 4, 2, 3
+2023/10/22, 15, 6, 32, 3, 1, 3
+2023/10/23, 17, 13, 24, 23, 4, 6
+2023/10/24, 29, 14, 36, 14, 3, 5
+2023/10/25, 34, 17, 37, 15, 2, 4
+2023/10/26, 44, 15, 39, 13, 2, 5
+2023/10/27, 37, 17, 47, 13, 3, 4
+2023/10/28, 42, 17, 43, 10, 2, 4
+2023/10/29, 47, 6, 31, 4, 1, 3
+2023/10/30, 18, 9, 30, 11, 2, 4
+2023/10/31, 19, 15, 22, 19, 3, 5
+2023/11/1, 33, 15, 38, 12, 2, 5
+2023/7/2, 19, 11, 64, 3, 1, 2
+2023/7/3, 20, 22, 50, 5, 1, 3
+2023/7/4, 43, 22, 55, 7, 2, 3
+2023/7/5, 45, 14, 37, 4, 1, 1
+2023/7/6, 28, 12, 41, 3, 1, 2
+2023/7/7, 25, 24, 54, 6, 1, 3
+2023/7/8, 48, 29, 33, 1, , 1
+2023/7/9, 41, 30, 16, 1, 1, 1
+2023/7/10, 39, 31, 36, 3, , 2
+2023/7/11, 52, 19, 51, 5, 1, 2
+2023/7/12, 47, 32, 32, 5, 1, 2
+2023/7/13, 54, 15, 26, 6, 1, 3
+2023/7/14, 33, 19, 43, 9, 3, 4
+2023/7/15, 39, 16, 16, 1, 1, 1
+2023/7/16, 20, 19, 24, 1, 1, 1
+2023/7/17, 32, 20, 37, 5, 2, 3
+2023/7/18, 49, 25, 98, 9, 3, 3
+2023/7/19, 56, 27, 32, 6, 1, 2
+2023/7/20, 54, 18, 31, 9, 3, 3
+2023/7/21, 39, 17, 41, 6, 2, 3
+2023/7/22, 40, 14, 43, 5, 2, 3
+2023/7/23, 27, 13, 42, 6, 3, 4
+2023/7/24, 33, 11, 29, 3, 1, 2
+2023/7/25, 30, 14, 65, 6, 2, 3
+2023/7/26, 35, 19, 78, 8, 2, 3
+2023/7/27, 43, 16, 40, 5, 1, 2
+2023/7/28, 40, 14, 28, 3, 1, 1
+2023/7/29, 29, 11, 27, 2, 1, 1
+2023/7/30, 23, 12, 23, 1, 1, 1
+2023/7/31, 27, 12, 17, 1, 1, 1
+2023/8/1, 18, 14, 23, 7, 1, 2
+2023/8/2, 22, 12, 16, 5, 1, 1
+2023/8/3, 21, 14, 13, 1, 2, 1
+2023/8/4, 25, 17, 27, 2, 1, 2
+2023/8/5, 33, 14, 18, 1, 1, 1
+2023/8/6, 19, 17, 15, 1, 1, 1
+2023/8/7, 24, 11, 14, 3, , 1
+2023/8/8, 18, 14, 22, 4, 1, 2
+2023/8/9, 18, 20, 8, 3, 1, 2
+2023/8/10, 19, 26, 16, 3, 1, 2
+2023/8/11, 25, 20, 25, 3, 1, 2
+2023/8/12, 21, 16, 42, 4, 1, 3
+2023/8/13, 29, 17, 16, 5, 1, 3
+2023/8/14, 23, 28, 8, 3, 1, 2
+2023/8/15, 29, 44, 20, 1, 1, 1
+2023/8/16, 51, 36, 20, 1, , 2
+2023/8/17, 47, 20, 20, 1, 1, 2
+2023/8/18, 33, 18, 19, 2, 1, 2
+2023/8/19, 33, 25, 36, 6, 2, 4
+2023/8/20, 46, 23, 60, 5, 1, 3
+2023/8/21, 44, 12, 26, 6, 2, 3
+2023/8/22, 23, 14, 12, 7, 1, 3
+2023/8/23, 25, 13, 10, 3, 1, 2
+2023/8/24, 19, 13, 11, 2, , 1
+2023/8/25, 15, 9, 8, 1, 1, 1
+2023/8/26, 17, 10, 24, 5, 2, 3
+2023/8/27, 20, 13, 28, 4, 1, 2
+2023/8/28, 26, 17, 36, 4, 2, 2
+2023/8/29, 30, 16, 29, 4, 1, 3
+2023/8/30, 29, 16, 14, 3, 1, 2
+2023/8/31, 22, 18, 13, 2, , 
+2023/9/1, 23, 12, 15, 2, 1, 
+2023/9/2, 18, 11, 17, 2, 1, 2
+2023/9/3, 21, 13, 32, 3, 1, 3
+2023/9/4, 25, 10, 12, 9, 1, 3
+2023/9/5, 20, 10, 22, 2, 1, 2
+2023/9/6, 17, 10, 17, 4, 1, 2
+2023/9/7, 24, 13, 31, 9, 3, 3
+2023/9/8, 26, 10, 29, 4, 1, 4
+2023/9/9, 20, 11, 33, 5, 1, 4
+2023/9/10, 20, 16, 20, 2, 1, 3
+2023/9/11, 30, 10, 15, 3, , 2
+2023/9/12, 18, 15, 29, 6, 1, 3
+2023/9/13, 26, 18, 53, 9, 1, 4
+2023/9/14, 34, 11, 18, 4, 1, 2
+2023/9/15, 18, 20, 44, 13, 1, 4
+2023/9/16, 38, 22, 34, 7, 1, 4
+2023/9/17, 36, 16, 29, 3, 1, 3
+2023/9/18, 30, 10, 15, 1, , 
+2023/9/19, 20, 12, 20, 2, 1, 2
+2023/9/20, 21, 22, 44, 9, 1, 4
+2023/9/21, 48, 20, 20, 4, 1, 3
+2023/9/22, 28, 12, 27, 8, 1, 4
+2023/9/23, 23, 8, 30, 4, 1, 3
+2023/9/24, 15, 10, 38, 2, 1, 3
+2023/9/25, 21, 12, 40, 6, 1, 3
+2023/9/26, 27, 15, 46, 9, 2, 4
+2023/9/27, 33, 20, 43, 12, , 4
+2023/9/28, 40, 32, 50, 6, , 4
+2023/9/29, 60, 21, 34, 9, 4, 4
+2023/9/30, 38, 16, 40, 6, 2, 3
+2023/10/1, 25, 17, 35, 3, 1, 2
+2023/4/2, 51, 16, 42, 5, 1, 4
+2023/4/3, 43, 11, 42, 5, 1, 3
+2023/4/4, 30, 12, 46, 12, 1, 4
+2023/4/5, 30, 14, 51, 13, 1, 4
+2023/4/6, 37, 12, 43, 1, 1, 2
+2023/4/7, 28, 20, 36, 1, 1, 2
+2023/4/8, 37, 11, 39, 5, 1, 4
+2023/4/9, 26, 12, 47, 5, 1, 3
+2023/4/10, 36, 15, 49, 7, 1, 4
+2023/4/11, 42, 17, 46, 4, 1, 2
+2023/4/12, 40, 16, 41, 3, 1, 4
+2023/4/13, 37, 40, 44, 5, 1, 2
+2023/4/14, 53, 35, 41, 3, , 2
+2023/4/15, 50, 14, 37, 7, , 3
+2023/4/16, 30, 9, 40, 4, 1, 3
+2023/4/17, 27, 16, 40, 3, 1, 4
+2023/4/18, 31, 21, 42, 9, 1, 4
+2023/4/19, 44, 27, 41, 13, 1, 4
+2023/4/20, 57, 33, 53, 7, 2, 4
+2023/4/21, 66, 23, 41, 3, 1, 3
+2023/4/22, 48, 33, 38, 5, 1, 3
+2023/4/23, 52, 15, 48, 3, 1, 2
+2023/4/24, 31, 13, 42, 7, 1, 3
+2023/4/25, 36, 15, 41, 9, 1, 3
+2023/4/26, 39, 10, 32, 6, 1, 3
+2023/4/27, 21, 7, 54, 2, 1, 3
+2023/4/28, 19, 13, 56, 3, , 3
+2023/4/29, 35, 13, 45, 1, , 2
+2023/4/30, 28, 13, 35, 2, 1, 3
+2023/5/1, 24, 20, 47, 5, 1, 3
+2023/5/2, 44, 12, 48, 5, 1, 3
+2023/5/3, 28, 14, 53, 7, 1, 3
+2023/5/4, 36, 17, 49, 4, 1, 3
+2023/5/5, 42, 14, 43, 1, 1, 2
+2023/5/6, 34, 19, 39, 1, , 
+2023/5/7, 40, 13, 33, 5, 1, 3
+2023/5/8, 25, 5, 36, 6, 1, 3
+2023/5/9, 16, 11, 43, 7, 1, 3
+2023/5/10, 26, 17, 63, 11, 1, 3
+2023/5/11, 48, 18, 44, 11, 2, 3
+2023/5/12, 43, 13, 44, 8, 1, 3
+2023/5/13, 33, 12, 34, 5, , 2
+2023/5/14, 31, 12, 35, 4, 1, 3
+2023/5/15, 26, 11, 40, 7, 1, 3
+2023/5/16, 28, 13, 57, 7, 1, 3
+2023/5/17, 29, 23, 69, 10, 1, 3
+2023/5/18, 54, 33, 76, 11, 2, 4
+2023/5/19, 71, 13, 38, 3, 1, 2
+2023/5/20, 34, 8, 37, 5, 1, 3
+2023/5/21, 21, 15, 43, 5, 2, 3
+2023/5/22, 34, 22, 71, 8, 1, 4
+2023/5/23, 51, 33, 39, 6, 1, 2
+2023/5/24, 56, 12, 42, 6, 1, 3
+2023/5/25, 25, 11, 36, 7, 2, 3
+2023/5/26, 27, 11, 38, 4, 1, 2
+2023/5/27, 20, 11, 40, 4, 1, 2
+2023/5/28, 24, 16, 36, 1, 1, 1
+2023/5/29, 27, 18, 23, 12, , 3
+2023/5/30, 38, 10, 40, 5, 1, 3
+2023/5/31, 25, 12, 31, 9, 2, 3
+2023/6/1, 26, 12, 37, 10, 1, 3
+2023/6/2, 28, 15, 28, 3, 1, 2
+2023/6/3, 16, 13, 44, 6, 1, 3
+2023/6/4, 29, 16, 42, 4, 1, 2
+2023/6/5, 32, 19, 51, 8, 1, 3
+2023/6/6, 47, 18, 45, 9, 1, 3
+2023/6/7, 46, 15, 77, 5, 1, 3
+2023/6/8, 37, 14, 48, 7, 1, 3
+2023/6/9, 33, 8, 40, 9, , 5
+2023/6/10, 23, 14, 42, 7, 1, 4
+2023/6/11, 28, 15, 36, 9, 1, 5
+2023/6/12, 30, 17, 17, 16, 1, 5
