├── .gitignore ├── CODE_OF_CONDUCT.md ├── CONTRIBUTING.md ├── Dockerfile ├── LICENSE ├── NOTICE ├── README.md ├── cloudformation-template └── covid19-simulation.yaml ├── covid19_data_exploration.ipynb ├── covid19_simulator.ipynb ├── covid19_simulator_sagemker.ipynb ├── data └── input │ ├── Cases_GJ.csv │ ├── Cases_KA.csv │ ├── Cases_KL.csv │ ├── Cases_MH.csv │ ├── Cases_WB.csv │ ├── OxCGRT_Download_Full.csv │ ├── countries │ ├── .DS_Store │ ├── .ipynb_checkpoints │ │ └── Cases_Spain-checkpoint.csv │ ├── Cases_Afghanistan.csv │ ├── Cases_Algeria.csv │ ├── Cases_Argentina.csv │ ├── Cases_Armenia.csv │ ├── Cases_Australia.csv │ ├── Cases_Austria.csv │ ├── Cases_Azerbaijan.csv │ ├── Cases_Bahrain.csv │ ├── Cases_Bangladesh.csv │ ├── Cases_Belarus.csv │ ├── Cases_Belgium.csv │ ├── Cases_Bolivia.csv │ ├── Cases_Bosnia and Herzegovina.csv │ ├── Cases_Brazil.csv │ ├── Cases_Bulgaria.csv │ ├── Cases_Burma.csv │ ├── Cases_Canada.csv │ ├── Cases_Chile.csv │ ├── Cases_China.csv │ ├── Cases_Colombia.csv │ ├── Cases_Costa Rica.csv │ ├── Cases_Croatia.csv │ ├── Cases_Czechia.csv │ ├── Cases_Denmark.csv │ ├── Cases_Dominican Republic.csv │ ├── Cases_Ecuador.csv │ ├── Cases_Egypt.csv │ ├── Cases_El Salvador.csv │ ├── Cases_Ethiopia.csv │ ├── Cases_France.csv │ ├── Cases_Georgia.csv │ ├── Cases_Germany.csv │ ├── Cases_Ghana.csv │ ├── Cases_Greece.csv │ ├── Cases_Guatemala.csv │ ├── Cases_Honduras.csv │ ├── Cases_Hungary.csv │ ├── Cases_India.csv │ ├── Cases_Indonesia.csv │ ├── Cases_Iran.csv │ ├── Cases_Iraq.csv │ ├── Cases_Ireland.csv │ ├── Cases_Israel.csv │ ├── Cases_Italy.csv │ ├── Cases_Japan.csv │ ├── Cases_Jordan.csv │ ├── Cases_Kazakhstan.csv │ ├── Cases_Kenya.csv │ ├── Cases_Korea, South.csv │ ├── Cases_Kuwait.csv │ ├── Cases_Kyrgyzstan.csv │ ├── Cases_Lebanon.csv │ ├── Cases_Libya.csv │ ├── Cases_Malaysia.csv │ ├── Cases_Mexico.csv │ ├── Cases_Moldova.csv │ ├── Cases_Morocco.csv │ ├── Cases_Nepal.csv │ ├── Cases_Netherlands.csv │ ├── Cases_Nigeria.csv │ ├── Cases_North Macedonia.csv │ ├── Cases_Oman.csv │ ├── Cases_Pakistan.csv │ ├── Cases_Panama.csv │ ├── Cases_Paraguay.csv │ ├── Cases_Peru.csv │ ├── Cases_Philippines.csv │ ├── Cases_Poland.csv │ ├── Cases_Portugal.csv │ ├── Cases_Qatar.csv │ ├── Cases_Romania.csv │ ├── Cases_Russia.csv │ ├── Cases_Saudi Arabia.csv │ ├── Cases_Serbia.csv │ ├── Cases_Singapore.csv │ ├── Cases_Slovakia.csv │ ├── Cases_Slovenia.csv │ ├── Cases_South Africa.csv │ ├── Cases_Spain.csv │ ├── Cases_Sweden.csv │ ├── Cases_Switzerland.csv │ ├── Cases_Tunisia.csv │ ├── Cases_Turkey.csv │ ├── Cases_US.csv │ ├── Cases_Ukraine.csv │ ├── Cases_United Arab Emirates.csv │ ├── Cases_United Kingdom.csv │ ├── Cases_Uzbekistan.csv │ ├── Cases_Venezuela.csv │ └── Cases_West Bank and Gaza.csv │ ├── countries_aggr_intervention_scores.csv │ ├── countries_intervention_impacts.csv │ ├── country_population_WorldBank.csv │ ├── covid_19_daily_reports_us.csv │ ├── india_state_wise_daily.csv │ ├── population_india_census2011.csv │ ├── population_usa_states_census.csv │ ├── time_series_covid19_confirmed_global.csv │ ├── time_series_covid19_deaths_global.csv │ └── time_series_covid19_recovered_global.csv ├── interventions_scorer.ipynb ├── interventions_scorer_sagemaker.ipynb ├── media └── launch_button.svg ├── requirements.txt └── src ├── case_trends_finder.py ├── config.py ├── country_data_loader.py ├── county_data_loader.py ├── delphi_epidata.py ├── intervention_effectiveness_scorer.py ├── simulation.py ├── simulation_orchestrator.py ├── state_data_loader.py └── utils.py /.gitignore: -------------------------------------------------------------------------------- 1 | *.iml 2 | data/output 3 | data/input/Cases_* 4 | *.ipynb_checkpoints 5 | .idea 6 | __pycache__ -------------------------------------------------------------------------------- /CODE_OF_CONDUCT.md: -------------------------------------------------------------------------------- 1 | ## Code of Conduct 2 | This project has adopted the [Amazon Open Source Code of Conduct](https://aws.github.io/code-of-conduct). 3 | For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq) or contact 4 | opensource-codeofconduct@amazon.com with any additional questions or comments. 5 | -------------------------------------------------------------------------------- /CONTRIBUTING.md: -------------------------------------------------------------------------------- 1 | # Contributing Guidelines 2 | 3 | Thank you for your interest in contributing to our project. Whether it's a bug report, new feature, correction, or additional 4 | documentation, we greatly value feedback and contributions from our community. 5 | 6 | Please read through this document before submitting any issues or pull requests to ensure we have all the necessary 7 | information to effectively respond to your bug report or contribution. 8 | 9 | 10 | ## Reporting Bugs/Feature Requests 11 | 12 | We welcome you to use the GitHub issue tracker to report bugs or suggest features. 13 | 14 | When filing an issue, please check existing open, or recently closed, issues to make sure somebody else hasn't already 15 | reported the issue. Please try to include as much information as you can. Details like these are incredibly useful: 16 | 17 | * A reproducible test case or series of steps 18 | * The version of our code being used 19 | * Any modifications you've made relevant to the bug 20 | * Anything unusual about your environment or deployment 21 | 22 | 23 | ## Contributing via Pull Requests 24 | Contributions via pull requests are much appreciated. Before sending us a pull request, please ensure that: 25 | 26 | 1. You are working against the latest source on the *master* branch. 27 | 2. You check existing open, and recently merged, pull requests to make sure someone else hasn't addressed the problem already. 28 | 3. You open an issue to discuss any significant work - we would hate for your time to be wasted. 29 | 30 | To send us a pull request, please: 31 | 32 | 1. Fork the repository. 33 | 2. Modify the source; please focus on the specific change you are contributing. If you also reformat all the code, it will be hard for us to focus on your change. 34 | 3. Ensure local tests pass. 35 | 4. Commit to your fork using clear commit messages. 36 | 5. Send us a pull request, answering any default questions in the pull request interface. 37 | 6. Pay attention to any automated CI failures reported in the pull request, and stay involved in the conversation. 38 | 39 | GitHub provides additional document on [forking a repository](https://help.github.com/articles/fork-a-repo/) and 40 | [creating a pull request](https://help.github.com/articles/creating-a-pull-request/). 41 | 42 | 43 | ## Finding contributions to work on 44 | Looking at the existing issues is a great way to find something to contribute on. As our projects, by default, use the default GitHub issue labels (enhancement/bug/duplicate/help wanted/invalid/question/wontfix), looking at any 'help wanted' issues is a great place to start. 45 | 46 | 47 | ## Code of Conduct 48 | This project has adopted the [Amazon Open Source Code of Conduct](https://aws.github.io/code-of-conduct). 49 | For more information see the [Code of Conduct FAQ](https://aws.github.io/code-of-conduct-faq) or contact 50 | opensource-codeofconduct@amazon.com with any additional questions or comments. 51 | 52 | 53 | ## Security issue notifications 54 | If you discover a potential security issue in this project we ask that you notify AWS/Amazon Security via our [vulnerability reporting page](http://aws.amazon.com/security/vulnerability-reporting/). Please do **not** create a public github issue. 55 | 56 | 57 | ## Licensing 58 | 59 | See the [LICENSE](LICENSE) file for our project's licensing. 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All Rights Reserved. 2 | -------------------------------------------------------------------------------- /cloudformation-template/covid19-simulation.yaml: -------------------------------------------------------------------------------- 1 | Description: Covid19 Simulation SageMaker Template 2 | Resources: 3 | notebookAccessRoleFF9FFE8C: 4 | Type: AWS::IAM::Role 5 | Properties: 6 | AssumeRolePolicyDocument: 7 | Statement: 8 | - Action: sts:AssumeRole 9 | Effect: Allow 10 | Principal: 11 | Service: sagemaker.amazonaws.com 12 | Version: "2012-10-17" 13 | Metadata: 14 | aws:cdk:path: covid-cfn/notebookAccessRole/Resource 15 | sagemakerNotebook: 16 | Type: AWS::SageMaker::NotebookInstance 17 | Properties: 18 | InstanceType: ml.c5.xlarge 19 | RoleArn: 20 | Fn::GetAtt: 21 | - notebookAccessRoleFF9FFE8C 22 | - Arn 23 | DefaultCodeRepository: https://github.com/orgs/aws-samples/teams/covid19_sim 24 | NotebookInstanceName: Covid19-Simulation 25 | Metadata: 26 | aws:cdk:path: covid-cfn/sagemakerNotebook 27 | CDKMetadata: 28 | Type: AWS::CDK::Metadata 29 | Properties: 30 | Modules: aws-cdk=1.62.0,@aws-cdk/aws-iam=1.62.0,@aws-cdk/aws-sagemaker=1.62.0,@aws-cdk/cloud-assembly-schema=1.62.0,@aws-cdk/core=1.62.0,@aws-cdk/cx-api=1.62.0,@aws-cdk/region-info=1.62.0,jsii-runtime=Python/3.8.3 31 | Condition: CDKMetadataAvailable 32 | Conditions: 33 | CDKMetadataAvailable: 34 | Fn::Or: 35 | - Fn::Or: 36 | - Fn::Equals: 37 | - Ref: AWS::Region 38 | - ap-east-1 39 | - Fn::Equals: 40 | - Ref: AWS::Region 41 | - ap-northeast-1 42 | - Fn::Equals: 43 | - Ref: AWS::Region 44 | - ap-northeast-2 45 | - Fn::Equals: 46 | - Ref: AWS::Region 47 | - ap-south-1 48 | - Fn::Equals: 49 | - Ref: AWS::Region 50 | - ap-southeast-1 51 | - Fn::Equals: 52 | - Ref: AWS::Region 53 | - ap-southeast-2 54 | - Fn::Equals: 55 | - Ref: AWS::Region 56 | - ca-central-1 57 | - Fn::Equals: 58 | - Ref: AWS::Region 59 | - cn-north-1 60 | - Fn::Equals: 61 | - Ref: AWS::Region 62 | - cn-northwest-1 63 | - Fn::Equals: 64 | - Ref: AWS::Region 65 | - eu-central-1 66 | - Fn::Or: 67 | - Fn::Equals: 68 | - Ref: AWS::Region 69 | - eu-north-1 70 | - Fn::Equals: 71 | - Ref: AWS::Region 72 | - eu-west-1 73 | - Fn::Equals: 74 | - Ref: AWS::Region 75 | - eu-west-2 76 | - Fn::Equals: 77 | - Ref: AWS::Region 78 | - eu-west-3 79 | - Fn::Equals: 80 | - Ref: AWS::Region 81 | - me-south-1 82 | - Fn::Equals: 83 | - Ref: AWS::Region 84 | - sa-east-1 85 | - Fn::Equals: 86 | - Ref: AWS::Region 87 | - us-east-1 88 | - Fn::Equals: 89 | - Ref: AWS::Region 90 | - us-east-2 91 | - Fn::Equals: 92 | - Ref: AWS::Region 93 | - us-west-1 94 | - Fn::Equals: 95 | - Ref: AWS::Region 96 | - us-west-2 97 | 98 | -------------------------------------------------------------------------------- /data/input/Cases_GJ.csv: -------------------------------------------------------------------------------- 1 | Date,Confirmed,Deceased,Recovered,Total_Confirmed,Total_Deceased,Total_Recovered 2 | 2020-03-14,0,0,0,0,0,0 3 | 2020-03-15,0,0,0,0,0,0 4 | 2020-03-16,0,0,0,0,0,0 5 | 2020-03-17,0,0,0,0,0,0 6 | 2020-03-18,0,0,0,0,0,0 7 | 2020-03-19,2,0,0,2,0,0 8 | 2020-03-20,5,0,0,7,0,0 9 | 2020-03-21,7,0,0,14,0,0 10 | 2020-03-22,4,1,0,18,1,0 11 | 2020-03-23,12,0,0,30,1,0 12 | 2020-03-24,4,0,0,34,1,0 13 | 2020-03-25,4,0,0,38,1,0 14 | 2020-03-26,5,2,0,43,3,0 15 | 2020-03-27,4,0,0,47,3,0 16 | 2020-03-28,8,1,0,55,4,0 17 | 2020-03-29,8,1,1,63,5,1 18 | 2020-03-30,7,1,2,70,6,3 19 | 2020-03-31,4,0,2,74,6,5 20 | 2020-04-01,13,0,0,87,6,5 21 | 2020-04-02,1,1,5,88,7,10 22 | 2020-04-03,7,2,0,95,9,10 23 | 2020-04-04,13,1,3,108,10,13 24 | 2020-04-05,20,1,8,128,11,21 25 | 2020-04-06,18,1,1,146,12,22 26 | 2020-04-07,29,2,3,175,14,25 27 | 2020-04-08,11,2,0,186,16,25 28 | 2020-04-09,76,2,1,262,18,26 29 | 2020-04-10,116,1,7,378,19,33 30 | 2020-04-11,90,3,11,468,22,44 31 | 2020-04-12,48,2,0,516,24,44 32 | 2020-04-13,56,2,10,572,26,54 33 | 2020-04-14,78,2,5,650,28,59 34 | 2020-04-15,116,5,5,766,33,64 35 | 2020-04-16,163,3,9,929,36,73 36 | 2020-04-17,170,5,13,1099,41,86 37 | 2020-04-18,277,12,7,1376,53,93 38 | 2020-04-19,367,10,12,1743,63,105 39 | 2020-04-20,196,8,26,1939,71,131 40 | 2020-04-21,239,19,8,2178,90,139 41 | 2020-04-22,229,13,40,2407,103,179 42 | 2020-04-23,217,9,79,2624,112,258 43 | 2020-04-24,191,15,7,2815,127,265 44 | 2020-04-25,256,6,17,3071,133,282 45 | 2020-04-26,230,18,31,3301,151,313 46 | 2020-04-27,247,11,81,3548,162,394 47 | 2020-04-28,226,19,40,3774,181,434 48 | 2020-04-29,308,16,93,4082,197,527 49 | 2020-04-30,313,17,86,4395,214,613 50 | 2020-05-01,326,22,123,4721,236,736 51 | 2020-05-02,333,26,160,5054,262,896 52 | 2020-05-03,374,28,146,5428,290,1042 53 | 2020-05-04,376,29,153,5804,319,1195 54 | 2020-05-05,441,49,186,6245,368,1381 55 | 2020-05-06,380,28,119,6625,396,1500 56 | 2020-05-07,388,29,209,7013,425,1709 57 | 2020-05-08,390,24,163,7403,449,1872 58 | 2020-05-09,394,23,219,7797,472,2091 59 | 2020-05-10,398,21,454,8195,493,2545 60 | 2020-05-11,347,20,235,8542,513,2780 61 | 2020-05-12,362,24,466,8904,537,3246 62 | 2020-05-13,364,29,316,9268,566,3562 63 | 2020-05-14,324,20,191,9592,586,3753 64 | 2020-05-15,340,20,282,9932,606,4035 65 | 2020-05-16,1057,19,273,10989,625,4308 66 | 2020-05-17,391,34,191,11380,659,4499 67 | 2020-05-18,366,35,305,11746,694,4804 68 | 2020-05-19,395,25,239,12141,719,5043 69 | 2020-05-20,398,30,176,12539,749,5219 70 | 2020-05-21,371,24,269,12910,773,5488 71 | 2020-05-22,363,29,392,13273,802,5880 72 | 2020-05-23,396,27,289,13669,829,6169 73 | 2020-05-24,394,29,243,14063,858,6412 74 | 2020-05-25,405,30,224,14468,888,6636 75 | 2020-05-26,361,27,501,14829,915,7137 76 | 2020-05-27,376,23,410,15205,938,7547 77 | 2020-05-28,367,22,454,15572,960,8001 78 | 2020-05-29,372,20,608,15944,980,8609 79 | 2020-05-30,412,27,621,16356,1007,9230 80 | 2020-05-31,438,31,689,16794,1038,9919 81 | 2020-06-01,423,25,861,17217,1063,10780 82 | 2020-06-02,415,29,1114,17632,1092,11894 83 | 2020-06-03,485,30,318,18117,1122,12212 84 | 2020-06-04,492,33,455,18609,1155,12667 85 | 2020-06-05,510,35,344,19119,1190,13011 86 | 2020-06-06,498,29,313,19617,1219,13324 87 | 2020-06-07,480,30,319,20097,1249,13643 88 | 2020-06-08,477,31,321,20574,1280,13964 89 | 2020-06-09,470,33,409,21044,1313,14373 90 | 2020-06-10,510,34,370,21554,1347,14743 91 | 2020-06-11,513,38,366,22067,1385,15109 92 | 2020-06-12,495,31,392,22562,1416,15501 93 | 2020-06-13,517,33,390,23079,1449,15891 94 | 2020-06-14,511,29,442,23590,1478,16333 95 | 2020-06-15,514,28,339,24104,1506,16672 96 | 2020-06-16,524,28,418,24628,1534,17090 97 | 2020-06-17,520,27,348,25148,1561,17438 98 | 2020-06-18,510,31,389,25658,1592,17827 99 | 2020-06-19,540,27,340,26198,1619,18167 100 | 2020-06-20,539,20,535,26737,1639,18702 101 | 2020-06-21,580,25,655,27317,1664,19357 102 | 2020-06-22,563,21,560,27880,1685,19917 103 | 2020-06-23,549,26,604,28429,1711,20521 104 | 2020-06-24,572,25,575,29001,1736,21096 105 | 2020-06-25,577,18,410,29578,1754,21506 106 | 2020-06-26,580,18,532,30158,1772,22038 107 | 2020-06-27,615,18,379,30773,1790,22417 108 | 2020-06-28,624,19,391,31397,1809,22808 109 | 2020-06-29,626,19,440,32023,1828,23248 110 | 2020-06-30,620,20,422,32643,1848,23670 111 | 2020-07-01,675,21,368,33318,1869,24038 112 | 2020-07-02,681,19,563,33999,1888,24601 113 | 2020-07-03,687,18,340,34686,1906,24941 114 | 2020-07-04,712,21,473,35398,1927,25414 115 | 2020-07-05,725,18,486,36123,1945,25900 116 | 2020-07-06,735,17,423,36858,1962,26323 117 | 2020-07-07,778,17,421,37636,1979,26744 118 | 2020-07-08,783,16,569,38419,1995,27313 119 | 2020-07-09,861,15,429,39280,2010,27742 120 | 2020-07-10,875,14,441,40155,2024,28183 121 | 2020-07-11,872,10,502,41027,2034,28685 122 | 2020-07-12,879,13,513,41906,2047,29198 123 | 2020-07-13,902,10,608,42808,2057,29806 124 | 2020-07-14,915,14,749,43723,2071,30555 125 | 2020-07-15,925,10,791,44648,2081,31346 126 | 2020-07-16,919,10,828,45567,2091,32174 127 | 2020-07-17,949,17,770,46516,2108,32944 128 | 2020-07-18,960,19,1062,47476,2127,34006 129 | 2020-07-19,965,20,877,48441,2147,34883 130 | 2020-07-20,998,20,777,49439,2167,35660 131 | 2020-07-21,1026,34,744,50465,2201,36404 132 | 2020-07-22,1020,28,837,51485,2229,37241 133 | 2020-07-23,1078,28,718,52563,2257,37959 134 | 2020-07-24,1068,26,872,53631,2283,38831 135 | 2020-07-25,1081,22,782,54712,2305,39613 136 | 2020-07-26,1110,21,753,55822,2326,40366 137 | 2020-07-27,1052,22,1015,56874,2348,41381 138 | 2020-07-28,1108,24,1032,57982,2372,42413 139 | 2020-07-29,1144,24,783,59126,2396,43196 140 | 2020-07-30,1159,22,879,60285,2418,44075 141 | 2020-07-31,1153,22,833,61438,2440,44908 142 | 2020-08-01,1136,24,875,62574,2464,45783 143 | 2020-08-02,1101,22,805,63675,2486,46588 144 | 2020-08-03,1009,22,974,64684,2508,47562 145 | 2020-08-04,1020,25,898,65704,2533,48460 146 | 2020-08-05,1073,23,1046,66777,2556,49506 147 | 2020-08-06,1034,27,917,67811,2583,50423 148 | 2020-08-07,1074,22,1370,68885,2605,51793 149 | 2020-08-08,1101,23,1135,69986,2628,52928 150 | 2020-08-09,1078,25,1311,71064,2653,54239 151 | 2020-08-10,1056,20,1138,72120,2673,55377 152 | 2020-08-11,1118,23,1140,73238,2696,56517 153 | 2020-08-12,1152,18,977,74390,2714,57494 154 | 2020-08-13,1092,18,1046,75482,2732,58540 155 | 2020-08-14,1087,15,1083,76569,2747,59623 156 | 2020-08-15,1094,19,1015,77663,2766,60638 157 | 2020-08-16,1120,20,959,78783,2786,61597 158 | 2020-08-17,1033,15,1083,79816,2801,62680 159 | 2020-08-18,1126,20,1131,80942,2821,63811 160 | 2020-08-19,1145,17,1120,82087,2838,64931 161 | 2020-08-20,1175,16,1123,83262,2854,66054 162 | 2020-08-21,1204,14,1324,84466,2868,67378 163 | 2020-08-22,1212,14,980,85678,2882,68358 164 | 2020-08-23,1101,14,972,86779,2896,69330 165 | 2020-08-24,1067,13,1021,87846,2909,70351 166 | 2020-08-25,1096,20,1011,88942,2929,71362 167 | 2020-08-26,1197,17,1047,90139,2946,72409 168 | 2020-08-27,1190,17,1193,91329,2963,73602 169 | 2020-08-28,1272,14,1050,92601,2977,74652 170 | 2020-08-29,1282,13,1111,93883,2990,75763 171 | 2020-08-30,1272,17,1095,95155,3007,76858 172 | 2020-08-31,1280,14,1025,96435,3021,77883 173 | 2020-09-01,1310,14,1131,97745,3035,79014 174 | 2020-09-02,1305,12,1141,99050,3047,80155 175 | 2020-09-03,1325,16,1126,100375,3063,81281 176 | 2020-09-04,1320,14,1218,101695,3077,82499 177 | 2020-09-05,1311,16,1148,103006,3093,83647 178 | 2020-09-06,1335,14,1212,104341,3107,84859 179 | 2020-09-07,1330,15,1276,105671,3122,86135 180 | 2020-09-08,1295,13,1445,106966,3135,87580 181 | 2020-09-09,1329,16,1336,108295,3151,88916 182 | 2020-09-10,1332,15,1415,109627,3166,90331 183 | 2020-09-11,1344,16,1240,110971,3182,91571 184 | 2020-09-12,1365,15,1335,112336,3197,92906 185 | 2020-09-13,1326,15,1205,113662,3212,94111 186 | 2020-09-14,1334,17,1255,114996,3229,95366 187 | 2020-09-15,1349,17,1444,116345,3246,96810 188 | 2020-09-16,1364,12,1447,117709,3258,98257 189 | 2020-09-17,1379,14,1652,119088,3272,99909 190 | 2020-09-18,1410,16,1293,120498,3288,101202 191 | 2020-09-19,1432,16,1470,121930,3304,102672 192 | 2020-09-20,1407,17,1204,123337,3321,103876 193 | 2020-09-21,1430,17,1316,124767,3338,105192 194 | 2020-09-22,1402,16,1321,126169,3354,106513 195 | 2020-09-23,1372,15,1289,127541,3369,107802 196 | -------------------------------------------------------------------------------- /data/input/Cases_KA.csv: -------------------------------------------------------------------------------- 1 | Date,Confirmed,Deceased,Recovered,Total_Confirmed,Total_Deceased,Total_Recovered 2 | 2020-03-14,6,1,0,6,1,0 3 | 2020-03-15,0,0,0,6,1,0 4 | 2020-03-16,1,0,0,7,1,0 5 | 2020-03-17,2,0,0,9,1,0 6 | 2020-03-18,5,0,0,14,1,0 7 | 2020-03-19,1,0,0,15,1,0 8 | 2020-03-20,0,0,1,15,1,1 9 | 2020-03-21,5,0,0,20,1,1 10 | 2020-03-22,6,0,0,26,1,1 11 | 2020-03-23,7,0,1,33,1,2 12 | 2020-03-24,8,0,1,41,1,3 13 | 2020-03-25,10,0,0,51,1,3 14 | 2020-03-26,4,1,0,55,2,3 15 | 2020-03-27,9,1,2,64,3,5 16 | 2020-03-28,17,0,0,81,3,5 17 | 2020-03-29,2,0,0,83,3,5 18 | 2020-03-30,5,0,1,88,3,6 19 | 2020-03-31,13,0,2,101,3,8 20 | 2020-04-01,9,0,1,110,3,9 21 | 2020-04-02,14,0,2,124,3,11 22 | 2020-04-03,4,1,0,128,4,11 23 | 2020-04-04,16,0,0,144,4,11 24 | 2020-04-05,7,0,1,151,4,12 25 | 2020-04-06,12,0,8,163,4,20 26 | 2020-04-07,12,0,5,175,4,25 27 | 2020-04-08,6,1,3,181,5,28 28 | 2020-04-09,16,1,2,197,6,30 29 | 2020-04-10,10,0,4,207,6,34 30 | 2020-04-11,8,0,5,215,6,39 31 | 2020-04-12,17,0,15,232,6,54 32 | 2020-04-13,15,2,6,247,8,60 33 | 2020-04-14,13,2,11,260,10,71 34 | 2020-04-15,19,2,9,279,12,80 35 | 2020-04-16,36,1,2,315,13,82 36 | 2020-04-17,44,0,6,359,13,88 37 | 2020-04-18,25,1,16,384,14,104 38 | 2020-04-19,6,2,7,390,16,111 39 | 2020-04-20,18,0,1,408,16,112 40 | 2020-04-21,10,1,17,418,17,129 41 | 2020-04-22,9,0,2,427,17,131 42 | 2020-04-23,18,0,14,445,17,145 43 | 2020-04-24,29,1,7,474,18,152 44 | 2020-04-25,26,0,6,500,18,158 45 | 2020-04-26,3,1,24,503,19,182 46 | 2020-04-27,9,1,11,512,20,193 47 | 2020-04-28,11,0,14,523,20,207 48 | 2020-04-29,12,1,9,535,21,216 49 | 2020-04-30,30,1,13,565,22,229 50 | 2020-05-01,24,0,22,589,22,251 51 | 2020-05-02,12,3,20,601,25,271 52 | 2020-05-03,13,0,22,614,25,293 53 | 2020-05-04,37,2,28,651,27,321 54 | 2020-05-05,22,2,10,673,29,331 55 | 2020-05-06,20,0,23,693,29,354 56 | 2020-05-07,12,1,12,705,30,366 57 | 2020-05-08,48,0,10,753,30,376 58 | 2020-05-09,41,0,10,794,30,386 59 | 2020-05-10,54,1,36,848,31,422 60 | 2020-05-11,14,0,4,862,31,426 61 | 2020-05-12,63,0,7,925,31,433 62 | 2020-05-13,34,2,18,959,33,451 63 | 2020-05-14,28,2,9,987,35,460 64 | 2020-05-15,69,1,20,1056,36,480 65 | 2020-05-16,36,0,16,1092,36,496 66 | 2020-05-17,55,1,13,1147,37,509 67 | 2020-05-18,99,0,21,1246,37,530 68 | 2020-05-19,149,3,13,1395,40,543 69 | 2020-05-20,67,1,13,1462,41,556 70 | 2020-05-21,143,0,15,1605,41,571 71 | 2020-05-22,138,0,26,1743,41,597 72 | 2020-05-23,216,1,11,1959,42,608 73 | 2020-05-24,130,0,46,2089,42,654 74 | 2020-05-25,93,2,51,2182,44,705 75 | 2020-05-26,101,0,59,2283,44,764 76 | 2020-05-27,135,3,17,2418,47,781 77 | 2020-05-28,115,0,53,2533,47,834 78 | 2020-05-29,248,1,60,2781,48,894 79 | 2020-05-30,141,1,103,2922,49,997 80 | 2020-05-31,299,2,221,3221,51,1218 81 | 2020-06-01,187,1,100,3408,52,1318 82 | 2020-06-02,388,0,75,3796,52,1393 83 | 2020-06-03,267,1,111,4063,53,1504 84 | 2020-06-04,257,4,106,4320,57,1610 85 | 2020-06-05,515,0,83,4835,57,1693 86 | 2020-06-06,378,2,280,5213,59,1973 87 | 2020-06-07,239,2,159,5452,61,2132 88 | 2020-06-08,308,3,309,5760,64,2441 89 | 2020-06-09,161,2,164,5921,66,2605 90 | 2020-06-10,120,3,257,6041,69,2862 91 | 2020-06-11,204,3,114,6245,72,2976 92 | 2020-06-12,271,7,464,6516,79,3440 93 | 2020-06-13,308,3,208,6824,82,3648 94 | 2020-06-14,176,5,312,7000,87,3960 95 | 2020-06-15,213,2,174,7213,89,4134 96 | 2020-06-16,317,7,322,7530,96,4456 97 | 2020-06-17,204,8,348,7734,104,4804 98 | 2020-06-18,210,12,176,7944,116,4980 99 | 2020-06-19,337,9,230,8281,125,5210 100 | 2020-06-20,416,9,183,8697,134,5393 101 | 2020-06-21,453,5,226,9150,139,5619 102 | 2020-06-22,249,5,111,9399,144,5730 103 | 2020-06-23,322,8,274,9721,152,6004 104 | 2020-06-24,397,14,149,10118,166,6153 105 | 2020-06-25,442,6,519,10560,172,6672 106 | 2020-06-26,445,10,246,11005,182,6918 107 | 2020-06-27,918,11,371,11923,193,7289 108 | 2020-06-28,1267,16,220,13190,209,7509 109 | 2020-06-29,1105,19,176,14295,228,7685 110 | 2020-06-30,947,20,235,15242,248,7920 111 | 2020-07-01,1272,7,145,16514,255,8065 112 | 2020-07-02,1502,19,271,18016,274,8336 113 | 2020-07-03,1694,21,471,19710,295,8807 114 | 2020-07-04,1839,42,439,21549,337,9246 115 | 2020-07-05,1925,37,603,23474,374,9849 116 | 2020-07-06,1843,30,680,25317,404,10529 117 | 2020-07-07,1498,15,571,26815,419,11100 118 | 2020-07-08,2062,54,778,28877,473,11878 119 | 2020-07-09,2228,17,957,31105,490,12835 120 | 2020-07-10,2313,57,1003,33418,547,13838 121 | 2020-07-11,2798,70,880,36216,617,14718 122 | 2020-07-12,2627,71,693,38843,688,15411 123 | 2020-07-13,2738,73,838,41581,761,16249 124 | 2020-07-14,2496,87,1142,44077,848,17391 125 | 2020-07-15,3176,87,1076,47253,935,18467 126 | 2020-07-16,4169,104,1263,51422,1039,19730 127 | 2020-07-17,3693,115,1028,55115,1154,20758 128 | 2020-07-18,4537,93,1018,59652,1247,21776 129 | 2020-07-19,4120,91,1290,63772,1338,23066 130 | 2020-07-20,3648,72,730,67420,1410,23796 131 | 2020-07-21,3649,61,1664,71069,1471,25460 132 | 2020-07-22,4764,55,1780,75833,1526,27240 133 | 2020-07-23,5030,97,2071,80863,1623,29311 134 | 2020-07-24,5007,110,2037,85870,1733,31348 135 | 2020-07-25,5072,72,2403,90942,1805,33751 136 | 2020-07-26,5199,82,2088,96141,1887,35839 137 | 2020-07-27,5324,75,1847,101465,1962,37686 138 | 2020-07-28,5536,102,2819,107001,2064,40505 139 | 2020-07-29,5503,90,2397,112504,2154,42902 140 | 2020-07-30,6128,83,3793,118632,2237,46695 141 | 2020-07-31,5483,84,3094,124115,2321,49789 142 | 2020-08-01,5172,98,3860,129287,2419,53649 143 | 2020-08-02,5532,84,4077,134819,2503,57726 144 | 2020-08-03,4752,98,4775,139571,2601,62501 145 | 2020-08-04,6259,110,6772,145830,2711,69273 146 | 2020-08-05,5619,100,5407,151449,2811,74680 147 | 2020-08-06,6805,93,5602,158254,2904,80282 148 | 2020-08-07,6670,100,3951,164924,3004,84233 149 | 2020-08-08,7178,93,5006,172102,3097,89239 150 | 2020-08-09,5985,107,4670,178087,3204,93909 151 | 2020-08-10,4267,114,5218,182354,3318,99127 152 | 2020-08-11,6257,86,6473,188611,3404,105600 153 | 2020-08-12,7883,113,7034,196494,3517,112634 154 | 2020-08-13,6706,103,8609,203200,3620,121243 155 | 2020-08-14,7908,104,6940,211108,3724,128183 156 | 2020-08-15,8818,114,6629,219926,3838,134812 157 | 2020-08-16,7040,116,6680,226966,3954,141492 158 | 2020-08-17,6317,115,7071,233283,4069,148563 159 | 2020-08-18,7665,139,8387,240948,4208,156950 160 | 2020-08-19,8642,126,7201,249590,4334,164151 161 | 2020-08-20,7385,102,6231,256975,4436,170382 162 | 2020-08-21,7571,93,6561,264546,4529,176943 163 | 2020-08-22,7330,93,7626,271876,4622,184569 164 | 2020-08-23,5938,68,4996,277814,4690,189565 165 | 2020-08-24,5851,127,8061,283665,4817,197626 166 | 2020-08-25,8161,148,6814,291826,4965,204440 167 | 2020-08-26,8580,133,7249,300406,5098,211689 168 | 2020-08-27,9386,141,7866,309792,5239,219555 169 | 2020-08-28,8960,136,7464,318752,5375,227019 170 | 2020-08-29,8324,115,8110,327076,5490,235129 171 | 2020-08-30,8852,106,7101,335928,5596,242230 172 | 2020-08-31,6495,113,7238,342423,5709,249468 173 | 2020-09-01,9058,0,5159,351481,5709,254627 174 | 2020-09-02,9860,0,6287,361341,5709,260914 175 | 2020-09-03,8865,0,7122,370206,5709,268036 176 | 2020-09-04,9280,0,6161,379486,5709,274197 177 | 2020-09-05,9746,0,9102,389232,5709,283299 178 | 2020-09-06,9319,95,9575,398551,5804,292874 179 | 2020-09-07,5773,141,7897,404324,5945,300771 180 | 2020-09-08,7866,146,7803,412190,6091,308574 181 | 2020-09-09,9540,128,6860,421730,6219,315434 182 | 2020-09-10,9217,129,7021,430947,6348,322455 183 | 2020-09-11,9464,130,12545,440411,6478,335000 184 | 2020-09-12,9140,94,9557,449551,6572,344557 185 | 2020-09-13,9894,104,8402,459445,6676,352959 186 | 2020-09-14,8244,119,8865,467689,6795,361824 187 | 2020-09-15,7576,97,7406,475265,6892,369230 188 | 2020-09-16,9725,55,6580,484990,6947,375810 189 | 2020-09-17,9366,93,7268,494356,7040,383078 190 | 2020-09-18,8626,179,10949,502982,7219,394027 191 | 2020-09-19,8364,114,10815,511346,7333,404842 192 | 2020-09-20,8191,101,8611,519537,7434,413453 193 | 2020-09-21,7339,122,9925,526876,7556,423378 194 | 2020-09-22,6974,83,9073,533850,7639,432451 195 | 2020-09-23,6997,38,5460,540847,7677,437911 196 | -------------------------------------------------------------------------------- /data/input/Cases_KL.csv: -------------------------------------------------------------------------------- 1 | Date,Confirmed,Deceased,Recovered,Total_Confirmed,Total_Deceased,Total_Recovered 2 | 2020-03-14,19,0,3,19,0,3 3 | 2020-03-15,5,0,0,24,0,3 4 | 2020-03-16,3,0,0,27,0,3 5 | 2020-03-17,0,0,0,27,0,3 6 | 2020-03-18,0,0,0,27,0,3 7 | 2020-03-19,1,0,0,28,0,3 8 | 2020-03-20,12,0,0,40,0,3 9 | 2020-03-21,12,0,0,52,0,3 10 | 2020-03-22,15,0,0,67,0,3 11 | 2020-03-23,28,0,0,95,0,3 12 | 2020-03-24,14,0,1,109,0,4 13 | 2020-03-25,9,0,0,118,0,4 14 | 2020-03-26,19,0,7,137,0,11 15 | 2020-03-27,39,0,0,176,0,11 16 | 2020-03-28,6,1,1,182,1,12 17 | 2020-03-29,20,0,4,202,1,16 18 | 2020-03-30,32,0,4,234,1,20 19 | 2020-03-31,7,1,4,241,2,24 20 | 2020-04-01,24,0,2,265,2,26 21 | 2020-04-02,21,0,2,286,2,28 22 | 2020-04-03,9,0,14,295,2,42 23 | 2020-04-04,11,0,8,306,2,50 24 | 2020-04-05,8,0,6,314,2,56 25 | 2020-04-06,13,0,3,327,2,59 26 | 2020-04-07,9,0,12,336,2,71 27 | 2020-04-08,9,0,13,345,2,84 28 | 2020-04-09,12,0,13,357,2,97 29 | 2020-04-10,7,0,27,364,2,124 30 | 2020-04-11,10,1,19,374,3,143 31 | 2020-04-12,2,0,36,376,3,179 32 | 2020-04-13,3,0,19,379,3,198 33 | 2020-04-14,8,0,13,387,3,211 34 | 2020-04-15,1,0,7,388,3,218 35 | 2020-04-16,7,0,27,395,3,245 36 | 2020-04-17,1,0,10,396,3,255 37 | 2020-04-18,4,0,2,400,3,257 38 | 2020-04-19,2,0,13,402,3,270 39 | 2020-04-20,6,0,21,408,3,291 40 | 2020-04-21,19,0,16,427,3,307 41 | 2020-04-22,11,0,1,438,3,308 42 | 2020-04-23,10,0,8,448,3,316 43 | 2020-04-24,3,1,15,451,4,331 44 | 2020-04-25,7,0,7,458,4,338 45 | 2020-04-26,11,0,4,469,4,342 