Laravelインストールつらい

PHP - Laravelパッケージがインストールできません。(28525)|teratail

sh: composer: command not found

 

RPA

RPA(ロボットによる業務自動化)とは | RPA テクノロジーズ株式会社

コピペ系単純作業はロボで代替――クラウド型RPAのBizteXが4000万円調達 | TechCrunch Japan

最近流行りのRPAとは - 情シスは何度でも甦るさ。

RPAのフリーソフト - ただのポエム

深セン(Shanzhen)メモ

【中国・深セン】深セン出張に行くことになったら【安全・安心】 - NAVER まとめ

深センの基礎知識|深センへ主張で行くときに最低限知っておきたいこと | CHINA EMOTION

深セン - ウィキトラベル

http://china-laoban.com/shenzhen/shenzhen/

swift 画面遷移

メモ。

スワイプ

Setting up the certificate of let's encrypt for https on apache2 and centos7.

久々にssl設定した。。

Let's Encryptを使ってみる(CentOS7) - Qiita

Failed to connect to x.x.x.x:443 for TLS-SNI-01 challenge - Server - Let's Encrypt Community Support

バーチャルホストの例 - Apache HTTP サーバ バージョン 2.2

youtube-dl インストールメモ

github.com

CentOS7です。

ffmpeg が必要。

“export LD_LIBRARY_PATH=/usr/local/lib” が必要です。

crime index by city 2012-2017

Thanks for numbeo.com, I found.