+2023/6/13, 34, 13, 45, 7, 1, 3
+2023/6/14, 28, 14, 30, 6, 1, 3
+2023/6/15, 26, 14, 30, 8, 1, 3
+2023/6/16, 29, 9, 52, 5, 1, 4
+2023/6/17, 22, 14, 57, 5, 1, 3
+2023/6/18, 37, 25, 52, 5, 1, 3
+2023/6/19, 60, 23, 52, 5, 2, 3
+2023/6/20, 49, 15, 37, 6, 3, 3
+2023/6/21, 33, 13, 39, 7, 2, 3
+2023/6/22, 28, 11, 30, 8, 2, 4
+2023/6/23, 28, 15, 40, 10, 2, 5
+2023/6/24, 36, 23, 74, 8, 3, 5
+2023/6/25, 54, 30, 83, 5, 2, 5
+2023/6/26, 61, 22, 50, 7, 3, 5
+2023/6/27, 50, 24, 44, 5, 1, 3
+2023/6/28, 51, 25, 33, 5, 1, 2
+2023/6/29, 50, 17, 40, 6, 1, 3
+2023/6/30, 38, 26, 22, 7, 1, 4
+2023/7/1, 43, 15, 36, 2, , 2
+2023/1/3, 11, 7, 24, 12, 1, 5
+2023/1/4, 17, 6, 24, 12, 1, 5
+2023/1/5, 16, 3, 27, 7, 1, 4
+2023/1/6, 11, 2, 20, 25, 2, 4
+2023/1/7, 23, 2, 23, 21, 2, 6
+2023/1/8, 41, 3, 29, 21, 3, 7
+2023/1/9, 50, 3, 34, 13, 2, 6
+2023/1/10, 41, 5, 29, 6, 1, 3
+2023/1/11, 17, 13, 15, 26, 4, 7
+2023/1/12, 32, 17, 16, 30, 3, 9
+2023/1/13, 49, 17, 28, 26, 3, 7
+2023/1/14, 45, , , , , 
+2023/1/17, 16, 7, 24, 12, 2, 4
+2023/1/18, 19, 13, 20, 21, 2, 6
+2023/1/19, 37, 7, 20, 15, 2, 4
+2023/1/20, 21, 12, 26, 19, 2, 5
+2023/1/21, 36, 6, 28, 3, 1, 3
+2023/1/22, 13, 12, 23, 11, 3, 4
+2023/1/23, 29, 15, 16, 16, 2, 5
+2023/1/24, 46, 15, 29, 12, 1, 4
+2023/1/25, 39, 4, 28, 6, 1, 3
+2023/1/26, 13, 8, 24, 25, 1, 6
+2023/1/27, 20, 10, 15, 27, 2, 5
+2023/1/28, 26, 6, 29, 7, 1, 5
+2023/1/29, 12, 10, 27, 17, 2, 6
+2023/1/30, 26, 10, 29, 13, 1, 5
+2023/1/31, 26, 7, 28, 10, 1, 4
+2023/2/1, 17, 14, 36, 15, 1, 5
+2023/2/2, 28, 8, 31, 6, 1, 4
+2023/2/3, 18, 11, 29, 12, 1, 4
+2023/2/4, 27, 18, 29, 19, 2, 6
+2023/2/5, 47, 10, 30, 12, 2, 5
+2023/2/6, 26, 14, 30, 22, , 6
+2023/2/7, 36, 17, 34, 18, 2, 6
+2023/2/8, 44, 22, 30, 14, 2, 5
+2023/2/9, 56, 10, 32, 5, 1, 3
+2023/2/10, 25, 8, 25, 10, 1, 3
+2023/2/11, 22, 6, 35, 8, 3, 4
+2023/2/12, 17, 11, 34, 11, 1, 4
+2023/2/13, 24, 11, 26, 12, 1, 4
+2023/2/14, 29, 5, 31, 7, 1, 3
+2023/2/15, 13, 5, 32, 3, 1, 3
+2023/2/16, 13, 7, 24, 16, 1, 4
+2023/2/17, 20, 14, 28, 24, 2, 6
+2023/2/18, 44, 18, 38, 23, 3, 7
+2023/2/19, 49, 17, 36, 9, 1, 4
+2023/2/20, 38, 8, 34, 8, 2, 4
+2023/2/21, 19, 7, 35, 2, 1, 3
+2023/2/22, 17, 8, 31, 12, 1, 3
+2023/2/23, 19, 17, 26, 21, 2, 6
+2023/2/24, 48, 17, 17, 24, 4, 6
+2023/2/25, 46, 10, 35, 8, 1, 4
+2023/2/26, 26, 6, 34, 3, , 3
+2023/2/27, 17, 10, 33, 8, 1, 3
+2023/2/28, 20, 13, 40, 10, 1, 3
+2023/3/1, 26, 13, 40, 7, 2, 3
+2023/3/2, 27, 11, 38, 2, 1, 3
+2023/3/3, 19, 8, 33, 7, 1, 3
+2023/3/4, 16, 13, 37, 12, 1, 4
+2023/3/5, 33, 14, 34, 7, 1, 4
+2023/3/6, 32, 13, 32, 13, 1, 5
+2023/3/7, 39, 16, 42, 18, 1, 6
+2023/3/8, 49, 21, 48, 18, 2, 5
+2023/3/9, 52, 30, 66, 13, 2, 5
+2023/3/10, 63, 20, 41, 3, 1, 4
+2023/3/11, 45, 15, 42, 8, 2, 4
+2023/3/12, 33, 15, 41, 10, 2, 4
+2023/3/13, 33, 17, 44, 3, 1, 3
+2023/3/14, 30, 8, 30, 9, 3, 3
+2023/3/15, 19, 14, 39, 11, 2, 4
+2023/3/16, 35, 17, 40, 11, 1, 4
+2023/3/17, 40, 21, 27, 14, 2, 4
+2023/3/18, 42, 7, 30, 7, 1, 3
+2023/3/19, 18, 8, 37, 8, 2, 3
+2023/3/20, 23, 13, 43, 7, 1, 3
+2023/3/21, 30, 13, 34, 8, 1, 3
+2023/3/22, 27, 17, 47, 13, 2, 4
+2023/3/23, 42, 17, 27, 18, 1, 4
+2023/3/24, 35, 12, 30, 8, 2, 4
+2023/3/25, 25, 23, 34, 6, 1, 3
+2023/3/26, 47, 7, 26, 6, , 4
+2023/3/27, 14, 17, 37, 8, 2, 4
+2023/3/28, 33, 25, 28, 10, 1, 4
+2023/3/29, 46, 22, 40, 9, 2, 3
+2023/3/30, 45, 13, 40, 8, 1, 3
+2023/3/31, 30, 13, 39, 9, 1, 4
+2023/4/1, 34, 21, 59, 13, 3, 6
+2022/10/2, 34, 17, 47, 7, 2, 4
+2022/10/3, 40, 20, 38, 8, 2, 4
+2022/10/4, 48, 18, 35, 3, 1, 2
+2022/10/5, 34, 12, 21, 7, 1, 3
+2022/10/6, 29, 7, 22, 7, 1, 3
+2022/10/7, 14, 6, 27, 6, 1, 3
+2022/10/8, 14, 9, 19, 14, 2, 5
+2022/10/9, 21, 9, 28, 6, 1, 4
+2022/10/10, 17, 13, 32, 4, 1, 3
+2022/10/11, 23, 13, 35, 11, 2, 4
+2022/10/12, 31, 11, 18, 11, 1, 3
+2022/10/13, 23, 13, 22, 9, 1, 4
+2022/10/14, 31, 9, 23, 8, 1, 4
+2022/10/15, 19, 13, 33, 8, 1, 4
+2022/10/16, 28, 15, 30, 9, 2, 4
+2022/10/17, 38, 21, 14, 16, 1, 5
+2022/10/18, 45, 11, 24, 8, 1, 3
+2022/10/19, 26, 9, 20, 11, 1, 4
+2022/10/20, 25, 11, 27, 15, 2, 6
+2022/10/21, 26, 12, 39, 12, 2, 5
+2022/10/22, 34, 20, 21, 18, , 5
+2022/10/23, 51, 21, 38, 17, 3, 5
+2022/10/24, 55, 8, 28, 6, 1, 3
+2022/10/25, 21, 8, 20, 6, 1, 3
+2022/10/26, 21, 8, 27, 6, 1, 3
+2022/10/27, 19, 14, 22, 18, 2, 5
+2022/10/28, 37, 18, 20, 21, 2, 6
+2022/10/29, 48, 12, 33, 8, 1, 4
+2022/10/30, 34, 11, 33, 12, 1, 2
+2022/10/31, 34, 10, 30, 11, 2, 
+2022/11/1, 26, 10, 24, 10, 1, 
+2022/11/2, 25, 12, 25, 20, 2, 
+2022/11/3, 28, 13, 37, 10, 2, 4
+2022/11/4, 32, 14, 33, 16, 3, 5
+2022/11/5, 35, , , , , 
+2022/11/8, 37, 12, 36, 13, 3, 6
+2022/11/9, 33, 15, 27, 25, 3, 6
+2022/11/10, 37, 19, 38, 15, 2, 6
+2022/11/11, 48, 17, 37, 17, 2, 5
+2022/11/12, 44, 20, 34, 19, 3, 7
+2022/11/13, 49, 16, 37, 10, 1, 5
+2022/11/14, 38, 7, 24, 6, 2, 3
+2022/11/15, 15, 7, 17, 10, 1, 4
+2022/11/16, 15, 9, 24, 19, 1, 5
+2022/11/17, 22, 11, 23, 18, 1, 6
+2022/11/18, 29, 13, 28, 15, 2, 5
+2022/11/19, 32, , , , , 
+2022/11/22, 25, 11, 27, 13, 1, 5
+2022/11/23, 26, 9, 28, 6, 1, 4
+2022/11/24, 24, 6, 26, 9, 1, 5
+2022/11/25, 12, 10, 24, 18, 2, 4
+2022/11/26, 23, 16, 8, 24, 3, 6
+2022/11/27, 42, 13, 31, 9, 1, 4
+2022/11/28, 29, 15, 13, 17, 1, 5
+2022/11/29, 34, 18, 30, 10, 1, 5
+2022/11/30, 31, 10, 23, 12, 1, 4
+2022/12/1, 20, 6, 22, 9, 1, 4
+2022/12/2, 14, 6, 22, 9, 1, 3
+2022/12/3, 17, 9, 16, 16, 1, 5
+2022/12/4, 24, 10, 23, 11, 1, 6
+2022/12/5, 27, 7, 18, 12, 1, 4
+2022/12/6, 18, 8, 13, 15, 1, 6
+2022/12/7, 19, 12, 13, 24, 4, 9
+2022/12/8, 34, 12, 13, 29, 3, 8
+2022/12/9, 30, 12, 14, 25, 5, 7
+2022/12/10, 34, 16, 21, 24, 5, 8