46 | 2020-04-27,13,0,13,482,4,355 47 | 2020-04-28,4,0,4,486,4,359 48 | 2020-04-29,10,0,10,496,4,369 49 | 2020-04-30,2,0,14,498,4,383 50 | 2020-05-01,0,0,9,498,4,392 51 | 2020-05-02,2,0,8,500,4,400 52 | 2020-05-03,0,0,1,500,4,401 53 | 2020-05-04,0,0,61,500,4,462 54 | 2020-05-05,3,0,0,503,4,462 55 | 2020-05-06,0,0,7,503,4,469 56 | 2020-05-07,0,0,5,503,4,474 57 | 2020-05-08,1,0,10,504,4,484 58 | 2020-05-09,2,0,1,506,4,485 59 | 2020-05-10,7,0,4,513,4,489 60 | 2020-05-11,7,0,0,520,4,489 61 | 2020-05-12,5,0,0,525,4,489 62 | 2020-05-13,10,0,1,535,4,490 63 | 2020-05-14,26,0,3,561,4,493 64 | 2020-05-15,16,0,0,577,4,493 65 | 2020-05-16,11,0,4,588,4,497 66 | 2020-05-17,14,0,0,602,4,497 67 | 2020-05-18,29,0,0,631,4,497 68 | 2020-05-19,12,0,0,643,4,497 69 | 2020-05-20,24,0,5,667,4,502 70 | 2020-05-21,24,0,8,691,4,510 71 | 2020-05-22,42,1,2,733,5,512 72 | 2020-05-23,62,0,3,795,5,515 73 | 2020-05-24,53,1,5,848,6,520 74 | 2020-05-25,49,0,12,897,6,532 75 | 2020-05-26,67,1,10,964,7,542 76 | 2020-05-27,40,0,10,1004,7,552 77 | 2020-05-28,85,1,3,1089,8,555 78 | 2020-05-29,62,1,10,1151,9,565 79 | 2020-05-30,58,1,10,1209,10,575 80 | 2020-05-31,61,0,15,1270,10,590 81 | 2020-06-01,57,1,18,1327,11,608 82 | 2020-06-02,86,1,19,1413,12,627 83 | 2020-06-03,82,0,24,1495,12,651 84 | 2020-06-04,94,3,39,1589,15,690 85 | 2020-06-05,111,0,22,1700,15,712 86 | 2020-06-06,108,1,50,1808,16,762 87 | 2020-06-07,107,0,41,1915,16,803 88 | 2020-06-08,91,1,11,2006,17,814 89 | 2020-06-09,91,0,34,2097,17,848 90 | 2020-06-10,65,1,57,2162,18,905 91 | 2020-06-11,83,1,62,2245,19,967 92 | 2020-06-12,78,1,32,2323,20,999 93 | 2020-06-13,85,0,46,2408,20,1045 94 | 2020-06-14,54,0,56,2462,20,1101 95 | 2020-06-15,82,1,73,2544,21,1174 96 | 2020-06-16,79,0,60,2623,21,1234 97 | 2020-06-17,75,0,90,2698,21,1324 98 | 2020-06-18,97,1,89,2795,22,1413 99 | 2020-06-19,118,0,96,2913,22,1509 100 | 2020-06-20,127,0,57,3040,22,1566 101 | 2020-06-21,133,0,93,3173,22,1659 102 | 2020-06-22,138,0,88,3311,22,1747 103 | 2020-06-23,141,1,60,3452,23,1807 104 | 2020-06-24,152,0,81,3604,23,1888 105 | 2020-06-25,123,0,53,3727,23,1941 106 | 2020-06-26,150,0,65,3877,23,2006 107 | 2020-06-27,195,0,102,4072,23,2108 108 | 2020-06-28,118,0,42,4190,23,2150 109 | 2020-06-29,122,1,79,4312,24,2229 110 | 2020-06-30,131,1,75,4443,25,2304 111 | 2020-07-01,151,1,132,4594,26,2436 112 | 2020-07-02,160,0,202,4754,26,2638 113 | 2020-07-03,211,0,201,4965,26,2839 114 | 2020-07-04,240,0,209,5205,26,3048 115 | 2020-07-05,225,0,126,5430,26,3174 116 | 2020-07-06,193,2,167,5623,28,3341 117 | 2020-07-07,272,0,111,5895,28,3452 118 | 2020-07-08,301,0,107,6196,28,3559 119 | 2020-07-09,339,0,149,6535,28,3708 120 | 2020-07-10,416,0,112,6951,28,3820 121 | 2020-07-11,488,2,143,7439,30,3963 122 | 2020-07-12,435,2,132,7874,32,4095 123 | 2020-07-13,449,2,162,8323,34,4257 124 | 2020-07-14,608,1,181,8931,35,4438 125 | 2020-07-15,623,1,196,9554,36,4634 126 | 2020-07-16,722,2,228,10276,38,4862 127 | 2020-07-17,791,1,132,11067,39,4994 128 | 2020-07-18,593,2,204,11660,41,5198 129 | 2020-07-19,821,2,172,12481,43,5370 130 | 2020-07-20,794,1,245,13275,44,5615 131 | 2020-07-21,720,1,274,13995,45,5889 132 | 2020-07-22,1038,1,272,15033,46,6161 133 | 2020-07-23,1078,5,432,16111,51,6593 134 | 2020-07-24,885,4,968,16996,55,7561 135 | 2020-07-25,1103,5,1049,18099,60,8610 136 | 2020-07-26,927,2,689,19026,62,9299 137 | 2020-07-27,702,2,745,19728,64,10044 138 | 2020-07-28,1167,4,679,20895,68,10723 139 | 2020-07-29,903,1,641,21798,69,11364 140 | 2020-07-30,506,2,794,22304,71,12158 141 | 2020-07-31,1310,3,864,23614,74,13022 142 | 2020-08-01,1129,8,752,24743,82,13774 143 | 2020-08-02,1169,1,688,25912,83,14462 144 | 2020-08-03,961,2,815,26873,85,15277 145 | 2020-08-04,1083,3,1021,27956,88,16298 146 | 2020-08-05,1195,7,1234,29151,95,17532 147 | 2020-08-06,1298,3,800,30449,98,18332 148 | 2020-08-07,1251,5,814,31700,103,19146 149 | 2020-08-08,1420,4,1715,33120,107,20861 150 | 2020-08-09,1211,2,970,34331,109,21831 151 | 2020-08-10,1184,7,784,35515,116,22615 152 | 2020-08-11,1417,5,1426,36932,121,24041 153 | 2020-08-12,1212,6,880,38144,127,24921 154 | 2020-08-13,1564,3,766,39708,130,25687 155 | 2020-08-14,1569,10,1304,41277,140,26991 156 | 2020-08-15,1608,7,803,42885,147,27794 157 | 2020-08-16,1530,10,1099,44415,157,28893 158 | 2020-08-17,1725,13,1131,46140,170,30024 159 | 2020-08-18,1758,6,1365,47898,176,31389 160 | 2020-08-19,2333,7,1217,50231,183,32606 161 | 2020-08-20,1968,9,1217,52199,192,33823 162 | 2020-08-21,1983,12,1419,54182,204,35242 163 | 2020-08-22,2172,15,1292,56354,219,36534 164 | 2020-08-23,1908,5,1110,58262,224,37644 165 | 2020-08-24,1242,11,1238,59504,235,38882 166 | 2020-08-25,2375,10,1456,61879,245,40338 167 | 2020-08-26,2476,13,1351,64355,258,41689 168 | 2020-08-27,2406,10,2067,66761,268,43756 169 | 2020-08-28,2543,7,2097,69304,275,45853 170 | 2020-08-29,2397,6,2225,71701,281,48078 171 | 2020-08-30,2154,7,1766,73855,288,49844 172 | 2020-08-31,1530,7,1693,75385,295,51537 173 | 2020-09-01,1140,4,2111,76525,299,53648 174 | 2020-09-02,1547,7,2129,78072,306,55777 175 | 2020-09-03,1553,10,1950,79625,316,57727 176 | 2020-09-04,2479,11,2716,82104,327,60443 177 | 2020-09-05,2655,11,2111,84759,338,62554 178 | 2020-09-06,3082,10,2196,87841,348,64750 179 | 2020-09-07,1648,12,2246,89489,360,66996 180 | 2020-09-08,3026,13,1862,92515,373,68858 181 | 2020-09-09,3402,12,2058,95917,385,70916 182 | 2020-09-10,3349,12,1657,99266,397,72573 183 | 2020-09-11,2988,14,1326,102254,411,73899 184 | 2020-09-12,2885,15,1944,105139,426,75843 185 | 2020-09-13,3139,14,1855,108278,440,77698 186 | 2020-09-14,2540,15,2110,110818,455,79808 187 | 2020-09-15,3216,11,2532,114034,466,82340 188 | 2020-09-16,3830,14,2263,117864,480,84603 189 | 2020-09-17,4351,10,2737,122215,490,87340 190 | 2020-09-18,4167,12,2744,126382,502,90084 191 | 2020-09-19,4644,18,2862,131026,520,92946 192 | 2020-09-20,4696,16,2751,135722,536,95697 193 | 2020-09-21,2910,18,3022,138632,554,98719 194 | 2020-09-22,4125,19,3007,142757,573,101726 195 | 2020-09-23,5376,20,2951,148133,593,104677 196 | -------------------------------------------------------------------------------- /data/input/Cases_MH.csv: -------------------------------------------------------------------------------- 1 | Date,Confirmed,Deceased,Recovered,Total_Confirmed,Total_Deceased,Total_Recovered 2 | 2020-03-14,14,0,0,14,0,0 3 | 2020-03-15,18,0,0,32,0,0 4 | 2020-03-16,6,0,0,38,0,0 5 | 2020-03-17,3,1,0,41,1,0 6 | 2020-03-18,3,0,0,44,1,0 7 | 2020-03-19,4,0,0,48,1,0 8 | 2020-03-20,4,0,0,52,1,0 9 | 2020-03-21,12,0,0,64,1,0 10 | 2020-03-22,10,1,0,74,2,0 11 | 2020-03-23,23,0,0,97,2,0 12 | 2020-03-24,10,0,0,107,2,0 13 | 2020-03-25,15,0,1,122,2,1 14 | 2020-03-26,3,1,0,125,3,1 15 | 2020-03-27,31,1,18,156,4,19 16 | 2020-03-28,30,2,6,186,6,25 17 | 2020-03-29,17,1,0,203,7,25 18 | 2020-03-30,17,2,14,220,9,39 19 | 2020-03-31,82,1,0,302,10,39 20 | 2020-04-01,33,3,0,335,13,39 21 | 2020-04-02,88,8,3,423,21,42 22 | 2020-04-03,64,5,8,487,26,50 23 | 2020-04-04,148,6,2,635,32,52 24 | 2020-04-05,112,13,4,747,45,56 25 | 2020-04-06,121,7,14,868,52,70 26 | 2020-04-07,150,12,9,1018,64,79 27 | 2020-04-08,117,8,38,1135,72,117 28 | 2020-04-09,229,25,8,1364,97,125 29 | 2020-04-10,210,12,63,1574,109,188 30 | 2020-04-11,187,17,20,1761,126,208 31 | 2020-04-12,221,22,9,1982,148,217 32 | 2020-04-13,352,11,12,2334,159,229 33 | 2020-04-14,346,18,30,2680,177,259 34 | 2020-04-15,236,9,36,2916,186,295 35 | 2020-04-16,285,7,5,3201,193,300 36 | 2020-04-17,120,7,31,3321,200,331 37 | 2020-04-18,327,10,34,3648,210,365 38 | 2020-04-19,552,12,142,4200,222,507 39 | 2020-04-20,466,9,65,4666,231,572 40 | 2020-04-21,552,19,150,5218,250,722 41 | 2020-04-22,431,18,67,5649,268,789 42 | 2020-04-23,778,14,51,6427,282,840 43 | 2020-04-24,390,18,117,6817,300,957 44 | 2020-04-25,811,22,119,7628,322,1076 45 | 2020-04-26,440,19,112,8068,341,1188 46 | 2020-04-27,522,27,94,8590,368,1282 47 | 2020-04-28,728,31,106,9318,399,1388 48 | 2020-04-29,597,32,205,9915,431,1593 49 | 2020-04-30,583,27,180,10498,458,1773 50 | 2020-05-01,1008,26,106,11506,484,1879 51 | 2020-05-02,790,36,121,12296,520,2000 52 | 2020-05-03,678,27,115,12974,547,2115 53 | 2020-05-04,1567,35,350,14541,582,2465 54 | 2020-05-05,984,34,354,15525,616,2819 55 | 2020-05-06,1233,34,275,16758,650,3094 56 | 2020-05-07,1216,43,207,17974,693,3301 57 | 2020-05-08,1089,37,169,19063,730,3470 58 | 2020-05-09,1165,48,330,20228,778,3800 59 | 2020-05-10,1943,53,399,22171,831,4199 60 | 2020-05-11,1230,36,587,23401,867,4786 61 | 2020-05-12,1026,53,339,24427,920,5125 62 | 2020-05-13,1495,54,422,25922,974,5547 63 | 2020-05-14,1602,44,542,27524,1018,6089 64 | 2020-05-15,1576,49,475,29100,1067,6564 65 | 2020-05-16,1606,67,524,30706,1134,7088 66 | 2020-05-17,2347,63,600,33053,1197,7688 67 | 2020-05-18,2005,51,749,35058,1248,8437 68 | 2020-05-19,2078,76,1202,37136,1324,9639 69 | 2020-05-20,2161,65,679,39297,1389,10318 70 | 2020-05-21,2345,64,1408,41642,1453,11726 71 | 2020-05-22,2940,63,857,44582,1516,12583 72 | 2020-05-23,2608,60,821,47190,1576,13404 73 | 2020-05-24,3041,58,1196,50231,1634,14600 74 | 2020-05-25,2436,60,1186,52667,1694,15786 75 | 2020-05-26,2091,97,1168,54758,1791,16954 76 | 2020-05-27,2190,105,964,56948,1896,17918 77 | 2020-05-28,2598,85,698,59546,1981,18616 78 | 2020-05-29,2682,116,8381,62228,2097,26997 79 | 2020-05-30,2940,99,1084,65168,2196,28081 80 | 2020-05-31,2487,89,1248,67655,2285,29329 81 | 2020-06-01,2358,76,779,70013,2361,30108 82 | 2020-06-02,2287,103,1225,72300,2464,31333 83 | 2020-06-03,2560,122,996,74860,2586,32329 84 | 2020-06-04,2933,123,1352,77793,2709,33681 85 | 2020-06-05,2436,139,1466,80229,2848,35147 86 | 2020-06-06,2739,120,2243,82968,2968,37390 87 | 2020-06-07,3007,91,1924,85975,3059,39314 88 | 2020-06-08,2554,109,1661,88529,3168,40975 89 | 2020-06-09,2258,120,1664,90787,3288,42639 90 | 2020-06-10,3254,149,1877,94041,3437,44516 91 | 2020-06-11,3607,152,1562,97648,3589,46078 92 | 2020-06-12,3493,127,1718,101141,3716,47796 93 | 2020-06-13,3427,113,1550,104568,3829,49346 94 | 2020-06-14,3390,120,1632,107958,3949,50978 95 | 2020-06-15,2786,178,5071,110744,4127,56049 96 | 2020-06-16,2701,1409,1802,113445,5536,57851 97 | 2020-06-17,3307,114,1315,116752,5650,59166 98 | 2020-06-18,3752,100,1672,120504,5750,60838 99 | 2020-06-19,3827,142,1935,124331,5892,62773 100 | 2020-06-20,3874,91,1380,128205,5983,64153 101 | 2020-06-21,3870,186,1591,132075,6169,65744 102 | 2020-06-22,3721,113,1962,135796,6282,67706 103 | 2020-06-23,3214,248,1925,139010,6530,69631 104 | 2020-06-24,3889,208,4161,142899,6738,73792 105 | 2020-06-25,4842,192,3661,147741,6930,77453 106 | 2020-06-26,5024,175,2362,152765,7105,79815 107 | 2020-06-27,6368,167,4430,159133,7272,84245 108 | 2020-06-28,5493,156,2330,164626,7428,86575 109 | 2020-06-29,5257,181,2385,169883,7609,88960 110 | 2020-06-30,4878,245,1951,174761,7854,90911 111 | 2020-07-01,5537,198,2243,180298,8052,93154 112 | 2020-07-02,6328,125,8018,186626,8177,101172 113 | 2020-07-03,6364,198,3515,192990,8375,104687 114 | 2020-07-04,7074,295,3395,200064,8670,108082 115 | 2020-07-05,6555,151,3658,206619,8821,111740 116 | 2020-07-06,5368,204,3522,211987,9025,115262 117 | 2020-07-07,5134,224,3296,217121,9249,118558 118 | 2020-07-08,6603,198,4634,223724,9447,123192 119 | 2020-07-09,6875,219,4067,230599,9666,127259 120 | 2020-07-10,7862,226,5366,238461,9892,132625 121 | 2020-07-11,8139,223,4360,246600,10115,136985 122 | 2020-07-12,7827,173,3340,254427,10288,140325 123 | 2020-07-13,6497,193,4182,260924,10481,144507 124 | 2020-07-14,6741,213,4500,267665,10694,149007 125 | 2020-07-15,7975,233,3606,275640,10927,152613 126 | 2020-07-16,8641,266,5527,284281,11193,158140 127 | 2020-07-17,8308,258,2217,292589,11451,160357 128 | 2020-07-18,8348,144,5306,300937,11595,165663 129 | 2020-07-19,9518,258,3906,310455,11853,169569 130 | 2020-07-20,8240,176,5460,318695,12029,175029 131 | 2020-07-21,8336,246,7188,327031,12275,182217 132 | 2020-07-22,10576,280,5552,337607,12555,187769 133 | 2020-07-23,9895,298,6484,347502,12853,194253 134 | 2020-07-24,9615,278,5714,357117,13131,199967 135 | 2020-07-25,9251,257,7227,366368,13388,207194 136 | 2020-07-26,9431,267,6044,375799,13655,213238 137 | 2020-07-27,7924,227,8706,383723,13882,221944 138 | 2020-07-28,7717,282,10333,391440,14164,232277 139 | 2020-07-29,9211,298,7478,400651,14462,239755 140 | 2020-07-30,11147,266,8860,411798,14728,248615 141 | 2020-07-31,10320,265,7543,422118,14993,256158 142 | 2020-08-01,9601,322,10725,431719,15315,266883 143 | 2020-08-02,9509,260,9926,441228,15575,276809 144 | 2020-08-03,8968,266,10221,450196,15841,287030 145 | 2020-08-04,7760,300,12326,457956,16141,299356 146 | 2020-08-05,10309,334,6165,468265,16475,305521 147 | 2020-08-06,11514,316,10854,479779,16791,316375 148 | 2020-08-07,10483,300,10906,490262,17091,327281 149 | 2020-08-08,12822,275,11081,503084,17366,338362 150 | 2020-08-09,12248,390,13348,515332,17756,351710 151 | 2020-08-10,9181,293,6711,524513,18049,358421 152 | 2020-08-11,11088,256,10014,535601,18305,368435 153 | 2020-08-12,12712,344,13408,548313,18649,381843 154 | 2020-08-13,11813,413,9115,560126,19062,390958 155 | 2020-08-14,12608,364,10484,572734,19426,401442 156 | 2020-08-15,12020,322,6844,584754,19748,408286 157 | 2020-08-16,11111,288,8837,595865,20036,417123 158 | 2020-08-17,8493,228,11391,604358,20264,428514 159 | 2020-08-18,11119,422,9356,615477,20686,437870 160 | 2020-08-19,13165,346,9011,628642,21032,446881 161 | 2020-08-20,14647,326,12243,643289,21358,459124 162 | 2020-08-21,14161,339,11749,657450,21697,470873 163 | 2020-08-22,14492,297,9241,671942,21994,480114 164 | 2020-08-23,10441,258,8157,682383,22252,488271 165 | 2020-08-24,11015,212,14219,693398,22464,502490 166 | 2020-08-25,10425,329,12300,703823,22793,514790 167 | 2020-08-26,14888,295,7637,718711,23088,522427 168 | 2020-08-27,14857,355,9136,733568,23443,531563 169 | 2020-08-28,14427,331,11607,747995,23774,543170 170 | 2020-08-29,16286,328,11541,764281,24102,554711 171 | 2020-08-30,16408,296,7690,780689,24398,562401 172 | 2020-08-31,11852,184,11158,792541,24582,573559 173 | 2020-09-01,15765,320,10978,808306,24902,584537 174 | 2020-09-02,17433,292,13959,825739,25194,598496 175 | 2020-09-03,18105,391,13988,843844,25585,612484 176 | 2020-09-04,19218,378,13289,863062,25963,625773 177 | 2020-09-05,20800,312,10801,883862,26275,636574 178 | 2020-09-06,23350,328,7826,907212,26603,644400 179 | 2020-09-07,16429,423,14922,923641,27026,659322 180 | 2020-09-08,20131,380,13234,943772,27406,672556 181 | 2020-09-09,23577,380,13906,967349,27786,686462 182 | 2020-09-10,23446,495,14253,990795,28281,700715 183 | 2020-09-11,24886,442,14308,1015681,28723,715023 184 | 2020-09-12,22084,391,13489,1037765,29114,728512 185 | 2020-09-13,22543,416,11549,1060308,29530,740061 186 | 2020-09-14,17066,363,15789,1077374,29893,755850 187 | 2020-09-15,20482,515,19423,1097856,30408,775273 188 | 2020-09-16,23365,474,17559,1121221,30882,792832 189 | 2020-09-17,24619,468,19522,1145840,31350,812354 190 | 2020-09-18,21656,440,22078,1167496,31790,834432 191 | 2020-09-19,20519,425,23501,1188015,32215,857933 192 | 2020-09-20,20627,455,26408,1208642,32670,884341 193 | 2020-09-21,15738,344,32007,1224380,33014,916348 194 | 2020-09-22,18390,392,20206,1242770,33406,936554 195 | 2020-09-23,21029,479,19476,1263799,33885,956030 196 | -------------------------------------------------------------------------------- /data/input/Cases_WB.csv: -------------------------------------------------------------------------------- 1 | Date,Confirmed,Deceased,Recovered,Total_Confirmed,Total_Deceased,Total_Recovered 2 | 2020-03-14,0,0,0,0,0,0 3 | 2020-03-15,0,0,0,0,0,0 4 | 2020-03-16,0,0,0,0,0,0 5 | 2020-03-17,1,0,0,1,0,0 6 | 2020-03-18,0,0,0,1,0,0 7 | 2020-03-19,0,0,0,1,0,0 8 | 2020-03-20,1,0,0,2,0,0 9 | 2020-03-21,2,0,0,4,0,0 10 | 2020-03-22,3,0,0,7,0,0 11 | 2020-03-23,0,1,0,7,1,0 12 | 2020-03-24,2,0,0,9,1,0 13 | 2020-03-25,0,0,0,9,1,0 14 | 2020-03-26,1,0,0,10,1,0 15 | 2020-03-27,5,0,0,15,1,0 16 | 2020-03-28,3,0,0,18,1,0 17 | 2020-03-29,3,0,0,21,1,0 18 | 2020-03-30,1,1,0,22,2,0 19 | 2020-03-31,15,1,3,37,3,3 20 | 2020-04-01,0,0,0,37,3,3 21 | 2020-04-02,16,0,0,53,3,3 22 | 2020-04-03,0,0,0,53,3,3 23 | 2020-04-04,0,0,0,53,3,3 24 | 2020-04-05,27,0,7,80,3,10 25 | 2020-04-06,0,0,0,80,3,10 26 | 2020-04-07,11,0,3,91,3,13 27 | 2020-04-08,8,2,0,99,5,13 28 | 2020-04-09,4,0,3,103,5,16 29 | 2020-04-10,13,0,0,116,5,16 30 | 2020-04-11,10,0,0,126,5,16 31 | 2020-04-12,8,2,3,134,7,19 32 | 2020-04-13,18,0,10,152,7,29 33 | 2020-04-14,38,0,7,190,7,36 34 | 2020-04-15,23,0,1,213,7,37 35 | 2020-04-16,18,3,5,231,10,42 36 | 2020-04-17,24,0,9,255,10,51 37 | 2020-04-18,32,2,4,287,12,55 38 | 2020-04-19,23,0,7,310,12,62 39 | 2020-04-20,29,0,4,339,12,66 40 | 2020-04-21,53,3,7,392,15,73 41 | 2020-04-22,31,0,0,423,15,73 42 | 2020-04-23,33,0,6,456,15,79 43 | 2020-04-24,58,3,24,514,18,103 44 | 2020-04-25,57,0,0,571,18,103 45 | 2020-04-26,40,2,2,611,20,105 46 | 2020-04-27,38,0,0,649,20,105 47 | 2020-04-28,48,2,4,697,22,109 48 | 2020-04-29,28,0,10,725,22,119 49 | 2020-04-30,33,11,5,758,33,124 50 | 2020-05-01,37,8,15,795,41,139 51 | 2020-05-02,127,7,12,922,48,151 52 | 2020-05-03,276,74,-19,1198,122,132 53 | 2020-05-04,61,11,86,1259,133,218 54 | 2020-05-05,85,7,46,1344,140,264 55 | 2020-05-06,112,4,1,1456,144,265 56 | 2020-05-07,92,7,31,1548,151,296 57 | 2020-05-08,130,9,27,1678,160,323 58 | 2020-05-09,108,11,49,1786,171,372 59 | 2020-05-10,153,14,45,1939,185,417 60 | 2020-05-11,124,5,82,2063,190,499 61 | 2020-05-12,110,8,113,2173,198,612 62 | 2020-05-13,117,9,90,2290,207,702 63 | 2020-05-14,87,8,66,2377,215,768 64 | 2020-05-15,84,10,61,2461,225,829 65 | 2020-05-16,115,7,63,2576,232,892 66 | 2020-05-17,101,6,67,2677,238,959 67 | 2020-05-18,147,6,47,2824,244,1006 68 | 2020-05-19,137,6,68,2961,250,1074 69 | 2020-05-20,142,3,62,3103,253,1136 70 | 2020-05-21,94,6,57,3197,259,1193 71 | 2020-05-22,135,6,28,3332,265,1221 72 | 2020-05-23,127,4,60,3459,269,1281 73 | 2020-05-24,208,3,58,3667,272,1339 74 | 2020-05-25,149,6,75,3816,278,1414 75 | 2020-05-26,193,5,72,4009,283,1486 76 | 2020-05-27,183,6,92,4192,289,1578 77 | 2020-05-28,344,6,90,4536,295,1668 78 | 2020-05-29,277,7,107,4813,302,1775 79 | 2020-05-30,317,7,195,5130,309,1970 80 | 2020-05-31,371,8,187,5501,317,2157 81 | 2020-06-01,271,8,149,5772,325,2306 82 | 2020-06-02,396,10,104,6168,335,2410 83 | 2020-06-03,340,10,170,6508,345,2580 84 | 2020-06-04,368,10,188,6876,355,2768 85 | 2020-06-05,427,11,144,7303,366,2912 86 | 2020-06-06,435,17,207,7738,383,3119 87 | 2020-06-07,449,13,184,8187,396,3303 88 | 2020-06-08,426,9,162,8613,405,3465 89 | 2020-06-09,372,10,155,8985,415,3620 90 | 2020-06-10,343,17,159,9328,432,3779 91 | 2020-06-11,440,10,209,9768,442,3988 92 | 2020-06-12,476,9,218,10244,451,4206 93 | 2020-06-13,454,12,336,10698,463,4542 94 | 2020-06-14,389,12,518,11087,475,5060 95 | 2020-06-15,407,10,434,11494,485,5494 96 | 2020-06-16,415,10,534,11909,495,6028 97 | 2020-06-17,391,11,505,12300,506,6533 98 | 2020-06-18,435,12,468,12735,518,7001 99 | 2020-06-19,355,11,302,13090,529,7303 100 | 2020-06-20,441,11,562,13531,540,7865 101 | 2020-06-21,414,15,432,13945,555,8297 102 | 2020-06-22,413,14,390,14358,569,8687 103 | 2020-06-23,370,11,531,14728,580,9218 104 | 2020-06-24,445,11,484,15173,591,9702 105 | 2020-06-25,475,15,488,15648,606,10190 106 | 2020-06-26,542,10,345,16190,616,10535 107 | 2020-06-27,521,13,254,16711,629,10789 108 | 2020-06-28,572,10,404,17283,639,11193 109 | 2020-06-29,624,14,526,17907,653,11719 110 | 2020-06-30,652,15,411,18559,668,12130 111 | 2020-07-01,611,15,398,19170,683,12528 112 | 2020-07-02,649,16,509,19819,699,13037 113 | 2020-07-03,669,18,534,20488,717,13571 114 | 2020-07-04,743,19,595,21231,736,14166 115 | 2020-07-05,895,21,545,22126,757,14711 116 | 2020-07-06,861,22,524,22987,779,15235 117 | 2020-07-07,850,25,555,23837,804,15790 118 | 2020-07-08,986,23,501,24823,827,16291 119 | 2020-07-09,1088,27,535,25911,854,16826 120 | 2020-07-10,1198,26,522,27109,880,17348 121 | 2020-07-11,1344,26,611,28453,906,17959 122 | 2020-07-12,1560,26,622,30013,932,18581 123 | 2020-07-13,1435,24,632,31448,956,19213 124 | 2020-07-14,1390,24,718,32838,980,19931 125 | 2020-07-15,1589,20,749,34427,1000,20680 126 | 2020-07-16,1690,23,735,36117,1023,21415 127 | 2020-07-17,1894,26,838,38011,1049,22253 128 | 2020-07-18,2198,27,1286,40209,1076,23539 129 | 2020-07-19,2278,36,1344,42487,1112,24883 130 | 2020-07-20,2282,35,1535,44769,1147,26418 131 | 2020-07-21,2261,35,1617,47030,1182,28035 132 | 2020-07-22,2291,39,1615,49321,1221,29650 133 | 2020-07-23,2436,34,2006,51757,1255,31656 134 | 2020-07-24,2216,35,1873,53973,1290,33529 135 | 2020-07-25,2404,42,2125,56377,1332,35654 136 | 2020-07-26,2341,40,2097,58718,1372,37751 137 | 2020-07-27,2112,39,2166,60830,1411,39917 138 | 2020-07-28,2134,38,2105,62964,1449,42022 139 | 2020-07-29,2294,41,2094,65258,1490,44116 140 | 2020-07-30,2434,46,2140,67692,1536,46256 141 | 2020-07-31,2496,45,2118,70188,1581,48374 142 | 2020-08-01,2589,48,2143,72777,1629,50517 143 | 2020-08-02,2739,49,2213,75516,1678,52730 144 | 2020-08-03,2716,53,2088,78232,1731,54818 145 | 2020-08-04,2752,54,2066,80984,1785,56884 146 | 2020-08-05,2816,61,2078,83800,1846,58962 147 | 2020-08-06,2954,56,2061,86754,1902,61023 148 | 2020-08-07,2912,52,2037,89666,1954,63060 149 | 2020-08-08,2949,51,2064,92615,2005,65124 150 | 2020-08-09,2939,54,1996,95554,2059,67120 151 | 2020-08-10,2905,41,3208,98459,2100,70328 152 | 2020-08-11,2931,49,3067,101390,2149,73395 153 | 2020-08-12,2936,54,2725,104326,2203,76120 154 | 2020-08-13,2997,56,2497,107323,2259,78617 155 | 2020-08-14,3035,60,2572,110358,2319,81189 156 | 2020-08-15,3074,58,2647,113432,2377,83836 157 | 2020-08-16,3066,51,2935,116498,2428,86771 158 | 2020-08-17,3080,45,2932,119578,2473,89703 159 | 2020-08-18,3175,55,2987,122753,2528,92690 160 | 2020-08-19,3169,53,2973,125922,2581,95663 161 | 2020-08-20,3197,53,3126,129119,2634,98789 162 | 2020-08-21,3245,55,3082,132364,2689,101871 163 | 2020-08-22,3232,48,3088,135596,2737,104959 164 | 2020-08-23,3274,57,3048,138870,2794,108007 165 | 2020-08-24,2967,57,3285,141837,2851,111292 166 | 2020-08-25,2964,58,3251,144801,2909,114543 167 | 2020-08-26,2974,55,3314,147775,2964,117857 168 | 2020-08-27,2997,53,3189,150772,3017,121046 169 | 2020-08-28,2982,56,3286,153754,3073,124332 170 | 2020-08-29,3012,53,3312,156766,3126,127644 171 | 2020-08-30,3019,50,3308,159785,3176,130952 172 | 2020-08-31,2993,52,3318,162778,3228,134270 173 | 2020-09-01,2943,55,3346,165721,3283,137616 174 | 2020-09-02,2976,56,3297,168697,3339,140913 175 | 2020-09-03,2984,55,3335,171681,3394,144248 176 | 2020-09-04,2978,58,3305,174659,3452,147553 177 | 2020-09-05,3042,58,3248,177701,3510,150801 178 | 2020-09-06,3087,52,3207,180788,3562,154008 179 | 2020-09-07,3077,58,3021,183865,3620,157029 180 | 2020-09-08,3091,57,2996,186956,3677,160025 181 | 2020-09-09,3107,53,2967,190063,3730,162992 182 | 2020-09-10,3112,41,3035,193175,3771,166027 183 | 2020-09-11,3157,57,3016,196332,3828,169043 184 | 2020-09-12,3161,59,3042,199493,3887,172085 185 | 2020-09-13,3215,58,3054,202708,3945,175139 186 | 2020-09-14,3211,58,3084,205919,4003,178223 187 | 2020-09-15,3227,59,2919,209146,4062,181142 188 | 2020-09-16,3237,61,2971,212383,4123,184113 189 | 2020-09-17,3197,60,2948,215580,4183,187061 190 | 2020-09-18,3192,59,2960,218772,4242,190021 191 | 2020-09-19,3188,56,2993,221960,4298,193014 192 | 2020-09-20,3177,61,2958,225137,4359,195972 193 | 2020-09-21,3165,62,3011,228302,4421,198983 194 | 2020-09-22,3182,62,3047,231484,4483,202030 195 | 2020-09-23,3189,61,2998,234673,4544,205028 196 | 2020-09-24,3196,62,3014,237869,4606,208042 197 | 2020-09-25,3190,59,2978,241059,4665,211020 198 | 2020-09-26,3181,56,2955,244240,4721,213975 199 | 2020-09-27,3185,60,2946,247425,4781,216921 200 | 2020-09-28,3155,56,2923,250580,4837,219844 201 | 2020-09-29,3188,62,2961,253768,4899,222805 202 | 2020-09-30,3281,59,2954,257049,4958,225759 203 | 2020-10-01,3275,59,2996,260324,5017,228755 204 | 2020-10-02,3310,53,2944,263634,5070,231699 205 | 2020-10-03,3340,62,3013,266974,5132,234712 206 | 2020-10-04,3357,62,2986,270331,5194,237698 207 | 2020-10-05,3348,61,3009,273679,5255,240707 208 | 2020-10-06,3370,63,3036,277049,5318,243743 209 | 2020-10-07,3455,58,3024,280504,5376,246767 210 | 2020-10-08,3526,63,2970,284030,5439,249737 211 | 2020-10-09,3573,62,3069,287603,5501,252806 212 | 2020-10-10,3591,62,3032,291194,5563,255838 213 | 2020-10-11,3612,59,3110,294806,5622,258948 214 | 2020-10-12,3583,60,3155,298389,5682,262103 215 | 2020-10-13,3631,62,3185,302020,5744,265288 216 | 2020-10-14,3677,64,3096,305697,5808,268384 217 | 2020-10-15,3720,62,3179,309417,5870,271563 218 | 2020-10-16,3771,61,3194,313188,5931,274757 219 | 2020-10-17,3865,61,3183,317053,5992,277940 220 | 2020-10-18,3983,64,3113,321036,6056,281053 221 | 2020-10-19,3992,63,3272,325028,6119,284325 222 | 2020-10-20,4029,61,3382,329057,6180,287707 223 | 2020-10-21,4069,64,3596,333126,6244,291303 224 | 2020-10-22,4157,64,3608,337283,6308,294911 225 | 2020-10-23,4143,60,3676,341426,6368,298587 226 | 2020-10-24,4148,59,3753,345574,6427,302340 227 | 2020-10-25,4127,60,3857,349701,6487,306197 228 | 2020-10-26,4121,59,3889,353822,6546,310086 229 | 2020-10-27,3957,58,3917,357779,6604,314003 230 | 2020-10-28,3924,60,3925,361703,6664,317928 231 | 2020-10-29,3989,61,3945,365692,6725,321873 232 | -------------------------------------------------------------------------------- /data/input/countries/.DS_Store: -------------------------------------------------------------------------------- https://raw.githubusercontent.com/aws-samples/covid19-simulation/ce569ca7a4eb05c9b379d86847ddcfffd92b6a93/data/input/countries/.DS_Store -------------------------------------------------------------------------------- /data/input/countries/.ipynb_checkpoints/Cases_Spain-checkpoint.csv: -------------------------------------------------------------------------------- 1 | Date,Country,Confirmed,Recovered,Deceased,Total_Confirmed,Total_Recovered,Total_Deceased 2 | 2020-01-23,Spain,0,0,0,0,0,0 3 | 2020-01-24,Spain,0,0,0,0,0,0 4 | 2020-01-25,Spain,0,0,0,0,0,0 5 | 2020-01-26,Spain,0,0,0,0,0,0 6 | 2020-01-27,Spain,0,0,0,0,0,0 7 | 2020-01-28,Spain,0,0,0,0,0,0 8 | 2020-01-29,Spain,0,0,0,0,0,0 9 | 2020-01-30,Spain,0,0,0,0,0,0 10 | 2020-01-31,Spain,0,0,0,0,0,0 11 | 2020-02-01,Spain,1,0,0,1,0,0 12 | 2020-02-02,Spain,0,0,0,1,0,0 13 | 2020-02-03,Spain,0,0,0,1,0,0 14 | 2020-02-04,Spain,0,0,0,1,0,0 15 | 2020-02-05,Spain,0,0,0,1,0,0 16 | 2020-02-06,Spain,0,0,0,1,0,0 17 | 2020-02-07,Spain,0,0,0,1,0,0 18 | 2020-02-08,Spain,0,0,0,1,0,0 19 | 2020-02-09,Spain,1,0,0,2,0,0 20 | 2020-02-10,Spain,0,0,0,2,0,0 21 | 2020-02-11,Spain,0,0,0,2,0,0 22 | 2020-02-12,Spain,0,0,0,2,0,0 23 | 2020-02-13,Spain,0,0,0,2,0,0 24 | 2020-02-14,Spain,0,0,0,2,0,0 25 | 2020-02-15,Spain,0,2,0,2,2,0 26 | 2020-02-16,Spain,0,0,0,2,2,0 27 | 2020-02-17,Spain,0,0,0,2,2,0 28 | 2020-02-18,Spain,0,0,0,2,2,0 29 | 2020-02-19,Spain,0,0,0,2,2,0 30 | 2020-02-20,Spain,0,0,0,2,2,0 31 | 2020-02-21,Spain,0,0,0,2,2,0 32 | 2020-02-22,Spain,0,0,0,2,2,0 33 | 2020-02-23,Spain,0,0,0,2,2,0 34 | 2020-02-24,Spain,0,0,0,2,2,0 35 | 2020-02-25,Spain,4,0,0,6,2,0 36 | 2020-02-26,Spain,7,0,0,13,2,0 37 | 2020-02-27,Spain,2,0,0,15,2,0 38 | 2020-02-28,Spain,17,0,0,32,2,0 39 | 2020-02-29,Spain,13,0,0,45,2,0 40 | 2020-03-01,Spain,39,0,0,84,2,0 41 | 2020-03-02,Spain,36,0,0,120,2,0 42 | 2020-03-03,Spain,45,0,1,165,2,1 43 | 2020-03-04,Spain,57,0,1,222,2,2 44 | 2020-03-05,Spain,37,0,1,259,2,3 45 | 2020-03-06,Spain,141,0,2,400,2,5 46 | 2020-03-07,Spain,100,28,5,500,30,10 47 | 2020-03-08,Spain,173,0,7,673,30,17 48 | 2020-03-09,Spain,400,2,11,1073,32,28 49 | 2020-03-10,Spain,622,0,7,1695,32,35 50 | 2020-03-11,Spain,582,151,19,2277,183,54 51 | 2020-03-12,Spain,0,0,1,2277,183,55 52 | 2020-03-13,Spain,2955,10,78,5232,193,133 53 | 2020-03-14,Spain,1159,324,62,6391,517,195 54 | 2020-03-15,Spain,1407,0,94,7798,517,289 55 | 2020-03-16,Spain,2144,13,53,9942,530,342 56 | 2020-03-17,Spain,1806,498,191,11748,1028,533 57 | 2020-03-18,Spain,2162,53,90,13910,1081,623 58 | 2020-03-19,Spain,4053,26,207,17963,1107,830 59 | 2020-03-20,Spain,2447,481,213,20410,1588,1043 60 | 2020-03-21,Spain,4964,537,332,25374,2125,1375 61 | 2020-03-22,Spain,3394,450,397,28768,2575,1772 62 | 2020-03-23,Spain,6368,0,539,35136,2575,2311 63 | 2020-03-24,Spain,4749,1219,497,39885,3794,2808 64 | 2020-03-25,Spain,9630,1573,839,49515,5367,3647 65 | 2020-03-26,Spain,8271,1648,718,57786,7015,4365 66 | 2020-03-27,Spain,7933,2342,773,65719,9357,5138 67 | 2020-03-28,Spain,7516,2928,844,73235,12285,5982 68 | 2020-03-29,Spain,6875,2424,821,80110,14709,6803 69 | 2020-03-30,Spain,7846,2071,913,87956,16780,7716 70 | 2020-03-31,Spain,7967,2479,748,95923,19259,8464 71 | 2020-04-01,Spain,8195,3388,923,104118,22647,9387 72 | 2020-04-02,Spain,7947,4096,961,112065,26743,10348 73 | 2020-04-03,Spain,7134,3770,850,119199,30513,11198 