This is the index order by asc. Refs. Crime Index by City 2017

2012 2013 2014 2015 2016 2017
Abu Dhabi United Arab Emirates 10.86 7.13 13.15 16.71 15.51
Munich Germany 13.44 15.34 16.85 14.64 15.74 15.72
Taipei Taiwan 12.11 15.71 16.29 21.34 19.75 15.76
Basel Switzerland 28.12 35.08 17.66 19.83 15.82
Arhus Denmark 20.86 16.01
Heidelberg Germany 19.01 16.36
Doha Qatar 27.17 22.1 21.25 22.82 16.57
Singapore Singapore 20.21 19.96 19.78 15.81 15.81 16.58
Mangalore India 17.51
Zurich Switzerland 16.15 15.35 21.1 19.66 19.75 18.14
Burlington Canada 18.23
Boise ID United States 14.99 17.57 18.34
Cluj-napoca Romania 23.96 26.12 22.73 19.39 21.37 19.09
Quebec City Canada 16.15 23.23 17.19 24.07 19.16
Tampere Finland 18.44 19.58
Tokyo Japan 6.06 13.91 19.53 23.01 20.3 19.64
Aalborg Denmark 24.55 31.18 19.66
Dresden Germany 13.73 19.72
Tbilisi Georgia 31.33 19.57 19.93 21.42 22.2 19.96
Rijeka Croatia 28.35 22.66 19.99
Irvine CA United States 20.27
Bern Switzerland 11.59 15.68 21.12 19.02 20.31
Hong Kong Hong Kong 14.45 16.31 17.97 17.8 20.85 20.68
Dubai United Arab Emirates 42.19 19.36 22.83 21.58 22.84 20.76
Riyadh Saudi Arabia 32.63 32.39 27.39 32.09 19.67 20.81
Peterborough United Kingdom 20.81
Copenhagen Denmark 45.31 32.39 30.63 26.8 26.78 21.23
Minsk Belarus 26.82 24.01 28.55 24.75 21.35
Bursa Turkey 16.77 26.78 21.38
Waterloo Canada 25.61 21.44
Trieste Italy 21.48 22.14 17.74 20.71 21.5
Vienna Austria 51.82 27.45 29.91 30.52 28.04 21.81
Merida Mexico 26.34 20.75 21.97
Coimbra Portugal 18.75 18.12 18.12 20.3 20.91 22.19
Ottawa Canada 22.25 23.91 24.83 22.69 22.27
Stuttgart Germany 8.33 23.96 19.14 17.78 23.17 22.3
Madison WI United States 25.98 30.05 22.66
Tallinn Estonia 25 26.92 31.09 29.57 26.21 23.02
Timisoara Romania 19.14 16.55 21.64 23.2 23.18
Brasov Romania 20.31 26.56 23.74
Seoul South Korea 21.35 16.41 18.17 14.28 23.8
Haifa Israel 36.98 25.34 23.19 24.01
Valenzuela Philippines 25.66 24.03
Ljubljana Slovenia 35.71 32.94 34.59 30.98 28.11 24.07
Reykjavik Iceland 33.33 23.52 32.79 28.7 25.4 24.08
Norwich United Kingdom 10.09 24.39
Luxembourg Luxembourg 18.75 31.88 26.17 24.45
Groningen Netherlands 24.48
Eskisehir Turkey 15.78 14.38 24.54
Malaga Spain 38.12 37.5 28.01 24.55
Jerusalem Israel 18.95 19.52 26.38 24.61
Kochi India 16.93 40.7 37.72 31.25 24.92
Irbil Iraq 8.75 25.1
Muscat Oman 19.87 30.5 27.9 25.16
Iasi Romania 32.19 28.01 35.31 32.29 25.33
Eindhoven Netherlands 30.47 23.77 24.23 25.37
Gent Belgium 22.29 21.62 28.88 25.55
Incheon South Korea 9.11 25.6
Salt Lake City UT United States 41.88 31.38 32.34 30.29 27.6 25.69
Aguascalientes Mexico 25.95 25.97
Canberra Australia 48.44 40.36 35.53 30.85 28.03 26.09
Warsaw Poland 39.43 32.03 34.44 30.75 26.33 26.15
Khartoum Sudan 30.24 26.16
Vadodara India 32.03 23.39 26.31 22.98 26.35
Visakhapatnam India 28.91 30.54 26.97 28.43 26.38
Sevilla Spain 29.06 20.47 29.25 27.39 26.44
Izmir Turkey 30.86 25.91 35.28 25.67 30.75 26.57
Manama Bahrain 19.79 17.24 18.38 26.85
Helsinki Finland 40.96 34.27 35.63 31.33 27.15
Banja Luka Bosnia And Herzegovina 34.11 28.85 33.67 33.67 30.62 27.34
Baku Azerbaijan 38.54 36.69 34.16 35.47 32.54 27.47
Geneva Switzerland 57.81 54.36 44.8 37.85 35.51 27.48
Galway Ireland 40.78 43.4 33.23 32.45 27.51
Windsor Canada 33.45 28.22 27.66
Nuremberg Germany 28.13 30.88 27.94
Surat India 17.19 27.63 26.46 26.19 28
Davao Philippines 14.06 17.71 26.66 28.4
Brno Czech Republic 32.16 34.68 34.87 32.45 29.86 28.49
Zagreb Croatia 35.96 32.29 32.61 32.57 31.47 28.61
Ahmedabad India 32.03 18.18 23.41 22.01 28.14 28.75