+2022/12/11, 43, 12, 27, 12, 3, 4
+2022/12/12, 31, 9, 28, 13, 1, 4
+2022/12/13, 24, 10, 14, 20, 2, 6
+2022/12/14, 24, 15, 30, 6, 1, 4
+2022/12/15, 26, 8, 22, 19, 1, 5
+2022/12/16, 16, 10, 22, 20, 2, 6
+2022/12/17, 24, 8, 18, 12, 2, 4
+2022/12/18, 24, 6, 29, 7, 1, 3
+2022/12/19, 18, 7, 28, 13, 1, 5
+2022/12/20, 14, 11, 16, 30, 3, 7
+2022/12/21, 26, 11, 15, 24, 2, 5
+2022/12/22, 24, 8, 32, 14, 1, 4
+2022/12/23, 23, 6, 29, 4, 1, 2
+2022/12/24, 14, 9, 26, 12, 1, 5
+2022/12/25, 20, 5, 27, 9, 1, 5
+2022/12/26, 14, 5, 29, 9, 1, 4
+2022/12/27, 13, 6, 27, 12, 1, 5
+2022/12/28, 19, 10, 22, 21, 2, 7
+2022/12/29, 27, 13, 23, 22, 3, 8
+2022/12/30, 34, 7, 22, 13, 1, 5
+2022/12/31, 21, 10, 21, 17, 1, 7
+2023/1/1, 30, 9, 29, 12, 1, 6
+2023/1/2, 26, 4, 28, 4, 1, 4
 2022/7/2, 53, 23, 35, 6, , 2
 2022/7/3, 45, 16, 24, 3, , 2
 2022/7/4, 32, 10, 16, 5, , 3
@@ -58,36 +464,97 @@ date, pm25, pm10, o3, no2, so2, co
 2022/7/30, 22, 16, 16, 3, 1, 2
 2022/7/31, 25, 18, 27, 3, 1, 2
 2022/8/1, 31, 19, 31, 3, 1, 2
-2022/6/2, 30, 13, 38, 4, 1, 3
-2022/6/3, 31, 16, 47, 7, 1, 3
-2022/6/4, 42, 14, 52, 4, 2, 3
-2022/6/5, 42, 14, 43, 3, 1, 2
-2022/6/6, 36, 10, 37, 6, 1, 3
-2022/6/7, 21, 6, 32, 5, 1, 3
-2022/6/8, 13, 14, 26, 6, 1, 3
-2022/6/9, 31, 10, 35, 9, 1, 3
-2022/6/10, 26, 17, 37, 8, 3, 4
-2022/6/11, 38, 8, 31, 4, 1, 2
-2022/6/12, 18, 12, 38, 3, 1, 3
-2022/6/13, 27, 11, 40, 5, 2, 2
-2022/6/14, 27, 12, 24, 6, 2, 3
-2022/6/15, 25, 9, 31, 8, 1, 3
-2022/6/16, 19, 16, 40, 8, 1, 3
-2022/6/17, 35, 29, 56, 10, 1, 5
-2022/6/18, 60, 22, 27, 11, 1, 4
-2022/6/19, 46, 12, 36, 4, 1, 3
-2022/6/20, 23, 21, 36, 5, 1, 2
-2022/6/21, 46, 32, 50, 12, 3, 4
-2022/6/22, 60, 18, 39, 7, 1, 3
-2022/6/23, 41, 23, 29, 8, 2, 3
-2022/6/24, 46, 19, 18, 2, 1, 2
-2022/6/25, 32, 25, 25, 1, 1, 1
-2022/6/26, 42, 18, 27, 1, 1, 1
-2022/6/27, 36, 20, 37, 7, 1, 2
-2022/6/28, 46, 25, 38, 11, 3, 3
-2022/6/29, 52, 22, 38, 5, 1, 1
-2022/6/30, 47, 29, 81, 11, 3, 4
-2022/7/1, 58, 29, 78, 9, 2, 3
+2022/8/2, 37, 24, 39, 4, 1, 2
+2022/8/3, 44, 34, 64, 7, 1, 3
+2022/8/4, 60, 27, 38, 14, 3, 4
+2022/8/5, 48, 10, 25, 6, 4, 4
+2022/8/6, 22, 16, 38, 9, 7, 4
+2022/8/7, 33, 17, 37, 5, 2, 3
+2022/8/8, 32, 19, 23, 1, 1, 2
+2022/8/9, 34, 20, 16, 1, 1, 1
+2022/8/10, 36, 14, 13, 1, 1, 1
+2022/8/11, 20, 14, 15, 2, 1, 1
+2022/8/12, 19, 24, 12, 1, 1, 1
+2022/8/13, 24, 19, 18, 1, 1, 1
+2022/8/14, 20, 24, 37, 1, 1, 3
+2022/8/15, 41, 29, 66, 4, 1, 3
+2022/8/16, 56, 28, 17, 1, 1, 1
+2022/8/17, 44, 21, 46, 9, 2, 3
+2022/8/18, 31, 15, 31, 8, 2, 3
+2022/8/19, 28, 12, 51, 4, 1, 2
+2022/8/20, 25, 21, 55, 6, 2, 4
+2022/8/21, 45, 29, 45, 6, 2, 4
+2022/8/22, 58, 21, 52, 9, 3, 3
+2022/8/23, 42, 19, 24, 2, 1, 1
+2022/8/24, 27, 21, 40, 6, 2, 4
+2022/8/25, 38, 28, 41, 10, 3, 4
+2022/8/26, 40, 34, 34, 7, 1, 4
+2022/8/27, 50, 26, 40, 3, 1, 3
+2022/8/28, 47, 12, 40, 3, 1, 3
+2022/8/29, 26, 9, 36, 5, 1, 3
+2022/8/30, 22, 16, 30, 12, 1, 4
+2022/8/31, 33, 22, 16, 8, 1, 3
+2022/9/1, 30, 17, 13, 3, 1, 2
+2022/9/2, 15, 9, 25, 10, 1, 4
+2022/9/3, 14, 14, 34, 9, 2, 4
+2022/9/4, 29, 20, 41, 6, 2, 4
+2022/9/5, 38, 20, 28, 9, 3, 4
+2022/9/6, 41, 11, 11, 6, 1, 3
+2022/9/7, 18, 11, 10, 5, 1, 3
+2022/9/8, 18, 9, 23, 7, 1, 4
+2022/9/9, 20, 10, 18, 9, 5, 4
+2022/9/10, 19, 13, 40, 4, 4, 3
+2022/9/11, 29, 14, 27, 2, 3, 3
+2022/9/12, 33, 12, 34, 4, , 3
+2022/9/13, 23, 16, 39, 12, 5, 4
+2022/9/14, 37, 22, 39, 11, 3, 4
+2022/9/15, 45, 19, 34, 8, 3, 3
+2022/9/16, 41, 14, 37, 12, 3, 4
+2022/9/17, 35, 17, 38, 8, 3, 4
+2022/9/18, 36, 14, 15, 3, 1, 3
+2022/9/19, 20, 34, 19, 1, 1, 
+2022/9/20, 34, 22, 22, 3, 1, 3
+2022/9/21, 27, 9, 29, 4, 1, 2
+2022/9/22, 20, 10, 34, 4, 1, 3
+2022/9/23, 24, 10, 22, 8, 1, 4
+2022/9/24, 22, 10, 21, 6, 1, 3
+2022/9/25, 15, 14, 41, 3, 1, 3
+2022/9/26, 30, 18, 54, 10, 2, 5
+2022/9/27, 39, 19, 40, 11, 3, 4
+2022/9/28, 38, 14, 47, 7, 3, 3
+2022/9/29, 35, 19, 32, 12, 4, 4
+2022/9/30, 46, 19, 57, 10, 2, 5
+2022/10/1, 46, 13, 43, 6, 1, 4
+2022/4/2, 19, 11, 39, 6, 2, 4
+2022/4/3, 29, 9, 32, 6, 1, 4
+2022/4/4, 24, 4, 35, 5, 1, 4
+2022/4/5, 8, 7, 38, 6, 2, 4
+2022/4/6, 16, 14, 51, 10, 1, 4
+2022/4/7, 28, 23, 51, 9, 3, 5
+2022/4/8, 53, 16, 56, 7, 2, 4
+2022/4/9, 37, 20, 57, 8, 1, 4
+2022/4/10, 47, 24, 68, 6, 2, 4
+2022/4/11, 57, 25, 44, 6, 1, 3
+2022/4/12, 57, 22, 37, 4, 1, 2
+2022/4/13, 48, 18, 42, 8, 1, 3
+2022/4/14, 42, 12, 35, 9, 1, 3
+2022/4/15, 25, 5, 23, 9, 1, 3
+2022/4/16, 12, 7, 32, 6, 2, 3
+2022/4/17, 19, 13, 34, 7, 2, 4
+2022/4/18, 34, 15, 28, 13, 2, 5
+2022/4/19, 36, 11, 46, 7, 2, 4
+2022/4/20, 17, 19, 37, 9, 2, 4
+2022/4/21, 57, 21, 46, 10, 2, 5
+2022/4/22, 56, 10, 44, 8, 1, 4
+2022/4/23, 23, 25, 79, 14, 3, 7
+2022/4/24, 57, 18, 48, 5, 2, 4
+2022/4/25, 45, 16, 47, 6, 1, 4
+2022/4/26, 43, 14, 27, 4, 1, 3
+2022/4/27, 27, 15, 31, 4, 1, 2
+2022/4/28, 26, 18, 38, 8, 2, 4
+2022/4/29, 35, 10, 35, 8, 1, 4
+2022/4/30, 24, 6, 41, 4, 2, 4
+2022/5/1, 18, 11, 32, 6, 2, 4
 2022/5/2, 26, 9, 41, 6, 2, 4
 2022/5/3, 21, 11, 52, 4, 1, 4
 2022/5/4, 26, 16, 55, 4, 1, 4
@@ -119,36 +586,92 @@ date, pm25, pm10, o3, no2, so2, co
 2022/5/30, 40, 21, 60, 9, 4, 5
 2022/5/31, 51, 11, 39, 7, 1, 4
 2022/6/1, 27, 14, 54, 6, 2, 3
-2022/4/2, 19, 10, 34, 4, 2, 4
-2022/4/3, 29, 9, 32, 6, 1, 4
-2022/4/4, 24, 4, 35, 5, 1, 4
-2022/4/5, 8, 7, 38, 6, 2, 4
-2022/4/6, 16, 14, 51, 10, 1, 4
-2022/4/7, 28, 23, 51, 9, 3, 5
-2022/4/8, 53, 16, 56, 7, 2, 4
-2022/4/9, 37, 20, 57, 8, 1, 4
-2022/4/10, 47, 24, 68, 6, 2, 4
-2022/4/11, 57, 25, 44, 6, 1, 3
-2022/4/12, 57, 22, 37, 4, 1, 2
-2022/4/13, 48, 18, 42, 8, 1, 3
-2022/4/14, 42, 12, 35, 9, 1, 3
-2022/4/15, 25, 5, 23, 9, 1, 3
-2022/4/16, 12, 7, 32, 6, 2, 3