74 | 2020-04-04,Spain,6969,3706,749,126168,34219,11947 75 | 2020-04-05,Spain,5478,3861,694,131646,38080,12641 76 | 2020-04-06,Spain,5029,2357,700,136675,40437,13341 77 | 2020-04-07,Spain,5267,2771,704,141942,43208,14045 78 | 2020-04-08,Spain,6278,4813,747,148220,48021,14792 79 | 2020-04-09,Spain,5002,4144,655,153222,52165,15447 80 | 2020-04-10,Spain,5051,3503,634,158273,55668,16081 81 | 2020-04-11,Spain,4754,3441,525,163027,59109,16606 82 | 2020-04-12,Spain,3804,3282,603,166831,62391,17209 83 | 2020-04-13,Spain,3268,2336,547,170099,64727,17756 84 | 2020-04-14,Spain,2442,2777,300,172541,67504,18056 85 | 2020-04-15,Spain,5103,3349,652,177644,70853,18708 86 | 2020-04-16,Spain,7304,3944,607,184948,74797,19315 87 | 2020-04-17,Spain,5891,0,687,190839,74797,20002 88 | 2020-04-18,Spain,887,0,41,191726,74797,20043 89 | 2020-04-19,Spain,6948,2560,410,198674,77357,20453 90 | 2020-04-20,Spain,1536,3230,399,200210,80587,20852 91 | 2020-04-21,Spain,3968,1927,430,204178,82514,21282 92 | 2020-04-22,Spain,4211,3401,435,208389,85915,21717 93 | 2020-04-23,Spain,4635,3335,440,213024,89250,22157 94 | 2020-04-24,Spain,-10034,3105,367,202990,92355,22524 95 | 2020-04-25,Spain,2915,3353,378,205905,95708,22902 96 | 2020-04-26,Spain,1729,2664,288,207634,98372,23190 97 | 2020-04-27,Spain,1831,2503,331,209465,100875,23521 98 | 2020-04-28,Spain,1308,1673,301,210773,102548,23822 99 | 2020-04-29,Spain,2144,6399,453,212917,108947,24275 100 | 2020-04-30,Spain,518,3103,268,213435,112050,24543 101 | 2020-05-01,Spain,1781,0,0,215216,112050,24543 102 | 2020-05-02,Spain,1366,5198,557,216582,117248,25100 103 | 2020-05-03,Spain,884,1654,164,217466,118902,25264 104 | 2020-05-04,Spain,545,2441,164,218011,121343,25428 105 | 2020-05-05,Spain,1318,2143,185,219329,123486,25613 106 | 2020-05-06,Spain,996,2516,244,220325,126002,25857 107 | 2020-05-07,Spain,1122,2509,213,221447,128511,26070 108 | 2020-05-08,Spain,1410,2637,229,222857,131148,26299 109 | 2020-05-09,Spain,721,2804,179,223578,133952,26478 110 | 2020-05-10,Spain,772,2214,143,224350,136166,26621 111 | 2020-05-11,Spain,3086,973,123,227436,137139,26744 112 | 2020-05-12,Spain,594,1841,176,228030,138980,26920 113 | 2020-05-13,Spain,661,1843,184,228691,140823,27104 114 | 2020-05-14,Spain,849,2551,217,229540,143374,27321 115 | 2020-05-15,Spain,643,1409,138,230183,144783,27459 116 | 2020-05-16,Spain,515,1663,104,230698,146446,27563 117 | 2020-05-17,Spain,0,0,0,230698,146446,27563 118 | 2020-05-18,Spain,908,3930,146,231606,150376,27709 119 | 2020-05-19,Spain,431,0,69,232037,150376,27778 120 | 2020-05-20,Spain,518,0,110,232555,150376,27888 121 | 2020-05-21,Spain,482,0,52,233037,150376,27940 122 | 2020-05-22,Spain,1787,0,688,234824,150376,28628 123 | 2020-05-23,Spain,466,0,50,235290,150376,28678 124 | 2020-05-24,Spain,482,0,74,235772,150376,28752 125 | 2020-05-25,Spain,-372,0,-1918,235400,150376,26834 126 | 2020-05-26,Spain,859,0,283,236259,150376,27117 127 | 2020-05-27,Spain,0,0,0,236259,150376,27117 128 | 2020-05-28,Spain,1647,0,2,237906,150376,27119 129 | 2020-05-29,Spain,658,0,2,238564,150376,27121 130 | 2020-05-30,Spain,664,0,4,239228,150376,27125 131 | 2020-05-31,Spain,251,0,2,239479,150376,27127 132 | 2020-06-01,Spain,159,0,0,239638,150376,27127 133 | 2020-06-02,Spain,294,0,0,239932,150376,27127 134 | 2020-06-03,Spain,394,0,1,240326,150376,27128 135 | 2020-06-04,Spain,334,0,5,240660,150376,27133 136 | 2020-06-05,Spain,318,0,1,240978,150376,27134 137 | 2020-06-06,Spain,332,0,1,241310,150376,27135 138 | 2020-06-07,Spain,240,0,1,241550,150376,27136 139 | 2020-06-08,Spain,167,0,0,241717,150376,27136 140 | 2020-06-09,Spain,249,0,0,241966,150376,27136 141 | 2020-06-10,Spain,314,0,0,242280,150376,27136 142 | 2020-06-11,Spain,427,0,0,242707,150376,27136 143 | 2020-06-12,Spain,502,0,0,243209,150376,27136 144 | 2020-06-13,Spain,396,0,0,243605,150376,27136 145 | 2020-06-14,Spain,323,0,0,243928,150376,27136 146 | 2020-06-15,Spain,181,0,0,244109,150376,27136 147 | 2020-06-16,Spain,219,0,0,244328,150376,27136 148 | 2020-06-17,Spain,355,0,0,244683,150376,27136 149 | 2020-06-18,Spain,585,0,0,245268,150376,27136 150 | 2020-06-19,Spain,307,0,1179,245575,150376,28315 151 | 2020-06-20,Spain,363,0,7,245938,150376,28322 152 | 2020-06-21,Spain,334,0,1,246272,150376,28323 153 | 2020-06-22,Spain,232,0,1,246504,150376,28324 154 | 2020-06-23,Spain,248,0,1,246752,150376,28325 155 | 2020-06-24,Spain,334,0,2,247086,150376,28327 156 | 2020-06-25,Spain,400,0,3,247486,150376,28330 157 | 2020-06-26,Spain,419,0,8,247905,150376,28338 158 | 2020-06-27,Spain,564,0,3,248469,150376,28341 159 | 2020-06-28,Spain,301,0,2,248770,150376,28343 160 | 2020-06-29,Spain,200,0,3,248970,150376,28346 161 | 2020-06-30,Spain,301,0,9,249271,150376,28355 162 | 2020-07-01,Spain,388,0,9,249659,150376,28364 163 | 2020-07-02,Spain,444,0,4,250103,150376,28368 164 | 2020-07-03,Spain,442,0,17,250545,150376,28385 165 | 2020-07-04,Spain,0,0,0,250545,150376,28385 166 | 2020-07-05,Spain,0,0,0,250545,150376,28385 167 | 2020-07-06,Spain,1244,0,3,251789,150376,28388 168 | 2020-07-07,Spain,341,0,4,252130,150376,28392 169 | 2020-07-08,Spain,383,0,4,252513,150376,28396 170 | -------------------------------------------------------------------------------- /data/input/countries/Cases_Burma.csv: -------------------------------------------------------------------------------- 1 | Date,Country,Confirmed,Recovered,Deceased,Total_Confirmed,Total_Recovered,Total_Deceased 2 | 2020-01-23,Burma,0,0,0,0,0,0 3 | 2020-01-24,Burma,0,0,0,0,0,0 4 | 2020-01-25,Burma,0,0,0,0,0,0 5 | 2020-01-26,Burma,0,0,0,0,0,0 6 | 2020-01-27,Burma,0,0,0,0,0,0 7 | 2020-01-28,Burma,0,0,0,0,0,0 8 | 2020-01-29,Burma,0,0,0,0,0,0 9 | 2020-01-30,Burma,0,0,0,0,0,0 10 | 2020-01-31,Burma,0,0,0,0,0,0 11 | 2020-02-01,Burma,0,0,0,0,0,0 12 | 2020-02-02,Burma,0,0,0,0,0,0 13 | 2020-02-03,Burma,0,0,0,0,0,0 14 | 2020-02-04,Burma,0,0,0,0,0,0 15 | 2020-02-05,Burma,0,0,0,0,0,0 16 | 2020-02-06,Burma,0,0,0,0,0,0 17 | 2020-02-07,Burma,0,0,0,0,0,0 18 | 2020-02-08,Burma,0,0,0,0,0,0 19 | 2020-02-09,Burma,0,0,0,0,0,0 20 | 2020-02-10,Burma,0,0,0,0,0,0 21 | 2020-02-11,Burma,0,0,0,0,0,0 22 | 2020-02-12,Burma,0,0,0,0,0,0 23 | 2020-02-13,Burma,0,0,0,0,0,0 24 | 2020-02-14,Burma,0,0,0,0,0,0 25 | 2020-02-15,Burma,0,0,0,0,0,0 26 | 2020-02-16,Burma,0,0,0,0,0,0 27 | 2020-02-17,Burma,0,0,0,0,0,0 28 | 2020-02-18,Burma,0,0,0,0,0,0 29 | 2020-02-19,Burma,0,0,0,0,0,0 30 | 2020-02-20,Burma,0,0,0,0,0,0 31 | 2020-02-21,Burma,0,0,0,0,0,0 32 | 2020-02-22,Burma,0,0,0,0,0,0 33 | 2020-02-23,Burma,0,0,0,0,0,0 34 | 2020-02-24,Burma,0,0,0,0,0,0 35 | 2020-02-25,Burma,0,0,0,0,0,0 36 | 2020-02-26,Burma,0,0,0,0,0,0 37 | 2020-02-27,Burma,0,0,0,0,0,0 38 | 2020-02-28,Burma,0,0,0,0,0,0 39 | 2020-02-29,Burma,0,0,0,0,0,0 40 | 2020-03-01,Burma,0,0,0,0,0,0 41 | 2020-03-02,Burma,0,0,0,0,0,0 42 | 2020-03-03,Burma,0,0,0,0,0,0 43 | 2020-03-04,Burma,0,0,0,0,0,0 44 | 2020-03-05,Burma,0,0,0,0,0,0 45 | 2020-03-06,Burma,0,0,0,0,0,0 46 | 2020-03-07,Burma,0,0,0,0,0,0 47 | 2020-03-08,Burma,0,0,0,0,0,0 48 | 2020-03-09,Burma,0,0,0,0,0,0 49 | 2020-03-10,Burma,0,0,0,0,0,0 50 | 2020-03-11,Burma,0,0,0,0,0,0 51 | 2020-03-12,Burma,0,0,0,0,0,0 52 | 2020-03-13,Burma,0,0,0,0,0,0 53 | 2020-03-14,Burma,0,0,0,0,0,0 54 | 2020-03-15,Burma,0,0,0,0,0,0 55 | 2020-03-16,Burma,0,0,0,0,0,0 56 | 2020-03-17,Burma,0,0,0,0,0,0 57 | 2020-03-18,Burma,0,0,0,0,0,0 58 | 2020-03-19,Burma,0,0,0,0,0,0 59 | 2020-03-20,Burma,0,0,0,0,0,0 60 | 2020-03-21,Burma,0,0,0,0,0,0 61 | 2020-03-22,Burma,0,0,0,0,0,0 62 | 2020-03-23,Burma,0,0,0,0,0,0 63 | 2020-03-24,Burma,0,0,0,0,0,0 64 | 2020-03-25,Burma,0,0,0,0,0,0 65 | 2020-03-26,Burma,0,0,0,0,0,0 66 | 2020-03-27,Burma,8,0,0,8,0,0 67 | 2020-03-28,Burma,0,0,0,8,0,0 68 | 2020-03-29,Burma,2,0,0,10,0,0 69 | 2020-03-30,Burma,4,0,0,14,0,0 70 | 2020-03-31,Burma,1,0,1,15,0,1 71 | 2020-04-01,Burma,0,0,0,15,0,1 72 | 2020-04-02,Burma,5,0,0,20,0,1 73 | 2020-04-03,Burma,0,0,0,20,0,1 74 | 2020-04-04,Burma,1,0,0,21,0,1 75 | 2020-04-05,Burma,0,0,0,21,0,1 76 | 2020-04-06,Burma,1,0,0,22,0,1 77 | 2020-04-07,Burma,0,0,0,22,0,1 78 | 2020-04-08,Burma,0,0,2,22,0,3 79 | 2020-04-09,Burma,1,2,0,23,2,3 80 | 2020-04-10,Burma,4,0,0,27,2,3 81 | 2020-04-11,Burma,11,0,0,38,2,3 82 | 2020-04-12,Burma,3,0,1,41,2,4 83 | 2020-04-13,Burma,21,0,0,62,2,4 84 | 2020-04-14,Burma,1,0,0,63,2,4 85 | 2020-04-15,Burma,11,0,0,74,2,4 86 | 2020-04-16,Burma,11,0,0,85,2,4 87 | 2020-04-17,Burma,3,3,0,88,5,4 88 | 2020-04-18,Burma,10,0,1,98,5,5 89 | 2020-04-19,Burma,13,2,0,111,7,5 90 | 2020-04-20,Burma,8,0,0,119,7,5 91 | 2020-04-21,Burma,2,0,0,121,7,5 92 | 2020-04-22,Burma,2,0,0,123,7,5 93 | 2020-04-23,Burma,16,2,0,139,9,5 94 | 2020-04-24,Burma,5,0,0,144,9,5 95 | 2020-04-25,Burma,2,1,0,146,10,5 96 | 2020-04-26,Burma,0,0,0,146,10,5 97 | 2020-04-27,Burma,0,6,0,146,16,5 98 | 2020-04-28,Burma,4,0,0,150,16,5 99 | 2020-04-29,Burma,0,11,1,150,27,6 100 | 2020-04-30,Burma,1,0,0,151,27,6 101 | 2020-05-01,Burma,0,4,0,151,31,6 102 | 2020-05-02,Burma,0,6,0,151,37,6 103 | 2020-05-03,Burma,4,6,0,155,43,6 104 | 2020-05-04,Burma,6,6,0,161,49,6 105 | 2020-05-05,Burma,0,0,0,161,49,6 106 | 2020-05-06,Burma,0,1,0,161,50,6 107 | 2020-05-07,Burma,15,12,0,176,62,6 108 | 2020-05-08,Burma,1,5,0,177,67,6 109 | 2020-05-09,Burma,1,1,0,178,68,6 110 | 2020-05-10,Burma,2,4,0,180,72,6 111 | 2020-05-11,Burma,0,2,0,180,74,6 112 | 2020-05-12,Burma,0,2,0,180,76,6 113 | 2020-05-13,Burma,1,3,0,181,79,6 114 | 2020-05-14,Burma,0,5,0,181,84,6 115 | 2020-05-15,Burma,1,5,0,182,89,6 116 | 2020-05-16,Burma,0,7,0,182,96,6 117 | 2020-05-17,Burma,2,1,0,184,97,6 118 | 2020-05-18,Burma,7,4,0,191,101,6 119 | 2020-05-19,Burma,2,3,0,193,104,6 120 | 2020-05-20,Burma,6,4,0,199,108,6 121 | 2020-05-21,Burma,0,0,0,199,108,6 122 | 2020-05-22,Burma,0,8,0,199,116,6 123 | 2020-05-23,Burma,2,4,0,201,120,6 124 | 2020-05-24,Burma,0,2,0,201,122,6 125 | 2020-05-25,Burma,2,1,0,203,123,6 126 | 2020-05-26,Burma,3,1,0,206,124,6 127 | 2020-05-27,Burma,0,2,0,206,126,6 128 | 2020-05-28,Burma,0,0,0,206,126,6 129 | 2020-05-29,Burma,1,4,0,207,130,6 130 | 2020-05-30,Burma,17,0,0,224,130,6 131 | 2020-05-31,Burma,0,8,0,224,138,6 132 | 2020-06-01,Burma,4,0,0,228,138,6 133 | 2020-06-02,Burma,4,5,0,232,143,6 134 | 2020-06-03,Burma,1,2,0,233,145,6 135 | 2020-06-04,Burma,3,3,0,236,148,6 136 | 2020-06-05,Burma,0,3,0,236,151,6 137 | 2020-06-06,Burma,4,5,0,240,156,6 138 | 2020-06-07,Burma,2,0,0,242,156,6 139 | 2020-06-08,Burma,2,3,0,244,159,6 140 | 2020-06-09,Burma,2,0,0,246,159,6 141 | 2020-06-10,Burma,2,6,0,248,165,6 142 | 2020-06-11,Burma,12,0,0,260,165,6 143 | 2020-06-12,Burma,1,0,0,261,165,6 144 | 2020-06-13,Burma,0,2,0,261,167,6 145 | 2020-06-14,Burma,0,0,0,261,167,6 146 | 2020-06-15,Burma,1,8,0,262,175,6 147 | 2020-06-16,Burma,0,4,0,262,179,6 148 | 2020-06-17,Burma,0,6,0,262,185,6 149 | 2020-06-18,Burma,24,2,0,286,187,6 150 | 2020-06-19,Burma,0,5,0,286,192,6 151 | 2020-06-20,Burma,1,4,0,287,196,6 152 | 2020-06-21,Burma,3,4,0,290,200,6 153 | 2020-06-22,Burma,1,0,0,291,200,6 154 | 2020-06-23,Burma,1,4,0,292,204,6 155 | 2020-06-24,Burma,1,4,0,293,208,6 156 | 2020-06-25,Burma,0,3,0,293,211,6 157 | 2020-06-26,Burma,0,4,0,293,215,6 158 | 2020-06-27,Burma,3,1,0,296,216,6 159 | 2020-06-28,Burma,3,2,0,299,218,6 160 | 2020-06-29,Burma,0,3,0,299,221,6 161 | 2020-06-30,Burma,0,1,0,299,222,6 162 | 2020-07-01,Burma,4,0,0,303,222,6 163 | 2020-07-02,Burma,1,1,0,304,223,6 164 | 2020-07-03,Burma,2,14,0,306,237,6 165 | 2020-07-04,Burma,7,3,0,313,240,6 166 | 2020-07-05,Burma,0,1,0,313,241,6 167 | 2020-07-06,Burma,3,4,0,316,245,6 168 | 2020-07-07,Burma,0,0,0,316,245,6 169 | 2020-07-08,Burma,1,5,0,317,250,6 170 | 2020-07-09,Burma,4,4,0,321,254,6 171 | 2020-07-10,Burma,5,2,0,326,256,6 172 | 2020-07-11,Burma,4,4,0,330,260,6 173 | 2020-07-12,Burma,1,1,0,331,261,6 174 | 2020-07-13,Burma,5,0,0,336,261,6 175 | 2020-07-14,Burma,1,0,0,337,261,6 176 | 2020-07-15,Burma,0,5,0,337,266,6 177 | 2020-07-16,Burma,2,4,0,339,270,6 178 | 2020-07-17,Burma,0,1,0,339,271,6 179 | 2020-07-18,Burma,1,2,0,340,273,6 180 | 2020-07-19,Burma,1,3,0,341,276,6 181 | 2020-07-20,Burma,0,2,0,341,278,6 182 | 2020-07-21,Burma,0,2,0,341,280,6 183 | 2020-07-22,Burma,2,0,0,343,280,6 184 | 2020-07-23,Burma,0,0,0,343,280,6 185 | 2020-07-24,Burma,3,6,0,346,286,6 186 | 2020-07-25,Burma,2,2,0,348,288,6 187 | 2020-07-26,Burma,2,2,0,350,290,6 188 | 2020-07-27,Burma,0,2,0,350,292,6 189 | 2020-07-28,Burma,1,1,0,351,293,6 190 | 2020-07-29,Burma,0,1,0,351,294,6 191 | 2020-07-30,Burma,2,1,0,353,295,6 192 | 2020-07-31,Burma,0,1,0,353,296,6 193 | 2020-08-01,Burma,0,1,0,353,297,6 194 | 2020-08-02,Burma,0,1,0,353,298,6 195 | 2020-08-03,Burma,2,4,0,355,302,6 196 | 2020-08-04,Burma,1,0,0,356,302,6 197 | 2020-08-05,Burma,1,3,0,357,305,6 198 | 2020-08-06,Burma,0,3,0,357,308,6 199 | 2020-08-07,Burma,2,1,0,359,309,6 200 | 2020-08-08,Burma,0,2,0,359,311,6 201 | 2020-08-09,Burma,1,1,0,360,312,6 202 | 2020-08-10,Burma,0,0,0,360,312,6 203 | 2020-08-11,Burma,0,1,0,360,313,6 204 | 2020-08-12,Burma,1,5,0,361,318,6 205 | 2020-08-13,Burma,8,3,0,369,321,6 206 | 2020-08-14,Burma,5,1,0,374,322,6 207 | 2020-08-15,Burma,0,2,0,374,324,6 208 | 2020-08-16,Burma,1,5,0,375,329,6 209 | 2020-08-17,Burma,1,2,0,376,331,6 210 | 2020-08-18,Burma,0,0,0,376,331,6 211 | 2020-08-19,Burma,18,2,0,394,333,6 212 | 2020-08-20,Burma,5,0,0,399,333,6 213 | 2020-08-21,Burma,36,4,0,435,337,6 214 | 2020-08-22,Burma,6,1,0,441,338,6 215 | 2020-08-23,Burma,9,3,0,450,341,6 216 | 2020-08-24,Burma,24,0,0,474,341,6 217 | 2020-08-25,Burma,30,0,0,504,341,6 218 | 2020-08-26,Burma,76,4,0,580,345,6 219 | 2020-08-27,Burma,22,4,0,602,349,6 220 | 2020-08-28,Burma,41,0,0,643,349,6 221 | 2020-08-29,Burma,106,2,0,749,351,6 222 | 2020-08-30,Burma,26,1,0,775,352,6 223 | 2020-08-31,Burma,107,2,0,882,354,6 224 | 2020-09-01,Burma,37,3,0,919,357,6 225 | 2020-09-02,Burma,76,1,0,995,358,6 226 | 2020-09-03,Burma,116,1,0,1111,359,6 227 | 2020-09-04,Burma,60,0,1,1171,359,7 228 | 2020-09-05,Burma,148,12,1,1319,371,8 229 | 2020-09-06,Burma,100,14,0,1419,385,8 230 | 2020-09-07,Burma,99,3,0,1518,388,8 231 | 2020-09-08,Burma,289,72,4,1807,460,12 232 | 2020-09-09,Burma,202,93,2,2009,553,14 233 | 2020-09-10,Burma,141,72,0,2150,625,14 234 | 2020-09-11,Burma,272,0,0,2422,625,14 235 | 2020-09-12,Burma,374,51,2,2796,676,16 236 | 2020-09-13,Burma,219,23,8,3015,699,24 237 | 2020-09-14,Burma,180,91,8,3195,790,32 238 | 2020-09-15,Burma,441,42,7,3636,832,39 239 | 2020-09-16,Burma,258,76,7,3894,908,46 240 | 2020-09-17,Burma,405,36,15,4299,944,61 241 | 2020-09-18,Burma,322,186,14,4621,1130,75 242 | 2020-09-19,Burma,642,58,6,5263,1188,81 243 | 2020-09-20,Burma,542,72,13,5805,1260,94 244 | 2020-09-21,Burma,666,185,6,6471,1445,100 245 | 2020-09-22,Burma,488,506,16,6959,1951,116 246 | 2020-09-23,Burma,868,134,17,7827,2085,133 247 | 2020-09-24,Burma,688,296,22,8515,2381,155 248 | 2020-09-25,Burma,597,0,19,9112,2381,174 249 | 2020-09-26,Burma,879,300,24,9991,2681,198 250 | 2020-09-27,Burma,743,181,28,10734,2862,226 251 | 2020-09-28,Burma,897,211,30,11631,3073,256 252 | 2020-09-29,Burma,794,318,28,12425,3391,284 253 | 2020-09-30,Burma,948,364,26,13373,3755,310 254 | 2020-10-01,Burma,1010,401,11,14383,4156,321 255 | 2020-10-02,Burma,1142,222,32,15525,4378,353 256 | 2020-10-03,Burma,978,417,18,16503,4795,371 257 | 2020-10-04,Burma,1291,400,41,17794,5195,412 258 | 2020-10-05,Burma,987,353,32,18781,5548,444 259 | 2020-10-06,Burma,1252,234,27,20033,5782,471 260 | 2020-10-07,Burma,1400,302,39,21433,6084,510 261 | 2020-10-08,Burma,1012,282,25,22445,6366,535 262 | 2020-10-09,Burma,1461,372,31,23906,6738,566 263 | 2020-10-10,Burma,2158,312,32,26064,7050,598 264 | 2020-10-11,Burma,1910,2692,48,27974,9742,646 265 | 2020-10-12,Burma,1340,518,18,29314,10260,664 266 | 2020-10-13,Burma,1123,1509,29,30437,11769,693 267 | 2020-10-14,Burma,888,2097,39,31325,13866,732 268 | 2020-10-15,Burma,1026,840,33,32351,14706,765 269 | 2020-10-16,Burma,1137,771,34,33488,15477,799 270 | 2020-10-17,Burma,1387,893,39,34875,16370,838 271 | 2020-10-18,Burma,1150,706,42,36025,17076,880 272 | 2020-10-19,Burma,1180,492,34,37205,17568,914 273 | 2020-10-20,Burma,1297,1306,31,38502,18874,945 274 | 2020-10-21,Burma,1194,-9,27,39696,18865,972 275 | 2020-10-22,Burma,1312,2279,33,41008,21144,1005 276 | 2020-10-23,Burma,1357,1301,33,42365,22445,1038 277 | 2020-10-24,Burma,1423,1263,28,43788,23708,1066 278 | 2020-10-25,Burma,986,1212,29,44774,24920,1095 279 | 2020-10-26,Burma,1426,1087,27,46200,26007,1122 280 | 2020-10-27,Burma,1466,1366,25,47666,27373,1147 281 | 2020-10-28,Burma,1406,1263,25,49072,28636,1172 282 | 2020-10-29,Burma,1331,1371,27,50403,30007,1199 283 | -------------------------------------------------------------------------------- /data/input/countries/Cases_Georgia.csv: -------------------------------------------------------------------------------- 1 | Date,Country,Confirmed,Recovered,Deceased,Total_Confirmed,Total_Recovered,Total_Deceased 2 | 2020-01-23,Georgia,0,0,0,0,0,0 3 | 2020-01-24,Georgia,0,0,0,0,0,0 4 | 2020-01-25,Georgia,0,0,0,0,0,0 5 | 2020-01-26,Georgia,0,0,0,0,0,0 6 | 2020-01-27,Georgia,0,0,0,0,0,0 7 | 2020-01-28,Georgia,0,0,0,0,0,0 8 | 2020-01-29,Georgia,0,0,0,0,0,0 9 | 2020-01-30,Georgia,0,0,0,0,0,0 10 | 2020-01-31,Georgia,0,0,0,0,0,0 11 | 2020-02-01,Georgia,0,0,0,0,0,0 12 | 2020-02-02,Georgia,0,0,0,0,0,0 13 | 2020-02-03,Georgia,0,0,0,0,0,0 14 | 2020-02-04,Georgia,0,0,0,0,0,0 15 | 2020-02-05,Georgia,0,0,0,0,0,0 16 | 2020-02-06,Georgia,0,0,0,0,0,0 17 | 2020-02-07,Georgia,0,0,0,0,0,0 18 | 2020-02-08,Georgia,0,0,0,0,0,0 19 | 2020-02-09,Georgia,0,0,0,0,0,0 20 | 2020-02-10,Georgia,0,0,0,0,0,0 21 | 2020-02-11,Georgia,0,0,0,0,0,0 22 | 2020-02-12,Georgia,0,0,0,0,0,0 23 | 2020-02-13,Georgia,0,0,0,0,0,0 24 | 2020-02-14,Georgia,0,0,0,0,0,0 25 | 2020-02-15,Georgia,0,0,0,0,0,0 26 | 2020-02-16,Georgia,0,0,0,0,0,0 27 | 2020-02-17,Georgia,0,0,0,0,0,0 28 | 2020-02-18,Georgia,0,0,0,0,0,0 29 | 2020-02-19,Georgia,0,0,0,0,0,0 30 | 2020-02-20,Georgia,0,0,0,0,0,0 31 | 2020-02-21,Georgia,0,0,0,0,0,0 32 | 2020-02-22,Georgia,0,0,0,0,0,0 33 | 2020-02-23,Georgia,0,0,0,0,0,0 34 | 2020-02-24,Georgia,0,0,0,0,0,0 35 | 2020-02-25,Georgia,0,0,0,0,0,0 36 | 2020-02-26,Georgia,1,0,0,1,0,0 37 | 2020-02-27,Georgia,0,0,0,1,0,0 38 | 2020-02-28,Georgia,0,0,0,1,0,0 39 | 2020-02-29,Georgia,0,0,0,1,0,0 40 | 2020-03-01,Georgia,2,0,0,3,0,0 41 | 2020-03-02,Georgia,0,0,0,3,0,0 42 | 2020-03-03,Georgia,0,0,0,3,0,0 43 | 2020-03-04,Georgia,0,0,0,3,0,0 44 | 2020-03-05,Georgia,1,0,0,4,0,0 45 | 2020-03-06,Georgia,0,0,0,4,0,0 46 | 2020-03-07,Georgia,0,0,0,4,0,0 47 | 2020-03-08,Georgia,9,0,0,13,0,0 48 | 2020-03-09,Georgia,2,0,0,15,0,0 49 | 2020-03-10,Georgia,0,0,0,15,0,0 50 | 2020-03-11,Georgia,9,0,0,24,0,0 51 | 2020-03-12,Georgia,0,0,0,24,0,0 52 | 2020-03-13,Georgia,1,0,0,25,0,0 53 | 2020-03-14,Georgia,5,0,0,30,0,0 54 | 2020-03-15,Georgia,3,0,0,33,0,0 55 | 2020-03-16,Georgia,0,1,0,33,1,0 56 | 2020-03-17,Georgia,1,0,0,34,1,0 57 | 2020-03-18,Georgia,4,0,0,38,1,0 58 | 2020-03-19,Georgia,2,0,0,40,1,0 59 | 2020-03-20,Georgia,3,0,0,43,1,0 60 | 2020-03-21,Georgia,6,0,0,49,1,0 61 | 2020-03-22,Georgia,5,2,0,54,3,0 62 | 2020-03-23,Georgia,7,0,0,61,3,0 63 | 2020-03-24,Georgia,9,6,0,70,9,0 64 | 2020-03-25,Georgia,5,1,0,75,10,0 65 | 2020-03-26,Georgia,4,1,0,79,11,0 66 | 2020-03-27,Georgia,4,3,0,83,14,0 67 | 2020-03-28,Georgia,7,0,0,90,14,0 68 | 2020-03-29,Georgia,1,4,0,91,18,0 69 | 2020-03-30,Georgia,12,2,0,103,20,0 70 | 2020-03-31,Georgia,7,1,0,110,21,0 71 | 2020-04-01,Georgia,7,2,0,117,23,0 72 | 2020-04-02,Georgia,17,3,0,134,26,0 73 | 2020-04-03,Georgia,21,2,0,155,28,0 74 | 2020-04-04,Georgia,7,8,1,162,36,1 75 | 2020-04-05,Georgia,12,0,1,174,36,2 76 | 2020-04-06,Georgia,14,3,0,188,39,2 77 | 2020-04-07,Georgia,8,7,1,196,46,3 78 | 2020-04-08,Georgia,15,4,0,211,50,3 79 | 2020-04-09,Georgia,7,1,0,218,51,3 80 | 2020-04-10,Georgia,16,3,0,234,54,3 81 | 2020-04-11,Georgia,8,6,0,242,60,3 82 | 2020-04-12,Georgia,15,7,0,257,67,3 83 | 2020-04-13,Georgia,15,1,0,272,68,3 84 | 2020-04-14,Georgia,28,1,0,300,69,3 85 | 2020-04-15,Georgia,6,2,0,306,71,3 86 | 2020-04-16,Georgia,42,5,0,348,76,3 87 | 2020-04-17,Georgia,22,3,0,370,79,3 88 | 2020-04-18,Georgia,18,7,1,388,86,4 89 | 2020-04-19,Georgia,6,7,0,394,93,4 90 | 2020-04-20,Georgia,8,2,0,402,95,4 91 | 2020-04-21,Georgia,6,2,0,408,97,4 92 | 2020-04-22,Georgia,8,10,1,416,107,5 93 | 2020-04-23,Georgia,9,4,0,425,111,5 94 | 2020-04-24,Georgia,19,21,0,444,132,5 95 | 2020-04-25,Georgia,12,7,0,456,139,5 96 | 2020-04-26,Georgia,30,10,1,486,149,6 97 | 2020-04-27,Georgia,11,7,0,497,156,6 98 | 2020-04-28,Georgia,14,12,0,511,168,6 99 | 2020-04-29,Georgia,6,10,0,517,178,6 100 | 2020-04-30,Georgia,22,6,0,539,184,6 101 | 2020-05-01,Georgia,27,23,1,566,207,7 102 | 2020-05-02,Georgia,16,0,1,582,207,8 103 | 2020-05-03,Georgia,7,16,1,589,223,9 104 | 2020-05-04,Georgia,4,0,0,593,223,9 105 | 2020-05-05,Georgia,11,17,0,604,240,9 106 | 2020-05-06,Georgia,6,29,0,610,269,9 107 | 2020-05-07,Georgia,5,6,0,615,275,9 108 | 2020-05-08,Georgia,8,13,1,623,288,10 109 | 2020-05-09,Georgia,3,9,0,626,297,10 110 | 2020-05-10,Georgia,9,12,0,635,309,10 111 | 2020-05-11,Georgia,3,8,1,638,317,11 112 | 2020-05-12,Georgia,4,32,0,642,349,11 113 | 2020-05-13,Georgia,5,23,0,647,372,11 114 | 2020-05-14,Georgia,20,11,1,667,383,12 115 | 2020-05-15,Georgia,4,10,0,671,393,12 116 | 2020-05-16,Georgia,12,26,0,683,419,12 117 | 2020-05-17,Georgia,12,6,0,695,425,12 118 | 2020-05-18,Georgia,6,7,0,701,432,12 119 | 2020-05-19,Georgia,6,24,0,707,456,12 120 | 2020-05-20,Georgia,6,19,0,713,475,12 121 | 2020-05-21,Georgia,8,10,0,721,485,12 122 | 2020-05-22,Georgia,2,10,0,723,495,12 123 | 2020-05-23,Georgia,5,14,0,728,509,12 124 | 2020-05-24,Georgia,2,13,0,730,522,12 125 | 2020-05-25,Georgia,1,4,0,731,526,12 126 | 2020-05-26,Georgia,1,11,0,732,537,12 127 | 2020-05-27,Georgia,3,20,0,735,557,12 128 | 2020-05-28,Georgia,3,16,0,738,573,12 129 | 2020-05-29,Georgia,8,3,0,746,576,12 130 | 2020-05-30,Georgia,11,24,0,757,600,12 131 | 2020-05-31,Georgia,26,5,0,783,605,12 132 | 2020-06-01,Georgia,11,19,0,794,624,12 133 | 2020-06-02,Georgia,2,10,1,796,634,13 134 | 2020-06-03,Georgia,4,6,0,800,640,13 135 | 2020-06-04,Georgia,1,4,0,801,644,13 136 | 2020-06-05,Georgia,4,6,0,805,650,13 137 | 2020-06-06,Georgia,3,13,0,808,663,13 138 | 2020-06-07,Georgia,1,11,0,809,674,13 139 | 2020-06-08,Georgia,3,9,0,812,683,13 140 | 2020-06-09,Georgia,6,3,0,818,686,13 141 | 2020-06-10,Georgia,9,4,0,827,690,13 142 | 2020-06-11,Georgia,4,4,0,831,694,13 143 | 2020-06-12,Georgia,12,3,0,843,697,13 144 | 2020-06-13,Georgia,8,5,1,851,702,14 145 | 2020-06-14,Georgia,13,1,0,864,703,14 146 | 2020-06-15,Georgia,15,1,0,879,704,14 147 | 2020-06-16,Georgia,0,20,0,879,724,14 148 | 2020-06-17,Georgia,9,7,0,888,731,14 149 | 2020-06-18,Georgia,5,8,0,893,739,14 150 | 2020-06-19,Georgia,3,2,0,896,741,14 151 | 2020-06-20,Georgia,2,11,0,898,752,14 152 | 2020-06-21,Georgia,8,3,0,906,755,14 153 | 2020-06-22,Georgia,2,6,0,908,761,14 154 | 2020-06-23,Georgia,3,7,0,911,768,14 155 | 2020-06-24,Georgia,3,3,0,914,771,14 156 | 2020-06-25,Georgia,3,5,0,917,776,14 157 | 2020-06-26,Georgia,2,4,0,919,780,14 158 | 2020-06-27,Georgia,2,1,0,921,781,14 159 | 2020-06-28,Georgia,3,4,1,924,785,15 160 | 2020-06-29,Georgia,2,6,0,926,791,15 161 | 2020-06-30,Georgia,2,3,0,928,794,15 162 | 2020-07-01,Georgia,3,0,0,931,794,15 163 | 2020-07-02,Georgia,8,23,0,939,817,15 164 | 2020-07-03,Georgia,4,4,0,943,821,15 165 | 2020-07-04,Georgia,5,4,0,948,825,15 166 | 2020-07-05,Georgia,3,3,0,951,828,15 167 | 2020-07-06,Georgia,2,2,0,953,830,15 168 | 2020-07-07,Georgia,5,8,0,958,838,15 169 | 2020-07-08,Georgia,5,3,0,963,841,15 170 | 2020-07-09,Georgia,5,3,0,968,844,15 171 | 2020-07-10,Georgia,5,2,0,973,846,15 172 | 2020-07-11,Georgia,8,5,0,981,851,15 173 | 2020-07-12,Georgia,5,6,0,986,857,15 174 | 2020-07-13,Georgia,9,0,0,995,857,15 175 | 2020-07-14,Georgia,4,13,0,999,870,15 176 | 2020-07-15,Georgia,5,3,0,1004,873,15 177 | 2020-07-16,Georgia,2,10,0,1006,883,15 178 | 2020-07-17,Georgia,4,2,0,1010,885,15 179 | 2020-07-18,Georgia,8,10,0,1018,895,15 180 | 2020-07-19,Georgia,10,4,0,1028,899,15 181 | 2020-07-20,Georgia,11,1,1,1039,900,16 182 | 2020-07-21,Georgia,10,3,0,1049,903,16 183 | 2020-07-22,Georgia,24,4,0,1073,907,16 184 | 2020-07-23,Georgia,12,4,0,1085,911,16 185 | 2020-07-24,Georgia,19,1,0,1104,912,16 186 | 2020-07-25,Georgia,13,5,0,1117,917,16 187 | 2020-07-26,Georgia,14,3,0,1131,920,16 188 | 2020-07-27,Georgia,6,2,0,1137,922,16 189 | 2020-07-28,Georgia,8,5,0,1145,927,16 190 | 2020-07-29,Georgia,10,2,1,1155,929,17 191 | 2020-07-30,Georgia,5,6,0,1160,935,17 192 | 2020-07-31,Georgia,8,5,0,1168,940,17 193 | 2020-08-01,Georgia,3,7,0,1171,947,17 194 | 2020-08-02,Georgia,6,8,0,1177,955,17 195 | 2020-08-03,Georgia,2,4,0,1179,959,17 196 | 2020-08-04,Georgia,3,3,0,1182,962,17 197 | 2020-08-05,Georgia,15,12,0,1197,974,17 198 | 2020-08-06,Georgia,9,13,0,1206,987,17 199 | 2020-08-07,Georgia,7,7,0,1213,994,17 200 | 2020-08-08,Georgia,3,2,0,1216,996,17 201 | 2020-08-09,Georgia,9,4,0,1225,1000,17 202 | 2020-08-10,Georgia,25,10,0,1250,1010,17 203 | 2020-08-11,Georgia,14,44,0,1264,1054,17 204 | 2020-08-12,Georgia,14,4,0,1278,1058,17 205 | 2020-08-13,Georgia,5,10,0,1283,1068,17 206 | 2020-08-14,Georgia,23,17,0,1306,1085,17 207 | 2020-08-15,Georgia,15,3,0,1321,1088,17 208 | 2020-08-16,Georgia,15,0,0,1336,1088,17 209 | 2020-08-17,Georgia,5,4,0,1341,1092,17 210 | 2020-08-18,Georgia,10,0,0,1351,1092,17 211 | 2020-08-19,Georgia,10,6,0,1361,1098,17 212 | 2020-08-20,Georgia,9,10,0,1370,1108,17 213 | 2020-08-21,Georgia,15,20,0,1385,1128,17 214 | 2020-08-22,Georgia,9,4,0,1394,1132,17 215 | 2020-08-23,Georgia,17,0,0,1411,1132,17 216 | 2020-08-24,Georgia,10,5,1,1421,1137,18 217 | 2020-08-25,Georgia,8,13,1,1429,1150,19 218 | 2020-08-26,Georgia,7,0,0,1436,1150,19 219 | 2020-08-27,Georgia,11,40,0,1447,1190,19 220 | 2020-08-28,Georgia,8,6,0,1455,1196,19 221 | 2020-08-29,Georgia,7,0,0,1462,1196,19 222 | 2020-08-30,Georgia,7,25,0,1469,1221,19 223 | 2020-08-31,Georgia,18,19,0,1487,1240,19 224 | 2020-09-01,Georgia,23,13,0,1510,1253,19 225 | 2020-09-02,Georgia,38,17,0,1548,1270,19 226 | 2020-09-03,Georgia,20,9,0,1568,1279,19 227 | 2020-09-04,Georgia,28,15,0,1596,1294,19 228 | 2020-09-05,Georgia,25,8,0,1621,1302,19 229 | 2020-09-06,Georgia,29,8,0,1650,1310,19 230 | 2020-09-07,Georgia,34,5,0,1684,1315,19 231 | 2020-09-08,Georgia,45,6,0,1729,1321,19 232 | 2020-09-09,Georgia,44,4,0,1773,1325,19 233 | 2020-09-10,Georgia,57,9,0,1830,1334,19 234 | 2020-09-11,Georgia,87,20,0,1917,1354,19 235 | 2020-09-12,Georgia,158,9,0,2075,1363,19 236 | 2020-09-13,Georgia,152,6,0,2227,1369,19 237 | 2020-09-14,Georgia,165,0,0,2392,1369,19 238 | 2020-09-15,Georgia,170,0,0,2562,1369,19 239 | 2020-09-16,Georgia,196,43,0,2758,1412,19 240 | 2020-09-17,Georgia,179,10,0,2937,1422,19 241 | 2020-09-18,Georgia,182,13,0,3119,1435,19 242 | 2020-09-19,Georgia,187,46,0,3306,1481,19 243 | 2020-09-20,Georgia,196,13,0,3502,1494,19 244 | 2020-09-21,Georgia,193,40,1,3695,1534,20 245 | 2020-09-22,Georgia,218,40,3,3913,1574,23 246 | 2020-09-23,Georgia,227,69,2,4140,1643,25 247 | 2020-09-24,Georgia,259,62,1,4399,1705,26 248 | 2020-09-25,Georgia,265,54,1,4664,1759,27 249 | 2020-09-26,Georgia,296,60,1,4960,1819,28 250 | 2020-09-27,Georgia,294,87,0,5254,1906,28 251 | 2020-09-28,Georgia,298,148,4,5552,2054,32 252 | 2020-09-29,Georgia,314,270,4,5866,2324,36 253 | 2020-09-30,Georgia,326,796,3,6192,3120,39 254 | 2020-10-01,Georgia,448,299,2,6640,3419,41 255 | 2020-10-02,Georgia,453,295,5,7093,3714,46 256 | 2020-10-03,Georgia,471,278,2,7564,3992,48 257 | 2020-10-04,Georgia,554,252,2,8118,4244,50 258 | 2020-10-05,Georgia,578,375,4,8696,4619,54 259 | 2020-10-06,Georgia,549,268,4,9245,4887,58 260 | 2020-10-07,Georgia,508,348,5,9753,5235,63 261 | 2020-10-08,Georgia,472,318,3,10225,5553,66 262 | 2020-10-09,Georgia,527,313,6,10752,5866,72 263 | 2020-10-10,Georgia,519,253,6,11271,6119,78 264 | 2020-10-11,Georgia,523,208,7,11794,6327,85 265 | 2020-10-12,Georgia,478,211,8,12272,6538,93 266 | 2020-10-13,Georgia,569,329,9,12841,6867,102 267 | 2020-10-14,Georgia,680,292,7,13521,7159,109 268 | 2020-10-15,Georgia,919,208,4,14440,7367,113 269 | 2020-10-16,Georgia,887,246,11,15327,7613,124 270 | 2020-10-17,Georgia,958,214,4,16285,7827,128 271 | 2020-10-18,Georgia,1192,233,8,17477,8060,136 272 | 2020-10-19,Georgia,1186,278,7,18663,8338,143 273 | 2020-10-20,Georgia,1194,328,15,19857,8666,158 274 | 2020-10-21,Georgia,1351,337,14,21208,9003,172 275 | 2020-10-22,Georgia,1595,398,6,22803,9401,178 276 | 2020-10-23,Georgia,1759,350,5,24562,9751,183 277 | 2020-10-24,Georgia,1941,412,10,26503,10163,193 278 | 2020-10-25,Georgia,1928,604,8,28431,10767,201 279 | 2020-10-26,Georgia,1872,603,14,30303,11370,215 280 | 2020-10-27,Georgia,1824,1262,23,32127,12632,238 281 | 2020-10-28,Georgia,1731,2197,15,33858,14829,253 282 | 2020-10-29,Georgia,1709,2075,20,35567,16904,273 283 | -------------------------------------------------------------------------------- /data/input/countries/Cases_Ghana.csv: -------------------------------------------------------------------------------- 1 | Date,Country,Confirmed,Recovered,Deceased,Total_Confirmed,Total_Recovered,Total_Deceased 2 | 2020-01-23,Ghana,0,0,0,0,0,0 3 | 2020-01-24,Ghana,0,0,0,0,0,0 4 | 2020-01-25,Ghana,0,0,0,0,0,0 5 | 2020-01-26,Ghana,0,0,0,0,0,0 6 | 2020-01-27,Ghana,0,0,0,0,0,0 7 | 2020-01-28,Ghana,0,0,0,0,0,0 8 | 2020-01-29,Ghana,0,0,0,0,0,0 9 | 2020-01-30,Ghana,0,0,0,0,0,0 10 | 2020-01-31,Ghana,0,0,0,0,0,0 11 | 2020-02-01,Ghana,0,0,0,0,0,0 12 | 2020-02-02,Ghana,0,0,0,0,0,0 13 | 2020-02-03,Ghana,0,0,0,0,0,0 14 | 2020-02-04,Ghana,0,0,0,0,0,0 15 | 2020-02-05,Ghana,0,0,0,0,0,0 16 | 2020-02-06,Ghana,0,0,0,0,0,0 17 | 2020-02-07,Ghana,0,0,0,0,0,0 18 | 2020-02-08,Ghana,0,0,0,0,0,0 19 | 2020-02-09,Ghana,0,0,0,0,0,0 20 | 2020-02-10,Ghana,0,0,0,0,0,0 21 | 2020-02-11,Ghana,0,0,0,0,0,0 22 | 2020-02-12,Ghana,0,0,0,0,0,0 23 | 2020-02-13,Ghana,0,0,0,0,0,0 24 | 2020-02-14,Ghana,0,0,0,0,0,0 25 | 2020-02-15,Ghana,0,0,0,0,0,0 26 | 2020-02-16,Ghana,0,0,0,0,0,0 27 | 2020-02-17,Ghana,0,0,0,0,0,0 28 | 2020-02-18,Ghana,0,0,0,0,0,0 29 | 2020-02-19,Ghana,0,0,0,0,0,0 30 | 2020-02-20,Ghana,0,0,0,0,0,0 31 | 2020-02-21,Ghana,0,0,0,0,0,0 32 | 2020-02-22,Ghana,0,0,0,0,0,0 33 | 2020-02-23,Ghana,0,0,0,0,0,0 34 | 2020-02-24,Ghana,0,0,0,0,0,0 35 | 2020-02-25,Ghana,0,0,0,0,0,0 36 | 2020-02-26,Ghana,0,0,0,0,0,0 37 | 2020-02-27,Ghana,0,0,0,0,0,0 38 | 2020-02-28,Ghana,0,0,0,0,0,0 39 | 2020-02-29,Ghana,0,0,0,0,0,0 40 | 2020-03-01,Ghana,0,0,0,0,0,0 41 | 2020-03-02,Ghana,0,0,0,0,0,0 42 | 2020-03-03,Ghana,0,0,0,0,0,0 43 | 2020-03-04,Ghana,0,0,0,0,0,0 44 | 2020-03-05,Ghana,0,0,0,0,0,0 45 | 2020-03-06,Ghana,0,0,0,0,0,0 46 | 2020-03-07,Ghana,0,0,0,0,0,0 47 | 2020-03-08,Ghana,0,0,0,0,0,0 48 | 2020-03-09,Ghana,0,0,0,0,0,0 49 | 2020-03-10,Ghana,0,0,0,0,0,0 50 | 2020-03-11,Ghana,0,0,0,0,0,0 51 | 2020-03-12,Ghana,0,0,0,0,0,0 52 | 2020-03-13,Ghana,0,0,0,0,0,0 53 | 2020-03-14,Ghana,3,0,0,3,0,0 54 | 2020-03-15,Ghana,3,0,0,6,0,0 55 | 2020-03-16,Ghana,0,0,0,6,0,0 56 | 2020-03-17,Ghana,1,0,0,7,0,0 57 | 2020-03-18,Ghana,0,0,0,7,0,0 58 | 2020-03-19,Ghana,4,0,0,11,0,0 59 | 2020-03-20,Ghana,5,0,0,16,0,0 60 | 2020-03-21,Ghana,3,0,1,19,0,1 61 | 2020-03-22,Ghana,4,0,0,23,0,1 62 | 2020-03-23,Ghana,4,0,1,27,0,2 63 | 2020-03-24,Ghana,26,0,0,53,0,2 64 | 2020-03-25,Ghana,40,0,2,93,0,4 65 | 2020-03-26,Ghana,39,1,0,132,1,4 66 | 2020-03-27,Ghana,5,1,0,137,2,4 67 | 2020-03-28,Ghana,4,0,1,141,2,5 68 | 2020-03-29,Ghana,11,0,0,152,2,5 69 | 2020-03-30,Ghana,0,0,0,152,2,5 70 | 2020-03-31,Ghana,9,29,0,161,31,5 71 | 2020-04-01,Ghana,34,0,0,195,31,5 72 | 2020-04-02,Ghana,9,0,0,204,31,5 73 | 2020-04-03,Ghana,1,0,0,205,31,5 74 | 2020-04-04,Ghana,0,0,0,205,31,5 75 | 2020-04-05,Ghana,9,0,0,214,31,5 76 | 2020-04-06,Ghana,0,0,0,214,31,5 77 | 2020-04-07,Ghana,73,0,0,287,31,5 78 | 2020-04-08,Ghana,26,3,1,313,34,6 79 | 2020-04-09,Ghana,65,-31,0,378,3,6 80 | 2020-04-10,Ghana,0,1,0,378,4,6 81 | 2020-04-11,Ghana,30,0,2,408,4,8 82 | 2020-04-12,Ghana,158,0,0,566,4,8 83 | 2020-04-13,Ghana,0,0,0,566,4,8 84 | 2020-04-14,Ghana,70,13,0,636,17,8 85 | 2020-04-15,Ghana,0,0,0,636,17,8 86 | 2020-04-16,Ghana,5,66,0,641,83,8 87 | 2020-04-17,Ghana,0,0,0,641,83,8 88 | 2020-04-18,Ghana,193,16,1,834,99,9 89 | 2020-04-19,Ghana,208,0,0,1042,99,9 90 | 2020-04-20,Ghana,0,0,0,1042,99,9 91 | 2020-04-21,Ghana,0,0,0,1042,99,9 92 | 2020-04-22,Ghana,112,0,0,1154,99,9 93 | 2020-04-23,Ghana,0,0,0,1154,99,9 94 | 2020-04-24,Ghana,125,35,1,1279,134,10 95 | 2020-04-25,Ghana,0,0,0,1279,134,10 96 | 2020-04-26,Ghana,271,21,1,1550,155,11 97 | 2020-04-27,Ghana,0,0,0,1550,155,11 98 | 2020-04-28,Ghana,121,33,5,1671,188,16 99 | 2020-04-29,Ghana,0,0,0,1671,188,16 100 | 2020-04-30,Ghana,403,24,1,2074,212,17 101 | 2020-05-01,Ghana,0,0,0,2074,212,17 102 | 2020-05-02,Ghana,95,17,1,2169,229,18 103 | 2020-05-03,Ghana,0,0,0,2169,229,18 104 | 2020-05-04,Ghana,550,65,0,2719,294,18 105 | 2020-05-05,Ghana,0,0,0,2719,294,18 106 | 2020-05-06,Ghana,372,0,0,3091,294,18 107 | 2020-05-07,Ghana,0,9,0,3091,303,18 108 | 2020-05-08,Ghana,921,20,0,4012,323,18 109 | 2020-05-09,Ghana,251,55,4,4263,378,22 110 | 2020-05-10,Ghana,0,0,0,4263,378,22 111 | 2020-05-11,Ghana,437,116,0,4700,494,22 112 | 2020-05-12,Ghana,427,0,0,5127,494,22 113 | 2020-05-13,Ghana,281,20,2,5408,514,24 114 | 2020-05-14,Ghana,122,160,0,5530,674,24 115 | 2020-05-15,Ghana,108,786,4,5638,1460,28 116 | 2020-05-16,Ghana,97,294,1,5735,1754,29 117 | 2020-05-17,Ghana,0,0,0,5735,1754,29 118 | 2020-05-18,Ghana,0,0,0,5735,1754,29 119 | 2020-05-19,Ghana,361,19,2,6096,1773,31 120 | 2020-05-20,Ghana,173,125,0,6269,1898,31 121 | 2020-05-21,Ghana,0,0,0,6269,1898,31 122 | 2020-05-22,Ghana,217,53,0,6486,1951,31 123 | 2020-05-23,Ghana,131,27,0,6617,1978,31 124 | 2020-05-24,Ghana,66,20,1,6683,1998,32 125 | 2020-05-25,Ghana,125,72,0,6808,2070,32 126 | 2020-05-26,Ghana,309,247,2,7117,2317,34 127 | 2020-05-27,Ghana,186,95,0,7303,2412,34 128 | 2020-05-28,Ghana,0,0,0,7303,2412,34 129 | 2020-05-29,Ghana,313,9,0,7616,2421,34 130 | 2020-05-30,Ghana,152,119,1,7768,2540,35 131 | 2020-05-31,Ghana,302,407,1,8070,2947,36 132 | 2020-06-01,Ghana,0,0,0,8070,2947,36 133 | 2020-06-02,Ghana,227,39,2,8297,2986,38 134 | 2020-06-03,Ghana,251,146,0,8548,3132,38 135 | 2020-06-04,Ghana,337,57,0,8885,3189,38 136 | 2020-06-05,Ghana,283,268,4,9168,3457,42 137 | 2020-06-06,Ghana,294,90,2,9462,3547,44 138 | 2020-06-07,Ghana,176,89,0,9638,3636,44 139 | 2020-06-08,Ghana,272,9,4,9910,3645,48 140 | 2020-06-09,Ghana,291,110,0,10201,3755,48 141 | 2020-06-10,Ghana,0,0,0,10201,3755,48 142 | 2020-06-11,Ghana,157,69,0,10358,3824,48 143 | 2020-06-12,Ghana,498,97,0,10856,3921,48 144 | 2020-06-13,Ghana,262,58,0,11118,3979,48 145 | 2020-06-14,Ghana,846,279,6,11964,4258,54 146 | 2020-06-15,Ghana,0,0,0,11964,4258,54 147 | 2020-06-16,Ghana,229,68,4,12193,4326,58 148 | 2020-06-17,Ghana,397,84,8,12590,4410,66 149 | 2020-06-18,Ghana,339,58,0,12929,4468,66 150 | 2020-06-19,Ghana,274,80,4,13203,4548,70 151 | 2020-06-20,Ghana,514,5526,15,13717,10074,85 152 | 2020-06-21,Ghana,437,399,0,14154,10473,85 153 | 2020-06-22,Ghana,0,0,0,14154,10473,85 154 | 2020-06-23,Ghana,414,434,10,14568,10907,95 155 | 2020-06-24,Ghana,445,171,0,15013,11078,95 156 | 2020-06-25,Ghana,460,353,0,15473,11431,95 157 | 2020-06-26,Ghana,361,324,8,15834,11755,103 158 | 2020-06-27,Ghana,597,502,0,16431,12257,103 159 | 2020-06-28,Ghana,311,463,9,16742,12720,112 160 | 2020-06-29,Ghana,609,274,0,17351,12994,112 161 | 2020-06-30,Ghana,390,274,0,17741,13268,112 162 | 2020-07-01,Ghana,393,282,5,18134,13550,117 163 | 2020-07-02,Ghana,0,0,0,18134,13550,117 164 | 2020-07-03,Ghana,1254,780,0,19388,14330,117 165 | 2020-07-04,Ghana,0,0,0,19388,14330,117 166 | 2020-07-05,Ghana,697,540,5,20085,14870,122 167 | 2020-07-06,Ghana,992,1200,7,21077,16070,129 168 | 2020-07-07,Ghana,891,1086,0,21968,17156,129 169 | 2020-07-08,Ghana,854,408,0,22822,17564,129 170 | 2020-07-09,Ghana,641,1058,0,23463,18622,129 171 | 2020-07-10,Ghana,371,590,6,23834,19212,135 172 | 2020-07-11,Ghana,414,619,0,24248,19831,135 173 | 2020-07-12,Ghana,270,356,4,24518,20187,139 174 | 2020-07-13,Ghana,470,880,0,24988,21067,139 175 | 2020-07-14,Ghana,0,0,0,24988,21067,139 176 | 2020-07-15,Ghana,442,444,0,25430,21511,139 177 | 2020-07-16,Ghana,695,759,0,26125,22270,139 178 | 2020-07-17,Ghana,447,645,5,26572,22915,144 179 | 2020-07-18,Ghana,488,129,1,27060,23044,145 180 | 2020-07-19,Ghana,607,205,3,27667,23249,148 181 | 2020-07-20,Ghana,763,1652,5,28430,24901,153 182 | 2020-07-21,Ghana,559,430,0,28989,25331,153 183 | 2020-07-22,Ghana,683,759,0,29672,26090,153 184 | 2020-07-23,Ghana,0,0,0,29672,26090,153 185 | 2020-07-24,Ghana,1385,1711,8,31057,27801,161 186 | 2020-07-25,Ghana,794,637,0,31851,28438,161 187 | 2020-07-26,Ghana,1118,1056,7,32969,29494,168 188 | 2020-07-27,Ghana,655,307,0,33624,29801,168 189 | 2020-07-28,Ghana,782,820,0,34406,30621,168 190 | 2020-07-29,Ghana,736,665,7,35142,31286,175 191 | 2020-07-30,Ghana,0,0,0,35142,31286,175 192 | 2020-07-31,Ghana,359,810,7,35501,32096,182 193 | 2020-08-01,Ghana,1513,1269,0,37014,33365,182 194 | 2020-08-02,Ghana,0,0,0,37014,33365,182 195 | 2020-08-03,Ghana,798,948,9,37812,34313,191 196 | 2020-08-04,Ghana,0,0,0,37812,34313,191 197 | 2020-08-05,Ghana,1263,1250,8,39075,35563,199 198 | 2020-08-06,Ghana,567,821,0,39642,36384,199 199 | 2020-08-07,Ghana,455,254,7,40097,36638,206 200 | 2020-08-08,Ghana,436,1064,0,40533,37702,206 201 | 2020-08-09,Ghana,470,628,9,41003,38330,215 202 | 2020-08-10,Ghana,209,397,0,41212,38727,215 203 | 2020-08-11,Ghana,192,328,0,41404,39055,215 204 | 2020-08-12,Ghana,168,265,8,41572,39320,223 205 | 2020-08-13,Ghana,153,175,0,41725,39495,223 206 | 2020-08-14,Ghana,122,223,0,41847,39718,223 207 | 2020-08-15,Ghana,363,429,8,42210,40147,231 208 | 2020-08-16,Ghana,322,215,0,42532,40362,231 209 | 2020-08-17,Ghana,121,205,8,42653,40567,239 210 | 2020-08-18,Ghana,340,229,9,42993,40796,248 211 | 2020-08-19,Ghana,101,167,8,43094,40963,256 212 | 2020-08-20,Ghana,166,313,5,43260,41276,261 213 | 2020-08-21,Ghana,65,132,0,43325,41408,261 214 | 2020-08-22,Ghana,0,0,0,43325,41408,261 215 | 2020-08-23,Ghana,180,124,0,43505,41532,261 216 | 2020-08-24,Ghana,117,163,2,43622,41695,263 217 | 2020-08-25,Ghana,95,148,7,43717,41843,270 218 | 2020-08-26,Ghana,52,205,0,43769,42048,270 219 | 2020-08-27,Ghana,72,198,0,43841,42246,270 220 | 2020-08-28,Ghana,108,146,0,43949,42392,270 221 | 2020-08-29,Ghana,169,189,0,44118,42581,270 222 | 2020-08-30,Ghana,87,196,6,44205,42777,276 223 | 2020-08-31,Ghana,93,186,0,44298,42963,276 224 | 2020-09-01,Ghana,162,158,0,44460,43121,276 225 | 2020-09-02,Ghana,198,357,0,44658,43478,276 226 | 2020-09-03,Ghana,55,99,4,44713,43577,280 227 | 2020-09-04,Ghana,64,116,3,44777,43693,283 228 | 2020-09-05,Ghana,0,0,0,44777,43693,283 229 | 2020-09-06,Ghana,0,0,0,44777,43693,283 230 | 2020-09-07,Ghana,92,108,0,44869,43801,283 231 | 2020-09-08,Ghana,143,97,0,45012,43898,283 232 | 2020-09-09,Ghana,301,290,0,45313,44188,283 233 | 2020-09-10,Ghana,0,0,0,45313,44188,283 234 | 2020-09-11,Ghana,75,79,2,45388,44267,285 235 | 2020-09-12,Ghana,46,75,1,45434,44342,286 236 | 2020-09-13,Ghana,0,0,0,45434,44342,286 237 | 2020-09-14,Ghana,167,337,8,45601,44679,294 238 | 2020-09-15,Ghana,54,118,0,45655,44797,294 239 | 2020-09-16,Ghana,0,0,0,45655,44797,294 240 | 2020-09-17,Ghana,59,99,0,45714,44896,294 241 | 2020-09-18,Ghana,46,77,1,45760,44973,295 242 | 2020-09-19,Ghana,117,108,2,45877,45081,297 243 | 2020-09-20,Ghana,127,72,0,46004,45153,297 244 | 2020-09-21,Ghana,58,105,0,46062,45258,297 245 | 2020-09-22,Ghana,0,0,0,46062,45258,297 246 | 2020-09-23,Ghana,91,41,2,46153,45299,299 247 | 2020-09-24,Ghana,69,118,0,46222,45417,299 248 | 2020-09-25,Ghana,0,0,0,46222,45417,299 249 | 2020-09-26,Ghana,0,0,0,46222,45417,299 250 | 2020-09-27,Ghana,165,201,0,46387,45618,299 251 | 2020-09-28,Ghana,57,28,0,46444,45646,299 252 | 2020-09-29,Ghana,38,5,2,46482,45651,301 253 | 2020-09-30,Ghana,144,106,0,46626,45757,301 254 | 2020-10-01,Ghana,30,185,0,46656,45942,301 255 | 2020-10-02,Ghana,38,3,0,46694,45945,301 256 | 2020-10-03,Ghana,109,61,2,46803,46006,303 257 | 2020-10-04,Ghana,26,54,0,46829,46060,303 258 | 2020-10-05,Ghana,0,0,0,46829,46060,303 259 | 2020-10-06,Ghana,0,0,0,46829,46060,303 260 | 2020-10-07,Ghana,0,0,0,46829,46060,303 261 | 2020-10-08,Ghana,118,199,3,46947,46259,306 262 | 2020-10-09,Ghana,40,119,0,46987,46378,306 263 | 2020-10-10,Ghana,18,20,0,47005,46398,306 264 | 2020-10-11,Ghana,0,0,0,47005,46398,306 265 | 2020-10-12,Ghana,25,26,2,47030,46424,308 266 | 2020-10-13,Ghana,96,45,2,47126,46469,310 267 | 2020-10-14,Ghana,0,0,0,47126,46469,310 268 | 2020-10-15,Ghana,47,58,0,47173,46527,310 269 | 2020-10-16,Ghana,0,0,0,47173,46527,310 270 | 2020-10-17,Ghana,59,51,0,47232,46578,310 271 | 2020-10-18,Ghana,78,40,0,47310,46618,310 272 | 2020-10-19,Ghana,62,46,0,47372,46664,310 273 | 2020-10-20,Ghana,89,88,2,47461,46752,312 274 | 2020-10-21,Ghana,0,0,0,47461,46752,312 275 | 2020-10-22,Ghana,77,37,0,47538,46789,312 276 | 2020-10-23,Ghana,63,35,2,47601,46824,314 277 | 2020-10-24,Ghana,89,63,2,47690,46887,316 278 | 2020-10-25,Ghana,0,0,0,47690,46887,316 279 | 2020-10-26,Ghana,85,84,0,47775,46971,316 280 | 2020-10-27,Ghana,0,0,0,47775,46971,316 281 | 2020-10-28,Ghana,0,0,0,47775,46971,316 282 | 2020-10-29,Ghana,280,198,4,48055,47169,320 283 | -------------------------------------------------------------------------------- /data/input/countries/Cases_Greece.csv: -------------------------------------------------------------------------------- 1 | Date,Country,Confirmed,Recovered,Deceased,Total_Confirmed,Total_Recovered,Total_Deceased 2 | 2020-01-23,Greece,0,0,0,0,0,0 3 | 2020-01-24,Greece,0,0,0,0,0,0 4 | 2020-01-25,Greece,0,0,0,0,0,0 5 | 2020-01-26,Greece,0,0,0,0,0,0 6 | 2020-01-27,Greece,0,0,0,0,0,0 7 | 2020-01-28,Greece,0,0,0,0,0,0 8 | 2020-01-29,Greece,0,0,0,0,0,0 9 | 2020-01-30,Greece,0,0,0,0,0,0 10 | 2020-01-31,Greece,0,0,0,0,0,0 11 | 2020-02-01,Greece,0,0,0,0,0,0 12 | 2020-02-02,Greece,0,0,0,0,0,0 13 | 2020-02-03,Greece,0,0,0,0,0,0 14 | 2020-02-04,Greece,0,0,0,0,0,0 15 | 2020-02-05,Greece,0,0,0,0,0,0 16 | 2020-02-06,Greece,0,0,0,0,0,0 17 | 2020-02-07,Greece,0,0,0,0,0,0 18 | 2020-02-08,Greece,0,0,0,0,0,0 19 | 2020-02-09,Greece,0,0,0,0,0,0 20 | 2020-02-10,Greece,0,0,0,0,0,0 21 | 2020-02-11,Greece,0,0,0,0,0,0 22 | 2020-02-12,Greece,0,0,0,0,0,0 23 | 2020-02-13,Greece,0,0,0,0,0,0 24 | 2020-02-14,Greece,0,0,0,0,0,0 25 | 2020-02-15,Greece,0,0,0,0,0,0 26 | 2020-02-16,Greece,0,0,0,0,0,0 27 | 2020-02-17,Greece,0,0,0,0,0,0 28 | 2020-02-18,Greece,0,0,0,0,0,0 29 | 2020-02-19,Greece,0,0,0,0,0,0 30 | 2020-02-20,Greece,0,0,0,0,0,0 31 | 2020-02-21,Greece,0,0,0,0,0,0 32 | 2020-02-22,Greece,0,0,0,0,0,0 33 | 2020-02-23,Greece,0,0,0,0,0,0 34 | 2020-02-24,Greece,0,0,0,0,0,0 35 | 2020-02-25,Greece,0,0,0,0,0,0 36 | 2020-02-26,Greece,1,0,0,1,0,0 37 | 2020-02-27,Greece,2,0,0,3,0,0 38 | 2020-02-28,Greece,1,0,0,4,0,0 39 | 2020-02-29,Greece,0,0,0,4,0,0 40 | 2020-03-01,Greece,3,0,0,7,0,0 41 | 2020-03-02,Greece,0,0,0,7,0,0 42 | 2020-03-03,Greece,0,0,0,7,0,0 43 | 2020-03-04,Greece,2,0,0,9,0,0 44 | 2020-03-05,Greece,22,0,0,31,0,0 45 | 2020-03-06,Greece,14,0,0,45,0,0 46 | 2020-03-07,Greece,1,0,0,46,0,0 47 | 2020-03-08,Greece,27,0,0,73,0,0 48 | 2020-03-09,Greece,0,0,0,73,0,0 49 | 2020-03-10,Greece,16,0,0,89,0,0 50 | 2020-03-11,Greece,10,0,1,99,0,1 51 | 2020-03-12,Greece,0,0,0,99,0,1 52 | 2020-03-13,Greece,91,0,0,190,0,1 53 | 2020-03-14,Greece,38,8,2,228,8,3 54 | 2020-03-15,Greece,103,0,1,331,8,4 55 | 2020-03-16,Greece,0,0,0,331,8,4 56 | 2020-03-17,Greece,56,0,1,387,8,5 57 | 2020-03-18,Greece,31,0,0,418,8,5 58 | 2020-03-19,Greece,0,0,1,418,8,6 59 | 2020-03-20,Greece,77,11,0,495,19,6 60 | 2020-03-21,Greece,35,0,7,530,19,13 61 | 2020-03-22,Greece,94,0,2,624,19,15 62 | 2020-03-23,Greece,71,0,2,695,19,17 63 | 2020-03-24,Greece,48,10,3,743,29,20 64 | 2020-03-25,Greece,78,7,2,821,36,22 65 | 2020-03-26,Greece,71,0,4,892,36,26 66 | 2020-03-27,Greece,74,16,2,966,52,28 67 | 2020-03-28,Greece,95,0,4,1061,52,32 68 | 2020-03-29,Greece,95,0,6,1156,52,38 69 | 2020-03-30,Greece,56,0,5,1212,52,43 70 | 2020-03-31,Greece,102,0,6,1314,52,49 71 | 2020-04-01,Greece,101,0,1,1415,52,50 72 | 2020-04-02,Greece,129,9,3,1544,61,53 73 | 2020-04-03,Greece,69,17,10,1613,78,63 74 | 2020-04-04,Greece,60,0,5,1673,78,68 75 | 2020-04-05,Greece,62,0,5,1735,78,73 76 | 2020-04-06,Greece,20,191,6,1755,269,79 77 | 2020-04-07,Greece,77,0,2,1832,269,81 78 | 2020-04-08,Greece,52,0,2,1884,269,83 79 | 2020-04-09,Greece,71,0,4,1955,269,87 80 | 2020-04-10,Greece,56,0,5,2011,269,92 81 | 2020-04-11,Greece,70,0,1,2081,269,93 82 | 2020-04-12,Greece,33,0,5,2114,269,98 83 | 2020-04-13,Greece,31,0,1,2145,269,99 84 | 2020-04-14,Greece,25,0,2,2170,269,101 85 | 2020-04-15,Greece,22,0,1,2192,269,102 86 | 2020-04-16,Greece,15,0,3,2207,269,105 87 | 2020-04-17,Greece,17,0,3,2224,269,108 88 | 2020-04-18,Greece,11,0,2,2235,269,110 89 | 2020-04-19,Greece,0,0,3,2235,269,113 90 | 2020-04-20,Greece,10,0,3,2245,269,116 91 | 2020-04-21,Greece,156,308,5,2401,577,121 92 | 2020-04-22,Greece,7,0,0,2408,577,121 93 | 2020-04-23,Greece,55,0,4,2463,577,125 94 | 2020-04-24,Greece,27,0,5,2490,577,130 95 | 2020-04-25,Greece,16,0,0,2506,577,130 96 | 2020-04-26,Greece,11,0,4,2517,577,134 97 | 2020-04-27,Greece,17,0,2,2534,577,136 98 | 2020-04-28,Greece,32,0,2,2566,577,138 99 | 2020-04-29,Greece,10,0,1,2576,577,139 100 | 2020-04-30,Greece,15,797,1,2591,1374,140 101 | 2020-05-01,Greece,21,0,0,2612,1374,140 102 | 2020-05-02,Greece,8,0,3,2620,1374,143 103 | 2020-05-03,Greece,6,0,1,2626,1374,144 104 | 2020-05-04,Greece,6,0,2,2632,1374,146 105 | 2020-05-05,Greece,10,0,0,2642,1374,146 106 | 2020-05-06,Greece,21,0,1,2663,1374,147 107 | 2020-05-07,Greece,15,0,1,2678,1374,148 108 | 2020-05-08,Greece,13,0,2,2691,1374,150 109 | 2020-05-09,Greece,19,0,1,2710,1374,151 110 | 2020-05-10,Greece,6,0,0,2716,1374,151 111 | 2020-05-11,Greece,10,0,0,2726,1374,151 112 | 2020-05-12,Greece,18,0,1,2744,1374,152 113 | 2020-05-13,Greece,16,0,3,2760,1374,155 114 | 2020-05-14,Greece,10,0,1,2770,1374,156 115 | 2020-05-15,Greece,40,0,4,2810,1374,160 116 | 2020-05-16,Greece,9,0,2,2819,1374,162 117 | 2020-05-17,Greece,15,0,1,2834,1374,163 118 | 2020-05-18,Greece,2,0,2,2836,1374,165 119 | 2020-05-19,Greece,4,0,0,2840,1374,165 120 | 2020-05-20,Greece,10,0,1,2850,1374,166 121 | 2020-05-21,Greece,3,0,2,2853,1374,168 122 | 2020-05-22,Greece,21,0,1,2874,1374,169 123 | 2020-05-23,Greece,2,0,2,2876,1374,171 124 | 2020-05-24,Greece,2,0,0,2878,1374,171 125 | 2020-05-25,Greece,4,0,1,2882,1374,172 126 | 2020-05-26,Greece,10,0,1,2892,1374,173 127 | 2020-05-27,Greece,11,0,0,2903,1374,173 128 | 2020-05-28,Greece,3,0,2,2906,1374,175 129 | 2020-05-29,Greece,3,0,0,2909,1374,175 130 | 2020-05-30,Greece,6,0,0,2915,1374,175 131 | 2020-05-31,Greece,2,0,0,2917,1374,175 132 | 2020-06-01,Greece,1,0,4,2918,1374,179 133 | 2020-06-02,Greece,19,0,0,2937,1374,179 134 | 2020-06-03,Greece,0,0,0,2937,1374,179 135 | 2020-06-04,Greece,15,0,1,2952,1374,180 136 | 2020-06-05,Greece,15,0,0,2967,1374,180 137 | 2020-06-06,Greece,13,0,0,2980,1374,180 138 | 2020-06-07,Greece,17,0,0,2997,1374,180 139 | 2020-06-08,Greece,52,0,2,3049,1374,182 140 | 2020-06-09,Greece,9,0,1,3058,1374,183 141 | 2020-06-10,Greece,10,0,0,3068,1374,183 142 | 2020-06-11,Greece,20,0,0,3088,1374,183 143 | 2020-06-12,Greece,20,0,0,3108,1374,183 144 | 2020-06-13,Greece,4,0,0,3112,1374,183 145 | 2020-06-14,Greece,9,0,0,3121,1374,183 146 | 2020-06-15,Greece,13,0,1,3134,1374,184 147 | 2020-06-16,Greece,14,0,1,3148,1374,185 148 | 2020-06-17,Greece,55,0,2,3203,1374,187 149 | 2020-06-18,Greece,24,0,1,3227,1374,188 150 | 2020-06-19,Greece,10,0,1,3237,1374,189 151 | 2020-06-20,Greece,19,0,1,3256,1374,190 152 | 2020-06-21,Greece,10,0,0,3266,1374,190 153 | 2020-06-22,Greece,21,0,0,3287,1374,190 154 | 2020-06-23,Greece,15,0,0,3302,1374,190 155 | 2020-06-24,Greece,8,0,0,3310,1374,190 156 | 2020-06-25,Greece,11,0,1,3321,1374,191 157 | 2020-06-26,Greece,22,0,0,3343,1374,191 158 | 2020-06-27,Greece,23,0,0,3366,1374,191 159 | 2020-06-28,Greece,10,0,0,3376,1374,191 160 | 2020-06-29,Greece,14,0,0,3390,1374,191 161 | 2020-06-30,Greece,19,0,1,3409,1374,192 162 | 2020-07-01,Greece,23,0,0,3432,1374,192 163 | 2020-07-02,Greece,26,0,0,3458,1374,192 164 | 2020-07-03,Greece,28,0,0,3486,1374,192 165 | 2020-07-04,Greece,25,0,0,3511,1374,192 166 | 2020-07-05,Greece,8,0,0,3519,1374,192 167 | 2020-07-06,Greece,43,0,0,3562,1374,192 168 | 2020-07-07,Greece,27,0,1,3589,1374,193 169 | 2020-07-08,Greece,33,0,0,3622,1374,193 170 | 2020-07-09,Greece,50,0,0,3672,1374,193 171 | 2020-07-10,Greece,60,0,0,3732,1374,193 172 | 2020-07-11,Greece,40,0,0,3772,1374,193 173 | 2020-07-12,Greece,31,0,0,3803,1374,193 174 | 2020-07-13,Greece,23,0,0,3826,1374,193 175 | 2020-07-14,Greece,57,0,0,3883,1374,193 176 | 2020-07-15,Greece,27,0,0,3910,1374,193 177 | 2020-07-16,Greece,29,0,0,3939,1374,193 178 | 2020-07-17,Greece,25,0,1,3964,1374,194 179 | 2020-07-18,Greece,19,0,0,3983,1374,194 180 | 2020-07-19,Greece,24,0,0,4007,1374,194 181 | 2020-07-20,Greece,5,0,1,4012,1374,195 182 | 2020-07-21,Greece,36,0,2,4048,1374,197 183 | 2020-07-22,Greece,29,0,3,4077,1374,200 184 | 2020-07-23,Greece,33,0,1,4110,1374,201 185 | 2020-07-24,Greece,25,0,0,4135,1374,201 186 | 2020-07-25,Greece,31,0,0,4166,1374,201 187 | 2020-07-26,Greece,27,0,1,4193,1374,202 188 | 2020-07-27,Greece,34,0,0,4227,1374,202 189 | 2020-07-28,Greece,52,0,1,4279,1374,203 190 | 2020-07-29,Greece,57,0,0,4336,1374,203 191 | 2020-07-30,Greece,65,0,0,4401,1374,203 192 | 2020-07-31,Greece,76,0,3,4477,1374,206 193 | 2020-08-01,Greece,110,0,0,4587,1374,206 194 | 2020-08-02,Greece,75,0,2,4662,1374,208 195 | 2020-08-03,Greece,75,0,1,4737,1374,209 196 | 2020-08-04,Greece,118,0,0,4855,1374,209 197 | 2020-08-05,Greece,119,0,1,4974,1374,210 198 | 2020-08-06,Greece,149,0,0,5123,1374,210 199 | 2020-08-07,Greece,147,0,0,5270,1374,210 200 | 2020-08-08,Greece,151,0,1,5421,1374,211 201 | 2020-08-09,Greece,202,-27,1,5623,1347,212 202 | 2020-08-10,Greece,126,0,1,5749,1347,213 203 | 2020-08-11,Greece,193,0,1,5942,1347,214 204 | 2020-08-12,Greece,235,0,2,6177,1347,216 205 | 2020-08-13,Greece,204,0,5,6381,1347,221 206 | 2020-08-14,Greece,251,0,2,6632,1347,223 207 | 2020-08-15,Greece,226,0,3,6858,1347,226 208 | 2020-08-16,Greece,217,0,2,7075,1347,228 209 | 2020-08-17,Greece,147,0,2,7222,1347,230 210 | 2020-08-18,Greece,250,0,2,7472,1347,232 211 | 2020-08-19,Greece,212,0,3,7684,1347,235 212 | 2020-08-20,Greece,250,0,0,7934,1347,235 213 | 2020-08-21,Greece,204,0,3,8138,1347,238 214 | 2020-08-22,Greece,243,0,2,8381,1347,240 215 | 2020-08-23,Greece,283,0,2,8664,1347,242 216 | 2020-08-24,Greece,155,0,0,8819,1347,242 217 | 2020-08-25,Greece,168,0,1,8987,1347,243 218 | 2020-08-26,Greece,293,0,5,9280,1347,248 219 | 2020-08-27,Greece,251,0,6,9531,1347,254 220 | 2020-08-28,Greece,269,0,5,9800,1347,259 221 | 2020-08-29,Greece,177,0,1,9977,1347,260 222 | 2020-08-30,Greece,157,0,2,10134,1347,262 223 | 2020-08-31,Greece,183,0,4,10317,1347,266 224 | 2020-09-01,Greece,207,0,5,10524,1347,271 225 | 2020-09-02,Greece,233,0,2,10757,1347,273 226 | 2020-09-03,Greece,241,0,5,10998,1347,278 227 | 2020-09-04,Greece,202,0,1,11200,1347,279 228 | 2020-09-05,Greece,186,0,1,11386,1347,280 229 | 2020-09-06,Greece,138,0,4,11524,1347,284 230 | 2020-09-07,Greece,139,0,5,11663,1347,289 231 | 2020-09-08,Greece,169,0,1,11832,1347,290 232 | 2020-09-09,Greece,248,0,3,12080,1347,293 233 | 2020-09-10,Greece,372,0,4,12452,1347,297 234 | 2020-09-11,Greece,282,0,3,12734,1347,300 235 | 2020-09-12,Greece,302,0,2,13036,1347,302 236 | 2020-09-13,Greece,204,0,3,13240,1347,305 237 | 2020-09-14,Greece,180,0,5,13420,1347,310 238 | 2020-09-15,Greece,310,0,3,13730,1347,313 239 | 2020-09-16,Greece,311,0,3,14041,1347,316 240 | 2020-09-17,Greece,359,0,9,14400,1347,325 241 | 2020-09-18,Greece,338,0,2,14738,1347,327 242 | 2020-09-19,Greece,240,0,4,14978,1347,331 243 | 2020-09-20,Greece,164,0,7,15142,1347,338 244 | 2020-09-21,Greece,453,0,6,15595,1347,344 245 | 2020-09-22,Greece,333,0,8,15928,1347,352 246 | 2020-09-23,Greece,358,0,5,16286,1347,357 247 | 2020-09-24,Greece,341,0,9,16627,1347,366 248 | 2020-09-25,Greece,286,0,3,16913,1347,369 249 | 2020-09-26,Greece,315,0,7,17228,1347,376 250 | 2020-09-27,Greece,216,0,3,17444,1347,379 251 | 2020-09-28,Greece,263,0,4,17707,1347,383 252 | 2020-09-29,Greece,416,0,5,18123,1347,388 253 | 2020-09-30,Greece,352,0,3,18475,1347,391 254 | 2020-10-01,Greece,411,0,2,18886,1347,393 255 | 2020-10-02,Greece,460,0,5,19346,1347,398 256 | 2020-10-03,Greece,267,0,7,19613,1347,405 257 | 2020-10-04,Greece,229,0,4,19842,1347,409 258 | 2020-10-05,Greece,300,0,8,20142,1347,417 259 | 2020-10-06,Greece,399,0,3,20541,1347,420 260 | 2020-10-07,Greece,406,0,4,20947,1347,424 261 | 2020-10-08,Greece,434,0,6,21381,1347,430 262 | 2020-10-09,Greece,391,0,1,21772,1347,431 263 | 2020-10-10,Greece,306,0,5,22078,1347,436 264 | 2020-10-11,Greece,280,0,13,22358,1347,449 265 | 2020-10-12,Greece,294,0,7,22652,1347,456 266 | 2020-10-13,Greece,408,0,6,23060,1347,462 267 | 2020-10-14,Greece,435,0,7,23495,1347,469 268 | 2020-10-15,Greece,452,0,13,23947,1347,482 269 | 2020-10-16,Greece,503,0,8,24450,1347,490 270 | 2020-10-17,Greece,482,0,10,24932,1347,500 271 | 2020-10-18,Greece,438,0,9,25370,1347,509 272 | 2020-10-19,Greece,432,0,11,25802,1347,520 273 | 2020-10-20,Greece,667,0,8,26469,1347,528 274 | 2020-10-21,Greece,865,0,6,27334,1347,534 275 | 2020-10-22,Greece,882,0,15,28216,1347,549 276 | 2020-10-23,Greece,841,0,10,29057,1347,559 277 | 2020-10-24,Greece,935,0,5,29992,1347,564 278 | 2020-10-25,Greece,790,0,10,30782,1347,574 279 | 2020-10-26,Greece,714,0,7,31496,1347,581 280 | 2020-10-27,Greece,1256,0,12,32752,1347,593 281 | 2020-10-28,Greece,1547,0,10,34299,1347,603 282 | 2020-10-29,Greece,1211,0,12,35510,1347,615 283 | -------------------------------------------------------------------------------- /data/input/countries/Cases_Jordan.csv: -------------------------------------------------------------------------------- 1 | Date,Country,Confirmed,Recovered,Deceased,Total_Confirmed,Total_Recovered,Total_Deceased 2 | 2020-01-23,Jordan,0,0,0,0,0,0 3 | 2020-01-24,Jordan,0,0,0,0,0,0 4 | 2020-01-25,Jordan,0,0,0,0,0,0 5 | 2020-01-26,Jordan,0,0,0,0,0,0 6 | 2020-01-27,Jordan,0,0,0,0,0,0 7 | 2020-01-28,Jordan,0,0,0,0,0,0 8 | 2020-01-29,Jordan,0,0,0,0,0,0 9 | 2020-01-30,Jordan,0,0,0,0,0,0 10 | 2020-01-31,Jordan,0,0,0,0,0,0 11 | 2020-02-01,Jordan,0,0,0,0,0,0 12 | 2020-02-02,Jordan,0,0,0,0,0,0 13 | 2020-02-03,Jordan,0,0,0,0,0,0 14 | 2020-02-04,Jordan,0,0,0,0,0,0 15 | 2020-02-05,Jordan,0,0,0,0,0,0 16 | 2020-02-06,Jordan,0,0,0,0,0,0 17 | 2020-02-07,Jordan,0,0,0,0,0,0 18 | 2020-02-08,Jordan,0,0,0,0,0,0 19 | 2020-02-09,Jordan,0,0,0,0,0,0 20 | 2020-02-10,Jordan,0,0,0,0,0,0 21 | 2020-02-11,Jordan,0,0,0,0,0,0 22 | 2020-02-12,Jordan,0,0,0,0,0,0 23 | 2020-02-13,Jordan,0,0,0,0,0,0 24 | 2020-02-14,Jordan,0,0,0,0,0,0 25 | 2020-02-15,Jordan,0,0,0,0,0,0 26 | 2020-02-16,Jordan,0,0,0,0,0,0 27 | 2020-02-17,Jordan,0,0,0,0,0,0 28 | 2020-02-18,Jordan,0,0,0,0,0,0 29 | 2020-02-19,Jordan,0,0,0,0,0,0 30 | 2020-02-20,Jordan,0,0,0,0,0,0 31 | 2020-02-21,Jordan,0,0,0,0,0,0 32 | 2020-02-22,Jordan,0,0,0,0,0,0 33 | 2020-02-23,Jordan,0,0,0,0,0,0 34 | 2020-02-24,Jordan,0,0,0,0,0,0 35 | 2020-02-25,Jordan,0,0,0,0,0,0 36 | 2020-02-26,Jordan,0,0,0,0,0,0 37 | 2020-02-27,Jordan,0,0,0,0,0,0 38 | 2020-02-28,Jordan,0,0,0,0,0,0 39 | 2020-02-29,Jordan,0,0,0,0,0,0 40 | 2020-03-01,Jordan,0,0,0,0,0,0 41 | 2020-03-02,Jordan,0,0,0,0,0,0 42 | 2020-03-03,Jordan,1,0,0,1,0,0 43 | 2020-03-04,Jordan,0,0,0,1,0,0 44 | 2020-03-05,Jordan,0,0,0,1,0,0 45 | 2020-03-06,Jordan,0,0,0,1,0,0 46 | 2020-03-07,Jordan,0,0,0,1,0,0 47 | 2020-03-08,Jordan,0,0,0,1,0,0 48 | 2020-03-09,Jordan,0,0,0,1,0,0 49 | 2020-03-10,Jordan,0,0,0,1,0,0 50 | 2020-03-11,Jordan,0,0,0,1,0,0 51 | 2020-03-12,Jordan,0,0,0,1,0,0 52 | 2020-03-13,Jordan,0,1,0,1,1,0 53 | 2020-03-14,Jordan,0,0,0,1,1,0 54 | 2020-03-15,Jordan,7,0,0,8,1,0 55 | 2020-03-16,Jordan,9,0,0,17,1,0 56 | 2020-03-17,Jordan,17,0,0,34,1,0 57 | 2020-03-18,Jordan,18,0,0,52,1,0 58 | 2020-03-19,Jordan,17,0,0,69,1,0 59 | 2020-03-20,Jordan,16,0,0,85,1,0 60 | 2020-03-21,Jordan,0,0,0,85,1,0 61 | 2020-03-22,Jordan,27,0,0,112,1,0 62 | 2020-03-23,Jordan,15,0,0,127,1,0 63 | 2020-03-24,Jordan,27,0,0,154,1,0 64 | 2020-03-25,Jordan,18,0,0,172,1,0 65 | 2020-03-26,Jordan,40,0,0,212,1,0 66 | 2020-03-27,Jordan,23,17,1,235,18,1 67 | 2020-03-28,Jordan,11,0,0,246,18,1 68 | 2020-03-29,Jordan,13,0,2,259,18,3 69 | 2020-03-30,Jordan,9,8,2,268,26,5 70 | 2020-03-31,Jordan,6,4,0,274,30,5 71 | 2020-04-01,Jordan,4,6,0,278,36,5 72 | 2020-04-02,Jordan,21,9,0,299,45,5 73 | 2020-04-03,Jordan,11,13,0,310,58,5 74 | 2020-04-04,Jordan,13,16,0,323,74,5 75 | 2020-04-05,Jordan,22,36,0,345,110,5 76 | 2020-04-06,Jordan,4,16,1,349,126,6 77 | 2020-04-07,Jordan,4,12,0,353,138,6 78 | 2020-04-08,Jordan,5,12,0,358,150,6 79 | 2020-04-09,Jordan,14,11,1,372,161,7 80 | 2020-04-10,Jordan,0,9,0,372,170,7 81 | 2020-04-11,Jordan,9,7,0,381,177,7 82 | 2020-04-12,Jordan,8,24,0,389,201,7 83 | 2020-04-13,Jordan,2,14,0,391,215,7 84 | 2020-04-14,Jordan,6,20,0,397,235,7 85 | 2020-04-15,Jordan,4,15,0,401,250,7 86 | 2020-04-16,Jordan,1,9,0,402,259,7 87 | 2020-04-17,Jordan,5,6,0,407,265,7 88 | 2020-04-18,Jordan,6,4,0,413,269,7 89 | 2020-04-19,Jordan,4,7,0,417,276,7 90 | 2020-04-20,Jordan,8,6,0,425,282,7 91 | 2020-04-21,Jordan,3,15,0,428,297,7 92 | 2020-04-22,Jordan,7,18,0,435,315,7 93 | 2020-04-23,Jordan,2,3,0,437,318,7 94 | 2020-04-24,Jordan,4,8,0,441,326,7 95 | 2020-04-25,Jordan,3,6,0,444,332,7 96 | 2020-04-26,Jordan,3,5,0,447,337,7 97 | 2020-04-27,Jordan,2,5,0,449,342,7 98 | 2020-04-28,Jordan,0,6,1,449,348,8 99 | 2020-04-29,Jordan,2,8,0,451,356,8 100 | 2020-04-30,Jordan,2,6,0,453,362,8 101 | 2020-05-01,Jordan,6,2,0,459,364,8 102 | 2020-05-02,Jordan,1,3,1,460,367,9 103 | 2020-05-03,Jordan,1,0,0,461,367,9 104 | 