Florence Italy 39.58 36.89 29.93 28.76
Constanta Romania 38.28 35.81 30.38 38.23 36.88 28.78
Jeddah (Jiddah) Saudi Arabia 32.42 28.83 35.07 33.14 28.78
Bucharest Romania 28.12 33.41 31.89 31.27 30.26 28.92
Poznan Poland 31.77 36.55 25.78 30.18 29.01
Dusseldorf Germany 32.1 36.92 29.01
Edinburgh United Kingdom 30.51 28.36 28.04 28.61 29.03
Yerevan Armenia 41.07 35.01 31.48 33.06 29.18
Bratislava Slovakia 47.4 34.38 39.51 34.41 34.03 29.69
Prague Czech Republic 40.3 34.54 32.63 32.93 31.05 29.77
Wellington New Zealand 27.38 30.78 29.66 31.14 29.85
Valencia Spain 26.04 28.91 26.76 29.64 30.08
Antalya Turkey 44.53 52.42 24.97 27.08 30.09
Krakow (Cracow) Poland 41.15 32.86 39.76 35.82 35.66 31.08
Gdansk Poland 27.6 36.93 28.91 27.54 31.22
Tel Aviv-yafo Israel 46.59 31.51 32.23 31.43 31.33
Madrid Spain 21.65 39.34 36.12 35.6 31.72 31.46
Oulu Finland 38.12 39.45 36.54 31.48
Puerto Vallarta Mexico 24.71 24.11 29.28 29.36 31.85
Brighton United Kingdom 37.5 33.12 35.64 35.05 33.14 31.87
Colombo Sri Lanka 48.96 52.57 47.86 31.87
Cork Ireland 25 35.83 28.87 31.13 34.75 32.44
Nicosia Cyprus 32.81 38.22 35.55 29.5 26.91 32.44
Vilnius Lithuania 27.93 29.17 29.18 37.97 32.44
Split Croatia 23.21 24.38 27 32.49
Amsterdam Netherlands 22.5 29.76 34.06 33.14 36.08 32.6
Kuwait City Kuwait 36.14 34.6 32.69
Chiang Mai Thailand 37.78 31.73 34.91 29.22 32.7
Calgary Canada 28.12 29.53 33.1 33.19 32.39 32.85
Lisbon Portugal 41.65 40.08 38.67 34.73 34.82 33.06
Hobart Australia 21.16 26.55 33.06
Tabriz Iran 34.16 33.24
The Hague (Den Haag) Netherlands 40.8 34.75 33.38
Thiruvananthapuram India 35.16 31.98 28.66 34.89 33.64
Adelaide Australia 40.62 41.32 41.65 41.96 40.4 33.72
Chandigarh India 32.97 34.07 37.82 33.72
Trondheim Norway 21.81 19.8 19.8 18.31 20.19 33.75
Thessaloniki Greece 49.48 41.64 32.43 32.25 31.15 33.89
Victoria Canada 42.45 46.06 43.16 36.5 34.37
Sheffield United Kingdom 34.41
Shanghai China 43.75 16.51 25.28 27.49 31.82 34.59
Austin TX United States 53.65 42.5 38.03 41.36 41.22 34.73
Toronto Canada 31.77 27.4 28.66 31.66 33.61 34.94
Montreal Canada 29.12 31.63 37.92 36.55 38.05 35.01
Kathmandu Nepal 47.1 43.51 39.43 35.36
Bristol United Kingdom 42.71 39.45 37.48 35.48
Wroclaw Poland 34.38 34.58 33.16 34.11 35.64
Boston MA United States 59.38 40.69 38.79 41.13 39.87 35.75
Queretaro Mexico 48.44 41.67 42.33 37.57 35.76
Vancouver Canada 38.35 30.03 35.32 36.63 38.89 35.81
Limassol Cyprus 23.75 37.53 41.84 41.38 35.86
Bremen Germany 43.16 35.93
Tunis Tunisia 35.94 31.51 29.98 35.97
Brisbane Australia 51.61 45.84 37.35 38.25 36.13 36.03
Honolulu HI United States 44.14 35.57 35.57 36.38
Denver CO United States 49.48 42.55 39.6 37.72 34.33 36.44
San Diego CA United States 39.55 47.25 43.26 37.78 36.56
Lodz Poland 64.51 62.63 39.59 38.11 36.68
Berlin Germany 22.66 24.18 27.75 32.55 38.54 36.72
Coimbatore India 33.59 53.5 41.26 42.33 36.75
Lausanne Switzerland 35.55 45.28 49.75 43.78 36.93
Belgrade Serbia 31.38 37.97 36.04 40.57 40.65 37.12
Hyderabad India 37.35 36.9 40.76 41.61 42.69 37.29
Riga Latvia 43.57 44.41 38.51 39.43 37.32
Budapest Hungary 29.84 34.18 38.42 41.56 41.12 38.64
Liverpool United Kingdom 28.7 40.27 38.8
Lyon France 40.83 42.87 38.94 39.09
Frankfurt Germany 19.84 27.55 27.52 29.96 47.25 39.11
Cancun Mexico 49.67 41.22 39.13
Limerick Ireland 36.85 39.39
Seattle WA United States 48.83 42.03 40.34 46.01 40.46 39.47
Drammen Norway 39.55
Cologne Germany 23.44 27.08 33.61 38.57 38.78 39.61
Islamabad Pakistan 55.17 50.84 43.44 39.02 39.62
Cuenca Ecuador 39.62
Barcelona Spain 45 41.47 40.87 42.11 41.79 39.65