-2022/4/17, 19, 13, 34, 7, 2, 4
-2022/4/18, 34, 15, 28, 13, 2, 5
-2022/4/19, 36, 11, 46, 7, 2, 4
-2022/4/20, 17, 19, 37, 9, 2, 4
-2022/4/21, 57, 21, 46, 10, 2, 5
-2022/4/22, 56, 10, 44, 8, 1, 4
-2022/4/23, 23, 25, 79, 14, 3, 7
-2022/4/24, 57, 18, 48, 5, 2, 4
-2022/4/25, 45, 16, 47, 6, 1, 4
-2022/4/26, 43, 14, 27, 4, 1, 3
-2022/4/27, 27, 15, 31, 4, 1, 2
-2022/4/28, 26, 18, 38, 8, 2, 4
-2022/4/29, 35, 10, 35, 8, 1, 4
-2022/4/30, 24, 6, 41, 4, 2, 4
-2022/5/1, 18, 11, 32, 6, 2, 4
+2022/6/2, 30, 13, 38, 4, 1, 3
+2022/6/3, 31, 16, 47, 7, 1, 3
+2022/6/4, 42, 14, 52, 4, 2, 3
+2022/6/5, 42, 14, 43, 3, 1, 2
+2022/6/6, 36, 10, 37, 6, 1, 3
+2022/6/7, 21, 6, 32, 5, 1, 3
+2022/6/8, 13, 14, 26, 6, 1, 3
+2022/6/9, 31, 10, 35, 9, 1, 3
+2022/6/10, 26, 17, 37, 8, 3, 4
+2022/6/11, 38, 8, 31, 4, 1, 2
+2022/6/12, 18, 12, 38, 3, 1, 3
+2022/6/13, 27, 11, 40, 5, 2, 2
+2022/6/14, 27, 12, 24, 6, 2, 3
+2022/6/15, 25, 9, 31, 8, 1, 3
+2022/6/16, 19, 16, 40, 8, 1, 3
+2022/6/17, 35, 29, 56, 10, 1, 5
+2022/6/18, 60, 22, 27, 11, 1, 4
+2022/6/19, 46, 12, 36, 4, 1, 3
+2022/6/20, 23, 21, 36, 5, 1, 2
+2022/6/21, 46, 32, 50, 12, 3, 4
+2022/6/22, 60, 18, 39, 7, 1, 3
+2022/6/23, 41, 23, 29, 8, 2, 3
+2022/6/24, 46, 19, 18, 2, 1, 2
+2022/6/25, 32, 25, 25, 1, 1, 1
+2022/6/26, 42, 18, 27, 1, 1, 1
+2022/6/27, 36, 20, 37, 7, 1, 2
+2022/6/28, 46, 25, 38, 11, 3, 3
+2022/6/29, 52, 22, 38, 5, 1, 1
+2022/6/30, 47, 29, 81, 11, 3, 4
+2022/7/1, 58, 29, 78, 9, 2, 3
+2022/1/4, 19, 8, 28, 15, 1, 
+2022/1/5, 18, 5, 31, 4, 1, 
+2022/1/6, 12, 9, 20, 15, 1, 
+2022/1/7, 25, 10, 29, 15, 1, 
+2022/1/8, 28, 11, 22, 21, 2, 
+2022/1/9, 29, 15, 22, 22, 2, 
+2022/1/10, 42, 12, 28, 11, 2, 
+2022/1/11, 27, 14, 16, 22, 1, 
+2022/1/12, 35, 6, 28, 13, 1, 
+2022/1/13, 14, 7, 28, 12, 1, 
+2022/1/14, 19, 6, 27, 10, 1, 
+2022/1/15, 14, 8, 29, 17, 2, 
+2022/1/16, 18, 12, 27, 15, 2, 
+2022/1/17, 28, 14, 21, 25, 3, 
+2022/1/18, 35, 7, 25, 12, 1, 2
+2022/1/19, 13, 9, 18, 21, 2, 4
+2022/1/20, 22, 10, 27, 16, 1, 3
+2022/1/21, 27, 5, 31, 8, 1, 2
+2022/1/22, 13, 9, 27, 19, 2, 4
+2022/1/23, 24, 12, 27, 13, 1, 3
+2022/1/24, 29, 11, 32, 14, 1, 
+2022/1/25, 30, 12, 21, 21, 3, 
+2022/1/26, 26, 23, 16, 25, 3, 
+2022/1/27, 60, 16, 33, 16, 2, 
+2022/1/28, 45, 14, 30, 13, 1, 3
+2022/1/29, 36, 10, 27, 16, 2, 3
+2022/1/30, 25, 8, 31, 6, 1, 1
+2022/1/31, 26, 7, 31, 7, 1, 3
+2022/2/1, 14, 9, 30, 16, 1, 4
+2022/2/2, 21, 12, 34, 20, 1, 5
+2022/2/3, 36, 15, 30, 27, 3, 6
+2022/2/4, 43, 10, 27, 21, 3, 5
+2022/2/5, 25, 10, 33, 17, 1, 5
+2022/2/6, 27, 7, 31, 12, 1, 4
+2022/2/7, 18, 8, 29, 15, 1, 5
+2022/2/8, 20, 13, 25, 21, 3, 5
+2022/2/9, 33, 10, 30, 11, 2, 3
+2022/2/10, 26, 9, 27, 11, 1, 3
+2022/2/11, 28, 7, 31, 7, 1, 3
+2022/2/12, 20, 13, 27, 21, 3, 7
+2022/2/13, 35, 11, 30, 16, 1, 5
+2022/2/14, 37, 16, 32, 17, 1, 5
+2022/2/15, 45, 18, 27, 24, 2, 6
+2022/2/16, 48, 14, 34, 16, 1, 5
+2022/2/17, 34, 5, 35, 13, 1, 4
+2022/2/18, 15, 6, 34, 18, 1, 5
+2022/2/19, 12, 14, 15, 28, 3, 6
+2022/2/20, 35, 8, 33, 8, 1, 4
+2022/2/21, 25, 6, 35, 5, 1, 4
+2022/2/22, 16, 10, 26, 22, 2, 6
+2022/2/23, 25, , , , , 
+2022/2/25, 15, 9, 33, 16, 1, 4
+2022/2/26, 21, 11, 42, 10, 2, 4
+2022/2/27, 25, 15, 45, 7, 1, 4
+2022/2/28, 33, 12, 39, 13, 1, 4
+2022/3/1, 25, 16, 40, 15, 2, 5
 2022/3/2, 38, 15, 36, 14, 3, 3
 2022/3/3, 37, 16, 43, 8, 3, 4
 2022/3/4, 41, 14, 32, 10, 2, 3
@@ -180,59 +703,6 @@ date, pm25, pm10, o3, no2, so2, co
 2022/3/30, 37, 14, 37, 8, 1, 5
 2022/3/31, 41, 15, 37, 7, 2, 4
 2022/4/1, 37, 7, 39, 4, 1, 3
-2022/2/2, 21, 12, 34, 20, 1, 5
-2022/2/3, 36, 15, 30, 27, 3, 6
-2022/2/4, 43, 10, 27, 21, 3, 5
-2022/2/5, 25, 10, 33, 17, 1, 5
-2022/2/6, 27, 7, 31, 12, 1, 4
-2022/2/7, 18, 8, 29, 15, 1, 5
-2022/2/8, 20, 13, 25, 21, 3, 5
-2022/2/9, 33, 10, 30, 11, 2, 3
-2022/2/10, 26, 9, 27, 11, 1, 3
-2022/2/11, 28, 7, 31, 7, 1, 3
-2022/2/12, 20, 13, 27, 21, 3, 7
-2022/2/13, 35, 11, 30, 16, 1, 5
-2022/2/14, 37, 16, 32, 17, 1, 5
-2022/2/15, 45, 18, 27, 24, 2, 6
-2022/2/16, 48, 14, 34, 16, 1, 5
-2022/2/17, 34, 5, 35, 13, 1, 4
-2022/2/18, 15, 6, 34, 18, 1, 5
-2022/2/19, 12, 14, 15, 28, 3, 6
-2022/2/20, 35, 8, 33, 8, 1, 4
-2022/2/21, 25, 6, 35, 5, 1, 4
-2022/2/22, 16, 10, 26, 22, 2, 6
-2022/2/23, 25, , , , , 
-2022/2/25, 15, 9, 33, 16, 1, 4
-2022/2/26, 21, 11, 42, 10, 2, 4
-2022/2/27, 25, 15, 45, 7, 1, 4
-2022/2/28, 33, 10, 23, 11, 1, 2
-2022/3/1, 24, 16, 40, 15, 2, 5
-2022/1/4, 19, 8, 28, 15, 1, 
-2022/1/5, 18, 5, 31, 4, 1, 
-2022/1/6, 12, 9, 20, 15, 1, 
-2022/1/7, 25, 10, 29, 15, 1, 
-2022/1/8, 28, 11, 22, 21, 2, 
-2022/1/9, 29, 15, 22, 22, 2, 
-2022/1/10, 42, 12, 28, 11, 2, 
-2022/1/11, 27, 14, 16, 22, 1, 
-2022/1/12, 35, 6, 28, 13, 1, 
-2022/1/13, 14, 7, 28, 12, 1, 
-2022/1/14, 19, 6, 27, 10, 1, 
-2022/1/15, 14, 8, 29, 17, 2, 
-2022/1/16, 18, 12, 27, 15, 2, 
-2022/1/17, 28, 14, 21, 25, 3, 
-2022/1/18, 35, 7, 25, 12, 1, 2
-2022/1/19, 13, 9, 18, 21, 2, 4
-2022/1/20, 22, 10, 27, 16, 1, 3
-2022/1/21, 27, 5, 31, 8, 1, 2
-2022/1/22, 13, 9, 27, 19, 2, 4
-2022/1/23, 24, 12, 27, 13, 1, 3
-2022/1/24, 29, 11, 32, 14, 1, 
-2022/1/25, 30, 12, 21, 21, 3, 
-2022/1/26, 26, 23, 16, 25, 3, 
-2022/1/27, 60, 16, 33, 16, 2, 
-2022/1/28, 45, 14, 30, 9, 1, 4
-2022/1/29, 37, , , , , 
 2021/10/2, 11, 11, 38, 6, 1, 4
 2021/10/3, 19, 15, 40, 9, 1, 6
 2021/10/4, 34, 16, 35, 7, , 
@@ -3117,7 +3587,10 @@ date, pm25, pm10, o3, no2, so2, co
 2014/3/30, 66, , 40, 2, 1, 
 2014/3/31, 46, , 47, 7, 2, 
 2014/4/1, 31, 22, 40, 11, 4, 
-2022/2/1, , 9, 30, 16, 1, 4
+2023/11/6, , 15, 31, 3, 1, 2
+2023/1/16, , 5, 24, 16, 1, 4
+2022/11/7, , 16, 18, 27, 4, 9
+2022/11/21, , 10, 20, 20, 1, 7
 2022/2/24, , 7, 36, 5, 1, 3