2020-05-04,Jordan,4,3,0,465,370,9 105 | 2020-05-05,Jordan,6,5,0,471,375,9 106 | 2020-05-06,Jordan,2,2,0,473,377,9 107 | 2020-05-07,Jordan,21,4,0,494,381,9 108 | 2020-05-08,Jordan,14,4,0,508,385,9 109 | 2020-05-09,Jordan,14,2,0,522,387,9 110 | 2020-05-10,Jordan,18,2,0,540,389,9 111 | 2020-05-11,Jordan,22,1,0,562,390,9 112 | 2020-05-12,Jordan,14,0,0,576,390,9 113 | 2020-05-13,Jordan,6,2,0,582,392,9 114 | 2020-05-14,Jordan,4,1,0,586,393,9 115 | 2020-05-15,Jordan,10,8,0,596,401,9 116 | 2020-05-16,Jordan,11,3,0,607,404,9 117 | 2020-05-17,Jordan,6,4,0,613,408,9 118 | 2020-05-18,Jordan,16,5,0,629,413,9 119 | 2020-05-19,Jordan,20,4,0,649,417,9 120 | 2020-05-20,Jordan,23,29,0,672,446,9 121 | 2020-05-21,Jordan,12,11,0,684,457,9 122 | 2020-05-22,Jordan,16,4,0,700,461,9 123 | 2020-05-23,Jordan,4,9,0,704,470,9 124 | 2020-05-24,Jordan,4,1,0,708,471,9 125 | 2020-05-25,Jordan,3,8,0,711,479,9 126 | 2020-05-26,Jordan,7,107,0,718,586,9 127 | 2020-05-27,Jordan,2,0,0,720,586,9 128 | 2020-05-28,Jordan,8,-89,0,728,497,9 129 | 2020-05-29,Jordan,2,10,0,730,507,9 130 | 2020-05-30,Jordan,4,0,0,734,507,9 131 | 2020-05-31,Jordan,5,15,0,739,522,9 132 | 2020-06-01,Jordan,7,13,0,746,535,9 133 | 2020-06-02,Jordan,9,14,0,755,549,9 134 | 2020-06-03,Jordan,2,12,0,757,561,9 135 | 2020-06-04,Jordan,8,5,0,765,566,9 136 | 2020-06-05,Jordan,19,5,0,784,571,9 137 | 2020-06-06,Jordan,11,15,0,795,586,9 138 | 2020-06-07,Jordan,13,21,0,808,607,9 139 | 2020-06-08,Jordan,23,20,0,831,627,9 140 | 2020-06-09,Jordan,14,30,0,845,657,9 141 | 2020-06-10,Jordan,18,6,0,863,663,9 142 | 2020-06-11,Jordan,27,7,0,890,670,9 143 | 2020-06-12,Jordan,25,1,0,915,671,9 144 | 2020-06-13,Jordan,38,7,0,953,678,9 145 | 2020-06-14,Jordan,8,4,0,961,682,9 146 | 2020-06-15,Jordan,18,10,0,979,692,9 147 | 2020-06-16,Jordan,2,1,0,981,693,9 148 | 2020-06-17,Jordan,6,0,0,987,693,9 149 | 2020-06-18,Jordan,14,4,0,1001,697,9 150 | 2020-06-19,Jordan,7,11,0,1008,708,9 151 | 2020-06-20,Jordan,7,14,0,1015,722,9 152 | 2020-06-21,Jordan,18,17,0,1033,739,9 153 | 2020-06-22,Jordan,9,12,0,1042,751,9 154 | 2020-06-23,Jordan,5,21,0,1047,772,9 155 | 2020-06-24,Jordan,24,10,0,1071,782,9 156 | 2020-06-25,Jordan,15,15,0,1086,797,9 157 | 2020-06-26,Jordan,18,33,0,1104,830,9 158 | 2020-06-27,Jordan,7,11,0,1111,841,9 159 | 2020-06-28,Jordan,10,19,0,1121,860,9 160 | 2020-06-29,Jordan,7,7,0,1128,867,9 161 | 2020-06-30,Jordan,4,15,0,1132,882,9 162 | 2020-07-01,Jordan,1,4,0,1133,886,9 163 | 2020-07-02,Jordan,3,3,0,1136,889,9 164 | 2020-07-03,Jordan,11,8,1,1147,897,10 165 | 2020-07-04,Jordan,3,5,0,1150,902,10 166 | 2020-07-05,Jordan,14,40,0,1164,942,10 167 | 2020-07-06,Jordan,3,15,0,1167,957,10 168 | 2020-07-07,Jordan,2,12,0,1169,969,10 169 | 2020-07-08,Jordan,0,8,0,1169,977,10 170 | 2020-07-09,Jordan,0,5,0,1169,982,10 171 | 2020-07-10,Jordan,4,4,0,1173,986,10 172 | 2020-07-11,Jordan,3,5,0,1176,991,10 173 | 2020-07-12,Jordan,3,6,0,1179,997,10 174 | 2020-07-13,Jordan,4,11,0,1183,1008,10 175 | 2020-07-14,Jordan,15,5,0,1198,1013,10 176 | 2020-07-15,Jordan,3,3,0,1201,1016,10 177 | 2020-07-16,Jordan,5,3,0,1206,1019,10 178 | 2020-07-17,Jordan,3,2,0,1209,1021,10 179 | 2020-07-18,Jordan,5,1,1,1214,1022,11 180 | 2020-07-19,Jordan,4,2,0,1218,1024,11 181 | 2020-07-20,Jordan,5,4,0,1223,1028,11 182 | 2020-07-21,Jordan,-110,6,0,1113,1034,11 183 | 2020-07-22,Jordan,7,1,0,1120,1035,11 184 | 2020-07-23,Jordan,11,0,0,1131,1035,11 185 | 2020-07-24,Jordan,15,0,0,1146,1035,11 186 | 2020-07-25,Jordan,8,1,0,1154,1036,11 187 | 2020-07-26,Jordan,14,5,0,1168,1041,11 188 | 2020-07-27,Jordan,8,0,0,1176,1041,11 189 | 2020-07-28,Jordan,6,1,0,1182,1042,11 190 | 2020-07-29,Jordan,5,7,0,1187,1049,11 191 | 2020-07-30,Jordan,4,23,0,1191,1072,11 192 | 2020-07-31,Jordan,2,12,0,1193,1084,11 193 | 2020-08-01,Jordan,15,10,0,1208,1094,11 194 | 2020-08-02,Jordan,5,5,0,1213,1099,11 195 | 2020-08-03,Jordan,5,32,0,1218,1131,11 196 | 2020-08-04,Jordan,6,24,0,1224,1155,11 197 | 2020-08-05,Jordan,7,5,0,1231,1160,11 198 | 2020-08-06,Jordan,1,11,0,1232,1171,11 199 | 2020-08-07,Jordan,5,7,0,1237,1178,11 200 | 2020-08-08,Jordan,9,0,0,1246,1178,11 201 | 2020-08-09,Jordan,6,9,0,1252,1187,11 202 | 2020-08-10,Jordan,16,0,0,1268,1187,11 203 | 2020-08-11,Jordan,15,2,0,1283,1189,11 204 | 2020-08-12,Jordan,20,26,0,1303,1215,11 205 | 2020-08-13,Jordan,17,7,0,1320,1222,11 206 | 2020-08-14,Jordan,9,7,0,1329,1229,11 207 | 2020-08-15,Jordan,10,0,0,1339,1229,11 208 | 2020-08-16,Jordan,39,7,0,1378,1236,11 209 | 2020-08-17,Jordan,20,5,0,1398,1241,11 210 | 2020-08-18,Jordan,40,2,0,1438,1243,11 211 | 2020-08-19,Jordan,44,16,0,1482,1259,11 212 | 2020-08-20,Jordan,16,2,0,1498,1261,11 213 | 2020-08-21,Jordan,34,1,0,1532,1262,11 214 | 2020-08-22,Jordan,44,6,0,1576,1268,11 215 | 2020-08-23,Jordan,33,52,1,1609,1320,12 216 | 2020-08-24,Jordan,30,15,2,1639,1335,14 217 | 2020-08-25,Jordan,77,9,0,1716,1344,14 218 | 2020-08-26,Jordan,40,11,1,1756,1355,15 219 | 2020-08-27,Jordan,45,9,0,1801,1364,15 220 | 2020-08-28,Jordan,68,3,0,1869,1367,15 221 | 2020-08-29,Jordan,24,80,0,1893,1447,15 222 | 2020-08-30,Jordan,73,21,0,1966,1468,15 223 | 2020-08-31,Jordan,68,40,0,2034,1508,15 224 | 2020-09-01,Jordan,63,56,0,2097,1564,15 225 | 2020-09-02,Jordan,64,46,0,2161,1610,15 226 | 2020-09-03,Jordan,72,38,0,2233,1648,15 227 | 2020-09-04,Jordan,68,28,1,2301,1676,16 228 | 2020-09-05,Jordan,52,24,0,2353,1700,16 229 | 2020-09-06,Jordan,58,56,0,2411,1756,16 230 | 2020-09-07,Jordan,67,61,1,2478,1817,17 231 | 2020-09-08,Jordan,103,68,2,2581,1885,19 232 | 2020-09-09,Jordan,78,34,0,2659,1919,19 233 | 2020-09-10,Jordan,80,62,1,2739,1981,20 234 | 2020-09-11,Jordan,206,103,1,2945,2084,21 235 | 2020-09-12,Jordan,117,72,1,3062,2156,22 236 | 2020-09-13,Jordan,252,50,2,3314,2206,24 237 | 2020-09-14,Jordan,214,49,2,3528,2255,26 238 | 2020-09-15,Jordan,149,56,0,3677,2311,26 239 | 2020-09-16,Jordan,175,38,0,3852,2349,26 240 | 2020-09-17,Jordan,279,66,0,4131,2415,26 241 | 2020-09-18,Jordan,213,96,3,4344,2511,29 242 | 2020-09-19,Jordan,196,161,1,4540,2672,30 243 | 2020-09-20,Jordan,239,172,0,4779,2844,30 244 | 2020-09-21,Jordan,266,683,2,5045,3527,32 245 | 2020-09-22,Jordan,634,180,1,5679,3707,33 246 | 2020-09-23,Jordan,363,105,2,6042,3812,35 247 | 2020-09-24,Jordan,549,125,1,6591,3937,36 248 | 2020-09-25,Jordan,620,98,3,7211,4035,39 249 | 2020-09-26,Jordan,850,96,4,8061,4131,43 250 | 2020-09-27,Jordan,431,91,2,8492,4222,45 251 | 2020-09-28,Jordan,734,137,6,9226,4359,51 252 | 2020-09-29,Jordan,823,137,6,10049,4496,57 253 | 2020-09-30,Jordan,1776,130,4,11825,4626,61 254 | 2020-10-01,Jordan,1276,126,8,13101,4752,69 255 | 2020-10-02,Jordan,549,177,10,13650,4929,79 256 | 2020-10-03,Jordan,1099,172,9,14749,5101,88 257 | 2020-10-04,Jordan,891,139,13,15640,5240,101 258 | 2020-10-05,Jordan,1824,52,9,17464,5292,110 259 | 2020-10-06,Jordan,1537,94,12,19001,5386,122 260 | 2020-10-07,Jordan,1199,189,9,20200,5575,131 261 | 2020-10-08,Jordan,1317,202,13,21517,5777,144 262 | 2020-10-09,Jordan,1246,129,22,22763,5906,166 263 | 2020-10-10,Jordan,1235,139,15,23998,6045,181 264 | 2020-10-11,Jordan,928,56,10,24926,6101,191 265 | 2020-10-12,Jordan,1147,118,16,26073,6219,207 266 | 2020-10-13,Jordan,2054,142,18,28127,6361,225 267 | 2020-10-14,Jordan,2423,105,32,30550,6466,257 268 | 2020-10-15,Jordan,2459,99,25,33009,6565,282 269 | 2020-10-16,Jordan,1539,127,28,34548,6692,310 270 | 2020-10-17,Jordan,1505,81,20,36053,6773,330 271 | 2020-10-18,Jordan,1520,139,15,37573,6912,345 272 | 2020-10-19,Jordan,1364,94,35,38937,7006,380 273 | 2020-10-20,Jordan,2035,117,34,40972,7123,414 274 | 2020-10-21,Jordan,2648,100,29,43620,7223,443 275 | 2020-10-22,Jordan,2821,117,38,46441,7340,481 276 | 2020-10-23,Jordan,2489,109,27,48930,7449,508 277 | 2020-10-24,Jordan,1820,59,32,50750,7508,540 278 | 2020-10-25,Jordan,2337,0,39,53087,7508,579 279 | 2020-10-26,Jordan,1968,0,45,55055,7508,624 280 | 2020-10-27,Jordan,3800,0,44,58855,7508,668 281 | 2020-10-28,Jordan,3087,0,32,61942,7508,700 282 | 2020-10-29,Jordan,3443,0,40,65385,7508,740 283 | -------------------------------------------------------------------------------- /data/input/countries/Cases_Kenya.csv: -------------------------------------------------------------------------------- 1 | Date,Country,Confirmed,Recovered,Deceased,Total_Confirmed,Total_Recovered,Total_Deceased 2 | 2020-01-23,Kenya,0,0,0,0,0,0 3 | 2020-01-24,Kenya,0,0,0,0,0,0 4 | 2020-01-25,Kenya,0,0,0,0,0,0 5 | 2020-01-26,Kenya,0,0,0,0,0,0 6 | 2020-01-27,Kenya,0,0,0,0,0,0 7 | 2020-01-28,Kenya,0,0,0,0,0,0 8 | 2020-01-29,Kenya,0,0,0,0,0,0 9 | 2020-01-30,Kenya,0,0,0,0,0,0 10 | 2020-01-31,Kenya,0,0,0,0,0,0 11 | 2020-02-01,Kenya,0,0,0,0,0,0 12 | 2020-02-02,Kenya,0,0,0,0,0,0 13 | 2020-02-03,Kenya,0,0,0,0,0,0 14 | 2020-02-04,Kenya,0,0,0,0,0,0 15 | 2020-02-05,Kenya,0,0,0,0,0,0 16 | 2020-02-06,Kenya,0,0,0,0,0,0 17 | 2020-02-07,Kenya,0,0,0,0,0,0 18 | 2020-02-08,Kenya,0,0,0,0,0,0 19 | 2020-02-09,Kenya,0,0,0,0,0,0 20 | 2020-02-10,Kenya,0,0,0,0,0,0 21 | 2020-02-11,Kenya,0,0,0,0,0,0 22 | 2020-02-12,Kenya,0,0,0,0,0,0 23 | 2020-02-13,Kenya,0,0,0,0,0,0 24 | 2020-02-14,Kenya,0,0,0,0,0,0 25 | 2020-02-15,Kenya,0,0,0,0,0,0 26 | 2020-02-16,Kenya,0,0,0,0,0,0 27 | 2020-02-17,Kenya,0,0,0,0,0,0 28 | 2020-02-18,Kenya,0,0,0,0,0,0 29 | 2020-02-19,Kenya,0,0,0,0,0,0 30 | 2020-02-20,Kenya,0,0,0,0,0,0 31 | 2020-02-21,Kenya,0,0,0,0,0,0 32 | 2020-02-22,Kenya,0,0,0,0,0,0 33 | 2020-02-23,Kenya,0,0,0,0,0,0 34 | 2020-02-24,Kenya,0,0,0,0,0,0 35 | 2020-02-25,Kenya,0,0,0,0,0,0 36 | 2020-02-26,Kenya,0,0,0,0,0,0 37 | 2020-02-27,Kenya,0,0,0,0,0,0 38 | 2020-02-28,Kenya,0,0,0,0,0,0 39 | 2020-02-29,Kenya,0,0,0,0,0,0 40 | 2020-03-01,Kenya,0,0,0,0,0,0 41 | 2020-03-02,Kenya,0,0,0,0,0,0 42 | 2020-03-03,Kenya,0,0,0,0,0,0 43 | 2020-03-04,Kenya,0,0,0,0,0,0 44 | 2020-03-05,Kenya,0,0,0,0,0,0 45 | 2020-03-06,Kenya,0,0,0,0,0,0 46 | 2020-03-07,Kenya,0,0,0,0,0,0 47 | 2020-03-08,Kenya,0,0,0,0,0,0 48 | 2020-03-09,Kenya,0,0,0,0,0,0 49 | 2020-03-10,Kenya,0,0,0,0,0,0 50 | 2020-03-11,Kenya,0,0,0,0,0,0 51 | 2020-03-12,Kenya,0,0,0,0,0,0 52 | 2020-03-13,Kenya,1,0,0,1,0,0 53 | 2020-03-14,Kenya,0,0,0,1,0,0 54 | 2020-03-15,Kenya,2,0,0,3,0,0 55 | 2020-03-16,Kenya,0,0,0,3,0,0 56 | 2020-03-17,Kenya,0,0,0,3,0,0 57 | 2020-03-18,Kenya,0,0,0,3,0,0 58 | 2020-03-19,Kenya,4,0,0,7,0,0 59 | 2020-03-20,Kenya,0,0,0,7,0,0 60 | 2020-03-21,Kenya,0,0,0,7,0,0 61 | 2020-03-22,Kenya,8,0,0,15,0,0 62 | 2020-03-23,Kenya,1,0,0,16,0,0 63 | 2020-03-24,Kenya,9,0,0,25,0,0 64 | 2020-03-25,Kenya,3,1,0,28,1,0 65 | 2020-03-26,Kenya,3,0,1,31,1,1 66 | 2020-03-27,Kenya,0,0,0,31,1,1 67 | 2020-03-28,Kenya,7,0,0,38,1,1 68 | 2020-03-29,Kenya,4,0,0,42,1,1 69 | 2020-03-30,Kenya,8,0,0,50,1,1 70 | 2020-03-31,Kenya,9,0,0,59,1,1 71 | 2020-04-01,Kenya,22,2,0,81,3,1 72 | 2020-04-02,Kenya,29,1,2,110,4,3 73 | 2020-04-03,Kenya,12,0,1,122,4,4 74 | 2020-04-04,Kenya,4,0,0,126,4,4 75 | 2020-04-05,Kenya,16,0,0,142,4,4 76 | 2020-04-06,Kenya,16,0,2,158,4,6 77 | 2020-04-07,Kenya,14,3,0,172,7,6 78 | 2020-04-08,Kenya,7,2,0,179,9,6 79 | 2020-04-09,Kenya,5,3,1,184,12,7 80 | 2020-04-10,Kenya,5,10,0,189,22,7 81 | 2020-04-11,Kenya,2,2,0,191,24,7 82 | 2020-04-12,Kenya,6,1,1,197,25,8 83 | 2020-04-13,Kenya,11,15,1,208,40,9 84 | 2020-04-14,Kenya,8,1,0,216,41,9 85 | 2020-04-15,Kenya,9,12,1,225,53,10 86 | 2020-04-16,Kenya,9,0,1,234,53,11 87 | 2020-04-17,Kenya,12,0,0,246,53,11 88 | 2020-04-18,Kenya,16,7,1,262,60,12 89 | 2020-04-19,Kenya,8,7,2,270,67,14 90 | 2020-04-20,Kenya,11,2,0,281,69,14 91 | 2020-04-21,Kenya,15,5,0,296,74,14 92 | 2020-04-22,Kenya,7,0,0,303,74,14 93 | 2020-04-23,Kenya,17,15,0,320,89,14 94 | 2020-04-24,Kenya,16,5,0,336,94,14 95 | 2020-04-25,Kenya,7,4,0,343,98,14 96 | 2020-04-26,Kenya,12,8,0,355,106,14 97 | 2020-04-27,Kenya,8,8,0,363,114,14 98 | 2020-04-28,Kenya,11,10,0,374,124,14 99 | 2020-04-29,Kenya,10,5,1,384,129,15 100 | 2020-04-30,Kenya,12,15,2,396,144,17 101 | 2020-05-01,Kenya,15,6,4,411,150,21 102 | 2020-05-02,Kenya,24,2,1,435,152,22 103 | 2020-05-03,Kenya,30,15,2,465,167,24 104 | 2020-05-04,Kenya,25,6,0,490,173,24 105 | 2020-05-05,Kenya,45,9,0,535,182,24 106 | 2020-05-06,Kenya,47,8,2,582,190,26 107 | 2020-05-07,Kenya,25,7,3,607,197,29 108 | 2020-05-08,Kenya,14,5,0,621,202,29 109 | 2020-05-09,Kenya,28,5,1,649,207,30 110 | 2020-05-10,Kenya,23,32,2,672,239,32 111 | 2020-05-11,Kenya,28,12,1,700,251,33 112 | 2020-05-12,Kenya,15,8,3,715,259,36 113 | 2020-05-13,Kenya,22,22,4,737,281,40 114 | 2020-05-14,Kenya,21,3,2,758,284,42 115 | 2020-05-15,Kenya,23,0,3,781,284,45 116 | 2020-05-16,Kenya,49,17,5,830,301,50 117 | 2020-05-17,Kenya,57,12,0,887,313,50 118 | 2020-05-18,Kenya,25,23,0,912,336,50 119 | 2020-05-19,Kenya,51,22,0,963,358,50 120 | 2020-05-20,Kenya,66,8,0,1029,366,50 121 | 2020-05-21,Kenya,80,9,0,1109,375,50 122 | 2020-05-22,Kenya,52,5,0,1161,380,50 123 | 2020-05-23,Kenya,31,0,0,1192,380,50 124 | 2020-05-24,Kenya,22,3,1,1214,383,51 125 | 2020-05-25,Kenya,72,19,1,1286,402,52 126 | 2020-05-26,Kenya,62,3,0,1348,405,52 127 | 2020-05-27,Kenya,123,3,3,1471,408,55 128 | 2020-05-28,Kenya,147,13,3,1618,421,58 129 | 2020-05-29,Kenya,127,17,4,1745,438,62 130 | 2020-05-30,Kenya,143,26,1,1888,464,63 131 | 2020-05-31,Kenya,74,14,1,1962,478,64 132 | 2020-06-01,Kenya,59,4,5,2021,482,69 133 | 2020-06-02,Kenya,72,17,2,2093,499,71 134 | 2020-06-03,Kenya,123,54,3,2216,553,74 135 | 2020-06-04,Kenya,124,39,4,2340,592,78 136 | 2020-06-05,Kenya,134,51,1,2474,643,79 137 | 2020-06-06,Kenya,126,63,4,2600,706,83 138 | 2020-06-07,Kenya,167,46,1,2767,752,84 139 | 2020-06-08,Kenya,105,97,1,2872,849,85 140 | 2020-06-09,Kenya,117,24,3,2989,873,88 141 | 2020-06-10,Kenya,105,175,1,3094,1048,89 142 | 2020-06-11,Kenya,121,44,3,3215,1092,92 143 | 2020-06-12,Kenya,90,72,4,3305,1164,96 144 | 2020-06-13,Kenya,152,57,4,3457,1221,100 145 | 2020-06-14,Kenya,137,32,3,3594,1253,103 146 | 2020-06-15,Kenya,133,33,1,3727,1286,104 147 | 2020-06-16,Kenya,133,42,1,3860,1328,105 148 | 2020-06-17,Kenya,184,25,2,4044,1353,107 149 | 2020-06-18,Kenya,213,106,10,4257,1459,117 150 | 2020-06-19,Kenya,117,91,2,4374,1550,119 151 | 2020-06-20,Kenya,104,36,2,4478,1586,121 152 | 2020-06-21,Kenya,260,21,2,4738,1607,123 153 | 2020-06-22,Kenya,59,73,2,4797,1680,125 154 | 2020-06-23,Kenya,155,102,3,4952,1782,128 155 | 2020-06-24,Kenya,254,41,2,5206,1823,130 156 | 2020-06-25,Kenya,178,34,2,5384,1857,132 157 | 2020-06-26,Kenya,149,48,5,5533,1905,137 158 | 2020-06-27,Kenya,278,31,4,5811,1936,141 159 | 2020-06-28,Kenya,259,35,2,6070,1971,143 160 | 2020-06-29,Kenya,120,42,1,6190,2013,144 161 | 2020-06-30,Kenya,176,26,4,6366,2039,148 162 | 2020-07-01,Kenya,307,50,1,6673,2089,149 163 | 2020-07-02,Kenya,268,20,3,6941,2109,152 164 | 2020-07-03,Kenya,247,39,2,7188,2148,154 165 | 2020-07-04,Kenya,389,88,5,7577,2236,159 166 | 2020-07-05,Kenya,309,51,1,7886,2287,160 167 | 2020-07-06,Kenya,181,127,4,8067,2414,164 168 | 2020-07-07,Kenya,183,90,3,8250,2504,167 169 | 2020-07-08,Kenya,278,89,2,8528,2593,169 170 | 2020-07-09,Kenya,447,64,4,8975,2657,173 171 | 2020-07-10,Kenya,473,76,8,9448,2733,181 172 | 2020-07-11,Kenya,278,99,3,9726,2832,184 173 | 2020-07-12,Kenya,379,49,1,10105,2881,185 174 | 2020-07-13,Kenya,189,65,12,10294,2946,197 175 | 2020-07-14,Kenya,497,71,5,10791,3017,202 176 | 2020-07-15,Kenya,461,51,7,11252,3068,209 177 | 2020-07-16,Kenya,421,570,8,11673,3638,217 178 | 2020-07-17,Kenya,389,345,5,12062,3983,222 179 | 2020-07-18,Kenya,688,457,3,12750,4440,225 180 | 2020-07-19,Kenya,603,682,9,13353,5122,234 181 | 2020-07-20,Kenya,418,494,4,13771,5616,238 182 | 2020-07-21,Kenya,397,642,12,14168,6258,250 183 | 2020-07-22,Kenya,637,499,10,14805,6757,260 184 | 2020-07-23,Kenya,796,378,3,15601,7135,263 185 | 2020-07-24,Kenya,667,311,11,16268,7446,274 186 | 2020-07-25,Kenya,375,128,4,16643,7574,278 187 | 2020-07-26,Kenya,960,169,2,17603,7743,280 188 | 2020-07-27,Kenya,372,90,5,17975,7833,285 189 | 2020-07-28,Kenya,606,75,14,18581,7908,299 190 | 2020-07-29,Kenya,544,113,12,19125,8021,311 191 | 2020-07-30,Kenya,788,100,14,19913,8121,325 192 | 2020-07-31,Kenya,723,44,16,20636,8165,341 193 | 2020-08-01,Kenya,727,254,23,21363,8419,364 194 | 2020-08-02,Kenya,690,58,5,22053,8477,369 195 | 2020-08-03,Kenya,544,263,13,22597,8740,382 196 | 2020-08-04,Kenya,605,587,6,23202,9327,388 197 | 2020-08-05,Kenya,671,603,3,23873,9930,391 198 | 2020-08-06,Kenya,538,514,8,24411,10444,399 199 | 2020-08-07,Kenya,727,674,14,25138,11118,413 200 | 2020-08-08,Kenya,699,781,5,25837,11899,418 201 | 2020-08-09,Kenya,599,1062,2,26436,12961,420 202 | 2020-08-10,Kenya,492,534,3,26928,13495,423 203 | 2020-08-11,Kenya,497,372,15,27425,13867,438 204 | 2020-08-12,Kenya,679,743,18,28104,14610,456 205 | 2020-08-13,Kenya,650,490,4,28754,15100,460 206 | 2020-08-14,Kenya,580,198,5,29334,15298,465 207 | 2020-08-15,Kenya,515,672,7,29849,15970,472 208 | 2020-08-16,Kenya,271,686,2,30120,16656,474 209 | 2020-08-17,Kenya,245,504,8,30365,17160,482 210 | 2020-08-18,Kenya,271,208,5,30636,17368,487 211 | 2020-08-19,Kenya,379,244,19,31015,17612,506 212 | 2020-08-20,Kenya,426,257,10,31441,17869,516 213 | 2020-08-21,Kenya,322,288,16,31763,18157,532 214 | 2020-08-22,Kenya,355,296,10,32118,18453,542 215 | 2020-08-23,Kenya,246,217,6,32364,18670,548 216 | 2020-08-24,Kenya,193,225,6,32557,18895,554 217 | 2020-08-25,Kenya,246,160,5,32803,19055,559 218 | 2020-08-26,Kenya,213,241,5,33016,19296,564 219 | 2020-08-27,Kenya,373,72,3,33389,19368,567 220 | 2020-08-28,Kenya,241,66,0,33630,19434,567 221 | 2020-08-29,Kenya,164,156,5,33794,19590,572 222 | 2020-08-30,Kenya,263,98,2,34057,19688,574 223 | 2020-08-31,Kenya,144,205,3,34201,19893,577 224 | 2020-09-01,Kenya,114,318,0,34315,20211,577 225 | 2020-09-02,Kenya,178,0,4,34493,20211,581 226 | 2020-09-03,Kenya,212,433,4,34705,20644,585 227 | 2020-09-04,Kenya,179,415,4,34884,21059,589 228 | 2020-09-05,Kenya,136,99,5,35020,21158,594 229 | 2020-09-06,Kenya,83,72,3,35103,21230,597 230 | 2020-09-07,Kenya,102,80,2,35205,21310,599 231 | 2020-09-08,Kenya,151,173,0,35356,21483,599 232 | 2020-09-09,Kenya,104,74,8,35460,21557,607 233 | 2020-09-10,Kenya,143,490,5,35603,22047,612 234 | 2020-09-11,Kenya,190,395,4,35793,22442,616 235 | 2020-09-12,Kenya,176,329,3,35969,22771,619 236 | 2020-09-13,Kenya,188,296,3,36157,23067,622 237 | 2020-09-14,Kenya,48,176,2,36205,23243,624 238 | 2020-09-15,Kenya,96,121,10,36301,23364,634 239 | 2020-09-16,Kenya,0,0,0,36301,23364,634 240 | 2020-09-17,Kenya,275,247,8,36576,23611,642 241 | 2020-09-18,Kenya,148,98,4,36724,23709,646 242 | 2020-09-19,Kenya,105,68,0,36829,23777,646 243 | 2020-09-20,Kenya,152,110,2,36981,23887,648 244 | 2020-09-21,Kenya,98,62,2,37079,23949,650 245 | 2020-09-22,Kenya,139,198,9,37218,24147,659 246 | 2020-09-23,Kenya,130,106,5,37348,24253,664 247 | 2020-09-24,Kenya,141,81,5,37489,24334,669 248 | 2020-09-25,Kenya,218,170,13,37707,24504,682 249 | 2020-09-26,Kenya,164,77,7,37871,24581,689 250 | 2020-09-27,Kenya,244,40,2,38115,24621,691 251 | 2020-09-28,Kenya,53,60,9,38168,24681,700 252 | 2020-09-29,Kenya,210,59,7,38378,24740,707 253 | 2020-09-30,Kenya,151,168,4,38529,24908,711 254 | 2020-10-01,Kenya,184,0,0,38713,24908,711 255 | 2020-10-02,Kenya,210,206,14,38923,25114,725 256 | 2020-10-03,Kenya,261,312,3,39184,25426,728 257 | 2020-10-04,Kenya,243,233,3,39427,25659,731 258 | 2020-10-05,Kenya,22,1376,4,39449,27035,735 259 | 2020-10-06,Kenya,137,296,8,39586,27331,743 260 | 2020-10-07,Kenya,321,4328,5,39907,31659,748 261 | 2020-10-08,Kenya,271,51,3,40178,31710,751 262 | 2020-10-09,Kenya,442,166,4,40620,31876,755 263 | 2020-10-10,Kenya,538,0,5,41158,31876,760 264 | 2020-10-11,Kenya,388,124,6,41546,32000,766 265 | 2020-10-12,Kenya,73,0,11,41619,32000,777 266 | 2020-10-13,Kenya,318,-660,10,41937,31340,787 267 | 2020-10-14,Kenya,604,88,10,42541,31428,797 268 | 2020-10-15,Kenya,602,80,8,43143,31508,805 269 | 2020-10-16,Kenya,437,140,8,43580,31648,813 270 | 2020-10-17,Kenya,616,104,12,44196,31752,825 271 | 2020-10-18,Kenya,685,105,7,44881,31857,832 272 | 2020-10-19,Kenya,195,227,7,45076,32084,839 273 | 2020-10-20,Kenya,571,438,3,45647,32522,842 274 | 2020-10-21,Kenya,497,238,16,46144,32760,858 275 | 2020-10-22,Kenya,1068,290,12,47212,33050,870 276 | 2020-10-23,Kenya,631,371,14,47843,33421,884 277 | 2020-10-24,Kenya,947,455,12,48790,33876,896 278 | 2020-10-25,Kenya,931,333,6,49721,34209,902 279 | 2020-10-26,Kenya,276,220,18,49997,34429,920 280 | 2020-10-27,Kenya,836,403,14,50833,34832,934 281 | 2020-10-28,Kenya,1018,426,0,51851,35258,934 282 | 2020-10-29,Kenya,761,346,30,52612,35604,964 283 | -------------------------------------------------------------------------------- /data/input/countries/Cases_Libya.csv: -------------------------------------------------------------------------------- 1 | Date,Country,Confirmed,Recovered,Deceased,Total_Confirmed,Total_Recovered,Total_Deceased 2 | 2020-01-23,Libya,0,0,0,0,0,0 3 | 2020-01-24,Libya,0,0,0,0,0,0 4 | 2020-01-25,Libya,0,0,0,0,0,0 5 | 2020-01-26,Libya,0,0,0,0,0,0 6 | 2020-01-27,Libya,0,0,0,0,0,0 7 | 2020-01-28,Libya,0,0,0,0,0,0 8 | 2020-01-29,Libya,0,0,0,0,0,0 9 | 2020-01-30,Libya,0,0,0,0,0,0 10 | 2020-01-31,Libya,0,0,0,0,0,0 11 | 2020-02-01,Libya,0,0,0,0,0,0 12 | 2020-02-02,Libya,0,0,0,0,0,0 13 | 2020-02-03,Libya,0,0,0,0,0,0 14 | 2020-02-04,Libya,0,0,0,0,0,0 15 | 2020-02-05,Libya,0,0,0,0,0,0 16 | 2020-02-06,Libya,0,0,0,0,0,0 17 | 2020-02-07,Libya,0,0,0,0,0,0 18 | 2020-02-08,Libya,0,0,0,0,0,0 19 | 2020-02-09,Libya,0,0,0,0,0,0 20 | 2020-02-10,Libya,0,0,0,0,0,0 21 | 2020-02-11,Libya,0,0,0,0,0,0 22 | 2020-02-12,Libya,0,0,0,0,0,0 23 | 2020-02-13,Libya,0,0,0,0,0,0 24 | 2020-02-14,Libya,0,0,0,0,0,0 25 | 2020-02-15,Libya,0,0,0,0,0,0 26 | 2020-02-16,Libya,0,0,0,0,0,0 27 | 2020-02-17,Libya,0,0,0,0,0,0 28 | 2020-02-18,Libya,0,0,0,0,0,0 29 | 2020-02-19,Libya,0,0,0,0,0,0 30 | 2020-02-20,Libya,0,0,0,0,0,0 31 | 2020-02-21,Libya,0,0,0,0,0,0 32 | 2020-02-22,Libya,0,0,0,0,0,0 33 | 2020-02-23,Libya,0,0,0,0,0,0 34 | 2020-02-24,Libya,0,0,0,0,0,0 35 | 2020-02-25,Libya,0,0,0,0,0,0 36 | 2020-02-26,Libya,0,0,0,0,0,0 37 | 2020-02-27,Libya,0,0,0,0,0,0 38 | 2020-02-28,Libya,0,0,0,0,0,0 39 | 2020-02-29,Libya,0,0,0,0,0,0 40 | 2020-03-01,Libya,0,0,0,0,0,0 41 | 2020-03-02,Libya,0,0,0,0,0,0 42 | 2020-03-03,Libya,0,0,0,0,0,0 43 | 2020-03-04,Libya,0,0,0,0,0,0 44 | 2020-03-05,Libya,0,0,0,0,0,0 45 | 2020-03-06,Libya,0,0,0,0,0,0 46 | 2020-03-07,Libya,0,0,0,0,0,0 47 | 2020-03-08,Libya,0,0,0,0,0,0 48 | 2020-03-09,Libya,0,0,0,0,0,0 49 | 2020-03-10,Libya,0,0,0,0,0,0 50 | 2020-03-11,Libya,0,0,0,0,0,0 51 | 2020-03-12,Libya,0,0,0,0,0,0 52 | 2020-03-13,Libya,0,0,0,0,0,0 53 | 2020-03-14,Libya,0,0,0,0,0,0 54 | 2020-03-15,Libya,0,0,0,0,0,0 55 | 2020-03-16,Libya,0,0,0,0,0,0 56 | 2020-03-17,Libya,0,0,0,0,0,0 57 | 2020-03-18,Libya,0,0,0,0,0,0 58 | 2020-03-19,Libya,0,0,0,0,0,0 59 | 2020-03-20,Libya,0,0,0,0,0,0 60 | 2020-03-21,Libya,0,0,0,0,0,0 61 | 2020-03-22,Libya,0,0,0,0,0,0 62 | 2020-03-23,Libya,0,0,0,0,0,0 63 | 2020-03-24,Libya,1,0,0,1,0,0 64 | 2020-03-25,Libya,0,0,0,1,0,0 65 | 2020-03-26,Libya,0,0,0,1,0,0 66 | 2020-03-27,Libya,0,0,0,1,0,0 67 | 2020-03-28,Libya,2,0,0,3,0,0 68 | 2020-03-29,Libya,5,0,0,8,0,0 69 | 2020-03-30,Libya,0,0,0,8,0,0 70 | 2020-03-31,Libya,2,1,0,10,1,0 71 | 2020-04-01,Libya,0,-1,0,10,0,0 72 | 2020-04-02,Libya,1,0,1,11,0,1 73 | 2020-04-03,Libya,0,0,0,11,0,1 74 | 2020-04-04,Libya,7,0,0,18,0,1 75 | 2020-04-05,Libya,0,0,0,18,0,1 76 | 2020-04-06,Libya,1,1,0,19,1,1 77 | 2020-04-07,Libya,1,0,0,20,1,1 78 | 2020-04-08,Libya,1,7,0,21,8,1 79 | 2020-04-09,Libya,3,0,0,24,8,1 80 | 2020-04-10,Libya,0,0,0,24,8,1 81 | 2020-04-11,Libya,0,0,0,24,8,1 82 | 2020-04-12,Libya,1,1,0,25,9,1 83 | 2020-04-13,Libya,1,0,0,26,9,1 84 | 2020-04-14,Libya,9,0,0,35,9,1 85 | 2020-04-15,Libya,13,0,0,48,9,1 86 | 2020-04-16,Libya,1,2,0,49,11,1 87 | 2020-04-17,Libya,0,0,0,49,11,1 88 | 2020-04-18,Libya,0,0,0,49,11,1 89 | 2020-04-19,Libya,2,0,0,51,11,1 90 | 2020-04-20,Libya,0,4,0,51,15,1 91 | 2020-04-21,Libya,0,0,0,51,15,1 92 | 2020-04-22,Libya,8,0,0,59,15,1 93 | 2020-04-23,Libya,1,0,1,60,15,2 94 | 2020-04-24,Libya,1,3,0,61,18,2 95 | 2020-04-25,Libya,0,0,0,61,18,2 96 | 2020-04-26,Libya,0,0,0,61,18,2 97 | 2020-04-27,Libya,0,0,0,61,18,2 98 | 2020-04-28,Libya,0,0,0,61,18,2 99 | 2020-04-29,Libya,0,0,0,61,18,2 100 | 2020-04-30,Libya,0,0,1,61,18,3 101 | 2020-05-01,Libya,2,0,0,63,18,3 102 | 2020-05-02,Libya,0,4,0,63,22,3 103 | 2020-05-03,Libya,0,0,0,63,22,3 104 | 2020-05-04,Libya,0,1,0,63,23,3 105 | 2020-05-05,Libya,0,0,0,63,23,3 106 | 2020-05-06,Libya,1,1,0,64,24,3 107 | 2020-05-07,Libya,0,0,0,64,24,3 108 | 2020-05-08,Libya,0,0,0,64,24,3 109 | 2020-05-09,Libya,0,0,0,64,24,3 110 | 2020-05-10,Libya,0,0,0,64,24,3 111 | 2020-05-11,Libya,0,4,0,64,28,3 112 | 2020-05-12,Libya,0,0,0,64,28,3 113 | 2020-05-13,Libya,0,0,0,64,28,3 114 | 2020-05-14,Libya,0,0,0,64,28,3 115 | 2020-05-15,Libya,0,0,0,64,28,3 116 | 2020-05-16,Libya,1,0,0,65,28,3 117 | 2020-05-17,Libya,0,7,0,65,35,3 118 | 2020-05-18,Libya,0,0,0,65,35,3 119 | 2020-05-19,Libya,3,0,0,68,35,3 120 | 2020-05-20,Libya,1,0,0,69,35,3 121 | 2020-05-21,Libya,2,0,0,71,35,3 122 | 2020-05-22,Libya,1,3,0,72,38,3 123 | 2020-05-23,Libya,3,1,0,75,39,3 124 | 2020-05-24,Libya,0,0,0,75,39,3 125 | 2020-05-25,Libya,0,1,0,75,40,3 126 | 2020-05-26,Libya,2,0,0,77,40,3 127 | 2020-05-27,Libya,22,0,1,99,40,4 128 | 2020-05-28,Libya,6,1,1,105,41,5 129 | 2020-05-29,Libya,13,0,0,118,41,5 130 | 2020-05-30,Libya,12,9,0,130,50,5 131 | 2020-05-31,Libya,26,2,0,156,52,5 132 | 2020-06-01,Libya,12,0,0,168,52,5 133 | 2020-06-02,Libya,14,0,0,182,52,5 134 | 2020-06-03,Libya,14,0,0,196,52,5 135 | 2020-06-04,Libya,13,0,0,209,52,5 136 | 2020-06-05,Libya,30,0,0,239,52,5 137 | 2020-06-06,Libya,17,0,0,256,52,5 138 | 2020-06-07,Libya,0,0,0,256,52,5 139 | 2020-06-08,Libya,76,5,0,332,57,5 140 | 2020-06-09,Libya,27,1,0,359,58,5 141 | 2020-06-10,Libya,19,1,0,378,59,5 142 | 2020-06-11,Libya,15,0,0,393,59,5 143 | 2020-06-12,Libya,16,0,1,409,59,6 144 | 2020-06-13,Libya,9,3,2,418,62,8 145 | 2020-06-14,Libya,36,1,2,454,63,10 146 | 2020-06-15,Libya,13,7,0,467,70,10 147 | 2020-06-16,Libya,17,6,0,484,76,10 148 | 2020-06-17,Libya,16,2,0,500,78,10 149 | 2020-06-18,Libya,10,3,0,510,81,10 150 | 2020-06-19,Libya,10,2,0,520,83,10 151 | 2020-06-20,Libya,24,15,0,544,98,10 152 | 2020-06-21,Libya,27,5,0,571,103,10 153 | 2020-06-22,Libya,24,13,0,595,116,10 154 | 2020-06-23,Libya,44,16,7,639,132,17 155 | 2020-06-24,Libya,31,6,1,670,138,18 156 | 2020-06-25,Libya,28,2,0,698,140,18 157 | 2020-06-26,Libya,15,2,0,713,142,18 158 | 2020-06-27,Libya,14,29,0,727,171,18 159 | 2020-06-28,Libya,35,25,3,762,196,21 160 | 2020-06-29,Libya,40,10,2,802,206,23 161 | 2020-06-30,Libya,22,3,1,824,209,24 162 | 2020-07-01,Libya,50,14,1,874,223,25 163 | 2020-07-02,Libya,17,1,1,891,224,26 164 | 2020-07-03,Libya,27,6,1,918,230,27 165 | 2020-07-04,Libya,71,28,0,989,258,27 166 | 2020-07-05,Libya,57,3,5,1046,261,32 167 | 2020-07-06,Libya,71,8,2,1117,269,34 168 | 2020-07-07,Libya,65,26,1,1182,295,35 169 | 2020-07-08,Libya,86,11,1,1268,306,36 170 | 2020-07-09,Libya,74,1,2,1342,307,38 171 | 2020-07-10,Libya,0,0,0,1342,307,38 172 | 2020-07-11,Libya,47,33,0,1389,340,38 173 | 2020-07-12,Libya,44,1,1,1433,341,39 174 | 2020-07-13,Libya,79,26,1,1512,367,40 175 | 2020-07-14,Libya,51,3,2,1563,370,42 176 | 2020-07-15,Libya,26,3,1,1589,373,43 177 | 2020-07-16,Libya,63,6,3,1652,379,46 178 | 2020-07-17,Libya,52,1,1,1704,380,47 179 | 2020-07-18,Libya,87,5,1,1791,385,48 180 | 2020-07-19,Libya,75,33,0,1866,418,48 181 | 2020-07-20,Libya,114,23,1,1980,441,49 182 | 2020-07-21,Libya,108,38,1,2088,479,50 183 | 2020-07-22,Libya,88,10,3,2176,489,53 184 | 2020-07-23,Libya,138,12,3,2314,501,56 185 | 2020-07-24,Libya,110,3,1,2424,504,57 186 | 2020-07-25,Libya,123,6,1,2547,510,58 187 | 2020-07-26,Libya,122,43,2,2669,553,60 188 | 2020-07-27,Libya,158,24,4,2827,577,64 189 | 2020-07-28,Libya,190,2,3,3017,579,67 190 | 2020-07-29,Libya,205,17,9,3222,596,76 191 | 2020-07-30,Libya,216,8,-3,3438,604,73 192 | 2020-07-31,Libya,183,14,1,3621,618,74 193 | 2020-08-01,Libya,70,1,6,3691,619,80 194 | 2020-08-02,Libya,146,4,3,3837,623,83 195 | 2020-08-03,Libya,226,2,10,4063,625,93 196 | 2020-08-04,Libya,161,8,3,4224,633,96 197 | 2020-08-05,Libya,251,7,3,4475,640,99 198 | 2020-08-06,Libya,404,12,8,4879,652,107 199 | 2020-08-07,Libya,200,8,1,5079,660,108 200 | 2020-08-08,Libya,153,31,5,5232,691,113 201 | 2020-08-09,Libya,219,10,6,5451,701,119 202 | 2020-08-10,Libya,478,23,6,5929,724,125 203 | 2020-08-11,Libya,373,16,7,6302,740,132 204 | 2020-08-12,Libya,309,38,0,6611,778,132 205 | 2020-08-13,Libya,439,38,3,7050,816,135 206 | 2020-08-14,Libya,277,32,4,7327,848,139 207 | 2020-08-15,Libya,411,46,6,7738,894,145 208 | 2020-08-16,Libya,434,39,8,8172,933,153 209 | 2020-08-17,Libya,407,36,4,8579,969,157 210 | 2020-08-18,Libya,489,34,7,9068,1003,164 211 | 2020-08-19,Libya,395,15,5,9463,1018,169 212 | 2020-08-20,Libya,244,29,4,9707,1047,173 213 | 2020-08-21,Libya,414,6,7,10121,1053,180 214 | 2020-08-22,Libya,316,32,8,10437,1085,188 215 | 2020-08-23,Libya,0,0,0,10437,1085,188 216 | 2020-08-24,Libya,572,11,11,11009,1096,199 217 | 2020-08-25,Libya,272,16,4,11281,1112,203 