Rajkot India 39.88
Newcastle Australia 39.94
Sydney Australia 27.2 32.8 37.82 40.78 43.2 40.24
Newcastle Upon Tyne United Kingdom 49.22 62.35 50.47 44.68 40.29
Ad Dammam Saudi Arabia 55.86 57.24 43.02 40.32
Cagliari Italy 36.46 42.14 40.57
Edmonton Canada 41.02 31.14 37.04 39.45 40.19 40.71
Baguio Philippines 40.72
Toulouse France 47.27 50.59 40.25 40.75
Leipzig Germany 40.78
Cardiff United Kingdom 46.48 40.67 40.15 40.79
Lviv Ukraine 50.52 41.22 38.39 42.06 40.87
Rotterdam Netherlands 74.27 63.25 57.28 44.61 40.92
Melbourne Australia 54.02 48.75 40.83 39.88 35.82 41.02
Makati Philippines 35.44 47.8 22.08 41.36
Bologna Italy 33.85 38.78 43.47 41.38
Beijing China 67.01 47.61 39.54 45.58 36.58 41.65
Pittsburgh PA United States 41.67 36.41 43.18 42.17
Saint Petersburg Russia 56.96 53.33 44.03 44.79 42.28
Shenzhen China 24.22 22.21 46.28 35.36 42.54
Navi Mumbai India 62.5 50.83 42.66
Christchurch New Zealand 51.3 49.4 48.91 39.62 42.79
Ankara Turkey 20.62 27.47 39.05 39.32 46.18 42.85
Bergen Norway 16.67 15.73 19.74 19.45 42.89
Charlotte NC United States 45.8 43.11
Antwerp Belgium 28.28 37.83 41.39 44.83 43.2
Leeds United Kingdom 28.91 45.27 47.6 43.36
Dallas TX United States 59.9 47.35 41.78 37.78 43.5
Gold Coast Australia 43.02 40.9 48.79 48.1 43.69
Porto Portugal 34.77 37.51 39.71 46.6 47.56 43.86
Karlsruhe Germany 43.92
Tirana Albania 35.42 47.99 49.39 52.19 47.65 43.96
Portland OR United States 38.02 39.22 42.12 50.41 47.5 44.08
Addis Ababa Ethiopia 26.04 28.02 22.92 27.14 44.28
Skopje Macedonia 37.89 57.48 45.32 42.27 44.32
Columbus OH United States 42.17 43.22 44.23 38.45 44.47
Stavanger Norway 20.83 20 20.06 23.48 44.5
London Canada 50.37 55.16 44.5
Cagayan de Oro City Philippines 42.46 44.51
Tampa FL United States 60.73 51.28 52.6 46.11 44.61
Chennai India 41.15 33.22 35.93 42.53 45.07 44.65
Mississauga Canada 23.65 29.56 35.83 44.69
Amman Jordan 22.79 46.74 50.27 47.79 49.26 44.8
Buffalo NY United States 30.34 33.44 44.25 44.98
Chisinau Moldova 41.67 46.32 49.7 46.61 44.98
Novi Sad Serbia 53.91 50.63 49.98 49.94 45.02
Accra Ghana 46.98 49.15 48.28 45.07
Perth Australia 51.25 50.01 43.48 44.24 47.51 45.1
Moscow Russia 52.67 53.19 53.54 54.15 46.42 45.32
Nottingham United Kingdom 57.81 44.38 49.17 57.03 45.42
Sofia Bulgaria 48.44 48.26 45.76 48.94 49.15 45.56
Auckland New Zealand 60.94 50.38 49.37 46.36 43.08 45.62
Pune India 39.53 41.37 48.57 47.99 46.64 45.77
Stockholm Sweden 26.56 25.62 43.35 45.98 42.98 45.78
Halifax Canada 35.39 43.67 42.05 45.79
Gothenburg Sweden 35.75 34.92 43.21 45.85 45.92
Yogyakarta Indonesia 28.41 47.83 45.95
Richmond VA United States 30.21 37.31 46.04
Panama City Panama 39.9 33.22 41.22 47.76 46.07
London United Kingdom 59.87 50.14 45.74 46.57 48.37 46.17
Sacramento CA United States 47.51 39.78 50.25 42.91 46.63
Minneapolis MN United States 40.36 53.75 52.5 42.72 46.82
Belfast United Kingdom 34.06 36.58 43.72 43.96 46.84
Milan Italy 53.18 56.2 52.24 52.05 49.82 47.19
Kelowna Canada 48.38 45.26 47.23
Glasgow United Kingdom 52.66 47.87 47.25
Bangalore India 61.22 51.03 50.41 51.32 50 47.26
Bali Indonesia 23.12 33.13 47.27
Guangzhou China 59.9 39.89 47.34
New York NY United States 40.97 47.33 45.79 47.15 50.89 47.62
Mumbai India 34.54 34.63 41.88 49.06 50.99 47.81
Hanoi Vietnam 55.94 52.31 49.65 47.83
Hamburg Germany 28.91 25.52 37.85 33.27 48.63 47.99
Hamilton Canada 35.68 44.72 48.09
Sarajevo Bosnia And Herzegovina 51.08 51.96 55.4 50.95 48.5
Bangkok Thailand 44.53 36.1 37.95 35.7 45.27 48.56
Tijuana Mexico 48.98 56.08 55.33 48.57