 2021/11/8, , 9, 28, 11, 1, 5
 2021/4/10, , 10, 34, 6, 2, 
diff --git a/data/japan-aqi/ueda,-morioka, iwate, japan-air-quality.csv b/data/japan-aqi/ueda,-morioka, iwate, japan-air-quality.csv
index d53c7cbf..21e9b8a4 100644
--- a/data/japan-aqi/ueda,-morioka, iwate, japan-air-quality.csv	
+++ b/data/japan-aqi/ueda,-morioka, iwate, japan-air-quality.csv	
@@ -1,14 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 16, 6, 24, 6, 1, 2
 2023/12/3, 22, 7, 22, 9, 1, 4
-2023/12/4, 32, 5, 23, 9, , 4
+2023/12/4, 32, 5, 23, 9, 1, 4
 2023/12/5, 21, 9, 20, 10, 1, 3
 2023/12/6, 36, 11, 4, 12, 1, 5
 2023/12/7, 46, 7, 33, 8, 1, 3
-2023/12/8, 28, 13, 29, 5, , 3
+2023/12/8, 28, 13, 29, 5, 1, 2
 2023/12/9, 47, 19, 27, 10, 1, 3
-2023/12/10, 68, 14, 23, 3, , 2
-2023/12/11, 68, , , , , 
+2023/12/10, 68, 18, 31, 2, 1, 2
+2023/12/11, 65, 7, 27, 6, 1, 3
+2023/12/12, 25, 4, 28, 5, , 2
+2023/12/13, 19, 4, 32, 5, , 2
+2023/12/14, 14, 5, 32, 4, , 2
+2023/12/15, 17, 8, 25, 13, 1, 3
+2023/12/16, 32, 4, 32, 9, , 3
+2023/12/17, 22, 4, 33, 1, , 2
+2023/12/18, 10, , , , , 
 2023/11/2, 51, 11, 35, 5, 1, 3
 2023/11/3, 49, 22, 37, 5, 1, 3
 2023/11/4, 74, 18, 20, 8, 1, 3
diff --git a/data/japan-aqi/umaki,-hiroshima-ken, japan-air-quality.csv b/data/japan-aqi/umaki,-hiroshima-ken, japan-air-quality.csv
index 6f2c6781..1bac86ec 100644
--- a/data/japan-aqi/umaki,-hiroshima-ken, japan-air-quality.csv	
+++ b/data/japan-aqi/umaki,-hiroshima-ken, japan-air-quality.csv	
@@ -1,38 +1,82 @@
 date, pm25, pm10, o3, no2, so2, co
-2023/9/2, 31, 15, 16, 8, 1, 2
-2023/9/3, 26, 18, 3, , , 2
-2023/9/4, 15, , , , , 
-2023/8/2, 33, 18, 33, 5, 1, 2
-2023/8/3, 40, 8, 22, 3, 1, 2
-2023/8/4, 26, 9, 32, 4, 1, 2
-2023/8/5, 38, 13, 41, 4, 1, 2
-2023/8/6, 42, 10, 33, 3, 1, 2
-2023/8/7, 25, 8, 14, 2, 1, 2
-2023/8/8, 36, 18, 22, 3, 3, 3
-2023/8/9, 46, 16, 28, 1, 1, 2
-2023/8/10, 43, 14, 23, 1, 1, 2
-2023/8/11, 30, 14, 15, 4, 1, 2
-2023/8/12, 34, 13, 25, 2, 1, 2
-2023/8/13, 27, 16, 42, 1, 1, 2
-2023/8/14, 38, 11, 13, 1, 1, 1
-2023/8/15, 33, 8, 14, 1, 1, 2
-2023/8/16, 25, 9, 25, 2, 1, 2
-2023/8/17, 31, 10, 29, 1, 1, 2
-2023/8/18, 22, 15, 23, 5, 1, 4
-2023/8/19, 38, 15, 22, 5, 1, 2
-2023/8/20, 36, 16, 41, 2, 1, 2
-2023/8/21, 35, 25, 63, 4, 2, 4
-2023/8/22, 46, 21, 32, 7, 1, 7
-2023/8/23, 37, 13, 4, 7, 1, 3
-2023/8/24, 29, 12, 27, 4, 1, 2
-2023/8/25, 39, 11, 21, 5, 1, 2
-2023/8/26, 30, 12, 36, 3, 1, 2
-2023/8/27, 31, 17, 35, 4, 2, 2
-2023/8/28, 39, 14, 33, 4, 1, 2
-2023/8/29, 32, 10, 22, 6, 1, 2
-2023/8/30, 27, 10, 23, 5, 1, 2
-2023/8/31, 29, 10, 13, 6, 1, 2
-2023/9/1, 33, 14, 12, 6, 1, 2
+2023/12/2, 25, 7, 29, 8, , 3
+2023/12/3, 23, 11, 30, 7, 1, 3
+2023/12/4, 31, 11, 26, 13, , 3
+2023/12/5, 30, 13, 11, 13, 1, 3
+2023/12/6, 26, 9, 15, 12, 1, 4
+2023/12/7, 22, 20, 31, 8, 1, 3
+2023/12/8, 51, 22, 24, 14, 1, 3
+2023/12/9, 37, 21, 20, 14, 2, 4
+2023/12/10, 34, 14, 26, 7, 3, 3
+2023/12/11, 29, 17, 21, 9, 2, 4
+2023/12/12, 43, 3, 27, 6, , 3
+2023/12/13, 20, 5, 27, 7, 1, 3
+2023/12/14, 35, 10, 13, 13, 1, 5
+2023/12/15, 28, 11, 9, 17, 1, 8
+2023/12/16, 27, 6, 30, 3, 1, 3
+2023/12/17, 25, 4, 30, 1, , 
+2023/12/18, 5, , , , , 
+2023/11/2, 47, 18, 37, 9, 1, 3
+2023/11/3, 34, 19, 47, 6, 2, 3
+2023/11/4, 45, 22, 29, 7, 1, 3
+2023/11/5, 51, 28, 48, 5, 2, 4
+2023/11/6, 65, 15, 27, 9, 1, 4
+2023/11/7, 39, 13, 34, 4, 1, 2
+2023/11/8, 34, 11, 33, 9, 1, 3
+2023/11/9, 26, 16, 30, 9, 2, 3
+2023/11/10, 42, 17, 28, 10, 1, 4
+2023/11/11, 41, 6, 26, 5, 1, 2
+2023/11/12, 23, 6, 30, 3, 1, 2
+2023/11/13, 21, 4, 27, 7, 1, 2
+2023/11/14, 23, 8, 27, 8, 1, 3
+2023/11/15, 24, 9, 30, 8, 1, 3
+2023/11/16, 39, 12, 27, 11, 1, 4
+2023/11/17, 29, 6, 31, 7, 1, 3
+2023/11/18, 28, 5, 26, 5, , 2
+2023/11/19, 23, 11, 32, 7, 1, 3
+2023/11/20, 25, 13, 32, 9, 1, 3
+2023/11/21, 34, 10, 24, 9, 1, 3
+2023/11/22, 22, 16, 26, 12, 2, 4
+2023/11/23, 46, 19, 36, 11, 1, 3
+2023/11/24, 40, 14, 40, 5, 1, 3
+2023/11/25, 42, 5, 30, 7, 1, 2
+2023/11/26, 28, 7, 28, 6, 1, 3
+2023/11/27, 22, 12, 19, 13, 1, 4
+2023/11/28, 40, 15, 31, 11, 1, 4
+2023/11/29, 31, 12, 30, 10, , 3
+2023/11/30, 35, 11, 30, 8, , 3
+2023/12/1, 33, 5, 27, 8, 1, 2
+2023/10/2, 32, 10, 33, 3, 1, 2
+2023/10/3, 30, 10, 31, 4, 1, 3
+2023/10/4, 40, 12, 42, 3, 1, 2
+2023/10/5, 34, 10, 34, 5, 1, 2
+2023/10/6, 30, 9, 31, 7, 1, 2
+2023/10/7, 31, 8, 30, 2, 1, 2
+2023/10/8, 36, 9, 25, 2, , 3
+2023/10/9, 26, 4, 22, 1, 1, 2
+2023/10/10, 21, 7, 39, 2, 1, 3
+2023/10/11, 34, 11, 37, 4, 1, 2
+2023/10/12, 26, 8, 32, 2, , 2
+2023/10/13, 32, 8, 31, 5, , 3
+2023/10/14, 35, 13, 33, 6, 1, 3
+2023/10/15, 37, 13, 44, 2, 1, 3
+2023/10/16, 37, 15, 44, 5, 1, 3
+2023/10/17, 28, 16, 46, 7, 1, 3
+2023/10/18, 43, 16, 45, 8, 1, 3
+2023/10/19, 35, 24, 44, 10, 13, 3
+2023/10/20, 60, 20, 29, 10, 2, 3
+2023/10/21, 51, 8, 31, 7, , 3
+2023/10/22, 25, 9, 39, 5, 1, 3
+2023/10/23, 29, 12, 39, 7, 1, 3
+2023/10/24, 29, 14, 41, 8, 3, 3
+2023/10/25, 43, 16, 45, 8, 1, 3
+2023/10/26, 36, 17, 45, 11, 1, 3
+2023/10/27, 42, 19, 35, 9, 1, 3
+2023/10/28, 40, 10, 33, 4, 1, 3
+2023/10/29, 26, 7, 31, 3, , 2
+2023/10/30, 23, 6, 29, 3, , 2
+2023/10/31, 26, 11, 34, 7, 1, 3
+2023/11/1, 26, 16, 42, 8, 1, 3
 2023/7/2, 31, 12, 41, 3, 1, 2
 2023/7/3, 28, 13, 35, 5, 1, 2
 2023/7/4, 37, 12, 45, 5, 1, 2
@@ -64,6 +108,67 @@ date, pm25, pm10, o3, no2, so2, co
 2023/7/30, 59, 14, 32, 3, 1, 2
 2023/7/31, 42, 16, 39, 4, 1, 2
 2023/8/1, 33, 16, 41, 5, 1, 3
+2023/8/2, 33, 18, 33, 5, 1, 2
+2023/8/3, 40, 8, 22, 3, 1, 2
+2023/8/4, 26, 9, 32, 4, 1, 2
+2023/8/5, 38, 13, 41, 4, 1, 2
+2023/8/6, 42, 10, 33, 3, 1, 2
+2023/8/7, 25, 8, 14, 2, 1, 2
+2023/8/8, 36, 18, 22, 3, 3, 3