218 | 2020-08-26,Libya,553,40,7,11834,1152,210 219 | 2020-08-27,Libya,440,57,9,12274,1209,219 220 | 2020-08-28,Libya,355,101,7,12629,1310,226 221 | 2020-08-29,Libya,329,23,5,12958,1333,231 222 | 2020-08-30,Libya,465,77,1,13423,1410,232 223 | 2020-08-31,Libya,543,49,5,13966,1459,237 224 | 2020-09-01,Libya,658,217,5,14624,1676,242 225 | 2020-09-02,Libya,532,70,8,15156,1746,250 226 | 2020-09-03,Libya,617,110,4,15773,1856,254 227 | 2020-09-04,Libya,672,54,8,16445,1910,262 228 | 2020-09-05,Libya,649,115,10,17094,2025,272 229 | 2020-09-06,Libya,655,56,13,17749,2081,285 230 | 2020-09-07,Libya,1085,45,11,18834,2126,296 231 | 2020-09-08,Libya,749,121,18,19583,2247,314 232 | 2020-09-09,Libya,879,82,10,20462,2329,324 233 | 2020-09-10,Libya,477,91,15,20939,2420,339 234 | 2020-09-11,Libya,969,86,13,21908,2506,352 235 | 2020-09-12,Libya,440,9594,2,22348,12100,354 236 | 2020-09-13,Libya,433,83,8,22781,12183,362 237 | 2020-09-14,Libya,734,579,6,23515,12762,368 238 | 2020-09-15,Libya,629,490,15,24144,13252,383 239 | 2020-09-16,Libya,792,246,11,24936,13498,394 240 | 2020-09-17,Libya,886,410,15,25822,13908,409 241 | 2020-09-18,Libya,616,299,9,26438,14207,418 242 | 2020-09-19,Libya,796,472,18,27234,14679,436 243 | 2020-09-20,Libya,715,389,8,27949,15068,444 244 | 2020-09-21,Libya,847,316,6,28796,15384,450 245 | 2020-09-22,Libya,650,529,10,29446,15913,460 246 | 2020-09-23,Libya,651,517,9,30097,16430,469 247 | 2020-09-24,Libya,535,412,5,30632,16842,474 248 | 2020-09-25,Libya,658,666,17,31290,17508,491 249 | 2020-09-26,Libya,538,324,8,31828,17832,499 250 | 2020-09-27,Libya,536,296,21,32364,18128,520 251 | 2020-09-28,Libya,849,390,7,33213,18518,527 252 | 2020-09-29,Libya,801,384,13,34014,18902,540 253 | 2020-09-30,Libya,511,459,11,34525,19361,551 254 | 2020-10-01,Libya,683,533,8,35208,19894,559 255 | 2020-10-02,Libya,509,440,11,35717,20334,570 256 | 2020-10-03,Libya,370,555,8,36087,20889,578 257 | 2020-10-04,Libya,722,540,14,36809,21429,592 258 | 2020-10-05,Libya,628,647,4,37437,22076,596 259 | 2020-10-06,Libya,1031,334,6,38468,22410,602 260 | 2020-10-07,Libya,1045,421,6,39513,22831,608 261 | 2020-10-08,Libya,779,299,8,40292,23130,616 262 | 2020-10-09,Libya,1076,323,5,41368,23453,621 263 | 2020-10-10,Libya,318,338,2,41686,23791,623 264 | 2020-10-11,Libya,1026,247,8,42712,24038,631 265 | 2020-10-12,Libya,1109,428,13,43821,24466,644 266 | 2020-10-13,Libya,1164,541,12,44985,25007,656 267 | 2020-10-14,Libya,836,294,13,45821,25301,669 268 | 2020-10-15,Libya,855,384,12,46676,25685,681 269 | 2020-10-16,Libya,1169,377,18,47845,26062,699 270 | 2020-10-17,Libya,0,0,0,47845,26062,699 271 | 2020-10-18,Libya,945,827,26,48790,26889,725 272 | 2020-10-19,Libya,1159,373,7,49949,27262,732 273 | 2020-10-20,Libya,957,570,14,50906,27832,746 274 | 2020-10-21,Libya,719,608,19,51625,28440,765 275 | 2020-10-22,Libya,995,617,3,52620,29057,768 276 | 2020-10-23,Libya,764,562,6,53384,29619,774 277 | 2020-10-24,Libya,990,346,16,54374,29965,790 278 | 2020-10-25,Libya,1639,766,5,56013,30731,795 279 | 2020-10-26,Libya,1210,784,6,57223,31515,801 280 | 2020-10-27,Libya,752,738,11,57975,32253,812 281 | 2020-10-28,Libya,899,709,11,58874,32962,823 282 | 2020-10-29,Libya,782,588,8,59656,33550,831 283 | -------------------------------------------------------------------------------- /data/input/countries/Cases_Nepal.csv: -------------------------------------------------------------------------------- 1 | Date,Country,Confirmed,Recovered,Deceased,Total_Confirmed,Total_Recovered,Total_Deceased 2 | 2020-01-23,Nepal,0,0,0,0,0,0 3 | 2020-01-24,Nepal,0,0,0,0,0,0 4 | 2020-01-25,Nepal,1,0,0,1,0,0 5 | 2020-01-26,Nepal,0,0,0,1,0,0 6 | 2020-01-27,Nepal,0,0,0,1,0,0 7 | 2020-01-28,Nepal,0,0,0,1,0,0 8 | 2020-01-29,Nepal,0,0,0,1,0,0 9 | 2020-01-30,Nepal,0,0,0,1,0,0 10 | 2020-01-31,Nepal,0,0,0,1,0,0 11 | 2020-02-01,Nepal,0,0,0,1,0,0 12 | 2020-02-02,Nepal,0,0,0,1,0,0 13 | 2020-02-03,Nepal,0,0,0,1,0,0 14 | 2020-02-04,Nepal,0,0,0,1,0,0 15 | 2020-02-05,Nepal,0,0,0,1,0,0 16 | 2020-02-06,Nepal,0,0,0,1,0,0 17 | 2020-02-07,Nepal,0,0,0,1,0,0 18 | 2020-02-08,Nepal,0,0,0,1,0,0 19 | 2020-02-09,Nepal,0,0,0,1,0,0 20 | 2020-02-10,Nepal,0,0,0,1,0,0 21 | 2020-02-11,Nepal,0,0,0,1,0,0 22 | 2020-02-12,Nepal,0,1,0,1,1,0 23 | 2020-02-13,Nepal,0,0,0,1,1,0 24 | 2020-02-14,Nepal,0,0,0,1,1,0 25 | 2020-02-15,Nepal,0,0,0,1,1,0 26 | 2020-02-16,Nepal,0,0,0,1,1,0 27 | 2020-02-17,Nepal,0,0,0,1,1,0 28 | 2020-02-18,Nepal,0,0,0,1,1,0 29 | 2020-02-19,Nepal,0,0,0,1,1,0 30 | 2020-02-20,Nepal,0,0,0,1,1,0 31 | 2020-02-21,Nepal,0,0,0,1,1,0 32 | 2020-02-22,Nepal,0,0,0,1,1,0 33 | 2020-02-23,Nepal,0,0,0,1,1,0 34 | 2020-02-24,Nepal,0,0,0,1,1,0 35 | 2020-02-25,Nepal,0,0,0,1,1,0 36 | 2020-02-26,Nepal,0,0,0,1,1,0 37 | 2020-02-27,Nepal,0,0,0,1,1,0 38 | 2020-02-28,Nepal,0,0,0,1,1,0 39 | 2020-02-29,Nepal,0,0,0,1,1,0 40 | 2020-03-01,Nepal,0,0,0,1,1,0 41 | 2020-03-02,Nepal,0,0,0,1,1,0 42 | 2020-03-03,Nepal,0,0,0,1,1,0 43 | 2020-03-04,Nepal,0,0,0,1,1,0 44 | 2020-03-05,Nepal,0,0,0,1,1,0 45 | 2020-03-06,Nepal,0,0,0,1,1,0 46 | 2020-03-07,Nepal,0,0,0,1,1,0 47 | 2020-03-08,Nepal,0,0,0,1,1,0 48 | 2020-03-09,Nepal,0,0,0,1,1,0 49 | 2020-03-10,Nepal,0,0,0,1,1,0 50 | 2020-03-11,Nepal,0,0,0,1,1,0 51 | 2020-03-12,Nepal,0,0,0,1,1,0 52 | 2020-03-13,Nepal,0,0,0,1,1,0 53 | 2020-03-14,Nepal,0,0,0,1,1,0 54 | 2020-03-15,Nepal,0,0,0,1,1,0 55 | 2020-03-16,Nepal,0,0,0,1,1,0 56 | 2020-03-17,Nepal,0,0,0,1,1,0 57 | 2020-03-18,Nepal,0,0,0,1,1,0 58 | 2020-03-19,Nepal,0,0,0,1,1,0 59 | 2020-03-20,Nepal,0,0,0,1,1,0 60 | 2020-03-21,Nepal,0,0,0,1,1,0 61 | 2020-03-22,Nepal,0,0,0,1,1,0 62 | 2020-03-23,Nepal,1,0,0,2,1,0 63 | 2020-03-24,Nepal,0,0,0,2,1,0 64 | 2020-03-25,Nepal,1,0,0,3,1,0 65 | 2020-03-26,Nepal,0,0,0,3,1,0 66 | 2020-03-27,Nepal,1,0,0,4,1,0 67 | 2020-03-28,Nepal,1,0,0,5,1,0 68 | 2020-03-29,Nepal,0,0,0,5,1,0 69 | 2020-03-30,Nepal,0,0,0,5,1,0 70 | 2020-03-31,Nepal,0,0,0,5,1,0 71 | 2020-04-01,Nepal,0,0,0,5,1,0 72 | 2020-04-02,Nepal,1,0,0,6,1,0 73 | 2020-04-03,Nepal,0,0,0,6,1,0 74 | 2020-04-04,Nepal,3,0,0,9,1,0 75 | 2020-04-05,Nepal,0,0,0,9,1,0 76 | 2020-04-06,Nepal,0,0,0,9,1,0 77 | 2020-04-07,Nepal,0,0,0,9,1,0 78 | 2020-04-08,Nepal,0,0,0,9,1,0 79 | 2020-04-09,Nepal,0,0,0,9,1,0 80 | 2020-04-10,Nepal,0,0,0,9,1,0 81 | 2020-04-11,Nepal,0,0,0,9,1,0 82 | 2020-04-12,Nepal,3,0,0,12,1,0 83 | 2020-04-13,Nepal,2,0,0,14,1,0 84 | 2020-04-14,Nepal,2,0,0,16,1,0 85 | 2020-04-15,Nepal,0,0,0,16,1,0 86 | 2020-04-16,Nepal,0,1,0,16,2,0 87 | 2020-04-17,Nepal,14,0,0,30,2,0 88 | 2020-04-18,Nepal,1,0,0,31,2,0 89 | 2020-04-19,Nepal,0,2,0,31,4,0 90 | 2020-04-20,Nepal,0,0,0,31,4,0 91 | 2020-04-21,Nepal,12,0,0,43,4,0 92 | 2020-04-22,Nepal,2,3,0,45,7,0 93 | 2020-04-23,Nepal,3,3,0,48,10,0 94 | 2020-04-24,Nepal,1,1,0,49,11,0 95 | 2020-04-25,Nepal,0,1,0,49,12,0 96 | 2020-04-26,Nepal,3,4,0,52,16,0 97 | 2020-04-27,Nepal,0,0,0,52,16,0 98 | 2020-04-28,Nepal,2,0,0,54,16,0 99 | 2020-04-29,Nepal,3,0,0,57,16,0 100 | 2020-04-30,Nepal,0,0,0,57,16,0 101 | 2020-05-01,Nepal,2,0,0,59,16,0 102 | 2020-05-02,Nepal,0,0,0,59,16,0 103 | 2020-05-03,Nepal,16,0,0,75,16,0 104 | 2020-05-04,Nepal,0,0,0,75,16,0 105 | 2020-05-05,Nepal,7,0,0,82,16,0 106 | 2020-05-06,Nepal,17,6,0,99,22,0 107 | 2020-05-07,Nepal,2,0,0,101,22,0 108 | 2020-05-08,Nepal,1,9,0,102,31,0 109 | 2020-05-09,Nepal,8,0,0,110,31,0 110 | 2020-05-10,Nepal,0,0,0,110,31,0 111 | 2020-05-11,Nepal,24,2,0,134,33,0 112 | 2020-05-12,Nepal,83,0,0,217,33,0 113 | 2020-05-13,Nepal,33,2,0,250,35,0 114 | 2020-05-14,Nepal,-1,0,0,249,35,0 115 | 2020-05-15,Nepal,18,1,0,267,36,0 116 | 2020-05-16,Nepal,24,0,1,291,36,1 117 | 2020-05-17,Nepal,4,0,1,295,36,2 118 | 2020-05-18,Nepal,80,0,0,375,36,2 119 | 2020-05-19,Nepal,27,1,0,402,37,2 120 | 2020-05-20,Nepal,25,8,0,427,45,2 121 | 2020-05-21,Nepal,30,4,1,457,49,3 122 | 2020-05-22,Nepal,59,21,0,516,70,3 123 | 2020-05-23,Nepal,68,0,0,584,70,3 124 | 2020-05-24,Nepal,19,17,0,603,87,3 125 | 2020-05-25,Nepal,79,25,1,682,112,4 126 | 2020-05-26,Nepal,90,43,0,772,155,4 127 | 2020-05-27,Nepal,114,28,0,886,183,4 128 | 2020-05-28,Nepal,156,4,1,1042,187,5 129 | 2020-05-29,Nepal,170,19,1,1212,206,6 130 | 2020-05-30,Nepal,189,13,0,1401,219,6 131 | 2020-05-31,Nepal,171,1,2,1572,220,8 132 | 2020-06-01,Nepal,239,1,0,1811,221,8 133 | 2020-06-02,Nepal,288,45,0,2099,266,8 134 | 2020-06-03,Nepal,201,12,1,2300,278,9 135 | 2020-06-04,Nepal,334,12,1,2634,290,10 136 | 2020-06-05,Nepal,278,43,1,2912,333,11 137 | 2020-06-06,Nepal,323,32,2,3235,365,13 138 | 2020-06-07,Nepal,213,102,0,3448,467,13 139 | 2020-06-08,Nepal,314,21,1,3762,488,14 140 | 2020-06-09,Nepal,324,96,1,4086,584,15 141 | 2020-06-10,Nepal,278,90,0,4364,674,15 142 | 2020-06-11,Nepal,250,187,0,4614,861,15 143 | 2020-06-12,Nepal,448,16,1,5062,877,16 144 | 2020-06-13,Nepal,273,36,2,5335,913,18 145 | 2020-06-14,Nepal,425,61,1,5760,974,19 146 | 2020-06-15,Nepal,451,67,0,6211,1041,19 147 | 2020-06-16,Nepal,380,117,0,6591,1158,19 148 | 2020-06-17,Nepal,586,9,1,7177,1167,20 149 | 2020-06-18,Nepal,671,19,2,7848,1186,22 150 | 2020-06-19,Nepal,426,216,0,8274,1402,22 151 | 2020-06-20,Nepal,331,176,0,8605,1578,22 152 | 2020-06-21,Nepal,421,194,1,9026,1772,23 153 | 2020-06-22,Nepal,535,376,0,9561,2148,23 154 | 2020-06-23,Nepal,538,76,1,10099,2224,24 155 | 2020-06-24,Nepal,629,114,0,10728,2338,24 156 | 2020-06-25,Nepal,434,312,2,11162,2650,26 157 | 2020-06-26,Nepal,593,48,1,11755,2698,27 158 | 2020-06-27,Nepal,554,136,1,12309,2834,28 159 | 2020-06-28,Nepal,463,179,0,12772,3013,28 160 | 2020-06-29,Nepal,476,121,1,13248,3134,29 161 | 2020-06-30,Nepal,316,60,0,13564,3194,29 162 | 2020-07-01,Nepal,482,1462,1,14046,4656,30 163 | 2020-07-02,Nepal,473,664,1,14519,5320,31 164 | 2020-07-03,Nepal,740,823,1,15259,6143,32 165 | 2020-07-04,Nepal,232,272,2,15491,6415,34 166 | 2020-07-05,Nepal,293,132,0,15784,6547,34 167 | 2020-07-06,Nepal,180,264,1,15964,6811,35 168 | 2020-07-07,Nepal,204,688,0,16168,7499,35 169 | 2020-07-08,Nepal,255,253,0,16423,7752,35 170 | 2020-07-09,Nepal,108,139,0,16531,7891,35 171 | 2020-07-10,Nepal,118,120,0,16649,8011,35 172 | 2020-07-11,Nepal,70,431,3,16719,8442,38 173 | 2020-07-12,Nepal,82,147,0,16801,8589,38 174 | 2020-07-13,Nepal,144,1705,0,16945,10294,38 175 | 2020-07-14,Nepal,116,34,0,17061,10328,38 176 | 2020-07-15,Nepal,116,697,1,17177,11025,39 177 | 2020-07-16,Nepal,167,224,0,17344,11249,39 178 | 2020-07-17,Nepal,101,285,1,17445,11534,40 179 | 2020-07-18,Nepal,57,103,0,17502,11637,40 180 | 2020-07-19,Nepal,156,58,0,17658,11695,40 181 | 2020-07-20,Nepal,186,173,0,17844,11868,40 182 | 2020-07-21,Nepal,150,609,0,17994,12477,40 183 | 2020-07-22,Nepal,100,207,2,18094,12684,42 184 | 2020-07-23,Nepal,147,156,1,18241,12840,43 185 | 2020-07-24,Nepal,133,107,1,18374,12947,44 186 | 2020-07-25,Nepal,109,106,1,18483,13053,45 187 | 2020-07-26,Nepal,130,75,0,18613,13128,45 188 | 2020-07-27,Nepal,139,626,3,18752,13754,48 189 | 2020-07-28,Nepal,311,121,1,19063,13875,49 190 | 2020-07-29,Nepal,210,146,0,19273,14021,49 191 | 2020-07-30,Nepal,274,227,3,19547,14248,52 192 | 2020-07-31,Nepal,224,151,4,19771,14399,56 193 | 2020-08-01,Nepal,315,93,0,20086,14492,56 194 | 2020-08-02,Nepal,246,111,1,20332,14603,57 195 | 2020-08-03,Nepal,418,358,0,20750,14961,57 196 | 2020-08-04,Nepal,259,65,1,21009,15026,58 197 | 2020-08-05,Nepal,381,130,2,21390,15156,60 198 | 2020-08-06,Nepal,360,233,5,21750,15389,65 199 | 2020-08-07,Nepal,464,425,5,22214,15814,70 200 | 2020-08-08,Nepal,378,499,3,22592,16313,73 201 | 2020-08-09,Nepal,380,40,2,22972,16353,75 202 | 2020-08-10,Nepal,338,140,4,23310,16493,79 203 | 2020-08-11,Nepal,638,171,4,23948,16664,83 204 | 2020-08-12,Nepal,484,64,8,24432,16728,91 205 | 2020-08-13,Nepal,525,109,4,24957,16837,95 206 | 2020-08-14,Nepal,594,240,4,25551,17077,99 207 | 2020-08-15,Nepal,468,124,3,26019,17201,102 208 | 2020-08-16,Nepal,641,134,2,26660,17335,104 209 | 2020-08-17,Nepal,581,160,3,27241,17495,107 210 | 2020-08-18,Nepal,1016,85,7,28257,17580,114 211 | 2020-08-19,Nepal,681,120,6,28938,17700,120 212 | 2020-08-20,Nepal,707,264,6,29645,17964,126 213 | 2020-08-21,Nepal,838,250,11,30483,18214,137 214 | 2020-08-22,Nepal,634,136,9,31117,18350,146 215 | 2020-08-23,Nepal,818,281,3,31935,18631,149 216 | 2020-08-24,Nepal,743,175,8,32678,18806,157 217 | 2020-08-25,Nepal,855,313,7,33533,19119,164 218 | 2020-08-26,Nepal,885,385,11,34418,19504,175 219 | 2020-08-27,Nepal,1111,569,8,35529,20073,183 220 | 2020-08-28,Nepal,927,169,12,36456,20242,195 221 | 2020-08-29,Nepal,884,313,12,37340,20555,207 222 | 2020-08-30,Nepal,1221,267,14,38561,20822,221 223 | 2020-08-31,Nepal,899,588,7,39460,21410,228 224 | 2020-09-01,Nepal,1069,768,11,40529,22178,239 225 | 2020-09-02,Nepal,1120,1112,12,41649,23290,251 226 | 2020-09-03,Nepal,1228,917,6,42877,24207,257 227 | 2020-09-04,Nepal,1359,1354,14,44236,25561,271 228 | 2020-09-05,Nepal,1041,1566,9,45277,27127,280 229 | 2020-09-06,Nepal,980,1814,9,46257,28941,289 230 | 2020-09-07,Nepal,979,1736,11,47236,30677,300 231 | 2020-09-08,Nepal,902,2287,6,48138,32964,306 232 | 2020-09-09,Nepal,1081,918,6,49219,33882,312 233 | 2020-09-10,Nepal,1246,1818,5,50465,35700,317 234 | 2020-09-11,Nepal,1454,972,5,51919,36672,322 235 | 2020-09-12,Nepal,1201,852,14,53120,37524,336 236 | 2020-09-13,Nepal,1039,1173,9,54159,38697,345 237 | 2020-09-14,Nepal,1170,879,15,55329,39576,360 238 | 2020-09-15,Nepal,1459,1062,11,56788,40638,371 239 | 2020-09-16,Nepal,1539,1068,8,58327,41706,379 240 | 2020-09-17,Nepal,1246,1243,4,59573,42949,383 241 | 2020-09-18,Nepal,2020,871,7,61593,43820,390 242 | 2020-09-19,Nepal,1204,1447,11,62797,45267,401 243 | 2020-09-20,Nepal,1325,966,10,64122,46233,411 244 | 2020-09-21,Nepal,1154,1005,16,65276,47238,427 245 | 2020-09-22,Nepal,1356,823,2,66632,48061,429 246 | 2020-09-23,Nepal,1172,1893,7,67804,49954,436 247 | 2020-09-24,Nepal,1497,457,17,69301,50411,453 248 | 2020-09-25,Nepal,1313,1455,6,70614,51866,459 249 | 2020-09-26,Nepal,1207,1147,8,71821,53013,467 250 | 2020-09-27,Nepal,1573,885,10,73394,53898,477 251 | 2020-09-28,Nepal,1351,742,4,74745,54640,481 252 | 2020-09-29,Nepal,1513,731,10,76258,55371,491 253 | 2020-09-30,Nepal,1559,1057,7,77817,56428,498 254 | 2020-10-01,Nepal,1911,961,11,79728,57389,509 255 | 2020-10-02,Nepal,2722,3307,11,82450,60696,520 256 | 2020-10-03,Nepal,2120,2044,8,84570,62740,528 257 | 2020-10-04,Nepal,2253,1329,7,86823,64069,535 258 | 2020-10-05,Nepal,2440,1133,19,89263,65202,554 259 | 2020-10-06,Nepal,1551,2340,9,90814,67542,563 260 | 2020-10-07,Nepal,3439,1126,15,94253,68668,578 261 | 2020-10-08,Nepal,4364,2675,12,98617,71343,590 262 | 2020-10-09,Nepal,2059,1680,10,100676,73023,600 263 | 2020-10-10,Nepal,5008,1229,14,105684,74252,614 264 | 2020-10-11,Nepal,2071,1552,22,107755,75804,636 265 | 2020-10-12,Nepal,4047,1473,9,111802,77277,645 266 | 2020-10-13,Nepal,3556,1503,18,115358,78780,663 267 | 2020-10-14,Nepal,2638,2174,12,117996,80954,675 268 | 2020-10-15,Nepal,3749,3564,19,121745,84518,694 269 | 2020-10-16,Nepal,4392,3522,21,126137,88040,715 270 | 2020-10-17,Nepal,3167,1800,12,129304,89840,727 271 | 2020-10-18,Nepal,2942,2326,12,132246,92166,739 272 | 2020-10-19,Nepal,3790,2335,18,136036,94501,757 273 | 2020-10-20,Nepal,3093,2108,8,139129,96609,765 274 | 2020-10-21,Nepal,5743,2996,26,144872,99605,791 275 | 2020-10-22,Nepal,3637,3215,21,148509,102820,812 276 | 2020-10-23,Nepal,4499,2668,17,153008,105488,829 277 | 2020-10-24,Nepal,2225,2846,13,155233,108334,842 278 | 2020-10-25,Nepal,2856,3336,5,158089,111670,847 279 | 2020-10-26,Nepal,1741,4005,15,159830,115675,862 280 | 2020-10-27,Nepal,570,3168,14,160400,118843,876 281 | 2020-10-28,Nepal,1954,2981,11,162354,121824,887 282 | 2020-10-29,Nepal,2364,3038,17,164718,124862,904 283 | -------------------------------------------------------------------------------- /data/input/countries/Cases_Oman.csv: -------------------------------------------------------------------------------- 1 | Date,Country,Confirmed,Recovered,Deceased,Total_Confirmed,Total_Recovered,Total_Deceased 2 | 2020-01-23,Oman,0,0,0,0,0,0 3 | 2020-01-24,Oman,0,0,0,0,0,0 4 | 2020-01-25,Oman,0,0,0,0,0,0 5 | 2020-01-26,Oman,0,0,0,0,0,0 6 | 2020-01-27,Oman,0,0,0,0,0,0 7 | 2020-01-28,Oman,0,0,0,0,0,0 8 | 2020-01-29,Oman,0,0,0,0,0,0 9 | 2020-01-30,Oman,0,0,0,0,0,0 10 | 2020-01-31,Oman,0,0,0,0,0,0 11 | 2020-02-01,Oman,0,0,0,0,0,0 12 | 2020-02-02,Oman,0,0,0,0,0,0 13 | 2020-02-03,Oman,0,0,0,0,0,0 14 | 2020-02-04,Oman,0,0,0,0,0,0 15 | 2020-02-05,Oman,0,0,0,0,0,0 16 | 2020-02-06,Oman,0,0,0,0,0,0 17 | 2020-02-07,Oman,0,0,0,0,0,0 18 | 2020-02-08,Oman,0,0,0,0,0,0 19 | 2020-02-09,Oman,0,0,0,0,0,0 20 | 2020-02-10,Oman,0,0,0,0,0,0 21 | 2020-02-11,Oman,0,0,0,0,0,0 22 | 2020-02-12,Oman,0,0,0,0,0,0 23 | 2020-02-13,Oman,0,0,0,0,0,0 24 | 2020-02-14,Oman,0,0,0,0,0,0 25 | 2020-02-15,Oman,0,0,0,0,0,0 26 | 2020-02-16,Oman,0,0,0,0,0,0 27 | 2020-02-17,Oman,0,0,0,0,0,0 28 | 2020-02-18,Oman,0,0,0,0,0,0 29 | 2020-02-19,Oman,0,0,0,0,0,0 30 | 2020-02-20,Oman,0,0,0,0,0,0 31 | 2020-02-21,Oman,0,0,0,0,0,0 32 | 2020-02-22,Oman,0,0,0,0,0,0 33 | 2020-02-23,Oman,0,0,0,0,0,0 34 | 2020-02-24,Oman,2,0,0,2,0,0 35 | 2020-02-25,Oman,0,0,0,2,0,0 36 | 2020-02-26,Oman,2,0,0,4,0,0 37 | 2020-02-27,Oman,0,0,0,4,0,0 38 | 2020-02-28,Oman,0,0,0,4,0,0 39 | 2020-02-29,Oman,2,1,0,6,1,0 40 | 2020-03-01,Oman,0,0,0,6,1,0 41 | 2020-03-02,Oman,0,0,0,6,1,0 42 | 2020-03-03,Oman,6,1,0,12,2,0 43 | 2020-03-04,Oman,3,0,0,15,2,0 44 | 2020-03-05,Oman,1,0,0,16,2,0 45 | 2020-03-06,Oman,0,0,0,16,2,0 46 | 2020-03-07,Oman,0,0,0,16,2,0 47 | 2020-03-08,Oman,0,0,0,16,2,0 48 | 2020-03-09,Oman,0,0,0,16,2,0 49 | 2020-03-10,Oman,2,7,0,18,9,0 50 | 2020-03-11,Oman,0,0,0,18,9,0 51 | 2020-03-12,Oman,0,0,0,18,9,0 52 | 2020-03-13,Oman,1,0,0,19,9,0 53 | 2020-03-14,Oman,0,0,0,19,9,0 54 | 2020-03-15,Oman,3,0,0,22,9,0 55 | 2020-03-16,Oman,0,0,0,22,9,0 56 | 2020-03-17,Oman,2,0,0,24,9,0 57 | 2020-03-18,Oman,15,3,0,39,12,0 58 | 2020-03-19,Oman,9,0,0,48,12,0 59 | 2020-03-20,Oman,0,0,0,48,12,0 60 | 2020-03-21,Oman,4,0,0,52,12,0 61 | 2020-03-22,Oman,3,5,0,55,17,0 62 | 2020-03-23,Oman,11,0,0,66,17,0 63 | 2020-03-24,Oman,18,0,0,84,17,0 64 | 2020-03-25,Oman,15,0,0,99,17,0 65 | 2020-03-26,Oman,10,6,0,109,23,0 66 | 2020-03-27,Oman,22,0,0,131,23,0 67 | 2020-03-28,Oman,21,0,0,152,23,0 68 | 2020-03-29,Oman,15,0,0,167,23,0 69 | 2020-03-30,Oman,12,6,0,179,29,0 70 | 2020-03-31,Oman,13,5,1,192,34,1 71 | 2020-04-01,Oman,18,0,0,210,34,1 72 | 2020-04-02,Oman,21,23,0,231,57,1 73 | 2020-04-03,Oman,21,0,0,252,57,1 74 | 2020-04-04,Oman,25,4,1,277,61,2 75 | 2020-04-05,Oman,21,0,0,298,61,2 76 | 2020-04-06,Oman,33,0,0,331,61,2 77 | 2020-04-07,Oman,40,6,0,371,67,2 78 | 2020-04-08,Oman,48,5,0,419,72,2 79 | 2020-04-09,Oman,38,37,1,457,109,3 80 | 2020-04-10,Oman,27,0,0,484,109,3 81 | 2020-04-11,Oman,62,0,0,546,109,3 82 | 2020-04-12,Oman,53,0,1,599,109,4 83 | 2020-04-13,Oman,128,15,0,727,124,4 84 | 2020-04-14,Oman,86,6,0,813,130,4 85 | 2020-04-15,Oman,97,1,0,910,131,4 86 | 2020-04-16,Oman,109,45,0,1019,176,4 87 | 2020-04-17,Oman,50,0,2,1069,176,6 88 | 2020-04-18,Oman,111,0,0,1180,176,6 89 | 2020-04-19,Oman,86,57,1,1266,233,7 90 | 2020-04-20,Oman,144,5,0,1410,238,7 91 | 2020-04-21,Oman,98,0,1,1508,238,8 92 | 2020-04-22,Oman,106,0,0,1614,238,8 93 | 2020-04-23,Oman,102,69,1,1716,307,9 94 | 2020-04-24,Oman,74,18,1,1790,325,10 95 | 2020-04-25,Oman,115,4,0,1905,329,10 96 | 2020-04-26,Oman,93,4,0,1998,333,10 97 | 2020-04-27,Oman,51,31,0,2049,364,10 98 | 2020-04-28,Oman,82,0,0,2131,364,10 99 | 2020-04-29,Oman,143,0,0,2274,364,10 100 | 2020-04-30,Oman,74,131,1,2348,495,11 101 | 2020-05-01,Oman,99,0,0,2447,495,11 102 | 2020-05-02,Oman,36,255,1,2483,750,12 103 | 2020-05-03,Oman,85,0,0,2568,750,12 104 | 2020-05-04,Oman,69,66,0,2637,816,12 105 | 2020-05-05,Oman,98,42,1,2735,858,13 106 | 2020-05-06,Oman,168,30,0,2903,888,13 107 | 2020-05-07,Oman,55,92,2,2958,980,15 108 | 2020-05-08,Oman,154,45,1,3112,1025,16 109 | 2020-05-09,Oman,112,43,1,3224,1068,17 110 | 2020-05-10,Oman,175,49,0,3399,1117,17 111 | 2020-05-11,Oman,174,133,0,3573,1250,17 112 | 2020-05-12,Oman,148,0,0,3721,1250,17 113 | 2020-05-13,Oman,298,39,0,4019,1289,17 114 | 2020-05-14,Oman,322,14,1,4341,1303,18 115 | 2020-05-15,Oman,284,47,2,4625,1350,20 116 | 2020-05-16,Oman,404,86,1,5029,1436,21 117 | 2020-05-17,Oman,157,29,1,5186,1465,22 118 | 2020-05-18,Oman,193,31,3,5379,1496,25 119 | 2020-05-19,Oman,292,78,2,5671,1574,27 120 | 2020-05-20,Oman,372,87,3,6043,1661,30 121 | 2020-05-21,Oman,327,160,1,6370,1821,31 122 | 2020-05-22,Oman,424,0,3,6794,1821,34 123 | 2020-05-23,Oman,463,27,2,7257,1848,36 124 | 2020-05-24,Oman,513,85,1,7770,1933,37 125 | 2020-05-25,Oman,0,0,0,7770,1933,37 126 | 2020-05-26,Oman,348,134,0,8118,2067,37 127 | 2020-05-27,Oman,255,110,2,8373,2177,39 128 | 2020-05-28,Oman,636,0,1,9009,2177,40 129 | 2020-05-29,Oman,811,219,0,9820,2396,40 130 | 2020-05-30,Oman,603,0,2,10423,2396,42 131 | 2020-05-31,Oman,1014,286,7,11437,2682,49 132 | 2020-06-01,Oman,786,0,1,12223,2682,50 133 | 2020-06-02,Oman,576,130,9,12799,2812,59 134 | 2020-06-03,Oman,738,33,8,13537,2845,67 135 | 2020-06-04,Oman,779,606,0,14316,3451,67 136 | 2020-06-05,Oman,770,0,5,15086,3451,72 137 | 2020-06-06,Oman,930,0,0,16016,3451,72 138 | 2020-06-07,Oman,866,0,3,16882,3451,75 139 | 2020-06-08,Oman,604,342,6,17486,3793,81 140 | 2020-06-09,Oman,712,359,2,18198,4152,83 141 | 2020-06-10,Oman,689,1488,1,18887,5640,84 142 | 2020-06-11,Oman,1067,983,5,19954,6623,89 143 | 2020-06-12,Oman,1117,866,7,21071,7489,96 144 | 2020-06-13,Oman,1006,41,3,22077,7530,99 145 | 2020-06-14,Oman,1404,924,5,23481,8454,104 146 | 2020-06-15,Oman,1043,1079,4,24524,9533,108 147 | 2020-06-16,Oman,745,1556,6,25269,11089,114 148 | 2020-06-17,Oman,810,708,2,26079,11797,116 149 | 2020-06-18,Oman,739,1467,3,26818,13264,119 150 | 2020-06-19,Oman,852,710,6,27670,13974,125 151 | 2020-06-20,Oman,896,806,3,28566,14780,128 152 | 2020-06-21,Oman,905,772,3,29471,15552,131 153 | 2020-06-22,Oman,1605,856,6,31076,16408,137 154 | 2020-06-23,Oman,1318,871,3,32394,17279,140 155 | 2020-06-24,Oman,1142,693,2,33536,17972,142 156 | 2020-06-25,Oman,1366,548,2,34902,18520,144 157 | 2020-06-26,Oman,1132,962,9,36034,19482,153 158 | 2020-06-27,Oman,919,881,6,36953,20363,159 159 | 2020-06-28,Oman,1197,837,4,38150,21200,163 160 | 2020-06-29,Oman,910,1222,6,39060,22422,169 161 | 2020-06-30,Oman,1010,1003,7,40070,23425,176 162 | 2020-07-01,Oman,1124,737,9,41194,24162,185 163 | 2020-07-02,Oman,1361,1156,3,42555,25318,188 164 | 2020-07-03,Oman,1374,851,5,43929,26169,193 165 | 2020-07-04,Oman,1177,799,10,45106,26968,203 166 | 2020-07-05,Oman,1072,949,10,46178,27917,213 167 | 2020-07-06,Oman,1557,1229,5,47735,29146,218 168 | 2020-07-07,Oman,1262,1854,6,48997,31000,224 169 | 2020-07-08,Oman,1210,1005,9,50207,32005,233 170 | 2020-07-09,Oman,1518,1016,3,51725,33021,236 171 | 2020-07-10,Oman,1889,1204,8,53614,34225,244 172 | 2020-07-11,Oman,1083,1030,4,54697,35255,248 173 | 2020-07-12,Oman,1318,843,9,56015,36098,257 174 | 2020-07-13,Oman,2164,1159,2,58179,37257,259 175 | 2020-07-14,Oman,1389,730,14,59568,37987,273 176 | 2020-07-15,Oman,1679,1051,8,61247,39038,281 177 | 2020-07-16,Oman,1327,1052,9,62574,40090,290 178 | 2020-07-17,Oman,1619,1360,8,64193,41450,298 179 | 2020-07-18,Oman,1311,1322,10,65504,42772,308 180 | 2020-07-19,Oman,1157,1232,10,66661,44004,318 181 | 2020-07-20,Oman,1739,1146,8,68400,45150,326 182 | 2020-07-21,Oman,1487,1458,11,69887,46608,337 183 | 2020-07-22,Oman,1660,1314,12,71547,47922,349 184 | 2020-07-23,Oman,1099,3427,6,72646,51349,355 185 | 2020-07-24,Oman,1145,1658,4,73791,53007,359 186 | 2020-07-25,Oman,1067,1054,12,74858,54061,371 187 | 2020-07-26,Oman,1147,1238,13,76005,55299,384 188 | 2020-07-27,Oman,1053,1729,9,77058,57028,393 189 | 2020-07-28,Oman,846,1559,9,77904,58587,402 190 | 2020-07-29,Oman,665,1653,10,78569,60240,412 191 | 2020-07-30,Oman,590,1181,9,79159,61421,421 192 | 2020-07-31,Oman,0,0,0,79159,61421,421 193 | 2020-08-01,Oman,0,0,0,79159,61421,421 194 | 2020-08-02,Oman,0,0,0,79159,61421,421 195 | 2020-08-03,Oman,0,0,0,79159,61421,421 196 | 2020-08-04,Oman,0,0,0,79159,61421,421 197 | 2020-08-05,Oman,1127,8382,67,80286,69803,488 198 | 2020-08-06,Oman,427,1107,4,80713,70910,492 199 | 2020-08-07,Oman,354,1353,10,81067,72263,502 200 | 2020-08-08,Oman,290,1218,7,81357,73481,509 201 | 2020-08-09,Oman,223,1210,4,81580,74691,513 202 | 2020-08-10,Oman,207,1433,8,81787,76124,521 203 | 2020-08-11,Oman,263,596,12,82050,76720,533 204 | 2020-08-12,Oman,249,352,6,82299,77072,539 205 | 2020-08-13,Oman,232,206,12,82531,77278,551 206 | 2020-08-14,Oman,212,149,6,82743,77427,557 207 | 2020-08-15,Oman,181,123,5,82924,77550,562 208 | 2020-08-16,Oman,162,130,10,83086,77680,572 209 | 2020-08-17,Oman,140,132,16,83226,77812,588 210 | 2020-08-18,Oman,192,165,9,83418,77977,597 211 | 2020-08-19,Oman,188,211,6,83606,78188,603 212 | 2020-08-20,Oman,163,198,6,83769,78386,609 213 | 2020-08-21,Oman,0,0,0,83769,78386,609 214 | 2020-08-22,Oman,0,0,0,83769,78386,609 215 | 2020-08-23,Oman,0,0,0,83769,78386,609 216 | 2020-08-24,Oman,740,526,28,84509,78912,637 217 | 2020-08-25,Oman,143,235,5,84652,79147,642 218 | 2020-08-26,Oman,166,262,4,84818,79409,646 219 | 2020-08-27,Oman,187,199,4,85005,79608,650 220 | 2020-08-28,Oman,0,0,0,85005,79608,650 221 | 2020-08-29,Oman,0,0,0,85005,79608,650 222 | 2020-08-30,Oman,539,851,27,85544,80459,677 223 | 2020-08-31,Oman,178,351,8,85722,80810,685 224 | 2020-09-01,Oman,206,214,4,85928,81024,689 225 | 2020-09-02,Oman,0,0,0,85928,81024,689 226 | 2020-09-03,Oman,452,804,16,86380,81828,705 227 | 2020-09-04,Oman,0,0,0,86380,81828,705 228 | 2020-09-05,Oman,0,0,0,86380,81828,705 229 | 2020-09-06,Oman,692,578,23,87072,82406,728 230 | 2020-09-07,Oman,256,399,6,87328,82805,734 231 | 2020-09-08,Oman,262,168,8,87590,82973,742 232 | 2020-09-09,Oman,349,142,9,87939,83115,751 233 | 2020-09-10,Oman,398,210,11,88337,83325,762 234 | 2020-09-11,Oman,0,0,0,88337,83325,762 235 | 2020-09-12,Oman,0,0,0,88337,83325,762 236 | 2020-09-13,Oman,1409,446,18,89746,83771,780 237 | 2020-09-14,Oman,476,157,10,90222,83928,790 238 | 2020-09-15,Oman,438,185,7,90660,84113,797 239 | 2020-09-16,Oman,536,250,8,91196,84363,805 240 | 2020-09-17,Oman,557,285,13,91753,84648,818 241 | 2020-09-18,Oman,0,0,0,91753,84648,818 242 | 2020-09-19,Oman,0,0,0,91753,84648,818 243 | 2020-09-20,Oman,1722,770,28,93475,85418,846 244 | 2020-09-21,Oman,576,363,7,94051,85781,853 245 | 2020-09-22,Oman,660,414,12,94711,86195,865 246 | 2020-09-23,Oman,628,287,10,95339,86482,875 247 | 2020-09-24,Oman,568,283,10,95907,86765,885 248 | 2020-09-25,Oman,0,0,0,95907,86765,885 249 | 2020-09-26,Oman,0,0,0,95907,86765,885 250 | 2020-09-27,Oman,1543,1036,24,97450,87801,909 251 | 2020-09-28,Oman,607,433,15,98057,88234,924 252 | 2020-09-29,Oman,528,294,11,98585,88528,935 253 | 2020-09-30,Oman,0,0,0,98585,88528,935 254 | 2020-10-01,Oman,0,0,0,98585,88528,935 255 | 2020-10-02,Oman,0,0,0,98585,88528,935 256 | 2020-10-03,Oman,0,0,0,98585,88528,935 257 | 2020-10-04,Oman,2685,1768,42,101270,90296,977 258 | 2020-10-05,Oman,544,304,8,101814,90600,985 259 | 2020-10-06,Oman,834,675,5,102648,91275,990 260 | 2020-10-07,Oman,817,54,10,103465,91329,1000 261 | 2020-10-08,Oman,664,402,9,104129,91731,1009 262 | 2020-10-09,Oman,0,0,0,104129,91731,1009 263 | 2020-10-10,Oman,0,0,0,104129,91731,1009 264 | 2020-10-11,Oman,1761,1109,29,105890,92840,1038 265 | 2020-10-12,Oman,685,382,8,106575,93222,1046 266 | 2020-10-13,Oman,638,335,7,107213,93557,1053 267 | 2020-10-14,Oman,563,351,8,107776,93908,1061 268 | 2020-10-15,Oman,520,321,10,108296,94229,1071 269 | 2020-10-16,Oman,0,0,0,108296,94229,1071 270 | 2020-10-17,Oman,0,0,0,108296,94229,1071 271 | 2020-10-18,Oman,1657,1395,30,109953,95624,1101 272 | 2020-10-19,Oman,641,776,13,110594,96400,1114 273 | 2020-10-20,Oman,439,549,8,111033,96949,1122 274 | 2020-10-21,Oman,451,418,15,111484,97367,1137 275 | 2020-10-22,Oman,353,582,10,111837,97949,1147 276 | 2020-10-23,Oman,0,0,0,111837,97949,1147 277 | 2020-10-24,Oman,0,0,0,111837,97949,1147 278 | 2020-10-25,Oman,1095,1329,27,112932,99278,1174 279 | 2020-10-26,Oman,422,390,16,113354,99668,1190 280 | 2020-10-27,Oman,466,329,13,113820,99997,1203 281 | 2020-10-28,Oman,614,3063,5,114434,103060,1208 282 | 2020-10-29,Oman,0,0,0,114434,103060,1208 283 | -------------------------------------------------------------------------------- /data/input/countries/Cases_Serbia.csv: -------------------------------------------------------------------------------- 1 | Date,Country,Confirmed,Recovered,Deceased,Total_Confirmed,Total_Recovered,Total_Deceased 2 | 2020-01-23,Serbia,0,0,0,0,0,0 3 | 2020-01-24,Serbia,0,0,0,0,0,0 4 | 2020-01-25,Serbia,0,0,0,0,0,0 5 | 2020-01-26,Serbia,0,0,0,0,0,0 6 | 2020-01-27,Serbia,0,0,0,0,0,0 7 | 2020-01-28,Serbia,0,0,0,0,0,0 8 | 2020-01-29,Serbia,0,0,0,0,0,0 9 | 2020-01-30,Serbia,0,0,0,0,0,0 10 | 2020-01-31,Serbia,0,0,0,0,0,0 11 | 2020-02-01,Serbia,0,0,0,0,0,0 12 | 2020-02-02,Serbia,0,0,0,0,0,0 13 | 2020-02-03,Serbia,0,0,0,0,0,0 14 | 2020-02-04,Serbia,0,0,0,0,0,0 15 | 2020-02-05,Serbia,0,0,0,0,0,0 16 | 2020-02-06,Serbia,0,0,0,0,0,0 17 | 