Tromso Norway 36.77 48.57
Kuching Malaysia 70.23 61.41 48.61
Cebu Philippines 46.88 35.94 42.42 47.39 48.79
Oslo Norway 17.97 35.53 41.65 39.91 38.03 48.8
Beirut Lebanon 45.96 49.98 52.47 51.15 49.18
Novosibirsk Russia 48.83 40.8 47.54 44.51 49.35
Kaunas Lithuania 35.68 45.29 49.43
Algiers Algeria 63.65 62.59 49.45
Iloilo Philippines 52.5 49.53
Lucknow (Lakhnau) India 41.69 45.85 53.07 49.69
Arendal Norway 49.93
Kiev Ukraine 54.43 54.19 50.76 45.11 41.44 50.05
Istanbul Turkey 33.37 42.36 42.87 42.13 46.44 50.2
Almaty Kazakhstan 43.12 46.82 49.69 50.27
Harare Zimbabwe 59.69 62.47 63.48 57.22 50.28
San Francisco CA United States 35.94 32.25 43.49 43.49 47.9 50.3
Penang Malaysia 53.18 57.05 57.62 50.44
Puebla Mexico 60.25 50.57
Monterrey Mexico 70.83 62.85 58.03 57.15 51.39 50.67
Athens Greece 60.13 57.49 52.35 50.54 48.67 50.72
Medellin Colombia 59.64 55.69 56.36 50.73
Saskatoon Canada 48.3 51.09 49.29 50.81
San Jose CA United States 54.53 59.57 60.57 58.38 50.97
Medan Indonesia 48.95 48.13 45.04 51
Birmingham United Kingdom 64.84 47.51 51.23 50.22 51.36 51.09
Kolkata India 72.03 43.33 48.52 52.73 48.69 51.11
Lahore Pakistan 47.92 51.98 55.93 60.32 56.52 51.13
Yekaterinburg Russia 53.98 49.43 51.2
San Antonio TX United States 51.41 51.57 50.1 47.56 51.27
Winnipeg Canada 56.66 56.96 51.48 51.63
Spokane WA United States 59.2 50.88 52.16
San Luis Potosi Mexico 52.43
Kharkiv Ukraine 53.75 51.37 51.76 53.25 52.46
Cincinnati OH United States 51.11 52.49
Santiago Chile 53.65 42.33 48.92 46.81 46.86 52.55
Paris France 47.61 53.75 52.61 54.9 54.07 52.75
Jakarta Indonesia 46.09 48.27 53.11 48.8 50.44 52.78
Dublin Ireland 55.91 48.31 60.25 54.56 54.41 52.81
Tucson AZ United States 49.57 52.38 52.84
Manchester United Kingdom 52.25 50.13 52.41 53.16
Regina Canada 41.56 45.62 41.71 45.47 53.38
Guadalajara Mexico 48.57 56.79 56.21 53.49 53.87
Miami FL United States 69.27 64.85 60.57 59.71 60.7 53.89
Casablanca Morocco 60.65 67.76 54.28
Brussels Belgium 57.03 53.79 51.35 52.85 54.54 54.52
Brampton Canada 46.79 49.02 56.56 54.64
Los Angeles CA United States 60.55 65.74 44.73 53.6 54.24 54.67
Quito Ecuador 53.91 48.36 58.84 53.61 57.56 54.96
Turin Italy 52.92 54.43 63.98 59.54 54.96
Orlando FL United States 55.07 54.93 52.66 53.42 54.97
Alexandria Egypt 46.58 50.78 57.81 55.14
Tripoli Libya 49.38 49.74 54.92 55.24
Florianopolis Brazil 68.68 59.21 55.36
Tehran Iran 56.73 54.16 61.77 57.03 57.13 55.44
Rome Italy 66.13 62.34 59.37 55.98 55.87 55.47
San Jose Costa Rica 66.29 62.19 60.48 57.91 55.53
Montevideo Uruguay 60.94 50.16 53.55 51.84 57.65 55.73
Las Vegas NV United States 70.57 66.94 61.52 57.71 55.8
Pattaya Thailand 45.52 45.68 60.56 55.84
Cairo Egypt 38.67 48.81 53.13 61.05 58.27 55.91
Bacolod Philippines 61.88 56.06
Rochester NY United States 74.92 56.07
Bari Italy 64.76 64.68 56.23
Phnom Penh Cambodia 34.21 38.87 45.51 56.78
Phoenix AZ United States 41.41 52.9 55.32 59.05 56.86
Phuket Thailand 56.9
Louisville KY United States 65.87 60.08 56.98
San Miguel de Allende Mexico 57.8
Ho Chi Minh City Vietnam 51.81 49.88 51.32 58.61 58.11
Indianapolis IN United States 52.34 58.53
Little Rock AR United States 58.65
Darwin Australia 49.37 58.77
Philadelphia PA United States 68.58 72.23 66.08 64.33 59.09
Catania Italy 51.56 51.56 54.85 58.5 59.67
Quezon City Philippines 65.57 70.37 59.79
Gaborone Botswana 51.22 59.8
Marseille France 60.69 61.67 63.65 59.86
Johor Bahru Malaysia 70.83 81.56 61.98 69.81 70.31 59.93
Jacksonville FL United States 68.04 62.28 60
Cleveland OH United States 60.6 61 60.49
Kota Kinabalu Malaysia 45.11 56.87 61.98 60.7