+2023/8/9, 46, 16, 28, 1, 1, 2
+2023/8/10, 43, 14, 23, 1, 1, 2
+2023/8/11, 30, 14, 15, 4, 1, 2
+2023/8/12, 34, 13, 25, 2, 1, 2
+2023/8/13, 27, 16, 42, 1, 1, 2
+2023/8/14, 38, 11, 13, 1, 1, 1
+2023/8/15, 33, 8, 14, 1, 1, 2
+2023/8/16, 25, 9, 25, 2, 1, 2
+2023/8/17, 31, 10, 29, 1, 1, 2
+2023/8/18, 22, 15, 23, 5, 1, 4
+2023/8/19, 38, 15, 22, 5, 1, 2
+2023/8/20, 36, 16, 41, 2, 1, 2
+2023/8/21, 35, 25, 63, 4, 2, 4
+2023/8/22, 46, 21, 32, 7, 1, 7
+2023/8/23, 37, 13, 4, 7, 1, 3
+2023/8/24, 29, 12, 27, 4, 1, 2
+2023/8/25, 39, 11, 21, 5, 1, 2
+2023/8/26, 30, 12, 36, 3, 1, 2
+2023/8/27, 31, 17, 35, 4, 2, 2
+2023/8/28, 39, 14, 33, 4, 1, 2
+2023/8/29, 32, 10, 22, 6, 1, 2
+2023/8/30, 27, 10, 23, 5, 1, 2
+2023/8/31, 29, 10, 13, 6, 1, 2
+2023/9/1, 33, 14, 12, 6, 1, 2
+2023/9/2, 31, 15, 16, 8, 1, 2
+2023/9/3, 26, 16, 38, , 1, 3
+2023/9/4, 35, 12, 22, 1, 1, 2
+2023/9/5, 38, 11, 19, 3, 1, 2
+2023/9/6, 25, 7, 25, 2, 1, 2
+2023/9/7, 27, 10, 31, 2, 1, 2
+2023/9/8, 29, 10, 27, 2, , 2
+2023/9/9, 24, 11, 34, 2, 1, 2
+2023/9/10, 24, 14, 45, 2, 2, 3
+2023/9/11, 41, 9, 24, 3, 1, 2
+2023/9/12, 29, 11, 42, 5, , 3
+2023/9/13, 29, 16, 37, 6, 1, 3
+2023/9/14, 25, 10, 10, 8, 1, 3
+2023/9/15, 31, 13, 21, 5, 1, 2
+2023/9/16, 34, 21, 25, 5, 2, 2
+2023/9/17, 44, 20, 14, 3, 1, 2
+2023/9/18, 46, 15, 20, 3, 1, 1
+2023/9/19, 37, 24, 19, 5, 3, 2
+2023/9/20, 59, 32, 30, 5, 4, 2
+2023/9/21, 64, 11, 17, 4, 1, 2
+2023/9/22, 28, 8, 28, 4, 1, 3
+2023/9/23, 27, 7, 32, 2, 1, 2
+2023/9/24, 31, 8, 42, 1, 1, 2
+2023/9/25, 35, 13, 33, 5, 1, 3
+2023/9/26, 26, 16, 36, 9, 1, 3
+2023/9/27, 29, 21, 36, 10, 1, 2
+2023/9/28, 42, 12, 33, 5, 1, 3
+2023/9/29, 31, 13, 42, 5, 1, 3
+2023/9/30, 35, 19, 48, 4, 3, 3
+2023/10/1, 49, 13, 43, 1, 1, 3
 2023/4/2, 54, 13, 46, 4, 1, 3
 2023/4/3, 37, 11, 51, 5, 2, 3
 2023/4/4, 34, 15, 47, 9, 2, 3
diff --git a/data/japan-aqi/uno,-tamano-shi, okayama-ken, japan-air-quality.csv b/data/japan-aqi/uno,-tamano-shi, okayama-ken, japan-air-quality.csv
index 0a8418ff..1fa271c7 100644
--- a/data/japan-aqi/uno,-tamano-shi, okayama-ken, japan-air-quality.csv	
+++ b/data/japan-aqi/uno,-tamano-shi, okayama-ken, japan-air-quality.csv	
@@ -2,13 +2,20 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 26, 9, 28, 8, 5, 
 2023/12/3, 35, 10, 26, 5, 3, 
 2023/12/4, 43, 10, 22, 9, 3, 
-2023/12/5, 42, 16, 12, 14, , 
-2023/12/6, 59, 15, 17, 10, 2, 
+2023/12/5, 42, 16, 12, 14, 1, 
+2023/12/6, 59, 15, 17, 10, 1, 
 2023/12/7, 57, 18, 29, 6, 2, 
 2023/12/8, 53, 27, 17, 10, 2, 
 2023/12/9, 64, 28, 11, 15, 3, 
-2023/12/10, 66, 20, 4, 10, , 
-2023/12/11, 68, , , , , 
+2023/12/10, 66, 28, 11, 17, 5, 
+2023/12/11, 78, 20, 23, 8, 1, 
+2023/12/12, 57, 9, 25, 5, , 
+2023/12/13, 25, 4, 24, 5, 3, 
+2023/12/14, 15, 7, 16, 10, , 
+2023/12/15, 30, 23, 6, 19, 5, 
+2023/12/16, 65, 10, 25, 7, 1, 
+2023/12/17, 29, 8, 25, 3, 1, 
+2023/12/18, 21, , , , , 
 2023/11/2, 60, 22, 45, 10, 3, 
 2023/11/3, 66, 29, 46, 7, 4, 
 2023/11/4, 82, 33, 40, 8, 4, 
diff --git a/data/japan-aqi/usuki,-usuki, oita prefecture, japan-air-quality.csv b/data/japan-aqi/usuki,-usuki, oita prefecture, japan-air-quality.csv
index cf3d6e90..fa8e99d7 100644
--- a/data/japan-aqi/usuki,-usuki, oita prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/usuki,-usuki, oita prefecture, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 24, 15, 32, 3, 2, 3
 2023/12/8, 34, 12, 24, 6, 2, 3
 2023/12/9, 23, 12, 18, 6, 3, 3
-2023/12/10, 30, 9, 7, 1, 1, 2
-2023/12/11, 15, , , , , 
+2023/12/10, 30, 14, 17, 11, 3, 3
+2023/12/11, 29, 15, 20, 8, 1, 4
+2023/12/12, 28, 5, 23, 4, 3, 2
+2023/12/13, 19, 4, 32, 3, 1, 3
+2023/12/14, 17, 11, 16, 7, 1, 4
+2023/12/15, 28, 12, 16, 7, 1, 3
+2023/12/16, 31, 3, 30, 2, 1, 3
+2023/12/17, 21, 5, 30, , , 
+2023/12/18, 21, , , , , 
 2023/11/2, 33, 13, 37, 3, 1, 4
 2023/11/3, 38, 20, 34, 4, 2, 4
 2023/11/4, 47, 19, 27, 3, 2, 3
diff --git a/data/japan-aqi/yachimata,-yachimata-shi, chiba-ken, japan-air-quality.csv b/data/japan-aqi/yachimata,-yachimata-shi, chiba-ken, japan-air-quality.csv
index b6557ada..ab43676e 100644
--- a/data/japan-aqi/yachimata,-yachimata-shi, chiba-ken, japan-air-quality.csv	
+++ b/data/japan-aqi/yachimata,-yachimata-shi, chiba-ken, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 47, 8, 35, 8, 1, 
 2023/12/8, 29, 9, 26, 15, 1, 
 2023/12/9, 36, 22, 23, 22, 3, 
-2023/12/10, 66, 24, 4, 27, 1, 
-2023/12/11, 72, , , , , 
+2023/12/10, 66, 25, 34, 15, 1, 
+2023/12/11, 75, 19, 23, 9, , 
+2023/12/12, 54, 9, 23, 9, 1, 
+2023/12/13, 27, 4, 26, 10, 1, 
+2023/12/14, 20, 9, 19, 11, 1, 
+2023/12/15, 33, 17, 28, 16, 1, 
+2023/12/16, 45, 12, 29, 7, 1, 
+2023/12/17, 36, 5, 29, 4, 1, 
+2023/12/18, 18, , , , , 
 2023/11/2, 42, 19, 38, 9, 1, 
 2023/11/3, 61, 29, 52, 7, 3, 
 2023/11/4, 81, 21, 42, 5, 1, 
diff --git a/data/japan-aqi/yagicho,-hachioji, tokyo, japan-air-quality.csv b/data/japan-aqi/yagicho,-hachioji, tokyo, japan-air-quality.csv
index 077412af..b9a7b244 100644
--- a/data/japan-aqi/yagicho,-hachioji, tokyo, japan-air-quality.csv	
+++ b/data/japan-aqi/yagicho,-hachioji, tokyo, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 17, 7, 29, 14, 2, 
 2023/12/8, 24, 7, 27, 15, 1, 
 2023/12/9, 21, 10, 25, 17, 1, 
-2023/12/10, 33, 10, 8, 14, 1, 
-2023/12/11, 30, , , , , 
+2023/12/10, 33, 11, 32, 15, 1, 
+2023/12/11, 37, 15, 18, 17, 1, 
+2023/12/12, 52, 9, 23, 11, 1, 
+2023/12/13, 31, 5, 25, 12, 1, 
+2023/12/14, 14, 8, 23, 13, 1, 
+2023/12/15, 27, 11, 13, 18, , 
+2023/12/16, 46, 14, 24, 13, 1, 
+2023/12/17, 42, 6, 25, 7, , 
+2023/12/18, 16, , , , , 
 2023/11/2, 37, 14, 36, 15, 1, 
 2023/11/3, 46, 20, 58, 13, 2, 
 2023/11/4, 63, 23, 42, 10, 1, 