2020-02-07,Serbia,0,0,0,0,0,0 18 | 2020-02-08,Serbia,0,0,0,0,0,0 19 | 2020-02-09,Serbia,0,0,0,0,0,0 20 | 2020-02-10,Serbia,0,0,0,0,0,0 21 | 2020-02-11,Serbia,0,0,0,0,0,0 22 | 2020-02-12,Serbia,0,0,0,0,0,0 23 | 2020-02-13,Serbia,0,0,0,0,0,0 24 | 2020-02-14,Serbia,0,0,0,0,0,0 25 | 2020-02-15,Serbia,0,0,0,0,0,0 26 | 2020-02-16,Serbia,0,0,0,0,0,0 27 | 2020-02-17,Serbia,0,0,0,0,0,0 28 | 2020-02-18,Serbia,0,0,0,0,0,0 29 | 2020-02-19,Serbia,0,0,0,0,0,0 30 | 2020-02-20,Serbia,0,0,0,0,0,0 31 | 2020-02-21,Serbia,0,0,0,0,0,0 32 | 2020-02-22,Serbia,0,0,0,0,0,0 33 | 2020-02-23,Serbia,0,0,0,0,0,0 34 | 2020-02-24,Serbia,0,0,0,0,0,0 35 | 2020-02-25,Serbia,0,0,0,0,0,0 36 | 2020-02-26,Serbia,0,0,0,0,0,0 37 | 2020-02-27,Serbia,0,0,0,0,0,0 38 | 2020-02-28,Serbia,0,0,0,0,0,0 39 | 2020-02-29,Serbia,0,0,0,0,0,0 40 | 2020-03-01,Serbia,0,0,0,0,0,0 41 | 2020-03-02,Serbia,0,0,0,0,0,0 42 | 2020-03-03,Serbia,0,0,0,0,0,0 43 | 2020-03-04,Serbia,0,0,0,0,0,0 44 | 2020-03-05,Serbia,0,0,0,0,0,0 45 | 2020-03-06,Serbia,1,0,0,1,0,0 46 | 2020-03-07,Serbia,0,0,0,1,0,0 47 | 2020-03-08,Serbia,0,0,0,1,0,0 48 | 2020-03-09,Serbia,0,0,0,1,0,0 49 | 2020-03-10,Serbia,4,0,0,5,0,0 50 | 2020-03-11,Serbia,7,0,0,12,0,0 51 | 2020-03-12,Serbia,7,0,0,19,0,0 52 | 2020-03-13,Serbia,16,0,0,35,0,0 53 | 2020-03-14,Serbia,11,0,0,46,0,0 54 | 2020-03-15,Serbia,2,0,0,48,0,0 55 | 2020-03-16,Serbia,7,1,0,55,1,0 56 | 2020-03-17,Serbia,10,0,0,65,1,0 57 | 2020-03-18,Serbia,18,0,0,83,1,0 58 | 2020-03-19,Serbia,20,0,0,103,1,0 59 | 2020-03-20,Serbia,32,0,1,135,1,1 60 | 2020-03-21,Serbia,36,0,0,171,1,1 61 | 2020-03-22,Serbia,51,0,1,222,1,2 62 | 2020-03-23,Serbia,27,0,1,249,1,3 63 | 2020-03-24,Serbia,54,14,0,303,15,3 64 | 2020-03-25,Serbia,81,0,1,384,15,4 65 | 2020-03-26,Serbia,0,-15,-3,384,0,1 66 | 2020-03-27,Serbia,73,0,0,457,0,1 67 | 2020-03-28,Serbia,202,0,9,659,0,10 68 | 2020-03-29,Serbia,82,0,3,741,0,13 69 | 2020-03-30,Serbia,44,0,3,785,0,16 70 | 2020-03-31,Serbia,115,0,0,900,0,16 71 | 2020-04-01,Serbia,160,0,12,1060,0,28 72 | 2020-04-02,Serbia,111,0,3,1171,0,31 73 | 2020-04-03,Serbia,305,0,8,1476,0,39 74 | 2020-04-04,Serbia,148,0,5,1624,0,44 75 | 2020-04-05,Serbia,284,0,7,1908,0,51 76 | 2020-04-06,Serbia,292,0,7,2200,0,58 77 | 2020-04-07,Serbia,247,0,3,2447,0,61 78 | 2020-04-08,Serbia,219,0,4,2666,0,65 79 | 2020-04-09,Serbia,201,0,1,2867,0,66 80 | 2020-04-10,Serbia,238,0,5,3105,0,71 81 | 2020-04-11,Serbia,275,0,3,3380,0,74 82 | 2020-04-12,Serbia,250,0,6,3630,0,80 83 | 2020-04-13,Serbia,424,0,5,4054,0,85 84 | 2020-04-14,Serbia,411,0,9,4465,0,94 85 | 2020-04-15,Serbia,408,0,5,4873,0,99 86 | 2020-04-16,Serbia,445,0,4,5318,0,103 87 | 2020-04-17,Serbia,372,534,7,5690,534,110 88 | 2020-04-18,Serbia,304,103,7,5994,637,117 89 | 2020-04-19,Serbia,324,116,5,6318,753,122 90 | 2020-04-20,Serbia,312,117,3,6630,870,125 91 | 2020-04-21,Serbia,260,107,5,6890,977,130 92 | 2020-04-22,Serbia,254,48,4,7144,1025,134 93 | 2020-04-23,Serbia,132,42,5,7276,1067,139 94 | 2020-04-24,Serbia,207,27,5,7483,1094,144 95 | 2020-04-25,Serbia,296,58,7,7779,1152,151 96 | 2020-04-26,Serbia,263,30,5,8042,1182,156 97 | 2020-04-27,Serbia,233,27,6,8275,1209,162 98 | 2020-04-28,Serbia,222,51,6,8497,1260,168 99 | 2020-04-29,Serbia,227,32,5,8724,1292,173 100 | 2020-04-30,Serbia,285,51,6,9009,1343,179 101 | 2020-05-01,Serbia,0,0,0,9009,1343,179 102 | 2020-05-02,Serbia,353,83,10,9362,1426,189 103 | 2020-05-03,Serbia,102,125,4,9464,1551,193 104 | 2020-05-04,Serbia,93,23,4,9557,1574,197 105 | 2020-05-05,Serbia,120,149,3,9677,1723,200 106 | 2020-05-06,Serbia,114,248,3,9791,1971,203 107 | 2020-05-07,Serbia,57,189,3,9848,2160,206 108 | 2020-05-08,Serbia,95,293,3,9943,2453,209 109 | 2020-05-09,Serbia,89,279,6,10032,2732,215 110 | 2020-05-10,Serbia,0,0,0,10032,2732,215 111 | 2020-05-11,Serbia,144,558,3,10176,3290,218 112 | 2020-05-12,Serbia,67,310,2,10243,3600,220 113 | 2020-05-13,Serbia,52,224,2,10295,3824,222 114 | 2020-05-14,Serbia,79,260,2,10374,4084,224 115 | 2020-05-15,Serbia,64,217,1,10438,4301,225 116 | 2020-05-16,Serbia,58,178,3,10496,4479,228 117 | 2020-05-17,Serbia,114,234,2,10610,4713,230 118 | 2020-05-18,Serbia,89,86,1,10699,4799,231 119 | 2020-05-19,Serbia,34,105,3,10733,4904,234 120 | 2020-05-20,Serbia,100,163,1,10833,5067,235 121 | 2020-05-21,Serbia,86,303,2,10919,5370,237 122 | 2020-05-22,Serbia,105,171,0,11024,5541,237 123 | 2020-05-23,Serbia,68,158,1,11092,5699,238 124 | 2020-05-24,Serbia,67,158,0,11159,5857,238 125 | 2020-05-25,Serbia,34,63,1,11193,5920,239 126 | 2020-05-26,Serbia,34,147,0,11227,6067,239 127 | 2020-05-27,Serbia,48,210,1,11275,6277,240 128 | 2020-05-28,Serbia,25,161,1,11300,6438,241 129 | 2020-05-29,Serbia,54,86,1,11354,6524,242 130 | 2020-05-30,Serbia,27,82,0,11381,6606,242 131 | 2020-05-31,Serbia,31,92,1,11412,6698,243 132 | 2020-06-01,Serbia,18,28,1,11430,6726,244 133 | 2020-06-02,Serbia,24,40,1,11454,6766,245 134 | 2020-06-03,Serbia,69,86,0,11523,6852,245 135 | 2020-06-04,Serbia,48,58,1,11571,6910,246 136 | 2020-06-05,Serbia,96,21,1,11667,6931,247 137 | 2020-06-06,Serbia,74,4125,1,11741,11056,248 138 | 2020-06-07,Serbia,82,292,1,11823,11348,249 139 | 2020-06-08,Serbia,73,-159,1,11896,11189,250 140 | 2020-06-09,Serbia,69,79,0,11965,11268,250 141 | 2020-06-10,Serbia,66,80,1,12031,11348,251 142 | 2020-06-11,Serbia,71,14,1,12102,11362,252 143 | 2020-06-12,Serbia,73,49,0,12175,11411,252 144 | 2020-06-13,Serbia,76,54,1,12251,11465,253 145 | 2020-06-14,Serbia,59,46,1,12310,11511,254 146 | 2020-06-15,Serbia,57,50,1,12367,11561,255 147 | 2020-06-16,Serbia,59,63,1,12426,11624,256 148 | 2020-06-17,Serbia,96,73,1,12522,11697,257 149 | 2020-06-18,Serbia,94,72,1,12616,11769,258 150 | 2020-06-19,Serbia,93,53,1,12709,11822,259 151 | 2020-06-20,Serbia,94,67,1,12803,11889,260 152 | 2020-06-21,Serbia,91,58,1,12894,11947,261 153 | 2020-06-22,Serbia,96,50,1,12990,11997,262 154 | 2020-06-23,Serbia,102,57,1,13092,12054,263 155 | 2020-06-24,Serbia,143,57,0,13235,12111,263 156 | 2020-06-25,Serbia,137,43,1,13372,12154,264 157 | 2020-06-26,Serbia,193,78,1,13565,12232,265 158 | 2020-06-27,Serbia,227,106,2,13792,12338,267 159 | 2020-06-28,Serbia,254,126,3,14046,12464,270 160 | 2020-06-29,Serbia,242,117,4,14288,12581,274 161 | 2020-06-30,Serbia,276,81,3,14564,12662,277 162 | 2020-07-01,Serbia,272,110,4,14836,12772,281 163 | 2020-07-02,Serbia,359,140,6,15195,12912,287 164 | 2020-07-03,Serbia,309,152,11,15504,13064,298 165 | 2020-07-04,Serbia,325,112,8,15829,13176,306 166 | 2020-07-05,Serbia,302,91,5,16131,13267,311 167 | 2020-07-06,Serbia,289,99,6,16420,13366,317 168 | 2020-07-07,Serbia,299,81,13,16719,13447,330 169 | 2020-07-08,Serbia,357,115,11,17076,13562,341 170 | 2020-07-09,Serbia,266,89,11,17342,13651,352 171 | 2020-07-10,Serbia,386,68,18,17728,13719,370 172 | 2020-07-11,Serbia,345,61,12,18073,13780,382 173 | 2020-07-12,Serbia,287,96,11,18360,13876,393 174 | 2020-07-13,Serbia,279,64,12,18639,13940,405 175 | 2020-07-14,Serbia,344,51,13,18983,13991,418 176 | 2020-07-15,Serbia,351,56,11,19334,14047,429 177 | 2020-07-16,Serbia,383,370,13,19717,14417,442 178 | 2020-07-17,Serbia,392,382,10,20109,14799,452 179 | 2020-07-18,Serbia,389,380,9,20498,15179,461 180 | 2020-07-19,Serbia,396,385,11,20894,15564,472 181 | 2020-07-20,Serbia,359,-15564,10,21253,0,482 182 | 2020-07-21,Serbia,352,0,9,21605,0,491 183 | 2020-07-22,Serbia,426,0,8,22031,0,499 184 | 2020-07-23,Serbia,412,0,9,22443,0,508 185 | 2020-07-24,Serbia,409,0,10,22852,0,518 186 | 2020-07-25,Serbia,0,0,0,22852,0,518 187 | 2020-07-26,Serbia,878,0,16,23730,0,534 188 | 2020-07-27,Serbia,411,0,9,24141,0,543 189 | 2020-07-28,Serbia,379,0,8,24520,0,551 190 | 2020-07-29,Serbia,372,0,7,24892,0,558 191 | 2020-07-30,Serbia,321,0,7,25213,0,565 192 | 2020-07-31,Serbia,339,0,8,25552,0,573 193 | 2020-08-01,Serbia,330,0,9,25882,0,582 194 | 2020-08-02,Serbia,311,0,8,26193,0,590 195 | 2020-08-03,Serbia,258,0,8,26451,0,598 196 | 2020-08-04,Serbia,287,0,7,26738,0,605 197 | 2020-08-05,Serbia,295,0,9,27033,0,614 198 | 2020-08-06,Serbia,299,0,7,27332,0,621 199 | 2020-08-07,Serbia,276,0,5,27608,0,626 200 | 2020-08-08,Serbia,255,0,6,27863,0,632 201 | 2020-08-09,Serbia,236,0,9,28099,0,641 202 | 2020-08-10,Serbia,163,0,5,28262,0,646 203 | 2020-08-11,Serbia,235,0,6,28497,0,652 204 | 2020-08-12,Serbia,254,0,6,28751,0,658 205 | 2020-08-13,Serbia,247,0,3,28998,0,661 206 | 2020-08-14,Serbia,235,0,4,29233,0,665 207 | 2020-08-15,Serbia,238,0,5,29471,0,670 208 | 2020-08-16,Serbia,211,0,4,29682,0,674 209 | 2020-08-17,Serbia,100,0,3,29782,0,677 210 | 2020-08-18,Serbia,108,0,4,29890,0,681 211 | 2020-08-19,Serbia,158,0,3,30048,0,684 212 | 2020-08-20,Serbia,161,0,5,30209,0,689 213 | 2020-08-21,Serbia,169,0,3,30378,0,692 214 | 2020-08-22,Serbia,170,0,3,30548,0,695 215 | 2020-08-23,Serbia,109,0,3,30657,0,698 216 | 2020-08-24,Serbia,57,0,3,30714,0,701 217 | 2020-08-25,Serbia,106,0,4,30820,0,705 218 | 2020-08-26,Serbia,154,0,2,30974,0,707 219 | 2020-08-27,Serbia,125,0,0,31099,0,707 220 | 2020-08-28,Serbia,108,0,2,31207,0,709 221 | 2020-08-29,Serbia,75,0,1,31282,0,710 222 | 2020-08-30,Serbia,83,0,1,31365,0,711 223 | 2020-08-31,Serbia,41,0,2,31406,0,713 224 | 2020-09-01,Serbia,76,0,2,31482,0,715 225 | 2020-09-02,Serbia,99,0,1,31581,0,716 226 | 2020-09-03,Serbia,95,0,2,31676,0,718 227 | 2020-09-04,Serbia,96,0,3,31772,0,721 228 | 2020-09-05,Serbia,77,0,2,31849,0,723 229 | 2020-09-06,Serbia,56,0,1,31905,0,724 230 | 2020-09-07,Serbia,36,0,1,31941,0,725 231 | 2020-09-08,Serbia,53,0,2,31994,0,727 232 | 2020-09-09,Serbia,84,0,1,32078,0,728 233 | 2020-09-10,Serbia,58,0,1,32136,0,729 234 | 2020-09-11,Serbia,92,0,1,32228,0,730 235 | 2020-09-12,Serbia,72,0,1,32300,0,731 236 | 2020-09-13,Serbia,108,0,2,32408,0,733 237 | 2020-09-14,Serbia,29,0,0,32437,0,733 238 | 2020-09-15,Serbia,74,0,2,32511,0,735 239 | 2020-09-16,Serbia,102,0,1,32613,0,736 240 | 2020-09-17,Serbia,82,0,2,32695,0,738 241 | 2020-09-18,Serbia,62,0,1,32757,0,739 242 | 2020-09-19,Serbia,83,0,1,32840,0,740 243 | 2020-09-20,Serbia,68,0,1,32908,0,741 244 | 2020-09-21,Serbia,30,0,2,32938,0,743 245 | 2020-09-22,Serbia,61,0,0,32999,0,743 246 | 2020-09-23,Serbia,81,0,1,33080,0,744 247 | 2020-09-24,Serbia,83,0,1,33163,0,745 248 | 2020-09-25,Serbia,75,0,1,33238,0,746 249 | 2020-09-26,Serbia,74,0,0,33312,0,746 250 | 2020-09-27,Serbia,72,0,1,33384,0,747 251 | 2020-09-28,Serbia,30,0,1,33414,0,748 252 | 2020-09-29,Serbia,65,0,1,33479,0,749 253 | 2020-09-30,Serbia,72,0,0,33551,0,749 254 | 2020-10-01,Serbia,111,0,1,33662,0,750 255 | 2020-10-02,Serbia,73,0,1,33735,0,751 256 | 2020-10-03,Serbia,107,0,2,33842,0,753 257 | 2020-10-04,Serbia,59,0,1,33901,0,754 258 | 2020-10-05,Serbia,51,0,2,33952,0,756 259 | 2020-10-06,Serbia,120,0,1,34072,0,757 260 | 2020-10-07,Serbia,121,0,1,34193,0,758 261 | 2020-10-08,Serbia,151,0,2,34344,0,760 262 | 2020-10-09,Serbia,173,0,1,34517,0,761 263 | 2020-10-10,Serbia,168,0,1,34685,0,762 264 | 2020-10-11,Serbia,102,0,1,34787,0,763 265 | 2020-10-12,Serbia,67,0,2,34854,0,765 266 | 2020-10-13,Serbia,152,0,2,35006,0,767 267 | 2020-10-14,Serbia,245,0,1,35251,0,768 268 | 2020-10-15,Serbia,203,0,2,35454,0,770 269 | 2020-10-16,Serbia,265,0,2,35719,0,772 270 | 2020-10-17,Serbia,227,0,2,35946,0,774 271 | 2020-10-18,Serbia,214,0,2,36160,0,776 272 | 2020-10-19,Serbia,122,0,2,36282,0,778 273 | 2020-10-20,Serbia,326,0,2,36608,0,780 274 | 2020-10-21,Serbia,512,0,0,37120,0,780 275 | 2020-10-22,Serbia,416,0,3,37536,0,783 276 | 2020-10-23,Serbia,579,0,3,38115,0,786 277 | 2020-10-24,Serbia,757,0,3,38872,0,789 278 | 2020-10-25,Serbia,614,0,3,39486,0,792 279 | 2020-10-26,Serbia,341,0,1,39827,0,793 280 | 2020-10-27,Serbia,1053,0,5,40880,0,798 281 | 2020-10-28,Serbia,1328,0,5,42208,0,803 282 | 2020-10-29,Serbia,1384,0,6,43592,0,809 283 | -------------------------------------------------------------------------------- /data/input/countries/Cases_Tunisia.csv: -------------------------------------------------------------------------------- 1 | Date,Country,Confirmed,Recovered,Deceased,Total_Confirmed,Total_Recovered,Total_Deceased 2 | 2020-01-23,Tunisia,0,0,0,0,0,0 3 | 2020-01-24,Tunisia,0,0,0,0,0,0 4 | 2020-01-25,Tunisia,0,0,0,0,0,0 5 | 2020-01-26,Tunisia,0,0,0,0,0,0 6 | 2020-01-27,Tunisia,0,0,0,0,0,0 7 | 2020-01-28,Tunisia,0,0,0,0,0,0 8 | 2020-01-29,Tunisia,0,0,0,0,0,0 9 | 2020-01-30,Tunisia,0,0,0,0,0,0 10 | 2020-01-31,Tunisia,0,0,0,0,0,0 11 | 2020-02-01,Tunisia,0,0,0,0,0,0 12 | 2020-02-02,Tunisia,0,0,0,0,0,0 13 | 2020-02-03,Tunisia,0,0,0,0,0,0 14 | 2020-02-04,Tunisia,0,0,0,0,0,0 15 | 2020-02-05,Tunisia,0,0,0,0,0,0 16 | 2020-02-06,Tunisia,0,0,0,0,0,0 17 | 2020-02-07,Tunisia,0,0,0,0,0,0 18 | 2020-02-08,Tunisia,0,0,0,0,0,0 19 | 2020-02-09,Tunisia,0,0,0,0,0,0 20 | 2020-02-10,Tunisia,0,0,0,0,0,0 21 | 2020-02-11,Tunisia,0,0,0,0,0,0 22 | 2020-02-12,Tunisia,0,0,0,0,0,0 23 | 2020-02-13,Tunisia,0,0,0,0,0,0 24 | 2020-02-14,Tunisia,0,0,0,0,0,0 25 | 2020-02-15,Tunisia,0,0,0,0,0,0 26 | 2020-02-16,Tunisia,0,0,0,0,0,0 27 | 2020-02-17,Tunisia,0,0,0,0,0,0 28 | 2020-02-18,Tunisia,0,0,0,0,0,0 29 | 2020-02-19,Tunisia,0,0,0,0,0,0 30 | 2020-02-20,Tunisia,0,0,0,0,0,0 31 | 2020-02-21,Tunisia,0,0,0,0,0,0 32 | 2020-02-22,Tunisia,0,0,0,0,0,0 33 | 2020-02-23,Tunisia,0,0,0,0,0,0 34 | 2020-02-24,Tunisia,0,0,0,0,0,0 35 | 2020-02-25,Tunisia,0,0,0,0,0,0 36 | 2020-02-26,Tunisia,0,0,0,0,0,0 37 | 2020-02-27,Tunisia,0,0,0,0,0,0 38 | 2020-02-28,Tunisia,0,0,0,0,0,0 39 | 2020-02-29,Tunisia,0,0,0,0,0,0 40 | 2020-03-01,Tunisia,0,0,0,0,0,0 41 | 2020-03-02,Tunisia,0,0,0,0,0,0 42 | 2020-03-03,Tunisia,0,0,0,0,0,0 43 | 2020-03-04,Tunisia,1,0,0,1,0,0 44 | 2020-03-05,Tunisia,0,0,0,1,0,0 45 | 2020-03-06,Tunisia,0,0,0,1,0,0 46 | 2020-03-07,Tunisia,0,0,0,1,0,0 47 | 2020-03-08,Tunisia,1,0,0,2,0,0 48 | 2020-03-09,Tunisia,0,0,0,2,0,0 49 | 2020-03-10,Tunisia,3,0,0,5,0,0 50 | 2020-03-11,Tunisia,2,0,0,7,0,0 51 | 2020-03-12,Tunisia,0,0,0,7,0,0 52 | 2020-03-13,Tunisia,9,0,0,16,0,0 53 | 2020-03-14,Tunisia,2,0,0,18,0,0 54 | 2020-03-15,Tunisia,0,0,0,18,0,0 55 | 2020-03-16,Tunisia,2,0,0,20,0,0 56 | 2020-03-17,Tunisia,4,0,0,24,0,0 57 | 2020-03-18,Tunisia,5,0,0,29,0,0 58 | 2020-03-19,Tunisia,10,0,1,39,0,1 59 | 2020-03-20,Tunisia,15,0,0,54,0,1 60 | 2020-03-21,Tunisia,6,0,0,60,0,1 61 | 2020-03-22,Tunisia,15,1,2,75,1,3 62 | 2020-03-23,Tunisia,14,0,0,89,1,3 63 | 2020-03-24,Tunisia,25,0,1,114,1,4 64 | 2020-03-25,Tunisia,59,1,1,173,2,5 65 | 2020-03-26,Tunisia,24,0,1,197,2,6 66 | 2020-03-27,Tunisia,30,0,0,227,2,6 67 | 2020-03-28,Tunisia,51,0,2,278,2,8 68 | 2020-03-29,Tunisia,34,0,0,312,2,8 69 | 2020-03-30,Tunisia,0,1,0,312,3,8 70 | 2020-03-31,Tunisia,82,0,2,394,3,10 71 | 2020-04-01,Tunisia,29,2,2,423,5,12 72 | 2020-04-02,Tunisia,32,0,2,455,5,14 73 | 2020-04-03,Tunisia,40,0,4,495,5,18 74 | 2020-04-04,Tunisia,58,0,0,553,5,18 75 | 2020-04-05,Tunisia,21,0,4,574,5,22 76 | 2020-04-06,Tunisia,22,0,0,596,5,22 77 | 2020-04-07,Tunisia,27,20,1,623,25,23 78 | 2020-04-08,Tunisia,5,0,1,628,25,24 79 | 2020-04-09,Tunisia,15,0,1,643,25,25 80 | 2020-04-10,Tunisia,28,0,0,671,25,25 81 | 2020-04-11,Tunisia,14,18,3,685,43,28 82 | 2020-04-12,Tunisia,22,0,3,707,43,31 83 | 2020-04-13,Tunisia,19,0,3,726,43,34 84 | 2020-04-14,Tunisia,21,0,0,747,43,34 85 | 2020-04-15,Tunisia,33,0,1,780,43,35 86 | 2020-04-16,Tunisia,42,0,2,822,43,37 87 | 2020-04-17,Tunisia,42,0,0,864,43,37 88 | 2020-04-18,Tunisia,0,0,0,864,43,37 89 | 2020-04-19,Tunisia,15,0,1,879,43,38 90 | 2020-04-20,Tunisia,5,105,0,884,148,38 91 | 2020-04-21,Tunisia,0,0,0,884,148,38 92 | 2020-04-22,Tunisia,25,42,0,909,190,38 93 | 2020-04-23,Tunisia,9,0,0,918,190,38 94 | 2020-04-24,Tunisia,4,4,0,922,194,38 95 | 2020-04-25,Tunisia,17,13,0,939,207,38 96 | 2020-04-26,Tunisia,10,9,0,949,216,38 97 | 2020-04-27,Tunisia,18,63,1,967,279,39 98 | 2020-04-28,Tunisia,8,0,1,975,279,40 99 | 2020-04-29,Tunisia,5,15,0,980,294,40 100 | 2020-04-30,Tunisia,14,11,1,994,305,41 101 | 2020-05-01,Tunisia,4,11,0,998,316,41 102 | 2020-05-02,Tunisia,11,7,1,1009,323,42 103 | 2020-05-03,Tunisia,4,5,0,1013,328,42 104 | 2020-05-04,Tunisia,5,78,1,1018,406,43 105 | 2020-05-05,Tunisia,4,76,0,1022,482,43 106 | 2020-05-06,Tunisia,3,109,0,1025,591,43 107 | 2020-05-07,Tunisia,1,9,1,1026,600,44 108 | 2020-05-08,Tunisia,4,38,1,1030,638,45 109 | 2020-05-09,Tunisia,2,22,0,1032,660,45 110 | 2020-05-10,Tunisia,0,40,0,1032,700,45 111 | 2020-05-11,Tunisia,0,27,0,1032,727,45 112 | 2020-05-12,Tunisia,0,13,0,1032,740,45 113 | 2020-05-13,Tunisia,0,19,0,1032,759,45 114 | 2020-05-14,Tunisia,0,11,0,1032,770,45 115 | 2020-05-15,Tunisia,3,32,0,1035,802,45 116 | 2020-05-16,Tunisia,2,5,0,1037,807,45 117 | 2020-05-17,Tunisia,0,9,0,1037,816,45 118 | 2020-05-18,Tunisia,6,3,1,1043,819,46 119 | 2020-05-19,Tunisia,1,7,1,1044,826,47 120 | 2020-05-20,Tunisia,1,36,0,1045,862,47 121 | 2020-05-21,Tunisia,1,21,0,1046,883,47 122 | 2020-05-22,Tunisia,2,20,0,1048,903,47 123 | 2020-05-23,Tunisia,0,11,1,1048,914,48 124 | 2020-05-24,Tunisia,3,3,0,1051,917,48 125 | 2020-05-25,Tunisia,0,2,0,1051,919,48 126 | 2020-05-26,Tunisia,0,10,0,1051,929,48 127 | 2020-05-27,Tunisia,0,0,0,1051,929,48 128 | 2020-05-28,Tunisia,17,9,0,1068,938,48 129 | 2020-05-29,Tunisia,3,8,0,1071,946,48 130 | 2020-05-30,Tunisia,5,4,0,1076,950,48 131 | 2020-05-31,Tunisia,1,10,0,1077,960,48 132 | 2020-06-01,Tunisia,7,4,0,1084,964,48 133 | 2020-06-02,Tunisia,2,1,0,1086,965,48 134 | 2020-06-03,Tunisia,1,0,1,1087,965,49 135 | 2020-06-04,Tunisia,0,3,0,1087,968,49 136 | 2020-06-05,Tunisia,0,1,0,1087,969,49 137 | 2020-06-06,Tunisia,0,8,0,1087,977,49 138 | 2020-06-07,Tunisia,0,5,0,1087,982,49 139 | 2020-06-08,Tunisia,0,0,0,1087,982,49 140 | 2020-06-09,Tunisia,0,0,0,1087,982,49 141 | 2020-06-10,Tunisia,0,1,0,1087,983,49 142 | 2020-06-11,Tunisia,0,6,0,1087,989,49 143 | 2020-06-12,Tunisia,6,6,0,1093,995,49 144 | 2020-06-13,Tunisia,1,0,0,1094,995,49 145 | 2020-06-14,Tunisia,2,3,0,1096,998,49 146 | 2020-06-15,Tunisia,14,1,0,1110,999,49 147 | 2020-06-16,Tunisia,15,3,0,1125,1002,49 148 | 2020-06-17,Tunisia,3,2,1,1128,1004,50 149 | 2020-06-18,Tunisia,4,2,0,1132,1006,50 150 | 2020-06-19,Tunisia,14,8,0,1146,1014,50 151 | 2020-06-20,Tunisia,10,3,0,1156,1017,50 152 | 2020-06-21,Tunisia,1,3,0,1157,1020,50 153 | 2020-06-22,Tunisia,2,0,0,1159,1020,50 154 | 2020-06-23,Tunisia,0,3,0,1159,1023,50 155 | 2020-06-24,Tunisia,1,0,0,1160,1023,50 156 | 2020-06-25,Tunisia,2,0,0,1162,1023,50 157 | 2020-06-26,Tunisia,2,0,0,1164,1023,50 158 | 2020-06-27,Tunisia,4,2,0,1168,1025,50 159 | 2020-06-28,Tunisia,1,4,0,1169,1029,50 160 | 2020-06-29,Tunisia,3,0,0,1172,1029,50 161 | 2020-06-30,Tunisia,2,2,0,1174,1031,50 162 | 2020-07-01,Tunisia,1,7,0,1175,1038,50 163 | 2020-07-02,Tunisia,3,1,0,1178,1039,50 164 | 2020-07-03,Tunisia,3,6,0,1181,1045,50 165 | 2020-07-04,Tunisia,5,1,0,1186,1046,50 166 | 2020-07-05,Tunisia,2,2,0,1188,1048,50 167 | 2020-07-06,Tunisia,11,1,0,1199,1049,50 168 | 2020-07-07,Tunisia,6,0,0,1205,1049,50 169 | 2020-07-08,Tunisia,16,1,0,1221,1050,50 170 | 2020-07-09,Tunisia,10,5,0,1231,1055,50 171 | 2020-07-10,Tunisia,9,12,0,1240,1067,50 172 | 2020-07-11,Tunisia,5,9,0,1245,1076,50 173 | 2020-07-12,Tunisia,18,0,0,1263,1076,50 174 | 2020-07-13,Tunisia,39,6,0,1302,1082,50 175 | 2020-07-14,Tunisia,4,5,0,1306,1087,50 176 | 2020-07-15,Tunisia,13,4,0,1319,1091,50 177 | 2020-07-16,Tunisia,8,2,0,1327,1093,50 178 | 2020-07-17,Tunisia,9,2,0,1336,1095,50 179 | 2020-07-18,Tunisia,12,0,0,1348,1095,50 180 | 2020-07-19,Tunisia,26,2,0,1374,1097,50 181 | 2020-07-20,Tunisia,7,2,0,1381,1099,50 182 | 2020-07-21,Tunisia,8,4,0,1389,1103,50 183 | 2020-07-22,Tunisia,5,5,0,1394,1108,50 184 | 2020-07-23,Tunisia,12,10,0,1406,1118,50 185 | 2020-07-24,Tunisia,19,6,0,1425,1124,50 186 | 2020-07-25,Tunisia,18,9,0,1443,1133,50 187 | 2020-07-26,Tunisia,9,9,0,1452,1142,50 188 | 2020-07-27,Tunisia,3,15,0,1455,1157,50 189 | 2020-07-28,Tunisia,13,11,0,1468,1168,50 190 | 2020-07-29,Tunisia,20,10,0,1488,1178,50 191 | 2020-07-30,Tunisia,26,9,0,1514,1187,50 192 | 2020-07-31,Tunisia,21,8,0,1535,1195,50 193 | 2020-08-01,Tunisia,17,22,1,1552,1217,51 194 | 2020-08-02,Tunisia,9,4,0,1561,1221,51 195 | 2020-08-03,Tunisia,4,4,0,1565,1225,51 196 | 2020-08-04,Tunisia,19,2,0,1584,1227,51 197 | 2020-08-05,Tunisia,17,6,0,1601,1233,51 198 | 2020-08-06,Tunisia,41,8,0,1642,1241,51 199 | 2020-08-07,Tunisia,14,10,0,1656,1251,51 200 | 2020-08-08,Tunisia,22,8,0,1678,1259,51 201 | 2020-08-09,Tunisia,19,4,0,1697,1263,51 202 | 2020-08-10,Tunisia,20,2,0,1717,1265,51 203 | 2020-08-11,Tunisia,21,7,1,1738,1272,52 204 | 2020-08-12,Tunisia,42,6,0,1780,1278,52 205 | 2020-08-13,Tunisia,67,24,1,1847,1302,53 206 | 2020-08-14,Tunisia,56,18,0,1903,1320,53 207 | 2020-08-15,Tunisia,120,7,1,2023,1327,54 208 | 2020-08-16,Tunisia,84,31,0,2107,1358,54 209 | 2020-08-17,Tunisia,78,4,2,2185,1362,56 210 | 2020-08-18,Tunisia,129,8,1,2314,1370,57 211 | 2020-08-19,Tunisia,113,25,3,2427,1395,60 212 | 2020-08-20,Tunisia,116,2,3,2543,1397,63 213 | 2020-08-21,Tunisia,64,23,1,2607,1420,64 214 | 2020-08-22,Tunisia,131,14,4,2738,1434,68 215 | 2020-08-23,Tunisia,80,9,3,2818,1443,71 216 | 2020-08-24,Tunisia,75,11,0,2893,1454,71 217 | 2020-08-25,Tunisia,176,2,0,3069,1456,71 218 | 2020-08-26,Tunisia,137,20,0,3206,1476,71 219 | 2020-08-27,Tunisia,117,28,2,3323,1504,73 220 | 2020-08-28,Tunisia,138,18,1,3461,1522,74 221 | 2020-08-29,Tunisia,111,14,2,3572,1536,76 222 | 2020-08-30,Tunisia,113,26,0,3685,1562,76 223 | 2020-08-31,Tunisia,118,11,1,3803,1573,77 224 | 2020-09-01,Tunisia,160,51,3,3963,1624,80 225 | 2020-09-02,Tunisia,233,4,1,4196,1628,81 226 | 2020-09-03,Tunisia,198,53,3,4394,1681,84 227 | 2020-09-04,Tunisia,148,18,3,4542,1699,87 228 | 2020-09-05,Tunisia,234,2,6,4776,1701,93 229 | 2020-09-06,Tunisia,265,51,0,5041,1752,93 230 | 2020-09-07,Tunisia,83,36,1,5124,1788,94 231 | 2020-09-08,Tunisia,293,74,2,5417,1862,96 232 | 2020-09-09,Tunisia,0,0,0,5417,1862,96 233 | 2020-09-10,Tunisia,465,0,3,5882,1862,99 234 | 2020-09-11,Tunisia,377,94,4,6259,1956,103 235 | 2020-09-12,Tunisia,376,35,4,6635,1991,107 236 | 2020-09-13,Tunisia,0,0,0,6635,1991,107 237 | 2020-09-14,Tunisia,747,184,10,7382,2175,117 238 | 2020-09-15,Tunisia,241,87,6,7623,2262,123 239 | 2020-09-16,Tunisia,477,47,6,8100,2309,129 240 | 2020-09-17,Tunisia,470,33,4,8570,2342,133 241 | 2020-09-18,Tunisia,0,0,0,8570,2342,133 242 | 2020-09-19,Tunisia,540,24,5,9110,2366,138 243 | 2020-09-20,Tunisia,1622,20,21,10732,2386,159 244 | 2020-09-21,Tunisia,528,0,5,11260,2386,164 245 | 2020-09-22,Tunisia,0,0,0,11260,2386,164 246 | 2020-09-23,Tunisia,1219,0,10,12479,2386,174 247 | 2020-09-24,Tunisia,826,2646,6,13305,5032,180 248 | 2020-09-25,Tunisia,1087,0,11,14392,5032,191 249 | 2020-09-26,Tunisia,0,0,0,14392,5032,191 250 | 2020-09-27,Tunisia,1722,0,23,16114,5032,214 251 | 2020-09-28,Tunisia,0,0,0,16114,5032,214 252 | 2020-09-29,Tunisia,1291,0,32,17405,5032,246 253 | 2020-09-30,Tunisia,1008,0,19,18413,5032,265 254 | 2020-10-01,Tunisia,0,0,0,18413,5032,265 255 | 2020-10-02,Tunisia,1308,0,6,19721,5032,271 256 | 2020-10-03,Tunisia,1223,0,5,20944,5032,276 257 | 2020-10-04,Tunisia,1286,0,45,22230,5032,321 258 | 2020-10-05,Tunisia,0,0,0,22230,5032,321 259 | 2020-10-06,Tunisia,0,0,0,22230,5032,321 260 | 2020-10-07,Tunisia,2312,0,43,24542,5032,364 261 | 2020-10-08,Tunisia,2357,0,45,26899,5032,409 262 | 2020-10-09,Tunisia,0,0,0,26899,5032,409 263 | 2020-10-10,Tunisia,4360,0,47,31259,5032,456 264 | 2020-10-11,Tunisia,1297,0,22,32556,5032,478 265 | 2020-10-12,Tunisia,0,0,0,32556,5032,478 266 | 2020-10-13,Tunisia,0,0,0,32556,5032,478 267 | 2020-10-14,Tunisia,2234,0,34,34790,5032,512 268 | 2020-10-15,Tunisia,0,0,0,34790,5032,512 269 | 2020-10-16,Tunisia,0,0,0,34790,5032,512 270 | 2020-10-17,Tunisia,5752,0,114,40542,5032,626 271 | 2020-10-18,Tunisia,0,0,0,40542,5032,626 272 | 2020-10-19,Tunisia,2185,0,61,42727,5032,687 273 | 2020-10-20,Tunisia,1723,0,24,44450,5032,711 274 | 2020-10-21,Tunisia,1442,0,29,45892,5032,740 275 | 2020-10-22,Tunisia,0,0,0,45892,5032,740 276 | 2020-10-23,Tunisia,1322,0,44,47214,5032,784 277 | 2020-10-24,Tunisia,1585,0,35,48799,5032,819 278 | 2020-10-25,Tunisia,0,0,0,48799,5032,819 279 | 2020-10-26,Tunisia,3600,0,164,52399,5032,983 280 | 2020-10-27,Tunisia,0,0,0,52399,5032,983 281 | 2020-10-28,Tunisia,1879,0,170,54278,5032,1153 282 | 2020-10-29,Tunisia,0,0,0,54278,5032,1153 283 | -------------------------------------------------------------------------------- /data/input/population_india_census2011.csv: -------------------------------------------------------------------------------- 1 | Sno,State / Union Territory,Population,Rural population,Urban population,Area,Density,Gender Ratio 2 | 1,Uttar Pradesh,199812341,155317278,44495063,"240,928 km2 (93,023 sq mi)","828/km2 (2,140/sq mi)",912 3 | 2,Maharashtra,112374333,61556074,50818259,"307,713 km2 (118,809 sq mi)",365/km2 (950/sq mi),929 4 | 3,Bihar,104099452,92341436,11758016,"94,163 km2 (36,357 sq mi)","1,102/km2 (2,850/sq mi)",918 5 | 4,West Bengal,91276115,62183113,29093002,"88,752 km2 (34,267 sq mi)","1,029/km2 (2,670/sq mi)",953 6 | 5,Madhya Pradesh,72626809,52557404,20069405,"308,245 km2 (119,014 sq mi)",236/km2 (610/sq mi),931 7 | 6,Tamil Nadu,72147030,37229590,34917440,"130,058 km2 (50,216 sq mi)","555/km2 (1,440/sq mi)",996 8 | 7,Rajasthan,68548437,51500352,17048085,"342,239 km2 (132,139 sq mi)",201/km2 (520/sq mi),928 9 | 8,Karnataka,61095297,37469335,23625962,"191,791 km2 (74,051 sq mi)",319/km2 (830/sq mi),973 10 | 9,Gujarat,60439692,34694609,25745083,"196,024 km2 (75,685 sq mi)",308/km2 (800/sq mi),919 11 | 10,Andhra Pradesh,49577103,34966693,14610410,"162,968 km2 (62,922 sq mi)",303/km2 (780/sq mi),993 12 | 11,Odisha,41974218,34970562,7003656,"155,707 km2 (60,119 sq mi)",269/km2 (700/sq mi),979 13 | 12,Telengana,35003674,21395009,13608665,"112,077 km2 (43,273 sq mi)",312/km2 (810/sq mi),988 14 | 13,Kerala,33406061,17471135,15934926,"38,863 km2 (15,005 sq mi)","859/km2 (2,220/sq mi)",1084 15 | 14,Jharkhand,32988134,25055073,7933061,"79,714 km2 (30,778 sq mi)","414/km2 (1,070/sq mi)",948 16 | 15,Assam,31205576,26807034,4398542,"78,438 km2 (30,285 sq mi)","397/km2 (1,030/sq mi)",954 17 | 16,Punjab,27743338,17344192,10399146,"50,362 km2 (19,445 sq mi)","550/km2 (1,400/sq mi)",895 18 | 17,Chhattisgarh,25545198,19607961,5937237,"135,191 km2 (52,198 sq mi)",189/km2 (490/sq mi),991 19 | 18,Haryana,25351462,16509359,8842103,"44,212 km2 (17,070 sq mi)","573/km2 (1,480/sq mi)",879 20 | 19,Uttarakhand,10086292,7036954,3049338,"53,483 km2 (20,650 sq mi)",189/km2 (490/sq mi),963 21 | 20,Himachal Pradesh,6864602,6176050,688552,"55,673 km2 (21,495 sq mi)",123/km2 (320/sq mi),972 22 | 21,Tripura,3673917,2712464,961453,"10,486 km2 (4,049 sq mi)",350/km2 (910/sq mi),960 23 | 22,Meghalaya,2966889,2371439,595450,"22,429 km2 (8,660 sq mi)",132/km2 (340/sq mi),989 24 | 23,Manipur,2570390,1793875,776515,"22,327 km2 (8,621 sq mi)",122/km2 (320/sq mi),992 25 | 24,Nagaland,1978502,1407536,570966,"16,579 km2 (6,401 sq mi)",119/km2 (310/sq mi),931 26 | 25,Goa,1458545,551731,906814,"3,702 km2 (1,429 sq mi)","394/km2 (1,020/sq mi)",973 27 | 26,Arunachal Pradesh,1383727,1066358,317369,"83,743 km2 (32,333 sq mi)",17/km2 (44/sq mi),938 28 | 27,Mizoram,1097206,525435,571771,"21,081 km2 (8,139 sq mi)",52/km2 (130/sq mi),976 29 | 28,Sikkim,610577,456999,153578,"7,096 km2 (2,740 sq mi)",86/km2 (220/sq mi),890 30 | 29,Delhi,16787941,419042,16368899,"1,484 km2 (573 sq mi)","11,297/km2 (29,260/sq mi)",868 31 | 30,Jammu and Kashmir,12267032,9064220,3202812,"125,535 km2 (48,469 sq mi)",98/km2 (250/sq mi),890 32 | 31,Puducherry,1247953,395200,852753,479 km2 (185 sq mi),"2,598/km2 (6,730/sq mi)",1037 33 | 32,Chandigarh,1055450,28991,1026459,114 km2 (44 sq mi),"9,252/km2 (23,960/sq mi)",818 34 | 33,Dadra and Nagar Haveli and Daman and Diu,585764,243510,342254,603 km2 (233 sq mi),"970/km2 (2,500/sq mi)",711 35 | 34,Andaman and Nicobar Islands,380581,237093,143488,"8,249 km2 (3,185 sq mi)",46/km2 (120/sq mi),876 36 | 35,Ladakh,274000,43840,230160,"96,701 km2 (37,336 sq mi)",2.8/km2 (7.3/sq mi),853 37 | 36,Lakshadweep,64473,14141,50332,32 km2 (12 sq mi),"2,013/km2 (5,210/sq mi)",946 -------------------------------------------------------------------------------- /data/input/population_usa_states_census.csv: -------------------------------------------------------------------------------- 1 | SUMLEV,REGION,DIVISION,STATE,NAME,POPESTIMATE2019,POPEST18PLUS2019,PCNT_POPEST18PLUS 2 | 010,0,0,00,United States,328239523,255200373,77.7 3 | 040,3,6,01,Alabama,4903185,3814879,77.8 4 | 040,4,9,02,Alaska,731545,551562,75.4 5 | 040,4,8,04,Arizona,7278717,5638481,77.5 6 | 040,3,7,05,Arkansas,3017804,2317649,76.8 7 | 040,4,9,06,California,39512223,30617582,77.5 8 | 040,4,8,08,Colorado,5758736,4499217,78.1 9 | 040,1,1,09,Connecticut,3565287,2837847,79.6 10 | 040,3,5,10,Delaware,973764,770192,79.1 11 | 040,3,5,11,District of Columbia,705749,577581,81.8 12 | 040,3,5,12,Florida,21477737,17247808,80.3 13 | 040,3,5,13,Georgia,10617423,8113542,76.4 14 | 040,4,9,15,Hawaii,1415872,1116004,78.8 15 | 040,4,8,16,Idaho,1787065,1338864,74.9 16 | 040,2,3,17,Illinois,12671821,9853946,77.8 17 | 040,2,3,18,Indiana,6732219,5164245,76.7 18 | 040,2,4,19,Iowa,3155070,2428229,77 19 | 040,2,4,20,Kansas,2913314,2213064,76 20 | 040,3,6,21,Kentucky,4467673,3464802,77.6 21 | 040,3,7,22,Louisiana,4648794,3561164,76.6 22 | 040,1,1,23,Maine,1344212,1095370,81.5 23 | 040,3,5,24,Maryland,6045680,4710993,77.9 24 | 040,1,1,25,Massachusetts,6892503,5539703,80.4 25 | 040,2,3,26,Michigan,9986857,7842924,78.5 26 | 040,2,4,27,Minnesota,5639632,4336475,76.9 27 | 040,3,6,28,Mississippi,2976149,2277566,76.5 28 | 040,2,4,29,Missouri,6137428,4766843,77.7 29 | 040,4,8,30,Montana,1068778,840190,78.6 30 | 040,2,4,31,Nebraska,1934408,1458334,75.4 31 | 040,4,8,32,Nevada,3080156,2387517,77.5 32 | 040,1,1,33,New Hampshire,1359711,1104458,81.2 33 | 040,1,2,34,New Jersey,8882190,6943612,78.2 34 | 040,4,8,35,New Mexico,2096829,1620991,77.3 35 | 040,1,2,36,New York,19453561,15425262,79.3 36 | 040,3,5,37,North Carolina,10488084,8187369,78.1 37 | 040,2,4,38,North Dakota,762062,581891,76.4 38 | 040,2,3,39,Ohio,11689100,9111081,77.9 39 | 040,3,7,40,Oklahoma,3956971,3004733,75.9 40 | 040,4,9,41,Oregon,4217737,3351175,79.5 41 | 040,1,2,42,Pennsylvania,12801989,10167376,79.4 42 | 040,1,1,44,Rhode Island,1059361,854866,80.7 43 | 040,3,5,45,South Carolina,5148714,4037531,78.4 44 | 040,2,4,46,South Dakota,884659,667558,75.5 45 | 040,3,6,47,Tennessee,6829174,5319123,77.9 46 | 040,3,7,48,Texas,28995881,21596071,74.5 47 | 040,4,8,49,Utah,3205958,2274774,71 48 | 040,1,1,50,Vermont,623989,509984,81.7 49 | 040,3,5,51,Virginia,8535519,6674671,78.2 50 | 040,4,9,53,Washington,7614893,5951832,78.2 51 | 040,3,5,54,West Virginia,1792147,1432580,79.9 52 | 040,2,3,55,Wisconsin,5822434,4555837,78.2 53 | 040,4,8,56,Wyoming,578759,445025,76.9 54 | 040,X,X,72,Puerto Rico Commonwealth,3193694,2620963,82.1 55 | -------------------------------------------------------------------------------- /interventions_scorer.ipynb: -------------------------------------------------------------------------------- 1 | { 2 | "cells": [ 3 | { 4 | "cell_type": "markdown", 5 | "metadata": {}, 6 | "source": [ 7 | "### Primary objectives:\n", 8 | "1. Score / weigh effectiveness of each intervention for various countries using a weighted combination of scoring methods\n", 9 | "2. Assign a daily aggregated intervention score for each country using the calculated intervention weights - these scores will be used for case count projection" 10 | ] 11 | }, 12 | { 13 | "cell_type": "code", 14 | "execution_count": null, 15 | "metadata": {}, 16 | "outputs": [], 17 | "source": [ 18 | "import sys\n", 19 | "sys.path.insert(1, 'src')\n", 20 | "import config\n", 21 | "import intervention_effectiveness_scorer as intv_scorer\n", 22 | "\n", 23 | "import warnings\n", 24 | "warnings.simplefilter('ignore')\n", 25 | "%matplotlib inline\n", 26 | "import pandas as pd\n", 27 | "import numpy as np\n", 28 | "import matplotlib.pyplot as plt\n", 29 | "import seaborn as sns\n", 30 | "import pickle\n", 31 | "import time\n", 32 | "import urllib.request\n", 33 | "import os\n", 34 | "from datetime import datetime, timedelta\n", 35 | "from matplotlib import pyplot\n", 36 | "\n", 37 | "pd.set_option('display.max_rows', 500)\n", 38 | "pd.set_option('display.max_columns', 500)\n", 39 | "pd.set_option('display.width', 1000)" 40 | ] 41 | }, 42 | { 43 | "cell_type": "markdown", 44 | "metadata": {}, 45 | "source": [ 46 | "### Fetch latest intervention data for countries" 47 | ] 48 | }, 49 | { 50 | "cell_type": "markdown", 51 | "metadata": {}, 52 | "source": [ 53 | "We used the publicly available data from https://oxcgrtportal.azurewebsites.net/api/CSVDownload for our experiments. But feel free to use any other more granular data following a similar structure." 