Delhi India 41.25 52.56 56.38 58.91 60.28 60.79
Damascus Syria 59.64 59.3 54.42 49.44 60.87
Manila Philippines 66.54 66.36 66.01 67.73 49.21 60.92
Guatemala City Guatemala 87.24 90.35 85.29 61.87 60.99
Malmo Sweden 33.97 33.12 44.74 57.93 60.99
Buenos Aires Argentina 49.83 59.46 55.14 62.28 62.2 61.11
Kansas City MO United States 54.87 56.25 61.31
Naples Italy 56.67 54.82 63.16 64.1 61.33
Townsville Australia 61.97
Goiania Brazil 61.98 40.36 56.3 58.54 62.12
Birmingham AL United States 62.38
Gurgaon India 84.11 65.51 72.53 71.24 74.07 62.46
Houston TX United States 61.72 56.79 59.2 59.34 62.69
Bogota Colombia 37.5 46.02 55.69 52.97 59.34 63.64
Noida India 75 67.2 57.92 63.73
Milwaukee WI United States 52.9 62.37 56.48 63.8
Nairobi Kenya 71.88 67.46 65.41 63.89
Karachi Pakistan 68.44 74.36 81.34 79.8 69.7 64.18
Washington DC United States 51.43 58.21 58.9 59.65 64.19
Brasilia Brazil 57.55 61.88 59.07 57.79 65.26 64.52
Luanda Angola 52.34 67.97 64.6
Atlanta GA United States 40.62 56.04 59.86 64.01 64.81
Surrey Canada 61.56 66.74 64.25 65.13
Curitiba Brazil 42.29 46.27 58.58 63.59 65.16 65.16
Male Maldives 66.33 65.23
Ulaanbaatar Mongolia 46.87 66.23 70.25 56.49 65.32
Chicago IL United States 47.42 54.52 54.91 60.57 67.25 65.39
Santo Domingo Dominican Republic 62.19 79.19 77.54 73.28 66.08
Mexico City Mexico 79.06 77.86 65.28 65.71 66.04 66.1
Ciudad Juarez Mexico 66.3
Dar Es Salaam Tanzania 72.01 67 66.38 66.6
Campinas Brazil 55.42 63.09 63.74 66.13 66.8
Albuquerque NM United States 42.81 55.86 64 66.99
New Orleans LA United States 42.19 52.08 63.04 66.42 67.75
Lima Peru 71.35 65.31 64.93 66.96 70.08 68.27
Saint Louis MO United States 72.21 71.42 68.51
Port Elizabeth South Africa 70.95 72.56 68.53
Windhoek Namibia 46.65 59.19 65.95 68.66
Kingston Jamaica 69.61 69.17 68.95
Belo Horizonte Brazil 59.38 50.99 63.26 65.68 68.82 68.96
Dhaka Bangladesh 59.06 66.57 65.45 70.36 69.11
Rosario Argentina 62.71 69.14
Baltimore MD United States 58.85 64.32 65.21 62.63 69.22
Baghdad Iraq 56.25 55.73 63.93 65.41 69.54
Kuala Lumpur Malaysia 76.56 68.91 73.95 75.34 73.16 69.59
San Juan Puerto Rico 73.33 78.6 74 73.31 72.35 70.27
Cape Town South Africa 65 68.06 69.91 71.62 72 70.93
Lagos Nigeria 60.44 75.42 73.17 73.43 71.1
Oakland CA United States 75.71 71.15
Detroit MI United States 80.21 76.69 77.74 74.6 76.23 72.09
Sao Paulo Brazil 61.56 66.31 72.24 73.89 75.9 72.19
Port Of Spain Trinidad And Tobago 75.66
San Salvador El Salvador 70.12 73.77 77.02 76.19
Porto Alegre Brazil 76.46 69.25 75.11 75.99 77
Rio De Janeiro Brazil 67.08 67.93 71.97 72.64 77.19 77.87
Pretoria South Africa 81.05 77.02 80.77 77.99
Recife Brazil 70.05 77.2 80.93 78
Johannesburg South Africa 86.96 83.93 83.61 82.79 83.36 78.49
Durban South Africa 79.28 78.6 79.9 78.58
Selangor Malaysia 78.9
Fortaleza Brazil 78.65 82.53 84.25 85.66 83.9
Pietermaritzburg South Africa 95.46 87.63 87.1 84.23
San Pedro Sula Honduras 69.06 88.18 85.59
Caracas Venezuela 84.74 85.7 82.33 84.41 86.61
Sliema Malta 20.31 22.19 18.34 25.72 30.11
Akron OH United States 34.9
Alicante Spain 44.01 40 36.13
Asuncion Paraguay 60.68
Bath United Kingdom 24.22
Bordeaux France 57.29 46.61 47.15 43.64
Cairns Australia 54.69 48.7 51.25 40.54
Cordoba Argentina 51.56 59.53
Faro Portugal 40.16 40.16
Innsbruck Austria 46.35 33.44
Ludhiana India 35.42 51.35 51.35
Lugano Switzerland 9.84 25.68 14.37
Marbella Spain 9.11 25.49
Monaco Monaco 54.69 29.01
Nis Serbia 19.27 34.41 38.84
Odesa Ukraine 32.29 50.16 52.34
Oradea Romania 17.97 27.66 19.98
Palermo Italy 53.83 49.01