diff --git "a/data/japan-aqi/yamadakitamaech\305\215,-miyagi-ken, japan-air-quality.csv" "b/data/japan-aqi/yamadakitamaech\305\215,-miyagi-ken, japan-air-quality.csv"
index 85807b77..979a81c7 100644
--- "a/data/japan-aqi/yamadakitamaech\305\215,-miyagi-ken, japan-air-quality.csv"	
+++ "b/data/japan-aqi/yamadakitamaech\305\215,-miyagi-ken, japan-air-quality.csv"	
@@ -1,4 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
+2023/12/2, 12, 3, 28, 6, 2, 
+2023/12/3, 9, 4, 26, 3, 3, 
+2023/12/4, 13, 4, 24, 6, 4, 
+2023/12/5, 16, 7, 18, 7, 6, 
+2023/12/6, 19, 7, 14, 9, 5, 
+2023/12/7, 17, 6, 33, 4, 5, 
+2023/12/8, 18, 12, 28, 7, 10, 
+2023/12/9, 29, 16, 25, 8, 11, 
+2023/12/10, 34, 21, 34, 10, 16, 
+2023/12/11, 46, 10, 28, 5, 8, 
+2023/12/12, 27, 4, 28, 4, 3, 
+2023/12/13, 12, 4, 33, 3, 4, 
+2023/12/14, 13, 6, 26, 8, 5, 
+2023/12/15, 17, 4, 15, 9, 3, 
+2023/12/16, 12, 7, 31, 7, 7, 
+2023/12/17, 23, 3, 28, 1, 3, 
+2023/12/18, 11, , , , , 
 2023/11/2, 31, 16, 36, 9, 13, 
 2023/11/3, 39, 21, 37, 12, 19, 
 2023/11/4, 52, 16, 26, 9, 13, 
@@ -23,8 +40,12 @@ date, pm25, pm10, o3, no2, so2, co
 2023/11/23, 26, 11, 21, 7, 11, 
 2023/11/24, 33, 8, 38, 5, 9, 
 2023/11/25, 28, 4, 32, 3, 5, 
-2023/11/26, 17, 5, 15, 5, 6, 
-2023/11/27, 20, , , , , 
+2023/11/26, 17, 6, 30, 5, 7, 
+2023/11/27, 22, 8, 16, 9, 8, 
+2023/11/28, 25, 7, 33, 5, 6, 
+2023/11/29, 20, 2, 23, 4, 1, 
+2023/11/30, 5, 3, 27, 3, 2, 
+2023/12/1, 9, 3, 22, 6, 3, 
 2023/10/2, 18, 8, 32, 4, 5, 
 2023/10/3, 18, 7, 34, 5, 7, 
 2023/10/4, 23, 7, 30, 4, 5, 
diff --git a/data/japan-aqi/yamaguchi,-yamaguchi, japan-air-quality.csv b/data/japan-aqi/yamaguchi,-yamaguchi, japan-air-quality.csv
index 2673e4f6..8b100abb 100644
--- a/data/japan-aqi/yamaguchi,-yamaguchi, japan-air-quality.csv	
+++ b/data/japan-aqi/yamaguchi,-yamaguchi, japan-air-quality.csv	
@@ -2,13 +2,20 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 17, 6, 33, 3, 1, 3
 2023/12/3, 17, 10, 29, 2, 1, 3
 2023/12/4, 29, 12, 31, 7, 1, 3
-2023/12/5, 40, 13, 15, 8, , 3
+2023/12/5, 40, 13, 15, 8, 1, 3
 2023/12/6, 46, 14, 19, 9, 1, 3
-2023/12/7, 49, 17, 31, 6, , 3
+2023/12/7, 49, 17, 31, 6, 1, 3
 2023/12/8, 49, 16, 25, 8, 1, 3
 2023/12/9, 44, 11, 22, 5, 1, 3
-2023/12/10, 37, 10, 2, 3, , 
-2023/12/11, 37, , , , , 
+2023/12/10, 37, 13, 25, 4, 3, 3
+2023/12/11, 46, 12, 24, 6, 1, 3
+2023/12/12, 39, 2, 29, 8, , 2
+2023/12/13, 7, 5, 25, 4, , 2
+2023/12/14, 11, 7, 17, 7, , 2
+2023/12/15, 20, 10, 26, 5, , 2
+2023/12/16, 27, 5, 29, 2, , 4
+2023/12/17, 15, 5, 31, 1, , 2
+2023/12/18, 13, , , , , 
 2023/11/2, 47, 12, 36, 9, 1, 2
 2023/11/3, 43, 17, 51, 3, 2, 2
 2023/11/4, 56, 21, 24, 3, 1, 2
diff --git a/data/japan-aqi/yamanotahonmachi,-shimonoseki, yamaguchi, japan-air-quality.csv b/data/japan-aqi/yamanotahonmachi,-shimonoseki, yamaguchi, japan-air-quality.csv
index 390a3f50..2181b68f 100644
--- a/data/japan-aqi/yamanotahonmachi,-shimonoseki, yamaguchi, japan-air-quality.csv	
+++ b/data/japan-aqi/yamanotahonmachi,-shimonoseki, yamaguchi, japan-air-quality.csv	
@@ -4,11 +4,18 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/4, 45, 11, 29, 13, 1, 4
 2023/12/5, 46, 11, 25, 19, 3, 4
 2023/12/6, 48, 14, 35, 17, 1, 4
-2023/12/7, 49, 20, 38, 7, , 3
+2023/12/7, 49, 20, 38, 7, 1, 3
 2023/12/8, 55, 15, 27, 14, 1, 3
 2023/12/9, 44, 11, 22, 14, 2, 4
-2023/12/10, 44, 14, 15, 11, 4, 4
-2023/12/11, 46, , , , , 
+2023/12/10, 44, 14, 22, 13, 4, 4
+2023/12/11, 52, 11, 19, 11, 1, 3
+2023/12/12, 46, 2, 27, 2, , 2
+2023/12/13, 9, 4, 26, 7, 1, 3
+2023/12/14, 12, 6, 16, 12, 2, 3
+2023/12/15, 29, 8, 28, 10, 1, 3
+2023/12/16, 28, 5, 32, 1, 1, 3
+2023/12/17, 14, 4, 32, , , 
+2023/12/18, 13, , , , , 
 2023/11/2, 51, 11, 39, 13, 2, 3
 2023/11/3, 46, 17, 43, 13, 3, 3
 2023/11/4, 59, 17, 31, 11, 2, 3
diff --git a/data/japan-aqi/yamashitacho,-kagoshima, kagoshima, japan-air-quality.csv b/data/japan-aqi/yamashitacho,-kagoshima, kagoshima, japan-air-quality.csv
index 182621e5..567e005a 100644
--- a/data/japan-aqi/yamashitacho,-kagoshima, kagoshima, japan-air-quality.csv	
+++ b/data/japan-aqi/yamashitacho,-kagoshima, kagoshima, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 50, 24, 28, 7, 1, 4
 2023/12/8, 61, 14, 19, 15, 3, 3
 2023/12/9, 39, 21, 12, 13, 6, 4
-2023/12/10, 57, 22, 3, 7, 4, 3
-2023/12/11, 63, , , , , 
+2023/12/10, 57, 19, 28, 8, 5, 3
+2023/12/11, 56, 12, 26, 8, 2, 3
+2023/12/12, 29, 21, 24, 4, 1, 3
+2023/12/13, 19, 12, 28, 6, 2, 4
+2023/12/14, 21, 11, 27, 6, 3, 2
+2023/12/15, 26, 14, 22, 14, 1, 4
+2023/12/16, 28, 18, 26, 2, 1, 3
+2023/12/17, 21, 6, 26, 1, , 2
+2023/12/18, 16, , , , , 
 2023/11/2, 55, 16, 26, 15, 3, 3
 2023/11/3, 51, , , , , 
 2023/11/7, 28, 23, 28, 3, 1, 3
diff --git a/data/japan-aqi/yasugicho,-yasugi, shimane, japan-air-quality.csv b/data/japan-aqi/yasugicho,-yasugi, shimane, japan-air-quality.csv
index 04940ec6..b653c86f 100644
--- a/data/japan-aqi/yasugicho,-yasugi, shimane, japan-air-quality.csv	
+++ b/data/japan-aqi/yasugicho,-yasugi, shimane, japan-air-quality.csv	
@@ -4,11 +4,18 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/4, 27, 7, 30, , , 2
 2023/12/5, 26, 13, 17, , , 2
 2023/12/6, 40, 9, 31, , , 2
-2023/12/7, 32, 17, 38, , , 3
+2023/12/7, 32, 17, 38, , , 2
 2023/12/8, 50, 18, 29, , , 2
 2023/12/9, 49, 11, 34, , , 2
-2023/12/10, 37, 10, 11, , , 
-2023/12/11, 24, , , , , 
+2023/12/10, 37, 17, 42, , , 2
+2023/12/11, 41, 15, 36, , , 
+2023/12/12, 42, 4, 32, , , 
+2023/12/13, 16, 5, 30, , , 
+2023/12/14, 15, 7, 21, , , 2
+2023/12/15, 25, 8, 30, , , 
+2023/12/16, 30, 9, 32, , , 2
+2023/12/17, 18, 2, 32, , , 
+2023/12/18, 13, , , , , 