54 | ] 55 | }, 56 | { 57 | "cell_type": "code", 58 | "execution_count": null, 59 | "metadata": {}, 60 | "outputs": [], 61 | "source": [ 62 | "# Set this flag to True if you want to download the latest COVID19 intervention data from respective web source\n", 63 | "# Set it as False in case of subsequent runs on the same day.\n", 64 | "LOAD_LATEST_DATA = True\n" 65 | ] 66 | }, 67 | { 68 | "cell_type": "code", 69 | "execution_count": null, 70 | "metadata": {}, 71 | "outputs": [], 72 | "source": [ 73 | "if LOAD_LATEST_DATA:\n", 74 | " url = config.oxcgrt_intervention_data_online\n", 75 | " local_file = os.path.join(config.base_data_dir, config.oxcgrt_intervention_data_offline)\n", 76 | " try:\n", 77 | " with urllib.request.urlopen(url) as response, open(local_file, 'wb') as out_file:\n", 78 | " data = response.read() # a `bytes` object\n", 79 | " out_file.write(data)\n", 80 | " print ('Downloaded latest data from: {}'.format(url))\n", 81 | " except Exception as e:\n", 82 | " print ('Error while downloading {}: {}'.format(url, e.__class__)) " 83 | ] 84 | }, 85 | { 86 | "cell_type": "markdown", 87 | "metadata": {}, 88 | "source": [ 89 | "### Derive the Effectiveness Score for different interventions " 90 | ] 91 | }, 92 | { 93 | "cell_type": "code", 94 | "execution_count": null, 95 | "metadata": {}, 96 | "outputs": [], 97 | "source": [ 98 | "intv_scorer.data_src = os.path.join(config.base_data_dir, config.oxcgrt_intervention_data_offline)\n", 99 | "#Select a country only if it has exceeded the conf_cases_threshold\n", 100 | "intv_scorer.conf_cases_threshold = 10000\n", 101 | "#Select records having confirmed cases >= min_case_threshold\n", 102 | "intv_scorer.min_case_threshold = 0\n", 103 | "#window for rollong averages of conf case counts\n", 104 | "intv_scorer.smoothing_window_len = 3\n", 105 | "#number of lags to use for time-series style modeling of conf cases\n", 106 | "intv_scorer.num_lags = 1\n", 107 | "#Skip a few recent dayes data for potential missing values\n", 108 | "intv_scorer.recent_days_to_skip = 5 \n", 109 | "#median incubation period for Covid19\n", 110 | "intv_scorer.incubation_period = 5\n", 111 | "\n", 112 | "fit_stringency_index = 0.5\n", 113 | "fit_conf_cases = 0.5\n", 114 | "fit_intv_effect = 0.0\n", 115 | "intv_scorer.intervention_scoring_methods = {'fit_stringency_index':fit_stringency_index, \n", 116 | " 'fit_conf_cases':fit_conf_cases, \n", 117 | " 'fit_intv_effect':fit_intv_effect}\n", 118 | "\n", 119 | "#Export location of intervention scores\n", 120 | "analysis_outcome_export_loc = os.path.join(config.base_data_dir, config.intervention_impacts_loc)\n", 121 | "#Export location of weighted & aggregated intervention scores\n", 122 | "aggregated_intervention_scores_export_loc = os.path.join(config.base_data_dir, config.intervention_scores_loc)" 123 | ] 124 | }, 125 | { 126 | "cell_type": "markdown", 127 | "metadata": {}, 128 | "source": [ 129 | "### Score relative weights of individual interventions for each country" 130 | ] 131 | }, 132 | { 133 | "cell_type": "code", 134 | "execution_count": null, 135 | "metadata": {}, 136 | "outputs": [], 137 | "source": [ 138 | "#selected_countries = ['IND', 'USA', 'GBR', 'ITA', 'JPN', 'SGP', 'NLD', 'ISR', 'BEL', 'BRA', 'DEU', 'CUB', 'ESP', 'MEX', 'MYS', 'PHL', 'HUN', 'ZAF']\n", 139 | "selected_countries = None\n", 140 | "# Calculating relative weights/importance of different interventions\n", 141 | "data_all, selected_countries, all_country_intv_scores = intv_scorer.score_interventions (selected_countries=None)\n", 142 | "all_country_intv_scores.to_csv(analysis_outcome_export_loc, index=False)\n" 143 | ] 144 | }, 145 | { 146 | "cell_type": "code", 147 | "execution_count": null, 148 | "metadata": {}, 149 | "outputs": [], 150 | "source": [ 151 | "interventions = all_country_intv_scores['intervention'].unique().tolist()\n", 152 | "relevant_cols = ['CountryName', 'CountryCode', 'ConfirmedCases', 'ConfirmedDeaths', 'StringencyIndex'] + interventions\n", 153 | "\n", 154 | "data_filtered = data_all.loc[data_all['CountryCode'].isin(selected_countries), relevant_cols].copy()\n", 155 | "data_filtered.reset_index(inplace=True)\n", 156 | "data_filtered.fillna(0, inplace=True)\n", 157 | "# Assign an aggregated intervention score for each country, each day\n", 158 | "data_filtered = intv_scorer.assign_weighted_aggregations (data_filtered, all_country_intv_scores, selected_countries)\n", 159 | "\n", 160 | "print ('* '*50 + '\\nComparing the Stringency Index of the data provider (OxCGRT) and our calculated Aggregated Intervention Scores:')\n", 161 | "display (data_filtered.groupby('CountryName')[['StringencyIndex', 'aggr_weighted_intv_norm']].aggregate(['mean', 'median', 'std']).sort_values(by=('StringencyIndex', 'median'), ascending=False).style.background_gradient(cmap='PuBu'))\n", 162 | "data_filtered.to_csv(aggregated_intervention_scores_export_loc)\n" 163 | ] 164 | } 165 | ], 166 | "metadata": { 167 | "kernelspec": { 168 | "display_name": "Python 3", 169 | "language": "python", 170 | "name": "python3" 171 | }, 172 | "language_info": { 173 | "codemirror_mode": { 174 | "name": "ipython", 175 | "version": 3 176 | }, 177 | "file_extension": ".py", 178 | "mimetype": "text/x-python", 179 | "name": "python", 180 | "nbconvert_exporter": "python", 181 | "pygments_lexer": "ipython3", 182 | "version": "3.8.3" 183 | } 184 | }, 185 | "nbformat": 4, 186 | "nbformat_minor": 4 187 | } 188 | -------------------------------------------------------------------------------- /requirements.txt: -------------------------------------------------------------------------------- 1 | xgboost==1.1.1 2 | numpy==1.19.1 3 | pandas==0.22.0 4 | sklearn==0.0 5 | scikit-learn==0.23.1 6 | scipy==1.5.0 7 | scikit-optimize==0.8.1 8 | matplotlib==3.3.1 9 | pygithub==1.53 -------------------------------------------------------------------------------- /src/config.py: -------------------------------------------------------------------------------- 1 | from pathlib import Path 2 | 3 | # Simulation Parameters 4 | add_ab = False 5 | batching = True 6 | ab_cost = 28 7 | ab_cost_cheap = 28 8 | pcr_cost = 77 9 | attrition_rate = 0.05 10 | attrition_frequency = 14 11 | time_to_wait_for_antibody_test = 0 12 | time_to_wait_for_pcr_test_results = 2 13 | time_for_incubation = 2 14 | time_to_stop_symptoms = 8 15 | time_self_isolation = 14 16 | ab_false_positive_rate = 1.0 17 | pcr_false_negative_rate = 1.0 18 | pcr_batch_size = 1 19 | init_test_capacity = 1000 20 | init_ab_test_capacity = 100 21 | ab_tests_sent_per_day = 0 22 | time_between_consecutive_pcr_tests = 14 23 | pcr_test_result_positive_probability = 0.01 24 | initial_antibody_immunity_in_population = 0 25 | infected_and_symptomatic_in_population = 0.25 26 | symptom_covid_vs_flu = 0 27 | awaiting_on_pcr_test_result = 0 28 | gap_weeks_between_disease_waves_default = 25 29 | 30 | transmission_prob_default = 0.005 31 | wave2_peak_factor_default = 3 32 | wave2_spread_factor_default = 1 33 | number_of_people_to_infect_default = 3 34 | 35 | 36 | # Infra/data parameters 37 | base_data_dir = 'data/input' 38 | base_output_dir = 'data/output' 39 | 40 | sagemaker_run = False 41 | base_data_dir_sagemaker = '/opt/ml/processing/input' 42 | base_output_dir_sagemaker = '/opt/ml/processing/out' 43 | 44 | oxcgrt_intervention_data_online = 'https://oxcgrtportal.azurewebsites.net/api/CSVDownload' 45 | oxcgrt_intervention_data_offline = 'OxCGRT_Download_Full.csv' 46 | intervention_impacts_loc = 'countries_intervention_impacts.csv' 47 | intervention_scores_loc = 'countries_aggr_intervention_scores.csv' 48 | 49 | confirmed_cases_global_online = 'https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/' \ 50 | 'csse_covid_19_time_series/time_series_covid19_confirmed_global.csv' 51 | recovered_cases_global_online = 'https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/' \ 52 | 'csse_covid_19_time_series/time_series_covid19_recovered_global.csv' 53 | deceased_cases_global_online = 'https://raw.githubusercontent.com/CSSEGISandData/COVID-19/master/csse_covid_19_data/' \ 54 | 'csse_covid_19_time_series/time_series_covid19_deaths_global.csv' 55 | confirmed_cases_global_offline = 'time_series_covid19_confirmed_global.csv' 56 | recovered_cases_global_offline = 'time_series_covid19_recovered_global.csv' 57 | deceased_cases_global_offline = 'time_series_covid19_deaths_global.csv' 58 | 59 | country_populations_data = 'country_population_WorldBank.csv' 60 | 61 | india_states_cases_online = 'https://api.covid19india.org/csv/latest/state_wise_daily.csv' 62 | india_states_cases_offline = 'india_state_wise_daily.csv' 63 | 64 | usa_populations_data_online ='https://www2.census.gov/programs-surveys/popest/datasets/2010-2019/state/detail/SCPRC-EST2019-18+POP-RES.csv' 65 | usa_populations_data_offline = 'population_usa_states_census.csv' 66 | 67 | us_counties_cases_online = 'https://raw.githubusercontent.com/nytimes/covid-19-data/master/us-counties.csv' 68 | us_counties_cases_offline = 'us-counties.csv' 69 | 70 | country_covid19_cases = 'countries/Cases_{}.csv' 71 | country_covid19_params_export_path = 'countries/params_{}.csv' 72 | country_simulation_results_path = 'countries/projections_{}_{}.csv' 73 | country_simulation_data_path = 'countries/sim_data_{}.pkl' 74 | state_covid19_cases = 'Cases_{}_{}.csv' 75 | us_covid19_cases = 'covid_19_daily_reports_us.csv' 76 | state_covid19_params_export_path = 'params_{}_{}.csv' 77 | state_simulation_results_path = 'projections_{}_{}.csv' 78 | state_simulation_data_path = 'sim_data_{}.pkl' 79 | 80 | county_cases_filename = Path(__file__).parent / '../data/us-counties_4_26.txt' 81 | county_population_filename = Path(__file__).parent / '../data/county-population.csv' 82 | 83 | 84 | # Optimization related parameters 85 | 86 | # Consider a country for comparison if its total case count exceeds this threshold 87 | min_country_conf_case_threshold = 25000 88 | # time window (in days) while measuring periodic changes 89 | period = 3 90 | 91 | # Percentage/fraction of influence of the interventions on disease transmission 92 | intervention_influence_pctg_default = 1.0 93 | 94 | # Maximum population size for simulation (higher number will increase the duration of simulation cycles) 95 | n_population_max = 3000 96 | # Preferred population size for simulation 97 | n_population = 1000 98 | # Minimum existing infection count while initiating the simulation (actual infection rate would be scaled up/down to 99 | # ensure this minimum count) 100 | min_initial_infection = 5 101 | # Max number of days to fit while optimizing the simulation parameters 102 | fitment_period_max = 365 103 | 104 | # Min and max range for transmission control optimization 105 | transmission_control_range_min = 0.05 106 | transmission_control_range_max = 1.0 107 | 108 | # Default min and max number of weeks to reach wave-1 peak for optimization 109 | wave1_weeks_default_range_low = 1 110 | wave1_weeks_default_range_high = 5 111 | 112 | # Optimization trials (runs) min and max, and job count 113 | optimization_trials_low = 40 114 | optimization_trials_high = 60 115 | optimization_jobs = 4 116 | -------------------------------------------------------------------------------- /src/country_data_loader.py: -------------------------------------------------------------------------------- 1 | import config 2 | import os 3 | import pandas as pd 4 | import numpy as np 5 | from datetime import date, datetime, time, timedelta 6 | import re 7 | import warnings 8 | warnings.filterwarnings('ignore') 9 | 10 | CONF_CASES_THRESHOLD = 25000 11 | 12 | # src_confirmed = config.confirmed_cases_global_online 13 | # src_recovered = config.recovered_cases_global_online 14 | # src_dead = config.deceased_cases_global_online 15 | 16 | src_confirmed = os.path.join(config.base_data_dir, config.confirmed_cases_global_offline) 17 | src_recovered = os.path.join(config.base_data_dir, config.recovered_cases_global_offline) 18 | src_dead = os.path.join(config.base_data_dir, config.deceased_cases_global_offline) 19 | 20 | def convert (df_src, col): 21 | df = df_src.copy() 22 | df = df.rename(columns={'Country/Region':'Country'}) 23 | df.drop(['Province/State', 'Lat', 'Long'], axis=1, inplace=True, errors='ignore') 24 | df = df.melt(id_vars=["Country"], 25 | var_name="Date", 26 | value_name=col) 27 | 28 | 29 | df['Date'] = pd.to_datetime(df['Date'], format='%m/%d/%y') 30 | df_refined = pd.DataFrame(columns=['Country', col]) 31 | all_countries = df['Country'].unique() 32 | for country in all_countries: 33 | dfc = df.loc[df['Country']==country] 34 | dfc_grouped = dfc.groupby('Date', as_index=False)[col].sum() 35 | dfc_grouped['Country'] = country 36 | dfc_grouped['Date_Copy'] = dfc_grouped['Date'] 37 | dfc_grouped['merge_col'] = dfc_grouped['Country'] + '-' + dfc_grouped['Date'].astype(str) 38 | df_refined = pd.concat([df_refined, dfc_grouped], axis=0) 39 | 40 | df_refined = df_refined.set_index('Date') 41 | 42 | return df_refined 43 | 44 | 45 | def load (): 46 | try: 47 | df_confirmed = pd.read_csv(src_confirmed) 48 | df_recovered = pd.read_csv(src_recovered) 49 | df_dead = pd.read_csv(src_dead) 50 | except FileNotFoundError: 51 | print ('Error!!! Missing Input Data File(s)!') 52 | return 53 | 54 | df_confirmed_updated = convert (df_confirmed, 'Confirmed') 55 | df_recovered_updated = convert (df_recovered, 'Recovered') 56 | df_dead_updated = convert (df_dead, 'Dead') 57 | 58 | df_combined = df_confirmed_updated.merge(df_recovered_updated, on=['merge_col'], how='inner') 59 | df_combined = df_combined.merge(df_dead_updated, on=['merge_col'], how='inner') 60 | df_combined.drop(['Country_x', 'Country_y', 'Date_Copy_x', 'Date_Copy_y', 'merge_col'], axis=1, inplace=True) 61 | df_combined = df_combined.rename(columns={'Date_Copy':'Date', 62 | 'Confirmed':'Total_Confirmed', 63 | 'Recovered':'Total_Recovered', 64 | 'Dead':'Total_Deceased'}) 65 | df_combined['Confirmed'] = df_combined['Total_Confirmed'].diff() 66 | df_combined['Recovered'] = df_combined['Total_Recovered'].diff() 67 | df_combined['Deceased'] = df_combined['Total_Deceased'].diff() 68 | df_combined = df_combined[['Date', 'Country', 'Confirmed', 'Recovered', 'Deceased', 'Total_Confirmed', 'Total_Recovered', 'Total_Deceased']].set_index('Date') 69 | 70 | df_combined.loc[df_combined['Country']=='India'].tail(10) 71 | 72 | all_countries = df_combined['Country'].unique() 73 | for country in all_countries: 74 | dfc = df_combined.loc[df_combined['Country'] == country] 75 | if dfc['Total_Confirmed'].max() >= CONF_CASES_THRESHOLD: 76 | print (f'Storing data for country: {country} ' + ' *' * 10) 77 | dfc = dfc.iloc[1:] 78 | dfc.to_csv(os.path.join(config.base_data_dir, config.country_covid19_cases.format(country))) 79 | 80 | 81 | # if __name__ == '__main__': 82 | # load () -------------------------------------------------------------------------------- /src/county_data_loader.py: -------------------------------------------------------------------------------- 1 | import os 2 | 3 | import pandas as pd 4 | 5 | import config 6 | import utils 7 | 8 | 9 | def load(country, counties, latest=False): 10 | """ 11 | :param country: str 12 | :param counties: [(state, county)] 13 | :param latest: bool 14 | :return: None 15 | """ 16 | 17 | if country == 'USA': 18 | load_us(counties, latest) 19 | else: 20 | raise ValueError(f'Loading county data for {country} is not supported.') 21 | 22 | 23 | def load_us(counties, latest=False): 24 | """ 25 | :param counties: [(state, county)] 26 | :param latest: bool 27 | :return: None 28 | """ 29 | 30 | us_counties_path = os.path.join(config.base_data_dir, config.us_counties_cases_offline) 31 | 32 | if not os.path.isfile(us_counties_path) or latest: 33 | df = utils.download_latest_data(config.us_counties_cases_online) 34 | df.drop('fips', axis=1, inplace=True) 35 | 36 | # df_concat = pd.concat(df, axis=0, ignore_index=True) 37 | df.rename(columns={'cases': 'Confirmed', 'deaths': 'Deceased', 'date': 'Date'}, inplace=True) 38 | df.to_csv(us_counties_path, index=False) 39 | 40 | df = pd.read_csv(us_counties_path) 41 | 42 | for state, county in counties: 43 | df_county = df.loc[df.county == county] 44 | df_county = df_county.loc[df_county.state == state].drop(['state', 'county'], axis=1) 45 | 46 | df_county.index = pd.to_datetime(df_county.Date) 47 | 48 | df_county[['Total_Confirmed', 'Total_Deceased']] = df_county[['Confirmed', 'Deceased']].cumsum(axis=0) 49 | 50 | df_county.to_csv(os.path.join(config.base_data_dir, f'Cases_USA_{state}_{county}.csv'), index=False) 51 | -------------------------------------------------------------------------------- /src/state_data_loader.py: -------------------------------------------------------------------------------- 1 | import os 2 | import warnings 3 | import time 4 | 5 | import config 6 | import pandas as pd 7 | from io import StringIO 8 | 9 | import github 10 | 11 | warnings.filterwarnings('once') 12 | 13 | 14 | def load(country, states, latest=False): 15 | if country == 'India': 16 | load_india(states) 17 | elif country == 'US' or country == 'USA': 18 | load_us(states, latest) 19 | else: 20 | raise ValueError(f'Loading state data for {country} is not supported.') 21 | 22 | 23 | def load_india(states): 24 | src_state_wise_cases = os.path.join(config.base_data_dir, config.india_states_cases_offline) 25 | 26 | try: 27 | df_states = pd.read_csv(src_state_wise_cases) 28 | except FileNotFoundError: 29 | print('Error!!! Missing Input Data File(s)!') 30 | return 31 | 32 | for target_state in states: 33 | print(f'Processing data for state: {target_state} ' + ' *' * 10) 34 | df_states.Date = pd.to_datetime(df_states.Date) 35 | df_state = df_states[['Date', 'Status', target_state]].copy() 36 | df_state = pd.pivot_table(df_state, values=target_state, columns='Status', index='Date') 37 | df_state.index = pd.to_datetime(df_state.index) 38 | df_state[['Total_Confirmed', 'Total_Deceased', 'Total_Recovered']] \ 39 | = df_state[['Confirmed', 'Deceased', 'Recovered']].cumsum(axis=0, skipna=True) 40 | df_state.to_csv(os.path.join(config.base_data_dir, config.state_covid19_cases.format('IND', target_state))) 41 | 42 | 43 | def load_us(states, latest=False): 44 | us_covid19_cases_path = os.path.join(config.base_data_dir, config.us_covid19_cases) 45 | 46 | #df_us = pd.read_csv(us_covid19_cases_path) 47 | import sys 48 | sys.path.append('src/') 49 | from delphi_epidata import Epidata 50 | 51 | start_date = 20200401 52 | 53 | from datetime import datetime 54 | stop_date = int(datetime.today().strftime('%Y%m%d')) 55 | 56 | for target_state in states: 57 | print(f'Processing data for state: {target_state} ' + ' *' * 10) 58 | print('Start date = ', start_date, ' End date = ', stop_date) 59 | 60 | res_incidence = Epidata.covidcast('jhu-csse', 'confirmed_7dav_incidence_num', 'day', 'state', \ 61 | [start_date, Epidata.range(start_date, stop_date)], target_state) 62 | res_death = Epidata.covidcast('jhu-csse', 'deaths_7dav_incidence_num', 'day', 'state', \ 63 | [start_date, Epidata.range(start_date, stop_date)], target_state) 64 | 65 | df_state = pd.DataFrame(columns=['Confirmed', 'Deceased', 'Recovered']) 66 | if len(res_incidence) > 0 and len(res_death) > 0: 67 | df_jhu_7day = pd.DataFrame(res_incidence['epidata']) 68 | df_jhu_7day_deaths = pd.DataFrame(res_death['epidata']) 69 | 70 | df_state['Date'] = pd.to_datetime(df_jhu_7day['time_value'], format='%Y%m%d') 71 | df_state['Confirmed'] = df_jhu_7day['value'] 72 | df_state['Deceased'] = df_jhu_7day_deaths['value'] 73 | df_state['Recovered'].fillna(value=0, inplace=True) 74 | 75 | # ensures sorting with respect to date 76 | df_state.index = pd.to_datetime(df_state.Date) 77 | df_state[['Total_Confirmed', 'Total_Deceased', 'Total_Recovered']] \ 78 | = df_state[['Confirmed', 'Deceased', 'Recovered']].cumsum(axis=0, skipna=True) 79 | df_state.to_csv(os.path.join(config.base_data_dir, f'Cases_USA_{target_state}.csv'), index=False) 80 | else: 81 | print(' *** Error: Can not import data from Delphi database. Check src/state_data_loader.py') 82 | exit() 83 | 84 | 85 | 86 | 87 | # load population data for usa 88 | def load_us_population(states, latest=False): 89 | population = float('Nan') 90 | 91 | # here read the population data 92 | us_population_path = os.path.join(config.base_data_dir, config.usa_populations_data_offline) 93 | 94 | # TODO: Add download if not in the repo 95 | df_population = pd.read_csv(us_population_path) 96 | #print(df_population.columns) 97 | 98 | #states = list(set(df_population['Name'])) 99 | population = list() 100 | for target_state in states: 101 | df_state = df_population.loc[df_population['NAME'] == target_state] 102 | population.append(int(df_state['POPESTIMATE2019'])) 103 | 104 | 105 | 106 | return population 107 | 108 | 109 | 110 | 111 | # def load_us_old(states, latest=False): 112 | # us_covid19_cases_path = os.path.join(config.base_data_dir, config.us_covid19_cases) 113 | 114 | 115 | # if not os.path.isfile(us_covid19_cases_path) or latest: 116 | # g = github.Github() 117 | # while True: 118 | # try: 119 | # repo = g.get_repo("CSSEGISandData/COVID-19") 120 | # files = repo.get_contents("csse_covid_19_data/csse_covid_19_daily_reports_us") 121 | # break 122 | # except github.RateLimitExceededException as e: 123 | # print(e) 124 | # time.sleep(10) 125 | 126 | # columns = ['Province_State', 'Confirmed', 'Deaths', 'Recovered'] 127 | 128 | # df_list = [] 129 | 130 | # for f in files: 131 | # if f.name.endswith(".csv"): 132 | # str_io = StringIO(f.decoded_content.decode("utf-8")) 133 | # time.sleep(1) 134 | 135 | # df = pd.read_csv(str_io, usecols=columns) 136 | # df['Date'] = f.name.split('.')[0] 137 | # df_list.append(df) 138 | 139 | # df_concat = pd.concat(df_list, axis=0, ignore_index=True) 140 | # df_concat.rename(columns={'Deaths': 'Deceased'}, inplace=True) 141 | 142 | # df_concat = df_concat.sort_values(by=['Date']) 143 | # df_concat.to_csv(os.path.join(config.base_data_dir, config.us_covid19_cases), index=False) 144 | 145 | # df_us = pd.read_csv(us_covid19_cases_path) 146 | 147 | # for target_state in states: 148 | # df_state = df_us.loc[df_us['Province_State'] == target_state].drop('Province_State', axis=1) 149 | 150 | # df_state.index = pd.to_datetime(df_state.Date) 151 | # df_state['Recovered'].fillna(value=0, inplace=True) 152 | 153 | # df_state[['Total_Confirmed', 'Total_Deceased', 'Total_Recovered']] \ 154 | # = df_state[['Confirmed', 'Deceased', 'Recovered']].cumsum(axis=0) 155 | 156 | # df_state = df_state.sort_values(by=['Date']) 157 | # df_state.to_csv(os.path.join(config.base_data_dir, f'Cases_USA_{target_state}.csv'), index=False) 158 | 159 | 160 | 161 | # def load_us_all(states, latest=False): 162 | # us_covid19_cases_path = os.path.join(config.base_data_dir, config.us_covid19_cases) 163 | # #print('SAHIKA:', us_covid19_cases_path) 164 | 165 | # if not os.path.isfile(us_covid19_cases_path) or latest: 166 | # g = github.Github() 167 | # while True: 168 | # try: 169 | # repo = g.get_repo("CSSEGISandData/COVID-19") 170 | # files = repo.get_contents("csse_covid_19_data/csse_covid_19_daily_reports_us") 171 | # break 172 | # except github.RateLimitExceededException as e: 173 | # print(e) 174 | # time.sleep(10) 175 | 176 | # columns = ['Province_State', 'Confirmed', 'Deaths', 'Recovered'] 177 | 178 | # df_list = [] 179 | 180 | # for f in files: 181 | # if f.name.endswith(".csv"): 182 | # str_io = StringIO(f.decoded_content.decode("utf-8")) 183 | # time.sleep(1) 184 | 185 | # df = pd.read_csv(str_io, usecols=columns) 186 | # df['Date'] = f.name.split('.')[0] 187 | # df_list.append(df) 188 | 189 | # df_concat = pd.concat(df_list, axis=0, ignore_index=True) 190 | # df_concat.rename(columns={'Deaths': 'Deceased'}, inplace=True) 191 | # df_concat.to_csv(os.path.join(config.base_data_dir, config.us_covid19_cases), index=False) 192 | 193 | # df_us = pd.read_csv(us_covid19_cases_path) 194 | 195 | # print(df_us[:5]) 196 | 197 | # states = list(set(df_us['Province_State'])) 198 | # states.sort() 199 | 200 | # for target_state in states: 201 | # print(target_state) 202 | # df_state = df_us.loc[df_us['Province_State'] == target_state].drop('Province_State', axis=1) 203 | # df_state = df_state.sort_values(by=['Date']) 204 | 205 | # df_state.index = pd.to_datetime(df_state.Date) 206 | # df_state['Recovered'].fillna(value=0, inplace=True) 207 | # df_state['Confirmed'].fillna(value=0, inplace=True) 208 | # df_state = df_state.rename(columns={'Confirmed': 'Total_Confirmed', 209 | # 'Recovered': 'Total_Recovered', 210 | # 'Deceased': 'Total_Deceased'}) 211 | 212 | # df_state['Confirmed'] = np.r_[0.0, np.diff(np.array(df_state['Total_Confirmed']))] 213 | # df_state['Recovered'] = np.r_[0.0, np.diff(np.array(df_state['Total_Recovered']))] 214 | # df_state['Deceased'] = np.r_[0.0, np.diff(np.array(df_state['Total_Deceased']))] 215 | 216 | # df_state.to_csv(os.path.join(config.base_data_dir, f'Cases_USA_{target_state}.csv'), index=False) 217 | 218 | --------------------------------------------------------------------------------