Rabat Morocco 38.28
Roanoke VA United States 47.4 42.5
Saint Petersburg FL United States 63.54
Salvador Brazil 60.42 69.84
Santa Cruz De Tenerife Spain 26.04 25.94
Shiraz Iran 64.53 43.07
Tashkent Uzbekistan 72.92 55.65
Varna Bulgaria 36.46 35.16
Aveiro Portugal 38.83
Bandar Seri Begawan Brunei 22.81 23.57 32.29
Chattanooga TN United States 58.59
Dehradun India 47.11
Dnipropetrovsk Ukraine 39.3 44.49
Donetsk Ukraine 60.62
Klang Malaysia 70.52
La Ceiba Honduras 73.12 73.12
Leiden Netherlands 15.94 17.04
Lublin Poland 25 36.38
Lucerne Switzerland 46.72 35.83
Managua Nicaragua 45.73 39.68
Mashhad Iran 38.58 36.91
Nashville TN United States 59.69
Nice France 56.56 51.76
Nijmegen Netherlands 32.73 36.94
Patna India 55.16 40.41
Patras Greece 33.59 33.59
Petaling Jaya Malaysia 73.77 75.21 72.93
Reno NV United States 27.03 31.58
Sao Jose dos Campos Brazil 65.25 61.11
Sochi Russia 42.19 42.19
Szczecin Poland 48.12 47.4
Ufa Russia 38.33 34.9
Vladivostok Russia 42.19 48.44
Wollongong Australia 54.06 55.26
Abbotsford Canada 60.39
Aberdeen United Kingdom 16.2
Adana Turkey 68.05
Anchorage AK United States 54.06
Ashgabat Turkmenistan 17.86 38.72
Bandung Indonesia 47.29
Bangi Malaysia 34.06
Bellingham WA United States 36.04
Benghazi Libya 84.37
Bhopal India 46.25
Bishkek Kyrgyzstan 67.86
Burgas Bulgaria 36.25
Cali Colombia 71.88
Cambridge United Kingdom 21.09
Chania Greece 25.62
Colorado Springs CO United States 45.05
Corfu Greece 33.9 22.04
Coventry United Kingdom 59.11
Cuneo Italy 24.14
Dubrovnik Croatia 11.56
Dunedin New Zealand 21.67
Espoo Finland 19.11
Exeter United Kingdom 32.03
Fairfax VA United States 25.26
Fort Lauderdale FL United States 45.75
Freiburg Im Breisgau Germany 30
Fresno CA United States 60.94
Genoa Italy 53.91
George Town Malaysia 40.6
Goa India 21.48
Grand Rapids MI United States 35.98
Graz Austria 17.69
Guayaquil Ecuador 61.5 62.5
Hamilton Bermuda 44.06
Hangzhou China 59.71
Hartford CT United States 78.52
Huntsville AL United States 57.89
Indore India 64.06 63.93
Jaipur India 31.56
Kabul Afghanistan 66.35
Kaliningrad Russia 33.59
Kampala Uganda 60.43
Kanpur India 57.44
Kitchener Canada 36.56
Klaipeda Lithuania 46.48
Knoxville TN United States 47.29
Kosice Slovakia 31.51
La Paz Bolivia 70.31
Larnaca Cyprus 29.46
Lille France 59.69
Mackay Australia 51.22
Madurai India 55.66
Memphis TN United States 74.52
Mobile AL United States 65.29
Modena Italy 36.98
Modesto CA United States 52.27
Nagpur India 33.82 29.21
Nasik India 53.52
Natal Brazil 61.56
Netanya Israel 38.05
Newark NJ United States 69.01
Oklahoma City OK United States 52.49 39.48
Omsk Russia 16.88
Osaka Japan 5.23 18.12
Padova Italy 49.38
Ploiesti Romania 40
Plovdiv Bulgaria 24.01
Podgorica Montenegro 25.11 50.48
Port Louis Mauritius 68.54
Port Moresby Papua New Guinea 91.07
Pristina Kosovo (Disputed Territory) 47.37
Reading United Kingdom 36.61
Ribeirao Preto Brazil 72.92
Rostov-na-donu Russia 74.87
Rustenburg South Africa 89.38
Santa Cruz Bolivia 65.31
Santos Brazil 54.1
Savannah GA United States 53.44
Sharjah United Arab Emirates 32.81
St.Catharines Canada 58.75
Surabaya Indonesia 54.84
Suva Fiji 56.72
Taichung Taiwan 19.14
Tianjin China 44.69
Torshavn Faroe Islands 23.44
Turku Finland 23.18
Uppsala Sweden 32.76
Utrecht Netherlands 31.81
Venice Italy 43.65
Verona Italy 24.22
Vientiane Laos 35.86
Vijayawada India 52.97
West Palm Beach FL United States 67.86
Yangon Myanmar 49.77
Zamboanga Philippines 72.43 62.8
Busan South Korea 24.48
Guanajuato Mexico 47.94
Kyoto Japan 10.62
Milton Keynes United Kingdom 54.52