 2023/11/2, 37, 12, 41, 3, , 1
 2023/11/3, 40, 17, 48, 3, 2, 2
 2023/11/4, 58, 20, 25, 4, 1, 2
diff --git "a/data/japan-aqi/yasunoyach\305\215,-toyama-shi, toyama-ken, japan-air-quality.csv" "b/data/japan-aqi/yasunoyach\305\215,-toyama-shi, toyama-ken, japan-air-quality.csv"
index 1bd2a66c..a763a5a1 100644
--- "a/data/japan-aqi/yasunoyach\305\215,-toyama-shi, toyama-ken, japan-air-quality.csv"	
+++ "b/data/japan-aqi/yasunoyach\305\215,-toyama-shi, toyama-ken, japan-air-quality.csv"	
@@ -3,12 +3,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/3, 14, 6, 29, 2, , 4
 2023/12/4, 17, 8, 29, 5, 2, 
 2023/12/5, 25, 9, 20, 8, , 
-2023/12/6, 17, 9, 28, 8, 1, 
-2023/12/7, 20, 11, 33, 3, , 
-2023/12/8, 35, 15, 28, 5, , 
-2023/12/9, 45, 10, 33, 3, 1, 
-2023/12/10, 30, 6, 22, 1, , 
-2023/12/11, 32, , , , , 
+2023/12/6, 17, 9, 28, 8, 1, 6
+2023/12/7, 20, 11, 33, 3, 1, 3
+2023/12/8, 35, 15, 28, 5, , 5
+2023/12/9, 45, 10, 33, 3, 1, 4
+2023/12/10, 30, 15, 33, 1, 1, 4
+2023/12/11, 41, 10, 31, 4, , 3
+2023/12/12, 25, 11, 33, 5, , 4
+2023/12/13, 23, 7, 30, 4, 1, 4
+2023/12/14, 21, 10, 26, 6, , 4
+2023/12/15, 27, 9, 29, 7, , 6
+2023/12/16, 22, 7, 32, 2, , 
+2023/12/17, 24, 10, 33, , , 
+2023/12/18, 46, , , , , 
 2023/11/2, 36, 15, 45, 4, 1, 
 2023/11/3, 52, 15, 48, 3, 1, 
 2023/11/4, 50, 15, 38, 5, 1, 
diff --git a/data/japan-aqi/yokose,-oita, oita prefecture, japan-air-quality.csv b/data/japan-aqi/yokose,-oita, oita prefecture, japan-air-quality.csv
index 2d8d171e..e616762e 100644
--- a/data/japan-aqi/yokose,-oita, oita prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/yokose,-oita, oita prefecture, japan-air-quality.csv	
@@ -2,13 +2,20 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 19, 6, 32, 3, 2, 3
 2023/12/3, 19, 11, 33, 2, 2, 3
 2023/12/4, 34, 14, 36, 5, 3, 4
-2023/12/5, 45, 12, 13, 6, 3, 4
-2023/12/6, 34, 11, 24, 5, 3, 4
-2023/12/7, 37, 15, 32, 3, 3, 3
-2023/12/8, 40, 12, 25, 7, 5, 3
-2023/12/9, 33, 12, 23, 5, 5, 3
-2023/12/10, 36, 8, 6, 4, , 2
-2023/12/11, 28, , , , , 
+2023/12/5, 45, 12, 13, 6, 2, 4
+2023/12/6, 34, 11, 24, 5, 2, 4
+2023/12/7, 37, 15, 32, 3, 2, 3
+2023/12/8, 40, 12, 25, 7, 4, 3
+2023/12/9, 33, 12, 23, 5, 4, 3
+2023/12/10, 36, 14, 31, 5, 6, 3
+2023/12/11, 45, 11, 16, 6, 1, 4
+2023/12/12, 32, 4, 26, 3, , 2
+2023/12/13, 19, 5, 30, 5, 3, 3
+2023/12/14, 19, 9, 13, 7, 2, 4
+2023/12/15, 35, 7, 29, 4, 1, 3
+2023/12/16, 29, 4, 30, 2, 1, 3
+2023/12/17, 13, 4, 29, 1, , 
+2023/12/18, 11, , , , , 
 2023/11/2, 49, 15, 44, 9, 9, 4
 2023/11/3, 52, 22, 47, 9, 9, 4
 2023/11/4, 64, 21, 37, 6, 4, 3
diff --git a/data/japan-aqi/yokota,-oita, oita prefecture, japan-air-quality.csv b/data/japan-aqi/yokota,-oita, oita prefecture, japan-air-quality.csv
index 7d5371f9..4b982dd2 100644
--- a/data/japan-aqi/yokota,-oita, oita prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/yokota,-oita, oita prefecture, japan-air-quality.csv	
@@ -3,12 +3,19 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/3, 24, 9, 33, 3, 3, 4
 2023/12/4, 43, 13, 36, 6, 2, 4
 2023/12/5, 57, 10, 20, 9, 1, 3
-2023/12/6, 55, 10, 32, 6, 3, 3
+2023/12/6, 55, 10, 32, 6, 2, 3
 2023/12/7, 44, 13, 35, 4, 2, 3
 2023/12/8, 52, 11, 23, 7, 2, 3
 2023/12/9, 39, 13, 20, 10, 4, 3
-2023/12/10, 50, 7, 11, 1, 1, 2
-2023/12/11, 32, , , , , 
+2023/12/10, 50, 12, 26, 6, 4, 2
+2023/12/11, 48, 10, 24, 6, 1, 2
+2023/12/12, 44, 4, 24, 5, 2, 2
+2023/12/13, 21, 5, 30, 2, 1, 3
+2023/12/14, 17, 8, 15, 11, 1, 4
+2023/12/15, 34, 6, 26, 6, 2, 3
+2023/12/16, 30, 4, 27, 3, 2, 4
+2023/12/17, 14, 5, 25, 3, 3, 3
+2023/12/18, 20, , , , , 
 2023/11/2, 55, 12, 41, 8, 5, 3
 2023/11/3, 54, 16, 43, 6, 4, 3
 2023/11/4, 65, 17, 34, 5, 5, 2
diff --git a/data/japan-aqi/yono,-osaka prefecture, japan-air-quality.csv b/data/japan-aqi/yono,-osaka prefecture, japan-air-quality.csv
index ed6a805e..a87ac26a 100644
--- a/data/japan-aqi/yono,-osaka prefecture, japan-air-quality.csv	
+++ b/data/japan-aqi/yono,-osaka prefecture, japan-air-quality.csv	
@@ -1,7 +1,21 @@
 date, pm25, pm10, o3, no2, so2, co
 2023/12/2, 12, 5, 30, 1, , 2
-2023/12/3, 13, 7, 9, 1, , 
-2023/12/4, 17, , , , , 
+2023/12/3, 13, 7, 30, 2, , 3
+2023/12/4, 21, 7, 24, 5, 1, 3
+2023/12/5, 20, 11, 13, 7, 1, 4
+2023/12/6, 31, 10, 21, 8, 1, 5
+2023/12/7, 35, 16, 31, 5, 1, 4
+2023/12/8, 43, 29, 21, 6, 1, 3
+2023/12/9, 47, 19, 29, 5, 1, 3
+2023/12/10, 42, 19, 28, 3, 2, 5
+2023/12/11, 47, 16, 35, 1, 1, 2
+2023/12/12, 38, 4, 32, 2, , 3
+2023/12/13, 10, 5, 31, 2, , 2
+2023/12/14, 13, 9, 24, 6, 3, 4
+2023/12/15, 23, 10, 30, 5, 1, 4
+2023/12/16, 18, 7, 31, 3, 1, 3
+2023/12/17, 14, 4, 29, 1, , 2
+2023/12/18, 10, , , , , 
 2023/11/2, 43, 19, 44, 6, 1, 5
 2023/11/3, 50, 20, 54, 4, 1, 4
 2023/11/4, 56, 21, 45, 3, 1, 3
diff --git a/data/japan-aqi/yoshioka,-miyagi, japan-air-quality.csv b/data/japan-aqi/yoshioka,-miyagi, japan-air-quality.csv
index 4a59573b..5a40bf58 100644
--- a/data/japan-aqi/yoshioka,-miyagi, japan-air-quality.csv	
+++ b/data/japan-aqi/yoshioka,-miyagi, japan-air-quality.csv	
@@ -7,8 +7,15 @@ date, pm25, pm10, o3, no2, so2, co
 2023/12/7, 36, 9, 32, 7, 10, 
 2023/12/8, 32, 14, 28, 10, 14, 
 2023/12/9, 40, 20, 23, 13, 21, 
-2023/12/10, 57, 16, 4, 10, , 
-2023/12/11, 55, , , , , 
+2023/12/10, 57, 21, 33, 13, 21, 
+2023/12/11, 57, 9, 29, 6, 9, 
+2023/12/12, 29, 6, 26, 5, 6, 
+2023/12/13, 21, 7, 32, 4, 7, 
+2023/12/14, 22, 7, 29, 4, 8, 
+2023/12/15, 25, 6, 18, 6, 8, 
+2023/12/16, 24, 8, 20, 9, 10, 
+2023/12/17, 29, 3, 32, 1, 3, 
+2023/12/18, 13, , , , , 
 2023/11/2, 46, 19, 38, 13, 20, 
 2023/11/3, 55, 24, 37, 17, 28, 
 2023/11/4, 67, 17, 22, 13, 20,