And Adding the increase and decrease:2012-2013, 2013-2014, 2014-2015, 2015-2016, 2012-2016. * Some datas are removed for the loss.

2012 2013 2014 2015 2016 2012-2013 2013-2014 2014-2015 2015-2016 2012-2016
Beijing China 67.01 47.61 39.54 45.58 36.58 19.4 8.07 -6.04 9 30.43
Vienna Austria 51.82 27.45 29.91 30.52 28.04 24.37 -2.46 -0.61 2.48 23.78
Kolkata India 72.03 43.33 48.52 52.73 48.69 28.7 -5.19 -4.21 4.04 23.34
Geneva Switzerland 57.81 54.36 44.8 37.85 35.51 3.45 9.56 6.95 2.34 22.3
Canberra Australia 48.44 40.36 35.53 30.85 28.03 8.08 4.83 4.68 2.82 20.41
Boston MA United States 59.38 40.69 38.79 41.13 39.87 18.69 1.9 -2.34 1.26 19.51
Monterrey Mexico 70.83 62.85 58.03 57.15 51.39 7.98 4.82 0.88 5.76 19.44
Dubai United Arab Emirates 42.19 19.36 22.83 21.58 22.84 22.83 -3.47 1.25 -1.26 19.35
Copenhagen Denmark 45.31 32.39 30.63 26.8 26.78 12.92 1.76 3.83 0.02 18.53
Thessaloniki Greece 49.48 41.64 32.43 32.25 31.15 7.84 9.21 0.18 1.1 18.33
Melbourne Australia 54.02 48.75 40.83 39.88 35.82 5.27 7.92 0.95 4.06 18.2
Auckland New Zealand 60.94 50.38 49.37 46.36 43.08 10.56 1.01 3.01 3.28 17.86
Manila Philippines 66.54 66.36 66.01 67.73 49.21 0.18 0.35 -1.72 18.52 17.33
Brisbane Australia 51.61 45.84 37.35 38.25 36.13 5.77 8.49 -0.9 2.12 15.48
Denver CO United States 49.48 42.55 39.6 37.72 34.33 6.93 2.95 1.88 3.39 15.15
Salt Lake City UT United States 41.88 31.38 32.34 30.29 27.6 10.5 -0.96 2.05 2.69 14.28
Birmingham United Kingdom 64.84 47.51 51.23 50.22 51.36 17.33 -3.72 1.01 -1.14 13.48
Bratislava Slovakia 47.4 34.38 39.51 34.41 34.03 13.02 -5.13 5.1 0.38 13.37
Warsaw Poland 39.43 32.03 34.44 30.75 26.33 7.4 -2.41 3.69 4.42 13.1
Mexico City Mexico 79.06 77.86 65.28 65.71 66.04 1.2 12.58 -0.43 -0.33 13.02
Kiev Ukraine 54.43 54.19 50.76 45.11 41.44 0.24 3.43 5.65 3.67 12.99
Riyadh Saudi Arabia 32.63 32.39 27.39 32.09 19.67 0.24 5 -4.7 12.42 12.96
Austin TX United States 53.65 42.5 38.03 41.36 41.22 11.15 4.47 -3.33 0.14 12.43
Shanghai China 43.75 16.51 25.28 27.49 31.82 27.24 -8.77 -2.21 -4.33 11.93
London United Kingdom 59.87 50.14 45.74 46.57 48.37 9.73 4.4 -0.83 -1.8 11.5
Athens Greece 60.13 57.49 52.35 50.54 48.67 2.64 5.14 1.81 1.87 11.46
Bangalore India 61.22 51.03 50.41 51.32 50 10.19 0.62 -0.91 1.32 11.22
Rome Italy 66.13 62.34 59.37 55.98 55.87 3.79 2.97 3.39 0.11 10.26
Gurgaon India 84.11 65.51 72.53 71.24 74.07 18.6 -7.02 1.29 -2.83 10.04
Prague Czech Republic 40.3 34.54 32.63 32.93 31.05 5.76 1.91 -0.3 1.88 9.25
Tbilisi Georgia 31.33 19.57 19.93 21.42 22.2 11.76 -0.36 -1.49 -0.78 9.13
Miami FL United States 69.27 64.85 60.57 59.71 60.7 4.42 4.28 0.86 -0.99 8.57
Seattle WA United States 48.83 42.03 40.34 46.01 40.46 6.8 1.69 -5.67 5.55 8.37
Reykjavik Iceland 33.33 23.52 32.79 28.7 25.4 9.81 -9.27 4.09 3.3 7.93
Ljubljana Slovenia 35.71 32.94 34.59 30.98 28.11 2.77 -1.65 3.61 2.87 7.6
Lisbon Portugal 41.65 40.08 38.67 34.73 34.82 1.57 1.41 3.94 -0.09 6.83
Santiago Chile 53.65 42.33 48.92 46.81 46.86 11.32 -6.59 2.11 -0.05 6.79
Los Angeles CA United States 60.55 65.74 44.73 53.6 54.24 -5.19 21.01 -8.87 -0.64 6.31
Moscow Russia 52.67 53.19 53.54 54.15 46.42 -0.52 -0.35 -0.61 7.73 6.25
Baku Azerbaijan 38.54 36.69 34.16 35.47 32.54 1.85 2.53 -1.31 2.93 6
Nicosia Cyprus 32.81 38.22 35.55 29.5 26.91 -5.41 2.67 6.05 2.59 5.9
Krakow (Cracow) Poland 41.15 32.86 39.76 35.82 35.66 8.29 -6.9 3.94 0.16 5.49
Zagreb Croatia 35.96 32.29 32.61 32.57 31.47 3.67 -0.32 0.04 1.1 4.49
Singapore Singapore 20.21 19.96 19.78 15.81 15.81 0.25 0.18 3.97 0 4.4
Brighton United Kingdom 37.5 33.12 35.64 35.05 33.14 4.38 -2.52 0.59 1.91 4.36
Detroit MI United States 80.21 76.69 77.74 74.6 76.23 3.52 -1.05 3.14 -1.63 3.98
Ahmedabad India 32.03 18.18 23.41 22.01 28.14 13.85 -5.23 1.4 -6.13 3.89
Perth Australia 51.25 50.01 43.48 44.24 47.51 1.24 6.53 -0.76 -3.27 3.74
Johannesburg South Africa 86.96 83.93 83.61 82.79 83.36 3.03 0.32 0.82 -0.57 3.6
Banja Luka Bosnia And Herzegovina 34.11 28.85 33.67 33.67 30.62 5.26 -4.82 0 3.05 3.49
Kuala Lumpur Malaysia 76.56 68.91 73.95 75.34 73.16 7.65 -5.04 -1.39 2.18 3.4
Milan Italy 53.18 56.2 52.24 52.05 49.82 -3.02 3.96 0.19 2.23 3.36
Montevideo Uruguay 60.94 50.16 53.55 51.84 57.65 10.78 -3.39 1.71 -5.81 3.29
Barcelona Spain 45 41.47 40.87 42.11 41.79 3.53 0.6 -1.24 0.32 3.21
Cluj-napoca Romania 23.96 26.12 22.73 19.39 21.37 -2.16 3.39 3.34 -1.98 2.59
Brussels Belgium 57.03 53.79 51.35 52.85 54.54 3.24 2.44 -1.5 -1.69 2.49
Brno Czech Republic 32.16 34.68 34.87 32.45 29.86 -2.52 -0.19 2.42 2.59 2.3
Trondheim Norway 21.81 19.8 19.8 18.31 20.19 2.01 0 1.49 -1.88 1.62
Dublin Ireland 55.91 48.31 60.25 54.56 54.41 7.6 -11.94 5.69 0.15 1.5
Constanta Romania 38.28 35.81 30.38 38.23 36.88 2.47 5.43 -7.85 1.35 1.4
Lima Peru 71.35 65.31 64.93 66.96 70.08 6.04 0.38 -2.03 -3.12 1.27
San Juan Puerto Rico 73.33 78.6 74 73.31 72.35 -5.27 4.6 0.69 0.96 0.98
Edmonton Canada 41.02 31.14 37.04 39.45 40.19 9.88 -5.9 -2.41 -0.74 0.83
Johor Bahru Malaysia 70.83 81.56 61.98 69.81 70.31 -10.73 19.58 -7.83 -0.5 0.52
Adelaide Australia 40.62 41.32 41.65 41.96 40.4 -0.7 -0.33 -0.31 1.56 0.22
Izmir Turkey 30.86 25.91 35.28 25.67 30.75 4.95 -9.37 9.61 -5.08 0.11
Nottingham United Kingdom 57.81 44.38 49.17 57.03 13.43 -4.79

誰か考察してー。